warning: commands will be executed using /bin/sh
job 2207 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	11
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1113186 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1113186 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 58515 members 
Mstep: Class 3 contains 58576 members 
Mstep: Class 4 contains 58372 members 
Mstep: Class 5 contains 58787 members 
Mstep: Class 6 contains 59092 members 
Mstep: Class 7 contains 58366 members 
Mstep: Class 8 contains 58564 members 
Mstep: Class 9 contains 58376 members 
Mstep: Class 10 contains 58611 members 
Mstep: Class 11 contains 58587 members 
Mstep: Class 12 contains 58210 members 
Mstep: Class 13 contains 58375 members 
Mstep: Class 14 contains 58485 members 
Mstep: Class 15 contains 58625 members 
Mstep: Class 16 contains 58358 members 
Mstep: Class 17 contains 58811 members 
Mstep: Class 18 contains 58684 members 
Mstep: Class 19 contains 58412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1066.905029 but Gain 3452.839844
Score: -125494888.000000 Penalty: 62151.097656
Iteration 0F: 19 clusters Score -1.254949e+08 nChanged 1052113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2426 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 34216 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 92990 members 
Mstep: Class 5 contains 107179 members 
Mstep: Class 6 contains 93125 members 
Mstep: Class 7 contains 97245 members 
Mstep: Class 8 contains 72745 members 
Mstep: Class 10 contains 111985 members 
Mstep: Class 11 contains 58441 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 52118 members 
Mstep: Class 14 contains 49387 members 
Mstep: Class 15 contains 117630 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 17 contains 48965 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 19 contains 43242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -129924776.000000 Penalty: 62151.097656
Iteration 1F: 19 clusters Score -1.299248e+08 nChanged 520408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1380 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 129680 members 
Mstep: Class 5 contains 143487 members 
Mstep: Class 6 contains 86264 members 
Mstep: Class 7 contains 78085 members 
Mstep: Class 8 contains 51687 members 
Mstep: Class 10 contains 175067 members 
Mstep: Class 11 contains 67868 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 76236 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 114861 members 
Mstep: Class 16 contains 51573 members 
Mstep: Class 17 contains 37142 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 19 contains 30266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131891488.000000 Penalty: 62151.097656
Iteration 2F: 19 clusters Score -1.318915e+08 nChanged 340988
Entering Unmasked Mstep 
Mstep: Class 0 contains 880 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 10466 members 
Mstep: Class 3 contains 10158 members 
Mstep: Class 4 contains 149323 members 
Mstep: Class 5 contains 158666 members 
Mstep: Class 6 contains 82591 members 
Mstep: Class 7 contains 54515 members 
Mstep: Class 8 contains 45179 members 
Mstep: Class 10 contains 202088 members 
Mstep: Class 11 contains 82442 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 89393 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 86816 members 
Mstep: Class 16 contains 48945 members 
Mstep: Class 17 contains 24608 members 
Mstep: Class 18 contains 17259 members 
Mstep: Class 19 contains 29340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132907008.000000 Penalty: 62151.097656
Iteration 3F: 19 clusters Score -1.32907e+08 nChanged 220477
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 8488 members 
Mstep: Class 4 contains 153816 members 
Mstep: Class 5 contains 160905 members 
Mstep: Class 6 contains 86533 members 
Mstep: Class 7 contains 42131 members 
Mstep: Class 8 contains 42110 members 
Mstep: Class 10 contains 227392 members 
Mstep: Class 11 contains 97480 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 87488 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 63882 members 
Mstep: Class 16 contains 43067 members 
Mstep: Class 17 contains 16799 members 
Mstep: Class 18 contains 17924 members 
Mstep: Class 19 contains 29279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229352.000000 Penalty: 62151.097656
Iteration 4F: 19 clusters Score -1.332294e+08 nChanged 161831
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 7569 members 
Mstep: Class 4 contains 151934 members 
Mstep: Class 5 contains 161819 members 
Mstep: Class 6 contains 92513 members 
Mstep: Class 7 contains 35034 members 
Mstep: Class 8 contains 39792 members 
Mstep: Class 10 contains 252963 members 
Mstep: Class 11 contains 105523 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 80588 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 46730 members 
Mstep: Class 16 contains 38823 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 17929 members 
Mstep: Class 19 contains 27488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133400312.000000 Penalty: 62151.097656
Iteration 5F: 19 clusters Score -1.334003e+08 nChanged 125892
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 152826 members 
Mstep: Class 5 contains 164743 members 
Mstep: Class 6 contains 96417 members 
Mstep: Class 7 contains 30327 members 
Mstep: Class 8 contains 37947 members 
Mstep: Class 10 contains 268912 members 
Mstep: Class 11 contains 109314 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 72724 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 35578 members 
Mstep: Class 16 contains 36532 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 17809 members 
Mstep: Class 19 contains 25566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133523624.000000 Penalty: 62151.097656
Iteration 6F: 19 clusters Score -1.335236e+08 nChanged 99967
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 7106 members 
Mstep: Class 4 contains 160369 members 
Mstep: Class 5 contains 169258 members 
Mstep: Class 6 contains 97635 members 
Mstep: Class 7 contains 27201 members 
Mstep: Class 8 contains 36253 members 
Mstep: Class 10 contains 273877 members 
Mstep: Class 11 contains 110335 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 64293 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 28797 members 
Mstep: Class 16 contains 35332 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 17611 members 
Mstep: Class 19 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133619904.000000 Penalty: 62151.097656
Iteration 7F: 19 clusters Score -1.336199e+08 nChanged 83258
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 24183 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 172906 members 
Mstep: Class 5 contains 174784 members 
Mstep: Class 6 contains 97251 members 
Mstep: Class 7 contains 25292 members 
Mstep: Class 8 contains 34631 members 
Mstep: Class 10 contains 271401 members 
Mstep: Class 11 contains 109830 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 55655 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 25013 members 
Mstep: Class 16 contains 34443 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 22389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133702784.000000 Penalty: 62151.097656
Iteration 8F: 19 clusters Score -1.337028e+08 nChanged 69604
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 27168 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 186383 members 
Mstep: Class 5 contains 179751 members 
Mstep: Class 6 contains 95567 members 
Mstep: Class 7 contains 23850 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 10 contains 266099 members 
Mstep: Class 11 contains 108750 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 48253 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 23721 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 18 contains 17207 members 
Mstep: Class 19 contains 21318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767328.000000 Penalty: 62151.097656
Iteration 9F: 19 clusters Score -1.337673e+08 nChanged 54870
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 29594 members 
Mstep: Class 3 contains 8884 members 
Mstep: Class 4 contains 197689 members 
Mstep: Class 5 contains 183442 members 
Mstep: Class 6 contains 93312 members 
Mstep: Class 7 contains 22748 members 
Mstep: Class 8 contains 31682 members 
Mstep: Class 10 contains 260755 members 
Mstep: Class 11 contains 107570 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 43017 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 24019 members 
Mstep: Class 16 contains 32820 members 
Mstep: Class 17 contains 8852 members 
Mstep: Class 18 contains 16967 members 
Mstep: Class 19 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133807088.000000 Penalty: 62151.097656
Iteration 10Q: 19 clusters Score -1.338071e+08 nChanged 41322
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 31500 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 206318 members 
Mstep: Class 5 contains 185635 members 
Mstep: Class 6 contains 90931 members 
Mstep: Class 7 contains 22051 members 
Mstep: Class 8 contains 30456 members 
Mstep: Class 10 contains 256674 members 
Mstep: Class 11 contains 106655 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 39581 members 
Mstep: Class 14 contains 1968 members 
Mstep: Class 15 contains 24767 members 
Mstep: Class 16 contains 32347 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133832440.000000 Penalty: 62151.097656
Iteration 11Q: 19 clusters Score -1.338324e+08 nChanged 31078
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 32891 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 212579 members 
Mstep: Class 5 contains 186586 members 
Mstep: Class 6 contains 88718 members 
Mstep: Class 7 contains 21645 members 
Mstep: Class 8 contains 29491 members 
Mstep: Class 10 contains 254332 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 37259 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 25714 members 
Mstep: Class 16 contains 31905 members 
Mstep: Class 17 contains 8278 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 20717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133846824.000000 Penalty: 62151.097656
Iteration 12Q: 19 clusters Score -1.338468e+08 nChanged 23641
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 33800 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 216768 members 
Mstep: Class 5 contains 186837 members 
Mstep: Class 6 contains 86643 members 
Mstep: Class 7 contains 21406 members 
Mstep: Class 8 contains 28679 members 
Mstep: Class 10 contains 253291 members 
Mstep: Class 11 contains 105281 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 35713 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 26867 members 
Mstep: Class 16 contains 31536 members 
Mstep: Class 17 contains 8135 members 
Mstep: Class 18 contains 16257 members 
Mstep: Class 19 contains 21003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133855248.000000 Penalty: 62151.097656
Iteration 13Q: 19 clusters Score -1.338552e+08 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 34387 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 219446 members 
Mstep: Class 5 contains 186494 members 
Mstep: Class 6 contains 84858 members 
Mstep: Class 7 contains 21303 members 
Mstep: Class 8 contains 27953 members 
Mstep: Class 10 contains 253260 members 
Mstep: Class 11 contains 104810 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 28175 members 
Mstep: Class 16 contains 31246 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 16150 members 
Mstep: Class 19 contains 21279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133860240.000000 Penalty: 62151.097656
Iteration 14Q: 19 clusters Score -1.338602e+08 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 34816 members 
Mstep: Class 3 contains 9796 members 
Mstep: Class 4 contains 221120 members 
Mstep: Class 5 contains 185805 members 
Mstep: Class 6 contains 83287 members 
Mstep: Class 7 contains 21322 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 10 contains 253803 members 
Mstep: Class 11 contains 104374 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 33885 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 29613 members 
Mstep: Class 16 contains 31039 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 16076 members 
Mstep: Class 19 contains 21586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133864320.000000 Penalty: 62151.097656
Iteration 15Q: 19 clusters Score -1.338643e+08 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 35211 members 
Mstep: Class 3 contains 9842 members 
Mstep: Class 4 contains 222085 members 
Mstep: Class 5 contains 184940 members 
Mstep: Class 6 contains 81907 members 
Mstep: Class 7 contains 21366 members 
Mstep: Class 8 contains 26467 members 
Mstep: Class 10 contains 254595 members 
Mstep: Class 11 contains 104031 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 33312 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 31172 members 
Mstep: Class 16 contains 30876 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 16023 members 
Mstep: Class 19 contains 21936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133867776.000000 Penalty: 62151.097656
Iteration 16Q: 19 clusters Score -1.338678e+08 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 35472 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 222331 members 
Mstep: Class 5 contains 184110 members 
Mstep: Class 6 contains 80759 members 
Mstep: Class 7 contains 21469 members 
Mstep: Class 8 contains 25710 members 
Mstep: Class 10 contains 255446 members 
Mstep: Class 11 contains 103763 members 
Mstep: Class 12 contains 2503 members 
Mstep: Class 13 contains 32908 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 32759 members 
Mstep: Class 16 contains 30761 members 
Mstep: Class 17 contains 7929 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133870128.000000 Penalty: 62151.097656
Iteration 17Q: 19 clusters Score -1.338701e+08 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 35716 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 222124 members 
Mstep: Class 5 contains 183349 members 
Mstep: Class 6 contains 79825 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 25107 members 
Mstep: Class 10 contains 256253 members 
Mstep: Class 11 contains 103502 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 32611 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 34304 members 
Mstep: Class 16 contains 30650 members 
Mstep: Class 17 contains 7912 members 
Mstep: Class 18 contains 15938 members 
Mstep: Class 19 contains 22730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133872320.000000 Penalty: 62151.097656
Iteration 18Q: 19 clusters Score -1.338723e+08 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 35926 members 
Mstep: Class 3 contains 9931 members 
Mstep: Class 4 contains 221467 members 
Mstep: Class 5 contains 182720 members 
Mstep: Class 6 contains 79052 members 
Mstep: Class 7 contains 21697 members 
Mstep: Class 8 contains 24627 members 
Mstep: Class 10 contains 257040 members 
Mstep: Class 11 contains 103284 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 35821 members 
Mstep: Class 16 contains 30518 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 18 contains 15923 members 
Mstep: Class 19 contains 23089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133874784.000000 Penalty: 62151.097656
Iteration 19Q: 19 clusters Score -1.338748e+08 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 36049 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 220390 members 
Mstep: Class 5 contains 182367 members 
Mstep: Class 6 contains 78395 members 
Mstep: Class 7 contains 21863 members 
Mstep: Class 8 contains 24304 members 
Mstep: Class 10 contains 257815 members 
Mstep: Class 11 contains 103125 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 37206 members 
Mstep: Class 16 contains 30435 members 
Mstep: Class 17 contains 7880 members 
Mstep: Class 18 contains 15907 members 
Mstep: Class 19 contains 23336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133879032.000000 Penalty: 62151.097656
Iteration 20F: 19 clusters Score -1.33879e+08 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 36447 members 
Mstep: Class 3 contains 9981 members 
Mstep: Class 4 contains 219087 members 
Mstep: Class 5 contains 181756 members 
Mstep: Class 6 contains 77859 members 
Mstep: Class 7 contains 22135 members 
Mstep: Class 8 contains 23654 members 
Mstep: Class 10 contains 258494 members 
Mstep: Class 11 contains 103018 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 32163 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 40131 members 
Mstep: Class 16 contains 30076 members 
Mstep: Class 17 contains 7867 members 
Mstep: Class 18 contains 15889 members 
Mstep: Class 19 contains 22616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133885184.000000 Penalty: 62151.097656
Iteration 21Q: 19 clusters Score -1.338852e+08 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 36716 members 
Mstep: Class 3 contains 10031 members 
Mstep: Class 4 contains 217518 members 
Mstep: Class 5 contains 181361 members 
Mstep: Class 6 contains 77400 members 
Mstep: Class 7 contains 22454 members 
Mstep: Class 8 contains 23137 members 
Mstep: Class 10 contains 259147 members 
Mstep: Class 11 contains 103011 members 
Mstep: Class 12 contains 2526 members 
Mstep: Class 13 contains 32121 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 43300 members 
Mstep: Class 16 contains 29711 members 
Mstep: Class 17 contains 7861 members 
Mstep: Class 18 contains 15872 members 
Mstep: Class 19 contains 21454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133891168.000000 Penalty: 62151.097656
Iteration 22Q: 19 clusters Score -1.338912e+08 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 36910 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 215777 members 
Mstep: Class 5 contains 181214 members 
Mstep: Class 6 contains 76987 members 
Mstep: Class 7 contains 22814 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 10 contains 259756 members 
Mstep: Class 11 contains 103085 members 
Mstep: Class 12 contains 2526 members 
Mstep: Class 13 contains 32087 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 46117 members 
Mstep: Class 16 contains 29310 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 15854 members 
Mstep: Class 19 contains 20414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133895712.000000 Penalty: 62151.097656
Iteration 23Q: 19 clusters Score -1.338957e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 37088 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 213938 members 
Mstep: Class 5 contains 181443 members 
Mstep: Class 6 contains 76589 members 
Mstep: Class 7 contains 23156 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 10 contains 260285 members 
Mstep: Class 11 contains 103188 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 32064 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 48384 members 
Mstep: Class 16 contains 28932 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 15854 members 
Mstep: Class 19 contains 19645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133899216.000000 Penalty: 62151.097656
Iteration 24Q: 19 clusters Score -1.338992e+08 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 37268 members 
Mstep: Class 3 contains 10167 members 
Mstep: Class 4 contains 212116 members 
Mstep: Class 5 contains 181741 members 
Mstep: Class 6 contains 76237 members 
Mstep: Class 7 contains 23589 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 10 contains 260819 members 
Mstep: Class 11 contains 103279 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 32016 members 
Mstep: Class 14 contains 2782 members 
Mstep: Class 15 contains 50244 members 
Mstep: Class 16 contains 28566 members 
Mstep: Class 17 contains 7811 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 19073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133901296.000000 Penalty: 62151.097656
Iteration 25Q: 19 clusters Score -1.339013e+08 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 37401 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 210268 members 
Mstep: Class 5 contains 182178 members 
Mstep: Class 6 contains 75878 members 
Mstep: Class 7 contains 24057 members 
Mstep: Class 8 contains 21683 members 
Mstep: Class 10 contains 261277 members 
Mstep: Class 11 contains 103382 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 51853 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 18677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133904456.000000 Penalty: 62151.097656
Iteration 26Q: 19 clusters Score -1.339045e+08 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 37447 members 
Mstep: Class 3 contains 10236 members 
Mstep: Class 4 contains 208475 members 
Mstep: Class 5 contains 182747 members 
Mstep: Class 6 contains 75572 members 
Mstep: Class 7 contains 24645 members 
Mstep: Class 8 contains 21292 members 
Mstep: Class 10 contains 261645 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 31924 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 53228 members 
Mstep: Class 16 contains 27889 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 18 contains 15835 members 
Mstep: Class 19 contains 18383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133906256.000000 Penalty: 62151.097656
Iteration 27Q: 19 clusters Score -1.339063e+08 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 37492 members 
Mstep: Class 3 contains 10264 members 
Mstep: Class 4 contains 206732 members 
Mstep: Class 5 contains 183253 members 
Mstep: Class 6 contains 75323 members 
Mstep: Class 7 contains 25230 members 
Mstep: Class 8 contains 20946 members 
Mstep: Class 10 contains 262012 members 
Mstep: Class 11 contains 103596 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 31908 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 54433 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 7796 members 
Mstep: Class 18 contains 15826 members 
Mstep: Class 19 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133908264.000000 Penalty: 62151.097656
Iteration 28Q: 19 clusters Score -1.339083e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 37495 members 
Mstep: Class 3 contains 10288 members 
Mstep: Class 4 contains 205037 members 
Mstep: Class 5 contains 183780 members 
Mstep: Class 6 contains 75049 members 
Mstep: Class 7 contains 25857 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 10 contains 262407 members 
Mstep: Class 11 contains 103705 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 31910 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 55460 members 
Mstep: Class 16 contains 27091 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 15824 members 
Mstep: Class 19 contains 18123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133910288.000000 Penalty: 62151.097656
Iteration 29Q: 19 clusters Score -1.339103e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 37507 members 
Mstep: Class 3 contains 10307 members 
Mstep: Class 4 contains 203422 members 
Mstep: Class 5 contains 184325 members 
Mstep: Class 6 contains 74788 members 
Mstep: Class 7 contains 26474 members 
Mstep: Class 8 contains 20259 members 
Mstep: Class 10 contains 262800 members 
Mstep: Class 11 contains 103762 members 
Mstep: Class 12 contains 2654 members 
Mstep: Class 13 contains 31912 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 56372 members 
Mstep: Class 16 contains 26653 members 
Mstep: Class 17 contains 7821 members 
Mstep: Class 18 contains 15825 members 
Mstep: Class 19 contains 18122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133911792.000000 Penalty: 62151.097656
Iteration 30Q: 19 clusters Score -1.339118e+08 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 37438 members 
Mstep: Class 3 contains 10333 members 
Mstep: Class 4 contains 201900 members 
Mstep: Class 5 contains 184858 members 
Mstep: Class 6 contains 74546 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 19895 members 
Mstep: Class 10 contains 263190 members 
Mstep: Class 11 contains 103880 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 31899 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 57148 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 7824 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 18166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133913048.000000 Penalty: 62151.097656
Iteration 31Q: 19 clusters Score -1.33913e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 37519 members 
Mstep: Class 3 contains 10351 members 
Mstep: Class 4 contains 200463 members 
Mstep: Class 5 contains 185336 members 
Mstep: Class 6 contains 74289 members 
Mstep: Class 7 contains 27765 members 
Mstep: Class 8 contains 19558 members 
Mstep: Class 10 contains 263580 members 
Mstep: Class 11 contains 103978 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 31897 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 57895 members 
Mstep: Class 16 contains 25651 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 15825 members 
Mstep: Class 19 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133914232.000000 Penalty: 62151.097656
Iteration 32Q: 19 clusters Score -1.339142e+08 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 37707 members 
Mstep: Class 3 contains 10375 members 
Mstep: Class 4 contains 199108 members 
Mstep: Class 5 contains 185815 members 
Mstep: Class 6 contains 74021 members 
Mstep: Class 7 contains 28321 members 
Mstep: Class 8 contains 19228 members 
Mstep: Class 10 contains 263972 members 
Mstep: Class 11 contains 104062 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 31881 members 
Mstep: Class 14 contains 2805 members 
Mstep: Class 15 contains 58540 members 
Mstep: Class 16 contains 25012 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 18 contains 15820 members 
Mstep: Class 19 contains 18388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133916392.000000 Penalty: 62151.097656
Iteration 33Q: 19 clusters Score -1.339164e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 38190 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 197809 members 
Mstep: Class 5 contains 186309 members 
Mstep: Class 6 contains 73778 members 
Mstep: Class 7 contains 28862 members 
Mstep: Class 8 contains 18923 members 
Mstep: Class 10 contains 264355 members 
Mstep: Class 11 contains 104140 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 31861 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 59094 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 18 contains 15817 members 
Mstep: Class 19 contains 18542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133920040.000000 Penalty: 62151.097656
Iteration 34Q: 19 clusters Score -1.3392e+08 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 38862 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 4 contains 196632 members 
Mstep: Class 5 contains 186736 members 
Mstep: Class 6 contains 73558 members 
Mstep: Class 7 contains 29371 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 10 contains 264714 members 
Mstep: Class 11 contains 104131 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 31862 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 59590 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 15824 members 
Mstep: Class 19 contains 18629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133926896.000000 Penalty: 62151.097656
Iteration 35Q: 19 clusters Score -1.339269e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 39210 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 4 contains 195618 members 
Mstep: Class 5 contains 187102 members 
Mstep: Class 6 contains 73377 members 
Mstep: Class 7 contains 29831 members 
Mstep: Class 8 contains 18389 members 
Mstep: Class 10 contains 265009 members 
Mstep: Class 11 contains 104066 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 31845 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 60004 members 
Mstep: Class 16 contains 22888 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 18 contains 15826 members 
Mstep: Class 19 contains 18646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133930488.000000 Penalty: 62151.097656
Iteration 36Q: 19 clusters Score -1.339305e+08 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 10445 members 
Mstep: Class 4 contains 194815 members 
Mstep: Class 5 contains 187419 members 
Mstep: Class 6 contains 73214 members 
Mstep: Class 7 contains 30186 members 
Mstep: Class 8 contains 18161 members 
Mstep: Class 10 contains 265296 members 
Mstep: Class 11 contains 103987 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 31827 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 60341 members 
Mstep: Class 16 contains 22762 members 
Mstep: Class 17 contains 7865 members 
Mstep: Class 18 contains 15818 members 
Mstep: Class 19 contains 18694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133931784.000000 Penalty: 62151.097656
Iteration 37Q: 19 clusters Score -1.339318e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 39472 members 
Mstep: Class 3 contains 10456 members 
Mstep: Class 4 contains 194120 members 
Mstep: Class 5 contains 187716 members 
Mstep: Class 6 contains 73061 members 
Mstep: Class 7 contains 30488 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 10 contains 265595 members 
Mstep: Class 11 contains 103899 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 31813 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 60540 members 
Mstep: Class 16 contains 22629 members 
Mstep: Class 17 contains 7868 members 
Mstep: Class 18 contains 15820 members 
Mstep: Class 19 contains 18813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133932976.000000 Penalty: 62151.097656
Iteration 38Q: 19 clusters Score -1.33933e+08 nChanged 3546
Entering ConstructFrom: 
Score: -133932976.000000 Penalty: 62151.097656
Entering ConstructFrom: 
Trying to split cluster 1 (26752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Entering Unmasked Estep 
Score: -3218064.000000 Penalty: 2528.202393
	Iteration 0F: 2 clusters Score -3218064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3199710.750000 Penalty: 5056.404785
	Iteration 0F: 3 clusters Score -3199711 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3208289.000000 Penalty: 5056.404785
	Iteration 1F: 3 clusters Score -3208289 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3212241.000000 Penalty: 5056.404785
	Iteration 2F: 3 clusters Score -3212241 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3215752.000000 Penalty: 5056.404785
	Iteration 3F: 3 clusters Score -3215752 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3218492.250000 Penalty: 5056.404785
	Iteration 4F: 3 clusters Score -3218492 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3220460.750000 Penalty: 5056.404785
	Iteration 5F: 3 clusters Score -3220461 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3221818.500000 Penalty: 5056.404785
	Iteration 6Q: 3 clusters Score -3221818 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3222706.500000 Penalty: 5056.404785
	Iteration 7Q: 3 clusters Score -3222706 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3223283.250000 Penalty: 5056.404785
	Iteration 8Q: 3 clusters Score -3223283 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3223576.500000 Penalty: 5056.404785
	Iteration 9Q: 3 clusters Score -3223576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3223775.750000 Penalty: 5056.404785
	Iteration 10Q: 3 clusters Score -3223776 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3224033.750000 Penalty: 5056.404785
	Iteration 11Q: 3 clusters Score -3224034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3224576.750000 Penalty: 5056.404785
	Iteration 12Q: 3 clusters Score -3224577 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3225587.000000 Penalty: 5056.404785
	Iteration 13Q: 3 clusters Score -3225587 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3225980.750000 Penalty: 5056.404785
	Iteration 14Q: 3 clusters Score -3225981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3226070.250000 Penalty: 5056.404785
	Iteration 15Q: 3 clusters Score -3226070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3226091.250000 Penalty: 5056.404785
	Iteration 16Q: 3 clusters Score -3226091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3226108.000000 Penalty: 5056.404785
	Iteration 17Q: 3 clusters Score -3226108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3226117.250000 Penalty: 5056.404785
	Iteration 18Q: 3 clusters Score -3226117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3226113.500000 Penalty: 5056.404785
	Iteration 19Q: 3 clusters Score -3226114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3226117.250000 Penalty: 5056.404785
	Iteration 20F: 3 clusters Score -3226117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3226114.500000 Penalty: 5056.404785
	Iteration 21Q: 3 clusters Score -3226114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3226117.750000 Penalty: 5056.404785
	Iteration 22Q: 3 clusters Score -3226118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3226118.000000 Penalty: 5056.404785
	Iteration 23Q: 3 clusters Score -3226118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3226115.000000 Penalty: 5056.404785
	Iteration 24Q: 3 clusters Score -3226115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3226117.250000 Penalty: 5056.404785
	Iteration 25Q: 3 clusters Score -3226117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3226120.500000 Penalty: 5056.404785
	Iteration 26Q: 3 clusters Score -3226120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3226128.500000 Penalty: 5056.404785
	Iteration 27Q: 3 clusters Score -3226128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3226135.500000 Penalty: 5056.404785
	Iteration 28Q: 3 clusters Score -3226136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3226134.500000 Penalty: 5056.404785
	Iteration 29Q: 3 clusters Score -3226134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3226138.000000 Penalty: 5056.404785
	Iteration 30Q: 3 clusters Score -3226138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3226143.250000 Penalty: 5056.404785
	Iteration 31Q: 3 clusters Score -3226143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3226142.750000 Penalty: 5056.404785
	Iteration 32Q: 3 clusters Score -3226143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3226140.750000 Penalty: 5056.404785
	Iteration 33Q: 3 clusters Score -3226141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3226141.250000 Penalty: 5056.404785
	Iteration 34Q: 3 clusters Score -3226141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3226141.250000 Penalty: 5056.404785
	Iteration 35F: 3 clusters Score -3226141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 39520 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 4 contains 193546 members 
Mstep: Class 5 contains 187990 members 
Mstep: Class 6 contains 72868 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Entering Unmasked Estep 
Score: -133939760.000000 Penalty: 65603.937500
Splitting cluster 1 changes total score from -133932976.000000 to -133939760.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (39520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Entering Unmasked Estep 
Score: -4364239.000000 Penalty: 2624.971436
	Iteration 0F: 2 clusters Score -4364239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4337785.000000 Penalty: 5249.942871
	Iteration 0F: 3 clusters Score -4337785 nChanged 18164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4351632.000000 Penalty: 5249.942871
	Iteration 1F: 3 clusters Score -4351632 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4356792.500000 Penalty: 5249.942871
	Iteration 2F: 3 clusters Score -4356792 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4364141.000000 Penalty: 5249.942871
	Iteration 3F: 3 clusters Score -4364141 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4370866.500000 Penalty: 5249.942871
	Iteration 4F: 3 clusters Score -4370866 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4377701.500000 Penalty: 5249.942871
	Iteration 5F: 3 clusters Score -4377702 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4384612.500000 Penalty: 5249.942871
	Iteration 6F: 3 clusters Score -4384612 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4389657.000000 Penalty: 5249.942871
	Iteration 7F: 3 clusters Score -4389657 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4393065.000000 Penalty: 5249.942871
	Iteration 8F: 3 clusters Score -4393065 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4395867.500000 Penalty: 5249.942871
	Iteration 9Q: 3 clusters Score -4395868 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4397557.000000 Penalty: 5249.942871
	Iteration 10Q: 3 clusters Score -4397557 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4398426.500000 Penalty: 5249.942871
	Iteration 11Q: 3 clusters Score -4398426 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4399001.500000 Penalty: 5249.942871
	Iteration 12Q: 3 clusters Score -4399002 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4399303.500000 Penalty: 5249.942871
	Iteration 13Q: 3 clusters Score -4399304 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4399488.000000 Penalty: 5249.942871
	Iteration 14Q: 3 clusters Score -4399488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4399531.500000 Penalty: 5249.942871
	Iteration 15Q: 3 clusters Score -4399532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4399586.500000 Penalty: 5249.942871
	Iteration 16Q: 3 clusters Score -4399586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4399630.500000 Penalty: 5249.942871
	Iteration 17Q: 3 clusters Score -4399630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4399641.000000 Penalty: 5249.942871
	Iteration 18Q: 3 clusters Score -4399641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4399630.000000 Penalty: 5249.942871
	Iteration 19Q: 3 clusters Score -4399630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4399640.500000 Penalty: 5249.942871
	Iteration 20F: 3 clusters Score -4399640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4399645.000000 Penalty: 5249.942871
	Iteration 21Q: 3 clusters Score -4399645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4399651.000000 Penalty: 5249.942871
	Iteration 22Q: 3 clusters Score -4399651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4399644.500000 Penalty: 5249.942871
	Iteration 23Q: 3 clusters Score -4399644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4399645.000000 Penalty: 5249.942871
	Iteration 24Q: 3 clusters Score -4399645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4399660.500000 Penalty: 5249.942871
	Iteration 25Q: 3 clusters Score -4399660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4399669.000000 Penalty: 5249.942871
	Iteration 26Q: 3 clusters Score -4399669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4399661.500000 Penalty: 5249.942871
	Iteration 27Q: 3 clusters Score -4399662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4399659.500000 Penalty: 5249.942871
	Iteration 28Q: 3 clusters Score -4399660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4399665.000000 Penalty: 5249.942871
	Iteration 29Q: 3 clusters Score -4399665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4399662.500000 Penalty: 5249.942871
	Iteration 30Q: 3 clusters Score -4399662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4399662.000000 Penalty: 5249.942871
	Iteration 31Q: 3 clusters Score -4399662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4399658.000000 Penalty: 5249.942871
	Iteration 32Q: 3 clusters Score -4399658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4399653.500000 Penalty: 5249.942871
	Iteration 33Q: 3 clusters Score -4399654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4399653.500000 Penalty: 5249.942871
	Iteration 34F: 3 clusters Score -4399654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 4 contains 193546 members 
Mstep: Class 5 contains 187990 members 
Mstep: Class 6 contains 72868 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Entering Unmasked Estep 
Score: -133975488.000000 Penalty: 69056.773438
Splitting cluster 2 changes total score from -133932976.000000 to -133975488.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1230811.500000 Penalty: 2295.388916
	Iteration 0F: 2 clusters Score -1230812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1222980.375000 Penalty: 4590.777832
	Iteration 0F: 3 clusters Score -1222980 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1225860.625000 Penalty: 4590.777832
	Iteration 1F: 3 clusters Score -1225861 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1227233.500000 Penalty: 4590.777832
	Iteration 2F: 3 clusters Score -1227234 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1228815.500000 Penalty: 4590.777832
	Iteration 3F: 3 clusters Score -1228816 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1230072.125000 Penalty: 4590.777832
	Iteration 4F: 3 clusters Score -1230072 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1230929.500000 Penalty: 4590.777832
	Iteration 5F: 3 clusters Score -1230930 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1231494.125000 Penalty: 4590.777832
	Iteration 6F: 3 clusters Score -1231494 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1231912.250000 Penalty: 4590.777832
	Iteration 7Q: 3 clusters Score -1231912 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1232229.500000 Penalty: 4590.777832
	Iteration 8Q: 3 clusters Score -1232230 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1232454.250000 Penalty: 4590.777832
	Iteration 9Q: 3 clusters Score -1232454 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1232667.875000 Penalty: 4590.777832
	Iteration 10Q: 3 clusters Score -1232668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1232866.250000 Penalty: 4590.777832
	Iteration 11Q: 3 clusters Score -1232866 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1233045.750000 Penalty: 4590.777832
	Iteration 12Q: 3 clusters Score -1233046 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1233161.750000 Penalty: 4590.777832
	Iteration 13Q: 3 clusters Score -1233162 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1233247.000000 Penalty: 4590.777832
	Iteration 14Q: 3 clusters Score -1233247 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1233317.750000 Penalty: 4590.777832
	Iteration 15Q: 3 clusters Score -1233318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1233378.625000 Penalty: 4590.777832
	Iteration 16Q: 3 clusters Score -1233379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1233431.125000 Penalty: 4590.777832
	Iteration 17Q: 3 clusters Score -1233431 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1233478.250000 Penalty: 4590.777832
	Iteration 18Q: 3 clusters Score -1233478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1233525.875000 Penalty: 4590.777832
	Iteration 19Q: 3 clusters Score -1233526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1233589.250000 Penalty: 4590.777832
	Iteration 20F: 3 clusters Score -1233589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1233665.000000 Penalty: 4590.777832
	Iteration 21Q: 3 clusters Score -1233665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1233716.750000 Penalty: 4590.777832
	Iteration 22Q: 3 clusters Score -1233717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1233763.500000 Penalty: 4590.777832
	Iteration 23Q: 3 clusters Score -1233764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1233807.500000 Penalty: 4590.777832
	Iteration 24Q: 3 clusters Score -1233808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1233845.375000 Penalty: 4590.777832
	Iteration 25Q: 3 clusters Score -1233845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1233880.875000 Penalty: 4590.777832
	Iteration 26Q: 3 clusters Score -1233881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1233927.375000 Penalty: 4590.777832
	Iteration 27Q: 3 clusters Score -1233927 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1233981.000000 Penalty: 4590.777832
	Iteration 28Q: 3 clusters Score -1233981 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1234084.000000 Penalty: 4590.777832
	Iteration 29Q: 3 clusters Score -1234084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1234215.500000 Penalty: 4590.777832
	Iteration 30Q: 3 clusters Score -1234216 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1234405.125000 Penalty: 4590.777832
	Iteration 31Q: 3 clusters Score -1234405 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1234633.375000 Penalty: 4590.777832
	Iteration 32Q: 3 clusters Score -1234633 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1234890.375000 Penalty: 4590.777832
	Iteration 33Q: 3 clusters Score -1234890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1235028.250000 Penalty: 4590.777832
	Iteration 34Q: 3 clusters Score -1235028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1235101.375000 Penalty: 4590.777832
	Iteration 35Q: 3 clusters Score -1235101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1235144.000000 Penalty: 4590.777832
	Iteration 36Q: 3 clusters Score -1235144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1235181.500000 Penalty: 4590.777832
	Iteration 37Q: 3 clusters Score -1235182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1235215.375000 Penalty: 4590.777832
	Iteration 38Q: 3 clusters Score -1235215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1235245.375000 Penalty: 4590.777832
	Iteration 39Q: 3 clusters Score -1235245 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1235277.375000 Penalty: 4590.777832
	Iteration 40F: 3 clusters Score -1235277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1235320.875000 Penalty: 4590.777832
	Iteration 41Q: 3 clusters Score -1235321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1235353.250000 Penalty: 4590.777832
	Iteration 42Q: 3 clusters Score -1235353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1235394.375000 Penalty: 4590.777832
	Iteration 43Q: 3 clusters Score -1235394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1235449.875000 Penalty: 4590.777832
	Iteration 44Q: 3 clusters Score -1235450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1235536.750000 Penalty: 4590.777832
	Iteration 45Q: 3 clusters Score -1235537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1235626.625000 Penalty: 4590.777832
	Iteration 46Q: 3 clusters Score -1235627 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1235693.750000 Penalty: 4590.777832
	Iteration 47Q: 3 clusters Score -1235694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1235736.875000 Penalty: 4590.777832
	Iteration 48Q: 3 clusters Score -1235737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1235760.000000 Penalty: 4590.777832
	Iteration 49Q: 3 clusters Score -1235760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1235794.875000 Penalty: 4590.777832
	Iteration 50Q: 3 clusters Score -1235795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1235806.375000 Penalty: 4590.777832
	Iteration 51Q: 3 clusters Score -1235806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1235821.625000 Penalty: 4590.777832
	Iteration 52Q: 3 clusters Score -1235822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1235824.625000 Penalty: 4590.777832
	Iteration 53Q: 3 clusters Score -1235825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1235828.875000 Penalty: 4590.777832
	Iteration 54Q: 3 clusters Score -1235829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1235831.500000 Penalty: 4590.777832
	Iteration 55Q: 3 clusters Score -1235832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1235832.500000 Penalty: 4590.777832
	Iteration 56Q: 3 clusters Score -1235832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1235832.875000 Penalty: 4590.777832
	Iteration 57Q: 3 clusters Score -1235833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1235834.875000 Penalty: 4590.777832
	Iteration 58Q: 3 clusters Score -1235835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1235834.000000 Penalty: 4590.777832
	Iteration 59Q: 3 clusters Score -1235834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1235836.750000 Penalty: 4590.777832
	Iteration 60F: 3 clusters Score -1235837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1235839.125000 Penalty: 4590.777832
	Iteration 61Q: 3 clusters Score -1235839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1235839.500000 Penalty: 4590.777832
	Iteration 62Q: 3 clusters Score -1235840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1235838.750000 Penalty: 4590.777832
	Iteration 63Q: 3 clusters Score -1235839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1235840.375000 Penalty: 4590.777832
	Iteration 64Q: 3 clusters Score -1235840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1235840.750000 Penalty: 4590.777832
	Iteration 65Q: 3 clusters Score -1235841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1235839.875000 Penalty: 4590.777832
	Iteration 66Q: 3 clusters Score -1235840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1235839.375000 Penalty: 4590.777832
	Iteration 67Q: 3 clusters Score -1235839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1235839.875000 Penalty: 4590.777832
	Iteration 68Q: 3 clusters Score -1235840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1235839.875000 Penalty: 4590.777832
	Iteration 69F: 3 clusters Score -1235840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 193546 members 
Mstep: Class 5 contains 187990 members 
Mstep: Class 6 contains 72868 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Entering Unmasked Estep 
Score: -133979328.000000 Penalty: 72509.617188
Splitting cluster 3 changes total score from -133932976.000000 to -133979328.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (193546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193546 members 
Entering Unmasked Estep 
Score: -23646894.000000 Penalty: 3018.970947
	Iteration 0F: 2 clusters Score -2.364689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -23520232.000000 Penalty: 6037.941895
	Iteration 0F: 3 clusters Score -2.352023e+07 nChanged 93030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -23577650.000000 Penalty: 6037.941895
	Iteration 1F: 3 clusters Score -2.357765e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -23581938.000000 Penalty: 6037.941895
	Iteration 2Q: 3 clusters Score -2.358194e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -23588262.000000 Penalty: 6037.941895
	Iteration 3F: 3 clusters Score -2.358826e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 104419 members 
Entering Unmasked Estep 
Score: -23596974.000000 Penalty: 6037.941895
	Iteration 4F: 3 clusters Score -2.359697e+07 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -23606174.000000 Penalty: 6037.941895
	Iteration 5F: 3 clusters Score -2.360617e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -23613986.000000 Penalty: 6037.941895
	Iteration 6F: 3 clusters Score -2.361399e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -23620390.000000 Penalty: 6037.941895
	Iteration 7F: 3 clusters Score -2.362039e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -23624830.000000 Penalty: 6037.941895
	Iteration 8Q: 3 clusters Score -2.362483e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -23628032.000000 Penalty: 6037.941895
	Iteration 9Q: 3 clusters Score -2.362803e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -23630544.000000 Penalty: 6037.941895
	Iteration 10Q: 3 clusters Score -2.363054e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -23632774.000000 Penalty: 6037.941895
	Iteration 11Q: 3 clusters Score -2.363277e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -23635234.000000 Penalty: 6037.941895
	Iteration 12Q: 3 clusters Score -2.363523e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 137545 members 
Entering Unmasked Estep 
Score: -23639164.000000 Penalty: 6037.941895
	Iteration 13Q: 3 clusters Score -2.363916e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 141479 members 
Entering Unmasked Estep 
Score: -23643780.000000 Penalty: 6037.941895
	Iteration 14Q: 3 clusters Score -2.364378e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -23649384.000000 Penalty: 6037.941895
	Iteration 15Q: 3 clusters Score -2.364938e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 147747 members 
Entering Unmasked Estep 
Score: -23654664.000000 Penalty: 6037.941895
	Iteration 16Q: 3 clusters Score -2.365466e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -23657986.000000 Penalty: 6037.941895
	Iteration 17Q: 3 clusters Score -2.365799e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -23659578.000000 Penalty: 6037.941895
	Iteration 18Q: 3 clusters Score -2.365958e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -23660216.000000 Penalty: 6037.941895
	Iteration 19Q: 3 clusters Score -2.366022e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 149839 members 
Entering Unmasked Estep 
Score: -23660674.000000 Penalty: 6037.941895
	Iteration 20F: 3 clusters Score -2.366067e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 149558 members 
Entering Unmasked Estep 
Score: -23660900.000000 Penalty: 6037.941895
	Iteration 21Q: 3 clusters Score -2.36609e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -23661118.000000 Penalty: 6037.941895
	Iteration 22Q: 3 clusters Score -2.366112e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 148940 members 
Entering Unmasked Estep 
Score: -23661172.000000 Penalty: 6037.941895
	Iteration 23Q: 3 clusters Score -2.366117e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 148547 members 
Entering Unmasked Estep 
Score: -23661256.000000 Penalty: 6037.941895
	Iteration 24Q: 3 clusters Score -2.366126e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -23661268.000000 Penalty: 6037.941895
	Iteration 25Q: 3 clusters Score -2.366127e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -23661260.000000 Penalty: 6037.941895
	Iteration 26Q: 3 clusters Score -2.366126e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -23661280.000000 Penalty: 6037.941895
	Iteration 27Q: 3 clusters Score -2.366128e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -23661232.000000 Penalty: 6037.941895
	Iteration 28Q: 3 clusters Score -2.366123e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -23661234.000000 Penalty: 6037.941895
	Iteration 29Q: 3 clusters Score -2.366123e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 146892 members 
Entering Unmasked Estep 
Score: -23661264.000000 Penalty: 6037.941895
	Iteration 30Q: 3 clusters Score -2.366126e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -23661284.000000 Penalty: 6037.941895
	Iteration 31Q: 3 clusters Score -2.366128e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -23661268.000000 Penalty: 6037.941895
	Iteration 32Q: 3 clusters Score -2.366127e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 146257 members 
Entering Unmasked Estep 
Score: -23661222.000000 Penalty: 6037.941895
	Iteration 33Q: 3 clusters Score -2.366122e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -23661238.000000 Penalty: 6037.941895
	Iteration 34Q: 3 clusters Score -2.366124e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -23661220.000000 Penalty: 6037.941895
	Iteration 35Q: 3 clusters Score -2.366122e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -23661220.000000 Penalty: 6037.941895
	Iteration 36Q: 3 clusters Score -2.366122e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -23661222.000000 Penalty: 6037.941895
	Iteration 37Q: 3 clusters Score -2.366122e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
Score: -23661244.000000 Penalty: 6037.941895
	Iteration 38Q: 3 clusters Score -2.366124e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -23661200.000000 Penalty: 6037.941895
	Iteration 39Q: 3 clusters Score -2.36612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 145334 members 
Entering Unmasked Estep 
Score: -23661204.000000 Penalty: 6037.941895
	Iteration 40F: 3 clusters Score -2.36612e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -23661222.000000 Penalty: 6037.941895
	Iteration 41Q: 3 clusters Score -2.366122e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -23661258.000000 Penalty: 6037.941895
	Iteration 42Q: 3 clusters Score -2.366126e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 145001 members 
Entering Unmasked Estep 
Score: -23661216.000000 Penalty: 6037.941895
	Iteration 43Q: 3 clusters Score -2.366122e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -23661210.000000 Penalty: 6037.941895
	Iteration 44Q: 3 clusters Score -2.366121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -23661194.000000 Penalty: 6037.941895
	Iteration 45Q: 3 clusters Score -2.366119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -23661206.000000 Penalty: 6037.941895
	Iteration 46Q: 3 clusters Score -2.366121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -23661176.000000 Penalty: 6037.941895
	Iteration 47Q: 3 clusters Score -2.366118e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -23661192.000000 Penalty: 6037.941895
	Iteration 48Q: 3 clusters Score -2.366119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -23661232.000000 Penalty: 6037.941895
	Iteration 49Q: 3 clusters Score -2.366123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 144621 members 
Entering Unmasked Estep 
Score: -23661244.000000 Penalty: 6037.941895
	Iteration 50Q: 3 clusters Score -2.366124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 144580 members 
Entering Unmasked Estep 
Score: -23661260.000000 Penalty: 6037.941895
	Iteration 51Q: 3 clusters Score -2.366126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 144537 members 
Entering Unmasked Estep 
Score: -23661286.000000 Penalty: 6037.941895
	Iteration 52Q: 3 clusters Score -2.366129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -23661288.000000 Penalty: 6037.941895
	Iteration 53Q: 3 clusters Score -2.366129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -23661288.000000 Penalty: 6037.941895
	Iteration 54Q: 3 clusters Score -2.366129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 144463 members 
Entering Unmasked Estep 
Score: -23661292.000000 Penalty: 6037.941895
	Iteration 55Q: 3 clusters Score -2.366129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 144440 members 
Entering Unmasked Estep 
Score: -23661304.000000 Penalty: 6037.941895
	Iteration 56Q: 3 clusters Score -2.36613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 144421 members 
Entering Unmasked Estep 
Score: -23661292.000000 Penalty: 6037.941895
	Iteration 57Q: 3 clusters Score -2.366129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 144406 members 
Entering Unmasked Estep 
Score: -23661294.000000 Penalty: 6037.941895
	Iteration 58Q: 3 clusters Score -2.366129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -23661292.000000 Penalty: 6037.941895
	Iteration 59Q: 3 clusters Score -2.366129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -23661306.000000 Penalty: 6037.941895
	Iteration 60F: 3 clusters Score -2.366131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -23661288.000000 Penalty: 6037.941895
	Iteration 61Q: 3 clusters Score -2.366129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 144352 members 
Entering Unmasked Estep 
Score: -23661290.000000 Penalty: 6037.941895
	Iteration 62Q: 3 clusters Score -2.366129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -23661304.000000 Penalty: 6037.941895
	Iteration 63Q: 3 clusters Score -2.36613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -23661280.000000 Penalty: 6037.941895
	Iteration 64Q: 3 clusters Score -2.366128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -23661284.000000 Penalty: 6037.941895
	Iteration 65Q: 3 clusters Score -2.366128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 144327 members 
Entering Unmasked Estep 
Score: -23661284.000000 Penalty: 6037.941895
	Iteration 66Q: 3 clusters Score -2.366128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -23661272.000000 Penalty: 6037.941895
	Iteration 67Q: 3 clusters Score -2.366127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 144323 members 
Entering Unmasked Estep 
Score: -23661286.000000 Penalty: 6037.941895
	Iteration 68Q: 3 clusters Score -2.366129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 144322 members 
Entering Unmasked Estep 
Score: -23661280.000000 Penalty: 6037.941895
	Iteration 69Q: 3 clusters Score -2.366128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 144322 members 
Entering Unmasked Estep 
Score: -23661280.000000 Penalty: 6037.941895
	Iteration 70F: 3 clusters Score -2.366128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 187990 members 
Mstep: Class 6 contains 72868 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Entering Unmasked Estep 
Score: -133994448.000000 Penalty: 75962.453125
Splitting cluster 4 changes total score from -133932976.000000 to -133994448.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (187990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187990 members 
Entering Unmasked Estep 
Score: -23315538.000000 Penalty: 3011.747803
	Iteration 0F: 2 clusters Score -2.331554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -23191696.000000 Penalty: 6023.495605
	Iteration 0F: 3 clusters Score -2.31917e+07 nChanged 90343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -23244974.000000 Penalty: 6023.495605
	Iteration 1F: 3 clusters Score -2.324497e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -23247322.000000 Penalty: 6023.495605
	Iteration 2Q: 3 clusters Score -2.324732e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -23251656.000000 Penalty: 6023.495605
	Iteration 3Q: 3 clusters Score -2.325166e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -23257888.000000 Penalty: 6023.495605
	Iteration 4Q: 3 clusters Score -2.325789e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -23264570.000000 Penalty: 6023.495605
	Iteration 5F: 3 clusters Score -2.326457e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -23271322.000000 Penalty: 6023.495605
	Iteration 6F: 3 clusters Score -2.327132e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -23277912.000000 Penalty: 6023.495605
	Iteration 7F: 3 clusters Score -2.327791e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -23284146.000000 Penalty: 6023.495605
	Iteration 8F: 3 clusters Score -2.328415e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -23289000.000000 Penalty: 6023.495605
	Iteration 9F: 3 clusters Score -2.3289e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -23292104.000000 Penalty: 6023.495605
	Iteration 10Q: 3 clusters Score -2.32921e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -23294036.000000 Penalty: 6023.495605
	Iteration 11Q: 3 clusters Score -2.329404e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -23295396.000000 Penalty: 6023.495605
	Iteration 12Q: 3 clusters Score -2.32954e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -23296684.000000 Penalty: 6023.495605
	Iteration 13Q: 3 clusters Score -2.329668e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -23297944.000000 Penalty: 6023.495605
	Iteration 14Q: 3 clusters Score -2.329794e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -23299400.000000 Penalty: 6023.495605
	Iteration 15Q: 3 clusters Score -2.32994e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -23301398.000000 Penalty: 6023.495605
	Iteration 16Q: 3 clusters Score -2.33014e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -23303678.000000 Penalty: 6023.495605
	Iteration 17Q: 3 clusters Score -2.330368e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134428 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -23306760.000000 Penalty: 6023.495605
	Iteration 18Q: 3 clusters Score -2.330676e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140379 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -23310460.000000 Penalty: 6023.495605
	Iteration 19Q: 3 clusters Score -2.331046e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -23314710.000000 Penalty: 6023.495605
	Iteration 20F: 3 clusters Score -2.331471e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -23319168.000000 Penalty: 6023.495605
	Iteration 21Q: 3 clusters Score -2.331917e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -23323718.000000 Penalty: 6023.495605
	Iteration 22Q: 3 clusters Score -2.332372e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -23327682.000000 Penalty: 6023.495605
	Iteration 23Q: 3 clusters Score -2.332768e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -23330454.000000 Penalty: 6023.495605
	Iteration 24Q: 3 clusters Score -2.333045e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -23332206.000000 Penalty: 6023.495605
	Iteration 25Q: 3 clusters Score -2.333221e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -23333032.000000 Penalty: 6023.495605
	Iteration 26Q: 3 clusters Score -2.333303e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -23333462.000000 Penalty: 6023.495605
	Iteration 27Q: 3 clusters Score -2.333346e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170320 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -23333690.000000 Penalty: 6023.495605
	Iteration 28Q: 3 clusters Score -2.333369e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -23333736.000000 Penalty: 6023.495605
	Iteration 29Q: 3 clusters Score -2.333374e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -23333754.000000 Penalty: 6023.495605
	Iteration 30Q: 3 clusters Score -2.333375e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -23333770.000000 Penalty: 6023.495605
	Iteration 31Q: 3 clusters Score -2.333377e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -23333830.000000 Penalty: 6023.495605
	Iteration 32Q: 3 clusters Score -2.333383e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -23333798.000000 Penalty: 6023.495605
	Iteration 33Q: 3 clusters Score -2.33338e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -23333808.000000 Penalty: 6023.495605
	Iteration 34Q: 3 clusters Score -2.333381e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -23333828.000000 Penalty: 6023.495605
	Iteration 35Q: 3 clusters Score -2.333383e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170719 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -23333892.000000 Penalty: 6023.495605
	Iteration 36Q: 3 clusters Score -2.333389e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -23333886.000000 Penalty: 6023.495605
	Iteration 37Q: 3 clusters Score -2.333389e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -23333900.000000 Penalty: 6023.495605
	Iteration 38Q: 3 clusters Score -2.33339e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -23333896.000000 Penalty: 6023.495605
	Iteration 39Q: 3 clusters Score -2.33339e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -23333864.000000 Penalty: 6023.495605
	Iteration 40F: 3 clusters Score -2.333386e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -23333902.000000 Penalty: 6023.495605
	Iteration 41Q: 3 clusters Score -2.33339e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -23333922.000000 Penalty: 6023.495605
	Iteration 42Q: 3 clusters Score -2.333392e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -23333914.000000 Penalty: 6023.495605
	Iteration 43Q: 3 clusters Score -2.333391e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -23333960.000000 Penalty: 6023.495605
	Iteration 44Q: 3 clusters Score -2.333396e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -23333934.000000 Penalty: 6023.495605
	Iteration 45Q: 3 clusters Score -2.333393e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -23334080.000000 Penalty: 6023.495605
	Iteration 46Q: 3 clusters Score -2.333408e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -23334194.000000 Penalty: 6023.495605
	Iteration 47Q: 3 clusters Score -2.333419e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -23334374.000000 Penalty: 6023.495605
	Iteration 48Q: 3 clusters Score -2.333437e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -23334600.000000 Penalty: 6023.495605
	Iteration 49Q: 3 clusters Score -2.33346e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -23334880.000000 Penalty: 6023.495605
	Iteration 50Q: 3 clusters Score -2.333488e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -23335138.000000 Penalty: 6023.495605
	Iteration 51Q: 3 clusters Score -2.333514e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -23335522.000000 Penalty: 6023.495605
	Iteration 52Q: 3 clusters Score -2.333552e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -23335836.000000 Penalty: 6023.495605
	Iteration 53Q: 3 clusters Score -2.333584e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -23336174.000000 Penalty: 6023.495605
	Iteration 54Q: 3 clusters Score -2.333617e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161637 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -23336660.000000 Penalty: 6023.495605
	Iteration 55Q: 3 clusters Score -2.333666e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160302 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -23337032.000000 Penalty: 6023.495605
	Iteration 56Q: 3 clusters Score -2.333703e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -23337502.000000 Penalty: 6023.495605
	Iteration 57Q: 3 clusters Score -2.33375e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -23337970.000000 Penalty: 6023.495605
	Iteration 58Q: 3 clusters Score -2.333797e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -23338450.000000 Penalty: 6023.495605
	Iteration 59Q: 3 clusters Score -2.333845e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -23339084.000000 Penalty: 6023.495605
	Iteration 60F: 3 clusters Score -2.333908e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -23339644.000000 Penalty: 6023.495605
	Iteration 61Q: 3 clusters Score -2.333964e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -23340038.000000 Penalty: 6023.495605
	Iteration 62Q: 3 clusters Score -2.334004e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -23340424.000000 Penalty: 6023.495605
	Iteration 63Q: 3 clusters Score -2.334042e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -23340830.000000 Penalty: 6023.495605
	Iteration 64Q: 3 clusters Score -2.334083e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -23341216.000000 Penalty: 6023.495605
	Iteration 65Q: 3 clusters Score -2.334122e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147156 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -23341478.000000 Penalty: 6023.495605
	Iteration 66Q: 3 clusters Score -2.334148e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -23341732.000000 Penalty: 6023.495605
	Iteration 67Q: 3 clusters Score -2.334173e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -23341914.000000 Penalty: 6023.495605
	Iteration 68Q: 3 clusters Score -2.334191e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144394 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -23342050.000000 Penalty: 6023.495605
	Iteration 69Q: 3 clusters Score -2.334205e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -23342208.000000 Penalty: 6023.495605
	Iteration 70Q: 3 clusters Score -2.334221e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -23342244.000000 Penalty: 6023.495605
	Iteration 71Q: 3 clusters Score -2.334224e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -23342304.000000 Penalty: 6023.495605
	Iteration 72Q: 3 clusters Score -2.33423e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -23342446.000000 Penalty: 6023.495605
	Iteration 73Q: 3 clusters Score -2.334245e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -23342518.000000 Penalty: 6023.495605
	Iteration 74Q: 3 clusters Score -2.334252e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -23342554.000000 Penalty: 6023.495605
	Iteration 75Q: 3 clusters Score -2.334255e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140842 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -23342566.000000 Penalty: 6023.495605
	Iteration 76Q: 3 clusters Score -2.334257e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140584 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -23342618.000000 Penalty: 6023.495605
	Iteration 77Q: 3 clusters Score -2.334262e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -23342620.000000 Penalty: 6023.495605
	Iteration 78Q: 3 clusters Score -2.334262e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140164 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -23342578.000000 Penalty: 6023.495605
	Iteration 79Q: 3 clusters Score -2.334258e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -23342612.000000 Penalty: 6023.495605
	Iteration 80F: 3 clusters Score -2.334261e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139897 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -23342556.000000 Penalty: 6023.495605
	Iteration 81Q: 3 clusters Score -2.334256e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139803 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6023.495605
	Iteration 82Q: 3 clusters Score -2.334255e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -23342518.000000 Penalty: 6023.495605
	Iteration 83Q: 3 clusters Score -2.334252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -23342550.000000 Penalty: 6023.495605
	Iteration 84Q: 3 clusters Score -2.334255e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -23342580.000000 Penalty: 6023.495605
	Iteration 85Q: 3 clusters Score -2.334258e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -23342628.000000 Penalty: 6023.495605
	Iteration 86Q: 3 clusters Score -2.334263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -23342632.000000 Penalty: 6023.495605
	Iteration 87Q: 3 clusters Score -2.334263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -23342638.000000 Penalty: 6023.495605
	Iteration 88Q: 3 clusters Score -2.334264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -23342604.000000 Penalty: 6023.495605
	Iteration 89Q: 3 clusters Score -2.33426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139436 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -23342610.000000 Penalty: 6023.495605
	Iteration 90Q: 3 clusters Score -2.334261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -23342640.000000 Penalty: 6023.495605
	Iteration 91Q: 3 clusters Score -2.334264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -23342632.000000 Penalty: 6023.495605
	Iteration 92Q: 3 clusters Score -2.334263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -23342634.000000 Penalty: 6023.495605
	Iteration 93Q: 3 clusters Score -2.334263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -23342632.000000 Penalty: 6023.495605
	Iteration 94Q: 3 clusters Score -2.334263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -23342632.000000 Penalty: 6023.495605
	Iteration 95F: 3 clusters Score -2.334263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 72868 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Entering Unmasked Estep 
Score: -134020096.000000 Penalty: 79415.289062
Splitting cluster 5 changes total score from -133932976.000000 to -134020096.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (72868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Entering Unmasked Estep 
Score: -8871270.000000 Penalty: 2776.708252
	Iteration 0F: 2 clusters Score -8871270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -8822626.000000 Penalty: 5553.416504
	Iteration 0F: 3 clusters Score -8822626 nChanged 34067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8844723.000000 Penalty: 5553.416504
	Iteration 1F: 3 clusters Score -8844723 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8849597.000000 Penalty: 5553.416504
	Iteration 2F: 3 clusters Score -8849597 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -8855690.000000 Penalty: 5553.416504
	Iteration 3F: 3 clusters Score -8855690 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8861350.000000 Penalty: 5553.416504
	Iteration 4F: 3 clusters Score -8861350 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8865357.000000 Penalty: 5553.416504
	Iteration 5F: 3 clusters Score -8865357 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -8867943.000000 Penalty: 5553.416504
	Iteration 6F: 3 clusters Score -8867943 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -8869445.000000 Penalty: 5553.416504
	Iteration 7Q: 3 clusters Score -8869445 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -8870488.000000 Penalty: 5553.416504
	Iteration 8Q: 3 clusters Score -8870488 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8871174.000000 Penalty: 5553.416504
	Iteration 9Q: 3 clusters Score -8871174 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -8871639.000000 Penalty: 5553.416504
	Iteration 10Q: 3 clusters Score -8871639 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -8872042.000000 Penalty: 5553.416504
	Iteration 11Q: 3 clusters Score -8872042 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -8872263.000000 Penalty: 5553.416504
	Iteration 12Q: 3 clusters Score -8872263 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -8872471.000000 Penalty: 5553.416504
	Iteration 13Q: 3 clusters Score -8872471 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -8872662.000000 Penalty: 5553.416504
	Iteration 14Q: 3 clusters Score -8872662 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -8872822.000000 Penalty: 5553.416504
	Iteration 15Q: 3 clusters Score -8872822 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -8872943.000000 Penalty: 5553.416504
	Iteration 16Q: 3 clusters Score -8872943 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -8873048.000000 Penalty: 5553.416504
	Iteration 17Q: 3 clusters Score -8873048 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -8873145.000000 Penalty: 5553.416504
	Iteration 18Q: 3 clusters Score -8873145 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -8873194.000000 Penalty: 5553.416504
	Iteration 19Q: 3 clusters Score -8873194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -8873253.000000 Penalty: 5553.416504
	Iteration 20F: 3 clusters Score -8873253 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -8873319.000000 Penalty: 5553.416504
	Iteration 21Q: 3 clusters Score -8873319 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -8873385.000000 Penalty: 5553.416504
	Iteration 22Q: 3 clusters Score -8873385 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -8873414.000000 Penalty: 5553.416504
	Iteration 23Q: 3 clusters Score -8873414 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -8873468.000000 Penalty: 5553.416504
	Iteration 24Q: 3 clusters Score -8873468 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -8873511.000000 Penalty: 5553.416504
	Iteration 25Q: 3 clusters Score -8873511 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -8873552.000000 Penalty: 5553.416504
	Iteration 26Q: 3 clusters Score -8873552 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -8873563.000000 Penalty: 5553.416504
	Iteration 27Q: 3 clusters Score -8873563 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -8873601.000000 Penalty: 5553.416504
	Iteration 28Q: 3 clusters Score -8873601 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -8873627.000000 Penalty: 5553.416504
	Iteration 29Q: 3 clusters Score -8873627 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -8873667.000000 Penalty: 5553.416504
	Iteration 30Q: 3 clusters Score -8873667 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -8873674.000000 Penalty: 5553.416504
	Iteration 31Q: 3 clusters Score -8873674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -8873665.000000 Penalty: 5553.416504
	Iteration 32Q: 3 clusters Score -8873665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -8873687.000000 Penalty: 5553.416504
	Iteration 33Q: 3 clusters Score -8873687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8873699.000000 Penalty: 5553.416504
	Iteration 34Q: 3 clusters Score -8873699 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -8873707.000000 Penalty: 5553.416504
	Iteration 35Q: 3 clusters Score -8873707 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -8873721.000000 Penalty: 5553.416504
	Iteration 36Q: 3 clusters Score -8873721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -8873728.000000 Penalty: 5553.416504
	Iteration 37Q: 3 clusters Score -8873728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -8873761.000000 Penalty: 5553.416504
	Iteration 38Q: 3 clusters Score -8873761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8873743.000000 Penalty: 5553.416504
	Iteration 39Q: 3 clusters Score -8873743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -8873749.000000 Penalty: 5553.416504
	Iteration 40F: 3 clusters Score -8873749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -8873729.000000 Penalty: 5553.416504
	Iteration 41Q: 3 clusters Score -8873729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8873744.000000 Penalty: 5553.416504
	Iteration 42Q: 3 clusters Score -8873744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -8873743.000000 Penalty: 5553.416504
	Iteration 43Q: 3 clusters Score -8873743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -8873749.000000 Penalty: 5553.416504
	Iteration 44Q: 3 clusters Score -8873749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -8873742.000000 Penalty: 5553.416504
	Iteration 45Q: 3 clusters Score -8873742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -8873742.000000 Penalty: 5553.416504
	Iteration 46Q: 3 clusters Score -8873742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -8873735.000000 Penalty: 5553.416504
	Iteration 47Q: 3 clusters Score -8873735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -8873753.000000 Penalty: 5553.416504
	Iteration 48Q: 3 clusters Score -8873753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -8873755.000000 Penalty: 5553.416504
	Iteration 49Q: 3 clusters Score -8873755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -8873762.000000 Penalty: 5553.416504
	Iteration 50Q: 3 clusters Score -8873762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -8873767.000000 Penalty: 5553.416504
	Iteration 51Q: 3 clusters Score -8873767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -8873761.000000 Penalty: 5553.416504
	Iteration 52Q: 3 clusters Score -8873761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -8873767.000000 Penalty: 5553.416504
	Iteration 53Q: 3 clusters Score -8873767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -8873769.000000 Penalty: 5553.416504
	Iteration 54Q: 3 clusters Score -8873769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -8873777.000000 Penalty: 5553.416504
	Iteration 55Q: 3 clusters Score -8873777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -8873762.000000 Penalty: 5553.416504
	Iteration 56Q: 3 clusters Score -8873762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -8873767.000000 Penalty: 5553.416504
	Iteration 57Q: 3 clusters Score -8873767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -8873774.000000 Penalty: 5553.416504
	Iteration 58Q: 3 clusters Score -8873774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -8873750.000000 Penalty: 5553.416504
	Iteration 59Q: 3 clusters Score -8873750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -8873753.000000 Penalty: 5553.416504
	Iteration 60F: 3 clusters Score -8873753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -8873758.000000 Penalty: 5553.416504
	Iteration 61Q: 3 clusters Score -8873758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -8873763.000000 Penalty: 5553.416504
	Iteration 62Q: 3 clusters Score -8873763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -8873754.000000 Penalty: 5553.416504
	Iteration 63Q: 3 clusters Score -8873754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8873769.000000 Penalty: 5553.416504
	Iteration 64Q: 3 clusters Score -8873769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -8873764.000000 Penalty: 5553.416504
	Iteration 65Q: 3 clusters Score -8873764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -8873756.000000 Penalty: 5553.416504
	Iteration 66Q: 3 clusters Score -8873756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -8873754.000000 Penalty: 5553.416504
	Iteration 67Q: 3 clusters Score -8873754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -8873756.000000 Penalty: 5553.416504
	Iteration 68Q: 3 clusters Score -8873756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -8873749.000000 Penalty: 5553.416504
	Iteration 69Q: 3 clusters Score -8873749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -8873750.000000 Penalty: 5553.416504
	Iteration 70Q: 3 clusters Score -8873750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -8873757.000000 Penalty: 5553.416504
	Iteration 71Q: 3 clusters Score -8873757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -8873756.000000 Penalty: 5553.416504
	Iteration 72Q: 3 clusters Score -8873756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -8873755.000000 Penalty: 5553.416504
	Iteration 73Q: 3 clusters Score -8873755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -8873755.000000 Penalty: 5553.416504
	Iteration 74F: 3 clusters Score -8873755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Entering Unmasked Estep 
Score: -134022888.000000 Penalty: 82868.132812
Splitting cluster 6 changes total score from -133932976.000000 to -134022888.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (30746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Entering Unmasked Estep 
Score: -3548811.250000 Penalty: 2562.711670
	Iteration 0F: 2 clusters Score -3548811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3527861.500000 Penalty: 5125.423340
	Iteration 0F: 3 clusters Score -3527862 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3535855.500000 Penalty: 5125.423340
	Iteration 1F: 3 clusters Score -3535856 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3537531.250000 Penalty: 5125.423340
	Iteration 2F: 3 clusters Score -3537531 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3540017.750000 Penalty: 5125.423340
	Iteration 3F: 3 clusters Score -3540018 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3542396.000000 Penalty: 5125.423340
	Iteration 4F: 3 clusters Score -3542396 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3543869.250000 Penalty: 5125.423340
	Iteration 5F: 3 clusters Score -3543869 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3544650.500000 Penalty: 5125.423340
	Iteration 6F: 3 clusters Score -3544650 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3545068.750000 Penalty: 5125.423340
	Iteration 7Q: 3 clusters Score -3545069 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3545354.500000 Penalty: 5125.423340
	Iteration 8Q: 3 clusters Score -3545354 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3545556.250000 Penalty: 5125.423340
	Iteration 9Q: 3 clusters Score -3545556 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3545689.750000 Penalty: 5125.423340
	Iteration 10Q: 3 clusters Score -3545690 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3545817.750000 Penalty: 5125.423340
	Iteration 11Q: 3 clusters Score -3545818 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3545936.000000 Penalty: 5125.423340
	Iteration 12Q: 3 clusters Score -3545936 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3546032.250000 Penalty: 5125.423340
	Iteration 13Q: 3 clusters Score -3546032 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3546139.750000 Penalty: 5125.423340
	Iteration 14Q: 3 clusters Score -3546140 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3546241.250000 Penalty: 5125.423340
	Iteration 15Q: 3 clusters Score -3546241 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3546335.250000 Penalty: 5125.423340
	Iteration 16Q: 3 clusters Score -3546335 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3546441.250000 Penalty: 5125.423340
	Iteration 17Q: 3 clusters Score -3546441 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3546523.000000 Penalty: 5125.423340
	Iteration 18Q: 3 clusters Score -3546523 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3546590.250000 Penalty: 5125.423340
	Iteration 19Q: 3 clusters Score -3546590 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3546677.500000 Penalty: 5125.423340
	Iteration 20F: 3 clusters Score -3546678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3546729.250000 Penalty: 5125.423340
	Iteration 21Q: 3 clusters Score -3546729 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3546773.500000 Penalty: 5125.423340
	Iteration 22Q: 3 clusters Score -3546774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3546830.500000 Penalty: 5125.423340
	Iteration 23Q: 3 clusters Score -3546830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3546854.250000 Penalty: 5125.423340
	Iteration 24Q: 3 clusters Score -3546854 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3546892.250000 Penalty: 5125.423340
	Iteration 25Q: 3 clusters Score -3546892 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3546938.250000 Penalty: 5125.423340
	Iteration 26Q: 3 clusters Score -3546938 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3546988.500000 Penalty: 5125.423340
	Iteration 27Q: 3 clusters Score -3546988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3547022.250000 Penalty: 5125.423340
	Iteration 28Q: 3 clusters Score -3547022 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3547062.000000 Penalty: 5125.423340
	Iteration 29Q: 3 clusters Score -3547062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3547095.250000 Penalty: 5125.423340
	Iteration 30Q: 3 clusters Score -3547095 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3547141.750000 Penalty: 5125.423340
	Iteration 31Q: 3 clusters Score -3547142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3547209.750000 Penalty: 5125.423340
	Iteration 32Q: 3 clusters Score -3547210 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3547255.000000 Penalty: 5125.423340
	Iteration 33Q: 3 clusters Score -3547255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3547301.250000 Penalty: 5125.423340
	Iteration 34Q: 3 clusters Score -3547301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3547345.250000 Penalty: 5125.423340
	Iteration 35Q: 3 clusters Score -3547345 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3547373.250000 Penalty: 5125.423340
	Iteration 36Q: 3 clusters Score -3547373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3547442.500000 Penalty: 5125.423340
	Iteration 37Q: 3 clusters Score -3547442 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3547502.750000 Penalty: 5125.423340
	Iteration 38Q: 3 clusters Score -3547503 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3547577.500000 Penalty: 5125.423340
	Iteration 39Q: 3 clusters Score -3547578 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3547655.000000 Penalty: 5125.423340
	Iteration 40F: 3 clusters Score -3547655 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3547705.000000 Penalty: 5125.423340
	Iteration 41Q: 3 clusters Score -3547705 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3547767.250000 Penalty: 5125.423340
	Iteration 42Q: 3 clusters Score -3547767 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3547810.750000 Penalty: 5125.423340
	Iteration 43Q: 3 clusters Score -3547811 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3547870.000000 Penalty: 5125.423340
	Iteration 44Q: 3 clusters Score -3547870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3547907.250000 Penalty: 5125.423340
	Iteration 45Q: 3 clusters Score -3547907 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3547937.250000 Penalty: 5125.423340
	Iteration 46Q: 3 clusters Score -3547937 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3547985.250000 Penalty: 5125.423340
	Iteration 47Q: 3 clusters Score -3547985 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3548023.500000 Penalty: 5125.423340
	Iteration 48Q: 3 clusters Score -3548024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3548050.500000 Penalty: 5125.423340
	Iteration 49Q: 3 clusters Score -3548050 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3548093.750000 Penalty: 5125.423340
	Iteration 50Q: 3 clusters Score -3548094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3548130.000000 Penalty: 5125.423340
	Iteration 51Q: 3 clusters Score -3548130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3548184.000000 Penalty: 5125.423340
	Iteration 52Q: 3 clusters Score -3548184 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3548222.750000 Penalty: 5125.423340
	Iteration 53Q: 3 clusters Score -3548223 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3548265.750000 Penalty: 5125.423340
	Iteration 54Q: 3 clusters Score -3548266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3548297.750000 Penalty: 5125.423340
	Iteration 55Q: 3 clusters Score -3548298 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3548334.250000 Penalty: 5125.423340
	Iteration 56Q: 3 clusters Score -3548334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3548394.750000 Penalty: 5125.423340
	Iteration 57Q: 3 clusters Score -3548395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3548462.500000 Penalty: 5125.423340
	Iteration 58Q: 3 clusters Score -3548462 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3548531.000000 Penalty: 5125.423340
	Iteration 59Q: 3 clusters Score -3548531 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3548596.250000 Penalty: 5125.423340
	Iteration 60F: 3 clusters Score -3548596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3548667.250000 Penalty: 5125.423340
	Iteration 61Q: 3 clusters Score -3548667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3548712.250000 Penalty: 5125.423340
	Iteration 62Q: 3 clusters Score -3548712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3548737.500000 Penalty: 5125.423340
	Iteration 63Q: 3 clusters Score -3548738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3548769.500000 Penalty: 5125.423340
	Iteration 64Q: 3 clusters Score -3548770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3548793.250000 Penalty: 5125.423340
	Iteration 65Q: 3 clusters Score -3548793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3548797.750000 Penalty: 5125.423340
	Iteration 66Q: 3 clusters Score -3548798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3548798.250000 Penalty: 5125.423340
	Iteration 67Q: 3 clusters Score -3548798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3548825.250000 Penalty: 5125.423340
	Iteration 68Q: 3 clusters Score -3548825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3548825.250000 Penalty: 5125.423340
	Iteration 69Q: 3 clusters Score -3548825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3548831.500000 Penalty: 5125.423340
	Iteration 70Q: 3 clusters Score -3548832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3548835.000000 Penalty: 5125.423340
	Iteration 71Q: 3 clusters Score -3548835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3548840.000000 Penalty: 5125.423340
	Iteration 72Q: 3 clusters Score -3548840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3548851.000000 Penalty: 5125.423340
	Iteration 73Q: 3 clusters Score -3548851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3548848.750000 Penalty: 5125.423340
	Iteration 74Q: 3 clusters Score -3548849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3548852.500000 Penalty: 5125.423340
	Iteration 75Q: 3 clusters Score -3548852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3548857.500000 Penalty: 5125.423340
	Iteration 76Q: 3 clusters Score -3548858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3548866.750000 Penalty: 5125.423340
	Iteration 77Q: 3 clusters Score -3548867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3548867.250000 Penalty: 5125.423340
	Iteration 78Q: 3 clusters Score -3548867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3548874.750000 Penalty: 5125.423340
	Iteration 79Q: 3 clusters Score -3548875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3548875.000000 Penalty: 5125.423340
	Iteration 80F: 3 clusters Score -3548875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3548877.750000 Penalty: 5125.423340
	Iteration 81Q: 3 clusters Score -3548878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3548876.000000 Penalty: 5125.423340
	Iteration 82Q: 3 clusters Score -3548876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3548874.750000 Penalty: 5125.423340
	Iteration 83Q: 3 clusters Score -3548875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3548874.500000 Penalty: 5125.423340
	Iteration 84Q: 3 clusters Score -3548874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3548875.000000 Penalty: 5125.423340
	Iteration 85Q: 3 clusters Score -3548875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3548869.750000 Penalty: 5125.423340
	Iteration 86Q: 3 clusters Score -3548870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3548867.750000 Penalty: 5125.423340
	Iteration 87Q: 3 clusters Score -3548868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3548872.750000 Penalty: 5125.423340
	Iteration 88Q: 3 clusters Score -3548873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3548873.250000 Penalty: 5125.423340
	Iteration 89Q: 3 clusters Score -3548873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3548877.250000 Penalty: 5125.423340
	Iteration 90Q: 3 clusters Score -3548877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3548880.750000 Penalty: 5125.423340
	Iteration 91Q: 3 clusters Score -3548881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3548882.250000 Penalty: 5125.423340
	Iteration 92Q: 3 clusters Score -3548882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3548882.500000 Penalty: 5125.423340
	Iteration 93Q: 3 clusters Score -3548882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3548877.250000 Penalty: 5125.423340
	Iteration 94Q: 3 clusters Score -3548877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3548878.250000 Penalty: 5125.423340
	Iteration 95Q: 3 clusters Score -3548878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3548879.250000 Penalty: 5125.423340
	Iteration 96Q: 3 clusters Score -3548879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3548879.250000 Penalty: 5125.423340
	Iteration 97F: 3 clusters Score -3548879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Entering Unmasked Estep 
Score: -134022184.000000 Penalty: 86320.968750
Splitting cluster 7 changes total score from -133932976.000000 to -134022184.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (17865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Entering Unmasked Estep 
Score: -2070505.625000 Penalty: 2428.068604
	Iteration 0F: 2 clusters Score -2070506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2057964.000000 Penalty: 4856.137207
	Iteration 0F: 3 clusters Score -2057964 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2066300.250000 Penalty: 4856.137207
	Iteration 1F: 3 clusters Score -2066300 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2073179.000000 Penalty: 4856.137207
	Iteration 2F: 3 clusters Score -2073179 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2083075.000000 Penalty: 4856.137207
	Iteration 3F: 3 clusters Score -2083075 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2089104.375000 Penalty: 4856.137207
	Iteration 4F: 3 clusters Score -2089104 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2089681.125000 Penalty: 4856.137207
	Iteration 5Q: 3 clusters Score -2089681 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2089862.500000 Penalty: 4856.137207
	Iteration 6Q: 3 clusters Score -2089862 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2089951.375000 Penalty: 4856.137207
	Iteration 7Q: 3 clusters Score -2089951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2090014.875000 Penalty: 4856.137207
	Iteration 8Q: 3 clusters Score -2090015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2090082.375000 Penalty: 4856.137207
	Iteration 9Q: 3 clusters Score -2090082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2090141.500000 Penalty: 4856.137207
	Iteration 10Q: 3 clusters Score -2090142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2090207.250000 Penalty: 4856.137207
	Iteration 11Q: 3 clusters Score -2090207 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2090287.250000 Penalty: 4856.137207
	Iteration 12Q: 3 clusters Score -2090287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2090357.750000 Penalty: 4856.137207
	Iteration 13Q: 3 clusters Score -2090358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2090409.625000 Penalty: 4856.137207
	Iteration 14Q: 3 clusters Score -2090410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2090430.000000 Penalty: 4856.137207
	Iteration 15Q: 3 clusters Score -2090430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2090444.500000 Penalty: 4856.137207
	Iteration 16Q: 3 clusters Score -2090444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2090446.250000 Penalty: 4856.137207
	Iteration 17Q: 3 clusters Score -2090446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2090453.000000 Penalty: 4856.137207
	Iteration 18Q: 3 clusters Score -2090453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2090455.500000 Penalty: 4856.137207
	Iteration 19Q: 3 clusters Score -2090456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2090453.125000 Penalty: 4856.137207
	Iteration 20F: 3 clusters Score -2090453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2090453.375000 Penalty: 4856.137207
	Iteration 21Q: 3 clusters Score -2090453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2090457.750000 Penalty: 4856.137207
	Iteration 22Q: 3 clusters Score -2090458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2090458.625000 Penalty: 4856.137207
	Iteration 23Q: 3 clusters Score -2090459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2090456.375000 Penalty: 4856.137207
	Iteration 24Q: 3 clusters Score -2090456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2090457.375000 Penalty: 4856.137207
	Iteration 25Q: 3 clusters Score -2090457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2090457.875000 Penalty: 4856.137207
	Iteration 26Q: 3 clusters Score -2090458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2090457.875000 Penalty: 4856.137207
	Iteration 27Q: 3 clusters Score -2090458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2090457.875000 Penalty: 4856.137207
	Iteration 28F: 3 clusters Score -2090458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 265868 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Entering Unmasked Estep 
Score: -134041896.000000 Penalty: 89773.812500
Splitting cluster 8 changes total score from -133932976.000000 to -134041896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (265868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265868 members 
Entering Unmasked Estep 
Score: -33339160.000000 Penalty: 3097.707275
	Iteration 0F: 2 clusters Score -3.333916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133074 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -33191878.000000 Penalty: 6195.414551
	Iteration 0F: 3 clusters Score -3.319188e+07 nChanged 128509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 127401 members 
Entering Unmasked Estep 
Score: -33270228.000000 Penalty: 6195.414551
	Iteration 1F: 3 clusters Score -3.327023e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -33275250.000000 Penalty: 6195.414551
	Iteration 2Q: 3 clusters Score -3.327525e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -33283396.000000 Penalty: 6195.414551
	Iteration 3F: 3 clusters Score -3.32834e+07 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -33295262.000000 Penalty: 6195.414551
	Iteration 4F: 3 clusters Score -3.329526e+07 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -33308244.000000 Penalty: 6195.414551
	Iteration 5F: 3 clusters Score -3.330824e+07 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -33318808.000000 Penalty: 6195.414551
	Iteration 6F: 3 clusters Score -3.331881e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -33325410.000000 Penalty: 6195.414551
	Iteration 7F: 3 clusters Score -3.332541e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176590 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -33329916.000000 Penalty: 6195.414551
	Iteration 8Q: 3 clusters Score -3.332992e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -33333176.000000 Penalty: 6195.414551
	Iteration 9Q: 3 clusters Score -3.333318e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180196 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -33336018.000000 Penalty: 6195.414551
	Iteration 10Q: 3 clusters Score -3.333602e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181702 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -33338318.000000 Penalty: 6195.414551
	Iteration 11Q: 3 clusters Score -3.333832e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -33339894.000000 Penalty: 6195.414551
	Iteration 12Q: 3 clusters Score -3.333989e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184528 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -33340928.000000 Penalty: 6195.414551
	Iteration 13Q: 3 clusters Score -3.334093e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185872 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -33342016.000000 Penalty: 6195.414551
	Iteration 14Q: 3 clusters Score -3.334202e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -33342634.000000 Penalty: 6195.414551
	Iteration 15Q: 3 clusters Score -3.334263e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188053 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -33343100.000000 Penalty: 6195.414551
	Iteration 16Q: 3 clusters Score -3.33431e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188916 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -33343476.000000 Penalty: 6195.414551
	Iteration 17Q: 3 clusters Score -3.334348e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189627 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -33344036.000000 Penalty: 6195.414551
	Iteration 18Q: 3 clusters Score -3.334404e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190207 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -33344040.000000 Penalty: 6195.414551
	Iteration 19Q: 3 clusters Score -3.334404e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190659 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -33344368.000000 Penalty: 6195.414551
	Iteration 20F: 3 clusters Score -3.334437e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191056 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -33344496.000000 Penalty: 6195.414551
	Iteration 21Q: 3 clusters Score -3.33445e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -33344590.000000 Penalty: 6195.414551
	Iteration 22Q: 3 clusters Score -3.334459e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191629 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -33344680.000000 Penalty: 6195.414551
	Iteration 23Q: 3 clusters Score -3.334468e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191836 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -33344704.000000 Penalty: 6195.414551
	Iteration 24Q: 3 clusters Score -3.33447e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -33344762.000000 Penalty: 6195.414551
	Iteration 25Q: 3 clusters Score -3.334476e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192201 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -33344718.000000 Penalty: 6195.414551
	Iteration 26Q: 3 clusters Score -3.334472e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192350 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -33344838.000000 Penalty: 6195.414551
	Iteration 27Q: 3 clusters Score -3.334484e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192466 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -33344888.000000 Penalty: 6195.414551
	Iteration 28Q: 3 clusters Score -3.334489e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192575 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -33344866.000000 Penalty: 6195.414551
	Iteration 29Q: 3 clusters Score -3.334487e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192688 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -33344916.000000 Penalty: 6195.414551
	Iteration 30Q: 3 clusters Score -3.334492e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -33344900.000000 Penalty: 6195.414551
	Iteration 31Q: 3 clusters Score -3.33449e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192860 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -33344868.000000 Penalty: 6195.414551
	Iteration 32Q: 3 clusters Score -3.334487e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -33344896.000000 Penalty: 6195.414551
	Iteration 33Q: 3 clusters Score -3.33449e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193017 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -33344844.000000 Penalty: 6195.414551
	Iteration 34Q: 3 clusters Score -3.334484e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -33344854.000000 Penalty: 6195.414551
	Iteration 35Q: 3 clusters Score -3.334485e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -33344832.000000 Penalty: 6195.414551
	Iteration 36Q: 3 clusters Score -3.334483e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -33344834.000000 Penalty: 6195.414551
	Iteration 37Q: 3 clusters Score -3.334483e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193381 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -33344808.000000 Penalty: 6195.414551
	Iteration 38Q: 3 clusters Score -3.334481e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -33344826.000000 Penalty: 6195.414551
	Iteration 39Q: 3 clusters Score -3.334483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193540 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -33344788.000000 Penalty: 6195.414551
	Iteration 40F: 3 clusters Score -3.334479e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193609 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -33344808.000000 Penalty: 6195.414551
	Iteration 41Q: 3 clusters Score -3.334481e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193666 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -33344816.000000 Penalty: 6195.414551
	Iteration 42Q: 3 clusters Score -3.334482e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193711 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -33344832.000000 Penalty: 6195.414551
	Iteration 43Q: 3 clusters Score -3.334483e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193751 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -33344878.000000 Penalty: 6195.414551
	Iteration 44Q: 3 clusters Score -3.334488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193786 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -33344836.000000 Penalty: 6195.414551
	Iteration 45Q: 3 clusters Score -3.334484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -33344844.000000 Penalty: 6195.414551
	Iteration 46Q: 3 clusters Score -3.334484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193854 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -33344840.000000 Penalty: 6195.414551
	Iteration 47Q: 3 clusters Score -3.334484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193892 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -33344816.000000 Penalty: 6195.414551
	Iteration 48Q: 3 clusters Score -3.334482e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193929 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -33344856.000000 Penalty: 6195.414551
	Iteration 49Q: 3 clusters Score -3.334486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -33344872.000000 Penalty: 6195.414551
	Iteration 50Q: 3 clusters Score -3.334487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193981 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -33344880.000000 Penalty: 6195.414551
	Iteration 51Q: 3 clusters Score -3.334488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193995 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -33344874.000000 Penalty: 6195.414551
	Iteration 52Q: 3 clusters Score -3.334487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194008 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -33344908.000000 Penalty: 6195.414551
	Iteration 53Q: 3 clusters Score -3.334491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194027 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -33344892.000000 Penalty: 6195.414551
	Iteration 54Q: 3 clusters Score -3.334489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194039 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -33344898.000000 Penalty: 6195.414551
	Iteration 55Q: 3 clusters Score -3.33449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194053 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -33344896.000000 Penalty: 6195.414551
	Iteration 56Q: 3 clusters Score -3.33449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -33344884.000000 Penalty: 6195.414551
	Iteration 57Q: 3 clusters Score -3.334488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194081 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -33344886.000000 Penalty: 6195.414551
	Iteration 58Q: 3 clusters Score -3.334489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194097 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -33344876.000000 Penalty: 6195.414551
	Iteration 59Q: 3 clusters Score -3.334488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194112 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -33344890.000000 Penalty: 6195.414551
	Iteration 60F: 3 clusters Score -3.334489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194128 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -33344884.000000 Penalty: 6195.414551
	Iteration 61Q: 3 clusters Score -3.334488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194145 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -33344884.000000 Penalty: 6195.414551
	Iteration 62Q: 3 clusters Score -3.334488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194150 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -33344856.000000 Penalty: 6195.414551
	Iteration 63Q: 3 clusters Score -3.334486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -33344862.000000 Penalty: 6195.414551
	Iteration 64Q: 3 clusters Score -3.334486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194158 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -33344872.000000 Penalty: 6195.414551
	Iteration 65Q: 3 clusters Score -3.334487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -33344874.000000 Penalty: 6195.414551
	Iteration 66Q: 3 clusters Score -3.334487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194171 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -33344882.000000 Penalty: 6195.414551
	Iteration 67Q: 3 clusters Score -3.334488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194186 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -33344898.000000 Penalty: 6195.414551
	Iteration 68Q: 3 clusters Score -3.33449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194196 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -33344870.000000 Penalty: 6195.414551
	Iteration 69Q: 3 clusters Score -3.334487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194200 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -33344886.000000 Penalty: 6195.414551
	Iteration 70Q: 3 clusters Score -3.334489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194204 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -33344904.000000 Penalty: 6195.414551
	Iteration 71Q: 3 clusters Score -3.33449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194205 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -33344898.000000 Penalty: 6195.414551
	Iteration 72Q: 3 clusters Score -3.33449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194205 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -33344890.000000 Penalty: 6195.414551
	Iteration 73Q: 3 clusters Score -3.334489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194207 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -33344906.000000 Penalty: 6195.414551
	Iteration 74Q: 3 clusters Score -3.334491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194211 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -33344898.000000 Penalty: 6195.414551
	Iteration 75Q: 3 clusters Score -3.33449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194212 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -33344898.000000 Penalty: 6195.414551
	Iteration 76Q: 3 clusters Score -3.33449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -33344894.000000 Penalty: 6195.414551
	Iteration 77Q: 3 clusters Score -3.334489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -33344886.000000 Penalty: 6195.414551
	Iteration 78Q: 3 clusters Score -3.334489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -33344886.000000 Penalty: 6195.414551
	Iteration 79F: 3 clusters Score -3.334489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 103820 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Entering Unmasked Estep 
Score: -134048376.000000 Penalty: 93226.648438
Splitting cluster 10 changes total score from -133932976.000000 to -134048376.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (103820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Entering Unmasked Estep 
Score: -12529512.000000 Penalty: 2864.502686
	Iteration 0F: 2 clusters Score -1.252951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -12460352.000000 Penalty: 5729.005371
	Iteration 0F: 3 clusters Score -1.246035e+07 nChanged 49105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -12490477.000000 Penalty: 5729.005371
	Iteration 1F: 3 clusters Score -1.249048e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -12493409.000000 Penalty: 5729.005371
	Iteration 2F: 3 clusters Score -1.249341e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -12497911.000000 Penalty: 5729.005371
	Iteration 3F: 3 clusters Score -1.249791e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -12504148.000000 Penalty: 5729.005371
	Iteration 4F: 3 clusters Score -1.250415e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -12511345.000000 Penalty: 5729.005371
	Iteration 5F: 3 clusters Score -1.251134e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -12518787.000000 Penalty: 5729.005371
	Iteration 6F: 3 clusters Score -1.251879e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -12525219.000000 Penalty: 5729.005371
	Iteration 7F: 3 clusters Score -1.252522e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -12530135.000000 Penalty: 5729.005371
	Iteration 8F: 3 clusters Score -1.253014e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -12534330.000000 Penalty: 5729.005371
	Iteration 9Q: 3 clusters Score -1.253433e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -12538090.000000 Penalty: 5729.005371
	Iteration 10Q: 3 clusters Score -1.253809e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -12541053.000000 Penalty: 5729.005371
	Iteration 11Q: 3 clusters Score -1.254105e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -12542736.000000 Penalty: 5729.005371
	Iteration 12Q: 3 clusters Score -1.254274e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -12543761.000000 Penalty: 5729.005371
	Iteration 13Q: 3 clusters Score -1.254376e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -12544342.000000 Penalty: 5729.005371
	Iteration 14Q: 3 clusters Score -1.254434e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -12544746.000000 Penalty: 5729.005371
	Iteration 15Q: 3 clusters Score -1.254475e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -12544912.000000 Penalty: 5729.005371
	Iteration 16Q: 3 clusters Score -1.254491e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -12545078.000000 Penalty: 5729.005371
	Iteration 17Q: 3 clusters Score -1.254508e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -12545182.000000 Penalty: 5729.005371
	Iteration 18Q: 3 clusters Score -1.254518e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -12545249.000000 Penalty: 5729.005371
	Iteration 19Q: 3 clusters Score -1.254525e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -12545248.000000 Penalty: 5729.005371
	Iteration 20F: 3 clusters Score -1.254525e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -12545331.000000 Penalty: 5729.005371
	Iteration 21Q: 3 clusters Score -1.254533e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -12545365.000000 Penalty: 5729.005371
	Iteration 22Q: 3 clusters Score -1.254536e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -12545433.000000 Penalty: 5729.005371
	Iteration 23Q: 3 clusters Score -1.254543e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -12545453.000000 Penalty: 5729.005371
	Iteration 24Q: 3 clusters Score -1.254545e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -12545470.000000 Penalty: 5729.005371
	Iteration 25Q: 3 clusters Score -1.254547e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -12545541.000000 Penalty: 5729.005371
	Iteration 26Q: 3 clusters Score -1.254554e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -12545573.000000 Penalty: 5729.005371
	Iteration 27Q: 3 clusters Score -1.254557e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -12545573.000000 Penalty: 5729.005371
	Iteration 28Q: 3 clusters Score -1.254557e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -12545571.000000 Penalty: 5729.005371
	Iteration 29Q: 3 clusters Score -1.254557e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -12545595.000000 Penalty: 5729.005371
	Iteration 30Q: 3 clusters Score -1.25456e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -12545594.000000 Penalty: 5729.005371
	Iteration 31Q: 3 clusters Score -1.254559e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -12545604.000000 Penalty: 5729.005371
	Iteration 32Q: 3 clusters Score -1.25456e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -12545591.000000 Penalty: 5729.005371
	Iteration 33Q: 3 clusters Score -1.254559e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -12545597.000000 Penalty: 5729.005371
	Iteration 34Q: 3 clusters Score -1.25456e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -12545625.000000 Penalty: 5729.005371
	Iteration 35Q: 3 clusters Score -1.254562e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -12545583.000000 Penalty: 5729.005371
	Iteration 36Q: 3 clusters Score -1.254558e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -12545627.000000 Penalty: 5729.005371
	Iteration 37Q: 3 clusters Score -1.254563e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -12545643.000000 Penalty: 5729.005371
	Iteration 38Q: 3 clusters Score -1.254564e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -12545658.000000 Penalty: 5729.005371
	Iteration 39Q: 3 clusters Score -1.254566e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -12545698.000000 Penalty: 5729.005371
	Iteration 40F: 3 clusters Score -1.25457e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -12545685.000000 Penalty: 5729.005371
	Iteration 41Q: 3 clusters Score -1.254568e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -12545684.000000 Penalty: 5729.005371
	Iteration 42Q: 3 clusters Score -1.254568e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -12545708.000000 Penalty: 5729.005371
	Iteration 43Q: 3 clusters Score -1.254571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -12545695.000000 Penalty: 5729.005371
	Iteration 44Q: 3 clusters Score -1.25457e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -12545714.000000 Penalty: 5729.005371
	Iteration 45Q: 3 clusters Score -1.254571e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 46Q: 3 clusters Score -1.254574e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -12545719.000000 Penalty: 5729.005371
	Iteration 47Q: 3 clusters Score -1.254572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -12545734.000000 Penalty: 5729.005371
	Iteration 48Q: 3 clusters Score -1.254573e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -12545737.000000 Penalty: 5729.005371
	Iteration 49Q: 3 clusters Score -1.254574e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -12545754.000000 Penalty: 5729.005371
	Iteration 50Q: 3 clusters Score -1.254575e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -12545755.000000 Penalty: 5729.005371
	Iteration 51Q: 3 clusters Score -1.254576e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -12545740.000000 Penalty: 5729.005371
	Iteration 52Q: 3 clusters Score -1.254574e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -12545738.000000 Penalty: 5729.005371
	Iteration 53Q: 3 clusters Score -1.254574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 54Q: 3 clusters Score -1.254574e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -12545740.000000 Penalty: 5729.005371
	Iteration 55Q: 3 clusters Score -1.254574e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -12545763.000000 Penalty: 5729.005371
	Iteration 56Q: 3 clusters Score -1.254576e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -12545755.000000 Penalty: 5729.005371
	Iteration 57Q: 3 clusters Score -1.254576e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -12545755.000000 Penalty: 5729.005371
	Iteration 58Q: 3 clusters Score -1.254576e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -12545758.000000 Penalty: 5729.005371
	Iteration 59Q: 3 clusters Score -1.254576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -12545766.000000 Penalty: 5729.005371
	Iteration 60F: 3 clusters Score -1.254577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -12545753.000000 Penalty: 5729.005371
	Iteration 61Q: 3 clusters Score -1.254575e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -12545746.000000 Penalty: 5729.005371
	Iteration 62Q: 3 clusters Score -1.254575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -12545754.000000 Penalty: 5729.005371
	Iteration 63Q: 3 clusters Score -1.254575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 64Q: 3 clusters Score -1.254574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -12545745.000000 Penalty: 5729.005371
	Iteration 65Q: 3 clusters Score -1.254574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -12545731.000000 Penalty: 5729.005371
	Iteration 66Q: 3 clusters Score -1.254573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -12545745.000000 Penalty: 5729.005371
	Iteration 67Q: 3 clusters Score -1.254574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -12545747.000000 Penalty: 5729.005371
	Iteration 68Q: 3 clusters Score -1.254575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -12545752.000000 Penalty: 5729.005371
	Iteration 69Q: 3 clusters Score -1.254575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -12545752.000000 Penalty: 5729.005371
	Iteration 70Q: 3 clusters Score -1.254575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -12545752.000000 Penalty: 5729.005371
	Iteration 71Q: 3 clusters Score -1.254575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -12545747.000000 Penalty: 5729.005371
	Iteration 72Q: 3 clusters Score -1.254575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 73Q: 3 clusters Score -1.254574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -12545744.000000 Penalty: 5729.005371
	Iteration 74Q: 3 clusters Score -1.254574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -12545734.000000 Penalty: 5729.005371
	Iteration 75Q: 3 clusters Score -1.254573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -12545730.000000 Penalty: 5729.005371
	Iteration 76Q: 3 clusters Score -1.254573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -12545744.000000 Penalty: 5729.005371
	Iteration 77Q: 3 clusters Score -1.254574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -12545737.000000 Penalty: 5729.005371
	Iteration 78Q: 3 clusters Score -1.254574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -12545740.000000 Penalty: 5729.005371
	Iteration 79Q: 3 clusters Score -1.254574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -12545736.000000 Penalty: 5729.005371
	Iteration 80F: 3 clusters Score -1.254574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -12545720.000000 Penalty: 5729.005371
	Iteration 81Q: 3 clusters Score -1.254572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -12545723.000000 Penalty: 5729.005371
	Iteration 82Q: 3 clusters Score -1.254572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -12545727.000000 Penalty: 5729.005371
	Iteration 83Q: 3 clusters Score -1.254573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -12545727.000000 Penalty: 5729.005371
	Iteration 84Q: 3 clusters Score -1.254573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -12545734.000000 Penalty: 5729.005371
	Iteration 85Q: 3 clusters Score -1.254573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 86Q: 3 clusters Score -1.254574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -12545745.000000 Penalty: 5729.005371
	Iteration 87Q: 3 clusters Score -1.254574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 5729.005371
	Iteration 88Q: 3 clusters Score -1.254574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -12545752.000000 Penalty: 5729.005371
	Iteration 89Q: 3 clusters Score -1.254575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -12545747.000000 Penalty: 5729.005371
	Iteration 90Q: 3 clusters Score -1.254575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -12545750.000000 Penalty: 5729.005371
	Iteration 91Q: 3 clusters Score -1.254575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -12545736.000000 Penalty: 5729.005371
	Iteration 92Q: 3 clusters Score -1.254574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -12545741.000000 Penalty: 5729.005371
	Iteration 93Q: 3 clusters Score -1.254574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -12545739.000000 Penalty: 5729.005371
	Iteration 94Q: 3 clusters Score -1.254574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -12545742.000000 Penalty: 5729.005371
	Iteration 95Q: 3 clusters Score -1.254574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -12545747.000000 Penalty: 5729.005371
	Iteration 96Q: 3 clusters Score -1.254575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -12545750.000000 Penalty: 5729.005371
	Iteration 97Q: 3 clusters Score -1.254575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -12545750.000000 Penalty: 5729.005371
	Iteration 98F: 3 clusters Score -1.254575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Entering Unmasked Estep 
Score: -134064296.000000 Penalty: 96679.484375
Splitting cluster 11 changes total score from -133932976.000000 to -134064296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -259936.625000 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -259936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -257219.125000 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -257219.1 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262289.281250 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -262289.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267968.343750 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -267968.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -269466.312500 Penalty: 3994.254639
	Iteration 3F: 3 clusters Score -269466.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -270017.375000 Penalty: 3994.254639
	Iteration 4Q: 3 clusters Score -270017.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -270123.843750 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -270123.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -270197.062500 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -270197.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -270232.250000 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -270232.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -270266.812500 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -270266.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -270295.031250 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -270295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -270310.343750 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -270310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -270319.062500 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -270319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -270327.781250 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -270327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270336.343750 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -270336.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270355.625000 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -270355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -270370.093750 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -270370.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270384.875000 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -270384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -270404.937500 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -270404.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -270416.031250 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -270416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -270421.531250 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -270421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -270424.250000 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -270424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -270425.531250 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -270425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -270425.531250 Penalty: 3994.254639
	Iteration 22F: 3 clusters Score -270425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Entering Unmasked Estep 
Score: -134072816.000000 Penalty: 100132.328125
Splitting cluster 12 changes total score from -133932976.000000 to -134072816.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (31803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Entering Unmasked Estep 
Score: -3967973.750000 Penalty: 2571.094482
	Iteration 0F: 2 clusters Score -3967974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3946365.750000 Penalty: 5142.188965
	Iteration 0F: 3 clusters Score -3946366 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3958106.750000 Penalty: 5142.188965
	Iteration 1F: 3 clusters Score -3958107 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3962941.500000 Penalty: 5142.188965
	Iteration 2F: 3 clusters Score -3962942 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3967709.750000 Penalty: 5142.188965
	Iteration 3F: 3 clusters Score -3967710 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3970650.000000 Penalty: 5142.188965
	Iteration 4F: 3 clusters Score -3970650 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3972023.500000 Penalty: 5142.188965
	Iteration 5Q: 3 clusters Score -3972024 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3972760.250000 Penalty: 5142.188965
	Iteration 6Q: 3 clusters Score -3972760 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3973420.750000 Penalty: 5142.188965
	Iteration 7Q: 3 clusters Score -3973421 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3974326.750000 Penalty: 5142.188965
	Iteration 8Q: 3 clusters Score -3974327 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3975246.500000 Penalty: 5142.188965
	Iteration 9Q: 3 clusters Score -3975246 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3975561.750000 Penalty: 5142.188965
	Iteration 10Q: 3 clusters Score -3975562 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3975624.750000 Penalty: 5142.188965
	Iteration 11Q: 3 clusters Score -3975625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3975652.750000 Penalty: 5142.188965
	Iteration 12Q: 3 clusters Score -3975653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3975647.750000 Penalty: 5142.188965
	Iteration 13Q: 3 clusters Score -3975648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3975647.500000 Penalty: 5142.188965
	Iteration 14Q: 3 clusters Score -3975648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3975646.750000 Penalty: 5142.188965
	Iteration 15Q: 3 clusters Score -3975647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3975654.000000 Penalty: 5142.188965
	Iteration 16Q: 3 clusters Score -3975654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3975651.500000 Penalty: 5142.188965
	Iteration 17Q: 3 clusters Score -3975652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3975650.250000 Penalty: 5142.188965
	Iteration 18Q: 3 clusters Score -3975650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3975650.000000 Penalty: 5142.188965
	Iteration 19Q: 3 clusters Score -3975650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3975650.500000 Penalty: 5142.188965
	Iteration 20F: 3 clusters Score -3975650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3975656.500000 Penalty: 5142.188965
	Iteration 21Q: 3 clusters Score -3975656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3975656.500000 Penalty: 5142.188965
	Iteration 22F: 3 clusters Score -3975656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Entering Unmasked Estep 
Score: -134079760.000000 Penalty: 103585.164062
Splitting cluster 13 changes total score from -133932976.000000 to -134079760.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -426408.812500 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -426408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -423598.843750 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -423598.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -425692.968750 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -425693 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -427680.218750 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -427680.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -429110.187500 Penalty: 3936.406006
	Iteration 3F: 3 clusters Score -429110.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429483.281250 Penalty: 3936.406006
	Iteration 4F: 3 clusters Score -429483.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -429619.625000 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -429619.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -429741.750000 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -429741.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -429756.218750 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -429756.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429788.906250 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -429788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429783.093750 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -429783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429790.562500 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -429790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429790.562500 Penalty: 3936.406006
	Iteration 11F: 3 clusters Score -429790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 60728 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 1966 members 
Entering Unmasked Estep 
Score: -134081768.000000 Penalty: 107038.000000
Splitting cluster 14 changes total score from -133932976.000000 to -134081768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (60728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Entering Unmasked Estep 
Score: -7330088.500000 Penalty: 2731.511719
	Iteration 0F: 2 clusters Score -7330088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7289141.500000 Penalty: 5463.023438
	Iteration 0F: 3 clusters Score -7289142 nChanged 28408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -7306887.000000 Penalty: 5463.023438
	Iteration 1F: 3 clusters Score -7306887 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -7310571.500000 Penalty: 5463.023438
	Iteration 2F: 3 clusters Score -7310572 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -7315388.000000 Penalty: 5463.023438
	Iteration 3F: 3 clusters Score -7315388 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -7320890.500000 Penalty: 5463.023438
	Iteration 4F: 3 clusters Score -7320890 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -7326358.500000 Penalty: 5463.023438
	Iteration 5F: 3 clusters Score -7326358 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -7330267.500000 Penalty: 5463.023438
	Iteration 6F: 3 clusters Score -7330268 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -7332383.000000 Penalty: 5463.023438
	Iteration 7F: 3 clusters Score -7332383 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -7333647.500000 Penalty: 5463.023438
	Iteration 8Q: 3 clusters Score -7333648 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -7334541.000000 Penalty: 5463.023438
	Iteration 9Q: 3 clusters Score -7334541 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7335069.500000 Penalty: 5463.023438
	Iteration 10Q: 3 clusters Score -7335070 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7335427.500000 Penalty: 5463.023438
	Iteration 11Q: 3 clusters Score -7335428 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7335653.500000 Penalty: 5463.023438
	Iteration 12Q: 3 clusters Score -7335654 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7335852.500000 Penalty: 5463.023438
	Iteration 13Q: 3 clusters Score -7335852 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7335949.500000 Penalty: 5463.023438
	Iteration 14Q: 3 clusters Score -7335950 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -7336030.000000 Penalty: 5463.023438
	Iteration 15Q: 3 clusters Score -7336030 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -7336092.500000 Penalty: 5463.023438
	Iteration 16Q: 3 clusters Score -7336092 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -7336161.000000 Penalty: 5463.023438
	Iteration 17Q: 3 clusters Score -7336161 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7336272.500000 Penalty: 5463.023438
	Iteration 18Q: 3 clusters Score -7336272 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7336354.500000 Penalty: 5463.023438
	Iteration 19Q: 3 clusters Score -7336354 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7336433.000000 Penalty: 5463.023438
	Iteration 20F: 3 clusters Score -7336433 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7336565.500000 Penalty: 5463.023438
	Iteration 21Q: 3 clusters Score -7336566 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -7336773.500000 Penalty: 5463.023438
	Iteration 22Q: 3 clusters Score -7336774 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -7337099.000000 Penalty: 5463.023438
	Iteration 23Q: 3 clusters Score -7337099 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7337590.500000 Penalty: 5463.023438
	Iteration 24Q: 3 clusters Score -7337590 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -7338306.500000 Penalty: 5463.023438
	Iteration 25Q: 3 clusters Score -7338306 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7338805.500000 Penalty: 5463.023438
	Iteration 26Q: 3 clusters Score -7338806 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -7339051.500000 Penalty: 5463.023438
	Iteration 27Q: 3 clusters Score -7339052 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7339282.000000 Penalty: 5463.023438
	Iteration 28Q: 3 clusters Score -7339282 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7339398.500000 Penalty: 5463.023438
	Iteration 29Q: 3 clusters Score -7339398 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -7339518.000000 Penalty: 5463.023438
	Iteration 30Q: 3 clusters Score -7339518 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -7339707.000000 Penalty: 5463.023438
	Iteration 31Q: 3 clusters Score -7339707 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -7339851.500000 Penalty: 5463.023438
	Iteration 32Q: 3 clusters Score -7339852 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7340070.500000 Penalty: 5463.023438
	Iteration 33Q: 3 clusters Score -7340070 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7340288.500000 Penalty: 5463.023438
	Iteration 34Q: 3 clusters Score -7340288 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -7340513.000000 Penalty: 5463.023438
	Iteration 35Q: 3 clusters Score -7340513 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -7340714.500000 Penalty: 5463.023438
	Iteration 36Q: 3 clusters Score -7340714 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -7340885.500000 Penalty: 5463.023438
	Iteration 37Q: 3 clusters Score -7340886 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -7341127.000000 Penalty: 5463.023438
	Iteration 38Q: 3 clusters Score -7341127 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -7341324.500000 Penalty: 5463.023438
	Iteration 39Q: 3 clusters Score -7341324 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -7341641.000000 Penalty: 5463.023438
	Iteration 40F: 3 clusters Score -7341641 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7342075.500000 Penalty: 5463.023438
	Iteration 41Q: 3 clusters Score -7342076 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -7342709.000000 Penalty: 5463.023438
	Iteration 42Q: 3 clusters Score -7342709 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -7343380.500000 Penalty: 5463.023438
	Iteration 43Q: 3 clusters Score -7343380 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -7343862.500000 Penalty: 5463.023438
	Iteration 44Q: 3 clusters Score -7343862 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7344165.000000 Penalty: 5463.023438
	Iteration 45Q: 3 clusters Score -7344165 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -7344376.000000 Penalty: 5463.023438
	Iteration 46Q: 3 clusters Score -7344376 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -7344511.500000 Penalty: 5463.023438
	Iteration 47Q: 3 clusters Score -7344512 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -7344595.500000 Penalty: 5463.023438
	Iteration 48Q: 3 clusters Score -7344596 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -7344698.000000 Penalty: 5463.023438
	Iteration 49Q: 3 clusters Score -7344698 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -7344757.500000 Penalty: 5463.023438
	Iteration 50Q: 3 clusters Score -7344758 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7344894.500000 Penalty: 5463.023438
	Iteration 51Q: 3 clusters Score -7344894 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -7344969.500000 Penalty: 5463.023438
	Iteration 52Q: 3 clusters Score -7344970 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7345086.500000 Penalty: 5463.023438
	Iteration 53Q: 3 clusters Score -7345086 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -7345172.000000 Penalty: 5463.023438
	Iteration 54Q: 3 clusters Score -7345172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -7345322.000000 Penalty: 5463.023438
	Iteration 55Q: 3 clusters Score -7345322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -7345478.000000 Penalty: 5463.023438
	Iteration 56Q: 3 clusters Score -7345478 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7345594.500000 Penalty: 5463.023438
	Iteration 57Q: 3 clusters Score -7345594 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -7345750.500000 Penalty: 5463.023438
	Iteration 58Q: 3 clusters Score -7345750 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7345802.500000 Penalty: 5463.023438
	Iteration 59Q: 3 clusters Score -7345802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -7345838.000000 Penalty: 5463.023438
	Iteration 60F: 3 clusters Score -7345838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -7345829.000000 Penalty: 5463.023438
	Iteration 61Q: 3 clusters Score -7345829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7345850.000000 Penalty: 5463.023438
	Iteration 62Q: 3 clusters Score -7345850 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7345864.500000 Penalty: 5463.023438
	Iteration 63Q: 3 clusters Score -7345864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -7345866.000000 Penalty: 5463.023438
	Iteration 64Q: 3 clusters Score -7345866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7345864.500000 Penalty: 5463.023438
	Iteration 65Q: 3 clusters Score -7345864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7345851.000000 Penalty: 5463.023438
	Iteration 66Q: 3 clusters Score -7345851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -7345867.000000 Penalty: 5463.023438
	Iteration 67Q: 3 clusters Score -7345867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -7345874.000000 Penalty: 5463.023438
	Iteration 68Q: 3 clusters Score -7345874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -7345862.500000 Penalty: 5463.023438
	Iteration 69Q: 3 clusters Score -7345862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7345865.000000 Penalty: 5463.023438
	Iteration 70Q: 3 clusters Score -7345865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -7345876.500000 Penalty: 5463.023438
	Iteration 71Q: 3 clusters Score -7345876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -7345863.000000 Penalty: 5463.023438
	Iteration 72Q: 3 clusters Score -7345863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -7345862.500000 Penalty: 5463.023438
	Iteration 73Q: 3 clusters Score -7345862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -7345858.500000 Penalty: 5463.023438
	Iteration 74Q: 3 clusters Score -7345858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7345886.000000 Penalty: 5463.023438
	Iteration 75Q: 3 clusters Score -7345886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -7345887.500000 Penalty: 5463.023438
	Iteration 76Q: 3 clusters Score -7345888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -7345884.500000 Penalty: 5463.023438
	Iteration 77Q: 3 clusters Score -7345884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -7345886.000000 Penalty: 5463.023438
	Iteration 78Q: 3 clusters Score -7345886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -7345888.000000 Penalty: 5463.023438
	Iteration 79Q: 3 clusters Score -7345888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7345884.500000 Penalty: 5463.023438
	Iteration 80F: 3 clusters Score -7345884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -7345881.500000 Penalty: 5463.023438
	Iteration 81Q: 3 clusters Score -7345882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -7345875.500000 Penalty: 5463.023438
	Iteration 82Q: 3 clusters Score -7345876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7345877.500000 Penalty: 5463.023438
	Iteration 83Q: 3 clusters Score -7345878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7345877.500000 Penalty: 5463.023438
	Iteration 84F: 3 clusters Score -7345878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 22473 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 24548 members 
Entering Unmasked Estep 
Score: -134096576.000000 Penalty: 110490.843750
Splitting cluster 15 changes total score from -133932976.000000 to -134096576.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (22473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Entering Unmasked Estep 
Score: -2690191.250000 Penalty: 2484.977295
	Iteration 0F: 2 clusters Score -2690191 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 11333 members 
Entering Unmasked Estep 
Score: -2674533.000000 Penalty: 4969.954590
	Iteration 0F: 3 clusters Score -2674533 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2681836.000000 Penalty: 4969.954590
	Iteration 1F: 3 clusters Score -2681836 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2686585.750000 Penalty: 4969.954590
	Iteration 2F: 3 clusters Score -2686586 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2693288.500000 Penalty: 4969.954590
	Iteration 3F: 3 clusters Score -2693288 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2697317.750000 Penalty: 4969.954590
	Iteration 4F: 3 clusters Score -2697318 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2699507.000000 Penalty: 4969.954590
	Iteration 5F: 3 clusters Score -2699507 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2702277.000000 Penalty: 4969.954590
	Iteration 6Q: 3 clusters Score -2702277 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2707668.750000 Penalty: 4969.954590
	Iteration 7Q: 3 clusters Score -2707669 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2714782.750000 Penalty: 4969.954590
	Iteration 8Q: 3 clusters Score -2714783 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2715437.750000 Penalty: 4969.954590
	Iteration 9Q: 3 clusters Score -2715438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2715632.500000 Penalty: 4969.954590
	Iteration 10Q: 3 clusters Score -2715632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2715798.250000 Penalty: 4969.954590
	Iteration 11Q: 3 clusters Score -2715798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2715974.000000 Penalty: 4969.954590
	Iteration 12Q: 3 clusters Score -2715974 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2716166.250000 Penalty: 4969.954590
	Iteration 13Q: 3 clusters Score -2716166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2716404.250000 Penalty: 4969.954590
	Iteration 14Q: 3 clusters Score -2716404 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2716804.750000 Penalty: 4969.954590
	Iteration 15Q: 3 clusters Score -2716805 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2717225.750000 Penalty: 4969.954590
	Iteration 16Q: 3 clusters Score -2717226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2717745.750000 Penalty: 4969.954590
	Iteration 17Q: 3 clusters Score -2717746 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2718175.500000 Penalty: 4969.954590
	Iteration 18Q: 3 clusters Score -2718176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2718441.250000 Penalty: 4969.954590
	Iteration 19Q: 3 clusters Score -2718441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2718672.250000 Penalty: 4969.954590
	Iteration 20F: 3 clusters Score -2718672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2718821.500000 Penalty: 4969.954590
	Iteration 21Q: 3 clusters Score -2718822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2718911.250000 Penalty: 4969.954590
	Iteration 22Q: 3 clusters Score -2718911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2719021.750000 Penalty: 4969.954590
	Iteration 23Q: 3 clusters Score -2719022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2719351.000000 Penalty: 4969.954590
	Iteration 24Q: 3 clusters Score -2719351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2719829.000000 Penalty: 4969.954590
	Iteration 25Q: 3 clusters Score -2719829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2719943.000000 Penalty: 4969.954590
	Iteration 26Q: 3 clusters Score -2719943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2720032.500000 Penalty: 4969.954590
	Iteration 27Q: 3 clusters Score -2720032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2720149.250000 Penalty: 4969.954590
	Iteration 28Q: 3 clusters Score -2720149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2720351.250000 Penalty: 4969.954590
	Iteration 29Q: 3 clusters Score -2720351 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2720721.750000 Penalty: 4969.954590
	Iteration 30Q: 3 clusters Score -2720722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2721307.250000 Penalty: 4969.954590
	Iteration 31Q: 3 clusters Score -2721307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2722255.500000 Penalty: 4969.954590
	Iteration 32Q: 3 clusters Score -2722256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2723353.500000 Penalty: 4969.954590
	Iteration 33Q: 3 clusters Score -2723354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2723724.500000 Penalty: 4969.954590
	Iteration 34Q: 3 clusters Score -2723724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2723765.000000 Penalty: 4969.954590
	Iteration 35Q: 3 clusters Score -2723765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2723778.500000 Penalty: 4969.954590
	Iteration 36Q: 3 clusters Score -2723778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2723790.750000 Penalty: 4969.954590
	Iteration 37Q: 3 clusters Score -2723791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2723797.750000 Penalty: 4969.954590
	Iteration 38Q: 3 clusters Score -2723798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2723796.750000 Penalty: 4969.954590
	Iteration 39Q: 3 clusters Score -2723797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2723799.500000 Penalty: 4969.954590
	Iteration 40F: 3 clusters Score -2723800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2723797.250000 Penalty: 4969.954590
	Iteration 41Q: 3 clusters Score -2723797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2723801.000000 Penalty: 4969.954590
	Iteration 42Q: 3 clusters Score -2723801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2723802.000000 Penalty: 4969.954590
	Iteration 43Q: 3 clusters Score -2723802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2723802.000000 Penalty: 4969.954590
	Iteration 44F: 3 clusters Score -2723802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 24548 members 
Mstep: Class 33 contains 17146 members 
Entering Unmasked Estep 
Score: -134128656.000000 Penalty: 113943.679688
Splitting cluster 16 changes total score from -133932976.000000 to -134128656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (7870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Entering Unmasked Estep 
Score: -969491.250000 Penalty: 2224.761719
	Iteration 0F: 2 clusters Score -969491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -963157.937500 Penalty: 4449.523438
	Iteration 0F: 3 clusters Score -963157.9 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -965084.812500 Penalty: 4449.523438
	Iteration 1F: 3 clusters Score -965084.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -965591.875000 Penalty: 4449.523438
	Iteration 2F: 3 clusters Score -965591.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -966189.125000 Penalty: 4449.523438
	Iteration 3F: 3 clusters Score -966189.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -966864.875000 Penalty: 4449.523438
	Iteration 4F: 3 clusters Score -966864.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -967486.125000 Penalty: 4449.523438
	Iteration 5F: 3 clusters Score -967486.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -967839.625000 Penalty: 4449.523438
	Iteration 6F: 3 clusters Score -967839.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -968062.000000 Penalty: 4449.523438
	Iteration 7Q: 3 clusters Score -968062 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -968178.312500 Penalty: 4449.523438
	Iteration 8Q: 3 clusters Score -968178.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -968234.750000 Penalty: 4449.523438
	Iteration 9Q: 3 clusters Score -968234.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -968275.375000 Penalty: 4449.523438
	Iteration 10Q: 3 clusters Score -968275.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -968312.375000 Penalty: 4449.523438
	Iteration 11Q: 3 clusters Score -968312.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -968343.500000 Penalty: 4449.523438
	Iteration 12Q: 3 clusters Score -968343.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -968371.000000 Penalty: 4449.523438
	Iteration 13Q: 3 clusters Score -968371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -968395.000000 Penalty: 4449.523438
	Iteration 14Q: 3 clusters Score -968395 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -968428.937500 Penalty: 4449.523438
	Iteration 15Q: 3 clusters Score -968428.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -968461.250000 Penalty: 4449.523438
	Iteration 16Q: 3 clusters Score -968461.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -968484.750000 Penalty: 4449.523438
	Iteration 17Q: 3 clusters Score -968484.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -968510.875000 Penalty: 4449.523438
	Iteration 18Q: 3 clusters Score -968510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -968526.125000 Penalty: 4449.523438
	Iteration 19Q: 3 clusters Score -968526.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -968542.500000 Penalty: 4449.523438
	Iteration 20F: 3 clusters Score -968542.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -968552.062500 Penalty: 4449.523438
	Iteration 21Q: 3 clusters Score -968552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -968556.562500 Penalty: 4449.523438
	Iteration 22Q: 3 clusters Score -968556.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -968562.437500 Penalty: 4449.523438
	Iteration 23Q: 3 clusters Score -968562.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -968570.937500 Penalty: 4449.523438
	Iteration 24Q: 3 clusters Score -968570.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -968572.312500 Penalty: 4449.523438
	Iteration 25Q: 3 clusters Score -968572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -968574.062500 Penalty: 4449.523438
	Iteration 26Q: 3 clusters Score -968574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -968576.500000 Penalty: 4449.523438
	Iteration 27Q: 3 clusters Score -968576.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -968580.625000 Penalty: 4449.523438
	Iteration 28Q: 3 clusters Score -968580.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -968580.187500 Penalty: 4449.523438
	Iteration 29Q: 3 clusters Score -968580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -968582.437500 Penalty: 4449.523438
	Iteration 30Q: 3 clusters Score -968582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -968584.562500 Penalty: 4449.523438
	Iteration 31Q: 3 clusters Score -968584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -968585.500000 Penalty: 4449.523438
	Iteration 32Q: 3 clusters Score -968585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -968585.375000 Penalty: 4449.523438
	Iteration 33Q: 3 clusters Score -968585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -968584.375000 Penalty: 4449.523438
	Iteration 34Q: 3 clusters Score -968584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -968585.562500 Penalty: 4449.523438
	Iteration 35Q: 3 clusters Score -968585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -968586.500000 Penalty: 4449.523438
	Iteration 36Q: 3 clusters Score -968586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -968584.937500 Penalty: 4449.523438
	Iteration 37Q: 3 clusters Score -968584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -968585.437500 Penalty: 4449.523438
	Iteration 38Q: 3 clusters Score -968585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -968586.812500 Penalty: 4449.523438
	Iteration 39Q: 3 clusters Score -968586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -968587.750000 Penalty: 4449.523438
	Iteration 40F: 3 clusters Score -968587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -968589.312500 Penalty: 4449.523438
	Iteration 41Q: 3 clusters Score -968589.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -968589.312500 Penalty: 4449.523438
	Iteration 42F: 3 clusters Score -968589.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -2539863.250000 Penalty: 2398.029297
	Iteration 0F: 2 clusters Score -2539863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2528834.250000 Penalty: 4796.058594
	Iteration 0F: 3 clusters Score -2528834 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2536316.250000 Penalty: 4796.058594
	Iteration 1F: 3 clusters Score -2536316 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2541395.250000 Penalty: 4796.058594
	Iteration 2F: 3 clusters Score -2541395 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2544307.500000 Penalty: 4796.058594
	Iteration 3F: 3 clusters Score -2544308 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2545338.000000 Penalty: 4796.058594
	Iteration 4F: 3 clusters Score -2545338 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2545710.750000 Penalty: 4796.058594
	Iteration 5Q: 3 clusters Score -2545711 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2545857.250000 Penalty: 4796.058594
	Iteration 6Q: 3 clusters Score -2545857 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2545923.750000 Penalty: 4796.058594
	Iteration 7Q: 3 clusters Score -2545924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2545963.250000 Penalty: 4796.058594
	Iteration 8Q: 3 clusters Score -2545963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2545984.250000 Penalty: 4796.058594
	Iteration 9Q: 3 clusters Score -2545984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2546005.750000 Penalty: 4796.058594
	Iteration 10Q: 3 clusters Score -2546006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2546030.000000 Penalty: 4796.058594
	Iteration 11Q: 3 clusters Score -2546030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2546029.000000 Penalty: 4796.058594
	Iteration 12Q: 3 clusters Score -2546029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2546056.000000 Penalty: 4796.058594
	Iteration 13Q: 3 clusters Score -2546056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2546058.000000 Penalty: 4796.058594
	Iteration 14Q: 3 clusters Score -2546058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2546062.500000 Penalty: 4796.058594
	Iteration 15Q: 3 clusters Score -2546062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2546059.250000 Penalty: 4796.058594
	Iteration 16Q: 3 clusters Score -2546059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2546062.000000 Penalty: 4796.058594
	Iteration 17Q: 3 clusters Score -2546062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2546071.500000 Penalty: 4796.058594
	Iteration 18Q: 3 clusters Score -2546072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2546067.250000 Penalty: 4796.058594
	Iteration 19Q: 3 clusters Score -2546067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2546072.250000 Penalty: 4796.058594
	Iteration 20F: 3 clusters Score -2546072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546074.250000 Penalty: 4796.058594
	Iteration 21Q: 3 clusters Score -2546074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2546069.000000 Penalty: 4796.058594
	Iteration 22Q: 3 clusters Score -2546069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2546069.750000 Penalty: 4796.058594
	Iteration 23Q: 3 clusters Score -2546070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2546067.500000 Penalty: 4796.058594
	Iteration 24Q: 3 clusters Score -2546068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2546067.000000 Penalty: 4796.058594
	Iteration 25Q: 3 clusters Score -2546067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2546079.500000 Penalty: 4796.058594
	Iteration 26Q: 3 clusters Score -2546080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2546089.250000 Penalty: 4796.058594
	Iteration 27Q: 3 clusters Score -2546089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2546074.500000 Penalty: 4796.058594
	Iteration 28Q: 3 clusters Score -2546074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2546075.000000 Penalty: 4796.058594
	Iteration 29Q: 3 clusters Score -2546075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546074.750000 Penalty: 4796.058594
	Iteration 30Q: 3 clusters Score -2546075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2546078.250000 Penalty: 4796.058594
	Iteration 31Q: 3 clusters Score -2546078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546074.250000 Penalty: 4796.058594
	Iteration 32Q: 3 clusters Score -2546074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546082.000000 Penalty: 4796.058594
	Iteration 33Q: 3 clusters Score -2546082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2546079.500000 Penalty: 4796.058594
	Iteration 34Q: 3 clusters Score -2546080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2546085.500000 Penalty: 4796.058594
	Iteration 35Q: 3 clusters Score -2546086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2546077.750000 Penalty: 4796.058594
	Iteration 36Q: 3 clusters Score -2546078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2546076.250000 Penalty: 4796.058594
	Iteration 37Q: 3 clusters Score -2546076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2546074.500000 Penalty: 4796.058594
	Iteration 38Q: 3 clusters Score -2546074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2546077.000000 Penalty: 4796.058594
	Iteration 39Q: 3 clusters Score -2546077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2546076.750000 Penalty: 4796.058594
	Iteration 40F: 3 clusters Score -2546077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2546083.250000 Penalty: 4796.058594
	Iteration 41Q: 3 clusters Score -2546083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2546075.750000 Penalty: 4796.058594
	Iteration 42Q: 3 clusters Score -2546076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2546075.250000 Penalty: 4796.058594
	Iteration 43Q: 3 clusters Score -2546075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2546086.000000 Penalty: 4796.058594
	Iteration 44Q: 3 clusters Score -2546086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2546087.000000 Penalty: 4796.058594
	Iteration 45Q: 3 clusters Score -2546087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2546081.750000 Penalty: 4796.058594
	Iteration 46Q: 3 clusters Score -2546082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2546095.500000 Penalty: 4796.058594
	Iteration 47Q: 3 clusters Score -2546096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2546085.000000 Penalty: 4796.058594
	Iteration 48Q: 3 clusters Score -2546085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2546081.000000 Penalty: 4796.058594
	Iteration 49Q: 3 clusters Score -2546081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2546083.250000 Penalty: 4796.058594
	Iteration 50Q: 3 clusters Score -2546083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2546090.250000 Penalty: 4796.058594
	Iteration 51Q: 3 clusters Score -2546090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4796.058594
	Iteration 52Q: 3 clusters Score -2546084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2546081.000000 Penalty: 4796.058594
	Iteration 53Q: 3 clusters Score -2546081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2546072.750000 Penalty: 4796.058594
	Iteration 54Q: 3 clusters Score -2546073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2546082.500000 Penalty: 4796.058594
	Iteration 55Q: 3 clusters Score -2546082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2546094.500000 Penalty: 4796.058594
	Iteration 56Q: 3 clusters Score -2546094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4796.058594
	Iteration 57Q: 3 clusters Score -2546084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546092.250000 Penalty: 4796.058594
	Iteration 58Q: 3 clusters Score -2546092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4796.058594
	Iteration 59Q: 3 clusters Score -2546084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2546096.500000 Penalty: 4796.058594
	Iteration 60F: 3 clusters Score -2546096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2546080.500000 Penalty: 4796.058594
	Iteration 61Q: 3 clusters Score -2546080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2546085.250000 Penalty: 4796.058594
	Iteration 62Q: 3 clusters Score -2546085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2546080.750000 Penalty: 4796.058594
	Iteration 63Q: 3 clusters Score -2546081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2546086.500000 Penalty: 4796.058594
	Iteration 64Q: 3 clusters Score -2546086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2546081.500000 Penalty: 4796.058594
	Iteration 65Q: 3 clusters Score -2546082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2546078.250000 Penalty: 4796.058594
	Iteration 66Q: 3 clusters Score -2546078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2546077.500000 Penalty: 4796.058594
	Iteration 67Q: 3 clusters Score -2546078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2546089.750000 Penalty: 4796.058594
	Iteration 68Q: 3 clusters Score -2546090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2546088.500000 Penalty: 4796.058594
	Iteration 69Q: 3 clusters Score -2546088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2546088.750000 Penalty: 4796.058594
	Iteration 70Q: 3 clusters Score -2546089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2546086.000000 Penalty: 4796.058594
	Iteration 71Q: 3 clusters Score -2546086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2546084.500000 Penalty: 4796.058594
	Iteration 72Q: 3 clusters Score -2546084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2546081.250000 Penalty: 4796.058594
	Iteration 73Q: 3 clusters Score -2546081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2546093.250000 Penalty: 4796.058594
	Iteration 74Q: 3 clusters Score -2546093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2546087.750000 Penalty: 4796.058594
	Iteration 75Q: 3 clusters Score -2546088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2546081.000000 Penalty: 4796.058594
	Iteration 76Q: 3 clusters Score -2546081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2546093.750000 Penalty: 4796.058594
	Iteration 77Q: 3 clusters Score -2546094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2546072.750000 Penalty: 4796.058594
	Iteration 78Q: 3 clusters Score -2546073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2546080.500000 Penalty: 4796.058594
	Iteration 79Q: 3 clusters Score -2546080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2546080.750000 Penalty: 4796.058594
	Iteration 80F: 3 clusters Score -2546081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2546085.250000 Penalty: 4796.058594
	Iteration 81Q: 3 clusters Score -2546085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2546086.250000 Penalty: 4796.058594
	Iteration 82Q: 3 clusters Score -2546086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2546083.500000 Penalty: 4796.058594
	Iteration 83Q: 3 clusters Score -2546084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2546092.500000 Penalty: 4796.058594
	Iteration 84Q: 3 clusters Score -2546092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2546098.750000 Penalty: 4796.058594
	Iteration 85Q: 3 clusters Score -2546099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546081.500000 Penalty: 4796.058594
	Iteration 86Q: 3 clusters Score -2546082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2546092.500000 Penalty: 4796.058594
	Iteration 87Q: 3 clusters Score -2546092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2546083.000000 Penalty: 4796.058594
	Iteration 88Q: 3 clusters Score -2546083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2546097.250000 Penalty: 4796.058594
	Iteration 89Q: 3 clusters Score -2546097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2546090.500000 Penalty: 4796.058594
	Iteration 90Q: 3 clusters Score -2546090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546082.250000 Penalty: 4796.058594
	Iteration 91Q: 3 clusters Score -2546082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546070.750000 Penalty: 4796.058594
	Iteration 92Q: 3 clusters Score -2546071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2546082.500000 Penalty: 4796.058594
	Iteration 93Q: 3 clusters Score -2546082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2546088.250000 Penalty: 4796.058594
	Iteration 94Q: 3 clusters Score -2546088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2546079.500000 Penalty: 4796.058594
	Iteration 95Q: 3 clusters Score -2546080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4796.058594
	Iteration 96Q: 3 clusters Score -2546084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2546079.250000 Penalty: 4796.058594
	Iteration 97Q: 3 clusters Score -2546079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2546095.500000 Penalty: 4796.058594
	Iteration 98Q: 3 clusters Score -2546096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2546087.750000 Penalty: 4796.058594
	Iteration 99Q: 3 clusters Score -2546088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2546088.250000 Penalty: 4796.058594
	Iteration 100F: 3 clusters Score -2546088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2546084.250000 Penalty: 4796.058594
	Iteration 101Q: 3 clusters Score -2546084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546080.250000 Penalty: 4796.058594
	Iteration 102Q: 3 clusters Score -2546080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546084.500000 Penalty: 4796.058594
	Iteration 103Q: 3 clusters Score -2546084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2546084.500000 Penalty: 4796.058594
	Iteration 104F: 3 clusters Score -2546084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 19010 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 24548 members 
Mstep: Class 33 contains 17146 members 
Mstep: Class 34 contains 3677 members 
Entering Unmasked Estep 
Score: -134133904.000000 Penalty: 117396.515625
Splitting cluster 18 changes total score from -133932976.000000 to -134133904.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2194959.750000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -2194960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2181814.500000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -2181814 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2189029.500000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -2189030 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2194214.000000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -2194214 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2199317.250000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -2199317 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2201397.250000 Penalty: 4886.949219
	Iteration 4F: 3 clusters Score -2201397 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2202838.750000 Penalty: 4886.949219
	Iteration 5F: 3 clusters Score -2202839 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2203967.000000 Penalty: 4886.949219
	Iteration 6F: 3 clusters Score -2203967 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2204726.500000 Penalty: 4886.949219
	Iteration 7Q: 3 clusters Score -2204726 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2205353.750000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -2205354 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2206058.000000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -2206058 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2206813.500000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -2206814 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2207311.000000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -2207311 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2207635.250000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -2207635 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2207797.250000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -2207797 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2207907.750000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -2207908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2207986.500000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -2207986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2208041.500000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -2208042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2208102.000000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -2208102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2208151.000000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -2208151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2208177.750000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -2208178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2208285.750000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -2208286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2208325.750000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -2208326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2208364.500000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -2208364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2208376.750000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -2208377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2208391.250000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -2208391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2208405.500000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -2208406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2208407.500000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -2208408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2208415.500000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -2208416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2208419.000000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -2208419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2208428.250000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -2208428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2208422.000000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -2208422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2208422.000000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -2208422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2208429.250000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -2208429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2208425.000000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -2208425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2208426.250000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -2208426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2208424.750000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -2208425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2208429.000000 Penalty: 4886.949219
	Iteration 36Q: 3 clusters Score -2208429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2208429.750000 Penalty: 4886.949219
	Iteration 37Q: 3 clusters Score -2208430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2208429.250000 Penalty: 4886.949219
	Iteration 38Q: 3 clusters Score -2208429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2208429.000000 Penalty: 4886.949219
	Iteration 39Q: 3 clusters Score -2208429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2208429.250000 Penalty: 4886.949219
	Iteration 40F: 3 clusters Score -2208429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2208425.000000 Penalty: 4886.949219
	Iteration 41Q: 3 clusters Score -2208425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2208425.000000 Penalty: 4886.949219
	Iteration 42F: 3 clusters Score -2208425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 144322 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 57723 members 
Mstep: Class 25 contains 3368 members 
Mstep: Class 26 contains 6452 members 
Mstep: Class 27 contains 71654 members 
Mstep: Class 28 contains 34403 members 
Mstep: Class 29 contains 1248 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 24548 members 
Mstep: Class 33 contains 17146 members 
Mstep: Class 34 contains 3677 members 
Mstep: Class 35 contains 4568 members 
Entering Unmasked Estep 
Score: -134146656.000000 Penalty: 120849.359375
Splitting cluster 19 changes total score from -133932976.000000 to -134146656.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 139414 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 10 contains 194214 members 
Mstep: Class 11 contains 69417 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134197256.000000 Penalty: 120849.359375
Iteration 39Q: 36 clusters Score -1.341973e+08 nChanged 56075
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 26493 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 51030 members 
Mstep: Class 5 contains 144837 members 
Mstep: Class 6 contains 15928 members 
Mstep: Class 7 contains 31043 members 
Mstep: Class 8 contains 11482 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 196332 members 
Mstep: Class 11 contains 68080 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 29761 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 7869 members 
Mstep: Class 18 contains 12151 members 
Mstep: Class 19 contains 14174 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 135179 members 
Mstep: Class 23 contains 46898 members 
Mstep: Class 24 contains 54309 members 
Mstep: Class 25 contains 3413 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 70760 members 
Mstep: Class 28 contains 33761 members 
Mstep: Class 29 contains 1269 members 
Mstep: Class 30 contains 3888 members 
Mstep: Class 31 contains 1980 members 
Mstep: Class 32 contains 24017 members 
Mstep: Class 33 contains 16695 members 
Mstep: Class 34 contains 3647 members 
Mstep: Class 35 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134237696.000000 Penalty: 120849.359375
Iteration 40F: 36 clusters Score -1.342377e+08 nChanged 41538
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 24603 members 
Mstep: Class 3 contains 6174 members 
Mstep: Class 4 contains 52183 members 
Mstep: Class 5 contains 144414 members 
Mstep: Class 6 contains 16105 members 
Mstep: Class 7 contains 32840 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 194433 members 
Mstep: Class 11 contains 65801 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 30141 members 
Mstep: Class 14 contains 855 members 
Mstep: Class 15 contains 36850 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 11960 members 
Mstep: Class 19 contains 13799 members 
Mstep: Class 20 contains 12646 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 133391 members 
Mstep: Class 23 contains 47020 members 
Mstep: Class 24 contains 54301 members 
Mstep: Class 25 contains 4102 members 
Mstep: Class 26 contains 5799 members 
Mstep: Class 27 contains 72636 members 
Mstep: Class 28 contains 34865 members 
Mstep: Class 29 contains 1298 members 
Mstep: Class 30 contains 4692 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 24830 members 
Mstep: Class 33 contains 17202 members 
Mstep: Class 34 contains 3650 members 
Mstep: Class 35 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134254224.000000 Penalty: 120849.359375
Iteration 41Q: 36 clusters Score -1.342542e+08 nChanged 23717
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 23357 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 53530 members 
Mstep: Class 5 contains 143848 members 
Mstep: Class 6 contains 16431 members 
Mstep: Class 7 contains 34706 members 
Mstep: Class 8 contains 11234 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 193320 members 
Mstep: Class 11 contains 64090 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 30500 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 37019 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 11830 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 131191 members 
Mstep: Class 23 contains 46978 members 
Mstep: Class 24 contains 54029 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 74142 members 
Mstep: Class 28 contains 35519 members 
Mstep: Class 29 contains 1368 members 
Mstep: Class 30 contains 5328 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 25294 members 
Mstep: Class 33 contains 17733 members 
Mstep: Class 34 contains 3645 members 
Mstep: Class 35 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134265392.000000 Penalty: 120849.359375
Iteration 42Q: 36 clusters Score -1.342654e+08 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 54899 members 
Mstep: Class 5 contains 143383 members 
Mstep: Class 6 contains 16751 members 
Mstep: Class 7 contains 36473 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 4301 members 
Mstep: Class 10 contains 192655 members 
Mstep: Class 11 contains 62758 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 30782 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 37068 members 
Mstep: Class 16 contains 7365 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 12365 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 128715 members 
Mstep: Class 23 contains 46941 members 
Mstep: Class 24 contains 53748 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 75477 members 
Mstep: Class 28 contains 35903 members 
Mstep: Class 29 contains 1455 members 
Mstep: Class 30 contains 5846 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 25633 members 
Mstep: Class 33 contains 18242 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 3842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134273424.000000 Penalty: 120849.359375
Iteration 43Q: 36 clusters Score -1.342734e+08 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 21191 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 56284 members 
Mstep: Class 5 contains 142888 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 7 contains 38347 members 
Mstep: Class 8 contains 11018 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 192209 members 
Mstep: Class 11 contains 61644 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 31011 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 37075 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 13438 members 
Mstep: Class 20 contains 12165 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 126175 members 
Mstep: Class 23 contains 46887 members 
Mstep: Class 24 contains 53454 members 
Mstep: Class 25 contains 5740 members 
Mstep: Class 26 contains 5282 members 
Mstep: Class 27 contains 76667 members 
Mstep: Class 28 contains 36054 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 2460 members 
Mstep: Class 32 contains 25882 members 
Mstep: Class 33 contains 18661 members 
Mstep: Class 34 contains 3616 members 
Mstep: Class 35 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134279008.000000 Penalty: 120849.359375
Iteration 44Q: 36 clusters Score -1.34279e+08 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 20165 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 57686 members 
Mstep: Class 5 contains 142442 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 191857 members 
Mstep: Class 11 contains 60599 members 
Mstep: Class 12 contains 4573 members 
Mstep: Class 13 contains 31136 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 37060 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 18 contains 11693 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 123557 members 
Mstep: Class 23 contains 46851 members 
Mstep: Class 24 contains 53255 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 5224 members 
Mstep: Class 27 contains 77807 members 
Mstep: Class 28 contains 36115 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 6741 members 
Mstep: Class 31 contains 2506 members 
Mstep: Class 32 contains 26069 members 
Mstep: Class 33 contains 18991 members 
Mstep: Class 34 contains 3594 members 
Mstep: Class 35 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134282304.000000 Penalty: 120849.359375
Iteration 45Q: 36 clusters Score -1.342823e+08 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 59074 members 
Mstep: Class 5 contains 142089 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 7 contains 41914 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 4713 members 
Mstep: Class 10 contains 191498 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 31249 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 37045 members 
Mstep: Class 16 contains 7855 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 13432 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 120839 members 
Mstep: Class 23 contains 46850 members 
Mstep: Class 24 contains 53040 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 78946 members 
Mstep: Class 28 contains 36141 members 
Mstep: Class 29 contains 1602 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 2545 members 
Mstep: Class 32 contains 26203 members 
Mstep: Class 33 contains 19208 members 
Mstep: Class 34 contains 3588 members 
Mstep: Class 35 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134285120.000000 Penalty: 120849.359375
Iteration 46Q: 36 clusters Score -1.342851e+08 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 18540 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 60427 members 
Mstep: Class 5 contains 141745 members 
Mstep: Class 6 contains 18190 members 
Mstep: Class 7 contains 43434 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 191237 members 
Mstep: Class 11 contains 58881 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 31338 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 37039 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 4489 members 
Mstep: Class 22 contains 118128 members 
Mstep: Class 23 contains 46864 members 
Mstep: Class 24 contains 52806 members 
Mstep: Class 25 contains 7103 members 
Mstep: Class 26 contains 5197 members 
Mstep: Class 27 contains 80009 members 
Mstep: Class 28 contains 36126 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 7486 members 
Mstep: Class 31 contains 2591 members 
Mstep: Class 32 contains 26308 members 
Mstep: Class 33 contains 19344 members 
Mstep: Class 34 contains 3578 members 
Mstep: Class 35 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134287744.000000 Penalty: 120849.359375
Iteration 47Q: 36 clusters Score -1.342877e+08 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 17981 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 61666 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 18656 members 
Mstep: Class 7 contains 44856 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 190944 members 
Mstep: Class 11 contains 58258 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 31406 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 37015 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 115482 members 
Mstep: Class 23 contains 46822 members 
Mstep: Class 24 contains 52523 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 81105 members 
Mstep: Class 28 contains 36113 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 7729 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 26398 members 
Mstep: Class 33 contains 19436 members 
Mstep: Class 34 contains 3568 members 
Mstep: Class 35 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134290464.000000 Penalty: 120849.359375
Iteration 48Q: 36 clusters Score -1.342905e+08 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 5771 members 
Mstep: Class 4 contains 62818 members 
Mstep: Class 5 contains 141384 members 
Mstep: Class 6 contains 19109 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 190636 members 
Mstep: Class 11 contains 57766 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 36991 members 
Mstep: Class 16 contains 8102 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 13571 members 
Mstep: Class 20 contains 11629 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 113018 members 
Mstep: Class 23 contains 46722 members 
Mstep: Class 24 contains 52240 members 
Mstep: Class 25 contains 7684 members 
Mstep: Class 26 contains 5219 members 
Mstep: Class 27 contains 82186 members 
Mstep: Class 28 contains 36116 members 
Mstep: Class 29 contains 1622 members 
Mstep: Class 30 contains 7911 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 26481 members 
Mstep: Class 33 contains 19512 members 
Mstep: Class 34 contains 3563 members 
Mstep: Class 35 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134293120.000000 Penalty: 120849.359375
Iteration 49Q: 36 clusters Score -1.342931e+08 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 17173 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 63941 members 
Mstep: Class 5 contains 141303 members 
Mstep: Class 6 contains 19576 members 
Mstep: Class 7 contains 47128 members 
Mstep: Class 8 contains 10216 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 190374 members 
Mstep: Class 11 contains 57359 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 31507 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 36918 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 13653 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 4559 members 
Mstep: Class 22 contains 110659 members 
Mstep: Class 23 contains 46618 members 
Mstep: Class 24 contains 51940 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 5215 members 
Mstep: Class 27 contains 83188 members 
Mstep: Class 28 contains 36126 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8059 members 
Mstep: Class 31 contains 2681 members 
Mstep: Class 32 contains 26563 members 
Mstep: Class 33 contains 19561 members 
Mstep: Class 34 contains 3561 members 
Mstep: Class 35 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134294704.000000 Penalty: 120849.359375
Iteration 50Q: 36 clusters Score -1.342947e+08 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 16916 members 
Mstep: Class 3 contains 5710 members 
Mstep: Class 4 contains 65008 members 
Mstep: Class 5 contains 141275 members 
Mstep: Class 6 contains 20060 members 
Mstep: Class 7 contains 48034 members 
Mstep: Class 8 contains 10166 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 10 contains 190086 members 
Mstep: Class 11 contains 57020 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 31550 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 36805 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 13711 members 
Mstep: Class 20 contains 11546 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 108393 members 
Mstep: Class 23 contains 46540 members 
Mstep: Class 24 contains 51617 members 
Mstep: Class 25 contains 8085 members 
Mstep: Class 26 contains 5221 members 
Mstep: Class 27 contains 84199 members 
Mstep: Class 28 contains 36124 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8177 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 26644 members 
Mstep: Class 33 contains 19579 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134295520.000000 Penalty: 120849.359375
Iteration 51Q: 36 clusters Score -1.342955e+08 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 16730 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 66050 members 
Mstep: Class 5 contains 141319 members 
Mstep: Class 6 contains 20565 members 
Mstep: Class 7 contains 48751 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 189797 members 
Mstep: Class 11 contains 56709 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 31601 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 36709 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 11518 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 106193 members 
Mstep: Class 23 contains 46467 members 
Mstep: Class 24 contains 51276 members 
Mstep: Class 25 contains 8234 members 
Mstep: Class 26 contains 5224 members 
Mstep: Class 27 contains 85180 members 
Mstep: Class 28 contains 36112 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8265 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 26732 members 
Mstep: Class 33 contains 19589 members 
Mstep: Class 34 contains 3547 members 
Mstep: Class 35 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134296272.000000 Penalty: 120849.359375
Iteration 52Q: 36 clusters Score -1.342963e+08 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 16543 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 67134 members 
Mstep: Class 5 contains 141412 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 7 contains 49406 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 189519 members 
Mstep: Class 11 contains 56462 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 31665 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 36626 members 
Mstep: Class 16 contains 8250 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 13850 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 103939 members 
Mstep: Class 23 contains 46386 members 
Mstep: Class 24 contains 50859 members 
Mstep: Class 25 contains 8337 members 
Mstep: Class 26 contains 5224 members 
Mstep: Class 27 contains 86205 members 
Mstep: Class 28 contains 36118 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8333 members 
Mstep: Class 31 contains 2731 members 
Mstep: Class 32 contains 26805 members 
Mstep: Class 33 contains 19568 members 
Mstep: Class 34 contains 3542 members 
Mstep: Class 35 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134297120.000000 Penalty: 120849.359375
Iteration 53Q: 36 clusters Score -1.342971e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 16368 members 
Mstep: Class 3 contains 5659 members 
Mstep: Class 4 contains 68187 members 
Mstep: Class 5 contains 141531 members 
Mstep: Class 6 contains 21522 members 
Mstep: Class 7 contains 49885 members 
Mstep: Class 8 contains 10107 members 
Mstep: Class 9 contains 5045 members 
Mstep: Class 10 contains 189295 members 
Mstep: Class 11 contains 56265 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 31742 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 36569 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 13895 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 101808 members 
Mstep: Class 23 contains 46306 members 
Mstep: Class 24 contains 50407 members 
Mstep: Class 25 contains 8419 members 
Mstep: Class 26 contains 5226 members 
Mstep: Class 27 contains 87193 members 
Mstep: Class 28 contains 36124 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8392 members 
Mstep: Class 31 contains 2743 members 
Mstep: Class 32 contains 26857 members 
Mstep: Class 33 contains 19531 members 
Mstep: Class 34 contains 3541 members 
Mstep: Class 35 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134298528.000000 Penalty: 120849.359375
Iteration 54Q: 36 clusters Score -1.342985e+08 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 16245 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 69339 members 
Mstep: Class 5 contains 141603 members 
Mstep: Class 6 contains 22006 members 
Mstep: Class 7 contains 50274 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 189009 members 
Mstep: Class 11 contains 56069 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 31792 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 36535 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 13953 members 
Mstep: Class 20 contains 11475 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 99755 members 
Mstep: Class 23 contains 46259 members 
Mstep: Class 24 contains 49975 members 
Mstep: Class 25 contains 8465 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 88120 members 
Mstep: Class 28 contains 36130 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8443 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 26902 members 
Mstep: Class 33 contains 19490 members 
Mstep: Class 34 contains 3529 members 
Mstep: Class 35 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134299344.000000 Penalty: 120849.359375
Iteration 55Q: 36 clusters Score -1.342993e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 5640 members 
Mstep: Class 4 contains 70534 members 
Mstep: Class 5 contains 141713 members 
Mstep: Class 6 contains 22453 members 
Mstep: Class 7 contains 50606 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 188714 members 
Mstep: Class 11 contains 55891 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 31833 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 36502 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 11470 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 97792 members 
Mstep: Class 23 contains 46163 members 
Mstep: Class 24 contains 49539 members 
Mstep: Class 25 contains 8502 members 
Mstep: Class 26 contains 5232 members 
Mstep: Class 27 contains 89030 members 
Mstep: Class 28 contains 36112 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 8488 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 26947 members 
Mstep: Class 33 contains 19434 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134300128.000000 Penalty: 120849.359375
Iteration 56Q: 36 clusters Score -1.343001e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 16035 members 
Mstep: Class 3 contains 5627 members 
Mstep: Class 4 contains 71781 members 
Mstep: Class 5 contains 141794 members 
Mstep: Class 6 contains 22905 members 
Mstep: Class 7 contains 50845 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 10 contains 188347 members 
Mstep: Class 11 contains 55755 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 31872 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 36477 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 11439 members 
Mstep: Class 19 contains 14023 members 
Mstep: Class 20 contains 11460 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 95931 members 
Mstep: Class 23 contains 46070 members 
Mstep: Class 24 contains 49071 members 
Mstep: Class 25 contains 8550 members 
Mstep: Class 26 contains 5232 members 
Mstep: Class 27 contains 89953 members 
Mstep: Class 28 contains 36092 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 8536 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 26984 members 
Mstep: Class 33 contains 19363 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134301024.000000 Penalty: 120849.359375
Iteration 57Q: 36 clusters Score -1.34301e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 15979 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 73057 members 
Mstep: Class 5 contains 141857 members 
Mstep: Class 6 contains 23340 members 
Mstep: Class 7 contains 51089 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 187994 members 
Mstep: Class 11 contains 55612 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 31921 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 36439 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 19 contains 14039 members 
Mstep: Class 20 contains 11449 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 94034 members 
Mstep: Class 23 contains 45994 members 
Mstep: Class 24 contains 48636 members 
Mstep: Class 25 contains 8592 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 90840 members 
Mstep: Class 28 contains 36070 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 27024 members 
Mstep: Class 33 contains 19282 members 
Mstep: Class 34 contains 3525 members 
Mstep: Class 35 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134302336.000000 Penalty: 120849.359375
Iteration 58Q: 36 clusters Score -1.343023e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 5603 members 
Mstep: Class 4 contains 74423 members 
Mstep: Class 5 contains 141955 members 
Mstep: Class 6 contains 23747 members 
Mstep: Class 7 contains 51288 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 187569 members 
Mstep: Class 11 contains 55484 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 31993 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 36419 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 14039 members 
Mstep: Class 20 contains 11440 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 92141 members 
Mstep: Class 23 contains 45894 members 
Mstep: Class 24 contains 48276 members 
Mstep: Class 25 contains 8621 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 91691 members 
Mstep: Class 28 contains 36063 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 2851 members 
Mstep: Class 32 contains 27055 members 
Mstep: Class 33 contains 19173 members 
Mstep: Class 34 contains 3520 members 
Mstep: Class 35 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134303328.000000 Penalty: 120849.359375
Iteration 59Q: 36 clusters Score -1.343033e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 5595 members 
Mstep: Class 4 contains 75849 members 
Mstep: Class 5 contains 142072 members 
Mstep: Class 6 contains 24209 members 
Mstep: Class 7 contains 51442 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 187177 members 
Mstep: Class 11 contains 55365 members 
Mstep: Class 12 contains 5540 members 
Mstep: Class 13 contains 32075 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 36402 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 90209 members 
Mstep: Class 23 contains 45819 members 
Mstep: Class 24 contains 47860 members 
Mstep: Class 25 contains 8652 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 92462 members 
Mstep: Class 28 contains 36044 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 2875 members 
Mstep: Class 32 contains 27086 members 
Mstep: Class 33 contains 19057 members 
Mstep: Class 34 contains 3518 members 
Mstep: Class 35 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134306368.000000 Penalty: 120849.359375
Iteration 60F: 36 clusters Score -1.343064e+08 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15581 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 77489 members 
Mstep: Class 5 contains 142157 members 
Mstep: Class 6 contains 24700 members 
Mstep: Class 7 contains 51582 members 
Mstep: Class 8 contains 10034 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 186756 members 
Mstep: Class 11 contains 55056 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 32184 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 36327 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 14039 members 
Mstep: Class 20 contains 11349 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 88159 members 
Mstep: Class 23 contains 45745 members 
Mstep: Class 24 contains 47363 members 
Mstep: Class 25 contains 8983 members 
Mstep: Class 26 contains 5282 members 
Mstep: Class 27 contains 93220 members 
Mstep: Class 28 contains 36015 members 
Mstep: Class 29 contains 1625 members 
Mstep: Class 30 contains 8833 members 
Mstep: Class 31 contains 2898 members 
Mstep: Class 32 contains 27097 members 
Mstep: Class 33 contains 18940 members 
Mstep: Class 34 contains 3512 members 
Mstep: Class 35 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134309280.000000 Penalty: 120849.359375
Iteration 61Q: 36 clusters Score -1.343093e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 79170 members 
Mstep: Class 5 contains 142258 members 
Mstep: Class 6 contains 25172 members 
Mstep: Class 7 contains 51683 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 186290 members 
Mstep: Class 11 contains 54785 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 32319 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 7644 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 13992 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 86038 members 
Mstep: Class 23 contains 45677 members 
Mstep: Class 24 contains 46915 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 93962 members 
Mstep: Class 28 contains 35945 members 
Mstep: Class 29 contains 1622 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 2917 members 
Mstep: Class 32 contains 27112 members 
Mstep: Class 33 contains 18798 members 
Mstep: Class 34 contains 3504 members 
Mstep: Class 35 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134312336.000000 Penalty: 120849.359375
Iteration 62Q: 36 clusters Score -1.343123e+08 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 4 contains 81116 members 
Mstep: Class 5 contains 142333 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 51766 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 185836 members 
Mstep: Class 11 contains 54526 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 901 members 
Mstep: Class 15 contains 36182 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13938 members 
Mstep: Class 20 contains 11078 members 
Mstep: Class 21 contains 4666 members 
Mstep: Class 22 contains 83718 members 
Mstep: Class 23 contains 45637 members 
Mstep: Class 24 contains 46419 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 94657 members 
Mstep: Class 28 contains 35848 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 9225 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 27143 members 
Mstep: Class 33 contains 18634 members 
Mstep: Class 34 contains 3505 members 
Mstep: Class 35 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134316768.000000 Penalty: 120849.359375
Iteration 63Q: 36 clusters Score -1.343168e+08 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 83425 members 
Mstep: Class 5 contains 142368 members 
Mstep: Class 6 contains 26106 members 
Mstep: Class 7 contains 51765 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 185387 members 
Mstep: Class 11 contains 54331 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 32695 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 7629 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 13884 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 4675 members 
Mstep: Class 22 contains 81105 members 
Mstep: Class 23 contains 45612 members 
Mstep: Class 24 contains 45926 members 
Mstep: Class 25 contains 9688 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 95317 members 
Mstep: Class 28 contains 35728 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 9389 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 27162 members 
Mstep: Class 33 contains 18463 members 
Mstep: Class 34 contains 3505 members 
Mstep: Class 35 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134322352.000000 Penalty: 120849.359375
Iteration 64Q: 36 clusters Score -1.343224e+08 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 85779 members 
Mstep: Class 5 contains 142299 members 
Mstep: Class 6 contains 26465 members 
Mstep: Class 7 contains 51800 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 184911 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 32935 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 36060 members 
Mstep: Class 16 contains 9293 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 13812 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 4680 members 
Mstep: Class 22 contains 78678 members 
Mstep: Class 23 contains 45640 members 
Mstep: Class 24 contains 45371 members 
Mstep: Class 25 contains 9827 members 
Mstep: Class 26 contains 5414 members 
Mstep: Class 27 contains 95910 members 
Mstep: Class 28 contains 35626 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 9576 members 
Mstep: Class 31 contains 2976 members 
Mstep: Class 32 contains 27185 members 
Mstep: Class 33 contains 18275 members 
Mstep: Class 34 contains 3504 members 
Mstep: Class 35 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134328288.000000 Penalty: 120849.359375
Iteration 65Q: 36 clusters Score -1.343283e+08 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 87743 members 
Mstep: Class 5 contains 142100 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 51732 members 
Mstep: Class 8 contains 9878 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 184471 members 
Mstep: Class 11 contains 54022 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 33085 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 35984 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 7629 members 
Mstep: Class 18 contains 11283 members 
Mstep: Class 19 contains 13766 members 
Mstep: Class 20 contains 10822 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 76963 members 
Mstep: Class 23 contains 45765 members 
Mstep: Class 24 contains 44814 members 
Mstep: Class 25 contains 9975 members 
Mstep: Class 26 contains 5417 members 
Mstep: Class 27 contains 96452 members 
Mstep: Class 28 contains 35515 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 9766 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 27210 members 
Mstep: Class 33 contains 18076 members 
Mstep: Class 34 contains 3494 members 
Mstep: Class 35 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134332400.000000 Penalty: 120849.359375
Iteration 66Q: 36 clusters Score -1.343324e+08 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 89135 members 
Mstep: Class 5 contains 141826 members 
Mstep: Class 6 contains 26969 members 
Mstep: Class 7 contains 51718 members 
Mstep: Class 8 contains 9873 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 184042 members 
Mstep: Class 11 contains 53901 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 33192 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 35932 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 11269 members 
Mstep: Class 19 contains 13755 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 75638 members 
Mstep: Class 23 contains 46010 members 
Mstep: Class 24 contains 44293 members 
Mstep: Class 25 contains 10079 members 
Mstep: Class 26 contains 5413 members 
Mstep: Class 27 contains 97042 members 
Mstep: Class 28 contains 35389 members 
Mstep: Class 29 contains 1622 members 
Mstep: Class 30 contains 9944 members 
Mstep: Class 31 contains 3008 members 
Mstep: Class 32 contains 27226 members 
Mstep: Class 33 contains 17929 members 
Mstep: Class 34 contains 3493 members 
Mstep: Class 35 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134334880.000000 Penalty: 120849.359375
Iteration 67Q: 36 clusters Score -1.343349e+08 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 90159 members 
Mstep: Class 5 contains 141534 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 51698 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 183684 members 
Mstep: Class 11 contains 53819 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 33231 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 11255 members 
Mstep: Class 19 contains 13782 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 74644 members 
Mstep: Class 23 contains 46284 members 
Mstep: Class 24 contains 43779 members 
Mstep: Class 25 contains 10160 members 
Mstep: Class 26 contains 5408 members 
Mstep: Class 27 contains 97652 members 
Mstep: Class 28 contains 35258 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 10112 members 
Mstep: Class 31 contains 3026 members 
Mstep: Class 32 contains 27259 members 
Mstep: Class 33 contains 17808 members 
Mstep: Class 34 contains 3489 members 
Mstep: Class 35 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134336224.000000 Penalty: 120849.359375
Iteration 68Q: 36 clusters Score -1.343362e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 14875 members 
Mstep: Class 3 contains 5527 members 
Mstep: Class 4 contains 90941 members 
Mstep: Class 5 contains 141175 members 
Mstep: Class 6 contains 27409 members 
Mstep: Class 7 contains 51669 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 183367 members 
Mstep: Class 11 contains 53737 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 33269 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 35863 members 
Mstep: Class 16 contains 9915 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 11247 members 
Mstep: Class 19 contains 13844 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 73841 members 
Mstep: Class 23 contains 46570 members 
Mstep: Class 24 contains 43350 members 
Mstep: Class 25 contains 10206 members 
Mstep: Class 26 contains 5407 members 
Mstep: Class 27 contains 98286 members 
Mstep: Class 28 contains 35144 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 10279 members 
Mstep: Class 31 contains 3035 members 
Mstep: Class 32 contains 27292 members 
Mstep: Class 33 contains 17702 members 
Mstep: Class 34 contains 3488 members 
Mstep: Class 35 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134337440.000000 Penalty: 120849.359375
Iteration 69Q: 36 clusters Score -1.343374e+08 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14842 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 91592 members 
Mstep: Class 5 contains 140792 members 
Mstep: Class 6 contains 27606 members 
Mstep: Class 7 contains 51695 members 
Mstep: Class 8 contains 9869 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 183037 members 
Mstep: Class 11 contains 53652 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 33265 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 35820 members 
Mstep: Class 16 contains 10005 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 11245 members 
Mstep: Class 19 contains 13905 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 73198 members 
Mstep: Class 23 contains 46861 members 
Mstep: Class 24 contains 43021 members 
Mstep: Class 25 contains 10252 members 
Mstep: Class 26 contains 5403 members 
Mstep: Class 27 contains 98852 members 
Mstep: Class 28 contains 35007 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 3045 members 
Mstep: Class 32 contains 27322 members 
Mstep: Class 33 contains 17618 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134337856.000000 Penalty: 120849.359375
Iteration 70Q: 36 clusters Score -1.343379e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 92056 members 
Mstep: Class 5 contains 140483 members 
Mstep: Class 6 contains 27815 members 
Mstep: Class 7 contains 51729 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 182729 members 
Mstep: Class 11 contains 53546 members 
Mstep: Class 12 contains 5527 members 
Mstep: Class 13 contains 33250 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35795 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 19 contains 13963 members 
Mstep: Class 20 contains 10796 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 72732 members 
Mstep: Class 23 contains 47081 members 
Mstep: Class 24 contains 42706 members 
Mstep: Class 25 contains 10293 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 99370 members 
Mstep: Class 28 contains 34890 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 10610 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 27346 members 
Mstep: Class 33 contains 17559 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338352.000000 Penalty: 120849.359375
Iteration 71Q: 36 clusters Score -1.343384e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 14785 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 92412 members 
Mstep: Class 5 contains 140198 members 
Mstep: Class 6 contains 27981 members 
Mstep: Class 7 contains 51750 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 182463 members 
Mstep: Class 11 contains 53496 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 33246 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35772 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 14007 members 
Mstep: Class 20 contains 10796 members 
Mstep: Class 21 contains 4687 members 
Mstep: Class 22 contains 72383 members 
Mstep: Class 23 contains 47235 members 
Mstep: Class 24 contains 42427 members 
Mstep: Class 25 contains 10342 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 99856 members 
Mstep: Class 28 contains 34778 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 10727 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 27380 members 
Mstep: Class 33 contains 17523 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338624.000000 Penalty: 120849.359375
Iteration 72Q: 36 clusters Score -1.343386e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 92714 members 
Mstep: Class 5 contains 139893 members 
Mstep: Class 6 contains 28141 members 
Mstep: Class 7 contains 51775 members 
Mstep: Class 8 contains 9862 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 182188 members 
Mstep: Class 11 contains 53437 members 
Mstep: Class 12 contains 5542 members 
Mstep: Class 13 contains 33230 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 35745 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 14041 members 
Mstep: Class 20 contains 10799 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 72064 members 
Mstep: Class 23 contains 47363 members 
Mstep: Class 24 contains 42177 members 
Mstep: Class 25 contains 10389 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 100393 members 
Mstep: Class 28 contains 34669 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 10861 members 
Mstep: Class 31 contains 3062 members 
Mstep: Class 32 contains 27409 members 
Mstep: Class 33 contains 17497 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338944.000000 Penalty: 120849.359375
Iteration 73Q: 36 clusters Score -1.343389e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 14744 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 92927 members 
Mstep: Class 5 contains 139643 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 7 contains 51808 members 
Mstep: Class 8 contains 9865 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 181919 members 
Mstep: Class 11 contains 53380 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 33226 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 35732 members 
Mstep: Class 16 contains 10265 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 22 contains 71797 members 
Mstep: Class 23 contains 47477 members 
Mstep: Class 24 contains 41974 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 100892 members 
Mstep: Class 28 contains 34571 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 27429 members 
Mstep: Class 33 contains 17481 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339232.000000 Penalty: 120849.359375
Iteration 74Q: 36 clusters Score -1.343392e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 14725 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 93074 members 
Mstep: Class 5 contains 139459 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 51834 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 181653 members 
Mstep: Class 11 contains 53352 members 
Mstep: Class 12 contains 5545 members 
Mstep: Class 13 contains 33222 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 14081 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 71599 members 
Mstep: Class 23 contains 47559 members 
Mstep: Class 24 contains 41784 members 
Mstep: Class 25 contains 10478 members 
Mstep: Class 26 contains 5390 members 
Mstep: Class 27 contains 101335 members 
Mstep: Class 28 contains 34485 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11055 members 
Mstep: Class 31 contains 3068 members 
Mstep: Class 32 contains 27452 members 
Mstep: Class 33 contains 17470 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339408.000000 Penalty: 120849.359375
Iteration 75Q: 36 clusters Score -1.343394e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 14698 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 93179 members 
Mstep: Class 5 contains 139293 members 
Mstep: Class 6 contains 28499 members 
Mstep: Class 7 contains 51876 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 181360 members 
Mstep: Class 11 contains 53321 members 
Mstep: Class 12 contains 5549 members 
Mstep: Class 13 contains 33241 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 15 contains 35686 members 
Mstep: Class 16 contains 10364 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 14100 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 21 contains 4690 members 
Mstep: Class 22 contains 71418 members 
Mstep: Class 23 contains 47618 members 
Mstep: Class 24 contains 41650 members 
Mstep: Class 25 contains 10523 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 101802 members 
Mstep: Class 28 contains 34417 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11132 members 
Mstep: Class 31 contains 3076 members 
Mstep: Class 32 contains 27476 members 
Mstep: Class 33 contains 17463 members 
Mstep: Class 34 contains 3478 members 
Mstep: Class 35 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339872.000000 Penalty: 120849.359375
Iteration 76Q: 36 clusters Score -1.343399e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 93271 members 
Mstep: Class 5 contains 139146 members 
Mstep: Class 6 contains 28596 members 
Mstep: Class 7 contains 51902 members 
Mstep: Class 8 contains 9844 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 181085 members 
Mstep: Class 11 contains 53306 members 
Mstep: Class 12 contains 5544 members 
Mstep: Class 13 contains 33253 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35671 members 
Mstep: Class 16 contains 10414 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 10807 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 71264 members 
Mstep: Class 23 contains 47661 members 
Mstep: Class 24 contains 41534 members 
Mstep: Class 25 contains 10561 members 
Mstep: Class 26 contains 5390 members 
Mstep: Class 27 contains 102232 members 
Mstep: Class 28 contains 34331 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11203 members 
Mstep: Class 31 contains 3077 members 
Mstep: Class 32 contains 27502 members 
Mstep: Class 33 contains 17457 members 
Mstep: Class 34 contains 3477 members 
Mstep: Class 35 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340192.000000 Penalty: 120849.359375
Iteration 77Q: 36 clusters Score -1.343402e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 93327 members 
Mstep: Class 5 contains 139001 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 51930 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 180806 members 
Mstep: Class 11 contains 53311 members 
Mstep: Class 12 contains 5533 members 
Mstep: Class 13 contains 33260 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35668 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 19 contains 14124 members 
Mstep: Class 20 contains 10807 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71149 members 
Mstep: Class 23 contains 47709 members 
Mstep: Class 24 contains 41446 members 
Mstep: Class 25 contains 10594 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 102651 members 
Mstep: Class 28 contains 34246 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11264 members 
Mstep: Class 31 contains 3079 members 
Mstep: Class 32 contains 27531 members 
Mstep: Class 33 contains 17450 members 
Mstep: Class 34 contains 3474 members 
Mstep: Class 35 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340304.000000 Penalty: 120849.359375
Iteration 78Q: 36 clusters Score -1.343403e+08 nChanged 1402
Entering ConstructFrom: 
Score: -134340304.000000 Penalty: 120849.359375
Entering ConstructFrom: 
Trying to split cluster 1 (15815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Entering Unmasked Estep 
Score: -1896119.875000 Penalty: 2397.841309
	Iteration 0F: 2 clusters Score -1896120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1884740.375000 Penalty: 4795.682617
	Iteration 0F: 3 clusters Score -1884740 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1889163.875000 Penalty: 4795.682617
	Iteration 1F: 3 clusters Score -1889164 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1891312.250000 Penalty: 4795.682617
	Iteration 2F: 3 clusters Score -1891312 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1894878.125000 Penalty: 4795.682617
	Iteration 3F: 3 clusters Score -1894878 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1899361.250000 Penalty: 4795.682617
	Iteration 4F: 3 clusters Score -1899361 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1903302.250000 Penalty: 4795.682617
	Iteration 5F: 3 clusters Score -1903302 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1905141.000000 Penalty: 4795.682617
	Iteration 6F: 3 clusters Score -1905141 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1905390.875000 Penalty: 4795.682617
	Iteration 7Q: 3 clusters Score -1905391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1905453.375000 Penalty: 4795.682617
	Iteration 8Q: 3 clusters Score -1905453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1905472.000000 Penalty: 4795.682617
	Iteration 9Q: 3 clusters Score -1905472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1905475.500000 Penalty: 4795.682617
	Iteration 10Q: 3 clusters Score -1905476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1905476.750000 Penalty: 4795.682617
	Iteration 11Q: 3 clusters Score -1905477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1905482.625000 Penalty: 4795.682617
	Iteration 12Q: 3 clusters Score -1905483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1905485.375000 Penalty: 4795.682617
	Iteration 13Q: 3 clusters Score -1905485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1905489.000000 Penalty: 4795.682617
	Iteration 14Q: 3 clusters Score -1905489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1905487.000000 Penalty: 4795.682617
	Iteration 15Q: 3 clusters Score -1905487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1905491.000000 Penalty: 4795.682617
	Iteration 16Q: 3 clusters Score -1905491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1905492.250000 Penalty: 4795.682617
	Iteration 17Q: 3 clusters Score -1905492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1905493.750000 Penalty: 4795.682617
	Iteration 18Q: 3 clusters Score -1905494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1905497.625000 Penalty: 4795.682617
	Iteration 19Q: 3 clusters Score -1905498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1905497.625000 Penalty: 4795.682617
	Iteration 20F: 3 clusters Score -1905498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 51959 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 53323 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Entering Unmasked Estep 
Score: -134348400.000000 Penalty: 124302.195312
Splitting cluster 1 changes total score from -134340304.000000 to -134348400.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -1587100.000000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -1587100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1576450.500000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -1576450 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1580427.000000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -1580427 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1581561.500000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -1581562 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1583124.125000 Penalty: 4757.424316
	Iteration 3F: 3 clusters Score -1583124 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1584759.625000 Penalty: 4757.424316
	Iteration 4F: 3 clusters Score -1584760 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1586067.875000 Penalty: 4757.424316
	Iteration 5F: 3 clusters Score -1586068 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1586976.375000 Penalty: 4757.424316
	Iteration 6F: 3 clusters Score -1586976 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1587553.750000 Penalty: 4757.424316
	Iteration 7Q: 3 clusters Score -1587554 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1587868.375000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -1587868 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1588030.250000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -1588030 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1588146.000000 Penalty: 4757.424316
	Iteration 10Q: 3 clusters Score -1588146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1588247.375000 Penalty: 4757.424316
	Iteration 11Q: 3 clusters Score -1588247 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1588324.875000 Penalty: 4757.424316
	Iteration 12Q: 3 clusters Score -1588325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1588416.875000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -1588417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1588469.750000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -1588470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1588502.125000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -1588502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1588516.000000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -1588516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1588530.250000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -1588530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1588528.750000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -1588529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1588535.750000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -1588536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1588538.375000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -1588538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1588538.875000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -1588539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1588536.750000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -1588537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1588539.625000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -1588540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1588542.250000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -1588542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1588545.125000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -1588545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1588541.250000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -1588541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1588543.375000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -1588543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1588541.875000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -1588542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1588542.375000 Penalty: 4757.424316
	Iteration 29Q: 3 clusters Score -1588542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1588542.000000 Penalty: 4757.424316
	Iteration 30Q: 3 clusters Score -1588542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1588542.125000 Penalty: 4757.424316
	Iteration 31Q: 3 clusters Score -1588542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1588543.250000 Penalty: 4757.424316
	Iteration 32Q: 3 clusters Score -1588543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1588543.250000 Penalty: 4757.424316
	Iteration 33F: 3 clusters Score -1588543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 51959 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 53323 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Entering Unmasked Estep 
Score: -134349488.000000 Penalty: 127755.039062
Splitting cluster 2 changes total score from -134340304.000000 to -134349488.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -659521.437500 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -659521.4 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 2744 members 
Entering Unmasked Estep 
Score: -654760.187500 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -654760.2 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -655994.187500 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -655994.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -656455.687500 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -656455.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -656987.812500 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -656987.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -657552.437500 Penalty: 4273.332031
	Iteration 4F: 3 clusters Score -657552.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -658147.750000 Penalty: 4273.332031
	Iteration 5F: 3 clusters Score -658147.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -658626.250000 Penalty: 4273.332031
	Iteration 6F: 3 clusters Score -658626.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -658900.187500 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -658900.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -659033.812500 Penalty: 4273.332031
	Iteration 8Q: 3 clusters Score -659033.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -659093.562500 Penalty: 4273.332031
	Iteration 9Q: 3 clusters Score -659093.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -659125.812500 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -659125.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -659143.250000 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -659143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -659152.125000 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -659152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -659155.312500 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -659155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -659156.687500 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -659156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -659157.687500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -659157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -659156.875000 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -659156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -659158.187500 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -659158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -659158.187500 Penalty: 4273.332031
	Iteration 18F: 3 clusters Score -659158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Entering Unmasked Estep 
Score: -11471596.000000 Penalty: 2838.192627
	Iteration 0F: 2 clusters Score -1.14716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -11408925.000000 Penalty: 5676.385254
	Iteration 0F: 3 clusters Score -1.140892e+07 nChanged 44217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -11434252.000000 Penalty: 5676.385254
	Iteration 1F: 3 clusters Score -1.143425e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -11435041.000000 Penalty: 5676.385254
	Iteration 2Q: 3 clusters Score -1.143504e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -11436149.000000 Penalty: 5676.385254
	Iteration 3Q: 3 clusters Score -1.143615e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -11437843.000000 Penalty: 5676.385254
	Iteration 4Q: 3 clusters Score -1.143784e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -11440736.000000 Penalty: 5676.385254
	Iteration 5F: 3 clusters Score -1.144074e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -11445511.000000 Penalty: 5676.385254
	Iteration 6F: 3 clusters Score -1.144551e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -11452099.000000 Penalty: 5676.385254
	Iteration 7F: 3 clusters Score -1.14521e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -11458819.000000 Penalty: 5676.385254
	Iteration 8F: 3 clusters Score -1.145882e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -11464101.000000 Penalty: 5676.385254
	Iteration 9F: 3 clusters Score -1.14641e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -11466977.000000 Penalty: 5676.385254
	Iteration 10Q: 3 clusters Score -1.146698e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -11468195.000000 Penalty: 5676.385254
	Iteration 11Q: 3 clusters Score -1.14682e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -11468691.000000 Penalty: 5676.385254
	Iteration 12Q: 3 clusters Score -1.146869e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -11468875.000000 Penalty: 5676.385254
	Iteration 13Q: 3 clusters Score -1.146888e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -11469002.000000 Penalty: 5676.385254
	Iteration 14Q: 3 clusters Score -1.1469e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -11469075.000000 Penalty: 5676.385254
	Iteration 15Q: 3 clusters Score -1.146908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -11469145.000000 Penalty: 5676.385254
	Iteration 16Q: 3 clusters Score -1.146914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -11469165.000000 Penalty: 5676.385254
	Iteration 17Q: 3 clusters Score -1.146916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -11469195.000000 Penalty: 5676.385254
	Iteration 18Q: 3 clusters Score -1.14692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -11469226.000000 Penalty: 5676.385254
	Iteration 19Q: 3 clusters Score -1.146923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11469244.000000 Penalty: 5676.385254
	Iteration 20F: 3 clusters Score -1.146924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -11469263.000000 Penalty: 5676.385254
	Iteration 21Q: 3 clusters Score -1.146926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -11469275.000000 Penalty: 5676.385254
	Iteration 22Q: 3 clusters Score -1.146928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11469293.000000 Penalty: 5676.385254
	Iteration 23Q: 3 clusters Score -1.146929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -11469293.000000 Penalty: 5676.385254
	Iteration 24Q: 3 clusters Score -1.146929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -11469293.000000 Penalty: 5676.385254
	Iteration 25Q: 3 clusters Score -1.146929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11469308.000000 Penalty: 5676.385254
	Iteration 26Q: 3 clusters Score -1.146931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11469301.000000 Penalty: 5676.385254
	Iteration 27Q: 3 clusters Score -1.14693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -11469313.000000 Penalty: 5676.385254
	Iteration 28Q: 3 clusters Score -1.146931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -11469310.000000 Penalty: 5676.385254
	Iteration 29Q: 3 clusters Score -1.146931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -11469319.000000 Penalty: 5676.385254
	Iteration 30Q: 3 clusters Score -1.146932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11469324.000000 Penalty: 5676.385254
	Iteration 31Q: 3 clusters Score -1.146932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -11469325.000000 Penalty: 5676.385254
	Iteration 32Q: 3 clusters Score -1.146932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -11469326.000000 Penalty: 5676.385254
	Iteration 33Q: 3 clusters Score -1.146933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -11469331.000000 Penalty: 5676.385254
	Iteration 34Q: 3 clusters Score -1.146933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -11469328.000000 Penalty: 5676.385254
	Iteration 35Q: 3 clusters Score -1.146933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -11469324.000000 Penalty: 5676.385254
	Iteration 36Q: 3 clusters Score -1.146932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -11469329.000000 Penalty: 5676.385254
	Iteration 37Q: 3 clusters Score -1.146933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -11469343.000000 Penalty: 5676.385254
	Iteration 38Q: 3 clusters Score -1.146934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -11469334.000000 Penalty: 5676.385254
	Iteration 39Q: 3 clusters Score -1.146933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -11469331.000000 Penalty: 5676.385254
	Iteration 40F: 3 clusters Score -1.146933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -11469329.000000 Penalty: 5676.385254
	Iteration 41Q: 3 clusters Score -1.146933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -11469333.000000 Penalty: 5676.385254
	Iteration 42Q: 3 clusters Score -1.146933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -11469334.000000 Penalty: 5676.385254
	Iteration 43Q: 3 clusters Score -1.146933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -11469337.000000 Penalty: 5676.385254
	Iteration 44Q: 3 clusters Score -1.146934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -11469332.000000 Penalty: 5676.385254
	Iteration 45Q: 3 clusters Score -1.146933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -11469334.000000 Penalty: 5676.385254
	Iteration 46Q: 3 clusters Score -1.146933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -11469334.000000 Penalty: 5676.385254
	Iteration 47F: 3 clusters Score -1.146933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Entering Unmasked Estep 
Score: -17344028.000000 Penalty: 2936.662354
	Iteration 0F: 2 clusters Score -1.734403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -17251500.000000 Penalty: 5873.324707
	Iteration 0F: 3 clusters Score -1.72515e+07 nChanged 66206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -17289754.000000 Penalty: 5873.324707
	Iteration 1F: 3 clusters Score -1.728975e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -17290958.000000 Penalty: 5873.324707
	Iteration 2Q: 3 clusters Score -1.729096e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -17292708.000000 Penalty: 5873.324707
	Iteration 3Q: 3 clusters Score -1.729271e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -17295202.000000 Penalty: 5873.324707
	Iteration 4Q: 3 clusters Score -1.72952e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -17298944.000000 Penalty: 5873.324707
	Iteration 5F: 3 clusters Score -1.729894e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -17304536.000000 Penalty: 5873.324707
	Iteration 6F: 3 clusters Score -1.730454e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -17311506.000000 Penalty: 5873.324707
	Iteration 7F: 3 clusters Score -1.731151e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -17319220.000000 Penalty: 5873.324707
	Iteration 8F: 3 clusters Score -1.731922e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -17325842.000000 Penalty: 5873.324707
	Iteration 9F: 3 clusters Score -1.732584e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123942 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -17330940.000000 Penalty: 5873.324707
	Iteration 10Q: 3 clusters Score -1.733094e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -17334560.000000 Penalty: 5873.324707
	Iteration 11Q: 3 clusters Score -1.733456e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -17336952.000000 Penalty: 5873.324707
	Iteration 12Q: 3 clusters Score -1.733695e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133403 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -17338524.000000 Penalty: 5873.324707
	Iteration 13Q: 3 clusters Score -1.733852e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -17339482.000000 Penalty: 5873.324707
	Iteration 14Q: 3 clusters Score -1.733948e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -17340150.000000 Penalty: 5873.324707
	Iteration 15Q: 3 clusters Score -1.734015e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136569 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17340640.000000 Penalty: 5873.324707
	Iteration 16Q: 3 clusters Score -1.734064e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17340916.000000 Penalty: 5873.324707
	Iteration 17Q: 3 clusters Score -1.734092e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -17341062.000000 Penalty: 5873.324707
	Iteration 18Q: 3 clusters Score -1.734106e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17341182.000000 Penalty: 5873.324707
	Iteration 19Q: 3 clusters Score -1.734118e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17341300.000000 Penalty: 5873.324707
	Iteration 20F: 3 clusters Score -1.73413e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17341362.000000 Penalty: 5873.324707
	Iteration 21Q: 3 clusters Score -1.734136e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138007 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17341398.000000 Penalty: 5873.324707
	Iteration 22Q: 3 clusters Score -1.73414e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17341410.000000 Penalty: 5873.324707
	Iteration 23Q: 3 clusters Score -1.734141e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138125 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17341450.000000 Penalty: 5873.324707
	Iteration 24Q: 3 clusters Score -1.734145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138154 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17341490.000000 Penalty: 5873.324707
	Iteration 25Q: 3 clusters Score -1.734149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -17341508.000000 Penalty: 5873.324707
	Iteration 26Q: 3 clusters Score -1.734151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138214 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -17341490.000000 Penalty: 5873.324707
	Iteration 27Q: 3 clusters Score -1.734149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17341520.000000 Penalty: 5873.324707
	Iteration 28Q: 3 clusters Score -1.734152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17341540.000000 Penalty: 5873.324707
	Iteration 29Q: 3 clusters Score -1.734154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17341552.000000 Penalty: 5873.324707
	Iteration 30Q: 3 clusters Score -1.734155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138297 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17341584.000000 Penalty: 5873.324707
	Iteration 31Q: 3 clusters Score -1.734158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138305 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17341582.000000 Penalty: 5873.324707
	Iteration 32Q: 3 clusters Score -1.734158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17341586.000000 Penalty: 5873.324707
	Iteration 33Q: 3 clusters Score -1.734159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17341584.000000 Penalty: 5873.324707
	Iteration 34Q: 3 clusters Score -1.734158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17341580.000000 Penalty: 5873.324707
	Iteration 35Q: 3 clusters Score -1.734158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17341578.000000 Penalty: 5873.324707
	Iteration 36Q: 3 clusters Score -1.734158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17341580.000000 Penalty: 5873.324707
	Iteration 37Q: 3 clusters Score -1.734158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138321 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17341582.000000 Penalty: 5873.324707
	Iteration 38Q: 3 clusters Score -1.734158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17341580.000000 Penalty: 5873.324707
	Iteration 39Q: 3 clusters Score -1.734158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138323 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17341576.000000 Penalty: 5873.324707
	Iteration 40F: 3 clusters Score -1.734158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17341582.000000 Penalty: 5873.324707
	Iteration 41Q: 3 clusters Score -1.734158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -17341582.000000 Penalty: 5873.324707
	Iteration 42Q: 3 clusters Score -1.734158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -17341582.000000 Penalty: 5873.324707
	Iteration 43F: 3 clusters Score -1.734158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Entering Unmasked Estep 
Score: -3511953.500000 Penalty: 2546.203613
	Iteration 0F: 2 clusters Score -3511954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3492259.000000 Penalty: 5092.407227
	Iteration 0F: 3 clusters Score -3492259 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3499678.000000 Penalty: 5092.407227
	Iteration 1F: 3 clusters Score -3499678 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3500620.000000 Penalty: 5092.407227
	Iteration 2F: 3 clusters Score -3500620 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3501854.750000 Penalty: 5092.407227
	Iteration 3F: 3 clusters Score -3501855 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3503456.250000 Penalty: 5092.407227
	Iteration 4F: 3 clusters Score -3503456 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3505282.250000 Penalty: 5092.407227
	Iteration 5F: 3 clusters Score -3505282 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3507054.750000 Penalty: 5092.407227
	Iteration 6F: 3 clusters Score -3507055 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3508524.000000 Penalty: 5092.407227
	Iteration 7F: 3 clusters Score -3508524 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3509675.500000 Penalty: 5092.407227
	Iteration 8F: 3 clusters Score -3509676 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3510465.000000 Penalty: 5092.407227
	Iteration 9Q: 3 clusters Score -3510465 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3510929.250000 Penalty: 5092.407227
	Iteration 10Q: 3 clusters Score -3510929 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3511150.500000 Penalty: 5092.407227
	Iteration 11Q: 3 clusters Score -3511150 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3511279.750000 Penalty: 5092.407227
	Iteration 12Q: 3 clusters Score -3511280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3511335.250000 Penalty: 5092.407227
	Iteration 13Q: 3 clusters Score -3511335 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3511376.250000 Penalty: 5092.407227
	Iteration 14Q: 3 clusters Score -3511376 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3511411.750000 Penalty: 5092.407227
	Iteration 15Q: 3 clusters Score -3511412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3511425.750000 Penalty: 5092.407227
	Iteration 16Q: 3 clusters Score -3511426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3511455.000000 Penalty: 5092.407227
	Iteration 17Q: 3 clusters Score -3511455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3511468.250000 Penalty: 5092.407227
	Iteration 18Q: 3 clusters Score -3511468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3511467.250000 Penalty: 5092.407227
	Iteration 19Q: 3 clusters Score -3511467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3511470.750000 Penalty: 5092.407227
	Iteration 20F: 3 clusters Score -3511471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3511478.250000 Penalty: 5092.407227
	Iteration 21Q: 3 clusters Score -3511478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3511469.500000 Penalty: 5092.407227
	Iteration 22Q: 3 clusters Score -3511470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3511481.500000 Penalty: 5092.407227
	Iteration 23Q: 3 clusters Score -3511482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3511480.500000 Penalty: 5092.407227
	Iteration 24Q: 3 clusters Score -3511480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3511472.500000 Penalty: 5092.407227
	Iteration 25Q: 3 clusters Score -3511472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3511475.500000 Penalty: 5092.407227
	Iteration 26Q: 3 clusters Score -3511476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3511478.250000 Penalty: 5092.407227
	Iteration 27Q: 3 clusters Score -3511478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3511482.750000 Penalty: 5092.407227
	Iteration 28Q: 3 clusters Score -3511483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3511481.750000 Penalty: 5092.407227
	Iteration 29Q: 3 clusters Score -3511482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3511479.750000 Penalty: 5092.407227
	Iteration 30Q: 3 clusters Score -3511480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3511481.750000 Penalty: 5092.407227
	Iteration 31Q: 3 clusters Score -3511482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3511487.000000 Penalty: 5092.407227
	Iteration 32Q: 3 clusters Score -3511487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3511490.750000 Penalty: 5092.407227
	Iteration 33Q: 3 clusters Score -3511491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3511490.500000 Penalty: 5092.407227
	Iteration 34Q: 3 clusters Score -3511490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3511488.750000 Penalty: 5092.407227
	Iteration 35Q: 3 clusters Score -3511489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3511490.250000 Penalty: 5092.407227
	Iteration 36Q: 3 clusters Score -3511490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3511489.250000 Penalty: 5092.407227
	Iteration 37Q: 3 clusters Score -3511489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3511479.000000 Penalty: 5092.407227
	Iteration 38Q: 3 clusters Score -3511479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3511485.000000 Penalty: 5092.407227
	Iteration 39Q: 3 clusters Score -3511485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3511488.750000 Penalty: 5092.407227
	Iteration 40F: 3 clusters Score -3511489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3511486.500000 Penalty: 5092.407227
	Iteration 41Q: 3 clusters Score -3511486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3511487.000000 Penalty: 5092.407227
	Iteration 42Q: 3 clusters Score -3511487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3511489.000000 Penalty: 5092.407227
	Iteration 43Q: 3 clusters Score -3511489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3511488.250000 Penalty: 5092.407227
	Iteration 44Q: 3 clusters Score -3511488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3511488.000000 Penalty: 5092.407227
	Iteration 45Q: 3 clusters Score -3511488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3511493.750000 Penalty: 5092.407227
	Iteration 46Q: 3 clusters Score -3511494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3511490.250000 Penalty: 5092.407227
	Iteration 47Q: 3 clusters Score -3511490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3511490.750000 Penalty: 5092.407227
	Iteration 48Q: 3 clusters Score -3511491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3511487.750000 Penalty: 5092.407227
	Iteration 49Q: 3 clusters Score -3511488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3511491.750000 Penalty: 5092.407227
	Iteration 50Q: 3 clusters Score -3511492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3511483.000000 Penalty: 5092.407227
	Iteration 51Q: 3 clusters Score -3511483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3511491.000000 Penalty: 5092.407227
	Iteration 52Q: 3 clusters Score -3511491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3511495.750000 Penalty: 5092.407227
	Iteration 53Q: 3 clusters Score -3511496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3511498.250000 Penalty: 5092.407227
	Iteration 54Q: 3 clusters Score -3511498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3511504.000000 Penalty: 5092.407227
	Iteration 55Q: 3 clusters Score -3511504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3511505.000000 Penalty: 5092.407227
	Iteration 56Q: 3 clusters Score -3511505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3511500.500000 Penalty: 5092.407227
	Iteration 57Q: 3 clusters Score -3511500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3511503.250000 Penalty: 5092.407227
	Iteration 58Q: 3 clusters Score -3511503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3511498.750000 Penalty: 5092.407227
	Iteration 59Q: 3 clusters Score -3511499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3511505.000000 Penalty: 5092.407227
	Iteration 60F: 3 clusters Score -3511505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3511500.500000 Penalty: 5092.407227
	Iteration 61Q: 3 clusters Score -3511500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3511493.500000 Penalty: 5092.407227
	Iteration 62Q: 3 clusters Score -3511494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3511501.500000 Penalty: 5092.407227
	Iteration 63Q: 3 clusters Score -3511502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3511505.500000 Penalty: 5092.407227
	Iteration 64Q: 3 clusters Score -3511506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3511503.500000 Penalty: 5092.407227
	Iteration 65Q: 3 clusters Score -3511504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3511505.750000 Penalty: 5092.407227
	Iteration 66Q: 3 clusters Score -3511506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3511505.750000 Penalty: 5092.407227
	Iteration 67Q: 3 clusters Score -3511506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3511506.000000 Penalty: 5092.407227
	Iteration 68Q: 3 clusters Score -3511506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3511500.000000 Penalty: 5092.407227
	Iteration 69Q: 3 clusters Score -3511500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3511505.750000 Penalty: 5092.407227
	Iteration 70Q: 3 clusters Score -3511506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3511507.750000 Penalty: 5092.407227
	Iteration 71Q: 3 clusters Score -3511508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3511507.000000 Penalty: 5092.407227
	Iteration 72Q: 3 clusters Score -3511507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3511503.250000 Penalty: 5092.407227
	Iteration 73Q: 3 clusters Score -3511503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3511503.250000 Penalty: 5092.407227
	Iteration 74F: 3 clusters Score -3511503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Entering Unmasked Estep 
Score: -6021019.000000 Penalty: 2692.836182
	Iteration 0F: 2 clusters Score -6021019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5986053.500000 Penalty: 5385.672363
	Iteration 0F: 3 clusters Score -5986054 nChanged 24039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -5999628.000000 Penalty: 5385.672363
	Iteration 1F: 3 clusters Score -5999628 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6000423.000000 Penalty: 5385.672363
	Iteration 2Q: 3 clusters Score -6000423 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6001253.500000 Penalty: 5385.672363
	Iteration 3Q: 3 clusters Score -6001254 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6002137.000000 Penalty: 5385.672363
	Iteration 4Q: 3 clusters Score -6002137 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -6003002.500000 Penalty: 5385.672363
	Iteration 5Q: 3 clusters Score -6003002 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6003874.000000 Penalty: 5385.672363
	Iteration 6Q: 3 clusters Score -6003874 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6004907.500000 Penalty: 5385.672363
	Iteration 7Q: 3 clusters Score -6004908 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -6005980.500000 Penalty: 5385.672363
	Iteration 8Q: 3 clusters Score -6005980 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6007321.000000 Penalty: 5385.672363
	Iteration 9Q: 3 clusters Score -6007321 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -6008681.000000 Penalty: 5385.672363
	Iteration 10Q: 3 clusters Score -6008681 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -6009911.000000 Penalty: 5385.672363
	Iteration 11Q: 3 clusters Score -6009911 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6011201.500000 Penalty: 5385.672363
	Iteration 12Q: 3 clusters Score -6011202 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6012337.500000 Penalty: 5385.672363
	Iteration 13Q: 3 clusters Score -6012338 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -6013326.000000 Penalty: 5385.672363
	Iteration 14Q: 3 clusters Score -6013326 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -6014167.500000 Penalty: 5385.672363
	Iteration 15Q: 3 clusters Score -6014168 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -6014909.500000 Penalty: 5385.672363
	Iteration 16Q: 3 clusters Score -6014910 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6015648.500000 Penalty: 5385.672363
	Iteration 17Q: 3 clusters Score -6015648 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -6016413.500000 Penalty: 5385.672363
	Iteration 18Q: 3 clusters Score -6016414 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -6017250.000000 Penalty: 5385.672363
	Iteration 19Q: 3 clusters Score -6017250 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6018240.500000 Penalty: 5385.672363
	Iteration 20F: 3 clusters Score -6018240 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6019255.500000 Penalty: 5385.672363
	Iteration 21Q: 3 clusters Score -6019256 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6020125.500000 Penalty: 5385.672363
	Iteration 22Q: 3 clusters Score -6020126 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6020691.000000 Penalty: 5385.672363
	Iteration 23Q: 3 clusters Score -6020691 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6021162.000000 Penalty: 5385.672363
	Iteration 24Q: 3 clusters Score -6021162 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6021496.500000 Penalty: 5385.672363
	Iteration 25Q: 3 clusters Score -6021496 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6021679.000000 Penalty: 5385.672363
	Iteration 26Q: 3 clusters Score -6021679 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6021828.000000 Penalty: 5385.672363
	Iteration 27Q: 3 clusters Score -6021828 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -6021936.500000 Penalty: 5385.672363
	Iteration 28Q: 3 clusters Score -6021936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -6022013.500000 Penalty: 5385.672363
	Iteration 29Q: 3 clusters Score -6022014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -6022069.500000 Penalty: 5385.672363
	Iteration 30Q: 3 clusters Score -6022070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -6022118.000000 Penalty: 5385.672363
	Iteration 31Q: 3 clusters Score -6022118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6022176.000000 Penalty: 5385.672363
	Iteration 32Q: 3 clusters Score -6022176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6022227.000000 Penalty: 5385.672363
	Iteration 33Q: 3 clusters Score -6022227 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6022269.500000 Penalty: 5385.672363
	Iteration 34Q: 3 clusters Score -6022270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6022285.500000 Penalty: 5385.672363
	Iteration 35Q: 3 clusters Score -6022286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -6022284.000000 Penalty: 5385.672363
	Iteration 36Q: 3 clusters Score -6022284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6022288.500000 Penalty: 5385.672363
	Iteration 37Q: 3 clusters Score -6022288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -6022309.000000 Penalty: 5385.672363
	Iteration 38Q: 3 clusters Score -6022309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -6022322.500000 Penalty: 5385.672363
	Iteration 39Q: 3 clusters Score -6022322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -6022346.000000 Penalty: 5385.672363
	Iteration 40F: 3 clusters Score -6022346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -6022346.000000 Penalty: 5385.672363
	Iteration 41Q: 3 clusters Score -6022346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6022348.000000 Penalty: 5385.672363
	Iteration 42Q: 3 clusters Score -6022348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6022355.500000 Penalty: 5385.672363
	Iteration 43Q: 3 clusters Score -6022356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6022364.000000 Penalty: 5385.672363
	Iteration 44Q: 3 clusters Score -6022364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6022369.000000 Penalty: 5385.672363
	Iteration 45Q: 3 clusters Score -6022369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -6022370.000000 Penalty: 5385.672363
	Iteration 46Q: 3 clusters Score -6022370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6022384.000000 Penalty: 5385.672363
	Iteration 47Q: 3 clusters Score -6022384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6022386.000000 Penalty: 5385.672363
	Iteration 48Q: 3 clusters Score -6022386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -6022388.500000 Penalty: 5385.672363
	Iteration 49Q: 3 clusters Score -6022388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6022392.500000 Penalty: 5385.672363
	Iteration 50Q: 3 clusters Score -6022392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -6022393.500000 Penalty: 5385.672363
	Iteration 51Q: 3 clusters Score -6022394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6022393.000000 Penalty: 5385.672363
	Iteration 52Q: 3 clusters Score -6022393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6022399.500000 Penalty: 5385.672363
	Iteration 53Q: 3 clusters Score -6022400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -6022397.000000 Penalty: 5385.672363
	Iteration 54Q: 3 clusters Score -6022397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6022402.000000 Penalty: 5385.672363
	Iteration 55Q: 3 clusters Score -6022402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6022400.000000 Penalty: 5385.672363
	Iteration 56Q: 3 clusters Score -6022400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6022402.000000 Penalty: 5385.672363
	Iteration 57Q: 3 clusters Score -6022402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6022402.000000 Penalty: 5385.672363
	Iteration 58F: 3 clusters Score -6022402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 53323 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Entering Unmasked Estep 
Score: -134350224.000000 Penalty: 131207.875000
Splitting cluster 7 changes total score from -134340304.000000 to -134350224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1169577.625000 Penalty: 2280.189697
	Iteration 0F: 2 clusters Score -1169578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1162044.125000 Penalty: 4560.379395
	Iteration 0F: 3 clusters Score -1162044 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1165199.625000 Penalty: 4560.379395
	Iteration 1F: 3 clusters Score -1165200 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1166535.250000 Penalty: 4560.379395
	Iteration 2F: 3 clusters Score -1166535 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1168212.875000 Penalty: 4560.379395
	Iteration 3F: 3 clusters Score -1168213 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1169987.250000 Penalty: 4560.379395
	Iteration 4F: 3 clusters Score -1169987 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1170905.500000 Penalty: 4560.379395
	Iteration 5F: 3 clusters Score -1170906 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1171473.000000 Penalty: 4560.379395
	Iteration 6F: 3 clusters Score -1171473 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1171955.500000 Penalty: 4560.379395
	Iteration 7F: 3 clusters Score -1171956 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1172348.125000 Penalty: 4560.379395
	Iteration 8Q: 3 clusters Score -1172348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1172634.875000 Penalty: 4560.379395
	Iteration 9Q: 3 clusters Score -1172635 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1172847.375000 Penalty: 4560.379395
	Iteration 10Q: 3 clusters Score -1172847 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1173008.250000 Penalty: 4560.379395
	Iteration 11Q: 3 clusters Score -1173008 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1173192.250000 Penalty: 4560.379395
	Iteration 12Q: 3 clusters Score -1173192 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1173448.375000 Penalty: 4560.379395
	Iteration 13Q: 3 clusters Score -1173448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1173747.875000 Penalty: 4560.379395
	Iteration 14Q: 3 clusters Score -1173748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1174017.375000 Penalty: 4560.379395
	Iteration 15Q: 3 clusters Score -1174017 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1174229.000000 Penalty: 4560.379395
	Iteration 16Q: 3 clusters Score -1174229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1174450.875000 Penalty: 4560.379395
	Iteration 17Q: 3 clusters Score -1174451 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1174793.750000 Penalty: 4560.379395
	Iteration 18Q: 3 clusters Score -1174794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1175005.750000 Penalty: 4560.379395
	Iteration 19Q: 3 clusters Score -1175006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1175043.500000 Penalty: 4560.379395
	Iteration 20F: 3 clusters Score -1175044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1175060.250000 Penalty: 4560.379395
	Iteration 21Q: 3 clusters Score -1175060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1175074.875000 Penalty: 4560.379395
	Iteration 22Q: 3 clusters Score -1175075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1175088.250000 Penalty: 4560.379395
	Iteration 23Q: 3 clusters Score -1175088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1175099.375000 Penalty: 4560.379395
	Iteration 24Q: 3 clusters Score -1175099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1175113.500000 Penalty: 4560.379395
	Iteration 25Q: 3 clusters Score -1175114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1175118.750000 Penalty: 4560.379395
	Iteration 26Q: 3 clusters Score -1175119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1175124.250000 Penalty: 4560.379395
	Iteration 27Q: 3 clusters Score -1175124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1175127.625000 Penalty: 4560.379395
	Iteration 28Q: 3 clusters Score -1175128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1175133.125000 Penalty: 4560.379395
	Iteration 29Q: 3 clusters Score -1175133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1175134.625000 Penalty: 4560.379395
	Iteration 30Q: 3 clusters Score -1175135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1175136.625000 Penalty: 4560.379395
	Iteration 31Q: 3 clusters Score -1175137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1175145.625000 Penalty: 4560.379395
	Iteration 32Q: 3 clusters Score -1175146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1175149.500000 Penalty: 4560.379395
	Iteration 33Q: 3 clusters Score -1175150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1175162.000000 Penalty: 4560.379395
	Iteration 34Q: 3 clusters Score -1175162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1175175.875000 Penalty: 4560.379395
	Iteration 35Q: 3 clusters Score -1175176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1175195.500000 Penalty: 4560.379395
	Iteration 36Q: 3 clusters Score -1175196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1175219.625000 Penalty: 4560.379395
	Iteration 37Q: 3 clusters Score -1175220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1175262.000000 Penalty: 4560.379395
	Iteration 38Q: 3 clusters Score -1175262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1175329.875000 Penalty: 4560.379395
	Iteration 39Q: 3 clusters Score -1175330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1175405.875000 Penalty: 4560.379395
	Iteration 40F: 3 clusters Score -1175406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1175504.375000 Penalty: 4560.379395
	Iteration 41Q: 3 clusters Score -1175504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1175636.125000 Penalty: 4560.379395
	Iteration 42Q: 3 clusters Score -1175636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1175792.875000 Penalty: 4560.379395
	Iteration 43Q: 3 clusters Score -1175793 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1176041.875000 Penalty: 4560.379395
	Iteration 44Q: 3 clusters Score -1176042 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1176427.625000 Penalty: 4560.379395
	Iteration 45Q: 3 clusters Score -1176428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1176809.125000 Penalty: 4560.379395
	Iteration 46Q: 3 clusters Score -1176809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1177188.500000 Penalty: 4560.379395
	Iteration 47Q: 3 clusters Score -1177188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1177452.500000 Penalty: 4560.379395
	Iteration 48Q: 3 clusters Score -1177452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1177653.750000 Penalty: 4560.379395
	Iteration 49Q: 3 clusters Score -1177654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1177781.375000 Penalty: 4560.379395
	Iteration 50Q: 3 clusters Score -1177781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1177859.000000 Penalty: 4560.379395
	Iteration 51Q: 3 clusters Score -1177859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1177890.250000 Penalty: 4560.379395
	Iteration 52Q: 3 clusters Score -1177890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1177914.625000 Penalty: 4560.379395
	Iteration 53Q: 3 clusters Score -1177915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1177937.875000 Penalty: 4560.379395
	Iteration 54Q: 3 clusters Score -1177938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1177958.875000 Penalty: 4560.379395
	Iteration 55Q: 3 clusters Score -1177959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1177958.625000 Penalty: 4560.379395
	Iteration 56Q: 3 clusters Score -1177959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1178125.750000 Penalty: 4560.379395
	Iteration 57F: 3 clusters Score -1178126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1178448.500000 Penalty: 4560.379395
	Iteration 58Q: 3 clusters Score -1178448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1179097.250000 Penalty: 4560.379395
	Iteration 59Q: 3 clusters Score -1179097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1180101.000000 Penalty: 4560.379395
	Iteration 60F: 3 clusters Score -1180101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1180957.125000 Penalty: 4560.379395
	Iteration 61Q: 3 clusters Score -1180957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1180966.875000 Penalty: 4560.379395
	Iteration 62Q: 3 clusters Score -1180967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1180966.000000 Penalty: 4560.379395
	Iteration 63Q: 3 clusters Score -1180966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1180966.000000 Penalty: 4560.379395
	Iteration 64Q: 3 clusters Score -1180966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1180966.000000 Penalty: 4560.379395
	Iteration 65F: 3 clusters Score -1180966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 53323 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Entering Unmasked Estep 
Score: -134360160.000000 Penalty: 134660.718750
Splitting cluster 8 changes total score from -134340304.000000 to -134360160.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -575715.187500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -575715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -571420.687500 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -571420.7 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -572692.562500 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -572692.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -573082.625000 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -573082.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -573440.187500 Penalty: 4202.727539
	Iteration 3F: 3 clusters Score -573440.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -573739.437500 Penalty: 4202.727539
	Iteration 4F: 3 clusters Score -573739.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -574000.687500 Penalty: 4202.727539
	Iteration 5F: 3 clusters Score -574000.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -574191.312500 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -574191.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -574336.625000 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -574336.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -574437.312500 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -574437.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -574510.937500 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -574510.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -574559.937500 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -574559.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -574581.375000 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -574581.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -574601.625000 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -574601.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -574615.375000 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -574615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -574623.250000 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -574623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -574628.312500 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -574628.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -574633.312500 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -574633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -574637.750000 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -574637.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -574641.437500 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -574641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -574645.625000 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -574645.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -574649.625000 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -574649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -574654.250000 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -574654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -574655.875000 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -574655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -574657.125000 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -574657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -574658.187500 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -574658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -574659.437500 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -574659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -574660.000000 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -574660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -574660.937500 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -574660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -574661.937500 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -574661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -574661.875000 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -574661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -574663.312500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -574663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -574663.125000 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -574663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -574662.937500 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -574662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -574664.875000 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -574664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -574664.875000 Penalty: 4202.727539
	Iteration 34F: 3 clusters Score -574664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Entering Unmasked Estep 
Score: -22766760.000000 Penalty: 3001.668457
	Iteration 0F: 2 clusters Score -2.276676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 90068 members 
Entering Unmasked Estep 
Score: -22649444.000000 Penalty: 6003.336914
	Iteration 0F: 3 clusters Score -2.264944e+07 nChanged 86580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 84880 members 
Entering Unmasked Estep 
Score: -22700750.000000 Penalty: 6003.336914
	Iteration 1F: 3 clusters Score -2.270075e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -22703236.000000 Penalty: 6003.336914
	Iteration 2Q: 3 clusters Score -2.270324e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -22706976.000000 Penalty: 6003.336914
	Iteration 3Q: 3 clusters Score -2.270698e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -22713572.000000 Penalty: 6003.336914
	Iteration 4F: 3 clusters Score -2.271357e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -22723320.000000 Penalty: 6003.336914
	Iteration 5F: 3 clusters Score -2.272332e+07 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -22733908.000000 Penalty: 6003.336914
	Iteration 6F: 3 clusters Score -2.273391e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -22743988.000000 Penalty: 6003.336914
	Iteration 7F: 3 clusters Score -2.274399e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -22752920.000000 Penalty: 6003.336914
	Iteration 8F: 3 clusters Score -2.275292e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -22759238.000000 Penalty: 6003.336914
	Iteration 9Q: 3 clusters Score -2.275924e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168087 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -22762486.000000 Penalty: 6003.336914
	Iteration 10Q: 3 clusters Score -2.276249e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -22763984.000000 Penalty: 6003.336914
	Iteration 11Q: 3 clusters Score -2.276398e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -22764720.000000 Penalty: 6003.336914
	Iteration 12Q: 3 clusters Score -2.276472e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173192 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -22764978.000000 Penalty: 6003.336914
	Iteration 13Q: 3 clusters Score -2.276498e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -22765228.000000 Penalty: 6003.336914
	Iteration 14Q: 3 clusters Score -2.276523e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -22765312.000000 Penalty: 6003.336914
	Iteration 15Q: 3 clusters Score -2.276531e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -22765342.000000 Penalty: 6003.336914
	Iteration 16Q: 3 clusters Score -2.276534e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175891 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -22765298.000000 Penalty: 6003.336914
	Iteration 17Q: 3 clusters Score -2.27653e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176258 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -22765274.000000 Penalty: 6003.336914
	Iteration 18Q: 3 clusters Score -2.276527e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176558 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22765402.000000 Penalty: 6003.336914
	Iteration 19Q: 3 clusters Score -2.27654e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -22765418.000000 Penalty: 6003.336914
	Iteration 20F: 3 clusters Score -2.276542e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22765376.000000 Penalty: 6003.336914
	Iteration 21Q: 3 clusters Score -2.276538e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -22765442.000000 Penalty: 6003.336914
	Iteration 22Q: 3 clusters Score -2.276544e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22765492.000000 Penalty: 6003.336914
	Iteration 23Q: 3 clusters Score -2.276549e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22765460.000000 Penalty: 6003.336914
	Iteration 24Q: 3 clusters Score -2.276546e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22765508.000000 Penalty: 6003.336914
	Iteration 25Q: 3 clusters Score -2.276551e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -22765536.000000 Penalty: 6003.336914
	Iteration 26Q: 3 clusters Score -2.276554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177603 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -22765554.000000 Penalty: 6003.336914
	Iteration 27Q: 3 clusters Score -2.276555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177634 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -22765542.000000 Penalty: 6003.336914
	Iteration 28Q: 3 clusters Score -2.276554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177673 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22765476.000000 Penalty: 6003.336914
	Iteration 29Q: 3 clusters Score -2.276548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177706 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22765462.000000 Penalty: 6003.336914
	Iteration 30Q: 3 clusters Score -2.276546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177735 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22765434.000000 Penalty: 6003.336914
	Iteration 31Q: 3 clusters Score -2.276543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22765450.000000 Penalty: 6003.336914
	Iteration 32Q: 3 clusters Score -2.276545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22765410.000000 Penalty: 6003.336914
	Iteration 33Q: 3 clusters Score -2.276541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177804 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -22765438.000000 Penalty: 6003.336914
	Iteration 34Q: 3 clusters Score -2.276544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22765436.000000 Penalty: 6003.336914
	Iteration 35Q: 3 clusters Score -2.276544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22765424.000000 Penalty: 6003.336914
	Iteration 36Q: 3 clusters Score -2.276542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22765432.000000 Penalty: 6003.336914
	Iteration 37Q: 3 clusters Score -2.276543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177892 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22765432.000000 Penalty: 6003.336914
	Iteration 38Q: 3 clusters Score -2.276543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22765442.000000 Penalty: 6003.336914
	Iteration 39Q: 3 clusters Score -2.276544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177947 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -22765392.000000 Penalty: 6003.336914
	Iteration 40F: 3 clusters Score -2.276539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -22765388.000000 Penalty: 6003.336914
	Iteration 41Q: 3 clusters Score -2.276539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177990 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22765424.000000 Penalty: 6003.336914
	Iteration 42Q: 3 clusters Score -2.276542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178017 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22765406.000000 Penalty: 6003.336914
	Iteration 43Q: 3 clusters Score -2.276541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22765398.000000 Penalty: 6003.336914
	Iteration 44Q: 3 clusters Score -2.27654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22765392.000000 Penalty: 6003.336914
	Iteration 45Q: 3 clusters Score -2.276539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22765420.000000 Penalty: 6003.336914
	Iteration 46Q: 3 clusters Score -2.276542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 47Q: 3 clusters Score -2.27654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -22765406.000000 Penalty: 6003.336914
	Iteration 48Q: 3 clusters Score -2.276541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 49Q: 3 clusters Score -2.27654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22765402.000000 Penalty: 6003.336914
	Iteration 50Q: 3 clusters Score -2.27654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178134 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 51Q: 3 clusters Score -2.27654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178140 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22765368.000000 Penalty: 6003.336914
	Iteration 52Q: 3 clusters Score -2.276537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -22765374.000000 Penalty: 6003.336914
	Iteration 53Q: 3 clusters Score -2.276537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -22765400.000000 Penalty: 6003.336914
	Iteration 54Q: 3 clusters Score -2.27654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178187 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22765374.000000 Penalty: 6003.336914
	Iteration 55Q: 3 clusters Score -2.276537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -22765364.000000 Penalty: 6003.336914
	Iteration 56Q: 3 clusters Score -2.276536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -22765378.000000 Penalty: 6003.336914
	Iteration 57Q: 3 clusters Score -2.276538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22765376.000000 Penalty: 6003.336914
	Iteration 58Q: 3 clusters Score -2.276538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -22765380.000000 Penalty: 6003.336914
	Iteration 59Q: 3 clusters Score -2.276538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22765420.000000 Penalty: 6003.336914
	Iteration 60F: 3 clusters Score -2.276542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -22765434.000000 Penalty: 6003.336914
	Iteration 61Q: 3 clusters Score -2.276543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -22765412.000000 Penalty: 6003.336914
	Iteration 62Q: 3 clusters Score -2.276541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22765414.000000 Penalty: 6003.336914
	Iteration 63Q: 3 clusters Score -2.276541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -22765402.000000 Penalty: 6003.336914
	Iteration 64Q: 3 clusters Score -2.27654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 65Q: 3 clusters Score -2.27654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -22765418.000000 Penalty: 6003.336914
	Iteration 66Q: 3 clusters Score -2.276542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22765424.000000 Penalty: 6003.336914
	Iteration 67Q: 3 clusters Score -2.276542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22765412.000000 Penalty: 6003.336914
	Iteration 68Q: 3 clusters Score -2.276541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 69Q: 3 clusters Score -2.27654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178459 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22765420.000000 Penalty: 6003.336914
	Iteration 70Q: 3 clusters Score -2.276542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22765384.000000 Penalty: 6003.336914
	Iteration 71Q: 3 clusters Score -2.276538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22765398.000000 Penalty: 6003.336914
	Iteration 72Q: 3 clusters Score -2.27654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22765384.000000 Penalty: 6003.336914
	Iteration 73Q: 3 clusters Score -2.276538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 74Q: 3 clusters Score -2.27654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178528 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22765396.000000 Penalty: 6003.336914
	Iteration 75Q: 3 clusters Score -2.27654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -22765402.000000 Penalty: 6003.336914
	Iteration 76Q: 3 clusters Score -2.27654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22765374.000000 Penalty: 6003.336914
	Iteration 77Q: 3 clusters Score -2.276537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22765392.000000 Penalty: 6003.336914
	Iteration 78Q: 3 clusters Score -2.276539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22765388.000000 Penalty: 6003.336914
	Iteration 79Q: 3 clusters Score -2.276539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22765406.000000 Penalty: 6003.336914
	Iteration 80F: 3 clusters Score -2.276541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178547 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22765408.000000 Penalty: 6003.336914
	Iteration 81Q: 3 clusters Score -2.276541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22765398.000000 Penalty: 6003.336914
	Iteration 82Q: 3 clusters Score -2.27654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178549 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 83Q: 3 clusters Score -2.27654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178551 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 84Q: 3 clusters Score -2.27654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22765396.000000 Penalty: 6003.336914
	Iteration 85Q: 3 clusters Score -2.27654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22765402.000000 Penalty: 6003.336914
	Iteration 86Q: 3 clusters Score -2.27654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178557 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -22765418.000000 Penalty: 6003.336914
	Iteration 87Q: 3 clusters Score -2.276542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22765406.000000 Penalty: 6003.336914
	Iteration 88Q: 3 clusters Score -2.276541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22765404.000000 Penalty: 6003.336914
	Iteration 89Q: 3 clusters Score -2.27654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178570 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22765396.000000 Penalty: 6003.336914
	Iteration 90Q: 3 clusters Score -2.27654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178575 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22765428.000000 Penalty: 6003.336914
	Iteration 91Q: 3 clusters Score -2.276543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22765422.000000 Penalty: 6003.336914
	Iteration 92Q: 3 clusters Score -2.276542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178578 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22765452.000000 Penalty: 6003.336914
	Iteration 93Q: 3 clusters Score -2.276545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22765444.000000 Penalty: 6003.336914
	Iteration 94Q: 3 clusters Score -2.276544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22765448.000000 Penalty: 6003.336914
	Iteration 95Q: 3 clusters Score -2.276545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22765436.000000 Penalty: 6003.336914
	Iteration 96Q: 3 clusters Score -2.276544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178585 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22765434.000000 Penalty: 6003.336914
	Iteration 97Q: 3 clusters Score -2.276543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178585 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22765434.000000 Penalty: 6003.336914
	Iteration 98F: 3 clusters Score -2.276543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Entering Unmasked Estep 
Score: -6519608.500000 Penalty: 2699.262451
	Iteration 0F: 2 clusters Score -6519608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -6483574.500000 Penalty: 5398.524902
	Iteration 0F: 3 clusters Score -6483574 nChanged 24694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6497696.000000 Penalty: 5398.524902
	Iteration 1F: 3 clusters Score -6497696 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -6498940.000000 Penalty: 5398.524902
	Iteration 2F: 3 clusters Score -6498940 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6500890.500000 Penalty: 5398.524902
	Iteration 3F: 3 clusters Score -6500890 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -6503480.000000 Penalty: 5398.524902
	Iteration 4F: 3 clusters Score -6503480 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -6506810.500000 Penalty: 5398.524902
	Iteration 5F: 3 clusters Score -6506810 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -6510439.000000 Penalty: 5398.524902
	Iteration 6F: 3 clusters Score -6510439 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6513684.000000 Penalty: 5398.524902
	Iteration 7F: 3 clusters Score -6513684 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -6515688.000000 Penalty: 5398.524902
	Iteration 8F: 3 clusters Score -6515688 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -6516754.500000 Penalty: 5398.524902
	Iteration 9Q: 3 clusters Score -6516754 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -6517364.000000 Penalty: 5398.524902
	Iteration 10Q: 3 clusters Score -6517364 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -6517708.500000 Penalty: 5398.524902
	Iteration 11Q: 3 clusters Score -6517708 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -6518001.000000 Penalty: 5398.524902
	Iteration 12Q: 3 clusters Score -6518001 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -6518184.000000 Penalty: 5398.524902
	Iteration 13Q: 3 clusters Score -6518184 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6518367.500000 Penalty: 5398.524902
	Iteration 14Q: 3 clusters Score -6518368 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -6518491.500000 Penalty: 5398.524902
	Iteration 15Q: 3 clusters Score -6518492 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -6518640.500000 Penalty: 5398.524902
	Iteration 16Q: 3 clusters Score -6518640 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6518803.500000 Penalty: 5398.524902
	Iteration 17Q: 3 clusters Score -6518804 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -6518962.000000 Penalty: 5398.524902
	Iteration 18Q: 3 clusters Score -6518962 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -6519085.000000 Penalty: 5398.524902
	Iteration 19Q: 3 clusters Score -6519085 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -6519261.500000 Penalty: 5398.524902
	Iteration 20F: 3 clusters Score -6519262 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -6519517.500000 Penalty: 5398.524902
	Iteration 21Q: 3 clusters Score -6519518 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -6519813.500000 Penalty: 5398.524902
	Iteration 22Q: 3 clusters Score -6519814 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -6520127.000000 Penalty: 5398.524902
	Iteration 23Q: 3 clusters Score -6520127 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -6520530.000000 Penalty: 5398.524902
	Iteration 24Q: 3 clusters Score -6520530 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -6520970.500000 Penalty: 5398.524902
	Iteration 25Q: 3 clusters Score -6520970 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -6521391.500000 Penalty: 5398.524902
	Iteration 26Q: 3 clusters Score -6521392 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -6521733.000000 Penalty: 5398.524902
	Iteration 27Q: 3 clusters Score -6521733 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -6521989.500000 Penalty: 5398.524902
	Iteration 28Q: 3 clusters Score -6521990 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -6522200.500000 Penalty: 5398.524902
	Iteration 29Q: 3 clusters Score -6522200 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -6522377.500000 Penalty: 5398.524902
	Iteration 30Q: 3 clusters Score -6522378 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -6522564.000000 Penalty: 5398.524902
	Iteration 31Q: 3 clusters Score -6522564 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -6522802.500000 Penalty: 5398.524902
	Iteration 32Q: 3 clusters Score -6522802 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6523166.000000 Penalty: 5398.524902
	Iteration 33Q: 3 clusters Score -6523166 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -6523639.000000 Penalty: 5398.524902
	Iteration 34Q: 3 clusters Score -6523639 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6524147.000000 Penalty: 5398.524902
	Iteration 35Q: 3 clusters Score -6524147 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6524376.500000 Penalty: 5398.524902
	Iteration 36Q: 3 clusters Score -6524376 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -6524459.500000 Penalty: 5398.524902
	Iteration 37Q: 3 clusters Score -6524460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -6524546.000000 Penalty: 5398.524902
	Iteration 38Q: 3 clusters Score -6524546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -6524608.000000 Penalty: 5398.524902
	Iteration 39Q: 3 clusters Score -6524608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6524608.000000 Penalty: 5398.524902
	Iteration 40F: 3 clusters Score -6524608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -6524619.500000 Penalty: 5398.524902
	Iteration 41Q: 3 clusters Score -6524620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6524651.500000 Penalty: 5398.524902
	Iteration 42Q: 3 clusters Score -6524652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -6524650.500000 Penalty: 5398.524902
	Iteration 43Q: 3 clusters Score -6524650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -6524667.000000 Penalty: 5398.524902
	Iteration 44Q: 3 clusters Score -6524667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -6524665.000000 Penalty: 5398.524902
	Iteration 45Q: 3 clusters Score -6524665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -6524666.000000 Penalty: 5398.524902
	Iteration 46Q: 3 clusters Score -6524666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -6524675.500000 Penalty: 5398.524902
	Iteration 47Q: 3 clusters Score -6524676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6524684.000000 Penalty: 5398.524902
	Iteration 48Q: 3 clusters Score -6524684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -6524684.500000 Penalty: 5398.524902
	Iteration 49Q: 3 clusters Score -6524684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6524675.000000 Penalty: 5398.524902
	Iteration 50Q: 3 clusters Score -6524675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -6524678.000000 Penalty: 5398.524902
	Iteration 51Q: 3 clusters Score -6524678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -6524674.000000 Penalty: 5398.524902
	Iteration 52Q: 3 clusters Score -6524674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -6524686.500000 Penalty: 5398.524902
	Iteration 53Q: 3 clusters Score -6524686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6524683.500000 Penalty: 5398.524902
	Iteration 54Q: 3 clusters Score -6524684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6524682.500000 Penalty: 5398.524902
	Iteration 55Q: 3 clusters Score -6524682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6524687.000000 Penalty: 5398.524902
	Iteration 56Q: 3 clusters Score -6524687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -6524682.000000 Penalty: 5398.524902
	Iteration 57Q: 3 clusters Score -6524682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -6524679.000000 Penalty: 5398.524902
	Iteration 58Q: 3 clusters Score -6524679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6524675.500000 Penalty: 5398.524902
	Iteration 59Q: 3 clusters Score -6524676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6524680.500000 Penalty: 5398.524902
	Iteration 60F: 3 clusters Score -6524680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6524676.500000 Penalty: 5398.524902
	Iteration 61Q: 3 clusters Score -6524676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6524677.000000 Penalty: 5398.524902
	Iteration 62Q: 3 clusters Score -6524677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6524676.500000 Penalty: 5398.524902
	Iteration 63Q: 3 clusters Score -6524676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6524676.500000 Penalty: 5398.524902
	Iteration 64F: 3 clusters Score -6524676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Entering Unmasked Estep 
Score: -134364864.000000 Penalty: 138113.546875
Splitting cluster 11 changes total score from -134340304.000000 to -134364864.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -561043.812500 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -561043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -556272.437500 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -556272.4 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -558275.437500 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -558275.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -559805.125000 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -559805.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -561243.000000 Penalty: 4274.948242
	Iteration 3F: 3 clusters Score -561243 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -562245.375000 Penalty: 4274.948242
	Iteration 4F: 3 clusters Score -562245.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -562960.937500 Penalty: 4274.948242
	Iteration 5F: 3 clusters Score -562960.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -563374.625000 Penalty: 4274.948242
	Iteration 6F: 3 clusters Score -563374.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -563562.937500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -563562.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -563691.375000 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -563691.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -563765.500000 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -563765.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -563793.812500 Penalty: 4274.948242
	Iteration 10Q: 3 clusters Score -563793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -563812.187500 Penalty: 4274.948242
	Iteration 11Q: 3 clusters Score -563812.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -563825.000000 Penalty: 4274.948242
	Iteration 12Q: 3 clusters Score -563825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -563832.312500 Penalty: 4274.948242
	Iteration 13Q: 3 clusters Score -563832.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -563838.500000 Penalty: 4274.948242
	Iteration 14Q: 3 clusters Score -563838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -563839.875000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -563839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -563841.250000 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -563841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -563842.687500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -563842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -563843.250000 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -563843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -563843.687500 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -563843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -563843.687500 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -563843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Entering Unmasked Estep 
Score: -134366416.000000 Penalty: 141566.390625
Splitting cluster 12 changes total score from -134340304.000000 to -134366416.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (33268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Entering Unmasked Estep 
Score: -4179359.000000 Penalty: 2582.263184
	Iteration 0F: 2 clusters Score -4179359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4156733.250000 Penalty: 5164.526367
	Iteration 0F: 3 clusters Score -4156733 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4165001.250000 Penalty: 5164.526367
	Iteration 1F: 3 clusters Score -4165001 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4165794.750000 Penalty: 5164.526367
	Iteration 2F: 3 clusters Score -4165795 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4166751.500000 Penalty: 5164.526367
	Iteration 3F: 3 clusters Score -4166752 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4167906.250000 Penalty: 5164.526367
	Iteration 4F: 3 clusters Score -4167906 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4169367.750000 Penalty: 5164.526367
	Iteration 5F: 3 clusters Score -4169368 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4171270.000000 Penalty: 5164.526367
	Iteration 6F: 3 clusters Score -4171270 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4173448.250000 Penalty: 5164.526367
	Iteration 7F: 3 clusters Score -4173448 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4175632.000000 Penalty: 5164.526367
	Iteration 8F: 3 clusters Score -4175632 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4177258.750000 Penalty: 5164.526367
	Iteration 9Q: 3 clusters Score -4177259 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4178192.500000 Penalty: 5164.526367
	Iteration 10Q: 3 clusters Score -4178192 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4178605.000000 Penalty: 5164.526367
	Iteration 11Q: 3 clusters Score -4178605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4178739.750000 Penalty: 5164.526367
	Iteration 12Q: 3 clusters Score -4178740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4178791.500000 Penalty: 5164.526367
	Iteration 13Q: 3 clusters Score -4178792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4178829.750000 Penalty: 5164.526367
	Iteration 14Q: 3 clusters Score -4178830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4178842.000000 Penalty: 5164.526367
	Iteration 15Q: 3 clusters Score -4178842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4178848.250000 Penalty: 5164.526367
	Iteration 16Q: 3 clusters Score -4178848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4178854.750000 Penalty: 5164.526367
	Iteration 17Q: 3 clusters Score -4178855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4178857.250000 Penalty: 5164.526367
	Iteration 18Q: 3 clusters Score -4178857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4178863.000000 Penalty: 5164.526367
	Iteration 19Q: 3 clusters Score -4178863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4178864.250000 Penalty: 5164.526367
	Iteration 20F: 3 clusters Score -4178864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4178863.500000 Penalty: 5164.526367
	Iteration 21Q: 3 clusters Score -4178864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4178865.250000 Penalty: 5164.526367
	Iteration 22Q: 3 clusters Score -4178865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4178864.750000 Penalty: 5164.526367
	Iteration 23Q: 3 clusters Score -4178865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4178864.750000 Penalty: 5164.526367
	Iteration 24F: 3 clusters Score -4178865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -128836.273438 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -128836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127110.375000 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -127110.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128114.554688 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -128114.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129298.460938 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -129298.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129720.296875 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -129720.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129870.398438 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -129870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -129909.015625 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -129909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129929.484375 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -129929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129942.648438 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -129942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129942.648438 Penalty: 3367.330078
	Iteration 8F: 3 clusters Score -129942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 35660 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Entering Unmasked Estep 
Score: -134365904.000000 Penalty: 145019.234375
Splitting cluster 14 changes total score from -134340304.000000 to -134365904.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (35660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Entering Unmasked Estep 
Score: -4321273.000000 Penalty: 2599.482666
	Iteration 0F: 2 clusters Score -4321273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4297283.000000 Penalty: 5198.965332
	Iteration 0F: 3 clusters Score -4297283 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4307169.000000 Penalty: 5198.965332
	Iteration 1F: 3 clusters Score -4307169 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4310159.000000 Penalty: 5198.965332
	Iteration 2F: 3 clusters Score -4310159 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4314010.000000 Penalty: 5198.965332
	Iteration 3F: 3 clusters Score -4314010 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4317704.500000 Penalty: 5198.965332
	Iteration 4F: 3 clusters Score -4317704 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4321166.500000 Penalty: 5198.965332
	Iteration 5F: 3 clusters Score -4321166 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -4323905.500000 Penalty: 5198.965332
	Iteration 6F: 3 clusters Score -4323906 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4325626.500000 Penalty: 5198.965332
	Iteration 7F: 3 clusters Score -4325626 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4326488.000000 Penalty: 5198.965332
	Iteration 8Q: 3 clusters Score -4326488 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4326971.000000 Penalty: 5198.965332
	Iteration 9Q: 3 clusters Score -4326971 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -4327195.500000 Penalty: 5198.965332
	Iteration 10Q: 3 clusters Score -4327196 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4327340.500000 Penalty: 5198.965332
	Iteration 11Q: 3 clusters Score -4327340 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4327434.000000 Penalty: 5198.965332
	Iteration 12Q: 3 clusters Score -4327434 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4327494.500000 Penalty: 5198.965332
	Iteration 13Q: 3 clusters Score -4327494 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4327579.000000 Penalty: 5198.965332
	Iteration 14Q: 3 clusters Score -4327579 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4327649.500000 Penalty: 5198.965332
	Iteration 15Q: 3 clusters Score -4327650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4327746.500000 Penalty: 5198.965332
	Iteration 16Q: 3 clusters Score -4327746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4327896.000000 Penalty: 5198.965332
	Iteration 17Q: 3 clusters Score -4327896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4328080.000000 Penalty: 5198.965332
	Iteration 18Q: 3 clusters Score -4328080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4328167.000000 Penalty: 5198.965332
	Iteration 19Q: 3 clusters Score -4328167 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4328231.500000 Penalty: 5198.965332
	Iteration 20F: 3 clusters Score -4328232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4328263.000000 Penalty: 5198.965332
	Iteration 21Q: 3 clusters Score -4328263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4328278.500000 Penalty: 5198.965332
	Iteration 22Q: 3 clusters Score -4328278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4328279.000000 Penalty: 5198.965332
	Iteration 23Q: 3 clusters Score -4328279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4328276.000000 Penalty: 5198.965332
	Iteration 24Q: 3 clusters Score -4328276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4328277.000000 Penalty: 5198.965332
	Iteration 25Q: 3 clusters Score -4328277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4328273.000000 Penalty: 5198.965332
	Iteration 26Q: 3 clusters Score -4328273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -4328276.500000 Penalty: 5198.965332
	Iteration 27Q: 3 clusters Score -4328276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4328274.500000 Penalty: 5198.965332
	Iteration 28Q: 3 clusters Score -4328274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4328275.000000 Penalty: 5198.965332
	Iteration 29Q: 3 clusters Score -4328275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4328275.000000 Penalty: 5198.965332
	Iteration 30F: 3 clusters Score -4328275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Entering Unmasked Estep 
Score: -134371968.000000 Penalty: 148472.062500
Splitting cluster 15 changes total score from -134340304.000000 to -134371968.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1276059.750000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1276060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1268079.875000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1268080 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1270760.125000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1270760 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1271829.000000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1271829 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1273139.750000 Penalty: 4592.434082
	Iteration 3F: 3 clusters Score -1273140 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1274353.625000 Penalty: 4592.434082
	Iteration 4F: 3 clusters Score -1274354 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1275032.375000 Penalty: 4592.434082
	Iteration 5F: 3 clusters Score -1275032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1275373.375000 Penalty: 4592.434082
	Iteration 6Q: 3 clusters Score -1275373 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1275575.125000 Penalty: 4592.434082
	Iteration 7Q: 3 clusters Score -1275575 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1275738.375000 Penalty: 4592.434082
	Iteration 8Q: 3 clusters Score -1275738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1275902.375000 Penalty: 4592.434082
	Iteration 9Q: 3 clusters Score -1275902 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1276081.000000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1276081 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1276245.500000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1276246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1276416.125000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1276416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1276571.750000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1276572 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1276687.125000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1276687 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1276775.125000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1276775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1276856.125000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1276856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1276919.375000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1276919 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1276970.625000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1276971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1277010.625000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1277011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1277029.250000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1277029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1277042.000000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1277042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1277066.125000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1277066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1277090.875000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1277091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1277118.500000 Penalty: 4592.434082
	Iteration 24Q: 3 clusters Score -1277118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1277149.875000 Penalty: 4592.434082
	Iteration 25Q: 3 clusters Score -1277150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1277169.250000 Penalty: 4592.434082
	Iteration 26Q: 3 clusters Score -1277169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1277185.875000 Penalty: 4592.434082
	Iteration 27Q: 3 clusters Score -1277186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1277211.500000 Penalty: 4592.434082
	Iteration 28Q: 3 clusters Score -1277212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1277225.625000 Penalty: 4592.434082
	Iteration 29Q: 3 clusters Score -1277226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1277240.875000 Penalty: 4592.434082
	Iteration 30Q: 3 clusters Score -1277241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1277254.125000 Penalty: 4592.434082
	Iteration 31Q: 3 clusters Score -1277254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1277263.250000 Penalty: 4592.434082
	Iteration 32Q: 3 clusters Score -1277263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1277264.375000 Penalty: 4592.434082
	Iteration 33Q: 3 clusters Score -1277264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1277272.875000 Penalty: 4592.434082
	Iteration 34Q: 3 clusters Score -1277273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1277274.750000 Penalty: 4592.434082
	Iteration 35Q: 3 clusters Score -1277275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1277276.750000 Penalty: 4592.434082
	Iteration 36Q: 3 clusters Score -1277277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1277277.750000 Penalty: 4592.434082
	Iteration 37Q: 3 clusters Score -1277278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1277277.750000 Penalty: 4592.434082
	Iteration 38F: 3 clusters Score -1277278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Entering Unmasked Estep 
Score: -134371920.000000 Penalty: 151924.906250
Splitting cluster 16 changes total score from -134340304.000000 to -134371920.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -946173.125000 Penalty: 2217.308350
	Iteration 0F: 2 clusters Score -946173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -939988.437500 Penalty: 4434.616699
	Iteration 0F: 3 clusters Score -939988.4 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -941839.312500 Penalty: 4434.616699
	Iteration 1F: 3 clusters Score -941839.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -942195.812500 Penalty: 4434.616699
	Iteration 2F: 3 clusters Score -942195.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -942452.750000 Penalty: 4434.616699
	Iteration 3F: 3 clusters Score -942452.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -942653.437500 Penalty: 4434.616699
	Iteration 4Q: 3 clusters Score -942653.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -942826.312500 Penalty: 4434.616699
	Iteration 5Q: 3 clusters Score -942826.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -943001.250000 Penalty: 4434.616699
	Iteration 6Q: 3 clusters Score -943001.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -943171.562500 Penalty: 4434.616699
	Iteration 7Q: 3 clusters Score -943171.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -943342.687500 Penalty: 4434.616699
	Iteration 8Q: 3 clusters Score -943342.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -943533.000000 Penalty: 4434.616699
	Iteration 9Q: 3 clusters Score -943533 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -943699.187500 Penalty: 4434.616699
	Iteration 10Q: 3 clusters Score -943699.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -943851.187500 Penalty: 4434.616699
	Iteration 11Q: 3 clusters Score -943851.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -943991.625000 Penalty: 4434.616699
	Iteration 12Q: 3 clusters Score -943991.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -944124.812500 Penalty: 4434.616699
	Iteration 13Q: 3 clusters Score -944124.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -944247.687500 Penalty: 4434.616699
	Iteration 14Q: 3 clusters Score -944247.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -944335.625000 Penalty: 4434.616699
	Iteration 15Q: 3 clusters Score -944335.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -944412.187500 Penalty: 4434.616699
	Iteration 16Q: 3 clusters Score -944412.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -944469.875000 Penalty: 4434.616699
	Iteration 17Q: 3 clusters Score -944469.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -944513.750000 Penalty: 4434.616699
	Iteration 18Q: 3 clusters Score -944513.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -944543.750000 Penalty: 4434.616699
	Iteration 19Q: 3 clusters Score -944543.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -944567.000000 Penalty: 4434.616699
	Iteration 20F: 3 clusters Score -944567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -944583.437500 Penalty: 4434.616699
	Iteration 21Q: 3 clusters Score -944583.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -944593.500000 Penalty: 4434.616699
	Iteration 22Q: 3 clusters Score -944593.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -944603.312500 Penalty: 4434.616699
	Iteration 23Q: 3 clusters Score -944603.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -944610.750000 Penalty: 4434.616699
	Iteration 24Q: 3 clusters Score -944610.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -944618.062500 Penalty: 4434.616699
	Iteration 25Q: 3 clusters Score -944618.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -944623.687500 Penalty: 4434.616699
	Iteration 26Q: 3 clusters Score -944623.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -944627.562500 Penalty: 4434.616699
	Iteration 27Q: 3 clusters Score -944627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -944630.437500 Penalty: 4434.616699
	Iteration 28Q: 3 clusters Score -944630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -944633.062500 Penalty: 4434.616699
	Iteration 29Q: 3 clusters Score -944633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -944633.437500 Penalty: 4434.616699
	Iteration 30Q: 3 clusters Score -944633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -944635.750000 Penalty: 4434.616699
	Iteration 31Q: 3 clusters Score -944635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -944637.187500 Penalty: 4434.616699
	Iteration 32Q: 3 clusters Score -944637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -944637.125000 Penalty: 4434.616699
	Iteration 33Q: 3 clusters Score -944637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -944636.375000 Penalty: 4434.616699
	Iteration 34Q: 3 clusters Score -944636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -944637.187500 Penalty: 4434.616699
	Iteration 35Q: 3 clusters Score -944637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -944639.750000 Penalty: 4434.616699
	Iteration 36Q: 3 clusters Score -944639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -944642.125000 Penalty: 4434.616699
	Iteration 37Q: 3 clusters Score -944642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -944641.625000 Penalty: 4434.616699
	Iteration 38Q: 3 clusters Score -944641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -944641.625000 Penalty: 4434.616699
	Iteration 39F: 3 clusters Score -944641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Entering Unmasked Estep 
Score: -1828557.750000 Penalty: 2312.623779
	Iteration 0F: 2 clusters Score -1828558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1820161.125000 Penalty: 4625.247559
	Iteration 0F: 3 clusters Score -1820161 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1823059.875000 Penalty: 4625.247559
	Iteration 1F: 3 clusters Score -1823060 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1823950.375000 Penalty: 4625.247559
	Iteration 2F: 3 clusters Score -1823950 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1824945.375000 Penalty: 4625.247559
	Iteration 3F: 3 clusters Score -1824945 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1826314.875000 Penalty: 4625.247559
	Iteration 4F: 3 clusters Score -1826315 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1827544.750000 Penalty: 4625.247559
	Iteration 5F: 3 clusters Score -1827545 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1828286.375000 Penalty: 4625.247559
	Iteration 6F: 3 clusters Score -1828286 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1828643.625000 Penalty: 4625.247559
	Iteration 7Q: 3 clusters Score -1828644 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1828790.500000 Penalty: 4625.247559
	Iteration 8Q: 3 clusters Score -1828790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1828869.875000 Penalty: 4625.247559
	Iteration 9Q: 3 clusters Score -1828870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1828921.375000 Penalty: 4625.247559
	Iteration 10Q: 3 clusters Score -1828921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1828947.750000 Penalty: 4625.247559
	Iteration 11Q: 3 clusters Score -1828948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1828961.875000 Penalty: 4625.247559
	Iteration 12Q: 3 clusters Score -1828962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1828976.500000 Penalty: 4625.247559
	Iteration 13Q: 3 clusters Score -1828976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1828979.000000 Penalty: 4625.247559
	Iteration 14Q: 3 clusters Score -1828979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1828988.500000 Penalty: 4625.247559
	Iteration 15Q: 3 clusters Score -1828988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1828990.250000 Penalty: 4625.247559
	Iteration 16Q: 3 clusters Score -1828990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1828992.875000 Penalty: 4625.247559
	Iteration 17Q: 3 clusters Score -1828993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1828997.875000 Penalty: 4625.247559
	Iteration 18Q: 3 clusters Score -1828998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1828995.375000 Penalty: 4625.247559
	Iteration 19Q: 3 clusters Score -1828995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1829005.875000 Penalty: 4625.247559
	Iteration 20F: 3 clusters Score -1829006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1829000.375000 Penalty: 4625.247559
	Iteration 21Q: 3 clusters Score -1829000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1829005.250000 Penalty: 4625.247559
	Iteration 22Q: 3 clusters Score -1829005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1829005.250000 Penalty: 4625.247559
	Iteration 23Q: 3 clusters Score -1829005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1829012.000000 Penalty: 4625.247559
	Iteration 24Q: 3 clusters Score -1829012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1829011.875000 Penalty: 4625.247559
	Iteration 25Q: 3 clusters Score -1829012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1829012.625000 Penalty: 4625.247559
	Iteration 26Q: 3 clusters Score -1829013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1829010.875000 Penalty: 4625.247559
	Iteration 27Q: 3 clusters Score -1829011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1829018.000000 Penalty: 4625.247559
	Iteration 28Q: 3 clusters Score -1829018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1829024.000000 Penalty: 4625.247559
	Iteration 29Q: 3 clusters Score -1829024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1829018.875000 Penalty: 4625.247559
	Iteration 30Q: 3 clusters Score -1829019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1829022.500000 Penalty: 4625.247559
	Iteration 31Q: 3 clusters Score -1829022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1829024.125000 Penalty: 4625.247559
	Iteration 32Q: 3 clusters Score -1829024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1829024.250000 Penalty: 4625.247559
	Iteration 33Q: 3 clusters Score -1829024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1829026.500000 Penalty: 4625.247559
	Iteration 34Q: 3 clusters Score -1829026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1829024.750000 Penalty: 4625.247559
	Iteration 35Q: 3 clusters Score -1829025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1829026.250000 Penalty: 4625.247559
	Iteration 36Q: 3 clusters Score -1829026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1829029.000000 Penalty: 4625.247559
	Iteration 37Q: 3 clusters Score -1829029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1829027.000000 Penalty: 4625.247559
	Iteration 38Q: 3 clusters Score -1829027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1829037.250000 Penalty: 4625.247559
	Iteration 39Q: 3 clusters Score -1829037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1829031.375000 Penalty: 4625.247559
	Iteration 40F: 3 clusters Score -1829031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1829035.125000 Penalty: 4625.247559
	Iteration 41Q: 3 clusters Score -1829035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1829040.500000 Penalty: 4625.247559
	Iteration 42Q: 3 clusters Score -1829040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1829036.375000 Penalty: 4625.247559
	Iteration 43Q: 3 clusters Score -1829036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1829035.625000 Penalty: 4625.247559
	Iteration 44Q: 3 clusters Score -1829036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1829042.000000 Penalty: 4625.247559
	Iteration 45Q: 3 clusters Score -1829042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1829040.625000 Penalty: 4625.247559
	Iteration 46Q: 3 clusters Score -1829041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1829042.625000 Penalty: 4625.247559
	Iteration 47Q: 3 clusters Score -1829043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1829044.250000 Penalty: 4625.247559
	Iteration 48Q: 3 clusters Score -1829044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1829045.625000 Penalty: 4625.247559
	Iteration 49Q: 3 clusters Score -1829046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1829043.125000 Penalty: 4625.247559
	Iteration 50Q: 3 clusters Score -1829043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1829048.250000 Penalty: 4625.247559
	Iteration 51Q: 3 clusters Score -1829048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1829044.500000 Penalty: 4625.247559
	Iteration 52Q: 3 clusters Score -1829044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1829047.750000 Penalty: 4625.247559
	Iteration 53Q: 3 clusters Score -1829048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1829046.875000 Penalty: 4625.247559
	Iteration 54Q: 3 clusters Score -1829047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1829047.750000 Penalty: 4625.247559
	Iteration 55Q: 3 clusters Score -1829048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1829044.125000 Penalty: 4625.247559
	Iteration 56Q: 3 clusters Score -1829044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1829048.875000 Penalty: 4625.247559
	Iteration 57Q: 3 clusters Score -1829049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1829045.750000 Penalty: 4625.247559
	Iteration 58Q: 3 clusters Score -1829046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1829050.500000 Penalty: 4625.247559
	Iteration 59Q: 3 clusters Score -1829050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1829047.750000 Penalty: 4625.247559
	Iteration 60F: 3 clusters Score -1829048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1829045.375000 Penalty: 4625.247559
	Iteration 61Q: 3 clusters Score -1829045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1829046.875000 Penalty: 4625.247559
	Iteration 62Q: 3 clusters Score -1829047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1829053.625000 Penalty: 4625.247559
	Iteration 63Q: 3 clusters Score -1829054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1829050.375000 Penalty: 4625.247559
	Iteration 64Q: 3 clusters Score -1829050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1829052.000000 Penalty: 4625.247559
	Iteration 65Q: 3 clusters Score -1829052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1829058.375000 Penalty: 4625.247559
	Iteration 66Q: 3 clusters Score -1829058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1829054.875000 Penalty: 4625.247559
	Iteration 67Q: 3 clusters Score -1829055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1829058.125000 Penalty: 4625.247559
	Iteration 68Q: 3 clusters Score -1829058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1829060.250000 Penalty: 4625.247559
	Iteration 69Q: 3 clusters Score -1829060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1829061.625000 Penalty: 4625.247559
	Iteration 70Q: 3 clusters Score -1829062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1829057.500000 Penalty: 4625.247559
	Iteration 71Q: 3 clusters Score -1829058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1829065.875000 Penalty: 4625.247559
	Iteration 72Q: 3 clusters Score -1829066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1829066.125000 Penalty: 4625.247559
	Iteration 73Q: 3 clusters Score -1829066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1829064.500000 Penalty: 4625.247559
	Iteration 74Q: 3 clusters Score -1829064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1829073.750000 Penalty: 4625.247559
	Iteration 75Q: 3 clusters Score -1829074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1829073.125000 Penalty: 4625.247559
	Iteration 76Q: 3 clusters Score -1829073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1829071.250000 Penalty: 4625.247559
	Iteration 77Q: 3 clusters Score -1829071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1829072.250000 Penalty: 4625.247559
	Iteration 78Q: 3 clusters Score -1829072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1829080.125000 Penalty: 4625.247559
	Iteration 79Q: 3 clusters Score -1829080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1829077.875000 Penalty: 4625.247559
	Iteration 80F: 3 clusters Score -1829078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1829077.750000 Penalty: 4625.247559
	Iteration 81Q: 3 clusters Score -1829078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1829082.375000 Penalty: 4625.247559
	Iteration 82Q: 3 clusters Score -1829082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1829081.875000 Penalty: 4625.247559
	Iteration 83Q: 3 clusters Score -1829082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1829086.625000 Penalty: 4625.247559
	Iteration 84Q: 3 clusters Score -1829087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1829089.125000 Penalty: 4625.247559
	Iteration 85Q: 3 clusters Score -1829089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1829089.750000 Penalty: 4625.247559
	Iteration 86Q: 3 clusters Score -1829090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1829091.250000 Penalty: 4625.247559
	Iteration 87Q: 3 clusters Score -1829091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1829095.875000 Penalty: 4625.247559
	Iteration 88Q: 3 clusters Score -1829096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1829094.750000 Penalty: 4625.247559
	Iteration 89Q: 3 clusters Score -1829095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1829093.750000 Penalty: 4625.247559
	Iteration 90Q: 3 clusters Score -1829094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1829090.750000 Penalty: 4625.247559
	Iteration 91Q: 3 clusters Score -1829091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1829096.625000 Penalty: 4625.247559
	Iteration 92Q: 3 clusters Score -1829097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1829097.250000 Penalty: 4625.247559
	Iteration 93Q: 3 clusters Score -1829097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1829102.250000 Penalty: 4625.247559
	Iteration 94Q: 3 clusters Score -1829102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1829103.875000 Penalty: 4625.247559
	Iteration 95Q: 3 clusters Score -1829104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1829093.875000 Penalty: 4625.247559
	Iteration 96Q: 3 clusters Score -1829094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1829094.375000 Penalty: 4625.247559
	Iteration 97Q: 3 clusters Score -1829094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1829101.125000 Penalty: 4625.247559
	Iteration 98Q: 3 clusters Score -1829101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1829100.125000 Penalty: 4625.247559
	Iteration 99Q: 3 clusters Score -1829100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1829107.625000 Penalty: 4625.247559
	Iteration 100F: 3 clusters Score -1829108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1829103.625000 Penalty: 4625.247559
	Iteration 101Q: 3 clusters Score -1829104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1829107.125000 Penalty: 4625.247559
	Iteration 102Q: 3 clusters Score -1829107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1829109.125000 Penalty: 4625.247559
	Iteration 103Q: 3 clusters Score -1829109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1829106.125000 Penalty: 4625.247559
	Iteration 104Q: 3 clusters Score -1829106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1829113.125000 Penalty: 4625.247559
	Iteration 105Q: 3 clusters Score -1829113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1829114.125000 Penalty: 4625.247559
	Iteration 106Q: 3 clusters Score -1829114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1829115.125000 Penalty: 4625.247559
	Iteration 107Q: 3 clusters Score -1829115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1829115.750000 Penalty: 4625.247559
	Iteration 108Q: 3 clusters Score -1829116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1829119.500000 Penalty: 4625.247559
	Iteration 109Q: 3 clusters Score -1829120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1829111.875000 Penalty: 4625.247559
	Iteration 110Q: 3 clusters Score -1829112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1829118.250000 Penalty: 4625.247559
	Iteration 111Q: 3 clusters Score -1829118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1829122.125000 Penalty: 4625.247559
	Iteration 112Q: 3 clusters Score -1829122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1829116.000000 Penalty: 4625.247559
	Iteration 113Q: 3 clusters Score -1829116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1829121.000000 Penalty: 4625.247559
	Iteration 114Q: 3 clusters Score -1829121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1829118.625000 Penalty: 4625.247559
	Iteration 115Q: 3 clusters Score -1829119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1829119.750000 Penalty: 4625.247559
	Iteration 116Q: 3 clusters Score -1829120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1829118.375000 Penalty: 4625.247559
	Iteration 117Q: 3 clusters Score -1829118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1829118.375000 Penalty: 4625.247559
	Iteration 118Q: 3 clusters Score -1829118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1829126.500000 Penalty: 4625.247559
	Iteration 119Q: 3 clusters Score -1829126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1829117.125000 Penalty: 4625.247559
	Iteration 120F: 3 clusters Score -1829117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1829121.000000 Penalty: 4625.247559
	Iteration 121Q: 3 clusters Score -1829121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1829121.000000 Penalty: 4625.247559
	Iteration 122F: 3 clusters Score -1829121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Entering Unmasked Estep 
Score: -134371280.000000 Penalty: 155377.750000
Splitting cluster 18 changes total score from -134340304.000000 to -134371280.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 19 (14125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Entering Unmasked Estep 
Score: -1691067.500000 Penalty: 2369.813965
	Iteration 0F: 2 clusters Score -1691068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1680855.125000 Penalty: 4739.627930
	Iteration 0F: 3 clusters Score -1680855 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1684712.875000 Penalty: 4739.627930
	Iteration 1F: 3 clusters Score -1684713 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1686397.625000 Penalty: 4739.627930
	Iteration 2F: 3 clusters Score -1686398 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1688422.375000 Penalty: 4739.627930
	Iteration 3F: 3 clusters Score -1688422 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1690404.750000 Penalty: 4739.627930
	Iteration 4F: 3 clusters Score -1690405 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1691709.375000 Penalty: 4739.627930
	Iteration 5F: 3 clusters Score -1691709 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1692329.875000 Penalty: 4739.627930
	Iteration 6F: 3 clusters Score -1692330 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1692645.875000 Penalty: 4739.627930
	Iteration 7Q: 3 clusters Score -1692646 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1692803.875000 Penalty: 4739.627930
	Iteration 8Q: 3 clusters Score -1692804 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1692926.125000 Penalty: 4739.627930
	Iteration 9Q: 3 clusters Score -1692926 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1693057.000000 Penalty: 4739.627930
	Iteration 10Q: 3 clusters Score -1693057 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1693186.750000 Penalty: 4739.627930
	Iteration 11Q: 3 clusters Score -1693187 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1693330.625000 Penalty: 4739.627930
	Iteration 12Q: 3 clusters Score -1693331 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1693455.500000 Penalty: 4739.627930
	Iteration 13Q: 3 clusters Score -1693456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1693571.125000 Penalty: 4739.627930
	Iteration 14Q: 3 clusters Score -1693571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1693670.000000 Penalty: 4739.627930
	Iteration 15Q: 3 clusters Score -1693670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1693784.125000 Penalty: 4739.627930
	Iteration 16Q: 3 clusters Score -1693784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1693858.375000 Penalty: 4739.627930
	Iteration 17Q: 3 clusters Score -1693858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1693905.625000 Penalty: 4739.627930
	Iteration 18Q: 3 clusters Score -1693906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1693928.625000 Penalty: 4739.627930
	Iteration 19Q: 3 clusters Score -1693929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1693945.750000 Penalty: 4739.627930
	Iteration 20F: 3 clusters Score -1693946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1693951.750000 Penalty: 4739.627930
	Iteration 21Q: 3 clusters Score -1693952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1693956.875000 Penalty: 4739.627930
	Iteration 22Q: 3 clusters Score -1693957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1693958.625000 Penalty: 4739.627930
	Iteration 23Q: 3 clusters Score -1693959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1693960.500000 Penalty: 4739.627930
	Iteration 24Q: 3 clusters Score -1693960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1693960.500000 Penalty: 4739.627930
	Iteration 25Q: 3 clusters Score -1693960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1693960.375000 Penalty: 4739.627930
	Iteration 26Q: 3 clusters Score -1693960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1693960.375000 Penalty: 4739.627930
	Iteration 27F: 3 clusters Score -1693960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Entering Unmasked Estep 
Score: -134372864.000000 Penalty: 158830.578125
Splitting cluster 19 changes total score from -134340304.000000 to -134372864.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 20 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1296567.875000 Penalty: 2303.434326
	Iteration 0F: 2 clusters Score -1296568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1288494.375000 Penalty: 4606.868652
	Iteration 0F: 3 clusters Score -1288494 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1291578.875000 Penalty: 4606.868652
	Iteration 1F: 3 clusters Score -1291579 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1292822.875000 Penalty: 4606.868652
	Iteration 2F: 3 clusters Score -1292823 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1294141.250000 Penalty: 4606.868652
	Iteration 3F: 3 clusters Score -1294141 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1295642.000000 Penalty: 4606.868652
	Iteration 4F: 3 clusters Score -1295642 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1297405.000000 Penalty: 4606.868652
	Iteration 5F: 3 clusters Score -1297405 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1298882.125000 Penalty: 4606.868652
	Iteration 6F: 3 clusters Score -1298882 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1299709.875000 Penalty: 4606.868652
	Iteration 7Q: 3 clusters Score -1299710 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1300200.875000 Penalty: 4606.868652
	Iteration 8Q: 3 clusters Score -1300201 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1300347.750000 Penalty: 4606.868652
	Iteration 9Q: 3 clusters Score -1300348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1300427.125000 Penalty: 4606.868652
	Iteration 10Q: 3 clusters Score -1300427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1300481.250000 Penalty: 4606.868652
	Iteration 11Q: 3 clusters Score -1300481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1300507.000000 Penalty: 4606.868652
	Iteration 12Q: 3 clusters Score -1300507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1300517.750000 Penalty: 4606.868652
	Iteration 13Q: 3 clusters Score -1300518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1300526.625000 Penalty: 4606.868652
	Iteration 14Q: 3 clusters Score -1300527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1300531.375000 Penalty: 4606.868652
	Iteration 15Q: 3 clusters Score -1300531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1300531.500000 Penalty: 4606.868652
	Iteration 16Q: 3 clusters Score -1300532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1300532.875000 Penalty: 4606.868652
	Iteration 17Q: 3 clusters Score -1300533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1300533.375000 Penalty: 4606.868652
	Iteration 18Q: 3 clusters Score -1300533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1300532.875000 Penalty: 4606.868652
	Iteration 19Q: 3 clusters Score -1300533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1300543.125000 Penalty: 4606.868652
	Iteration 20F: 3 clusters Score -1300543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1300545.125000 Penalty: 4606.868652
	Iteration 21Q: 3 clusters Score -1300545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1300549.125000 Penalty: 4606.868652
	Iteration 22Q: 3 clusters Score -1300549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1300550.500000 Penalty: 4606.868652
	Iteration 23Q: 3 clusters Score -1300550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1300550.000000 Penalty: 4606.868652
	Iteration 24Q: 3 clusters Score -1300550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1300552.875000 Penalty: 4606.868652
	Iteration 25Q: 3 clusters Score -1300553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1300553.750000 Penalty: 4606.868652
	Iteration 26Q: 3 clusters Score -1300554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1300552.000000 Penalty: 4606.868652
	Iteration 27Q: 3 clusters Score -1300552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1300552.000000 Penalty: 4606.868652
	Iteration 28F: 3 clusters Score -1300552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Entering Unmasked Estep 
Score: -134375728.000000 Penalty: 162283.421875
Splitting cluster 20 changes total score from -134340304.000000 to -134375728.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 21 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -564660.500000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -564660.5 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 2380 members 
Entering Unmasked Estep 
Score: -560419.187500 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -560419.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -561674.125000 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -561674.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -562116.125000 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -562116.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -562456.250000 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -562456.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -562731.062500 Penalty: 4192.992676
	Iteration 4F: 3 clusters Score -562731.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -562973.875000 Penalty: 4192.992676
	Iteration 5F: 3 clusters Score -562973.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -563173.687500 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -563173.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -563414.187500 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -563414.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -563715.062500 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -563715.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -564225.250000 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -564225.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -564964.687500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -564964.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -565445.625000 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -565445.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -565749.750000 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -565749.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -565973.312500 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -565973.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -566101.250000 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -566101.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -566125.875000 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -566125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -566133.187500 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -566133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -566133.687500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -566133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -566135.000000 Penalty: 4192.992676
	Iteration 18F: 3 clusters Score -566135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -566133.937500 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -566133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -566136.000000 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -566136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -566136.500000 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -566136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -566136.500000 Penalty: 4192.992676
	Iteration 22F: 3 clusters Score -566136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Entering Unmasked Estep 
Score: -134375952.000000 Penalty: 165736.265625
Splitting cluster 21 changes total score from -134340304.000000 to -134375952.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (71026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Entering Unmasked Estep 
Score: -8849134.000000 Penalty: 2770.358643
	Iteration 0F: 2 clusters Score -8849134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8801385.000000 Penalty: 5540.717285
	Iteration 0F: 3 clusters Score -8801385 nChanged 33389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -8820558.000000 Penalty: 5540.717285
	Iteration 1F: 3 clusters Score -8820558 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8821354.000000 Penalty: 5540.717285
	Iteration 2Q: 3 clusters Score -8821354 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -8822216.000000 Penalty: 5540.717285
	Iteration 3Q: 3 clusters Score -8822216 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -8823289.000000 Penalty: 5540.717285
	Iteration 4Q: 3 clusters Score -8823289 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -8824674.000000 Penalty: 5540.717285
	Iteration 5Q: 3 clusters Score -8824674 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -8826352.000000 Penalty: 5540.717285
	Iteration 6F: 3 clusters Score -8826352 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -8828314.000000 Penalty: 5540.717285
	Iteration 7F: 3 clusters Score -8828314 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8830434.000000 Penalty: 5540.717285
	Iteration 8F: 3 clusters Score -8830434 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8832594.000000 Penalty: 5540.717285
	Iteration 9F: 3 clusters Score -8832594 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -8834683.000000 Penalty: 5540.717285
	Iteration 10F: 3 clusters Score -8834683 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -8836848.000000 Penalty: 5540.717285
	Iteration 11Q: 3 clusters Score -8836848 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -8838970.000000 Penalty: 5540.717285
	Iteration 12Q: 3 clusters Score -8838970 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -8841134.000000 Penalty: 5540.717285
	Iteration 13Q: 3 clusters Score -8841134 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -8843153.000000 Penalty: 5540.717285
	Iteration 14Q: 3 clusters Score -8843153 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -8844561.000000 Penalty: 5540.717285
	Iteration 15Q: 3 clusters Score -8844561 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8845487.000000 Penalty: 5540.717285
	Iteration 16Q: 3 clusters Score -8845487 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8846217.000000 Penalty: 5540.717285
	Iteration 17Q: 3 clusters Score -8846217 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8846710.000000 Penalty: 5540.717285
	Iteration 18Q: 3 clusters Score -8846710 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8847044.000000 Penalty: 5540.717285
	Iteration 19Q: 3 clusters Score -8847044 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8847413.000000 Penalty: 5540.717285
	Iteration 20F: 3 clusters Score -8847413 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8847772.000000 Penalty: 5540.717285
	Iteration 21Q: 3 clusters Score -8847772 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8848031.000000 Penalty: 5540.717285
	Iteration 22Q: 3 clusters Score -8848031 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8848274.000000 Penalty: 5540.717285
	Iteration 23Q: 3 clusters Score -8848274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8848478.000000 Penalty: 5540.717285
	Iteration 24Q: 3 clusters Score -8848478 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8848583.000000 Penalty: 5540.717285
	Iteration 25Q: 3 clusters Score -8848583 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8848648.000000 Penalty: 5540.717285
	Iteration 26Q: 3 clusters Score -8848648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8848730.000000 Penalty: 5540.717285
	Iteration 27Q: 3 clusters Score -8848730 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8848759.000000 Penalty: 5540.717285
	Iteration 28Q: 3 clusters Score -8848759 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8848769.000000 Penalty: 5540.717285
	Iteration 29Q: 3 clusters Score -8848769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8848773.000000 Penalty: 5540.717285
	Iteration 30Q: 3 clusters Score -8848773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5540.717285
	Iteration 31Q: 3 clusters Score -8848782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8848789.000000 Penalty: 5540.717285
	Iteration 32Q: 3 clusters Score -8848789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8848790.000000 Penalty: 5540.717285
	Iteration 33Q: 3 clusters Score -8848790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8848796.000000 Penalty: 5540.717285
	Iteration 34Q: 3 clusters Score -8848796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5540.717285
	Iteration 35Q: 3 clusters Score -8848801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5540.717285
	Iteration 36Q: 3 clusters Score -8848812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5540.717285
	Iteration 37Q: 3 clusters Score -8848812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8848810.000000 Penalty: 5540.717285
	Iteration 38Q: 3 clusters Score -8848810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8848810.000000 Penalty: 5540.717285
	Iteration 39Q: 3 clusters Score -8848810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8848825.000000 Penalty: 5540.717285
	Iteration 40F: 3 clusters Score -8848825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8848831.000000 Penalty: 5540.717285
	Iteration 41Q: 3 clusters Score -8848831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -8848847.000000 Penalty: 5540.717285
	Iteration 42Q: 3 clusters Score -8848847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8848846.000000 Penalty: 5540.717285
	Iteration 43Q: 3 clusters Score -8848846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8848837.000000 Penalty: 5540.717285
	Iteration 44Q: 3 clusters Score -8848837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8848840.000000 Penalty: 5540.717285
	Iteration 45Q: 3 clusters Score -8848840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8848841.000000 Penalty: 5540.717285
	Iteration 46Q: 3 clusters Score -8848841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8848852.000000 Penalty: 5540.717285
	Iteration 47Q: 3 clusters Score -8848852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8848860.000000 Penalty: 5540.717285
	Iteration 48Q: 3 clusters Score -8848860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8848860.000000 Penalty: 5540.717285
	Iteration 49Q: 3 clusters Score -8848860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8848877.000000 Penalty: 5540.717285
	Iteration 50Q: 3 clusters Score -8848877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8848876.000000 Penalty: 5540.717285
	Iteration 51Q: 3 clusters Score -8848876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8848880.000000 Penalty: 5540.717285
	Iteration 52Q: 3 clusters Score -8848880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8848875.000000 Penalty: 5540.717285
	Iteration 53Q: 3 clusters Score -8848875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8848876.000000 Penalty: 5540.717285
	Iteration 54Q: 3 clusters Score -8848876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8848876.000000 Penalty: 5540.717285
	Iteration 55F: 3 clusters Score -8848876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Entering Unmasked Estep 
Score: -5955035.000000 Penalty: 2671.912109
	Iteration 0F: 2 clusters Score -5955035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5922852.500000 Penalty: 5343.824219
	Iteration 0F: 3 clusters Score -5922852 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5935526.500000 Penalty: 5343.824219
	Iteration 1F: 3 clusters Score -5935526 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -5936906.500000 Penalty: 5343.824219
	Iteration 2F: 3 clusters Score -5936906 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5939087.000000 Penalty: 5343.824219
	Iteration 3F: 3 clusters Score -5939087 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5942272.000000 Penalty: 5343.824219
	Iteration 4F: 3 clusters Score -5942272 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5946061.000000 Penalty: 5343.824219
	Iteration 5F: 3 clusters Score -5946061 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -5949450.500000 Penalty: 5343.824219
	Iteration 6F: 3 clusters Score -5949450 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5951922.500000 Penalty: 5343.824219
	Iteration 7F: 3 clusters Score -5951922 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5953576.500000 Penalty: 5343.824219
	Iteration 8Q: 3 clusters Score -5953576 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5955029.000000 Penalty: 5343.824219
	Iteration 9Q: 3 clusters Score -5955029 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5956247.500000 Penalty: 5343.824219
	Iteration 10Q: 3 clusters Score -5956248 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5957104.500000 Penalty: 5343.824219
	Iteration 11Q: 3 clusters Score -5957104 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5957567.000000 Penalty: 5343.824219
	Iteration 12Q: 3 clusters Score -5957567 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5957807.500000 Penalty: 5343.824219
	Iteration 13Q: 3 clusters Score -5957808 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5957943.000000 Penalty: 5343.824219
	Iteration 14Q: 3 clusters Score -5957943 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5958009.000000 Penalty: 5343.824219
	Iteration 15Q: 3 clusters Score -5958009 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5958042.500000 Penalty: 5343.824219
	Iteration 16Q: 3 clusters Score -5958042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5958084.500000 Penalty: 5343.824219
	Iteration 17Q: 3 clusters Score -5958084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5958097.000000 Penalty: 5343.824219
	Iteration 18Q: 3 clusters Score -5958097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5958082.500000 Penalty: 5343.824219
	Iteration 19Q: 3 clusters Score -5958082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5958107.500000 Penalty: 5343.824219
	Iteration 20F: 3 clusters Score -5958108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5958114.500000 Penalty: 5343.824219
	Iteration 21Q: 3 clusters Score -5958114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5958116.500000 Penalty: 5343.824219
	Iteration 22Q: 3 clusters Score -5958116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5958111.000000 Penalty: 5343.824219
	Iteration 23Q: 3 clusters Score -5958111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5958112.500000 Penalty: 5343.824219
	Iteration 24Q: 3 clusters Score -5958112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5958122.500000 Penalty: 5343.824219
	Iteration 25Q: 3 clusters Score -5958122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5958106.500000 Penalty: 5343.824219
	Iteration 26Q: 3 clusters Score -5958106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5958104.000000 Penalty: 5343.824219
	Iteration 27Q: 3 clusters Score -5958104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5958104.500000 Penalty: 5343.824219
	Iteration 28Q: 3 clusters Score -5958104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5958101.500000 Penalty: 5343.824219
	Iteration 29Q: 3 clusters Score -5958102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5958114.000000 Penalty: 5343.824219
	Iteration 30Q: 3 clusters Score -5958114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5958112.000000 Penalty: 5343.824219
	Iteration 31Q: 3 clusters Score -5958112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5958114.500000 Penalty: 5343.824219
	Iteration 32Q: 3 clusters Score -5958114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5958111.000000 Penalty: 5343.824219
	Iteration 33Q: 3 clusters Score -5958111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5958101.500000 Penalty: 5343.824219
	Iteration 34Q: 3 clusters Score -5958102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5958104.500000 Penalty: 5343.824219
	Iteration 35Q: 3 clusters Score -5958104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5958108.500000 Penalty: 5343.824219
	Iteration 36Q: 3 clusters Score -5958108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5958104.500000 Penalty: 5343.824219
	Iteration 37Q: 3 clusters Score -5958104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5958103.000000 Penalty: 5343.824219
	Iteration 38Q: 3 clusters Score -5958103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -5958109.000000 Penalty: 5343.824219
	Iteration 39Q: 3 clusters Score -5958109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -5958109.000000 Penalty: 5343.824219
	Iteration 40F: 3 clusters Score -5958109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Entering Unmasked Estep 
Score: -134378400.000000 Penalty: 169189.093750
Splitting cluster 23 changes total score from -134340304.000000 to -134378400.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 24 (41362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Entering Unmasked Estep 
Score: -5125223.500000 Penalty: 2636.269043
	Iteration 0F: 2 clusters Score -5125224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5097144.500000 Penalty: 5272.538086
	Iteration 0F: 3 clusters Score -5097144 nChanged 18956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5107833.500000 Penalty: 5272.538086
	Iteration 1F: 3 clusters Score -5107834 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5108819.000000 Penalty: 5272.538086
	Iteration 2F: 3 clusters Score -5108819 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5110130.500000 Penalty: 5272.538086
	Iteration 3F: 3 clusters Score -5110130 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -5111780.500000 Penalty: 5272.538086
	Iteration 4F: 3 clusters Score -5111780 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5114018.000000 Penalty: 5272.538086
	Iteration 5F: 3 clusters Score -5114018 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -5116542.000000 Penalty: 5272.538086
	Iteration 6F: 3 clusters Score -5116542 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -5119101.000000 Penalty: 5272.538086
	Iteration 7F: 3 clusters Score -5119101 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -5121160.500000 Penalty: 5272.538086
	Iteration 8F: 3 clusters Score -5121160 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5122438.000000 Penalty: 5272.538086
	Iteration 9Q: 3 clusters Score -5122438 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5123153.500000 Penalty: 5272.538086
	Iteration 10Q: 3 clusters Score -5123154 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5123537.500000 Penalty: 5272.538086
	Iteration 11Q: 3 clusters Score -5123538 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -5123738.000000 Penalty: 5272.538086
	Iteration 12Q: 3 clusters Score -5123738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5123849.500000 Penalty: 5272.538086
	Iteration 13Q: 3 clusters Score -5123850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5123947.500000 Penalty: 5272.538086
	Iteration 14Q: 3 clusters Score -5123948 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5124005.500000 Penalty: 5272.538086
	Iteration 15Q: 3 clusters Score -5124006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5124047.000000 Penalty: 5272.538086
	Iteration 16Q: 3 clusters Score -5124047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5124071.000000 Penalty: 5272.538086
	Iteration 17Q: 3 clusters Score -5124071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5124086.500000 Penalty: 5272.538086
	Iteration 18Q: 3 clusters Score -5124086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5124120.000000 Penalty: 5272.538086
	Iteration 19Q: 3 clusters Score -5124120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -5124135.000000 Penalty: 5272.538086
	Iteration 20F: 3 clusters Score -5124135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5124145.000000 Penalty: 5272.538086
	Iteration 21Q: 3 clusters Score -5124145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5124156.500000 Penalty: 5272.538086
	Iteration 22Q: 3 clusters Score -5124156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5124159.500000 Penalty: 5272.538086
	Iteration 23Q: 3 clusters Score -5124160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5124161.500000 Penalty: 5272.538086
	Iteration 24Q: 3 clusters Score -5124162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5124170.500000 Penalty: 5272.538086
	Iteration 25Q: 3 clusters Score -5124170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -5124181.000000 Penalty: 5272.538086
	Iteration 26Q: 3 clusters Score -5124181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5124190.500000 Penalty: 5272.538086
	Iteration 27Q: 3 clusters Score -5124190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5124195.500000 Penalty: 5272.538086
	Iteration 28Q: 3 clusters Score -5124196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -5124207.500000 Penalty: 5272.538086
	Iteration 29Q: 3 clusters Score -5124208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5124209.500000 Penalty: 5272.538086
	Iteration 30Q: 3 clusters Score -5124210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5124209.000000 Penalty: 5272.538086
	Iteration 31Q: 3 clusters Score -5124209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5124216.000000 Penalty: 5272.538086
	Iteration 32Q: 3 clusters Score -5124216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5124219.500000 Penalty: 5272.538086
	Iteration 33Q: 3 clusters Score -5124220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -5124229.000000 Penalty: 5272.538086
	Iteration 34Q: 3 clusters Score -5124229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5124231.000000 Penalty: 5272.538086
	Iteration 35Q: 3 clusters Score -5124231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5124223.500000 Penalty: 5272.538086
	Iteration 36Q: 3 clusters Score -5124224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5124227.500000 Penalty: 5272.538086
	Iteration 37Q: 3 clusters Score -5124228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5124227.000000 Penalty: 5272.538086
	Iteration 38Q: 3 clusters Score -5124227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5124233.500000 Penalty: 5272.538086
	Iteration 39Q: 3 clusters Score -5124234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -5124234.500000 Penalty: 5272.538086
	Iteration 40F: 3 clusters Score -5124234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -5124240.000000 Penalty: 5272.538086
	Iteration 41Q: 3 clusters Score -5124240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5124246.000000 Penalty: 5272.538086
	Iteration 42Q: 3 clusters Score -5124246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5124232.000000 Penalty: 5272.538086
	Iteration 43Q: 3 clusters Score -5124232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5124240.000000 Penalty: 5272.538086
	Iteration 44Q: 3 clusters Score -5124240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5124240.500000 Penalty: 5272.538086
	Iteration 45Q: 3 clusters Score -5124240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5124243.000000 Penalty: 5272.538086
	Iteration 46Q: 3 clusters Score -5124243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5124244.500000 Penalty: 5272.538086
	Iteration 47Q: 3 clusters Score -5124244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5124244.500000 Penalty: 5272.538086
	Iteration 48Q: 3 clusters Score -5124244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5124239.500000 Penalty: 5272.538086
	Iteration 49Q: 3 clusters Score -5124240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5124243.500000 Penalty: 5272.538086
	Iteration 50Q: 3 clusters Score -5124244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5124236.000000 Penalty: 5272.538086
	Iteration 51Q: 3 clusters Score -5124236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5124236.000000 Penalty: 5272.538086
	Iteration 52F: 3 clusters Score -5124236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1184851.750000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1184852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1176825.250000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1176825 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1179790.125000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1179790 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1180721.875000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1180722 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1181654.250000 Penalty: 4597.557617
	Iteration 3F: 3 clusters Score -1181654 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1182402.875000 Penalty: 4597.557617
	Iteration 4F: 3 clusters Score -1182403 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1182883.375000 Penalty: 4597.557617
	Iteration 5F: 3 clusters Score -1182883 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1183173.125000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -1183173 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1183374.625000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -1183375 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1183522.125000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1183522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1183627.875000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1183628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1183714.250000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1183714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1183788.000000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1183788 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1183872.500000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1183872 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1183959.000000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1183959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1184028.125000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1184028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1184072.625000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1184073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1184115.875000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1184116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1184159.000000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1184159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1184193.000000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1184193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1184229.875000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1184230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1184251.750000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1184252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1184276.250000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1184276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1184286.625000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1184287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1184302.000000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1184302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1184302.250000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1184302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1184308.125000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1184308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1184313.875000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1184314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1184322.000000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1184322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1184324.250000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -1184324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1184325.875000 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -1184326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1184328.375000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -1184328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1184330.125000 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -1184330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1184331.375000 Penalty: 4597.557617
	Iteration 32Q: 3 clusters Score -1184331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1184332.125000 Penalty: 4597.557617
	Iteration 33Q: 3 clusters Score -1184332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1184333.875000 Penalty: 4597.557617
	Iteration 34Q: 3 clusters Score -1184334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1184331.250000 Penalty: 4597.557617
	Iteration 35Q: 3 clusters Score -1184331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1184332.000000 Penalty: 4597.557617
	Iteration 36Q: 3 clusters Score -1184332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1184331.375000 Penalty: 4597.557617
	Iteration 37Q: 3 clusters Score -1184331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1184332.375000 Penalty: 4597.557617
	Iteration 38Q: 3 clusters Score -1184332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1184332.000000 Penalty: 4597.557617
	Iteration 39Q: 3 clusters Score -1184332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1184331.500000 Penalty: 4597.557617
	Iteration 40F: 3 clusters Score -1184332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1184334.250000 Penalty: 4597.557617
	Iteration 41Q: 3 clusters Score -1184334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1184334.250000 Penalty: 4597.557617
	Iteration 42F: 3 clusters Score -1184334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -637557.750000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -637557.8 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 2620 members 
Entering Unmasked Estep 
Score: -632798.562500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -632798.6 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -634270.437500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -634270.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -635430.250000 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -635430.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -637274.500000 Penalty: 4261.504883
	Iteration 3F: 3 clusters Score -637274.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -639256.750000 Penalty: 4261.504883
	Iteration 4F: 3 clusters Score -639256.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -641084.437500 Penalty: 4261.504883
	Iteration 5F: 3 clusters Score -641084.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -641936.375000 Penalty: 4261.504883
	Iteration 6F: 3 clusters Score -641936.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -642245.687500 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -642245.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -642398.750000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -642398.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -642578.187500 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -642578.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -642881.500000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -642881.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -643183.000000 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -643183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -643322.125000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -643322.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -643408.500000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -643408.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -643474.000000 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -643474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -643501.937500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -643501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -643521.187500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -643521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -643528.750000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -643528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -643532.937500 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -643532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -643534.687500 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -643534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -643536.625000 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -643536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -643536.562500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -643536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -643536.562500 Penalty: 4261.504883
	Iteration 22F: 3 clusters Score -643536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Entering Unmasked Estep 
Score: -134382896.000000 Penalty: 172641.937500
Splitting cluster 26 changes total score from -134340304.000000 to -134382896.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 27 (103101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Entering Unmasked Estep 
Score: -12961763.000000 Penalty: 2862.779297
	Iteration 0F: 2 clusters Score -1.296176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -12893209.000000 Penalty: 5725.558594
	Iteration 0F: 3 clusters Score -1.289321e+07 nChanged 48496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -12920721.000000 Penalty: 5725.558594
	Iteration 1F: 3 clusters Score -1.292072e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -12921573.000000 Penalty: 5725.558594
	Iteration 2Q: 3 clusters Score -1.292157e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -12922827.000000 Penalty: 5725.558594
	Iteration 3Q: 3 clusters Score -1.292283e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -12924443.000000 Penalty: 5725.558594
	Iteration 4Q: 3 clusters Score -1.292444e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -12926759.000000 Penalty: 5725.558594
	Iteration 5Q: 3 clusters Score -1.292676e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12930094.000000 Penalty: 5725.558594
	Iteration 6F: 3 clusters Score -1.293009e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -12934240.000000 Penalty: 5725.558594
	Iteration 7F: 3 clusters Score -1.293424e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -12939483.000000 Penalty: 5725.558594
	Iteration 8F: 3 clusters Score -1.293948e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -12945355.000000 Penalty: 5725.558594
	Iteration 9F: 3 clusters Score -1.294536e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -12950685.000000 Penalty: 5725.558594
	Iteration 10F: 3 clusters Score -1.295068e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -12954624.000000 Penalty: 5725.558594
	Iteration 11Q: 3 clusters Score -1.295462e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -12956945.000000 Penalty: 5725.558594
	Iteration 12Q: 3 clusters Score -1.295694e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -12958108.000000 Penalty: 5725.558594
	Iteration 13Q: 3 clusters Score -1.295811e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -12958620.000000 Penalty: 5725.558594
	Iteration 14Q: 3 clusters Score -1.295862e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -12958982.000000 Penalty: 5725.558594
	Iteration 15Q: 3 clusters Score -1.295898e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -12959105.000000 Penalty: 5725.558594
	Iteration 16Q: 3 clusters Score -1.29591e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -12959193.000000 Penalty: 5725.558594
	Iteration 17Q: 3 clusters Score -1.295919e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -12959275.000000 Penalty: 5725.558594
	Iteration 18Q: 3 clusters Score -1.295928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -12959325.000000 Penalty: 5725.558594
	Iteration 19Q: 3 clusters Score -1.295932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -12959353.000000 Penalty: 5725.558594
	Iteration 20F: 3 clusters Score -1.295935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -12959378.000000 Penalty: 5725.558594
	Iteration 21Q: 3 clusters Score -1.295938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -12959387.000000 Penalty: 5725.558594
	Iteration 22Q: 3 clusters Score -1.295939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -12959402.000000 Penalty: 5725.558594
	Iteration 23Q: 3 clusters Score -1.29594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -12959405.000000 Penalty: 5725.558594
	Iteration 24Q: 3 clusters Score -1.29594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -12959419.000000 Penalty: 5725.558594
	Iteration 25Q: 3 clusters Score -1.295942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -12959414.000000 Penalty: 5725.558594
	Iteration 26Q: 3 clusters Score -1.295941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -12959423.000000 Penalty: 5725.558594
	Iteration 27Q: 3 clusters Score -1.295942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -12959423.000000 Penalty: 5725.558594
	Iteration 28F: 3 clusters Score -1.295942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Entering Unmasked Estep 
Score: -4139323.750000 Penalty: 2588.861328
	Iteration 0F: 2 clusters Score -4139324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4116038.250000 Penalty: 5177.722656
	Iteration 0F: 3 clusters Score -4116038 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4125166.250000 Penalty: 5177.722656
	Iteration 1F: 3 clusters Score -4125166 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4127075.750000 Penalty: 5177.722656
	Iteration 2F: 3 clusters Score -4127076 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4129850.000000 Penalty: 5177.722656
	Iteration 3F: 3 clusters Score -4129850 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4132920.500000 Penalty: 5177.722656
	Iteration 4F: 3 clusters Score -4132920 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4136205.250000 Penalty: 5177.722656
	Iteration 5F: 3 clusters Score -4136205 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4139066.500000 Penalty: 5177.722656
	Iteration 6F: 3 clusters Score -4139066 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4140858.500000 Penalty: 5177.722656
	Iteration 7F: 3 clusters Score -4140858 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4142049.750000 Penalty: 5177.722656
	Iteration 8Q: 3 clusters Score -4142050 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4143013.750000 Penalty: 5177.722656
	Iteration 9Q: 3 clusters Score -4143014 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4143775.250000 Penalty: 5177.722656
	Iteration 10Q: 3 clusters Score -4143775 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4144502.750000 Penalty: 5177.722656
	Iteration 11Q: 3 clusters Score -4144503 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4145118.000000 Penalty: 5177.722656
	Iteration 12Q: 3 clusters Score -4145118 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4145605.750000 Penalty: 5177.722656
	Iteration 13Q: 3 clusters Score -4145606 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4145907.500000 Penalty: 5177.722656
	Iteration 14Q: 3 clusters Score -4145908 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4146121.500000 Penalty: 5177.722656
	Iteration 15Q: 3 clusters Score -4146122 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4146297.500000 Penalty: 5177.722656
	Iteration 16Q: 3 clusters Score -4146298 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4146425.500000 Penalty: 5177.722656
	Iteration 17Q: 3 clusters Score -4146426 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4146545.750000 Penalty: 5177.722656
	Iteration 18Q: 3 clusters Score -4146546 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4146640.500000 Penalty: 5177.722656
	Iteration 19Q: 3 clusters Score -4146640 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4146688.750000 Penalty: 5177.722656
	Iteration 20F: 3 clusters Score -4146689 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4146731.000000 Penalty: 5177.722656
	Iteration 21Q: 3 clusters Score -4146731 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4146749.500000 Penalty: 5177.722656
	Iteration 22Q: 3 clusters Score -4146750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4146774.250000 Penalty: 5177.722656
	Iteration 23Q: 3 clusters Score -4146774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4146787.500000 Penalty: 5177.722656
	Iteration 24Q: 3 clusters Score -4146788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4146811.000000 Penalty: 5177.722656
	Iteration 25Q: 3 clusters Score -4146811 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4146823.750000 Penalty: 5177.722656
	Iteration 26Q: 3 clusters Score -4146824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4146845.750000 Penalty: 5177.722656
	Iteration 27Q: 3 clusters Score -4146846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4146856.000000 Penalty: 5177.722656
	Iteration 28Q: 3 clusters Score -4146856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4146860.750000 Penalty: 5177.722656
	Iteration 29Q: 3 clusters Score -4146861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4146872.250000 Penalty: 5177.722656
	Iteration 30Q: 3 clusters Score -4146872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4146881.500000 Penalty: 5177.722656
	Iteration 31Q: 3 clusters Score -4146882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4146891.250000 Penalty: 5177.722656
	Iteration 32Q: 3 clusters Score -4146891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4146907.500000 Penalty: 5177.722656
	Iteration 33Q: 3 clusters Score -4146908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4146937.500000 Penalty: 5177.722656
	Iteration 34Q: 3 clusters Score -4146938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4146985.250000 Penalty: 5177.722656
	Iteration 35Q: 3 clusters Score -4146985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4147037.250000 Penalty: 5177.722656
	Iteration 36Q: 3 clusters Score -4147037 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4147078.500000 Penalty: 5177.722656
	Iteration 37Q: 3 clusters Score -4147078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4147149.250000 Penalty: 5177.722656
	Iteration 38Q: 3 clusters Score -4147149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4147177.500000 Penalty: 5177.722656
	Iteration 39Q: 3 clusters Score -4147178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4147225.250000 Penalty: 5177.722656
	Iteration 40F: 3 clusters Score -4147225 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4147278.000000 Penalty: 5177.722656
	Iteration 41Q: 3 clusters Score -4147278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4147361.250000 Penalty: 5177.722656
	Iteration 42Q: 3 clusters Score -4147361 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4147407.750000 Penalty: 5177.722656
	Iteration 43Q: 3 clusters Score -4147408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4147453.750000 Penalty: 5177.722656
	Iteration 44Q: 3 clusters Score -4147454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4147481.250000 Penalty: 5177.722656
	Iteration 45Q: 3 clusters Score -4147481 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -4147500.250000 Penalty: 5177.722656
	Iteration 46Q: 3 clusters Score -4147500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4147527.500000 Penalty: 5177.722656
	Iteration 47Q: 3 clusters Score -4147528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4147522.750000 Penalty: 5177.722656
	Iteration 48Q: 3 clusters Score -4147523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -4147532.000000 Penalty: 5177.722656
	Iteration 49Q: 3 clusters Score -4147532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4147555.000000 Penalty: 5177.722656
	Iteration 50Q: 3 clusters Score -4147555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -4147563.750000 Penalty: 5177.722656
	Iteration 51Q: 3 clusters Score -4147564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4147576.750000 Penalty: 5177.722656
	Iteration 52Q: 3 clusters Score -4147577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4147579.500000 Penalty: 5177.722656
	Iteration 53Q: 3 clusters Score -4147580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4147588.250000 Penalty: 5177.722656
	Iteration 54Q: 3 clusters Score -4147588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4147598.500000 Penalty: 5177.722656
	Iteration 55Q: 3 clusters Score -4147598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4147615.500000 Penalty: 5177.722656
	Iteration 56Q: 3 clusters Score -4147616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4147617.250000 Penalty: 5177.722656
	Iteration 57Q: 3 clusters Score -4147617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4147614.250000 Penalty: 5177.722656
	Iteration 58Q: 3 clusters Score -4147614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4147620.750000 Penalty: 5177.722656
	Iteration 59Q: 3 clusters Score -4147621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4147627.250000 Penalty: 5177.722656
	Iteration 60F: 3 clusters Score -4147627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4147630.250000 Penalty: 5177.722656
	Iteration 61Q: 3 clusters Score -4147630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4147618.250000 Penalty: 5177.722656
	Iteration 62Q: 3 clusters Score -4147618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4147624.750000 Penalty: 5177.722656
	Iteration 63Q: 3 clusters Score -4147625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4147626.500000 Penalty: 5177.722656
	Iteration 64Q: 3 clusters Score -4147626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4147629.500000 Penalty: 5177.722656
	Iteration 65Q: 3 clusters Score -4147630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4147634.250000 Penalty: 5177.722656
	Iteration 66Q: 3 clusters Score -4147634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4147640.750000 Penalty: 5177.722656
	Iteration 67Q: 3 clusters Score -4147641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4147639.000000 Penalty: 5177.722656
	Iteration 68Q: 3 clusters Score -4147639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4147649.000000 Penalty: 5177.722656
	Iteration 69Q: 3 clusters Score -4147649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4147641.750000 Penalty: 5177.722656
	Iteration 70Q: 3 clusters Score -4147642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4147639.750000 Penalty: 5177.722656
	Iteration 71Q: 3 clusters Score -4147640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4147641.000000 Penalty: 5177.722656
	Iteration 72Q: 3 clusters Score -4147641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -4147637.750000 Penalty: 5177.722656
	Iteration 73Q: 3 clusters Score -4147638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4147645.000000 Penalty: 5177.722656
	Iteration 74Q: 3 clusters Score -4147645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4147646.000000 Penalty: 5177.722656
	Iteration 75Q: 3 clusters Score -4147646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4147642.000000 Penalty: 5177.722656
	Iteration 76Q: 3 clusters Score -4147642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4147639.500000 Penalty: 5177.722656
	Iteration 77Q: 3 clusters Score -4147640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4147640.000000 Penalty: 5177.722656
	Iteration 78Q: 3 clusters Score -4147640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4147636.000000 Penalty: 5177.722656
	Iteration 79Q: 3 clusters Score -4147636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4147628.250000 Penalty: 5177.722656
	Iteration 80F: 3 clusters Score -4147628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4147632.250000 Penalty: 5177.722656
	Iteration 81Q: 3 clusters Score -4147632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4147638.250000 Penalty: 5177.722656
	Iteration 82Q: 3 clusters Score -4147638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4147644.250000 Penalty: 5177.722656
	Iteration 83Q: 3 clusters Score -4147644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4147651.250000 Penalty: 5177.722656
	Iteration 84Q: 3 clusters Score -4147651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4147651.000000 Penalty: 5177.722656
	Iteration 85Q: 3 clusters Score -4147651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4147655.000000 Penalty: 5177.722656
	Iteration 86Q: 3 clusters Score -4147655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4147656.750000 Penalty: 5177.722656
	Iteration 87Q: 3 clusters Score -4147657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4147656.500000 Penalty: 5177.722656
	Iteration 88Q: 3 clusters Score -4147656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4147662.500000 Penalty: 5177.722656
	Iteration 89Q: 3 clusters Score -4147662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4147669.250000 Penalty: 5177.722656
	Iteration 90Q: 3 clusters Score -4147669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4147670.250000 Penalty: 5177.722656
	Iteration 91Q: 3 clusters Score -4147670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4147670.000000 Penalty: 5177.722656
	Iteration 92Q: 3 clusters Score -4147670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4147680.750000 Penalty: 5177.722656
	Iteration 93Q: 3 clusters Score -4147681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4147692.250000 Penalty: 5177.722656
	Iteration 94Q: 3 clusters Score -4147692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4147704.500000 Penalty: 5177.722656
	Iteration 95Q: 3 clusters Score -4147704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4147720.250000 Penalty: 5177.722656
	Iteration 96Q: 3 clusters Score -4147720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4147741.250000 Penalty: 5177.722656
	Iteration 97Q: 3 clusters Score -4147741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4147753.500000 Penalty: 5177.722656
	Iteration 98Q: 3 clusters Score -4147754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4147766.000000 Penalty: 5177.722656
	Iteration 99Q: 3 clusters Score -4147766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4147775.250000 Penalty: 5177.722656
	Iteration 100F: 3 clusters Score -4147775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4147803.750000 Penalty: 5177.722656
	Iteration 101Q: 3 clusters Score -4147804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4147806.000000 Penalty: 5177.722656
	Iteration 102Q: 3 clusters Score -4147806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4147816.250000 Penalty: 5177.722656
	Iteration 103Q: 3 clusters Score -4147816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4147825.250000 Penalty: 5177.722656
	Iteration 104Q: 3 clusters Score -4147825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4147827.000000 Penalty: 5177.722656
	Iteration 105Q: 3 clusters Score -4147827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4147825.750000 Penalty: 5177.722656
	Iteration 106Q: 3 clusters Score -4147826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4147840.750000 Penalty: 5177.722656
	Iteration 107Q: 3 clusters Score -4147841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4147843.250000 Penalty: 5177.722656
	Iteration 108Q: 3 clusters Score -4147843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4147844.750000 Penalty: 5177.722656
	Iteration 109Q: 3 clusters Score -4147845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4147844.250000 Penalty: 5177.722656
	Iteration 110Q: 3 clusters Score -4147844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4147841.250000 Penalty: 5177.722656
	Iteration 111Q: 3 clusters Score -4147841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4147842.750000 Penalty: 5177.722656
	Iteration 112Q: 3 clusters Score -4147843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4147844.000000 Penalty: 5177.722656
	Iteration 113Q: 3 clusters Score -4147844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4147844.750000 Penalty: 5177.722656
	Iteration 114Q: 3 clusters Score -4147845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4147844.750000 Penalty: 5177.722656
	Iteration 115F: 3 clusters Score -4147845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Entering Unmasked Estep 
Score: -134390992.000000 Penalty: 176094.781250
Splitting cluster 28 changes total score from -134340304.000000 to -134390992.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 29 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -125933.437500 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -125933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -124050.859375 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -124050.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125589.656250 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -125589.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127414.398438 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -127414.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129916.398438 Penalty: 3666.753174
	Iteration 3F: 3 clusters Score -129916.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130759.726562 Penalty: 3666.753174
	Iteration 4F: 3 clusters Score -130759.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131356.390625 Penalty: 3666.753174
	Iteration 5F: 3 clusters Score -131356.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131680.062500 Penalty: 3666.753174
	Iteration 6Q: 3 clusters Score -131680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131816.703125 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -131816.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131920.968750 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -131921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131952.656250 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -131952.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132013.546875 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -132013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132135.843750 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -132135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132233.234375 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -132233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -132278.875000 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -132278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -132300.437500 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -132300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132323.546875 Penalty: 3666.753174
	Iteration 15Q: 3 clusters Score -132323.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132370.484375 Penalty: 3666.753174
	Iteration 16Q: 3 clusters Score -132370.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132431.031250 Penalty: 3666.753174
	Iteration 17Q: 3 clusters Score -132431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132477.531250 Penalty: 3666.753174
	Iteration 18Q: 3 clusters Score -132477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132559.500000 Penalty: 3666.753174
	Iteration 19Q: 3 clusters Score -132559.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -132797.203125 Penalty: 3666.753174
	Iteration 20F: 3 clusters Score -132797.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133280.625000 Penalty: 3666.753174
	Iteration 21Q: 3 clusters Score -133280.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133582.078125 Penalty: 3666.753174
	Iteration 22Q: 3 clusters Score -133582.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133786.375000 Penalty: 3666.753174
	Iteration 23Q: 3 clusters Score -133786.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -133950.703125 Penalty: 3666.753174
	Iteration 24Q: 3 clusters Score -133950.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -134085.765625 Penalty: 3666.753174
	Iteration 25Q: 3 clusters Score -134085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -134127.890625 Penalty: 3666.753174
	Iteration 26Q: 3 clusters Score -134127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -134157.796875 Penalty: 3666.753174
	Iteration 27Q: 3 clusters Score -134157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -134187.156250 Penalty: 3666.753174
	Iteration 28Q: 3 clusters Score -134187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -134194.453125 Penalty: 3666.753174
	Iteration 29Q: 3 clusters Score -134194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134201.265625 Penalty: 3666.753174
	Iteration 30Q: 3 clusters Score -134201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -134206.953125 Penalty: 3666.753174
	Iteration 31Q: 3 clusters Score -134207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -134208.390625 Penalty: 3666.753174
	Iteration 32Q: 3 clusters Score -134208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134209.921875 Penalty: 3666.753174
	Iteration 33Q: 3 clusters Score -134209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134209.921875 Penalty: 3666.753174
	Iteration 34F: 3 clusters Score -134209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Entering Unmasked Estep 
Score: -134398192.000000 Penalty: 179547.625000
Splitting cluster 29 changes total score from -134340304.000000 to -134398192.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (11313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Entering Unmasked Estep 
Score: -1392971.750000 Penalty: 2314.759521
	Iteration 0F: 2 clusters Score -1392972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1384560.500000 Penalty: 4629.519043
	Iteration 0F: 3 clusters Score -1384560 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1387189.000000 Penalty: 4629.519043
	Iteration 1F: 3 clusters Score -1387189 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1387773.750000 Penalty: 4629.519043
	Iteration 2F: 3 clusters Score -1387774 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1388686.500000 Penalty: 4629.519043
	Iteration 3F: 3 clusters Score -1388686 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1389896.750000 Penalty: 4629.519043
	Iteration 4F: 3 clusters Score -1389897 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1390894.500000 Penalty: 4629.519043
	Iteration 5F: 3 clusters Score -1390894 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1391487.875000 Penalty: 4629.519043
	Iteration 6F: 3 clusters Score -1391488 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1391726.125000 Penalty: 4629.519043
	Iteration 7Q: 3 clusters Score -1391726 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1391834.750000 Penalty: 4629.519043
	Iteration 8Q: 3 clusters Score -1391835 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1391892.375000 Penalty: 4629.519043
	Iteration 9Q: 3 clusters Score -1391892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1391922.875000 Penalty: 4629.519043
	Iteration 10Q: 3 clusters Score -1391923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1391947.250000 Penalty: 4629.519043
	Iteration 11Q: 3 clusters Score -1391947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1391966.625000 Penalty: 4629.519043
	Iteration 12Q: 3 clusters Score -1391967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1391979.500000 Penalty: 4629.519043
	Iteration 13Q: 3 clusters Score -1391980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1391994.125000 Penalty: 4629.519043
	Iteration 14Q: 3 clusters Score -1391994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1392005.000000 Penalty: 4629.519043
	Iteration 15Q: 3 clusters Score -1392005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1392016.500000 Penalty: 4629.519043
	Iteration 16Q: 3 clusters Score -1392016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1392026.750000 Penalty: 4629.519043
	Iteration 17Q: 3 clusters Score -1392027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1392030.750000 Penalty: 4629.519043
	Iteration 18Q: 3 clusters Score -1392031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1392030.125000 Penalty: 4629.519043
	Iteration 19Q: 3 clusters Score -1392030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1392033.250000 Penalty: 4629.519043
	Iteration 20F: 3 clusters Score -1392033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1392035.125000 Penalty: 4629.519043
	Iteration 21Q: 3 clusters Score -1392035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1392041.875000 Penalty: 4629.519043
	Iteration 22Q: 3 clusters Score -1392042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1392042.750000 Penalty: 4629.519043
	Iteration 23Q: 3 clusters Score -1392043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1392044.500000 Penalty: 4629.519043
	Iteration 24Q: 3 clusters Score -1392044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1392050.750000 Penalty: 4629.519043
	Iteration 25Q: 3 clusters Score -1392051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1392052.750000 Penalty: 4629.519043
	Iteration 26Q: 3 clusters Score -1392053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1392051.375000 Penalty: 4629.519043
	Iteration 27Q: 3 clusters Score -1392051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1392057.750000 Penalty: 4629.519043
	Iteration 28Q: 3 clusters Score -1392058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1392059.125000 Penalty: 4629.519043
	Iteration 29Q: 3 clusters Score -1392059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1392061.750000 Penalty: 4629.519043
	Iteration 30Q: 3 clusters Score -1392062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1392059.625000 Penalty: 4629.519043
	Iteration 31Q: 3 clusters Score -1392060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1392065.125000 Penalty: 4629.519043
	Iteration 32Q: 3 clusters Score -1392065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1392067.500000 Penalty: 4629.519043
	Iteration 33Q: 3 clusters Score -1392068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1392064.500000 Penalty: 4629.519043
	Iteration 34Q: 3 clusters Score -1392064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1392065.000000 Penalty: 4629.519043
	Iteration 35Q: 3 clusters Score -1392065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1392068.750000 Penalty: 4629.519043
	Iteration 36Q: 3 clusters Score -1392069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1392067.625000 Penalty: 4629.519043
	Iteration 37Q: 3 clusters Score -1392068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1392071.750000 Penalty: 4629.519043
	Iteration 38Q: 3 clusters Score -1392072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1392077.875000 Penalty: 4629.519043
	Iteration 39Q: 3 clusters Score -1392078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1392077.875000 Penalty: 4629.519043
	Iteration 40F: 3 clusters Score -1392078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1392084.125000 Penalty: 4629.519043
	Iteration 41Q: 3 clusters Score -1392084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1392090.500000 Penalty: 4629.519043
	Iteration 42Q: 3 clusters Score -1392090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1392090.125000 Penalty: 4629.519043
	Iteration 43Q: 3 clusters Score -1392090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1392095.250000 Penalty: 4629.519043
	Iteration 44Q: 3 clusters Score -1392095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1392096.750000 Penalty: 4629.519043
	Iteration 45Q: 3 clusters Score -1392097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1392101.125000 Penalty: 4629.519043
	Iteration 46Q: 3 clusters Score -1392101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1392104.125000 Penalty: 4629.519043
	Iteration 47Q: 3 clusters Score -1392104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1392103.625000 Penalty: 4629.519043
	Iteration 48Q: 3 clusters Score -1392104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1392104.000000 Penalty: 4629.519043
	Iteration 49Q: 3 clusters Score -1392104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1392106.750000 Penalty: 4629.519043
	Iteration 50Q: 3 clusters Score -1392107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1392106.000000 Penalty: 4629.519043
	Iteration 51Q: 3 clusters Score -1392106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1392108.000000 Penalty: 4629.519043
	Iteration 52Q: 3 clusters Score -1392108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1392110.500000 Penalty: 4629.519043
	Iteration 53Q: 3 clusters Score -1392110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1392113.000000 Penalty: 4629.519043
	Iteration 54Q: 3 clusters Score -1392113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1392117.875000 Penalty: 4629.519043
	Iteration 55Q: 3 clusters Score -1392118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1392117.000000 Penalty: 4629.519043
	Iteration 56Q: 3 clusters Score -1392117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1392121.125000 Penalty: 4629.519043
	Iteration 57Q: 3 clusters Score -1392121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1392127.125000 Penalty: 4629.519043
	Iteration 58Q: 3 clusters Score -1392127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1392128.375000 Penalty: 4629.519043
	Iteration 59Q: 3 clusters Score -1392128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1392126.250000 Penalty: 4629.519043
	Iteration 60F: 3 clusters Score -1392126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1392127.875000 Penalty: 4629.519043
	Iteration 61Q: 3 clusters Score -1392128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1392133.375000 Penalty: 4629.519043
	Iteration 62Q: 3 clusters Score -1392133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1392133.875000 Penalty: 4629.519043
	Iteration 63Q: 3 clusters Score -1392134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1392131.000000 Penalty: 4629.519043
	Iteration 64Q: 3 clusters Score -1392131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1392134.625000 Penalty: 4629.519043
	Iteration 65Q: 3 clusters Score -1392135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1392134.625000 Penalty: 4629.519043
	Iteration 66Q: 3 clusters Score -1392135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1392134.875000 Penalty: 4629.519043
	Iteration 67Q: 3 clusters Score -1392135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1392134.125000 Penalty: 4629.519043
	Iteration 68Q: 3 clusters Score -1392134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1392137.125000 Penalty: 4629.519043
	Iteration 69Q: 3 clusters Score -1392137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1392137.750000 Penalty: 4629.519043
	Iteration 70Q: 3 clusters Score -1392138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1392138.000000 Penalty: 4629.519043
	Iteration 71Q: 3 clusters Score -1392138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1392139.250000 Penalty: 4629.519043
	Iteration 72Q: 3 clusters Score -1392139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1392137.875000 Penalty: 4629.519043
	Iteration 73Q: 3 clusters Score -1392138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1392137.375000 Penalty: 4629.519043
	Iteration 74Q: 3 clusters Score -1392137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1392133.375000 Penalty: 4629.519043
	Iteration 75Q: 3 clusters Score -1392133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1392133.375000 Penalty: 4629.519043
	Iteration 76F: 3 clusters Score -1392133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -489657.218750 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -489657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -486388.218750 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -486388.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -487533.781250 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -487533.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -488657.656250 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -488657.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -489496.968750 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -489497 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -490241.250000 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -490241.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -490833.312500 Penalty: 3984.694336
	Iteration 5F: 3 clusters Score -490833.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -491121.687500 Penalty: 3984.694336
	Iteration 6F: 3 clusters Score -491121.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -491245.500000 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -491245.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -491323.468750 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -491323.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -491396.406250 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -491396.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -491480.218750 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -491480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -491602.687500 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -491602.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -491763.250000 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -491763.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -492007.906250 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -492007.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -492436.531250 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -492436.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -492551.000000 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -492551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -492569.625000 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -492569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -492576.812500 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -492576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -492580.406250 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -492580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -492580.843750 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -492580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -492580.843750 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -492580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2091 members 
Entering Unmasked Estep 
Score: -134399728.000000 Penalty: 183000.453125
Splitting cluster 31 changes total score from -134340304.000000 to -134399728.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 32 (27550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Entering Unmasked Estep 
Score: -3378789.750000 Penalty: 2535.491943
	Iteration 0F: 2 clusters Score -3378790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3359825.000000 Penalty: 5070.983887
	Iteration 0F: 3 clusters Score -3359825 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3367970.000000 Penalty: 5070.983887
	Iteration 1F: 3 clusters Score -3367970 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3370803.750000 Penalty: 5070.983887
	Iteration 2F: 3 clusters Score -3370804 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3374327.750000 Penalty: 5070.983887
	Iteration 3F: 3 clusters Score -3374328 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3377853.500000 Penalty: 5070.983887
	Iteration 4F: 3 clusters Score -3377854 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3380287.000000 Penalty: 5070.983887
	Iteration 5F: 3 clusters Score -3380287 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3381657.750000 Penalty: 5070.983887
	Iteration 6F: 3 clusters Score -3381658 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3382378.750000 Penalty: 5070.983887
	Iteration 7Q: 3 clusters Score -3382379 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3382802.500000 Penalty: 5070.983887
	Iteration 8Q: 3 clusters Score -3382802 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3383062.500000 Penalty: 5070.983887
	Iteration 9Q: 3 clusters Score -3383062 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3383211.250000 Penalty: 5070.983887
	Iteration 10Q: 3 clusters Score -3383211 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3383285.750000 Penalty: 5070.983887
	Iteration 11Q: 3 clusters Score -3383286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3383356.500000 Penalty: 5070.983887
	Iteration 12Q: 3 clusters Score -3383356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3383407.000000 Penalty: 5070.983887
	Iteration 13Q: 3 clusters Score -3383407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3383434.250000 Penalty: 5070.983887
	Iteration 14Q: 3 clusters Score -3383434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3383442.750000 Penalty: 5070.983887
	Iteration 15Q: 3 clusters Score -3383443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3383472.250000 Penalty: 5070.983887
	Iteration 16Q: 3 clusters Score -3383472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3383502.500000 Penalty: 5070.983887
	Iteration 17Q: 3 clusters Score -3383502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3383524.250000 Penalty: 5070.983887
	Iteration 18Q: 3 clusters Score -3383524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3383535.500000 Penalty: 5070.983887
	Iteration 19Q: 3 clusters Score -3383536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3383548.500000 Penalty: 5070.983887
	Iteration 20F: 3 clusters Score -3383548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3383567.500000 Penalty: 5070.983887
	Iteration 21Q: 3 clusters Score -3383568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3383573.500000 Penalty: 5070.983887
	Iteration 22Q: 3 clusters Score -3383574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3383586.500000 Penalty: 5070.983887
	Iteration 23Q: 3 clusters Score -3383586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3383591.500000 Penalty: 5070.983887
	Iteration 24Q: 3 clusters Score -3383592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3383604.000000 Penalty: 5070.983887
	Iteration 25Q: 3 clusters Score -3383604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3383619.500000 Penalty: 5070.983887
	Iteration 26Q: 3 clusters Score -3383620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3383623.500000 Penalty: 5070.983887
	Iteration 27Q: 3 clusters Score -3383624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3383623.250000 Penalty: 5070.983887
	Iteration 28Q: 3 clusters Score -3383623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3383638.500000 Penalty: 5070.983887
	Iteration 29Q: 3 clusters Score -3383638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3383643.500000 Penalty: 5070.983887
	Iteration 30Q: 3 clusters Score -3383644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3383661.500000 Penalty: 5070.983887
	Iteration 31Q: 3 clusters Score -3383662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3383671.750000 Penalty: 5070.983887
	Iteration 32Q: 3 clusters Score -3383672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3383687.000000 Penalty: 5070.983887
	Iteration 33Q: 3 clusters Score -3383687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3383685.500000 Penalty: 5070.983887
	Iteration 34Q: 3 clusters Score -3383686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3383683.250000 Penalty: 5070.983887
	Iteration 35Q: 3 clusters Score -3383683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3383691.250000 Penalty: 5070.983887
	Iteration 36Q: 3 clusters Score -3383691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3383699.750000 Penalty: 5070.983887
	Iteration 37Q: 3 clusters Score -3383700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3383701.000000 Penalty: 5070.983887
	Iteration 38Q: 3 clusters Score -3383701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3383712.250000 Penalty: 5070.983887
	Iteration 39Q: 3 clusters Score -3383712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3383719.250000 Penalty: 5070.983887
	Iteration 40F: 3 clusters Score -3383719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3383718.500000 Penalty: 5070.983887
	Iteration 41Q: 3 clusters Score -3383718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3383722.500000 Penalty: 5070.983887
	Iteration 42Q: 3 clusters Score -3383722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3383724.000000 Penalty: 5070.983887
	Iteration 43Q: 3 clusters Score -3383724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3383734.250000 Penalty: 5070.983887
	Iteration 44Q: 3 clusters Score -3383734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3383737.750000 Penalty: 5070.983887
	Iteration 45Q: 3 clusters Score -3383738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3383750.750000 Penalty: 5070.983887
	Iteration 46Q: 3 clusters Score -3383751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3383728.000000 Penalty: 5070.983887
	Iteration 47Q: 3 clusters Score -3383728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3383753.750000 Penalty: 5070.983887
	Iteration 48Q: 3 clusters Score -3383754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3383759.250000 Penalty: 5070.983887
	Iteration 49Q: 3 clusters Score -3383759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3383760.000000 Penalty: 5070.983887
	Iteration 50Q: 3 clusters Score -3383760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3383767.000000 Penalty: 5070.983887
	Iteration 51Q: 3 clusters Score -3383767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3383779.500000 Penalty: 5070.983887
	Iteration 52Q: 3 clusters Score -3383780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3383788.750000 Penalty: 5070.983887
	Iteration 53Q: 3 clusters Score -3383789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3383796.500000 Penalty: 5070.983887
	Iteration 54Q: 3 clusters Score -3383796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3383810.000000 Penalty: 5070.983887
	Iteration 55Q: 3 clusters Score -3383810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3383831.750000 Penalty: 5070.983887
	Iteration 56Q: 3 clusters Score -3383832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3383844.500000 Penalty: 5070.983887
	Iteration 57Q: 3 clusters Score -3383844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3383859.000000 Penalty: 5070.983887
	Iteration 58Q: 3 clusters Score -3383859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3383860.250000 Penalty: 5070.983887
	Iteration 59Q: 3 clusters Score -3383860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3383864.250000 Penalty: 5070.983887
	Iteration 60F: 3 clusters Score -3383864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3383869.000000 Penalty: 5070.983887
	Iteration 61Q: 3 clusters Score -3383869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3383877.500000 Penalty: 5070.983887
	Iteration 62Q: 3 clusters Score -3383878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3383890.750000 Penalty: 5070.983887
	Iteration 63Q: 3 clusters Score -3383891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3383893.250000 Penalty: 5070.983887
	Iteration 64Q: 3 clusters Score -3383893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3383900.500000 Penalty: 5070.983887
	Iteration 65Q: 3 clusters Score -3383900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3383908.500000 Penalty: 5070.983887
	Iteration 66Q: 3 clusters Score -3383908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3383921.000000 Penalty: 5070.983887
	Iteration 67Q: 3 clusters Score -3383921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3383930.750000 Penalty: 5070.983887
	Iteration 68Q: 3 clusters Score -3383931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3383936.000000 Penalty: 5070.983887
	Iteration 69Q: 3 clusters Score -3383936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3383942.500000 Penalty: 5070.983887
	Iteration 70Q: 3 clusters Score -3383942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3383946.000000 Penalty: 5070.983887
	Iteration 71Q: 3 clusters Score -3383946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3383945.000000 Penalty: 5070.983887
	Iteration 72Q: 3 clusters Score -3383945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3383947.250000 Penalty: 5070.983887
	Iteration 73Q: 3 clusters Score -3383947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3383966.250000 Penalty: 5070.983887
	Iteration 74Q: 3 clusters Score -3383966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3383964.250000 Penalty: 5070.983887
	Iteration 75Q: 3 clusters Score -3383964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3383958.750000 Penalty: 5070.983887
	Iteration 76Q: 3 clusters Score -3383959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3383969.000000 Penalty: 5070.983887
	Iteration 77Q: 3 clusters Score -3383969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3383968.000000 Penalty: 5070.983887
	Iteration 78Q: 3 clusters Score -3383968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3383973.250000 Penalty: 5070.983887
	Iteration 79Q: 3 clusters Score -3383973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3383976.500000 Penalty: 5070.983887
	Iteration 80F: 3 clusters Score -3383976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3383967.000000 Penalty: 5070.983887
	Iteration 81Q: 3 clusters Score -3383967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3383971.500000 Penalty: 5070.983887
	Iteration 82Q: 3 clusters Score -3383972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3383971.750000 Penalty: 5070.983887
	Iteration 83Q: 3 clusters Score -3383972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3383979.500000 Penalty: 5070.983887
	Iteration 84Q: 3 clusters Score -3383980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3383986.750000 Penalty: 5070.983887
	Iteration 85Q: 3 clusters Score -3383987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3383981.000000 Penalty: 5070.983887
	Iteration 86Q: 3 clusters Score -3383981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3383979.000000 Penalty: 5070.983887
	Iteration 87Q: 3 clusters Score -3383979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3383983.750000 Penalty: 5070.983887
	Iteration 88Q: 3 clusters Score -3383984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3383984.250000 Penalty: 5070.983887
	Iteration 89Q: 3 clusters Score -3383984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3383986.000000 Penalty: 5070.983887
	Iteration 90Q: 3 clusters Score -3383986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3383996.000000 Penalty: 5070.983887
	Iteration 91Q: 3 clusters Score -3383996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3383985.000000 Penalty: 5070.983887
	Iteration 92Q: 3 clusters Score -3383985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3383988.250000 Penalty: 5070.983887
	Iteration 93Q: 3 clusters Score -3383988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3383996.750000 Penalty: 5070.983887
	Iteration 94Q: 3 clusters Score -3383997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3384002.000000 Penalty: 5070.983887
	Iteration 95Q: 3 clusters Score -3384002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3383999.000000 Penalty: 5070.983887
	Iteration 96Q: 3 clusters Score -3383999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3384000.750000 Penalty: 5070.983887
	Iteration 97Q: 3 clusters Score -3384001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3384004.500000 Penalty: 5070.983887
	Iteration 98Q: 3 clusters Score -3384004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3384004.750000 Penalty: 5070.983887
	Iteration 99Q: 3 clusters Score -3384005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3384003.000000 Penalty: 5070.983887
	Iteration 100F: 3 clusters Score -3384003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3384005.500000 Penalty: 5070.983887
	Iteration 101Q: 3 clusters Score -3384006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3384001.750000 Penalty: 5070.983887
	Iteration 102Q: 3 clusters Score -3384002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3384005.500000 Penalty: 5070.983887
	Iteration 103Q: 3 clusters Score -3384006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3384005.250000 Penalty: 5070.983887
	Iteration 104Q: 3 clusters Score -3384005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3384001.750000 Penalty: 5070.983887
	Iteration 105Q: 3 clusters Score -3384002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3384001.750000 Penalty: 5070.983887
	Iteration 106F: 3 clusters Score -3384002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 17444 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2091 members 
Mstep: Class 54 contains 12474 members 
Entering Unmasked Estep 
Score: -134404448.000000 Penalty: 186453.296875
Splitting cluster 32 changes total score from -134340304.000000 to -134404448.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (17444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Entering Unmasked Estep 
Score: -2141022.500000 Penalty: 2422.154297
	Iteration 0F: 2 clusters Score -2141022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2128764.250000 Penalty: 4844.308594
	Iteration 0F: 3 clusters Score -2128764 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2133762.250000 Penalty: 4844.308594
	Iteration 1F: 3 clusters Score -2133762 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2136787.500000 Penalty: 4844.308594
	Iteration 2F: 3 clusters Score -2136788 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2140279.500000 Penalty: 4844.308594
	Iteration 3F: 3 clusters Score -2140280 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2142216.750000 Penalty: 4844.308594
	Iteration 4F: 3 clusters Score -2142217 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2142799.500000 Penalty: 4844.308594
	Iteration 5F: 3 clusters Score -2142800 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2142969.000000 Penalty: 4844.308594
	Iteration 6Q: 3 clusters Score -2142969 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2143039.000000 Penalty: 4844.308594
	Iteration 7Q: 3 clusters Score -2143039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2143084.750000 Penalty: 4844.308594
	Iteration 8Q: 3 clusters Score -2143085 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2143112.000000 Penalty: 4844.308594
	Iteration 9Q: 3 clusters Score -2143112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2143138.750000 Penalty: 4844.308594
	Iteration 10Q: 3 clusters Score -2143139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2143158.250000 Penalty: 4844.308594
	Iteration 11Q: 3 clusters Score -2143158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2143160.000000 Penalty: 4844.308594
	Iteration 12Q: 3 clusters Score -2143160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2143161.250000 Penalty: 4844.308594
	Iteration 13Q: 3 clusters Score -2143161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2143167.500000 Penalty: 4844.308594
	Iteration 14Q: 3 clusters Score -2143168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2143177.000000 Penalty: 4844.308594
	Iteration 15Q: 3 clusters Score -2143177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2143193.750000 Penalty: 4844.308594
	Iteration 16Q: 3 clusters Score -2143194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2143196.750000 Penalty: 4844.308594
	Iteration 17Q: 3 clusters Score -2143197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2143199.750000 Penalty: 4844.308594
	Iteration 18Q: 3 clusters Score -2143200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2143204.250000 Penalty: 4844.308594
	Iteration 19Q: 3 clusters Score -2143204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2143214.000000 Penalty: 4844.308594
	Iteration 20F: 3 clusters Score -2143214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2143215.750000 Penalty: 4844.308594
	Iteration 21Q: 3 clusters Score -2143216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2143221.250000 Penalty: 4844.308594
	Iteration 22Q: 3 clusters Score -2143221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2143226.000000 Penalty: 4844.308594
	Iteration 23Q: 3 clusters Score -2143226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2143234.000000 Penalty: 4844.308594
	Iteration 24Q: 3 clusters Score -2143234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2143233.250000 Penalty: 4844.308594
	Iteration 25Q: 3 clusters Score -2143233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2143232.000000 Penalty: 4844.308594
	Iteration 26Q: 3 clusters Score -2143232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2143237.000000 Penalty: 4844.308594
	Iteration 27Q: 3 clusters Score -2143237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2143243.250000 Penalty: 4844.308594
	Iteration 28Q: 3 clusters Score -2143243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2143239.500000 Penalty: 4844.308594
	Iteration 29Q: 3 clusters Score -2143240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2143247.000000 Penalty: 4844.308594
	Iteration 30Q: 3 clusters Score -2143247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2143248.000000 Penalty: 4844.308594
	Iteration 31Q: 3 clusters Score -2143248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2143252.000000 Penalty: 4844.308594
	Iteration 32Q: 3 clusters Score -2143252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2143251.250000 Penalty: 4844.308594
	Iteration 33Q: 3 clusters Score -2143251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2143254.000000 Penalty: 4844.308594
	Iteration 34Q: 3 clusters Score -2143254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2143257.250000 Penalty: 4844.308594
	Iteration 35Q: 3 clusters Score -2143257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2143255.500000 Penalty: 4844.308594
	Iteration 36Q: 3 clusters Score -2143256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2143254.000000 Penalty: 4844.308594
	Iteration 37Q: 3 clusters Score -2143254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2143252.250000 Penalty: 4844.308594
	Iteration 38Q: 3 clusters Score -2143252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2143254.500000 Penalty: 4844.308594
	Iteration 39Q: 3 clusters Score -2143254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2143257.250000 Penalty: 4844.308594
	Iteration 40F: 3 clusters Score -2143257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2143257.250000 Penalty: 4844.308594
	Iteration 41Q: 3 clusters Score -2143257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2143259.000000 Penalty: 4844.308594
	Iteration 42Q: 3 clusters Score -2143259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2143259.000000 Penalty: 4844.308594
	Iteration 43Q: 3 clusters Score -2143259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2143260.750000 Penalty: 4844.308594
	Iteration 44Q: 3 clusters Score -2143261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2143256.500000 Penalty: 4844.308594
	Iteration 45Q: 3 clusters Score -2143256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2143259.000000 Penalty: 4844.308594
	Iteration 46Q: 3 clusters Score -2143259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2143259.000000 Penalty: 4844.308594
	Iteration 47F: 3 clusters Score -2143259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 4635 members 
Mstep: Class 34 contains 3469 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2091 members 
Mstep: Class 54 contains 12474 members 
Mstep: Class 55 contains 12809 members 
Entering Unmasked Estep 
Score: -134405424.000000 Penalty: 189906.140625
Splitting cluster 33 changes total score from -134340304.000000 to -134405424.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 34 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -546548.250000 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -546548.2 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 1764 members 
Entering Unmasked Estep 
Score: -543064.437500 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -543064.4 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -544435.562500 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -544435.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -545137.562500 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -545137.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -545714.375000 Penalty: 4043.204346
	Iteration 3F: 3 clusters Score -545714.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -546137.750000 Penalty: 4043.204346
	Iteration 4F: 3 clusters Score -546137.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -546414.125000 Penalty: 4043.204346
	Iteration 5F: 3 clusters Score -546414.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -546521.375000 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -546521.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -546585.750000 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -546585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -546629.125000 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -546629.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -546670.250000 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -546670.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -546733.062500 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -546733.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -546839.750000 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -546839.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -546881.187500 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -546881.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546914.125000 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -546914.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -546925.625000 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -546925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -546930.375000 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -546930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -546930.625000 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -546930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -546932.937500 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -546932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -546935.437500 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -546935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -546937.625000 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -546937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -546940.875000 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -546940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -546942.687500 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -546942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -546945.500000 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -546945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -546949.937500 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -546949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -546953.000000 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -546953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -546954.125000 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -546954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -546954.125000 Penalty: 4043.204346
	Iteration 26F: 3 clusters Score -546954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 4635 members 
Mstep: Class 34 contains 2348 members 
Mstep: Class 35 contains 3514 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2091 members 
Mstep: Class 54 contains 12474 members 
Mstep: Class 55 contains 12809 members 
Mstep: Class 56 contains 1121 members 
Entering Unmasked Estep 
Score: -134404672.000000 Penalty: 193358.968750
Splitting cluster 34 changes total score from -134340304.000000 to -134404672.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 35 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -408810.500000 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -408810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -405322.187500 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -405322.2 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -406466.062500 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -406466.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -407253.343750 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -407253.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -408328.875000 Penalty: 4049.597412
	Iteration 3F: 3 clusters Score -408328.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -409293.031250 Penalty: 4049.597412
	Iteration 4F: 3 clusters Score -409293 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409904.781250 Penalty: 4049.597412
	Iteration 5F: 3 clusters Score -409904.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -410233.187500 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -410233.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410512.500000 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -410512.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -410638.125000 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -410638.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -410673.281250 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -410673.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -410682.000000 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -410682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -410694.375000 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -410694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -410704.218750 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -410704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -410712.656250 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -410712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -410719.437500 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -410719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -410726.156250 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -410726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -410729.968750 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -410730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -410731.968750 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -410732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410732.718750 Penalty: 4049.597412
	Iteration 18Q: 3 clusters Score -410732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -410734.812500 Penalty: 4049.597412
	Iteration 19Q: 3 clusters Score -410734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -410738.375000 Penalty: 4049.597412
	Iteration 20F: 3 clusters Score -410738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -410740.562500 Penalty: 4049.597412
	Iteration 21Q: 3 clusters Score -410740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -410742.156250 Penalty: 4049.597412
	Iteration 22Q: 3 clusters Score -410742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -410744.906250 Penalty: 4049.597412
	Iteration 23Q: 3 clusters Score -410744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -410749.625000 Penalty: 4049.597412
	Iteration 24Q: 3 clusters Score -410749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -410751.750000 Penalty: 4049.597412
	Iteration 25Q: 3 clusters Score -410751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -410757.406250 Penalty: 4049.597412
	Iteration 26Q: 3 clusters Score -410757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -410760.500000 Penalty: 4049.597412
	Iteration 27Q: 3 clusters Score -410760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -410762.281250 Penalty: 4049.597412
	Iteration 28Q: 3 clusters Score -410762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410763.718750 Penalty: 4049.597412
	Iteration 29Q: 3 clusters Score -410763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -410765.875000 Penalty: 4049.597412
	Iteration 30Q: 3 clusters Score -410765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -410770.687500 Penalty: 4049.597412
	Iteration 31Q: 3 clusters Score -410770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -410776.687500 Penalty: 4049.597412
	Iteration 32Q: 3 clusters Score -410776.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -410780.593750 Penalty: 4049.597412
	Iteration 33Q: 3 clusters Score -410780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -410786.812500 Penalty: 4049.597412
	Iteration 34Q: 3 clusters Score -410786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -410796.843750 Penalty: 4049.597412
	Iteration 35Q: 3 clusters Score -410796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -410803.125000 Penalty: 4049.597412
	Iteration 36Q: 3 clusters Score -410803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -410811.187500 Penalty: 4049.597412
	Iteration 37Q: 3 clusters Score -410811.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -410816.468750 Penalty: 4049.597412
	Iteration 38Q: 3 clusters Score -410816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -410819.656250 Penalty: 4049.597412
	Iteration 39Q: 3 clusters Score -410819.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -410824.937500 Penalty: 4049.597412
	Iteration 40F: 3 clusters Score -410824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -410832.843750 Penalty: 4049.597412
	Iteration 41Q: 3 clusters Score -410832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -410843.937500 Penalty: 4049.597412
	Iteration 42Q: 3 clusters Score -410843.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410853.718750 Penalty: 4049.597412
	Iteration 43Q: 3 clusters Score -410853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -410861.531250 Penalty: 4049.597412
	Iteration 44Q: 3 clusters Score -410861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410864.156250 Penalty: 4049.597412
	Iteration 45Q: 3 clusters Score -410864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -410868.062500 Penalty: 4049.597412
	Iteration 46Q: 3 clusters Score -410868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -410877.250000 Penalty: 4049.597412
	Iteration 47Q: 3 clusters Score -410877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -410884.625000 Penalty: 4049.597412
	Iteration 48Q: 3 clusters Score -410884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -410889.750000 Penalty: 4049.597412
	Iteration 49Q: 3 clusters Score -410889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -410894.750000 Penalty: 4049.597412
	Iteration 50Q: 3 clusters Score -410894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -410898.937500 Penalty: 4049.597412
	Iteration 51Q: 3 clusters Score -410898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -410904.906250 Penalty: 4049.597412
	Iteration 52Q: 3 clusters Score -410904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -410912.968750 Penalty: 4049.597412
	Iteration 53Q: 3 clusters Score -410913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -410920.937500 Penalty: 4049.597412
	Iteration 54Q: 3 clusters Score -410920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -410928.062500 Penalty: 4049.597412
	Iteration 55Q: 3 clusters Score -410928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -410932.031250 Penalty: 4049.597412
	Iteration 56Q: 3 clusters Score -410932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -410935.812500 Penalty: 4049.597412
	Iteration 57Q: 3 clusters Score -410935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -410940.968750 Penalty: 4049.597412
	Iteration 58Q: 3 clusters Score -410941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -410947.187500 Penalty: 4049.597412
	Iteration 59Q: 3 clusters Score -410947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -410950.781250 Penalty: 4049.597412
	Iteration 60F: 3 clusters Score -410950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -410955.031250 Penalty: 4049.597412
	Iteration 61Q: 3 clusters Score -410955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -410960.718750 Penalty: 4049.597412
	Iteration 62Q: 3 clusters Score -410960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -410965.843750 Penalty: 4049.597412
	Iteration 63Q: 3 clusters Score -410965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -410968.375000 Penalty: 4049.597412
	Iteration 64Q: 3 clusters Score -410968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -410972.531250 Penalty: 4049.597412
	Iteration 65Q: 3 clusters Score -410972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -410977.937500 Penalty: 4049.597412
	Iteration 66Q: 3 clusters Score -410977.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -410984.781250 Penalty: 4049.597412
	Iteration 67Q: 3 clusters Score -410984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -410994.593750 Penalty: 4049.597412
	Iteration 68Q: 3 clusters Score -410994.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -411009.875000 Penalty: 4049.597412
	Iteration 69Q: 3 clusters Score -411009.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -411033.937500 Penalty: 4049.597412
	Iteration 70Q: 3 clusters Score -411033.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -411075.281250 Penalty: 4049.597412
	Iteration 71Q: 3 clusters Score -411075.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -411149.500000 Penalty: 4049.597412
	Iteration 72Q: 3 clusters Score -411149.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -411312.343750 Penalty: 4049.597412
	Iteration 73Q: 3 clusters Score -411312.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -411771.718750 Penalty: 4049.597412
	Iteration 74Q: 3 clusters Score -411771.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -412079.875000 Penalty: 4049.597412
	Iteration 75Q: 3 clusters Score -412079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -412089.968750 Penalty: 4049.597412
	Iteration 76Q: 3 clusters Score -412090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -412093.093750 Penalty: 4049.597412
	Iteration 77Q: 3 clusters Score -412093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -412096.906250 Penalty: 4049.597412
	Iteration 78Q: 3 clusters Score -412096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -412098.093750 Penalty: 4049.597412
	Iteration 79Q: 3 clusters Score -412098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -412099.156250 Penalty: 4049.597412
	Iteration 80F: 3 clusters Score -412099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -412100.031250 Penalty: 4049.597412
	Iteration 81Q: 3 clusters Score -412100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -412100.031250 Penalty: 4049.597412
	Iteration 82F: 3 clusters Score -412100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 4635 members 
Mstep: Class 34 contains 2348 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 6031 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 49315 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 6777 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 37685 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 24101 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2091 members 
Mstep: Class 54 contains 12474 members 
Mstep: Class 55 contains 12809 members 
Mstep: Class 56 contains 1121 members 
Mstep: Class 57 contains 2481 members 
Entering Unmasked Estep 
Score: -134406480.000000 Penalty: 196811.812500
Splitting cluster 35 changes total score from -134340304.000000 to -134406480.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 138882 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 180503 members 
Mstep: Class 11 contains 46546 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 71026 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 41362 members 
Mstep: Class 25 contains 10607 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 103101 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 11313 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 4635 members 
Mstep: Class 34 contains 2348 members 
Mstep: Class 35 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134424864.000000 Penalty: 196811.812500
Iteration 79Q: 58 clusters Score -1.344249e+08 nChanged 20979
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 93473 members 
Mstep: Class 5 contains 139089 members 
Mstep: Class 6 contains 29053 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 180418 members 
Mstep: Class 11 contains 47453 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 33439 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 7143 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 71346 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 41034 members 
Mstep: Class 25 contains 10859 members 
Mstep: Class 26 contains 3893 members 
Mstep: Class 27 contains 103777 members 
Mstep: Class 28 contains 10236 members 
Mstep: Class 29 contains 692 members 
Mstep: Class 30 contains 11550 members 
Mstep: Class 31 contains 1091 members 
Mstep: Class 32 contains 15550 members 
Mstep: Class 33 contains 5026 members 
Mstep: Class 34 contains 2521 members 
Mstep: Class 35 contains 1019 members 
Mstep: Class 36 contains 5728 members 
Mstep: Class 37 contains 8708 members 
Mstep: Class 38 contains 47800 members 
Mstep: Class 39 contains 5052 members 
Mstep: Class 40 contains 7056 members 
Mstep: Class 41 contains 3166 members 
Mstep: Class 42 contains 438 members 
Mstep: Class 43 contains 25027 members 
Mstep: Class 44 contains 7739 members 
Mstep: Class 45 contains 4301 members 
Mstep: Class 46 contains 2271 members 
Mstep: Class 47 contains 3658 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 36595 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 23042 members 
Mstep: Class 52 contains 987 members 
Mstep: Class 53 contains 2096 members 
Mstep: Class 54 contains 12017 members 
Mstep: Class 55 contains 12542 members 
Mstep: Class 56 contains 1008 members 
Mstep: Class 57 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134438896.000000 Penalty: 196811.812500
Iteration 80F: 58 clusters Score -1.344389e+08 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 93146 members 
Mstep: Class 5 contains 138244 members 
Mstep: Class 6 contains 29026 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 179959 members 
Mstep: Class 11 contains 46936 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 33331 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 7091 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 70708 members 
Mstep: Class 23 contains 10727 members 
Mstep: Class 24 contains 40570 members 
Mstep: Class 25 contains 10566 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 103804 members 
Mstep: Class 28 contains 10262 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 11557 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 15521 members 
Mstep: Class 33 contains 5203 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 995 members 
Mstep: Class 36 contains 5799 members 
Mstep: Class 37 contains 9146 members 
Mstep: Class 38 contains 48060 members 
Mstep: Class 39 contains 5154 members 
Mstep: Class 40 contains 7432 members 
Mstep: Class 41 contains 3547 members 
Mstep: Class 42 contains 430 members 
Mstep: Class 43 contains 25445 members 
Mstep: Class 44 contains 7739 members 
Mstep: Class 45 contains 4274 members 
Mstep: Class 46 contains 2250 members 
Mstep: Class 47 contains 3733 members 
Mstep: Class 48 contains 2258 members 
Mstep: Class 49 contains 37589 members 
Mstep: Class 50 contains 1506 members 
Mstep: Class 51 contains 22886 members 
Mstep: Class 52 contains 993 members 
Mstep: Class 53 contains 2155 members 
Mstep: Class 54 contains 12158 members 
Mstep: Class 55 contains 12909 members 
Mstep: Class 56 contains 1010 members 
Mstep: Class 57 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134444944.000000 Penalty: 196811.812500
Iteration 81Q: 58 clusters Score -1.344449e+08 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 92942 members 
Mstep: Class 5 contains 137681 members 
Mstep: Class 6 contains 29034 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 4528 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 179542 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 33309 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 6568 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 7090 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 70275 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 40139 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 103854 members 
Mstep: Class 28 contains 10340 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 11656 members 
Mstep: Class 31 contains 1136 members 
Mstep: Class 32 contains 15510 members 
Mstep: Class 33 contains 5252 members 
Mstep: Class 34 contains 2589 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5829 members 
Mstep: Class 37 contains 9381 members 
Mstep: Class 38 contains 48156 members 
Mstep: Class 39 contains 5192 members 
Mstep: Class 40 contains 7738 members 
Mstep: Class 41 contains 3801 members 
Mstep: Class 42 contains 431 members 
Mstep: Class 43 contains 25644 members 
Mstep: Class 44 contains 7736 members 
Mstep: Class 45 contains 4224 members 
Mstep: Class 46 contains 2230 members 
Mstep: Class 47 contains 3739 members 
Mstep: Class 48 contains 2258 members 
Mstep: Class 49 contains 38223 members 
Mstep: Class 50 contains 1510 members 
Mstep: Class 51 contains 22647 members 
Mstep: Class 52 contains 996 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 12231 members 
Mstep: Class 55 contains 13124 members 
Mstep: Class 56 contains 1015 members 
Mstep: Class 57 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134448832.000000 Penalty: 196811.812500
Iteration 82Q: 58 clusters Score -1.344488e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 92860 members 
Mstep: Class 5 contains 137235 members 
Mstep: Class 6 contains 29024 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 179149 members 
Mstep: Class 11 contains 46086 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 33303 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 10289 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 6527 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 7117 members 
Mstep: Class 21 contains 2942 members 
Mstep: Class 22 contains 69933 members 
Mstep: Class 23 contains 11186 members 
Mstep: Class 24 contains 39816 members 
Mstep: Class 25 contains 10366 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 103908 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 11744 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 15474 members 
Mstep: Class 33 contains 5248 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5843 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 48205 members 
Mstep: Class 39 contains 5222 members 
Mstep: Class 40 contains 8004 members 
Mstep: Class 41 contains 3970 members 
Mstep: Class 42 contains 429 members 
Mstep: Class 43 contains 25748 members 
Mstep: Class 44 contains 7736 members 
Mstep: Class 45 contains 4152 members 
Mstep: Class 46 contains 2223 members 
Mstep: Class 47 contains 3728 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 38685 members 
Mstep: Class 50 contains 1515 members 
Mstep: Class 51 contains 22399 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2268 members 
Mstep: Class 54 contains 12260 members 
Mstep: Class 55 contains 13308 members 
Mstep: Class 56 contains 1014 members 
Mstep: Class 57 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134451872.000000 Penalty: 196811.812500
Iteration 83Q: 58 clusters Score -1.344519e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5929 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 92799 members 
Mstep: Class 5 contains 136895 members 
Mstep: Class 6 contains 29019 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 178755 members 
Mstep: Class 11 contains 45769 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 33299 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 6501 members 
Mstep: Class 19 contains 11973 members 
Mstep: Class 20 contains 7138 members 
Mstep: Class 21 contains 3045 members 
Mstep: Class 22 contains 69654 members 
Mstep: Class 23 contains 11418 members 
Mstep: Class 24 contains 39587 members 
Mstep: Class 25 contains 10337 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 103957 members 
Mstep: Class 28 contains 10458 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 11846 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 15406 members 
Mstep: Class 33 contains 5232 members 
Mstep: Class 34 contains 2628 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5856 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 48261 members 
Mstep: Class 39 contains 5238 members 
Mstep: Class 40 contains 8221 members 
Mstep: Class 41 contains 4065 members 
Mstep: Class 42 contains 427 members 
Mstep: Class 43 contains 25813 members 
Mstep: Class 44 contains 7733 members 
Mstep: Class 45 contains 4062 members 
Mstep: Class 46 contains 2218 members 
Mstep: Class 47 contains 3716 members 
Mstep: Class 48 contains 2253 members 
Mstep: Class 49 contains 39037 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 22211 members 
Mstep: Class 52 contains 999 members 
Mstep: Class 53 contains 2342 members 
Mstep: Class 54 contains 12275 members 
Mstep: Class 55 contains 13457 members 
Mstep: Class 56 contains 1030 members 
Mstep: Class 57 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134453984.000000 Penalty: 196811.812500
Iteration 84Q: 58 clusters Score -1.34454e+08 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 92739 members 
Mstep: Class 5 contains 136636 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 178397 members 
Mstep: Class 11 contains 45484 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 33301 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 10470 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 7474 members 
Mstep: Class 18 contains 6476 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 3115 members 
Mstep: Class 22 contains 69447 members 
Mstep: Class 23 contains 11609 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 10319 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 104006 members 
Mstep: Class 28 contains 10499 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 11977 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 15345 members 
Mstep: Class 33 contains 5199 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5872 members 
Mstep: Class 37 contains 9760 members 
Mstep: Class 38 contains 48294 members 
Mstep: Class 39 contains 5243 members 
Mstep: Class 40 contains 8359 members 
Mstep: Class 41 contains 4181 members 
Mstep: Class 42 contains 424 members 
Mstep: Class 43 contains 25871 members 
Mstep: Class 44 contains 7725 members 
Mstep: Class 45 contains 3976 members 
Mstep: Class 46 contains 2204 members 
Mstep: Class 47 contains 3696 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 39322 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 22034 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 12276 members 
Mstep: Class 55 contains 13588 members 
Mstep: Class 56 contains 1041 members 
Mstep: Class 57 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134454768.000000 Penalty: 196811.812500
Iteration 85Q: 58 clusters Score -1.344548e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 92738 members 
Mstep: Class 5 contains 136384 members 
Mstep: Class 6 contains 28960 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 178072 members 
Mstep: Class 11 contains 45199 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 33301 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 10551 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 12045 members 
Mstep: Class 20 contains 7167 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 69266 members 
Mstep: Class 23 contains 11798 members 
Mstep: Class 24 contains 39402 members 
Mstep: Class 25 contains 10315 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 104094 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12092 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 15288 members 
Mstep: Class 33 contains 5161 members 
Mstep: Class 34 contains 2679 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5895 members 
Mstep: Class 37 contains 9844 members 
Mstep: Class 38 contains 48324 members 
Mstep: Class 39 contains 5249 members 
Mstep: Class 40 contains 8484 members 
Mstep: Class 41 contains 4280 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25914 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 3903 members 
Mstep: Class 46 contains 2201 members 
Mstep: Class 47 contains 3677 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 39560 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 21866 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2481 members 
Mstep: Class 54 contains 12255 members 
Mstep: Class 55 contains 13706 members 
Mstep: Class 56 contains 1054 members 
Mstep: Class 57 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456048.000000 Penalty: 196811.812500
Iteration 86Q: 58 clusters Score -1.34456e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 92704 members 
Mstep: Class 5 contains 136211 members 
Mstep: Class 6 contains 28949 members 
Mstep: Class 7 contains 5551 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 177766 members 
Mstep: Class 11 contains 44943 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 33287 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 6394 members 
Mstep: Class 19 contains 12087 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 69108 members 
Mstep: Class 23 contains 11948 members 
Mstep: Class 24 contains 39387 members 
Mstep: Class 25 contains 10309 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 104189 members 
Mstep: Class 28 contains 10597 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12214 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 15206 members 
Mstep: Class 33 contains 5138 members 
Mstep: Class 34 contains 2700 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5914 members 
Mstep: Class 37 contains 9945 members 
Mstep: Class 38 contains 48388 members 
Mstep: Class 39 contains 5251 members 
Mstep: Class 40 contains 8596 members 
Mstep: Class 41 contains 4371 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25931 members 
Mstep: Class 44 contains 7713 members 
Mstep: Class 45 contains 3837 members 
Mstep: Class 46 contains 2196 members 
Mstep: Class 47 contains 3661 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 39737 members 
Mstep: Class 50 contains 1519 members 
Mstep: Class 51 contains 21689 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2542 members 
Mstep: Class 54 contains 12237 members 
Mstep: Class 55 contains 13800 members 
Mstep: Class 56 contains 1081 members 
Mstep: Class 57 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456816.000000 Penalty: 196811.812500
Iteration 87Q: 58 clusters Score -1.344568e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 92673 members 
Mstep: Class 5 contains 136043 members 
Mstep: Class 6 contains 28905 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 177446 members 
Mstep: Class 11 contains 44727 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 33270 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 10699 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 12114 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 68980 members 
Mstep: Class 23 contains 12100 members 
Mstep: Class 24 contains 39414 members 
Mstep: Class 25 contains 10308 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 104329 members 
Mstep: Class 28 contains 10655 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12343 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 15152 members 
Mstep: Class 33 contains 5105 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5929 members 
Mstep: Class 37 contains 10004 members 
Mstep: Class 38 contains 48486 members 
Mstep: Class 39 contains 5254 members 
Mstep: Class 40 contains 8697 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25927 members 
Mstep: Class 44 contains 7712 members 
Mstep: Class 45 contains 3804 members 
Mstep: Class 46 contains 2187 members 
Mstep: Class 47 contains 3653 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 39877 members 
Mstep: Class 50 contains 1519 members 
Mstep: Class 51 contains 21533 members 
Mstep: Class 52 contains 999 members 
Mstep: Class 53 contains 2587 members 
Mstep: Class 54 contains 12202 members 
Mstep: Class 55 contains 13884 members 
Mstep: Class 56 contains 1101 members 
Mstep: Class 57 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457520.000000 Penalty: 196811.812500
Iteration 88Q: 58 clusters Score -1.344575e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 92659 members 
Mstep: Class 5 contains 135870 members 
Mstep: Class 6 contains 28846 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 177181 members 
Mstep: Class 11 contains 44520 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 33254 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 6284 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 68886 members 
Mstep: Class 23 contains 12266 members 
Mstep: Class 24 contains 39438 members 
Mstep: Class 25 contains 10285 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 104451 members 
Mstep: Class 28 contains 10702 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12474 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 15092 members 
Mstep: Class 33 contains 5076 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5939 members 
Mstep: Class 37 contains 10048 members 
Mstep: Class 38 contains 48578 members 
Mstep: Class 39 contains 5257 members 
Mstep: Class 40 contains 8799 members 
Mstep: Class 41 contains 4526 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25918 members 
Mstep: Class 44 contains 7712 members 
Mstep: Class 45 contains 3792 members 
Mstep: Class 46 contains 2177 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40002 members 
Mstep: Class 50 contains 1519 members 
Mstep: Class 51 contains 21392 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2622 members 
Mstep: Class 54 contains 12171 members 
Mstep: Class 55 contains 13950 members 
Mstep: Class 56 contains 1135 members 
Mstep: Class 57 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458000.000000 Penalty: 196811.812500
Iteration 89Q: 58 clusters Score -1.34458e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5848 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 92647 members 
Mstep: Class 5 contains 135733 members 
Mstep: Class 6 contains 28793 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 176938 members 
Mstep: Class 11 contains 44325 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 33242 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 10820 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 68817 members 
Mstep: Class 23 contains 12432 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 10270 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 104546 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12605 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 15028 members 
Mstep: Class 33 contains 5050 members 
Mstep: Class 34 contains 2700 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5943 members 
Mstep: Class 37 contains 10117 members 
Mstep: Class 38 contains 48666 members 
Mstep: Class 39 contains 5261 members 
Mstep: Class 40 contains 8876 members 
Mstep: Class 41 contains 4578 members 
Mstep: Class 42 contains 418 members 
Mstep: Class 43 contains 25900 members 
Mstep: Class 44 contains 7713 members 
Mstep: Class 45 contains 3787 members 
Mstep: Class 46 contains 2173 members 
Mstep: Class 47 contains 3651 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40088 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 21259 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2668 members 
Mstep: Class 54 contains 12142 members 
Mstep: Class 55 contains 14006 members 
Mstep: Class 56 contains 1162 members 
Mstep: Class 57 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458896.000000 Penalty: 196811.812500
Iteration 90Q: 58 clusters Score -1.344589e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 92627 members 
Mstep: Class 5 contains 135644 members 
Mstep: Class 6 contains 28738 members 
Mstep: Class 7 contains 5785 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 176699 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 33237 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 10878 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 6141 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 68754 members 
Mstep: Class 23 contains 12592 members 
Mstep: Class 24 contains 39575 members 
Mstep: Class 25 contains 10252 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 104629 members 
Mstep: Class 28 contains 10767 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12742 members 
Mstep: Class 31 contains 1225 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 5031 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5948 members 
Mstep: Class 37 contains 10191 members 
Mstep: Class 38 contains 48714 members 
Mstep: Class 39 contains 5264 members 
Mstep: Class 40 contains 8947 members 
Mstep: Class 41 contains 4633 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25859 members 
Mstep: Class 44 contains 7710 members 
Mstep: Class 45 contains 3778 members 
Mstep: Class 46 contains 2169 members 
Mstep: Class 47 contains 3653 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40152 members 
Mstep: Class 50 contains 1520 members 
Mstep: Class 51 contains 21127 members 
Mstep: Class 52 contains 999 members 
Mstep: Class 53 contains 2702 members 
Mstep: Class 54 contains 12101 members 
Mstep: Class 55 contains 14049 members 
Mstep: Class 56 contains 1207 members 
Mstep: Class 57 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460016.000000 Penalty: 196811.812500
Iteration 91Q: 58 clusters Score -1.3446e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 5818 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 92606 members 
Mstep: Class 5 contains 135546 members 
Mstep: Class 6 contains 28716 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 176464 members 
Mstep: Class 11 contains 44013 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 33229 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 10940 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 12248 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 68695 members 
Mstep: Class 23 contains 12742 members 
Mstep: Class 24 contains 39662 members 
Mstep: Class 25 contains 10237 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 104719 members 
Mstep: Class 28 contains 10790 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12858 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 14998 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 2697 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5953 members 
Mstep: Class 37 contains 10259 members 
Mstep: Class 38 contains 48767 members 
Mstep: Class 39 contains 5265 members 
Mstep: Class 40 contains 8999 members 
Mstep: Class 41 contains 4677 members 
Mstep: Class 42 contains 420 members 
Mstep: Class 43 contains 25813 members 
Mstep: Class 44 contains 7708 members 
Mstep: Class 45 contains 3780 members 
Mstep: Class 46 contains 2164 members 
Mstep: Class 47 contains 3653 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40205 members 
Mstep: Class 50 contains 1520 members 
Mstep: Class 51 contains 20998 members 
Mstep: Class 52 contains 999 members 
Mstep: Class 53 contains 2718 members 
Mstep: Class 54 contains 12055 members 
Mstep: Class 55 contains 14089 members 
Mstep: Class 56 contains 1238 members 
Mstep: Class 57 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460720.000000 Penalty: 196811.812500
Iteration 92Q: 58 clusters Score -1.344607e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92576 members 
Mstep: Class 5 contains 135432 members 
Mstep: Class 6 contains 28695 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 176253 members 
Mstep: Class 11 contains 43919 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 33233 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 10996 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 7195 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 68645 members 
Mstep: Class 23 contains 12848 members 
Mstep: Class 24 contains 39740 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 104808 members 
Mstep: Class 28 contains 10806 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 12959 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 15000 members 
Mstep: Class 33 contains 4990 members 
Mstep: Class 34 contains 2718 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5955 members 
Mstep: Class 37 contains 10309 members 
Mstep: Class 38 contains 48834 members 
Mstep: Class 39 contains 5265 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 4719 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25764 members 
Mstep: Class 44 contains 7705 members 
Mstep: Class 45 contains 3796 members 
Mstep: Class 46 contains 2160 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40249 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 20891 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2731 members 
Mstep: Class 54 contains 12027 members 
Mstep: Class 55 contains 14126 members 
Mstep: Class 56 contains 1257 members 
Mstep: Class 57 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461280.000000 Penalty: 196811.812500
Iteration 93Q: 58 clusters Score -1.344613e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 92553 members 
Mstep: Class 5 contains 135330 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 176071 members 
Mstep: Class 11 contains 43806 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 33232 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 11040 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 5899 members 
Mstep: Class 19 contains 12285 members 
Mstep: Class 20 contains 7195 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68594 members 
Mstep: Class 23 contains 12943 members 
Mstep: Class 24 contains 39820 members 
Mstep: Class 25 contains 10212 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 104892 members 
Mstep: Class 28 contains 10815 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13051 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 14999 members 
Mstep: Class 33 contains 4971 members 
Mstep: Class 34 contains 2753 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5952 members 
Mstep: Class 37 contains 10371 members 
Mstep: Class 38 contains 48908 members 
Mstep: Class 39 contains 5266 members 
Mstep: Class 40 contains 9078 members 
Mstep: Class 41 contains 4765 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25737 members 
Mstep: Class 44 contains 7705 members 
Mstep: Class 45 contains 3817 members 
Mstep: Class 46 contains 2155 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40286 members 
Mstep: Class 50 contains 1522 members 
Mstep: Class 51 contains 20798 members 
Mstep: Class 52 contains 998 members 
Mstep: Class 53 contains 2746 members 
Mstep: Class 54 contains 11994 members 
Mstep: Class 55 contains 14153 members 
Mstep: Class 56 contains 1275 members 
Mstep: Class 57 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461520.000000 Penalty: 196811.812500
Iteration 94Q: 58 clusters Score -1.344615e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 92547 members 
Mstep: Class 5 contains 135260 members 
Mstep: Class 6 contains 28666 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 175929 members 
Mstep: Class 11 contains 43723 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 33234 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 15 contains 11087 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 19 contains 12297 members 
Mstep: Class 20 contains 7195 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68537 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 39859 members 
Mstep: Class 25 contains 10197 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 104982 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13121 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 14997 members 
Mstep: Class 33 contains 4956 members 
Mstep: Class 34 contains 2781 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5953 members 
Mstep: Class 37 contains 10421 members 
Mstep: Class 38 contains 48948 members 
Mstep: Class 39 contains 5266 members 
Mstep: Class 40 contains 9113 members 
Mstep: Class 41 contains 4802 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25707 members 
Mstep: Class 44 contains 7704 members 
Mstep: Class 45 contains 3854 members 
Mstep: Class 46 contains 2149 members 
Mstep: Class 47 contains 3647 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40317 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 20701 members 
Mstep: Class 52 contains 1000 members 
Mstep: Class 53 contains 2760 members 
Mstep: Class 54 contains 11957 members 
Mstep: Class 55 contains 14172 members 
Mstep: Class 56 contains 1302 members 
Mstep: Class 57 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462240.000000 Penalty: 196811.812500
Iteration 95Q: 58 clusters Score -1.344622e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 92536 members 
Mstep: Class 5 contains 135186 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 175793 members 
Mstep: Class 11 contains 43609 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 33238 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 12305 members 
Mstep: Class 20 contains 7196 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68490 members 
Mstep: Class 23 contains 13103 members 
Mstep: Class 24 contains 39900 members 
Mstep: Class 25 contains 10191 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 105093 members 
Mstep: Class 28 contains 10851 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13220 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 15009 members 
Mstep: Class 33 contains 4950 members 
Mstep: Class 34 contains 2836 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5955 members 
Mstep: Class 37 contains 10463 members 
Mstep: Class 38 contains 48980 members 
Mstep: Class 39 contains 5267 members 
Mstep: Class 40 contains 9158 members 
Mstep: Class 41 contains 4818 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 25679 members 
Mstep: Class 44 contains 7703 members 
Mstep: Class 45 contains 3895 members 
Mstep: Class 46 contains 2147 members 
Mstep: Class 47 contains 3647 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40335 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 20601 members 
Mstep: Class 52 contains 1000 members 
Mstep: Class 53 contains 2774 members 
Mstep: Class 54 contains 11926 members 
Mstep: Class 55 contains 14187 members 
Mstep: Class 56 contains 1313 members 
Mstep: Class 57 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462896.000000 Penalty: 196811.812500
Iteration 96Q: 58 clusters Score -1.344629e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92543 members 
Mstep: Class 5 contains 135130 members 
Mstep: Class 6 contains 28652 members 
Mstep: Class 7 contains 5874 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 175692 members 
Mstep: Class 11 contains 43489 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 33244 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 15 contains 11202 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68452 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 39949 members 
Mstep: Class 25 contains 10193 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 105190 members 
Mstep: Class 28 contains 10864 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13296 members 
Mstep: Class 31 contains 1229 members 
Mstep: Class 32 contains 15016 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 2897 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 10484 members 
Mstep: Class 38 contains 48981 members 
Mstep: Class 39 contains 5268 members 
Mstep: Class 40 contains 9198 members 
Mstep: Class 41 contains 4844 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25656 members 
Mstep: Class 44 contains 7704 members 
Mstep: Class 45 contains 3941 members 
Mstep: Class 46 contains 2146 members 
Mstep: Class 47 contains 3646 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40341 members 
Mstep: Class 50 contains 1522 members 
Mstep: Class 51 contains 20520 members 
Mstep: Class 52 contains 1000 members 
Mstep: Class 53 contains 2777 members 
Mstep: Class 54 contains 11901 members 
Mstep: Class 55 contains 14195 members 
Mstep: Class 56 contains 1334 members 
Mstep: Class 57 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463200.000000 Penalty: 196811.812500
Iteration 97Q: 58 clusters Score -1.344632e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 4555 members 
Mstep: Class 4 contains 92556 members 
Mstep: Class 5 contains 135070 members 
Mstep: Class 6 contains 28633 members 
Mstep: Class 7 contains 5877 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 175578 members 
Mstep: Class 11 contains 43426 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 33255 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 11270 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 12312 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68411 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 39986 members 
Mstep: Class 25 contains 10184 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 105289 members 
Mstep: Class 28 contains 10882 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13349 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 32 contains 15021 members 
Mstep: Class 33 contains 4938 members 
Mstep: Class 34 contains 2944 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 10511 members 
Mstep: Class 38 contains 48993 members 
Mstep: Class 39 contains 5271 members 
Mstep: Class 40 contains 9217 members 
Mstep: Class 41 contains 4871 members 
Mstep: Class 42 contains 423 members 
Mstep: Class 43 contains 25626 members 
Mstep: Class 44 contains 7703 members 
Mstep: Class 45 contains 3996 members 
Mstep: Class 46 contains 2144 members 
Mstep: Class 47 contains 3646 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40351 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 20451 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2776 members 
Mstep: Class 54 contains 11877 members 
Mstep: Class 55 contains 14202 members 
Mstep: Class 56 contains 1349 members 
Mstep: Class 57 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463424.000000 Penalty: 196811.812500
Iteration 98Q: 58 clusters Score -1.344634e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92568 members 
Mstep: Class 5 contains 135015 members 
Mstep: Class 6 contains 28607 members 
Mstep: Class 7 contains 5879 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 175469 members 
Mstep: Class 11 contains 43358 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 33277 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 11342 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68369 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 40020 members 
Mstep: Class 25 contains 10173 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 105415 members 
Mstep: Class 28 contains 10900 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13374 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 15022 members 
Mstep: Class 33 contains 4935 members 
Mstep: Class 34 contains 2977 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 10548 members 
Mstep: Class 38 contains 49001 members 
Mstep: Class 39 contains 5274 members 
Mstep: Class 40 contains 9239 members 
Mstep: Class 41 contains 4889 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25599 members 
Mstep: Class 44 contains 7704 members 
Mstep: Class 45 contains 4042 members 
Mstep: Class 46 contains 2142 members 
Mstep: Class 47 contains 3646 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40347 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 20382 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 11859 members 
Mstep: Class 55 contains 14209 members 
Mstep: Class 56 contains 1376 members 
Mstep: Class 57 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463760.000000 Penalty: 196811.812500
Iteration 99Q: 58 clusters Score -1.344638e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92574 members 
Mstep: Class 5 contains 134936 members 
Mstep: Class 6 contains 28589 members 
Mstep: Class 7 contains 5884 members 
Mstep: Class 8 contains 3692 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 175329 members 
Mstep: Class 11 contains 43303 members 
Mstep: Class 12 contains 2018 members 
Mstep: Class 13 contains 33304 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 11387 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68338 members 
Mstep: Class 23 contains 13375 members 
Mstep: Class 24 contains 40056 members 
Mstep: Class 25 contains 10180 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 105573 members 
Mstep: Class 28 contains 10913 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 13401 members 
Mstep: Class 31 contains 1218 members 
Mstep: Class 32 contains 15027 members 
Mstep: Class 33 contains 4931 members 
Mstep: Class 34 contains 3000 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5953 members 
Mstep: Class 37 contains 10571 members 
Mstep: Class 38 contains 49006 members 
Mstep: Class 39 contains 5277 members 
Mstep: Class 40 contains 9268 members 
Mstep: Class 41 contains 4899 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 25573 members 
Mstep: Class 44 contains 7705 members 
Mstep: Class 45 contains 4079 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 3646 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40335 members 
Mstep: Class 50 contains 1526 members 
Mstep: Class 51 contains 20318 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2781 members 
Mstep: Class 54 contains 11839 members 
Mstep: Class 55 contains 14215 members 
Mstep: Class 56 contains 1392 members 
Mstep: Class 57 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463952.000000 Penalty: 196811.812500
Iteration 100F: 58 clusters Score -1.34464e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 92588 members 
Mstep: Class 5 contains 134878 members 
Mstep: Class 6 contains 28574 members 
Mstep: Class 7 contains 5969 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 175187 members 
Mstep: Class 11 contains 43245 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 33327 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 11433 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68303 members 
Mstep: Class 23 contains 13447 members 
Mstep: Class 24 contains 40023 members 
Mstep: Class 25 contains 10178 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 105708 members 
Mstep: Class 28 contains 10919 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13411 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 15019 members 
Mstep: Class 33 contains 4931 members 
Mstep: Class 34 contains 3038 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5952 members 
Mstep: Class 37 contains 10592 members 
Mstep: Class 38 contains 49029 members 
Mstep: Class 39 contains 5278 members 
Mstep: Class 40 contains 9298 members 
Mstep: Class 41 contains 4915 members 
Mstep: Class 42 contains 423 members 
Mstep: Class 43 contains 25559 members 
Mstep: Class 44 contains 7705 members 
Mstep: Class 45 contains 4100 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40339 members 
Mstep: Class 50 contains 1525 members 
Mstep: Class 51 contains 20266 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2781 members 
Mstep: Class 54 contains 11804 members 
Mstep: Class 55 contains 14220 members 
Mstep: Class 56 contains 1405 members 
Mstep: Class 57 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464432.000000 Penalty: 196811.812500
Iteration 101Q: 58 clusters Score -1.344644e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92601 members 
Mstep: Class 5 contains 134829 members 
Mstep: Class 6 contains 28559 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 175077 members 
Mstep: Class 11 contains 43173 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 33349 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 11482 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68279 members 
Mstep: Class 23 contains 13524 members 
Mstep: Class 24 contains 40018 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 105818 members 
Mstep: Class 28 contains 10927 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13436 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 4932 members 
Mstep: Class 34 contains 3066 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5948 members 
Mstep: Class 37 contains 10628 members 
Mstep: Class 38 contains 49046 members 
Mstep: Class 39 contains 5279 members 
Mstep: Class 40 contains 9315 members 
Mstep: Class 41 contains 4936 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 25542 members 
Mstep: Class 44 contains 7706 members 
Mstep: Class 45 contains 4124 members 
Mstep: Class 46 contains 2137 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40339 members 
Mstep: Class 50 contains 1525 members 
Mstep: Class 51 contains 20211 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2777 members 
Mstep: Class 54 contains 11781 members 
Mstep: Class 55 contains 14224 members 
Mstep: Class 56 contains 1419 members 
Mstep: Class 57 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464720.000000 Penalty: 196811.812500
Iteration 102Q: 58 clusters Score -1.344647e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 92619 members 
Mstep: Class 5 contains 134775 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174992 members 
Mstep: Class 11 contains 43098 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 33363 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68264 members 
Mstep: Class 23 contains 13615 members 
Mstep: Class 24 contains 40023 members 
Mstep: Class 25 contains 10148 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 105905 members 
Mstep: Class 28 contains 10938 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13461 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 4930 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5949 members 
Mstep: Class 37 contains 10657 members 
Mstep: Class 38 contains 49062 members 
Mstep: Class 39 contains 5281 members 
Mstep: Class 40 contains 9335 members 
Mstep: Class 41 contains 4951 members 
Mstep: Class 42 contains 423 members 
Mstep: Class 43 contains 25528 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4141 members 
Mstep: Class 46 contains 2137 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40338 members 
Mstep: Class 50 contains 1526 members 
Mstep: Class 51 contains 20156 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2780 members 
Mstep: Class 54 contains 11744 members 
Mstep: Class 55 contains 14229 members 
Mstep: Class 56 contains 1433 members 
Mstep: Class 57 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465072.000000 Penalty: 196811.812500
Iteration 103Q: 58 clusters Score -1.344651e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 92630 members 
Mstep: Class 5 contains 134724 members 
Mstep: Class 6 contains 28507 members 
Mstep: Class 7 contains 6067 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174907 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 33395 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 5083 members 
Mstep: Class 19 contains 12326 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68240 members 
Mstep: Class 23 contains 13695 members 
Mstep: Class 24 contains 40041 members 
Mstep: Class 25 contains 10133 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 105995 members 
Mstep: Class 28 contains 10953 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13466 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 14983 members 
Mstep: Class 33 contains 4927 members 
Mstep: Class 34 contains 3100 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5947 members 
Mstep: Class 37 contains 10689 members 
Mstep: Class 38 contains 49080 members 
Mstep: Class 39 contains 5282 members 
Mstep: Class 40 contains 9349 members 
Mstep: Class 41 contains 4956 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 25508 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4150 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40323 members 
Mstep: Class 50 contains 1528 members 
Mstep: Class 51 contains 20100 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2785 members 
Mstep: Class 54 contains 11717 members 
Mstep: Class 55 contains 14236 members 
Mstep: Class 56 contains 1446 members 
Mstep: Class 57 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465264.000000 Penalty: 196811.812500
Iteration 104Q: 58 clusters Score -1.344653e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92635 members 
Mstep: Class 5 contains 134696 members 
Mstep: Class 6 contains 28486 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174836 members 
Mstep: Class 11 contains 42979 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 33425 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 12329 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68212 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 40066 members 
Mstep: Class 25 contains 10125 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 106060 members 
Mstep: Class 28 contains 10967 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13462 members 
Mstep: Class 31 contains 1179 members 
Mstep: Class 32 contains 14972 members 
Mstep: Class 33 contains 4925 members 
Mstep: Class 34 contains 3107 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5948 members 
Mstep: Class 37 contains 10730 members 
Mstep: Class 38 contains 49085 members 
Mstep: Class 39 contains 5282 members 
Mstep: Class 40 contains 9366 members 
Mstep: Class 41 contains 4963 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 25487 members 
Mstep: Class 44 contains 7708 members 
Mstep: Class 45 contains 4164 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40314 members 
Mstep: Class 50 contains 1529 members 
Mstep: Class 51 contains 20042 members 
Mstep: Class 52 contains 1001 members 
Mstep: Class 53 contains 2789 members 
Mstep: Class 54 contains 11692 members 
Mstep: Class 55 contains 14239 members 
Mstep: Class 56 contains 1460 members 
Mstep: Class 57 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465360.000000 Penalty: 196811.812500
Iteration 105Q: 58 clusters Score -1.344654e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 4555 members 
Mstep: Class 4 contains 92654 members 
Mstep: Class 5 contains 134674 members 
Mstep: Class 6 contains 28463 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174773 members 
Mstep: Class 11 contains 42929 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 33469 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68186 members 
Mstep: Class 23 contains 13839 members 
Mstep: Class 24 contains 40107 members 
Mstep: Class 25 contains 10111 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 106118 members 
Mstep: Class 28 contains 10976 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13440 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 4921 members 
Mstep: Class 34 contains 3112 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5950 members 
Mstep: Class 37 contains 10767 members 
Mstep: Class 38 contains 49091 members 
Mstep: Class 39 contains 5282 members 
Mstep: Class 40 contains 9385 members 
Mstep: Class 41 contains 4963 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 25472 members 
Mstep: Class 44 contains 7708 members 
Mstep: Class 45 contains 4186 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40318 members 
Mstep: Class 50 contains 1530 members 
Mstep: Class 51 contains 19978 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2795 members 
Mstep: Class 54 contains 11668 members 
Mstep: Class 55 contains 14242 members 
Mstep: Class 56 contains 1471 members 
Mstep: Class 57 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465648.000000 Penalty: 196811.812500
Iteration 106Q: 58 clusters Score -1.344656e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5811 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 92678 members 
Mstep: Class 5 contains 134661 members 
Mstep: Class 6 contains 28442 members 
Mstep: Class 7 contains 6106 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174698 members 
Mstep: Class 11 contains 42872 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 33486 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 12337 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68167 members 
Mstep: Class 23 contains 13900 members 
Mstep: Class 24 contains 40146 members 
Mstep: Class 25 contains 10108 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 106179 members 
Mstep: Class 28 contains 10994 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13440 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 14963 members 
Mstep: Class 33 contains 4921 members 
Mstep: Class 34 contains 3117 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5949 members 
Mstep: Class 37 contains 10810 members 
Mstep: Class 38 contains 49087 members 
Mstep: Class 39 contains 5282 members 
Mstep: Class 40 contains 9393 members 
Mstep: Class 41 contains 4974 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 25453 members 
Mstep: Class 44 contains 7709 members 
Mstep: Class 45 contains 4204 members 
Mstep: Class 46 contains 2139 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40314 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19919 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2798 members 
Mstep: Class 54 contains 11644 members 
Mstep: Class 55 contains 14241 members 
Mstep: Class 56 contains 1489 members 
Mstep: Class 57 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465856.000000 Penalty: 196811.812500
Iteration 107Q: 58 clusters Score -1.344659e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 92703 members 
Mstep: Class 5 contains 134637 members 
Mstep: Class 6 contains 28429 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174633 members 
Mstep: Class 11 contains 42823 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 33505 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 11889 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 12343 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68150 members 
Mstep: Class 23 contains 13953 members 
Mstep: Class 24 contains 40170 members 
Mstep: Class 25 contains 10109 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 106237 members 
Mstep: Class 28 contains 11014 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13438 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 14958 members 
Mstep: Class 33 contains 4919 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5947 members 
Mstep: Class 37 contains 10840 members 
Mstep: Class 38 contains 49085 members 
Mstep: Class 39 contains 5283 members 
Mstep: Class 40 contains 9402 members 
Mstep: Class 41 contains 4986 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 25441 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4217 members 
Mstep: Class 46 contains 2138 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40313 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19872 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2801 members 
Mstep: Class 54 contains 11626 members 
Mstep: Class 55 contains 14244 members 
Mstep: Class 56 contains 1497 members 
Mstep: Class 57 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465920.000000 Penalty: 196811.812500
Iteration 108Q: 58 clusters Score -1.344659e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92726 members 
Mstep: Class 5 contains 134612 members 
Mstep: Class 6 contains 28411 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 174579 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 33521 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 4962 members 
Mstep: Class 19 contains 12350 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68130 members 
Mstep: Class 23 contains 14004 members 
Mstep: Class 24 contains 40208 members 
Mstep: Class 25 contains 10099 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106285 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13447 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 3129 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5948 members 
Mstep: Class 37 contains 10868 members 
Mstep: Class 38 contains 49076 members 
Mstep: Class 39 contains 5284 members 
Mstep: Class 40 contains 9407 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 25408 members 
Mstep: Class 44 contains 7706 members 
Mstep: Class 45 contains 4231 members 
Mstep: Class 46 contains 2137 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40320 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19816 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2804 members 
Mstep: Class 54 contains 11619 members 
Mstep: Class 55 contains 14246 members 
Mstep: Class 56 contains 1502 members 
Mstep: Class 57 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466208.000000 Penalty: 196811.812500
Iteration 109Q: 58 clusters Score -1.344662e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5811 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 92753 members 
Mstep: Class 5 contains 134596 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 174522 members 
Mstep: Class 11 contains 42718 members 
Mstep: Class 12 contains 2097 members 
Mstep: Class 13 contains 33549 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 12358 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 68115 members 
Mstep: Class 23 contains 14057 members 
Mstep: Class 24 contains 40252 members 
Mstep: Class 25 contains 10089 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106317 members 
Mstep: Class 28 contains 11046 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13445 members 
Mstep: Class 31 contains 1117 members 
Mstep: Class 32 contains 14968 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 3140 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5949 members 
Mstep: Class 37 contains 10895 members 
Mstep: Class 38 contains 49076 members 
Mstep: Class 39 contains 5284 members 
Mstep: Class 40 contains 9411 members 
Mstep: Class 41 contains 5008 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25390 members 
Mstep: Class 44 contains 7706 members 
Mstep: Class 45 contains 4238 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40329 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19773 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2809 members 
Mstep: Class 54 contains 11610 members 
Mstep: Class 55 contains 14248 members 
Mstep: Class 56 contains 1508 members 
Mstep: Class 57 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466512.000000 Penalty: 196811.812500
Iteration 110Q: 58 clusters Score -1.344665e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5812 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 92786 members 
Mstep: Class 5 contains 134576 members 
Mstep: Class 6 contains 28352 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 174483 members 
Mstep: Class 11 contains 42680 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12137 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 68100 members 
Mstep: Class 23 contains 14107 members 
Mstep: Class 24 contains 40296 members 
Mstep: Class 25 contains 10079 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 106348 members 
Mstep: Class 28 contains 11058 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13445 members 
Mstep: Class 31 contains 1112 members 
Mstep: Class 32 contains 14963 members 
Mstep: Class 33 contains 4917 members 
Mstep: Class 34 contains 3154 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5950 members 
Mstep: Class 37 contains 10923 members 
Mstep: Class 38 contains 49055 members 
Mstep: Class 39 contains 5284 members 
Mstep: Class 40 contains 9409 members 
Mstep: Class 41 contains 5016 members 
Mstep: Class 42 contains 415 members 
Mstep: Class 43 contains 25371 members 
Mstep: Class 44 contains 7706 members 
Mstep: Class 45 contains 4242 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40342 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19722 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2812 members 
Mstep: Class 54 contains 11597 members 
Mstep: Class 55 contains 14251 members 
Mstep: Class 56 contains 1515 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466640.000000 Penalty: 196811.812500
Iteration 111Q: 58 clusters Score -1.344666e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5816 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 92810 members 
Mstep: Class 5 contains 134551 members 
Mstep: Class 6 contains 28311 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 174443 members 
Mstep: Class 11 contains 42621 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 33585 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12207 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 68084 members 
Mstep: Class 23 contains 14151 members 
Mstep: Class 24 contains 40342 members 
Mstep: Class 25 contains 10067 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 106388 members 
Mstep: Class 28 contains 11071 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13465 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 14965 members 
Mstep: Class 33 contains 4916 members 
Mstep: Class 34 contains 3166 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5950 members 
Mstep: Class 37 contains 10943 members 
Mstep: Class 38 contains 49053 members 
Mstep: Class 39 contains 5283 members 
Mstep: Class 40 contains 9415 members 
Mstep: Class 41 contains 5018 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25355 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4246 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40360 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19684 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2810 members 
Mstep: Class 54 contains 11588 members 
Mstep: Class 55 contains 14253 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467360.000000 Penalty: 196811.812500
Iteration 112Q: 58 clusters Score -1.344674e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 92824 members 
Mstep: Class 5 contains 134540 members 
Mstep: Class 6 contains 28275 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 174410 members 
Mstep: Class 11 contains 42587 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 33612 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12243 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 22 contains 68064 members 
Mstep: Class 23 contains 14175 members 
Mstep: Class 24 contains 40390 members 
Mstep: Class 25 contains 10069 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106419 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13461 members 
Mstep: Class 31 contains 1110 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 4917 members 
Mstep: Class 34 contains 3173 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5949 members 
Mstep: Class 37 contains 10970 members 
Mstep: Class 38 contains 49037 members 
Mstep: Class 39 contains 5281 members 
Mstep: Class 40 contains 9428 members 
Mstep: Class 41 contains 5019 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25334 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4247 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40377 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19646 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2814 members 
Mstep: Class 54 contains 11575 members 
Mstep: Class 55 contains 14255 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467616.000000 Penalty: 196811.812500
Iteration 113Q: 58 clusters Score -1.344676e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 92836 members 
Mstep: Class 5 contains 134517 members 
Mstep: Class 6 contains 28241 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 174363 members 
Mstep: Class 11 contains 42520 members 
Mstep: Class 12 contains 2102 members 
Mstep: Class 13 contains 33632 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 12394 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3267 members 
Mstep: Class 22 contains 68051 members 
Mstep: Class 23 contains 14201 members 
Mstep: Class 24 contains 40426 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106458 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13471 members 
Mstep: Class 31 contains 1110 members 
Mstep: Class 32 contains 14982 members 
Mstep: Class 33 contains 4916 members 
Mstep: Class 34 contains 3182 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5948 members 
Mstep: Class 37 contains 11002 members 
Mstep: Class 38 contains 49035 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9442 members 
Mstep: Class 41 contains 5029 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25329 members 
Mstep: Class 44 contains 7706 members 
Mstep: Class 45 contains 4248 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40418 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19604 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2814 members 
Mstep: Class 54 contains 11563 members 
Mstep: Class 55 contains 14256 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467600.000000 Penalty: 196811.812500
Iteration 114Q: 58 clusters Score -1.344676e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 92852 members 
Mstep: Class 5 contains 134509 members 
Mstep: Class 6 contains 28207 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 174315 members 
Mstep: Class 11 contains 42455 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 33651 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12215 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 12401 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 68028 members 
Mstep: Class 23 contains 14227 members 
Mstep: Class 24 contains 40461 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106510 members 
Mstep: Class 28 contains 11120 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13482 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 4914 members 
Mstep: Class 34 contains 3183 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5947 members 
Mstep: Class 37 contains 11031 members 
Mstep: Class 38 contains 49034 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9454 members 
Mstep: Class 41 contains 5035 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25314 members 
Mstep: Class 44 contains 7705 members 
Mstep: Class 45 contains 4252 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40451 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19570 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2818 members 
Mstep: Class 54 contains 11546 members 
Mstep: Class 55 contains 14256 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467696.000000 Penalty: 196811.812500
Iteration 115Q: 58 clusters Score -1.344677e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 92870 members 
Mstep: Class 5 contains 134490 members 
Mstep: Class 6 contains 28180 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174274 members 
Mstep: Class 11 contains 42402 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 33666 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12195 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 68005 members 
Mstep: Class 23 contains 14244 members 
Mstep: Class 24 contains 40489 members 
Mstep: Class 25 contains 10037 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106544 members 
Mstep: Class 28 contains 11131 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13501 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 4912 members 
Mstep: Class 34 contains 3188 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5950 members 
Mstep: Class 37 contains 11059 members 
Mstep: Class 38 contains 49043 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9461 members 
Mstep: Class 41 contains 5041 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25299 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40491 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19531 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2821 members 
Mstep: Class 54 contains 11523 members 
Mstep: Class 55 contains 14260 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467744.000000 Penalty: 196811.812500
Iteration 116Q: 58 clusters Score -1.344677e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 92885 members 
Mstep: Class 5 contains 134470 members 
Mstep: Class 6 contains 28149 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174224 members 
Mstep: Class 11 contains 42335 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33676 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12181 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 4859 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67987 members 
Mstep: Class 23 contains 14254 members 
Mstep: Class 24 contains 40521 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106600 members 
Mstep: Class 28 contains 11148 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13521 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15025 members 
Mstep: Class 33 contains 4909 members 
Mstep: Class 34 contains 3190 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5951 members 
Mstep: Class 37 contains 11079 members 
Mstep: Class 38 contains 49046 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9471 members 
Mstep: Class 41 contains 5048 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25287 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40527 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19491 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2824 members 
Mstep: Class 54 contains 11512 members 
Mstep: Class 55 contains 14266 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134468080.000000 Penalty: 196811.812500
Iteration 117Q: 58 clusters Score -1.344681e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 92893 members 
Mstep: Class 5 contains 134458 members 
Mstep: Class 6 contains 28108 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174176 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33680 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12162 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 12420 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67970 members 
Mstep: Class 23 contains 14265 members 
Mstep: Class 24 contains 40566 members 
Mstep: Class 25 contains 10025 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106652 members 
Mstep: Class 28 contains 11154 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13553 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15041 members 
Mstep: Class 33 contains 4907 members 
Mstep: Class 34 contains 3191 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5953 members 
Mstep: Class 37 contains 11096 members 
Mstep: Class 38 contains 49043 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9478 members 
Mstep: Class 41 contains 5057 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25275 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4264 members 
Mstep: Class 46 contains 2135 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40553 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19459 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2824 members 
Mstep: Class 54 contains 11499 members 
Mstep: Class 55 contains 14268 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467936.000000 Penalty: 196811.812500
Iteration 118Q: 58 clusters Score -1.344679e+08 nChanged 519
Entering ConstructFrom: 
Score: -134467936.000000 Penalty: 196811.812500
Entering ConstructFrom: 
Trying to split cluster 1 (10694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Entering Unmasked Estep 
Score: -1309085.375000 Penalty: 2300.804688
	Iteration 0F: 2 clusters Score -1309085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1301012.750000 Penalty: 4601.609375
	Iteration 0F: 3 clusters Score -1301013 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1303588.625000 Penalty: 4601.609375
	Iteration 1F: 3 clusters Score -1303589 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1304268.250000 Penalty: 4601.609375
	Iteration 2F: 3 clusters Score -1304268 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1305455.500000 Penalty: 4601.609375
	Iteration 3F: 3 clusters Score -1305456 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1307125.375000 Penalty: 4601.609375
	Iteration 4F: 3 clusters Score -1307125 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1308360.125000 Penalty: 4601.609375
	Iteration 5F: 3 clusters Score -1308360 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1308976.500000 Penalty: 4601.609375
	Iteration 6F: 3 clusters Score -1308976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1309333.875000 Penalty: 4601.609375
	Iteration 7Q: 3 clusters Score -1309334 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1309602.750000 Penalty: 4601.609375
	Iteration 8Q: 3 clusters Score -1309603 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1309858.375000 Penalty: 4601.609375
	Iteration 9Q: 3 clusters Score -1309858 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1310120.125000 Penalty: 4601.609375
	Iteration 10Q: 3 clusters Score -1310120 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1310407.750000 Penalty: 4601.609375
	Iteration 11Q: 3 clusters Score -1310408 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1310678.250000 Penalty: 4601.609375
	Iteration 12Q: 3 clusters Score -1310678 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1310924.625000 Penalty: 4601.609375
	Iteration 13Q: 3 clusters Score -1310925 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1311110.250000 Penalty: 4601.609375
	Iteration 14Q: 3 clusters Score -1311110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1311240.375000 Penalty: 4601.609375
	Iteration 15Q: 3 clusters Score -1311240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1311293.625000 Penalty: 4601.609375
	Iteration 16Q: 3 clusters Score -1311294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1311320.500000 Penalty: 4601.609375
	Iteration 17Q: 3 clusters Score -1311320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1311333.625000 Penalty: 4601.609375
	Iteration 18Q: 3 clusters Score -1311334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1311339.625000 Penalty: 4601.609375
	Iteration 19Q: 3 clusters Score -1311340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1311341.500000 Penalty: 4601.609375
	Iteration 20F: 3 clusters Score -1311342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1311346.500000 Penalty: 4601.609375
	Iteration 21Q: 3 clusters Score -1311346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1311346.375000 Penalty: 4601.609375
	Iteration 22Q: 3 clusters Score -1311346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1311345.750000 Penalty: 4601.609375
	Iteration 23Q: 3 clusters Score -1311346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1311344.875000 Penalty: 4601.609375
	Iteration 24Q: 3 clusters Score -1311345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1311346.125000 Penalty: 4601.609375
	Iteration 25Q: 3 clusters Score -1311346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1311347.125000 Penalty: 4601.609375
	Iteration 26Q: 3 clusters Score -1311347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1311350.000000 Penalty: 4601.609375
	Iteration 27Q: 3 clusters Score -1311350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1311350.500000 Penalty: 4601.609375
	Iteration 28Q: 3 clusters Score -1311350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1311353.000000 Penalty: 4601.609375
	Iteration 29Q: 3 clusters Score -1311353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1311353.875000 Penalty: 4601.609375
	Iteration 30Q: 3 clusters Score -1311354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1311351.000000 Penalty: 4601.609375
	Iteration 31Q: 3 clusters Score -1311351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1311351.000000 Penalty: 4601.609375
	Iteration 32Q: 3 clusters Score -1311351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1311352.250000 Penalty: 4601.609375
	Iteration 33Q: 3 clusters Score -1311352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1311351.625000 Penalty: 4601.609375
	Iteration 34Q: 3 clusters Score -1311352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1311352.875000 Penalty: 4601.609375
	Iteration 35Q: 3 clusters Score -1311353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1311352.625000 Penalty: 4601.609375
	Iteration 36Q: 3 clusters Score -1311353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1311352.375000 Penalty: 4601.609375
	Iteration 37Q: 3 clusters Score -1311352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1311351.875000 Penalty: 4601.609375
	Iteration 38Q: 3 clusters Score -1311352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1311354.250000 Penalty: 4601.609375
	Iteration 39Q: 3 clusters Score -1311354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1311354.125000 Penalty: 4601.609375
	Iteration 40F: 3 clusters Score -1311354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1311355.500000 Penalty: 4601.609375
	Iteration 41Q: 3 clusters Score -1311356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1311356.625000 Penalty: 4601.609375
	Iteration 42Q: 3 clusters Score -1311357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1311355.875000 Penalty: 4601.609375
	Iteration 43Q: 3 clusters Score -1311356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1311356.500000 Penalty: 4601.609375
	Iteration 44Q: 3 clusters Score -1311356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1311356.125000 Penalty: 4601.609375
	Iteration 45Q: 3 clusters Score -1311356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1311355.500000 Penalty: 4601.609375
	Iteration 46Q: 3 clusters Score -1311356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1311355.125000 Penalty: 4601.609375
	Iteration 47Q: 3 clusters Score -1311355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1311355.125000 Penalty: 4601.609375
	Iteration 48F: 3 clusters Score -1311355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 92896 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Entering Unmasked Estep 
Score: -134469104.000000 Penalty: 200264.656250
Splitting cluster 1 changes total score from -134467936.000000 to -134469104.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 2 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -632784.625000 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -632784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -627749.812500 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -627749.8 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -629097.125000 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -629097.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -629397.875000 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -629397.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -629629.750000 Penalty: 4299.425293
	Iteration 3F: 3 clusters Score -629629.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -629811.000000 Penalty: 4299.425293
	Iteration 4Q: 3 clusters Score -629811 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -629944.312500 Penalty: 4299.425293
	Iteration 5Q: 3 clusters Score -629944.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -630088.625000 Penalty: 4299.425293
	Iteration 6Q: 3 clusters Score -630088.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -630288.312500 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -630288.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -630498.687500 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -630498.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -630668.250000 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -630668.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -630817.625000 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -630817.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -630952.937500 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -630952.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -631075.812500 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -631075.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -631173.125000 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -631173.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -631230.875000 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -631230.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -631279.562500 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -631279.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -631307.687500 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -631307.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -631325.250000 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -631325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -631339.125000 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -631339.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -631346.437500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -631346.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -631363.687500 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -631363.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -631373.125000 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -631373.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -631387.000000 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -631387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -631395.312500 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -631395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -631408.125000 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -631408.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -631420.750000 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -631420.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -631428.062500 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -631428.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -631433.750000 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -631433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -631444.375000 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -631444.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -631455.625000 Penalty: 4299.425293
	Iteration 29Q: 3 clusters Score -631455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -631464.187500 Penalty: 4299.425293
	Iteration 30Q: 3 clusters Score -631464.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -631470.375000 Penalty: 4299.425293
	Iteration 31Q: 3 clusters Score -631470.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -631477.062500 Penalty: 4299.425293
	Iteration 32Q: 3 clusters Score -631477.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -631486.500000 Penalty: 4299.425293
	Iteration 33Q: 3 clusters Score -631486.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -631498.000000 Penalty: 4299.425293
	Iteration 34Q: 3 clusters Score -631498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -631508.562500 Penalty: 4299.425293
	Iteration 35Q: 3 clusters Score -631508.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -631514.062500 Penalty: 4299.425293
	Iteration 36Q: 3 clusters Score -631514.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -631520.625000 Penalty: 4299.425293
	Iteration 37Q: 3 clusters Score -631520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -631528.375000 Penalty: 4299.425293
	Iteration 38Q: 3 clusters Score -631528.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -631536.875000 Penalty: 4299.425293
	Iteration 39Q: 3 clusters Score -631536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -631544.125000 Penalty: 4299.425293
	Iteration 40F: 3 clusters Score -631544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -631552.687500 Penalty: 4299.425293
	Iteration 41Q: 3 clusters Score -631552.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -631562.250000 Penalty: 4299.425293
	Iteration 42Q: 3 clusters Score -631562.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -631569.187500 Penalty: 4299.425293
	Iteration 43Q: 3 clusters Score -631569.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -631579.812500 Penalty: 4299.425293
	Iteration 44Q: 3 clusters Score -631579.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -631592.062500 Penalty: 4299.425293
	Iteration 45Q: 3 clusters Score -631592.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -631606.437500 Penalty: 4299.425293
	Iteration 46Q: 3 clusters Score -631606.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -631624.937500 Penalty: 4299.425293
	Iteration 47Q: 3 clusters Score -631624.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -631646.062500 Penalty: 4299.425293
	Iteration 48Q: 3 clusters Score -631646.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -631661.500000 Penalty: 4299.425293
	Iteration 49Q: 3 clusters Score -631661.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -631672.750000 Penalty: 4299.425293
	Iteration 50Q: 3 clusters Score -631672.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -631680.875000 Penalty: 4299.425293
	Iteration 51Q: 3 clusters Score -631680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -631690.312500 Penalty: 4299.425293
	Iteration 52Q: 3 clusters Score -631690.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -631696.937500 Penalty: 4299.425293
	Iteration 53Q: 3 clusters Score -631696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -631701.687500 Penalty: 4299.425293
	Iteration 54Q: 3 clusters Score -631701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -631706.187500 Penalty: 4299.425293
	Iteration 55Q: 3 clusters Score -631706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -631709.812500 Penalty: 4299.425293
	Iteration 56Q: 3 clusters Score -631709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -631714.500000 Penalty: 4299.425293
	Iteration 57Q: 3 clusters Score -631714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -631718.687500 Penalty: 4299.425293
	Iteration 58Q: 3 clusters Score -631718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -631725.500000 Penalty: 4299.425293
	Iteration 59Q: 3 clusters Score -631725.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -631731.750000 Penalty: 4299.425293
	Iteration 60F: 3 clusters Score -631731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -631737.562500 Penalty: 4299.425293
	Iteration 61Q: 3 clusters Score -631737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -631743.687500 Penalty: 4299.425293
	Iteration 62Q: 3 clusters Score -631743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -631755.812500 Penalty: 4299.425293
	Iteration 63Q: 3 clusters Score -631755.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -631767.312500 Penalty: 4299.425293
	Iteration 64Q: 3 clusters Score -631767.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -631777.125000 Penalty: 4299.425293
	Iteration 65Q: 3 clusters Score -631777.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -631789.750000 Penalty: 4299.425293
	Iteration 66Q: 3 clusters Score -631789.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -631807.375000 Penalty: 4299.425293
	Iteration 67Q: 3 clusters Score -631807.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -631821.125000 Penalty: 4299.425293
	Iteration 68Q: 3 clusters Score -631821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -631831.312500 Penalty: 4299.425293
	Iteration 69Q: 3 clusters Score -631831.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -631836.562500 Penalty: 4299.425293
	Iteration 70Q: 3 clusters Score -631836.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -631847.687500 Penalty: 4299.425293
	Iteration 71Q: 3 clusters Score -631847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -631856.187500 Penalty: 4299.425293
	Iteration 72Q: 3 clusters Score -631856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -631861.125000 Penalty: 4299.425293
	Iteration 73Q: 3 clusters Score -631861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -631865.562500 Penalty: 4299.425293
	Iteration 74Q: 3 clusters Score -631865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -631874.750000 Penalty: 4299.425293
	Iteration 75Q: 3 clusters Score -631874.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -631880.937500 Penalty: 4299.425293
	Iteration 76Q: 3 clusters Score -631880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -631886.750000 Penalty: 4299.425293
	Iteration 77Q: 3 clusters Score -631886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -631889.125000 Penalty: 4299.425293
	Iteration 78Q: 3 clusters Score -631889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -631891.375000 Penalty: 4299.425293
	Iteration 79Q: 3 clusters Score -631891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -631891.500000 Penalty: 4299.425293
	Iteration 80F: 3 clusters Score -631891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -631896.437500 Penalty: 4299.425293
	Iteration 81Q: 3 clusters Score -631896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -631900.062500 Penalty: 4299.425293
	Iteration 82Q: 3 clusters Score -631900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -631904.437500 Penalty: 4299.425293
	Iteration 83Q: 3 clusters Score -631904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -631907.125000 Penalty: 4299.425293
	Iteration 84Q: 3 clusters Score -631907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -631913.812500 Penalty: 4299.425293
	Iteration 85Q: 3 clusters Score -631913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -631919.812500 Penalty: 4299.425293
	Iteration 86Q: 3 clusters Score -631919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -631929.437500 Penalty: 4299.425293
	Iteration 87Q: 3 clusters Score -631929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -631936.250000 Penalty: 4299.425293
	Iteration 88Q: 3 clusters Score -631936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -631942.625000 Penalty: 4299.425293
	Iteration 89Q: 3 clusters Score -631942.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -631947.562500 Penalty: 4299.425293
	Iteration 90Q: 3 clusters Score -631947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -631954.937500 Penalty: 4299.425293
	Iteration 91Q: 3 clusters Score -631954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -631958.375000 Penalty: 4299.425293
	Iteration 92Q: 3 clusters Score -631958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -631959.750000 Penalty: 4299.425293
	Iteration 93Q: 3 clusters Score -631959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -631963.562500 Penalty: 4299.425293
	Iteration 94Q: 3 clusters Score -631963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -631963.937500 Penalty: 4299.425293
	Iteration 95Q: 3 clusters Score -631963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -631965.375000 Penalty: 4299.425293
	Iteration 96Q: 3 clusters Score -631965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -631964.750000 Penalty: 4299.425293
	Iteration 97Q: 3 clusters Score -631964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -631964.750000 Penalty: 4299.425293
	Iteration 98F: 3 clusters Score -631964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -548713.812500 Penalty: 2088.929443
	Iteration 0F: 2 clusters Score -548713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -544460.750000 Penalty: 4177.858887
	Iteration 0F: 3 clusters Score -544460.8 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -545505.562500 Penalty: 4177.858887
	Iteration 1F: 3 clusters Score -545505.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -545770.812500 Penalty: 4177.858887
	Iteration 2F: 3 clusters Score -545770.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -545981.375000 Penalty: 4177.858887
	Iteration 3F: 3 clusters Score -545981.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -546215.312500 Penalty: 4177.858887
	Iteration 4F: 3 clusters Score -546215.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -546398.375000 Penalty: 4177.858887
	Iteration 5F: 3 clusters Score -546398.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -546599.062500 Penalty: 4177.858887
	Iteration 6Q: 3 clusters Score -546599.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -546805.250000 Penalty: 4177.858887
	Iteration 7Q: 3 clusters Score -546805.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -547012.000000 Penalty: 4177.858887
	Iteration 8F: 3 clusters Score -547012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -547171.250000 Penalty: 4177.858887
	Iteration 9Q: 3 clusters Score -547171.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -547309.625000 Penalty: 4177.858887
	Iteration 10Q: 3 clusters Score -547309.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -547414.875000 Penalty: 4177.858887
	Iteration 11Q: 3 clusters Score -547414.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -547502.187500 Penalty: 4177.858887
	Iteration 12Q: 3 clusters Score -547502.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -547592.312500 Penalty: 4177.858887
	Iteration 13Q: 3 clusters Score -547592.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -547664.000000 Penalty: 4177.858887
	Iteration 14Q: 3 clusters Score -547664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -547701.937500 Penalty: 4177.858887
	Iteration 15Q: 3 clusters Score -547701.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -547725.625000 Penalty: 4177.858887
	Iteration 16Q: 3 clusters Score -547725.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -547741.937500 Penalty: 4177.858887
	Iteration 17Q: 3 clusters Score -547741.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -547751.812500 Penalty: 4177.858887
	Iteration 18Q: 3 clusters Score -547751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -547761.687500 Penalty: 4177.858887
	Iteration 19Q: 3 clusters Score -547761.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -547771.687500 Penalty: 4177.858887
	Iteration 20F: 3 clusters Score -547771.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -547785.375000 Penalty: 4177.858887
	Iteration 21Q: 3 clusters Score -547785.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -547795.937500 Penalty: 4177.858887
	Iteration 22Q: 3 clusters Score -547795.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -547812.250000 Penalty: 4177.858887
	Iteration 23Q: 3 clusters Score -547812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -547834.250000 Penalty: 4177.858887
	Iteration 24Q: 3 clusters Score -547834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -547854.062500 Penalty: 4177.858887
	Iteration 25Q: 3 clusters Score -547854.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -547870.437500 Penalty: 4177.858887
	Iteration 26Q: 3 clusters Score -547870.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -547891.187500 Penalty: 4177.858887
	Iteration 27Q: 3 clusters Score -547891.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -547925.687500 Penalty: 4177.858887
	Iteration 28Q: 3 clusters Score -547925.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -547960.500000 Penalty: 4177.858887
	Iteration 29Q: 3 clusters Score -547960.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -547971.687500 Penalty: 4177.858887
	Iteration 30Q: 3 clusters Score -547971.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -547979.562500 Penalty: 4177.858887
	Iteration 31Q: 3 clusters Score -547979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -547983.875000 Penalty: 4177.858887
	Iteration 32Q: 3 clusters Score -547983.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -547989.187500 Penalty: 4177.858887
	Iteration 33Q: 3 clusters Score -547989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -547991.750000 Penalty: 4177.858887
	Iteration 34Q: 3 clusters Score -547991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -547992.437500 Penalty: 4177.858887
	Iteration 35Q: 3 clusters Score -547992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547995.750000 Penalty: 4177.858887
	Iteration 36Q: 3 clusters Score -547995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -547997.625000 Penalty: 4177.858887
	Iteration 37Q: 3 clusters Score -547997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -548000.000000 Penalty: 4177.858887
	Iteration 38Q: 3 clusters Score -548000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -547999.750000 Penalty: 4177.858887
	Iteration 39Q: 3 clusters Score -547999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -547999.750000 Penalty: 4177.858887
	Iteration 40F: 3 clusters Score -547999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (92896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Entering Unmasked Estep 
Score: -11414317.000000 Penalty: 2836.930420
	Iteration 0F: 2 clusters Score -1.141432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -11352105.000000 Penalty: 5673.860840
	Iteration 0F: 3 clusters Score -1.13521e+07 nChanged 43774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -11378204.000000 Penalty: 5673.860840
	Iteration 1F: 3 clusters Score -1.13782e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -11380693.000000 Penalty: 5673.860840
	Iteration 2F: 3 clusters Score -1.138069e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -11384581.000000 Penalty: 5673.860840
	Iteration 3F: 3 clusters Score -1.138458e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -11389220.000000 Penalty: 5673.860840
	Iteration 4F: 3 clusters Score -1.138922e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -11394699.000000 Penalty: 5673.860840
	Iteration 5F: 3 clusters Score -1.13947e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -11399597.000000 Penalty: 5673.860840
	Iteration 6F: 3 clusters Score -1.13996e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -11403725.000000 Penalty: 5673.860840
	Iteration 7F: 3 clusters Score -1.140372e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -11406756.000000 Penalty: 5673.860840
	Iteration 8Q: 3 clusters Score -1.140676e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -11408628.000000 Penalty: 5673.860840
	Iteration 9Q: 3 clusters Score -1.140863e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -11410160.000000 Penalty: 5673.860840
	Iteration 10Q: 3 clusters Score -1.141016e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -11411522.000000 Penalty: 5673.860840
	Iteration 11Q: 3 clusters Score -1.141152e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -11412747.000000 Penalty: 5673.860840
	Iteration 12Q: 3 clusters Score -1.141275e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -11413457.000000 Penalty: 5673.860840
	Iteration 13Q: 3 clusters Score -1.141346e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -11413887.000000 Penalty: 5673.860840
	Iteration 14Q: 3 clusters Score -1.141389e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -11414133.000000 Penalty: 5673.860840
	Iteration 15Q: 3 clusters Score -1.141413e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -11414225.000000 Penalty: 5673.860840
	Iteration 16Q: 3 clusters Score -1.141422e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -11414301.000000 Penalty: 5673.860840
	Iteration 17Q: 3 clusters Score -1.14143e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -11414329.000000 Penalty: 5673.860840
	Iteration 18Q: 3 clusters Score -1.141433e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -11414310.000000 Penalty: 5673.860840
	Iteration 19Q: 3 clusters Score -1.141431e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -11414296.000000 Penalty: 5673.860840
	Iteration 20F: 3 clusters Score -1.14143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -11414328.000000 Penalty: 5673.860840
	Iteration 21Q: 3 clusters Score -1.141433e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -11414326.000000 Penalty: 5673.860840
	Iteration 22Q: 3 clusters Score -1.141433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -11414327.000000 Penalty: 5673.860840
	Iteration 23Q: 3 clusters Score -1.141433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -11414317.000000 Penalty: 5673.860840
	Iteration 24Q: 3 clusters Score -1.141432e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -11414332.000000 Penalty: 5673.860840
	Iteration 25Q: 3 clusters Score -1.141433e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -11414329.000000 Penalty: 5673.860840
	Iteration 26Q: 3 clusters Score -1.141433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -11414341.000000 Penalty: 5673.860840
	Iteration 27Q: 3 clusters Score -1.141434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -11414333.000000 Penalty: 5673.860840
	Iteration 28Q: 3 clusters Score -1.141433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -11414333.000000 Penalty: 5673.860840
	Iteration 29Q: 3 clusters Score -1.141433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -11414340.000000 Penalty: 5673.860840
	Iteration 30Q: 3 clusters Score -1.141434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -11414334.000000 Penalty: 5673.860840
	Iteration 31Q: 3 clusters Score -1.141433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -11414345.000000 Penalty: 5673.860840
	Iteration 32Q: 3 clusters Score -1.141434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -11414345.000000 Penalty: 5673.860840
	Iteration 33Q: 3 clusters Score -1.141434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -11414354.000000 Penalty: 5673.860840
	Iteration 34Q: 3 clusters Score -1.141435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -11414346.000000 Penalty: 5673.860840
	Iteration 35Q: 3 clusters Score -1.141435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -11414338.000000 Penalty: 5673.860840
	Iteration 36Q: 3 clusters Score -1.141434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -11414336.000000 Penalty: 5673.860840
	Iteration 37Q: 3 clusters Score -1.141434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -11414336.000000 Penalty: 5673.860840
	Iteration 38F: 3 clusters Score -1.141434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Entering Unmasked Estep 
Score: -134468560.000000 Penalty: 203717.484375
Splitting cluster 4 changes total score from -134467936.000000 to -134468560.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 5 (134451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Entering Unmasked Estep 
Score: -16803452.000000 Penalty: 2928.620850
	Iteration 0F: 2 clusters Score -1.680345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -16713703.000000 Penalty: 5857.241699
	Iteration 0F: 3 clusters Score -1.67137e+07 nChanged 63883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -16750330.000000 Penalty: 5857.241699
	Iteration 1F: 3 clusters Score -1.675033e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -16751168.000000 Penalty: 5857.241699
	Iteration 2Q: 3 clusters Score -1.675117e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -16752237.000000 Penalty: 5857.241699
	Iteration 3Q: 3 clusters Score -1.675224e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -16753490.000000 Penalty: 5857.241699
	Iteration 4Q: 3 clusters Score -1.675349e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -16755214.000000 Penalty: 5857.241699
	Iteration 5Q: 3 clusters Score -1.675521e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -16757844.000000 Penalty: 5857.241699
	Iteration 6Q: 3 clusters Score -1.675784e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -16761617.000000 Penalty: 5857.241699
	Iteration 7F: 3 clusters Score -1.676162e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -16766812.000000 Penalty: 5857.241699
	Iteration 8F: 3 clusters Score -1.676681e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -16773563.000000 Penalty: 5857.241699
	Iteration 9F: 3 clusters Score -1.677356e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -16781362.000000 Penalty: 5857.241699
	Iteration 10F: 3 clusters Score -1.678136e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -16788740.000000 Penalty: 5857.241699
	Iteration 11F: 3 clusters Score -1.678874e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -16794140.000000 Penalty: 5857.241699
	Iteration 12Q: 3 clusters Score -1.679414e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -16797564.000000 Penalty: 5857.241699
	Iteration 13Q: 3 clusters Score -1.679756e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16799214.000000 Penalty: 5857.241699
	Iteration 14Q: 3 clusters Score -1.679921e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -16799968.000000 Penalty: 5857.241699
	Iteration 15Q: 3 clusters Score -1.679997e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16800380.000000 Penalty: 5857.241699
	Iteration 16Q: 3 clusters Score -1.680038e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16800580.000000 Penalty: 5857.241699
	Iteration 17Q: 3 clusters Score -1.680058e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16800700.000000 Penalty: 5857.241699
	Iteration 18Q: 3 clusters Score -1.68007e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133447 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16800794.000000 Penalty: 5857.241699
	Iteration 19Q: 3 clusters Score -1.680079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133528 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16800846.000000 Penalty: 5857.241699
	Iteration 20F: 3 clusters Score -1.680085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16800872.000000 Penalty: 5857.241699
	Iteration 21Q: 3 clusters Score -1.680087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16800920.000000 Penalty: 5857.241699
	Iteration 22Q: 3 clusters Score -1.680092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16800922.000000 Penalty: 5857.241699
	Iteration 23Q: 3 clusters Score -1.680092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133682 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16800944.000000 Penalty: 5857.241699
	Iteration 24Q: 3 clusters Score -1.680094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133700 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16800964.000000 Penalty: 5857.241699
	Iteration 25Q: 3 clusters Score -1.680096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133720 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16800978.000000 Penalty: 5857.241699
	Iteration 26Q: 3 clusters Score -1.680098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16800974.000000 Penalty: 5857.241699
	Iteration 27Q: 3 clusters Score -1.680097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133742 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16800976.000000 Penalty: 5857.241699
	Iteration 28Q: 3 clusters Score -1.680098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133750 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16800996.000000 Penalty: 5857.241699
	Iteration 29Q: 3 clusters Score -1.6801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16800990.000000 Penalty: 5857.241699
	Iteration 30Q: 3 clusters Score -1.680099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16801006.000000 Penalty: 5857.241699
	Iteration 31Q: 3 clusters Score -1.680101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16801008.000000 Penalty: 5857.241699
	Iteration 32Q: 3 clusters Score -1.680101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16801002.000000 Penalty: 5857.241699
	Iteration 33Q: 3 clusters Score -1.6801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16801016.000000 Penalty: 5857.241699
	Iteration 34Q: 3 clusters Score -1.680102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16801026.000000 Penalty: 5857.241699
	Iteration 35Q: 3 clusters Score -1.680103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16801026.000000 Penalty: 5857.241699
	Iteration 36F: 3 clusters Score -1.680103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Entering Unmasked Estep 
Score: -3426849.500000 Penalty: 2540.244141
	Iteration 0F: 2 clusters Score -3426850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3407320.750000 Penalty: 5080.488281
	Iteration 0F: 3 clusters Score -3407321 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3414848.500000 Penalty: 5080.488281
	Iteration 1F: 3 clusters Score -3414848 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3415687.750000 Penalty: 5080.488281
	Iteration 2F: 3 clusters Score -3415688 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3416517.250000 Penalty: 5080.488281
	Iteration 3F: 3 clusters Score -3416517 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3417360.250000 Penalty: 5080.488281
	Iteration 4F: 3 clusters Score -3417360 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3418198.500000 Penalty: 5080.488281
	Iteration 5F: 3 clusters Score -3418198 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3418994.750000 Penalty: 5080.488281
	Iteration 6F: 3 clusters Score -3418995 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3419745.500000 Penalty: 5080.488281
	Iteration 7Q: 3 clusters Score -3419746 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3420490.750000 Penalty: 5080.488281
	Iteration 8Q: 3 clusters Score -3420491 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3421203.250000 Penalty: 5080.488281
	Iteration 9Q: 3 clusters Score -3421203 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3421785.000000 Penalty: 5080.488281
	Iteration 10Q: 3 clusters Score -3421785 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3422229.000000 Penalty: 5080.488281
	Iteration 11Q: 3 clusters Score -3422229 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3422538.750000 Penalty: 5080.488281
	Iteration 12Q: 3 clusters Score -3422539 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3422815.500000 Penalty: 5080.488281
	Iteration 13Q: 3 clusters Score -3422816 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3423102.250000 Penalty: 5080.488281
	Iteration 14Q: 3 clusters Score -3423102 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3423387.750000 Penalty: 5080.488281
	Iteration 15Q: 3 clusters Score -3423388 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3423699.750000 Penalty: 5080.488281
	Iteration 16Q: 3 clusters Score -3423700 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3423956.750000 Penalty: 5080.488281
	Iteration 17Q: 3 clusters Score -3423957 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3424191.500000 Penalty: 5080.488281
	Iteration 18Q: 3 clusters Score -3424192 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3424391.250000 Penalty: 5080.488281
	Iteration 19Q: 3 clusters Score -3424391 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3424571.250000 Penalty: 5080.488281
	Iteration 20F: 3 clusters Score -3424571 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3424730.000000 Penalty: 5080.488281
	Iteration 21Q: 3 clusters Score -3424730 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3424857.750000 Penalty: 5080.488281
	Iteration 22Q: 3 clusters Score -3424858 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3424971.000000 Penalty: 5080.488281
	Iteration 23Q: 3 clusters Score -3424971 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3425061.500000 Penalty: 5080.488281
	Iteration 24Q: 3 clusters Score -3425062 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3425135.750000 Penalty: 5080.488281
	Iteration 25Q: 3 clusters Score -3425136 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3425194.000000 Penalty: 5080.488281
	Iteration 26Q: 3 clusters Score -3425194 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3425267.500000 Penalty: 5080.488281
	Iteration 27Q: 3 clusters Score -3425268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3425314.750000 Penalty: 5080.488281
	Iteration 28Q: 3 clusters Score -3425315 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3425341.750000 Penalty: 5080.488281
	Iteration 29Q: 3 clusters Score -3425342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3425381.000000 Penalty: 5080.488281
	Iteration 30Q: 3 clusters Score -3425381 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3425407.250000 Penalty: 5080.488281
	Iteration 31Q: 3 clusters Score -3425407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3425429.250000 Penalty: 5080.488281
	Iteration 32Q: 3 clusters Score -3425429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3425461.500000 Penalty: 5080.488281
	Iteration 33Q: 3 clusters Score -3425462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3425473.000000 Penalty: 5080.488281
	Iteration 34Q: 3 clusters Score -3425473 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3425488.500000 Penalty: 5080.488281
	Iteration 35Q: 3 clusters Score -3425488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3425498.250000 Penalty: 5080.488281
	Iteration 36Q: 3 clusters Score -3425498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3425507.750000 Penalty: 5080.488281
	Iteration 37Q: 3 clusters Score -3425508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3425508.500000 Penalty: 5080.488281
	Iteration 38Q: 3 clusters Score -3425508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3425521.250000 Penalty: 5080.488281
	Iteration 39Q: 3 clusters Score -3425521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3425532.500000 Penalty: 5080.488281
	Iteration 40F: 3 clusters Score -3425532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3425544.250000 Penalty: 5080.488281
	Iteration 41Q: 3 clusters Score -3425544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3425543.250000 Penalty: 5080.488281
	Iteration 42Q: 3 clusters Score -3425543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3425549.000000 Penalty: 5080.488281
	Iteration 43Q: 3 clusters Score -3425549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3425552.500000 Penalty: 5080.488281
	Iteration 44Q: 3 clusters Score -3425552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3425554.250000 Penalty: 5080.488281
	Iteration 45Q: 3 clusters Score -3425554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3425557.500000 Penalty: 5080.488281
	Iteration 46Q: 3 clusters Score -3425558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3425569.500000 Penalty: 5080.488281
	Iteration 47Q: 3 clusters Score -3425570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3425565.750000 Penalty: 5080.488281
	Iteration 48Q: 3 clusters Score -3425566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3425568.000000 Penalty: 5080.488281
	Iteration 49Q: 3 clusters Score -3425568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3425577.000000 Penalty: 5080.488281
	Iteration 50Q: 3 clusters Score -3425577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3425582.250000 Penalty: 5080.488281
	Iteration 51Q: 3 clusters Score -3425582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3425587.250000 Penalty: 5080.488281
	Iteration 52Q: 3 clusters Score -3425587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3425589.000000 Penalty: 5080.488281
	Iteration 53Q: 3 clusters Score -3425589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3425582.000000 Penalty: 5080.488281
	Iteration 54Q: 3 clusters Score -3425582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3425587.750000 Penalty: 5080.488281
	Iteration 55Q: 3 clusters Score -3425588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3425589.250000 Penalty: 5080.488281
	Iteration 56Q: 3 clusters Score -3425589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3425591.500000 Penalty: 5080.488281
	Iteration 57Q: 3 clusters Score -3425592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3425594.000000 Penalty: 5080.488281
	Iteration 58Q: 3 clusters Score -3425594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3425592.500000 Penalty: 5080.488281
	Iteration 59Q: 3 clusters Score -3425592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3425594.750000 Penalty: 5080.488281
	Iteration 60F: 3 clusters Score -3425595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3425596.750000 Penalty: 5080.488281
	Iteration 61Q: 3 clusters Score -3425597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3425595.250000 Penalty: 5080.488281
	Iteration 62Q: 3 clusters Score -3425595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3425598.500000 Penalty: 5080.488281
	Iteration 63Q: 3 clusters Score -3425598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3425599.000000 Penalty: 5080.488281
	Iteration 64Q: 3 clusters Score -3425599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3425596.500000 Penalty: 5080.488281
	Iteration 65Q: 3 clusters Score -3425596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3425596.500000 Penalty: 5080.488281
	Iteration 66Q: 3 clusters Score -3425596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3425596.000000 Penalty: 5080.488281
	Iteration 67Q: 3 clusters Score -3425596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3425596.000000 Penalty: 5080.488281
	Iteration 68F: 3 clusters Score -3425596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -752801.687500 Penalty: 2164.127197
	Iteration 0F: 2 clusters Score -752801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -747498.687500 Penalty: 4328.254395
	Iteration 0F: 3 clusters Score -747498.7 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -748838.250000 Penalty: 4328.254395
	Iteration 1F: 3 clusters Score -748838.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -749056.812500 Penalty: 4328.254395
	Iteration 2F: 3 clusters Score -749056.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -749227.250000 Penalty: 4328.254395
	Iteration 3Q: 3 clusters Score -749227.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -749394.000000 Penalty: 4328.254395
	Iteration 4Q: 3 clusters Score -749394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -749557.875000 Penalty: 4328.254395
	Iteration 5Q: 3 clusters Score -749557.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -749731.500000 Penalty: 4328.254395
	Iteration 6Q: 3 clusters Score -749731.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -749898.625000 Penalty: 4328.254395
	Iteration 7Q: 3 clusters Score -749898.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -750083.750000 Penalty: 4328.254395
	Iteration 8Q: 3 clusters Score -750083.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -750252.125000 Penalty: 4328.254395
	Iteration 9Q: 3 clusters Score -750252.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -750412.687500 Penalty: 4328.254395
	Iteration 10Q: 3 clusters Score -750412.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -750585.375000 Penalty: 4328.254395
	Iteration 11Q: 3 clusters Score -750585.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -750702.312500 Penalty: 4328.254395
	Iteration 12Q: 3 clusters Score -750702.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -750783.250000 Penalty: 4328.254395
	Iteration 13Q: 3 clusters Score -750783.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -750863.562500 Penalty: 4328.254395
	Iteration 14Q: 3 clusters Score -750863.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -750923.375000 Penalty: 4328.254395
	Iteration 15Q: 3 clusters Score -750923.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -750958.812500 Penalty: 4328.254395
	Iteration 16Q: 3 clusters Score -750958.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -750983.125000 Penalty: 4328.254395
	Iteration 17Q: 3 clusters Score -750983.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -750998.437500 Penalty: 4328.254395
	Iteration 18Q: 3 clusters Score -750998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -751007.125000 Penalty: 4328.254395
	Iteration 19Q: 3 clusters Score -751007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -751015.437500 Penalty: 4328.254395
	Iteration 20F: 3 clusters Score -751015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751018.812500 Penalty: 4328.254395
	Iteration 21Q: 3 clusters Score -751018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751022.750000 Penalty: 4328.254395
	Iteration 22Q: 3 clusters Score -751022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751024.187500 Penalty: 4328.254395
	Iteration 23Q: 3 clusters Score -751024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -751024.937500 Penalty: 4328.254395
	Iteration 24Q: 3 clusters Score -751024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -751026.000000 Penalty: 4328.254395
	Iteration 25Q: 3 clusters Score -751026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -751028.250000 Penalty: 4328.254395
	Iteration 26Q: 3 clusters Score -751028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -751029.187500 Penalty: 4328.254395
	Iteration 27Q: 3 clusters Score -751029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751029.250000 Penalty: 4328.254395
	Iteration 28Q: 3 clusters Score -751029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -751028.937500 Penalty: 4328.254395
	Iteration 29Q: 3 clusters Score -751028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -751031.000000 Penalty: 4328.254395
	Iteration 30Q: 3 clusters Score -751031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -751031.062500 Penalty: 4328.254395
	Iteration 31Q: 3 clusters Score -751031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -751032.187500 Penalty: 4328.254395
	Iteration 32Q: 3 clusters Score -751032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -751033.250000 Penalty: 4328.254395
	Iteration 33Q: 3 clusters Score -751033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -751034.437500 Penalty: 4328.254395
	Iteration 34Q: 3 clusters Score -751034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -751034.937500 Penalty: 4328.254395
	Iteration 35Q: 3 clusters Score -751034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -751035.375000 Penalty: 4328.254395
	Iteration 36Q: 3 clusters Score -751035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -751036.687500 Penalty: 4328.254395
	Iteration 37Q: 3 clusters Score -751036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -751037.625000 Penalty: 4328.254395
	Iteration 38Q: 3 clusters Score -751037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -751038.500000 Penalty: 4328.254395
	Iteration 39Q: 3 clusters Score -751038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -751039.500000 Penalty: 4328.254395
	Iteration 40F: 3 clusters Score -751039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751039.750000 Penalty: 4328.254395
	Iteration 41Q: 3 clusters Score -751039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751040.812500 Penalty: 4328.254395
	Iteration 42Q: 3 clusters Score -751040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751041.437500 Penalty: 4328.254395
	Iteration 43Q: 3 clusters Score -751041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751038.750000 Penalty: 4328.254395
	Iteration 44Q: 3 clusters Score -751038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -751041.000000 Penalty: 4328.254395
	Iteration 45Q: 3 clusters Score -751041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -751039.812500 Penalty: 4328.254395
	Iteration 46Q: 3 clusters Score -751039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -751039.625000 Penalty: 4328.254395
	Iteration 47Q: 3 clusters Score -751039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751041.125000 Penalty: 4328.254395
	Iteration 48Q: 3 clusters Score -751041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -751041.562500 Penalty: 4328.254395
	Iteration 49Q: 3 clusters Score -751041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -751041.687500 Penalty: 4328.254395
	Iteration 50Q: 3 clusters Score -751041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -751041.687500 Penalty: 4328.254395
	Iteration 51F: 3 clusters Score -751041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -333340.156250 Penalty: 1966.065918
	Iteration 0F: 2 clusters Score -333340.2 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 1420 members 
Entering Unmasked Estep 
Score: -330294.906250 Penalty: 3932.131836
	Iteration 0F: 3 clusters Score -330294.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -331023.968750 Penalty: 3932.131836
	Iteration 1F: 3 clusters Score -331024 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -331314.125000 Penalty: 3932.131836
	Iteration 2F: 3 clusters Score -331314.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -331540.781250 Penalty: 3932.131836
	Iteration 3F: 3 clusters Score -331540.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -331736.281250 Penalty: 3932.131836
	Iteration 4F: 3 clusters Score -331736.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -331889.343750 Penalty: 3932.131836
	Iteration 5Q: 3 clusters Score -331889.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -332002.281250 Penalty: 3932.131836
	Iteration 6Q: 3 clusters Score -332002.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -332081.906250 Penalty: 3932.131836
	Iteration 7Q: 3 clusters Score -332081.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -332148.656250 Penalty: 3932.131836
	Iteration 8Q: 3 clusters Score -332148.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -332191.656250 Penalty: 3932.131836
	Iteration 9Q: 3 clusters Score -332191.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332221.718750 Penalty: 3932.131836
	Iteration 10Q: 3 clusters Score -332221.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -332244.750000 Penalty: 3932.131836
	Iteration 11Q: 3 clusters Score -332244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -332264.562500 Penalty: 3932.131836
	Iteration 12Q: 3 clusters Score -332264.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -332287.250000 Penalty: 3932.131836
	Iteration 13Q: 3 clusters Score -332287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -332305.125000 Penalty: 3932.131836
	Iteration 14Q: 3 clusters Score -332305.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -332317.250000 Penalty: 3932.131836
	Iteration 15Q: 3 clusters Score -332317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -332323.156250 Penalty: 3932.131836
	Iteration 16Q: 3 clusters Score -332323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -332327.343750 Penalty: 3932.131836
	Iteration 17Q: 3 clusters Score -332327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -332330.343750 Penalty: 3932.131836
	Iteration 18Q: 3 clusters Score -332330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -332331.843750 Penalty: 3932.131836
	Iteration 19Q: 3 clusters Score -332331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -332332.875000 Penalty: 3932.131836
	Iteration 20F: 3 clusters Score -332332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -332333.625000 Penalty: 3932.131836
	Iteration 21Q: 3 clusters Score -332333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -332334.593750 Penalty: 3932.131836
	Iteration 22Q: 3 clusters Score -332334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -332335.687500 Penalty: 3932.131836
	Iteration 23Q: 3 clusters Score -332335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -332337.375000 Penalty: 3932.131836
	Iteration 24Q: 3 clusters Score -332337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -332337.906250 Penalty: 3932.131836
	Iteration 25Q: 3 clusters Score -332337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -332338.281250 Penalty: 3932.131836
	Iteration 26Q: 3 clusters Score -332338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -332339.875000 Penalty: 3932.131836
	Iteration 27Q: 3 clusters Score -332339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -332339.875000 Penalty: 3932.131836
	Iteration 28Q: 3 clusters Score -332339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -332341.125000 Penalty: 3932.131836
	Iteration 29Q: 3 clusters Score -332341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -332341.531250 Penalty: 3932.131836
	Iteration 30Q: 3 clusters Score -332341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -332342.000000 Penalty: 3932.131836
	Iteration 31Q: 3 clusters Score -332342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -332342.000000 Penalty: 3932.131836
	Iteration 32F: 3 clusters Score -332342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -535986.062500 Penalty: 2082.861572
	Iteration 0F: 2 clusters Score -535986.1 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 2161 members 
Entering Unmasked Estep 
Score: -531796.562500 Penalty: 4165.723145
	Iteration 0F: 3 clusters Score -531796.6 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -532775.500000 Penalty: 4165.723145
	Iteration 1F: 3 clusters Score -532775.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -533037.687500 Penalty: 4165.723145
	Iteration 2F: 3 clusters Score -533037.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -533241.875000 Penalty: 4165.723145
	Iteration 3F: 3 clusters Score -533241.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -533389.500000 Penalty: 4165.723145
	Iteration 4Q: 3 clusters Score -533389.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -533503.750000 Penalty: 4165.723145
	Iteration 5Q: 3 clusters Score -533503.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -533598.937500 Penalty: 4165.723145
	Iteration 6Q: 3 clusters Score -533598.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -533658.562500 Penalty: 4165.723145
	Iteration 7Q: 3 clusters Score -533658.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -533698.562500 Penalty: 4165.723145
	Iteration 8Q: 3 clusters Score -533698.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -533740.125000 Penalty: 4165.723145
	Iteration 9Q: 3 clusters Score -533740.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -533785.375000 Penalty: 4165.723145
	Iteration 10Q: 3 clusters Score -533785.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -533825.187500 Penalty: 4165.723145
	Iteration 11Q: 3 clusters Score -533825.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -533851.312500 Penalty: 4165.723145
	Iteration 12Q: 3 clusters Score -533851.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -533875.250000 Penalty: 4165.723145
	Iteration 13Q: 3 clusters Score -533875.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -533897.750000 Penalty: 4165.723145
	Iteration 14Q: 3 clusters Score -533897.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -533926.375000 Penalty: 4165.723145
	Iteration 15Q: 3 clusters Score -533926.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -533951.750000 Penalty: 4165.723145
	Iteration 16Q: 3 clusters Score -533951.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -533981.125000 Penalty: 4165.723145
	Iteration 17Q: 3 clusters Score -533981.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -534019.375000 Penalty: 4165.723145
	Iteration 18Q: 3 clusters Score -534019.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -534090.687500 Penalty: 4165.723145
	Iteration 19Q: 3 clusters Score -534090.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -534186.562500 Penalty: 4165.723145
	Iteration 20F: 3 clusters Score -534186.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -534341.562500 Penalty: 4165.723145
	Iteration 21Q: 3 clusters Score -534341.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -534506.375000 Penalty: 4165.723145
	Iteration 22Q: 3 clusters Score -534506.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -534710.375000 Penalty: 4165.723145
	Iteration 23Q: 3 clusters Score -534710.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -534972.750000 Penalty: 4165.723145
	Iteration 24Q: 3 clusters Score -534972.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -535207.937500 Penalty: 4165.723145
	Iteration 25Q: 3 clusters Score -535207.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -535452.437500 Penalty: 4165.723145
	Iteration 26Q: 3 clusters Score -535452.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -535574.437500 Penalty: 4165.723145
	Iteration 27Q: 3 clusters Score -535574.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -535626.312500 Penalty: 4165.723145
	Iteration 28Q: 3 clusters Score -535626.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -535649.125000 Penalty: 4165.723145
	Iteration 29Q: 3 clusters Score -535649.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -535658.187500 Penalty: 4165.723145
	Iteration 30Q: 3 clusters Score -535658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -535663.437500 Penalty: 4165.723145
	Iteration 31Q: 3 clusters Score -535663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -535668.812500 Penalty: 4165.723145
	Iteration 32Q: 3 clusters Score -535668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -535671.812500 Penalty: 4165.723145
	Iteration 33Q: 3 clusters Score -535671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -535673.000000 Penalty: 4165.723145
	Iteration 34Q: 3 clusters Score -535673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -535675.062500 Penalty: 4165.723145
	Iteration 35Q: 3 clusters Score -535675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -535676.250000 Penalty: 4165.723145
	Iteration 36Q: 3 clusters Score -535676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -535675.687500 Penalty: 4165.723145
	Iteration 37Q: 3 clusters Score -535675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535675.250000 Penalty: 4165.723145
	Iteration 38Q: 3 clusters Score -535675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535680.687500 Penalty: 4165.723145
	Iteration 39F: 3 clusters Score -535680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -535684.125000 Penalty: 4165.723145
	Iteration 40F: 3 clusters Score -535684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -535685.562500 Penalty: 4165.723145
	Iteration 41Q: 3 clusters Score -535685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -535686.812500 Penalty: 4165.723145
	Iteration 42Q: 3 clusters Score -535686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535687.500000 Penalty: 4165.723145
	Iteration 43Q: 3 clusters Score -535687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535687.500000 Penalty: 4165.723145
	Iteration 44F: 3 clusters Score -535687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Entering Unmasked Estep 
Score: -21979178.000000 Penalty: 2992.755615
	Iteration 0F: 2 clusters Score -2.197918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -21865314.000000 Penalty: 5985.511230
	Iteration 0F: 3 clusters Score -2.186531e+07 nChanged 83177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -21914202.000000 Penalty: 5985.511230
	Iteration 1F: 3 clusters Score -2.19142e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -21915632.000000 Penalty: 5985.511230
	Iteration 2Q: 3 clusters Score -2.191563e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -21918224.000000 Penalty: 5985.511230
	Iteration 3Q: 3 clusters Score -2.191822e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -21922054.000000 Penalty: 5985.511230
	Iteration 4Q: 3 clusters Score -2.192205e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -21928948.000000 Penalty: 5985.511230
	Iteration 5F: 3 clusters Score -2.192895e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -21939602.000000 Penalty: 5985.511230
	Iteration 6F: 3 clusters Score -2.19396e+07 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147358 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -21952890.000000 Penalty: 5985.511230
	Iteration 7F: 3 clusters Score -2.195289e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -21964768.000000 Penalty: 5985.511230
	Iteration 8F: 3 clusters Score -2.196477e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168195 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -21971824.000000 Penalty: 5985.511230
	Iteration 9Q: 3 clusters Score -2.197182e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21974824.000000 Penalty: 5985.511230
	Iteration 10Q: 3 clusters Score -2.197482e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21975850.000000 Penalty: 5985.511230
	Iteration 11Q: 3 clusters Score -2.197585e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173743 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -21976260.000000 Penalty: 5985.511230
	Iteration 12Q: 3 clusters Score -2.197626e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21976404.000000 Penalty: 5985.511230
	Iteration 13Q: 3 clusters Score -2.19764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21976496.000000 Penalty: 5985.511230
	Iteration 14Q: 3 clusters Score -2.19765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21976520.000000 Penalty: 5985.511230
	Iteration 15Q: 3 clusters Score -2.197652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21976534.000000 Penalty: 5985.511230
	Iteration 16Q: 3 clusters Score -2.197653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21976548.000000 Penalty: 5985.511230
	Iteration 17Q: 3 clusters Score -2.197655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21976552.000000 Penalty: 5985.511230
	Iteration 18Q: 3 clusters Score -2.197655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173905 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21976552.000000 Penalty: 5985.511230
	Iteration 19Q: 3 clusters Score -2.197655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21976556.000000 Penalty: 5985.511230
	Iteration 20F: 3 clusters Score -2.197656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21976544.000000 Penalty: 5985.511230
	Iteration 21Q: 3 clusters Score -2.197654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21976544.000000 Penalty: 5985.511230
	Iteration 22F: 3 clusters Score -2.197654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Entering Unmasked Estep 
Score: -5212973.500000 Penalty: 2641.519775
	Iteration 0F: 2 clusters Score -5212974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5184536.500000 Penalty: 5283.039551
	Iteration 0F: 3 clusters Score -5184536 nChanged 19251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5195471.500000 Penalty: 5283.039551
	Iteration 1F: 3 clusters Score -5195472 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5196224.500000 Penalty: 5283.039551
	Iteration 2Q: 3 clusters Score -5196224 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5197021.000000 Penalty: 5283.039551
	Iteration 3Q: 3 clusters Score -5197021 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5197864.000000 Penalty: 5283.039551
	Iteration 4Q: 3 clusters Score -5197864 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5198890.000000 Penalty: 5283.039551
	Iteration 5Q: 3 clusters Score -5198890 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5199888.500000 Penalty: 5283.039551
	Iteration 6Q: 3 clusters Score -5199888 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5200931.000000 Penalty: 5283.039551
	Iteration 7Q: 3 clusters Score -5200931 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5201872.000000 Penalty: 5283.039551
	Iteration 8Q: 3 clusters Score -5201872 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5202827.000000 Penalty: 5283.039551
	Iteration 9Q: 3 clusters Score -5202827 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -5203856.000000 Penalty: 5283.039551
	Iteration 10Q: 3 clusters Score -5203856 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5204825.500000 Penalty: 5283.039551
	Iteration 11Q: 3 clusters Score -5204826 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5205770.500000 Penalty: 5283.039551
	Iteration 12Q: 3 clusters Score -5205770 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5206470.500000 Penalty: 5283.039551
	Iteration 13Q: 3 clusters Score -5206470 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5206991.500000 Penalty: 5283.039551
	Iteration 14Q: 3 clusters Score -5206992 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5207417.000000 Penalty: 5283.039551
	Iteration 15Q: 3 clusters Score -5207417 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5207764.000000 Penalty: 5283.039551
	Iteration 16Q: 3 clusters Score -5207764 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5208068.500000 Penalty: 5283.039551
	Iteration 17Q: 3 clusters Score -5208068 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5208305.500000 Penalty: 5283.039551
	Iteration 18Q: 3 clusters Score -5208306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5208485.500000 Penalty: 5283.039551
	Iteration 19Q: 3 clusters Score -5208486 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -5208637.500000 Penalty: 5283.039551
	Iteration 20F: 3 clusters Score -5208638 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5208782.500000 Penalty: 5283.039551
	Iteration 21Q: 3 clusters Score -5208782 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5208874.000000 Penalty: 5283.039551
	Iteration 22Q: 3 clusters Score -5208874 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -5208934.500000 Penalty: 5283.039551
	Iteration 23Q: 3 clusters Score -5208934 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5208999.000000 Penalty: 5283.039551
	Iteration 24Q: 3 clusters Score -5208999 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5209091.500000 Penalty: 5283.039551
	Iteration 25Q: 3 clusters Score -5209092 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -5209153.500000 Penalty: 5283.039551
	Iteration 26Q: 3 clusters Score -5209154 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -5209248.500000 Penalty: 5283.039551
	Iteration 27Q: 3 clusters Score -5209248 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5209303.000000 Penalty: 5283.039551
	Iteration 28Q: 3 clusters Score -5209303 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5209374.500000 Penalty: 5283.039551
	Iteration 29Q: 3 clusters Score -5209374 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -5209462.500000 Penalty: 5283.039551
	Iteration 30Q: 3 clusters Score -5209462 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5209552.500000 Penalty: 5283.039551
	Iteration 31Q: 3 clusters Score -5209552 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5209629.500000 Penalty: 5283.039551
	Iteration 32Q: 3 clusters Score -5209630 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -5209694.000000 Penalty: 5283.039551
	Iteration 33Q: 3 clusters Score -5209694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5209778.000000 Penalty: 5283.039551
	Iteration 34Q: 3 clusters Score -5209778 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5209853.000000 Penalty: 5283.039551
	Iteration 35Q: 3 clusters Score -5209853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5209945.500000 Penalty: 5283.039551
	Iteration 36Q: 3 clusters Score -5209946 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5210020.000000 Penalty: 5283.039551
	Iteration 37Q: 3 clusters Score -5210020 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5210092.000000 Penalty: 5283.039551
	Iteration 38Q: 3 clusters Score -5210092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5210201.500000 Penalty: 5283.039551
	Iteration 39Q: 3 clusters Score -5210202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5210285.500000 Penalty: 5283.039551
	Iteration 40F: 3 clusters Score -5210286 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5210356.000000 Penalty: 5283.039551
	Iteration 41Q: 3 clusters Score -5210356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5210434.000000 Penalty: 5283.039551
	Iteration 42Q: 3 clusters Score -5210434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5210533.500000 Penalty: 5283.039551
	Iteration 43Q: 3 clusters Score -5210534 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5210632.500000 Penalty: 5283.039551
	Iteration 44Q: 3 clusters Score -5210632 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5210713.500000 Penalty: 5283.039551
	Iteration 45Q: 3 clusters Score -5210714 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5210774.500000 Penalty: 5283.039551
	Iteration 46Q: 3 clusters Score -5210774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5210826.500000 Penalty: 5283.039551
	Iteration 47Q: 3 clusters Score -5210826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5210909.000000 Penalty: 5283.039551
	Iteration 48Q: 3 clusters Score -5210909 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5210938.000000 Penalty: 5283.039551
	Iteration 49Q: 3 clusters Score -5210938 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5210978.500000 Penalty: 5283.039551
	Iteration 50Q: 3 clusters Score -5210978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5211028.000000 Penalty: 5283.039551
	Iteration 51Q: 3 clusters Score -5211028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5211056.000000 Penalty: 5283.039551
	Iteration 52Q: 3 clusters Score -5211056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5211088.500000 Penalty: 5283.039551
	Iteration 53Q: 3 clusters Score -5211088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5211121.500000 Penalty: 5283.039551
	Iteration 54Q: 3 clusters Score -5211122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5211135.500000 Penalty: 5283.039551
	Iteration 55Q: 3 clusters Score -5211136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5211154.500000 Penalty: 5283.039551
	Iteration 56Q: 3 clusters Score -5211154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5211157.500000 Penalty: 5283.039551
	Iteration 57Q: 3 clusters Score -5211158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5211170.500000 Penalty: 5283.039551
	Iteration 58Q: 3 clusters Score -5211170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5211194.000000 Penalty: 5283.039551
	Iteration 59Q: 3 clusters Score -5211194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5211197.000000 Penalty: 5283.039551
	Iteration 60F: 3 clusters Score -5211197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5211197.000000 Penalty: 5283.039551
	Iteration 61Q: 3 clusters Score -5211197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5211203.500000 Penalty: 5283.039551
	Iteration 62Q: 3 clusters Score -5211204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5211202.500000 Penalty: 5283.039551
	Iteration 63Q: 3 clusters Score -5211202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5211216.500000 Penalty: 5283.039551
	Iteration 64Q: 3 clusters Score -5211216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5211222.500000 Penalty: 5283.039551
	Iteration 65Q: 3 clusters Score -5211222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5211232.000000 Penalty: 5283.039551
	Iteration 66Q: 3 clusters Score -5211232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5211236.000000 Penalty: 5283.039551
	Iteration 67Q: 3 clusters Score -5211236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5211234.000000 Penalty: 5283.039551
	Iteration 68Q: 3 clusters Score -5211234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5211235.000000 Penalty: 5283.039551
	Iteration 69Q: 3 clusters Score -5211235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5211232.000000 Penalty: 5283.039551
	Iteration 70Q: 3 clusters Score -5211232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5211236.500000 Penalty: 5283.039551
	Iteration 71Q: 3 clusters Score -5211236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5211240.000000 Penalty: 5283.039551
	Iteration 72Q: 3 clusters Score -5211240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5211236.500000 Penalty: 5283.039551
	Iteration 73Q: 3 clusters Score -5211236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5211240.500000 Penalty: 5283.039551
	Iteration 74Q: 3 clusters Score -5211240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5211242.500000 Penalty: 5283.039551
	Iteration 75Q: 3 clusters Score -5211242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5211245.500000 Penalty: 5283.039551
	Iteration 76Q: 3 clusters Score -5211246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5211245.500000 Penalty: 5283.039551
	Iteration 77Q: 3 clusters Score -5211246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5211249.000000 Penalty: 5283.039551
	Iteration 78Q: 3 clusters Score -5211249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5211248.500000 Penalty: 5283.039551
	Iteration 79Q: 3 clusters Score -5211248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5211253.500000 Penalty: 5283.039551
	Iteration 80F: 3 clusters Score -5211254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -211445.562500 Penalty: 1899.123291
	Iteration 0F: 2 clusters Score -211445.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -208778.156250 Penalty: 3798.246582
	Iteration 0F: 3 clusters Score -208778.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209592.453125 Penalty: 3798.246582
	Iteration 1F: 3 clusters Score -209592.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210205.468750 Penalty: 3798.246582
	Iteration 2F: 3 clusters Score -210205.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210835.984375 Penalty: 3798.246582
	Iteration 3F: 3 clusters Score -210836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -211316.437500 Penalty: 3798.246582
	Iteration 4F: 3 clusters Score -211316.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -211583.718750 Penalty: 3798.246582
	Iteration 5Q: 3 clusters Score -211583.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211716.406250 Penalty: 3798.246582
	Iteration 6Q: 3 clusters Score -211716.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -211797.046875 Penalty: 3798.246582
	Iteration 7Q: 3 clusters Score -211797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -211881.078125 Penalty: 3798.246582
	Iteration 8Q: 3 clusters Score -211881.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211986.062500 Penalty: 3798.246582
	Iteration 9Q: 3 clusters Score -211986.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -212086.593750 Penalty: 3798.246582
	Iteration 10Q: 3 clusters Score -212086.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -212185.546875 Penalty: 3798.246582
	Iteration 11Q: 3 clusters Score -212185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -212229.890625 Penalty: 3798.246582
	Iteration 12Q: 3 clusters Score -212229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -212252.750000 Penalty: 3798.246582
	Iteration 13Q: 3 clusters Score -212252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212281.765625 Penalty: 3798.246582
	Iteration 14Q: 3 clusters Score -212281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -212295.484375 Penalty: 3798.246582
	Iteration 15Q: 3 clusters Score -212295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -212307.234375 Penalty: 3798.246582
	Iteration 16Q: 3 clusters Score -212307.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -212326.312500 Penalty: 3798.246582
	Iteration 17Q: 3 clusters Score -212326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -212340.781250 Penalty: 3798.246582
	Iteration 18Q: 3 clusters Score -212340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -212346.890625 Penalty: 3798.246582
	Iteration 19Q: 3 clusters Score -212346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -212351.812500 Penalty: 3798.246582
	Iteration 20F: 3 clusters Score -212351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -212352.562500 Penalty: 3798.246582
	Iteration 21Q: 3 clusters Score -212352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -212356.796875 Penalty: 3798.246582
	Iteration 22Q: 3 clusters Score -212356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -212356.796875 Penalty: 3798.246582
	Iteration 23F: 3 clusters Score -212356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 553 members 
Entering Unmasked Estep 
Score: -134467904.000000 Penalty: 207170.328125
Splitting cluster 12 changes total score from -134467936.000000 to -134467904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (33688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Entering Unmasked Estep 
Score: -4228873.000000 Penalty: 2585.374512
	Iteration 0F: 2 clusters Score -4228873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4205910.500000 Penalty: 5170.749023
	Iteration 0F: 3 clusters Score -4205910 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4214230.000000 Penalty: 5170.749023
	Iteration 1F: 3 clusters Score -4214230 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4214813.500000 Penalty: 5170.749023
	Iteration 2Q: 3 clusters Score -4214814 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4215515.500000 Penalty: 5170.749023
	Iteration 3Q: 3 clusters Score -4215516 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4216293.000000 Penalty: 5170.749023
	Iteration 4Q: 3 clusters Score -4216293 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4217076.000000 Penalty: 5170.749023
	Iteration 5Q: 3 clusters Score -4217076 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4217825.000000 Penalty: 5170.749023
	Iteration 6Q: 3 clusters Score -4217825 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4218644.500000 Penalty: 5170.749023
	Iteration 7Q: 3 clusters Score -4218644 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4219585.500000 Penalty: 5170.749023
	Iteration 8Q: 3 clusters Score -4219586 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4220594.500000 Penalty: 5170.749023
	Iteration 9Q: 3 clusters Score -4220594 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4221732.500000 Penalty: 5170.749023
	Iteration 10Q: 3 clusters Score -4221732 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4222940.000000 Penalty: 5170.749023
	Iteration 11Q: 3 clusters Score -4222940 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4223998.500000 Penalty: 5170.749023
	Iteration 12Q: 3 clusters Score -4223998 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4224796.000000 Penalty: 5170.749023
	Iteration 13Q: 3 clusters Score -4224796 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4225389.000000 Penalty: 5170.749023
	Iteration 14Q: 3 clusters Score -4225389 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4225895.500000 Penalty: 5170.749023
	Iteration 15Q: 3 clusters Score -4225896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4226297.500000 Penalty: 5170.749023
	Iteration 16Q: 3 clusters Score -4226298 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4226647.000000 Penalty: 5170.749023
	Iteration 17Q: 3 clusters Score -4226647 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4226888.500000 Penalty: 5170.749023
	Iteration 18Q: 3 clusters Score -4226888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4227056.000000 Penalty: 5170.749023
	Iteration 19Q: 3 clusters Score -4227056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4227205.000000 Penalty: 5170.749023
	Iteration 20F: 3 clusters Score -4227205 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4227298.500000 Penalty: 5170.749023
	Iteration 21Q: 3 clusters Score -4227298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4227389.000000 Penalty: 5170.749023
	Iteration 22Q: 3 clusters Score -4227389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4227457.000000 Penalty: 5170.749023
	Iteration 23Q: 3 clusters Score -4227457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4227530.000000 Penalty: 5170.749023
	Iteration 24Q: 3 clusters Score -4227530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4227590.000000 Penalty: 5170.749023
	Iteration 25Q: 3 clusters Score -4227590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4227650.000000 Penalty: 5170.749023
	Iteration 26Q: 3 clusters Score -4227650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4227679.500000 Penalty: 5170.749023
	Iteration 27Q: 3 clusters Score -4227680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4227706.500000 Penalty: 5170.749023
	Iteration 28Q: 3 clusters Score -4227706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4227722.000000 Penalty: 5170.749023
	Iteration 29Q: 3 clusters Score -4227722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4227733.500000 Penalty: 5170.749023
	Iteration 30Q: 3 clusters Score -4227734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4227734.500000 Penalty: 5170.749023
	Iteration 31Q: 3 clusters Score -4227734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4227740.000000 Penalty: 5170.749023
	Iteration 32Q: 3 clusters Score -4227740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4227743.500000 Penalty: 5170.749023
	Iteration 33Q: 3 clusters Score -4227744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4227746.500000 Penalty: 5170.749023
	Iteration 34Q: 3 clusters Score -4227746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4227741.000000 Penalty: 5170.749023
	Iteration 35Q: 3 clusters Score -4227741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4227741.500000 Penalty: 5170.749023
	Iteration 36Q: 3 clusters Score -4227742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4227747.000000 Penalty: 5170.749023
	Iteration 37Q: 3 clusters Score -4227747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4227750.500000 Penalty: 5170.749023
	Iteration 38Q: 3 clusters Score -4227750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4227751.000000 Penalty: 5170.749023
	Iteration 39Q: 3 clusters Score -4227751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4227752.000000 Penalty: 5170.749023
	Iteration 40F: 3 clusters Score -4227752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4227753.500000 Penalty: 5170.749023
	Iteration 41Q: 3 clusters Score -4227754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4227761.000000 Penalty: 5170.749023
	Iteration 42Q: 3 clusters Score -4227761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4227758.500000 Penalty: 5170.749023
	Iteration 43Q: 3 clusters Score -4227758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4227757.500000 Penalty: 5170.749023
	Iteration 44Q: 3 clusters Score -4227758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4227760.000000 Penalty: 5170.749023
	Iteration 45Q: 3 clusters Score -4227760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4227760.000000 Penalty: 5170.749023
	Iteration 46F: 3 clusters Score -4227760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -70690.421875 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -70690.42 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 260 members 
Entering Unmasked Estep 
Score: -69395.039062 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -69395.04 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69798.648438 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -69798.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70082.625000 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -70082.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70189.664062 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -70189.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70288.937500 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -70288.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70354.054688 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -70354.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70404.906250 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -70404.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70475.250000 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -70475.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70542.476562 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -70542.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70620.375000 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -70620.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70663.195312 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -70663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70668.085938 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -70668.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70669.570312 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -70669.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70669.570312 Penalty: 3072.425049
	Iteration 13F: 3 clusters Score -70669.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Entering Unmasked Estep 
Score: -1478192.375000 Penalty: 2332.460938
	Iteration 0F: 2 clusters Score -1478192 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 6039 members 
Entering Unmasked Estep 
Score: -1469126.500000 Penalty: 4664.921875
	Iteration 0F: 3 clusters Score -1469126 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1472097.875000 Penalty: 4664.921875
	Iteration 1F: 3 clusters Score -1472098 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1472917.500000 Penalty: 4664.921875
	Iteration 2F: 3 clusters Score -1472918 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1474271.875000 Penalty: 4664.921875
	Iteration 3F: 3 clusters Score -1474272 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1476231.250000 Penalty: 4664.921875
	Iteration 4F: 3 clusters Score -1476231 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1478801.125000 Penalty: 4664.921875
	Iteration 5F: 3 clusters Score -1478801 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1480966.625000 Penalty: 4664.921875
	Iteration 6F: 3 clusters Score -1480967 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1482178.125000 Penalty: 4664.921875
	Iteration 7F: 3 clusters Score -1482178 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1482775.375000 Penalty: 4664.921875
	Iteration 8Q: 3 clusters Score -1482775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1482965.625000 Penalty: 4664.921875
	Iteration 9Q: 3 clusters Score -1482966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1483018.125000 Penalty: 4664.921875
	Iteration 10Q: 3 clusters Score -1483018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1483035.250000 Penalty: 4664.921875
	Iteration 11Q: 3 clusters Score -1483035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1483038.500000 Penalty: 4664.921875
	Iteration 12Q: 3 clusters Score -1483038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1483040.125000 Penalty: 4664.921875
	Iteration 13Q: 3 clusters Score -1483040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1483043.500000 Penalty: 4664.921875
	Iteration 14Q: 3 clusters Score -1483044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1483044.875000 Penalty: 4664.921875
	Iteration 15Q: 3 clusters Score -1483045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1483046.375000 Penalty: 4664.921875
	Iteration 16Q: 3 clusters Score -1483046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1483046.375000 Penalty: 4664.921875
	Iteration 17F: 3 clusters Score -1483046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Entering Unmasked Estep 
Score: -134472000.000000 Penalty: 207170.328125
Splitting cluster 15 changes total score from -134467936.000000 to -134472000.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 16 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -330000.156250 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -330000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -326901.062500 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -326901.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -327516.531250 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -327516.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -327663.187500 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -327663.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -327756.843750 Penalty: 3921.281982
	Iteration 3Q: 3 clusters Score -327756.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -327839.906250 Penalty: 3921.281982
	Iteration 4Q: 3 clusters Score -327839.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -327901.375000 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -327901.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -327952.906250 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -327952.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -327995.875000 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -327995.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -328019.687500 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -328019.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328043.625000 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -328043.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -328066.062500 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -328066.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -328087.968750 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -328088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -328106.625000 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -328106.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -328127.812500 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -328127.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -328147.281250 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -328147.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -328161.468750 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -328161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -328171.468750 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -328171.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -328183.437500 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -328183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -328201.343750 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -328201.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -328223.343750 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -328223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -328246.531250 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -328246.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -328262.750000 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -328262.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328278.687500 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -328278.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -328292.687500 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -328292.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -328313.562500 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -328313.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -328341.687500 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -328341.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -328387.343750 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -328387.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -328438.562500 Penalty: 3921.281982
	Iteration 27Q: 3 clusters Score -328438.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -328484.218750 Penalty: 3921.281982
	Iteration 28Q: 3 clusters Score -328484.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328526.406250 Penalty: 3921.281982
	Iteration 29Q: 3 clusters Score -328526.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -328588.687500 Penalty: 3921.281982
	Iteration 30Q: 3 clusters Score -328588.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -328652.562500 Penalty: 3921.281982
	Iteration 31Q: 3 clusters Score -328652.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -328710.000000 Penalty: 3921.281982
	Iteration 32Q: 3 clusters Score -328710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -328793.875000 Penalty: 3921.281982
	Iteration 33Q: 3 clusters Score -328793.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -328873.156250 Penalty: 3921.281982
	Iteration 34Q: 3 clusters Score -328873.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -328955.031250 Penalty: 3921.281982
	Iteration 35Q: 3 clusters Score -328955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -329021.000000 Penalty: 3921.281982
	Iteration 36Q: 3 clusters Score -329021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -329072.093750 Penalty: 3921.281982
	Iteration 37Q: 3 clusters Score -329072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329104.875000 Penalty: 3921.281982
	Iteration 38Q: 3 clusters Score -329104.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329125.656250 Penalty: 3921.281982
	Iteration 39Q: 3 clusters Score -329125.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -329161.218750 Penalty: 3921.281982
	Iteration 40F: 3 clusters Score -329161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -329190.531250 Penalty: 3921.281982
	Iteration 41Q: 3 clusters Score -329190.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329221.812500 Penalty: 3921.281982
	Iteration 42Q: 3 clusters Score -329221.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -329250.718750 Penalty: 3921.281982
	Iteration 43Q: 3 clusters Score -329250.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329283.937500 Penalty: 3921.281982
	Iteration 44Q: 3 clusters Score -329283.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -329307.750000 Penalty: 3921.281982
	Iteration 45Q: 3 clusters Score -329307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -329323.281250 Penalty: 3921.281982
	Iteration 46Q: 3 clusters Score -329323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -329329.593750 Penalty: 3921.281982
	Iteration 47Q: 3 clusters Score -329329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -329332.343750 Penalty: 3921.281982
	Iteration 48Q: 3 clusters Score -329332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -329335.312500 Penalty: 3921.281982
	Iteration 49Q: 3 clusters Score -329335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329336.156250 Penalty: 3921.281982
	Iteration 50Q: 3 clusters Score -329336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329336.437500 Penalty: 3921.281982
	Iteration 51Q: 3 clusters Score -329336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329336.437500 Penalty: 3921.281982
	Iteration 52F: 3 clusters Score -329336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -922415.500000 Penalty: 2210.993896
	Iteration 0F: 2 clusters Score -922415.5 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 3721 members 
Entering Unmasked Estep 
Score: -916414.750000 Penalty: 4421.987793
	Iteration 0F: 3 clusters Score -916414.8 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -918095.875000 Penalty: 4421.987793
	Iteration 1F: 3 clusters Score -918095.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -918465.750000 Penalty: 4421.987793
	Iteration 2F: 3 clusters Score -918465.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -918811.250000 Penalty: 4421.987793
	Iteration 3F: 3 clusters Score -918811.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -919153.437500 Penalty: 4421.987793
	Iteration 4F: 3 clusters Score -919153.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -919477.875000 Penalty: 4421.987793
	Iteration 5F: 3 clusters Score -919477.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -919738.812500 Penalty: 4421.987793
	Iteration 6Q: 3 clusters Score -919738.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -919956.000000 Penalty: 4421.987793
	Iteration 7Q: 3 clusters Score -919956 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -920130.625000 Penalty: 4421.987793
	Iteration 8Q: 3 clusters Score -920130.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -920261.500000 Penalty: 4421.987793
	Iteration 9Q: 3 clusters Score -920261.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -920362.375000 Penalty: 4421.987793
	Iteration 10Q: 3 clusters Score -920362.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -920440.187500 Penalty: 4421.987793
	Iteration 11Q: 3 clusters Score -920440.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -920498.250000 Penalty: 4421.987793
	Iteration 12Q: 3 clusters Score -920498.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -920548.937500 Penalty: 4421.987793
	Iteration 13Q: 3 clusters Score -920548.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -920603.000000 Penalty: 4421.987793
	Iteration 14Q: 3 clusters Score -920603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -920650.937500 Penalty: 4421.987793
	Iteration 15Q: 3 clusters Score -920650.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -920731.937500 Penalty: 4421.987793
	Iteration 16Q: 3 clusters Score -920731.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -920815.562500 Penalty: 4421.987793
	Iteration 17Q: 3 clusters Score -920815.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -920881.125000 Penalty: 4421.987793
	Iteration 18Q: 3 clusters Score -920881.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -920950.062500 Penalty: 4421.987793
	Iteration 19Q: 3 clusters Score -920950.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -921004.687500 Penalty: 4421.987793
	Iteration 20F: 3 clusters Score -921004.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -921046.125000 Penalty: 4421.987793
	Iteration 21Q: 3 clusters Score -921046.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -921071.375000 Penalty: 4421.987793
	Iteration 22Q: 3 clusters Score -921071.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -921093.562500 Penalty: 4421.987793
	Iteration 23Q: 3 clusters Score -921093.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -921115.875000 Penalty: 4421.987793
	Iteration 24Q: 3 clusters Score -921115.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -921125.500000 Penalty: 4421.987793
	Iteration 25Q: 3 clusters Score -921125.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -921136.187500 Penalty: 4421.987793
	Iteration 26Q: 3 clusters Score -921136.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -921150.187500 Penalty: 4421.987793
	Iteration 27Q: 3 clusters Score -921150.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -921161.875000 Penalty: 4421.987793
	Iteration 28Q: 3 clusters Score -921161.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -921168.687500 Penalty: 4421.987793
	Iteration 29Q: 3 clusters Score -921168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -921173.375000 Penalty: 4421.987793
	Iteration 30Q: 3 clusters Score -921173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -921182.187500 Penalty: 4421.987793
	Iteration 31Q: 3 clusters Score -921182.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -921192.812500 Penalty: 4421.987793
	Iteration 32Q: 3 clusters Score -921192.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -921201.500000 Penalty: 4421.987793
	Iteration 33Q: 3 clusters Score -921201.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -921209.562500 Penalty: 4421.987793
	Iteration 34Q: 3 clusters Score -921209.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -921213.125000 Penalty: 4421.987793
	Iteration 35Q: 3 clusters Score -921213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -921218.250000 Penalty: 4421.987793
	Iteration 36Q: 3 clusters Score -921218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -921224.437500 Penalty: 4421.987793
	Iteration 37Q: 3 clusters Score -921224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -921227.312500 Penalty: 4421.987793
	Iteration 38Q: 3 clusters Score -921227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -921229.312500 Penalty: 4421.987793
	Iteration 39Q: 3 clusters Score -921229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -921229.625000 Penalty: 4421.987793
	Iteration 40F: 3 clusters Score -921229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -921231.937500 Penalty: 4421.987793
	Iteration 41Q: 3 clusters Score -921231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -921232.500000 Penalty: 4421.987793
	Iteration 42Q: 3 clusters Score -921232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -921235.562500 Penalty: 4421.987793
	Iteration 43Q: 3 clusters Score -921235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -921237.250000 Penalty: 4421.987793
	Iteration 44Q: 3 clusters Score -921237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -921240.375000 Penalty: 4421.987793
	Iteration 45Q: 3 clusters Score -921240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -921240.500000 Penalty: 4421.987793
	Iteration 46Q: 3 clusters Score -921240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -921241.687500 Penalty: 4421.987793
	Iteration 47Q: 3 clusters Score -921241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -921240.937500 Penalty: 4421.987793
	Iteration 48Q: 3 clusters Score -921240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -921243.687500 Penalty: 4421.987793
	Iteration 49Q: 3 clusters Score -921243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -921242.125000 Penalty: 4421.987793
	Iteration 50Q: 3 clusters Score -921242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -921242.125000 Penalty: 4421.987793
	Iteration 51F: 3 clusters Score -921242.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -794919.000000 Penalty: 2104.146973
	Iteration 0F: 2 clusters Score -794919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -790462.812500 Penalty: 4208.293945
	Iteration 0F: 3 clusters Score -790462.8 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -791591.000000 Penalty: 4208.293945
	Iteration 1F: 3 clusters Score -791591 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -792026.375000 Penalty: 4208.293945
	Iteration 2F: 3 clusters Score -792026.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -792380.000000 Penalty: 4208.293945
	Iteration 3F: 3 clusters Score -792380 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -792705.000000 Penalty: 4208.293945
	Iteration 4F: 3 clusters Score -792705 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -792979.375000 Penalty: 4208.293945
	Iteration 5F: 3 clusters Score -792979.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -793173.125000 Penalty: 4208.293945
	Iteration 6F: 3 clusters Score -793173.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -793351.562500 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -793351.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -793504.000000 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -793504 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -793619.500000 Penalty: 4208.293945
	Iteration 9Q: 3 clusters Score -793619.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -793687.437500 Penalty: 4208.293945
	Iteration 10Q: 3 clusters Score -793687.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -793745.812500 Penalty: 4208.293945
	Iteration 11Q: 3 clusters Score -793745.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -793794.375000 Penalty: 4208.293945
	Iteration 12Q: 3 clusters Score -793794.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -793825.187500 Penalty: 4208.293945
	Iteration 13Q: 3 clusters Score -793825.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -793854.000000 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -793854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -793877.750000 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -793877.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -793892.312500 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -793892.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -793909.875000 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -793909.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -793920.187500 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -793920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -793927.750000 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -793927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -793930.937500 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -793930.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -793937.187500 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -793937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -793942.062500 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -793942.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -793947.562500 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -793947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -793952.062500 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -793952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -793955.312500 Penalty: 4208.293945
	Iteration 25Q: 3 clusters Score -793955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -793959.875000 Penalty: 4208.293945
	Iteration 26Q: 3 clusters Score -793959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -793962.687500 Penalty: 4208.293945
	Iteration 27Q: 3 clusters Score -793962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -793962.000000 Penalty: 4208.293945
	Iteration 28Q: 3 clusters Score -793962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -793965.562500 Penalty: 4208.293945
	Iteration 29Q: 3 clusters Score -793965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -793964.687500 Penalty: 4208.293945
	Iteration 30Q: 3 clusters Score -793964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -793965.687500 Penalty: 4208.293945
	Iteration 31Q: 3 clusters Score -793965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -793965.750000 Penalty: 4208.293945
	Iteration 32Q: 3 clusters Score -793965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -793970.000000 Penalty: 4208.293945
	Iteration 33Q: 3 clusters Score -793970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -793970.562500 Penalty: 4208.293945
	Iteration 34Q: 3 clusters Score -793970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -793971.750000 Penalty: 4208.293945
	Iteration 35Q: 3 clusters Score -793971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -793972.375000 Penalty: 4208.293945
	Iteration 36Q: 3 clusters Score -793972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -793973.437500 Penalty: 4208.293945
	Iteration 37Q: 3 clusters Score -793973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -793973.250000 Penalty: 4208.293945
	Iteration 38Q: 3 clusters Score -793973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -793973.250000 Penalty: 4208.293945
	Iteration 39F: 3 clusters Score -793973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Entering Unmasked Estep 
Score: -1509798.750000 Penalty: 2338.071533
	Iteration 0F: 2 clusters Score -1509799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1500573.625000 Penalty: 4676.143066
	Iteration 0F: 3 clusters Score -1500574 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1503403.250000 Penalty: 4676.143066
	Iteration 1F: 3 clusters Score -1503403 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1503802.875000 Penalty: 4676.143066
	Iteration 2F: 3 clusters Score -1503803 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1504152.875000 Penalty: 4676.143066
	Iteration 3F: 3 clusters Score -1504153 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1504506.250000 Penalty: 4676.143066
	Iteration 4F: 3 clusters Score -1504506 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1504864.125000 Penalty: 4676.143066
	Iteration 5F: 3 clusters Score -1504864 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1505221.500000 Penalty: 4676.143066
	Iteration 6F: 3 clusters Score -1505222 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1505552.250000 Penalty: 4676.143066
	Iteration 7Q: 3 clusters Score -1505552 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1505827.625000 Penalty: 4676.143066
	Iteration 8Q: 3 clusters Score -1505828 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1506051.375000 Penalty: 4676.143066
	Iteration 9Q: 3 clusters Score -1506051 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1506254.500000 Penalty: 4676.143066
	Iteration 10Q: 3 clusters Score -1506254 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1506415.375000 Penalty: 4676.143066
	Iteration 11Q: 3 clusters Score -1506415 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1506534.000000 Penalty: 4676.143066
	Iteration 12Q: 3 clusters Score -1506534 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1506610.250000 Penalty: 4676.143066
	Iteration 13Q: 3 clusters Score -1506610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1506656.750000 Penalty: 4676.143066
	Iteration 14Q: 3 clusters Score -1506657 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1506694.750000 Penalty: 4676.143066
	Iteration 15Q: 3 clusters Score -1506695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1506743.500000 Penalty: 4676.143066
	Iteration 16Q: 3 clusters Score -1506744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1506773.250000 Penalty: 4676.143066
	Iteration 17Q: 3 clusters Score -1506773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1506808.625000 Penalty: 4676.143066
	Iteration 18Q: 3 clusters Score -1506809 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1506839.875000 Penalty: 4676.143066
	Iteration 19Q: 3 clusters Score -1506840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1506869.000000 Penalty: 4676.143066
	Iteration 20F: 3 clusters Score -1506869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1506894.000000 Penalty: 4676.143066
	Iteration 21Q: 3 clusters Score -1506894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1506933.500000 Penalty: 4676.143066
	Iteration 22Q: 3 clusters Score -1506934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1506964.875000 Penalty: 4676.143066
	Iteration 23Q: 3 clusters Score -1506965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1506999.375000 Penalty: 4676.143066
	Iteration 24Q: 3 clusters Score -1506999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1507044.000000 Penalty: 4676.143066
	Iteration 25Q: 3 clusters Score -1507044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1507084.750000 Penalty: 4676.143066
	Iteration 26Q: 3 clusters Score -1507085 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1507137.875000 Penalty: 4676.143066
	Iteration 27Q: 3 clusters Score -1507138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1507181.125000 Penalty: 4676.143066
	Iteration 28Q: 3 clusters Score -1507181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1507233.250000 Penalty: 4676.143066
	Iteration 29Q: 3 clusters Score -1507233 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1507285.875000 Penalty: 4676.143066
	Iteration 30Q: 3 clusters Score -1507286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1507338.375000 Penalty: 4676.143066
	Iteration 31Q: 3 clusters Score -1507338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1507386.250000 Penalty: 4676.143066
	Iteration 32Q: 3 clusters Score -1507386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1507423.375000 Penalty: 4676.143066
	Iteration 33Q: 3 clusters Score -1507423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1507462.000000 Penalty: 4676.143066
	Iteration 34Q: 3 clusters Score -1507462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1507502.375000 Penalty: 4676.143066
	Iteration 35Q: 3 clusters Score -1507502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1507537.125000 Penalty: 4676.143066
	Iteration 36Q: 3 clusters Score -1507537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1507565.500000 Penalty: 4676.143066
	Iteration 37Q: 3 clusters Score -1507566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1507595.000000 Penalty: 4676.143066
	Iteration 38Q: 3 clusters Score -1507595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1507612.750000 Penalty: 4676.143066
	Iteration 39Q: 3 clusters Score -1507613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1507632.750000 Penalty: 4676.143066
	Iteration 40F: 3 clusters Score -1507633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1507646.625000 Penalty: 4676.143066
	Iteration 41Q: 3 clusters Score -1507647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1507651.625000 Penalty: 4676.143066
	Iteration 42Q: 3 clusters Score -1507652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1507656.875000 Penalty: 4676.143066
	Iteration 43Q: 3 clusters Score -1507657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1507662.500000 Penalty: 4676.143066
	Iteration 44Q: 3 clusters Score -1507662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1507668.250000 Penalty: 4676.143066
	Iteration 45Q: 3 clusters Score -1507668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1507670.375000 Penalty: 4676.143066
	Iteration 46Q: 3 clusters Score -1507670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1507676.375000 Penalty: 4676.143066
	Iteration 47Q: 3 clusters Score -1507676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1507680.000000 Penalty: 4676.143066
	Iteration 48Q: 3 clusters Score -1507680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1507684.000000 Penalty: 4676.143066
	Iteration 49Q: 3 clusters Score -1507684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1507687.875000 Penalty: 4676.143066
	Iteration 50Q: 3 clusters Score -1507688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1507695.750000 Penalty: 4676.143066
	Iteration 51Q: 3 clusters Score -1507696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1507703.000000 Penalty: 4676.143066
	Iteration 52Q: 3 clusters Score -1507703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1507705.375000 Penalty: 4676.143066
	Iteration 53Q: 3 clusters Score -1507705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1507711.250000 Penalty: 4676.143066
	Iteration 54Q: 3 clusters Score -1507711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1507716.375000 Penalty: 4676.143066
	Iteration 55Q: 3 clusters Score -1507716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1507721.250000 Penalty: 4676.143066
	Iteration 56Q: 3 clusters Score -1507721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1507724.500000 Penalty: 4676.143066
	Iteration 57Q: 3 clusters Score -1507724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1507726.375000 Penalty: 4676.143066
	Iteration 58Q: 3 clusters Score -1507726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1507726.500000 Penalty: 4676.143066
	Iteration 59Q: 3 clusters Score -1507726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1507731.625000 Penalty: 4676.143066
	Iteration 60F: 3 clusters Score -1507732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1507734.500000 Penalty: 4676.143066
	Iteration 61Q: 3 clusters Score -1507734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1507738.750000 Penalty: 4676.143066
	Iteration 62Q: 3 clusters Score -1507739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1507740.000000 Penalty: 4676.143066
	Iteration 63Q: 3 clusters Score -1507740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1507737.625000 Penalty: 4676.143066
	Iteration 64Q: 3 clusters Score -1507738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1507737.125000 Penalty: 4676.143066
	Iteration 65Q: 3 clusters Score -1507737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1507740.000000 Penalty: 4676.143066
	Iteration 66Q: 3 clusters Score -1507740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1507741.500000 Penalty: 4676.143066
	Iteration 67Q: 3 clusters Score -1507742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1507743.500000 Penalty: 4676.143066
	Iteration 68Q: 3 clusters Score -1507744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1507743.375000 Penalty: 4676.143066
	Iteration 69Q: 3 clusters Score -1507743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1507743.375000 Penalty: 4676.143066
	Iteration 70F: 3 clusters Score -1507743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -876138.187500 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -876138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -870211.562500 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -870211.6 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -871885.375000 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -871885.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -872242.125000 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -872242.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -872590.187500 Penalty: 4407.384277
	Iteration 3F: 3 clusters Score -872590.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -872931.125000 Penalty: 4407.384277
	Iteration 4F: 3 clusters Score -872931.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -873272.562500 Penalty: 4407.384277
	Iteration 5F: 3 clusters Score -873272.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -873531.687500 Penalty: 4407.384277
	Iteration 6F: 3 clusters Score -873531.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -873715.812500 Penalty: 4407.384277
	Iteration 7Q: 3 clusters Score -873715.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -873846.750000 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -873846.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -873944.187500 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -873944.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -874012.687500 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -874012.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -874066.687500 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -874066.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -874100.375000 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -874100.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -874122.437500 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -874122.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -874137.687500 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -874137.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -874149.250000 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -874149.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -874159.937500 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -874159.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -874167.687500 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -874167.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -874171.375000 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -874171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -874177.187500 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -874177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -874181.062500 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -874181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -874183.000000 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -874183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -874184.375000 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -874184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -874185.187500 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -874185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -874186.500000 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -874186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -874189.562500 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -874189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -874193.312500 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -874193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -874191.312500 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -874191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -874192.250000 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -874192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -874192.250000 Penalty: 4407.384277
	Iteration 29F: 3 clusters Score -874192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -395295.281250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -395295.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -391882.687500 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -391882.7 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -392665.093750 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -392665.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392870.625000 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -392870.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -393007.937500 Penalty: 4014.357178
	Iteration 3Q: 3 clusters Score -393007.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -393114.031250 Penalty: 4014.357178
	Iteration 4Q: 3 clusters Score -393114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -393183.875000 Penalty: 4014.357178
	Iteration 5Q: 3 clusters Score -393183.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -393246.781250 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -393246.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -393301.468750 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -393301.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -393361.406250 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -393361.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -393428.250000 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -393428.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -393494.562500 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -393494.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -393595.781250 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -393595.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -393738.812500 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -393738.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -393848.531250 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -393848.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -393915.406250 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -393915.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -393968.375000 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -393968.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -393999.031250 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -393999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -394031.187500 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -394031.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394053.281250 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -394053.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -394071.281250 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -394071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -394086.000000 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -394086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -394092.187500 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -394092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -394094.531250 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -394094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -394095.875000 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -394095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -394096.250000 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -394096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -394096.250000 Penalty: 4014.357178
	Iteration 25F: 3 clusters Score -394096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Entering Unmasked Estep 
Score: -8468629.000000 Penalty: 2759.400635
	Iteration 0F: 2 clusters Score -8468629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -8423055.000000 Penalty: 5518.801270
	Iteration 0F: 3 clusters Score -8423055 nChanged 31785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -8440859.000000 Penalty: 5518.801270
	Iteration 1F: 3 clusters Score -8440859 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -8441783.000000 Penalty: 5518.801270
	Iteration 2Q: 3 clusters Score -8441783 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -8442815.000000 Penalty: 5518.801270
	Iteration 3Q: 3 clusters Score -8442815 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -8444206.000000 Penalty: 5518.801270
	Iteration 4Q: 3 clusters Score -8444206 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -8446033.000000 Penalty: 5518.801270
	Iteration 5F: 3 clusters Score -8446033 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8448728.000000 Penalty: 5518.801270
	Iteration 6F: 3 clusters Score -8448728 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -8452359.000000 Penalty: 5518.801270
	Iteration 7F: 3 clusters Score -8452359 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -8456651.000000 Penalty: 5518.801270
	Iteration 8F: 3 clusters Score -8456651 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8460756.000000 Penalty: 5518.801270
	Iteration 9F: 3 clusters Score -8460756 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8463562.000000 Penalty: 5518.801270
	Iteration 10Q: 3 clusters Score -8463562 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8464923.000000 Penalty: 5518.801270
	Iteration 11Q: 3 clusters Score -8464923 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8465629.000000 Penalty: 5518.801270
	Iteration 12Q: 3 clusters Score -8465629 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8465908.000000 Penalty: 5518.801270
	Iteration 13Q: 3 clusters Score -8465908 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8466095.000000 Penalty: 5518.801270
	Iteration 14Q: 3 clusters Score -8466095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8466207.000000 Penalty: 5518.801270
	Iteration 15Q: 3 clusters Score -8466207 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8466261.000000 Penalty: 5518.801270
	Iteration 16Q: 3 clusters Score -8466261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8466301.000000 Penalty: 5518.801270
	Iteration 17Q: 3 clusters Score -8466301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8466335.000000 Penalty: 5518.801270
	Iteration 18Q: 3 clusters Score -8466335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8466340.000000 Penalty: 5518.801270
	Iteration 19Q: 3 clusters Score -8466340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8466359.000000 Penalty: 5518.801270
	Iteration 20F: 3 clusters Score -8466359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8466373.000000 Penalty: 5518.801270
	Iteration 21Q: 3 clusters Score -8466373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8466383.000000 Penalty: 5518.801270
	Iteration 22Q: 3 clusters Score -8466383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8466382.000000 Penalty: 5518.801270
	Iteration 23Q: 3 clusters Score -8466382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8466385.000000 Penalty: 5518.801270
	Iteration 24Q: 3 clusters Score -8466385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8466391.000000 Penalty: 5518.801270
	Iteration 25Q: 3 clusters Score -8466391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8466395.000000 Penalty: 5518.801270
	Iteration 26Q: 3 clusters Score -8466395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8466391.000000 Penalty: 5518.801270
	Iteration 27Q: 3 clusters Score -8466391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8466393.000000 Penalty: 5518.801270
	Iteration 28Q: 3 clusters Score -8466393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8466401.000000 Penalty: 5518.801270
	Iteration 29Q: 3 clusters Score -8466401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8466402.000000 Penalty: 5518.801270
	Iteration 30Q: 3 clusters Score -8466402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8466402.000000 Penalty: 5518.801270
	Iteration 31Q: 3 clusters Score -8466402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8466405.000000 Penalty: 5518.801270
	Iteration 32Q: 3 clusters Score -8466405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8466403.000000 Penalty: 5518.801270
	Iteration 33Q: 3 clusters Score -8466403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8466411.000000 Penalty: 5518.801270
	Iteration 34Q: 3 clusters Score -8466411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8466407.000000 Penalty: 5518.801270
	Iteration 35Q: 3 clusters Score -8466407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8466407.000000 Penalty: 5518.801270
	Iteration 36F: 3 clusters Score -8466407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Entering Unmasked Estep 
Score: -1771447.000000 Penalty: 2372.416260
	Iteration 0F: 2 clusters Score -1771447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1761034.250000 Penalty: 4744.832520
	Iteration 0F: 3 clusters Score -1761034 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1764671.000000 Penalty: 4744.832520
	Iteration 1F: 3 clusters Score -1764671 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1765300.500000 Penalty: 4744.832520
	Iteration 2F: 3 clusters Score -1765300 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1765774.750000 Penalty: 4744.832520
	Iteration 3F: 3 clusters Score -1765775 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1766158.250000 Penalty: 4744.832520
	Iteration 4F: 3 clusters Score -1766158 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1766469.500000 Penalty: 4744.832520
	Iteration 5Q: 3 clusters Score -1766470 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1766764.000000 Penalty: 4744.832520
	Iteration 6Q: 3 clusters Score -1766764 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1767023.750000 Penalty: 4744.832520
	Iteration 7Q: 3 clusters Score -1767024 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1767294.250000 Penalty: 4744.832520
	Iteration 8Q: 3 clusters Score -1767294 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1767540.750000 Penalty: 4744.832520
	Iteration 9Q: 3 clusters Score -1767541 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1767759.750000 Penalty: 4744.832520
	Iteration 10Q: 3 clusters Score -1767760 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1767975.000000 Penalty: 4744.832520
	Iteration 11Q: 3 clusters Score -1767975 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1768167.500000 Penalty: 4744.832520
	Iteration 12Q: 3 clusters Score -1768168 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1768324.875000 Penalty: 4744.832520
	Iteration 13Q: 3 clusters Score -1768325 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1768425.500000 Penalty: 4744.832520
	Iteration 14Q: 3 clusters Score -1768426 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1768499.250000 Penalty: 4744.832520
	Iteration 15Q: 3 clusters Score -1768499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1768535.875000 Penalty: 4744.832520
	Iteration 16Q: 3 clusters Score -1768536 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1768570.125000 Penalty: 4744.832520
	Iteration 17Q: 3 clusters Score -1768570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1768591.875000 Penalty: 4744.832520
	Iteration 18Q: 3 clusters Score -1768592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1768618.250000 Penalty: 4744.832520
	Iteration 19Q: 3 clusters Score -1768618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1768634.000000 Penalty: 4744.832520
	Iteration 20F: 3 clusters Score -1768634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1768653.750000 Penalty: 4744.832520
	Iteration 21Q: 3 clusters Score -1768654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1768666.375000 Penalty: 4744.832520
	Iteration 22Q: 3 clusters Score -1768666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1768678.625000 Penalty: 4744.832520
	Iteration 23Q: 3 clusters Score -1768679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1768698.625000 Penalty: 4744.832520
	Iteration 24Q: 3 clusters Score -1768699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1768711.250000 Penalty: 4744.832520
	Iteration 25Q: 3 clusters Score -1768711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1768737.500000 Penalty: 4744.832520
	Iteration 26Q: 3 clusters Score -1768738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1768768.625000 Penalty: 4744.832520
	Iteration 27Q: 3 clusters Score -1768769 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1768792.625000 Penalty: 4744.832520
	Iteration 28Q: 3 clusters Score -1768793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1768818.000000 Penalty: 4744.832520
	Iteration 29Q: 3 clusters Score -1768818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1768840.875000 Penalty: 4744.832520
	Iteration 30Q: 3 clusters Score -1768841 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1768880.500000 Penalty: 4744.832520
	Iteration 31Q: 3 clusters Score -1768880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1768910.625000 Penalty: 4744.832520
	Iteration 32Q: 3 clusters Score -1768911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1768939.375000 Penalty: 4744.832520
	Iteration 33Q: 3 clusters Score -1768939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1768960.500000 Penalty: 4744.832520
	Iteration 34Q: 3 clusters Score -1768960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1768982.500000 Penalty: 4744.832520
	Iteration 35Q: 3 clusters Score -1768982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1769006.375000 Penalty: 4744.832520
	Iteration 36Q: 3 clusters Score -1769006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1769035.625000 Penalty: 4744.832520
	Iteration 37Q: 3 clusters Score -1769036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1769064.625000 Penalty: 4744.832520
	Iteration 38Q: 3 clusters Score -1769065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1769090.250000 Penalty: 4744.832520
	Iteration 39Q: 3 clusters Score -1769090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1769119.125000 Penalty: 4744.832520
	Iteration 40F: 3 clusters Score -1769119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1769141.125000 Penalty: 4744.832520
	Iteration 41Q: 3 clusters Score -1769141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1769172.375000 Penalty: 4744.832520
	Iteration 42Q: 3 clusters Score -1769172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1769203.000000 Penalty: 4744.832520
	Iteration 43Q: 3 clusters Score -1769203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1769224.125000 Penalty: 4744.832520
	Iteration 44Q: 3 clusters Score -1769224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1769257.000000 Penalty: 4744.832520
	Iteration 45Q: 3 clusters Score -1769257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1769279.375000 Penalty: 4744.832520
	Iteration 46Q: 3 clusters Score -1769279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1769289.250000 Penalty: 4744.832520
	Iteration 47Q: 3 clusters Score -1769289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1769306.125000 Penalty: 4744.832520
	Iteration 48Q: 3 clusters Score -1769306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1769321.250000 Penalty: 4744.832520
	Iteration 49Q: 3 clusters Score -1769321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1769334.750000 Penalty: 4744.832520
	Iteration 50Q: 3 clusters Score -1769335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1769357.625000 Penalty: 4744.832520
	Iteration 51Q: 3 clusters Score -1769358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1769370.625000 Penalty: 4744.832520
	Iteration 52Q: 3 clusters Score -1769371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1769388.625000 Penalty: 4744.832520
	Iteration 53Q: 3 clusters Score -1769389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1769397.250000 Penalty: 4744.832520
	Iteration 54Q: 3 clusters Score -1769397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1769411.750000 Penalty: 4744.832520
	Iteration 55Q: 3 clusters Score -1769412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1769424.250000 Penalty: 4744.832520
	Iteration 56Q: 3 clusters Score -1769424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1769434.000000 Penalty: 4744.832520
	Iteration 57Q: 3 clusters Score -1769434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1769455.000000 Penalty: 4744.832520
	Iteration 58Q: 3 clusters Score -1769455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1769469.375000 Penalty: 4744.832520
	Iteration 59Q: 3 clusters Score -1769469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1769475.375000 Penalty: 4744.832520
	Iteration 60F: 3 clusters Score -1769475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1769488.250000 Penalty: 4744.832520
	Iteration 61Q: 3 clusters Score -1769488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1769504.625000 Penalty: 4744.832520
	Iteration 62Q: 3 clusters Score -1769505 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1769517.625000 Penalty: 4744.832520
	Iteration 63Q: 3 clusters Score -1769518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1769523.250000 Penalty: 4744.832520
	Iteration 64Q: 3 clusters Score -1769523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1769533.625000 Penalty: 4744.832520
	Iteration 65Q: 3 clusters Score -1769534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1769542.625000 Penalty: 4744.832520
	Iteration 66Q: 3 clusters Score -1769543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1769556.500000 Penalty: 4744.832520
	Iteration 67Q: 3 clusters Score -1769556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1769558.000000 Penalty: 4744.832520
	Iteration 68Q: 3 clusters Score -1769558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1769565.625000 Penalty: 4744.832520
	Iteration 69Q: 3 clusters Score -1769566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1769569.750000 Penalty: 4744.832520
	Iteration 70Q: 3 clusters Score -1769570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1769581.375000 Penalty: 4744.832520
	Iteration 71Q: 3 clusters Score -1769581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1769595.875000 Penalty: 4744.832520
	Iteration 72Q: 3 clusters Score -1769596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1769607.000000 Penalty: 4744.832520
	Iteration 73Q: 3 clusters Score -1769607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1769610.500000 Penalty: 4744.832520
	Iteration 74Q: 3 clusters Score -1769610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1769624.500000 Penalty: 4744.832520
	Iteration 75Q: 3 clusters Score -1769624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1769637.000000 Penalty: 4744.832520
	Iteration 76Q: 3 clusters Score -1769637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1769652.500000 Penalty: 4744.832520
	Iteration 77Q: 3 clusters Score -1769652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1769663.250000 Penalty: 4744.832520
	Iteration 78Q: 3 clusters Score -1769663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1769675.750000 Penalty: 4744.832520
	Iteration 79Q: 3 clusters Score -1769676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1769681.750000 Penalty: 4744.832520
	Iteration 80F: 3 clusters Score -1769682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1769688.250000 Penalty: 4744.832520
	Iteration 81Q: 3 clusters Score -1769688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1769696.750000 Penalty: 4744.832520
	Iteration 82Q: 3 clusters Score -1769697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1769710.625000 Penalty: 4744.832520
	Iteration 83Q: 3 clusters Score -1769711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1769725.500000 Penalty: 4744.832520
	Iteration 84Q: 3 clusters Score -1769726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1769726.625000 Penalty: 4744.832520
	Iteration 85Q: 3 clusters Score -1769727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1769737.250000 Penalty: 4744.832520
	Iteration 86Q: 3 clusters Score -1769737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1769737.625000 Penalty: 4744.832520
	Iteration 87Q: 3 clusters Score -1769738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1769746.125000 Penalty: 4744.832520
	Iteration 88Q: 3 clusters Score -1769746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1769752.375000 Penalty: 4744.832520
	Iteration 89Q: 3 clusters Score -1769752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1769759.500000 Penalty: 4744.832520
	Iteration 90Q: 3 clusters Score -1769760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1769764.875000 Penalty: 4744.832520
	Iteration 91Q: 3 clusters Score -1769765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1769771.375000 Penalty: 4744.832520
	Iteration 92Q: 3 clusters Score -1769771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1769783.125000 Penalty: 4744.832520
	Iteration 93Q: 3 clusters Score -1769783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1769789.000000 Penalty: 4744.832520
	Iteration 94Q: 3 clusters Score -1769789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1769791.500000 Penalty: 4744.832520
	Iteration 95Q: 3 clusters Score -1769792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1769797.250000 Penalty: 4744.832520
	Iteration 96Q: 3 clusters Score -1769797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1769795.625000 Penalty: 4744.832520
	Iteration 97Q: 3 clusters Score -1769796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1769797.000000 Penalty: 4744.832520
	Iteration 98Q: 3 clusters Score -1769797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1769797.750000 Penalty: 4744.832520
	Iteration 99Q: 3 clusters Score -1769798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1769797.750000 Penalty: 4744.832520
	Iteration 100F: 3 clusters Score -1769798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1769798.750000 Penalty: 4744.832520
	Iteration 101Q: 3 clusters Score -1769799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1769799.250000 Penalty: 4744.832520
	Iteration 102Q: 3 clusters Score -1769799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1769800.125000 Penalty: 4744.832520
	Iteration 103Q: 3 clusters Score -1769800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1769803.375000 Penalty: 4744.832520
	Iteration 104Q: 3 clusters Score -1769803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1769803.750000 Penalty: 4744.832520
	Iteration 105Q: 3 clusters Score -1769804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1769802.500000 Penalty: 4744.832520
	Iteration 106Q: 3 clusters Score -1769802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1769799.750000 Penalty: 4744.832520
	Iteration 107Q: 3 clusters Score -1769800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1769804.125000 Penalty: 4744.832520
	Iteration 108Q: 3 clusters Score -1769804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1769802.500000 Penalty: 4744.832520
	Iteration 109Q: 3 clusters Score -1769802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1769803.750000 Penalty: 4744.832520
	Iteration 110Q: 3 clusters Score -1769804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1769803.375000 Penalty: 4744.832520
	Iteration 111Q: 3 clusters Score -1769803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1769804.750000 Penalty: 4744.832520
	Iteration 112Q: 3 clusters Score -1769805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1769803.500000 Penalty: 4744.832520
	Iteration 113Q: 3 clusters Score -1769804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1769808.500000 Penalty: 4744.832520
	Iteration 114Q: 3 clusters Score -1769808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1769807.875000 Penalty: 4744.832520
	Iteration 115Q: 3 clusters Score -1769808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1769814.000000 Penalty: 4744.832520
	Iteration 116Q: 3 clusters Score -1769814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1769815.375000 Penalty: 4744.832520
	Iteration 117Q: 3 clusters Score -1769815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1769815.375000 Penalty: 4744.832520
	Iteration 118F: 3 clusters Score -1769815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Entering Unmasked Estep 
Score: -5042067.500000 Penalty: 2631.664062
	Iteration 0F: 2 clusters Score -5042068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5014664.500000 Penalty: 5263.328125
	Iteration 0F: 3 clusters Score -5014664 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5025016.000000 Penalty: 5263.328125
	Iteration 1F: 3 clusters Score -5025016 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -5025802.500000 Penalty: 5263.328125
	Iteration 2Q: 3 clusters Score -5025802 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5026691.000000 Penalty: 5263.328125
	Iteration 3Q: 3 clusters Score -5026691 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5027657.000000 Penalty: 5263.328125
	Iteration 4Q: 3 clusters Score -5027657 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5028781.000000 Penalty: 5263.328125
	Iteration 5F: 3 clusters Score -5028781 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5030083.500000 Penalty: 5263.328125
	Iteration 6F: 3 clusters Score -5030084 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5031560.500000 Penalty: 5263.328125
	Iteration 7F: 3 clusters Score -5031560 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5033066.500000 Penalty: 5263.328125
	Iteration 8F: 3 clusters Score -5033066 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5034441.500000 Penalty: 5263.328125
	Iteration 9F: 3 clusters Score -5034442 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5035687.500000 Penalty: 5263.328125
	Iteration 10Q: 3 clusters Score -5035688 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5036873.000000 Penalty: 5263.328125
	Iteration 11Q: 3 clusters Score -5036873 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -5037895.000000 Penalty: 5263.328125
	Iteration 12Q: 3 clusters Score -5037895 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5038605.000000 Penalty: 5263.328125
	Iteration 13Q: 3 clusters Score -5038605 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5039075.500000 Penalty: 5263.328125
	Iteration 14Q: 3 clusters Score -5039076 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5039369.000000 Penalty: 5263.328125
	Iteration 15Q: 3 clusters Score -5039369 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5039567.500000 Penalty: 5263.328125
	Iteration 16Q: 3 clusters Score -5039568 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5039688.500000 Penalty: 5263.328125
	Iteration 17Q: 3 clusters Score -5039688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5039774.500000 Penalty: 5263.328125
	Iteration 18Q: 3 clusters Score -5039774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5039803.500000 Penalty: 5263.328125
	Iteration 19Q: 3 clusters Score -5039804 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5039860.000000 Penalty: 5263.328125
	Iteration 20F: 3 clusters Score -5039860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5039891.000000 Penalty: 5263.328125
	Iteration 21Q: 3 clusters Score -5039891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5039895.500000 Penalty: 5263.328125
	Iteration 22Q: 3 clusters Score -5039896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5039907.500000 Penalty: 5263.328125
	Iteration 23Q: 3 clusters Score -5039908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5039916.000000 Penalty: 5263.328125
	Iteration 24Q: 3 clusters Score -5039916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5039939.500000 Penalty: 5263.328125
	Iteration 25Q: 3 clusters Score -5039940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5039961.000000 Penalty: 5263.328125
	Iteration 26Q: 3 clusters Score -5039961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5039972.500000 Penalty: 5263.328125
	Iteration 27Q: 3 clusters Score -5039972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5039989.000000 Penalty: 5263.328125
	Iteration 28Q: 3 clusters Score -5039989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5040011.000000 Penalty: 5263.328125
	Iteration 29Q: 3 clusters Score -5040011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5040041.000000 Penalty: 5263.328125
	Iteration 30Q: 3 clusters Score -5040041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5040062.500000 Penalty: 5263.328125
	Iteration 31Q: 3 clusters Score -5040062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5040075.000000 Penalty: 5263.328125
	Iteration 32Q: 3 clusters Score -5040075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5040095.000000 Penalty: 5263.328125
	Iteration 33Q: 3 clusters Score -5040095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5040104.000000 Penalty: 5263.328125
	Iteration 34Q: 3 clusters Score -5040104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5040125.000000 Penalty: 5263.328125
	Iteration 35Q: 3 clusters Score -5040125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5040137.500000 Penalty: 5263.328125
	Iteration 36Q: 3 clusters Score -5040138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5040160.000000 Penalty: 5263.328125
	Iteration 37Q: 3 clusters Score -5040160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5040180.500000 Penalty: 5263.328125
	Iteration 38Q: 3 clusters Score -5040180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5040193.500000 Penalty: 5263.328125
	Iteration 39Q: 3 clusters Score -5040194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5040205.000000 Penalty: 5263.328125
	Iteration 40F: 3 clusters Score -5040205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5040224.000000 Penalty: 5263.328125
	Iteration 41Q: 3 clusters Score -5040224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5040236.500000 Penalty: 5263.328125
	Iteration 42Q: 3 clusters Score -5040236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5040249.500000 Penalty: 5263.328125
	Iteration 43Q: 3 clusters Score -5040250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5040260.500000 Penalty: 5263.328125
	Iteration 44Q: 3 clusters Score -5040260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5040268.000000 Penalty: 5263.328125
	Iteration 45Q: 3 clusters Score -5040268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5040275.000000 Penalty: 5263.328125
	Iteration 46Q: 3 clusters Score -5040275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5040289.500000 Penalty: 5263.328125
	Iteration 47Q: 3 clusters Score -5040290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5040296.000000 Penalty: 5263.328125
	Iteration 48Q: 3 clusters Score -5040296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5040290.000000 Penalty: 5263.328125
	Iteration 49Q: 3 clusters Score -5040290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5040293.500000 Penalty: 5263.328125
	Iteration 50Q: 3 clusters Score -5040294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5040300.500000 Penalty: 5263.328125
	Iteration 51Q: 3 clusters Score -5040300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5040304.000000 Penalty: 5263.328125
	Iteration 52Q: 3 clusters Score -5040304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5040305.500000 Penalty: 5263.328125
	Iteration 53Q: 3 clusters Score -5040306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5040312.500000 Penalty: 5263.328125
	Iteration 54Q: 3 clusters Score -5040312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5040315.500000 Penalty: 5263.328125
	Iteration 55Q: 3 clusters Score -5040316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5040317.500000 Penalty: 5263.328125
	Iteration 56Q: 3 clusters Score -5040318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5040319.500000 Penalty: 5263.328125
	Iteration 57Q: 3 clusters Score -5040320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5040312.000000 Penalty: 5263.328125
	Iteration 58Q: 3 clusters Score -5040312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5040300.000000 Penalty: 5263.328125
	Iteration 59Q: 3 clusters Score -5040300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5040303.000000 Penalty: 5263.328125
	Iteration 60F: 3 clusters Score -5040303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5040306.000000 Penalty: 5263.328125
	Iteration 61Q: 3 clusters Score -5040306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5040305.000000 Penalty: 5263.328125
	Iteration 62Q: 3 clusters Score -5040305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5040305.500000 Penalty: 5263.328125
	Iteration 63Q: 3 clusters Score -5040306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5040309.000000 Penalty: 5263.328125
	Iteration 64Q: 3 clusters Score -5040309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5040305.500000 Penalty: 5263.328125
	Iteration 65Q: 3 clusters Score -5040306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5040310.500000 Penalty: 5263.328125
	Iteration 66Q: 3 clusters Score -5040310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5040307.000000 Penalty: 5263.328125
	Iteration 67Q: 3 clusters Score -5040307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5040307.000000 Penalty: 5263.328125
	Iteration 68F: 3 clusters Score -5040307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Entering Unmasked Estep 
Score: -1114909.250000 Penalty: 2284.882568
	Iteration 0F: 2 clusters Score -1114909 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 5017 members 
Entering Unmasked Estep 
Score: -1107186.125000 Penalty: 4569.765137
	Iteration 0F: 3 clusters Score -1107186 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1109832.125000 Penalty: 4569.765137
	Iteration 1F: 3 clusters Score -1109832 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1110562.750000 Penalty: 4569.765137
	Iteration 2F: 3 clusters Score -1110563 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1111237.875000 Penalty: 4569.765137
	Iteration 3F: 3 clusters Score -1111238 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1111790.625000 Penalty: 4569.765137
	Iteration 4F: 3 clusters Score -1111791 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1112217.875000 Penalty: 4569.765137
	Iteration 5F: 3 clusters Score -1112218 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1112583.750000 Penalty: 4569.765137
	Iteration 6F: 3 clusters Score -1112584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1112834.500000 Penalty: 4569.765137
	Iteration 7Q: 3 clusters Score -1112834 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1113014.375000 Penalty: 4569.765137
	Iteration 8Q: 3 clusters Score -1113014 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1113157.125000 Penalty: 4569.765137
	Iteration 9Q: 3 clusters Score -1113157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1113258.625000 Penalty: 4569.765137
	Iteration 10Q: 3 clusters Score -1113259 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1113344.875000 Penalty: 4569.765137
	Iteration 11Q: 3 clusters Score -1113345 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1113417.500000 Penalty: 4569.765137
	Iteration 12Q: 3 clusters Score -1113418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1113478.750000 Penalty: 4569.765137
	Iteration 13Q: 3 clusters Score -1113479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1113528.625000 Penalty: 4569.765137
	Iteration 14Q: 3 clusters Score -1113529 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1113570.000000 Penalty: 4569.765137
	Iteration 15Q: 3 clusters Score -1113570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1113602.625000 Penalty: 4569.765137
	Iteration 16Q: 3 clusters Score -1113603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1113633.125000 Penalty: 4569.765137
	Iteration 17Q: 3 clusters Score -1113633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1113670.500000 Penalty: 4569.765137
	Iteration 18Q: 3 clusters Score -1113670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1113703.625000 Penalty: 4569.765137
	Iteration 19Q: 3 clusters Score -1113704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1113732.875000 Penalty: 4569.765137
	Iteration 20F: 3 clusters Score -1113733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1113768.875000 Penalty: 4569.765137
	Iteration 21Q: 3 clusters Score -1113769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1113794.500000 Penalty: 4569.765137
	Iteration 22Q: 3 clusters Score -1113794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1113816.750000 Penalty: 4569.765137
	Iteration 23Q: 3 clusters Score -1113817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1113837.625000 Penalty: 4569.765137
	Iteration 24Q: 3 clusters Score -1113838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1113859.250000 Penalty: 4569.765137
	Iteration 25Q: 3 clusters Score -1113859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1113869.875000 Penalty: 4569.765137
	Iteration 26Q: 3 clusters Score -1113870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1113878.000000 Penalty: 4569.765137
	Iteration 27Q: 3 clusters Score -1113878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1113886.625000 Penalty: 4569.765137
	Iteration 28Q: 3 clusters Score -1113887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1113896.125000 Penalty: 4569.765137
	Iteration 29Q: 3 clusters Score -1113896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1113904.750000 Penalty: 4569.765137
	Iteration 30Q: 3 clusters Score -1113905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1113910.000000 Penalty: 4569.765137
	Iteration 31Q: 3 clusters Score -1113910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1113917.125000 Penalty: 4569.765137
	Iteration 32Q: 3 clusters Score -1113917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1113920.125000 Penalty: 4569.765137
	Iteration 33Q: 3 clusters Score -1113920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1113924.750000 Penalty: 4569.765137
	Iteration 34Q: 3 clusters Score -1113925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1113930.750000 Penalty: 4569.765137
	Iteration 35Q: 3 clusters Score -1113931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1113935.750000 Penalty: 4569.765137
	Iteration 36Q: 3 clusters Score -1113936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1113938.000000 Penalty: 4569.765137
	Iteration 37Q: 3 clusters Score -1113938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1113940.875000 Penalty: 4569.765137
	Iteration 38Q: 3 clusters Score -1113941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1113945.125000 Penalty: 4569.765137
	Iteration 39Q: 3 clusters Score -1113945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1113949.000000 Penalty: 4569.765137
	Iteration 40F: 3 clusters Score -1113949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1113954.625000 Penalty: 4569.765137
	Iteration 41Q: 3 clusters Score -1113955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1113958.750000 Penalty: 4569.765137
	Iteration 42Q: 3 clusters Score -1113959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1113959.500000 Penalty: 4569.765137
	Iteration 43Q: 3 clusters Score -1113960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1113963.125000 Penalty: 4569.765137
	Iteration 44Q: 3 clusters Score -1113963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1113966.375000 Penalty: 4569.765137
	Iteration 45Q: 3 clusters Score -1113966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1113967.500000 Penalty: 4569.765137
	Iteration 46Q: 3 clusters Score -1113968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1113971.250000 Penalty: 4569.765137
	Iteration 47Q: 3 clusters Score -1113971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1113976.250000 Penalty: 4569.765137
	Iteration 48Q: 3 clusters Score -1113976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1113976.250000 Penalty: 4569.765137
	Iteration 49Q: 3 clusters Score -1113976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1113975.500000 Penalty: 4569.765137
	Iteration 50Q: 3 clusters Score -1113976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1113976.625000 Penalty: 4569.765137
	Iteration 51Q: 3 clusters Score -1113977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1113976.625000 Penalty: 4569.765137
	Iteration 52Q: 3 clusters Score -1113977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1113976.625000 Penalty: 4569.765137
	Iteration 53F: 3 clusters Score -1113977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -466098.906250 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -466098.9 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 1930 members 
Entering Unmasked Estep 
Score: -462299.343750 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -462299.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -463159.593750 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -463159.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -463447.531250 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -463447.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -463745.093750 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -463745.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -464097.843750 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -464097.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -464492.343750 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -464492.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -465000.687500 Penalty: 4094.246338
	Iteration 6F: 3 clusters Score -465000.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -465405.156250 Penalty: 4094.246338
	Iteration 7F: 3 clusters Score -465405.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -465603.875000 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -465603.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -465728.125000 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -465728.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -465825.437500 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -465825.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -465879.687500 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -465879.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -465918.093750 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -465918.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -465950.812500 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -465950.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -465977.531250 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -465977.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -465998.000000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -465998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -466027.406250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -466027.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -466042.750000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -466042.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -466057.000000 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -466057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -466071.843750 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -466071.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -466103.593750 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -466103.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -466176.156250 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -466176.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -466274.937500 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -466274.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -466427.031250 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -466427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -466574.312500 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -466574.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -466653.343750 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -466653.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -466696.500000 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -466696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -466730.843750 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -466730.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466757.843750 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -466757.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -466789.125000 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -466789.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -466821.468750 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -466821.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -466845.093750 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -466845.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -466862.312500 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -466862.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -466885.812500 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -466885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -466922.656250 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -466922.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -466961.062500 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -466961.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -467007.406250 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -467007.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -467077.187500 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -467077.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -467174.625000 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -467174.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -467334.000000 Penalty: 4094.246338
	Iteration 39Q: 3 clusters Score -467334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -467471.937500 Penalty: 4094.246338
	Iteration 40F: 3 clusters Score -467471.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -467528.218750 Penalty: 4094.246338
	Iteration 41Q: 3 clusters Score -467528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -467553.656250 Penalty: 4094.246338
	Iteration 42Q: 3 clusters Score -467553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -467568.343750 Penalty: 4094.246338
	Iteration 43Q: 3 clusters Score -467568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -467575.343750 Penalty: 4094.246338
	Iteration 44Q: 3 clusters Score -467575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -467576.375000 Penalty: 4094.246338
	Iteration 45Q: 3 clusters Score -467576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -467576.375000 Penalty: 4094.246338
	Iteration 46F: 3 clusters Score -467576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Entering Unmasked Estep 
Score: -134472016.000000 Penalty: 210623.171875
Splitting cluster 26 changes total score from -134467936.000000 to -134472016.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 27 (106699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Entering Unmasked Estep 
Score: -13415053.000000 Penalty: 2871.286377
	Iteration 0F: 2 clusters Score -1.341505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -13343499.000000 Penalty: 5742.572754
	Iteration 0F: 3 clusters Score -1.33435e+07 nChanged 50654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -13372378.000000 Penalty: 5742.572754
	Iteration 1F: 3 clusters Score -1.337238e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -13372994.000000 Penalty: 5742.572754
	Iteration 2Q: 3 clusters Score -1.337299e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -13373754.000000 Penalty: 5742.572754
	Iteration 3Q: 3 clusters Score -1.337375e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -13374687.000000 Penalty: 5742.572754
	Iteration 4Q: 3 clusters Score -1.337469e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -13375826.000000 Penalty: 5742.572754
	Iteration 5Q: 3 clusters Score -1.337583e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -13377521.000000 Penalty: 5742.572754
	Iteration 6Q: 3 clusters Score -1.337752e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -13380108.000000 Penalty: 5742.572754
	Iteration 7F: 3 clusters Score -1.338011e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -13384124.000000 Penalty: 5742.572754
	Iteration 8F: 3 clusters Score -1.338412e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -13389730.000000 Penalty: 5742.572754
	Iteration 9F: 3 clusters Score -1.338973e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -13396643.000000 Penalty: 5742.572754
	Iteration 10F: 3 clusters Score -1.339664e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -13403195.000000 Penalty: 5742.572754
	Iteration 11F: 3 clusters Score -1.34032e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -13408021.000000 Penalty: 5742.572754
	Iteration 12Q: 3 clusters Score -1.340802e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13410697.000000 Penalty: 5742.572754
	Iteration 13Q: 3 clusters Score -1.34107e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13411746.000000 Penalty: 5742.572754
	Iteration 14Q: 3 clusters Score -1.341175e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13412149.000000 Penalty: 5742.572754
	Iteration 15Q: 3 clusters Score -1.341215e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13412332.000000 Penalty: 5742.572754
	Iteration 16Q: 3 clusters Score -1.341233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13412408.000000 Penalty: 5742.572754
	Iteration 17Q: 3 clusters Score -1.341241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13412458.000000 Penalty: 5742.572754
	Iteration 18Q: 3 clusters Score -1.341246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13412488.000000 Penalty: 5742.572754
	Iteration 19Q: 3 clusters Score -1.341249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13412494.000000 Penalty: 5742.572754
	Iteration 20F: 3 clusters Score -1.341249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13412500.000000 Penalty: 5742.572754
	Iteration 21Q: 3 clusters Score -1.34125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13412514.000000 Penalty: 5742.572754
	Iteration 22Q: 3 clusters Score -1.341251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13412536.000000 Penalty: 5742.572754
	Iteration 23Q: 3 clusters Score -1.341254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13412542.000000 Penalty: 5742.572754
	Iteration 24Q: 3 clusters Score -1.341254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13412553.000000 Penalty: 5742.572754
	Iteration 25Q: 3 clusters Score -1.341255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13412554.000000 Penalty: 5742.572754
	Iteration 26Q: 3 clusters Score -1.341255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13412554.000000 Penalty: 5742.572754
	Iteration 27F: 3 clusters Score -1.341255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -1391731.250000 Penalty: 2311.404785
	Iteration 0F: 2 clusters Score -1391731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1383359.750000 Penalty: 4622.809570
	Iteration 0F: 3 clusters Score -1383360 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1385820.875000 Penalty: 4622.809570
	Iteration 1F: 3 clusters Score -1385821 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1386168.375000 Penalty: 4622.809570
	Iteration 2F: 3 clusters Score -1386168 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1386465.500000 Penalty: 4622.809570
	Iteration 3F: 3 clusters Score -1386466 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1386759.750000 Penalty: 4622.809570
	Iteration 4F: 3 clusters Score -1386760 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1387063.750000 Penalty: 4622.809570
	Iteration 5Q: 3 clusters Score -1387064 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1387388.125000 Penalty: 4622.809570
	Iteration 6Q: 3 clusters Score -1387388 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1387745.500000 Penalty: 4622.809570
	Iteration 7F: 3 clusters Score -1387746 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1388047.125000 Penalty: 4622.809570
	Iteration 8Q: 3 clusters Score -1388047 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1388264.250000 Penalty: 4622.809570
	Iteration 9Q: 3 clusters Score -1388264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1388413.625000 Penalty: 4622.809570
	Iteration 10Q: 3 clusters Score -1388414 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1388542.625000 Penalty: 4622.809570
	Iteration 11Q: 3 clusters Score -1388543 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1388649.625000 Penalty: 4622.809570
	Iteration 12Q: 3 clusters Score -1388650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1388742.625000 Penalty: 4622.809570
	Iteration 13Q: 3 clusters Score -1388743 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1388829.000000 Penalty: 4622.809570
	Iteration 14Q: 3 clusters Score -1388829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1388916.750000 Penalty: 4622.809570
	Iteration 15Q: 3 clusters Score -1388917 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1389006.625000 Penalty: 4622.809570
	Iteration 16Q: 3 clusters Score -1389007 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1389076.000000 Penalty: 4622.809570
	Iteration 17Q: 3 clusters Score -1389076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1389144.875000 Penalty: 4622.809570
	Iteration 18Q: 3 clusters Score -1389145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1389214.750000 Penalty: 4622.809570
	Iteration 19Q: 3 clusters Score -1389215 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1389286.375000 Penalty: 4622.809570
	Iteration 20F: 3 clusters Score -1389286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1389348.625000 Penalty: 4622.809570
	Iteration 21Q: 3 clusters Score -1389349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1389405.750000 Penalty: 4622.809570
	Iteration 22Q: 3 clusters Score -1389406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1389461.375000 Penalty: 4622.809570
	Iteration 23Q: 3 clusters Score -1389461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1389503.500000 Penalty: 4622.809570
	Iteration 24Q: 3 clusters Score -1389504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1389540.500000 Penalty: 4622.809570
	Iteration 25Q: 3 clusters Score -1389540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1389569.375000 Penalty: 4622.809570
	Iteration 26Q: 3 clusters Score -1389569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1389599.875000 Penalty: 4622.809570
	Iteration 27Q: 3 clusters Score -1389600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1389631.875000 Penalty: 4622.809570
	Iteration 28Q: 3 clusters Score -1389632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1389653.000000 Penalty: 4622.809570
	Iteration 29Q: 3 clusters Score -1389653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1389667.875000 Penalty: 4622.809570
	Iteration 30Q: 3 clusters Score -1389668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1389679.000000 Penalty: 4622.809570
	Iteration 31Q: 3 clusters Score -1389679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1389685.875000 Penalty: 4622.809570
	Iteration 32Q: 3 clusters Score -1389686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1389695.500000 Penalty: 4622.809570
	Iteration 33Q: 3 clusters Score -1389696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1389700.875000 Penalty: 4622.809570
	Iteration 34Q: 3 clusters Score -1389701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1389703.125000 Penalty: 4622.809570
	Iteration 35Q: 3 clusters Score -1389703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1389712.875000 Penalty: 4622.809570
	Iteration 36Q: 3 clusters Score -1389713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1389722.750000 Penalty: 4622.809570
	Iteration 37Q: 3 clusters Score -1389723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1389731.750000 Penalty: 4622.809570
	Iteration 38Q: 3 clusters Score -1389732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1389740.125000 Penalty: 4622.809570
	Iteration 39Q: 3 clusters Score -1389740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1389743.125000 Penalty: 4622.809570
	Iteration 40F: 3 clusters Score -1389743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1389745.125000 Penalty: 4622.809570
	Iteration 41Q: 3 clusters Score -1389745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1389753.250000 Penalty: 4622.809570
	Iteration 42Q: 3 clusters Score -1389753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1389758.875000 Penalty: 4622.809570
	Iteration 43Q: 3 clusters Score -1389759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1389765.625000 Penalty: 4622.809570
	Iteration 44Q: 3 clusters Score -1389766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1389767.250000 Penalty: 4622.809570
	Iteration 45Q: 3 clusters Score -1389767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1389770.000000 Penalty: 4622.809570
	Iteration 46Q: 3 clusters Score -1389770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1389778.500000 Penalty: 4622.809570
	Iteration 47Q: 3 clusters Score -1389778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1389780.375000 Penalty: 4622.809570
	Iteration 48Q: 3 clusters Score -1389780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1389782.250000 Penalty: 4622.809570
	Iteration 49Q: 3 clusters Score -1389782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1389784.000000 Penalty: 4622.809570
	Iteration 50Q: 3 clusters Score -1389784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1389784.125000 Penalty: 4622.809570
	Iteration 51Q: 3 clusters Score -1389784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1389790.000000 Penalty: 4622.809570
	Iteration 52Q: 3 clusters Score -1389790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1389791.375000 Penalty: 4622.809570
	Iteration 53Q: 3 clusters Score -1389791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1389791.750000 Penalty: 4622.809570
	Iteration 54Q: 3 clusters Score -1389792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1389794.625000 Penalty: 4622.809570
	Iteration 55Q: 3 clusters Score -1389795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1389797.000000 Penalty: 4622.809570
	Iteration 56Q: 3 clusters Score -1389797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1389798.250000 Penalty: 4622.809570
	Iteration 57Q: 3 clusters Score -1389798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1389800.125000 Penalty: 4622.809570
	Iteration 58Q: 3 clusters Score -1389800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1389801.750000 Penalty: 4622.809570
	Iteration 59Q: 3 clusters Score -1389802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1389801.625000 Penalty: 4622.809570
	Iteration 60F: 3 clusters Score -1389802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1389801.500000 Penalty: 4622.809570
	Iteration 61Q: 3 clusters Score -1389802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1389808.750000 Penalty: 4622.809570
	Iteration 62Q: 3 clusters Score -1389809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1389807.625000 Penalty: 4622.809570
	Iteration 63Q: 3 clusters Score -1389808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1389810.000000 Penalty: 4622.809570
	Iteration 64Q: 3 clusters Score -1389810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1389814.250000 Penalty: 4622.809570
	Iteration 65Q: 3 clusters Score -1389814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1389815.000000 Penalty: 4622.809570
	Iteration 66Q: 3 clusters Score -1389815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1389816.625000 Penalty: 4622.809570
	Iteration 67Q: 3 clusters Score -1389817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1389817.250000 Penalty: 4622.809570
	Iteration 68Q: 3 clusters Score -1389817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1389820.125000 Penalty: 4622.809570
	Iteration 69Q: 3 clusters Score -1389820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1389823.000000 Penalty: 4622.809570
	Iteration 70Q: 3 clusters Score -1389823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1389825.000000 Penalty: 4622.809570
	Iteration 71Q: 3 clusters Score -1389825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1389825.375000 Penalty: 4622.809570
	Iteration 72Q: 3 clusters Score -1389825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1389825.375000 Penalty: 4622.809570
	Iteration 73F: 3 clusters Score -1389825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -68768.718750 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -68768.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67401.156250 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -67401.16 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68585.585938 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -68585.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70541.195312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -70541.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72307.523438 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -72307.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73134.351562 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -73134.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73310.632812 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -73310.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73570.351562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -73570.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73731.164062 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -73731.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73782.585938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -73782.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73811.007812 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -73811.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73816.125000 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -73816.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73819.898438 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -73819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73830.703125 Penalty: 3252.866211
	Iteration 12F: 3 clusters Score -73830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73975.679688 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -73975.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73983.914062 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -73983.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73983.914062 Penalty: 3252.866211
	Iteration 15F: 3 clusters Score -73983.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Entering Unmasked Estep 
Score: -134475312.000000 Penalty: 214076.000000
Splitting cluster 29 changes total score from -134467936.000000 to -134475312.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 30 (13572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Entering Unmasked Estep 
Score: -1678487.125000 Penalty: 2359.909424
	Iteration 0F: 2 clusters Score -1678487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1668578.000000 Penalty: 4719.818848
	Iteration 0F: 3 clusters Score -1668578 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1672030.500000 Penalty: 4719.818848
	Iteration 1F: 3 clusters Score -1672030 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1672554.250000 Penalty: 4719.818848
	Iteration 2F: 3 clusters Score -1672554 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1673063.250000 Penalty: 4719.818848
	Iteration 3F: 3 clusters Score -1673063 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1673626.500000 Penalty: 4719.818848
	Iteration 4F: 3 clusters Score -1673626 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1674211.125000 Penalty: 4719.818848
	Iteration 5F: 3 clusters Score -1674211 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1674776.875000 Penalty: 4719.818848
	Iteration 6F: 3 clusters Score -1674777 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1675227.875000 Penalty: 4719.818848
	Iteration 7Q: 3 clusters Score -1675228 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1675539.750000 Penalty: 4719.818848
	Iteration 8Q: 3 clusters Score -1675540 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1675742.500000 Penalty: 4719.818848
	Iteration 9Q: 3 clusters Score -1675742 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1675884.875000 Penalty: 4719.818848
	Iteration 10Q: 3 clusters Score -1675885 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1675985.500000 Penalty: 4719.818848
	Iteration 11Q: 3 clusters Score -1675986 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1676064.125000 Penalty: 4719.818848
	Iteration 12Q: 3 clusters Score -1676064 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1676106.500000 Penalty: 4719.818848
	Iteration 13Q: 3 clusters Score -1676106 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1676139.500000 Penalty: 4719.818848
	Iteration 14Q: 3 clusters Score -1676140 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1676180.750000 Penalty: 4719.818848
	Iteration 15Q: 3 clusters Score -1676181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1676212.125000 Penalty: 4719.818848
	Iteration 16Q: 3 clusters Score -1676212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1676232.250000 Penalty: 4719.818848
	Iteration 17Q: 3 clusters Score -1676232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1676252.500000 Penalty: 4719.818848
	Iteration 18Q: 3 clusters Score -1676252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1676272.375000 Penalty: 4719.818848
	Iteration 19Q: 3 clusters Score -1676272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1676279.250000 Penalty: 4719.818848
	Iteration 20F: 3 clusters Score -1676279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1676306.250000 Penalty: 4719.818848
	Iteration 21Q: 3 clusters Score -1676306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1676324.750000 Penalty: 4719.818848
	Iteration 22Q: 3 clusters Score -1676325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1676348.250000 Penalty: 4719.818848
	Iteration 23Q: 3 clusters Score -1676348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1676383.500000 Penalty: 4719.818848
	Iteration 24Q: 3 clusters Score -1676384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1676409.250000 Penalty: 4719.818848
	Iteration 25Q: 3 clusters Score -1676409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1676457.625000 Penalty: 4719.818848
	Iteration 26Q: 3 clusters Score -1676458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1676512.000000 Penalty: 4719.818848
	Iteration 27Q: 3 clusters Score -1676512 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1676576.375000 Penalty: 4719.818848
	Iteration 28Q: 3 clusters Score -1676576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1676633.500000 Penalty: 4719.818848
	Iteration 29Q: 3 clusters Score -1676634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1676675.875000 Penalty: 4719.818848
	Iteration 30Q: 3 clusters Score -1676676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1676717.500000 Penalty: 4719.818848
	Iteration 31Q: 3 clusters Score -1676718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1676744.125000 Penalty: 4719.818848
	Iteration 32Q: 3 clusters Score -1676744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1676768.500000 Penalty: 4719.818848
	Iteration 33Q: 3 clusters Score -1676768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1676786.375000 Penalty: 4719.818848
	Iteration 34Q: 3 clusters Score -1676786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1676794.125000 Penalty: 4719.818848
	Iteration 35Q: 3 clusters Score -1676794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1676805.375000 Penalty: 4719.818848
	Iteration 36Q: 3 clusters Score -1676805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1676813.000000 Penalty: 4719.818848
	Iteration 37Q: 3 clusters Score -1676813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1676823.375000 Penalty: 4719.818848
	Iteration 38Q: 3 clusters Score -1676823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1676845.000000 Penalty: 4719.818848
	Iteration 39Q: 3 clusters Score -1676845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1676857.000000 Penalty: 4719.818848
	Iteration 40F: 3 clusters Score -1676857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1676866.875000 Penalty: 4719.818848
	Iteration 41Q: 3 clusters Score -1676867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1676881.875000 Penalty: 4719.818848
	Iteration 42Q: 3 clusters Score -1676882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1676899.750000 Penalty: 4719.818848
	Iteration 43Q: 3 clusters Score -1676900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1676920.625000 Penalty: 4719.818848
	Iteration 44Q: 3 clusters Score -1676921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1676940.250000 Penalty: 4719.818848
	Iteration 45Q: 3 clusters Score -1676940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1676959.625000 Penalty: 4719.818848
	Iteration 46Q: 3 clusters Score -1676960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1676980.500000 Penalty: 4719.818848
	Iteration 47Q: 3 clusters Score -1676980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1676997.250000 Penalty: 4719.818848
	Iteration 48Q: 3 clusters Score -1676997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1677022.500000 Penalty: 4719.818848
	Iteration 49Q: 3 clusters Score -1677022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1677058.625000 Penalty: 4719.818848
	Iteration 50Q: 3 clusters Score -1677059 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1677079.125000 Penalty: 4719.818848
	Iteration 51Q: 3 clusters Score -1677079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1677095.125000 Penalty: 4719.818848
	Iteration 52Q: 3 clusters Score -1677095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1677126.625000 Penalty: 4719.818848
	Iteration 53Q: 3 clusters Score -1677127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1677144.750000 Penalty: 4719.818848
	Iteration 54Q: 3 clusters Score -1677145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1677163.500000 Penalty: 4719.818848
	Iteration 55Q: 3 clusters Score -1677164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1677182.875000 Penalty: 4719.818848
	Iteration 56Q: 3 clusters Score -1677183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1677204.000000 Penalty: 4719.818848
	Iteration 57Q: 3 clusters Score -1677204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1677215.125000 Penalty: 4719.818848
	Iteration 58Q: 3 clusters Score -1677215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1677226.375000 Penalty: 4719.818848
	Iteration 59Q: 3 clusters Score -1677226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1677232.250000 Penalty: 4719.818848
	Iteration 60F: 3 clusters Score -1677232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1677242.500000 Penalty: 4719.818848
	Iteration 61Q: 3 clusters Score -1677242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1677251.125000 Penalty: 4719.818848
	Iteration 62Q: 3 clusters Score -1677251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1677255.625000 Penalty: 4719.818848
	Iteration 63Q: 3 clusters Score -1677256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1677258.250000 Penalty: 4719.818848
	Iteration 64Q: 3 clusters Score -1677258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1677258.750000 Penalty: 4719.818848
	Iteration 65Q: 3 clusters Score -1677259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1677259.250000 Penalty: 4719.818848
	Iteration 66Q: 3 clusters Score -1677259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1677270.750000 Penalty: 4719.818848
	Iteration 67Q: 3 clusters Score -1677271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1677271.250000 Penalty: 4719.818848
	Iteration 68Q: 3 clusters Score -1677271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1677272.125000 Penalty: 4719.818848
	Iteration 69Q: 3 clusters Score -1677272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1677274.250000 Penalty: 4719.818848
	Iteration 70Q: 3 clusters Score -1677274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1677279.875000 Penalty: 4719.818848
	Iteration 71Q: 3 clusters Score -1677280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1677280.500000 Penalty: 4719.818848
	Iteration 72Q: 3 clusters Score -1677280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1677283.875000 Penalty: 4719.818848
	Iteration 73Q: 3 clusters Score -1677284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1677288.500000 Penalty: 4719.818848
	Iteration 74Q: 3 clusters Score -1677288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1677293.500000 Penalty: 4719.818848
	Iteration 75Q: 3 clusters Score -1677294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1677300.375000 Penalty: 4719.818848
	Iteration 76Q: 3 clusters Score -1677300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1677309.625000 Penalty: 4719.818848
	Iteration 77Q: 3 clusters Score -1677310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1677308.000000 Penalty: 4719.818848
	Iteration 78Q: 3 clusters Score -1677308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1677318.625000 Penalty: 4719.818848
	Iteration 79Q: 3 clusters Score -1677319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1677323.875000 Penalty: 4719.818848
	Iteration 80F: 3 clusters Score -1677324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1677324.875000 Penalty: 4719.818848
	Iteration 81Q: 3 clusters Score -1677325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1677331.375000 Penalty: 4719.818848
	Iteration 82Q: 3 clusters Score -1677331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1677325.875000 Penalty: 4719.818848
	Iteration 83Q: 3 clusters Score -1677326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1677330.000000 Penalty: 4719.818848
	Iteration 84Q: 3 clusters Score -1677330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1677332.000000 Penalty: 4719.818848
	Iteration 85Q: 3 clusters Score -1677332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1677332.000000 Penalty: 4719.818848
	Iteration 86Q: 3 clusters Score -1677332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1677334.375000 Penalty: 4719.818848
	Iteration 87Q: 3 clusters Score -1677334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1677333.875000 Penalty: 4719.818848
	Iteration 88Q: 3 clusters Score -1677334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1677338.125000 Penalty: 4719.818848
	Iteration 89Q: 3 clusters Score -1677338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1677339.000000 Penalty: 4719.818848
	Iteration 90Q: 3 clusters Score -1677339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1677343.625000 Penalty: 4719.818848
	Iteration 91Q: 3 clusters Score -1677344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1677343.375000 Penalty: 4719.818848
	Iteration 92Q: 3 clusters Score -1677343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1677344.125000 Penalty: 4719.818848
	Iteration 93Q: 3 clusters Score -1677344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1677344.125000 Penalty: 4719.818848
	Iteration 94Q: 3 clusters Score -1677344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1677352.000000 Penalty: 4719.818848
	Iteration 95Q: 3 clusters Score -1677352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1677349.000000 Penalty: 4719.818848
	Iteration 96Q: 3 clusters Score -1677349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1677352.375000 Penalty: 4719.818848
	Iteration 97Q: 3 clusters Score -1677352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1677348.500000 Penalty: 4719.818848
	Iteration 98Q: 3 clusters Score -1677348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1677351.875000 Penalty: 4719.818848
	Iteration 99Q: 3 clusters Score -1677352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1677351.750000 Penalty: 4719.818848
	Iteration 100F: 3 clusters Score -1677352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1677353.625000 Penalty: 4719.818848
	Iteration 101Q: 3 clusters Score -1677354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1677352.750000 Penalty: 4719.818848
	Iteration 102Q: 3 clusters Score -1677353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1677356.000000 Penalty: 4719.818848
	Iteration 103Q: 3 clusters Score -1677356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1677357.125000 Penalty: 4719.818848
	Iteration 104Q: 3 clusters Score -1677357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1677359.250000 Penalty: 4719.818848
	Iteration 105Q: 3 clusters Score -1677359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1677359.500000 Penalty: 4719.818848
	Iteration 106Q: 3 clusters Score -1677360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1677360.000000 Penalty: 4719.818848
	Iteration 107Q: 3 clusters Score -1677360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1677359.750000 Penalty: 4719.818848
	Iteration 108Q: 3 clusters Score -1677360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1677360.500000 Penalty: 4719.818848
	Iteration 109Q: 3 clusters Score -1677360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1677361.000000 Penalty: 4719.818848
	Iteration 110Q: 3 clusters Score -1677361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1677362.125000 Penalty: 4719.818848
	Iteration 111Q: 3 clusters Score -1677362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1677365.000000 Penalty: 4719.818848
	Iteration 112Q: 3 clusters Score -1677365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1677366.375000 Penalty: 4719.818848
	Iteration 113Q: 3 clusters Score -1677366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1677365.125000 Penalty: 4719.818848
	Iteration 114Q: 3 clusters Score -1677365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1677365.125000 Penalty: 4719.818848
	Iteration 115F: 3 clusters Score -1677365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -179649.390625 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -179649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177641.093750 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -177641.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -178099.000000 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -178099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -178494.765625 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -178494.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178701.953125 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -178702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178800.531250 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -178800.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -178866.078125 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -178866.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178894.593750 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -178894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -178923.250000 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -178923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178948.734375 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -178948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -178965.625000 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -178965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178974.875000 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -178974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178982.343750 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -178982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178992.015625 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -178992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -178994.265625 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -178994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179004.031250 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -179004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179008.093750 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -179008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179009.968750 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -179010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179011.593750 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -179011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179011.578125 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -179011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179013.125000 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -179013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179016.515625 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -179016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179023.546875 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -179023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179029.734375 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -179029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179034.359375 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -179034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179035.953125 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -179036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179038.703125 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -179038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -179043.500000 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -179043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -179043.500000 Penalty: 3477.562012
	Iteration 27F: 3 clusters Score -179043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Entering Unmasked Estep 
Score: -1857880.625000 Penalty: 2385.479248
	Iteration 0F: 2 clusters Score -1857881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1847146.500000 Penalty: 4770.958496
	Iteration 0F: 3 clusters Score -1847146 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1851348.875000 Penalty: 4770.958496
	Iteration 1F: 3 clusters Score -1851349 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1852952.000000 Penalty: 4770.958496
	Iteration 2F: 3 clusters Score -1852952 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1854858.500000 Penalty: 4770.958496
	Iteration 3F: 3 clusters Score -1854858 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1856300.250000 Penalty: 4770.958496
	Iteration 4F: 3 clusters Score -1856300 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1857267.625000 Penalty: 4770.958496
	Iteration 5F: 3 clusters Score -1857268 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1857986.875000 Penalty: 4770.958496
	Iteration 6Q: 3 clusters Score -1857987 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1858408.000000 Penalty: 4770.958496
	Iteration 7Q: 3 clusters Score -1858408 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1858618.000000 Penalty: 4770.958496
	Iteration 8Q: 3 clusters Score -1858618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1858727.875000 Penalty: 4770.958496
	Iteration 9Q: 3 clusters Score -1858728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1858787.375000 Penalty: 4770.958496
	Iteration 10Q: 3 clusters Score -1858787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1858826.375000 Penalty: 4770.958496
	Iteration 11Q: 3 clusters Score -1858826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1858848.625000 Penalty: 4770.958496
	Iteration 12Q: 3 clusters Score -1858849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1858871.000000 Penalty: 4770.958496
	Iteration 13Q: 3 clusters Score -1858871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1858887.250000 Penalty: 4770.958496
	Iteration 14Q: 3 clusters Score -1858887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1858899.750000 Penalty: 4770.958496
	Iteration 15Q: 3 clusters Score -1858900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1858905.375000 Penalty: 4770.958496
	Iteration 16Q: 3 clusters Score -1858905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1858904.750000 Penalty: 4770.958496
	Iteration 17Q: 3 clusters Score -1858905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1858915.125000 Penalty: 4770.958496
	Iteration 18Q: 3 clusters Score -1858915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1858927.125000 Penalty: 4770.958496
	Iteration 19Q: 3 clusters Score -1858927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1858931.000000 Penalty: 4770.958496
	Iteration 20F: 3 clusters Score -1858931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1858940.000000 Penalty: 4770.958496
	Iteration 21Q: 3 clusters Score -1858940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1858937.625000 Penalty: 4770.958496
	Iteration 22Q: 3 clusters Score -1858938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1858939.625000 Penalty: 4770.958496
	Iteration 23Q: 3 clusters Score -1858940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1858946.375000 Penalty: 4770.958496
	Iteration 24Q: 3 clusters Score -1858946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1858949.000000 Penalty: 4770.958496
	Iteration 25Q: 3 clusters Score -1858949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1858950.250000 Penalty: 4770.958496
	Iteration 26Q: 3 clusters Score -1858950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1858949.375000 Penalty: 4770.958496
	Iteration 27Q: 3 clusters Score -1858949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1858949.875000 Penalty: 4770.958496
	Iteration 28Q: 3 clusters Score -1858950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1858950.875000 Penalty: 4770.958496
	Iteration 29Q: 3 clusters Score -1858951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1858950.250000 Penalty: 4770.958496
	Iteration 30Q: 3 clusters Score -1858950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1858953.375000 Penalty: 4770.958496
	Iteration 31Q: 3 clusters Score -1858953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1858953.250000 Penalty: 4770.958496
	Iteration 32Q: 3 clusters Score -1858953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1858954.875000 Penalty: 4770.958496
	Iteration 33Q: 3 clusters Score -1858955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1858953.625000 Penalty: 4770.958496
	Iteration 34Q: 3 clusters Score -1858954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1858954.250000 Penalty: 4770.958496
	Iteration 35Q: 3 clusters Score -1858954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1858954.375000 Penalty: 4770.958496
	Iteration 36Q: 3 clusters Score -1858954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1858955.000000 Penalty: 4770.958496
	Iteration 37Q: 3 clusters Score -1858955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1858954.000000 Penalty: 4770.958496
	Iteration 38Q: 3 clusters Score -1858954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1858954.000000 Penalty: 4770.958496
	Iteration 39F: 3 clusters Score -1858954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Entering Unmasked Estep 
Score: -134475248.000000 Penalty: 217528.843750
Splitting cluster 32 changes total score from -134467936.000000 to -134475248.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 33 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -572393.000000 Penalty: 2107.557129
	Iteration 0F: 2 clusters Score -572393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -568001.062500 Penalty: 4215.114258
	Iteration 0F: 3 clusters Score -568001.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -569111.687500 Penalty: 4215.114258
	Iteration 1F: 3 clusters Score -569111.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -569418.687500 Penalty: 4215.114258
	Iteration 2F: 3 clusters Score -569418.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -569747.062500 Penalty: 4215.114258
	Iteration 3F: 3 clusters Score -569747.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -570161.500000 Penalty: 4215.114258
	Iteration 4F: 3 clusters Score -570161.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -570579.250000 Penalty: 4215.114258
	Iteration 5F: 3 clusters Score -570579.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -570951.125000 Penalty: 4215.114258
	Iteration 6F: 3 clusters Score -570951.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -571262.812500 Penalty: 4215.114258
	Iteration 7F: 3 clusters Score -571262.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -571487.312500 Penalty: 4215.114258
	Iteration 8Q: 3 clusters Score -571487.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -571678.437500 Penalty: 4215.114258
	Iteration 9Q: 3 clusters Score -571678.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -571794.437500 Penalty: 4215.114258
	Iteration 10Q: 3 clusters Score -571794.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -571863.750000 Penalty: 4215.114258
	Iteration 11Q: 3 clusters Score -571863.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -571907.500000 Penalty: 4215.114258
	Iteration 12Q: 3 clusters Score -571907.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -571935.625000 Penalty: 4215.114258
	Iteration 13Q: 3 clusters Score -571935.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -571951.000000 Penalty: 4215.114258
	Iteration 14Q: 3 clusters Score -571951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -571960.187500 Penalty: 4215.114258
	Iteration 15Q: 3 clusters Score -571960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -571965.687500 Penalty: 4215.114258
	Iteration 16Q: 3 clusters Score -571965.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -571968.312500 Penalty: 4215.114258
	Iteration 17Q: 3 clusters Score -571968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -571971.250000 Penalty: 4215.114258
	Iteration 18Q: 3 clusters Score -571971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -571973.312500 Penalty: 4215.114258
	Iteration 19Q: 3 clusters Score -571973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -571978.562500 Penalty: 4215.114258
	Iteration 20F: 3 clusters Score -571978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -571980.250000 Penalty: 4215.114258
	Iteration 21Q: 3 clusters Score -571980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -571982.312500 Penalty: 4215.114258
	Iteration 22Q: 3 clusters Score -571982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -571984.250000 Penalty: 4215.114258
	Iteration 23Q: 3 clusters Score -571984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -571986.250000 Penalty: 4215.114258
	Iteration 24Q: 3 clusters Score -571986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -571987.625000 Penalty: 4215.114258
	Iteration 25Q: 3 clusters Score -571987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -571987.812500 Penalty: 4215.114258
	Iteration 26Q: 3 clusters Score -571987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -571993.750000 Penalty: 4215.114258
	Iteration 27Q: 3 clusters Score -571993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -571994.500000 Penalty: 4215.114258
	Iteration 28Q: 3 clusters Score -571994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -571995.625000 Penalty: 4215.114258
	Iteration 29Q: 3 clusters Score -571995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -571997.937500 Penalty: 4215.114258
	Iteration 30Q: 3 clusters Score -571997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -571998.562500 Penalty: 4215.114258
	Iteration 31Q: 3 clusters Score -571998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -571997.625000 Penalty: 4215.114258
	Iteration 32Q: 3 clusters Score -571997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -571997.625000 Penalty: 4215.114258
	Iteration 33F: 3 clusters Score -571997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -521121.531250 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -521121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -517787.468750 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -517787.5 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -518584.406250 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -518584.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -518860.625000 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -518860.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -519136.406250 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -519136.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -519338.500000 Penalty: 4002.238281
	Iteration 4F: 3 clusters Score -519338.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -519527.375000 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -519527.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -519753.437500 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -519753.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -520029.937500 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -520029.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -520282.250000 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -520282.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -520469.968750 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -520470 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -520591.281250 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -520591.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -520663.625000 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -520663.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -520699.000000 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -520699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -520728.718750 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -520728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -520736.437500 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -520736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -520742.062500 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -520742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -520747.437500 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -520747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -520749.406250 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -520749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -520755.156250 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -520755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520756.718750 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -520756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520758.375000 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -520758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520760.718750 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -520760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520761.875000 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -520761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -520762.968750 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -520763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -520762.968750 Penalty: 4002.238281
	Iteration 24F: 3 clusters Score -520763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -119227.929688 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -119227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117300.640625 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -117300.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117586.414062 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -117586.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117651.375000 Penalty: 3419.253418
	Iteration 2Q: 3 clusters Score -117651.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117691.273438 Penalty: 3419.253418
	Iteration 3Q: 3 clusters Score -117691.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117713.492188 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -117713.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117735.601562 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -117735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117752.046875 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -117752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117759.828125 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -117759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117764.148438 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -117764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117766.265625 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -117766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117766.898438 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -117766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117766.898438 Penalty: 3419.253418
	Iteration 11F: 3 clusters Score -117766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Entering Unmasked Estep 
Score: -714801.625000 Penalty: 2155.696045
	Iteration 0F: 2 clusters Score -714801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -709600.625000 Penalty: 4311.392090
	Iteration 0F: 3 clusters Score -709600.6 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -710919.500000 Penalty: 4311.392090
	Iteration 1F: 3 clusters Score -710919.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -711180.500000 Penalty: 4311.392090
	Iteration 2F: 3 clusters Score -711180.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -711424.562500 Penalty: 4311.392090
	Iteration 3F: 3 clusters Score -711424.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -711661.437500 Penalty: 4311.392090
	Iteration 4F: 3 clusters Score -711661.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -712011.375000 Penalty: 4311.392090
	Iteration 5F: 3 clusters Score -712011.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -712599.312500 Penalty: 4311.392090
	Iteration 6F: 3 clusters Score -712599.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -713449.625000 Penalty: 4311.392090
	Iteration 7F: 3 clusters Score -713449.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -714459.312500 Penalty: 4311.392090
	Iteration 8F: 3 clusters Score -714459.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -715118.062500 Penalty: 4311.392090
	Iteration 9F: 3 clusters Score -715118.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -715408.250000 Penalty: 4311.392090
	Iteration 10Q: 3 clusters Score -715408.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -715549.937500 Penalty: 4311.392090
	Iteration 11Q: 3 clusters Score -715549.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -715654.562500 Penalty: 4311.392090
	Iteration 12Q: 3 clusters Score -715654.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -715733.125000 Penalty: 4311.392090
	Iteration 13Q: 3 clusters Score -715733.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -715765.062500 Penalty: 4311.392090
	Iteration 14Q: 3 clusters Score -715765.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -715784.062500 Penalty: 4311.392090
	Iteration 15Q: 3 clusters Score -715784.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -715798.562500 Penalty: 4311.392090
	Iteration 16Q: 3 clusters Score -715798.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -715811.312500 Penalty: 4311.392090
	Iteration 17Q: 3 clusters Score -715811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -715818.187500 Penalty: 4311.392090
	Iteration 18Q: 3 clusters Score -715818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -715824.375000 Penalty: 4311.392090
	Iteration 19Q: 3 clusters Score -715824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -715834.062500 Penalty: 4311.392090
	Iteration 20F: 3 clusters Score -715834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -715840.000000 Penalty: 4311.392090
	Iteration 21Q: 3 clusters Score -715840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -715845.562500 Penalty: 4311.392090
	Iteration 22Q: 3 clusters Score -715845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -715848.812500 Penalty: 4311.392090
	Iteration 23Q: 3 clusters Score -715848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -715851.375000 Penalty: 4311.392090
	Iteration 24Q: 3 clusters Score -715851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -715852.312500 Penalty: 4311.392090
	Iteration 25Q: 3 clusters Score -715852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -715853.812500 Penalty: 4311.392090
	Iteration 26Q: 3 clusters Score -715853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -715853.687500 Penalty: 4311.392090
	Iteration 27Q: 3 clusters Score -715853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -715853.687500 Penalty: 4311.392090
	Iteration 28F: 3 clusters Score -715853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Entering Unmasked Estep 
Score: -134474656.000000 Penalty: 220981.687500
Splitting cluster 36 changes total score from -134467936.000000 to -134474656.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 37 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -1234861.250000 Penalty: 2310.224365
	Iteration 0F: 2 clusters Score -1234861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1226551.625000 Penalty: 4620.448730
	Iteration 0F: 3 clusters Score -1226552 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1229052.750000 Penalty: 4620.448730
	Iteration 1F: 3 clusters Score -1229053 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1229507.125000 Penalty: 4620.448730
	Iteration 2F: 3 clusters Score -1229507 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1229937.750000 Penalty: 4620.448730
	Iteration 3F: 3 clusters Score -1229938 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1230365.375000 Penalty: 4620.448730
	Iteration 4F: 3 clusters Score -1230365 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1230810.750000 Penalty: 4620.448730
	Iteration 5F: 3 clusters Score -1230811 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1231266.250000 Penalty: 4620.448730
	Iteration 6F: 3 clusters Score -1231266 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1231685.750000 Penalty: 4620.448730
	Iteration 7F: 3 clusters Score -1231686 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1232093.125000 Penalty: 4620.448730
	Iteration 8Q: 3 clusters Score -1232093 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1232430.000000 Penalty: 4620.448730
	Iteration 9Q: 3 clusters Score -1232430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1232653.500000 Penalty: 4620.448730
	Iteration 10Q: 3 clusters Score -1232654 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1232836.750000 Penalty: 4620.448730
	Iteration 11Q: 3 clusters Score -1232837 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1232981.750000 Penalty: 4620.448730
	Iteration 12Q: 3 clusters Score -1232982 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1233133.875000 Penalty: 4620.448730
	Iteration 13Q: 3 clusters Score -1233134 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1233251.125000 Penalty: 4620.448730
	Iteration 14Q: 3 clusters Score -1233251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1233320.500000 Penalty: 4620.448730
	Iteration 15Q: 3 clusters Score -1233320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1233373.000000 Penalty: 4620.448730
	Iteration 16Q: 3 clusters Score -1233373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1233410.750000 Penalty: 4620.448730
	Iteration 17Q: 3 clusters Score -1233411 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1233455.250000 Penalty: 4620.448730
	Iteration 18Q: 3 clusters Score -1233455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1233492.750000 Penalty: 4620.448730
	Iteration 19Q: 3 clusters Score -1233493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1233515.375000 Penalty: 4620.448730
	Iteration 20F: 3 clusters Score -1233515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1233537.375000 Penalty: 4620.448730
	Iteration 21Q: 3 clusters Score -1233537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1233561.000000 Penalty: 4620.448730
	Iteration 22Q: 3 clusters Score -1233561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1233579.500000 Penalty: 4620.448730
	Iteration 23Q: 3 clusters Score -1233580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1233602.250000 Penalty: 4620.448730
	Iteration 24Q: 3 clusters Score -1233602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1233621.875000 Penalty: 4620.448730
	Iteration 25Q: 3 clusters Score -1233622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1233636.625000 Penalty: 4620.448730
	Iteration 26Q: 3 clusters Score -1233637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1233646.875000 Penalty: 4620.448730
	Iteration 27Q: 3 clusters Score -1233647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1233658.000000 Penalty: 4620.448730
	Iteration 28Q: 3 clusters Score -1233658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1233669.125000 Penalty: 4620.448730
	Iteration 29Q: 3 clusters Score -1233669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1233676.625000 Penalty: 4620.448730
	Iteration 30Q: 3 clusters Score -1233677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1233682.750000 Penalty: 4620.448730
	Iteration 31Q: 3 clusters Score -1233683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1233685.625000 Penalty: 4620.448730
	Iteration 32Q: 3 clusters Score -1233686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1233688.000000 Penalty: 4620.448730
	Iteration 33Q: 3 clusters Score -1233688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1233691.125000 Penalty: 4620.448730
	Iteration 34Q: 3 clusters Score -1233691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1233696.250000 Penalty: 4620.448730
	Iteration 35Q: 3 clusters Score -1233696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1233697.625000 Penalty: 4620.448730
	Iteration 36Q: 3 clusters Score -1233698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1233697.250000 Penalty: 4620.448730
	Iteration 37Q: 3 clusters Score -1233697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1233699.875000 Penalty: 4620.448730
	Iteration 38Q: 3 clusters Score -1233700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1233702.625000 Penalty: 4620.448730
	Iteration 39Q: 3 clusters Score -1233703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1233700.000000 Penalty: 4620.448730
	Iteration 40F: 3 clusters Score -1233700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1233703.250000 Penalty: 4620.448730
	Iteration 41Q: 3 clusters Score -1233703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1233704.750000 Penalty: 4620.448730
	Iteration 42Q: 3 clusters Score -1233705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1233706.375000 Penalty: 4620.448730
	Iteration 43Q: 3 clusters Score -1233706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1233706.500000 Penalty: 4620.448730
	Iteration 44Q: 3 clusters Score -1233706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1233706.125000 Penalty: 4620.448730
	Iteration 45Q: 3 clusters Score -1233706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1233706.500000 Penalty: 4620.448730
	Iteration 46Q: 3 clusters Score -1233706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1233708.375000 Penalty: 4620.448730
	Iteration 47Q: 3 clusters Score -1233708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1233710.125000 Penalty: 4620.448730
	Iteration 48Q: 3 clusters Score -1233710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1233710.125000 Penalty: 4620.448730
	Iteration 49Q: 3 clusters Score -1233710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1233712.125000 Penalty: 4620.448730
	Iteration 50Q: 3 clusters Score -1233712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1233711.625000 Penalty: 4620.448730
	Iteration 51Q: 3 clusters Score -1233712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1233711.250000 Penalty: 4620.448730
	Iteration 52Q: 3 clusters Score -1233711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1233711.500000 Penalty: 4620.448730
	Iteration 53Q: 3 clusters Score -1233712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1233711.500000 Penalty: 4620.448730
	Iteration 54F: 3 clusters Score -1233712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (49045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Entering Unmasked Estep 
Score: -5696828.000000 Penalty: 2678.522217
	Iteration 0F: 2 clusters Score -5696828 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 24674 members 
Entering Unmasked Estep 
Score: -5663636.000000 Penalty: 5357.044434
	Iteration 0F: 3 clusters Score -5663636 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5676552.500000 Penalty: 5357.044434
	Iteration 1F: 3 clusters Score -5676552 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5677339.500000 Penalty: 5357.044434
	Iteration 2Q: 3 clusters Score -5677340 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5678155.500000 Penalty: 5357.044434
	Iteration 3Q: 3 clusters Score -5678156 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5679180.000000 Penalty: 5357.044434
	Iteration 4Q: 3 clusters Score -5679180 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5680527.000000 Penalty: 5357.044434
	Iteration 5F: 3 clusters Score -5680527 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -5682393.000000 Penalty: 5357.044434
	Iteration 6F: 3 clusters Score -5682393 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5684666.500000 Penalty: 5357.044434
	Iteration 7F: 3 clusters Score -5684666 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5687207.000000 Penalty: 5357.044434
	Iteration 8F: 3 clusters Score -5687207 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5689418.000000 Penalty: 5357.044434
	Iteration 9F: 3 clusters Score -5689418 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5691121.500000 Penalty: 5357.044434
	Iteration 10Q: 3 clusters Score -5691122 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5692265.000000 Penalty: 5357.044434
	Iteration 11Q: 3 clusters Score -5692265 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5692956.000000 Penalty: 5357.044434
	Iteration 12Q: 3 clusters Score -5692956 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -5693470.000000 Penalty: 5357.044434
	Iteration 13Q: 3 clusters Score -5693470 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5693782.500000 Penalty: 5357.044434
	Iteration 14Q: 3 clusters Score -5693782 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5693996.000000 Penalty: 5357.044434
	Iteration 15Q: 3 clusters Score -5693996 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -5694137.500000 Penalty: 5357.044434
	Iteration 16Q: 3 clusters Score -5694138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -5694272.500000 Penalty: 5357.044434
	Iteration 17Q: 3 clusters Score -5694272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -5694380.500000 Penalty: 5357.044434
	Iteration 18Q: 3 clusters Score -5694380 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -5694453.500000 Penalty: 5357.044434
	Iteration 19Q: 3 clusters Score -5694454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -5694529.000000 Penalty: 5357.044434
	Iteration 20F: 3 clusters Score -5694529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -5694566.500000 Penalty: 5357.044434
	Iteration 21Q: 3 clusters Score -5694566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -5694580.500000 Penalty: 5357.044434
	Iteration 22Q: 3 clusters Score -5694580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5694611.500000 Penalty: 5357.044434
	Iteration 23Q: 3 clusters Score -5694612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5694634.500000 Penalty: 5357.044434
	Iteration 24Q: 3 clusters Score -5694634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -5694655.000000 Penalty: 5357.044434
	Iteration 25Q: 3 clusters Score -5694655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -5694672.500000 Penalty: 5357.044434
	Iteration 26Q: 3 clusters Score -5694672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -5694675.500000 Penalty: 5357.044434
	Iteration 27Q: 3 clusters Score -5694676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -5694693.000000 Penalty: 5357.044434
	Iteration 28Q: 3 clusters Score -5694693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -5694699.500000 Penalty: 5357.044434
	Iteration 29Q: 3 clusters Score -5694700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -5694710.500000 Penalty: 5357.044434
	Iteration 30Q: 3 clusters Score -5694710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5694707.500000 Penalty: 5357.044434
	Iteration 31Q: 3 clusters Score -5694708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -5694718.500000 Penalty: 5357.044434
	Iteration 32Q: 3 clusters Score -5694718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -5694730.000000 Penalty: 5357.044434
	Iteration 33Q: 3 clusters Score -5694730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -5694732.500000 Penalty: 5357.044434
	Iteration 34Q: 3 clusters Score -5694732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -5694744.500000 Penalty: 5357.044434
	Iteration 35Q: 3 clusters Score -5694744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -5694751.000000 Penalty: 5357.044434
	Iteration 36Q: 3 clusters Score -5694751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5694758.000000 Penalty: 5357.044434
	Iteration 37Q: 3 clusters Score -5694758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5694768.000000 Penalty: 5357.044434
	Iteration 38Q: 3 clusters Score -5694768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5694787.500000 Penalty: 5357.044434
	Iteration 39Q: 3 clusters Score -5694788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -5694789.000000 Penalty: 5357.044434
	Iteration 40F: 3 clusters Score -5694789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5694805.000000 Penalty: 5357.044434
	Iteration 41Q: 3 clusters Score -5694805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -5694823.500000 Penalty: 5357.044434
	Iteration 42Q: 3 clusters Score -5694824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -5694828.000000 Penalty: 5357.044434
	Iteration 43Q: 3 clusters Score -5694828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5694834.500000 Penalty: 5357.044434
	Iteration 44Q: 3 clusters Score -5694834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5694834.000000 Penalty: 5357.044434
	Iteration 45Q: 3 clusters Score -5694834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5694835.000000 Penalty: 5357.044434
	Iteration 46Q: 3 clusters Score -5694835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -5694841.000000 Penalty: 5357.044434
	Iteration 47Q: 3 clusters Score -5694841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -5694842.500000 Penalty: 5357.044434
	Iteration 48Q: 3 clusters Score -5694842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -5694842.500000 Penalty: 5357.044434
	Iteration 49F: 3 clusters Score -5694842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -642671.187500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -642671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -638031.312500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -638031.3 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -639329.375000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -639329.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -639724.812500 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -639724.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -640068.250000 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -640068.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -640392.812500 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -640392.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -640695.000000 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -640695 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -640909.125000 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -640909.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -641055.375000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -641055.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -641130.187500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -641130.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -641166.312500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -641166.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -641190.437500 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -641190.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -641206.000000 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -641206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -641217.562500 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -641217.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -641222.812500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -641222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -641227.625000 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -641227.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -641230.000000 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -641230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -641234.000000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -641234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -641235.750000 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -641235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -641236.375000 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -641236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -641237.812500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -641237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -641239.125000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -641239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -641239.187500 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -641239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -641239.125000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -641239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -641238.875000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -641238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -641238.875000 Penalty: 4251.553711
	Iteration 24F: 3 clusters Score -641238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Entering Unmasked Estep 
Score: -1153432.625000 Penalty: 2270.999512
	Iteration 0F: 2 clusters Score -1153433 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 4769 members 
Entering Unmasked Estep 
Score: -1146080.625000 Penalty: 4541.999023
	Iteration 0F: 3 clusters Score -1146081 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1148282.875000 Penalty: 4541.999023
	Iteration 1F: 3 clusters Score -1148283 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1148617.000000 Penalty: 4541.999023
	Iteration 2F: 3 clusters Score -1148617 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1148877.750000 Penalty: 4541.999023
	Iteration 3F: 3 clusters Score -1148878 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1149102.500000 Penalty: 4541.999023
	Iteration 4Q: 3 clusters Score -1149102 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1149310.625000 Penalty: 4541.999023
	Iteration 5Q: 3 clusters Score -1149311 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1149514.250000 Penalty: 4541.999023
	Iteration 6Q: 3 clusters Score -1149514 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1149760.000000 Penalty: 4541.999023
	Iteration 7Q: 3 clusters Score -1149760 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1150047.750000 Penalty: 4541.999023
	Iteration 8Q: 3 clusters Score -1150048 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1150345.250000 Penalty: 4541.999023
	Iteration 9Q: 3 clusters Score -1150345 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1150613.750000 Penalty: 4541.999023
	Iteration 10Q: 3 clusters Score -1150614 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1150875.750000 Penalty: 4541.999023
	Iteration 11Q: 3 clusters Score -1150876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1151150.250000 Penalty: 4541.999023
	Iteration 12Q: 3 clusters Score -1151150 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1151355.875000 Penalty: 4541.999023
	Iteration 13Q: 3 clusters Score -1151356 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1151511.500000 Penalty: 4541.999023
	Iteration 14Q: 3 clusters Score -1151512 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1151612.750000 Penalty: 4541.999023
	Iteration 15Q: 3 clusters Score -1151613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1151687.250000 Penalty: 4541.999023
	Iteration 16Q: 3 clusters Score -1151687 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1151750.250000 Penalty: 4541.999023
	Iteration 17Q: 3 clusters Score -1151750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1151798.750000 Penalty: 4541.999023
	Iteration 18Q: 3 clusters Score -1151799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1151841.000000 Penalty: 4541.999023
	Iteration 19Q: 3 clusters Score -1151841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1151866.750000 Penalty: 4541.999023
	Iteration 20F: 3 clusters Score -1151867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1151881.500000 Penalty: 4541.999023
	Iteration 21Q: 3 clusters Score -1151882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1151898.625000 Penalty: 4541.999023
	Iteration 22Q: 3 clusters Score -1151899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1151909.000000 Penalty: 4541.999023
	Iteration 23Q: 3 clusters Score -1151909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1151922.250000 Penalty: 4541.999023
	Iteration 24Q: 3 clusters Score -1151922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1151932.250000 Penalty: 4541.999023
	Iteration 25Q: 3 clusters Score -1151932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1151942.000000 Penalty: 4541.999023
	Iteration 26Q: 3 clusters Score -1151942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1151942.750000 Penalty: 4541.999023
	Iteration 27Q: 3 clusters Score -1151943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1151947.875000 Penalty: 4541.999023
	Iteration 28Q: 3 clusters Score -1151948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1151952.000000 Penalty: 4541.999023
	Iteration 29Q: 3 clusters Score -1151952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1151957.250000 Penalty: 4541.999023
	Iteration 30Q: 3 clusters Score -1151957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1151962.125000 Penalty: 4541.999023
	Iteration 31Q: 3 clusters Score -1151962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1151967.625000 Penalty: 4541.999023
	Iteration 32Q: 3 clusters Score -1151968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1151971.375000 Penalty: 4541.999023
	Iteration 33Q: 3 clusters Score -1151971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1151975.750000 Penalty: 4541.999023
	Iteration 34Q: 3 clusters Score -1151976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1151979.500000 Penalty: 4541.999023
	Iteration 35Q: 3 clusters Score -1151980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1151981.250000 Penalty: 4541.999023
	Iteration 36Q: 3 clusters Score -1151981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1151989.750000 Penalty: 4541.999023
	Iteration 37Q: 3 clusters Score -1151990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1152003.125000 Penalty: 4541.999023
	Iteration 38Q: 3 clusters Score -1152003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1152015.375000 Penalty: 4541.999023
	Iteration 39Q: 3 clusters Score -1152015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1152028.375000 Penalty: 4541.999023
	Iteration 40F: 3 clusters Score -1152028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1152044.250000 Penalty: 4541.999023
	Iteration 41Q: 3 clusters Score -1152044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1152057.750000 Penalty: 4541.999023
	Iteration 42Q: 3 clusters Score -1152058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1152079.000000 Penalty: 4541.999023
	Iteration 43Q: 3 clusters Score -1152079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1152089.125000 Penalty: 4541.999023
	Iteration 44Q: 3 clusters Score -1152089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1152103.250000 Penalty: 4541.999023
	Iteration 45Q: 3 clusters Score -1152103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1152111.750000 Penalty: 4541.999023
	Iteration 46Q: 3 clusters Score -1152112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1152121.500000 Penalty: 4541.999023
	Iteration 47Q: 3 clusters Score -1152122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1152122.125000 Penalty: 4541.999023
	Iteration 48Q: 3 clusters Score -1152122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1152128.375000 Penalty: 4541.999023
	Iteration 49Q: 3 clusters Score -1152128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1152133.375000 Penalty: 4541.999023
	Iteration 50Q: 3 clusters Score -1152133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1152135.500000 Penalty: 4541.999023
	Iteration 51Q: 3 clusters Score -1152136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1152137.875000 Penalty: 4541.999023
	Iteration 52Q: 3 clusters Score -1152138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1152138.875000 Penalty: 4541.999023
	Iteration 53Q: 3 clusters Score -1152139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1152137.500000 Penalty: 4541.999023
	Iteration 54Q: 3 clusters Score -1152138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1152139.000000 Penalty: 4541.999023
	Iteration 55Q: 3 clusters Score -1152139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1152140.750000 Penalty: 4541.999023
	Iteration 56Q: 3 clusters Score -1152141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1152140.250000 Penalty: 4541.999023
	Iteration 57Q: 3 clusters Score -1152140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1152139.250000 Penalty: 4541.999023
	Iteration 58Q: 3 clusters Score -1152139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1152139.250000 Penalty: 4541.999023
	Iteration 59Q: 3 clusters Score -1152139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1152141.125000 Penalty: 4541.999023
	Iteration 60F: 3 clusters Score -1152141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1152144.625000 Penalty: 4541.999023
	Iteration 61Q: 3 clusters Score -1152145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1152143.875000 Penalty: 4541.999023
	Iteration 62Q: 3 clusters Score -1152144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1152146.875000 Penalty: 4541.999023
	Iteration 63Q: 3 clusters Score -1152147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1152148.000000 Penalty: 4541.999023
	Iteration 64Q: 3 clusters Score -1152148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1152149.875000 Penalty: 4541.999023
	Iteration 65Q: 3 clusters Score -1152150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1152146.250000 Penalty: 4541.999023
	Iteration 66Q: 3 clusters Score -1152146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1152147.875000 Penalty: 4541.999023
	Iteration 67Q: 3 clusters Score -1152148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1152150.000000 Penalty: 4541.999023
	Iteration 68Q: 3 clusters Score -1152150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1152152.000000 Penalty: 4541.999023
	Iteration 69Q: 3 clusters Score -1152152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1152152.750000 Penalty: 4541.999023
	Iteration 70Q: 3 clusters Score -1152153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1152154.125000 Penalty: 4541.999023
	Iteration 71Q: 3 clusters Score -1152154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1152151.750000 Penalty: 4541.999023
	Iteration 72Q: 3 clusters Score -1152152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1152153.250000 Penalty: 4541.999023
	Iteration 73Q: 3 clusters Score -1152153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1152152.625000 Penalty: 4541.999023
	Iteration 74Q: 3 clusters Score -1152153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1152153.750000 Penalty: 4541.999023
	Iteration 75Q: 3 clusters Score -1152154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1152153.750000 Penalty: 4541.999023
	Iteration 76F: 3 clusters Score -1152154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -538999.250000 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -538999.2 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 2585 members 
Entering Unmasked Estep 
Score: -534482.687500 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -534482.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -535789.812500 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -535789.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -536262.312500 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -536262.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -536582.375000 Penalty: 4230.738281
	Iteration 3F: 3 clusters Score -536582.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -536829.812500 Penalty: 4230.738281
	Iteration 4F: 3 clusters Score -536829.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -537010.625000 Penalty: 4230.738281
	Iteration 5Q: 3 clusters Score -537010.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -537156.125000 Penalty: 4230.738281
	Iteration 6Q: 3 clusters Score -537156.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -537257.625000 Penalty: 4230.738281
	Iteration 7Q: 3 clusters Score -537257.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -537331.250000 Penalty: 4230.738281
	Iteration 8Q: 3 clusters Score -537331.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -537388.750000 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -537388.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -537432.062500 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -537432.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -537475.812500 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -537475.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -537513.875000 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -537513.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -537552.375000 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -537552.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -537571.375000 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -537571.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -537592.562500 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -537592.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -537615.437500 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -537615.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -537634.437500 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -537634.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -537653.875000 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -537653.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -537672.125000 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -537672.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -537689.937500 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -537689.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -537703.875000 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -537703.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -537725.375000 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -537725.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -537757.125000 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -537757.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -537788.500000 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -537788.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -537816.187500 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -537816.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -537843.500000 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -537843.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -537861.875000 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -537861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -537875.000000 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -537875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -537881.750000 Penalty: 4230.738281
	Iteration 29Q: 3 clusters Score -537881.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -537887.562500 Penalty: 4230.738281
	Iteration 30Q: 3 clusters Score -537887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -537893.875000 Penalty: 4230.738281
	Iteration 31Q: 3 clusters Score -537893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -537898.687500 Penalty: 4230.738281
	Iteration 32Q: 3 clusters Score -537898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -537903.937500 Penalty: 4230.738281
	Iteration 33Q: 3 clusters Score -537903.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -537908.312500 Penalty: 4230.738281
	Iteration 34Q: 3 clusters Score -537908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -537912.187500 Penalty: 4230.738281
	Iteration 35Q: 3 clusters Score -537912.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -537916.750000 Penalty: 4230.738281
	Iteration 36Q: 3 clusters Score -537916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -537920.500000 Penalty: 4230.738281
	Iteration 37Q: 3 clusters Score -537920.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -537923.625000 Penalty: 4230.738281
	Iteration 38Q: 3 clusters Score -537923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -537926.625000 Penalty: 4230.738281
	Iteration 39Q: 3 clusters Score -537926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -537928.500000 Penalty: 4230.738281
	Iteration 40F: 3 clusters Score -537928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -537930.687500 Penalty: 4230.738281
	Iteration 41Q: 3 clusters Score -537930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -537933.937500 Penalty: 4230.738281
	Iteration 42Q: 3 clusters Score -537933.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -537935.687500 Penalty: 4230.738281
	Iteration 43Q: 3 clusters Score -537935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -537937.750000 Penalty: 4230.738281
	Iteration 44Q: 3 clusters Score -537937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -537940.812500 Penalty: 4230.738281
	Iteration 45Q: 3 clusters Score -537940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -537944.000000 Penalty: 4230.738281
	Iteration 46Q: 3 clusters Score -537944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -537945.812500 Penalty: 4230.738281
	Iteration 47Q: 3 clusters Score -537945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -537946.750000 Penalty: 4230.738281
	Iteration 48Q: 3 clusters Score -537946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -537947.750000 Penalty: 4230.738281
	Iteration 49Q: 3 clusters Score -537947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -537947.625000 Penalty: 4230.738281
	Iteration 50Q: 3 clusters Score -537947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -537947.625000 Penalty: 4230.738281
	Iteration 51F: 3 clusters Score -537947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -62979.046875 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -62979.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61591.605469 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -61591.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61894.593750 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -61894.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62010.078125 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -62010.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62065.902344 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -62065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62102.507812 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -62102.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62155.464844 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -62155.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62201.339844 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -62201.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62282.207031 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -62282.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62361.281250 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -62361.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62414.609375 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -62414.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62458.699219 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -62458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62488.851562 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -62488.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62588.410156 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -62588.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62640.441406 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -62640.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62682.171875 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -62682.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62733.285156 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -62733.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62783.292969 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -62783.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62783.714844 Penalty: 2991.219971
	Iteration 17F: 3 clusters Score -62783.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62784.824219 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -62784.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62790.957031 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -62790.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62790.957031 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -62790.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -3081606.750000 Penalty: 2514.000000
	Iteration 0F: 2 clusters Score -3081607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3063981.000000 Penalty: 5028.000000
	Iteration 0F: 3 clusters Score -3063981 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3070557.250000 Penalty: 5028.000000
	Iteration 1F: 3 clusters Score -3070557 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3071877.500000 Penalty: 5028.000000
	Iteration 2F: 3 clusters Score -3071878 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3073805.000000 Penalty: 5028.000000
	Iteration 3F: 3 clusters Score -3073805 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3076021.500000 Penalty: 5028.000000
	Iteration 4F: 3 clusters Score -3076022 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3077915.500000 Penalty: 5028.000000
	Iteration 5F: 3 clusters Score -3077916 nChanged 1659
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: -3079281.750000 Penalty: 5028.000000
	Iteration 6F: 3 clusters Score -3079282 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3080184.000000 Penalty: 5028.000000
	Iteration 7Q: 3 clusters Score -3080184 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3080964.750000 Penalty: 5028.000000
	Iteration 8Q: 3 clusters Score -3080965 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3081864.500000 Penalty: 5028.000000
	Iteration 9Q: 3 clusters Score -3081864 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3082868.250000 Penalty: 5028.000000
	Iteration 10Q: 3 clusters Score -3082868 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3083740.000000 Penalty: 5028.000000
	Iteration 11Q: 3 clusters Score -3083740 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3084169.000000 Penalty: 5028.000000
	Iteration 12Q: 3 clusters Score -3084169 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3084275.000000 Penalty: 5028.000000
	Iteration 13Q: 3 clusters Score -3084275 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3084317.000000 Penalty: 5028.000000
	Iteration 14Q: 3 clusters Score -3084317 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3084347.250000 Penalty: 5028.000000
	Iteration 15Q: 3 clusters Score -3084347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3084366.250000 Penalty: 5028.000000
	Iteration 16Q: 3 clusters Score -3084366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3084377.250000 Penalty: 5028.000000
	Iteration 17Q: 3 clusters Score -3084377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3084372.250000 Penalty: 5028.000000
	Iteration 18Q: 3 clusters Score -3084372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3084378.750000 Penalty: 5028.000000
	Iteration 19Q: 3 clusters Score -3084379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3084384.750000 Penalty: 5028.000000
	Iteration 20F: 3 clusters Score -3084385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3084398.000000 Penalty: 5028.000000
	Iteration 21Q: 3 clusters Score -3084398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3084395.500000 Penalty: 5028.000000
	Iteration 22Q: 3 clusters Score -3084396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3084409.000000 Penalty: 5028.000000
	Iteration 23Q: 3 clusters Score -3084409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3084416.000000 Penalty: 5028.000000
	Iteration 24Q: 3 clusters Score -3084416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3084424.250000 Penalty: 5028.000000
	Iteration 25Q: 3 clusters Score -3084424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3084440.750000 Penalty: 5028.000000
	Iteration 26Q: 3 clusters Score -3084441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3084441.250000 Penalty: 5028.000000
	Iteration 27Q: 3 clusters Score -3084441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3084456.000000 Penalty: 5028.000000
	Iteration 28Q: 3 clusters Score -3084456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3084464.500000 Penalty: 5028.000000
	Iteration 29Q: 3 clusters Score -3084464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3084467.250000 Penalty: 5028.000000
	Iteration 30Q: 3 clusters Score -3084467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3084478.000000 Penalty: 5028.000000
	Iteration 31Q: 3 clusters Score -3084478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3084477.250000 Penalty: 5028.000000
	Iteration 32Q: 3 clusters Score -3084477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3084480.250000 Penalty: 5028.000000
	Iteration 33Q: 3 clusters Score -3084480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3084489.750000 Penalty: 5028.000000
	Iteration 34Q: 3 clusters Score -3084490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3084493.500000 Penalty: 5028.000000
	Iteration 35Q: 3 clusters Score -3084494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3084499.000000 Penalty: 5028.000000
	Iteration 36Q: 3 clusters Score -3084499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3084495.750000 Penalty: 5028.000000
	Iteration 37Q: 3 clusters Score -3084496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3084497.500000 Penalty: 5028.000000
	Iteration 38Q: 3 clusters Score -3084498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3084498.500000 Penalty: 5028.000000
	Iteration 39Q: 3 clusters Score -3084498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3084504.250000 Penalty: 5028.000000
	Iteration 40F: 3 clusters Score -3084504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3084513.250000 Penalty: 5028.000000
	Iteration 41Q: 3 clusters Score -3084513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3084509.000000 Penalty: 5028.000000
	Iteration 42Q: 3 clusters Score -3084509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3084516.000000 Penalty: 5028.000000
	Iteration 43Q: 3 clusters Score -3084516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3084512.500000 Penalty: 5028.000000
	Iteration 44Q: 3 clusters Score -3084512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3084524.500000 Penalty: 5028.000000
	Iteration 45Q: 3 clusters Score -3084524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3084526.250000 Penalty: 5028.000000
	Iteration 46Q: 3 clusters Score -3084526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3084530.000000 Penalty: 5028.000000
	Iteration 47Q: 3 clusters Score -3084530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3084532.250000 Penalty: 5028.000000
	Iteration 48Q: 3 clusters Score -3084532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3084534.500000 Penalty: 5028.000000
	Iteration 49Q: 3 clusters Score -3084534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3084529.750000 Penalty: 5028.000000
	Iteration 50Q: 3 clusters Score -3084530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3084544.250000 Penalty: 5028.000000
	Iteration 51Q: 3 clusters Score -3084544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3084541.500000 Penalty: 5028.000000
	Iteration 52Q: 3 clusters Score -3084542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3084550.500000 Penalty: 5028.000000
	Iteration 53Q: 3 clusters Score -3084550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3084560.750000 Penalty: 5028.000000
	Iteration 54Q: 3 clusters Score -3084561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3084570.250000 Penalty: 5028.000000
	Iteration 55Q: 3 clusters Score -3084570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3084565.750000 Penalty: 5028.000000
	Iteration 56Q: 3 clusters Score -3084566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3084564.500000 Penalty: 5028.000000
	Iteration 57Q: 3 clusters Score -3084564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3084575.500000 Penalty: 5028.000000
	Iteration 58Q: 3 clusters Score -3084576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3084592.250000 Penalty: 5028.000000
	Iteration 59Q: 3 clusters Score -3084592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3084593.000000 Penalty: 5028.000000
	Iteration 60F: 3 clusters Score -3084593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3084599.000000 Penalty: 5028.000000
	Iteration 61Q: 3 clusters Score -3084599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3084607.250000 Penalty: 5028.000000
	Iteration 62Q: 3 clusters Score -3084607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3084612.750000 Penalty: 5028.000000
	Iteration 63Q: 3 clusters Score -3084613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3084623.000000 Penalty: 5028.000000
	Iteration 64Q: 3 clusters Score -3084623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3084636.750000 Penalty: 5028.000000
	Iteration 65Q: 3 clusters Score -3084637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3084633.750000 Penalty: 5028.000000
	Iteration 66Q: 3 clusters Score -3084634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3084648.250000 Penalty: 5028.000000
	Iteration 67Q: 3 clusters Score -3084648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3084649.500000 Penalty: 5028.000000
	Iteration 68Q: 3 clusters Score -3084650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3084664.750000 Penalty: 5028.000000
	Iteration 69Q: 3 clusters Score -3084665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3084667.500000 Penalty: 5028.000000
	Iteration 70Q: 3 clusters Score -3084668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3084677.000000 Penalty: 5028.000000
	Iteration 71Q: 3 clusters Score -3084677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3084684.750000 Penalty: 5028.000000
	Iteration 72Q: 3 clusters Score -3084685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3084691.000000 Penalty: 5028.000000
	Iteration 73Q: 3 clusters Score -3084691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3084697.500000 Penalty: 5028.000000
	Iteration 74Q: 3 clusters Score -3084698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3084708.000000 Penalty: 5028.000000
	Iteration 75Q: 3 clusters Score -3084708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3084720.750000 Penalty: 5028.000000
	Iteration 76Q: 3 clusters Score -3084721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3084730.000000 Penalty: 5028.000000
	Iteration 77Q: 3 clusters Score -3084730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3084732.250000 Penalty: 5028.000000
	Iteration 78Q: 3 clusters Score -3084732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3084754.750000 Penalty: 5028.000000
	Iteration 79Q: 3 clusters Score -3084755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3084746.000000 Penalty: 5028.000000
	Iteration 80F: 3 clusters Score -3084746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3084761.000000 Penalty: 5028.000000
	Iteration 81Q: 3 clusters Score -3084761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3084776.500000 Penalty: 5028.000000
	Iteration 82Q: 3 clusters Score -3084776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3084775.750000 Penalty: 5028.000000
	Iteration 83Q: 3 clusters Score -3084776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3084789.250000 Penalty: 5028.000000
	Iteration 84Q: 3 clusters Score -3084789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3084790.250000 Penalty: 5028.000000
	Iteration 85Q: 3 clusters Score -3084790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3084798.500000 Penalty: 5028.000000
	Iteration 86Q: 3 clusters Score -3084798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3084818.250000 Penalty: 5028.000000
	Iteration 87Q: 3 clusters Score -3084818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3084821.000000 Penalty: 5028.000000
	Iteration 88Q: 3 clusters Score -3084821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3084832.000000 Penalty: 5028.000000
	Iteration 89Q: 3 clusters Score -3084832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3084839.000000 Penalty: 5028.000000
	Iteration 90Q: 3 clusters Score -3084839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3084839.250000 Penalty: 5028.000000
	Iteration 91Q: 3 clusters Score -3084839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3084846.750000 Penalty: 5028.000000
	Iteration 92Q: 3 clusters Score -3084847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3084848.750000 Penalty: 5028.000000
	Iteration 93Q: 3 clusters Score -3084849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3084860.500000 Penalty: 5028.000000
	Iteration 94Q: 3 clusters Score -3084860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3084861.750000 Penalty: 5028.000000
	Iteration 95Q: 3 clusters Score -3084862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3084862.250000 Penalty: 5028.000000
	Iteration 96Q: 3 clusters Score -3084862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3084862.000000 Penalty: 5028.000000
	Iteration 97Q: 3 clusters Score -3084862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3084870.000000 Penalty: 5028.000000
	Iteration 98Q: 3 clusters Score -3084870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3084875.000000 Penalty: 5028.000000
	Iteration 99Q: 3 clusters Score -3084875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3084872.000000 Penalty: 5028.000000
	Iteration 100F: 3 clusters Score -3084872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3084866.250000 Penalty: 5028.000000
	Iteration 101Q: 3 clusters Score -3084866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3084863.250000 Penalty: 5028.000000
	Iteration 102Q: 3 clusters Score -3084863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3084867.500000 Penalty: 5028.000000
	Iteration 103Q: 3 clusters Score -3084868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3084869.250000 Penalty: 5028.000000
	Iteration 104Q: 3 clusters Score -3084869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3084865.750000 Penalty: 5028.000000
	Iteration 105Q: 3 clusters Score -3084866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3084868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3084873.000000 Penalty: 5028.000000
	Iteration 107Q: 3 clusters Score -3084873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3084869.750000 Penalty: 5028.000000
	Iteration 108Q: 3 clusters Score -3084870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3084869.500000 Penalty: 5028.000000
	Iteration 109Q: 3 clusters Score -3084870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3084869.750000 Penalty: 5028.000000
	Iteration 110Q: 3 clusters Score -3084870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3084871.500000 Penalty: 5028.000000
	Iteration 111Q: 3 clusters Score -3084872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3084881.750000 Penalty: 5028.000000
	Iteration 112Q: 3 clusters Score -3084882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3084881.750000 Penalty: 5028.000000
	Iteration 113Q: 3 clusters Score -3084882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3084889.000000 Penalty: 5028.000000
	Iteration 114Q: 3 clusters Score -3084889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3084884.500000 Penalty: 5028.000000
	Iteration 115Q: 3 clusters Score -3084884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3084882.750000 Penalty: 5028.000000
	Iteration 116Q: 3 clusters Score -3084883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3084885.500000 Penalty: 5028.000000
	Iteration 117Q: 3 clusters Score -3084886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3084887.250000 Penalty: 5028.000000
	Iteration 118Q: 3 clusters Score -3084887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3084886.500000 Penalty: 5028.000000
	Iteration 119Q: 3 clusters Score -3084886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3084883.000000 Penalty: 5028.000000
	Iteration 120F: 3 clusters Score -3084883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3084884.750000 Penalty: 5028.000000
	Iteration 121Q: 3 clusters Score -3084885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3084887.500000 Penalty: 5028.000000
	Iteration 122Q: 3 clusters Score -3084888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3084885.750000 Penalty: 5028.000000
	Iteration 123Q: 3 clusters Score -3084886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3084885.250000 Penalty: 5028.000000
	Iteration 124Q: 3 clusters Score -3084885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3084888.750000 Penalty: 5028.000000
	Iteration 125Q: 3 clusters Score -3084889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3084890.500000 Penalty: 5028.000000
	Iteration 126Q: 3 clusters Score -3084890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3084887.750000 Penalty: 5028.000000
	Iteration 127Q: 3 clusters Score -3084888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3084887.250000 Penalty: 5028.000000
	Iteration 128Q: 3 clusters Score -3084887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3084889.500000 Penalty: 5028.000000
	Iteration 129Q: 3 clusters Score -3084890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3084889.500000 Penalty: 5028.000000
	Iteration 130F: 3 clusters Score -3084890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 19431 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Mstep: Class 65 contains 10082 members 
Entering Unmasked Estep 
Score: -134476768.000000 Penalty: 224434.515625
Splitting cluster 43 changes total score from -134467936.000000 to -134476768.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 44 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -947494.250000 Penalty: 2219.571289
	Iteration 0F: 2 clusters Score -947494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -941306.437500 Penalty: 4439.142578
	Iteration 0F: 3 clusters Score -941306.4 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -943039.750000 Penalty: 4439.142578
	Iteration 1F: 3 clusters Score -943039.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -943428.250000 Penalty: 4439.142578
	Iteration 2F: 3 clusters Score -943428.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -943782.750000 Penalty: 4439.142578
	Iteration 3F: 3 clusters Score -943782.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -944146.875000 Penalty: 4439.142578
	Iteration 4F: 3 clusters Score -944146.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -944537.750000 Penalty: 4439.142578
	Iteration 5F: 3 clusters Score -944537.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -944947.812500 Penalty: 4439.142578
	Iteration 6F: 3 clusters Score -944947.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -945338.062500 Penalty: 4439.142578
	Iteration 7F: 3 clusters Score -945338.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -945687.125000 Penalty: 4439.142578
	Iteration 8F: 3 clusters Score -945687.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -945914.187500 Penalty: 4439.142578
	Iteration 9Q: 3 clusters Score -945914.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -946042.062500 Penalty: 4439.142578
	Iteration 10Q: 3 clusters Score -946042.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -946132.312500 Penalty: 4439.142578
	Iteration 11Q: 3 clusters Score -946132.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -946207.875000 Penalty: 4439.142578
	Iteration 12Q: 3 clusters Score -946207.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -946285.500000 Penalty: 4439.142578
	Iteration 13Q: 3 clusters Score -946285.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -946357.000000 Penalty: 4439.142578
	Iteration 14Q: 3 clusters Score -946357 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -946440.437500 Penalty: 4439.142578
	Iteration 15Q: 3 clusters Score -946440.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -946519.250000 Penalty: 4439.142578
	Iteration 16Q: 3 clusters Score -946519.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -946592.125000 Penalty: 4439.142578
	Iteration 17Q: 3 clusters Score -946592.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -946666.375000 Penalty: 4439.142578
	Iteration 18Q: 3 clusters Score -946666.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -946717.000000 Penalty: 4439.142578
	Iteration 19Q: 3 clusters Score -946717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -946766.937500 Penalty: 4439.142578
	Iteration 20F: 3 clusters Score -946766.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -946813.375000 Penalty: 4439.142578
	Iteration 21Q: 3 clusters Score -946813.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -946844.312500 Penalty: 4439.142578
	Iteration 22Q: 3 clusters Score -946844.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -946861.437500 Penalty: 4439.142578
	Iteration 23Q: 3 clusters Score -946861.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -946875.125000 Penalty: 4439.142578
	Iteration 24Q: 3 clusters Score -946875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -946878.937500 Penalty: 4439.142578
	Iteration 25Q: 3 clusters Score -946878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -946886.125000 Penalty: 4439.142578
	Iteration 26Q: 3 clusters Score -946886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -946888.625000 Penalty: 4439.142578
	Iteration 27Q: 3 clusters Score -946888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -946891.125000 Penalty: 4439.142578
	Iteration 28Q: 3 clusters Score -946891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -946891.937500 Penalty: 4439.142578
	Iteration 29Q: 3 clusters Score -946891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -946893.437500 Penalty: 4439.142578
	Iteration 30Q: 3 clusters Score -946893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -946893.750000 Penalty: 4439.142578
	Iteration 31Q: 3 clusters Score -946893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -946896.250000 Penalty: 4439.142578
	Iteration 32Q: 3 clusters Score -946896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -946897.062500 Penalty: 4439.142578
	Iteration 33Q: 3 clusters Score -946897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -946898.437500 Penalty: 4439.142578
	Iteration 34Q: 3 clusters Score -946898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -946898.125000 Penalty: 4439.142578
	Iteration 35Q: 3 clusters Score -946898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -946898.687500 Penalty: 4439.142578
	Iteration 36Q: 3 clusters Score -946898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -946898.687500 Penalty: 4439.142578
	Iteration 37F: 3 clusters Score -946898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -700711.687500 Penalty: 2073.181641
	Iteration 0F: 2 clusters Score -700711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -696627.437500 Penalty: 4146.363281
	Iteration 0F: 3 clusters Score -696627.4 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -697863.750000 Penalty: 4146.363281
	Iteration 1F: 3 clusters Score -697863.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -698338.000000 Penalty: 4146.363281
	Iteration 2F: 3 clusters Score -698338 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -698736.312500 Penalty: 4146.363281
	Iteration 3F: 3 clusters Score -698736.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -699021.250000 Penalty: 4146.363281
	Iteration 4F: 3 clusters Score -699021.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -699238.562500 Penalty: 4146.363281
	Iteration 5F: 3 clusters Score -699238.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -699379.437500 Penalty: 4146.363281
	Iteration 6Q: 3 clusters Score -699379.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -699469.625000 Penalty: 4146.363281
	Iteration 7Q: 3 clusters Score -699469.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -699528.437500 Penalty: 4146.363281
	Iteration 8Q: 3 clusters Score -699528.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -699571.625000 Penalty: 4146.363281
	Iteration 9Q: 3 clusters Score -699571.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -699613.312500 Penalty: 4146.363281
	Iteration 10Q: 3 clusters Score -699613.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -699649.625000 Penalty: 4146.363281
	Iteration 11Q: 3 clusters Score -699649.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -699676.750000 Penalty: 4146.363281
	Iteration 12Q: 3 clusters Score -699676.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -699698.812500 Penalty: 4146.363281
	Iteration 13Q: 3 clusters Score -699698.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -699712.562500 Penalty: 4146.363281
	Iteration 14Q: 3 clusters Score -699712.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -699721.625000 Penalty: 4146.363281
	Iteration 15Q: 3 clusters Score -699721.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -699731.375000 Penalty: 4146.363281
	Iteration 16Q: 3 clusters Score -699731.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -699740.750000 Penalty: 4146.363281
	Iteration 17Q: 3 clusters Score -699740.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -699749.187500 Penalty: 4146.363281
	Iteration 18Q: 3 clusters Score -699749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -699754.375000 Penalty: 4146.363281
	Iteration 19Q: 3 clusters Score -699754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -699759.625000 Penalty: 4146.363281
	Iteration 20F: 3 clusters Score -699759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -699763.812500 Penalty: 4146.363281
	Iteration 21Q: 3 clusters Score -699763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -699765.625000 Penalty: 4146.363281
	Iteration 22Q: 3 clusters Score -699765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -699769.437500 Penalty: 4146.363281
	Iteration 23Q: 3 clusters Score -699769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -699771.312500 Penalty: 4146.363281
	Iteration 24Q: 3 clusters Score -699771.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -699775.750000 Penalty: 4146.363281
	Iteration 25Q: 3 clusters Score -699775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -699779.250000 Penalty: 4146.363281
	Iteration 26Q: 3 clusters Score -699779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -699781.437500 Penalty: 4146.363281
	Iteration 27Q: 3 clusters Score -699781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -699783.437500 Penalty: 4146.363281
	Iteration 28Q: 3 clusters Score -699783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -699785.312500 Penalty: 4146.363281
	Iteration 29Q: 3 clusters Score -699785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -699789.812500 Penalty: 4146.363281
	Iteration 30Q: 3 clusters Score -699789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -699793.812500 Penalty: 4146.363281
	Iteration 31Q: 3 clusters Score -699793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -699796.437500 Penalty: 4146.363281
	Iteration 32Q: 3 clusters Score -699796.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -699798.812500 Penalty: 4146.363281
	Iteration 33Q: 3 clusters Score -699798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -699801.000000 Penalty: 4146.363281
	Iteration 34Q: 3 clusters Score -699801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -699802.687500 Penalty: 4146.363281
	Iteration 35Q: 3 clusters Score -699802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -699803.562500 Penalty: 4146.363281
	Iteration 36Q: 3 clusters Score -699803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -699805.812500 Penalty: 4146.363281
	Iteration 37Q: 3 clusters Score -699805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -699808.437500 Penalty: 4146.363281
	Iteration 38Q: 3 clusters Score -699808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -699809.937500 Penalty: 4146.363281
	Iteration 39Q: 3 clusters Score -699809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -699813.375000 Penalty: 4146.363281
	Iteration 40F: 3 clusters Score -699813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -699814.500000 Penalty: 4146.363281
	Iteration 41Q: 3 clusters Score -699814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -699817.000000 Penalty: 4146.363281
	Iteration 42Q: 3 clusters Score -699817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -699820.437500 Penalty: 4146.363281
	Iteration 43Q: 3 clusters Score -699820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -699822.937500 Penalty: 4146.363281
	Iteration 44Q: 3 clusters Score -699822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -699822.375000 Penalty: 4146.363281
	Iteration 45Q: 3 clusters Score -699822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -699823.125000 Penalty: 4146.363281
	Iteration 46Q: 3 clusters Score -699823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -699824.062500 Penalty: 4146.363281
	Iteration 47Q: 3 clusters Score -699824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -699826.000000 Penalty: 4146.363281
	Iteration 48Q: 3 clusters Score -699826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -699828.687500 Penalty: 4146.363281
	Iteration 49Q: 3 clusters Score -699828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -699830.000000 Penalty: 4146.363281
	Iteration 50Q: 3 clusters Score -699830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -699834.125000 Penalty: 4146.363281
	Iteration 51Q: 3 clusters Score -699834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -699833.750000 Penalty: 4146.363281
	Iteration 52Q: 3 clusters Score -699833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -699835.625000 Penalty: 4146.363281
	Iteration 53Q: 3 clusters Score -699835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -699834.625000 Penalty: 4146.363281
	Iteration 54Q: 3 clusters Score -699834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -699836.562500 Penalty: 4146.363281
	Iteration 55Q: 3 clusters Score -699836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -699838.000000 Penalty: 4146.363281
	Iteration 56Q: 3 clusters Score -699838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -699837.750000 Penalty: 4146.363281
	Iteration 57Q: 3 clusters Score -699837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -699837.750000 Penalty: 4146.363281
	Iteration 58F: 3 clusters Score -699837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -257024.515625 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -257024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -254320.906250 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -254320.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254899.656250 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -254899.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -255118.500000 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -255118.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -255230.937500 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -255230.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -255321.625000 Penalty: 3802.213623
	Iteration 4Q: 3 clusters Score -255321.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255377.843750 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -255377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -255424.562500 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -255424.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -255468.718750 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -255468.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255512.000000 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -255512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -255548.328125 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -255548.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255592.593750 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -255592.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -255643.843750 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -255643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -255683.234375 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -255683.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255713.093750 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -255713.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -255746.281250 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -255746.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -255781.968750 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -255782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255821.531250 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -255821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -255842.375000 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -255842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -255871.953125 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -255872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -255889.750000 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -255889.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -255910.187500 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -255910.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -255923.265625 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -255923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -255933.546875 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -255933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -255941.671875 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -255941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -255952.890625 Penalty: 3802.213623
	Iteration 24Q: 3 clusters Score -255952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -255963.375000 Penalty: 3802.213623
	Iteration 25Q: 3 clusters Score -255963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -255974.140625 Penalty: 3802.213623
	Iteration 26Q: 3 clusters Score -255974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255987.062500 Penalty: 3802.213623
	Iteration 27Q: 3 clusters Score -255987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -256001.171875 Penalty: 3802.213623
	Iteration 28Q: 3 clusters Score -256001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -256013.390625 Penalty: 3802.213623
	Iteration 29Q: 3 clusters Score -256013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -256024.703125 Penalty: 3802.213623
	Iteration 30Q: 3 clusters Score -256024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -256032.515625 Penalty: 3802.213623
	Iteration 31Q: 3 clusters Score -256032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -256034.203125 Penalty: 3802.213623
	Iteration 32Q: 3 clusters Score -256034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -256036.421875 Penalty: 3802.213623
	Iteration 33Q: 3 clusters Score -256036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256039.796875 Penalty: 3802.213623
	Iteration 34Q: 3 clusters Score -256039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -256043.328125 Penalty: 3802.213623
	Iteration 35Q: 3 clusters Score -256043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -256046.156250 Penalty: 3802.213623
	Iteration 36Q: 3 clusters Score -256046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -256048.937500 Penalty: 3802.213623
	Iteration 37Q: 3 clusters Score -256048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -256050.140625 Penalty: 3802.213623
	Iteration 38Q: 3 clusters Score -256050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -256050.140625 Penalty: 3802.213623
	Iteration 39F: 3 clusters Score -256050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -440658.156250 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -440658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -437047.375000 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -437047.4 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -437860.343750 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -437860.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -438068.593750 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -438068.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -438236.031250 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -438236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -438365.843750 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -438365.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -438472.312500 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -438472.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -438539.906250 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -438539.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -438603.156250 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -438603.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -438672.875000 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -438672.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -438745.437500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -438745.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -438820.500000 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -438820.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -438896.656250 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -438896.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -438971.406250 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -438971.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -439047.937500 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -439047.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -439124.250000 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -439124.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -439212.531250 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -439212.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -439324.281250 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -439324.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -439377.812500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -439377.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -439417.125000 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -439417.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -439453.750000 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -439453.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -439479.062500 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -439479.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -439507.906250 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -439507.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -439531.687500 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -439531.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -439549.906250 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -439549.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -439561.250000 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -439561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -439568.781250 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -439568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -439574.750000 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -439574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -439579.062500 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -439579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -439582.187500 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -439582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -439586.781250 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -439586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -439591.781250 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -439591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -439595.468750 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -439595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -439596.781250 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -439596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -439598.187500 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -439598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -439599.218750 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -439599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -439601.812500 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -439601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -439604.062500 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -439604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -439606.281250 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -439606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -439607.500000 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -439607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -439609.937500 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -439609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -439611.531250 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -439611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -439613.218750 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -439613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -439614.968750 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -439615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -439615.843750 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -439615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -439617.312500 Penalty: 4068.295410
	Iteration 44Q: 3 clusters Score -439617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -439617.875000 Penalty: 4068.295410
	Iteration 45Q: 3 clusters Score -439617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -439618.250000 Penalty: 4068.295410
	Iteration 46Q: 3 clusters Score -439618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -439617.812500 Penalty: 4068.295410
	Iteration 47Q: 3 clusters Score -439617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -439618.343750 Penalty: 4068.295410
	Iteration 48Q: 3 clusters Score -439618.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -439618.343750 Penalty: 4068.295410
	Iteration 49F: 3 clusters Score -439618.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -273756.437500 Penalty: 1914.784546
	Iteration 0F: 2 clusters Score -273756.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -270917.281250 Penalty: 3829.569092
	Iteration 0F: 3 clusters Score -270917.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271527.687500 Penalty: 3829.569092
	Iteration 1F: 3 clusters Score -271527.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271769.500000 Penalty: 3829.569092
	Iteration 2F: 3 clusters Score -271769.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271916.500000 Penalty: 3829.569092
	Iteration 3F: 3 clusters Score -271916.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -272008.031250 Penalty: 3829.569092
	Iteration 4Q: 3 clusters Score -272008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -272062.781250 Penalty: 3829.569092
	Iteration 5Q: 3 clusters Score -272062.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -272103.343750 Penalty: 3829.569092
	Iteration 6Q: 3 clusters Score -272103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -272141.968750 Penalty: 3829.569092
	Iteration 7Q: 3 clusters Score -272142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -272179.531250 Penalty: 3829.569092
	Iteration 8Q: 3 clusters Score -272179.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -272212.187500 Penalty: 3829.569092
	Iteration 9Q: 3 clusters Score -272212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -272257.531250 Penalty: 3829.569092
	Iteration 10Q: 3 clusters Score -272257.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -272304.656250 Penalty: 3829.569092
	Iteration 11Q: 3 clusters Score -272304.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -272344.250000 Penalty: 3829.569092
	Iteration 12Q: 3 clusters Score -272344.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272391.968750 Penalty: 3829.569092
	Iteration 13Q: 3 clusters Score -272392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -272450.000000 Penalty: 3829.569092
	Iteration 14Q: 3 clusters Score -272450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272509.437500 Penalty: 3829.569092
	Iteration 15Q: 3 clusters Score -272509.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272557.406250 Penalty: 3829.569092
	Iteration 16Q: 3 clusters Score -272557.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272601.125000 Penalty: 3829.569092
	Iteration 17Q: 3 clusters Score -272601.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272639.718750 Penalty: 3829.569092
	Iteration 18Q: 3 clusters Score -272639.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -272710.125000 Penalty: 3829.569092
	Iteration 19Q: 3 clusters Score -272710.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272781.656250 Penalty: 3829.569092
	Iteration 20F: 3 clusters Score -272781.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -272843.187500 Penalty: 3829.569092
	Iteration 21Q: 3 clusters Score -272843.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -272876.156250 Penalty: 3829.569092
	Iteration 22Q: 3 clusters Score -272876.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272910.625000 Penalty: 3829.569092
	Iteration 23Q: 3 clusters Score -272910.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -272925.718750 Penalty: 3829.569092
	Iteration 24Q: 3 clusters Score -272925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272935.937500 Penalty: 3829.569092
	Iteration 25Q: 3 clusters Score -272935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272941.812500 Penalty: 3829.569092
	Iteration 26Q: 3 clusters Score -272941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -272944.593750 Penalty: 3829.569092
	Iteration 27Q: 3 clusters Score -272944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -272951.781250 Penalty: 3829.569092
	Iteration 28Q: 3 clusters Score -272951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272953.843750 Penalty: 3829.569092
	Iteration 29Q: 3 clusters Score -272953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272956.343750 Penalty: 3829.569092
	Iteration 30Q: 3 clusters Score -272956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -272956.437500 Penalty: 3829.569092
	Iteration 31Q: 3 clusters Score -272956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -272957.968750 Penalty: 3829.569092
	Iteration 32Q: 3 clusters Score -272958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -272961.312500 Penalty: 3829.569092
	Iteration 33Q: 3 clusters Score -272961.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272968.062500 Penalty: 3829.569092
	Iteration 34Q: 3 clusters Score -272968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272970.125000 Penalty: 3829.569092
	Iteration 35Q: 3 clusters Score -272970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272972.250000 Penalty: 3829.569092
	Iteration 36Q: 3 clusters Score -272972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -272974.031250 Penalty: 3829.569092
	Iteration 37Q: 3 clusters Score -272974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272976.156250 Penalty: 3829.569092
	Iteration 38Q: 3 clusters Score -272976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272978.187500 Penalty: 3829.569092
	Iteration 39Q: 3 clusters Score -272978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -272978.531250 Penalty: 3829.569092
	Iteration 40F: 3 clusters Score -272978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Entering Unmasked Estep 
Score: -5094320.500000 Penalty: 2631.499023
	Iteration 0F: 2 clusters Score -5094320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5066938.000000 Penalty: 5262.998047
	Iteration 0F: 3 clusters Score -5066938 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -5076851.000000 Penalty: 5262.998047
	Iteration 1F: 3 clusters Score -5076851 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5077346.500000 Penalty: 5262.998047
	Iteration 2Q: 3 clusters Score -5077346 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -5077745.500000 Penalty: 5262.998047
	Iteration 3Q: 3 clusters Score -5077746 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5078264.500000 Penalty: 5262.998047
	Iteration 4Q: 3 clusters Score -5078264 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5078785.500000 Penalty: 5262.998047
	Iteration 5Q: 3 clusters Score -5078786 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5079547.000000 Penalty: 5262.998047
	Iteration 6Q: 3 clusters Score -5079547 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5080759.000000 Penalty: 5262.998047
	Iteration 7F: 3 clusters Score -5080759 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -5082469.500000 Penalty: 5262.998047
	Iteration 8F: 3 clusters Score -5082470 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5084751.000000 Penalty: 5262.998047
	Iteration 9F: 3 clusters Score -5084751 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5087264.500000 Penalty: 5262.998047
	Iteration 10F: 3 clusters Score -5087264 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5089378.500000 Penalty: 5262.998047
	Iteration 11F: 3 clusters Score -5089378 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5090597.000000 Penalty: 5262.998047
	Iteration 12Q: 3 clusters Score -5090597 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5091224.500000 Penalty: 5262.998047
	Iteration 13Q: 3 clusters Score -5091224 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5091591.500000 Penalty: 5262.998047
	Iteration 14Q: 3 clusters Score -5091592 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5091754.500000 Penalty: 5262.998047
	Iteration 15Q: 3 clusters Score -5091754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5091841.500000 Penalty: 5262.998047
	Iteration 16Q: 3 clusters Score -5091842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5091904.000000 Penalty: 5262.998047
	Iteration 17Q: 3 clusters Score -5091904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5091952.500000 Penalty: 5262.998047
	Iteration 18Q: 3 clusters Score -5091952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5091985.500000 Penalty: 5262.998047
	Iteration 19Q: 3 clusters Score -5091986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5092020.500000 Penalty: 5262.998047
	Iteration 20F: 3 clusters Score -5092020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5092040.500000 Penalty: 5262.998047
	Iteration 21Q: 3 clusters Score -5092040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5092050.500000 Penalty: 5262.998047
	Iteration 22Q: 3 clusters Score -5092050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5092059.500000 Penalty: 5262.998047
	Iteration 23Q: 3 clusters Score -5092060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5092058.500000 Penalty: 5262.998047
	Iteration 24Q: 3 clusters Score -5092058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5092063.500000 Penalty: 5262.998047
	Iteration 25Q: 3 clusters Score -5092064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5092075.000000 Penalty: 5262.998047
	Iteration 26Q: 3 clusters Score -5092075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5092083.500000 Penalty: 5262.998047
	Iteration 27Q: 3 clusters Score -5092084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5092090.500000 Penalty: 5262.998047
	Iteration 28Q: 3 clusters Score -5092090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5092099.000000 Penalty: 5262.998047
	Iteration 29Q: 3 clusters Score -5092099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5092109.500000 Penalty: 5262.998047
	Iteration 30Q: 3 clusters Score -5092110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 5262.998047
	Iteration 31Q: 3 clusters Score -5092115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5092110.000000 Penalty: 5262.998047
	Iteration 32Q: 3 clusters Score -5092110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 5262.998047
	Iteration 33Q: 3 clusters Score -5092115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 5262.998047
	Iteration 34F: 3 clusters Score -5092115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -180305.437500 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -180305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178040.609375 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -178040.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178439.890625 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -178439.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -178556.656250 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -178556.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178632.046875 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -178632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178699.968750 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -178700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -178758.625000 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -178758.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178838.468750 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -178838.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -178910.875000 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -178910.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178982.890625 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -178982.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179048.062500 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -179048.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179114.000000 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -179114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179156.781250 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -179156.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179191.953125 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -179192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -179232.828125 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -179232.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -179248.437500 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -179248.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179266.250000 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -179266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179274.437500 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -179274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -179278.203125 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -179278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -179279.750000 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -179279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -179279.750000 Penalty: 3637.503418
	Iteration 19F: 3 clusters Score -179279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Entering Unmasked Estep 
Score: -2358305.500000 Penalty: 2448.906982
	Iteration 0F: 2 clusters Score -2358306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2344553.250000 Penalty: 4897.813965
	Iteration 0F: 3 clusters Score -2344553 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2349601.250000 Penalty: 4897.813965
	Iteration 1F: 3 clusters Score -2349601 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2350612.250000 Penalty: 4897.813965
	Iteration 2F: 3 clusters Score -2350612 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2351764.000000 Penalty: 4897.813965
	Iteration 3F: 3 clusters Score -2351764 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2352874.000000 Penalty: 4897.813965
	Iteration 4F: 3 clusters Score -2352874 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2353879.250000 Penalty: 4897.813965
	Iteration 5F: 3 clusters Score -2353879 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2354769.000000 Penalty: 4897.813965
	Iteration 6F: 3 clusters Score -2354769 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2355456.500000 Penalty: 4897.813965
	Iteration 7F: 3 clusters Score -2355456 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2355958.750000 Penalty: 4897.813965
	Iteration 8Q: 3 clusters Score -2355959 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2356282.500000 Penalty: 4897.813965
	Iteration 9Q: 3 clusters Score -2356282 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2356506.250000 Penalty: 4897.813965
	Iteration 10Q: 3 clusters Score -2356506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2356644.500000 Penalty: 4897.813965
	Iteration 11Q: 3 clusters Score -2356644 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2356741.250000 Penalty: 4897.813965
	Iteration 12Q: 3 clusters Score -2356741 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2356828.750000 Penalty: 4897.813965
	Iteration 13Q: 3 clusters Score -2356829 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2356896.250000 Penalty: 4897.813965
	Iteration 14Q: 3 clusters Score -2356896 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2356970.500000 Penalty: 4897.813965
	Iteration 15Q: 3 clusters Score -2356970 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2357040.000000 Penalty: 4897.813965
	Iteration 16Q: 3 clusters Score -2357040 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2357139.500000 Penalty: 4897.813965
	Iteration 17Q: 3 clusters Score -2357140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2357257.500000 Penalty: 4897.813965
	Iteration 18Q: 3 clusters Score -2357258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2357364.000000 Penalty: 4897.813965
	Iteration 19Q: 3 clusters Score -2357364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2357470.500000 Penalty: 4897.813965
	Iteration 20F: 3 clusters Score -2357470 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2357627.500000 Penalty: 4897.813965
	Iteration 21Q: 3 clusters Score -2357628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2357886.750000 Penalty: 4897.813965
	Iteration 22Q: 3 clusters Score -2357887 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2358326.000000 Penalty: 4897.813965
	Iteration 23Q: 3 clusters Score -2358326 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2359055.250000 Penalty: 4897.813965
	Iteration 24Q: 3 clusters Score -2359055 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2359663.500000 Penalty: 4897.813965
	Iteration 25Q: 3 clusters Score -2359664 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2359880.000000 Penalty: 4897.813965
	Iteration 26Q: 3 clusters Score -2359880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2359945.250000 Penalty: 4897.813965
	Iteration 27Q: 3 clusters Score -2359945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2359989.000000 Penalty: 4897.813965
	Iteration 28Q: 3 clusters Score -2359989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2360028.500000 Penalty: 4897.813965
	Iteration 29Q: 3 clusters Score -2360028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2360049.250000 Penalty: 4897.813965
	Iteration 30Q: 3 clusters Score -2360049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2360071.250000 Penalty: 4897.813965
	Iteration 31Q: 3 clusters Score -2360071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2360071.000000 Penalty: 4897.813965
	Iteration 32Q: 3 clusters Score -2360071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2360072.250000 Penalty: 4897.813965
	Iteration 33Q: 3 clusters Score -2360072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2360083.000000 Penalty: 4897.813965
	Iteration 34Q: 3 clusters Score -2360083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2360084.000000 Penalty: 4897.813965
	Iteration 35Q: 3 clusters Score -2360084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2360080.000000 Penalty: 4897.813965
	Iteration 36Q: 3 clusters Score -2360080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2360080.000000 Penalty: 4897.813965
	Iteration 37Q: 3 clusters Score -2360080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2360082.500000 Penalty: 4897.813965
	Iteration 38Q: 3 clusters Score -2360082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2360078.500000 Penalty: 4897.813965
	Iteration 39Q: 3 clusters Score -2360078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2360086.250000 Penalty: 4897.813965
	Iteration 40F: 3 clusters Score -2360086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2360087.500000 Penalty: 4897.813965
	Iteration 41Q: 3 clusters Score -2360088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2360092.500000 Penalty: 4897.813965
	Iteration 42Q: 3 clusters Score -2360092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2360096.500000 Penalty: 4897.813965
	Iteration 43Q: 3 clusters Score -2360096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2360095.250000 Penalty: 4897.813965
	Iteration 44Q: 3 clusters Score -2360095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2360099.250000 Penalty: 4897.813965
	Iteration 45Q: 3 clusters Score -2360099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2360101.500000 Penalty: 4897.813965
	Iteration 46Q: 3 clusters Score -2360102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2360100.250000 Penalty: 4897.813965
	Iteration 47Q: 3 clusters Score -2360100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2360097.500000 Penalty: 4897.813965
	Iteration 48Q: 3 clusters Score -2360098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2360098.250000 Penalty: 4897.813965
	Iteration 49Q: 3 clusters Score -2360098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2360098.250000 Penalty: 4897.813965
	Iteration 50F: 3 clusters Score -2360098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 14189 members 
Mstep: Class 52 contains 1002 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Mstep: Class 65 contains 10082 members 
Mstep: Class 66 contains 5242 members 
Entering Unmasked Estep 
Score: -134477344.000000 Penalty: 227887.359375
Splitting cluster 51 changes total score from -134467936.000000 to -134477344.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 52 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -74789.218750 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -74789.22 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 499 members 
Entering Unmasked Estep 
Score: -73244.742188 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -73244.74 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74674.507812 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -74674.51 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75632.718750 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -75632.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76346.406250 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -76346.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76718.507812 Penalty: 3427.237549
	Iteration 4F: 3 clusters Score -76718.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76893.882812 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -76893.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76999.570312 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -76999.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77070.054688 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -77070.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77108.921875 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -77108.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77137.257812 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -77137.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -77149.125000 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -77149.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77162.734375 Penalty: 3427.237549
	Iteration 11Q: 3 clusters Score -77162.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77166.171875 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -77166.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77168.078125 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -77168.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77168.078125 Penalty: 3427.237549
	Iteration 14F: 3 clusters Score -77168.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 14189 members 
Mstep: Class 52 contains 568 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Mstep: Class 65 contains 10082 members 
Mstep: Class 66 contains 5242 members 
Mstep: Class 67 contains 434 members 
Entering Unmasked Estep 
Score: -134477568.000000 Penalty: 231340.203125
Splitting cluster 52 changes total score from -134467936.000000 to -134477568.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 53 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -459764.062500 Penalty: 1970.673462
	Iteration 0F: 2 clusters Score -459764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -456606.656250 Penalty: 3941.346924
	Iteration 0F: 3 clusters Score -456606.7 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -457230.187500 Penalty: 3941.346924
	Iteration 1F: 3 clusters Score -457230.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -457485.625000 Penalty: 3941.346924
	Iteration 2F: 3 clusters Score -457485.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -457816.281250 Penalty: 3941.346924
	Iteration 3F: 3 clusters Score -457816.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -458296.125000 Penalty: 3941.346924
	Iteration 4F: 3 clusters Score -458296.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -458904.625000 Penalty: 3941.346924
	Iteration 5F: 3 clusters Score -458904.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -459300.531250 Penalty: 3941.346924
	Iteration 6F: 3 clusters Score -459300.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -459515.812500 Penalty: 3941.346924
	Iteration 7F: 3 clusters Score -459515.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -459645.937500 Penalty: 3941.346924
	Iteration 8Q: 3 clusters Score -459645.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -459731.062500 Penalty: 3941.346924
	Iteration 9Q: 3 clusters Score -459731.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -459777.781250 Penalty: 3941.346924
	Iteration 10Q: 3 clusters Score -459777.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -459802.937500 Penalty: 3941.346924
	Iteration 11Q: 3 clusters Score -459802.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -459818.031250 Penalty: 3941.346924
	Iteration 12Q: 3 clusters Score -459818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -459829.968750 Penalty: 3941.346924
	Iteration 13Q: 3 clusters Score -459830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -459844.687500 Penalty: 3941.346924
	Iteration 14Q: 3 clusters Score -459844.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -459860.718750 Penalty: 3941.346924
	Iteration 15Q: 3 clusters Score -459860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -459898.062500 Penalty: 3941.346924
	Iteration 16Q: 3 clusters Score -459898.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -459940.656250 Penalty: 3941.346924
	Iteration 17Q: 3 clusters Score -459940.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -459973.062500 Penalty: 3941.346924
	Iteration 18Q: 3 clusters Score -459973.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -460001.937500 Penalty: 3941.346924
	Iteration 19Q: 3 clusters Score -460001.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -460021.937500 Penalty: 3941.346924
	Iteration 20F: 3 clusters Score -460021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -460038.250000 Penalty: 3941.346924
	Iteration 21Q: 3 clusters Score -460038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -460051.500000 Penalty: 3941.346924
	Iteration 22Q: 3 clusters Score -460051.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -460064.937500 Penalty: 3941.346924
	Iteration 23Q: 3 clusters Score -460064.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -460082.437500 Penalty: 3941.346924
	Iteration 24Q: 3 clusters Score -460082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -460125.218750 Penalty: 3941.346924
	Iteration 25Q: 3 clusters Score -460125.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -460157.812500 Penalty: 3941.346924
	Iteration 26Q: 3 clusters Score -460157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -460185.875000 Penalty: 3941.346924
	Iteration 27Q: 3 clusters Score -460185.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -460214.656250 Penalty: 3941.346924
	Iteration 28Q: 3 clusters Score -460214.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -460225.062500 Penalty: 3941.346924
	Iteration 29Q: 3 clusters Score -460225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -460230.906250 Penalty: 3941.346924
	Iteration 30Q: 3 clusters Score -460230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -460237.062500 Penalty: 3941.346924
	Iteration 31Q: 3 clusters Score -460237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -460240.187500 Penalty: 3941.346924
	Iteration 32Q: 3 clusters Score -460240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -460245.375000 Penalty: 3941.346924
	Iteration 33Q: 3 clusters Score -460245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -460248.531250 Penalty: 3941.346924
	Iteration 34Q: 3 clusters Score -460248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -460251.375000 Penalty: 3941.346924
	Iteration 35Q: 3 clusters Score -460251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -460252.875000 Penalty: 3941.346924
	Iteration 36Q: 3 clusters Score -460252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -460255.125000 Penalty: 3941.346924
	Iteration 37Q: 3 clusters Score -460255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -460256.250000 Penalty: 3941.346924
	Iteration 38Q: 3 clusters Score -460256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -460257.750000 Penalty: 3941.346924
	Iteration 39Q: 3 clusters Score -460257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -460259.312500 Penalty: 3941.346924
	Iteration 40F: 3 clusters Score -460259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -460260.593750 Penalty: 3941.346924
	Iteration 41Q: 3 clusters Score -460260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -460260.687500 Penalty: 3941.346924
	Iteration 42Q: 3 clusters Score -460260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -460261.593750 Penalty: 3941.346924
	Iteration 43Q: 3 clusters Score -460261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -460261.625000 Penalty: 3941.346924
	Iteration 44Q: 3 clusters Score -460261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -460261.625000 Penalty: 3941.346924
	Iteration 45F: 3 clusters Score -460261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 14189 members 
Mstep: Class 52 contains 568 members 
Mstep: Class 53 contains 1810 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 14270 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Mstep: Class 65 contains 10082 members 
Mstep: Class 66 contains 5242 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1015 members 
Entering Unmasked Estep 
Score: -134476480.000000 Penalty: 234793.031250
Splitting cluster 53 changes total score from -134467936.000000 to -134476480.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 54 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -1428467.875000 Penalty: 2318.566406
	Iteration 0F: 2 clusters Score -1428468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1419769.250000 Penalty: 4637.132812
	Iteration 0F: 3 clusters Score -1419769 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1422450.500000 Penalty: 4637.132812
	Iteration 1F: 3 clusters Score -1422450 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1422756.375000 Penalty: 4637.132812
	Iteration 2F: 3 clusters Score -1422756 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1422980.375000 Penalty: 4637.132812
	Iteration 3Q: 3 clusters Score -1422980 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1423167.750000 Penalty: 4637.132812
	Iteration 4Q: 3 clusters Score -1423168 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1423336.625000 Penalty: 4637.132812
	Iteration 5Q: 3 clusters Score -1423337 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1423478.500000 Penalty: 4637.132812
	Iteration 6Q: 3 clusters Score -1423478 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1423630.500000 Penalty: 4637.132812
	Iteration 7Q: 3 clusters Score -1423630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1423773.750000 Penalty: 4637.132812
	Iteration 8Q: 3 clusters Score -1423774 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1423944.500000 Penalty: 4637.132812
	Iteration 9Q: 3 clusters Score -1423944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1424144.250000 Penalty: 4637.132812
	Iteration 10Q: 3 clusters Score -1424144 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1424382.125000 Penalty: 4637.132812
	Iteration 11Q: 3 clusters Score -1424382 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1424646.750000 Penalty: 4637.132812
	Iteration 12Q: 3 clusters Score -1424647 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1424894.500000 Penalty: 4637.132812
	Iteration 13Q: 3 clusters Score -1424894 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1425108.625000 Penalty: 4637.132812
	Iteration 14Q: 3 clusters Score -1425109 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1425307.000000 Penalty: 4637.132812
	Iteration 15Q: 3 clusters Score -1425307 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1425451.875000 Penalty: 4637.132812
	Iteration 16Q: 3 clusters Score -1425452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1425581.250000 Penalty: 4637.132812
	Iteration 17Q: 3 clusters Score -1425581 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1425686.250000 Penalty: 4637.132812
	Iteration 18Q: 3 clusters Score -1425686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1425785.750000 Penalty: 4637.132812
	Iteration 19Q: 3 clusters Score -1425786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1425879.750000 Penalty: 4637.132812
	Iteration 20F: 3 clusters Score -1425880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1425964.250000 Penalty: 4637.132812
	Iteration 21Q: 3 clusters Score -1425964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1426051.750000 Penalty: 4637.132812
	Iteration 22Q: 3 clusters Score -1426052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1426114.000000 Penalty: 4637.132812
	Iteration 23Q: 3 clusters Score -1426114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1426181.500000 Penalty: 4637.132812
	Iteration 24Q: 3 clusters Score -1426182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1426237.000000 Penalty: 4637.132812
	Iteration 25Q: 3 clusters Score -1426237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1426287.125000 Penalty: 4637.132812
	Iteration 26Q: 3 clusters Score -1426287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1426333.500000 Penalty: 4637.132812
	Iteration 27Q: 3 clusters Score -1426334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1426379.250000 Penalty: 4637.132812
	Iteration 28Q: 3 clusters Score -1426379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1426432.625000 Penalty: 4637.132812
	Iteration 29Q: 3 clusters Score -1426433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1426465.125000 Penalty: 4637.132812
	Iteration 30Q: 3 clusters Score -1426465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1426482.500000 Penalty: 4637.132812
	Iteration 31Q: 3 clusters Score -1426482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1426494.250000 Penalty: 4637.132812
	Iteration 32Q: 3 clusters Score -1426494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1426512.875000 Penalty: 4637.132812
	Iteration 33Q: 3 clusters Score -1426513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1426527.125000 Penalty: 4637.132812
	Iteration 34Q: 3 clusters Score -1426527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1426543.375000 Penalty: 4637.132812
	Iteration 35Q: 3 clusters Score -1426543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1426549.875000 Penalty: 4637.132812
	Iteration 36Q: 3 clusters Score -1426550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1426556.500000 Penalty: 4637.132812
	Iteration 37Q: 3 clusters Score -1426556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1426557.250000 Penalty: 4637.132812
	Iteration 38Q: 3 clusters Score -1426557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1426564.375000 Penalty: 4637.132812
	Iteration 39Q: 3 clusters Score -1426564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1426569.625000 Penalty: 4637.132812
	Iteration 40F: 3 clusters Score -1426570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1426575.500000 Penalty: 4637.132812
	Iteration 41Q: 3 clusters Score -1426576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1426579.125000 Penalty: 4637.132812
	Iteration 42Q: 3 clusters Score -1426579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1426580.500000 Penalty: 4637.132812
	Iteration 43Q: 3 clusters Score -1426580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1426580.500000 Penalty: 4637.132812
	Iteration 44Q: 3 clusters Score -1426580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1426581.125000 Penalty: 4637.132812
	Iteration 45Q: 3 clusters Score -1426581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1426581.625000 Penalty: 4637.132812
	Iteration 46Q: 3 clusters Score -1426582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1426582.000000 Penalty: 4637.132812
	Iteration 47Q: 3 clusters Score -1426582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1426582.000000 Penalty: 4637.132812
	Iteration 48F: 3 clusters Score -1426582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -1783051.750000 Penalty: 2372.346924
	Iteration 0F: 2 clusters Score -1783052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1772586.625000 Penalty: 4744.693848
	Iteration 0F: 3 clusters Score -1772587 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1775982.375000 Penalty: 4744.693848
	Iteration 1F: 3 clusters Score -1775982 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1776379.375000 Penalty: 4744.693848
	Iteration 2F: 3 clusters Score -1776379 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1776786.750000 Penalty: 4744.693848
	Iteration 3F: 3 clusters Score -1776787 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1777273.500000 Penalty: 4744.693848
	Iteration 4F: 3 clusters Score -1777274 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1777943.625000 Penalty: 4744.693848
	Iteration 5F: 3 clusters Score -1777944 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1778926.375000 Penalty: 4744.693848
	Iteration 6F: 3 clusters Score -1778926 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1780173.125000 Penalty: 4744.693848
	Iteration 7F: 3 clusters Score -1780173 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1781173.250000 Penalty: 4744.693848
	Iteration 8F: 3 clusters Score -1781173 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1781779.500000 Penalty: 4744.693848
	Iteration 9Q: 3 clusters Score -1781780 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1782154.500000 Penalty: 4744.693848
	Iteration 10Q: 3 clusters Score -1782154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1782473.875000 Penalty: 4744.693848
	Iteration 11Q: 3 clusters Score -1782474 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1782815.250000 Penalty: 4744.693848
	Iteration 12Q: 3 clusters Score -1782815 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1783177.625000 Penalty: 4744.693848
	Iteration 13Q: 3 clusters Score -1783178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1783335.000000 Penalty: 4744.693848
	Iteration 14Q: 3 clusters Score -1783335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1783413.125000 Penalty: 4744.693848
	Iteration 15Q: 3 clusters Score -1783413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1783451.375000 Penalty: 4744.693848
	Iteration 16Q: 3 clusters Score -1783451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1783459.125000 Penalty: 4744.693848
	Iteration 17Q: 3 clusters Score -1783459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1783463.500000 Penalty: 4744.693848
	Iteration 18Q: 3 clusters Score -1783464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1783465.875000 Penalty: 4744.693848
	Iteration 19Q: 3 clusters Score -1783466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1783468.000000 Penalty: 4744.693848
	Iteration 20F: 3 clusters Score -1783468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1783466.000000 Penalty: 4744.693848
	Iteration 21Q: 3 clusters Score -1783466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1783465.500000 Penalty: 4744.693848
	Iteration 22Q: 3 clusters Score -1783466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1783467.250000 Penalty: 4744.693848
	Iteration 23Q: 3 clusters Score -1783467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1783466.250000 Penalty: 4744.693848
	Iteration 24Q: 3 clusters Score -1783466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1783466.375000 Penalty: 4744.693848
	Iteration 25Q: 3 clusters Score -1783466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1783467.750000 Penalty: 4744.693848
	Iteration 26Q: 3 clusters Score -1783468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1783467.750000 Penalty: 4744.693848
	Iteration 27F: 3 clusters Score -1783468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 14189 members 
Mstep: Class 52 contains 568 members 
Mstep: Class 53 contains 1810 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 11588 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7167 members 
Mstep: Class 59 contains 14145 members 
Mstep: Class 60 contains 5116 members 
Mstep: Class 61 contains 2690 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 2556 members 
Mstep: Class 64 contains 2640 members 
Mstep: Class 65 contains 10082 members 
Mstep: Class 66 contains 5242 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1015 members 
Mstep: Class 69 contains 2682 members 
Entering Unmasked Estep 
Score: -134475856.000000 Penalty: 238245.875000
Splitting cluster 55 changes total score from -134467936.000000 to -134475856.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 56 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -234367.203125 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -234367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -232110.781250 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -232110.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -232937.703125 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -232937.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -233559.640625 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -233559.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -233885.671875 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -233885.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -234047.859375 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -234047.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -234180.390625 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -234180.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -234237.156250 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -234237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -234265.875000 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -234265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -234284.390625 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -234284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -234303.890625 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -234303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -234322.531250 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -234322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -234335.890625 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -234335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -234343.515625 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -234343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -234350.859375 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -234350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -234353.968750 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -234354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -234353.968750 Penalty: 3633.600586
	Iteration 15F: 3 clusters Score -234354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -255488.359375 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -255488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -252753.265625 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -252753.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253294.906250 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -253294.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -253454.546875 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -253454.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -253555.046875 Penalty: 3809.825195
	Iteration 3Q: 3 clusters Score -253555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -253643.000000 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -253643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -253748.078125 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -253748.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -253857.640625 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -253857.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -253977.593750 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -253977.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254124.609375 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -254124.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -254233.843750 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -254233.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254330.968750 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -254331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -254373.890625 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -254373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254406.187500 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -254406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254424.921875 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -254424.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -254438.203125 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -254438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254445.765625 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -254445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254450.484375 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -254450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254454.343750 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -254454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254458.781250 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -254458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254459.750000 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -254459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254459.750000 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -254459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 78751 members 
Mstep: Class 5 contains 134451 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 174131 members 
Mstep: Class 11 contains 42247 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67956 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 40601 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 106699 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 329 members 
Mstep: Class 30 contains 13572 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4906 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11108 members 
Mstep: Class 38 contains 49045 members 
Mstep: Class 39 contains 5280 members 
Mstep: Class 40 contains 9483 members 
Mstep: Class 41 contains 5063 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4271 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 40574 members 
Mstep: Class 50 contains 1531 members 
Mstep: Class 51 contains 14189 members 
Mstep: Class 52 contains 568 members 
Mstep: Class 53 contains 1810 members 
Mstep: Class 54 contains 11488 members 
Mstep: Class 55 contains 11588 members 
Mstep: Class 56 contains 1519 members 
Mstep: Class 57 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483280.000000 Penalty: 238245.875000
Iteration 119Q: 70 clusters Score -1.344833e+08 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 78133 members 
Mstep: Class 5 contains 134462 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 174275 members 
Mstep: Class 11 contains 42613 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 34233 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 6948 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7457 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 12434 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 67920 members 
Mstep: Class 23 contains 14403 members 
Mstep: Class 24 contains 40706 members 
Mstep: Class 25 contains 10229 members 
Mstep: Class 26 contains 1160 members 
Mstep: Class 27 contains 106736 members 
Mstep: Class 28 contains 11111 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 13791 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 12696 members 
Mstep: Class 33 contains 4998 members 
Mstep: Class 34 contains 3196 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11246 members 
Mstep: Class 38 contains 49506 members 
Mstep: Class 39 contains 5305 members 
Mstep: Class 40 contains 9470 members 
Mstep: Class 41 contains 5098 members 
Mstep: Class 42 contains 411 members 
Mstep: Class 43 contains 14959 members 
Mstep: Class 44 contains 7707 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2256 members 
Mstep: Class 49 contains 40592 members 
Mstep: Class 50 contains 1532 members 
Mstep: Class 51 contains 14293 members 
Mstep: Class 52 contains 620 members 
Mstep: Class 53 contains 1847 members 
Mstep: Class 54 contains 11473 members 
Mstep: Class 55 contains 11705 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 2172 members 
Mstep: Class 58 contains 6927 members 
Mstep: Class 59 contains 13447 members 
Mstep: Class 60 contains 4992 members 
Mstep: Class 61 contains 2668 members 
Mstep: Class 62 contains 368 members 
Mstep: Class 63 contains 2442 members 
Mstep: Class 64 contains 2561 members 
Mstep: Class 65 contains 9311 members 
Mstep: Class 66 contains 5029 members 
Mstep: Class 67 contains 447 members 
Mstep: Class 68 contains 998 members 
Mstep: Class 69 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489216.000000 Penalty: 238245.875000
Iteration 120F: 70 clusters Score -1.344892e+08 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5754 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 77479 members 
Mstep: Class 5 contains 134187 members 
Mstep: Class 6 contains 28258 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 174232 members 
Mstep: Class 11 contains 42131 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 34392 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 12439 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67854 members 
Mstep: Class 23 contains 14455 members 
Mstep: Class 24 contains 40655 members 
Mstep: Class 25 contains 10240 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 106761 members 
Mstep: Class 28 contains 11064 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 13755 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 12608 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 3200 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3315 members 
Mstep: Class 37 contains 11133 members 
Mstep: Class 38 contains 49537 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 9427 members 
Mstep: Class 41 contains 5091 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 14753 members 
Mstep: Class 44 contains 7708 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3647 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40583 members 
Mstep: Class 50 contains 1526 members 
Mstep: Class 51 contains 14282 members 
Mstep: Class 52 contains 620 members 
Mstep: Class 53 contains 1851 members 
Mstep: Class 54 contains 11453 members 
Mstep: Class 55 contains 11697 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 6968 members 
Mstep: Class 59 contains 14137 members 
Mstep: Class 60 contains 5170 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 389 members 
Mstep: Class 63 contains 2590 members 
Mstep: Class 64 contains 2626 members 
Mstep: Class 65 contains 10073 members 
Mstep: Class 66 contains 5167 members 
Mstep: Class 67 contains 454 members 
Mstep: Class 68 contains 1009 members 
Mstep: Class 69 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492864.000000 Penalty: 238245.875000
Iteration 121Q: 70 clusters Score -1.344929e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 76961 members 
Mstep: Class 5 contains 134029 members 
Mstep: Class 6 contains 28223 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 174186 members 
Mstep: Class 11 contains 41731 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 34519 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 7341 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67818 members 
Mstep: Class 23 contains 14504 members 
Mstep: Class 24 contains 40626 members 
Mstep: Class 25 contains 10285 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 106828 members 
Mstep: Class 28 contains 11037 members 
Mstep: Class 29 contains 363 members 
Mstep: Class 30 contains 13751 members 
Mstep: Class 31 contains 1105 members 
Mstep: Class 32 contains 12490 members 
Mstep: Class 33 contains 4751 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3315 members 
Mstep: Class 37 contains 11111 members 
Mstep: Class 38 contains 49593 members 
Mstep: Class 39 contains 5309 members 
Mstep: Class 40 contains 9409 members 
Mstep: Class 41 contains 5100 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 14669 members 
Mstep: Class 44 contains 7711 members 
Mstep: Class 45 contains 4250 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 40583 members 
Mstep: Class 50 contains 1525 members 
Mstep: Class 51 contains 14302 members 
Mstep: Class 52 contains 605 members 
Mstep: Class 53 contains 1859 members 
Mstep: Class 54 contains 11453 members 
Mstep: Class 55 contains 11693 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 6970 members 
Mstep: Class 59 contains 14549 members 
Mstep: Class 60 contains 5257 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 2650 members 
Mstep: Class 64 contains 2655 members 
Mstep: Class 65 contains 10550 members 
Mstep: Class 66 contains 5222 members 
Mstep: Class 67 contains 466 members 
Mstep: Class 68 contains 1008 members 
Mstep: Class 69 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134494000.000000 Penalty: 238245.875000
Iteration 122Q: 70 clusters Score -1.34494e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 76575 members 
Mstep: Class 5 contains 133914 members 
Mstep: Class 6 contains 28173 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 174151 members 
Mstep: Class 11 contains 41409 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 34599 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 67774 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 40614 members 
Mstep: Class 25 contains 10308 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 106874 members 
Mstep: Class 28 contains 11009 members 
Mstep: Class 29 contains 367 members 
Mstep: Class 30 contains 13732 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 12419 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 11098 members 
Mstep: Class 38 contains 49682 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9389 members 
Mstep: Class 41 contains 5114 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 14596 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2253 members 
Mstep: Class 49 contains 40602 members 
Mstep: Class 50 contains 1526 members 
Mstep: Class 51 contains 14318 members 
Mstep: Class 52 contains 605 members 
Mstep: Class 53 contains 1861 members 
Mstep: Class 54 contains 11450 members 
Mstep: Class 55 contains 11690 members 
Mstep: Class 56 contains 1532 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 6976 members 
Mstep: Class 59 contains 14859 members 
Mstep: Class 60 contains 5304 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 397 members 
Mstep: Class 63 contains 2681 members 
Mstep: Class 64 contains 2662 members 
Mstep: Class 65 contains 10920 members 
Mstep: Class 66 contains 5267 members 
Mstep: Class 67 contains 470 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134494608.000000 Penalty: 238245.875000
Iteration 123Q: 70 clusters Score -1.344946e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 76244 members 
Mstep: Class 5 contains 133803 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 174104 members 
Mstep: Class 11 contains 41140 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 67739 members 
Mstep: Class 23 contains 14568 members 
Mstep: Class 24 contains 40594 members 
Mstep: Class 25 contains 10337 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 106925 members 
Mstep: Class 28 contains 10983 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 13724 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 12358 members 
Mstep: Class 33 contains 4641 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11102 members 
Mstep: Class 38 contains 49776 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9368 members 
Mstep: Class 41 contains 5134 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 14568 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4256 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40613 members 
Mstep: Class 50 contains 1525 members 
Mstep: Class 51 contains 14321 members 
Mstep: Class 52 contains 603 members 
Mstep: Class 53 contains 1861 members 
Mstep: Class 54 contains 11448 members 
Mstep: Class 55 contains 11699 members 
Mstep: Class 56 contains 1533 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 6982 members 
Mstep: Class 59 contains 15115 members 
Mstep: Class 60 contains 5334 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 403 members 
Mstep: Class 63 contains 2707 members 
Mstep: Class 64 contains 2666 members 
Mstep: Class 65 contains 11218 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 1010 members 
Mstep: Class 69 contains 3024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134494976.000000 Penalty: 238245.875000
Iteration 124Q: 70 clusters Score -1.34495e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75989 members 
Mstep: Class 5 contains 133700 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 174067 members 
Mstep: Class 11 contains 40907 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 67705 members 
Mstep: Class 23 contains 14582 members 
Mstep: Class 24 contains 40570 members 
Mstep: Class 25 contains 10359 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 106979 members 
Mstep: Class 28 contains 10953 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 13727 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 12299 members 
Mstep: Class 33 contains 4604 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 11098 members 
Mstep: Class 38 contains 49881 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9353 members 
Mstep: Class 41 contains 5155 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 14550 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 2132 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40608 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14344 members 
Mstep: Class 52 contains 600 members 
Mstep: Class 53 contains 1861 members 
Mstep: Class 54 contains 11446 members 
Mstep: Class 55 contains 11719 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2171 members 
Mstep: Class 58 contains 6983 members 
Mstep: Class 59 contains 15342 members 
Mstep: Class 60 contains 5351 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 402 members 
Mstep: Class 63 contains 2718 members 
Mstep: Class 64 contains 2669 members 
Mstep: Class 65 contains 11481 members 
Mstep: Class 66 contains 5319 members 
Mstep: Class 67 contains 480 members 
Mstep: Class 68 contains 1008 members 
Mstep: Class 69 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134495600.000000 Penalty: 238245.875000
Iteration 125Q: 70 clusters Score -1.344956e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75766 members 
Mstep: Class 5 contains 133619 members 
Mstep: Class 6 contains 28083 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 174054 members 
Mstep: Class 11 contains 40696 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 34742 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67669 members 
Mstep: Class 23 contains 14599 members 
Mstep: Class 24 contains 40566 members 
Mstep: Class 25 contains 10378 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107027 members 
Mstep: Class 28 contains 10930 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 13726 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 12245 members 
Mstep: Class 33 contains 4574 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3320 members 
Mstep: Class 37 contains 11098 members 
Mstep: Class 38 contains 49929 members 
Mstep: Class 39 contains 5310 members 
Mstep: Class 40 contains 9338 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 14539 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4258 members 
Mstep: Class 46 contains 2131 members 
Mstep: Class 47 contains 3651 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40611 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14353 members 
Mstep: Class 52 contains 599 members 
Mstep: Class 53 contains 1862 members 
Mstep: Class 54 contains 11451 members 
Mstep: Class 55 contains 11735 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 6990 members 
Mstep: Class 59 contains 15524 members 
Mstep: Class 60 contains 5367 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 397 members 
Mstep: Class 63 contains 2733 members 
Mstep: Class 64 contains 2672 members 
Mstep: Class 65 contains 11722 members 
Mstep: Class 66 contains 5336 members 
Mstep: Class 67 contains 486 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496128.000000 Penalty: 238245.875000
Iteration 126Q: 70 clusters Score -1.344961e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75544 members 
Mstep: Class 5 contains 133569 members 
Mstep: Class 6 contains 28053 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 174047 members 
Mstep: Class 11 contains 40512 members 
Mstep: Class 12 contains 2102 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67640 members 
Mstep: Class 23 contains 14614 members 
Mstep: Class 24 contains 40566 members 
Mstep: Class 25 contains 10382 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107042 members 
Mstep: Class 28 contains 10923 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13722 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12170 members 
Mstep: Class 33 contains 4539 members 
Mstep: Class 34 contains 3216 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3320 members 
Mstep: Class 37 contains 11111 members 
Mstep: Class 38 contains 49973 members 
Mstep: Class 39 contains 5310 members 
Mstep: Class 40 contains 9321 members 
Mstep: Class 41 contains 5180 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 14525 members 
Mstep: Class 44 contains 7717 members 
Mstep: Class 45 contains 4254 members 
Mstep: Class 46 contains 2131 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40621 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14362 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1864 members 
Mstep: Class 54 contains 11458 members 
Mstep: Class 55 contains 11753 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 2169 members 
Mstep: Class 58 contains 7001 members 
Mstep: Class 59 contains 15681 members 
Mstep: Class 60 contains 5383 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 394 members 
Mstep: Class 63 contains 2748 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 11948 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496320.000000 Penalty: 238245.875000
Iteration 127Q: 70 clusters Score -1.344963e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5653 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75345 members 
Mstep: Class 5 contains 133512 members 
Mstep: Class 6 contains 28041 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 174023 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 34809 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 12490 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67610 members 
Mstep: Class 23 contains 14619 members 
Mstep: Class 24 contains 40566 members 
Mstep: Class 25 contains 10393 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107059 members 
Mstep: Class 28 contains 10909 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13707 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12105 members 
Mstep: Class 33 contains 4515 members 
Mstep: Class 34 contains 3218 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11126 members 
Mstep: Class 38 contains 50033 members 
Mstep: Class 39 contains 5310 members 
Mstep: Class 40 contains 9312 members 
Mstep: Class 41 contains 5190 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14521 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4253 members 
Mstep: Class 46 contains 2131 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40634 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14381 members 
Mstep: Class 52 contains 595 members 
Mstep: Class 53 contains 1865 members 
Mstep: Class 54 contains 11461 members 
Mstep: Class 55 contains 11758 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 2169 members 
Mstep: Class 58 contains 7008 members 
Mstep: Class 59 contains 15840 members 
Mstep: Class 60 contains 5395 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 2757 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 12136 members 
Mstep: Class 66 contains 5356 members 
Mstep: Class 67 contains 494 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496352.000000 Penalty: 238245.875000
Iteration 128Q: 70 clusters Score -1.344964e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75197 members 
Mstep: Class 5 contains 133461 members 
Mstep: Class 6 contains 28009 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173984 members 
Mstep: Class 11 contains 40236 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67593 members 
Mstep: Class 23 contains 14626 members 
Mstep: Class 24 contains 40564 members 
Mstep: Class 25 contains 10398 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107088 members 
Mstep: Class 28 contains 10901 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13701 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12050 members 
Mstep: Class 33 contains 4487 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3322 members 
Mstep: Class 37 contains 11129 members 
Mstep: Class 38 contains 50092 members 
Mstep: Class 39 contains 5310 members 
Mstep: Class 40 contains 9302 members 
Mstep: Class 41 contains 5197 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14510 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4256 members 
Mstep: Class 46 contains 2130 members 
Mstep: Class 47 contains 3651 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40641 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14408 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1865 members 
Mstep: Class 54 contains 11470 members 
Mstep: Class 55 contains 11762 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7017 members 
Mstep: Class 59 contains 15999 members 
Mstep: Class 60 contains 5405 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 391 members 
Mstep: Class 63 contains 2764 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12285 members 
Mstep: Class 66 contains 5361 members 
Mstep: Class 67 contains 494 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496384.000000 Penalty: 238245.875000
Iteration 129Q: 70 clusters Score -1.344964e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 75049 members 
Mstep: Class 5 contains 133413 members 
Mstep: Class 6 contains 27986 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173949 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 34820 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 12481 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67565 members 
Mstep: Class 23 contains 14633 members 
Mstep: Class 24 contains 40554 members 
Mstep: Class 25 contains 10404 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107119 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12001 members 
Mstep: Class 33 contains 4461 members 
Mstep: Class 34 contains 3220 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3322 members 
Mstep: Class 37 contains 11121 members 
Mstep: Class 38 contains 50143 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9294 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14497 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 2128 members 
Mstep: Class 47 contains 3651 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40654 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14424 members 
Mstep: Class 52 contains 594 members 
Mstep: Class 53 contains 1866 members 
Mstep: Class 54 contains 11473 members 
Mstep: Class 55 contains 11774 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7023 members 
Mstep: Class 59 contains 16150 members 
Mstep: Class 60 contains 5410 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 2773 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12426 members 
Mstep: Class 66 contains 5371 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496704.000000 Penalty: 238245.875000
Iteration 130Q: 70 clusters Score -1.344967e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 74908 members 
Mstep: Class 5 contains 133370 members 
Mstep: Class 6 contains 27972 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173926 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 34828 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 12482 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67550 members 
Mstep: Class 23 contains 14642 members 
Mstep: Class 24 contains 40540 members 
Mstep: Class 25 contains 10406 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107149 members 
Mstep: Class 28 contains 10885 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11962 members 
Mstep: Class 33 contains 4445 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11124 members 
Mstep: Class 38 contains 50196 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9284 members 
Mstep: Class 41 contains 5225 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14482 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4261 members 
Mstep: Class 46 contains 2127 members 
Mstep: Class 47 contains 3651 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40660 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14429 members 
Mstep: Class 52 contains 596 members 
Mstep: Class 53 contains 1866 members 
Mstep: Class 54 contains 11473 members 
Mstep: Class 55 contains 11781 members 
Mstep: Class 56 contains 1535 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 7028 members 
Mstep: Class 59 contains 16269 members 
Mstep: Class 60 contains 5417 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 391 members 
Mstep: Class 63 contains 2778 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12549 members 
Mstep: Class 66 contains 5381 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496928.000000 Penalty: 238245.875000
Iteration 131Q: 70 clusters Score -1.344969e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74777 members 
Mstep: Class 5 contains 133335 members 
Mstep: Class 6 contains 27966 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173914 members 
Mstep: Class 11 contains 39961 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 4784 members 
Mstep: Class 19 contains 12482 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67532 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 40529 members 
Mstep: Class 25 contains 10417 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107165 members 
Mstep: Class 28 contains 10880 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11919 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 3221 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11120 members 
Mstep: Class 38 contains 50231 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9275 members 
Mstep: Class 41 contains 5237 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14478 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4265 members 
Mstep: Class 46 contains 2127 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40666 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14423 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1866 members 
Mstep: Class 54 contains 11472 members 
Mstep: Class 55 contains 11786 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 2166 members 
Mstep: Class 58 contains 7034 members 
Mstep: Class 59 contains 16391 members 
Mstep: Class 60 contains 5421 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2778 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12664 members 
Mstep: Class 66 contains 5396 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497024.000000 Penalty: 238245.875000
Iteration 132Q: 70 clusters Score -1.34497e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5620 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 74678 members 
Mstep: Class 5 contains 133322 members 
Mstep: Class 6 contains 27951 members 
Mstep: Class 7 contains 6094 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173886 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 2097 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 12484 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67523 members 
Mstep: Class 23 contains 14662 members 
Mstep: Class 24 contains 40502 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107189 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11886 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3322 members 
Mstep: Class 37 contains 11110 members 
Mstep: Class 38 contains 50265 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9262 members 
Mstep: Class 41 contains 5245 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14469 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4264 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40667 members 
Mstep: Class 50 contains 1524 members 
Mstep: Class 51 contains 14421 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1867 members 
Mstep: Class 54 contains 11472 members 
Mstep: Class 55 contains 11791 members 
Mstep: Class 56 contains 1535 members 
Mstep: Class 57 contains 2165 members 
Mstep: Class 58 contains 7038 members 
Mstep: Class 59 contains 16489 members 
Mstep: Class 60 contains 5428 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2781 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 12755 members 
Mstep: Class 66 contains 5407 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1007 members 
Mstep: Class 69 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496800.000000 Penalty: 238245.875000
Iteration 133Q: 70 clusters Score -1.344968e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74598 members 
Mstep: Class 5 contains 133309 members 
Mstep: Class 6 contains 27940 members 
Mstep: Class 7 contains 6094 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173849 members 
Mstep: Class 11 contains 39806 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 34848 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7259 members 
Mstep: Class 18 contains 4781 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67513 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 40486 members 
Mstep: Class 25 contains 10439 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107209 members 
Mstep: Class 28 contains 10876 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11858 members 
Mstep: Class 33 contains 4397 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11107 members 
Mstep: Class 38 contains 50296 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9248 members 
Mstep: Class 41 contains 5253 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14469 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4265 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40667 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14427 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1868 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11796 members 
Mstep: Class 56 contains 1535 members 
Mstep: Class 57 contains 2165 members 
Mstep: Class 58 contains 7041 members 
Mstep: Class 59 contains 16592 members 
Mstep: Class 60 contains 5432 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2783 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 12829 members 
Mstep: Class 66 contains 5421 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1006 members 
Mstep: Class 69 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496736.000000 Penalty: 238245.875000
Iteration 134Q: 70 clusters Score -1.344967e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74518 members 
Mstep: Class 5 contains 133307 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173824 members 
Mstep: Class 11 contains 39730 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67506 members 
Mstep: Class 23 contains 14673 members 
Mstep: Class 24 contains 40469 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107231 members 
Mstep: Class 28 contains 10871 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11831 members 
Mstep: Class 33 contains 4382 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11112 members 
Mstep: Class 38 contains 50326 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9234 members 
Mstep: Class 41 contains 5257 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14464 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4267 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40668 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14440 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1868 members 
Mstep: Class 54 contains 11470 members 
Mstep: Class 55 contains 11801 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2165 members 
Mstep: Class 58 contains 7050 members 
Mstep: Class 59 contains 16669 members 
Mstep: Class 60 contains 5437 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2785 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12902 members 
Mstep: Class 66 contains 5426 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1005 members 
Mstep: Class 69 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496816.000000 Penalty: 238245.875000
Iteration 135Q: 70 clusters Score -1.344968e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74447 members 
Mstep: Class 5 contains 133281 members 
Mstep: Class 6 contains 27931 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173800 members 
Mstep: Class 11 contains 39663 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 34840 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 12484 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67507 members 
Mstep: Class 23 contains 14676 members 
Mstep: Class 24 contains 40459 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107256 members 
Mstep: Class 28 contains 10868 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11811 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3320 members 
Mstep: Class 37 contains 11112 members 
Mstep: Class 38 contains 50353 members 
Mstep: Class 39 contains 5315 members 
Mstep: Class 40 contains 9224 members 
Mstep: Class 41 contains 5259 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14460 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4267 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40667 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14447 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11801 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2165 members 
Mstep: Class 58 contains 7060 members 
Mstep: Class 59 contains 16741 members 
Mstep: Class 60 contains 5439 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2786 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 12983 members 
Mstep: Class 66 contains 5431 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496784.000000 Penalty: 238245.875000
Iteration 136Q: 70 clusters Score -1.344968e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74393 members 
Mstep: Class 5 contains 133260 members 
Mstep: Class 6 contains 27931 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173784 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 34839 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 4778 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67500 members 
Mstep: Class 23 contains 14675 members 
Mstep: Class 24 contains 40448 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107278 members 
Mstep: Class 28 contains 10865 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13689 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11799 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11102 members 
Mstep: Class 38 contains 50373 members 
Mstep: Class 39 contains 5315 members 
Mstep: Class 40 contains 9212 members 
Mstep: Class 41 contains 5262 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14451 members 
Mstep: Class 44 contains 7723 members 
Mstep: Class 45 contains 4268 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40668 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14455 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1868 members 
Mstep: Class 54 contains 11472 members 
Mstep: Class 55 contains 11804 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2165 members 
Mstep: Class 58 contains 7068 members 
Mstep: Class 59 contains 16801 members 
Mstep: Class 60 contains 5445 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2788 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13038 members 
Mstep: Class 66 contains 5440 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1005 members 
Mstep: Class 69 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497248.000000 Penalty: 238245.875000
Iteration 137Q: 70 clusters Score -1.344972e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74347 members 
Mstep: Class 5 contains 133248 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173763 members 
Mstep: Class 11 contains 39577 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 34842 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67497 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 40442 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107297 members 
Mstep: Class 28 contains 10863 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13688 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11792 members 
Mstep: Class 33 contains 4309 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3320 members 
Mstep: Class 37 contains 11099 members 
Mstep: Class 38 contains 50396 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9208 members 
Mstep: Class 41 contains 5261 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14442 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40668 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14456 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11807 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2164 members 
Mstep: Class 58 contains 7070 members 
Mstep: Class 59 contains 16844 members 
Mstep: Class 60 contains 5442 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2789 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13080 members 
Mstep: Class 66 contains 5447 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497376.000000 Penalty: 238245.875000
Iteration 138Q: 70 clusters Score -1.344974e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74290 members 
Mstep: Class 5 contains 133233 members 
Mstep: Class 6 contains 27932 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173738 members 
Mstep: Class 11 contains 39542 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 34842 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67498 members 
Mstep: Class 23 contains 14669 members 
Mstep: Class 24 contains 40433 members 
Mstep: Class 25 contains 10459 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107326 members 
Mstep: Class 28 contains 10866 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13689 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11786 members 
Mstep: Class 33 contains 4278 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11093 members 
Mstep: Class 38 contains 50420 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9196 members 
Mstep: Class 41 contains 5261 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14443 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40666 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14456 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11813 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2164 members 
Mstep: Class 58 contains 7073 members 
Mstep: Class 59 contains 16896 members 
Mstep: Class 60 contains 5440 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2790 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13120 members 
Mstep: Class 66 contains 5454 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497104.000000 Penalty: 238245.875000
Iteration 139Q: 70 clusters Score -1.344971e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74236 members 
Mstep: Class 5 contains 133213 members 
Mstep: Class 6 contains 27925 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173709 members 
Mstep: Class 11 contains 39507 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67494 members 
Mstep: Class 23 contains 14668 members 
Mstep: Class 24 contains 40420 members 
Mstep: Class 25 contains 10459 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107354 members 
Mstep: Class 28 contains 10868 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11777 members 
Mstep: Class 33 contains 4243 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11090 members 
Mstep: Class 38 contains 50437 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9190 members 
Mstep: Class 41 contains 5262 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14441 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40669 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14458 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11822 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2163 members 
Mstep: Class 58 contains 7073 members 
Mstep: Class 59 contains 16950 members 
Mstep: Class 60 contains 5439 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 2791 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13174 members 
Mstep: Class 66 contains 5457 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497088.000000 Penalty: 238245.875000
Iteration 140F: 70 clusters Score -1.344971e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74181 members 
Mstep: Class 5 contains 133201 members 
Mstep: Class 6 contains 27904 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173686 members 
Mstep: Class 11 contains 39472 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12488 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67489 members 
Mstep: Class 23 contains 14668 members 
Mstep: Class 24 contains 40416 members 
Mstep: Class 25 contains 10462 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107390 members 
Mstep: Class 28 contains 10869 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13699 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11772 members 
Mstep: Class 33 contains 4221 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11085 members 
Mstep: Class 38 contains 50443 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9182 members 
Mstep: Class 41 contains 5257 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14438 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40673 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14460 members 
Mstep: Class 52 contains 597 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11830 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2163 members 
Mstep: Class 58 contains 7077 members 
Mstep: Class 59 contains 17005 members 
Mstep: Class 60 contains 5439 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 2791 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13211 members 
Mstep: Class 66 contains 5458 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497152.000000 Penalty: 238245.875000
Iteration 141Q: 70 clusters Score -1.344972e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74127 members 
Mstep: Class 5 contains 133190 members 
Mstep: Class 6 contains 27874 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173661 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 34851 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 7326 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67488 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 40414 members 
Mstep: Class 25 contains 10461 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107419 members 
Mstep: Class 28 contains 10871 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11768 members 
Mstep: Class 33 contains 4174 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3321 members 
Mstep: Class 37 contains 11081 members 
Mstep: Class 38 contains 50449 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9178 members 
Mstep: Class 41 contains 5256 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14435 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40674 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14460 members 
Mstep: Class 52 contains 594 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11840 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2164 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 17056 members 
Mstep: Class 60 contains 5438 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 394 members 
Mstep: Class 63 contains 2791 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13235 members 
Mstep: Class 66 contains 5458 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497584.000000 Penalty: 238245.875000
Iteration 142Q: 70 clusters Score -1.344976e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74074 members 
Mstep: Class 5 contains 133191 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173629 members 
Mstep: Class 11 contains 39428 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 34858 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12488 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67483 members 
Mstep: Class 23 contains 14674 members 
Mstep: Class 24 contains 40400 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107449 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11766 members 
Mstep: Class 33 contains 4131 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3322 members 
Mstep: Class 37 contains 11077 members 
Mstep: Class 38 contains 50459 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9173 members 
Mstep: Class 41 contains 5256 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14425 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40673 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14459 members 
Mstep: Class 52 contains 592 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11855 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2166 members 
Mstep: Class 58 contains 7083 members 
Mstep: Class 59 contains 17108 members 
Mstep: Class 60 contains 5438 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 2791 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13262 members 
Mstep: Class 66 contains 5459 members 
Mstep: Class 67 contains 498 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497632.000000 Penalty: 238245.875000
Iteration 143Q: 70 clusters Score -1.344976e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 74021 members 
Mstep: Class 5 contains 133182 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173605 members 
Mstep: Class 11 contains 39409 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 34865 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67480 members 
Mstep: Class 23 contains 14677 members 
Mstep: Class 24 contains 40374 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107485 members 
Mstep: Class 28 contains 10877 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11762 members 
Mstep: Class 33 contains 4090 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 11074 members 
Mstep: Class 38 contains 50463 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9169 members 
Mstep: Class 41 contains 5256 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14424 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40672 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14461 members 
Mstep: Class 52 contains 589 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11874 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2168 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 17157 members 
Mstep: Class 60 contains 5439 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 394 members 
Mstep: Class 63 contains 2792 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13285 members 
Mstep: Class 66 contains 5461 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497888.000000 Penalty: 238245.875000
Iteration 144Q: 70 clusters Score -1.344979e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 73976 members 
Mstep: Class 5 contains 133176 members 
Mstep: Class 6 contains 27793 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173581 members 
Mstep: Class 11 contains 39383 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 34871 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 67474 members 
Mstep: Class 23 contains 14678 members 
Mstep: Class 24 contains 40347 members 
Mstep: Class 25 contains 10455 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107515 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11761 members 
Mstep: Class 33 contains 4039 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 50470 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9166 members 
Mstep: Class 41 contains 5259 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14419 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40674 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14458 members 
Mstep: Class 52 contains 592 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11887 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2169 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17205 members 
Mstep: Class 60 contains 5439 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 2792 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13316 members 
Mstep: Class 66 contains 5464 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498016.000000 Penalty: 238245.875000
Iteration 145Q: 70 clusters Score -1.34498e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 73937 members 
Mstep: Class 5 contains 133158 members 
Mstep: Class 6 contains 27769 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173559 members 
Mstep: Class 11 contains 39366 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 34868 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12484 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67469 members 
Mstep: Class 23 contains 14682 members 
Mstep: Class 24 contains 40328 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107558 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 3987 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 11068 members 
Mstep: Class 38 contains 50471 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9160 members 
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Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14412 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14460 members 
Mstep: Class 52 contains 594 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11898 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2170 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 17240 members 
Mstep: Class 60 contains 5438 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 389 members 
Mstep: Class 63 contains 2792 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13351 members 
Mstep: Class 66 contains 5466 members 
Mstep: Class 67 contains 502 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498128.000000 Penalty: 238245.875000
Iteration 146Q: 70 clusters Score -1.344981e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 73899 members 
Mstep: Class 5 contains 133151 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173545 members 
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Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 34868 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12480 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67462 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 40304 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107584 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11755 members 
Mstep: Class 33 contains 3914 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 11065 members 
Mstep: Class 38 contains 50471 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9160 members 
Mstep: Class 41 contains 5256 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14404 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14463 members 
Mstep: Class 52 contains 593 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11915 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2171 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 17271 members 
Mstep: Class 60 contains 5437 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2792 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13386 members 
Mstep: Class 66 contains 5467 members 
Mstep: Class 67 contains 504 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498176.000000 Penalty: 238245.875000
Iteration 147Q: 70 clusters Score -1.344982e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 73877 members 
Mstep: Class 5 contains 133144 members 
Mstep: Class 6 contains 27730 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173534 members 
Mstep: Class 11 contains 39312 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 34872 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67459 members 
Mstep: Class 23 contains 14680 members 
Mstep: Class 24 contains 40287 members 
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Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11750 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 50462 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9158 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14402 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14464 members 
Mstep: Class 52 contains 593 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11937 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2174 members 
Mstep: Class 58 contains 7092 members 
Mstep: Class 59 contains 17302 members 
Mstep: Class 60 contains 5436 members 
Mstep: Class 61 contains 2681 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2793 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13411 members 
Mstep: Class 66 contains 5467 members 
Mstep: Class 67 contains 505 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498384.000000 Penalty: 238245.875000
Iteration 148Q: 70 clusters Score -1.344984e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73849 members 
Mstep: Class 5 contains 133138 members 
Mstep: Class 6 contains 27718 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173517 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 34873 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
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Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67451 members 
Mstep: Class 23 contains 14677 members 
Mstep: Class 24 contains 40260 members 
Mstep: Class 25 contains 10459 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11746 members 
Mstep: Class 33 contains 3696 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 11063 members 
Mstep: Class 38 contains 50470 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9162 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14403 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14466 members 
Mstep: Class 52 contains 592 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11954 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2176 members 
Mstep: Class 58 contains 7092 members 
Mstep: Class 59 contains 17327 members 
Mstep: Class 60 contains 5435 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2794 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13429 members 
Mstep: Class 66 contains 5468 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498736.000000 Penalty: 238245.875000
Iteration 149Q: 70 clusters Score -1.344987e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73815 members 
Mstep: Class 5 contains 133133 members 
Mstep: Class 6 contains 27706 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173503 members 
Mstep: Class 11 contains 39278 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12473 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67450 members 
Mstep: Class 23 contains 14678 members 
Mstep: Class 24 contains 40243 members 
Mstep: Class 25 contains 10457 members 
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Mstep: Class 27 contains 107641 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11739 members 
Mstep: Class 33 contains 3583 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3317 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 50470 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 5260 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14402 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14462 members 
Mstep: Class 52 contains 586 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 11974 members 
Mstep: Class 56 contains 1536 members 
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Mstep: Class 58 contains 7092 members 
Mstep: Class 59 contains 17352 members 
Mstep: Class 60 contains 5435 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2794 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13449 members 
Mstep: Class 66 contains 5470 members 
Mstep: Class 67 contains 513 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498928.000000 Penalty: 238245.875000
Iteration 150Q: 70 clusters Score -1.344989e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73775 members 
Mstep: Class 5 contains 133121 members 
Mstep: Class 6 contains 27684 members 
Mstep: Class 7 contains 6088 members 
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Mstep: Class 9 contains 4428 members 
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Mstep: Class 11 contains 39278 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 34887 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
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Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12471 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67443 members 
Mstep: Class 23 contains 14678 members 
Mstep: Class 24 contains 40222 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13675 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11734 members 
Mstep: Class 33 contains 3509 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 50470 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 5254 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14397 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1523 members 
Mstep: Class 51 contains 14462 members 
Mstep: Class 52 contains 583 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 12002 members 
Mstep: Class 56 contains 1536 members 
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Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17373 members 
Mstep: Class 60 contains 5435 members 
Mstep: Class 61 contains 2678 members 
Mstep: Class 62 contains 385 members 
Mstep: Class 63 contains 2794 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13469 members 
Mstep: Class 66 contains 5471 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499040.000000 Penalty: 238245.875000
Iteration 151Q: 70 clusters Score -1.34499e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73752 members 
Mstep: Class 5 contains 133117 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 6088 members 
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Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
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Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12468 members 
Mstep: Class 20 contains 7333 members 
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Mstep: Class 22 contains 67436 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13674 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11730 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 50464 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 5258 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14395 members 
Mstep: Class 44 contains 7719 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40678 members 
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Mstep: Class 52 contains 581 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
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Mstep: Class 66 contains 5472 members 
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Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499184.000000 Penalty: 238245.875000
Iteration 152Q: 70 clusters Score -1.344992e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73737 members 
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Mstep: Class 6 contains 27632 members 
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Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
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Mstep: Class 19 contains 12467 members 
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Mstep: Class 24 contains 40178 members 
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Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13675 members 
Mstep: Class 31 contains 1108 members 
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Mstep: Class 33 contains 3390 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
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Mstep: Class 38 contains 50462 members 
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Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 5260 members 
Mstep: Class 42 contains 394 members 
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Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2124 members 
Mstep: Class 47 contains 3650 members 
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Mstep: Class 49 contains 40680 members 
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Mstep: Class 51 contains 14455 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
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Mstep: Class 62 contains 382 members 
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Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 524 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499168.000000 Penalty: 238245.875000
Iteration 153Q: 70 clusters Score -1.344992e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 73724 members 
Mstep: Class 5 contains 133106 members 
Mstep: Class 6 contains 27605 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173462 members 
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Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 34898 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12465 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67427 members 
Mstep: Class 23 contains 14683 members 
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Mstep: Class 28 contains 10871 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 50458 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9163 members 
Mstep: Class 41 contains 5263 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14386 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40683 members 
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Mstep: Class 51 contains 14451 members 
Mstep: Class 52 contains 577 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11471 members 
Mstep: Class 55 contains 12096 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2200 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17432 members 
Mstep: Class 60 contains 5435 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 382 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13517 members 
Mstep: Class 66 contains 5479 members 
Mstep: Class 67 contains 526 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498944.000000 Penalty: 238245.875000
Iteration 154Q: 70 clusters Score -1.344989e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 133105 members 
Mstep: Class 6 contains 27570 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173449 members 
Mstep: Class 11 contains 39221 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67430 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 40112 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107753 members 
Mstep: Class 28 contains 10871 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 11059 members 
Mstep: Class 38 contains 50463 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9161 members 
Mstep: Class 41 contains 5268 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14376 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 572 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11470 members 
Mstep: Class 55 contains 12127 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2207 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17447 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 384 members 
Mstep: Class 63 contains 2796 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13538 members 
Mstep: Class 66 contains 5481 members 
Mstep: Class 67 contains 527 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498928.000000 Penalty: 238245.875000
Iteration 155Q: 70 clusters Score -1.344989e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73707 members 
Mstep: Class 5 contains 133096 members 
Mstep: Class 6 contains 27534 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173439 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12458 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 40072 members 
Mstep: Class 25 contains 10440 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107771 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11717 members 
Mstep: Class 33 contains 3245 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11058 members 
Mstep: Class 38 contains 50464 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9159 members 
Mstep: Class 41 contains 5270 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14370 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14450 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11469 members 
Mstep: Class 55 contains 12143 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2209 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17453 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 386 members 
Mstep: Class 63 contains 2796 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13556 members 
Mstep: Class 66 contains 5481 members 
Mstep: Class 67 contains 528 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499072.000000 Penalty: 238245.875000
Iteration 156Q: 70 clusters Score -1.344991e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73699 members 
Mstep: Class 5 contains 133091 members 
Mstep: Class 6 contains 27506 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12451 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3276 members 
Mstep: Class 22 contains 67426 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 40041 members 
Mstep: Class 25 contains 10440 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107789 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11053 members 
Mstep: Class 38 contains 50447 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9156 members 
Mstep: Class 41 contains 5279 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14367 members 
Mstep: Class 44 contains 7721 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2123 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40683 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 567 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11469 members 
Mstep: Class 55 contains 12159 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2212 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17465 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13574 members 
Mstep: Class 66 contains 5482 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499104.000000 Penalty: 238245.875000
Iteration 157Q: 70 clusters Score -1.344991e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73681 members 
Mstep: Class 5 contains 133085 members 
Mstep: Class 6 contains 27486 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 34908 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12445 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3276 members 
Mstep: Class 22 contains 67428 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 40000 members 
Mstep: Class 25 contains 10436 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107810 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 3196 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 11051 members 
Mstep: Class 38 contains 50451 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9152 members 
Mstep: Class 41 contains 5287 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14365 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14453 members 
Mstep: Class 52 contains 568 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12167 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7094 members 
Mstep: Class 59 contains 17474 members 
Mstep: Class 60 contains 5433 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13586 members 
Mstep: Class 66 contains 5483 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499120.000000 Penalty: 238245.875000
Iteration 158Q: 70 clusters Score -1.344991e+08 nChanged 270
Entering ConstructFrom: 
Score: -134499120.000000 Penalty: 238245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -592112.375000 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -592112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587675.875000 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -587675.9 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -588784.937500 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -588784.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -589015.062500 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -589015.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -589165.812500 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -589165.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -589280.625000 Penalty: 4208.703613
	Iteration 4Q: 3 clusters Score -589280.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -589373.937500 Penalty: 4208.703613
	Iteration 5Q: 3 clusters Score -589373.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -589448.750000 Penalty: 4208.703613
	Iteration 6Q: 3 clusters Score -589448.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -589524.625000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -589524.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -589603.875000 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -589603.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -589715.750000 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -589715.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -589837.562500 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -589837.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -589943.250000 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -589943.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -590031.375000 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -590031.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -590117.187500 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -590117.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -590208.437500 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -590208.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -590300.000000 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -590300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -590372.500000 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -590372.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -590436.812500 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -590436.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -590489.812500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -590489.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -590535.125000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -590535.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -590556.562500 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -590556.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -590576.437500 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -590576.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -590590.562500 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -590590.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -590601.125000 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -590601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -590609.937500 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -590609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -590617.562500 Penalty: 4208.703613
	Iteration 25Q: 3 clusters Score -590617.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -590626.937500 Penalty: 4208.703613
	Iteration 26Q: 3 clusters Score -590626.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -590637.562500 Penalty: 4208.703613
	Iteration 27Q: 3 clusters Score -590637.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -590643.187500 Penalty: 4208.703613
	Iteration 28Q: 3 clusters Score -590643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -590650.187500 Penalty: 4208.703613
	Iteration 29Q: 3 clusters Score -590650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -590650.875000 Penalty: 4208.703613
	Iteration 30Q: 3 clusters Score -590650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -590654.125000 Penalty: 4208.703613
	Iteration 31Q: 3 clusters Score -590654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -590657.125000 Penalty: 4208.703613
	Iteration 32Q: 3 clusters Score -590657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -590658.250000 Penalty: 4208.703613
	Iteration 33Q: 3 clusters Score -590658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -590661.125000 Penalty: 4208.703613
	Iteration 34Q: 3 clusters Score -590661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -590663.062500 Penalty: 4208.703613
	Iteration 35Q: 3 clusters Score -590663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -590663.625000 Penalty: 4208.703613
	Iteration 36Q: 3 clusters Score -590663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -590665.125000 Penalty: 4208.703613
	Iteration 37Q: 3 clusters Score -590665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -590669.062500 Penalty: 4208.703613
	Iteration 38Q: 3 clusters Score -590669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -590671.500000 Penalty: 4208.703613
	Iteration 39Q: 3 clusters Score -590671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -590672.312500 Penalty: 4208.703613
	Iteration 40F: 3 clusters Score -590672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -590672.562500 Penalty: 4208.703613
	Iteration 41Q: 3 clusters Score -590672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -590673.250000 Penalty: 4208.703613
	Iteration 42Q: 3 clusters Score -590673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -590673.250000 Penalty: 4208.703613
	Iteration 43F: 3 clusters Score -590673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -602805.562500 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -602805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -597921.937500 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -597921.9 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -599390.000000 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -599390 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -599825.687500 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -599825.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -600214.250000 Penalty: 4276.290527
	Iteration 3F: 3 clusters Score -600214.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -600548.437500 Penalty: 4276.290527
	Iteration 4F: 3 clusters Score -600548.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -600772.562500 Penalty: 4276.290527
	Iteration 5F: 3 clusters Score -600772.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -600960.875000 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -600960.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -601087.250000 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -601087.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -601153.000000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -601153 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -601228.000000 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -601228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -601283.500000 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -601283.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -601336.250000 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -601336.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -601399.062500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -601399.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -601460.125000 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -601460.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -601513.875000 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -601513.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -601562.625000 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -601562.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -601604.875000 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -601604.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -601647.812500 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -601647.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -601675.312500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -601675.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -601706.312500 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -601706.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -601738.812500 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -601738.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -601771.312500 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -601771.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -601803.125000 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -601803.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -601827.750000 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -601827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -601837.187500 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -601837.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -601850.375000 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -601850.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -601865.187500 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -601865.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -601888.312500 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -601888.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -601913.500000 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -601913.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -601933.750000 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -601933.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -601952.625000 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -601952.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -601963.937500 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -601963.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -601977.187500 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -601977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -601983.750000 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -601983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -601997.562500 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -601997.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -602009.437500 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -602009.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -602018.125000 Penalty: 4276.290527
	Iteration 36Q: 3 clusters Score -602018.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -602023.687500 Penalty: 4276.290527
	Iteration 37Q: 3 clusters Score -602023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -602030.187500 Penalty: 4276.290527
	Iteration 38Q: 3 clusters Score -602030.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -602038.312500 Penalty: 4276.290527
	Iteration 39Q: 3 clusters Score -602038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -602044.875000 Penalty: 4276.290527
	Iteration 40F: 3 clusters Score -602044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -602049.812500 Penalty: 4276.290527
	Iteration 41Q: 3 clusters Score -602049.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -602058.312500 Penalty: 4276.290527
	Iteration 42Q: 3 clusters Score -602058.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -602065.437500 Penalty: 4276.290527
	Iteration 43Q: 3 clusters Score -602065.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -602075.500000 Penalty: 4276.290527
	Iteration 44Q: 3 clusters Score -602075.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -602089.500000 Penalty: 4276.290527
	Iteration 45Q: 3 clusters Score -602089.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -602097.562500 Penalty: 4276.290527
	Iteration 46Q: 3 clusters Score -602097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -602105.312500 Penalty: 4276.290527
	Iteration 47Q: 3 clusters Score -602105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -602109.125000 Penalty: 4276.290527
	Iteration 48Q: 3 clusters Score -602109.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -602114.187500 Penalty: 4276.290527
	Iteration 49Q: 3 clusters Score -602114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -602119.437500 Penalty: 4276.290527
	Iteration 50Q: 3 clusters Score -602119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -602121.625000 Penalty: 4276.290527
	Iteration 51Q: 3 clusters Score -602121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -602122.437500 Penalty: 4276.290527
	Iteration 52Q: 3 clusters Score -602122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602122.875000 Penalty: 4276.290527
	Iteration 53Q: 3 clusters Score -602122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -602122.750000 Penalty: 4276.290527
	Iteration 54Q: 3 clusters Score -602122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -602122.750000 Penalty: 4276.290527
	Iteration 55F: 3 clusters Score -602122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -556568.437500 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -556568.4 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 2355 members 
Entering Unmasked Estep 
Score: -552340.937500 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -552340.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -553398.437500 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -553398.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -553664.000000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -553664 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -553909.500000 Penalty: 4184.892578
	Iteration 3F: 3 clusters Score -553909.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -554106.062500 Penalty: 4184.892578
	Iteration 4F: 3 clusters Score -554106.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -554283.375000 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -554283.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -554473.375000 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -554473.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -554674.875000 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -554674.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -554852.562500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -554852.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -554989.625000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -554989.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -555081.875000 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -555081.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -555157.875000 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -555157.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -555210.750000 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -555210.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -555244.500000 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -555244.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -555279.125000 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -555279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -555302.937500 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -555302.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -555323.437500 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -555323.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -555336.375000 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -555336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -555339.750000 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -555339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -555342.562500 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -555342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -555345.875000 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -555345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -555351.125000 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -555351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -555353.562500 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -555353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -555355.750000 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -555355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -555357.187500 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -555357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -555357.250000 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -555357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -555357.250000 Penalty: 4184.892578
	Iteration 26F: 3 clusters Score -555357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Entering Unmasked Estep 
Score: -9100937.000000 Penalty: 2779.399658
	Iteration 0F: 2 clusters Score -9100937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -9051764.000000 Penalty: 5558.799316
	Iteration 0F: 3 clusters Score -9051764 nChanged 34457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -9071876.000000 Penalty: 5558.799316
	Iteration 1F: 3 clusters Score -9071876 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -9074030.000000 Penalty: 5558.799316
	Iteration 2F: 3 clusters Score -9074030 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -9077397.000000 Penalty: 5558.799316
	Iteration 3F: 3 clusters Score -9077397 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9081864.000000 Penalty: 5558.799316
	Iteration 4F: 3 clusters Score -9081864 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9086934.000000 Penalty: 5558.799316
	Iteration 5F: 3 clusters Score -9086934 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -9091443.000000 Penalty: 5558.799316
	Iteration 6F: 3 clusters Score -9091443 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -9094702.000000 Penalty: 5558.799316
	Iteration 7F: 3 clusters Score -9094702 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -9096635.000000 Penalty: 5558.799316
	Iteration 8Q: 3 clusters Score -9096635 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -9097754.000000 Penalty: 5558.799316
	Iteration 9Q: 3 clusters Score -9097754 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -9098442.000000 Penalty: 5558.799316
	Iteration 10Q: 3 clusters Score -9098442 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -9098881.000000 Penalty: 5558.799316
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Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23465 members 
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Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 50020 members 
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Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 49849 members 
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Mstep: Class 1 contains 23952 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9099661 nChanged 186
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Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9099645 nChanged 146
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Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9099677 nChanged 130
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Mstep: Class 1 contains 24337 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9099675 nChanged 102
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9099695 nChanged 72
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Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9099674 nChanged 60
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Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9099692 nChanged 54
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Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9099691 nChanged 43
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Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9099689 nChanged 36
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Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9099690 nChanged 34
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Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9099696 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9099711 nChanged 35
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Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9099704 nChanged 35
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Mstep: Class 1 contains 24792 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9099694 nChanged 38
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Mstep: Class 1 contains 24830 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9099692 nChanged 34
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Mstep: Class 1 contains 24862 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9099688 nChanged 28
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9099674 nChanged 25
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Mstep: Class 1 contains 24915 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9099686 nChanged 26
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9099693 nChanged 18
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9099695 nChanged 20
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9099676 nChanged 26
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	Iteration 43Q: 3 clusters Score -9099667 nChanged 20
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	Iteration 44Q: 3 clusters Score -9099667 nChanged 24
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Mstep: Class 1 contains 25121 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9099689 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25147 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9099690 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9099682 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25199 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9099699 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9099702 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25242 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9099715 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25265 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9099723 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25290 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9099723 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25320 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9099707 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25353 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9099710 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9099700 nChanged 23
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9099716 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25428 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9099702 nChanged 24
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Mstep: Class 1 contains 25452 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9099695 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25479 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9099708 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9099710 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -9099714.000000 Penalty: 5558.799316
	Iteration 61Q: 3 clusters Score -9099714 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9099712 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9099712 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9099714 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25607 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9099712 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25616 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9099721 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25626 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9099723 nChanged 13
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Mstep: Class 1 contains 25639 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9099725 nChanged 19
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9099731 nChanged 21
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Mstep: Class 1 contains 25677 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9099723 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25696 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9099736 nChanged 18
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Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9099741 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9099741 nChanged 16
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Mstep: Class 1 contains 25739 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9099739 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9099740 nChanged 9
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Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9099740 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9099737 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9099737 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9099726 nChanged 5
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Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9099727 nChanged 3
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Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9099729 nChanged 3
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Mstep: Class 1 contains 25802 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9099733 nChanged 2
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Mstep: Class 1 contains 25804 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9099733 nChanged 3
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Mstep: Class 1 contains 25807 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9099731 nChanged 1
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9099731 nChanged 2
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Mstep: Class 1 contains 25810 members 
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	Iteration 86Q: 3 clusters Score -9099727 nChanged 1
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Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9099724 nChanged 1
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Mstep: Class 1 contains 25812 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9099721 nChanged 2
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Mstep: Class 1 contains 25814 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9099726 nChanged 2
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Mstep: Class 1 contains 25816 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9099723 nChanged 3
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Mstep: Class 1 contains 25819 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9099722 nChanged 2
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9099731 nChanged 1
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9099732 nChanged 0
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	Iteration 94F: 3 clusters Score -9099732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1.66319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 66290 members 
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	Iteration 0F: 3 clusters Score -1.6543e+07 nChanged 63448
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Mstep: Class 1 contains 61826 members 
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	Iteration 1F: 3 clusters Score -1.657948e+07 nChanged 4702
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Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.658077e+07 nChanged 5703
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Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.658302e+07 nChanged 7479
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Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1.658692e+07 nChanged 9605
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Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1.65935e+07 nChanged 11216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1.660283e+07 nChanged 10769
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1.661279e+07 nChanged 8261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -16620621.000000 Penalty: 5852.135742
	Iteration 8F: 3 clusters Score -1.662062e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -16625258.000000 Penalty: 5852.135742
	Iteration 9Q: 3 clusters Score -1.662526e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 130359 members 
Entering Unmasked Estep 
Score: -16627478.000000 Penalty: 5852.135742
	Iteration 10Q: 3 clusters Score -1.662748e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -16628443.000000 Penalty: 5852.135742
	Iteration 11Q: 3 clusters Score -1.662844e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 131925 members 
Entering Unmasked Estep 
Score: -16628930.000000 Penalty: 5852.135742
	Iteration 12Q: 3 clusters Score -1.662893e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -16629100.000000 Penalty: 5852.135742
	Iteration 13Q: 3 clusters Score -1.66291e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -16629203.000000 Penalty: 5852.135742
	Iteration 14Q: 3 clusters Score -1.66292e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -16629270.000000 Penalty: 5852.135742
	Iteration 15Q: 3 clusters Score -1.662927e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -16629310.000000 Penalty: 5852.135742
	Iteration 16Q: 3 clusters Score -1.662931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 132373 members 
Entering Unmasked Estep 
Score: -16629320.000000 Penalty: 5852.135742
	Iteration 17Q: 3 clusters Score -1.662932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -16629360.000000 Penalty: 5852.135742
	Iteration 18Q: 3 clusters Score -1.662936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -16629364.000000 Penalty: 5852.135742
	Iteration 19Q: 3 clusters Score -1.662936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 132432 members 
Entering Unmasked Estep 
Score: -16629390.000000 Penalty: 5852.135742
	Iteration 20F: 3 clusters Score -1.662939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -16629418.000000 Penalty: 5852.135742
	Iteration 21Q: 3 clusters Score -1.662942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -16629427.000000 Penalty: 5852.135742
	Iteration 22Q: 3 clusters Score -1.662943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -16629427.000000 Penalty: 5852.135742
	Iteration 23Q: 3 clusters Score -1.662943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -16629434.000000 Penalty: 5852.135742
	Iteration 24Q: 3 clusters Score -1.662943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 132474 members 
Entering Unmasked Estep 
Score: -16629454.000000 Penalty: 5852.135742
	Iteration 25Q: 3 clusters Score -1.662945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -16629463.000000 Penalty: 5852.135742
	Iteration 26Q: 3 clusters Score -1.662946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -16629480.000000 Penalty: 5852.135742
	Iteration 27Q: 3 clusters Score -1.662948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -16629496.000000 Penalty: 5852.135742
	Iteration 28Q: 3 clusters Score -1.66295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -16629498.000000 Penalty: 5852.135742
	Iteration 29Q: 3 clusters Score -1.66295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -16629507.000000 Penalty: 5852.135742
	Iteration 30Q: 3 clusters Score -1.662951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -16629518.000000 Penalty: 5852.135742
	Iteration 31Q: 3 clusters Score -1.662952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -16629510.000000 Penalty: 5852.135742
	Iteration 32Q: 3 clusters Score -1.662951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -16629517.000000 Penalty: 5852.135742
	Iteration 33Q: 3 clusters Score -1.662952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -16629520.000000 Penalty: 5852.135742
	Iteration 34Q: 3 clusters Score -1.662952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 132489 members 
Entering Unmasked Estep 
Score: -16629524.000000 Penalty: 5852.135742
	Iteration 35Q: 3 clusters Score -1.662952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 132489 members 
Entering Unmasked Estep 
Score: -16629524.000000 Penalty: 5852.135742
	Iteration 36F: 3 clusters Score -1.662952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Entering Unmasked Estep 
Score: -3352463.000000 Penalty: 2534.671387
	Iteration 0F: 2 clusters Score -3352463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3333649.500000 Penalty: 5069.342773
	Iteration 0F: 3 clusters Score -3333650 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3340680.250000 Penalty: 5069.342773
	Iteration 1F: 3 clusters Score -3340680 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3341564.250000 Penalty: 5069.342773
	Iteration 2F: 3 clusters Score -3341564 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3342622.000000 Penalty: 5069.342773
	Iteration 3F: 3 clusters Score -3342622 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3343768.250000 Penalty: 5069.342773
	Iteration 4F: 3 clusters Score -3343768 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3344963.000000 Penalty: 5069.342773
	Iteration 5F: 3 clusters Score -3344963 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3346103.000000 Penalty: 5069.342773
	Iteration 6F: 3 clusters Score -3346103 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3347216.500000 Penalty: 5069.342773
	Iteration 7F: 3 clusters Score -3347216 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3348200.250000 Penalty: 5069.342773
	Iteration 8F: 3 clusters Score -3348200 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3349156.000000 Penalty: 5069.342773
	Iteration 9Q: 3 clusters Score -3349156 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3349915.250000 Penalty: 5069.342773
	Iteration 10Q: 3 clusters Score -3349915 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3350403.000000 Penalty: 5069.342773
	Iteration 11Q: 3 clusters Score -3350403 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3350729.000000 Penalty: 5069.342773
	Iteration 12Q: 3 clusters Score -3350729 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3350941.500000 Penalty: 5069.342773
	Iteration 13Q: 3 clusters Score -3350942 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3351099.500000 Penalty: 5069.342773
	Iteration 14Q: 3 clusters Score -3351100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3351212.250000 Penalty: 5069.342773
	Iteration 15Q: 3 clusters Score -3351212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3351314.500000 Penalty: 5069.342773
	Iteration 16Q: 3 clusters Score -3351314 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3351390.000000 Penalty: 5069.342773
	Iteration 17Q: 3 clusters Score -3351390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3351425.750000 Penalty: 5069.342773
	Iteration 18Q: 3 clusters Score -3351426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3351458.250000 Penalty: 5069.342773
	Iteration 19Q: 3 clusters Score -3351458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3351490.500000 Penalty: 5069.342773
	Iteration 20F: 3 clusters Score -3351490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3351528.500000 Penalty: 5069.342773
	Iteration 21Q: 3 clusters Score -3351528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3351552.250000 Penalty: 5069.342773
	Iteration 22Q: 3 clusters Score -3351552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3351560.500000 Penalty: 5069.342773
	Iteration 23Q: 3 clusters Score -3351560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3351585.250000 Penalty: 5069.342773
	Iteration 24Q: 3 clusters Score -3351585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3351610.750000 Penalty: 5069.342773
	Iteration 25Q: 3 clusters Score -3351611 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3351640.000000 Penalty: 5069.342773
	Iteration 26Q: 3 clusters Score -3351640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3351660.500000 Penalty: 5069.342773
	Iteration 27Q: 3 clusters Score -3351660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3351679.250000 Penalty: 5069.342773
	Iteration 28Q: 3 clusters Score -3351679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3351686.500000 Penalty: 5069.342773
	Iteration 29Q: 3 clusters Score -3351686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3351692.250000 Penalty: 5069.342773
	Iteration 30Q: 3 clusters Score -3351692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3351706.750000 Penalty: 5069.342773
	Iteration 31Q: 3 clusters Score -3351707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3351719.000000 Penalty: 5069.342773
	Iteration 32Q: 3 clusters Score -3351719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3351734.250000 Penalty: 5069.342773
	Iteration 33Q: 3 clusters Score -3351734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3351747.500000 Penalty: 5069.342773
	Iteration 34Q: 3 clusters Score -3351748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3351752.500000 Penalty: 5069.342773
	Iteration 35Q: 3 clusters Score -3351752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3351755.750000 Penalty: 5069.342773
	Iteration 36Q: 3 clusters Score -3351756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3351752.000000 Penalty: 5069.342773
	Iteration 37Q: 3 clusters Score -3351752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3351759.000000 Penalty: 5069.342773
	Iteration 38Q: 3 clusters Score -3351759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3351754.750000 Penalty: 5069.342773
	Iteration 39Q: 3 clusters Score -3351755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3351761.000000 Penalty: 5069.342773
	Iteration 40F: 3 clusters Score -3351761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3351760.250000 Penalty: 5069.342773
	Iteration 41Q: 3 clusters Score -3351760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3351769.000000 Penalty: 5069.342773
	Iteration 42Q: 3 clusters Score -3351769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3351762.250000 Penalty: 5069.342773
	Iteration 43Q: 3 clusters Score -3351762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3351770.500000 Penalty: 5069.342773
	Iteration 44Q: 3 clusters Score -3351770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3351770.000000 Penalty: 5069.342773
	Iteration 45Q: 3 clusters Score -3351770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3351770.250000 Penalty: 5069.342773
	Iteration 46Q: 3 clusters Score -3351770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3351773.250000 Penalty: 5069.342773
	Iteration 47Q: 3 clusters Score -3351773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3351772.500000 Penalty: 5069.342773
	Iteration 48Q: 3 clusters Score -3351772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3351769.750000 Penalty: 5069.342773
	Iteration 49Q: 3 clusters Score -3351770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3351772.750000 Penalty: 5069.342773
	Iteration 50Q: 3 clusters Score -3351773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3351774.250000 Penalty: 5069.342773
	Iteration 51Q: 3 clusters Score -3351774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3351774.250000 Penalty: 5069.342773
	Iteration 52F: 3 clusters Score -3351774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -743775.875000 Penalty: 2161.131348
	Iteration 0F: 2 clusters Score -743775.9 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 2987 members 
Entering Unmasked Estep 
Score: -738674.125000 Penalty: 4322.262695
	Iteration 0F: 3 clusters Score -738674.1 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -739938.812500 Penalty: 4322.262695
	Iteration 1F: 3 clusters Score -739938.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -740203.375000 Penalty: 4322.262695
	Iteration 2F: 3 clusters Score -740203.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -740377.750000 Penalty: 4322.262695
	Iteration 3F: 3 clusters Score -740377.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -740515.562500 Penalty: 4322.262695
	Iteration 4Q: 3 clusters Score -740515.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -740650.000000 Penalty: 4322.262695
	Iteration 5Q: 3 clusters Score -740650 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -740786.687500 Penalty: 4322.262695
	Iteration 6Q: 3 clusters Score -740786.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -740930.625000 Penalty: 4322.262695
	Iteration 7Q: 3 clusters Score -740930.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -741077.312500 Penalty: 4322.262695
	Iteration 8Q: 3 clusters Score -741077.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -741238.937500 Penalty: 4322.262695
	Iteration 9Q: 3 clusters Score -741238.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -741397.562500 Penalty: 4322.262695
	Iteration 10Q: 3 clusters Score -741397.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -741572.812500 Penalty: 4322.262695
	Iteration 11Q: 3 clusters Score -741572.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -741762.312500 Penalty: 4322.262695
	Iteration 12Q: 3 clusters Score -741762.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -741956.375000 Penalty: 4322.262695
	Iteration 13Q: 3 clusters Score -741956.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -742193.187500 Penalty: 4322.262695
	Iteration 14Q: 3 clusters Score -742193.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -742467.625000 Penalty: 4322.262695
	Iteration 15Q: 3 clusters Score -742467.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -742806.250000 Penalty: 4322.262695
	Iteration 16Q: 3 clusters Score -742806.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -743068.187500 Penalty: 4322.262695
	Iteration 17Q: 3 clusters Score -743068.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -743350.187500 Penalty: 4322.262695
	Iteration 18Q: 3 clusters Score -743350.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -743696.500000 Penalty: 4322.262695
	Iteration 19Q: 3 clusters Score -743696.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -743988.875000 Penalty: 4322.262695
	Iteration 20F: 3 clusters Score -743988.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -744113.437500 Penalty: 4322.262695
	Iteration 21Q: 3 clusters Score -744113.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -744162.125000 Penalty: 4322.262695
	Iteration 22Q: 3 clusters Score -744162.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -744183.500000 Penalty: 4322.262695
	Iteration 23Q: 3 clusters Score -744183.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -744194.375000 Penalty: 4322.262695
	Iteration 24Q: 3 clusters Score -744194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -744200.375000 Penalty: 4322.262695
	Iteration 25Q: 3 clusters Score -744200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -744200.125000 Penalty: 4322.262695
	Iteration 26Q: 3 clusters Score -744200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -744202.062500 Penalty: 4322.262695
	Iteration 27Q: 3 clusters Score -744202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -744202.375000 Penalty: 4322.262695
	Iteration 28Q: 3 clusters Score -744202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -744202.375000 Penalty: 4322.262695
	Iteration 29F: 3 clusters Score -744202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 5488 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Mstep: Class 70 contains 2471 members 
Entering Unmasked Estep 
Score: -134498128.000000 Penalty: 241698.718750
Splitting cluster 7 changes total score from -134499120.000000 to -134498128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -332688.437500 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -332688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -329643.968750 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -329644 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -330310.531250 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -330310.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -330549.500000 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -330549.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -330811.718750 Penalty: 3931.057373
	Iteration 3F: 3 clusters Score -330811.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331142.968750 Penalty: 3931.057373
	Iteration 4F: 3 clusters Score -331143 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -331400.687500 Penalty: 3931.057373
	Iteration 5F: 3 clusters Score -331400.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -331606.687500 Penalty: 3931.057373
	Iteration 6F: 3 clusters Score -331606.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -331719.250000 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -331719.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -331782.625000 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -331782.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -331812.406250 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -331812.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -331829.375000 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -331829.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -331837.593750 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -331837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -331840.312500 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -331840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -331841.000000 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -331841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -331841.000000 Penalty: 3931.057373
	Iteration 14F: 3 clusters Score -331841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -534313.250000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -534313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530147.000000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -530147 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -531177.937500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -531177.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -531525.250000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -531525.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -531792.062500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -531792.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -532059.500000 Penalty: 4164.156738
	Iteration 4F: 3 clusters Score -532059.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -532313.500000 Penalty: 4164.156738
	Iteration 5F: 3 clusters Score -532313.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -532537.250000 Penalty: 4164.156738
	Iteration 6F: 3 clusters Score -532537.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -532721.625000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -532721.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -532851.687500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -532851.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -532965.875000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -532965.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -533050.437500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -533050.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -533124.000000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -533124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -533202.625000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -533202.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -533287.312500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -533287.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -533436.812500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -533436.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -533610.437500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -533610.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -533775.687500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -533775.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -533861.187500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -533861.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -533921.500000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -533921.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -533960.812500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -533960.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -533999.812500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -533999.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -534023.562500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -534023.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -534031.937500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -534031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -534038.500000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -534038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -534043.875000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -534043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -534048.562500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -534048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -534049.687500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -534049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -534051.500000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -534051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -534052.250000 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -534052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -534053.312500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -534053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -534053.687500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -534053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -534055.125000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -534055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -534056.062500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -534056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -534058.500000 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -534058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -534058.375000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -534058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -534060.187500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -534060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -534060.187500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -534060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -534061.437500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -534061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -534061.750000 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -534061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -534061.750000 Penalty: 4164.156738
	Iteration 39F: 3 clusters Score -534061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Entering Unmasked Estep 
Score: -21889856.000000 Penalty: 2991.745361
	Iteration 0F: 2 clusters Score -2.188986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -21776516.000000 Penalty: 5983.490723
	Iteration 0F: 3 clusters Score -2.177652e+07 nChanged 82923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -21824070.000000 Penalty: 5983.490723
	Iteration 1F: 3 clusters Score -2.182407e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -21825002.000000 Penalty: 5983.490723
	Iteration 2Q: 3 clusters Score -2.1825e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -21826202.000000 Penalty: 5983.490723
	Iteration 3Q: 3 clusters Score -2.18262e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -21827576.000000 Penalty: 5983.490723
	Iteration 4Q: 3 clusters Score -2.182758e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -21829744.000000 Penalty: 5983.490723
	Iteration 5Q: 3 clusters Score -2.182974e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -21832406.000000 Penalty: 5983.490723
	Iteration 6Q: 3 clusters Score -2.183241e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -21835790.000000 Penalty: 5983.490723
	Iteration 7Q: 3 clusters Score -2.183579e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -21839968.000000 Penalty: 5983.490723
	Iteration 8Q: 3 clusters Score -2.183997e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -21844566.000000 Penalty: 5983.490723
	Iteration 9F: 3 clusters Score -2.184457e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -21850152.000000 Penalty: 5983.490723
	Iteration 10F: 3 clusters Score -2.185015e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -21856134.000000 Penalty: 5983.490723
	Iteration 11F: 3 clusters Score -2.185613e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -21862150.000000 Penalty: 5983.490723
	Iteration 12F: 3 clusters Score -2.186215e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -21866016.000000 Penalty: 5983.490723
	Iteration 13Q: 3 clusters Score -2.186602e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -21867906.000000 Penalty: 5983.490723
	Iteration 14Q: 3 clusters Score -2.186791e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -21869250.000000 Penalty: 5983.490723
	Iteration 15Q: 3 clusters Score -2.186925e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -21869934.000000 Penalty: 5983.490723
	Iteration 16Q: 3 clusters Score -2.186993e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -21870504.000000 Penalty: 5983.490723
	Iteration 17Q: 3 clusters Score -2.18705e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -21870890.000000 Penalty: 5983.490723
	Iteration 18Q: 3 clusters Score -2.187089e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -21871418.000000 Penalty: 5983.490723
	Iteration 19Q: 3 clusters Score -2.187142e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -21871894.000000 Penalty: 5983.490723
	Iteration 20F: 3 clusters Score -2.187189e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -21872260.000000 Penalty: 5983.490723
	Iteration 21Q: 3 clusters Score -2.187226e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -21872542.000000 Penalty: 5983.490723
	Iteration 22Q: 3 clusters Score -2.187254e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -21872840.000000 Penalty: 5983.490723
	Iteration 23Q: 3 clusters Score -2.187284e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -21873066.000000 Penalty: 5983.490723
	Iteration 24Q: 3 clusters Score -2.187307e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -21873228.000000 Penalty: 5983.490723
	Iteration 25Q: 3 clusters Score -2.187323e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -21873464.000000 Penalty: 5983.490723
	Iteration 26Q: 3 clusters Score -2.187346e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -21873614.000000 Penalty: 5983.490723
	Iteration 27Q: 3 clusters Score -2.187361e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -21873832.000000 Penalty: 5983.490723
	Iteration 28Q: 3 clusters Score -2.187383e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -21874004.000000 Penalty: 5983.490723
	Iteration 29Q: 3 clusters Score -2.1874e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -21874166.000000 Penalty: 5983.490723
	Iteration 30Q: 3 clusters Score -2.187417e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -21874248.000000 Penalty: 5983.490723
	Iteration 31Q: 3 clusters Score -2.187425e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -21874368.000000 Penalty: 5983.490723
	Iteration 32Q: 3 clusters Score -2.187437e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -21874446.000000 Penalty: 5983.490723
	Iteration 33Q: 3 clusters Score -2.187445e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -21874662.000000 Penalty: 5983.490723
	Iteration 34Q: 3 clusters Score -2.187466e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 118318 members 
Entering Unmasked Estep 
Score: -21874732.000000 Penalty: 5983.490723
	Iteration 35Q: 3 clusters Score -2.187473e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -21874922.000000 Penalty: 5983.490723
	Iteration 36Q: 3 clusters Score -2.187492e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -21875076.000000 Penalty: 5983.490723
	Iteration 37Q: 3 clusters Score -2.187508e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -21875232.000000 Penalty: 5983.490723
	Iteration 38Q: 3 clusters Score -2.187523e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -21875272.000000 Penalty: 5983.490723
	Iteration 39Q: 3 clusters Score -2.187527e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -21875516.000000 Penalty: 5983.490723
	Iteration 40F: 3 clusters Score -2.187552e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 125303 members 
Entering Unmasked Estep 
Score: -21875694.000000 Penalty: 5983.490723
	Iteration 41Q: 3 clusters Score -2.187569e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 126636 members 
Entering Unmasked Estep 
Score: -21875886.000000 Penalty: 5983.490723
	Iteration 42Q: 3 clusters Score -2.187589e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -21876098.000000 Penalty: 5983.490723
	Iteration 43Q: 3 clusters Score -2.18761e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -21876430.000000 Penalty: 5983.490723
	Iteration 44Q: 3 clusters Score -2.187643e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -21876718.000000 Penalty: 5983.490723
	Iteration 45Q: 3 clusters Score -2.187672e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 132634 members 
Entering Unmasked Estep 
Score: -21877030.000000 Penalty: 5983.490723
	Iteration 46Q: 3 clusters Score -2.187703e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -21877342.000000 Penalty: 5983.490723
	Iteration 47Q: 3 clusters Score -2.187734e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -21877762.000000 Penalty: 5983.490723
	Iteration 48Q: 3 clusters Score -2.187776e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -21878332.000000 Penalty: 5983.490723
	Iteration 49Q: 3 clusters Score -2.187833e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -21878812.000000 Penalty: 5983.490723
	Iteration 50Q: 3 clusters Score -2.187881e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -21879376.000000 Penalty: 5983.490723
	Iteration 51Q: 3 clusters Score -2.187938e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -21880166.000000 Penalty: 5983.490723
	Iteration 52Q: 3 clusters Score -2.188017e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -21880944.000000 Penalty: 5983.490723
	Iteration 53Q: 3 clusters Score -2.188094e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -21881828.000000 Penalty: 5983.490723
	Iteration 54Q: 3 clusters Score -2.188183e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -21882604.000000 Penalty: 5983.490723
	Iteration 55Q: 3 clusters Score -2.18826e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -21883534.000000 Penalty: 5983.490723
	Iteration 56Q: 3 clusters Score -2.188353e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -21884192.000000 Penalty: 5983.490723
	Iteration 57Q: 3 clusters Score -2.188419e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 157108 members 
Entering Unmasked Estep 
Score: -21884834.000000 Penalty: 5983.490723
	Iteration 58Q: 3 clusters Score -2.188483e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 158827 members 
Entering Unmasked Estep 
Score: -21885420.000000 Penalty: 5983.490723
	Iteration 59Q: 3 clusters Score -2.188542e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -21885710.000000 Penalty: 5983.490723
	Iteration 60F: 3 clusters Score -2.188571e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -21886014.000000 Penalty: 5983.490723
	Iteration 61Q: 3 clusters Score -2.188601e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -21886316.000000 Penalty: 5983.490723
	Iteration 62Q: 3 clusters Score -2.188632e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 163863 members 
Entering Unmasked Estep 
Score: -21886648.000000 Penalty: 5983.490723
	Iteration 63Q: 3 clusters Score -2.188665e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -21886780.000000 Penalty: 5983.490723
	Iteration 64Q: 3 clusters Score -2.188678e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -21886964.000000 Penalty: 5983.490723
	Iteration 65Q: 3 clusters Score -2.188696e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 166192 members 
Entering Unmasked Estep 
Score: -21887112.000000 Penalty: 5983.490723
	Iteration 66Q: 3 clusters Score -2.188711e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -21887252.000000 Penalty: 5983.490723
	Iteration 67Q: 3 clusters Score -2.188725e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -21887356.000000 Penalty: 5983.490723
	Iteration 68Q: 3 clusters Score -2.188736e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -21887458.000000 Penalty: 5983.490723
	Iteration 69Q: 3 clusters Score -2.188746e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -21887524.000000 Penalty: 5983.490723
	Iteration 70Q: 3 clusters Score -2.188752e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -21887528.000000 Penalty: 5983.490723
	Iteration 71Q: 3 clusters Score -2.188753e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -21887608.000000 Penalty: 5983.490723
	Iteration 72Q: 3 clusters Score -2.188761e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -21887658.000000 Penalty: 5983.490723
	Iteration 73Q: 3 clusters Score -2.188766e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -21887648.000000 Penalty: 5983.490723
	Iteration 74Q: 3 clusters Score -2.188765e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -21887664.000000 Penalty: 5983.490723
	Iteration 75Q: 3 clusters Score -2.188766e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -21887664.000000 Penalty: 5983.490723
	Iteration 76Q: 3 clusters Score -2.188766e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -21887672.000000 Penalty: 5983.490723
	Iteration 77Q: 3 clusters Score -2.188767e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -21887702.000000 Penalty: 5983.490723
	Iteration 78Q: 3 clusters Score -2.18877e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -21887760.000000 Penalty: 5983.490723
	Iteration 79Q: 3 clusters Score -2.188776e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -21887776.000000 Penalty: 5983.490723
	Iteration 80F: 3 clusters Score -2.188778e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -21887804.000000 Penalty: 5983.490723
	Iteration 81Q: 3 clusters Score -2.18878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -21887812.000000 Penalty: 5983.490723
	Iteration 82Q: 3 clusters Score -2.188781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -21887816.000000 Penalty: 5983.490723
	Iteration 83Q: 3 clusters Score -2.188782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 169761 members 
Entering Unmasked Estep 
Score: -21887812.000000 Penalty: 5983.490723
	Iteration 84Q: 3 clusters Score -2.188781e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 169792 members 
Entering Unmasked Estep 
Score: -21887824.000000 Penalty: 5983.490723
	Iteration 85Q: 3 clusters Score -2.188782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -21887860.000000 Penalty: 5983.490723
	Iteration 86Q: 3 clusters Score -2.188786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -21887858.000000 Penalty: 5983.490723
	Iteration 87Q: 3 clusters Score -2.188786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -21887886.000000 Penalty: 5983.490723
	Iteration 88Q: 3 clusters Score -2.188789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 169891 members 
Entering Unmasked Estep 
Score: -21887902.000000 Penalty: 5983.490723
	Iteration 89Q: 3 clusters Score -2.18879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -21887906.000000 Penalty: 5983.490723
	Iteration 90Q: 3 clusters Score -2.188791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -21887894.000000 Penalty: 5983.490723
	Iteration 91Q: 3 clusters Score -2.188789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -21887914.000000 Penalty: 5983.490723
	Iteration 92Q: 3 clusters Score -2.188791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -21887912.000000 Penalty: 5983.490723
	Iteration 93Q: 3 clusters Score -2.188791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -21887910.000000 Penalty: 5983.490723
	Iteration 94Q: 3 clusters Score -2.188791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -21887926.000000 Penalty: 5983.490723
	Iteration 95Q: 3 clusters Score -2.188793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 170061 members 
Entering Unmasked Estep 
Score: -21887914.000000 Penalty: 5983.490723
	Iteration 96Q: 3 clusters Score -2.188791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -21887920.000000 Penalty: 5983.490723
	Iteration 97Q: 3 clusters Score -2.188792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -21887936.000000 Penalty: 5983.490723
	Iteration 98Q: 3 clusters Score -2.188794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -21887948.000000 Penalty: 5983.490723
	Iteration 99Q: 3 clusters Score -2.188795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -21887940.000000 Penalty: 5983.490723
	Iteration 100F: 3 clusters Score -2.188794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21887946.000000 Penalty: 5983.490723
	Iteration 101Q: 3 clusters Score -2.188795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -21887942.000000 Penalty: 5983.490723
	Iteration 102Q: 3 clusters Score -2.188794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -21887962.000000 Penalty: 5983.490723
	Iteration 103Q: 3 clusters Score -2.188796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -21887954.000000 Penalty: 5983.490723
	Iteration 104Q: 3 clusters Score -2.188795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -21887960.000000 Penalty: 5983.490723
	Iteration 105Q: 3 clusters Score -2.188796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 170184 members 
Entering Unmasked Estep 
Score: -21887948.000000 Penalty: 5983.490723
	Iteration 106Q: 3 clusters Score -2.188795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -21887972.000000 Penalty: 5983.490723
	Iteration 107Q: 3 clusters Score -2.188797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -21887960.000000 Penalty: 5983.490723
	Iteration 108Q: 3 clusters Score -2.188796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 170216 members 
Entering Unmasked Estep 
Score: -21887948.000000 Penalty: 5983.490723
	Iteration 109Q: 3 clusters Score -2.188795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -21887958.000000 Penalty: 5983.490723
	Iteration 110Q: 3 clusters Score -2.188796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -21887966.000000 Penalty: 5983.490723
	Iteration 111Q: 3 clusters Score -2.188797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -21887950.000000 Penalty: 5983.490723
	Iteration 112Q: 3 clusters Score -2.188795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -21887946.000000 Penalty: 5983.490723
	Iteration 113Q: 3 clusters Score -2.188795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -21887960.000000 Penalty: 5983.490723
	Iteration 114Q: 3 clusters Score -2.188796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -21887954.000000 Penalty: 5983.490723
	Iteration 115Q: 3 clusters Score -2.188795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -21887954.000000 Penalty: 5983.490723
	Iteration 116Q: 3 clusters Score -2.188795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 170272 members 
Entering Unmasked Estep 
Score: -21887956.000000 Penalty: 5983.490723
	Iteration 117Q: 3 clusters Score -2.188796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -21887950.000000 Penalty: 5983.490723
	Iteration 118Q: 3 clusters Score -2.188795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -21887950.000000 Penalty: 5983.490723
	Iteration 119F: 3 clusters Score -2.188795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -4839002.000000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -4839002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4812480.000000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -4812480 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4822312.500000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -4822312 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4822919.000000 Penalty: 5245.833984
	Iteration 2Q: 3 clusters Score -4822919 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4823567.000000 Penalty: 5245.833984
	Iteration 3Q: 3 clusters Score -4823567 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4824190.000000 Penalty: 5245.833984
	Iteration 4Q: 3 clusters Score -4824190 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4824918.000000 Penalty: 5245.833984
	Iteration 5Q: 3 clusters Score -4824918 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4825764.500000 Penalty: 5245.833984
	Iteration 6Q: 3 clusters Score -4825764 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4826781.000000 Penalty: 5245.833984
	Iteration 7Q: 3 clusters Score -4826781 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4827939.500000 Penalty: 5245.833984
	Iteration 8F: 3 clusters Score -4827940 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4829094.000000 Penalty: 5245.833984
	Iteration 9Q: 3 clusters Score -4829094 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4830312.500000 Penalty: 5245.833984
	Iteration 10Q: 3 clusters Score -4830312 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4831294.500000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -4831294 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4831949.500000 Penalty: 5245.833984
	Iteration 12Q: 3 clusters Score -4831950 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4832371.000000 Penalty: 5245.833984
	Iteration 13Q: 3 clusters Score -4832371 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4832661.000000 Penalty: 5245.833984
	Iteration 14Q: 3 clusters Score -4832661 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4832878.500000 Penalty: 5245.833984
	Iteration 15Q: 3 clusters Score -4832878 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4833067.000000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -4833067 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4833247.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -4833247 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4833358.500000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -4833358 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4833505.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -4833505 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4833609.500000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -4833610 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4833698.000000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -4833698 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4833795.500000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -4833796 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -4833881.000000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -4833881 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4833955.500000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -4833956 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4834037.000000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -4834037 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4834135.000000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -4834135 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4834224.000000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -4834224 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4834310.500000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -4834310 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4834392.500000 Penalty: 5245.833984
	Iteration 29Q: 3 clusters Score -4834392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4834469.500000 Penalty: 5245.833984
	Iteration 30Q: 3 clusters Score -4834470 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4834542.000000 Penalty: 5245.833984
	Iteration 31Q: 3 clusters Score -4834542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4834600.500000 Penalty: 5245.833984
	Iteration 32Q: 3 clusters Score -4834600 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4834699.500000 Penalty: 5245.833984
	Iteration 33Q: 3 clusters Score -4834700 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4834794.000000 Penalty: 5245.833984
	Iteration 34Q: 3 clusters Score -4834794 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4834893.500000 Penalty: 5245.833984
	Iteration 35Q: 3 clusters Score -4834894 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4834983.000000 Penalty: 5245.833984
	Iteration 36Q: 3 clusters Score -4834983 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4835065.500000 Penalty: 5245.833984
	Iteration 37Q: 3 clusters Score -4835066 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4835187.000000 Penalty: 5245.833984
	Iteration 38Q: 3 clusters Score -4835187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4835293.000000 Penalty: 5245.833984
	Iteration 39Q: 3 clusters Score -4835293 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4835369.000000 Penalty: 5245.833984
	Iteration 40F: 3 clusters Score -4835369 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4835437.500000 Penalty: 5245.833984
	Iteration 41Q: 3 clusters Score -4835438 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4835529.500000 Penalty: 5245.833984
	Iteration 42Q: 3 clusters Score -4835530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4835632.000000 Penalty: 5245.833984
	Iteration 43Q: 3 clusters Score -4835632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4835719.500000 Penalty: 5245.833984
	Iteration 44Q: 3 clusters Score -4835720 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4835830.500000 Penalty: 5245.833984
	Iteration 45Q: 3 clusters Score -4835830 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4835927.500000 Penalty: 5245.833984
	Iteration 46Q: 3 clusters Score -4835928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4836031.500000 Penalty: 5245.833984
	Iteration 47Q: 3 clusters Score -4836032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4836133.000000 Penalty: 5245.833984
	Iteration 48Q: 3 clusters Score -4836133 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4836211.000000 Penalty: 5245.833984
	Iteration 49Q: 3 clusters Score -4836211 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4836270.500000 Penalty: 5245.833984
	Iteration 50Q: 3 clusters Score -4836270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4836373.000000 Penalty: 5245.833984
	Iteration 51Q: 3 clusters Score -4836373 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4836430.500000 Penalty: 5245.833984
	Iteration 52Q: 3 clusters Score -4836430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4836492.500000 Penalty: 5245.833984
	Iteration 53Q: 3 clusters Score -4836492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4836561.500000 Penalty: 5245.833984
	Iteration 54Q: 3 clusters Score -4836562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4836609.000000 Penalty: 5245.833984
	Iteration 55Q: 3 clusters Score -4836609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4836640.500000 Penalty: 5245.833984
	Iteration 56Q: 3 clusters Score -4836640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4836682.500000 Penalty: 5245.833984
	Iteration 57Q: 3 clusters Score -4836682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4836723.500000 Penalty: 5245.833984
	Iteration 58Q: 3 clusters Score -4836724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4836751.000000 Penalty: 5245.833984
	Iteration 59Q: 3 clusters Score -4836751 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4836784.500000 Penalty: 5245.833984
	Iteration 60F: 3 clusters Score -4836784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4836807.000000 Penalty: 5245.833984
	Iteration 61Q: 3 clusters Score -4836807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4836826.500000 Penalty: 5245.833984
	Iteration 62Q: 3 clusters Score -4836826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4836846.500000 Penalty: 5245.833984
	Iteration 63Q: 3 clusters Score -4836846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -4836853.000000 Penalty: 5245.833984
	Iteration 64Q: 3 clusters Score -4836853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4836872.500000 Penalty: 5245.833984
	Iteration 65Q: 3 clusters Score -4836872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4836877.000000 Penalty: 5245.833984
	Iteration 66Q: 3 clusters Score -4836877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4836887.000000 Penalty: 5245.833984
	Iteration 67Q: 3 clusters Score -4836887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4836902.000000 Penalty: 5245.833984
	Iteration 68Q: 3 clusters Score -4836902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -4836916.000000 Penalty: 5245.833984
	Iteration 69Q: 3 clusters Score -4836916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4836925.000000 Penalty: 5245.833984
	Iteration 70Q: 3 clusters Score -4836925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4836928.000000 Penalty: 5245.833984
	Iteration 71Q: 3 clusters Score -4836928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4836933.000000 Penalty: 5245.833984
	Iteration 72Q: 3 clusters Score -4836933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4836939.000000 Penalty: 5245.833984
	Iteration 73Q: 3 clusters Score -4836939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4836941.000000 Penalty: 5245.833984
	Iteration 74Q: 3 clusters Score -4836941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4836954.000000 Penalty: 5245.833984
	Iteration 75Q: 3 clusters Score -4836954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4836950.000000 Penalty: 5245.833984
	Iteration 76Q: 3 clusters Score -4836950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4836952.000000 Penalty: 5245.833984
	Iteration 77Q: 3 clusters Score -4836952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4836963.000000 Penalty: 5245.833984
	Iteration 78Q: 3 clusters Score -4836963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4836976.500000 Penalty: 5245.833984
	Iteration 79Q: 3 clusters Score -4836976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4836988.000000 Penalty: 5245.833984
	Iteration 80F: 3 clusters Score -4836988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4836998.500000 Penalty: 5245.833984
	Iteration 81Q: 3 clusters Score -4836998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4837009.500000 Penalty: 5245.833984
	Iteration 82Q: 3 clusters Score -4837010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4837022.000000 Penalty: 5245.833984
	Iteration 83Q: 3 clusters Score -4837022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4837016.000000 Penalty: 5245.833984
	Iteration 84Q: 3 clusters Score -4837016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4837022.500000 Penalty: 5245.833984
	Iteration 85Q: 3 clusters Score -4837022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4837026.500000 Penalty: 5245.833984
	Iteration 86Q: 3 clusters Score -4837026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4837029.500000 Penalty: 5245.833984
	Iteration 87Q: 3 clusters Score -4837030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4837026.000000 Penalty: 5245.833984
	Iteration 88Q: 3 clusters Score -4837026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4837025.000000 Penalty: 5245.833984
	Iteration 89Q: 3 clusters Score -4837025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4837029.000000 Penalty: 5245.833984
	Iteration 90Q: 3 clusters Score -4837029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4837026.500000 Penalty: 5245.833984
	Iteration 91Q: 3 clusters Score -4837026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4837029.000000 Penalty: 5245.833984
	Iteration 92Q: 3 clusters Score -4837029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4837029.500000 Penalty: 5245.833984
	Iteration 93Q: 3 clusters Score -4837030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4837036.000000 Penalty: 5245.833984
	Iteration 94Q: 3 clusters Score -4837036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4837039.500000 Penalty: 5245.833984
	Iteration 95Q: 3 clusters Score -4837040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4837038.500000 Penalty: 5245.833984
	Iteration 96Q: 3 clusters Score -4837038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4837037.500000 Penalty: 5245.833984
	Iteration 97Q: 3 clusters Score -4837038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4837040.000000 Penalty: 5245.833984
	Iteration 98Q: 3 clusters Score -4837040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4837042.500000 Penalty: 5245.833984
	Iteration 99Q: 3 clusters Score -4837042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4837040.500000 Penalty: 5245.833984
	Iteration 100F: 3 clusters Score -4837040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4837047.000000 Penalty: 5245.833984
	Iteration 101Q: 3 clusters Score -4837047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4837049.500000 Penalty: 5245.833984
	Iteration 102Q: 3 clusters Score -4837050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4837049.000000 Penalty: 5245.833984
	Iteration 103Q: 3 clusters Score -4837049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4837047.500000 Penalty: 5245.833984
	Iteration 104Q: 3 clusters Score -4837048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4837049.000000 Penalty: 5245.833984
	Iteration 105Q: 3 clusters Score -4837049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4837049.500000 Penalty: 5245.833984
	Iteration 106Q: 3 clusters Score -4837050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4837049.500000 Penalty: 5245.833984
	Iteration 107F: 3 clusters Score -4837050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -192738.875000 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -192738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -190229.468750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -190229.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -190872.437500 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -190872.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -191122.171875 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -191122.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191320.125000 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -191320.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191503.843750 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -191503.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191620.812500 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -191620.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191718.421875 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -191718.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191794.343750 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -191794.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191879.812500 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -191879.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192002.578125 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -192002.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -192107.546875 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -192107.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -192196.500000 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -192196.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192268.406250 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -192268.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -192320.343750 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -192320.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -192368.890625 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -192368.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192406.171875 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -192406.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -192451.640625 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -192451.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192483.468750 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -192483.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192507.140625 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -192507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -192526.406250 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -192526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -192552.562500 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -192552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -192569.812500 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -192569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -192582.296875 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -192582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -192589.421875 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -192589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -192593.734375 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -192593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -192595.906250 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -192595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -192598.000000 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -192598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -192599.406250 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -192599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -192601.968750 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -192602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -192608.421875 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -192608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -192611.906250 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -192611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -192614.406250 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -192614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -192616.843750 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -192616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -192619.218750 Penalty: 3753.916260
	Iteration 33Q: 3 clusters Score -192619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -192621.500000 Penalty: 3753.916260
	Iteration 34Q: 3 clusters Score -192621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -192622.156250 Penalty: 3753.916260
	Iteration 35Q: 3 clusters Score -192622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -192623.218750 Penalty: 3753.916260
	Iteration 36Q: 3 clusters Score -192623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -192625.015625 Penalty: 3753.916260
	Iteration 37Q: 3 clusters Score -192625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -192629.109375 Penalty: 3753.916260
	Iteration 38Q: 3 clusters Score -192629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -192631.531250 Penalty: 3753.916260
	Iteration 39Q: 3 clusters Score -192631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -192633.015625 Penalty: 3753.916260
	Iteration 40F: 3 clusters Score -192633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Entering Unmasked Estep 
Score: -4379410.500000 Penalty: 2594.203857
	Iteration 0F: 2 clusters Score -4379410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4355748.000000 Penalty: 5188.407715
	Iteration 0F: 3 clusters Score -4355748 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4364600.000000 Penalty: 5188.407715
	Iteration 1F: 3 clusters Score -4364600 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4365199.500000 Penalty: 5188.407715
	Iteration 2Q: 3 clusters Score -4365200 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4365875.000000 Penalty: 5188.407715
	Iteration 3Q: 3 clusters Score -4365875 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4366476.000000 Penalty: 5188.407715
	Iteration 4Q: 3 clusters Score -4366476 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4367038.000000 Penalty: 5188.407715
	Iteration 5Q: 3 clusters Score -4367038 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4367552.000000 Penalty: 5188.407715
	Iteration 6Q: 3 clusters Score -4367552 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4368073.000000 Penalty: 5188.407715
	Iteration 7Q: 3 clusters Score -4368073 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4368640.000000 Penalty: 5188.407715
	Iteration 8Q: 3 clusters Score -4368640 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4369218.500000 Penalty: 5188.407715
	Iteration 9Q: 3 clusters Score -4369218 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4369800.000000 Penalty: 5188.407715
	Iteration 10Q: 3 clusters Score -4369800 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4370466.500000 Penalty: 5188.407715
	Iteration 11Q: 3 clusters Score -4370466 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4371144.500000 Penalty: 5188.407715
	Iteration 12Q: 3 clusters Score -4371144 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4371814.000000 Penalty: 5188.407715
	Iteration 13Q: 3 clusters Score -4371814 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4372364.000000 Penalty: 5188.407715
	Iteration 14Q: 3 clusters Score -4372364 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4372777.500000 Penalty: 5188.407715
	Iteration 15Q: 3 clusters Score -4372778 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4373080.000000 Penalty: 5188.407715
	Iteration 16Q: 3 clusters Score -4373080 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4373310.000000 Penalty: 5188.407715
	Iteration 17Q: 3 clusters Score -4373310 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4373476.500000 Penalty: 5188.407715
	Iteration 18Q: 3 clusters Score -4373476 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4373646.500000 Penalty: 5188.407715
	Iteration 19Q: 3 clusters Score -4373646 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4373857.500000 Penalty: 5188.407715
	Iteration 20F: 3 clusters Score -4373858 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4374086.000000 Penalty: 5188.407715
	Iteration 21Q: 3 clusters Score -4374086 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4374315.500000 Penalty: 5188.407715
	Iteration 22Q: 3 clusters Score -4374316 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4374568.500000 Penalty: 5188.407715
	Iteration 23Q: 3 clusters Score -4374568 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4374860.000000 Penalty: 5188.407715
	Iteration 24Q: 3 clusters Score -4374860 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4375195.500000 Penalty: 5188.407715
	Iteration 25Q: 3 clusters Score -4375196 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4375611.000000 Penalty: 5188.407715
	Iteration 26Q: 3 clusters Score -4375611 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4376006.500000 Penalty: 5188.407715
	Iteration 27Q: 3 clusters Score -4376006 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4376432.000000 Penalty: 5188.407715
	Iteration 28Q: 3 clusters Score -4376432 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4376841.000000 Penalty: 5188.407715
	Iteration 29Q: 3 clusters Score -4376841 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4377166.000000 Penalty: 5188.407715
	Iteration 30Q: 3 clusters Score -4377166 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4377435.000000 Penalty: 5188.407715
	Iteration 31Q: 3 clusters Score -4377435 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4377632.000000 Penalty: 5188.407715
	Iteration 32Q: 3 clusters Score -4377632 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4377826.000000 Penalty: 5188.407715
	Iteration 33Q: 3 clusters Score -4377826 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4377966.000000 Penalty: 5188.407715
	Iteration 34Q: 3 clusters Score -4377966 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4378088.000000 Penalty: 5188.407715
	Iteration 35Q: 3 clusters Score -4378088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4378167.000000 Penalty: 5188.407715
	Iteration 36Q: 3 clusters Score -4378167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4378211.500000 Penalty: 5188.407715
	Iteration 37Q: 3 clusters Score -4378212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4378261.000000 Penalty: 5188.407715
	Iteration 38Q: 3 clusters Score -4378261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4378272.000000 Penalty: 5188.407715
	Iteration 39Q: 3 clusters Score -4378272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4378292.500000 Penalty: 5188.407715
	Iteration 40F: 3 clusters Score -4378292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4378312.000000 Penalty: 5188.407715
	Iteration 41Q: 3 clusters Score -4378312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4378337.000000 Penalty: 5188.407715
	Iteration 42Q: 3 clusters Score -4378337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4378353.000000 Penalty: 5188.407715
	Iteration 43Q: 3 clusters Score -4378353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4378359.500000 Penalty: 5188.407715
	Iteration 44Q: 3 clusters Score -4378360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4378371.500000 Penalty: 5188.407715
	Iteration 45Q: 3 clusters Score -4378372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4378378.000000 Penalty: 5188.407715
	Iteration 46Q: 3 clusters Score -4378378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4378381.500000 Penalty: 5188.407715
	Iteration 47Q: 3 clusters Score -4378382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4378375.000000 Penalty: 5188.407715
	Iteration 48Q: 3 clusters Score -4378375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4378371.000000 Penalty: 5188.407715
	Iteration 49Q: 3 clusters Score -4378371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4378376.000000 Penalty: 5188.407715
	Iteration 50Q: 3 clusters Score -4378376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4378377.000000 Penalty: 5188.407715
	Iteration 51Q: 3 clusters Score -4378377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4378383.500000 Penalty: 5188.407715
	Iteration 52Q: 3 clusters Score -4378384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4378380.000000 Penalty: 5188.407715
	Iteration 53Q: 3 clusters Score -4378380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4378381.500000 Penalty: 5188.407715
	Iteration 54Q: 3 clusters Score -4378382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4378377.500000 Penalty: 5188.407715
	Iteration 55Q: 3 clusters Score -4378378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4378380.000000 Penalty: 5188.407715
	Iteration 56Q: 3 clusters Score -4378380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4378392.000000 Penalty: 5188.407715
	Iteration 57Q: 3 clusters Score -4378392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4378391.500000 Penalty: 5188.407715
	Iteration 58Q: 3 clusters Score -4378392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4378390.000000 Penalty: 5188.407715
	Iteration 59Q: 3 clusters Score -4378390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4378398.000000 Penalty: 5188.407715
	Iteration 60F: 3 clusters Score -4378398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4378399.000000 Penalty: 5188.407715
	Iteration 61Q: 3 clusters Score -4378399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4378402.500000 Penalty: 5188.407715
	Iteration 62Q: 3 clusters Score -4378402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4378404.500000 Penalty: 5188.407715
	Iteration 63Q: 3 clusters Score -4378404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4378404.500000 Penalty: 5188.407715
	Iteration 64Q: 3 clusters Score -4378404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4378402.000000 Penalty: 5188.407715
	Iteration 65Q: 3 clusters Score -4378402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4378398.000000 Penalty: 5188.407715
	Iteration 66Q: 3 clusters Score -4378398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4378396.500000 Penalty: 5188.407715
	Iteration 67Q: 3 clusters Score -4378396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4378400.500000 Penalty: 5188.407715
	Iteration 68Q: 3 clusters Score -4378400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4378403.500000 Penalty: 5188.407715
	Iteration 69Q: 3 clusters Score -4378404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4378406.000000 Penalty: 5188.407715
	Iteration 70Q: 3 clusters Score -4378406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4378411.500000 Penalty: 5188.407715
	Iteration 71Q: 3 clusters Score -4378412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4378408.000000 Penalty: 5188.407715
	Iteration 72Q: 3 clusters Score -4378408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4378411.000000 Penalty: 5188.407715
	Iteration 73Q: 3 clusters Score -4378411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4378413.000000 Penalty: 5188.407715
	Iteration 74Q: 3 clusters Score -4378413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4378413.000000 Penalty: 5188.407715
	Iteration 75Q: 3 clusters Score -4378413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4378416.000000 Penalty: 5188.407715
	Iteration 76Q: 3 clusters Score -4378416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4378416.000000 Penalty: 5188.407715
	Iteration 77F: 3 clusters Score -4378416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -64529.832031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -64529.83 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 222 members 
Entering Unmasked Estep 
Score: -63233.882812 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -63233.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63675.250000 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -63675.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63967.917969 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -63967.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64214.761719 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -64214.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64349.253906 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -64349.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64463.585938 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -64463.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64495.886719 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -64495.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64503.777344 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -64503.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64506.308594 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -64506.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64506.308594 Penalty: 3019.040283
	Iteration 9F: 3 clusters Score -64506.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -835166.937500 Penalty: 2188.520020
	Iteration 0F: 2 clusters Score -835166.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -829549.937500 Penalty: 4377.040039
	Iteration 0F: 3 clusters Score -829549.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -831033.250000 Penalty: 4377.040039
	Iteration 1F: 3 clusters Score -831033.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -831271.875000 Penalty: 4377.040039
	Iteration 2F: 3 clusters Score -831271.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -831459.687500 Penalty: 4377.040039
	Iteration 3Q: 3 clusters Score -831459.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -831607.437500 Penalty: 4377.040039
	Iteration 4Q: 3 clusters Score -831607.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -831767.375000 Penalty: 4377.040039
	Iteration 5Q: 3 clusters Score -831767.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -831925.937500 Penalty: 4377.040039
	Iteration 6Q: 3 clusters Score -831925.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -832099.062500 Penalty: 4377.040039
	Iteration 7Q: 3 clusters Score -832099.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -832262.625000 Penalty: 4377.040039
	Iteration 8Q: 3 clusters Score -832262.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -832455.062500 Penalty: 4377.040039
	Iteration 9Q: 3 clusters Score -832455.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -832713.187500 Penalty: 4377.040039
	Iteration 10Q: 3 clusters Score -832713.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -833034.312500 Penalty: 4377.040039
	Iteration 11Q: 3 clusters Score -833034.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -833331.562500 Penalty: 4377.040039
	Iteration 12Q: 3 clusters Score -833331.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -833541.375000 Penalty: 4377.040039
	Iteration 13Q: 3 clusters Score -833541.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -833702.437500 Penalty: 4377.040039
	Iteration 14Q: 3 clusters Score -833702.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -833822.312500 Penalty: 4377.040039
	Iteration 15Q: 3 clusters Score -833822.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -833913.875000 Penalty: 4377.040039
	Iteration 16Q: 3 clusters Score -833913.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -833975.937500 Penalty: 4377.040039
	Iteration 17Q: 3 clusters Score -833975.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -834023.125000 Penalty: 4377.040039
	Iteration 18Q: 3 clusters Score -834023.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -834058.687500 Penalty: 4377.040039
	Iteration 19Q: 3 clusters Score -834058.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -834087.562500 Penalty: 4377.040039
	Iteration 20F: 3 clusters Score -834087.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -834110.687500 Penalty: 4377.040039
	Iteration 21Q: 3 clusters Score -834110.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -834126.812500 Penalty: 4377.040039
	Iteration 22Q: 3 clusters Score -834126.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -834139.750000 Penalty: 4377.040039
	Iteration 23Q: 3 clusters Score -834139.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -834161.937500 Penalty: 4377.040039
	Iteration 24Q: 3 clusters Score -834161.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -834178.250000 Penalty: 4377.040039
	Iteration 25Q: 3 clusters Score -834178.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -834203.312500 Penalty: 4377.040039
	Iteration 26Q: 3 clusters Score -834203.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -834240.062500 Penalty: 4377.040039
	Iteration 27Q: 3 clusters Score -834240.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -834273.125000 Penalty: 4377.040039
	Iteration 28Q: 3 clusters Score -834273.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -834329.250000 Penalty: 4377.040039
	Iteration 29Q: 3 clusters Score -834329.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -834442.250000 Penalty: 4377.040039
	Iteration 30Q: 3 clusters Score -834442.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -834610.250000 Penalty: 4377.040039
	Iteration 31Q: 3 clusters Score -834610.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -834933.500000 Penalty: 4377.040039
	Iteration 32Q: 3 clusters Score -834933.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -835316.750000 Penalty: 4377.040039
	Iteration 33Q: 3 clusters Score -835316.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -835598.500000 Penalty: 4377.040039
	Iteration 34Q: 3 clusters Score -835598.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -835741.500000 Penalty: 4377.040039
	Iteration 35Q: 3 clusters Score -835741.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -835841.125000 Penalty: 4377.040039
	Iteration 36Q: 3 clusters Score -835841.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -835882.562500 Penalty: 4377.040039
	Iteration 37Q: 3 clusters Score -835882.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -835918.562500 Penalty: 4377.040039
	Iteration 38Q: 3 clusters Score -835918.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -835930.187500 Penalty: 4377.040039
	Iteration 39Q: 3 clusters Score -835930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -835981.062500 Penalty: 4377.040039
	Iteration 40F: 3 clusters Score -835981.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -836003.187500 Penalty: 4377.040039
	Iteration 41Q: 3 clusters Score -836003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -836015.250000 Penalty: 4377.040039
	Iteration 42Q: 3 clusters Score -836015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -836014.125000 Penalty: 4377.040039
	Iteration 43Q: 3 clusters Score -836014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -836015.687500 Penalty: 4377.040039
	Iteration 44Q: 3 clusters Score -836015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -836016.187500 Penalty: 4377.040039
	Iteration 45Q: 3 clusters Score -836016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -836018.312500 Penalty: 4377.040039
	Iteration 46Q: 3 clusters Score -836018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -836018.312500 Penalty: 4377.040039
	Iteration 47F: 3 clusters Score -836018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 5488 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Mstep: Class 70 contains 3522 members 
Entering Unmasked Estep 
Score: -134498800.000000 Penalty: 241698.718750
Splitting cluster 15 changes total score from -134499120.000000 to -134498800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -329129.187500 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -329129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -326028.218750 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -326028.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -326660.937500 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -326660.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326857.843750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -326857.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -326972.281250 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -326972.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -327066.125000 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -327066.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -327150.031250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -327150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -327227.125000 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -327227.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -327281.937500 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -327281.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327326.031250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -327326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327358.281250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -327358.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -327376.718750 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -327376.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -327390.781250 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -327390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -327402.062500 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -327402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -327407.781250 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -327407.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -327414.468750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -327414.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -327423.968750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -327424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -327429.437500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -327429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -327434.687500 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -327434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -327437.406250 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -327437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -327441.468750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -327441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -327445.687500 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -327445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -327450.656250 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -327450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -327456.156250 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -327456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -327461.062500 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -327461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -327464.562500 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -327464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -327467.562500 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -327467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -327470.250000 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -327470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -327473.406250 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -327473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -327473.687500 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -327473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -327474.031250 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -327474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -327475.031250 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -327475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -327475.062500 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -327475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -327476.093750 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -327476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -327477.906250 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -327477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -327478.687500 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -327478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -327478.687500 Penalty: 3919.817139
	Iteration 35F: 3 clusters Score -327478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -898076.187500 Penalty: 2204.240723
	Iteration 0F: 2 clusters Score -898076.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -892163.250000 Penalty: 4408.481445
	Iteration 0F: 3 clusters Score -892163.2 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -893905.750000 Penalty: 4408.481445
	Iteration 1F: 3 clusters Score -893905.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -894306.000000 Penalty: 4408.481445
	Iteration 2F: 3 clusters Score -894306 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -894681.750000 Penalty: 4408.481445
	Iteration 3F: 3 clusters Score -894681.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -895054.562500 Penalty: 4408.481445
	Iteration 4F: 3 clusters Score -895054.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -895415.937500 Penalty: 4408.481445
	Iteration 5F: 3 clusters Score -895415.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -895730.625000 Penalty: 4408.481445
	Iteration 6F: 3 clusters Score -895730.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -895989.250000 Penalty: 4408.481445
	Iteration 7Q: 3 clusters Score -895989.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -896182.687500 Penalty: 4408.481445
	Iteration 8Q: 3 clusters Score -896182.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -896314.000000 Penalty: 4408.481445
	Iteration 9Q: 3 clusters Score -896314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -896420.750000 Penalty: 4408.481445
	Iteration 10Q: 3 clusters Score -896420.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -896500.937500 Penalty: 4408.481445
	Iteration 11Q: 3 clusters Score -896500.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -896589.062500 Penalty: 4408.481445
	Iteration 12Q: 3 clusters Score -896589.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -896659.625000 Penalty: 4408.481445
	Iteration 13Q: 3 clusters Score -896659.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -896706.500000 Penalty: 4408.481445
	Iteration 14Q: 3 clusters Score -896706.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -896746.250000 Penalty: 4408.481445
	Iteration 15Q: 3 clusters Score -896746.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -896778.500000 Penalty: 4408.481445
	Iteration 16Q: 3 clusters Score -896778.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -896804.937500 Penalty: 4408.481445
	Iteration 17Q: 3 clusters Score -896804.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -896831.250000 Penalty: 4408.481445
	Iteration 18Q: 3 clusters Score -896831.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -896844.187500 Penalty: 4408.481445
	Iteration 19Q: 3 clusters Score -896844.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -896856.687500 Penalty: 4408.481445
	Iteration 20F: 3 clusters Score -896856.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -896862.312500 Penalty: 4408.481445
	Iteration 21Q: 3 clusters Score -896862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -896865.125000 Penalty: 4408.481445
	Iteration 22Q: 3 clusters Score -896865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -896864.750000 Penalty: 4408.481445
	Iteration 23Q: 3 clusters Score -896864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -896865.625000 Penalty: 4408.481445
	Iteration 24Q: 3 clusters Score -896865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -896866.562500 Penalty: 4408.481445
	Iteration 25Q: 3 clusters Score -896866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -896868.437500 Penalty: 4408.481445
	Iteration 26Q: 3 clusters Score -896868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -896868.625000 Penalty: 4408.481445
	Iteration 27Q: 3 clusters Score -896868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -896868.625000 Penalty: 4408.481445
	Iteration 28F: 3 clusters Score -896868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -784730.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -784730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -780397.562500 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -780397.6 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -781499.687500 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -781499.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -781930.625000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -781930.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -782206.375000 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -782206.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -782394.000000 Penalty: 4201.897949
	Iteration 4F: 3 clusters Score -782394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -782540.562500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -782540.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -782644.875000 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -782644.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -782715.937500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -782715.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -782786.250000 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -782786.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -782838.812500 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -782838.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -782894.437500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -782894.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -782944.375000 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -782944.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -782993.000000 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -782993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -783033.187500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -783033.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -783079.937500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -783079.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -783117.250000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -783117.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -783166.625000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -783166.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -783221.187500 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -783221.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -783275.125000 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -783275.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -783313.375000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -783313.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -783344.250000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -783344.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -783365.125000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -783365.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -783384.125000 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -783384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -783400.812500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -783400.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -783413.875000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -783413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -783425.125000 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -783425.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -783433.312500 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -783433.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -783439.562500 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -783439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -783447.687500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -783447.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -783457.375000 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -783457.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -783463.625000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -783463.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -783468.250000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -783468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -783474.625000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -783474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -783486.750000 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -783486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -783506.562500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -783506.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -783530.125000 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -783530.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -783559.625000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -783559.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -783586.562500 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -783586.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -783614.312500 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -783614.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -783650.812500 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -783650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -783675.062500 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -783675.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -783688.500000 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -783688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -783697.062500 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -783697.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -783703.500000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -783703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -783708.187500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -783708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -783710.562500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -783710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -783713.187500 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -783713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -783714.875000 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -783714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -783717.437500 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -783717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -783719.875000 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -783719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -783718.937500 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -783718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -783718.937500 Penalty: 4201.897949
	Iteration 51F: 3 clusters Score -783718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Entering Unmasked Estep 
Score: -1511650.500000 Penalty: 2338.210938
	Iteration 0F: 2 clusters Score -1511650 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 6192 members 
Entering Unmasked Estep 
Score: -1502481.250000 Penalty: 4676.421875
	Iteration 0F: 3 clusters Score -1502481 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1505454.250000 Penalty: 4676.421875
	Iteration 1F: 3 clusters Score -1505454 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1505853.500000 Penalty: 4676.421875
	Iteration 2F: 3 clusters Score -1505854 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1506213.375000 Penalty: 4676.421875
	Iteration 3F: 3 clusters Score -1506213 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1506559.500000 Penalty: 4676.421875
	Iteration 4F: 3 clusters Score -1506560 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1506942.625000 Penalty: 4676.421875
	Iteration 5F: 3 clusters Score -1506943 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1507327.000000 Penalty: 4676.421875
	Iteration 6F: 3 clusters Score -1507327 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1507653.875000 Penalty: 4676.421875
	Iteration 7Q: 3 clusters Score -1507654 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1507920.250000 Penalty: 4676.421875
	Iteration 8Q: 3 clusters Score -1507920 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1508146.750000 Penalty: 4676.421875
	Iteration 9Q: 3 clusters Score -1508147 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1508325.250000 Penalty: 4676.421875
	Iteration 10Q: 3 clusters Score -1508325 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1508471.750000 Penalty: 4676.421875
	Iteration 11Q: 3 clusters Score -1508472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1508609.375000 Penalty: 4676.421875
	Iteration 12Q: 3 clusters Score -1508609 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1508753.375000 Penalty: 4676.421875
	Iteration 13Q: 3 clusters Score -1508753 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1508903.875000 Penalty: 4676.421875
	Iteration 14Q: 3 clusters Score -1508904 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1509085.500000 Penalty: 4676.421875
	Iteration 15Q: 3 clusters Score -1509086 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1509276.875000 Penalty: 4676.421875
	Iteration 16Q: 3 clusters Score -1509277 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1509524.125000 Penalty: 4676.421875
	Iteration 17Q: 3 clusters Score -1509524 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1509855.625000 Penalty: 4676.421875
	Iteration 18Q: 3 clusters Score -1509856 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1510168.625000 Penalty: 4676.421875
	Iteration 19Q: 3 clusters Score -1510169 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1510446.000000 Penalty: 4676.421875
	Iteration 20F: 3 clusters Score -1510446 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1510622.125000 Penalty: 4676.421875
	Iteration 21Q: 3 clusters Score -1510622 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1510720.375000 Penalty: 4676.421875
	Iteration 22Q: 3 clusters Score -1510720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1510802.125000 Penalty: 4676.421875
	Iteration 23Q: 3 clusters Score -1510802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1510873.250000 Penalty: 4676.421875
	Iteration 24Q: 3 clusters Score -1510873 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1510935.500000 Penalty: 4676.421875
	Iteration 25Q: 3 clusters Score -1510936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1511003.625000 Penalty: 4676.421875
	Iteration 26Q: 3 clusters Score -1511004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1511067.500000 Penalty: 4676.421875
	Iteration 27Q: 3 clusters Score -1511068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1511127.875000 Penalty: 4676.421875
	Iteration 28Q: 3 clusters Score -1511128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1511159.250000 Penalty: 4676.421875
	Iteration 29Q: 3 clusters Score -1511159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1511194.875000 Penalty: 4676.421875
	Iteration 30Q: 3 clusters Score -1511195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1511208.250000 Penalty: 4676.421875
	Iteration 31Q: 3 clusters Score -1511208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1511224.125000 Penalty: 4676.421875
	Iteration 32Q: 3 clusters Score -1511224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1511231.625000 Penalty: 4676.421875
	Iteration 33Q: 3 clusters Score -1511232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1511241.250000 Penalty: 4676.421875
	Iteration 34Q: 3 clusters Score -1511241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1511249.375000 Penalty: 4676.421875
	Iteration 35Q: 3 clusters Score -1511249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1511254.500000 Penalty: 4676.421875
	Iteration 36Q: 3 clusters Score -1511254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1511256.000000 Penalty: 4676.421875
	Iteration 37Q: 3 clusters Score -1511256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1511258.250000 Penalty: 4676.421875
	Iteration 38Q: 3 clusters Score -1511258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1511261.500000 Penalty: 4676.421875
	Iteration 39Q: 3 clusters Score -1511262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1511282.250000 Penalty: 4676.421875
	Iteration 40F: 3 clusters Score -1511282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1511293.875000 Penalty: 4676.421875
	Iteration 41Q: 3 clusters Score -1511294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1511302.500000 Penalty: 4676.421875
	Iteration 42Q: 3 clusters Score -1511302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1511302.625000 Penalty: 4676.421875
	Iteration 43Q: 3 clusters Score -1511303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1511312.250000 Penalty: 4676.421875
	Iteration 44Q: 3 clusters Score -1511312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1511308.375000 Penalty: 4676.421875
	Iteration 45Q: 3 clusters Score -1511308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1511309.750000 Penalty: 4676.421875
	Iteration 46Q: 3 clusters Score -1511310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1511309.500000 Penalty: 4676.421875
	Iteration 47Q: 3 clusters Score -1511310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1511307.875000 Penalty: 4676.421875
	Iteration 48Q: 3 clusters Score -1511308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1511311.000000 Penalty: 4676.421875
	Iteration 49Q: 3 clusters Score -1511311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1511312.250000 Penalty: 4676.421875
	Iteration 50Q: 3 clusters Score -1511312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1511312.750000 Penalty: 4676.421875
	Iteration 51Q: 3 clusters Score -1511313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1511312.750000 Penalty: 4676.421875
	Iteration 52F: 3 clusters Score -1511313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -888928.062500 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -888928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -882976.750000 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -882976.8 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -884547.625000 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -884547.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -884909.000000 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -884909 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -885201.625000 Penalty: 4414.672363
	Iteration 3F: 3 clusters Score -885201.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -885426.312500 Penalty: 4414.672363
	Iteration 4F: 3 clusters Score -885426.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -885620.375000 Penalty: 4414.672363
	Iteration 5Q: 3 clusters Score -885620.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -885774.562500 Penalty: 4414.672363
	Iteration 6Q: 3 clusters Score -885774.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -885933.625000 Penalty: 4414.672363
	Iteration 7Q: 3 clusters Score -885933.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -886066.250000 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -886066.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -886185.562500 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -886185.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -886332.375000 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -886332.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -886485.687500 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -886485.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -886621.687500 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -886621.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -886757.125000 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -886757.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -886901.187500 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -886901.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -887014.500000 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -887014.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -887139.187500 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -887139.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -887258.250000 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -887258.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -887352.687500 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -887352.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -887428.500000 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -887428.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -887492.687500 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -887492.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -887551.375000 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -887551.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -887602.000000 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -887602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -887639.312500 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -887639.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -887661.750000 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -887661.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -887690.312500 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -887690.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -887713.062500 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -887713.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -887737.437500 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -887737.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -887762.000000 Penalty: 4414.672363
	Iteration 28Q: 3 clusters Score -887762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -887777.812500 Penalty: 4414.672363
	Iteration 29Q: 3 clusters Score -887777.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -887792.375000 Penalty: 4414.672363
	Iteration 30Q: 3 clusters Score -887792.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -887808.437500 Penalty: 4414.672363
	Iteration 31Q: 3 clusters Score -887808.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -887819.250000 Penalty: 4414.672363
	Iteration 32Q: 3 clusters Score -887819.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -887828.500000 Penalty: 4414.672363
	Iteration 33Q: 3 clusters Score -887828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -887841.375000 Penalty: 4414.672363
	Iteration 34Q: 3 clusters Score -887841.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -887850.187500 Penalty: 4414.672363
	Iteration 35Q: 3 clusters Score -887850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -887856.000000 Penalty: 4414.672363
	Iteration 36Q: 3 clusters Score -887856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -887866.000000 Penalty: 4414.672363
	Iteration 37Q: 3 clusters Score -887866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -887873.062500 Penalty: 4414.672363
	Iteration 38Q: 3 clusters Score -887873.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -887879.437500 Penalty: 4414.672363
	Iteration 39Q: 3 clusters Score -887879.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -887885.875000 Penalty: 4414.672363
	Iteration 40F: 3 clusters Score -887885.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -887896.312500 Penalty: 4414.672363
	Iteration 41Q: 3 clusters Score -887896.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -887905.750000 Penalty: 4414.672363
	Iteration 42Q: 3 clusters Score -887905.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -887913.375000 Penalty: 4414.672363
	Iteration 43Q: 3 clusters Score -887913.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -887923.437500 Penalty: 4414.672363
	Iteration 44Q: 3 clusters Score -887923.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -887935.000000 Penalty: 4414.672363
	Iteration 45Q: 3 clusters Score -887935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -887953.437500 Penalty: 4414.672363
	Iteration 46Q: 3 clusters Score -887953.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -887975.625000 Penalty: 4414.672363
	Iteration 47Q: 3 clusters Score -887975.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -887997.625000 Penalty: 4414.672363
	Iteration 48Q: 3 clusters Score -887997.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -888019.062500 Penalty: 4414.672363
	Iteration 49Q: 3 clusters Score -888019.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -888046.312500 Penalty: 4414.672363
	Iteration 50Q: 3 clusters Score -888046.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -888085.125000 Penalty: 4414.672363
	Iteration 51Q: 3 clusters Score -888085.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -888121.062500 Penalty: 4414.672363
	Iteration 52Q: 3 clusters Score -888121.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -888161.500000 Penalty: 4414.672363
	Iteration 53Q: 3 clusters Score -888161.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -888193.687500 Penalty: 4414.672363
	Iteration 54Q: 3 clusters Score -888193.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -888225.375000 Penalty: 4414.672363
	Iteration 55Q: 3 clusters Score -888225.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -888254.187500 Penalty: 4414.672363
	Iteration 56Q: 3 clusters Score -888254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -888288.000000 Penalty: 4414.672363
	Iteration 57Q: 3 clusters Score -888288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -888315.000000 Penalty: 4414.672363
	Iteration 58Q: 3 clusters Score -888315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -888340.750000 Penalty: 4414.672363
	Iteration 59Q: 3 clusters Score -888340.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -888353.812500 Penalty: 4414.672363
	Iteration 60F: 3 clusters Score -888353.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -888365.187500 Penalty: 4414.672363
	Iteration 61Q: 3 clusters Score -888365.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -888372.875000 Penalty: 4414.672363
	Iteration 62Q: 3 clusters Score -888372.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -888381.562500 Penalty: 4414.672363
	Iteration 63Q: 3 clusters Score -888381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -888390.937500 Penalty: 4414.672363
	Iteration 64Q: 3 clusters Score -888390.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -888398.687500 Penalty: 4414.672363
	Iteration 65Q: 3 clusters Score -888398.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -888402.750000 Penalty: 4414.672363
	Iteration 66Q: 3 clusters Score -888402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -888404.562500 Penalty: 4414.672363
	Iteration 67Q: 3 clusters Score -888404.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -888407.937500 Penalty: 4414.672363
	Iteration 68Q: 3 clusters Score -888407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -888409.437500 Penalty: 4414.672363
	Iteration 69Q: 3 clusters Score -888409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -888411.000000 Penalty: 4414.672363
	Iteration 70Q: 3 clusters Score -888411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -888409.937500 Penalty: 4414.672363
	Iteration 71Q: 3 clusters Score -888409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -888412.125000 Penalty: 4414.672363
	Iteration 72Q: 3 clusters Score -888412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -888412.062500 Penalty: 4414.672363
	Iteration 73Q: 3 clusters Score -888412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -888412.375000 Penalty: 4414.672363
	Iteration 74Q: 3 clusters Score -888412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -888413.625000 Penalty: 4414.672363
	Iteration 75Q: 3 clusters Score -888413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -888416.062500 Penalty: 4414.672363
	Iteration 76Q: 3 clusters Score -888416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -888417.812500 Penalty: 4414.672363
	Iteration 77Q: 3 clusters Score -888417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -888417.375000 Penalty: 4414.672363
	Iteration 78Q: 3 clusters Score -888417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -888416.250000 Penalty: 4414.672363
	Iteration 79Q: 3 clusters Score -888416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -888416.250000 Penalty: 4414.672363
	Iteration 80F: 3 clusters Score -888416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -395547.156250 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -395547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -392113.875000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -392113.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -392930.031250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -392930 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -393219.875000 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -393219.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -393480.781250 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -393480.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -393682.562500 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -393682.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -393849.875000 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -393849.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -393972.968750 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -393973 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -394058.125000 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -394058.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -394115.875000 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -394115.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -394158.468750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -394158.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -394192.375000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -394192.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -394218.062500 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -394218.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -394239.375000 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -394239.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -394251.781250 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -394251.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -394269.812500 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -394269.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -394281.718750 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -394281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -394289.625000 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -394289.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -394297.500000 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -394297.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -394303.843750 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -394303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -394308.687500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -394308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -394314.656250 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -394314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -394318.656250 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -394318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -394320.687500 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -394320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -394322.375000 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -394322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -394323.593750 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -394323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -394325.937500 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -394325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -394325.937500 Penalty: 4014.660400
	Iteration 26F: 3 clusters Score -394325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Entering Unmasked Estep 
Score: -8404527.000000 Penalty: 2757.469971
	Iteration 0F: 2 clusters Score -8404527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -8359233.500000 Penalty: 5514.939941
	Iteration 0F: 3 clusters Score -8359234 nChanged 31630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8377391.500000 Penalty: 5514.939941
	Iteration 1F: 3 clusters Score -8377392 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8378509.500000 Penalty: 5514.939941
	Iteration 2Q: 3 clusters Score -8378510 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -8379755.000000 Penalty: 5514.939941
	Iteration 3Q: 3 clusters Score -8379755 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -8381337.500000 Penalty: 5514.939941
	Iteration 4F: 3 clusters Score -8381338 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -8382926.000000 Penalty: 5514.939941
	Iteration 5F: 3 clusters Score -8382926 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -8384519.500000 Penalty: 5514.939941
	Iteration 6F: 3 clusters Score -8384520 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8385781.000000 Penalty: 5514.939941
	Iteration 7Q: 3 clusters Score -8385781 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -8386722.500000 Penalty: 5514.939941
	Iteration 8Q: 3 clusters Score -8386722 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -8387513.500000 Penalty: 5514.939941
	Iteration 9Q: 3 clusters Score -8387514 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -8387996.000000 Penalty: 5514.939941
	Iteration 10Q: 3 clusters Score -8387996 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8388363.500000 Penalty: 5514.939941
	Iteration 11Q: 3 clusters Score -8388364 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -8388691.000000 Penalty: 5514.939941
	Iteration 12Q: 3 clusters Score -8388691 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -8388915.000000 Penalty: 5514.939941
	Iteration 13Q: 3 clusters Score -8388915 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -8389105.000000 Penalty: 5514.939941
	Iteration 14Q: 3 clusters Score -8389105 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -8389290.000000 Penalty: 5514.939941
	Iteration 15Q: 3 clusters Score -8389290 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -8389454.000000 Penalty: 5514.939941
	Iteration 16Q: 3 clusters Score -8389454 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -8389606.000000 Penalty: 5514.939941
	Iteration 17Q: 3 clusters Score -8389606 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -8389776.000000 Penalty: 5514.939941
	Iteration 18Q: 3 clusters Score -8389776 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -8389934.000000 Penalty: 5514.939941
	Iteration 19Q: 3 clusters Score -8389934 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -8390126.000000 Penalty: 5514.939941
	Iteration 20F: 3 clusters Score -8390126 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -8390411.000000 Penalty: 5514.939941
	Iteration 21Q: 3 clusters Score -8390411 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -8390802.000000 Penalty: 5514.939941
	Iteration 22Q: 3 clusters Score -8390802 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -8391293.000000 Penalty: 5514.939941
	Iteration 23Q: 3 clusters Score -8391293 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -8391875.000000 Penalty: 5514.939941
	Iteration 24Q: 3 clusters Score -8391875 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -8392607.000000 Penalty: 5514.939941
	Iteration 25Q: 3 clusters Score -8392607 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -8393488.000000 Penalty: 5514.939941
	Iteration 26Q: 3 clusters Score -8393488 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -8394692.000000 Penalty: 5514.939941
	Iteration 27Q: 3 clusters Score -8394692 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -8395848.000000 Penalty: 5514.939941
	Iteration 28Q: 3 clusters Score -8395848 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -8397012.000000 Penalty: 5514.939941
	Iteration 29Q: 3 clusters Score -8397012 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -8398188.000000 Penalty: 5514.939941
	Iteration 30Q: 3 clusters Score -8398188 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -8399195.000000 Penalty: 5514.939941
	Iteration 31Q: 3 clusters Score -8399195 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -8399958.000000 Penalty: 5514.939941
	Iteration 32Q: 3 clusters Score -8399958 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8400508.000000 Penalty: 5514.939941
	Iteration 33Q: 3 clusters Score -8400508 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8400940.000000 Penalty: 5514.939941
	Iteration 34Q: 3 clusters Score -8400940 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8401262.000000 Penalty: 5514.939941
	Iteration 35Q: 3 clusters Score -8401262 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8401480.000000 Penalty: 5514.939941
	Iteration 36Q: 3 clusters Score -8401480 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8401655.000000 Penalty: 5514.939941
	Iteration 37Q: 3 clusters Score -8401655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8401792.000000 Penalty: 5514.939941
	Iteration 38Q: 3 clusters Score -8401792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8401891.000000 Penalty: 5514.939941
	Iteration 39Q: 3 clusters Score -8401891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8401929.000000 Penalty: 5514.939941
	Iteration 40F: 3 clusters Score -8401929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8401981.000000 Penalty: 5514.939941
	Iteration 41Q: 3 clusters Score -8401981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8402017.000000 Penalty: 5514.939941
	Iteration 42Q: 3 clusters Score -8402017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8402065.000000 Penalty: 5514.939941
	Iteration 43Q: 3 clusters Score -8402065 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8402101.000000 Penalty: 5514.939941
	Iteration 44Q: 3 clusters Score -8402101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8402130.000000 Penalty: 5514.939941
	Iteration 45Q: 3 clusters Score -8402130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8402160.000000 Penalty: 5514.939941
	Iteration 46Q: 3 clusters Score -8402160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8402169.000000 Penalty: 5514.939941
	Iteration 47Q: 3 clusters Score -8402169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8402190.000000 Penalty: 5514.939941
	Iteration 48Q: 3 clusters Score -8402190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8402210.000000 Penalty: 5514.939941
	Iteration 49Q: 3 clusters Score -8402210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8402222.000000 Penalty: 5514.939941
	Iteration 50Q: 3 clusters Score -8402222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8402237.000000 Penalty: 5514.939941
	Iteration 51Q: 3 clusters Score -8402237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8402240.000000 Penalty: 5514.939941
	Iteration 52Q: 3 clusters Score -8402240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8402256.000000 Penalty: 5514.939941
	Iteration 53Q: 3 clusters Score -8402256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8402261.000000 Penalty: 5514.939941
	Iteration 54Q: 3 clusters Score -8402261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8402269.000000 Penalty: 5514.939941
	Iteration 55Q: 3 clusters Score -8402269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8402274.000000 Penalty: 5514.939941
	Iteration 56Q: 3 clusters Score -8402274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8402280.000000 Penalty: 5514.939941
	Iteration 57Q: 3 clusters Score -8402280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8402276.000000 Penalty: 5514.939941
	Iteration 58Q: 3 clusters Score -8402276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8402285.000000 Penalty: 5514.939941
	Iteration 59Q: 3 clusters Score -8402285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8402284.000000 Penalty: 5514.939941
	Iteration 60F: 3 clusters Score -8402284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8402285.000000 Penalty: 5514.939941
	Iteration 61Q: 3 clusters Score -8402285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8402289.000000 Penalty: 5514.939941
	Iteration 62Q: 3 clusters Score -8402289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8402282.000000 Penalty: 5514.939941
	Iteration 63Q: 3 clusters Score -8402282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8402293.000000 Penalty: 5514.939941
	Iteration 64Q: 3 clusters Score -8402293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8402290.000000 Penalty: 5514.939941
	Iteration 65Q: 3 clusters Score -8402290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8402292.000000 Penalty: 5514.939941
	Iteration 66Q: 3 clusters Score -8402292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8402288.000000 Penalty: 5514.939941
	Iteration 67Q: 3 clusters Score -8402288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8402290.000000 Penalty: 5514.939941
	Iteration 68Q: 3 clusters Score -8402290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8402290.000000 Penalty: 5514.939941
	Iteration 69Q: 3 clusters Score -8402290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8402284.000000 Penalty: 5514.939941
	Iteration 70Q: 3 clusters Score -8402284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8402291.000000 Penalty: 5514.939941
	Iteration 71Q: 3 clusters Score -8402291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8402290.000000 Penalty: 5514.939941
	Iteration 72Q: 3 clusters Score -8402290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8402290.000000 Penalty: 5514.939941
	Iteration 73F: 3 clusters Score -8402290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Entering Unmasked Estep 
Score: -1821076.375000 Penalty: 2379.388916
	Iteration 0F: 2 clusters Score -1821076 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 7331 members 
Entering Unmasked Estep 
Score: -1810400.750000 Penalty: 4758.777832
	Iteration 0F: 3 clusters Score -1810401 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1813837.000000 Penalty: 4758.777832
	Iteration 1F: 3 clusters Score -1813837 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1814216.125000 Penalty: 4758.777832
	Iteration 2F: 3 clusters Score -1814216 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1814541.750000 Penalty: 4758.777832
	Iteration 3Q: 3 clusters Score -1814542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1814914.625000 Penalty: 4758.777832
	Iteration 4Q: 3 clusters Score -1814915 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1815245.250000 Penalty: 4758.777832
	Iteration 5Q: 3 clusters Score -1815245 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1815452.125000 Penalty: 4758.777832
	Iteration 6Q: 3 clusters Score -1815452 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1815618.125000 Penalty: 4758.777832
	Iteration 7Q: 3 clusters Score -1815618 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1815769.125000 Penalty: 4758.777832
	Iteration 8Q: 3 clusters Score -1815769 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1815908.375000 Penalty: 4758.777832
	Iteration 9Q: 3 clusters Score -1815908 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1816070.250000 Penalty: 4758.777832
	Iteration 10Q: 3 clusters Score -1816070 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1816290.875000 Penalty: 4758.777832
	Iteration 11Q: 3 clusters Score -1816291 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1816576.875000 Penalty: 4758.777832
	Iteration 12Q: 3 clusters Score -1816577 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1816923.500000 Penalty: 4758.777832
	Iteration 13Q: 3 clusters Score -1816924 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1817350.875000 Penalty: 4758.777832
	Iteration 14Q: 3 clusters Score -1817351 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1817820.000000 Penalty: 4758.777832
	Iteration 15Q: 3 clusters Score -1817820 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1818312.250000 Penalty: 4758.777832
	Iteration 16Q: 3 clusters Score -1818312 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1818729.000000 Penalty: 4758.777832
	Iteration 17Q: 3 clusters Score -1818729 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1819064.125000 Penalty: 4758.777832
	Iteration 18Q: 3 clusters Score -1819064 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1819315.500000 Penalty: 4758.777832
	Iteration 19Q: 3 clusters Score -1819316 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1819497.375000 Penalty: 4758.777832
	Iteration 20F: 3 clusters Score -1819497 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1819642.125000 Penalty: 4758.777832
	Iteration 21Q: 3 clusters Score -1819642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1819747.750000 Penalty: 4758.777832
	Iteration 22Q: 3 clusters Score -1819748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1819837.375000 Penalty: 4758.777832
	Iteration 23Q: 3 clusters Score -1819837 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1819896.625000 Penalty: 4758.777832
	Iteration 24Q: 3 clusters Score -1819897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1819929.500000 Penalty: 4758.777832
	Iteration 25Q: 3 clusters Score -1819930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1819978.125000 Penalty: 4758.777832
	Iteration 26Q: 3 clusters Score -1819978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1820007.500000 Penalty: 4758.777832
	Iteration 27Q: 3 clusters Score -1820008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1820031.125000 Penalty: 4758.777832
	Iteration 28Q: 3 clusters Score -1820031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1820050.500000 Penalty: 4758.777832
	Iteration 29Q: 3 clusters Score -1820050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1820068.750000 Penalty: 4758.777832
	Iteration 30Q: 3 clusters Score -1820069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1820082.000000 Penalty: 4758.777832
	Iteration 31Q: 3 clusters Score -1820082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1820094.250000 Penalty: 4758.777832
	Iteration 32Q: 3 clusters Score -1820094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1820107.125000 Penalty: 4758.777832
	Iteration 33Q: 3 clusters Score -1820107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1820107.125000 Penalty: 4758.777832
	Iteration 34Q: 3 clusters Score -1820107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1820105.375000 Penalty: 4758.777832
	Iteration 35Q: 3 clusters Score -1820105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1820105.000000 Penalty: 4758.777832
	Iteration 36Q: 3 clusters Score -1820105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1820104.125000 Penalty: 4758.777832
	Iteration 37Q: 3 clusters Score -1820104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1820102.375000 Penalty: 4758.777832
	Iteration 38Q: 3 clusters Score -1820102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1820103.625000 Penalty: 4758.777832
	Iteration 39Q: 3 clusters Score -1820104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1820104.750000 Penalty: 4758.777832
	Iteration 40F: 3 clusters Score -1820105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Entering Unmasked Estep 
Score: -4962671.500000 Penalty: 2627.704834
	Iteration 0F: 2 clusters Score -4962672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4935688.500000 Penalty: 5255.409668
	Iteration 0F: 3 clusters Score -4935688 nChanged 18320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4946158.500000 Penalty: 5255.409668
	Iteration 1F: 3 clusters Score -4946158 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4947391.000000 Penalty: 5255.409668
	Iteration 2F: 3 clusters Score -4947391 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4949065.000000 Penalty: 5255.409668
	Iteration 3F: 3 clusters Score -4949065 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4951162.500000 Penalty: 5255.409668
	Iteration 4F: 3 clusters Score -4951162 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4953611.000000 Penalty: 5255.409668
	Iteration 5F: 3 clusters Score -4953611 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4955980.500000 Penalty: 5255.409668
	Iteration 6F: 3 clusters Score -4955980 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4958065.000000 Penalty: 5255.409668
	Iteration 7F: 3 clusters Score -4958065 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4959620.000000 Penalty: 5255.409668
	Iteration 8Q: 3 clusters Score -4959620 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4960523.500000 Penalty: 5255.409668
	Iteration 9Q: 3 clusters Score -4960524 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4961011.000000 Penalty: 5255.409668
	Iteration 10Q: 3 clusters Score -4961011 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4961266.000000 Penalty: 5255.409668
	Iteration 11Q: 3 clusters Score -4961266 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4961422.500000 Penalty: 5255.409668
	Iteration 12Q: 3 clusters Score -4961422 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4961531.500000 Penalty: 5255.409668
	Iteration 13Q: 3 clusters Score -4961532 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4961611.500000 Penalty: 5255.409668
	Iteration 14Q: 3 clusters Score -4961612 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4961683.500000 Penalty: 5255.409668
	Iteration 15Q: 3 clusters Score -4961684 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4961729.000000 Penalty: 5255.409668
	Iteration 16Q: 3 clusters Score -4961729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4961754.500000 Penalty: 5255.409668
	Iteration 17Q: 3 clusters Score -4961754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4961800.500000 Penalty: 5255.409668
	Iteration 18Q: 3 clusters Score -4961800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4961830.500000 Penalty: 5255.409668
	Iteration 19Q: 3 clusters Score -4961830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4961864.500000 Penalty: 5255.409668
	Iteration 20F: 3 clusters Score -4961864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4961878.000000 Penalty: 5255.409668
	Iteration 21Q: 3 clusters Score -4961878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4961904.500000 Penalty: 5255.409668
	Iteration 22Q: 3 clusters Score -4961904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4961919.000000 Penalty: 5255.409668
	Iteration 23Q: 3 clusters Score -4961919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4961917.500000 Penalty: 5255.409668
	Iteration 24Q: 3 clusters Score -4961918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4961939.500000 Penalty: 5255.409668
	Iteration 25Q: 3 clusters Score -4961940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4961937.500000 Penalty: 5255.409668
	Iteration 26Q: 3 clusters Score -4961938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4961938.500000 Penalty: 5255.409668
	Iteration 27Q: 3 clusters Score -4961938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4961947.000000 Penalty: 5255.409668
	Iteration 28Q: 3 clusters Score -4961947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4961958.000000 Penalty: 5255.409668
	Iteration 29Q: 3 clusters Score -4961958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4961952.000000 Penalty: 5255.409668
	Iteration 30Q: 3 clusters Score -4961952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4961949.500000 Penalty: 5255.409668
	Iteration 31Q: 3 clusters Score -4961950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4961963.500000 Penalty: 5255.409668
	Iteration 32Q: 3 clusters Score -4961964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4961970.000000 Penalty: 5255.409668
	Iteration 33Q: 3 clusters Score -4961970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4961960.500000 Penalty: 5255.409668
	Iteration 34Q: 3 clusters Score -4961960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4961961.000000 Penalty: 5255.409668
	Iteration 35Q: 3 clusters Score -4961961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4961955.000000 Penalty: 5255.409668
	Iteration 36Q: 3 clusters Score -4961955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4961953.000000 Penalty: 5255.409668
	Iteration 37Q: 3 clusters Score -4961953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4961966.000000 Penalty: 5255.409668
	Iteration 38Q: 3 clusters Score -4961966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4961969.500000 Penalty: 5255.409668
	Iteration 39Q: 3 clusters Score -4961970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4961953.500000 Penalty: 5255.409668
	Iteration 40F: 3 clusters Score -4961954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -4961956.500000 Penalty: 5255.409668
	Iteration 41Q: 3 clusters Score -4961956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4961957.500000 Penalty: 5255.409668
	Iteration 42Q: 3 clusters Score -4961958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4961963.500000 Penalty: 5255.409668
	Iteration 43Q: 3 clusters Score -4961964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4961965.500000 Penalty: 5255.409668
	Iteration 44Q: 3 clusters Score -4961966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4961978.000000 Penalty: 5255.409668
	Iteration 45Q: 3 clusters Score -4961978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4961973.500000 Penalty: 5255.409668
	Iteration 46Q: 3 clusters Score -4961974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4961970.000000 Penalty: 5255.409668
	Iteration 47Q: 3 clusters Score -4961970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4961981.000000 Penalty: 5255.409668
	Iteration 48Q: 3 clusters Score -4961981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4961976.000000 Penalty: 5255.409668
	Iteration 49Q: 3 clusters Score -4961976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4961976.500000 Penalty: 5255.409668
	Iteration 50Q: 3 clusters Score -4961976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4961983.000000 Penalty: 5255.409668
	Iteration 51Q: 3 clusters Score -4961983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4961980.000000 Penalty: 5255.409668
	Iteration 52Q: 3 clusters Score -4961980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4961977.500000 Penalty: 5255.409668
	Iteration 53Q: 3 clusters Score -4961978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4961981.500000 Penalty: 5255.409668
	Iteration 54Q: 3 clusters Score -4961982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4961987.500000 Penalty: 5255.409668
	Iteration 55Q: 3 clusters Score -4961988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4961980.000000 Penalty: 5255.409668
	Iteration 56Q: 3 clusters Score -4961980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4961978.500000 Penalty: 5255.409668
	Iteration 57Q: 3 clusters Score -4961978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4961979.000000 Penalty: 5255.409668
	Iteration 58Q: 3 clusters Score -4961979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4961984.500000 Penalty: 5255.409668
	Iteration 59Q: 3 clusters Score -4961984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4961981.000000 Penalty: 5255.409668
	Iteration 60F: 3 clusters Score -4961981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4961980.500000 Penalty: 5255.409668
	Iteration 61Q: 3 clusters Score -4961980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4961981.000000 Penalty: 5255.409668
	Iteration 62Q: 3 clusters Score -4961981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4961985.000000 Penalty: 5255.409668
	Iteration 63Q: 3 clusters Score -4961985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4961981.000000 Penalty: 5255.409668
	Iteration 64Q: 3 clusters Score -4961981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4961983.000000 Penalty: 5255.409668
	Iteration 65Q: 3 clusters Score -4961983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4961978.000000 Penalty: 5255.409668
	Iteration 66Q: 3 clusters Score -4961978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4961984.000000 Penalty: 5255.409668
	Iteration 67Q: 3 clusters Score -4961984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4961984.500000 Penalty: 5255.409668
	Iteration 68Q: 3 clusters Score -4961984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4961980.500000 Penalty: 5255.409668
	Iteration 69Q: 3 clusters Score -4961980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4961986.500000 Penalty: 5255.409668
	Iteration 70Q: 3 clusters Score -4961986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4961988.000000 Penalty: 5255.409668
	Iteration 71Q: 3 clusters Score -4961988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4961987.000000 Penalty: 5255.409668
	Iteration 72Q: 3 clusters Score -4961987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4961990.500000 Penalty: 5255.409668
	Iteration 73Q: 3 clusters Score -4961990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4961989.000000 Penalty: 5255.409668
	Iteration 74Q: 3 clusters Score -4961989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4961990.500000 Penalty: 5255.409668
	Iteration 75Q: 3 clusters Score -4961990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4961993.500000 Penalty: 5255.409668
	Iteration 76Q: 3 clusters Score -4961994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4962001.000000 Penalty: 5255.409668
	Iteration 77Q: 3 clusters Score -4962001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4962000.000000 Penalty: 5255.409668
	Iteration 78Q: 3 clusters Score -4962000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4962008.000000 Penalty: 5255.409668
	Iteration 79Q: 3 clusters Score -4962008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4962009.500000 Penalty: 5255.409668
	Iteration 80F: 3 clusters Score -4962010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4962011.500000 Penalty: 5255.409668
	Iteration 81Q: 3 clusters Score -4962012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4962011.500000 Penalty: 5255.409668
	Iteration 82F: 3 clusters Score -4962012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1161599.875000 Penalty: 2294.629395
	Iteration 0F: 2 clusters Score -1161600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1153633.000000 Penalty: 4589.258789
	Iteration 0F: 3 clusters Score -1153633 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1156086.000000 Penalty: 4589.258789
	Iteration 1F: 3 clusters Score -1156086 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1156514.875000 Penalty: 4589.258789
	Iteration 2F: 3 clusters Score -1156515 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1156872.125000 Penalty: 4589.258789
	Iteration 3F: 3 clusters Score -1156872 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1157215.750000 Penalty: 4589.258789
	Iteration 4F: 3 clusters Score -1157216 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1157544.125000 Penalty: 4589.258789
	Iteration 5F: 3 clusters Score -1157544 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1157868.375000 Penalty: 4589.258789
	Iteration 6Q: 3 clusters Score -1157868 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1158203.875000 Penalty: 4589.258789
	Iteration 7Q: 3 clusters Score -1158204 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1158560.000000 Penalty: 4589.258789
	Iteration 8Q: 3 clusters Score -1158560 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1158920.375000 Penalty: 4589.258789
	Iteration 9Q: 3 clusters Score -1158920 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1159206.625000 Penalty: 4589.258789
	Iteration 10Q: 3 clusters Score -1159207 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1159451.250000 Penalty: 4589.258789
	Iteration 11Q: 3 clusters Score -1159451 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1159664.250000 Penalty: 4589.258789
	Iteration 12Q: 3 clusters Score -1159664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1159840.625000 Penalty: 4589.258789
	Iteration 13Q: 3 clusters Score -1159841 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1159967.375000 Penalty: 4589.258789
	Iteration 14Q: 3 clusters Score -1159967 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1160061.750000 Penalty: 4589.258789
	Iteration 15Q: 3 clusters Score -1160062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1160115.000000 Penalty: 4589.258789
	Iteration 16Q: 3 clusters Score -1160115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1160155.000000 Penalty: 4589.258789
	Iteration 17Q: 3 clusters Score -1160155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1160181.000000 Penalty: 4589.258789
	Iteration 18Q: 3 clusters Score -1160181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1160198.750000 Penalty: 4589.258789
	Iteration 19Q: 3 clusters Score -1160199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1160215.000000 Penalty: 4589.258789
	Iteration 20F: 3 clusters Score -1160215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1160228.125000 Penalty: 4589.258789
	Iteration 21Q: 3 clusters Score -1160228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1160240.750000 Penalty: 4589.258789
	Iteration 22Q: 3 clusters Score -1160241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1160254.625000 Penalty: 4589.258789
	Iteration 23Q: 3 clusters Score -1160255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1160262.250000 Penalty: 4589.258789
	Iteration 24Q: 3 clusters Score -1160262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1160268.000000 Penalty: 4589.258789
	Iteration 25Q: 3 clusters Score -1160268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1160272.875000 Penalty: 4589.258789
	Iteration 26Q: 3 clusters Score -1160273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1160281.250000 Penalty: 4589.258789
	Iteration 27Q: 3 clusters Score -1160281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1160286.625000 Penalty: 4589.258789
	Iteration 28Q: 3 clusters Score -1160287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1160294.875000 Penalty: 4589.258789
	Iteration 29Q: 3 clusters Score -1160295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1160299.250000 Penalty: 4589.258789
	Iteration 30Q: 3 clusters Score -1160299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1160305.125000 Penalty: 4589.258789
	Iteration 31Q: 3 clusters Score -1160305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1160307.625000 Penalty: 4589.258789
	Iteration 32Q: 3 clusters Score -1160308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1160313.875000 Penalty: 4589.258789
	Iteration 33Q: 3 clusters Score -1160314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1160315.875000 Penalty: 4589.258789
	Iteration 34Q: 3 clusters Score -1160316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1160321.875000 Penalty: 4589.258789
	Iteration 35Q: 3 clusters Score -1160322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1160323.250000 Penalty: 4589.258789
	Iteration 36Q: 3 clusters Score -1160323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1160327.625000 Penalty: 4589.258789
	Iteration 37Q: 3 clusters Score -1160328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1160335.500000 Penalty: 4589.258789
	Iteration 38Q: 3 clusters Score -1160336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1160335.125000 Penalty: 4589.258789
	Iteration 39Q: 3 clusters Score -1160335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1160334.875000 Penalty: 4589.258789
	Iteration 40F: 3 clusters Score -1160335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1160336.500000 Penalty: 4589.258789
	Iteration 41Q: 3 clusters Score -1160336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1160338.250000 Penalty: 4589.258789
	Iteration 42Q: 3 clusters Score -1160338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1160339.875000 Penalty: 4589.258789
	Iteration 43Q: 3 clusters Score -1160340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1160339.375000 Penalty: 4589.258789
	Iteration 44Q: 3 clusters Score -1160339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1160341.125000 Penalty: 4589.258789
	Iteration 45Q: 3 clusters Score -1160341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1160342.375000 Penalty: 4589.258789
	Iteration 46Q: 3 clusters Score -1160342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1160344.875000 Penalty: 4589.258789
	Iteration 47Q: 3 clusters Score -1160345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1160347.750000 Penalty: 4589.258789
	Iteration 48Q: 3 clusters Score -1160348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1160350.750000 Penalty: 4589.258789
	Iteration 49Q: 3 clusters Score -1160351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1160350.875000 Penalty: 4589.258789
	Iteration 50Q: 3 clusters Score -1160351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1160352.875000 Penalty: 4589.258789
	Iteration 51Q: 3 clusters Score -1160353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1160354.500000 Penalty: 4589.258789
	Iteration 52Q: 3 clusters Score -1160354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1160354.500000 Penalty: 4589.258789
	Iteration 53Q: 3 clusters Score -1160354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1160355.375000 Penalty: 4589.258789
	Iteration 54Q: 3 clusters Score -1160355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1160356.625000 Penalty: 4589.258789
	Iteration 55Q: 3 clusters Score -1160357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1160356.750000 Penalty: 4589.258789
	Iteration 56Q: 3 clusters Score -1160357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1160357.250000 Penalty: 4589.258789
	Iteration 57Q: 3 clusters Score -1160357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1160356.375000 Penalty: 4589.258789
	Iteration 58Q: 3 clusters Score -1160356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1160355.625000 Penalty: 4589.258789
	Iteration 59Q: 3 clusters Score -1160356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1160355.625000 Penalty: 4589.258789
	Iteration 60F: 3 clusters Score -1160356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -141706.156250 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -141706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139702.890625 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -139702.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140000.546875 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -140000.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140077.125000 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -140077.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140118.109375 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -140118.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -140135.765625 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -140135.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140151.625000 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -140151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -140158.343750 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -140158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140163.484375 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -140163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -140168.234375 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -140168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140173.437500 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -140173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140174.406250 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -140174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -140175.578125 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -140175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140176.125000 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -140176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140176.125000 Penalty: 3500.717529
	Iteration 13F: 3 clusters Score -140176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (107831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Entering Unmasked Estep 
Score: -13559259.000000 Penalty: 2873.903564
	Iteration 0F: 2 clusters Score -1.355926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -13486717.000000 Penalty: 5747.807129
	Iteration 0F: 3 clusters Score -1.348672e+07 nChanged 51240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -13516307.000000 Penalty: 5747.807129
	Iteration 1F: 3 clusters Score -1.351631e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -13517313.000000 Penalty: 5747.807129
	Iteration 2Q: 3 clusters Score -1.351731e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -13518364.000000 Penalty: 5747.807129
	Iteration 3Q: 3 clusters Score -1.351836e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -13520025.000000 Penalty: 5747.807129
	Iteration 4Q: 3 clusters Score -1.352002e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -13521972.000000 Penalty: 5747.807129
	Iteration 5Q: 3 clusters Score -1.352197e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -13524726.000000 Penalty: 5747.807129
	Iteration 6F: 3 clusters Score -1.352473e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -13528367.000000 Penalty: 5747.807129
	Iteration 7F: 3 clusters Score -1.352837e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -13533347.000000 Penalty: 5747.807129
	Iteration 8F: 3 clusters Score -1.353335e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -13539125.000000 Penalty: 5747.807129
	Iteration 9F: 3 clusters Score -1.353912e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -13544197.000000 Penalty: 5747.807129
	Iteration 10F: 3 clusters Score -1.35442e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -13547272.000000 Penalty: 5747.807129
	Iteration 11Q: 3 clusters Score -1.354727e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -13548910.000000 Penalty: 5747.807129
	Iteration 12Q: 3 clusters Score -1.354891e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -13549870.000000 Penalty: 5747.807129
	Iteration 13Q: 3 clusters Score -1.354987e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -13550584.000000 Penalty: 5747.807129
	Iteration 14Q: 3 clusters Score -1.355058e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -13551070.000000 Penalty: 5747.807129
	Iteration 15Q: 3 clusters Score -1.355107e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -13551408.000000 Penalty: 5747.807129
	Iteration 16Q: 3 clusters Score -1.355141e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -13551647.000000 Penalty: 5747.807129
	Iteration 17Q: 3 clusters Score -1.355165e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -13551890.000000 Penalty: 5747.807129
	Iteration 18Q: 3 clusters Score -1.355189e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -13552114.000000 Penalty: 5747.807129
	Iteration 19Q: 3 clusters Score -1.355211e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -13552256.000000 Penalty: 5747.807129
	Iteration 20F: 3 clusters Score -1.355226e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -13552414.000000 Penalty: 5747.807129
	Iteration 21Q: 3 clusters Score -1.355241e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -13552468.000000 Penalty: 5747.807129
	Iteration 22Q: 3 clusters Score -1.355247e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -13552581.000000 Penalty: 5747.807129
	Iteration 23Q: 3 clusters Score -1.355258e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -13552676.000000 Penalty: 5747.807129
	Iteration 24Q: 3 clusters Score -1.355268e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -13552814.000000 Penalty: 5747.807129
	Iteration 25Q: 3 clusters Score -1.355281e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -13552868.000000 Penalty: 5747.807129
	Iteration 26Q: 3 clusters Score -1.355287e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -13552906.000000 Penalty: 5747.807129
	Iteration 27Q: 3 clusters Score -1.355291e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -13552984.000000 Penalty: 5747.807129
	Iteration 28Q: 3 clusters Score -1.355298e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -13553041.000000 Penalty: 5747.807129
	Iteration 29Q: 3 clusters Score -1.355304e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -13553122.000000 Penalty: 5747.807129
	Iteration 30Q: 3 clusters Score -1.355312e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -13553198.000000 Penalty: 5747.807129
	Iteration 31Q: 3 clusters Score -1.35532e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -13553318.000000 Penalty: 5747.807129
	Iteration 32Q: 3 clusters Score -1.355332e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -13553407.000000 Penalty: 5747.807129
	Iteration 33Q: 3 clusters Score -1.355341e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -13553471.000000 Penalty: 5747.807129
	Iteration 34Q: 3 clusters Score -1.355347e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -13553548.000000 Penalty: 5747.807129
	Iteration 35Q: 3 clusters Score -1.355355e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -13553629.000000 Penalty: 5747.807129
	Iteration 36Q: 3 clusters Score -1.355363e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -13553719.000000 Penalty: 5747.807129
	Iteration 37Q: 3 clusters Score -1.355372e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -13553797.000000 Penalty: 5747.807129
	Iteration 38Q: 3 clusters Score -1.35538e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -13553891.000000 Penalty: 5747.807129
	Iteration 39Q: 3 clusters Score -1.355389e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -13554025.000000 Penalty: 5747.807129
	Iteration 40F: 3 clusters Score -1.355402e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -13554125.000000 Penalty: 5747.807129
	Iteration 41Q: 3 clusters Score -1.355412e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -13554303.000000 Penalty: 5747.807129
	Iteration 42Q: 3 clusters Score -1.35543e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -13554460.000000 Penalty: 5747.807129
	Iteration 43Q: 3 clusters Score -1.355446e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -13554549.000000 Penalty: 5747.807129
	Iteration 44Q: 3 clusters Score -1.355455e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -13554691.000000 Penalty: 5747.807129
	Iteration 45Q: 3 clusters Score -1.355469e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -13554769.000000 Penalty: 5747.807129
	Iteration 46Q: 3 clusters Score -1.355477e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -13554856.000000 Penalty: 5747.807129
	Iteration 47Q: 3 clusters Score -1.355486e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -13554910.000000 Penalty: 5747.807129
	Iteration 48Q: 3 clusters Score -1.355491e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -13555042.000000 Penalty: 5747.807129
	Iteration 49Q: 3 clusters Score -1.355504e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -13555102.000000 Penalty: 5747.807129
	Iteration 50Q: 3 clusters Score -1.35551e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -13555168.000000 Penalty: 5747.807129
	Iteration 51Q: 3 clusters Score -1.355517e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -13555314.000000 Penalty: 5747.807129
	Iteration 52Q: 3 clusters Score -1.355531e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -13555416.000000 Penalty: 5747.807129
	Iteration 53Q: 3 clusters Score -1.355542e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -13555554.000000 Penalty: 5747.807129
	Iteration 54Q: 3 clusters Score -1.355555e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -13555647.000000 Penalty: 5747.807129
	Iteration 55Q: 3 clusters Score -1.355565e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -13555754.000000 Penalty: 5747.807129
	Iteration 56Q: 3 clusters Score -1.355575e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -13555899.000000 Penalty: 5747.807129
	Iteration 57Q: 3 clusters Score -1.35559e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -13555962.000000 Penalty: 5747.807129
	Iteration 58Q: 3 clusters Score -1.355596e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -13556034.000000 Penalty: 5747.807129
	Iteration 59Q: 3 clusters Score -1.355603e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102420 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -13556124.000000 Penalty: 5747.807129
	Iteration 60F: 3 clusters Score -1.355612e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -13556197.000000 Penalty: 5747.807129
	Iteration 61Q: 3 clusters Score -1.35562e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -13556256.000000 Penalty: 5747.807129
	Iteration 62Q: 3 clusters Score -1.355626e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -13556278.000000 Penalty: 5747.807129
	Iteration 63Q: 3 clusters Score -1.355628e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13556348.000000 Penalty: 5747.807129
	Iteration 64Q: 3 clusters Score -1.355635e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -13556421.000000 Penalty: 5747.807129
	Iteration 65Q: 3 clusters Score -1.355642e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -13556467.000000 Penalty: 5747.807129
	Iteration 66Q: 3 clusters Score -1.355647e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -13556509.000000 Penalty: 5747.807129
	Iteration 67Q: 3 clusters Score -1.355651e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -13556501.000000 Penalty: 5747.807129
	Iteration 68Q: 3 clusters Score -1.35565e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13556558.000000 Penalty: 5747.807129
	Iteration 69Q: 3 clusters Score -1.355656e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -13556585.000000 Penalty: 5747.807129
	Iteration 70Q: 3 clusters Score -1.355658e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -13556586.000000 Penalty: 5747.807129
	Iteration 71Q: 3 clusters Score -1.355659e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13556607.000000 Penalty: 5747.807129
	Iteration 72Q: 3 clusters Score -1.355661e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -13556641.000000 Penalty: 5747.807129
	Iteration 73Q: 3 clusters Score -1.355664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13556666.000000 Penalty: 5747.807129
	Iteration 74Q: 3 clusters Score -1.355667e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -13556672.000000 Penalty: 5747.807129
	Iteration 75Q: 3 clusters Score -1.355667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13556701.000000 Penalty: 5747.807129
	Iteration 76Q: 3 clusters Score -1.35567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -13556726.000000 Penalty: 5747.807129
	Iteration 77Q: 3 clusters Score -1.355673e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13556739.000000 Penalty: 5747.807129
	Iteration 78Q: 3 clusters Score -1.355674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13556740.000000 Penalty: 5747.807129
	Iteration 79Q: 3 clusters Score -1.355674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -13556748.000000 Penalty: 5747.807129
	Iteration 80F: 3 clusters Score -1.355675e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -13556767.000000 Penalty: 5747.807129
	Iteration 81Q: 3 clusters Score -1.355677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13556790.000000 Penalty: 5747.807129
	Iteration 82Q: 3 clusters Score -1.355679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13556790.000000 Penalty: 5747.807129
	Iteration 83Q: 3 clusters Score -1.355679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13556804.000000 Penalty: 5747.807129
	Iteration 84Q: 3 clusters Score -1.35568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13556801.000000 Penalty: 5747.807129
	Iteration 85Q: 3 clusters Score -1.35568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13556781.000000 Penalty: 5747.807129
	Iteration 86Q: 3 clusters Score -1.355678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13556787.000000 Penalty: 5747.807129
	Iteration 87Q: 3 clusters Score -1.355679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13556802.000000 Penalty: 5747.807129
	Iteration 88Q: 3 clusters Score -1.35568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13556834.000000 Penalty: 5747.807129
	Iteration 89Q: 3 clusters Score -1.355683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -13556840.000000 Penalty: 5747.807129
	Iteration 90Q: 3 clusters Score -1.355684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13556840.000000 Penalty: 5747.807129
	Iteration 91Q: 3 clusters Score -1.355684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13556862.000000 Penalty: 5747.807129
	Iteration 92Q: 3 clusters Score -1.355686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -13556862.000000 Penalty: 5747.807129
	Iteration 93Q: 3 clusters Score -1.355686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13556886.000000 Penalty: 5747.807129
	Iteration 94Q: 3 clusters Score -1.355689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13556901.000000 Penalty: 5747.807129
	Iteration 95Q: 3 clusters Score -1.35569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13556904.000000 Penalty: 5747.807129
	Iteration 96Q: 3 clusters Score -1.35569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13556916.000000 Penalty: 5747.807129
	Iteration 97Q: 3 clusters Score -1.355692e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13556937.000000 Penalty: 5747.807129
	Iteration 98Q: 3 clusters Score -1.355694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13556949.000000 Penalty: 5747.807129
	Iteration 99Q: 3 clusters Score -1.355695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13556950.000000 Penalty: 5747.807129
	Iteration 100F: 3 clusters Score -1.355695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13556948.000000 Penalty: 5747.807129
	Iteration 101Q: 3 clusters Score -1.355695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13556965.000000 Penalty: 5747.807129
	Iteration 102Q: 3 clusters Score -1.355696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13556977.000000 Penalty: 5747.807129
	Iteration 103Q: 3 clusters Score -1.355698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13556973.000000 Penalty: 5747.807129
	Iteration 104Q: 3 clusters Score -1.355697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13556977.000000 Penalty: 5747.807129
	Iteration 105Q: 3 clusters Score -1.355698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -13556990.000000 Penalty: 5747.807129
	Iteration 106Q: 3 clusters Score -1.355699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13556983.000000 Penalty: 5747.807129
	Iteration 107Q: 3 clusters Score -1.355698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -13556994.000000 Penalty: 5747.807129
	Iteration 108Q: 3 clusters Score -1.355699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13556978.000000 Penalty: 5747.807129
	Iteration 109Q: 3 clusters Score -1.355698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13556977.000000 Penalty: 5747.807129
	Iteration 110Q: 3 clusters Score -1.355698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13556967.000000 Penalty: 5747.807129
	Iteration 111Q: 3 clusters Score -1.355697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13556980.000000 Penalty: 5747.807129
	Iteration 112Q: 3 clusters Score -1.355698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13556980.000000 Penalty: 5747.807129
	Iteration 113Q: 3 clusters Score -1.355698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -13556976.000000 Penalty: 5747.807129
	Iteration 114Q: 3 clusters Score -1.355698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -13556980.000000 Penalty: 5747.807129
	Iteration 115Q: 3 clusters Score -1.355698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13556989.000000 Penalty: 5747.807129
	Iteration 116Q: 3 clusters Score -1.355699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13556989.000000 Penalty: 5747.807129
	Iteration 117Q: 3 clusters Score -1.355699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13557005.000000 Penalty: 5747.807129
	Iteration 118Q: 3 clusters Score -1.3557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13557004.000000 Penalty: 5747.807129
	Iteration 119Q: 3 clusters Score -1.3557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13557022.000000 Penalty: 5747.807129
	Iteration 120F: 3 clusters Score -1.355702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105959 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13557023.000000 Penalty: 5747.807129
	Iteration 121Q: 3 clusters Score -1.355702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13557028.000000 Penalty: 5747.807129
	Iteration 122Q: 3 clusters Score -1.355703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13557020.000000 Penalty: 5747.807129
	Iteration 123Q: 3 clusters Score -1.355702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -13557024.000000 Penalty: 5747.807129
	Iteration 124Q: 3 clusters Score -1.355702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -13557043.000000 Penalty: 5747.807129
	Iteration 125Q: 3 clusters Score -1.355704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13557030.000000 Penalty: 5747.807129
	Iteration 126Q: 3 clusters Score -1.355703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13557035.000000 Penalty: 5747.807129
	Iteration 127Q: 3 clusters Score -1.355704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -13557034.000000 Penalty: 5747.807129
	Iteration 128Q: 3 clusters Score -1.355703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13557036.000000 Penalty: 5747.807129
	Iteration 129Q: 3 clusters Score -1.355704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13557030.000000 Penalty: 5747.807129
	Iteration 130Q: 3 clusters Score -1.355703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13557031.000000 Penalty: 5747.807129
	Iteration 131Q: 3 clusters Score -1.355703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -13557031.000000 Penalty: 5747.807129
	Iteration 132Q: 3 clusters Score -1.355703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13557026.000000 Penalty: 5747.807129
	Iteration 133Q: 3 clusters Score -1.355703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13557037.000000 Penalty: 5747.807129
	Iteration 134Q: 3 clusters Score -1.355704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13557038.000000 Penalty: 5747.807129
	Iteration 135Q: 3 clusters Score -1.355704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -13557042.000000 Penalty: 5747.807129
	Iteration 136Q: 3 clusters Score -1.355704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13557039.000000 Penalty: 5747.807129
	Iteration 137Q: 3 clusters Score -1.355704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13557019.000000 Penalty: 5747.807129
	Iteration 138Q: 3 clusters Score -1.355702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13557026.000000 Penalty: 5747.807129
	Iteration 139Q: 3 clusters Score -1.355703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -13557031.000000 Penalty: 5747.807129
	Iteration 140F: 3 clusters Score -1.355703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13557023.000000 Penalty: 5747.807129
	Iteration 141Q: 3 clusters Score -1.355702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13557028.000000 Penalty: 5747.807129
	Iteration 142Q: 3 clusters Score -1.355703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13557024.000000 Penalty: 5747.807129
	Iteration 143Q: 3 clusters Score -1.355702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13557032.000000 Penalty: 5747.807129
	Iteration 144Q: 3 clusters Score -1.355703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13557036.000000 Penalty: 5747.807129
	Iteration 145Q: 3 clusters Score -1.355704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13557028.000000 Penalty: 5747.807129
	Iteration 146Q: 3 clusters Score -1.355703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13557028.000000 Penalty: 5747.807129
	Iteration 147F: 3 clusters Score -1.355703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -1357070.000000 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -1357070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1348837.625000 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -1348838 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1351353.125000 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -1351353 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1351713.000000 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -1351713 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1351962.125000 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -1351962 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1352174.125000 Penalty: 4609.797363
	Iteration 4Q: 3 clusters Score -1352174 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1352352.125000 Penalty: 4609.797363
	Iteration 5Q: 3 clusters Score -1352352 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1352516.625000 Penalty: 4609.797363
	Iteration 6Q: 3 clusters Score -1352517 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1352690.125000 Penalty: 4609.797363
	Iteration 7Q: 3 clusters Score -1352690 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1352859.125000 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -1352859 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1353029.500000 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -1353030 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1353187.625000 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -1353188 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1353331.375000 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -1353331 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1353486.250000 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -1353486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1353644.500000 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -1353644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1353777.375000 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -1353777 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1353916.250000 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -1353916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1354058.500000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -1354058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1354187.625000 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -1354188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1354320.625000 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -1354321 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1354434.875000 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -1354435 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1354576.875000 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -1354577 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1354689.000000 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -1354689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1354776.125000 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -1354776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1354842.500000 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -1354842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1354897.375000 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -1354897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1354930.500000 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -1354930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1354963.375000 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -1354963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1354989.375000 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -1354989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1355007.250000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -1355007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1355032.000000 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -1355032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1355053.875000 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -1355054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1355070.125000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -1355070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1355090.875000 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -1355091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1355103.875000 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -1355104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1355113.500000 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -1355114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1355124.625000 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -1355125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1355127.750000 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -1355128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1355132.125000 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -1355132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1355137.750000 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -1355138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1355139.875000 Penalty: 4609.797363
	Iteration 39Q: 3 clusters Score -1355140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1355149.250000 Penalty: 4609.797363
	Iteration 40F: 3 clusters Score -1355149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1355150.750000 Penalty: 4609.797363
	Iteration 41Q: 3 clusters Score -1355151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1355157.375000 Penalty: 4609.797363
	Iteration 42Q: 3 clusters Score -1355157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1355163.000000 Penalty: 4609.797363
	Iteration 43Q: 3 clusters Score -1355163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1355174.000000 Penalty: 4609.797363
	Iteration 44Q: 3 clusters Score -1355174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1355173.125000 Penalty: 4609.797363
	Iteration 45Q: 3 clusters Score -1355173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1355180.125000 Penalty: 4609.797363
	Iteration 46Q: 3 clusters Score -1355180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1355182.000000 Penalty: 4609.797363
	Iteration 47Q: 3 clusters Score -1355182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1355181.000000 Penalty: 4609.797363
	Iteration 48Q: 3 clusters Score -1355181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1355181.000000 Penalty: 4609.797363
	Iteration 49F: 3 clusters Score -1355181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -44010.109375 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44010.11 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 178 members 
Entering Unmasked Estep 
Score: -42876.660156 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42876.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43198.597656 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43198.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43307.460938 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43307.46 nChanged 15
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: -43344.222656 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -43344.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43355.074219 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43355.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43364.105469 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43364.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43364.105469 Penalty: 2930.409180
	Iteration 6F: 3 clusters Score -43364.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Entering Unmasked Estep 
Score: -1692725.875000 Penalty: 2361.893311
	Iteration 0F: 2 clusters Score -1692726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1682800.500000 Penalty: 4723.786621
	Iteration 0F: 3 clusters Score -1682800 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1686072.000000 Penalty: 4723.786621
	Iteration 1F: 3 clusters Score -1686072 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1686698.125000 Penalty: 4723.786621
	Iteration 2F: 3 clusters Score -1686698 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1687302.625000 Penalty: 4723.786621
	Iteration 3F: 3 clusters Score -1687303 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1687837.000000 Penalty: 4723.786621
	Iteration 4F: 3 clusters Score -1687837 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1688273.375000 Penalty: 4723.786621
	Iteration 5F: 3 clusters Score -1688273 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1688627.500000 Penalty: 4723.786621
	Iteration 6Q: 3 clusters Score -1688628 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1688887.125000 Penalty: 4723.786621
	Iteration 7Q: 3 clusters Score -1688887 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1689081.500000 Penalty: 4723.786621
	Iteration 8Q: 3 clusters Score -1689082 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1689224.625000 Penalty: 4723.786621
	Iteration 9Q: 3 clusters Score -1689225 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1689328.250000 Penalty: 4723.786621
	Iteration 10Q: 3 clusters Score -1689328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1689418.875000 Penalty: 4723.786621
	Iteration 11Q: 3 clusters Score -1689419 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1689473.625000 Penalty: 4723.786621
	Iteration 12Q: 3 clusters Score -1689474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1689524.500000 Penalty: 4723.786621
	Iteration 13Q: 3 clusters Score -1689524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1689570.875000 Penalty: 4723.786621
	Iteration 14Q: 3 clusters Score -1689571 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1689620.750000 Penalty: 4723.786621
	Iteration 15Q: 3 clusters Score -1689621 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1689664.250000 Penalty: 4723.786621
	Iteration 16Q: 3 clusters Score -1689664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1689710.500000 Penalty: 4723.786621
	Iteration 17Q: 3 clusters Score -1689710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1689759.375000 Penalty: 4723.786621
	Iteration 18Q: 3 clusters Score -1689759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1689810.125000 Penalty: 4723.786621
	Iteration 19Q: 3 clusters Score -1689810 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1689871.125000 Penalty: 4723.786621
	Iteration 20F: 3 clusters Score -1689871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1689918.500000 Penalty: 4723.786621
	Iteration 21Q: 3 clusters Score -1689918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1689964.625000 Penalty: 4723.786621
	Iteration 22Q: 3 clusters Score -1689965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1689997.000000 Penalty: 4723.786621
	Iteration 23Q: 3 clusters Score -1689997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1690021.000000 Penalty: 4723.786621
	Iteration 24Q: 3 clusters Score -1690021 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1690063.000000 Penalty: 4723.786621
	Iteration 25Q: 3 clusters Score -1690063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1690091.500000 Penalty: 4723.786621
	Iteration 26Q: 3 clusters Score -1690092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1690115.500000 Penalty: 4723.786621
	Iteration 27Q: 3 clusters Score -1690116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1690130.250000 Penalty: 4723.786621
	Iteration 28Q: 3 clusters Score -1690130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1690147.125000 Penalty: 4723.786621
	Iteration 29Q: 3 clusters Score -1690147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1690158.000000 Penalty: 4723.786621
	Iteration 30Q: 3 clusters Score -1690158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1690170.875000 Penalty: 4723.786621
	Iteration 31Q: 3 clusters Score -1690171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1690184.125000 Penalty: 4723.786621
	Iteration 32Q: 3 clusters Score -1690184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1690186.000000 Penalty: 4723.786621
	Iteration 33Q: 3 clusters Score -1690186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1690192.750000 Penalty: 4723.786621
	Iteration 34Q: 3 clusters Score -1690193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1690193.125000 Penalty: 4723.786621
	Iteration 35Q: 3 clusters Score -1690193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1690196.250000 Penalty: 4723.786621
	Iteration 36Q: 3 clusters Score -1690196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1690199.125000 Penalty: 4723.786621
	Iteration 37Q: 3 clusters Score -1690199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1690203.500000 Penalty: 4723.786621
	Iteration 38Q: 3 clusters Score -1690204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1690209.000000 Penalty: 4723.786621
	Iteration 39Q: 3 clusters Score -1690209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1690213.250000 Penalty: 4723.786621
	Iteration 40F: 3 clusters Score -1690213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1690213.750000 Penalty: 4723.786621
	Iteration 41Q: 3 clusters Score -1690214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1690219.500000 Penalty: 4723.786621
	Iteration 42Q: 3 clusters Score -1690220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1690217.750000 Penalty: 4723.786621
	Iteration 43Q: 3 clusters Score -1690218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1690222.875000 Penalty: 4723.786621
	Iteration 44Q: 3 clusters Score -1690223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1690226.500000 Penalty: 4723.786621
	Iteration 45Q: 3 clusters Score -1690226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1690227.875000 Penalty: 4723.786621
	Iteration 46Q: 3 clusters Score -1690228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1690225.000000 Penalty: 4723.786621
	Iteration 47Q: 3 clusters Score -1690225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1690229.500000 Penalty: 4723.786621
	Iteration 48Q: 3 clusters Score -1690230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1690231.375000 Penalty: 4723.786621
	Iteration 49Q: 3 clusters Score -1690231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1690232.375000 Penalty: 4723.786621
	Iteration 50Q: 3 clusters Score -1690232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1690239.500000 Penalty: 4723.786621
	Iteration 51Q: 3 clusters Score -1690240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1690241.375000 Penalty: 4723.786621
	Iteration 52Q: 3 clusters Score -1690241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1690245.500000 Penalty: 4723.786621
	Iteration 53Q: 3 clusters Score -1690246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1690254.375000 Penalty: 4723.786621
	Iteration 54Q: 3 clusters Score -1690254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1690251.250000 Penalty: 4723.786621
	Iteration 55Q: 3 clusters Score -1690251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1690255.625000 Penalty: 4723.786621
	Iteration 56Q: 3 clusters Score -1690256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1690263.250000 Penalty: 4723.786621
	Iteration 57Q: 3 clusters Score -1690263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1690261.875000 Penalty: 4723.786621
	Iteration 58Q: 3 clusters Score -1690262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1690267.500000 Penalty: 4723.786621
	Iteration 59Q: 3 clusters Score -1690268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1690264.875000 Penalty: 4723.786621
	Iteration 60F: 3 clusters Score -1690265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1690271.750000 Penalty: 4723.786621
	Iteration 61Q: 3 clusters Score -1690272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1690277.750000 Penalty: 4723.786621
	Iteration 62Q: 3 clusters Score -1690278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1690284.125000 Penalty: 4723.786621
	Iteration 63Q: 3 clusters Score -1690284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1690293.000000 Penalty: 4723.786621
	Iteration 64Q: 3 clusters Score -1690293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1690299.250000 Penalty: 4723.786621
	Iteration 65Q: 3 clusters Score -1690299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1690304.250000 Penalty: 4723.786621
	Iteration 66Q: 3 clusters Score -1690304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1690314.125000 Penalty: 4723.786621
	Iteration 67Q: 3 clusters Score -1690314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1690314.875000 Penalty: 4723.786621
	Iteration 68Q: 3 clusters Score -1690315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1690320.375000 Penalty: 4723.786621
	Iteration 69Q: 3 clusters Score -1690320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1690326.125000 Penalty: 4723.786621
	Iteration 70Q: 3 clusters Score -1690326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1690326.500000 Penalty: 4723.786621
	Iteration 71Q: 3 clusters Score -1690326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1690331.375000 Penalty: 4723.786621
	Iteration 72Q: 3 clusters Score -1690331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1690330.625000 Penalty: 4723.786621
	Iteration 73Q: 3 clusters Score -1690331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1690333.375000 Penalty: 4723.786621
	Iteration 74Q: 3 clusters Score -1690333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1690337.125000 Penalty: 4723.786621
	Iteration 75Q: 3 clusters Score -1690337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1690340.375000 Penalty: 4723.786621
	Iteration 76Q: 3 clusters Score -1690340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1690342.125000 Penalty: 4723.786621
	Iteration 77Q: 3 clusters Score -1690342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1690346.000000 Penalty: 4723.786621
	Iteration 78Q: 3 clusters Score -1690346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1690352.250000 Penalty: 4723.786621
	Iteration 79Q: 3 clusters Score -1690352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1690350.750000 Penalty: 4723.786621
	Iteration 80F: 3 clusters Score -1690351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1690350.625000 Penalty: 4723.786621
	Iteration 81Q: 3 clusters Score -1690351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1690351.250000 Penalty: 4723.786621
	Iteration 82Q: 3 clusters Score -1690351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1690352.625000 Penalty: 4723.786621
	Iteration 83Q: 3 clusters Score -1690353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1690352.625000 Penalty: 4723.786621
	Iteration 84Q: 3 clusters Score -1690353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1690353.000000 Penalty: 4723.786621
	Iteration 85Q: 3 clusters Score -1690353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1690353.875000 Penalty: 4723.786621
	Iteration 86Q: 3 clusters Score -1690354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1690355.250000 Penalty: 4723.786621
	Iteration 87Q: 3 clusters Score -1690355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1690356.000000 Penalty: 4723.786621
	Iteration 88Q: 3 clusters Score -1690356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1690358.125000 Penalty: 4723.786621
	Iteration 89Q: 3 clusters Score -1690358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1690358.125000 Penalty: 4723.786621
	Iteration 90F: 3 clusters Score -1690358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -179483.453125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -179483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177486.359375 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -177486.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177791.000000 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -177791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177918.859375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -177918.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -178072.406250 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -178072.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -178229.546875 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -178229.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178585.250000 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -178585.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -178784.984375 Penalty: 3477.114746
	Iteration 6F: 3 clusters Score -178785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -178895.359375 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -178895.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -178960.812500 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -178960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -178995.609375 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -178995.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -179026.375000 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -179026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -179048.281250 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -179048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -179067.578125 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -179067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -179091.843750 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -179091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -179108.453125 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -179108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -179112.515625 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -179112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -179121.906250 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -179121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -179132.187500 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -179132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -179141.531250 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -179141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -179152.296875 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -179152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -179152.656250 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -179152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -179155.156250 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -179155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -179163.281250 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -179163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -179180.781250 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -179180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -179204.906250 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -179204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -179221.484375 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -179221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -179229.234375 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -179229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -179230.015625 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -179230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -179234.796875 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -179234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -179242.375000 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -179242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -179245.375000 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -179245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -179245.375000 Penalty: 3477.114746
	Iteration 31F: 3 clusters Score -179245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Entering Unmasked Estep 
Score: -1454879.625000 Penalty: 2323.355469
	Iteration 0F: 2 clusters Score -1454880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1446157.750000 Penalty: 4646.710938
	Iteration 0F: 3 clusters Score -1446158 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1448917.875000 Penalty: 4646.710938
	Iteration 1F: 3 clusters Score -1448918 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1449289.750000 Penalty: 4646.710938
	Iteration 2F: 3 clusters Score -1449290 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1449587.750000 Penalty: 4646.710938
	Iteration 3F: 3 clusters Score -1449588 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1449854.375000 Penalty: 4646.710938
	Iteration 4Q: 3 clusters Score -1449854 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1450119.375000 Penalty: 4646.710938
	Iteration 5Q: 3 clusters Score -1450119 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1450373.375000 Penalty: 4646.710938
	Iteration 6Q: 3 clusters Score -1450373 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1450638.500000 Penalty: 4646.710938
	Iteration 7Q: 3 clusters Score -1450638 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1450920.500000 Penalty: 4646.710938
	Iteration 8Q: 3 clusters Score -1450920 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1451177.875000 Penalty: 4646.710938
	Iteration 9Q: 3 clusters Score -1451178 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1451452.375000 Penalty: 4646.710938
	Iteration 10Q: 3 clusters Score -1451452 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1451690.000000 Penalty: 4646.710938
	Iteration 11Q: 3 clusters Score -1451690 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1451883.750000 Penalty: 4646.710938
	Iteration 12Q: 3 clusters Score -1451884 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1452068.500000 Penalty: 4646.710938
	Iteration 13Q: 3 clusters Score -1452068 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1452270.750000 Penalty: 4646.710938
	Iteration 14Q: 3 clusters Score -1452271 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1452479.250000 Penalty: 4646.710938
	Iteration 15Q: 3 clusters Score -1452479 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1452700.125000 Penalty: 4646.710938
	Iteration 16Q: 3 clusters Score -1452700 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1452920.125000 Penalty: 4646.710938
	Iteration 17Q: 3 clusters Score -1452920 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1453111.000000 Penalty: 4646.710938
	Iteration 18Q: 3 clusters Score -1453111 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1453267.625000 Penalty: 4646.710938
	Iteration 19Q: 3 clusters Score -1453268 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1453385.625000 Penalty: 4646.710938
	Iteration 20F: 3 clusters Score -1453386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1453452.750000 Penalty: 4646.710938
	Iteration 21Q: 3 clusters Score -1453453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1453480.125000 Penalty: 4646.710938
	Iteration 22Q: 3 clusters Score -1453480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1453497.500000 Penalty: 4646.710938
	Iteration 23Q: 3 clusters Score -1453498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1453515.500000 Penalty: 4646.710938
	Iteration 24Q: 3 clusters Score -1453516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1453520.750000 Penalty: 4646.710938
	Iteration 25Q: 3 clusters Score -1453521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1453530.625000 Penalty: 4646.710938
	Iteration 26Q: 3 clusters Score -1453531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1453530.250000 Penalty: 4646.710938
	Iteration 27Q: 3 clusters Score -1453530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1453540.625000 Penalty: 4646.710938
	Iteration 28Q: 3 clusters Score -1453541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1453546.625000 Penalty: 4646.710938
	Iteration 29Q: 3 clusters Score -1453547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1453558.250000 Penalty: 4646.710938
	Iteration 30Q: 3 clusters Score -1453558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1453565.125000 Penalty: 4646.710938
	Iteration 31Q: 3 clusters Score -1453565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1453568.625000 Penalty: 4646.710938
	Iteration 32Q: 3 clusters Score -1453569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1453571.750000 Penalty: 4646.710938
	Iteration 33Q: 3 clusters Score -1453572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1453578.625000 Penalty: 4646.710938
	Iteration 34Q: 3 clusters Score -1453579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1453582.625000 Penalty: 4646.710938
	Iteration 35Q: 3 clusters Score -1453583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1453584.750000 Penalty: 4646.710938
	Iteration 36Q: 3 clusters Score -1453585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1453587.500000 Penalty: 4646.710938
	Iteration 37Q: 3 clusters Score -1453588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1453587.750000 Penalty: 4646.710938
	Iteration 38Q: 3 clusters Score -1453588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1453589.125000 Penalty: 4646.710938
	Iteration 39Q: 3 clusters Score -1453589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1453592.000000 Penalty: 4646.710938
	Iteration 40F: 3 clusters Score -1453592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1453593.250000 Penalty: 4646.710938
	Iteration 41Q: 3 clusters Score -1453593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1453595.375000 Penalty: 4646.710938
	Iteration 42Q: 3 clusters Score -1453595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1453597.500000 Penalty: 4646.710938
	Iteration 43Q: 3 clusters Score -1453598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1453597.625000 Penalty: 4646.710938
	Iteration 44Q: 3 clusters Score -1453598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1453596.375000 Penalty: 4646.710938
	Iteration 45Q: 3 clusters Score -1453596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1453600.125000 Penalty: 4646.710938
	Iteration 46Q: 3 clusters Score -1453600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1453600.625000 Penalty: 4646.710938
	Iteration 47Q: 3 clusters Score -1453601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1453604.625000 Penalty: 4646.710938
	Iteration 48Q: 3 clusters Score -1453605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1453603.375000 Penalty: 4646.710938
	Iteration 49Q: 3 clusters Score -1453603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1453608.875000 Penalty: 4646.710938
	Iteration 50Q: 3 clusters Score -1453609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1453612.000000 Penalty: 4646.710938
	Iteration 51Q: 3 clusters Score -1453612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1453613.875000 Penalty: 4646.710938
	Iteration 52Q: 3 clusters Score -1453614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1453615.000000 Penalty: 4646.710938
	Iteration 53Q: 3 clusters Score -1453615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1453617.125000 Penalty: 4646.710938
	Iteration 54Q: 3 clusters Score -1453617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1453618.250000 Penalty: 4646.710938
	Iteration 55Q: 3 clusters Score -1453618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1453618.750000 Penalty: 4646.710938
	Iteration 56Q: 3 clusters Score -1453619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1453616.250000 Penalty: 4646.710938
	Iteration 57Q: 3 clusters Score -1453616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1453621.250000 Penalty: 4646.710938
	Iteration 58Q: 3 clusters Score -1453621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1453619.625000 Penalty: 4646.710938
	Iteration 59Q: 3 clusters Score -1453620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1453623.875000 Penalty: 4646.710938
	Iteration 60F: 3 clusters Score -1453624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1453627.625000 Penalty: 4646.710938
	Iteration 61Q: 3 clusters Score -1453628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1453632.500000 Penalty: 4646.710938
	Iteration 62Q: 3 clusters Score -1453632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1453634.375000 Penalty: 4646.710938
	Iteration 63Q: 3 clusters Score -1453634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1453635.375000 Penalty: 4646.710938
	Iteration 64Q: 3 clusters Score -1453635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1453634.500000 Penalty: 4646.710938
	Iteration 65Q: 3 clusters Score -1453634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1453637.125000 Penalty: 4646.710938
	Iteration 66Q: 3 clusters Score -1453637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1453638.625000 Penalty: 4646.710938
	Iteration 67Q: 3 clusters Score -1453639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1453640.250000 Penalty: 4646.710938
	Iteration 68Q: 3 clusters Score -1453640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1453640.875000 Penalty: 4646.710938
	Iteration 69Q: 3 clusters Score -1453641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1453642.375000 Penalty: 4646.710938
	Iteration 70Q: 3 clusters Score -1453642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1453648.625000 Penalty: 4646.710938
	Iteration 71Q: 3 clusters Score -1453649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1453649.625000 Penalty: 4646.710938
	Iteration 72Q: 3 clusters Score -1453650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1453650.625000 Penalty: 4646.710938
	Iteration 73Q: 3 clusters Score -1453651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1453655.625000 Penalty: 4646.710938
	Iteration 74Q: 3 clusters Score -1453656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1453656.500000 Penalty: 4646.710938
	Iteration 75Q: 3 clusters Score -1453656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1453658.125000 Penalty: 4646.710938
	Iteration 76Q: 3 clusters Score -1453658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1453655.500000 Penalty: 4646.710938
	Iteration 77Q: 3 clusters Score -1453656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1453656.375000 Penalty: 4646.710938
	Iteration 78Q: 3 clusters Score -1453656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1453656.375000 Penalty: 4646.710938
	Iteration 79Q: 3 clusters Score -1453656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1453656.625000 Penalty: 4646.710938
	Iteration 80F: 3 clusters Score -1453657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -359423.468750 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -359423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -356115.031250 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -356115 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -356918.625000 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -356918.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -357116.468750 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -357116.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -357234.437500 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -357234.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -357301.656250 Penalty: 4001.461670
	Iteration 4Q: 3 clusters Score -357301.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -357359.093750 Penalty: 4001.461670
	Iteration 5Q: 3 clusters Score -357359.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357398.656250 Penalty: 4001.461670
	Iteration 6Q: 3 clusters Score -357398.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -357438.125000 Penalty: 4001.461670
	Iteration 7Q: 3 clusters Score -357438.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -357470.375000 Penalty: 4001.461670
	Iteration 8Q: 3 clusters Score -357470.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -357501.781250 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -357501.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -357531.656250 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -357531.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357559.312500 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -357559.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -357589.343750 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -357589.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -357617.812500 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -357617.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -357664.218750 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -357664.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -357719.031250 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -357719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -357783.218750 Penalty: 4001.461670
	Iteration 16Q: 3 clusters Score -357783.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -357851.250000 Penalty: 4001.461670
	Iteration 17Q: 3 clusters Score -357851.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -357919.406250 Penalty: 4001.461670
	Iteration 18Q: 3 clusters Score -357919.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -357963.906250 Penalty: 4001.461670
	Iteration 19Q: 3 clusters Score -357963.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -358010.093750 Penalty: 4001.461670
	Iteration 20F: 3 clusters Score -358010.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -358050.687500 Penalty: 4001.461670
	Iteration 21Q: 3 clusters Score -358050.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -358082.625000 Penalty: 4001.461670
	Iteration 22Q: 3 clusters Score -358082.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -358109.812500 Penalty: 4001.461670
	Iteration 23Q: 3 clusters Score -358109.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -358134.250000 Penalty: 4001.461670
	Iteration 24Q: 3 clusters Score -358134.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -358148.937500 Penalty: 4001.461670
	Iteration 25Q: 3 clusters Score -358148.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -358160.625000 Penalty: 4001.461670
	Iteration 26Q: 3 clusters Score -358160.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -358173.531250 Penalty: 4001.461670
	Iteration 27Q: 3 clusters Score -358173.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -358181.687500 Penalty: 4001.461670
	Iteration 28Q: 3 clusters Score -358181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -358189.562500 Penalty: 4001.461670
	Iteration 29Q: 3 clusters Score -358189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -358196.406250 Penalty: 4001.461670
	Iteration 30Q: 3 clusters Score -358196.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -358201.718750 Penalty: 4001.461670
	Iteration 31Q: 3 clusters Score -358201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -358207.375000 Penalty: 4001.461670
	Iteration 32Q: 3 clusters Score -358207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -358214.593750 Penalty: 4001.461670
	Iteration 33Q: 3 clusters Score -358214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -358223.562500 Penalty: 4001.461670
	Iteration 34Q: 3 clusters Score -358223.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -358230.718750 Penalty: 4001.461670
	Iteration 35Q: 3 clusters Score -358230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -358235.125000 Penalty: 4001.461670
	Iteration 36Q: 3 clusters Score -358235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -358238.312500 Penalty: 4001.461670
	Iteration 37Q: 3 clusters Score -358238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -358239.000000 Penalty: 4001.461670
	Iteration 38Q: 3 clusters Score -358239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -358241.531250 Penalty: 4001.461670
	Iteration 39Q: 3 clusters Score -358241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -358242.687500 Penalty: 4001.461670
	Iteration 40F: 3 clusters Score -358242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -358242.875000 Penalty: 4001.461670
	Iteration 41Q: 3 clusters Score -358242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -358242.875000 Penalty: 4001.461670
	Iteration 42F: 3 clusters Score -358242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -525661.500000 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -525661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -522339.500000 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -522339.5 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -523308.812500 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -523308.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -523769.625000 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -523769.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -524200.687500 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -524200.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -524538.125000 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -524538.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -524734.125000 Penalty: 4006.567871
	Iteration 5F: 3 clusters Score -524734.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -524875.937500 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -524875.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -524978.562500 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -524978.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -525029.125000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -525029.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -525078.000000 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -525078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -525108.250000 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -525108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -525143.937500 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -525143.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -525187.062500 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -525187.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -525224.250000 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -525224.2 nChanged 29
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: -525248.312500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -525248.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -525274.375000 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -525274.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -525299.625000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -525299.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -525319.437500 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -525319.4 nChanged 23
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: -525333.750000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -525333.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -525342.875000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -525342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -525348.000000 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -525348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -525352.562500 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -525352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -525356.750000 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -525356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -525359.750000 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -525359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -525366.437500 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -525366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -525374.437500 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -525374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -525378.500000 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -525378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -525379.812500 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -525379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525381.437500 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -525381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525383.000000 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -525383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525385.000000 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -525385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525385.187500 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -525385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -525386.000000 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -525386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -525386.250000 Penalty: 4006.567871
	Iteration 33Q: 3 clusters Score -525386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -525386.250000 Penalty: 4006.567871
	Iteration 34F: 3 clusters Score -525386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119331.390625 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117403.718750 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117403.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117743.039062 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117839.273438 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117839.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117876.234375 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117894.804688 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117910.921875 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117925.000000 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117936.250000 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117941.062500 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117951.820312 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117968.382812 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -117968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117983.031250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -117983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117995.218750 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -117995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118005.898438 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118007.125000 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -118007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118007.125000 Penalty: 3419.756348
	Iteration 15F: 3 clusters Score -118007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -400255.500000 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -400255.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396810.312500 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -396810.3 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -397522.781250 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -397522.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -397713.000000 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -397713 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -397841.906250 Penalty: 4020.232666
	Iteration 3F: 3 clusters Score -397841.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -397929.781250 Penalty: 4020.232666
	Iteration 4Q: 3 clusters Score -397929.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -397984.281250 Penalty: 4020.232666
	Iteration 5Q: 3 clusters Score -397984.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -398043.687500 Penalty: 4020.232666
	Iteration 6Q: 3 clusters Score -398043.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -398097.343750 Penalty: 4020.232666
	Iteration 7Q: 3 clusters Score -398097.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -398145.593750 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -398145.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -398174.687500 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -398174.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -398201.812500 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -398201.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -398217.968750 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -398218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -398232.187500 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -398232.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -398245.156250 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -398245.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -398254.156250 Penalty: 4020.232666
	Iteration 14Q: 3 clusters Score -398254.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398259.781250 Penalty: 4020.232666
	Iteration 15Q: 3 clusters Score -398259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398263.281250 Penalty: 4020.232666
	Iteration 16Q: 3 clusters Score -398263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398263.718750 Penalty: 4020.232666
	Iteration 17Q: 3 clusters Score -398263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -398264.281250 Penalty: 4020.232666
	Iteration 18Q: 3 clusters Score -398264.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -398264.281250 Penalty: 4020.232666
	Iteration 19F: 3 clusters Score -398264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Entering Unmasked Estep 
Score: -1231024.375000 Penalty: 2308.926025
	Iteration 0F: 2 clusters Score -1231024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1222594.875000 Penalty: 4617.852051
	Iteration 0F: 3 clusters Score -1222595 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1225262.500000 Penalty: 4617.852051
	Iteration 1F: 3 clusters Score -1225262 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1225678.375000 Penalty: 4617.852051
	Iteration 2F: 3 clusters Score -1225678 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1226032.500000 Penalty: 4617.852051
	Iteration 3F: 3 clusters Score -1226032 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1226377.250000 Penalty: 4617.852051
	Iteration 4F: 3 clusters Score -1226377 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1226698.375000 Penalty: 4617.852051
	Iteration 5Q: 3 clusters Score -1226698 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1226972.625000 Penalty: 4617.852051
	Iteration 6Q: 3 clusters Score -1226973 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1227162.625000 Penalty: 4617.852051
	Iteration 7Q: 3 clusters Score -1227163 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1227329.000000 Penalty: 4617.852051
	Iteration 8Q: 3 clusters Score -1227329 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1227460.625000 Penalty: 4617.852051
	Iteration 9Q: 3 clusters Score -1227461 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1227573.250000 Penalty: 4617.852051
	Iteration 10Q: 3 clusters Score -1227573 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1227666.625000 Penalty: 4617.852051
	Iteration 11Q: 3 clusters Score -1227667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1227746.750000 Penalty: 4617.852051
	Iteration 12Q: 3 clusters Score -1227747 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1227820.125000 Penalty: 4617.852051
	Iteration 13Q: 3 clusters Score -1227820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1227902.750000 Penalty: 4617.852051
	Iteration 14Q: 3 clusters Score -1227903 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1227974.875000 Penalty: 4617.852051
	Iteration 15Q: 3 clusters Score -1227975 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1228046.625000 Penalty: 4617.852051
	Iteration 16Q: 3 clusters Score -1228047 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1228106.750000 Penalty: 4617.852051
	Iteration 17Q: 3 clusters Score -1228107 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1228171.000000 Penalty: 4617.852051
	Iteration 18Q: 3 clusters Score -1228171 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1228225.625000 Penalty: 4617.852051
	Iteration 19Q: 3 clusters Score -1228226 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1228283.000000 Penalty: 4617.852051
	Iteration 20F: 3 clusters Score -1228283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1228336.625000 Penalty: 4617.852051
	Iteration 21Q: 3 clusters Score -1228337 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1228391.375000 Penalty: 4617.852051
	Iteration 22Q: 3 clusters Score -1228391 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1228439.875000 Penalty: 4617.852051
	Iteration 23Q: 3 clusters Score -1228440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1228489.750000 Penalty: 4617.852051
	Iteration 24Q: 3 clusters Score -1228490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1228528.875000 Penalty: 4617.852051
	Iteration 25Q: 3 clusters Score -1228529 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1228570.125000 Penalty: 4617.852051
	Iteration 26Q: 3 clusters Score -1228570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1228614.875000 Penalty: 4617.852051
	Iteration 27Q: 3 clusters Score -1228615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1228664.125000 Penalty: 4617.852051
	Iteration 28Q: 3 clusters Score -1228664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1228699.750000 Penalty: 4617.852051
	Iteration 29Q: 3 clusters Score -1228700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1228721.750000 Penalty: 4617.852051
	Iteration 30Q: 3 clusters Score -1228722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1228740.750000 Penalty: 4617.852051
	Iteration 31Q: 3 clusters Score -1228741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1228760.375000 Penalty: 4617.852051
	Iteration 32Q: 3 clusters Score -1228760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1228771.125000 Penalty: 4617.852051
	Iteration 33Q: 3 clusters Score -1228771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1228778.000000 Penalty: 4617.852051
	Iteration 34Q: 3 clusters Score -1228778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1228788.125000 Penalty: 4617.852051
	Iteration 35Q: 3 clusters Score -1228788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1228803.125000 Penalty: 4617.852051
	Iteration 36Q: 3 clusters Score -1228803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1228817.250000 Penalty: 4617.852051
	Iteration 37Q: 3 clusters Score -1228817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1228831.000000 Penalty: 4617.852051
	Iteration 38Q: 3 clusters Score -1228831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1228847.625000 Penalty: 4617.852051
	Iteration 39Q: 3 clusters Score -1228848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1228859.250000 Penalty: 4617.852051
	Iteration 40F: 3 clusters Score -1228859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1228870.750000 Penalty: 4617.852051
	Iteration 41Q: 3 clusters Score -1228871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1228877.375000 Penalty: 4617.852051
	Iteration 42Q: 3 clusters Score -1228877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1228886.125000 Penalty: 4617.852051
	Iteration 43Q: 3 clusters Score -1228886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1228898.000000 Penalty: 4617.852051
	Iteration 44Q: 3 clusters Score -1228898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1228906.750000 Penalty: 4617.852051
	Iteration 45Q: 3 clusters Score -1228907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1228912.250000 Penalty: 4617.852051
	Iteration 46Q: 3 clusters Score -1228912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1228915.750000 Penalty: 4617.852051
	Iteration 47Q: 3 clusters Score -1228916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1228923.875000 Penalty: 4617.852051
	Iteration 48Q: 3 clusters Score -1228924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1228929.500000 Penalty: 4617.852051
	Iteration 49Q: 3 clusters Score -1228930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1228940.375000 Penalty: 4617.852051
	Iteration 50Q: 3 clusters Score -1228940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1228949.750000 Penalty: 4617.852051
	Iteration 51Q: 3 clusters Score -1228950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1228953.875000 Penalty: 4617.852051
	Iteration 52Q: 3 clusters Score -1228954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1228961.000000 Penalty: 4617.852051
	Iteration 53Q: 3 clusters Score -1228961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1228968.625000 Penalty: 4617.852051
	Iteration 54Q: 3 clusters Score -1228969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1228973.500000 Penalty: 4617.852051
	Iteration 55Q: 3 clusters Score -1228974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1228975.625000 Penalty: 4617.852051
	Iteration 56Q: 3 clusters Score -1228976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1228979.375000 Penalty: 4617.852051
	Iteration 57Q: 3 clusters Score -1228979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1228983.000000 Penalty: 4617.852051
	Iteration 58Q: 3 clusters Score -1228983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1228983.500000 Penalty: 4617.852051
	Iteration 59Q: 3 clusters Score -1228984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1228985.625000 Penalty: 4617.852051
	Iteration 60F: 3 clusters Score -1228986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1228988.500000 Penalty: 4617.852051
	Iteration 61Q: 3 clusters Score -1228988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1228993.875000 Penalty: 4617.852051
	Iteration 62Q: 3 clusters Score -1228994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1228998.500000 Penalty: 4617.852051
	Iteration 63Q: 3 clusters Score -1228998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1229004.500000 Penalty: 4617.852051
	Iteration 64Q: 3 clusters Score -1229004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1229008.250000 Penalty: 4617.852051
	Iteration 65Q: 3 clusters Score -1229008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1229008.625000 Penalty: 4617.852051
	Iteration 66Q: 3 clusters Score -1229009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1229011.000000 Penalty: 4617.852051
	Iteration 67Q: 3 clusters Score -1229011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1229012.625000 Penalty: 4617.852051
	Iteration 68Q: 3 clusters Score -1229013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1229016.875000 Penalty: 4617.852051
	Iteration 69Q: 3 clusters Score -1229017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1229020.250000 Penalty: 4617.852051
	Iteration 70Q: 3 clusters Score -1229020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1229021.625000 Penalty: 4617.852051
	Iteration 71Q: 3 clusters Score -1229022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1229023.875000 Penalty: 4617.852051
	Iteration 72Q: 3 clusters Score -1229024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1229025.750000 Penalty: 4617.852051
	Iteration 73Q: 3 clusters Score -1229026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1229027.375000 Penalty: 4617.852051
	Iteration 74Q: 3 clusters Score -1229027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1229029.375000 Penalty: 4617.852051
	Iteration 75Q: 3 clusters Score -1229029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1229033.250000 Penalty: 4617.852051
	Iteration 76Q: 3 clusters Score -1229033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1229041.125000 Penalty: 4617.852051
	Iteration 77Q: 3 clusters Score -1229041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1229045.375000 Penalty: 4617.852051
	Iteration 78Q: 3 clusters Score -1229045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1229047.000000 Penalty: 4617.852051
	Iteration 79Q: 3 clusters Score -1229047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1229053.875000 Penalty: 4617.852051
	Iteration 80F: 3 clusters Score -1229054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1229053.250000 Penalty: 4617.852051
	Iteration 81Q: 3 clusters Score -1229053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1229060.125000 Penalty: 4617.852051
	Iteration 82Q: 3 clusters Score -1229060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1229064.625000 Penalty: 4617.852051
	Iteration 83Q: 3 clusters Score -1229065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1229068.500000 Penalty: 4617.852051
	Iteration 84Q: 3 clusters Score -1229068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1229070.250000 Penalty: 4617.852051
	Iteration 85Q: 3 clusters Score -1229070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1229075.000000 Penalty: 4617.852051
	Iteration 86Q: 3 clusters Score -1229075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1229073.375000 Penalty: 4617.852051
	Iteration 87Q: 3 clusters Score -1229073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1229076.875000 Penalty: 4617.852051
	Iteration 88Q: 3 clusters Score -1229077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1229077.875000 Penalty: 4617.852051
	Iteration 89Q: 3 clusters Score -1229078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1229078.625000 Penalty: 4617.852051
	Iteration 90Q: 3 clusters Score -1229079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1229078.375000 Penalty: 4617.852051
	Iteration 91Q: 3 clusters Score -1229078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1229080.625000 Penalty: 4617.852051
	Iteration 92Q: 3 clusters Score -1229081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1229079.625000 Penalty: 4617.852051
	Iteration 93Q: 3 clusters Score -1229080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1229081.625000 Penalty: 4617.852051
	Iteration 94Q: 3 clusters Score -1229082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1229081.000000 Penalty: 4617.852051
	Iteration 95Q: 3 clusters Score -1229081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1229083.750000 Penalty: 4617.852051
	Iteration 96Q: 3 clusters Score -1229084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1229083.375000 Penalty: 4617.852051
	Iteration 97Q: 3 clusters Score -1229083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1229084.125000 Penalty: 4617.852051
	Iteration 98Q: 3 clusters Score -1229084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1229086.000000 Penalty: 4617.852051
	Iteration 99Q: 3 clusters Score -1229086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1229087.875000 Penalty: 4617.852051
	Iteration 100F: 3 clusters Score -1229088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1229091.000000 Penalty: 4617.852051
	Iteration 101Q: 3 clusters Score -1229091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1229093.375000 Penalty: 4617.852051
	Iteration 102Q: 3 clusters Score -1229093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1229095.625000 Penalty: 4617.852051
	Iteration 103Q: 3 clusters Score -1229096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1229096.125000 Penalty: 4617.852051
	Iteration 104Q: 3 clusters Score -1229096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1229097.750000 Penalty: 4617.852051
	Iteration 105Q: 3 clusters Score -1229098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1229097.625000 Penalty: 4617.852051
	Iteration 106Q: 3 clusters Score -1229098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1229097.625000 Penalty: 4617.852051
	Iteration 107F: 3 clusters Score -1229098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Entering Unmasked Estep 
Score: -5865693.500000 Penalty: 2685.556641
	Iteration 0F: 2 clusters Score -5865694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5831829.000000 Penalty: 5371.113281
	Iteration 0F: 3 clusters Score -5831829 nChanged 23283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -5844695.000000 Penalty: 5371.113281
	Iteration 1F: 3 clusters Score -5844695 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5845561.000000 Penalty: 5371.113281
	Iteration 2Q: 3 clusters Score -5845561 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5846646.000000 Penalty: 5371.113281
	Iteration 3Q: 3 clusters Score -5846646 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5848014.500000 Penalty: 5371.113281
	Iteration 4F: 3 clusters Score -5848014 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -5849842.000000 Penalty: 5371.113281
	Iteration 5F: 3 clusters Score -5849842 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5852138.000000 Penalty: 5371.113281
	Iteration 6F: 3 clusters Score -5852138 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5854920.000000 Penalty: 5371.113281
	Iteration 7F: 3 clusters Score -5854920 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5857761.000000 Penalty: 5371.113281
	Iteration 8F: 3 clusters Score -5857761 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -5860001.000000 Penalty: 5371.113281
	Iteration 9F: 3 clusters Score -5860001 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5861462.000000 Penalty: 5371.113281
	Iteration 10Q: 3 clusters Score -5861462 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5862377.500000 Penalty: 5371.113281
	Iteration 11Q: 3 clusters Score -5862378 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5862890.000000 Penalty: 5371.113281
	Iteration 12Q: 3 clusters Score -5862890 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5863172.500000 Penalty: 5371.113281
	Iteration 13Q: 3 clusters Score -5863172 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5863318.000000 Penalty: 5371.113281
	Iteration 14Q: 3 clusters Score -5863318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5863409.500000 Penalty: 5371.113281
	Iteration 15Q: 3 clusters Score -5863410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5863465.000000 Penalty: 5371.113281
	Iteration 16Q: 3 clusters Score -5863465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5863502.000000 Penalty: 5371.113281
	Iteration 17Q: 3 clusters Score -5863502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5863499.000000 Penalty: 5371.113281
	Iteration 18Q: 3 clusters Score -5863499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5863514.500000 Penalty: 5371.113281
	Iteration 19Q: 3 clusters Score -5863514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5863535.000000 Penalty: 5371.113281
	Iteration 20F: 3 clusters Score -5863535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5863548.500000 Penalty: 5371.113281
	Iteration 21Q: 3 clusters Score -5863548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5863556.500000 Penalty: 5371.113281
	Iteration 22Q: 3 clusters Score -5863556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5863576.500000 Penalty: 5371.113281
	Iteration 23Q: 3 clusters Score -5863576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5863597.000000 Penalty: 5371.113281
	Iteration 24Q: 3 clusters Score -5863597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5863599.500000 Penalty: 5371.113281
	Iteration 25Q: 3 clusters Score -5863600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5863600.500000 Penalty: 5371.113281
	Iteration 26Q: 3 clusters Score -5863600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5863605.500000 Penalty: 5371.113281
	Iteration 27Q: 3 clusters Score -5863606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5863614.000000 Penalty: 5371.113281
	Iteration 28Q: 3 clusters Score -5863614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5863616.500000 Penalty: 5371.113281
	Iteration 29Q: 3 clusters Score -5863616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5863613.000000 Penalty: 5371.113281
	Iteration 30Q: 3 clusters Score -5863613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5863613.000000 Penalty: 5371.113281
	Iteration 31F: 3 clusters Score -5863613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -646409.437500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -646409.4 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 2640 members 
Entering Unmasked Estep 
Score: -641715.250000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -641715.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -642885.687500 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -642885.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -643230.187500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -643230.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -643544.812500 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -643544.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -643854.750000 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -643854.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -644157.312500 Penalty: 4254.550781
	Iteration 5F: 3 clusters Score -644157.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -644405.875000 Penalty: 4254.550781
	Iteration 6F: 3 clusters Score -644405.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -644570.125000 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -644570.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -644684.625000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -644684.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -644754.875000 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -644754.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -644795.812500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -644795.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -644823.062500 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -644823.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -644837.437500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -644837.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -644849.937500 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -644849.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -644858.375000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -644858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -644861.687500 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -644861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -644865.062500 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -644865.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -644870.687500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -644870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -644874.750000 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -644874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -644878.750000 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -644878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -644883.125000 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -644883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -644885.812500 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -644885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -644887.687500 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -644887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -644888.625000 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -644888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -644889.500000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -644889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -644890.687500 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -644890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -644892.000000 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -644892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -644892.937500 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -644892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -644892.937500 Penalty: 4254.550781
	Iteration 28F: 3 clusters Score -644892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1113793.875000 Penalty: 2262.107178
	Iteration 0F: 2 clusters Score -1113794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1106736.625000 Penalty: 4524.214355
	Iteration 0F: 3 clusters Score -1106737 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1108833.000000 Penalty: 4524.214355
	Iteration 1F: 3 clusters Score -1108833 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1109231.125000 Penalty: 4524.214355
	Iteration 2F: 3 clusters Score -1109231 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1109583.750000 Penalty: 4524.214355
	Iteration 3F: 3 clusters Score -1109584 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1109934.375000 Penalty: 4524.214355
	Iteration 4F: 3 clusters Score -1109934 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1110270.500000 Penalty: 4524.214355
	Iteration 5F: 3 clusters Score -1110270 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1110609.875000 Penalty: 4524.214355
	Iteration 6F: 3 clusters Score -1110610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1110912.875000 Penalty: 4524.214355
	Iteration 7Q: 3 clusters Score -1110913 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1111219.125000 Penalty: 4524.214355
	Iteration 8Q: 3 clusters Score -1111219 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1111482.000000 Penalty: 4524.214355
	Iteration 9Q: 3 clusters Score -1111482 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1111682.375000 Penalty: 4524.214355
	Iteration 10Q: 3 clusters Score -1111682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1111844.000000 Penalty: 4524.214355
	Iteration 11Q: 3 clusters Score -1111844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1111954.000000 Penalty: 4524.214355
	Iteration 12Q: 3 clusters Score -1111954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1112090.125000 Penalty: 4524.214355
	Iteration 13Q: 3 clusters Score -1112090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1112190.375000 Penalty: 4524.214355
	Iteration 14Q: 3 clusters Score -1112190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1112282.125000 Penalty: 4524.214355
	Iteration 15Q: 3 clusters Score -1112282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1112330.000000 Penalty: 4524.214355
	Iteration 16Q: 3 clusters Score -1112330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1112350.500000 Penalty: 4524.214355
	Iteration 17Q: 3 clusters Score -1112350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1112364.125000 Penalty: 4524.214355
	Iteration 18Q: 3 clusters Score -1112364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1112375.500000 Penalty: 4524.214355
	Iteration 19Q: 3 clusters Score -1112376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1112381.875000 Penalty: 4524.214355
	Iteration 20F: 3 clusters Score -1112382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1112392.875000 Penalty: 4524.214355
	Iteration 21Q: 3 clusters Score -1112393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1112396.875000 Penalty: 4524.214355
	Iteration 22Q: 3 clusters Score -1112397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1112403.375000 Penalty: 4524.214355
	Iteration 23Q: 3 clusters Score -1112403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1112411.750000 Penalty: 4524.214355
	Iteration 24Q: 3 clusters Score -1112412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1112418.125000 Penalty: 4524.214355
	Iteration 25Q: 3 clusters Score -1112418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1112420.000000 Penalty: 4524.214355
	Iteration 26Q: 3 clusters Score -1112420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1112421.750000 Penalty: 4524.214355
	Iteration 27Q: 3 clusters Score -1112422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1112423.000000 Penalty: 4524.214355
	Iteration 28Q: 3 clusters Score -1112423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1112430.250000 Penalty: 4524.214355
	Iteration 29Q: 3 clusters Score -1112430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1112433.000000 Penalty: 4524.214355
	Iteration 30Q: 3 clusters Score -1112433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1112434.500000 Penalty: 4524.214355
	Iteration 31Q: 3 clusters Score -1112434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1112436.500000 Penalty: 4524.214355
	Iteration 32Q: 3 clusters Score -1112436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1112440.000000 Penalty: 4524.214355
	Iteration 33Q: 3 clusters Score -1112440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1112444.875000 Penalty: 4524.214355
	Iteration 34Q: 3 clusters Score -1112445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1112444.625000 Penalty: 4524.214355
	Iteration 35Q: 3 clusters Score -1112445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1112447.125000 Penalty: 4524.214355
	Iteration 36Q: 3 clusters Score -1112447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1112446.125000 Penalty: 4524.214355
	Iteration 37Q: 3 clusters Score -1112446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1112447.000000 Penalty: 4524.214355
	Iteration 38Q: 3 clusters Score -1112447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1112445.625000 Penalty: 4524.214355
	Iteration 39Q: 3 clusters Score -1112446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1112448.250000 Penalty: 4524.214355
	Iteration 40F: 3 clusters Score -1112448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1112447.875000 Penalty: 4524.214355
	Iteration 41Q: 3 clusters Score -1112448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1112447.625000 Penalty: 4524.214355
	Iteration 42Q: 3 clusters Score -1112448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1112447.625000 Penalty: 4524.214355
	Iteration 43F: 3 clusters Score -1112448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -566911.437500 Penalty: 2126.340088
	Iteration 0F: 2 clusters Score -566911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -562215.750000 Penalty: 4252.680176
	Iteration 0F: 3 clusters Score -562215.8 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -563640.625000 Penalty: 4252.680176
	Iteration 1F: 3 clusters Score -563640.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -564087.250000 Penalty: 4252.680176
	Iteration 2F: 3 clusters Score -564087.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -564431.562500 Penalty: 4252.680176
	Iteration 3F: 3 clusters Score -564431.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -564657.750000 Penalty: 4252.680176
	Iteration 4F: 3 clusters Score -564657.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -564811.875000 Penalty: 4252.680176
	Iteration 5Q: 3 clusters Score -564811.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -564929.125000 Penalty: 4252.680176
	Iteration 6Q: 3 clusters Score -564929.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -565034.187500 Penalty: 4252.680176
	Iteration 7Q: 3 clusters Score -565034.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -565127.187500 Penalty: 4252.680176
	Iteration 8Q: 3 clusters Score -565127.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -565190.625000 Penalty: 4252.680176
	Iteration 9Q: 3 clusters Score -565190.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -565244.562500 Penalty: 4252.680176
	Iteration 10Q: 3 clusters Score -565244.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -565298.562500 Penalty: 4252.680176
	Iteration 11Q: 3 clusters Score -565298.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -565345.500000 Penalty: 4252.680176
	Iteration 12Q: 3 clusters Score -565345.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -565384.062500 Penalty: 4252.680176
	Iteration 13Q: 3 clusters Score -565384.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -565417.437500 Penalty: 4252.680176
	Iteration 14Q: 3 clusters Score -565417.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -565445.625000 Penalty: 4252.680176
	Iteration 15Q: 3 clusters Score -565445.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -565463.875000 Penalty: 4252.680176
	Iteration 16Q: 3 clusters Score -565463.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -565483.562500 Penalty: 4252.680176
	Iteration 17Q: 3 clusters Score -565483.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -565500.750000 Penalty: 4252.680176
	Iteration 18Q: 3 clusters Score -565500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -565513.000000 Penalty: 4252.680176
	Iteration 19Q: 3 clusters Score -565513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -565522.625000 Penalty: 4252.680176
	Iteration 20F: 3 clusters Score -565522.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -565528.125000 Penalty: 4252.680176
	Iteration 21Q: 3 clusters Score -565528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -565533.125000 Penalty: 4252.680176
	Iteration 22Q: 3 clusters Score -565533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -565535.750000 Penalty: 4252.680176
	Iteration 23Q: 3 clusters Score -565535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -565538.625000 Penalty: 4252.680176
	Iteration 24Q: 3 clusters Score -565538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -565542.312500 Penalty: 4252.680176
	Iteration 25Q: 3 clusters Score -565542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -565544.875000 Penalty: 4252.680176
	Iteration 26Q: 3 clusters Score -565544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -565546.000000 Penalty: 4252.680176
	Iteration 27Q: 3 clusters Score -565546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -565547.125000 Penalty: 4252.680176
	Iteration 28Q: 3 clusters Score -565547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -565547.750000 Penalty: 4252.680176
	Iteration 29Q: 3 clusters Score -565547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -565547.750000 Penalty: 4252.680176
	Iteration 30F: 3 clusters Score -565547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -59539.699219 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -59539.7 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 197 members 
Entering Unmasked Estep 
Score: -58203.511719 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -58203.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58475.070312 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -58475.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58672.910156 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -58672.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58731.726562 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -58731.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58756.503906 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -58756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58769.777344 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -58769.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58775.445312 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -58775.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58805.000000 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -58805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58822.660156 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -58822.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58837.667969 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -58837.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58845.402344 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -58845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58845.093750 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -58845.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58857.699219 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -58857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58866.304688 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -58866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58874.253906 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -58874.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58875.066406 Penalty: 2964.270020
	Iteration 15F: 3 clusters Score -58875.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58880.539062 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -58880.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -58882.335938 Penalty: 2964.270020
	Iteration 17Q: 3 clusters Score -58882.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -58884.148438 Penalty: 2964.270020
	Iteration 18Q: 3 clusters Score -58884.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58885.625000 Penalty: 2964.270020
	Iteration 19Q: 3 clusters Score -58885.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58885.625000 Penalty: 2964.270020
	Iteration 20F: 3 clusters Score -58885.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Entering Unmasked Estep 
Score: -1762905.875000 Penalty: 2373.923340
	Iteration 0F: 2 clusters Score -1762906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1752437.000000 Penalty: 4747.846680
	Iteration 0F: 3 clusters Score -1752437 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1755965.375000 Penalty: 4747.846680
	Iteration 1F: 3 clusters Score -1755965 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1756492.125000 Penalty: 4747.846680
	Iteration 2F: 3 clusters Score -1756492 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1757057.625000 Penalty: 4747.846680
	Iteration 3F: 3 clusters Score -1757058 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1757665.750000 Penalty: 4747.846680
	Iteration 4F: 3 clusters Score -1757666 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1758307.500000 Penalty: 4747.846680
	Iteration 5F: 3 clusters Score -1758308 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1758971.000000 Penalty: 4747.846680
	Iteration 6F: 3 clusters Score -1758971 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1759588.875000 Penalty: 4747.846680
	Iteration 7F: 3 clusters Score -1759589 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1760078.875000 Penalty: 4747.846680
	Iteration 8Q: 3 clusters Score -1760079 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1760426.875000 Penalty: 4747.846680
	Iteration 9Q: 3 clusters Score -1760427 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1760685.375000 Penalty: 4747.846680
	Iteration 10Q: 3 clusters Score -1760685 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1760901.750000 Penalty: 4747.846680
	Iteration 11Q: 3 clusters Score -1760902 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1761165.750000 Penalty: 4747.846680
	Iteration 12Q: 3 clusters Score -1761166 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1761555.000000 Penalty: 4747.846680
	Iteration 13Q: 3 clusters Score -1761555 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1762171.125000 Penalty: 4747.846680
	Iteration 14Q: 3 clusters Score -1762171 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1762850.750000 Penalty: 4747.846680
	Iteration 15Q: 3 clusters Score -1762851 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1763172.125000 Penalty: 4747.846680
	Iteration 16Q: 3 clusters Score -1763172 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1763289.750000 Penalty: 4747.846680
	Iteration 17Q: 3 clusters Score -1763290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1763351.375000 Penalty: 4747.846680
	Iteration 18Q: 3 clusters Score -1763351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1763399.000000 Penalty: 4747.846680
	Iteration 19Q: 3 clusters Score -1763399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1763437.875000 Penalty: 4747.846680
	Iteration 20F: 3 clusters Score -1763438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1763458.875000 Penalty: 4747.846680
	Iteration 21Q: 3 clusters Score -1763459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1763474.750000 Penalty: 4747.846680
	Iteration 22Q: 3 clusters Score -1763475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1763487.125000 Penalty: 4747.846680
	Iteration 23Q: 3 clusters Score -1763487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1763494.500000 Penalty: 4747.846680
	Iteration 24Q: 3 clusters Score -1763494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1763496.125000 Penalty: 4747.846680
	Iteration 25Q: 3 clusters Score -1763496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1763507.750000 Penalty: 4747.846680
	Iteration 26Q: 3 clusters Score -1763508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1763506.750000 Penalty: 4747.846680
	Iteration 27Q: 3 clusters Score -1763507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1763507.250000 Penalty: 4747.846680
	Iteration 28Q: 3 clusters Score -1763507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1763511.250000 Penalty: 4747.846680
	Iteration 29Q: 3 clusters Score -1763511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1763509.250000 Penalty: 4747.846680
	Iteration 30Q: 3 clusters Score -1763509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1763509.250000 Penalty: 4747.846680
	Iteration 31Q: 3 clusters Score -1763509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1763508.125000 Penalty: 4747.846680
	Iteration 32Q: 3 clusters Score -1763508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1763509.625000 Penalty: 4747.846680
	Iteration 33Q: 3 clusters Score -1763510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1763510.500000 Penalty: 4747.846680
	Iteration 34Q: 3 clusters Score -1763510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1763510.500000 Penalty: 4747.846680
	Iteration 35F: 3 clusters Score -1763510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 8544 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 5488 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Mstep: Class 70 contains 5817 members 
Entering Unmasked Estep 
Score: -134498944.000000 Penalty: 241698.718750
Splitting cluster 43 changes total score from -134499120.000000 to -134498944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -949330.125000 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -949330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -943074.250000 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -943074.2 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -944718.062500 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -944718.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -944985.375000 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -944985.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -945177.000000 Penalty: 4440.106934
	Iteration 3F: 3 clusters Score -945177 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -945332.187500 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -945332.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -945444.500000 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -945444.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -945540.187500 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -945540.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -945621.812500 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -945621.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -945708.000000 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -945708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -945798.187500 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -945798.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -945897.562500 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -945897.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -946001.875000 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -946001.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -946093.312500 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -946093.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -946184.250000 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -946184.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -946268.625000 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -946268.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -946335.750000 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -946335.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -946402.625000 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -946402.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -946470.687500 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -946470.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -946521.000000 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -946521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -946568.625000 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -946568.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -946604.625000 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -946604.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -946642.062500 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -946642.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -946677.500000 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -946677.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -946717.062500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -946717.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -946753.937500 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -946753.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -946799.250000 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -946799.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -946864.500000 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -946864.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -946961.062500 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -946961.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -947097.125000 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -947097.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -947306.312500 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -947306.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -947534.375000 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -947534.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -947732.062500 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -947732.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -947914.562500 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -947914.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -948060.500000 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -948060.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -948154.250000 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -948154.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -948211.000000 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -948211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -948246.937500 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -948246.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -948270.125000 Penalty: 4440.106934
	Iteration 37Q: 3 clusters Score -948270.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -948302.250000 Penalty: 4440.106934
	Iteration 38Q: 3 clusters Score -948302.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -948327.500000 Penalty: 4440.106934
	Iteration 39Q: 3 clusters Score -948327.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -948349.062500 Penalty: 4440.106934
	Iteration 40F: 3 clusters Score -948349.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -948366.812500 Penalty: 4440.106934
	Iteration 41Q: 3 clusters Score -948366.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -948389.187500 Penalty: 4440.106934
	Iteration 42Q: 3 clusters Score -948389.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -948404.750000 Penalty: 4440.106934
	Iteration 43Q: 3 clusters Score -948404.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -948426.000000 Penalty: 4440.106934
	Iteration 44Q: 3 clusters Score -948426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -948437.687500 Penalty: 4440.106934
	Iteration 45Q: 3 clusters Score -948437.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -948447.187500 Penalty: 4440.106934
	Iteration 46Q: 3 clusters Score -948447.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -948453.750000 Penalty: 4440.106934
	Iteration 47Q: 3 clusters Score -948453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -948459.625000 Penalty: 4440.106934
	Iteration 48Q: 3 clusters Score -948459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -948467.062500 Penalty: 4440.106934
	Iteration 49Q: 3 clusters Score -948467.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -948474.125000 Penalty: 4440.106934
	Iteration 50Q: 3 clusters Score -948474.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -948483.062500 Penalty: 4440.106934
	Iteration 51Q: 3 clusters Score -948483.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -948493.250000 Penalty: 4440.106934
	Iteration 52Q: 3 clusters Score -948493.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -948499.250000 Penalty: 4440.106934
	Iteration 53Q: 3 clusters Score -948499.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -948508.875000 Penalty: 4440.106934
	Iteration 54Q: 3 clusters Score -948508.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -948516.312500 Penalty: 4440.106934
	Iteration 55Q: 3 clusters Score -948516.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -948522.375000 Penalty: 4440.106934
	Iteration 56Q: 3 clusters Score -948522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -948524.375000 Penalty: 4440.106934
	Iteration 57Q: 3 clusters Score -948524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -948527.750000 Penalty: 4440.106934
	Iteration 58Q: 3 clusters Score -948527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -948531.062500 Penalty: 4440.106934
	Iteration 59Q: 3 clusters Score -948531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -948532.125000 Penalty: 4440.106934
	Iteration 60F: 3 clusters Score -948532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -948538.500000 Penalty: 4440.106934
	Iteration 61Q: 3 clusters Score -948538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -948536.687500 Penalty: 4440.106934
	Iteration 62Q: 3 clusters Score -948536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -948537.750000 Penalty: 4440.106934
	Iteration 63Q: 3 clusters Score -948537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -948540.812500 Penalty: 4440.106934
	Iteration 64Q: 3 clusters Score -948540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -948541.500000 Penalty: 4440.106934
	Iteration 65Q: 3 clusters Score -948541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -948545.000000 Penalty: 4440.106934
	Iteration 66Q: 3 clusters Score -948545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -948545.437500 Penalty: 4440.106934
	Iteration 67Q: 3 clusters Score -948545.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -948548.375000 Penalty: 4440.106934
	Iteration 68Q: 3 clusters Score -948548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -948553.375000 Penalty: 4440.106934
	Iteration 69Q: 3 clusters Score -948553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -948557.000000 Penalty: 4440.106934
	Iteration 70Q: 3 clusters Score -948557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -948563.562500 Penalty: 4440.106934
	Iteration 71Q: 3 clusters Score -948563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -948566.750000 Penalty: 4440.106934
	Iteration 72Q: 3 clusters Score -948566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -948571.000000 Penalty: 4440.106934
	Iteration 73Q: 3 clusters Score -948571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -948571.375000 Penalty: 4440.106934
	Iteration 74Q: 3 clusters Score -948571.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -948575.750000 Penalty: 4440.106934
	Iteration 75Q: 3 clusters Score -948575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -948576.750000 Penalty: 4440.106934
	Iteration 76Q: 3 clusters Score -948576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -948580.875000 Penalty: 4440.106934
	Iteration 77Q: 3 clusters Score -948580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -948582.375000 Penalty: 4440.106934
	Iteration 78Q: 3 clusters Score -948582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -948583.562500 Penalty: 4440.106934
	Iteration 79Q: 3 clusters Score -948583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -948582.625000 Penalty: 4440.106934
	Iteration 80F: 3 clusters Score -948582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -948586.562500 Penalty: 4440.106934
	Iteration 81Q: 3 clusters Score -948586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -948588.187500 Penalty: 4440.106934
	Iteration 82Q: 3 clusters Score -948588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -948588.875000 Penalty: 4440.106934
	Iteration 83Q: 3 clusters Score -948588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -948592.500000 Penalty: 4440.106934
	Iteration 84Q: 3 clusters Score -948592.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -948594.125000 Penalty: 4440.106934
	Iteration 85Q: 3 clusters Score -948594.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -948596.375000 Penalty: 4440.106934
	Iteration 86Q: 3 clusters Score -948596.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -948603.312500 Penalty: 4440.106934
	Iteration 87Q: 3 clusters Score -948603.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -948608.187500 Penalty: 4440.106934
	Iteration 88Q: 3 clusters Score -948608.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -948616.937500 Penalty: 4440.106934
	Iteration 89Q: 3 clusters Score -948616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -948624.437500 Penalty: 4440.106934
	Iteration 90Q: 3 clusters Score -948624.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -948634.187500 Penalty: 4440.106934
	Iteration 91Q: 3 clusters Score -948634.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -948646.750000 Penalty: 4440.106934
	Iteration 92Q: 3 clusters Score -948646.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -948657.625000 Penalty: 4440.106934
	Iteration 93Q: 3 clusters Score -948657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -948661.687500 Penalty: 4440.106934
	Iteration 94Q: 3 clusters Score -948661.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -948671.500000 Penalty: 4440.106934
	Iteration 95Q: 3 clusters Score -948671.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -948676.250000 Penalty: 4440.106934
	Iteration 96Q: 3 clusters Score -948676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -948686.562500 Penalty: 4440.106934
	Iteration 97Q: 3 clusters Score -948686.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -948689.375000 Penalty: 4440.106934
	Iteration 98Q: 3 clusters Score -948689.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -948696.812500 Penalty: 4440.106934
	Iteration 99Q: 3 clusters Score -948696.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -948705.875000 Penalty: 4440.106934
	Iteration 100F: 3 clusters Score -948705.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -948713.500000 Penalty: 4440.106934
	Iteration 101Q: 3 clusters Score -948713.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -948719.937500 Penalty: 4440.106934
	Iteration 102Q: 3 clusters Score -948719.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -948726.062500 Penalty: 4440.106934
	Iteration 103Q: 3 clusters Score -948726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -948726.312500 Penalty: 4440.106934
	Iteration 104Q: 3 clusters Score -948726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -948727.250000 Penalty: 4440.106934
	Iteration 105Q: 3 clusters Score -948727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -948728.062500 Penalty: 4440.106934
	Iteration 106Q: 3 clusters Score -948728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -948732.187500 Penalty: 4440.106934
	Iteration 107Q: 3 clusters Score -948732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -948731.750000 Penalty: 4440.106934
	Iteration 108Q: 3 clusters Score -948731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -948735.000000 Penalty: 4440.106934
	Iteration 109Q: 3 clusters Score -948735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -948734.687500 Penalty: 4440.106934
	Iteration 110Q: 3 clusters Score -948734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -948735.437500 Penalty: 4440.106934
	Iteration 111Q: 3 clusters Score -948735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -948737.187500 Penalty: 4440.106934
	Iteration 112Q: 3 clusters Score -948737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -948736.250000 Penalty: 4440.106934
	Iteration 113Q: 3 clusters Score -948736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -948735.687500 Penalty: 4440.106934
	Iteration 114Q: 3 clusters Score -948735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -948737.437500 Penalty: 4440.106934
	Iteration 115Q: 3 clusters Score -948737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -948738.375000 Penalty: 4440.106934
	Iteration 116Q: 3 clusters Score -948738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -948739.187500 Penalty: 4440.106934
	Iteration 117Q: 3 clusters Score -948739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -948739.187500 Penalty: 4440.106934
	Iteration 118F: 3 clusters Score -948739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -700431.000000 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -700431 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 2136 members 
Entering Unmasked Estep 
Score: -696334.500000 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -696334.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -697350.437500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -697350.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -697835.375000 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -697835.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -698276.500000 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -698276.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -698633.625000 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -698633.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -698902.437500 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -698902.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -699071.187500 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -699071.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -699218.562500 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -699218.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -699382.187500 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -699382.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -699556.500000 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -699556.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -699765.312500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -699765.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -699913.937500 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -699913.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -699987.312500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -699987.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -700022.500000 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -700022.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -700049.562500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -700049.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -700062.437500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -700062.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -700072.375000 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -700072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -700079.562500 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -700079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -700085.062500 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -700085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -700088.750000 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -700088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -700089.250000 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -700089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -700092.562500 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -700092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -700094.125000 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -700094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -700095.062500 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -700095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -700096.625000 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -700096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -700096.062500 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -700096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -700095.125000 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -700095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -700095.125000 Penalty: 4146.130859
	Iteration 27F: 3 clusters Score -700095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -255556.515625 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -255556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252828.578125 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -252828.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -253359.578125 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -253359.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -253511.093750 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -253511.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -253648.046875 Penalty: 3799.183105
	Iteration 3F: 3 clusters Score -253648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -253760.453125 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -253760.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -253823.859375 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -253823.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -253889.625000 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -253889.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -253940.734375 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -253940.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -253994.296875 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -253994.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -254068.453125 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -254068.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254159.265625 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -254159.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -254256.546875 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -254256.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -254328.250000 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -254328.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -254366.453125 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -254366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -254398.718750 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -254398.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -254412.765625 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -254412.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -254430.968750 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -254431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -254457.062500 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -254457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -254478.156250 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -254478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -254502.296875 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -254502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -254526.437500 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -254526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -254544.218750 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -254544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -254551.453125 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -254551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -254562.375000 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -254562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -254568.859375 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -254568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -254574.109375 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -254574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -254582.203125 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -254582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254587.703125 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -254587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -254592.687500 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -254592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -254600.859375 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -254600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -254613.421875 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -254613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -254629.468750 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -254629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -254641.734375 Penalty: 3799.183105
	Iteration 32Q: 3 clusters Score -254641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -254651.406250 Penalty: 3799.183105
	Iteration 33Q: 3 clusters Score -254651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254659.546875 Penalty: 3799.183105
	Iteration 34Q: 3 clusters Score -254659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -254665.343750 Penalty: 3799.183105
	Iteration 35Q: 3 clusters Score -254665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -254669.093750 Penalty: 3799.183105
	Iteration 36Q: 3 clusters Score -254669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -254670.234375 Penalty: 3799.183105
	Iteration 37Q: 3 clusters Score -254670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -254670.718750 Penalty: 3799.183105
	Iteration 38Q: 3 clusters Score -254670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -254670.718750 Penalty: 3799.183105
	Iteration 39F: 3 clusters Score -254670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Entering Unmasked Estep 
Score: -440766.343750 Penalty: 2034.215576
	Iteration 0F: 2 clusters Score -440766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -437118.437500 Penalty: 4068.431152
	Iteration 0F: 3 clusters Score -437118.4 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -437971.531250 Penalty: 4068.431152
	Iteration 1F: 3 clusters Score -437971.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -438203.750000 Penalty: 4068.431152
	Iteration 2F: 3 clusters Score -438203.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -438342.218750 Penalty: 4068.431152
	Iteration 3Q: 3 clusters Score -438342.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -438481.875000 Penalty: 4068.431152
	Iteration 4Q: 3 clusters Score -438481.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -438648.000000 Penalty: 4068.431152
	Iteration 5Q: 3 clusters Score -438648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -438857.500000 Penalty: 4068.431152
	Iteration 6Q: 3 clusters Score -438857.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -439036.531250 Penalty: 4068.431152
	Iteration 7Q: 3 clusters Score -439036.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -439202.500000 Penalty: 4068.431152
	Iteration 8Q: 3 clusters Score -439202.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -439322.468750 Penalty: 4068.431152
	Iteration 9Q: 3 clusters Score -439322.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -439405.437500 Penalty: 4068.431152
	Iteration 10Q: 3 clusters Score -439405.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -439491.187500 Penalty: 4068.431152
	Iteration 11Q: 3 clusters Score -439491.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -439569.531250 Penalty: 4068.431152
	Iteration 12Q: 3 clusters Score -439569.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -439643.281250 Penalty: 4068.431152
	Iteration 13Q: 3 clusters Score -439643.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -439718.468750 Penalty: 4068.431152
	Iteration 14Q: 3 clusters Score -439718.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -439801.250000 Penalty: 4068.431152
	Iteration 15Q: 3 clusters Score -439801.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -439873.187500 Penalty: 4068.431152
	Iteration 16Q: 3 clusters Score -439873.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -439926.125000 Penalty: 4068.431152
	Iteration 17Q: 3 clusters Score -439926.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -439973.343750 Penalty: 4068.431152
	Iteration 18Q: 3 clusters Score -439973.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -440001.656250 Penalty: 4068.431152
	Iteration 19Q: 3 clusters Score -440001.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -440024.281250 Penalty: 4068.431152
	Iteration 20F: 3 clusters Score -440024.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -440044.343750 Penalty: 4068.431152
	Iteration 21Q: 3 clusters Score -440044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -440054.593750 Penalty: 4068.431152
	Iteration 22Q: 3 clusters Score -440054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -440059.937500 Penalty: 4068.431152
	Iteration 23Q: 3 clusters Score -440059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -440066.062500 Penalty: 4068.431152
	Iteration 24Q: 3 clusters Score -440066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -440069.875000 Penalty: 4068.431152
	Iteration 25Q: 3 clusters Score -440069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -440071.343750 Penalty: 4068.431152
	Iteration 26Q: 3 clusters Score -440071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -440071.906250 Penalty: 4068.431152
	Iteration 27Q: 3 clusters Score -440071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -440073.093750 Penalty: 4068.431152
	Iteration 28Q: 3 clusters Score -440073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -440073.093750 Penalty: 4068.431152
	Iteration 29F: 3 clusters Score -440073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -273414.625000 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -273414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -270638.000000 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -270638 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -271249.781250 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -271249.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271397.812500 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -271397.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -271499.468750 Penalty: 3828.908691
	Iteration 3Q: 3 clusters Score -271499.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -271581.781250 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -271581.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271676.718750 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -271676.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -271793.843750 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -271793.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -271935.000000 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -271935 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -272032.875000 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -272032.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -272114.468750 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -272114.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272185.500000 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -272185.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272243.218750 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -272243.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -272285.750000 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -272285.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -272312.843750 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -272312.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272329.562500 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -272329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -272337.500000 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -272337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272343.625000 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -272343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -272346.906250 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -272346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -272350.531250 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -272350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272356.218750 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -272356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272363.343750 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -272363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -272372.468750 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -272372.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -272378.156250 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -272378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -272383.281250 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -272383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -272387.625000 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -272387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -272393.406250 Penalty: 3828.908691
	Iteration 25Q: 3 clusters Score -272393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -272401.500000 Penalty: 3828.908691
	Iteration 26Q: 3 clusters Score -272401.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272408.781250 Penalty: 3828.908691
	Iteration 27Q: 3 clusters Score -272408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -272415.937500 Penalty: 3828.908691
	Iteration 28Q: 3 clusters Score -272415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -272422.062500 Penalty: 3828.908691
	Iteration 29Q: 3 clusters Score -272422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272431.531250 Penalty: 3828.908691
	Iteration 30Q: 3 clusters Score -272431.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -272446.343750 Penalty: 3828.908691
	Iteration 31Q: 3 clusters Score -272446.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -272465.750000 Penalty: 3828.908691
	Iteration 32Q: 3 clusters Score -272465.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272486.125000 Penalty: 3828.908691
	Iteration 33Q: 3 clusters Score -272486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272506.531250 Penalty: 3828.908691
	Iteration 34Q: 3 clusters Score -272506.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -272526.343750 Penalty: 3828.908691
	Iteration 35Q: 3 clusters Score -272526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -272542.968750 Penalty: 3828.908691
	Iteration 36Q: 3 clusters Score -272543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -272559.437500 Penalty: 3828.908691
	Iteration 37Q: 3 clusters Score -272559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272563.343750 Penalty: 3828.908691
	Iteration 38Q: 3 clusters Score -272563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -272567.500000 Penalty: 3828.908691
	Iteration 39Q: 3 clusters Score -272567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -272569.031250 Penalty: 3828.908691
	Iteration 40F: 3 clusters Score -272569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -272570.343750 Penalty: 3828.908691
	Iteration 41Q: 3 clusters Score -272570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -272570.343750 Penalty: 3828.908691
	Iteration 42F: 3 clusters Score -272570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Entering Unmasked Estep 
Score: -5107571.000000 Penalty: 2632.158203
	Iteration 0F: 2 clusters Score -5107571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5080009.500000 Penalty: 5264.316406
	Iteration 0F: 3 clusters Score -5080010 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5090418.500000 Penalty: 5264.316406
	Iteration 1F: 3 clusters Score -5090418 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -5091088.500000 Penalty: 5264.316406
	Iteration 2Q: 3 clusters Score -5091088 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5091787.500000 Penalty: 5264.316406
	Iteration 3Q: 3 clusters Score -5091788 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5092538.000000 Penalty: 5264.316406
	Iteration 4Q: 3 clusters Score -5092538 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5093352.500000 Penalty: 5264.316406
	Iteration 5Q: 3 clusters Score -5093352 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5094490.000000 Penalty: 5264.316406
	Iteration 6Q: 3 clusters Score -5094490 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -5095838.500000 Penalty: 5264.316406
	Iteration 7F: 3 clusters Score -5095838 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5097426.000000 Penalty: 5264.316406
	Iteration 8F: 3 clusters Score -5097426 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -5099068.500000 Penalty: 5264.316406
	Iteration 9F: 3 clusters Score -5099068 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5100747.500000 Penalty: 5264.316406
	Iteration 10F: 3 clusters Score -5100748 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5102140.000000 Penalty: 5264.316406
	Iteration 11Q: 3 clusters Score -5102140 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5103207.000000 Penalty: 5264.316406
	Iteration 12Q: 3 clusters Score -5103207 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5104064.000000 Penalty: 5264.316406
	Iteration 13Q: 3 clusters Score -5104064 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5104671.500000 Penalty: 5264.316406
	Iteration 14Q: 3 clusters Score -5104672 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5105065.000000 Penalty: 5264.316406
	Iteration 15Q: 3 clusters Score -5105065 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5105278.000000 Penalty: 5264.316406
	Iteration 16Q: 3 clusters Score -5105278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5105407.500000 Penalty: 5264.316406
	Iteration 17Q: 3 clusters Score -5105408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5105483.500000 Penalty: 5264.316406
	Iteration 18Q: 3 clusters Score -5105484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5105544.500000 Penalty: 5264.316406
	Iteration 19Q: 3 clusters Score -5105544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5105599.000000 Penalty: 5264.316406
	Iteration 20F: 3 clusters Score -5105599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5105635.000000 Penalty: 5264.316406
	Iteration 21Q: 3 clusters Score -5105635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5105661.500000 Penalty: 5264.316406
	Iteration 22Q: 3 clusters Score -5105662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5105678.500000 Penalty: 5264.316406
	Iteration 23Q: 3 clusters Score -5105678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5105690.000000 Penalty: 5264.316406
	Iteration 24Q: 3 clusters Score -5105690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5105704.000000 Penalty: 5264.316406
	Iteration 25Q: 3 clusters Score -5105704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5105704.500000 Penalty: 5264.316406
	Iteration 26Q: 3 clusters Score -5105704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5105713.000000 Penalty: 5264.316406
	Iteration 27Q: 3 clusters Score -5105713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5105710.500000 Penalty: 5264.316406
	Iteration 28Q: 3 clusters Score -5105710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5105722.000000 Penalty: 5264.316406
	Iteration 29Q: 3 clusters Score -5105722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5105719.000000 Penalty: 5264.316406
	Iteration 30Q: 3 clusters Score -5105719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5105721.000000 Penalty: 5264.316406
	Iteration 31Q: 3 clusters Score -5105721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5105725.000000 Penalty: 5264.316406
	Iteration 32Q: 3 clusters Score -5105725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5105724.500000 Penalty: 5264.316406
	Iteration 33Q: 3 clusters Score -5105724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5105726.500000 Penalty: 5264.316406
	Iteration 34Q: 3 clusters Score -5105726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5105735.500000 Penalty: 5264.316406
	Iteration 35Q: 3 clusters Score -5105736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5105741.000000 Penalty: 5264.316406
	Iteration 36Q: 3 clusters Score -5105741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5105737.000000 Penalty: 5264.316406
	Iteration 37Q: 3 clusters Score -5105737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5105738.500000 Penalty: 5264.316406
	Iteration 38Q: 3 clusters Score -5105738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5105738.000000 Penalty: 5264.316406
	Iteration 39Q: 3 clusters Score -5105738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5105743.000000 Penalty: 5264.316406
	Iteration 40F: 3 clusters Score -5105743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179171.078125 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176902.203125 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -176902.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177306.531250 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177306.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177426.000000 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177487.578125 Penalty: 3634.253174
	Iteration 3Q: 3 clusters Score -177487.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177529.281250 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177529.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177563.718750 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177563.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177590.296875 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -177590.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177616.484375 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -177616.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177643.750000 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -177643.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177682.734375 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -177682.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177731.750000 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -177731.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177802.375000 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -177802.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177868.906250 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -177868.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177923.328125 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -177923.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177958.062500 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -177958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -177997.156250 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -177997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178035.562500 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -178035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178086.750000 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -178086.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -178137.406250 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -178137.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -178181.015625 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -178181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178216.500000 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -178216.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178234.296875 Penalty: 3634.253174
	Iteration 21Q: 3 clusters Score -178234.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178258.953125 Penalty: 3634.253174
	Iteration 22Q: 3 clusters Score -178259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178291.296875 Penalty: 3634.253174
	Iteration 23Q: 3 clusters Score -178291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178305.187500 Penalty: 3634.253174
	Iteration 24Q: 3 clusters Score -178305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -178311.750000 Penalty: 3634.253174
	Iteration 25Q: 3 clusters Score -178311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -178318.234375 Penalty: 3634.253174
	Iteration 26Q: 3 clusters Score -178318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -178320.515625 Penalty: 3634.253174
	Iteration 27Q: 3 clusters Score -178320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178322.015625 Penalty: 3634.253174
	Iteration 28Q: 3 clusters Score -178322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178322.015625 Penalty: 3634.253174
	Iteration 29F: 3 clusters Score -178322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -1759583.375000 Penalty: 2375.421143
	Iteration 0F: 2 clusters Score -1759583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1748956.625000 Penalty: 4750.842285
	Iteration 0F: 3 clusters Score -1748957 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1752335.625000 Penalty: 4750.842285
	Iteration 1F: 3 clusters Score -1752336 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1752761.375000 Penalty: 4750.842285
	Iteration 2F: 3 clusters Score -1752761 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1753204.125000 Penalty: 4750.842285
	Iteration 3F: 3 clusters Score -1753204 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1753764.250000 Penalty: 4750.842285
	Iteration 4F: 3 clusters Score -1753764 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1754313.875000 Penalty: 4750.842285
	Iteration 5F: 3 clusters Score -1754314 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1754906.500000 Penalty: 4750.842285
	Iteration 6F: 3 clusters Score -1754906 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1755490.250000 Penalty: 4750.842285
	Iteration 7F: 3 clusters Score -1755490 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1756059.625000 Penalty: 4750.842285
	Iteration 8F: 3 clusters Score -1756060 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1756526.750000 Penalty: 4750.842285
	Iteration 9Q: 3 clusters Score -1756527 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1756886.875000 Penalty: 4750.842285
	Iteration 10Q: 3 clusters Score -1756887 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1757162.750000 Penalty: 4750.842285
	Iteration 11Q: 3 clusters Score -1757163 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1757362.875000 Penalty: 4750.842285
	Iteration 12Q: 3 clusters Score -1757363 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1757544.750000 Penalty: 4750.842285
	Iteration 13Q: 3 clusters Score -1757545 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1757696.625000 Penalty: 4750.842285
	Iteration 14Q: 3 clusters Score -1757697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1757794.625000 Penalty: 4750.842285
	Iteration 15Q: 3 clusters Score -1757795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1757875.125000 Penalty: 4750.842285
	Iteration 16Q: 3 clusters Score -1757875 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1757940.875000 Penalty: 4750.842285
	Iteration 17Q: 3 clusters Score -1757941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1758012.500000 Penalty: 4750.842285
	Iteration 18Q: 3 clusters Score -1758012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1758065.500000 Penalty: 4750.842285
	Iteration 19Q: 3 clusters Score -1758066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1758113.875000 Penalty: 4750.842285
	Iteration 20F: 3 clusters Score -1758114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1758141.750000 Penalty: 4750.842285
	Iteration 21Q: 3 clusters Score -1758142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1758173.000000 Penalty: 4750.842285
	Iteration 22Q: 3 clusters Score -1758173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1758190.250000 Penalty: 4750.842285
	Iteration 23Q: 3 clusters Score -1758190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1758228.875000 Penalty: 4750.842285
	Iteration 24Q: 3 clusters Score -1758229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1758258.375000 Penalty: 4750.842285
	Iteration 25Q: 3 clusters Score -1758258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1758284.250000 Penalty: 4750.842285
	Iteration 26Q: 3 clusters Score -1758284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1758302.875000 Penalty: 4750.842285
	Iteration 27Q: 3 clusters Score -1758303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1758318.375000 Penalty: 4750.842285
	Iteration 28Q: 3 clusters Score -1758318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1758336.250000 Penalty: 4750.842285
	Iteration 29Q: 3 clusters Score -1758336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1758361.000000 Penalty: 4750.842285
	Iteration 30Q: 3 clusters Score -1758361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1758380.500000 Penalty: 4750.842285
	Iteration 31Q: 3 clusters Score -1758380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1758394.375000 Penalty: 4750.842285
	Iteration 32Q: 3 clusters Score -1758394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1758412.750000 Penalty: 4750.842285
	Iteration 33Q: 3 clusters Score -1758413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1758416.500000 Penalty: 4750.842285
	Iteration 34Q: 3 clusters Score -1758416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1758426.875000 Penalty: 4750.842285
	Iteration 35Q: 3 clusters Score -1758427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1758434.750000 Penalty: 4750.842285
	Iteration 36Q: 3 clusters Score -1758435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1758442.000000 Penalty: 4750.842285
	Iteration 37Q: 3 clusters Score -1758442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1758441.125000 Penalty: 4750.842285
	Iteration 38Q: 3 clusters Score -1758441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1758450.375000 Penalty: 4750.842285
	Iteration 39Q: 3 clusters Score -1758450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1758447.125000 Penalty: 4750.842285
	Iteration 40F: 3 clusters Score -1758447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1758452.500000 Penalty: 4750.842285
	Iteration 41Q: 3 clusters Score -1758452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1758457.875000 Penalty: 4750.842285
	Iteration 42Q: 3 clusters Score -1758458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1758454.500000 Penalty: 4750.842285
	Iteration 43Q: 3 clusters Score -1758454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1758457.125000 Penalty: 4750.842285
	Iteration 44Q: 3 clusters Score -1758457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1758454.750000 Penalty: 4750.842285
	Iteration 45Q: 3 clusters Score -1758455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1758453.000000 Penalty: 4750.842285
	Iteration 46Q: 3 clusters Score -1758453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1758459.500000 Penalty: 4750.842285
	Iteration 47Q: 3 clusters Score -1758460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1758462.500000 Penalty: 4750.842285
	Iteration 48Q: 3 clusters Score -1758462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1758459.750000 Penalty: 4750.842285
	Iteration 49Q: 3 clusters Score -1758460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1758459.250000 Penalty: 4750.842285
	Iteration 50Q: 3 clusters Score -1758459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1758460.375000 Penalty: 4750.842285
	Iteration 51Q: 3 clusters Score -1758460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1758459.375000 Penalty: 4750.842285
	Iteration 52Q: 3 clusters Score -1758459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1758457.500000 Penalty: 4750.842285
	Iteration 53Q: 3 clusters Score -1758458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1758457.500000 Penalty: 4750.842285
	Iteration 54F: 3 clusters Score -1758458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -51785.378906 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -51785.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50351.441406 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -50351.44 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51154.410156 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -51154.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51728.148438 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -51728.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52204.101562 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -52204.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52527.382812 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -52527.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52627.089844 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -52627.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52718.800781 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -52718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52768.636719 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -52768.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52810.148438 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -52810.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52821.089844 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -52821.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52830.171875 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -52830.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52834.417969 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -52834.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52834.582031 Penalty: 3146.564697
	Iteration 12F: 3 clusters Score -52834.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52852.554688 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -52852.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52875.250000 Penalty: 3146.564697
	Iteration 14Q: 3 clusters Score -52875.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52880.640625 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -52880.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52880.640625 Penalty: 3146.564697
	Iteration 16F: 3 clusters Score -52880.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 295 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 5488 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Mstep: Class 70 contains 274 members 
Entering Unmasked Estep 
Score: -134498128.000000 Penalty: 241698.718750
Splitting cluster 52 changes total score from -134499120.000000 to -134498128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -306246.437500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -306246.4 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 924 members 
Entering Unmasked Estep 
Score: -303786.343750 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -303786.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -304280.031250 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -304280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -304441.718750 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -304441.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -304530.125000 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -304530.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -304589.250000 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -304589.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -304632.531250 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -304632.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -304653.250000 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -304653.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -304674.562500 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -304674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -304696.468750 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -304696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -304719.843750 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -304719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -304745.000000 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -304745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -304760.437500 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -304760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -304770.281250 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -304770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -304784.406250 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -304784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -304797.468750 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -304797.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -304815.562500 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -304815.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304831.937500 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -304831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -304843.531250 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -304843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -304854.281250 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -304854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -304869.343750 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -304869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -304878.406250 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -304878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -304883.375000 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -304883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -304886.375000 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -304886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -304888.562500 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -304888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -304889.125000 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -304889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -304889.468750 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -304889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -304889.468750 Penalty: 3736.446777
	Iteration 26F: 3 clusters Score -304889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Entering Unmasked Estep 
Score: -1426071.750000 Penalty: 2318.134277
	Iteration 0F: 2 clusters Score -1426072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1417456.250000 Penalty: 4636.268555
	Iteration 0F: 3 clusters Score -1417456 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1420073.250000 Penalty: 4636.268555
	Iteration 1F: 3 clusters Score -1420073 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1420420.875000 Penalty: 4636.268555
	Iteration 2F: 3 clusters Score -1420421 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1420709.875000 Penalty: 4636.268555
	Iteration 3F: 3 clusters Score -1420710 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1420971.750000 Penalty: 4636.268555
	Iteration 4Q: 3 clusters Score -1420972 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1421204.875000 Penalty: 4636.268555
	Iteration 5Q: 3 clusters Score -1421205 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1421422.375000 Penalty: 4636.268555
	Iteration 6Q: 3 clusters Score -1421422 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1421643.375000 Penalty: 4636.268555
	Iteration 7Q: 3 clusters Score -1421643 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1421874.125000 Penalty: 4636.268555
	Iteration 8Q: 3 clusters Score -1421874 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1422093.875000 Penalty: 4636.268555
	Iteration 9Q: 3 clusters Score -1422094 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1422328.250000 Penalty: 4636.268555
	Iteration 10Q: 3 clusters Score -1422328 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1422573.625000 Penalty: 4636.268555
	Iteration 11Q: 3 clusters Score -1422574 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1422810.250000 Penalty: 4636.268555
	Iteration 12Q: 3 clusters Score -1422810 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1423060.000000 Penalty: 4636.268555
	Iteration 13Q: 3 clusters Score -1423060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1423297.625000 Penalty: 4636.268555
	Iteration 14Q: 3 clusters Score -1423298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1423490.875000 Penalty: 4636.268555
	Iteration 15Q: 3 clusters Score -1423491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1423666.250000 Penalty: 4636.268555
	Iteration 16Q: 3 clusters Score -1423666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1423776.750000 Penalty: 4636.268555
	Iteration 17Q: 3 clusters Score -1423777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1423847.250000 Penalty: 4636.268555
	Iteration 18Q: 3 clusters Score -1423847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1423886.000000 Penalty: 4636.268555
	Iteration 19Q: 3 clusters Score -1423886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1423921.125000 Penalty: 4636.268555
	Iteration 20F: 3 clusters Score -1423921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1423950.375000 Penalty: 4636.268555
	Iteration 21Q: 3 clusters Score -1423950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1423961.875000 Penalty: 4636.268555
	Iteration 22Q: 3 clusters Score -1423962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1423970.375000 Penalty: 4636.268555
	Iteration 23Q: 3 clusters Score -1423970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1423975.375000 Penalty: 4636.268555
	Iteration 24Q: 3 clusters Score -1423975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1423975.875000 Penalty: 4636.268555
	Iteration 25Q: 3 clusters Score -1423976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1423979.375000 Penalty: 4636.268555
	Iteration 26Q: 3 clusters Score -1423979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1423982.000000 Penalty: 4636.268555
	Iteration 27Q: 3 clusters Score -1423982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1423986.375000 Penalty: 4636.268555
	Iteration 28Q: 3 clusters Score -1423986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1423988.750000 Penalty: 4636.268555
	Iteration 29Q: 3 clusters Score -1423989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1423992.000000 Penalty: 4636.268555
	Iteration 30Q: 3 clusters Score -1423992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1423993.500000 Penalty: 4636.268555
	Iteration 31Q: 3 clusters Score -1423994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1423995.125000 Penalty: 4636.268555
	Iteration 32Q: 3 clusters Score -1423995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1423996.000000 Penalty: 4636.268555
	Iteration 33Q: 3 clusters Score -1423996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1423996.000000 Penalty: 4636.268555
	Iteration 34F: 3 clusters Score -1423996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -1525724.125000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -1525724 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 6104 members 
Entering Unmasked Estep 
Score: -1516684.000000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -1516684 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1519367.000000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -1519367 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1519682.375000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -1519682 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1519943.750000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -1519944 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1520182.125000 Penalty: 4665.941406
	Iteration 4Q: 3 clusters Score -1520182 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1520411.125000 Penalty: 4665.941406
	Iteration 5Q: 3 clusters Score -1520411 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1520664.250000 Penalty: 4665.941406
	Iteration 6Q: 3 clusters Score -1520664 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1520933.625000 Penalty: 4665.941406
	Iteration 7Q: 3 clusters Score -1520934 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1521245.500000 Penalty: 4665.941406
	Iteration 8Q: 3 clusters Score -1521246 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1521652.750000 Penalty: 4665.941406
	Iteration 9F: 3 clusters Score -1521653 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1522088.375000 Penalty: 4665.941406
	Iteration 10F: 3 clusters Score -1522088 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1522455.250000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -1522455 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1522751.000000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -1522751 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1523000.625000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -1523001 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1523164.500000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -1523164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1523296.250000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -1523296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1523390.250000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -1523390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1523474.625000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -1523475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1523537.250000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -1523537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1523585.750000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -1523586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1523639.625000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -1523640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1523676.500000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -1523676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1523700.875000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -1523701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1523722.750000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -1523723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1523731.125000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -1523731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1523740.750000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -1523741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1523750.500000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -1523750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1523764.625000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -1523765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1523774.375000 Penalty: 4665.941406
	Iteration 28Q: 3 clusters Score -1523774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1523782.875000 Penalty: 4665.941406
	Iteration 29Q: 3 clusters Score -1523783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1523788.000000 Penalty: 4665.941406
	Iteration 30Q: 3 clusters Score -1523788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1523796.500000 Penalty: 4665.941406
	Iteration 31Q: 3 clusters Score -1523796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1523800.875000 Penalty: 4665.941406
	Iteration 32Q: 3 clusters Score -1523801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1523807.125000 Penalty: 4665.941406
	Iteration 33Q: 3 clusters Score -1523807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1523809.750000 Penalty: 4665.941406
	Iteration 34Q: 3 clusters Score -1523810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1523813.125000 Penalty: 4665.941406
	Iteration 35Q: 3 clusters Score -1523813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1523815.750000 Penalty: 4665.941406
	Iteration 36Q: 3 clusters Score -1523816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1523815.625000 Penalty: 4665.941406
	Iteration 37Q: 3 clusters Score -1523816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1523814.875000 Penalty: 4665.941406
	Iteration 38Q: 3 clusters Score -1523815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1523814.875000 Penalty: 4665.941406
	Iteration 39F: 3 clusters Score -1523815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -237030.656250 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -237030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -234814.812500 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -234814.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -235542.265625 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -235542.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -236089.781250 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -236089.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -236444.750000 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -236444.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -236723.375000 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -236723.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236860.312500 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -236860.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -236927.546875 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -236927.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -236962.218750 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -236962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -236982.765625 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -236982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -236988.218750 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -236988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -236992.500000 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -236992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -236995.656250 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -236995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -236997.093750 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -236997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -236997.093750 Penalty: 3639.120605
	Iteration 13F: 3 clusters Score -236997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -261041.484375 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -261041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258324.781250 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -258324.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258821.796875 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -258821.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258955.015625 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -258955 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259032.640625 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -259032.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -259090.421875 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -259090.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259151.390625 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -259151.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -259214.078125 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -259214.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259292.500000 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -259292.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259394.625000 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -259394.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259484.218750 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -259484.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259607.906250 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -259607.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -259735.296875 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -259735.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -259844.515625 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -259844.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -259913.031250 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -259913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259969.750000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -259969.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260008.546875 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -260008.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260036.546875 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -260036.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -260062.765625 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -260062.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260084.265625 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -260084.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -260104.562500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -260104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -260124.640625 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -260124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260150.578125 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -260150.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -260168.406250 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -260168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260179.406250 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -260179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260188.609375 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -260188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -260198.609375 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -260198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260212.000000 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -260212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -260224.921875 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -260224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -260232.125000 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -260232.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -260249.343750 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -260249.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -260261.750000 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -260261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260268.656250 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -260268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -260277.968750 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -260278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -260288.078125 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -260288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -260304.640625 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -260304.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260325.843750 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -260325.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -260347.156250 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -260347.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260388.437500 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -260388.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -260451.890625 Penalty: 3820.467773
	Iteration 38Q: 3 clusters Score -260451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -260502.640625 Penalty: 3820.467773
	Iteration 39Q: 3 clusters Score -260502.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -260514.906250 Penalty: 3820.467773
	Iteration 40F: 3 clusters Score -260514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -260520.406250 Penalty: 3820.467773
	Iteration 41Q: 3 clusters Score -260520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -260526.890625 Penalty: 3820.467773
	Iteration 42Q: 3 clusters Score -260526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -260532.187500 Penalty: 3820.467773
	Iteration 43Q: 3 clusters Score -260532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -260540.031250 Penalty: 3820.467773
	Iteration 44Q: 3 clusters Score -260540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -260543.531250 Penalty: 3820.467773
	Iteration 45Q: 3 clusters Score -260543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -260546.453125 Penalty: 3820.467773
	Iteration 46Q: 3 clusters Score -260546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -260546.453125 Penalty: 3820.467773
	Iteration 47F: 3 clusters Score -260546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -878207.937500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -878207.9 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 3499 members 
Entering Unmasked Estep 
Score: -872413.687500 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -872413.7 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -873921.625000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -873921.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -874178.062500 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -874178.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -874392.437500 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -874392.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -874578.937500 Penalty: 4398.174316
	Iteration 4Q: 3 clusters Score -874578.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -874761.562500 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -874761.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -874971.187500 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -874971.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -875199.625000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -875199.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -875475.875000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -875475.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -875780.875000 Penalty: 4398.174316
	Iteration 9F: 3 clusters Score -875780.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -876039.812500 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -876039.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -876197.000000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -876197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -876295.437500 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -876295.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -876363.750000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -876363.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -876407.375000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -876407.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -876437.312500 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -876437.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -876459.625000 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -876459.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -876480.437500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -876480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -876487.500000 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -876487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -876493.937500 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -876493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -876498.875000 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -876498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -876501.187500 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -876501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -876502.937500 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -876502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -876507.625000 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -876507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -876510.562500 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -876510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -876510.062500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -876510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -876513.562500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -876513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -876514.000000 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -876514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -876512.437500 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -876512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -876514.000000 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -876514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -876515.000000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -876515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -876518.187500 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -876518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -876518.250000 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -876518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -876520.062500 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -876520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -876520.062500 Penalty: 4398.174316
	Iteration 34F: 3 clusters Score -876520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (17486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Entering Unmasked Estep 
Score: -2161058.000000 Penalty: 2422.750488
	Iteration 0F: 2 clusters Score -2161058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2148625.250000 Penalty: 4845.500977
	Iteration 0F: 3 clusters Score -2148625 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2152825.000000 Penalty: 4845.500977
	Iteration 1F: 3 clusters Score -2152825 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2153336.000000 Penalty: 4845.500977
	Iteration 2F: 3 clusters Score -2153336 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2153858.250000 Penalty: 4845.500977
	Iteration 3F: 3 clusters Score -2153858 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2154463.250000 Penalty: 4845.500977
	Iteration 4F: 3 clusters Score -2154463 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2155190.500000 Penalty: 4845.500977
	Iteration 5F: 3 clusters Score -2155190 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2155950.500000 Penalty: 4845.500977
	Iteration 6F: 3 clusters Score -2155950 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2156731.500000 Penalty: 4845.500977
	Iteration 7F: 3 clusters Score -2156732 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2157530.500000 Penalty: 4845.500977
	Iteration 8Q: 3 clusters Score -2157530 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2158349.750000 Penalty: 4845.500977
	Iteration 9Q: 3 clusters Score -2158350 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2158884.500000 Penalty: 4845.500977
	Iteration 10Q: 3 clusters Score -2158884 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2159124.750000 Penalty: 4845.500977
	Iteration 11Q: 3 clusters Score -2159125 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2159239.750000 Penalty: 4845.500977
	Iteration 12Q: 3 clusters Score -2159240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2159288.500000 Penalty: 4845.500977
	Iteration 13Q: 3 clusters Score -2159288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2159309.250000 Penalty: 4845.500977
	Iteration 14Q: 3 clusters Score -2159309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2159322.500000 Penalty: 4845.500977
	Iteration 15Q: 3 clusters Score -2159322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2159336.500000 Penalty: 4845.500977
	Iteration 16Q: 3 clusters Score -2159336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2159340.000000 Penalty: 4845.500977
	Iteration 17Q: 3 clusters Score -2159340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2159348.250000 Penalty: 4845.500977
	Iteration 18Q: 3 clusters Score -2159348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2159349.500000 Penalty: 4845.500977
	Iteration 19Q: 3 clusters Score -2159350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2159354.250000 Penalty: 4845.500977
	Iteration 20F: 3 clusters Score -2159354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2159354.250000 Penalty: 4845.500977
	Iteration 21Q: 3 clusters Score -2159354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2159353.500000 Penalty: 4845.500977
	Iteration 22Q: 3 clusters Score -2159354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2159359.500000 Penalty: 4845.500977
	Iteration 23Q: 3 clusters Score -2159360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2159363.500000 Penalty: 4845.500977
	Iteration 24Q: 3 clusters Score -2159364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2159362.250000 Penalty: 4845.500977
	Iteration 25Q: 3 clusters Score -2159362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2159367.750000 Penalty: 4845.500977
	Iteration 26Q: 3 clusters Score -2159368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2159367.250000 Penalty: 4845.500977
	Iteration 27Q: 3 clusters Score -2159367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2159373.750000 Penalty: 4845.500977
	Iteration 28Q: 3 clusters Score -2159374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2159373.000000 Penalty: 4845.500977
	Iteration 29Q: 3 clusters Score -2159373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2159371.250000 Penalty: 4845.500977
	Iteration 30Q: 3 clusters Score -2159371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2159374.250000 Penalty: 4845.500977
	Iteration 31Q: 3 clusters Score -2159374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2159377.750000 Penalty: 4845.500977
	Iteration 32Q: 3 clusters Score -2159378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2159374.250000 Penalty: 4845.500977
	Iteration 33Q: 3 clusters Score -2159374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2159377.000000 Penalty: 4845.500977
	Iteration 34Q: 3 clusters Score -2159377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2159381.000000 Penalty: 4845.500977
	Iteration 35Q: 3 clusters Score -2159381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2159383.500000 Penalty: 4845.500977
	Iteration 36Q: 3 clusters Score -2159384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2159381.750000 Penalty: 4845.500977
	Iteration 37Q: 3 clusters Score -2159382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2159380.750000 Penalty: 4845.500977
	Iteration 38Q: 3 clusters Score -2159381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2159383.000000 Penalty: 4845.500977
	Iteration 39Q: 3 clusters Score -2159383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2159386.250000 Penalty: 4845.500977
	Iteration 40F: 3 clusters Score -2159386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -669359.875000 Penalty: 2132.906738
	Iteration 0F: 2 clusters Score -669359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -664565.812500 Penalty: 4265.813477
	Iteration 0F: 3 clusters Score -664565.8 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -665772.062500 Penalty: 4265.813477
	Iteration 1F: 3 clusters Score -665772.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -666016.187500 Penalty: 4265.813477
	Iteration 2F: 3 clusters Score -666016.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -666166.187500 Penalty: 4265.813477
	Iteration 3Q: 3 clusters Score -666166.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -666268.562500 Penalty: 4265.813477
	Iteration 4Q: 3 clusters Score -666268.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -666359.062500 Penalty: 4265.813477
	Iteration 5Q: 3 clusters Score -666359.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -666435.812500 Penalty: 4265.813477
	Iteration 6Q: 3 clusters Score -666435.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -666505.687500 Penalty: 4265.813477
	Iteration 7Q: 3 clusters Score -666505.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -666559.875000 Penalty: 4265.813477
	Iteration 8Q: 3 clusters Score -666559.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -666626.250000 Penalty: 4265.813477
	Iteration 9Q: 3 clusters Score -666626.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -666684.875000 Penalty: 4265.813477
	Iteration 10Q: 3 clusters Score -666684.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -666741.937500 Penalty: 4265.813477
	Iteration 11Q: 3 clusters Score -666741.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -666806.625000 Penalty: 4265.813477
	Iteration 12Q: 3 clusters Score -666806.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -666889.000000 Penalty: 4265.813477
	Iteration 13Q: 3 clusters Score -666889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -666959.500000 Penalty: 4265.813477
	Iteration 14Q: 3 clusters Score -666959.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -667024.812500 Penalty: 4265.813477
	Iteration 15Q: 3 clusters Score -667024.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -667077.437500 Penalty: 4265.813477
	Iteration 16Q: 3 clusters Score -667077.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -667126.250000 Penalty: 4265.813477
	Iteration 17Q: 3 clusters Score -667126.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -667177.437500 Penalty: 4265.813477
	Iteration 18Q: 3 clusters Score -667177.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -667237.562500 Penalty: 4265.813477
	Iteration 19Q: 3 clusters Score -667237.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -667289.500000 Penalty: 4265.813477
	Iteration 20F: 3 clusters Score -667289.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -667345.000000 Penalty: 4265.813477
	Iteration 21Q: 3 clusters Score -667345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -667401.250000 Penalty: 4265.813477
	Iteration 22Q: 3 clusters Score -667401.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -667449.750000 Penalty: 4265.813477
	Iteration 23Q: 3 clusters Score -667449.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -667491.875000 Penalty: 4265.813477
	Iteration 24Q: 3 clusters Score -667491.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -667519.312500 Penalty: 4265.813477
	Iteration 25Q: 3 clusters Score -667519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -667535.000000 Penalty: 4265.813477
	Iteration 26Q: 3 clusters Score -667535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -667548.812500 Penalty: 4265.813477
	Iteration 27Q: 3 clusters Score -667548.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -667564.312500 Penalty: 4265.813477
	Iteration 28Q: 3 clusters Score -667564.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -667572.625000 Penalty: 4265.813477
	Iteration 29Q: 3 clusters Score -667572.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -667583.812500 Penalty: 4265.813477
	Iteration 30Q: 3 clusters Score -667583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -667593.812500 Penalty: 4265.813477
	Iteration 31Q: 3 clusters Score -667593.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -667600.750000 Penalty: 4265.813477
	Iteration 32Q: 3 clusters Score -667600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -667605.812500 Penalty: 4265.813477
	Iteration 33Q: 3 clusters Score -667605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -667609.312500 Penalty: 4265.813477
	Iteration 34Q: 3 clusters Score -667609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -667611.875000 Penalty: 4265.813477
	Iteration 35Q: 3 clusters Score -667611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -667612.687500 Penalty: 4265.813477
	Iteration 36Q: 3 clusters Score -667612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -667615.000000 Penalty: 4265.813477
	Iteration 37Q: 3 clusters Score -667615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -667618.437500 Penalty: 4265.813477
	Iteration 38Q: 3 clusters Score -667618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -667624.312500 Penalty: 4265.813477
	Iteration 39Q: 3 clusters Score -667624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -667627.937500 Penalty: 4265.813477
	Iteration 40F: 3 clusters Score -667627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -667633.000000 Penalty: 4265.813477
	Iteration 41Q: 3 clusters Score -667633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -667633.312500 Penalty: 4265.813477
	Iteration 42Q: 3 clusters Score -667633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -667635.625000 Penalty: 4265.813477
	Iteration 43Q: 3 clusters Score -667635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -667637.875000 Penalty: 4265.813477
	Iteration 44Q: 3 clusters Score -667637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -667637.125000 Penalty: 4265.813477
	Iteration 45Q: 3 clusters Score -667637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -667637.625000 Penalty: 4265.813477
	Iteration 46Q: 3 clusters Score -667637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -667637.937500 Penalty: 4265.813477
	Iteration 47Q: 3 clusters Score -667637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -667637.937500 Penalty: 4265.813477
	Iteration 48F: 3 clusters Score -667637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -327916.875000 Penalty: 1957.235474
	Iteration 0F: 2 clusters Score -327916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -324844.625000 Penalty: 3914.470947
	Iteration 0F: 3 clusters Score -324844.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -325538.156250 Penalty: 3914.470947
	Iteration 1F: 3 clusters Score -325538.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -325746.781250 Penalty: 3914.470947
	Iteration 2F: 3 clusters Score -325746.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325851.062500 Penalty: 3914.470947
	Iteration 3F: 3 clusters Score -325851.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325935.718750 Penalty: 3914.470947
	Iteration 4Q: 3 clusters Score -325935.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -325995.187500 Penalty: 3914.470947
	Iteration 5Q: 3 clusters Score -325995.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326044.843750 Penalty: 3914.470947
	Iteration 6Q: 3 clusters Score -326044.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326083.968750 Penalty: 3914.470947
	Iteration 7Q: 3 clusters Score -326084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -326114.968750 Penalty: 3914.470947
	Iteration 8Q: 3 clusters Score -326115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -326142.343750 Penalty: 3914.470947
	Iteration 9Q: 3 clusters Score -326142.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -326161.343750 Penalty: 3914.470947
	Iteration 10Q: 3 clusters Score -326161.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -326183.156250 Penalty: 3914.470947
	Iteration 11Q: 3 clusters Score -326183.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -326208.000000 Penalty: 3914.470947
	Iteration 12Q: 3 clusters Score -326208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -326228.875000 Penalty: 3914.470947
	Iteration 13Q: 3 clusters Score -326228.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -326248.187500 Penalty: 3914.470947
	Iteration 14Q: 3 clusters Score -326248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -326258.593750 Penalty: 3914.470947
	Iteration 15Q: 3 clusters Score -326258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -326269.906250 Penalty: 3914.470947
	Iteration 16Q: 3 clusters Score -326269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326286.687500 Penalty: 3914.470947
	Iteration 17Q: 3 clusters Score -326286.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -326300.750000 Penalty: 3914.470947
	Iteration 18Q: 3 clusters Score -326300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -326309.375000 Penalty: 3914.470947
	Iteration 19Q: 3 clusters Score -326309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -326317.093750 Penalty: 3914.470947
	Iteration 20F: 3 clusters Score -326317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -326322.781250 Penalty: 3914.470947
	Iteration 21Q: 3 clusters Score -326322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -326329.000000 Penalty: 3914.470947
	Iteration 22Q: 3 clusters Score -326329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -326337.218750 Penalty: 3914.470947
	Iteration 23Q: 3 clusters Score -326337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -326348.562500 Penalty: 3914.470947
	Iteration 24Q: 3 clusters Score -326348.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -326353.625000 Penalty: 3914.470947
	Iteration 25Q: 3 clusters Score -326353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -326356.312500 Penalty: 3914.470947
	Iteration 26Q: 3 clusters Score -326356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -326358.156250 Penalty: 3914.470947
	Iteration 27Q: 3 clusters Score -326358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -326358.437500 Penalty: 3914.470947
	Iteration 28Q: 3 clusters Score -326358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -326359.281250 Penalty: 3914.470947
	Iteration 29Q: 3 clusters Score -326359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -326359.468750 Penalty: 3914.470947
	Iteration 30Q: 3 clusters Score -326359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326360.375000 Penalty: 3914.470947
	Iteration 31Q: 3 clusters Score -326360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326360.375000 Penalty: 3914.470947
	Iteration 32F: 3 clusters Score -326360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -38216.789062 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -38216.79 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 198 members 
Entering Unmasked Estep 
Score: -36940.199219 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -36940.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37267.660156 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -37267.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37406.652344 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -37406.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37478.023438 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -37478.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37510.890625 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -37510.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37523.867188 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -37523.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37534.707031 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -37534.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37552.156250 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -37552.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37569.406250 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -37569.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37571.308594 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -37571.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37571.308594 Penalty: 2955.378662
	Iteration 10F: 3 clusters Score -37571.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -347886.125000 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -347886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -344773.625000 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -344773.6 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -345434.656250 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -345434.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -345580.593750 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -345580.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -345658.093750 Penalty: 3936.406006
	Iteration 3Q: 3 clusters Score -345658.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -345710.593750 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -345710.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -345760.218750 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -345760.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -345815.000000 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -345815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345861.125000 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -345861.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -345890.843750 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -345890.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -345921.625000 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -345921.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -345947.062500 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -345947.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -345966.875000 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -345966.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -345985.937500 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -345985.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -346000.562500 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -346000.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346010.468750 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -346010.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346023.093750 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -346023.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -346037.250000 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -346037.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -346055.937500 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -346055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -346069.031250 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -346069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -346072.906250 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -346072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -346081.750000 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -346081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346088.531250 Penalty: 3936.406006
	Iteration 21Q: 3 clusters Score -346088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346094.968750 Penalty: 3936.406006
	Iteration 22Q: 3 clusters Score -346095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346100.906250 Penalty: 3936.406006
	Iteration 23Q: 3 clusters Score -346100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346108.656250 Penalty: 3936.406006
	Iteration 24Q: 3 clusters Score -346108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346118.031250 Penalty: 3936.406006
	Iteration 25Q: 3 clusters Score -346118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346130.187500 Penalty: 3936.406006
	Iteration 26Q: 3 clusters Score -346130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -346145.375000 Penalty: 3936.406006
	Iteration 27Q: 3 clusters Score -346145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -346155.500000 Penalty: 3936.406006
	Iteration 28Q: 3 clusters Score -346155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346162.750000 Penalty: 3936.406006
	Iteration 29Q: 3 clusters Score -346162.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -346172.406250 Penalty: 3936.406006
	Iteration 30Q: 3 clusters Score -346172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -346179.250000 Penalty: 3936.406006
	Iteration 31Q: 3 clusters Score -346179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -346186.468750 Penalty: 3936.406006
	Iteration 32Q: 3 clusters Score -346186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346193.250000 Penalty: 3936.406006
	Iteration 33Q: 3 clusters Score -346193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346203.218750 Penalty: 3936.406006
	Iteration 34Q: 3 clusters Score -346203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -346214.500000 Penalty: 3936.406006
	Iteration 35Q: 3 clusters Score -346214.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -346231.500000 Penalty: 3936.406006
	Iteration 36Q: 3 clusters Score -346231.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -346248.812500 Penalty: 3936.406006
	Iteration 37Q: 3 clusters Score -346248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -346269.000000 Penalty: 3936.406006
	Iteration 38Q: 3 clusters Score -346269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -346293.375000 Penalty: 3936.406006
	Iteration 39Q: 3 clusters Score -346293.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -346338.875000 Penalty: 3936.406006
	Iteration 40F: 3 clusters Score -346338.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -346408.281250 Penalty: 3936.406006
	Iteration 41Q: 3 clusters Score -346408.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -346498.531250 Penalty: 3936.406006
	Iteration 42Q: 3 clusters Score -346498.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -346587.031250 Penalty: 3936.406006
	Iteration 43Q: 3 clusters Score -346587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -346652.343750 Penalty: 3936.406006
	Iteration 44Q: 3 clusters Score -346652.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -346695.031250 Penalty: 3936.406006
	Iteration 45Q: 3 clusters Score -346695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -346728.843750 Penalty: 3936.406006
	Iteration 46Q: 3 clusters Score -346728.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -346763.687500 Penalty: 3936.406006
	Iteration 47Q: 3 clusters Score -346763.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346789.156250 Penalty: 3936.406006
	Iteration 48Q: 3 clusters Score -346789.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -346814.218750 Penalty: 3936.406006
	Iteration 49Q: 3 clusters Score -346814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -346838.468750 Penalty: 3936.406006
	Iteration 50Q: 3 clusters Score -346838.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -346875.000000 Penalty: 3936.406006
	Iteration 51Q: 3 clusters Score -346875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -346916.093750 Penalty: 3936.406006
	Iteration 52Q: 3 clusters Score -346916.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -346947.875000 Penalty: 3936.406006
	Iteration 53Q: 3 clusters Score -346947.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -346979.093750 Penalty: 3936.406006
	Iteration 54Q: 3 clusters Score -346979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -347015.437500 Penalty: 3936.406006
	Iteration 55Q: 3 clusters Score -347015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -347038.843750 Penalty: 3936.406006
	Iteration 56Q: 3 clusters Score -347038.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -347055.093750 Penalty: 3936.406006
	Iteration 57Q: 3 clusters Score -347055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -347067.343750 Penalty: 3936.406006
	Iteration 58Q: 3 clusters Score -347067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -347073.000000 Penalty: 3936.406006
	Iteration 59Q: 3 clusters Score -347073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -347085.031250 Penalty: 3936.406006
	Iteration 60F: 3 clusters Score -347085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -347102.000000 Penalty: 3936.406006
	Iteration 61Q: 3 clusters Score -347102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -347115.031250 Penalty: 3936.406006
	Iteration 62Q: 3 clusters Score -347115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -347152.406250 Penalty: 3936.406006
	Iteration 63Q: 3 clusters Score -347152.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -347264.687500 Penalty: 3936.406006
	Iteration 64Q: 3 clusters Score -347264.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -347377.468750 Penalty: 3936.406006
	Iteration 65Q: 3 clusters Score -347377.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -347453.406250 Penalty: 3936.406006
	Iteration 66Q: 3 clusters Score -347453.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347505.843750 Penalty: 3936.406006
	Iteration 67Q: 3 clusters Score -347505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347534.218750 Penalty: 3936.406006
	Iteration 68Q: 3 clusters Score -347534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347545.437500 Penalty: 3936.406006
	Iteration 69Q: 3 clusters Score -347545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -347549.625000 Penalty: 3936.406006
	Iteration 70Q: 3 clusters Score -347549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347551.375000 Penalty: 3936.406006
	Iteration 71Q: 3 clusters Score -347551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -347554.562500 Penalty: 3936.406006
	Iteration 72Q: 3 clusters Score -347554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -347559.593750 Penalty: 3936.406006
	Iteration 73Q: 3 clusters Score -347559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347564.437500 Penalty: 3936.406006
	Iteration 74Q: 3 clusters Score -347564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -347565.593750 Penalty: 3936.406006
	Iteration 75Q: 3 clusters Score -347565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347568.750000 Penalty: 3936.406006
	Iteration 76Q: 3 clusters Score -347568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -347571.468750 Penalty: 3936.406006
	Iteration 77Q: 3 clusters Score -347571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -347574.000000 Penalty: 3936.406006
	Iteration 78Q: 3 clusters Score -347574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -347574.968750 Penalty: 3936.406006
	Iteration 79Q: 3 clusters Score -347575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -347574.968750 Penalty: 3936.406006
	Iteration 80F: 3 clusters Score -347575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -323731.843750 Penalty: 1957.235474
	Iteration 0F: 2 clusters Score -323731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -320691.468750 Penalty: 3914.470947
	Iteration 0F: 3 clusters Score -320691.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321256.843750 Penalty: 3914.470947
	Iteration 1F: 3 clusters Score -321256.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321411.750000 Penalty: 3914.470947
	Iteration 2F: 3 clusters Score -321411.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321492.156250 Penalty: 3914.470947
	Iteration 3Q: 3 clusters Score -321492.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321552.250000 Penalty: 3914.470947
	Iteration 4Q: 3 clusters Score -321552.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321589.718750 Penalty: 3914.470947
	Iteration 5Q: 3 clusters Score -321589.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -321613.500000 Penalty: 3914.470947
	Iteration 6Q: 3 clusters Score -321613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -321632.250000 Penalty: 3914.470947
	Iteration 7Q: 3 clusters Score -321632.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321652.593750 Penalty: 3914.470947
	Iteration 8Q: 3 clusters Score -321652.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321666.718750 Penalty: 3914.470947
	Iteration 9Q: 3 clusters Score -321666.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321678.093750 Penalty: 3914.470947
	Iteration 10Q: 3 clusters Score -321678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -321686.156250 Penalty: 3914.470947
	Iteration 11Q: 3 clusters Score -321686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321695.187500 Penalty: 3914.470947
	Iteration 12Q: 3 clusters Score -321695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321702.937500 Penalty: 3914.470947
	Iteration 13Q: 3 clusters Score -321702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321706.062500 Penalty: 3914.470947
	Iteration 14Q: 3 clusters Score -321706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -321709.968750 Penalty: 3914.470947
	Iteration 15Q: 3 clusters Score -321710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -321711.562500 Penalty: 3914.470947
	Iteration 16Q: 3 clusters Score -321711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -321713.000000 Penalty: 3914.470947
	Iteration 17Q: 3 clusters Score -321713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -321716.843750 Penalty: 3914.470947
	Iteration 18Q: 3 clusters Score -321716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -321719.656250 Penalty: 3914.470947
	Iteration 19Q: 3 clusters Score -321719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -321723.031250 Penalty: 3914.470947
	Iteration 20F: 3 clusters Score -321723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -321727.000000 Penalty: 3914.470947
	Iteration 21Q: 3 clusters Score -321727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -321729.187500 Penalty: 3914.470947
	Iteration 22Q: 3 clusters Score -321729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -321732.593750 Penalty: 3914.470947
	Iteration 23Q: 3 clusters Score -321732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -321733.812500 Penalty: 3914.470947
	Iteration 24Q: 3 clusters Score -321733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -321735.593750 Penalty: 3914.470947
	Iteration 25Q: 3 clusters Score -321735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321738.375000 Penalty: 3914.470947
	Iteration 26Q: 3 clusters Score -321738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321739.937500 Penalty: 3914.470947
	Iteration 27Q: 3 clusters Score -321739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321743.437500 Penalty: 3914.470947
	Iteration 28Q: 3 clusters Score -321743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321745.312500 Penalty: 3914.470947
	Iteration 29Q: 3 clusters Score -321745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -321746.031250 Penalty: 3914.470947
	Iteration 30Q: 3 clusters Score -321746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321746.750000 Penalty: 3914.470947
	Iteration 31Q: 3 clusters Score -321746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321747.625000 Penalty: 3914.470947
	Iteration 32Q: 3 clusters Score -321747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321747.656250 Penalty: 3914.470947
	Iteration 33Q: 3 clusters Score -321747.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321747.656250 Penalty: 3914.470947
	Iteration 34F: 3 clusters Score -321747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Entering Unmasked Estep 
Score: -1676089.750000 Penalty: 2360.457031
	Iteration 0F: 2 clusters Score -1676090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1666121.375000 Penalty: 4720.914062
	Iteration 0F: 3 clusters Score -1666121 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1669214.500000 Penalty: 4720.914062
	Iteration 1F: 3 clusters Score -1669214 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1669623.625000 Penalty: 4720.914062
	Iteration 2F: 3 clusters Score -1669624 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1669936.000000 Penalty: 4720.914062
	Iteration 3F: 3 clusters Score -1669936 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1670239.000000 Penalty: 4720.914062
	Iteration 4Q: 3 clusters Score -1670239 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1670540.875000 Penalty: 4720.914062
	Iteration 5Q: 3 clusters Score -1670541 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1670760.500000 Penalty: 4720.914062
	Iteration 6Q: 3 clusters Score -1670760 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1670985.000000 Penalty: 4720.914062
	Iteration 7Q: 3 clusters Score -1670985 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1671234.250000 Penalty: 4720.914062
	Iteration 8Q: 3 clusters Score -1671234 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1671457.250000 Penalty: 4720.914062
	Iteration 9Q: 3 clusters Score -1671457 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1671708.125000 Penalty: 4720.914062
	Iteration 10Q: 3 clusters Score -1671708 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1671997.125000 Penalty: 4720.914062
	Iteration 11Q: 3 clusters Score -1671997 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1672332.500000 Penalty: 4720.914062
	Iteration 12Q: 3 clusters Score -1672332 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1672668.125000 Penalty: 4720.914062
	Iteration 13Q: 3 clusters Score -1672668 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1673027.875000 Penalty: 4720.914062
	Iteration 14Q: 3 clusters Score -1673028 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1673386.500000 Penalty: 4720.914062
	Iteration 15Q: 3 clusters Score -1673386 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1673686.000000 Penalty: 4720.914062
	Iteration 16Q: 3 clusters Score -1673686 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1673875.750000 Penalty: 4720.914062
	Iteration 17Q: 3 clusters Score -1673876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1674031.875000 Penalty: 4720.914062
	Iteration 18Q: 3 clusters Score -1674032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1674121.125000 Penalty: 4720.914062
	Iteration 19Q: 3 clusters Score -1674121 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1674165.375000 Penalty: 4720.914062
	Iteration 20F: 3 clusters Score -1674165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1674189.000000 Penalty: 4720.914062
	Iteration 21Q: 3 clusters Score -1674189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1674200.625000 Penalty: 4720.914062
	Iteration 22Q: 3 clusters Score -1674201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1674209.625000 Penalty: 4720.914062
	Iteration 23Q: 3 clusters Score -1674210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1674217.500000 Penalty: 4720.914062
	Iteration 24Q: 3 clusters Score -1674218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1674219.750000 Penalty: 4720.914062
	Iteration 25Q: 3 clusters Score -1674220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1674222.625000 Penalty: 4720.914062
	Iteration 26Q: 3 clusters Score -1674223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1674219.500000 Penalty: 4720.914062
	Iteration 27Q: 3 clusters Score -1674220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1674223.000000 Penalty: 4720.914062
	Iteration 28Q: 3 clusters Score -1674223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1674223.125000 Penalty: 4720.914062
	Iteration 29Q: 3 clusters Score -1674223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1674227.125000 Penalty: 4720.914062
	Iteration 30Q: 3 clusters Score -1674227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1674229.750000 Penalty: 4720.914062
	Iteration 31Q: 3 clusters Score -1674230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1674229.875000 Penalty: 4720.914062
	Iteration 32Q: 3 clusters Score -1674230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1674232.500000 Penalty: 4720.914062
	Iteration 33Q: 3 clusters Score -1674232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1674235.000000 Penalty: 4720.914062
	Iteration 34Q: 3 clusters Score -1674235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1674236.000000 Penalty: 4720.914062
	Iteration 35Q: 3 clusters Score -1674236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1674235.250000 Penalty: 4720.914062
	Iteration 36Q: 3 clusters Score -1674235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1674239.875000 Penalty: 4720.914062
	Iteration 37Q: 3 clusters Score -1674240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1674242.125000 Penalty: 4720.914062
	Iteration 38Q: 3 clusters Score -1674242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1674239.125000 Penalty: 4720.914062
	Iteration 39Q: 3 clusters Score -1674239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1674240.000000 Penalty: 4720.914062
	Iteration 40F: 3 clusters Score -1674240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1674240.750000 Penalty: 4720.914062
	Iteration 41Q: 3 clusters Score -1674241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1674240.375000 Penalty: 4720.914062
	Iteration 42Q: 3 clusters Score -1674240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1674240.500000 Penalty: 4720.914062
	Iteration 43Q: 3 clusters Score -1674240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1674239.750000 Penalty: 4720.914062
	Iteration 44Q: 3 clusters Score -1674240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1674239.250000 Penalty: 4720.914062
	Iteration 45Q: 3 clusters Score -1674239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1674246.375000 Penalty: 4720.914062
	Iteration 46Q: 3 clusters Score -1674246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1674246.750000 Penalty: 4720.914062
	Iteration 47Q: 3 clusters Score -1674247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1674247.750000 Penalty: 4720.914062
	Iteration 48Q: 3 clusters Score -1674248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1674251.125000 Penalty: 4720.914062
	Iteration 49Q: 3 clusters Score -1674251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1674251.750000 Penalty: 4720.914062
	Iteration 50Q: 3 clusters Score -1674252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1674249.625000 Penalty: 4720.914062
	Iteration 51Q: 3 clusters Score -1674250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1674252.250000 Penalty: 4720.914062
	Iteration 52Q: 3 clusters Score -1674252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1674253.375000 Penalty: 4720.914062
	Iteration 53Q: 3 clusters Score -1674253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1674257.875000 Penalty: 4720.914062
	Iteration 54Q: 3 clusters Score -1674258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1674261.375000 Penalty: 4720.914062
	Iteration 55Q: 3 clusters Score -1674261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1674259.875000 Penalty: 4720.914062
	Iteration 56Q: 3 clusters Score -1674260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1674256.500000 Penalty: 4720.914062
	Iteration 57Q: 3 clusters Score -1674256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1674258.250000 Penalty: 4720.914062
	Iteration 58Q: 3 clusters Score -1674258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1674257.375000 Penalty: 4720.914062
	Iteration 59Q: 3 clusters Score -1674257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1674260.000000 Penalty: 4720.914062
	Iteration 60F: 3 clusters Score -1674260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1674258.500000 Penalty: 4720.914062
	Iteration 61Q: 3 clusters Score -1674258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1674258.500000 Penalty: 4720.914062
	Iteration 62F: 3 clusters Score -1674258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -676946.062500 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -676946.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -672127.187500 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -672127.2 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -673364.500000 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -673364.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -673719.375000 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -673719.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -674052.250000 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -674052.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -674447.562500 Penalty: 4270.718262
	Iteration 4F: 3 clusters Score -674447.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -674916.687500 Penalty: 4270.718262
	Iteration 5F: 3 clusters Score -674916.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -675417.875000 Penalty: 4270.718262
	Iteration 6F: 3 clusters Score -675417.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -676021.937500 Penalty: 4270.718262
	Iteration 7F: 3 clusters Score -676021.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -676489.187500 Penalty: 4270.718262
	Iteration 8F: 3 clusters Score -676489.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -676734.500000 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -676734.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -676885.562500 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -676885.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -676946.625000 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -676946.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -676981.000000 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -676981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -676994.187500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -676994.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -677006.562500 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -677006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -677014.937500 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -677014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -677024.812500 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -677024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -677032.625000 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -677032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -677038.125000 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -677038.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -677041.937500 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -677041.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -677048.625000 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -677048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -677052.375000 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -677052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -677054.687500 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -677054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -677056.000000 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -677056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -677057.187500 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -677057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -677059.062500 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -677059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -677060.000000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -677060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -677060.125000 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -677060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -677060.125000 Penalty: 4270.718262
	Iteration 28F: 3 clusters Score -677060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 2217 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Mstep: Class 70 contains 3271 members 
Entering Unmasked Estep 
Score: -134497952.000000 Penalty: 241698.718750
Splitting cluster 66 changes total score from -134499120.000000 to -134497952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34731.253906 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -34731.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33536.660156 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -33536.66 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33981.796875 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -33981.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34057.328125 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -34057.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34085.160156 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -34085.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34121.492188 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -34121.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34149.167969 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -34149.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34178.351562 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -34178.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34183.613281 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -34183.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34192.371094 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -34192.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34208.183594 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -34208.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34215.476562 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -34215.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34223.812500 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -34223.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34234.808594 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -34234.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34236.210938 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -34236.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34237.902344 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -34237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34250.128906 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -34250.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34258.246094 Penalty: 3110.410156
	Iteration 16F: 3 clusters Score -34258.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34290.875000 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -34290.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34292.863281 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -34292.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34292.863281 Penalty: 3110.410156
	Iteration 19F: 3 clusters Score -34292.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -164298.578125 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -164298.6 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 506 members 
Entering Unmasked Estep 
Score: -162373.796875 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -162373.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162695.843750 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -162695.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162828.578125 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -162828.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162936.453125 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -162936.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163047.750000 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -163047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -163151.593750 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -163151.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163227.656250 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -163227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163278.140625 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -163278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163329.703125 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -163329.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163379.812500 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -163379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163403.156250 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -163403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163436.343750 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -163436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163457.750000 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -163457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163478.546875 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -163478.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163490.546875 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -163490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163507.859375 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -163507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -163522.906250 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -163522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -163538.968750 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -163539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163546.328125 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -163546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163551.656250 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -163551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -163552.906250 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -163552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -564549.875000 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -564549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -560267.687500 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -560267.7 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -561242.437500 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -561242.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -561445.500000 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -561445.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -561572.250000 Penalty: 4179.924805
	Iteration 3Q: 3 clusters Score -561572.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -561692.562500 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -561692.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -561837.312500 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -561837.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -561996.500000 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -561996.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -562168.937500 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -562168.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -562329.875000 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -562329.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -562507.312500 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -562507.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -562709.000000 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -562709 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -562898.437500 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -562898.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -563077.312500 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -563077.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -563224.437500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -563224.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -563358.500000 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -563358.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -563494.062500 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -563494.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -563623.312500 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -563623.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -563698.125000 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -563698.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -563755.500000 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -563755.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -563790.500000 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -563790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -563804.375000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -563804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -563813.187500 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -563813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -563815.500000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -563815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -563817.875000 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -563817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -563817.875000 Penalty: 4179.924805
	Iteration 24F: 3 clusters Score -563817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73663 members 
Mstep: Class 5 contains 133074 members 
Mstep: Class 6 contains 27459 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173423 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67429 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107831 members 
Mstep: Class 28 contains 10872 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 11050 members 
Mstep: Class 38 contains 50456 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9149 members 
Mstep: Class 41 contains 5292 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14361 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12175 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17486 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 5488 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499136.000000 Penalty: 238245.875000
Iteration 159Q: 70 clusters Score -1.344991e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73652 members 
Mstep: Class 5 contains 133071 members 
Mstep: Class 6 contains 27435 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173422 members 
Mstep: Class 11 contains 39179 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 34910 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12431 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67435 members 
Mstep: Class 23 contains 14682 members 
Mstep: Class 24 contains 39922 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107854 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 11044 members 
Mstep: Class 38 contains 50448 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9146 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14355 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14445 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12181 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2215 members 
Mstep: Class 58 contains 7098 members 
Mstep: Class 59 contains 17498 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13616 members 
Mstep: Class 66 contains 5492 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499456.000000 Penalty: 238245.875000
Iteration 160F: 70 clusters Score -1.344995e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73645 members 
Mstep: Class 5 contains 133067 members 
Mstep: Class 6 contains 27426 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173402 members 
Mstep: Class 11 contains 39162 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67436 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 39896 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107882 members 
Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 3083 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 11035 members 
Mstep: Class 38 contains 50441 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9146 members 
Mstep: Class 41 contains 5295 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14348 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40684 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14441 members 
Mstep: Class 52 contains 569 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12187 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2215 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 17519 members 
Mstep: Class 60 contains 5434 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2798 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13629 members 
Mstep: Class 66 contains 5496 members 
Mstep: Class 67 contains 528 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499472.000000 Penalty: 238245.875000
Iteration 161Q: 70 clusters Score -1.344995e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73647 members 
Mstep: Class 5 contains 133060 members 
Mstep: Class 6 contains 27411 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173389 members 
Mstep: Class 11 contains 39141 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 67434 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 39871 members 
Mstep: Class 25 contains 10436 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107907 members 
Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2979 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 11033 members 
Mstep: Class 38 contains 50432 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9146 members 
Mstep: Class 41 contains 5299 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14342 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11468 members 
Mstep: Class 55 contains 12206 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2207 members 
Mstep: Class 58 contains 7094 members 
Mstep: Class 59 contains 17531 members 
Mstep: Class 60 contains 5433 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2798 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13646 members 
Mstep: Class 66 contains 5498 members 
Mstep: Class 67 contains 528 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499824.000000 Penalty: 238245.875000
Iteration 162Q: 70 clusters Score -1.344998e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 73642 members 
Mstep: Class 5 contains 133056 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173381 members 
Mstep: Class 11 contains 39134 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 34907 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 3274 members 
Mstep: Class 22 contains 67431 members 
Mstep: Class 23 contains 14679 members 
Mstep: Class 24 contains 39855 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107927 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11707 members 
Mstep: Class 33 contains 2872 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50440 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9145 members 
Mstep: Class 41 contains 5300 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14339 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2252 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1521 members 
Mstep: Class 51 contains 14431 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11467 members 
Mstep: Class 55 contains 12246 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2207 members 
Mstep: Class 58 contains 7094 members 
Mstep: Class 59 contains 17535 members 
Mstep: Class 60 contains 5433 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13658 members 
Mstep: Class 66 contains 5501 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500224.000000 Penalty: 238245.875000
Iteration 163Q: 70 clusters Score -1.345002e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4615 members 
Mstep: Class 4 contains 73633 members 
Mstep: Class 5 contains 133052 members 
Mstep: Class 6 contains 27384 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 173361 members 
Mstep: Class 11 contains 39124 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 34908 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3274 members 
Mstep: Class 22 contains 67425 members 
Mstep: Class 23 contains 14679 members 
Mstep: Class 24 contains 39842 members 
Mstep: Class 25 contains 10405 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107955 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11011 members 
Mstep: Class 38 contains 50439 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9145 members 
Mstep: Class 41 contains 5305 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14334 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3650 members 
Mstep: Class 48 contains 2251 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1520 members 
Mstep: Class 51 contains 14423 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11467 members 
Mstep: Class 55 contains 12282 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2213 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17541 members 
Mstep: Class 60 contains 5432 members 
Mstep: Class 61 contains 2677 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13670 members 
Mstep: Class 66 contains 5504 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500192.000000 Penalty: 238245.875000
Iteration 164Q: 70 clusters Score -1.345002e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 73623 members 
Mstep: Class 5 contains 133052 members 
Mstep: Class 6 contains 27376 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 173347 members 
Mstep: Class 11 contains 39112 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 67415 members 
Mstep: Class 23 contains 14678 members 
Mstep: Class 24 contains 39833 members 
Mstep: Class 25 contains 10390 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107974 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11702 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11000 members 
Mstep: Class 38 contains 50444 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9142 members 
Mstep: Class 41 contains 5309 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14332 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2251 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1519 members 
Mstep: Class 51 contains 14412 members 
Mstep: Class 52 contains 572 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11466 members 
Mstep: Class 55 contains 12308 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2214 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17550 members 
Mstep: Class 60 contains 5432 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13678 members 
Mstep: Class 66 contains 5509 members 
Mstep: Class 67 contains 531 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500592.000000 Penalty: 238245.875000
Iteration 165Q: 70 clusters Score -1.345006e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 73616 members 
Mstep: Class 5 contains 133049 members 
Mstep: Class 6 contains 27373 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 173337 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67412 members 
Mstep: Class 23 contains 14675 members 
Mstep: Class 24 contains 39823 members 
Mstep: Class 25 contains 10371 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 107991 members 
Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11697 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 10988 members 
Mstep: Class 38 contains 50445 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9140 members 
Mstep: Class 41 contains 5320 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14325 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2119 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2250 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1518 members 
Mstep: Class 51 contains 14406 members 
Mstep: Class 52 contains 575 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11465 members 
Mstep: Class 55 contains 12331 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2216 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17555 members 
Mstep: Class 60 contains 5431 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13685 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 531 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500784.000000 Penalty: 238245.875000
Iteration 166Q: 70 clusters Score -1.345008e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 73607 members 
Mstep: Class 5 contains 133041 members 
Mstep: Class 6 contains 27375 members 
Mstep: Class 7 contains 6087 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 173327 members 
Mstep: Class 11 contains 39100 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 7338 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67409 members 
Mstep: Class 23 contains 14674 members 
Mstep: Class 24 contains 39813 members 
Mstep: Class 25 contains 10343 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 108005 members 
Mstep: Class 28 contains 10875 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11697 members 
Mstep: Class 33 contains 2661 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 10975 members 
Mstep: Class 38 contains 50443 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9138 members 
Mstep: Class 41 contains 5338 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14319 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2120 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2249 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1517 members 
Mstep: Class 51 contains 14402 members 
Mstep: Class 52 contains 576 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11464 members 
Mstep: Class 55 contains 12347 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2218 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17560 members 
Mstep: Class 60 contains 5430 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13692 members 
Mstep: Class 66 contains 5515 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 167Q: 70 clusters Score -1.345012e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 73605 members 
Mstep: Class 5 contains 133040 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 173319 members 
Mstep: Class 11 contains 39090 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 34907 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 3268 members 
Mstep: Class 22 contains 67405 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 39804 members 
Mstep: Class 25 contains 10335 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108017 members 
Mstep: Class 28 contains 10876 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11694 members 
Mstep: Class 33 contains 2628 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 10970 members 
Mstep: Class 38 contains 50438 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9134 members 
Mstep: Class 41 contains 5348 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14314 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2247 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1517 members 
Mstep: Class 51 contains 14399 members 
Mstep: Class 52 contains 577 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11464 members 
Mstep: Class 55 contains 12360 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2220 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17563 members 
Mstep: Class 60 contains 5429 members 
Mstep: Class 61 contains 2676 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13697 members 
Mstep: Class 66 contains 5518 members 
Mstep: Class 67 contains 531 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501104.000000 Penalty: 238245.875000
Iteration 168Q: 70 clusters Score -1.345011e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73599 members 
Mstep: Class 5 contains 133036 members 
Mstep: Class 6 contains 27364 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 173306 members 
Mstep: Class 11 contains 39081 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 3267 members 
Mstep: Class 22 contains 67403 members 
Mstep: Class 23 contains 14667 members 
Mstep: Class 24 contains 39798 members 
Mstep: Class 25 contains 10332 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108038 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11690 members 
Mstep: Class 33 contains 2609 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 10984 members 
Mstep: Class 38 contains 50429 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9130 members 
Mstep: Class 41 contains 5361 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14310 members 
Mstep: Class 44 contains 7718 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2245 members 
Mstep: Class 49 contains 40690 members 
Mstep: Class 50 contains 1517 members 
Mstep: Class 51 contains 14395 members 
Mstep: Class 52 contains 577 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11463 members 
Mstep: Class 55 contains 12366 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2224 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17564 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2678 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13701 members 
Mstep: Class 66 contains 5519 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501344.000000 Penalty: 238245.875000
Iteration 169Q: 70 clusters Score -1.345013e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 73594 members 
Mstep: Class 5 contains 133030 members 
Mstep: Class 6 contains 27355 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 173291 members 
Mstep: Class 11 contains 39075 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67399 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39797 members 
Mstep: Class 25 contains 10345 members 
Mstep: Class 26 contains 1161 members 
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Mstep: Class 28 contains 10876 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11689 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 10994 members 
Mstep: Class 38 contains 50428 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 5368 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14303 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40689 members 
Mstep: Class 50 contains 1516 members 
Mstep: Class 51 contains 14394 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11461 members 
Mstep: Class 55 contains 12374 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2224 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17566 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2675 members 
Mstep: Class 65 contains 13702 members 
Mstep: Class 66 contains 5521 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501200.000000 Penalty: 238245.875000
Iteration 170Q: 70 clusters Score -1.345012e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73588 members 
Mstep: Class 5 contains 133024 members 
Mstep: Class 6 contains 27352 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4426 members 
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Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67394 members 
Mstep: Class 23 contains 14659 members 
Mstep: Class 24 contains 39789 members 
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Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11687 members 
Mstep: Class 33 contains 2576 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 11002 members 
Mstep: Class 38 contains 50420 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9116 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14297 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
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Mstep: Class 51 contains 14394 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11459 members 
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Mstep: Class 56 contains 1536 members 
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Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13706 members 
Mstep: Class 66 contains 5521 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501280.000000 Penalty: 238245.875000
Iteration 171Q: 70 clusters Score -1.345013e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73591 members 
Mstep: Class 5 contains 133017 members 
Mstep: Class 6 contains 27345 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 173274 members 
Mstep: Class 11 contains 39057 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 2704 members 
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Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12393 members 
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Mstep: Class 21 contains 3269 members 
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Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11685 members 
Mstep: Class 33 contains 2561 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 11006 members 
Mstep: Class 38 contains 50408 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9113 members 
Mstep: Class 41 contains 5382 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14298 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2121 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40683 members 
Mstep: Class 50 contains 1516 members 
Mstep: Class 51 contains 14397 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11457 members 
Mstep: Class 55 contains 12382 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2222 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2676 members 
Mstep: Class 65 contains 13714 members 
Mstep: Class 66 contains 5522 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501440.000000 Penalty: 238245.875000
Iteration 172Q: 70 clusters Score -1.345014e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73588 members 
Mstep: Class 5 contains 133013 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173269 members 
Mstep: Class 11 contains 39042 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67385 members 
Mstep: Class 23 contains 14659 members 
Mstep: Class 24 contains 39770 members 
Mstep: Class 25 contains 10382 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108096 members 
Mstep: Class 28 contains 10870 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11683 members 
Mstep: Class 33 contains 2556 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11009 members 
Mstep: Class 38 contains 50413 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9111 members 
Mstep: Class 41 contains 5381 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14295 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1516 members 
Mstep: Class 51 contains 14398 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12384 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2222 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17567 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13727 members 
Mstep: Class 66 contains 5523 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501280.000000 Penalty: 238245.875000
Iteration 173Q: 70 clusters Score -1.345013e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73586 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 27336 members 
Mstep: Class 7 contains 6083 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173258 members 
Mstep: Class 11 contains 39035 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 34905 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67382 members 
Mstep: Class 23 contains 14658 members 
Mstep: Class 24 contains 39763 members 
Mstep: Class 25 contains 10391 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108115 members 
Mstep: Class 28 contains 10866 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11683 members 
Mstep: Class 33 contains 2546 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 11010 members 
Mstep: Class 38 contains 50403 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9109 members 
Mstep: Class 41 contains 5383 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14289 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1515 members 
Mstep: Class 51 contains 14401 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12387 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2222 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13735 members 
Mstep: Class 66 contains 5524 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 174Q: 70 clusters Score -1.345011e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73583 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 27325 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173250 members 
Mstep: Class 11 contains 39024 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67381 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 39757 members 
Mstep: Class 25 contains 10403 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108134 members 
Mstep: Class 28 contains 10864 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11683 members 
Mstep: Class 33 contains 2535 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 11010 members 
Mstep: Class 38 contains 50394 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9105 members 
Mstep: Class 41 contains 5387 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14282 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40683 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14404 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12390 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2223 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13743 members 
Mstep: Class 66 contains 5524 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 175Q: 70 clusters Score -1.345012e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73579 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27315 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173249 members 
Mstep: Class 11 contains 39016 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67378 members 
Mstep: Class 23 contains 14655 members 
Mstep: Class 24 contains 39750 members 
Mstep: Class 25 contains 10408 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108147 members 
Mstep: Class 28 contains 10860 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11680 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 11011 members 
Mstep: Class 38 contains 50396 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9103 members 
Mstep: Class 41 contains 5389 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14276 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40685 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14407 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12393 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2224 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13755 members 
Mstep: Class 66 contains 5525 members 
Mstep: Class 67 contains 530 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 176Q: 70 clusters Score -1.345012e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73575 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 27304 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173247 members 
Mstep: Class 11 contains 39013 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67377 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39746 members 
Mstep: Class 25 contains 10409 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108159 members 
Mstep: Class 28 contains 10857 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11677 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 11013 members 
Mstep: Class 38 contains 50394 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9099 members 
Mstep: Class 41 contains 5389 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14272 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40684 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14408 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12393 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2224 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17568 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13770 members 
Mstep: Class 66 contains 5528 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 177Q: 70 clusters Score -1.345011e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73574 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 27298 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173240 members 
Mstep: Class 11 contains 39008 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 34905 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67378 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39741 members 
Mstep: Class 25 contains 10414 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108168 members 
Mstep: Class 28 contains 10855 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11675 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11015 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9093 members 
Mstep: Class 41 contains 5393 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14271 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40684 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14411 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12395 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2224 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17567 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13774 members 
Mstep: Class 66 contains 5532 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 178Q: 70 clusters Score -1.345012e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73575 members 
Mstep: Class 5 contains 132996 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173235 members 
Mstep: Class 11 contains 39000 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67375 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 39736 members 
Mstep: Class 25 contains 10417 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108181 members 
Mstep: Class 28 contains 10852 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11673 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11023 members 
Mstep: Class 38 contains 50397 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9087 members 
Mstep: Class 41 contains 5396 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14270 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14415 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12395 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2225 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17570 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13779 members 
Mstep: Class 66 contains 5534 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501200.000000 Penalty: 238245.875000
Iteration 179Q: 70 clusters Score -1.345012e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73573 members 
Mstep: Class 5 contains 132996 members 
Mstep: Class 6 contains 27274 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173232 members 
Mstep: Class 11 contains 38995 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12374 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67374 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39732 members 
Mstep: Class 25 contains 10419 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108193 members 
Mstep: Class 28 contains 10849 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11669 members 
Mstep: Class 33 contains 2511 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11023 members 
Mstep: Class 38 contains 50396 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9078 members 
Mstep: Class 41 contains 5398 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14270 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14424 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12396 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17573 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13783 members 
Mstep: Class 66 contains 5534 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 180F: 70 clusters Score -1.345011e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73569 members 
Mstep: Class 5 contains 132995 members 
Mstep: Class 6 contains 27268 members 
Mstep: Class 7 contains 6083 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173223 members 
Mstep: Class 11 contains 38990 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67373 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39725 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108199 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11667 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9071 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14270 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40679 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12398 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2227 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17580 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13786 members 
Mstep: Class 66 contains 5534 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 181Q: 70 clusters Score -1.345011e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73563 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 27254 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173220 members 
Mstep: Class 11 contains 38987 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67372 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39717 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108203 members 
Mstep: Class 28 contains 10841 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11666 members 
Mstep: Class 33 contains 2504 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50389 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9065 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14269 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40679 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14441 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12399 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2227 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17582 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 5534 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 182Q: 70 clusters Score -1.345013e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73561 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27242 members 
Mstep: Class 7 contains 6079 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173221 members 
Mstep: Class 11 contains 38980 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67372 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39698 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108207 members 
Mstep: Class 28 contains 10835 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13697 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11664 members 
Mstep: Class 33 contains 2501 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50388 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9063 members 
Mstep: Class 41 contains 5399 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14268 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12400 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2227 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17582 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13802 members 
Mstep: Class 66 contains 5535 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501312.000000 Penalty: 238245.875000
Iteration 183Q: 70 clusters Score -1.345013e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73556 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27228 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173217 members 
Mstep: Class 11 contains 38972 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12374 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67375 members 
Mstep: Class 23 contains 14655 members 
Mstep: Class 24 contains 39684 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108215 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13697 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11663 members 
Mstep: Class 33 contains 2498 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50389 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9062 members 
Mstep: Class 41 contains 5399 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14265 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12404 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2227 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17588 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13806 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501296.000000 Penalty: 238245.875000
Iteration 184Q: 70 clusters Score -1.345013e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73556 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27222 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173217 members 
Mstep: Class 11 contains 38966 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67373 members 
Mstep: Class 23 contains 14656 members 
Mstep: Class 24 contains 39662 members 
Mstep: Class 25 contains 10436 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108224 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13697 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11661 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50391 members 
Mstep: Class 39 contains 5314 members 
Mstep: Class 40 contains 9061 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14261 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14446 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 12406 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 17594 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13813 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501296.000000 Penalty: 238245.875000
Iteration 185Q: 70 clusters Score -1.345013e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73553 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27221 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173215 members 
Mstep: Class 11 contains 38962 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67371 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 39646 members 
Mstep: Class 25 contains 10436 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108229 members 
Mstep: Class 28 contains 10839 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11653 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50399 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9059 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14261 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14447 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12406 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17602 members 
Mstep: Class 60 contains 5426 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13822 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 186Q: 70 clusters Score -1.345012e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73550 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27213 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173211 members 
Mstep: Class 11 contains 38962 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67370 members 
Mstep: Class 23 contains 14658 members 
Mstep: Class 24 contains 39633 members 
Mstep: Class 25 contains 10436 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108242 members 
Mstep: Class 28 contains 10837 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11648 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50402 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9057 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14260 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12406 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17610 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13829 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 187Q: 70 clusters Score -1.345012e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73543 members 
Mstep: Class 5 contains 132996 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173209 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67371 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39623 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108253 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11646 members 
Mstep: Class 33 contains 2498 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50400 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1514 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12406 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17620 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13835 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 188Q: 70 clusters Score -1.345012e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73544 members 
Mstep: Class 5 contains 132994 members 
Mstep: Class 6 contains 27201 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173209 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39617 members 
Mstep: Class 25 contains 10439 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108260 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11644 members 
Mstep: Class 33 contains 2499 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50398 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40675 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12406 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17623 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13839 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501200.000000 Penalty: 238245.875000
Iteration 189Q: 70 clusters Score -1.345012e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73542 members 
Mstep: Class 5 contains 132997 members 
Mstep: Class 6 contains 27196 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173209 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67371 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39608 members 
Mstep: Class 25 contains 10441 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108263 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13694 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50395 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40675 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12407 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 17625 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501280.000000 Penalty: 238245.875000
Iteration 190Q: 70 clusters Score -1.345013e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73543 members 
Mstep: Class 5 contains 132996 members 
Mstep: Class 6 contains 27185 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 38962 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 10441 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108271 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7092 members 
Mstep: Class 59 contains 17626 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 191Q: 70 clusters Score -1.345012e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73541 members 
Mstep: Class 5 contains 132997 members 
Mstep: Class 6 contains 27177 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 38964 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67370 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39590 members 
Mstep: Class 25 contains 10441 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108274 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9057 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 17633 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 192Q: 70 clusters Score -1.345012e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73537 members 
Mstep: Class 5 contains 132997 members 
Mstep: Class 6 contains 27173 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 38961 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67370 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39581 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108275 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9057 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14257 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2225 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17641 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 193Q: 70 clusters Score -1.345011e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73532 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 27174 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39578 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108275 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50390 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9057 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14450 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17646 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 194Q: 70 clusters Score -1.345012e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73528 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 27172 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 38957 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39576 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108275 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50390 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14451 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17648 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 195Q: 70 clusters Score -1.345011e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73525 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27170 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173209 members 
Mstep: Class 11 contains 38957 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39571 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108276 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50386 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14451 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17651 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501088.000000 Penalty: 238245.875000
Iteration 196Q: 70 clusters Score -1.345011e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73526 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27165 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173207 members 
Mstep: Class 11 contains 38955 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39567 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108276 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50385 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17654 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 197Q: 70 clusters Score -1.345012e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27163 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38953 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11642 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50382 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17656 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13842 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501088.000000 Penalty: 238245.875000
Iteration 198Q: 70 clusters Score -1.345011e+08 nChanged 21
Entering ConstructFrom: 
Score: -134501088.000000 Penalty: 238245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -654268.375000 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -654268.4 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 2658 members 
Entering Unmasked Estep 
Score: -649510.125000 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -649510.1 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -650785.875000 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -650785.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -651046.500000 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -651046.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -651237.062500 Penalty: 4258.086914
	Iteration 3F: 3 clusters Score -651237.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -651399.312500 Penalty: 4258.086914
	Iteration 4Q: 3 clusters Score -651399.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -651534.250000 Penalty: 4258.086914
	Iteration 5Q: 3 clusters Score -651534.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -651640.437500 Penalty: 4258.086914
	Iteration 6Q: 3 clusters Score -651640.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -651758.375000 Penalty: 4258.086914
	Iteration 7Q: 3 clusters Score -651758.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -651866.375000 Penalty: 4258.086914
	Iteration 8Q: 3 clusters Score -651866.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -651961.625000 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -651961.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -652047.125000 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -652047.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -652120.312500 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -652120.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -652196.812500 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -652196.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -652265.875000 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -652265.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -652335.125000 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -652335.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -652399.812500 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -652399.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -652457.250000 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -652457.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -652497.625000 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -652497.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -652528.812500 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -652528.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -652559.625000 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -652559.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -652595.250000 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -652595.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -652616.937500 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -652616.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -652625.250000 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -652625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -652629.375000 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -652629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -652633.312500 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -652633.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -652638.187500 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -652638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -652641.687500 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -652641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -652643.562500 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -652643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -652644.875000 Penalty: 4258.086914
	Iteration 28Q: 3 clusters Score -652644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -652646.125000 Penalty: 4258.086914
	Iteration 29Q: 3 clusters Score -652646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -652645.625000 Penalty: 4258.086914
	Iteration 30Q: 3 clusters Score -652645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -652646.375000 Penalty: 4258.086914
	Iteration 31Q: 3 clusters Score -652646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -652646.750000 Penalty: 4258.086914
	Iteration 32Q: 3 clusters Score -652646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -652649.187500 Penalty: 4258.086914
	Iteration 33Q: 3 clusters Score -652649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -652652.750000 Penalty: 4258.086914
	Iteration 34Q: 3 clusters Score -652652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -652656.812500 Penalty: 4258.086914
	Iteration 35Q: 3 clusters Score -652656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -652661.562500 Penalty: 4258.086914
	Iteration 36Q: 3 clusters Score -652661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -652665.562500 Penalty: 4258.086914
	Iteration 37Q: 3 clusters Score -652665.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -652672.250000 Penalty: 4258.086914
	Iteration 38Q: 3 clusters Score -652672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -652679.687500 Penalty: 4258.086914
	Iteration 39Q: 3 clusters Score -652679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -652686.500000 Penalty: 4258.086914
	Iteration 40F: 3 clusters Score -652686.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -652694.687500 Penalty: 4258.086914
	Iteration 41Q: 3 clusters Score -652694.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -652703.937500 Penalty: 4258.086914
	Iteration 42Q: 3 clusters Score -652703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -652710.625000 Penalty: 4258.086914
	Iteration 43Q: 3 clusters Score -652710.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -652717.000000 Penalty: 4258.086914
	Iteration 44Q: 3 clusters Score -652717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -652726.750000 Penalty: 4258.086914
	Iteration 45Q: 3 clusters Score -652726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -652733.375000 Penalty: 4258.086914
	Iteration 46Q: 3 clusters Score -652733.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -652742.500000 Penalty: 4258.086914
	Iteration 47Q: 3 clusters Score -652742.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -652757.375000 Penalty: 4258.086914
	Iteration 48Q: 3 clusters Score -652757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -652770.937500 Penalty: 4258.086914
	Iteration 49Q: 3 clusters Score -652770.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -652794.375000 Penalty: 4258.086914
	Iteration 50Q: 3 clusters Score -652794.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -652810.750000 Penalty: 4258.086914
	Iteration 51Q: 3 clusters Score -652810.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -652820.000000 Penalty: 4258.086914
	Iteration 52Q: 3 clusters Score -652820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -652827.187500 Penalty: 4258.086914
	Iteration 53Q: 3 clusters Score -652827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -652832.875000 Penalty: 4258.086914
	Iteration 54Q: 3 clusters Score -652832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -652836.625000 Penalty: 4258.086914
	Iteration 55Q: 3 clusters Score -652836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -652840.375000 Penalty: 4258.086914
	Iteration 56Q: 3 clusters Score -652840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -652847.187500 Penalty: 4258.086914
	Iteration 57Q: 3 clusters Score -652847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -652855.875000 Penalty: 4258.086914
	Iteration 58Q: 3 clusters Score -652855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -652865.187500 Penalty: 4258.086914
	Iteration 59Q: 3 clusters Score -652865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -652876.062500 Penalty: 4258.086914
	Iteration 60F: 3 clusters Score -652876.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -652883.250000 Penalty: 4258.086914
	Iteration 61Q: 3 clusters Score -652883.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -652890.125000 Penalty: 4258.086914
	Iteration 62Q: 3 clusters Score -652890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -652893.562500 Penalty: 4258.086914
	Iteration 63Q: 3 clusters Score -652893.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -652901.750000 Penalty: 4258.086914
	Iteration 64Q: 3 clusters Score -652901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -652910.062500 Penalty: 4258.086914
	Iteration 65Q: 3 clusters Score -652910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -652917.500000 Penalty: 4258.086914
	Iteration 66Q: 3 clusters Score -652917.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -652928.437500 Penalty: 4258.086914
	Iteration 67Q: 3 clusters Score -652928.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -652937.812500 Penalty: 4258.086914
	Iteration 68Q: 3 clusters Score -652937.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -652947.250000 Penalty: 4258.086914
	Iteration 69Q: 3 clusters Score -652947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -652952.812500 Penalty: 4258.086914
	Iteration 70Q: 3 clusters Score -652952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -652957.812500 Penalty: 4258.086914
	Iteration 71Q: 3 clusters Score -652957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -652962.125000 Penalty: 4258.086914
	Iteration 72Q: 3 clusters Score -652962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -652964.687500 Penalty: 4258.086914
	Iteration 73Q: 3 clusters Score -652964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -652968.312500 Penalty: 4258.086914
	Iteration 74Q: 3 clusters Score -652968.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -652971.812500 Penalty: 4258.086914
	Iteration 75Q: 3 clusters Score -652971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -652977.250000 Penalty: 4258.086914
	Iteration 76Q: 3 clusters Score -652977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -652980.500000 Penalty: 4258.086914
	Iteration 77Q: 3 clusters Score -652980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -652983.250000 Penalty: 4258.086914
	Iteration 78Q: 3 clusters Score -652983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -652985.500000 Penalty: 4258.086914
	Iteration 79Q: 3 clusters Score -652985.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -652989.812500 Penalty: 4258.086914
	Iteration 80F: 3 clusters Score -652989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -652993.062500 Penalty: 4258.086914
	Iteration 81Q: 3 clusters Score -652993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -652999.687500 Penalty: 4258.086914
	Iteration 82Q: 3 clusters Score -652999.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -653006.250000 Penalty: 4258.086914
	Iteration 83Q: 3 clusters Score -653006.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -653012.750000 Penalty: 4258.086914
	Iteration 84Q: 3 clusters Score -653012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -653016.187500 Penalty: 4258.086914
	Iteration 85Q: 3 clusters Score -653016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -653021.687500 Penalty: 4258.086914
	Iteration 86Q: 3 clusters Score -653021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -653025.687500 Penalty: 4258.086914
	Iteration 87Q: 3 clusters Score -653025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -653028.187500 Penalty: 4258.086914
	Iteration 88Q: 3 clusters Score -653028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -653028.937500 Penalty: 4258.086914
	Iteration 89Q: 3 clusters Score -653028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -653030.312500 Penalty: 4258.086914
	Iteration 90Q: 3 clusters Score -653030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -653032.562500 Penalty: 4258.086914
	Iteration 91Q: 3 clusters Score -653032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -653033.625000 Penalty: 4258.086914
	Iteration 92Q: 3 clusters Score -653033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -653034.500000 Penalty: 4258.086914
	Iteration 93Q: 3 clusters Score -653034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -653035.937500 Penalty: 4258.086914
	Iteration 94Q: 3 clusters Score -653035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -653034.937500 Penalty: 4258.086914
	Iteration 95Q: 3 clusters Score -653034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -653038.250000 Penalty: 4258.086914
	Iteration 96Q: 3 clusters Score -653038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -653038.562500 Penalty: 4258.086914
	Iteration 97Q: 3 clusters Score -653038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -653039.000000 Penalty: 4258.086914
	Iteration 98Q: 3 clusters Score -653039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -653040.062500 Penalty: 4258.086914
	Iteration 99Q: 3 clusters Score -653040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -653041.437500 Penalty: 4258.086914
	Iteration 100F: 3 clusters Score -653041.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Entering Unmasked Estep 
Score: -594660.187500 Penalty: 2134.408447
	Iteration 0F: 2 clusters Score -594660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -589923.500000 Penalty: 4268.816895
	Iteration 0F: 3 clusters Score -589923.5 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -591304.187500 Penalty: 4268.816895
	Iteration 1F: 3 clusters Score -591304.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -591699.750000 Penalty: 4268.816895
	Iteration 2F: 3 clusters Score -591699.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -592002.062500 Penalty: 4268.816895
	Iteration 3F: 3 clusters Score -592002.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -592243.687500 Penalty: 4268.816895
	Iteration 4F: 3 clusters Score -592243.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -592447.437500 Penalty: 4268.816895
	Iteration 5Q: 3 clusters Score -592447.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -592610.437500 Penalty: 4268.816895
	Iteration 6Q: 3 clusters Score -592610.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -592727.375000 Penalty: 4268.816895
	Iteration 7Q: 3 clusters Score -592727.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -592814.625000 Penalty: 4268.816895
	Iteration 8Q: 3 clusters Score -592814.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -592883.750000 Penalty: 4268.816895
	Iteration 9Q: 3 clusters Score -592883.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -592936.375000 Penalty: 4268.816895
	Iteration 10Q: 3 clusters Score -592936.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -592985.437500 Penalty: 4268.816895
	Iteration 11Q: 3 clusters Score -592985.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -593015.812500 Penalty: 4268.816895
	Iteration 12Q: 3 clusters Score -593015.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -593043.187500 Penalty: 4268.816895
	Iteration 13Q: 3 clusters Score -593043.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -593063.437500 Penalty: 4268.816895
	Iteration 14Q: 3 clusters Score -593063.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -593083.375000 Penalty: 4268.816895
	Iteration 15Q: 3 clusters Score -593083.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -593099.562500 Penalty: 4268.816895
	Iteration 16Q: 3 clusters Score -593099.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -593113.062500 Penalty: 4268.816895
	Iteration 17Q: 3 clusters Score -593113.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -593127.562500 Penalty: 4268.816895
	Iteration 18Q: 3 clusters Score -593127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -593135.625000 Penalty: 4268.816895
	Iteration 19Q: 3 clusters Score -593135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -593141.937500 Penalty: 4268.816895
	Iteration 20F: 3 clusters Score -593141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -593146.125000 Penalty: 4268.816895
	Iteration 21Q: 3 clusters Score -593146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -593153.625000 Penalty: 4268.816895
	Iteration 22Q: 3 clusters Score -593153.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -593162.562500 Penalty: 4268.816895
	Iteration 23Q: 3 clusters Score -593162.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -593169.937500 Penalty: 4268.816895
	Iteration 24Q: 3 clusters Score -593169.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -593175.187500 Penalty: 4268.816895
	Iteration 25Q: 3 clusters Score -593175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -593177.937500 Penalty: 4268.816895
	Iteration 26Q: 3 clusters Score -593177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -593182.187500 Penalty: 4268.816895
	Iteration 27Q: 3 clusters Score -593182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -593186.687500 Penalty: 4268.816895
	Iteration 28Q: 3 clusters Score -593186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -593193.687500 Penalty: 4268.816895
	Iteration 29Q: 3 clusters Score -593193.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -593197.625000 Penalty: 4268.816895
	Iteration 30Q: 3 clusters Score -593197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -593202.375000 Penalty: 4268.816895
	Iteration 31Q: 3 clusters Score -593202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -593205.937500 Penalty: 4268.816895
	Iteration 32Q: 3 clusters Score -593205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -593209.250000 Penalty: 4268.816895
	Iteration 33Q: 3 clusters Score -593209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -593211.062500 Penalty: 4268.816895
	Iteration 34Q: 3 clusters Score -593211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -593213.625000 Penalty: 4268.816895
	Iteration 35Q: 3 clusters Score -593213.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -593217.500000 Penalty: 4268.816895
	Iteration 36Q: 3 clusters Score -593217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -593218.687500 Penalty: 4268.816895
	Iteration 37Q: 3 clusters Score -593218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -593220.312500 Penalty: 4268.816895
	Iteration 38Q: 3 clusters Score -593220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -593220.062500 Penalty: 4268.816895
	Iteration 39Q: 3 clusters Score -593220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -593220.750000 Penalty: 4268.816895
	Iteration 40F: 3 clusters Score -593220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -593220.812500 Penalty: 4268.816895
	Iteration 41Q: 3 clusters Score -593220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -593221.125000 Penalty: 4268.816895
	Iteration 42Q: 3 clusters Score -593221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -593222.000000 Penalty: 4268.816895
	Iteration 43Q: 3 clusters Score -593222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -593221.500000 Penalty: 4268.816895
	Iteration 44Q: 3 clusters Score -593221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -593221.437500 Penalty: 4268.816895
	Iteration 45Q: 3 clusters Score -593221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -593221.375000 Penalty: 4268.816895
	Iteration 46Q: 3 clusters Score -593221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -593221.250000 Penalty: 4268.816895
	Iteration 47Q: 3 clusters Score -593221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -593221.250000 Penalty: 4268.816895
	Iteration 48F: 3 clusters Score -593221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -554494.375000 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -554494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -550227.312500 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -550227.3 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -551315.187500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -551315.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -551634.125000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -551634.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -551861.750000 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -551861.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -552068.875000 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -552068.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -552255.937500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -552255.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -552448.187500 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -552448.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -552591.312500 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -552591.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -552722.750000 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -552722.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -552835.562500 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -552835.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -552951.125000 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -552951.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -553045.500000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -553045.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -553108.062500 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -553108.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -553146.500000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -553146.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -553173.500000 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -553173.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -553194.000000 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -553194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -553210.187500 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -553210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -553224.312500 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -553224.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -553234.125000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -553234.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -553245.812500 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -553245.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -553255.625000 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -553255.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -553272.250000 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -553272.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -553293.062500 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -553293.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -553320.187500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -553320.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -553344.562500 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -553344.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -553367.500000 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -553367.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -553387.875000 Penalty: 4182.846680
	Iteration 26Q: 3 clusters Score -553387.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -553402.625000 Penalty: 4182.846680
	Iteration 27Q: 3 clusters Score -553402.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -553413.312500 Penalty: 4182.846680
	Iteration 28Q: 3 clusters Score -553413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -553426.937500 Penalty: 4182.846680
	Iteration 29Q: 3 clusters Score -553426.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -553439.625000 Penalty: 4182.846680
	Iteration 30Q: 3 clusters Score -553439.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -553457.687500 Penalty: 4182.846680
	Iteration 31Q: 3 clusters Score -553457.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -553474.250000 Penalty: 4182.846680
	Iteration 32Q: 3 clusters Score -553474.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -553495.687500 Penalty: 4182.846680
	Iteration 33Q: 3 clusters Score -553495.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -553519.625000 Penalty: 4182.846680
	Iteration 34Q: 3 clusters Score -553519.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -553544.500000 Penalty: 4182.846680
	Iteration 35Q: 3 clusters Score -553544.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -553566.625000 Penalty: 4182.846680
	Iteration 36Q: 3 clusters Score -553566.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -553587.125000 Penalty: 4182.846680
	Iteration 37Q: 3 clusters Score -553587.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -553605.000000 Penalty: 4182.846680
	Iteration 38Q: 3 clusters Score -553605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -553621.000000 Penalty: 4182.846680
	Iteration 39Q: 3 clusters Score -553621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -553643.937500 Penalty: 4182.846680
	Iteration 40F: 3 clusters Score -553643.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -553671.625000 Penalty: 4182.846680
	Iteration 41Q: 3 clusters Score -553671.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -553685.250000 Penalty: 4182.846680
	Iteration 42Q: 3 clusters Score -553685.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -553694.500000 Penalty: 4182.846680
	Iteration 43Q: 3 clusters Score -553694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -553698.125000 Penalty: 4182.846680
	Iteration 44Q: 3 clusters Score -553698.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -553702.750000 Penalty: 4182.846680
	Iteration 45Q: 3 clusters Score -553702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -553705.000000 Penalty: 4182.846680
	Iteration 46Q: 3 clusters Score -553705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -553705.625000 Penalty: 4182.846680
	Iteration 47Q: 3 clusters Score -553705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -553707.250000 Penalty: 4182.846680
	Iteration 48Q: 3 clusters Score -553707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -553709.562500 Penalty: 4182.846680
	Iteration 49Q: 3 clusters Score -553709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -553711.312500 Penalty: 4182.846680
	Iteration 50Q: 3 clusters Score -553711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -553711.437500 Penalty: 4182.846680
	Iteration 51Q: 3 clusters Score -553711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -553713.812500 Penalty: 4182.846680
	Iteration 52Q: 3 clusters Score -553713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -553714.375000 Penalty: 4182.846680
	Iteration 53Q: 3 clusters Score -553714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -553718.437500 Penalty: 4182.846680
	Iteration 54Q: 3 clusters Score -553718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -553722.062500 Penalty: 4182.846680
	Iteration 55Q: 3 clusters Score -553722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -553724.500000 Penalty: 4182.846680
	Iteration 56Q: 3 clusters Score -553724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -553728.062500 Penalty: 4182.846680
	Iteration 57Q: 3 clusters Score -553728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -553729.062500 Penalty: 4182.846680
	Iteration 58Q: 3 clusters Score -553729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -553731.375000 Penalty: 4182.846680
	Iteration 59Q: 3 clusters Score -553731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -553733.875000 Penalty: 4182.846680
	Iteration 60F: 3 clusters Score -553733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -553734.875000 Penalty: 4182.846680
	Iteration 61Q: 3 clusters Score -553734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -553735.750000 Penalty: 4182.846680
	Iteration 62Q: 3 clusters Score -553735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -553736.312500 Penalty: 4182.846680
	Iteration 63Q: 3 clusters Score -553736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -553737.812500 Penalty: 4182.846680
	Iteration 64Q: 3 clusters Score -553737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -553739.250000 Penalty: 4182.846680
	Iteration 65Q: 3 clusters Score -553739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -553740.250000 Penalty: 4182.846680
	Iteration 66Q: 3 clusters Score -553740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -553740.812500 Penalty: 4182.846680
	Iteration 67Q: 3 clusters Score -553740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -553740.812500 Penalty: 4182.846680
	Iteration 68Q: 3 clusters Score -553740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -553742.437500 Penalty: 4182.846680
	Iteration 69Q: 3 clusters Score -553742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -553742.937500 Penalty: 4182.846680
	Iteration 70Q: 3 clusters Score -553742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -553743.187500 Penalty: 4182.846680
	Iteration 71Q: 3 clusters Score -553743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -553743.187500 Penalty: 4182.846680
	Iteration 72F: 3 clusters Score -553743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Entering Unmasked Estep 
Score: -9084108.000000 Penalty: 2778.924316
	Iteration 0F: 2 clusters Score -9084108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -9034846.000000 Penalty: 5557.848633
	Iteration 0F: 3 clusters Score -9034846 nChanged 34433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9054380.000000 Penalty: 5557.848633
	Iteration 1F: 3 clusters Score -9054380 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -9055115.000000 Penalty: 5557.848633
	Iteration 2Q: 3 clusters Score -9055115 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -9056024.000000 Penalty: 5557.848633
	Iteration 3Q: 3 clusters Score -9056024 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -9057010.000000 Penalty: 5557.848633
	Iteration 4Q: 3 clusters Score -9057010 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9058362.000000 Penalty: 5557.848633
	Iteration 5Q: 3 clusters Score -9058362 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -9060129.000000 Penalty: 5557.848633
	Iteration 6Q: 3 clusters Score -9060129 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9062490.000000 Penalty: 5557.848633
	Iteration 7F: 3 clusters Score -9062490 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -9065376.000000 Penalty: 5557.848633
	Iteration 8F: 3 clusters Score -9065376 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -9068806.000000 Penalty: 5557.848633
	Iteration 9F: 3 clusters Score -9068806 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -9072252.000000 Penalty: 5557.848633
	Iteration 10F: 3 clusters Score -9072252 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -9075219.000000 Penalty: 5557.848633
	Iteration 11Q: 3 clusters Score -9075219 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -9077484.000000 Penalty: 5557.848633
	Iteration 12Q: 3 clusters Score -9077484 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -9078872.000000 Penalty: 5557.848633
	Iteration 13Q: 3 clusters Score -9078872 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -9079634.000000 Penalty: 5557.848633
	Iteration 14Q: 3 clusters Score -9079634 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9080101.000000 Penalty: 5557.848633
	Iteration 15Q: 3 clusters Score -9080101 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9080462.000000 Penalty: 5557.848633
	Iteration 16Q: 3 clusters Score -9080462 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9080688.000000 Penalty: 5557.848633
	Iteration 17Q: 3 clusters Score -9080688 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9080897.000000 Penalty: 5557.848633
	Iteration 18Q: 3 clusters Score -9080897 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9081068.000000 Penalty: 5557.848633
	Iteration 19Q: 3 clusters Score -9081068 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9081196.000000 Penalty: 5557.848633
	Iteration 20F: 3 clusters Score -9081196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9081291.000000 Penalty: 5557.848633
	Iteration 21Q: 3 clusters Score -9081291 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9081360.000000 Penalty: 5557.848633
	Iteration 22Q: 3 clusters Score -9081360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9081433.000000 Penalty: 5557.848633
	Iteration 23Q: 3 clusters Score -9081433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9081474.000000 Penalty: 5557.848633
	Iteration 24Q: 3 clusters Score -9081474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9081498.000000 Penalty: 5557.848633
	Iteration 25Q: 3 clusters Score -9081498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9081536.000000 Penalty: 5557.848633
	Iteration 26Q: 3 clusters Score -9081536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9081588.000000 Penalty: 5557.848633
	Iteration 27Q: 3 clusters Score -9081588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9081599.000000 Penalty: 5557.848633
	Iteration 28Q: 3 clusters Score -9081599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9081622.000000 Penalty: 5557.848633
	Iteration 29Q: 3 clusters Score -9081622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9081646.000000 Penalty: 5557.848633
	Iteration 30Q: 3 clusters Score -9081646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9081655.000000 Penalty: 5557.848633
	Iteration 31Q: 3 clusters Score -9081655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9081665.000000 Penalty: 5557.848633
	Iteration 32Q: 3 clusters Score -9081665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9081669.000000 Penalty: 5557.848633
	Iteration 33Q: 3 clusters Score -9081669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9081681.000000 Penalty: 5557.848633
	Iteration 34Q: 3 clusters Score -9081681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9081684.000000 Penalty: 5557.848633
	Iteration 35Q: 3 clusters Score -9081684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9081671.000000 Penalty: 5557.848633
	Iteration 36Q: 3 clusters Score -9081671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9081696.000000 Penalty: 5557.848633
	Iteration 37Q: 3 clusters Score -9081696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9081697.000000 Penalty: 5557.848633
	Iteration 38Q: 3 clusters Score -9081697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9081713.000000 Penalty: 5557.848633
	Iteration 39Q: 3 clusters Score -9081713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9081707.000000 Penalty: 5557.848633
	Iteration 40F: 3 clusters Score -9081707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9081715.000000 Penalty: 5557.848633
	Iteration 41Q: 3 clusters Score -9081715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9081718.000000 Penalty: 5557.848633
	Iteration 42Q: 3 clusters Score -9081718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9081723.000000 Penalty: 5557.848633
	Iteration 43Q: 3 clusters Score -9081723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9081725.000000 Penalty: 5557.848633
	Iteration 44Q: 3 clusters Score -9081725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9081731.000000 Penalty: 5557.848633
	Iteration 45Q: 3 clusters Score -9081731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9081734.000000 Penalty: 5557.848633
	Iteration 46Q: 3 clusters Score -9081734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9081737.000000 Penalty: 5557.848633
	Iteration 47Q: 3 clusters Score -9081737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9081735.000000 Penalty: 5557.848633
	Iteration 48Q: 3 clusters Score -9081735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9081734.000000 Penalty: 5557.848633
	Iteration 49Q: 3 clusters Score -9081734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9081734.000000 Penalty: 5557.848633
	Iteration 50Q: 3 clusters Score -9081734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9081732.000000 Penalty: 5557.848633
	Iteration 51Q: 3 clusters Score -9081732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9081730.000000 Penalty: 5557.848633
	Iteration 52Q: 3 clusters Score -9081730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9081736.000000 Penalty: 5557.848633
	Iteration 53Q: 3 clusters Score -9081736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9081733.000000 Penalty: 5557.848633
	Iteration 54Q: 3 clusters Score -9081733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9081730.000000 Penalty: 5557.848633
	Iteration 55Q: 3 clusters Score -9081730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9081732.000000 Penalty: 5557.848633
	Iteration 56Q: 3 clusters Score -9081732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9081734.000000 Penalty: 5557.848633
	Iteration 57Q: 3 clusters Score -9081734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9081746.000000 Penalty: 5557.848633
	Iteration 58Q: 3 clusters Score -9081746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9081738.000000 Penalty: 5557.848633
	Iteration 59Q: 3 clusters Score -9081738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9081736.000000 Penalty: 5557.848633
	Iteration 60F: 3 clusters Score -9081736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9081734.000000 Penalty: 5557.848633
	Iteration 61Q: 3 clusters Score -9081734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9081738.000000 Penalty: 5557.848633
	Iteration 62Q: 3 clusters Score -9081738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9081735.000000 Penalty: 5557.848633
	Iteration 63Q: 3 clusters Score -9081735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9081741.000000 Penalty: 5557.848633
	Iteration 64Q: 3 clusters Score -9081741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9081749.000000 Penalty: 5557.848633
	Iteration 65Q: 3 clusters Score -9081749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9081755.000000 Penalty: 5557.848633
	Iteration 66Q: 3 clusters Score -9081755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9081750.000000 Penalty: 5557.848633
	Iteration 67Q: 3 clusters Score -9081750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9081750.000000 Penalty: 5557.848633
	Iteration 68Q: 3 clusters Score -9081750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9081750.000000 Penalty: 5557.848633
	Iteration 69F: 3 clusters Score -9081750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Entering Unmasked Estep 
Score: -16622973.000000 Penalty: 2925.931641
	Iteration 0F: 2 clusters Score -1.662297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -16534237.000000 Penalty: 5851.863281
	Iteration 0F: 3 clusters Score -1.653424e+07 nChanged 63334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -16570659.000000 Penalty: 5851.863281
	Iteration 1F: 3 clusters Score -1.657066e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -16571709.000000 Penalty: 5851.863281
	Iteration 2Q: 3 clusters Score -1.657171e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -16572742.000000 Penalty: 5851.863281
	Iteration 3Q: 3 clusters Score -1.657274e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -16574193.000000 Penalty: 5851.863281
	Iteration 4Q: 3 clusters Score -1.657419e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -16575850.000000 Penalty: 5851.863281
	Iteration 5Q: 3 clusters Score -1.657585e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -16578210.000000 Penalty: 5851.863281
	Iteration 6Q: 3 clusters Score -1.657821e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -16581004.000000 Penalty: 5851.863281
	Iteration 7Q: 3 clusters Score -1.6581e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -16584789.000000 Penalty: 5851.863281
	Iteration 8F: 3 clusters Score -1.658479e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -16589603.000000 Penalty: 5851.863281
	Iteration 9F: 3 clusters Score -1.65896e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -16594533.000000 Penalty: 5851.863281
	Iteration 10F: 3 clusters Score -1.659453e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -16598760.000000 Penalty: 5851.863281
	Iteration 11F: 3 clusters Score -1.659876e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -16601490.000000 Penalty: 5851.863281
	Iteration 12Q: 3 clusters Score -1.660149e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -16602939.000000 Penalty: 5851.863281
	Iteration 13Q: 3 clusters Score -1.660294e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -16603859.000000 Penalty: 5851.863281
	Iteration 14Q: 3 clusters Score -1.660386e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -16604605.000000 Penalty: 5851.863281
	Iteration 15Q: 3 clusters Score -1.66046e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -16605237.000000 Penalty: 5851.863281
	Iteration 16Q: 3 clusters Score -1.660524e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -16605768.000000 Penalty: 5851.863281
	Iteration 17Q: 3 clusters Score -1.660577e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -16606410.000000 Penalty: 5851.863281
	Iteration 18Q: 3 clusters Score -1.660641e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 103004 members 
Entering Unmasked Estep 
Score: -16607150.000000 Penalty: 5851.863281
	Iteration 19Q: 3 clusters Score -1.660715e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -16607834.000000 Penalty: 5851.863281
	Iteration 20F: 3 clusters Score -1.660783e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -16608749.000000 Penalty: 5851.863281
	Iteration 21Q: 3 clusters Score -1.660875e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -16609542.000000 Penalty: 5851.863281
	Iteration 22Q: 3 clusters Score -1.660954e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 111619 members 
Entering Unmasked Estep 
Score: -16610302.000000 Penalty: 5851.863281
	Iteration 23Q: 3 clusters Score -1.66103e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -16611193.000000 Penalty: 5851.863281
	Iteration 24Q: 3 clusters Score -1.661119e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -16612189.000000 Penalty: 5851.863281
	Iteration 25Q: 3 clusters Score -1.661219e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -16613116.000000 Penalty: 5851.863281
	Iteration 26Q: 3 clusters Score -1.661312e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -16614036.000000 Penalty: 5851.863281
	Iteration 27Q: 3 clusters Score -1.661404e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -16614882.000000 Penalty: 5851.863281
	Iteration 28Q: 3 clusters Score -1.661488e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -16615741.000000 Penalty: 5851.863281
	Iteration 29Q: 3 clusters Score -1.661574e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 125064 members 
Entering Unmasked Estep 
Score: -16616524.000000 Penalty: 5851.863281
	Iteration 30Q: 3 clusters Score -1.661652e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -16617276.000000 Penalty: 5851.863281
	Iteration 31Q: 3 clusters Score -1.661728e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -16617878.000000 Penalty: 5851.863281
	Iteration 32Q: 3 clusters Score -1.661788e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 128693 members 
Entering Unmasked Estep 
Score: -16618465.000000 Penalty: 5851.863281
	Iteration 33Q: 3 clusters Score -1.661846e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 129518 members 
Entering Unmasked Estep 
Score: -16618929.000000 Penalty: 5851.863281
	Iteration 34Q: 3 clusters Score -1.661893e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -16619331.000000 Penalty: 5851.863281
	Iteration 35Q: 3 clusters Score -1.661933e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -16619581.000000 Penalty: 5851.863281
	Iteration 36Q: 3 clusters Score -1.661958e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -16619824.000000 Penalty: 5851.863281
	Iteration 37Q: 3 clusters Score -1.661982e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 131391 members 
Entering Unmasked Estep 
Score: -16619954.000000 Penalty: 5851.863281
	Iteration 38Q: 3 clusters Score -1.661995e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -16620099.000000 Penalty: 5851.863281
	Iteration 39Q: 3 clusters Score -1.66201e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -16620186.000000 Penalty: 5851.863281
	Iteration 40F: 3 clusters Score -1.662019e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -16620279.000000 Penalty: 5851.863281
	Iteration 41Q: 3 clusters Score -1.662028e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 131964 members 
Entering Unmasked Estep 
Score: -16620329.000000 Penalty: 5851.863281
	Iteration 42Q: 3 clusters Score -1.662033e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 132034 members 
Entering Unmasked Estep 
Score: -16620365.000000 Penalty: 5851.863281
	Iteration 43Q: 3 clusters Score -1.662036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 132073 members 
Entering Unmasked Estep 
Score: -16620380.000000 Penalty: 5851.863281
	Iteration 44Q: 3 clusters Score -1.662038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 132110 members 
Entering Unmasked Estep 
Score: -16620412.000000 Penalty: 5851.863281
	Iteration 45Q: 3 clusters Score -1.662041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -16620430.000000 Penalty: 5851.863281
	Iteration 46Q: 3 clusters Score -1.662043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -16620441.000000 Penalty: 5851.863281
	Iteration 47Q: 3 clusters Score -1.662044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -16620445.000000 Penalty: 5851.863281
	Iteration 48Q: 3 clusters Score -1.662044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
Score: -16620471.000000 Penalty: 5851.863281
	Iteration 49Q: 3 clusters Score -1.662047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -16620471.000000 Penalty: 5851.863281
	Iteration 50Q: 3 clusters Score -1.662047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -16620482.000000 Penalty: 5851.863281
	Iteration 51Q: 3 clusters Score -1.662048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -16620479.000000 Penalty: 5851.863281
	Iteration 52Q: 3 clusters Score -1.662048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -16620491.000000 Penalty: 5851.863281
	Iteration 53Q: 3 clusters Score -1.662049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 132233 members 
Entering Unmasked Estep 
Score: -16620490.000000 Penalty: 5851.863281
	Iteration 54Q: 3 clusters Score -1.662049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -16620496.000000 Penalty: 5851.863281
	Iteration 55Q: 3 clusters Score -1.66205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -16620498.000000 Penalty: 5851.863281
	Iteration 56Q: 3 clusters Score -1.66205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -16620502.000000 Penalty: 5851.863281
	Iteration 57Q: 3 clusters Score -1.66205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -16620504.000000 Penalty: 5851.863281
	Iteration 58Q: 3 clusters Score -1.66205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 132273 members 
Entering Unmasked Estep 
Score: -16620503.000000 Penalty: 5851.863281
	Iteration 59Q: 3 clusters Score -1.66205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 132284 members 
Entering Unmasked Estep 
Score: -16620513.000000 Penalty: 5851.863281
	Iteration 60F: 3 clusters Score -1.662051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 132288 members 
Entering Unmasked Estep 
Score: -16620513.000000 Penalty: 5851.863281
	Iteration 61Q: 3 clusters Score -1.662051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -16620518.000000 Penalty: 5851.863281
	Iteration 62Q: 3 clusters Score -1.662052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 132294 members 
Entering Unmasked Estep 
Score: -16620520.000000 Penalty: 5851.863281
	Iteration 63Q: 3 clusters Score -1.662052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -16620513.000000 Penalty: 5851.863281
	Iteration 64Q: 3 clusters Score -1.662051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -16620513.000000 Penalty: 5851.863281
	Iteration 65F: 3 clusters Score -1.662051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Entering Unmasked Estep 
Score: -3316704.750000 Penalty: 2531.947021
	Iteration 0F: 2 clusters Score -3316705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3298075.250000 Penalty: 5063.894043
	Iteration 0F: 3 clusters Score -3298075 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3304689.000000 Penalty: 5063.894043
	Iteration 1F: 3 clusters Score -3304689 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3305424.250000 Penalty: 5063.894043
	Iteration 2F: 3 clusters Score -3305424 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3306444.000000 Penalty: 5063.894043
	Iteration 3F: 3 clusters Score -3306444 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3307728.750000 Penalty: 5063.894043
	Iteration 4F: 3 clusters Score -3307729 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3309162.500000 Penalty: 5063.894043
	Iteration 5F: 3 clusters Score -3309162 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3310497.750000 Penalty: 5063.894043
	Iteration 6F: 3 clusters Score -3310498 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3311585.500000 Penalty: 5063.894043
	Iteration 7F: 3 clusters Score -3311586 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3312438.250000 Penalty: 5063.894043
	Iteration 8F: 3 clusters Score -3312438 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3312977.000000 Penalty: 5063.894043
	Iteration 9Q: 3 clusters Score -3312977 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3313387.750000 Penalty: 5063.894043
	Iteration 10Q: 3 clusters Score -3313388 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3313729.000000 Penalty: 5063.894043
	Iteration 11Q: 3 clusters Score -3313729 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3314035.500000 Penalty: 5063.894043
	Iteration 12Q: 3 clusters Score -3314036 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3314338.250000 Penalty: 5063.894043
	Iteration 13Q: 3 clusters Score -3314338 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3314578.750000 Penalty: 5063.894043
	Iteration 14Q: 3 clusters Score -3314579 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3314820.250000 Penalty: 5063.894043
	Iteration 15Q: 3 clusters Score -3314820 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3315004.500000 Penalty: 5063.894043
	Iteration 16Q: 3 clusters Score -3315004 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3315147.250000 Penalty: 5063.894043
	Iteration 17Q: 3 clusters Score -3315147 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3315278.000000 Penalty: 5063.894043
	Iteration 18Q: 3 clusters Score -3315278 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3315383.250000 Penalty: 5063.894043
	Iteration 19Q: 3 clusters Score -3315383 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3315419.750000 Penalty: 5063.894043
	Iteration 20F: 3 clusters Score -3315420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3315447.750000 Penalty: 5063.894043
	Iteration 21Q: 3 clusters Score -3315448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3315470.000000 Penalty: 5063.894043
	Iteration 22Q: 3 clusters Score -3315470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3315507.250000 Penalty: 5063.894043
	Iteration 23Q: 3 clusters Score -3315507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3315533.250000 Penalty: 5063.894043
	Iteration 24Q: 3 clusters Score -3315533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3315542.750000 Penalty: 5063.894043
	Iteration 25Q: 3 clusters Score -3315543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3315549.500000 Penalty: 5063.894043
	Iteration 26Q: 3 clusters Score -3315550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3315571.000000 Penalty: 5063.894043
	Iteration 27Q: 3 clusters Score -3315571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3315583.000000 Penalty: 5063.894043
	Iteration 28Q: 3 clusters Score -3315583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3315600.750000 Penalty: 5063.894043
	Iteration 29Q: 3 clusters Score -3315601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3315611.250000 Penalty: 5063.894043
	Iteration 30Q: 3 clusters Score -3315611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3315619.750000 Penalty: 5063.894043
	Iteration 31Q: 3 clusters Score -3315620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3315616.250000 Penalty: 5063.894043
	Iteration 32Q: 3 clusters Score -3315616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3315627.500000 Penalty: 5063.894043
	Iteration 33Q: 3 clusters Score -3315628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3315630.500000 Penalty: 5063.894043
	Iteration 34Q: 3 clusters Score -3315630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3315642.750000 Penalty: 5063.894043
	Iteration 35Q: 3 clusters Score -3315643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3315654.750000 Penalty: 5063.894043
	Iteration 36Q: 3 clusters Score -3315655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3315673.000000 Penalty: 5063.894043
	Iteration 37Q: 3 clusters Score -3315673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3315692.250000 Penalty: 5063.894043
	Iteration 38Q: 3 clusters Score -3315692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3315696.000000 Penalty: 5063.894043
	Iteration 39Q: 3 clusters Score -3315696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3315701.750000 Penalty: 5063.894043
	Iteration 40F: 3 clusters Score -3315702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3315710.250000 Penalty: 5063.894043
	Iteration 41Q: 3 clusters Score -3315710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3315712.500000 Penalty: 5063.894043
	Iteration 42Q: 3 clusters Score -3315712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3315719.750000 Penalty: 5063.894043
	Iteration 43Q: 3 clusters Score -3315720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3315719.750000 Penalty: 5063.894043
	Iteration 44Q: 3 clusters Score -3315720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3315741.250000 Penalty: 5063.894043
	Iteration 45Q: 3 clusters Score -3315741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3315745.000000 Penalty: 5063.894043
	Iteration 46Q: 3 clusters Score -3315745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3315751.000000 Penalty: 5063.894043
	Iteration 47Q: 3 clusters Score -3315751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3315768.000000 Penalty: 5063.894043
	Iteration 48Q: 3 clusters Score -3315768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3315777.500000 Penalty: 5063.894043
	Iteration 49Q: 3 clusters Score -3315778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3315787.250000 Penalty: 5063.894043
	Iteration 50Q: 3 clusters Score -3315787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3315809.250000 Penalty: 5063.894043
	Iteration 51Q: 3 clusters Score -3315809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3315815.000000 Penalty: 5063.894043
	Iteration 52Q: 3 clusters Score -3315815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3315821.000000 Penalty: 5063.894043
	Iteration 53Q: 3 clusters Score -3315821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3315817.500000 Penalty: 5063.894043
	Iteration 54Q: 3 clusters Score -3315818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3315833.750000 Penalty: 5063.894043
	Iteration 55Q: 3 clusters Score -3315834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3315846.000000 Penalty: 5063.894043
	Iteration 56Q: 3 clusters Score -3315846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3315851.250000 Penalty: 5063.894043
	Iteration 57Q: 3 clusters Score -3315851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3315855.000000 Penalty: 5063.894043
	Iteration 58Q: 3 clusters Score -3315855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3315852.250000 Penalty: 5063.894043
	Iteration 59Q: 3 clusters Score -3315852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3315860.750000 Penalty: 5063.894043
	Iteration 60F: 3 clusters Score -3315861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3315857.750000 Penalty: 5063.894043
	Iteration 61Q: 3 clusters Score -3315858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3315857.250000 Penalty: 5063.894043
	Iteration 62Q: 3 clusters Score -3315857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3315855.500000 Penalty: 5063.894043
	Iteration 63Q: 3 clusters Score -3315856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3315867.500000 Penalty: 5063.894043
	Iteration 64Q: 3 clusters Score -3315868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3315866.000000 Penalty: 5063.894043
	Iteration 65Q: 3 clusters Score -3315866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3315861.250000 Penalty: 5063.894043
	Iteration 66Q: 3 clusters Score -3315861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3315859.500000 Penalty: 5063.894043
	Iteration 67Q: 3 clusters Score -3315860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3315860.000000 Penalty: 5063.894043
	Iteration 68Q: 3 clusters Score -3315860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3315865.000000 Penalty: 5063.894043
	Iteration 69Q: 3 clusters Score -3315865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3315868.000000 Penalty: 5063.894043
	Iteration 70Q: 3 clusters Score -3315868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3315870.000000 Penalty: 5063.894043
	Iteration 71Q: 3 clusters Score -3315870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3315869.500000 Penalty: 5063.894043
	Iteration 72Q: 3 clusters Score -3315870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3315858.750000 Penalty: 5063.894043
	Iteration 73Q: 3 clusters Score -3315859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3315862.500000 Penalty: 5063.894043
	Iteration 74Q: 3 clusters Score -3315862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3315859.500000 Penalty: 5063.894043
	Iteration 75Q: 3 clusters Score -3315860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3315863.250000 Penalty: 5063.894043
	Iteration 76Q: 3 clusters Score -3315863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3315867.750000 Penalty: 5063.894043
	Iteration 77Q: 3 clusters Score -3315868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3315881.500000 Penalty: 5063.894043
	Iteration 78Q: 3 clusters Score -3315882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3315885.750000 Penalty: 5063.894043
	Iteration 79Q: 3 clusters Score -3315886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3315885.250000 Penalty: 5063.894043
	Iteration 80F: 3 clusters Score -3315885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3315888.250000 Penalty: 5063.894043
	Iteration 81Q: 3 clusters Score -3315888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3315896.250000 Penalty: 5063.894043
	Iteration 82Q: 3 clusters Score -3315896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3315904.250000 Penalty: 5063.894043
	Iteration 83Q: 3 clusters Score -3315904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3315910.000000 Penalty: 5063.894043
	Iteration 84Q: 3 clusters Score -3315910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3315915.500000 Penalty: 5063.894043
	Iteration 85Q: 3 clusters Score -3315916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3315927.250000 Penalty: 5063.894043
	Iteration 86Q: 3 clusters Score -3315927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3315936.250000 Penalty: 5063.894043
	Iteration 87Q: 3 clusters Score -3315936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3315935.500000 Penalty: 5063.894043
	Iteration 88Q: 3 clusters Score -3315936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3315943.000000 Penalty: 5063.894043
	Iteration 89Q: 3 clusters Score -3315943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3315951.250000 Penalty: 5063.894043
	Iteration 90Q: 3 clusters Score -3315951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3315956.000000 Penalty: 5063.894043
	Iteration 91Q: 3 clusters Score -3315956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3315961.750000 Penalty: 5063.894043
	Iteration 92Q: 3 clusters Score -3315962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3315966.750000 Penalty: 5063.894043
	Iteration 93Q: 3 clusters Score -3315967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3315970.250000 Penalty: 5063.894043
	Iteration 94Q: 3 clusters Score -3315970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3315966.250000 Penalty: 5063.894043
	Iteration 95Q: 3 clusters Score -3315966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3315970.000000 Penalty: 5063.894043
	Iteration 96Q: 3 clusters Score -3315970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3315981.250000 Penalty: 5063.894043
	Iteration 97Q: 3 clusters Score -3315981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3315978.000000 Penalty: 5063.894043
	Iteration 98Q: 3 clusters Score -3315978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3315986.500000 Penalty: 5063.894043
	Iteration 99Q: 3 clusters Score -3315986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3315985.500000 Penalty: 5063.894043
	Iteration 100F: 3 clusters Score -3315986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3315987.750000 Penalty: 5063.894043
	Iteration 101Q: 3 clusters Score -3315988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3315986.250000 Penalty: 5063.894043
	Iteration 102Q: 3 clusters Score -3315986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3315982.750000 Penalty: 5063.894043
	Iteration 103Q: 3 clusters Score -3315983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3315985.000000 Penalty: 5063.894043
	Iteration 104Q: 3 clusters Score -3315985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3315985.250000 Penalty: 5063.894043
	Iteration 105Q: 3 clusters Score -3315985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3315982.750000 Penalty: 5063.894043
	Iteration 106Q: 3 clusters Score -3315983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3315985.000000 Penalty: 5063.894043
	Iteration 107Q: 3 clusters Score -3315985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3315986.000000 Penalty: 5063.894043
	Iteration 108Q: 3 clusters Score -3315986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3315992.250000 Penalty: 5063.894043
	Iteration 109Q: 3 clusters Score -3315992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3315991.000000 Penalty: 5063.894043
	Iteration 110Q: 3 clusters Score -3315991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3315997.750000 Penalty: 5063.894043
	Iteration 111Q: 3 clusters Score -3315998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3315990.250000 Penalty: 5063.894043
	Iteration 112Q: 3 clusters Score -3315990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3315999.000000 Penalty: 5063.894043
	Iteration 113Q: 3 clusters Score -3315999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3315995.250000 Penalty: 5063.894043
	Iteration 114Q: 3 clusters Score -3315995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3315998.750000 Penalty: 5063.894043
	Iteration 115Q: 3 clusters Score -3315999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3316002.000000 Penalty: 5063.894043
	Iteration 116Q: 3 clusters Score -3316002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3315996.750000 Penalty: 5063.894043
	Iteration 117Q: 3 clusters Score -3315997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3315994.500000 Penalty: 5063.894043
	Iteration 118Q: 3 clusters Score -3315994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3315993.250000 Penalty: 5063.894043
	Iteration 119Q: 3 clusters Score -3315993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3315995.250000 Penalty: 5063.894043
	Iteration 120F: 3 clusters Score -3315995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3315994.000000 Penalty: 5063.894043
	Iteration 121Q: 3 clusters Score -3315994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3315998.250000 Penalty: 5063.894043
	Iteration 122Q: 3 clusters Score -3315998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3316001.500000 Penalty: 5063.894043
	Iteration 123Q: 3 clusters Score -3316002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3316002.250000 Penalty: 5063.894043
	Iteration 124Q: 3 clusters Score -3316002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3316005.750000 Penalty: 5063.894043
	Iteration 125Q: 3 clusters Score -3316006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3316008.000000 Penalty: 5063.894043
	Iteration 126Q: 3 clusters Score -3316008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3316005.250000 Penalty: 5063.894043
	Iteration 127Q: 3 clusters Score -3316005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3316015.500000 Penalty: 5063.894043
	Iteration 128Q: 3 clusters Score -3316016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3316013.750000 Penalty: 5063.894043
	Iteration 129Q: 3 clusters Score -3316014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3316013.000000 Penalty: 5063.894043
	Iteration 130Q: 3 clusters Score -3316013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3316029.500000 Penalty: 5063.894043
	Iteration 131Q: 3 clusters Score -3316030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3316042.500000 Penalty: 5063.894043
	Iteration 132Q: 3 clusters Score -3316042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3316058.500000 Penalty: 5063.894043
	Iteration 133Q: 3 clusters Score -3316058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3316065.500000 Penalty: 5063.894043
	Iteration 134Q: 3 clusters Score -3316066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3316066.250000 Penalty: 5063.894043
	Iteration 135Q: 3 clusters Score -3316066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3316083.000000 Penalty: 5063.894043
	Iteration 136Q: 3 clusters Score -3316083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3316098.750000 Penalty: 5063.894043
	Iteration 137Q: 3 clusters Score -3316099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3316104.000000 Penalty: 5063.894043
	Iteration 138Q: 3 clusters Score -3316104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3316113.000000 Penalty: 5063.894043
	Iteration 139Q: 3 clusters Score -3316113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3316116.250000 Penalty: 5063.894043
	Iteration 140F: 3 clusters Score -3316116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3316128.500000 Penalty: 5063.894043
	Iteration 141Q: 3 clusters Score -3316128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3316139.250000 Penalty: 5063.894043
	Iteration 142Q: 3 clusters Score -3316139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3316144.500000 Penalty: 5063.894043
	Iteration 143Q: 3 clusters Score -3316144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3316146.750000 Penalty: 5063.894043
	Iteration 144Q: 3 clusters Score -3316147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3316156.000000 Penalty: 5063.894043
	Iteration 145Q: 3 clusters Score -3316156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3316162.000000 Penalty: 5063.894043
	Iteration 146Q: 3 clusters Score -3316162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3316162.000000 Penalty: 5063.894043
	Iteration 147Q: 3 clusters Score -3316162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3316164.750000 Penalty: 5063.894043
	Iteration 148Q: 3 clusters Score -3316165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3316161.750000 Penalty: 5063.894043
	Iteration 149Q: 3 clusters Score -3316162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3316169.750000 Penalty: 5063.894043
	Iteration 150Q: 3 clusters Score -3316170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3316179.750000 Penalty: 5063.894043
	Iteration 151Q: 3 clusters Score -3316180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3316176.500000 Penalty: 5063.894043
	Iteration 152Q: 3 clusters Score -3316176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3316184.000000 Penalty: 5063.894043
	Iteration 153Q: 3 clusters Score -3316184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3316184.500000 Penalty: 5063.894043
	Iteration 154Q: 3 clusters Score -3316184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3316179.000000 Penalty: 5063.894043
	Iteration 155Q: 3 clusters Score -3316179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3316183.750000 Penalty: 5063.894043
	Iteration 156Q: 3 clusters Score -3316184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3316182.000000 Penalty: 5063.894043
	Iteration 157Q: 3 clusters Score -3316182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3316194.500000 Penalty: 5063.894043
	Iteration 158Q: 3 clusters Score -3316194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3316192.000000 Penalty: 5063.894043
	Iteration 159Q: 3 clusters Score -3316192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3316192.000000 Penalty: 5063.894043
	Iteration 160F: 3 clusters Score -3316192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3316193.500000 Penalty: 5063.894043
	Iteration 161Q: 3 clusters Score -3316194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3316192.250000 Penalty: 5063.894043
	Iteration 162Q: 3 clusters Score -3316192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3316196.250000 Penalty: 5063.894043
	Iteration 163Q: 3 clusters Score -3316196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3316204.000000 Penalty: 5063.894043
	Iteration 164Q: 3 clusters Score -3316204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3316204.750000 Penalty: 5063.894043
	Iteration 165Q: 3 clusters Score -3316205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3316204.750000 Penalty: 5063.894043
	Iteration 166F: 3 clusters Score -3316205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -742283.500000 Penalty: 2160.601318
	Iteration 0F: 2 clusters Score -742283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -737130.125000 Penalty: 4321.202637
	Iteration 0F: 3 clusters Score -737130.1 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -738532.437500 Penalty: 4321.202637
	Iteration 1F: 3 clusters Score -738532.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -738839.937500 Penalty: 4321.202637
	Iteration 2F: 3 clusters Score -738839.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -739072.687500 Penalty: 4321.202637
	Iteration 3F: 3 clusters Score -739072.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -739257.562500 Penalty: 4321.202637
	Iteration 4Q: 3 clusters Score -739257.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -739441.687500 Penalty: 4321.202637
	Iteration 5Q: 3 clusters Score -739441.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -739668.062500 Penalty: 4321.202637
	Iteration 6Q: 3 clusters Score -739668.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -739955.500000 Penalty: 4321.202637
	Iteration 7Q: 3 clusters Score -739955.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -740345.000000 Penalty: 4321.202637
	Iteration 8F: 3 clusters Score -740345 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -740906.187500 Penalty: 4321.202637
	Iteration 9F: 3 clusters Score -740906.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -741663.875000 Penalty: 4321.202637
	Iteration 10F: 3 clusters Score -741663.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -742277.250000 Penalty: 4321.202637
	Iteration 11F: 3 clusters Score -742277.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -742529.500000 Penalty: 4321.202637
	Iteration 12Q: 3 clusters Score -742529.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -742620.812500 Penalty: 4321.202637
	Iteration 13Q: 3 clusters Score -742620.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -742652.437500 Penalty: 4321.202637
	Iteration 14Q: 3 clusters Score -742652.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -742666.937500 Penalty: 4321.202637
	Iteration 15Q: 3 clusters Score -742666.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -742673.812500 Penalty: 4321.202637
	Iteration 16Q: 3 clusters Score -742673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -742676.500000 Penalty: 4321.202637
	Iteration 17Q: 3 clusters Score -742676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -742678.062500 Penalty: 4321.202637
	Iteration 18Q: 3 clusters Score -742678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -742683.062500 Penalty: 4321.202637
	Iteration 19Q: 3 clusters Score -742683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -742683.125000 Penalty: 4321.202637
	Iteration 20F: 3 clusters Score -742683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -742683.812500 Penalty: 4321.202637
	Iteration 21Q: 3 clusters Score -742683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -742685.312500 Penalty: 4321.202637
	Iteration 22Q: 3 clusters Score -742685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -742687.125000 Penalty: 4321.202637
	Iteration 23Q: 3 clusters Score -742687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -742686.687500 Penalty: 4321.202637
	Iteration 24Q: 3 clusters Score -742686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -742687.500000 Penalty: 4321.202637
	Iteration 25Q: 3 clusters Score -742687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -742687.500000 Penalty: 4321.202637
	Iteration 26F: 3 clusters Score -742687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17659 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13843 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3472 members 
Entering Unmasked Estep 
Score: -134500256.000000 Penalty: 241698.718750
Splitting cluster 7 changes total score from -134501088.000000 to -134500256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -331027.343750 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -331027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -327971.406250 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -327971.4 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -328630.156250 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -328630.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -328874.562500 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -328874.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329099.062500 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -329099.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329299.843750 Penalty: 3928.180908
	Iteration 4F: 3 clusters Score -329299.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -329464.968750 Penalty: 3928.180908
	Iteration 5F: 3 clusters Score -329465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -329586.812500 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -329586.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -329685.250000 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -329685.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -329762.781250 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -329762.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -329833.250000 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -329833.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -329900.656250 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -329900.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -329951.656250 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -329951.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -329984.218750 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -329984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -330008.031250 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -330008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -330023.156250 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -330023.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -330034.250000 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -330034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -330042.718750 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -330042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -330051.531250 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -330051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -330056.718750 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -330056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -330062.875000 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -330062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -330065.343750 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -330065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -330067.218750 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -330067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -330068.437500 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -330068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -330070.968750 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -330071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -330075.656250 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -330075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -330077.687500 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -330077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -330079.375000 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -330079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -330079.593750 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -330079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -330081.312500 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -330081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -330082.781250 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -330082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -330084.750000 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -330084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -330086.062500 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -330086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -330086.062500 Penalty: 3928.180908
	Iteration 32F: 3 clusters Score -330086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -533937.937500 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -533937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -529761.937500 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -529761.9 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530876.937500 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -530876.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -531195.625000 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -531195.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -531479.562500 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -531479.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -531674.562500 Penalty: 4163.820312
	Iteration 4F: 3 clusters Score -531674.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -531818.687500 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -531818.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -531912.125000 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -531912.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -531984.687500 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -531984.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -532046.687500 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -532046.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -532096.125000 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -532096.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -532135.125000 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -532135.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -532168.312500 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -532168.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -532201.062500 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -532201.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -532234.750000 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -532234.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -532260.187500 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -532260.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -532287.562500 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -532287.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -532314.625000 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -532314.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -532354.062500 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -532354.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -532395.875000 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -532395.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -532438.000000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -532438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -532476.000000 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -532476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -532518.375000 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -532518.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -532564.250000 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -532564.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -532607.312500 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -532607.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -532657.000000 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -532657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -532690.375000 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -532690.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -532719.812500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -532719.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -532739.062500 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -532739.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -532752.750000 Penalty: 4163.820312
	Iteration 28Q: 3 clusters Score -532752.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -532772.250000 Penalty: 4163.820312
	Iteration 29Q: 3 clusters Score -532772.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -532791.875000 Penalty: 4163.820312
	Iteration 30Q: 3 clusters Score -532791.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -532811.375000 Penalty: 4163.820312
	Iteration 31Q: 3 clusters Score -532811.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -532831.500000 Penalty: 4163.820312
	Iteration 32Q: 3 clusters Score -532831.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -532848.375000 Penalty: 4163.820312
	Iteration 33Q: 3 clusters Score -532848.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -532867.625000 Penalty: 4163.820312
	Iteration 34Q: 3 clusters Score -532867.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -532902.375000 Penalty: 4163.820312
	Iteration 35Q: 3 clusters Score -532902.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -532937.187500 Penalty: 4163.820312
	Iteration 36Q: 3 clusters Score -532937.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -532969.625000 Penalty: 4163.820312
	Iteration 37Q: 3 clusters Score -532969.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -533009.312500 Penalty: 4163.820312
	Iteration 38Q: 3 clusters Score -533009.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -533042.812500 Penalty: 4163.820312
	Iteration 39Q: 3 clusters Score -533042.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -533079.625000 Penalty: 4163.820312
	Iteration 40F: 3 clusters Score -533079.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -533105.500000 Penalty: 4163.820312
	Iteration 41Q: 3 clusters Score -533105.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -533133.187500 Penalty: 4163.820312
	Iteration 42Q: 3 clusters Score -533133.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -533151.437500 Penalty: 4163.820312
	Iteration 43Q: 3 clusters Score -533151.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -533171.500000 Penalty: 4163.820312
	Iteration 44Q: 3 clusters Score -533171.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -533183.500000 Penalty: 4163.820312
	Iteration 45Q: 3 clusters Score -533183.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -533195.312500 Penalty: 4163.820312
	Iteration 46Q: 3 clusters Score -533195.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -533208.625000 Penalty: 4163.820312
	Iteration 47Q: 3 clusters Score -533208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -533235.687500 Penalty: 4163.820312
	Iteration 48Q: 3 clusters Score -533235.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -533288.062500 Penalty: 4163.820312
	Iteration 49Q: 3 clusters Score -533288.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -533364.750000 Penalty: 4163.820312
	Iteration 50Q: 3 clusters Score -533364.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -533444.000000 Penalty: 4163.820312
	Iteration 51Q: 3 clusters Score -533444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -533498.000000 Penalty: 4163.820312
	Iteration 52Q: 3 clusters Score -533498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -533534.312500 Penalty: 4163.820312
	Iteration 53Q: 3 clusters Score -533534.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -533563.875000 Penalty: 4163.820312
	Iteration 54Q: 3 clusters Score -533563.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -533585.312500 Penalty: 4163.820312
	Iteration 55Q: 3 clusters Score -533585.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -533601.062500 Penalty: 4163.820312
	Iteration 56Q: 3 clusters Score -533601.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -533610.562500 Penalty: 4163.820312
	Iteration 57Q: 3 clusters Score -533610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -533617.750000 Penalty: 4163.820312
	Iteration 58Q: 3 clusters Score -533617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -533625.125000 Penalty: 4163.820312
	Iteration 59Q: 3 clusters Score -533625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -533627.562500 Penalty: 4163.820312
	Iteration 60F: 3 clusters Score -533627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -533634.437500 Penalty: 4163.820312
	Iteration 61Q: 3 clusters Score -533634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -533638.750000 Penalty: 4163.820312
	Iteration 62Q: 3 clusters Score -533638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -533642.187500 Penalty: 4163.820312
	Iteration 63Q: 3 clusters Score -533642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -533646.312500 Penalty: 4163.820312
	Iteration 64Q: 3 clusters Score -533646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -533647.562500 Penalty: 4163.820312
	Iteration 65Q: 3 clusters Score -533647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -533649.062500 Penalty: 4163.820312
	Iteration 66Q: 3 clusters Score -533649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -533650.937500 Penalty: 4163.820312
	Iteration 67Q: 3 clusters Score -533650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -533653.562500 Penalty: 4163.820312
	Iteration 68Q: 3 clusters Score -533653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -533655.000000 Penalty: 4163.820312
	Iteration 69Q: 3 clusters Score -533655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -533655.312500 Penalty: 4163.820312
	Iteration 70Q: 3 clusters Score -533655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -533656.312500 Penalty: 4163.820312
	Iteration 71Q: 3 clusters Score -533656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -533659.000000 Penalty: 4163.820312
	Iteration 72Q: 3 clusters Score -533659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -533661.562500 Penalty: 4163.820312
	Iteration 73Q: 3 clusters Score -533661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -533661.812500 Penalty: 4163.820312
	Iteration 74Q: 3 clusters Score -533661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -533661.812500 Penalty: 4163.820312
	Iteration 75F: 3 clusters Score -533661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173206 members 
Entering Unmasked Estep 
Score: -21863046.000000 Penalty: 2991.434814
	Iteration 0F: 2 clusters Score -2.186305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -21749514.000000 Penalty: 5982.869629
	Iteration 0F: 3 clusters Score -2.174951e+07 nChanged 83046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -21798392.000000 Penalty: 5982.869629
	Iteration 1F: 3 clusters Score -2.179839e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -21799948.000000 Penalty: 5982.869629
	Iteration 2Q: 3 clusters Score -2.179995e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -21802532.000000 Penalty: 5982.869629
	Iteration 3Q: 3 clusters Score -2.180253e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -21806894.000000 Penalty: 5982.869629
	Iteration 4F: 3 clusters Score -2.180689e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -21813574.000000 Penalty: 5982.869629
	Iteration 5F: 3 clusters Score -2.181357e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118395 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -21822506.000000 Penalty: 5982.869629
	Iteration 6F: 3 clusters Score -2.182251e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -21831770.000000 Penalty: 5982.869629
	Iteration 7F: 3 clusters Score -2.183177e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -21840422.000000 Penalty: 5982.869629
	Iteration 8F: 3 clusters Score -2.184042e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -21848084.000000 Penalty: 5982.869629
	Iteration 9F: 3 clusters Score -2.184808e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -21853770.000000 Penalty: 5982.869629
	Iteration 10Q: 3 clusters Score -2.185377e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -21856918.000000 Penalty: 5982.869629
	Iteration 11Q: 3 clusters Score -2.185692e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -21858670.000000 Penalty: 5982.869629
	Iteration 12Q: 3 clusters Score -2.185867e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -21859594.000000 Penalty: 5982.869629
	Iteration 13Q: 3 clusters Score -2.185959e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -21860122.000000 Penalty: 5982.869629
	Iteration 14Q: 3 clusters Score -2.186012e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -21860340.000000 Penalty: 5982.869629
	Iteration 15Q: 3 clusters Score -2.186034e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -21860584.000000 Penalty: 5982.869629
	Iteration 16Q: 3 clusters Score -2.186058e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -21860760.000000 Penalty: 5982.869629
	Iteration 17Q: 3 clusters Score -2.186076e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -21860882.000000 Penalty: 5982.869629
	Iteration 18Q: 3 clusters Score -2.186088e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -21860952.000000 Penalty: 5982.869629
	Iteration 19Q: 3 clusters Score -2.186095e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21860966.000000 Penalty: 5982.869629
	Iteration 20F: 3 clusters Score -2.186097e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168958 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -21861044.000000 Penalty: 5982.869629
	Iteration 21Q: 3 clusters Score -2.186104e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -21860996.000000 Penalty: 5982.869629
	Iteration 22Q: 3 clusters Score -2.1861e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21860986.000000 Penalty: 5982.869629
	Iteration 23Q: 3 clusters Score -2.186099e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21861048.000000 Penalty: 5982.869629
	Iteration 24Q: 3 clusters Score -2.186105e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -21861036.000000 Penalty: 5982.869629
	Iteration 25Q: 3 clusters Score -2.186104e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -21861076.000000 Penalty: 5982.869629
	Iteration 26Q: 3 clusters Score -2.186108e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21861070.000000 Penalty: 5982.869629
	Iteration 27Q: 3 clusters Score -2.186107e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21861064.000000 Penalty: 5982.869629
	Iteration 28Q: 3 clusters Score -2.186106e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21861082.000000 Penalty: 5982.869629
	Iteration 29Q: 3 clusters Score -2.186108e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -21861108.000000 Penalty: 5982.869629
	Iteration 30Q: 3 clusters Score -2.186111e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21861096.000000 Penalty: 5982.869629
	Iteration 31Q: 3 clusters Score -2.18611e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170726 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21861140.000000 Penalty: 5982.869629
	Iteration 32Q: 3 clusters Score -2.186114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21861152.000000 Penalty: 5982.869629
	Iteration 33Q: 3 clusters Score -2.186115e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21861178.000000 Penalty: 5982.869629
	Iteration 34Q: 3 clusters Score -2.186118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21861164.000000 Penalty: 5982.869629
	Iteration 35Q: 3 clusters Score -2.186116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21861162.000000 Penalty: 5982.869629
	Iteration 36Q: 3 clusters Score -2.186116e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21861158.000000 Penalty: 5982.869629
	Iteration 37Q: 3 clusters Score -2.186116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171135 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -21861152.000000 Penalty: 5982.869629
	Iteration 38Q: 3 clusters Score -2.186115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21861190.000000 Penalty: 5982.869629
	Iteration 39Q: 3 clusters Score -2.186119e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -21861220.000000 Penalty: 5982.869629
	Iteration 40F: 3 clusters Score -2.186122e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21861228.000000 Penalty: 5982.869629
	Iteration 41Q: 3 clusters Score -2.186123e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -21861238.000000 Penalty: 5982.869629
	Iteration 42Q: 3 clusters Score -2.186124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21861204.000000 Penalty: 5982.869629
	Iteration 43Q: 3 clusters Score -2.18612e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21861240.000000 Penalty: 5982.869629
	Iteration 44Q: 3 clusters Score -2.186124e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171415 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21861290.000000 Penalty: 5982.869629
	Iteration 45Q: 3 clusters Score -2.186129e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21861304.000000 Penalty: 5982.869629
	Iteration 46Q: 3 clusters Score -2.18613e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21861348.000000 Penalty: 5982.869629
	Iteration 47Q: 3 clusters Score -2.186135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21861360.000000 Penalty: 5982.869629
	Iteration 48Q: 3 clusters Score -2.186136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21861400.000000 Penalty: 5982.869629
	Iteration 49Q: 3 clusters Score -2.18614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21861382.000000 Penalty: 5982.869629
	Iteration 50Q: 3 clusters Score -2.186138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21861382.000000 Penalty: 5982.869629
	Iteration 51Q: 3 clusters Score -2.186138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171451 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21861402.000000 Penalty: 5982.869629
	Iteration 52Q: 3 clusters Score -2.18614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171452 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -21861372.000000 Penalty: 5982.869629
	Iteration 53Q: 3 clusters Score -2.186137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171446 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21861388.000000 Penalty: 5982.869629
	Iteration 54Q: 3 clusters Score -2.186139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21861416.000000 Penalty: 5982.869629
	Iteration 55Q: 3 clusters Score -2.186142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21861416.000000 Penalty: 5982.869629
	Iteration 56Q: 3 clusters Score -2.186142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -21861440.000000 Penalty: 5982.869629
	Iteration 57Q: 3 clusters Score -2.186144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -21861440.000000 Penalty: 5982.869629
	Iteration 58Q: 3 clusters Score -2.186144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21861436.000000 Penalty: 5982.869629
	Iteration 59Q: 3 clusters Score -2.186144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -21861434.000000 Penalty: 5982.869629
	Iteration 60F: 3 clusters Score -2.186143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5982.869629
	Iteration 61Q: 3 clusters Score -2.186145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21861444.000000 Penalty: 5982.869629
	Iteration 62Q: 3 clusters Score -2.186144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5982.869629
	Iteration 63Q: 3 clusters Score -2.186145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5982.869629
	Iteration 64Q: 3 clusters Score -2.186145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21861430.000000 Penalty: 5982.869629
	Iteration 65Q: 3 clusters Score -2.186143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21861448.000000 Penalty: 5982.869629
	Iteration 66Q: 3 clusters Score -2.186145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21861452.000000 Penalty: 5982.869629
	Iteration 67Q: 3 clusters Score -2.186145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5982.869629
	Iteration 68Q: 3 clusters Score -2.186145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21861468.000000 Penalty: 5982.869629
	Iteration 69Q: 3 clusters Score -2.186147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21861458.000000 Penalty: 5982.869629
	Iteration 70Q: 3 clusters Score -2.186146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21861456.000000 Penalty: 5982.869629
	Iteration 71Q: 3 clusters Score -2.186146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21861474.000000 Penalty: 5982.869629
	Iteration 72Q: 3 clusters Score -2.186147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -21861478.000000 Penalty: 5982.869629
	Iteration 73Q: 3 clusters Score -2.186148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21861468.000000 Penalty: 5982.869629
	Iteration 74Q: 3 clusters Score -2.186147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21861454.000000 Penalty: 5982.869629
	Iteration 75Q: 3 clusters Score -2.186145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21861444.000000 Penalty: 5982.869629
	Iteration 76Q: 3 clusters Score -2.186144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -21861468.000000 Penalty: 5982.869629
	Iteration 77Q: 3 clusters Score -2.186147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -21861472.000000 Penalty: 5982.869629
	Iteration 78Q: 3 clusters Score -2.186147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21861444.000000 Penalty: 5982.869629
	Iteration 79Q: 3 clusters Score -2.186144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21861434.000000 Penalty: 5982.869629
	Iteration 80F: 3 clusters Score -2.186143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21861442.000000 Penalty: 5982.869629
	Iteration 81Q: 3 clusters Score -2.186144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21861436.000000 Penalty: 5982.869629
	Iteration 82Q: 3 clusters Score -2.186144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -21861446.000000 Penalty: 5982.869629
	Iteration 83Q: 3 clusters Score -2.186145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21861476.000000 Penalty: 5982.869629
	Iteration 84Q: 3 clusters Score -2.186148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171367 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21861462.000000 Penalty: 5982.869629
	Iteration 85Q: 3 clusters Score -2.186146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21861470.000000 Penalty: 5982.869629
	Iteration 86Q: 3 clusters Score -2.186147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21861476.000000 Penalty: 5982.869629
	Iteration 87Q: 3 clusters Score -2.186148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21861480.000000 Penalty: 5982.869629
	Iteration 88Q: 3 clusters Score -2.186148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21861492.000000 Penalty: 5982.869629
	Iteration 89Q: 3 clusters Score -2.186149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21861500.000000 Penalty: 5982.869629
	Iteration 90Q: 3 clusters Score -2.18615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -21861498.000000 Penalty: 5982.869629
	Iteration 91Q: 3 clusters Score -2.18615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21861504.000000 Penalty: 5982.869629
	Iteration 92Q: 3 clusters Score -2.18615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21861504.000000 Penalty: 5982.869629
	Iteration 93Q: 3 clusters Score -2.18615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21861506.000000 Penalty: 5982.869629
	Iteration 94Q: 3 clusters Score -2.186151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21861506.000000 Penalty: 5982.869629
	Iteration 95Q: 3 clusters Score -2.186151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21861506.000000 Penalty: 5982.869629
	Iteration 96F: 3 clusters Score -2.186151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Entering Unmasked Estep 
Score: -4809661.000000 Penalty: 2621.374756
	Iteration 0F: 2 clusters Score -4809661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4783287.000000 Penalty: 5242.749512
	Iteration 0F: 3 clusters Score -4783287 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4793403.500000 Penalty: 5242.749512
	Iteration 1F: 3 clusters Score -4793404 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4794444.500000 Penalty: 5242.749512
	Iteration 2F: 3 clusters Score -4794444 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -4795786.500000 Penalty: 5242.749512
	Iteration 3F: 3 clusters Score -4795786 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4797400.500000 Penalty: 5242.749512
	Iteration 4F: 3 clusters Score -4797400 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4799187.500000 Penalty: 5242.749512
	Iteration 5F: 3 clusters Score -4799188 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4800969.000000 Penalty: 5242.749512
	Iteration 6F: 3 clusters Score -4800969 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4802531.500000 Penalty: 5242.749512
	Iteration 7F: 3 clusters Score -4802532 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4803844.500000 Penalty: 5242.749512
	Iteration 8Q: 3 clusters Score -4803844 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4805024.500000 Penalty: 5242.749512
	Iteration 9Q: 3 clusters Score -4805024 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4805963.000000 Penalty: 5242.749512
	Iteration 10Q: 3 clusters Score -4805963 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4806702.500000 Penalty: 5242.749512
	Iteration 11Q: 3 clusters Score -4806702 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4807127.000000 Penalty: 5242.749512
	Iteration 12Q: 3 clusters Score -4807127 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4807420.000000 Penalty: 5242.749512
	Iteration 13Q: 3 clusters Score -4807420 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4807637.000000 Penalty: 5242.749512
	Iteration 14Q: 3 clusters Score -4807637 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4807829.500000 Penalty: 5242.749512
	Iteration 15Q: 3 clusters Score -4807830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4807970.000000 Penalty: 5242.749512
	Iteration 16Q: 3 clusters Score -4807970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4808093.000000 Penalty: 5242.749512
	Iteration 17Q: 3 clusters Score -4808093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4808178.500000 Penalty: 5242.749512
	Iteration 18Q: 3 clusters Score -4808178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4808241.500000 Penalty: 5242.749512
	Iteration 19Q: 3 clusters Score -4808242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4808288.000000 Penalty: 5242.749512
	Iteration 20F: 3 clusters Score -4808288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4808314.500000 Penalty: 5242.749512
	Iteration 21Q: 3 clusters Score -4808314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4808344.500000 Penalty: 5242.749512
	Iteration 22Q: 3 clusters Score -4808344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4808355.500000 Penalty: 5242.749512
	Iteration 23Q: 3 clusters Score -4808356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4808364.500000 Penalty: 5242.749512
	Iteration 24Q: 3 clusters Score -4808364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4808373.000000 Penalty: 5242.749512
	Iteration 25Q: 3 clusters Score -4808373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4808371.500000 Penalty: 5242.749512
	Iteration 26Q: 3 clusters Score -4808372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4808375.000000 Penalty: 5242.749512
	Iteration 27Q: 3 clusters Score -4808375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4808388.500000 Penalty: 5242.749512
	Iteration 28Q: 3 clusters Score -4808388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4808389.500000 Penalty: 5242.749512
	Iteration 29Q: 3 clusters Score -4808390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4808395.000000 Penalty: 5242.749512
	Iteration 30Q: 3 clusters Score -4808395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4808392.000000 Penalty: 5242.749512
	Iteration 31Q: 3 clusters Score -4808392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4808397.000000 Penalty: 5242.749512
	Iteration 32Q: 3 clusters Score -4808397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4808398.000000 Penalty: 5242.749512
	Iteration 33Q: 3 clusters Score -4808398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4808398.500000 Penalty: 5242.749512
	Iteration 34Q: 3 clusters Score -4808398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4808398.500000 Penalty: 5242.749512
	Iteration 35F: 3 clusters Score -4808398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -234621.171875 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -234621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -231781.343750 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -231781.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -232468.656250 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -232468.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232721.531250 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -232721.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -232893.859375 Penalty: 3843.663818
	Iteration 3F: 3 clusters Score -232893.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233062.390625 Penalty: 3843.663818
	Iteration 4F: 3 clusters Score -233062.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -233261.718750 Penalty: 3843.663818
	Iteration 5F: 3 clusters Score -233261.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233414.562500 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -233414.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -233515.234375 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -233515.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233585.500000 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -233585.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -233636.906250 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -233636.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -233668.125000 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -233668.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233700.984375 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -233701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233736.234375 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -233736.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233760.437500 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -233760.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233783.843750 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -233783.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -233815.281250 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -233815.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233838.921875 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -233838.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -233856.421875 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -233856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233873.218750 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -233873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -233888.859375 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -233888.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233901.515625 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -233901.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233918.359375 Penalty: 3843.663818
	Iteration 21Q: 3 clusters Score -233918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -233929.109375 Penalty: 3843.663818
	Iteration 22Q: 3 clusters Score -233929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233940.625000 Penalty: 3843.663818
	Iteration 23Q: 3 clusters Score -233940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -233956.171875 Penalty: 3843.663818
	Iteration 24Q: 3 clusters Score -233956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233962.000000 Penalty: 3843.663818
	Iteration 25Q: 3 clusters Score -233962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233965.578125 Penalty: 3843.663818
	Iteration 26Q: 3 clusters Score -233965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233967.625000 Penalty: 3843.663818
	Iteration 27Q: 3 clusters Score -233967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233968.093750 Penalty: 3843.663818
	Iteration 28Q: 3 clusters Score -233968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233968.093750 Penalty: 3843.663818
	Iteration 29F: 3 clusters Score -233968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Entering Unmasked Estep 
Score: -4377473.000000 Penalty: 2594.090088
	Iteration 0F: 2 clusters Score -4377473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4353758.500000 Penalty: 5188.180176
	Iteration 0F: 3 clusters Score -4353758 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4362369.500000 Penalty: 5188.180176
	Iteration 1F: 3 clusters Score -4362370 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4363014.000000 Penalty: 5188.180176
	Iteration 2Q: 3 clusters Score -4363014 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4363754.000000 Penalty: 5188.180176
	Iteration 3Q: 3 clusters Score -4363754 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4364592.500000 Penalty: 5188.180176
	Iteration 4Q: 3 clusters Score -4364592 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4365452.500000 Penalty: 5188.180176
	Iteration 5F: 3 clusters Score -4365452 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4366380.500000 Penalty: 5188.180176
	Iteration 6Q: 3 clusters Score -4366380 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4367309.500000 Penalty: 5188.180176
	Iteration 7F: 3 clusters Score -4367310 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4368206.000000 Penalty: 5188.180176
	Iteration 8F: 3 clusters Score -4368206 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4368982.000000 Penalty: 5188.180176
	Iteration 9Q: 3 clusters Score -4368982 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4369737.000000 Penalty: 5188.180176
	Iteration 10Q: 3 clusters Score -4369737 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4370355.000000 Penalty: 5188.180176
	Iteration 11Q: 3 clusters Score -4370355 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4370825.500000 Penalty: 5188.180176
	Iteration 12Q: 3 clusters Score -4370826 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4371200.000000 Penalty: 5188.180176
	Iteration 13Q: 3 clusters Score -4371200 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4371441.000000 Penalty: 5188.180176
	Iteration 14Q: 3 clusters Score -4371441 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4371668.000000 Penalty: 5188.180176
	Iteration 15Q: 3 clusters Score -4371668 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4371861.500000 Penalty: 5188.180176
	Iteration 16Q: 3 clusters Score -4371862 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4372070.500000 Penalty: 5188.180176
	Iteration 17Q: 3 clusters Score -4372070 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4372273.000000 Penalty: 5188.180176
	Iteration 18Q: 3 clusters Score -4372273 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4372536.000000 Penalty: 5188.180176
	Iteration 19Q: 3 clusters Score -4372536 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4372859.000000 Penalty: 5188.180176
	Iteration 20F: 3 clusters Score -4372859 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4373216.500000 Penalty: 5188.180176
	Iteration 21Q: 3 clusters Score -4373216 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -4373627.000000 Penalty: 5188.180176
	Iteration 22Q: 3 clusters Score -4373627 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4374047.500000 Penalty: 5188.180176
	Iteration 23Q: 3 clusters Score -4374048 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4374408.500000 Penalty: 5188.180176
	Iteration 24Q: 3 clusters Score -4374408 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4374742.500000 Penalty: 5188.180176
	Iteration 25Q: 3 clusters Score -4374742 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4375058.000000 Penalty: 5188.180176
	Iteration 26Q: 3 clusters Score -4375058 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4375269.000000 Penalty: 5188.180176
	Iteration 27Q: 3 clusters Score -4375269 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4375461.000000 Penalty: 5188.180176
	Iteration 28Q: 3 clusters Score -4375461 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4375699.000000 Penalty: 5188.180176
	Iteration 29Q: 3 clusters Score -4375699 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4375835.500000 Penalty: 5188.180176
	Iteration 30Q: 3 clusters Score -4375836 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4375944.500000 Penalty: 5188.180176
	Iteration 31Q: 3 clusters Score -4375944 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4376038.000000 Penalty: 5188.180176
	Iteration 32Q: 3 clusters Score -4376038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4376108.500000 Penalty: 5188.180176
	Iteration 33Q: 3 clusters Score -4376108 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4376170.000000 Penalty: 5188.180176
	Iteration 34Q: 3 clusters Score -4376170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4376206.000000 Penalty: 5188.180176
	Iteration 35Q: 3 clusters Score -4376206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4376239.000000 Penalty: 5188.180176
	Iteration 36Q: 3 clusters Score -4376239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4376280.500000 Penalty: 5188.180176
	Iteration 37Q: 3 clusters Score -4376280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4376307.500000 Penalty: 5188.180176
	Iteration 38Q: 3 clusters Score -4376308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4376352.000000 Penalty: 5188.180176
	Iteration 39Q: 3 clusters Score -4376352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4376355.500000 Penalty: 5188.180176
	Iteration 40F: 3 clusters Score -4376356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4376371.500000 Penalty: 5188.180176
	Iteration 41Q: 3 clusters Score -4376372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4376392.000000 Penalty: 5188.180176
	Iteration 42Q: 3 clusters Score -4376392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4376399.000000 Penalty: 5188.180176
	Iteration 43Q: 3 clusters Score -4376399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4376405.000000 Penalty: 5188.180176
	Iteration 44Q: 3 clusters Score -4376405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4376416.000000 Penalty: 5188.180176
	Iteration 45Q: 3 clusters Score -4376416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4376427.000000 Penalty: 5188.180176
	Iteration 46Q: 3 clusters Score -4376427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4376435.500000 Penalty: 5188.180176
	Iteration 47Q: 3 clusters Score -4376436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4376444.500000 Penalty: 5188.180176
	Iteration 48Q: 3 clusters Score -4376444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4376444.000000 Penalty: 5188.180176
	Iteration 49Q: 3 clusters Score -4376444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4376450.500000 Penalty: 5188.180176
	Iteration 50Q: 3 clusters Score -4376450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4376452.500000 Penalty: 5188.180176
	Iteration 51Q: 3 clusters Score -4376452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4376460.000000 Penalty: 5188.180176
	Iteration 52Q: 3 clusters Score -4376460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4376458.500000 Penalty: 5188.180176
	Iteration 53Q: 3 clusters Score -4376458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4376462.500000 Penalty: 5188.180176
	Iteration 54Q: 3 clusters Score -4376462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4376467.500000 Penalty: 5188.180176
	Iteration 55Q: 3 clusters Score -4376468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4376473.500000 Penalty: 5188.180176
	Iteration 56Q: 3 clusters Score -4376474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4376477.500000 Penalty: 5188.180176
	Iteration 57Q: 3 clusters Score -4376478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4376480.500000 Penalty: 5188.180176
	Iteration 58Q: 3 clusters Score -4376480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4376480.000000 Penalty: 5188.180176
	Iteration 59Q: 3 clusters Score -4376480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4376485.500000 Penalty: 5188.180176
	Iteration 60F: 3 clusters Score -4376486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4376488.500000 Penalty: 5188.180176
	Iteration 61Q: 3 clusters Score -4376488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4376486.000000 Penalty: 5188.180176
	Iteration 62Q: 3 clusters Score -4376486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4376486.000000 Penalty: 5188.180176
	Iteration 63F: 3 clusters Score -4376486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -64529.832031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -64529.83 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 212 members 
Entering Unmasked Estep 
Score: -63162.722656 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -63162.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63412.718750 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -63412.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63610.914062 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -63610.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -63782.488281 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -63782.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -63851.777344 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -63851.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -63919.210938 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -63919.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63952.460938 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -63952.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63988.269531 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -63988.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -64012.675781 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -64012.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64017.773438 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -64017.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64043.136719 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -64043.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64072.093750 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -64072.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -64107.996094 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -64108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64174.332031 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -64174.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64228.183594 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -64228.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64258.636719 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -64258.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64265.667969 Penalty: 3019.040283
	Iteration 16F: 3 clusters Score -64265.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64283.324219 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -64283.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -64297.925781 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -64297.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64301.656250 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -64301.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64301.656250 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -64301.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -832138.437500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -832138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -826502.812500 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -826502.8 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -827879.687500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -827879.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -828113.812500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -828113.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -828305.687500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -828305.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -828453.812500 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -828453.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -828591.750000 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -828591.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -828720.687500 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -828720.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -828837.437500 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -828837.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -828959.062500 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -828959.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -829082.375000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -829082.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -829241.000000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -829241 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -829405.187500 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -829405.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -829586.687500 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -829586.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -829775.812500 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -829775.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -829956.375000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -829956.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -830105.062500 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -830105.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -830274.625000 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -830274.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -830488.875000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -830488.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -830772.312500 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -830772.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -831193.500000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -831193.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -831702.500000 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -831702.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -832293.812500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -832293.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -832722.625000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -832722.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -832922.062500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -832922.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -832977.000000 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -832977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -832994.437500 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -832994.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -833003.937500 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -833003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -833005.625000 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -833005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -833006.312500 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -833006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -833007.875000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -833007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -833011.125000 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -833011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -833010.937500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -833010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -833010.875000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -833010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -833011.937500 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -833011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -833013.750000 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -833013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -833013.750000 Penalty: 4375.139648
	Iteration 35F: 3 clusters Score -833013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17659 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13843 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3523 members 
Entering Unmasked Estep 
Score: -134500832.000000 Penalty: 241698.718750
Splitting cluster 15 changes total score from -134501088.000000 to -134500832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -329026.343750 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -329026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -325936.031250 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -325936 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -326540.750000 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -326540.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -326713.781250 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -326713.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -326817.500000 Penalty: 3919.633789
	Iteration 3F: 3 clusters Score -326817.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -326908.718750 Penalty: 3919.633789
	Iteration 4Q: 3 clusters Score -326908.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -326990.656250 Penalty: 3919.633789
	Iteration 5Q: 3 clusters Score -326990.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -327075.562500 Penalty: 3919.633789
	Iteration 6Q: 3 clusters Score -327075.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -327148.656250 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -327148.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -327211.187500 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -327211.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -327274.312500 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -327274.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -327318.031250 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -327318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -327361.562500 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -327361.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -327388.500000 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -327388.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -327408.312500 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -327408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -327417.593750 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -327417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -327424.281250 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -327424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -327427.937500 Penalty: 3919.633789
	Iteration 16Q: 3 clusters Score -327427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -327431.718750 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -327431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -327435.968750 Penalty: 3919.633789
	Iteration 18Q: 3 clusters Score -327436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -327438.968750 Penalty: 3919.633789
	Iteration 19Q: 3 clusters Score -327439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -327444.812500 Penalty: 3919.633789
	Iteration 20F: 3 clusters Score -327444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -327448.718750 Penalty: 3919.633789
	Iteration 21Q: 3 clusters Score -327448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -327453.781250 Penalty: 3919.633789
	Iteration 22Q: 3 clusters Score -327453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -327456.187500 Penalty: 3919.633789
	Iteration 23Q: 3 clusters Score -327456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -327458.156250 Penalty: 3919.633789
	Iteration 24Q: 3 clusters Score -327458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -327460.906250 Penalty: 3919.633789
	Iteration 25Q: 3 clusters Score -327460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -327464.281250 Penalty: 3919.633789
	Iteration 26Q: 3 clusters Score -327464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -327469.937500 Penalty: 3919.633789
	Iteration 27Q: 3 clusters Score -327469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -327474.437500 Penalty: 3919.633789
	Iteration 28Q: 3 clusters Score -327474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -327477.718750 Penalty: 3919.633789
	Iteration 29Q: 3 clusters Score -327477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -327478.093750 Penalty: 3919.633789
	Iteration 30Q: 3 clusters Score -327478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -327478.093750 Penalty: 3919.633789
	Iteration 31F: 3 clusters Score -327478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -897439.750000 Penalty: 2204.069336
	Iteration 0F: 2 clusters Score -897439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -891554.687500 Penalty: 4408.138672
	Iteration 0F: 3 clusters Score -891554.7 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -893144.875000 Penalty: 4408.138672
	Iteration 1F: 3 clusters Score -893144.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -893495.000000 Penalty: 4408.138672
	Iteration 2F: 3 clusters Score -893495 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -893760.312500 Penalty: 4408.138672
	Iteration 3F: 3 clusters Score -893760.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -893963.125000 Penalty: 4408.138672
	Iteration 4Q: 3 clusters Score -893963.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -894161.312500 Penalty: 4408.138672
	Iteration 5Q: 3 clusters Score -894161.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -894335.937500 Penalty: 4408.138672
	Iteration 6Q: 3 clusters Score -894335.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -894512.187500 Penalty: 4408.138672
	Iteration 7Q: 3 clusters Score -894512.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -894670.437500 Penalty: 4408.138672
	Iteration 8Q: 3 clusters Score -894670.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -894840.875000 Penalty: 4408.138672
	Iteration 9Q: 3 clusters Score -894840.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -894996.750000 Penalty: 4408.138672
	Iteration 10Q: 3 clusters Score -894996.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -895148.062500 Penalty: 4408.138672
	Iteration 11Q: 3 clusters Score -895148.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -895288.187500 Penalty: 4408.138672
	Iteration 12Q: 3 clusters Score -895288.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -895432.187500 Penalty: 4408.138672
	Iteration 13Q: 3 clusters Score -895432.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -895605.812500 Penalty: 4408.138672
	Iteration 14Q: 3 clusters Score -895605.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -895791.312500 Penalty: 4408.138672
	Iteration 15Q: 3 clusters Score -895791.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -895915.937500 Penalty: 4408.138672
	Iteration 16Q: 3 clusters Score -895915.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -896011.687500 Penalty: 4408.138672
	Iteration 17Q: 3 clusters Score -896011.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -896088.562500 Penalty: 4408.138672
	Iteration 18Q: 3 clusters Score -896088.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -896151.375000 Penalty: 4408.138672
	Iteration 19Q: 3 clusters Score -896151.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -896209.500000 Penalty: 4408.138672
	Iteration 20F: 3 clusters Score -896209.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -896248.875000 Penalty: 4408.138672
	Iteration 21Q: 3 clusters Score -896248.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -896299.625000 Penalty: 4408.138672
	Iteration 22Q: 3 clusters Score -896299.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -896338.437500 Penalty: 4408.138672
	Iteration 23Q: 3 clusters Score -896338.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -896380.562500 Penalty: 4408.138672
	Iteration 24Q: 3 clusters Score -896380.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -896408.750000 Penalty: 4408.138672
	Iteration 25Q: 3 clusters Score -896408.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -896424.937500 Penalty: 4408.138672
	Iteration 26Q: 3 clusters Score -896424.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -896435.062500 Penalty: 4408.138672
	Iteration 27Q: 3 clusters Score -896435.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -896444.000000 Penalty: 4408.138672
	Iteration 28Q: 3 clusters Score -896444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -896444.812500 Penalty: 4408.138672
	Iteration 29Q: 3 clusters Score -896444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -896445.625000 Penalty: 4408.138672
	Iteration 30Q: 3 clusters Score -896445.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -896449.937500 Penalty: 4408.138672
	Iteration 31Q: 3 clusters Score -896449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -896451.562500 Penalty: 4408.138672
	Iteration 32Q: 3 clusters Score -896451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -896453.312500 Penalty: 4408.138672
	Iteration 33Q: 3 clusters Score -896453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -896453.937500 Penalty: 4408.138672
	Iteration 34Q: 3 clusters Score -896453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -896452.687500 Penalty: 4408.138672
	Iteration 35Q: 3 clusters Score -896452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -896453.375000 Penalty: 4408.138672
	Iteration 36Q: 3 clusters Score -896453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -896452.875000 Penalty: 4408.138672
	Iteration 37Q: 3 clusters Score -896452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -896452.875000 Penalty: 4408.138672
	Iteration 38F: 3 clusters Score -896452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -784730.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -784730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -780355.500000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -780355.5 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -781445.875000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -781445.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -781688.187500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -781688.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -781838.937500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -781838.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -781956.000000 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -781956 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -782068.437500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -782068.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -782192.375000 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -782192.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -782345.437500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -782345.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -782538.937500 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -782538.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -782696.625000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -782696.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -782838.875000 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -782838.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -782957.437500 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -782957.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -783056.812500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -783056.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -783133.437500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -783133.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -783204.000000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -783204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -783260.312500 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -783260.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -783297.562500 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -783297.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -783328.937500 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -783328.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -783346.937500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -783346.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -783364.187500 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -783364.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -783378.125000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -783378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -783393.250000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -783393.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -783414.687500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -783414.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -783450.937500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -783450.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -783481.500000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -783481.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -783507.187500 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -783507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -783533.875000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -783533.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -783561.250000 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -783561.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -783601.750000 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -783601.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -783650.187500 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -783650.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -783679.812500 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -783679.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -783695.812500 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -783695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -783706.500000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -783706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -783714.562500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -783714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -783726.875000 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -783726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -783733.437500 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -783733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -783738.187500 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -783738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -783751.000000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -783751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -783762.250000 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -783762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -783767.875000 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -783767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -783773.812500 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -783773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -783775.125000 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -783775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -783775.250000 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -783775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -783779.750000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -783779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -783779.187500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -783779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -783782.687500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -783782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -783783.750000 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -783783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -783785.562500 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -783785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -783787.250000 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -783787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -783789.250000 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -783789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -783789.000000 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -783789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -783788.312500 Penalty: 4201.897949
	Iteration 51Q: 3 clusters Score -783788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -783788.312500 Penalty: 4201.897949
	Iteration 52F: 3 clusters Score -783788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Entering Unmasked Estep 
Score: -1504049.375000 Penalty: 2336.891357
	Iteration 0F: 2 clusters Score -1504049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1494901.250000 Penalty: 4673.782715
	Iteration 0F: 3 clusters Score -1494901 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1497734.625000 Penalty: 4673.782715
	Iteration 1F: 3 clusters Score -1497735 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1498285.250000 Penalty: 4673.782715
	Iteration 2F: 3 clusters Score -1498285 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1498922.875000 Penalty: 4673.782715
	Iteration 3F: 3 clusters Score -1498923 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1499596.750000 Penalty: 4673.782715
	Iteration 4F: 3 clusters Score -1499597 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1500169.000000 Penalty: 4673.782715
	Iteration 5F: 3 clusters Score -1500169 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1500645.125000 Penalty: 4673.782715
	Iteration 6F: 3 clusters Score -1500645 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1500961.625000 Penalty: 4673.782715
	Iteration 7Q: 3 clusters Score -1500962 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1501219.625000 Penalty: 4673.782715
	Iteration 8Q: 3 clusters Score -1501220 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1501375.375000 Penalty: 4673.782715
	Iteration 9Q: 3 clusters Score -1501375 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1501480.875000 Penalty: 4673.782715
	Iteration 10Q: 3 clusters Score -1501481 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1501574.125000 Penalty: 4673.782715
	Iteration 11Q: 3 clusters Score -1501574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1501639.875000 Penalty: 4673.782715
	Iteration 12Q: 3 clusters Score -1501640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1501702.250000 Penalty: 4673.782715
	Iteration 13Q: 3 clusters Score -1501702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1501770.750000 Penalty: 4673.782715
	Iteration 14Q: 3 clusters Score -1501771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1501839.250000 Penalty: 4673.782715
	Iteration 15Q: 3 clusters Score -1501839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1501904.125000 Penalty: 4673.782715
	Iteration 16Q: 3 clusters Score -1501904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1501986.500000 Penalty: 4673.782715
	Iteration 17Q: 3 clusters Score -1501986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1502057.125000 Penalty: 4673.782715
	Iteration 18Q: 3 clusters Score -1502057 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1502135.625000 Penalty: 4673.782715
	Iteration 19Q: 3 clusters Score -1502136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1502219.250000 Penalty: 4673.782715
	Iteration 20F: 3 clusters Score -1502219 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1502280.750000 Penalty: 4673.782715
	Iteration 21Q: 3 clusters Score -1502281 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1502333.125000 Penalty: 4673.782715
	Iteration 22Q: 3 clusters Score -1502333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1502373.500000 Penalty: 4673.782715
	Iteration 23Q: 3 clusters Score -1502374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1502416.750000 Penalty: 4673.782715
	Iteration 24Q: 3 clusters Score -1502417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1502446.625000 Penalty: 4673.782715
	Iteration 25Q: 3 clusters Score -1502447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1502464.875000 Penalty: 4673.782715
	Iteration 26Q: 3 clusters Score -1502465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1502487.875000 Penalty: 4673.782715
	Iteration 27Q: 3 clusters Score -1502488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1502496.500000 Penalty: 4673.782715
	Iteration 28Q: 3 clusters Score -1502496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1502507.625000 Penalty: 4673.782715
	Iteration 29Q: 3 clusters Score -1502508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1502510.750000 Penalty: 4673.782715
	Iteration 30Q: 3 clusters Score -1502511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1502512.625000 Penalty: 4673.782715
	Iteration 31Q: 3 clusters Score -1502513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1502516.625000 Penalty: 4673.782715
	Iteration 32Q: 3 clusters Score -1502517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1502520.375000 Penalty: 4673.782715
	Iteration 33Q: 3 clusters Score -1502520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1502521.000000 Penalty: 4673.782715
	Iteration 34Q: 3 clusters Score -1502521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1502522.750000 Penalty: 4673.782715
	Iteration 35Q: 3 clusters Score -1502523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1502529.750000 Penalty: 4673.782715
	Iteration 36Q: 3 clusters Score -1502530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1502531.875000 Penalty: 4673.782715
	Iteration 37Q: 3 clusters Score -1502532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1502536.250000 Penalty: 4673.782715
	Iteration 38Q: 3 clusters Score -1502536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1502537.250000 Penalty: 4673.782715
	Iteration 39Q: 3 clusters Score -1502537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1502538.250000 Penalty: 4673.782715
	Iteration 40F: 3 clusters Score -1502538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1502543.000000 Penalty: 4673.782715
	Iteration 41Q: 3 clusters Score -1502543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1502544.875000 Penalty: 4673.782715
	Iteration 42Q: 3 clusters Score -1502545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1502545.125000 Penalty: 4673.782715
	Iteration 43Q: 3 clusters Score -1502545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1502543.500000 Penalty: 4673.782715
	Iteration 44Q: 3 clusters Score -1502544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1502542.625000 Penalty: 4673.782715
	Iteration 45Q: 3 clusters Score -1502543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1502548.000000 Penalty: 4673.782715
	Iteration 46Q: 3 clusters Score -1502548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1502548.000000 Penalty: 4673.782715
	Iteration 47Q: 3 clusters Score -1502548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1502548.375000 Penalty: 4673.782715
	Iteration 48Q: 3 clusters Score -1502548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1502545.750000 Penalty: 4673.782715
	Iteration 49Q: 3 clusters Score -1502546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1502544.500000 Penalty: 4673.782715
	Iteration 50Q: 3 clusters Score -1502544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1502544.250000 Penalty: 4673.782715
	Iteration 51Q: 3 clusters Score -1502544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1502543.750000 Penalty: 4673.782715
	Iteration 52Q: 3 clusters Score -1502544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1502547.375000 Penalty: 4673.782715
	Iteration 53Q: 3 clusters Score -1502547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1502547.250000 Penalty: 4673.782715
	Iteration 54Q: 3 clusters Score -1502547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1502549.500000 Penalty: 4673.782715
	Iteration 55Q: 3 clusters Score -1502550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1502550.125000 Penalty: 4673.782715
	Iteration 56Q: 3 clusters Score -1502550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1502548.750000 Penalty: 4673.782715
	Iteration 57Q: 3 clusters Score -1502549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1502549.250000 Penalty: 4673.782715
	Iteration 58Q: 3 clusters Score -1502549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1502550.750000 Penalty: 4673.782715
	Iteration 59Q: 3 clusters Score -1502551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1502550.750000 Penalty: 4673.782715
	Iteration 60F: 3 clusters Score -1502551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -889929.500000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -889929.5 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 3671 members 
Entering Unmasked Estep 
Score: -883952.312500 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -883952.3 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -885784.375000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -885784.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -886195.687500 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -886195.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -886503.625000 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -886503.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -886791.562500 Penalty: 4415.280762
	Iteration 4F: 3 clusters Score -886791.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -887045.000000 Penalty: 4415.280762
	Iteration 5Q: 3 clusters Score -887045 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -887258.437500 Penalty: 4415.280762
	Iteration 6Q: 3 clusters Score -887258.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -887473.687500 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -887473.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -887645.187500 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -887645.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -887775.875000 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -887775.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -887882.687500 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -887882.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -887994.375000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -887994.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -888094.187500 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -888094.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -888158.875000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -888158.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -888211.750000 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -888211.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -888258.250000 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -888258.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -888299.375000 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -888299.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -888331.500000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -888331.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -888354.562500 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -888354.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -888370.187500 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -888370.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -888385.000000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -888385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -888398.437500 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -888398.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -888405.500000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -888405.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -888415.750000 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -888415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -888425.750000 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -888425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -888426.937500 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -888426.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -888433.937500 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -888433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -888436.125000 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -888436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -888444.250000 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -888444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -888450.875000 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -888450.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -888450.000000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -888450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -888455.812500 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -888455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -888457.812500 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -888457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -888460.437500 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -888460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -888463.125000 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -888463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -888462.937500 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -888462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -888462.375000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -888462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -888464.000000 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -888464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -888463.000000 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -888463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -888464.062500 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -888464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -888465.125000 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -888465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -888465.937500 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -888465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -888467.187500 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -888467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -888466.500000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -888466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -888466.500000 Penalty: 4415.280762
	Iteration 44F: 3 clusters Score -888466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -395071.500000 Penalty: 2006.951294
	Iteration 0F: 2 clusters Score -395071.5 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 1559 members 
Entering Unmasked Estep 
Score: -391663.812500 Penalty: 4013.902588
	Iteration 0F: 3 clusters Score -391663.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -392394.593750 Penalty: 4013.902588
	Iteration 1F: 3 clusters Score -392394.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -392601.781250 Penalty: 4013.902588
	Iteration 2F: 3 clusters Score -392601.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -392747.375000 Penalty: 4013.902588
	Iteration 3F: 3 clusters Score -392747.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -392873.781250 Penalty: 4013.902588
	Iteration 4Q: 3 clusters Score -392873.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -392989.656250 Penalty: 4013.902588
	Iteration 5Q: 3 clusters Score -392989.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -393107.187500 Penalty: 4013.902588
	Iteration 6Q: 3 clusters Score -393107.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -393205.343750 Penalty: 4013.902588
	Iteration 7Q: 3 clusters Score -393205.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -393299.718750 Penalty: 4013.902588
	Iteration 8Q: 3 clusters Score -393299.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -393379.812500 Penalty: 4013.902588
	Iteration 9Q: 3 clusters Score -393379.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -393453.156250 Penalty: 4013.902588
	Iteration 10Q: 3 clusters Score -393453.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -393540.500000 Penalty: 4013.902588
	Iteration 11Q: 3 clusters Score -393540.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -393620.875000 Penalty: 4013.902588
	Iteration 12Q: 3 clusters Score -393620.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -393677.687500 Penalty: 4013.902588
	Iteration 13Q: 3 clusters Score -393677.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -393730.062500 Penalty: 4013.902588
	Iteration 14Q: 3 clusters Score -393730.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -393763.875000 Penalty: 4013.902588
	Iteration 15Q: 3 clusters Score -393763.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -393795.218750 Penalty: 4013.902588
	Iteration 16Q: 3 clusters Score -393795.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -393823.906250 Penalty: 4013.902588
	Iteration 17Q: 3 clusters Score -393823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -393850.812500 Penalty: 4013.902588
	Iteration 18Q: 3 clusters Score -393850.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -393875.312500 Penalty: 4013.902588
	Iteration 19Q: 3 clusters Score -393875.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -393897.000000 Penalty: 4013.902588
	Iteration 20F: 3 clusters Score -393897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -393905.750000 Penalty: 4013.902588
	Iteration 21Q: 3 clusters Score -393905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -393915.062500 Penalty: 4013.902588
	Iteration 22Q: 3 clusters Score -393915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -393920.500000 Penalty: 4013.902588
	Iteration 23Q: 3 clusters Score -393920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -393924.593750 Penalty: 4013.902588
	Iteration 24Q: 3 clusters Score -393924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -393929.906250 Penalty: 4013.902588
	Iteration 25Q: 3 clusters Score -393929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -393933.718750 Penalty: 4013.902588
	Iteration 26Q: 3 clusters Score -393933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -393935.937500 Penalty: 4013.902588
	Iteration 27Q: 3 clusters Score -393935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -393937.250000 Penalty: 4013.902588
	Iteration 28Q: 3 clusters Score -393937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -393937.406250 Penalty: 4013.902588
	Iteration 29Q: 3 clusters Score -393937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -393938.531250 Penalty: 4013.902588
	Iteration 30Q: 3 clusters Score -393938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -393940.593750 Penalty: 4013.902588
	Iteration 31Q: 3 clusters Score -393940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -393942.406250 Penalty: 4013.902588
	Iteration 32Q: 3 clusters Score -393942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -393942.406250 Penalty: 4013.902588
	Iteration 33F: 3 clusters Score -393942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Entering Unmasked Estep 
Score: -8397198.000000 Penalty: 2757.245605
	Iteration 0F: 2 clusters Score -8397198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8352075.000000 Penalty: 5514.491211
	Iteration 0F: 3 clusters Score -8352075 nChanged 31380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8369616.500000 Penalty: 5514.491211
	Iteration 1F: 3 clusters Score -8369616 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8370609.000000 Penalty: 5514.491211
	Iteration 2Q: 3 clusters Score -8370609 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8371756.500000 Penalty: 5514.491211
	Iteration 3Q: 3 clusters Score -8371756 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8373419.000000 Penalty: 5514.491211
	Iteration 4F: 3 clusters Score -8373419 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -8375491.500000 Penalty: 5514.491211
	Iteration 5F: 3 clusters Score -8375492 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8378184.000000 Penalty: 5514.491211
	Iteration 6F: 3 clusters Score -8378184 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -8381013.500000 Penalty: 5514.491211
	Iteration 7F: 3 clusters Score -8381014 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -8383805.500000 Penalty: 5514.491211
	Iteration 8F: 3 clusters Score -8383806 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -8386489.500000 Penalty: 5514.491211
	Iteration 9F: 3 clusters Score -8386490 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -8388915.000000 Penalty: 5514.491211
	Iteration 10Q: 3 clusters Score -8388915 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -8391053.000000 Penalty: 5514.491211
	Iteration 11Q: 3 clusters Score -8391053 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8392497.000000 Penalty: 5514.491211
	Iteration 12Q: 3 clusters Score -8392497 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -8393528.000000 Penalty: 5514.491211
	Iteration 13Q: 3 clusters Score -8393528 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -8394126.000000 Penalty: 5514.491211
	Iteration 14Q: 3 clusters Score -8394126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -8394411.000000 Penalty: 5514.491211
	Iteration 15Q: 3 clusters Score -8394411 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -8394598.000000 Penalty: 5514.491211
	Iteration 16Q: 3 clusters Score -8394598 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8394720.000000 Penalty: 5514.491211
	Iteration 17Q: 3 clusters Score -8394720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -8394784.000000 Penalty: 5514.491211
	Iteration 18Q: 3 clusters Score -8394784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -8394812.000000 Penalty: 5514.491211
	Iteration 19Q: 3 clusters Score -8394812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -8394846.000000 Penalty: 5514.491211
	Iteration 20F: 3 clusters Score -8394846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -8394858.000000 Penalty: 5514.491211
	Iteration 21Q: 3 clusters Score -8394858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -8394877.000000 Penalty: 5514.491211
	Iteration 22Q: 3 clusters Score -8394877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -8394893.000000 Penalty: 5514.491211
	Iteration 23Q: 3 clusters Score -8394893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -8394887.000000 Penalty: 5514.491211
	Iteration 24Q: 3 clusters Score -8394887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8394890.000000 Penalty: 5514.491211
	Iteration 25Q: 3 clusters Score -8394890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -8394893.000000 Penalty: 5514.491211
	Iteration 26Q: 3 clusters Score -8394893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -8394889.000000 Penalty: 5514.491211
	Iteration 27Q: 3 clusters Score -8394889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8394892.000000 Penalty: 5514.491211
	Iteration 28Q: 3 clusters Score -8394892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -8394887.000000 Penalty: 5514.491211
	Iteration 29Q: 3 clusters Score -8394887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -8394885.000000 Penalty: 5514.491211
	Iteration 30Q: 3 clusters Score -8394885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -8394894.000000 Penalty: 5514.491211
	Iteration 31Q: 3 clusters Score -8394894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8394900.000000 Penalty: 5514.491211
	Iteration 32Q: 3 clusters Score -8394900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -8394910.000000 Penalty: 5514.491211
	Iteration 33Q: 3 clusters Score -8394910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -8394916.000000 Penalty: 5514.491211
	Iteration 34Q: 3 clusters Score -8394916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -8394923.000000 Penalty: 5514.491211
	Iteration 35Q: 3 clusters Score -8394923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8394922.000000 Penalty: 5514.491211
	Iteration 36Q: 3 clusters Score -8394922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8394930.000000 Penalty: 5514.491211
	Iteration 37Q: 3 clusters Score -8394930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8394927.000000 Penalty: 5514.491211
	Iteration 38Q: 3 clusters Score -8394927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8394927.000000 Penalty: 5514.491211
	Iteration 39F: 3 clusters Score -8394927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Entering Unmasked Estep 
Score: -1818856.750000 Penalty: 2379.050537
	Iteration 0F: 2 clusters Score -1818857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1808163.500000 Penalty: 4758.101074
	Iteration 0F: 3 clusters Score -1808164 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1811578.375000 Penalty: 4758.101074
	Iteration 1F: 3 clusters Score -1811578 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1812158.375000 Penalty: 4758.101074
	Iteration 2F: 3 clusters Score -1812158 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1812732.625000 Penalty: 4758.101074
	Iteration 3F: 3 clusters Score -1812733 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1813251.750000 Penalty: 4758.101074
	Iteration 4F: 3 clusters Score -1813252 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1813771.750000 Penalty: 4758.101074
	Iteration 5F: 3 clusters Score -1813772 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1814311.625000 Penalty: 4758.101074
	Iteration 6F: 3 clusters Score -1814312 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1814908.000000 Penalty: 4758.101074
	Iteration 7F: 3 clusters Score -1814908 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1815484.125000 Penalty: 4758.101074
	Iteration 8Q: 3 clusters Score -1815484 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1816070.375000 Penalty: 4758.101074
	Iteration 9Q: 3 clusters Score -1816070 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1816527.750000 Penalty: 4758.101074
	Iteration 10Q: 3 clusters Score -1816528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1816842.500000 Penalty: 4758.101074
	Iteration 11Q: 3 clusters Score -1816842 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1817066.750000 Penalty: 4758.101074
	Iteration 12Q: 3 clusters Score -1817067 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1817205.750000 Penalty: 4758.101074
	Iteration 13Q: 3 clusters Score -1817206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1817305.250000 Penalty: 4758.101074
	Iteration 14Q: 3 clusters Score -1817305 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1817371.500000 Penalty: 4758.101074
	Iteration 15Q: 3 clusters Score -1817372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1817412.500000 Penalty: 4758.101074
	Iteration 16Q: 3 clusters Score -1817412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1817459.750000 Penalty: 4758.101074
	Iteration 17Q: 3 clusters Score -1817460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1817486.250000 Penalty: 4758.101074
	Iteration 18Q: 3 clusters Score -1817486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1817521.125000 Penalty: 4758.101074
	Iteration 19Q: 3 clusters Score -1817521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1817560.750000 Penalty: 4758.101074
	Iteration 20F: 3 clusters Score -1817561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1817591.625000 Penalty: 4758.101074
	Iteration 21Q: 3 clusters Score -1817592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1817631.375000 Penalty: 4758.101074
	Iteration 22Q: 3 clusters Score -1817631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1817671.750000 Penalty: 4758.101074
	Iteration 23Q: 3 clusters Score -1817672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1817693.500000 Penalty: 4758.101074
	Iteration 24Q: 3 clusters Score -1817694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1817703.375000 Penalty: 4758.101074
	Iteration 25Q: 3 clusters Score -1817703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1817709.000000 Penalty: 4758.101074
	Iteration 26Q: 3 clusters Score -1817709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1817721.750000 Penalty: 4758.101074
	Iteration 27Q: 3 clusters Score -1817722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1817721.125000 Penalty: 4758.101074
	Iteration 28Q: 3 clusters Score -1817721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1817721.250000 Penalty: 4758.101074
	Iteration 29Q: 3 clusters Score -1817721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1817726.875000 Penalty: 4758.101074
	Iteration 30Q: 3 clusters Score -1817727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1817732.375000 Penalty: 4758.101074
	Iteration 31Q: 3 clusters Score -1817732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1817733.625000 Penalty: 4758.101074
	Iteration 32Q: 3 clusters Score -1817734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1817736.000000 Penalty: 4758.101074
	Iteration 33Q: 3 clusters Score -1817736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1817737.750000 Penalty: 4758.101074
	Iteration 34Q: 3 clusters Score -1817738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1817736.625000 Penalty: 4758.101074
	Iteration 35Q: 3 clusters Score -1817737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1817738.000000 Penalty: 4758.101074
	Iteration 36Q: 3 clusters Score -1817738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1817738.000000 Penalty: 4758.101074
	Iteration 37F: 3 clusters Score -1817738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Entering Unmasked Estep 
Score: -4913915.000000 Penalty: 2625.240967
	Iteration 0F: 2 clusters Score -4913915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4887294.500000 Penalty: 5250.481934
	Iteration 0F: 3 clusters Score -4887294 nChanged 17962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4897097.000000 Penalty: 5250.481934
	Iteration 1F: 3 clusters Score -4897097 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4897765.000000 Penalty: 5250.481934
	Iteration 2Q: 3 clusters Score -4897765 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4898513.500000 Penalty: 5250.481934
	Iteration 3Q: 3 clusters Score -4898514 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4899463.500000 Penalty: 5250.481934
	Iteration 4Q: 3 clusters Score -4899464 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4900669.500000 Penalty: 5250.481934
	Iteration 5F: 3 clusters Score -4900670 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4902254.500000 Penalty: 5250.481934
	Iteration 6F: 3 clusters Score -4902254 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4904026.500000 Penalty: 5250.481934
	Iteration 7F: 3 clusters Score -4904026 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4905633.000000 Penalty: 5250.481934
	Iteration 8F: 3 clusters Score -4905633 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4906841.500000 Penalty: 5250.481934
	Iteration 9F: 3 clusters Score -4906842 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4907679.500000 Penalty: 5250.481934
	Iteration 10Q: 3 clusters Score -4907680 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4908134.500000 Penalty: 5250.481934
	Iteration 11Q: 3 clusters Score -4908134 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4908461.000000 Penalty: 5250.481934
	Iteration 12Q: 3 clusters Score -4908461 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4908673.000000 Penalty: 5250.481934
	Iteration 13Q: 3 clusters Score -4908673 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4908875.500000 Penalty: 5250.481934
	Iteration 14Q: 3 clusters Score -4908876 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4909040.500000 Penalty: 5250.481934
	Iteration 15Q: 3 clusters Score -4909040 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4909216.000000 Penalty: 5250.481934
	Iteration 16Q: 3 clusters Score -4909216 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4909371.500000 Penalty: 5250.481934
	Iteration 17Q: 3 clusters Score -4909372 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4909590.000000 Penalty: 5250.481934
	Iteration 18Q: 3 clusters Score -4909590 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4909837.000000 Penalty: 5250.481934
	Iteration 19Q: 3 clusters Score -4909837 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4910097.500000 Penalty: 5250.481934
	Iteration 20F: 3 clusters Score -4910098 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4910355.000000 Penalty: 5250.481934
	Iteration 21Q: 3 clusters Score -4910355 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4910555.000000 Penalty: 5250.481934
	Iteration 22Q: 3 clusters Score -4910555 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4910777.000000 Penalty: 5250.481934
	Iteration 23Q: 3 clusters Score -4910777 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4910956.500000 Penalty: 5250.481934
	Iteration 24Q: 3 clusters Score -4910956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4911114.500000 Penalty: 5250.481934
	Iteration 25Q: 3 clusters Score -4911114 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4911287.500000 Penalty: 5250.481934
	Iteration 26Q: 3 clusters Score -4911288 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4911438.000000 Penalty: 5250.481934
	Iteration 27Q: 3 clusters Score -4911438 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4911585.000000 Penalty: 5250.481934
	Iteration 28Q: 3 clusters Score -4911585 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4911721.000000 Penalty: 5250.481934
	Iteration 29Q: 3 clusters Score -4911721 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4911860.000000 Penalty: 5250.481934
	Iteration 30Q: 3 clusters Score -4911860 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4911986.500000 Penalty: 5250.481934
	Iteration 31Q: 3 clusters Score -4911986 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4912110.000000 Penalty: 5250.481934
	Iteration 32Q: 3 clusters Score -4912110 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4912251.000000 Penalty: 5250.481934
	Iteration 33Q: 3 clusters Score -4912251 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4912372.000000 Penalty: 5250.481934
	Iteration 34Q: 3 clusters Score -4912372 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4912471.000000 Penalty: 5250.481934
	Iteration 35Q: 3 clusters Score -4912471 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4912563.500000 Penalty: 5250.481934
	Iteration 36Q: 3 clusters Score -4912564 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4912630.000000 Penalty: 5250.481934
	Iteration 37Q: 3 clusters Score -4912630 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4912691.500000 Penalty: 5250.481934
	Iteration 38Q: 3 clusters Score -4912692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4912781.500000 Penalty: 5250.481934
	Iteration 39Q: 3 clusters Score -4912782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4912857.000000 Penalty: 5250.481934
	Iteration 40F: 3 clusters Score -4912857 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4912889.000000 Penalty: 5250.481934
	Iteration 41Q: 3 clusters Score -4912889 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4912949.500000 Penalty: 5250.481934
	Iteration 42Q: 3 clusters Score -4912950 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4912980.500000 Penalty: 5250.481934
	Iteration 43Q: 3 clusters Score -4912980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4913009.500000 Penalty: 5250.481934
	Iteration 44Q: 3 clusters Score -4913010 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4913046.000000 Penalty: 5250.481934
	Iteration 45Q: 3 clusters Score -4913046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4913072.500000 Penalty: 5250.481934
	Iteration 46Q: 3 clusters Score -4913072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4913096.500000 Penalty: 5250.481934
	Iteration 47Q: 3 clusters Score -4913096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4913111.500000 Penalty: 5250.481934
	Iteration 48Q: 3 clusters Score -4913112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4913131.500000 Penalty: 5250.481934
	Iteration 49Q: 3 clusters Score -4913132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4913157.500000 Penalty: 5250.481934
	Iteration 50Q: 3 clusters Score -4913158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4913182.000000 Penalty: 5250.481934
	Iteration 51Q: 3 clusters Score -4913182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4913199.500000 Penalty: 5250.481934
	Iteration 52Q: 3 clusters Score -4913200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4913197.500000 Penalty: 5250.481934
	Iteration 53Q: 3 clusters Score -4913198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4913196.500000 Penalty: 5250.481934
	Iteration 54Q: 3 clusters Score -4913196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4913210.000000 Penalty: 5250.481934
	Iteration 55Q: 3 clusters Score -4913210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4913210.500000 Penalty: 5250.481934
	Iteration 56Q: 3 clusters Score -4913210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4913207.500000 Penalty: 5250.481934
	Iteration 57Q: 3 clusters Score -4913208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4913222.000000 Penalty: 5250.481934
	Iteration 58Q: 3 clusters Score -4913222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4913225.500000 Penalty: 5250.481934
	Iteration 59Q: 3 clusters Score -4913226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4913220.000000 Penalty: 5250.481934
	Iteration 60F: 3 clusters Score -4913220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4913225.000000 Penalty: 5250.481934
	Iteration 61Q: 3 clusters Score -4913225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4913229.500000 Penalty: 5250.481934
	Iteration 62Q: 3 clusters Score -4913230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4913226.500000 Penalty: 5250.481934
	Iteration 63Q: 3 clusters Score -4913226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4913226.000000 Penalty: 5250.481934
	Iteration 64Q: 3 clusters Score -4913226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4913216.500000 Penalty: 5250.481934
	Iteration 65Q: 3 clusters Score -4913216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4913222.000000 Penalty: 5250.481934
	Iteration 66Q: 3 clusters Score -4913222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4913232.500000 Penalty: 5250.481934
	Iteration 67Q: 3 clusters Score -4913232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4913220.500000 Penalty: 5250.481934
	Iteration 68Q: 3 clusters Score -4913220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4913227.000000 Penalty: 5250.481934
	Iteration 69Q: 3 clusters Score -4913227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4913235.000000 Penalty: 5250.481934
	Iteration 70Q: 3 clusters Score -4913235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4913236.500000 Penalty: 5250.481934
	Iteration 71Q: 3 clusters Score -4913236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4913244.000000 Penalty: 5250.481934
	Iteration 72Q: 3 clusters Score -4913244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4913236.000000 Penalty: 5250.481934
	Iteration 73Q: 3 clusters Score -4913236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4913234.500000 Penalty: 5250.481934
	Iteration 74Q: 3 clusters Score -4913234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4913232.000000 Penalty: 5250.481934
	Iteration 75Q: 3 clusters Score -4913232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4913234.000000 Penalty: 5250.481934
	Iteration 76Q: 3 clusters Score -4913234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4913243.500000 Penalty: 5250.481934
	Iteration 77Q: 3 clusters Score -4913244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4913239.500000 Penalty: 5250.481934
	Iteration 78Q: 3 clusters Score -4913240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4913238.000000 Penalty: 5250.481934
	Iteration 79Q: 3 clusters Score -4913238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4913240.500000 Penalty: 5250.481934
	Iteration 80F: 3 clusters Score -4913240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4913236.500000 Penalty: 5250.481934
	Iteration 81Q: 3 clusters Score -4913236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4913240.500000 Penalty: 5250.481934
	Iteration 82Q: 3 clusters Score -4913240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4913237.000000 Penalty: 5250.481934
	Iteration 83Q: 3 clusters Score -4913237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4913231.500000 Penalty: 5250.481934
	Iteration 84Q: 3 clusters Score -4913232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4913233.500000 Penalty: 5250.481934
	Iteration 85Q: 3 clusters Score -4913234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4913239.000000 Penalty: 5250.481934
	Iteration 86Q: 3 clusters Score -4913239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4913233.000000 Penalty: 5250.481934
	Iteration 87Q: 3 clusters Score -4913233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4913238.500000 Penalty: 5250.481934
	Iteration 88Q: 3 clusters Score -4913238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4913241.000000 Penalty: 5250.481934
	Iteration 89Q: 3 clusters Score -4913241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4913233.500000 Penalty: 5250.481934
	Iteration 90Q: 3 clusters Score -4913234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4913238.500000 Penalty: 5250.481934
	Iteration 91Q: 3 clusters Score -4913238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4913245.500000 Penalty: 5250.481934
	Iteration 92Q: 3 clusters Score -4913246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4913245.500000 Penalty: 5250.481934
	Iteration 93Q: 3 clusters Score -4913246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4913252.000000 Penalty: 5250.481934
	Iteration 94Q: 3 clusters Score -4913252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4913254.000000 Penalty: 5250.481934
	Iteration 95Q: 3 clusters Score -4913254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4913247.000000 Penalty: 5250.481934
	Iteration 96Q: 3 clusters Score -4913247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4913248.500000 Penalty: 5250.481934
	Iteration 97Q: 3 clusters Score -4913248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4913244.000000 Penalty: 5250.481934
	Iteration 98Q: 3 clusters Score -4913244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4913243.000000 Penalty: 5250.481934
	Iteration 99Q: 3 clusters Score -4913243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4913244.000000 Penalty: 5250.481934
	Iteration 100F: 3 clusters Score -4913244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4913241.500000 Penalty: 5250.481934
	Iteration 101Q: 3 clusters Score -4913242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4913244.000000 Penalty: 5250.481934
	Iteration 102Q: 3 clusters Score -4913244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4913241.500000 Penalty: 5250.481934
	Iteration 103Q: 3 clusters Score -4913242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4913241.500000 Penalty: 5250.481934
	Iteration 104F: 3 clusters Score -4913242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Entering Unmasked Estep 
Score: -1166517.375000 Penalty: 2294.890625
	Iteration 0F: 2 clusters Score -1166517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1158492.250000 Penalty: 4589.781250
	Iteration 0F: 3 clusters Score -1158492 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1160981.000000 Penalty: 4589.781250
	Iteration 1F: 3 clusters Score -1160981 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1161409.875000 Penalty: 4589.781250
	Iteration 2F: 3 clusters Score -1161410 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1161802.500000 Penalty: 4589.781250
	Iteration 3F: 3 clusters Score -1161802 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1162148.000000 Penalty: 4589.781250
	Iteration 4F: 3 clusters Score -1162148 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1162451.125000 Penalty: 4589.781250
	Iteration 5Q: 3 clusters Score -1162451 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1162700.875000 Penalty: 4589.781250
	Iteration 6Q: 3 clusters Score -1162701 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1162915.875000 Penalty: 4589.781250
	Iteration 7Q: 3 clusters Score -1162916 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1163116.625000 Penalty: 4589.781250
	Iteration 8Q: 3 clusters Score -1163117 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1163295.750000 Penalty: 4589.781250
	Iteration 9Q: 3 clusters Score -1163296 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1163490.500000 Penalty: 4589.781250
	Iteration 10Q: 3 clusters Score -1163490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1163710.875000 Penalty: 4589.781250
	Iteration 11Q: 3 clusters Score -1163711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1163924.375000 Penalty: 4589.781250
	Iteration 12Q: 3 clusters Score -1163924 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1164099.625000 Penalty: 4589.781250
	Iteration 13Q: 3 clusters Score -1164100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1164226.000000 Penalty: 4589.781250
	Iteration 14Q: 3 clusters Score -1164226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1164316.250000 Penalty: 4589.781250
	Iteration 15Q: 3 clusters Score -1164316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1164385.250000 Penalty: 4589.781250
	Iteration 16Q: 3 clusters Score -1164385 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1164441.000000 Penalty: 4589.781250
	Iteration 17Q: 3 clusters Score -1164441 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1164487.875000 Penalty: 4589.781250
	Iteration 18Q: 3 clusters Score -1164488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1164521.625000 Penalty: 4589.781250
	Iteration 19Q: 3 clusters Score -1164522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1164551.750000 Penalty: 4589.781250
	Iteration 20F: 3 clusters Score -1164552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1164571.875000 Penalty: 4589.781250
	Iteration 21Q: 3 clusters Score -1164572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1164597.000000 Penalty: 4589.781250
	Iteration 22Q: 3 clusters Score -1164597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1164608.250000 Penalty: 4589.781250
	Iteration 23Q: 3 clusters Score -1164608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1164622.250000 Penalty: 4589.781250
	Iteration 24Q: 3 clusters Score -1164622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1164631.625000 Penalty: 4589.781250
	Iteration 25Q: 3 clusters Score -1164632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1164641.375000 Penalty: 4589.781250
	Iteration 26Q: 3 clusters Score -1164641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1164660.625000 Penalty: 4589.781250
	Iteration 27Q: 3 clusters Score -1164661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1164679.625000 Penalty: 4589.781250
	Iteration 28Q: 3 clusters Score -1164680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1164700.250000 Penalty: 4589.781250
	Iteration 29Q: 3 clusters Score -1164700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1164718.500000 Penalty: 4589.781250
	Iteration 30Q: 3 clusters Score -1164718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1164736.000000 Penalty: 4589.781250
	Iteration 31Q: 3 clusters Score -1164736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1164753.250000 Penalty: 4589.781250
	Iteration 32Q: 3 clusters Score -1164753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1164766.625000 Penalty: 4589.781250
	Iteration 33Q: 3 clusters Score -1164767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1164785.250000 Penalty: 4589.781250
	Iteration 34Q: 3 clusters Score -1164785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1164807.125000 Penalty: 4589.781250
	Iteration 35Q: 3 clusters Score -1164807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1164830.375000 Penalty: 4589.781250
	Iteration 36Q: 3 clusters Score -1164830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1164882.250000 Penalty: 4589.781250
	Iteration 37Q: 3 clusters Score -1164882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1164934.750000 Penalty: 4589.781250
	Iteration 38Q: 3 clusters Score -1164935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1164971.750000 Penalty: 4589.781250
	Iteration 39Q: 3 clusters Score -1164972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1165013.625000 Penalty: 4589.781250
	Iteration 40F: 3 clusters Score -1165014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1165049.750000 Penalty: 4589.781250
	Iteration 41Q: 3 clusters Score -1165050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1165074.625000 Penalty: 4589.781250
	Iteration 42Q: 3 clusters Score -1165075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1165095.875000 Penalty: 4589.781250
	Iteration 43Q: 3 clusters Score -1165096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1165113.875000 Penalty: 4589.781250
	Iteration 44Q: 3 clusters Score -1165114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1165137.375000 Penalty: 4589.781250
	Iteration 45Q: 3 clusters Score -1165137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1165154.375000 Penalty: 4589.781250
	Iteration 46Q: 3 clusters Score -1165154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1165171.750000 Penalty: 4589.781250
	Iteration 47Q: 3 clusters Score -1165172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1165187.125000 Penalty: 4589.781250
	Iteration 48Q: 3 clusters Score -1165187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1165194.625000 Penalty: 4589.781250
	Iteration 49Q: 3 clusters Score -1165195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1165207.625000 Penalty: 4589.781250
	Iteration 50Q: 3 clusters Score -1165208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1165218.750000 Penalty: 4589.781250
	Iteration 51Q: 3 clusters Score -1165219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1165232.625000 Penalty: 4589.781250
	Iteration 52Q: 3 clusters Score -1165233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1165243.250000 Penalty: 4589.781250
	Iteration 53Q: 3 clusters Score -1165243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1165251.625000 Penalty: 4589.781250
	Iteration 54Q: 3 clusters Score -1165252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1165262.875000 Penalty: 4589.781250
	Iteration 55Q: 3 clusters Score -1165263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1165271.875000 Penalty: 4589.781250
	Iteration 56Q: 3 clusters Score -1165272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1165279.500000 Penalty: 4589.781250
	Iteration 57Q: 3 clusters Score -1165280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1165288.000000 Penalty: 4589.781250
	Iteration 58Q: 3 clusters Score -1165288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1165289.375000 Penalty: 4589.781250
	Iteration 59Q: 3 clusters Score -1165289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1165292.250000 Penalty: 4589.781250
	Iteration 60F: 3 clusters Score -1165292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1165290.500000 Penalty: 4589.781250
	Iteration 61Q: 3 clusters Score -1165290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1165294.500000 Penalty: 4589.781250
	Iteration 62Q: 3 clusters Score -1165294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1165295.750000 Penalty: 4589.781250
	Iteration 63Q: 3 clusters Score -1165296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1165297.625000 Penalty: 4589.781250
	Iteration 64Q: 3 clusters Score -1165298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1165298.250000 Penalty: 4589.781250
	Iteration 65Q: 3 clusters Score -1165298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1165297.875000 Penalty: 4589.781250
	Iteration 66Q: 3 clusters Score -1165298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1165303.125000 Penalty: 4589.781250
	Iteration 67Q: 3 clusters Score -1165303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1165300.625000 Penalty: 4589.781250
	Iteration 68Q: 3 clusters Score -1165301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1165305.250000 Penalty: 4589.781250
	Iteration 69Q: 3 clusters Score -1165305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1165305.750000 Penalty: 4589.781250
	Iteration 70Q: 3 clusters Score -1165306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1165307.000000 Penalty: 4589.781250
	Iteration 71Q: 3 clusters Score -1165307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1165306.375000 Penalty: 4589.781250
	Iteration 72Q: 3 clusters Score -1165306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1165307.625000 Penalty: 4589.781250
	Iteration 73Q: 3 clusters Score -1165308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1165309.125000 Penalty: 4589.781250
	Iteration 74Q: 3 clusters Score -1165309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1165310.125000 Penalty: 4589.781250
	Iteration 75Q: 3 clusters Score -1165310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1165309.250000 Penalty: 4589.781250
	Iteration 76Q: 3 clusters Score -1165309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1165309.250000 Penalty: 4589.781250
	Iteration 77F: 3 clusters Score -1165309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -141584.265625 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -141584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139507.453125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -139507.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139826.953125 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -139827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139919.796875 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -139919.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139958.031250 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -139958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139989.796875 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -139989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140004.343750 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -140004.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -140018.015625 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -140018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140027.718750 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -140027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140037.546875 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -140037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140045.750000 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -140045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140049.156250 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -140049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140059.218750 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -140059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140071.546875 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -140071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140076.968750 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -140077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140080.734375 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -140080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -140081.328125 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -140081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -140081.328125 Penalty: 3500.290283
	Iteration 16F: 3 clusters Score -140081.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (108280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Entering Unmasked Estep 
Score: -13615037.000000 Penalty: 2874.934082
	Iteration 0F: 2 clusters Score -1.361504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -13542705.000000 Penalty: 5749.868164
	Iteration 0F: 3 clusters Score -1.35427e+07 nChanged 51223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -13572313.000000 Penalty: 5749.868164
	Iteration 1F: 3 clusters Score -1.357231e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -13573130.000000 Penalty: 5749.868164
	Iteration 2Q: 3 clusters Score -1.357313e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -13574007.000000 Penalty: 5749.868164
	Iteration 3Q: 3 clusters Score -1.357401e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -13575206.000000 Penalty: 5749.868164
	Iteration 4Q: 3 clusters Score -1.357521e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -13577081.000000 Penalty: 5749.868164
	Iteration 5Q: 3 clusters Score -1.357708e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -13579940.000000 Penalty: 5749.868164
	Iteration 6F: 3 clusters Score -1.357994e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -13584075.000000 Penalty: 5749.868164
	Iteration 7F: 3 clusters Score -1.358408e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -13589631.000000 Penalty: 5749.868164
	Iteration 8F: 3 clusters Score -1.358963e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -13596040.000000 Penalty: 5749.868164
	Iteration 9F: 3 clusters Score -1.359604e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -13601957.000000 Penalty: 5749.868164
	Iteration 10F: 3 clusters Score -1.360196e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -13606834.000000 Penalty: 5749.868164
	Iteration 11Q: 3 clusters Score -1.360683e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105382 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13609913.000000 Penalty: 5749.868164
	Iteration 12Q: 3 clusters Score -1.360991e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13611540.000000 Penalty: 5749.868164
	Iteration 13Q: 3 clusters Score -1.361154e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13612129.000000 Penalty: 5749.868164
	Iteration 14Q: 3 clusters Score -1.361213e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13612371.000000 Penalty: 5749.868164
	Iteration 15Q: 3 clusters Score -1.361237e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13612512.000000 Penalty: 5749.868164
	Iteration 16Q: 3 clusters Score -1.361251e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13612555.000000 Penalty: 5749.868164
	Iteration 17Q: 3 clusters Score -1.361256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13612578.000000 Penalty: 5749.868164
	Iteration 18Q: 3 clusters Score -1.361258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13612611.000000 Penalty: 5749.868164
	Iteration 19Q: 3 clusters Score -1.361261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13612628.000000 Penalty: 5749.868164
	Iteration 20F: 3 clusters Score -1.361263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13612648.000000 Penalty: 5749.868164
	Iteration 21Q: 3 clusters Score -1.361265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13612646.000000 Penalty: 5749.868164
	Iteration 22Q: 3 clusters Score -1.361265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13612642.000000 Penalty: 5749.868164
	Iteration 23Q: 3 clusters Score -1.361264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13612650.000000 Penalty: 5749.868164
	Iteration 24Q: 3 clusters Score -1.361265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13612663.000000 Penalty: 5749.868164
	Iteration 25Q: 3 clusters Score -1.361266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13612662.000000 Penalty: 5749.868164
	Iteration 26Q: 3 clusters Score -1.361266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13612671.000000 Penalty: 5749.868164
	Iteration 27Q: 3 clusters Score -1.361267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13612673.000000 Penalty: 5749.868164
	Iteration 28Q: 3 clusters Score -1.361267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13612674.000000 Penalty: 5749.868164
	Iteration 29Q: 3 clusters Score -1.361267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13612666.000000 Penalty: 5749.868164
	Iteration 30Q: 3 clusters Score -1.361267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13612672.000000 Penalty: 5749.868164
	Iteration 31Q: 3 clusters Score -1.361267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13612672.000000 Penalty: 5749.868164
	Iteration 32F: 3 clusters Score -1.361267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Entering Unmasked Estep 
Score: -1352756.000000 Penalty: 2304.076172
	Iteration 0F: 2 clusters Score -1352756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1344540.000000 Penalty: 4608.152344
	Iteration 0F: 3 clusters Score -1344540 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1346994.375000 Penalty: 4608.152344
	Iteration 1F: 3 clusters Score -1346994 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1347275.250000 Penalty: 4608.152344
	Iteration 2F: 3 clusters Score -1347275 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1347515.000000 Penalty: 4608.152344
	Iteration 3Q: 3 clusters Score -1347515 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1347762.000000 Penalty: 4608.152344
	Iteration 4Q: 3 clusters Score -1347762 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1348035.125000 Penalty: 4608.152344
	Iteration 5Q: 3 clusters Score -1348035 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1348361.000000 Penalty: 4608.152344
	Iteration 6Q: 3 clusters Score -1348361 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1348718.250000 Penalty: 4608.152344
	Iteration 7F: 3 clusters Score -1348718 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1349113.875000 Penalty: 4608.152344
	Iteration 8F: 3 clusters Score -1349114 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1349529.875000 Penalty: 4608.152344
	Iteration 9F: 3 clusters Score -1349530 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1349888.750000 Penalty: 4608.152344
	Iteration 10Q: 3 clusters Score -1349889 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1350165.250000 Penalty: 4608.152344
	Iteration 11Q: 3 clusters Score -1350165 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1350344.750000 Penalty: 4608.152344
	Iteration 12Q: 3 clusters Score -1350345 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1350485.000000 Penalty: 4608.152344
	Iteration 13Q: 3 clusters Score -1350485 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1350567.875000 Penalty: 4608.152344
	Iteration 14Q: 3 clusters Score -1350568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1350616.125000 Penalty: 4608.152344
	Iteration 15Q: 3 clusters Score -1350616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1350655.250000 Penalty: 4608.152344
	Iteration 16Q: 3 clusters Score -1350655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1350685.250000 Penalty: 4608.152344
	Iteration 17Q: 3 clusters Score -1350685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1350704.250000 Penalty: 4608.152344
	Iteration 18Q: 3 clusters Score -1350704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1350720.750000 Penalty: 4608.152344
	Iteration 19Q: 3 clusters Score -1350721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1350726.250000 Penalty: 4608.152344
	Iteration 20F: 3 clusters Score -1350726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1350735.250000 Penalty: 4608.152344
	Iteration 21Q: 3 clusters Score -1350735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1350744.375000 Penalty: 4608.152344
	Iteration 22Q: 3 clusters Score -1350744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1350751.000000 Penalty: 4608.152344
	Iteration 23Q: 3 clusters Score -1350751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1350755.625000 Penalty: 4608.152344
	Iteration 24Q: 3 clusters Score -1350756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1350763.000000 Penalty: 4608.152344
	Iteration 25Q: 3 clusters Score -1350763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1350767.250000 Penalty: 4608.152344
	Iteration 26Q: 3 clusters Score -1350767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1350769.875000 Penalty: 4608.152344
	Iteration 27Q: 3 clusters Score -1350770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1350776.500000 Penalty: 4608.152344
	Iteration 28Q: 3 clusters Score -1350776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1350777.875000 Penalty: 4608.152344
	Iteration 29Q: 3 clusters Score -1350778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1350780.000000 Penalty: 4608.152344
	Iteration 30Q: 3 clusters Score -1350780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1350781.375000 Penalty: 4608.152344
	Iteration 31Q: 3 clusters Score -1350781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1350781.750000 Penalty: 4608.152344
	Iteration 32Q: 3 clusters Score -1350782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1350783.875000 Penalty: 4608.152344
	Iteration 33Q: 3 clusters Score -1350784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1350783.875000 Penalty: 4608.152344
	Iteration 34Q: 3 clusters Score -1350784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1350784.750000 Penalty: 4608.152344
	Iteration 35Q: 3 clusters Score -1350785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1350783.125000 Penalty: 4608.152344
	Iteration 36Q: 3 clusters Score -1350783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1350785.375000 Penalty: 4608.152344
	Iteration 37Q: 3 clusters Score -1350785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1350788.625000 Penalty: 4608.152344
	Iteration 38Q: 3 clusters Score -1350789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1350791.375000 Penalty: 4608.152344
	Iteration 39Q: 3 clusters Score -1350791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1350792.375000 Penalty: 4608.152344
	Iteration 40F: 3 clusters Score -1350792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -44010.109375 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44010.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42851.449219 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42851.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43283.640625 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43283.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43613.101562 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43743.519531 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -43743.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43781.347656 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43781.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43832.761719 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43832.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43853.347656 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43853.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43879.335938 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -43879.34 nChanged 2
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: -43893.488281 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -43893.49 nChanged 0
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: -43893.488281 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -43893.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1694657.000000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -1694657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1684704.625000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -1684705 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1687796.875000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -1687797 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1688204.375000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -1688204 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1688548.875000 Penalty: 4724.330078
	Iteration 3F: 3 clusters Score -1688549 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1688867.000000 Penalty: 4724.330078
	Iteration 4Q: 3 clusters Score -1688867 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1689232.750000 Penalty: 4724.330078
	Iteration 5Q: 3 clusters Score -1689233 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1689691.000000 Penalty: 4724.330078
	Iteration 6Q: 3 clusters Score -1689691 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1690217.625000 Penalty: 4724.330078
	Iteration 7Q: 3 clusters Score -1690218 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1690760.500000 Penalty: 4724.330078
	Iteration 8F: 3 clusters Score -1690760 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1691279.375000 Penalty: 4724.330078
	Iteration 9Q: 3 clusters Score -1691279 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1691682.375000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -1691682 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1691994.500000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -1691994 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1692182.875000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -1692183 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1692336.375000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -1692336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1692480.000000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -1692480 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1692614.250000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -1692614 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1692727.000000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -1692727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1692801.750000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -1692802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1692874.250000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -1692874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1692915.125000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -1692915 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1692936.500000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -1692936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1692944.875000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -1692945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1692960.375000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -1692960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1692973.750000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -1692974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1692980.750000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -1692981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1692987.500000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -1692988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1692992.500000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -1692992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1692999.375000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -1692999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1692994.750000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -1692995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1692998.250000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -1692998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1693000.750000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -1693001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1693000.000000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -1693000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1692999.250000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -1692999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1692998.375000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -1692998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1693001.875000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -1693002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1693002.125000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -1693002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1693000.250000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -1693000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1692998.750000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -1692999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1693000.000000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -1693000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1693002.500000 Penalty: 4724.330078
	Iteration 39Q: 3 clusters Score -1693002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1693005.000000 Penalty: 4724.330078
	Iteration 40F: 3 clusters Score -1693005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1693001.375000 Penalty: 4724.330078
	Iteration 41Q: 3 clusters Score -1693001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1693001.500000 Penalty: 4724.330078
	Iteration 42Q: 3 clusters Score -1693002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1693004.625000 Penalty: 4724.330078
	Iteration 43Q: 3 clusters Score -1693005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1693005.875000 Penalty: 4724.330078
	Iteration 44Q: 3 clusters Score -1693006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1693004.875000 Penalty: 4724.330078
	Iteration 45Q: 3 clusters Score -1693005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1693003.500000 Penalty: 4724.330078
	Iteration 46Q: 3 clusters Score -1693004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1693004.125000 Penalty: 4724.330078
	Iteration 47Q: 3 clusters Score -1693004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1693004.875000 Penalty: 4724.330078
	Iteration 48Q: 3 clusters Score -1693005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1693003.625000 Penalty: 4724.330078
	Iteration 49Q: 3 clusters Score -1693004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1693008.000000 Penalty: 4724.330078
	Iteration 50Q: 3 clusters Score -1693008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1693006.375000 Penalty: 4724.330078
	Iteration 51Q: 3 clusters Score -1693006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1693005.500000 Penalty: 4724.330078
	Iteration 52Q: 3 clusters Score -1693006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1693009.875000 Penalty: 4724.330078
	Iteration 53Q: 3 clusters Score -1693010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1693015.000000 Penalty: 4724.330078
	Iteration 54Q: 3 clusters Score -1693015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1693013.875000 Penalty: 4724.330078
	Iteration 55Q: 3 clusters Score -1693014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1693015.000000 Penalty: 4724.330078
	Iteration 56Q: 3 clusters Score -1693015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1693015.750000 Penalty: 4724.330078
	Iteration 57Q: 3 clusters Score -1693016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1693015.750000 Penalty: 4724.330078
	Iteration 58F: 3 clusters Score -1693016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -179483.453125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -179483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -177458.015625 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -177458 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177766.281250 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -177766.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -177865.500000 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -177865.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -177919.015625 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -177919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -177965.203125 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -177965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -177994.296875 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -177994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -178012.843750 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -178012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -178036.953125 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -178037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -178054.468750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -178054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -178063.609375 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -178063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -178068.515625 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -178068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -178074.171875 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -178074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -178082.437500 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -178082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -178092.468750 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -178092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -178102.156250 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -178102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -178123.250000 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -178123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -178144.203125 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -178144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -178163.062500 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -178163.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -178186.625000 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -178186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -178224.281250 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -178224.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -178268.812500 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -178268.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -178402.546875 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -178402.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -178701.421875 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -178701.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -178891.671875 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -178891.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -178926.265625 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -178926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -178939.078125 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -178939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -178945.531250 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -178945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -178949.390625 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -178949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -178952.703125 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -178952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -178957.546875 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -178957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -178960.500000 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -178960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -178960.500000 Penalty: 3477.114746
	Iteration 31F: 3 clusters Score -178960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1446274.375000 Penalty: 2321.847656
	Iteration 0F: 2 clusters Score -1446274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1437543.250000 Penalty: 4643.695312
	Iteration 0F: 3 clusters Score -1437543 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1440107.875000 Penalty: 4643.695312
	Iteration 1F: 3 clusters Score -1440108 nChanged 683
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: -1440379.500000 Penalty: 4643.695312
	Iteration 2F: 3 clusters Score -1440380 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1440597.125000 Penalty: 4643.695312
	Iteration 3Q: 3 clusters Score -1440597 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1440809.375000 Penalty: 4643.695312
	Iteration 4Q: 3 clusters Score -1440809 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1441022.625000 Penalty: 4643.695312
	Iteration 5Q: 3 clusters Score -1441023 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1441247.000000 Penalty: 4643.695312
	Iteration 6Q: 3 clusters Score -1441247 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1441483.750000 Penalty: 4643.695312
	Iteration 7Q: 3 clusters Score -1441484 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1441786.000000 Penalty: 4643.695312
	Iteration 8Q: 3 clusters Score -1441786 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1442153.000000 Penalty: 4643.695312
	Iteration 9Q: 3 clusters Score -1442153 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1442605.625000 Penalty: 4643.695312
	Iteration 10Q: 3 clusters Score -1442606 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1443054.750000 Penalty: 4643.695312
	Iteration 11Q: 3 clusters Score -1443055 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1443461.500000 Penalty: 4643.695312
	Iteration 12Q: 3 clusters Score -1443462 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1443786.250000 Penalty: 4643.695312
	Iteration 13Q: 3 clusters Score -1443786 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1444033.000000 Penalty: 4643.695312
	Iteration 14Q: 3 clusters Score -1444033 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1444229.875000 Penalty: 4643.695312
	Iteration 15Q: 3 clusters Score -1444230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1444398.875000 Penalty: 4643.695312
	Iteration 16Q: 3 clusters Score -1444399 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1444559.500000 Penalty: 4643.695312
	Iteration 17Q: 3 clusters Score -1444560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1444666.500000 Penalty: 4643.695312
	Iteration 18Q: 3 clusters Score -1444666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1444734.625000 Penalty: 4643.695312
	Iteration 19Q: 3 clusters Score -1444735 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1444786.375000 Penalty: 4643.695312
	Iteration 20F: 3 clusters Score -1444786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1444823.750000 Penalty: 4643.695312
	Iteration 21Q: 3 clusters Score -1444824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1444840.250000 Penalty: 4643.695312
	Iteration 22Q: 3 clusters Score -1444840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1444852.375000 Penalty: 4643.695312
	Iteration 23Q: 3 clusters Score -1444852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1444862.750000 Penalty: 4643.695312
	Iteration 24Q: 3 clusters Score -1444863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1444872.500000 Penalty: 4643.695312
	Iteration 25Q: 3 clusters Score -1444872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1444875.000000 Penalty: 4643.695312
	Iteration 26Q: 3 clusters Score -1444875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1444876.250000 Penalty: 4643.695312
	Iteration 27Q: 3 clusters Score -1444876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1444883.000000 Penalty: 4643.695312
	Iteration 28Q: 3 clusters Score -1444883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1444887.750000 Penalty: 4643.695312
	Iteration 29Q: 3 clusters Score -1444888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1444890.375000 Penalty: 4643.695312
	Iteration 30Q: 3 clusters Score -1444890 nChanged 11
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: -1444895.250000 Penalty: 4643.695312
	Iteration 31Q: 3 clusters Score -1444895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1444901.625000 Penalty: 4643.695312
	Iteration 32Q: 3 clusters Score -1444902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1444901.875000 Penalty: 4643.695312
	Iteration 33Q: 3 clusters Score -1444902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1444904.250000 Penalty: 4643.695312
	Iteration 34Q: 3 clusters Score -1444904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1444904.750000 Penalty: 4643.695312
	Iteration 35Q: 3 clusters Score -1444905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1444907.125000 Penalty: 4643.695312
	Iteration 36Q: 3 clusters Score -1444907 nChanged 8
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: -1444909.000000 Penalty: 4643.695312
	Iteration 37Q: 3 clusters Score -1444909 nChanged 12
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: -1444913.250000 Penalty: 4643.695312
	Iteration 38Q: 3 clusters Score -1444913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1444915.500000 Penalty: 4643.695312
	Iteration 39Q: 3 clusters Score -1444916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1444922.125000 Penalty: 4643.695312
	Iteration 40F: 3 clusters Score -1444922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1444929.375000 Penalty: 4643.695312
	Iteration 41Q: 3 clusters Score -1444929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1444932.625000 Penalty: 4643.695312
	Iteration 42Q: 3 clusters Score -1444933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1444939.250000 Penalty: 4643.695312
	Iteration 43Q: 3 clusters Score -1444939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1444942.875000 Penalty: 4643.695312
	Iteration 44Q: 3 clusters Score -1444943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1444944.875000 Penalty: 4643.695312
	Iteration 45Q: 3 clusters Score -1444945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1444945.250000 Penalty: 4643.695312
	Iteration 46Q: 3 clusters Score -1444945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1444952.875000 Penalty: 4643.695312
	Iteration 47Q: 3 clusters Score -1444953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1444959.000000 Penalty: 4643.695312
	Iteration 48Q: 3 clusters Score -1444959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1444963.125000 Penalty: 4643.695312
	Iteration 49Q: 3 clusters Score -1444963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1444968.125000 Penalty: 4643.695312
	Iteration 50Q: 3 clusters Score -1444968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1444970.125000 Penalty: 4643.695312
	Iteration 51Q: 3 clusters Score -1444970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1444967.375000 Penalty: 4643.695312
	Iteration 52Q: 3 clusters Score -1444967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1444971.375000 Penalty: 4643.695312
	Iteration 53Q: 3 clusters Score -1444971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1444971.625000 Penalty: 4643.695312
	Iteration 54Q: 3 clusters Score -1444972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1444973.500000 Penalty: 4643.695312
	Iteration 55Q: 3 clusters Score -1444974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1444982.375000 Penalty: 4643.695312
	Iteration 56Q: 3 clusters Score -1444982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1444978.875000 Penalty: 4643.695312
	Iteration 57Q: 3 clusters Score -1444979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1444983.125000 Penalty: 4643.695312
	Iteration 58Q: 3 clusters Score -1444983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1444988.125000 Penalty: 4643.695312
	Iteration 59Q: 3 clusters Score -1444988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1444989.875000 Penalty: 4643.695312
	Iteration 60F: 3 clusters Score -1444990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1444990.625000 Penalty: 4643.695312
	Iteration 61Q: 3 clusters Score -1444991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1444992.750000 Penalty: 4643.695312
	Iteration 62Q: 3 clusters Score -1444993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1444993.250000 Penalty: 4643.695312
	Iteration 63Q: 3 clusters Score -1444993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1444994.000000 Penalty: 4643.695312
	Iteration 64Q: 3 clusters Score -1444994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1444995.500000 Penalty: 4643.695312
	Iteration 65Q: 3 clusters Score -1444996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1444995.125000 Penalty: 4643.695312
	Iteration 66Q: 3 clusters Score -1444995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1444996.625000 Penalty: 4643.695312
	Iteration 67Q: 3 clusters Score -1444997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1444998.625000 Penalty: 4643.695312
	Iteration 68Q: 3 clusters Score -1444999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1445002.750000 Penalty: 4643.695312
	Iteration 69Q: 3 clusters Score -1445003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1445005.625000 Penalty: 4643.695312
	Iteration 70Q: 3 clusters Score -1445006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1445010.125000 Penalty: 4643.695312
	Iteration 71Q: 3 clusters Score -1445010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1445018.125000 Penalty: 4643.695312
	Iteration 72Q: 3 clusters Score -1445018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1445018.875000 Penalty: 4643.695312
	Iteration 73Q: 3 clusters Score -1445019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1445024.875000 Penalty: 4643.695312
	Iteration 74Q: 3 clusters Score -1445025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1445029.000000 Penalty: 4643.695312
	Iteration 75Q: 3 clusters Score -1445029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1445033.875000 Penalty: 4643.695312
	Iteration 76Q: 3 clusters Score -1445034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1445037.125000 Penalty: 4643.695312
	Iteration 77Q: 3 clusters Score -1445037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1445040.750000 Penalty: 4643.695312
	Iteration 78Q: 3 clusters Score -1445041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1445047.250000 Penalty: 4643.695312
	Iteration 79Q: 3 clusters Score -1445047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1445050.500000 Penalty: 4643.695312
	Iteration 80F: 3 clusters Score -1445050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1445056.750000 Penalty: 4643.695312
	Iteration 81Q: 3 clusters Score -1445057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1445060.875000 Penalty: 4643.695312
	Iteration 82Q: 3 clusters Score -1445061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1445060.500000 Penalty: 4643.695312
	Iteration 83Q: 3 clusters Score -1445060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1445063.000000 Penalty: 4643.695312
	Iteration 84Q: 3 clusters Score -1445063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1445065.375000 Penalty: 4643.695312
	Iteration 85Q: 3 clusters Score -1445065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1445070.875000 Penalty: 4643.695312
	Iteration 86Q: 3 clusters Score -1445071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1445073.750000 Penalty: 4643.695312
	Iteration 87Q: 3 clusters Score -1445074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1445076.250000 Penalty: 4643.695312
	Iteration 88Q: 3 clusters Score -1445076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1445075.000000 Penalty: 4643.695312
	Iteration 89Q: 3 clusters Score -1445075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1445073.625000 Penalty: 4643.695312
	Iteration 90Q: 3 clusters Score -1445074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1445075.125000 Penalty: 4643.695312
	Iteration 91Q: 3 clusters Score -1445075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1445074.000000 Penalty: 4643.695312
	Iteration 92Q: 3 clusters Score -1445074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1445074.750000 Penalty: 4643.695312
	Iteration 93Q: 3 clusters Score -1445075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1445077.250000 Penalty: 4643.695312
	Iteration 94Q: 3 clusters Score -1445077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1445077.875000 Penalty: 4643.695312
	Iteration 95Q: 3 clusters Score -1445078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1445079.125000 Penalty: 4643.695312
	Iteration 96Q: 3 clusters Score -1445079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1445079.500000 Penalty: 4643.695312
	Iteration 97Q: 3 clusters Score -1445080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1445079.500000 Penalty: 4643.695312
	Iteration 98Q: 3 clusters Score -1445080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1445081.125000 Penalty: 4643.695312
	Iteration 99Q: 3 clusters Score -1445081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1445081.125000 Penalty: 4643.695312
	Iteration 100F: 3 clusters Score -1445081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -275238.125000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -275238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -272363.562500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -272363.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273056.000000 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -273056 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273264.437500 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -273264.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -273399.343750 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -273399.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -273488.031250 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -273488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273566.500000 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -273566.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -273659.125000 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -273659.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -273752.250000 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -273752.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -273805.812500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -273805.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -273848.343750 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -273848.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -273901.187500 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -273901.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -273935.906250 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -273935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -273953.187500 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -273953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -273965.625000 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -273965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -273974.343750 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -273974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -273977.656250 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -273977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -273979.125000 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -273979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -273981.656250 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -273981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -273982.718750 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -273982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -273983.656250 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -273983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -273984.343750 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -273984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -525661.500000 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -525661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -522270.687500 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -522270.7 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -523076.531250 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -523076.5 nChanged 275
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: -523406.125000 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -523406.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -523697.000000 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -523697 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -523993.906250 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -523993.9 nChanged 184
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: -524312.812500 Penalty: 4006.567871
	Iteration 5F: 3 clusters Score -524312.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -524629.000000 Penalty: 4006.567871
	Iteration 6F: 3 clusters Score -524629 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -524841.875000 Penalty: 4006.567871
	Iteration 7F: 3 clusters Score -524841.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -525036.375000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -525036.4 nChanged 121
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: -525209.937500 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -525209.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -525305.875000 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -525305.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -525367.187500 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -525367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -525392.375000 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -525392.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -525403.437500 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -525403.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -525411.062500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -525411.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -525418.562500 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -525418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -525423.625000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -525423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -525425.125000 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -525425.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -525429.250000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -525429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -525431.250000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -525431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -525432.875000 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -525432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -525433.062500 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -525433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -525433.562500 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -525433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -525434.625000 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -525434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -525435.625000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -525435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -525436.562500 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -525436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -525437.750000 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -525437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -525438.875000 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -525438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -525440.562500 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -525440.6 nChanged 3
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: -525441.000000 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -525441 nChanged 0
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: -525441.000000 Penalty: 4006.567871
	Iteration 30F: 3 clusters Score -525441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119331.390625 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117431.304688 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117431.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117701.898438 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117701.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117767.070312 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117767.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117805.632812 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117825.468750 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117832.375000 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117847.617188 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117860.562500 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117860.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117866.757812 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117873.265625 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117878.398438 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -117878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117880.625000 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -117880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117882.789062 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -117882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117884.093750 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -117884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117890.164062 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -117890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117894.117188 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -117894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117895.703125 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -117895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117898.000000 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -117898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117898.460938 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -117898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117898.460938 Penalty: 3419.756348
	Iteration 19F: 3 clusters Score -117898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -399777.875000 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -399777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396322.312500 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -396322.3 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -397039.656250 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -397039.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -397232.187500 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -397232.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -397355.687500 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -397355.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -397454.625000 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -397454.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -397525.781250 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -397525.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -397580.000000 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -397580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -397630.281250 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -397630.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -397671.343750 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -397671.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -397707.406250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -397707.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -397751.343750 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -397751.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -397801.406250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -397801.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -397846.406250 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -397846.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -397904.593750 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -397904.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -397959.562500 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -397959.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -398008.656250 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -398008.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -398059.750000 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -398059.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -398088.593750 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -398088.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -398105.218750 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -398105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -398116.312500 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -398116.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -398128.031250 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -398128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -398139.906250 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -398139.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -398151.968750 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -398152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -398160.750000 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -398160.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -398167.875000 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -398167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -398173.812500 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -398173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -398178.875000 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -398178.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -398185.218750 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -398185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -398188.500000 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -398188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -398191.250000 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -398191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -398194.093750 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -398194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -398196.250000 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -398196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -398199.656250 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -398199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -398201.875000 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -398201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -398204.000000 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -398204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -398206.156250 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -398206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -398207.281250 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -398207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -398208.875000 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -398208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -398209.031250 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -398209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -398209.031250 Penalty: 4019.633301
	Iteration 39F: 3 clusters Score -398209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Entering Unmasked Estep 
Score: -1230337.750000 Penalty: 2308.386719
	Iteration 0F: 2 clusters Score -1230338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1221971.750000 Penalty: 4616.773438
	Iteration 0F: 3 clusters Score -1221972 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1224578.500000 Penalty: 4616.773438
	Iteration 1F: 3 clusters Score -1224578 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1224998.125000 Penalty: 4616.773438
	Iteration 2F: 3 clusters Score -1224998 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1225325.625000 Penalty: 4616.773438
	Iteration 3F: 3 clusters Score -1225326 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1225579.625000 Penalty: 4616.773438
	Iteration 4Q: 3 clusters Score -1225580 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1225768.875000 Penalty: 4616.773438
	Iteration 5Q: 3 clusters Score -1225769 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1225943.500000 Penalty: 4616.773438
	Iteration 6Q: 3 clusters Score -1225944 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1226106.500000 Penalty: 4616.773438
	Iteration 7Q: 3 clusters Score -1226106 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1226249.750000 Penalty: 4616.773438
	Iteration 8Q: 3 clusters Score -1226250 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1226383.375000 Penalty: 4616.773438
	Iteration 9Q: 3 clusters Score -1226383 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1226530.500000 Penalty: 4616.773438
	Iteration 10Q: 3 clusters Score -1226530 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1226691.125000 Penalty: 4616.773438
	Iteration 11Q: 3 clusters Score -1226691 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1226861.125000 Penalty: 4616.773438
	Iteration 12Q: 3 clusters Score -1226861 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1227047.500000 Penalty: 4616.773438
	Iteration 13Q: 3 clusters Score -1227048 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1227259.875000 Penalty: 4616.773438
	Iteration 14Q: 3 clusters Score -1227260 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1227430.375000 Penalty: 4616.773438
	Iteration 15Q: 3 clusters Score -1227430 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1227557.000000 Penalty: 4616.773438
	Iteration 16Q: 3 clusters Score -1227557 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1227663.375000 Penalty: 4616.773438
	Iteration 17Q: 3 clusters Score -1227663 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1227775.250000 Penalty: 4616.773438
	Iteration 18Q: 3 clusters Score -1227775 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1227884.500000 Penalty: 4616.773438
	Iteration 19Q: 3 clusters Score -1227884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1227993.125000 Penalty: 4616.773438
	Iteration 20F: 3 clusters Score -1227993 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1228074.375000 Penalty: 4616.773438
	Iteration 21Q: 3 clusters Score -1228074 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1228146.250000 Penalty: 4616.773438
	Iteration 22Q: 3 clusters Score -1228146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1228209.500000 Penalty: 4616.773438
	Iteration 23Q: 3 clusters Score -1228210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1228259.875000 Penalty: 4616.773438
	Iteration 24Q: 3 clusters Score -1228260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1228313.000000 Penalty: 4616.773438
	Iteration 25Q: 3 clusters Score -1228313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1228355.000000 Penalty: 4616.773438
	Iteration 26Q: 3 clusters Score -1228355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1228390.500000 Penalty: 4616.773438
	Iteration 27Q: 3 clusters Score -1228390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1228433.000000 Penalty: 4616.773438
	Iteration 28Q: 3 clusters Score -1228433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1228464.500000 Penalty: 4616.773438
	Iteration 29Q: 3 clusters Score -1228464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1228496.625000 Penalty: 4616.773438
	Iteration 30Q: 3 clusters Score -1228497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1228525.750000 Penalty: 4616.773438
	Iteration 31Q: 3 clusters Score -1228526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1228551.875000 Penalty: 4616.773438
	Iteration 32Q: 3 clusters Score -1228552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1228570.625000 Penalty: 4616.773438
	Iteration 33Q: 3 clusters Score -1228571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1228589.000000 Penalty: 4616.773438
	Iteration 34Q: 3 clusters Score -1228589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1228614.125000 Penalty: 4616.773438
	Iteration 35Q: 3 clusters Score -1228614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1228632.250000 Penalty: 4616.773438
	Iteration 36Q: 3 clusters Score -1228632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1228649.375000 Penalty: 4616.773438
	Iteration 37Q: 3 clusters Score -1228649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1228674.750000 Penalty: 4616.773438
	Iteration 38Q: 3 clusters Score -1228675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1228697.500000 Penalty: 4616.773438
	Iteration 39Q: 3 clusters Score -1228698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1228712.375000 Penalty: 4616.773438
	Iteration 40F: 3 clusters Score -1228712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1228732.125000 Penalty: 4616.773438
	Iteration 41Q: 3 clusters Score -1228732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1228743.875000 Penalty: 4616.773438
	Iteration 42Q: 3 clusters Score -1228744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1228763.375000 Penalty: 4616.773438
	Iteration 43Q: 3 clusters Score -1228763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1228777.375000 Penalty: 4616.773438
	Iteration 44Q: 3 clusters Score -1228777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1228788.750000 Penalty: 4616.773438
	Iteration 45Q: 3 clusters Score -1228789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1228806.375000 Penalty: 4616.773438
	Iteration 46Q: 3 clusters Score -1228806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1228824.000000 Penalty: 4616.773438
	Iteration 47Q: 3 clusters Score -1228824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1228834.750000 Penalty: 4616.773438
	Iteration 48Q: 3 clusters Score -1228835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1228848.000000 Penalty: 4616.773438
	Iteration 49Q: 3 clusters Score -1228848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1228855.000000 Penalty: 4616.773438
	Iteration 50Q: 3 clusters Score -1228855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1228868.000000 Penalty: 4616.773438
	Iteration 51Q: 3 clusters Score -1228868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1228883.000000 Penalty: 4616.773438
	Iteration 52Q: 3 clusters Score -1228883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1228891.000000 Penalty: 4616.773438
	Iteration 53Q: 3 clusters Score -1228891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1228901.500000 Penalty: 4616.773438
	Iteration 54Q: 3 clusters Score -1228902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1228907.625000 Penalty: 4616.773438
	Iteration 55Q: 3 clusters Score -1228908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1228915.125000 Penalty: 4616.773438
	Iteration 56Q: 3 clusters Score -1228915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1228922.375000 Penalty: 4616.773438
	Iteration 57Q: 3 clusters Score -1228922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1228930.750000 Penalty: 4616.773438
	Iteration 58Q: 3 clusters Score -1228931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1228936.875000 Penalty: 4616.773438
	Iteration 59Q: 3 clusters Score -1228937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1228940.750000 Penalty: 4616.773438
	Iteration 60F: 3 clusters Score -1228941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1228943.000000 Penalty: 4616.773438
	Iteration 61Q: 3 clusters Score -1228943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1228943.250000 Penalty: 4616.773438
	Iteration 62Q: 3 clusters Score -1228943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1228943.250000 Penalty: 4616.773438
	Iteration 63F: 3 clusters Score -1228943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Entering Unmasked Estep 
Score: -5857920.500000 Penalty: 2685.202393
	Iteration 0F: 2 clusters Score -5857920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5823963.500000 Penalty: 5370.404785
	Iteration 0F: 3 clusters Score -5823964 nChanged 23229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -5837310.500000 Penalty: 5370.404785
	Iteration 1F: 3 clusters Score -5837310 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5838118.000000 Penalty: 5370.404785
	Iteration 2Q: 3 clusters Score -5838118 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5839003.000000 Penalty: 5370.404785
	Iteration 3Q: 3 clusters Score -5839003 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5839967.500000 Penalty: 5370.404785
	Iteration 4Q: 3 clusters Score -5839968 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5841003.500000 Penalty: 5370.404785
	Iteration 5Q: 3 clusters Score -5841004 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5842168.500000 Penalty: 5370.404785
	Iteration 6Q: 3 clusters Score -5842168 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5843380.500000 Penalty: 5370.404785
	Iteration 7Q: 3 clusters Score -5843380 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5844699.500000 Penalty: 5370.404785
	Iteration 8Q: 3 clusters Score -5844700 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5846071.500000 Penalty: 5370.404785
	Iteration 9Q: 3 clusters Score -5846072 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5847361.000000 Penalty: 5370.404785
	Iteration 10Q: 3 clusters Score -5847361 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5848432.000000 Penalty: 5370.404785
	Iteration 11Q: 3 clusters Score -5848432 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5849113.500000 Penalty: 5370.404785
	Iteration 12Q: 3 clusters Score -5849114 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5849503.500000 Penalty: 5370.404785
	Iteration 13Q: 3 clusters Score -5849504 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5849673.000000 Penalty: 5370.404785
	Iteration 14Q: 3 clusters Score -5849673 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5849803.000000 Penalty: 5370.404785
	Iteration 15Q: 3 clusters Score -5849803 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5849878.500000 Penalty: 5370.404785
	Iteration 16Q: 3 clusters Score -5849878 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -5849929.500000 Penalty: 5370.404785
	Iteration 17Q: 3 clusters Score -5849930 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5849970.000000 Penalty: 5370.404785
	Iteration 18Q: 3 clusters Score -5849970 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5850065.500000 Penalty: 5370.404785
	Iteration 19Q: 3 clusters Score -5850066 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5850121.500000 Penalty: 5370.404785
	Iteration 20F: 3 clusters Score -5850122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5850144.500000 Penalty: 5370.404785
	Iteration 21Q: 3 clusters Score -5850144 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -5850215.500000 Penalty: 5370.404785
	Iteration 22Q: 3 clusters Score -5850216 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -5850231.500000 Penalty: 5370.404785
	Iteration 23Q: 3 clusters Score -5850232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -5850278.500000 Penalty: 5370.404785
	Iteration 24Q: 3 clusters Score -5850278 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5850306.000000 Penalty: 5370.404785
	Iteration 25Q: 3 clusters Score -5850306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5850340.000000 Penalty: 5370.404785
	Iteration 26Q: 3 clusters Score -5850340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5850368.000000 Penalty: 5370.404785
	Iteration 27Q: 3 clusters Score -5850368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5850370.500000 Penalty: 5370.404785
	Iteration 28Q: 3 clusters Score -5850370 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5850417.000000 Penalty: 5370.404785
	Iteration 29Q: 3 clusters Score -5850417 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5850448.000000 Penalty: 5370.404785
	Iteration 30Q: 3 clusters Score -5850448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5850473.500000 Penalty: 5370.404785
	Iteration 31Q: 3 clusters Score -5850474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5850481.000000 Penalty: 5370.404785
	Iteration 32Q: 3 clusters Score -5850481 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5850498.500000 Penalty: 5370.404785
	Iteration 33Q: 3 clusters Score -5850498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5850528.500000 Penalty: 5370.404785
	Iteration 34Q: 3 clusters Score -5850528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5850540.000000 Penalty: 5370.404785
	Iteration 35Q: 3 clusters Score -5850540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5850542.000000 Penalty: 5370.404785
	Iteration 36Q: 3 clusters Score -5850542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5850556.000000 Penalty: 5370.404785
	Iteration 37Q: 3 clusters Score -5850556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5850568.000000 Penalty: 5370.404785
	Iteration 38Q: 3 clusters Score -5850568 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5850594.500000 Penalty: 5370.404785
	Iteration 39Q: 3 clusters Score -5850594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5850610.500000 Penalty: 5370.404785
	Iteration 40F: 3 clusters Score -5850610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5850643.500000 Penalty: 5370.404785
	Iteration 41Q: 3 clusters Score -5850644 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5850640.500000 Penalty: 5370.404785
	Iteration 42Q: 3 clusters Score -5850640 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5850655.000000 Penalty: 5370.404785
	Iteration 43Q: 3 clusters Score -5850655 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5850681.000000 Penalty: 5370.404785
	Iteration 44Q: 3 clusters Score -5850681 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5850701.000000 Penalty: 5370.404785
	Iteration 45Q: 3 clusters Score -5850701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5850694.000000 Penalty: 5370.404785
	Iteration 46Q: 3 clusters Score -5850694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5850726.000000 Penalty: 5370.404785
	Iteration 47Q: 3 clusters Score -5850726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5850741.500000 Penalty: 5370.404785
	Iteration 48Q: 3 clusters Score -5850742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5850761.500000 Penalty: 5370.404785
	Iteration 49Q: 3 clusters Score -5850762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5850756.500000 Penalty: 5370.404785
	Iteration 50Q: 3 clusters Score -5850756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5850772.500000 Penalty: 5370.404785
	Iteration 51Q: 3 clusters Score -5850772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5850805.000000 Penalty: 5370.404785
	Iteration 52Q: 3 clusters Score -5850805 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5850803.500000 Penalty: 5370.404785
	Iteration 53Q: 3 clusters Score -5850804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5850789.000000 Penalty: 5370.404785
	Iteration 54Q: 3 clusters Score -5850789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5850797.500000 Penalty: 5370.404785
	Iteration 55Q: 3 clusters Score -5850798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5850814.500000 Penalty: 5370.404785
	Iteration 56Q: 3 clusters Score -5850814 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5850826.500000 Penalty: 5370.404785
	Iteration 57Q: 3 clusters Score -5850826 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5850848.000000 Penalty: 5370.404785
	Iteration 58Q: 3 clusters Score -5850848 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5850854.500000 Penalty: 5370.404785
	Iteration 59Q: 3 clusters Score -5850854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5850858.000000 Penalty: 5370.404785
	Iteration 60F: 3 clusters Score -5850858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -5850893.000000 Penalty: 5370.404785
	Iteration 61Q: 3 clusters Score -5850893 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5850913.000000 Penalty: 5370.404785
	Iteration 62Q: 3 clusters Score -5850913 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5850940.000000 Penalty: 5370.404785
	Iteration 63Q: 3 clusters Score -5850940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5850972.000000 Penalty: 5370.404785
	Iteration 64Q: 3 clusters Score -5850972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5850994.500000 Penalty: 5370.404785
	Iteration 65Q: 3 clusters Score -5850994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5851013.500000 Penalty: 5370.404785
	Iteration 66Q: 3 clusters Score -5851014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5851043.000000 Penalty: 5370.404785
	Iteration 67Q: 3 clusters Score -5851043 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5851069.000000 Penalty: 5370.404785
	Iteration 68Q: 3 clusters Score -5851069 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5851075.000000 Penalty: 5370.404785
	Iteration 69Q: 3 clusters Score -5851075 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5851108.500000 Penalty: 5370.404785
	Iteration 70Q: 3 clusters Score -5851108 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5851142.500000 Penalty: 5370.404785
	Iteration 71Q: 3 clusters Score -5851142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5851180.500000 Penalty: 5370.404785
	Iteration 72Q: 3 clusters Score -5851180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5851204.500000 Penalty: 5370.404785
	Iteration 73Q: 3 clusters Score -5851204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5851222.500000 Penalty: 5370.404785
	Iteration 74Q: 3 clusters Score -5851222 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5851257.000000 Penalty: 5370.404785
	Iteration 75Q: 3 clusters Score -5851257 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -5851280.000000 Penalty: 5370.404785
	Iteration 76Q: 3 clusters Score -5851280 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5851343.000000 Penalty: 5370.404785
	Iteration 77Q: 3 clusters Score -5851343 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5851391.000000 Penalty: 5370.404785
	Iteration 78Q: 3 clusters Score -5851391 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5851431.500000 Penalty: 5370.404785
	Iteration 79Q: 3 clusters Score -5851432 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5851469.000000 Penalty: 5370.404785
	Iteration 80F: 3 clusters Score -5851469 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5851506.500000 Penalty: 5370.404785
	Iteration 81Q: 3 clusters Score -5851506 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5851564.000000 Penalty: 5370.404785
	Iteration 82Q: 3 clusters Score -5851564 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5851668.500000 Penalty: 5370.404785
	Iteration 83Q: 3 clusters Score -5851668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5851766.000000 Penalty: 5370.404785
	Iteration 84Q: 3 clusters Score -5851766 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5851872.000000 Penalty: 5370.404785
	Iteration 85Q: 3 clusters Score -5851872 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -5851966.000000 Penalty: 5370.404785
	Iteration 86Q: 3 clusters Score -5851966 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -5852062.000000 Penalty: 5370.404785
	Iteration 87Q: 3 clusters Score -5852062 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5852189.000000 Penalty: 5370.404785
	Iteration 88Q: 3 clusters Score -5852189 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -5852342.000000 Penalty: 5370.404785
	Iteration 89Q: 3 clusters Score -5852342 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5852539.000000 Penalty: 5370.404785
	Iteration 90Q: 3 clusters Score -5852539 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -5852712.500000 Penalty: 5370.404785
	Iteration 91Q: 3 clusters Score -5852712 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -5852874.500000 Penalty: 5370.404785
	Iteration 92Q: 3 clusters Score -5852874 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -5853054.500000 Penalty: 5370.404785
	Iteration 93Q: 3 clusters Score -5853054 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5853260.500000 Penalty: 5370.404785
	Iteration 94Q: 3 clusters Score -5853260 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -5853458.500000 Penalty: 5370.404785
	Iteration 95Q: 3 clusters Score -5853458 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5853691.500000 Penalty: 5370.404785
	Iteration 96Q: 3 clusters Score -5853692 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5853937.000000 Penalty: 5370.404785
	Iteration 97Q: 3 clusters Score -5853937 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5854163.000000 Penalty: 5370.404785
	Iteration 98Q: 3 clusters Score -5854163 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5854373.500000 Penalty: 5370.404785
	Iteration 99Q: 3 clusters Score -5854374 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5854618.000000 Penalty: 5370.404785
	Iteration 100F: 3 clusters Score -5854618 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5854860.500000 Penalty: 5370.404785
	Iteration 101Q: 3 clusters Score -5854860 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5855028.500000 Penalty: 5370.404785
	Iteration 102Q: 3 clusters Score -5855028 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5855205.500000 Penalty: 5370.404785
	Iteration 103Q: 3 clusters Score -5855206 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5855376.000000 Penalty: 5370.404785
	Iteration 104Q: 3 clusters Score -5855376 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5855548.500000 Penalty: 5370.404785
	Iteration 105Q: 3 clusters Score -5855548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5855669.000000 Penalty: 5370.404785
	Iteration 106Q: 3 clusters Score -5855669 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5855772.000000 Penalty: 5370.404785
	Iteration 107Q: 3 clusters Score -5855772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5855881.500000 Penalty: 5370.404785
	Iteration 108Q: 3 clusters Score -5855882 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5855955.000000 Penalty: 5370.404785
	Iteration 109Q: 3 clusters Score -5855955 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5856008.000000 Penalty: 5370.404785
	Iteration 110Q: 3 clusters Score -5856008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5856071.500000 Penalty: 5370.404785
	Iteration 111Q: 3 clusters Score -5856072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5856129.000000 Penalty: 5370.404785
	Iteration 112Q: 3 clusters Score -5856129 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5856168.000000 Penalty: 5370.404785
	Iteration 113Q: 3 clusters Score -5856168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5856202.500000 Penalty: 5370.404785
	Iteration 114Q: 3 clusters Score -5856202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5856207.500000 Penalty: 5370.404785
	Iteration 115Q: 3 clusters Score -5856208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5856250.500000 Penalty: 5370.404785
	Iteration 116Q: 3 clusters Score -5856250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5856258.000000 Penalty: 5370.404785
	Iteration 117Q: 3 clusters Score -5856258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5856275.000000 Penalty: 5370.404785
	Iteration 118Q: 3 clusters Score -5856275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5856276.500000 Penalty: 5370.404785
	Iteration 119Q: 3 clusters Score -5856276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5856273.000000 Penalty: 5370.404785
	Iteration 120F: 3 clusters Score -5856273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5856277.000000 Penalty: 5370.404785
	Iteration 121Q: 3 clusters Score -5856277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5856274.500000 Penalty: 5370.404785
	Iteration 122Q: 3 clusters Score -5856274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5856291.500000 Penalty: 5370.404785
	Iteration 123Q: 3 clusters Score -5856292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5856298.500000 Penalty: 5370.404785
	Iteration 124Q: 3 clusters Score -5856298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5856293.000000 Penalty: 5370.404785
	Iteration 125Q: 3 clusters Score -5856293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5856303.000000 Penalty: 5370.404785
	Iteration 126Q: 3 clusters Score -5856303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5856306.500000 Penalty: 5370.404785
	Iteration 127Q: 3 clusters Score -5856306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5856305.000000 Penalty: 5370.404785
	Iteration 128Q: 3 clusters Score -5856305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5856301.500000 Penalty: 5370.404785
	Iteration 129Q: 3 clusters Score -5856302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5856311.500000 Penalty: 5370.404785
	Iteration 130Q: 3 clusters Score -5856312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5856313.000000 Penalty: 5370.404785
	Iteration 131Q: 3 clusters Score -5856313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5856319.000000 Penalty: 5370.404785
	Iteration 132Q: 3 clusters Score -5856319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5856310.500000 Penalty: 5370.404785
	Iteration 133Q: 3 clusters Score -5856310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5856313.500000 Penalty: 5370.404785
	Iteration 134Q: 3 clusters Score -5856314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5856315.500000 Penalty: 5370.404785
	Iteration 135Q: 3 clusters Score -5856316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5856315.500000 Penalty: 5370.404785
	Iteration 136Q: 3 clusters Score -5856316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5856314.500000 Penalty: 5370.404785
	Iteration 137Q: 3 clusters Score -5856314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5856314.500000 Penalty: 5370.404785
	Iteration 138F: 3 clusters Score -5856314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -646566.062500 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -646566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -641844.125000 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -641844.1 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -643069.375000 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -643069.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -643394.937500 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -643394.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -643652.312500 Penalty: 4254.644531
	Iteration 3F: 3 clusters Score -643652.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -643816.187500 Penalty: 4254.644531
	Iteration 4Q: 3 clusters Score -643816.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -643953.812500 Penalty: 4254.644531
	Iteration 5Q: 3 clusters Score -643953.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -644086.125000 Penalty: 4254.644531
	Iteration 6Q: 3 clusters Score -644086.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -644225.625000 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -644225.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -644352.250000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -644352.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -644459.437500 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -644459.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -644551.875000 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -644551.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -644625.812500 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -644625.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -644692.187500 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -644692.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -644760.250000 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -644760.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -644808.500000 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -644808.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -644838.375000 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -644838.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -644860.375000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -644860.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -644874.812500 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -644874.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -644888.125000 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -644888.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -644899.750000 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -644899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -644910.875000 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -644910.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -644922.562500 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -644922.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -644931.187500 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -644931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -644939.500000 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -644939.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -644945.750000 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -644945.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -644950.250000 Penalty: 4254.644531
	Iteration 25Q: 3 clusters Score -644950.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -644952.312500 Penalty: 4254.644531
	Iteration 26Q: 3 clusters Score -644952.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -644953.500000 Penalty: 4254.644531
	Iteration 27Q: 3 clusters Score -644953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -644955.562500 Penalty: 4254.644531
	Iteration 28Q: 3 clusters Score -644955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -644958.250000 Penalty: 4254.644531
	Iteration 29Q: 3 clusters Score -644958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -644962.375000 Penalty: 4254.644531
	Iteration 30Q: 3 clusters Score -644962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -644967.312500 Penalty: 4254.644531
	Iteration 31Q: 3 clusters Score -644967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -644971.125000 Penalty: 4254.644531
	Iteration 32Q: 3 clusters Score -644971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -644975.750000 Penalty: 4254.644531
	Iteration 33Q: 3 clusters Score -644975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -644977.812500 Penalty: 4254.644531
	Iteration 34Q: 3 clusters Score -644977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -644980.062500 Penalty: 4254.644531
	Iteration 35Q: 3 clusters Score -644980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -644985.812500 Penalty: 4254.644531
	Iteration 36Q: 3 clusters Score -644985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -644986.125000 Penalty: 4254.644531
	Iteration 37Q: 3 clusters Score -644986.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -644989.562500 Penalty: 4254.644531
	Iteration 38Q: 3 clusters Score -644989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -644991.187500 Penalty: 4254.644531
	Iteration 39Q: 3 clusters Score -644991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -644995.750000 Penalty: 4254.644531
	Iteration 40F: 3 clusters Score -644995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -644998.000000 Penalty: 4254.644531
	Iteration 41Q: 3 clusters Score -644998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -644999.312500 Penalty: 4254.644531
	Iteration 42Q: 3 clusters Score -644999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -644999.500000 Penalty: 4254.644531
	Iteration 43Q: 3 clusters Score -644999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -645000.000000 Penalty: 4254.644531
	Iteration 44Q: 3 clusters Score -645000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -645000.500000 Penalty: 4254.644531
	Iteration 45Q: 3 clusters Score -645000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -645000.500000 Penalty: 4254.644531
	Iteration 46F: 3 clusters Score -645000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -1103110.250000 Penalty: 2259.628174
	Iteration 0F: 2 clusters Score -1103110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1095933.875000 Penalty: 4519.256348
	Iteration 0F: 3 clusters Score -1095934 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1097904.750000 Penalty: 4519.256348
	Iteration 1F: 3 clusters Score -1097905 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1098240.625000 Penalty: 4519.256348
	Iteration 2F: 3 clusters Score -1098241 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1098484.125000 Penalty: 4519.256348
	Iteration 3F: 3 clusters Score -1098484 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1098704.625000 Penalty: 4519.256348
	Iteration 4Q: 3 clusters Score -1098705 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1098897.125000 Penalty: 4519.256348
	Iteration 5Q: 3 clusters Score -1098897 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1099101.750000 Penalty: 4519.256348
	Iteration 6Q: 3 clusters Score -1099102 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1099306.750000 Penalty: 4519.256348
	Iteration 7Q: 3 clusters Score -1099307 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1099528.125000 Penalty: 4519.256348
	Iteration 8Q: 3 clusters Score -1099528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1099752.125000 Penalty: 4519.256348
	Iteration 9Q: 3 clusters Score -1099752 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1099955.250000 Penalty: 4519.256348
	Iteration 10Q: 3 clusters Score -1099955 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1100153.125000 Penalty: 4519.256348
	Iteration 11Q: 3 clusters Score -1100153 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1100371.625000 Penalty: 4519.256348
	Iteration 12Q: 3 clusters Score -1100372 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1100618.000000 Penalty: 4519.256348
	Iteration 13Q: 3 clusters Score -1100618 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1100883.375000 Penalty: 4519.256348
	Iteration 14Q: 3 clusters Score -1100883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1101102.750000 Penalty: 4519.256348
	Iteration 15Q: 3 clusters Score -1101103 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1101257.000000 Penalty: 4519.256348
	Iteration 16Q: 3 clusters Score -1101257 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1101352.875000 Penalty: 4519.256348
	Iteration 17Q: 3 clusters Score -1101353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1101419.000000 Penalty: 4519.256348
	Iteration 18Q: 3 clusters Score -1101419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1101459.625000 Penalty: 4519.256348
	Iteration 19Q: 3 clusters Score -1101460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1101498.125000 Penalty: 4519.256348
	Iteration 20F: 3 clusters Score -1101498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1101519.250000 Penalty: 4519.256348
	Iteration 21Q: 3 clusters Score -1101519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1101535.500000 Penalty: 4519.256348
	Iteration 22Q: 3 clusters Score -1101536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1101553.750000 Penalty: 4519.256348
	Iteration 23Q: 3 clusters Score -1101554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1101568.625000 Penalty: 4519.256348
	Iteration 24Q: 3 clusters Score -1101569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1101575.250000 Penalty: 4519.256348
	Iteration 25Q: 3 clusters Score -1101575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1101578.125000 Penalty: 4519.256348
	Iteration 26Q: 3 clusters Score -1101578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1101583.625000 Penalty: 4519.256348
	Iteration 27Q: 3 clusters Score -1101584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1101589.000000 Penalty: 4519.256348
	Iteration 28Q: 3 clusters Score -1101589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1101591.250000 Penalty: 4519.256348
	Iteration 29Q: 3 clusters Score -1101591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1101594.500000 Penalty: 4519.256348
	Iteration 30Q: 3 clusters Score -1101594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1101594.625000 Penalty: 4519.256348
	Iteration 31Q: 3 clusters Score -1101595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1101593.500000 Penalty: 4519.256348
	Iteration 32Q: 3 clusters Score -1101594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1101596.875000 Penalty: 4519.256348
	Iteration 33Q: 3 clusters Score -1101597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1101597.250000 Penalty: 4519.256348
	Iteration 34Q: 3 clusters Score -1101597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1101596.375000 Penalty: 4519.256348
	Iteration 35Q: 3 clusters Score -1101596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1101598.250000 Penalty: 4519.256348
	Iteration 36Q: 3 clusters Score -1101598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1101602.500000 Penalty: 4519.256348
	Iteration 37Q: 3 clusters Score -1101602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1101601.250000 Penalty: 4519.256348
	Iteration 38Q: 3 clusters Score -1101601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1101601.125000 Penalty: 4519.256348
	Iteration 39Q: 3 clusters Score -1101601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1101603.375000 Penalty: 4519.256348
	Iteration 40F: 3 clusters Score -1101603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1101603.125000 Penalty: 4519.256348
	Iteration 41Q: 3 clusters Score -1101603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1101602.500000 Penalty: 4519.256348
	Iteration 42Q: 3 clusters Score -1101602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1101602.500000 Penalty: 4519.256348
	Iteration 43F: 3 clusters Score -1101602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -579218.875000 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -579218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -574529.875000 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -574529.9 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -576046.250000 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -576046.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -576497.625000 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -576497.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -576856.000000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -576856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -577141.062500 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -577141.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -577380.125000 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -577380.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -577565.750000 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -577565.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -577700.312500 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -577700.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577807.562500 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -577807.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -577907.062500 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -577907.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -577977.875000 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -577977.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -578030.687500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -578030.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -578074.250000 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -578074.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -578100.000000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -578100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -578117.062500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -578117.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -578132.750000 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -578132.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -578147.500000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -578147.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -578155.000000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -578155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -578159.500000 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -578159.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -578167.125000 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -578167.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -578173.500000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -578173.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -578179.625000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -578179.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -578181.562500 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -578181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -578184.062500 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -578184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -578185.750000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -578185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -578189.000000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -578189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -578189.937500 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -578189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -578192.812500 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -578192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -578193.500000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -578193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -578193.500000 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -578193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -578193.500000 Penalty: 4262.792480
	Iteration 30F: 3 clusters Score -578193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -59539.699219 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -59539.7 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 187 members 
Entering Unmasked Estep 
Score: -58122.976562 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -58122.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58353.523438 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -58353.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58525.691406 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -58525.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58634.445312 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -58634.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58791.472656 Penalty: 2964.270020
	Iteration 4F: 3 clusters Score -58791.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58944.972656 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -58944.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59010.019531 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -59010.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59096.101562 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -59096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59151.539062 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -59151.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59162.683594 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -59162.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59162.812500 Penalty: 2964.270020
	Iteration 10F: 3 clusters Score -59162.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59172.617188 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -59172.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59183.281250 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -59183.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59215.152344 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -59215.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59229.265625 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -59229.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59244.738281 Penalty: 2964.270020
	Iteration 15Q: 3 clusters Score -59244.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59250.542969 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -59250.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59256.878906 Penalty: 2964.270020
	Iteration 17Q: 3 clusters Score -59256.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59256.878906 Penalty: 2964.270020
	Iteration 18F: 3 clusters Score -59256.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Entering Unmasked Estep 
Score: -1750303.125000 Penalty: 2372.103271
	Iteration 0F: 2 clusters Score -1750303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1739891.625000 Penalty: 4744.206543
	Iteration 0F: 3 clusters Score -1739892 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1743296.875000 Penalty: 4744.206543
	Iteration 1F: 3 clusters Score -1743297 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1743734.250000 Penalty: 4744.206543
	Iteration 2F: 3 clusters Score -1743734 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1744100.250000 Penalty: 4744.206543
	Iteration 3F: 3 clusters Score -1744100 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1744524.750000 Penalty: 4744.206543
	Iteration 4F: 3 clusters Score -1744525 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1745072.250000 Penalty: 4744.206543
	Iteration 5F: 3 clusters Score -1745072 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1745727.500000 Penalty: 4744.206543
	Iteration 6F: 3 clusters Score -1745728 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1746426.500000 Penalty: 4744.206543
	Iteration 7F: 3 clusters Score -1746426 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1747081.625000 Penalty: 4744.206543
	Iteration 8F: 3 clusters Score -1747082 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1747689.250000 Penalty: 4744.206543
	Iteration 9F: 3 clusters Score -1747689 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1748178.000000 Penalty: 4744.206543
	Iteration 10Q: 3 clusters Score -1748178 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1748601.125000 Penalty: 4744.206543
	Iteration 11Q: 3 clusters Score -1748601 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1748882.500000 Penalty: 4744.206543
	Iteration 12Q: 3 clusters Score -1748882 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1749064.500000 Penalty: 4744.206543
	Iteration 13Q: 3 clusters Score -1749064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1749201.750000 Penalty: 4744.206543
	Iteration 14Q: 3 clusters Score -1749202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1749350.375000 Penalty: 4744.206543
	Iteration 15Q: 3 clusters Score -1749350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1749518.500000 Penalty: 4744.206543
	Iteration 16Q: 3 clusters Score -1749518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1749705.875000 Penalty: 4744.206543
	Iteration 17Q: 3 clusters Score -1749706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1749872.875000 Penalty: 4744.206543
	Iteration 18Q: 3 clusters Score -1749873 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1750028.375000 Penalty: 4744.206543
	Iteration 19Q: 3 clusters Score -1750028 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1750122.625000 Penalty: 4744.206543
	Iteration 20F: 3 clusters Score -1750123 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1750185.375000 Penalty: 4744.206543
	Iteration 21Q: 3 clusters Score -1750185 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1750220.625000 Penalty: 4744.206543
	Iteration 22Q: 3 clusters Score -1750221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1750245.125000 Penalty: 4744.206543
	Iteration 23Q: 3 clusters Score -1750245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1750264.250000 Penalty: 4744.206543
	Iteration 24Q: 3 clusters Score -1750264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1750281.750000 Penalty: 4744.206543
	Iteration 25Q: 3 clusters Score -1750282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1750282.250000 Penalty: 4744.206543
	Iteration 26Q: 3 clusters Score -1750282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1750290.500000 Penalty: 4744.206543
	Iteration 27Q: 3 clusters Score -1750290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1750290.125000 Penalty: 4744.206543
	Iteration 28Q: 3 clusters Score -1750290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1750292.000000 Penalty: 4744.206543
	Iteration 29Q: 3 clusters Score -1750292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1750288.875000 Penalty: 4744.206543
	Iteration 30Q: 3 clusters Score -1750289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1750292.625000 Penalty: 4744.206543
	Iteration 31Q: 3 clusters Score -1750293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1750298.875000 Penalty: 4744.206543
	Iteration 32Q: 3 clusters Score -1750299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1750296.125000 Penalty: 4744.206543
	Iteration 33Q: 3 clusters Score -1750296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1750297.000000 Penalty: 4744.206543
	Iteration 34Q: 3 clusters Score -1750297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1750298.625000 Penalty: 4744.206543
	Iteration 35Q: 3 clusters Score -1750299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1750297.000000 Penalty: 4744.206543
	Iteration 36Q: 3 clusters Score -1750297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1750297.625000 Penalty: 4744.206543
	Iteration 37Q: 3 clusters Score -1750298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1750301.500000 Penalty: 4744.206543
	Iteration 38Q: 3 clusters Score -1750302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1750299.250000 Penalty: 4744.206543
	Iteration 39Q: 3 clusters Score -1750299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1750301.500000 Penalty: 4744.206543
	Iteration 40F: 3 clusters Score -1750302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -948416.250000 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -948416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -942094.625000 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -942094.6 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -943882.687500 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -943882.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -944281.187500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -944281.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -944674.812500 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -944674.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -945055.937500 Penalty: 4439.592773
	Iteration 4F: 3 clusters Score -945055.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -945479.875000 Penalty: 4439.592773
	Iteration 5F: 3 clusters Score -945479.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -945905.437500 Penalty: 4439.592773
	Iteration 6F: 3 clusters Score -945905.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -946310.000000 Penalty: 4439.592773
	Iteration 7F: 3 clusters Score -946310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -946616.625000 Penalty: 4439.592773
	Iteration 8Q: 3 clusters Score -946616.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -946812.187500 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -946812.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -946968.750000 Penalty: 4439.592773
	Iteration 10Q: 3 clusters Score -946968.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -947076.687500 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -947076.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -947163.437500 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -947163.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -947235.500000 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -947235.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -947287.125000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -947287.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -947339.625000 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -947339.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -947383.375000 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -947383.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -947422.125000 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -947422.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -947452.937500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -947452.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -947497.500000 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -947497.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -947544.250000 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -947544.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -947582.562500 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -947582.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -947621.187500 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -947621.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -947656.187500 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -947656.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -947696.812500 Penalty: 4439.592773
	Iteration 24Q: 3 clusters Score -947696.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -947726.250000 Penalty: 4439.592773
	Iteration 25Q: 3 clusters Score -947726.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -947757.062500 Penalty: 4439.592773
	Iteration 26Q: 3 clusters Score -947757.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -947779.500000 Penalty: 4439.592773
	Iteration 27Q: 3 clusters Score -947779.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -947791.937500 Penalty: 4439.592773
	Iteration 28Q: 3 clusters Score -947791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -947796.875000 Penalty: 4439.592773
	Iteration 29Q: 3 clusters Score -947796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -947803.562500 Penalty: 4439.592773
	Iteration 30Q: 3 clusters Score -947803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -947807.937500 Penalty: 4439.592773
	Iteration 31Q: 3 clusters Score -947807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -947810.812500 Penalty: 4439.592773
	Iteration 32Q: 3 clusters Score -947810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -947810.562500 Penalty: 4439.592773
	Iteration 33Q: 3 clusters Score -947810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -947811.437500 Penalty: 4439.592773
	Iteration 34Q: 3 clusters Score -947811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -947812.000000 Penalty: 4439.592773
	Iteration 35Q: 3 clusters Score -947812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -947812.812500 Penalty: 4439.592773
	Iteration 36Q: 3 clusters Score -947812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -947812.812500 Penalty: 4439.592773
	Iteration 37Q: 3 clusters Score -947812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -947815.562500 Penalty: 4439.592773
	Iteration 38Q: 3 clusters Score -947815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -947813.687500 Penalty: 4439.592773
	Iteration 39Q: 3 clusters Score -947813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -947815.750000 Penalty: 4439.592773
	Iteration 40F: 3 clusters Score -947815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -947818.187500 Penalty: 4439.592773
	Iteration 41Q: 3 clusters Score -947818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -947817.937500 Penalty: 4439.592773
	Iteration 42Q: 3 clusters Score -947817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -947816.125000 Penalty: 4439.592773
	Iteration 43Q: 3 clusters Score -947816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -947817.562500 Penalty: 4439.592773
	Iteration 44Q: 3 clusters Score -947817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -947818.750000 Penalty: 4439.592773
	Iteration 45Q: 3 clusters Score -947818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -947820.125000 Penalty: 4439.592773
	Iteration 46Q: 3 clusters Score -947820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -947820.375000 Penalty: 4439.592773
	Iteration 47Q: 3 clusters Score -947820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -947821.375000 Penalty: 4439.592773
	Iteration 48Q: 3 clusters Score -947821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -947824.125000 Penalty: 4439.592773
	Iteration 49Q: 3 clusters Score -947824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -947824.750000 Penalty: 4439.592773
	Iteration 50Q: 3 clusters Score -947824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -947824.000000 Penalty: 4439.592773
	Iteration 51Q: 3 clusters Score -947824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -947823.875000 Penalty: 4439.592773
	Iteration 52Q: 3 clusters Score -947823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -947825.312500 Penalty: 4439.592773
	Iteration 53Q: 3 clusters Score -947825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -947824.375000 Penalty: 4439.592773
	Iteration 54Q: 3 clusters Score -947824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -947824.375000 Penalty: 4439.592773
	Iteration 55F: 3 clusters Score -947824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -700431.000000 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -700431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -696342.562500 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -696342.6 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -697500.187500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -697500.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -697963.875000 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -697963.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -698317.187500 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -698317.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -698576.187500 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -698576.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -698799.625000 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -698799.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -698948.250000 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -698948.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -699042.750000 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -699042.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -699110.250000 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -699110.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -699151.750000 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -699151.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -699181.000000 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -699181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -699214.750000 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -699214.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -699236.437500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -699236.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -699252.312500 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -699252.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -699263.812500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -699263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -699272.562500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -699272.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -699281.500000 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -699281.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -699292.062500 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -699292.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -699302.187500 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -699302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -699309.062500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -699309.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -699316.437500 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -699316.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -699319.875000 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -699319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -699323.937500 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -699323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -699326.312500 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -699326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -699332.500000 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -699332.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -699334.062500 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -699334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -699337.625000 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -699337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -699341.625000 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -699341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -699345.062500 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -699345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -699346.750000 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -699346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -699347.062500 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -699347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -699347.687500 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -699347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -699348.000000 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -699348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -699349.375000 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -699349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -699349.937500 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -699349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -699350.812500 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -699350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -699351.500000 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -699351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -699353.562500 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -699353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -699353.000000 Penalty: 4146.130859
	Iteration 38Q: 3 clusters Score -699353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -699354.812500 Penalty: 4146.130859
	Iteration 39Q: 3 clusters Score -699354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -699353.125000 Penalty: 4146.130859
	Iteration 40F: 3 clusters Score -699353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -255662.781250 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -255662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252955.109375 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -252955.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253457.781250 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -253457.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -253622.687500 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -253622.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253711.656250 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -253711.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253764.984375 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -253765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253811.046875 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -253811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -253835.875000 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -253835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253853.656250 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -253853.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -253870.093750 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -253870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -253887.953125 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -253888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253908.812500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -253908.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -253933.171875 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -253933.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -253946.609375 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -253946.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -253956.734375 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -253956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -253966.703125 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -253966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -253974.015625 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -253974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -253981.671875 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -253981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -253987.078125 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -253987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -253995.437500 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -253995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -254000.906250 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -254000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254005.984375 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -254006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -254008.921875 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -254008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254011.312500 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -254011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -254014.046875 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -254014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -254018.359375 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -254018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -254020.312500 Penalty: 3799.416748
	Iteration 25Q: 3 clusters Score -254020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254023.015625 Penalty: 3799.416748
	Iteration 26Q: 3 clusters Score -254023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254027.140625 Penalty: 3799.416748
	Iteration 27Q: 3 clusters Score -254027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -254030.406250 Penalty: 3799.416748
	Iteration 28Q: 3 clusters Score -254030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -254035.796875 Penalty: 3799.416748
	Iteration 29Q: 3 clusters Score -254035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -254038.515625 Penalty: 3799.416748
	Iteration 30Q: 3 clusters Score -254038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -254040.796875 Penalty: 3799.416748
	Iteration 31Q: 3 clusters Score -254040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -254043.000000 Penalty: 3799.416748
	Iteration 32Q: 3 clusters Score -254043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -254044.312500 Penalty: 3799.416748
	Iteration 33Q: 3 clusters Score -254044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -254045.125000 Penalty: 3799.416748
	Iteration 34Q: 3 clusters Score -254045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -254048.234375 Penalty: 3799.416748
	Iteration 35Q: 3 clusters Score -254048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -254052.531250 Penalty: 3799.416748
	Iteration 36Q: 3 clusters Score -254052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -254054.578125 Penalty: 3799.416748
	Iteration 37Q: 3 clusters Score -254054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -254056.031250 Penalty: 3799.416748
	Iteration 38Q: 3 clusters Score -254056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -254057.515625 Penalty: 3799.416748
	Iteration 39Q: 3 clusters Score -254057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -254059.437500 Penalty: 3799.416748
	Iteration 40F: 3 clusters Score -254059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -254059.718750 Penalty: 3799.416748
	Iteration 41Q: 3 clusters Score -254059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -254060.671875 Penalty: 3799.416748
	Iteration 42Q: 3 clusters Score -254060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -254061.156250 Penalty: 3799.416748
	Iteration 43Q: 3 clusters Score -254061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -254062.000000 Penalty: 3799.416748
	Iteration 44Q: 3 clusters Score -254062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -254062.000000 Penalty: 3799.416748
	Iteration 45F: 3 clusters Score -254062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -440624.375000 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -440624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -436950.937500 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -436950.9 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437798.218750 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -437798.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -437963.593750 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -437963.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -438068.968750 Penalty: 4068.295410
	Iteration 3Q: 3 clusters Score -438069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -438168.843750 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -438168.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -438265.031250 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -438265 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -438361.375000 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -438361.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -438440.531250 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -438440.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -438521.812500 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -438521.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -438601.437500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -438601.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -438712.812500 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -438712.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -438847.875000 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -438847.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -438957.250000 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -438957.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -439063.843750 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -439063.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -439165.812500 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -439165.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -439252.531250 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -439252.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -439329.437500 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -439329.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -439400.187500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -439400.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -439464.375000 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -439464.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -439512.906250 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -439512.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -439565.312500 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -439565.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -439621.531250 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -439621.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -439673.000000 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -439673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -439722.375000 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -439722.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -439760.812500 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -439760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -439798.531250 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -439798.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -439839.000000 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -439839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439876.062500 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -439876.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -439895.875000 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -439895.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -439903.843750 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -439903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -439910.500000 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -439910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -439914.156250 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -439914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -439918.906250 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -439918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -439923.343750 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -439923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -439924.937500 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -439924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439926.937500 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -439926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -439928.000000 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -439928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -439928.500000 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -439928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -439928.750000 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -439928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -439928.750000 Penalty: 4068.295410
	Iteration 39F: 3 clusters Score -439928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -272589.593750 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -272589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269831.718750 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -269831.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -270357.531250 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -270357.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -270519.906250 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -270519.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270628.718750 Penalty: 3827.143555
	Iteration 3Q: 3 clusters Score -270628.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -270718.062500 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -270718.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -270799.750000 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -270799.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270874.156250 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -270874.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -270950.218750 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -270950.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -271022.500000 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -271022.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271093.687500 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -271093.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -271171.656250 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -271171.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -271228.125000 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -271228.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -271285.343750 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -271285.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -271320.718750 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -271320.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -271347.843750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -271347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -271372.562500 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -271372.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -271408.156250 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -271408.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -271441.187500 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -271441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -271461.656250 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -271461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -271481.062500 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -271481.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -271495.968750 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -271496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -271505.937500 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -271505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -271516.531250 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -271516.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -271525.031250 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -271525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -271535.875000 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -271535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -271542.437500 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -271542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -271552.218750 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -271552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -271568.156250 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -271568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271575.343750 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -271575.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271583.343750 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -271583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271593.875000 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -271593.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -271607.531250 Penalty: 3827.143555
	Iteration 31Q: 3 clusters Score -271607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -271617.687500 Penalty: 3827.143555
	Iteration 32Q: 3 clusters Score -271617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -271622.031250 Penalty: 3827.143555
	Iteration 33Q: 3 clusters Score -271622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -271624.687500 Penalty: 3827.143555
	Iteration 34Q: 3 clusters Score -271624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -271625.625000 Penalty: 3827.143555
	Iteration 35Q: 3 clusters Score -271625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -271626.875000 Penalty: 3827.143555
	Iteration 36Q: 3 clusters Score -271626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -271628.218750 Penalty: 3827.143555
	Iteration 37Q: 3 clusters Score -271628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -271628.218750 Penalty: 3827.143555
	Iteration 38F: 3 clusters Score -271628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Entering Unmasked Estep 
Score: -5106795.000000 Penalty: 2632.121582
	Iteration 0F: 2 clusters Score -5106795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -5079256.500000 Penalty: 5264.243164
	Iteration 0F: 3 clusters Score -5079256 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -5089689.000000 Penalty: 5264.243164
	Iteration 1F: 3 clusters Score -5089689 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5090312.500000 Penalty: 5264.243164
	Iteration 2Q: 3 clusters Score -5090312 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5091011.500000 Penalty: 5264.243164
	Iteration 3Q: 3 clusters Score -5091012 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5091845.000000 Penalty: 5264.243164
	Iteration 4Q: 3 clusters Score -5091845 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5092739.000000 Penalty: 5264.243164
	Iteration 5Q: 3 clusters Score -5092739 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5093722.500000 Penalty: 5264.243164
	Iteration 6Q: 3 clusters Score -5093722 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5094867.000000 Penalty: 5264.243164
	Iteration 7F: 3 clusters Score -5094867 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5096168.500000 Penalty: 5264.243164
	Iteration 8F: 3 clusters Score -5096168 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5097475.000000 Penalty: 5264.243164
	Iteration 9F: 3 clusters Score -5097475 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -5098484.500000 Penalty: 5264.243164
	Iteration 10Q: 3 clusters Score -5098484 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5099066.000000 Penalty: 5264.243164
	Iteration 11Q: 3 clusters Score -5099066 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -5099354.500000 Penalty: 5264.243164
	Iteration 12Q: 3 clusters Score -5099354 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5099559.000000 Penalty: 5264.243164
	Iteration 13Q: 3 clusters Score -5099559 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5099762.500000 Penalty: 5264.243164
	Iteration 14Q: 3 clusters Score -5099762 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5099930.000000 Penalty: 5264.243164
	Iteration 15Q: 3 clusters Score -5099930 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5100117.000000 Penalty: 5264.243164
	Iteration 16Q: 3 clusters Score -5100117 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5100312.500000 Penalty: 5264.243164
	Iteration 17Q: 3 clusters Score -5100312 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5100505.000000 Penalty: 5264.243164
	Iteration 18Q: 3 clusters Score -5100505 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -5100721.500000 Penalty: 5264.243164
	Iteration 19Q: 3 clusters Score -5100722 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -5100934.000000 Penalty: 5264.243164
	Iteration 20F: 3 clusters Score -5100934 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5101188.500000 Penalty: 5264.243164
	Iteration 21Q: 3 clusters Score -5101188 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -5101442.500000 Penalty: 5264.243164
	Iteration 22Q: 3 clusters Score -5101442 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -5101748.500000 Penalty: 5264.243164
	Iteration 23Q: 3 clusters Score -5101748 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -5102087.000000 Penalty: 5264.243164
	Iteration 24Q: 3 clusters Score -5102087 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -5102405.000000 Penalty: 5264.243164
	Iteration 25Q: 3 clusters Score -5102405 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5102693.500000 Penalty: 5264.243164
	Iteration 26Q: 3 clusters Score -5102694 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5102954.000000 Penalty: 5264.243164
	Iteration 27Q: 3 clusters Score -5102954 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5103218.000000 Penalty: 5264.243164
	Iteration 28Q: 3 clusters Score -5103218 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5103437.000000 Penalty: 5264.243164
	Iteration 29Q: 3 clusters Score -5103437 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5103624.500000 Penalty: 5264.243164
	Iteration 30Q: 3 clusters Score -5103624 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5103783.000000 Penalty: 5264.243164
	Iteration 31Q: 3 clusters Score -5103783 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5103925.500000 Penalty: 5264.243164
	Iteration 32Q: 3 clusters Score -5103926 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5104066.000000 Penalty: 5264.243164
	Iteration 33Q: 3 clusters Score -5104066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5104194.000000 Penalty: 5264.243164
	Iteration 34Q: 3 clusters Score -5104194 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5104319.500000 Penalty: 5264.243164
	Iteration 35Q: 3 clusters Score -5104320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5104421.000000 Penalty: 5264.243164
	Iteration 36Q: 3 clusters Score -5104421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5104513.500000 Penalty: 5264.243164
	Iteration 37Q: 3 clusters Score -5104514 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5104594.500000 Penalty: 5264.243164
	Iteration 38Q: 3 clusters Score -5104594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5104672.000000 Penalty: 5264.243164
	Iteration 39Q: 3 clusters Score -5104672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5104716.000000 Penalty: 5264.243164
	Iteration 40F: 3 clusters Score -5104716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5104765.500000 Penalty: 5264.243164
	Iteration 41Q: 3 clusters Score -5104766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5104789.500000 Penalty: 5264.243164
	Iteration 42Q: 3 clusters Score -5104790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5104831.000000 Penalty: 5264.243164
	Iteration 43Q: 3 clusters Score -5104831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5104855.000000 Penalty: 5264.243164
	Iteration 44Q: 3 clusters Score -5104855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5104873.000000 Penalty: 5264.243164
	Iteration 45Q: 3 clusters Score -5104873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5104892.500000 Penalty: 5264.243164
	Iteration 46Q: 3 clusters Score -5104892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5104918.500000 Penalty: 5264.243164
	Iteration 47Q: 3 clusters Score -5104918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5104940.500000 Penalty: 5264.243164
	Iteration 48Q: 3 clusters Score -5104940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5104963.000000 Penalty: 5264.243164
	Iteration 49Q: 3 clusters Score -5104963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5104992.000000 Penalty: 5264.243164
	Iteration 50Q: 3 clusters Score -5104992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5104999.500000 Penalty: 5264.243164
	Iteration 51Q: 3 clusters Score -5105000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5105004.000000 Penalty: 5264.243164
	Iteration 52Q: 3 clusters Score -5105004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5105008.000000 Penalty: 5264.243164
	Iteration 53Q: 3 clusters Score -5105008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5105016.000000 Penalty: 5264.243164
	Iteration 54Q: 3 clusters Score -5105016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5105026.500000 Penalty: 5264.243164
	Iteration 55Q: 3 clusters Score -5105026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5105040.500000 Penalty: 5264.243164
	Iteration 56Q: 3 clusters Score -5105040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5105055.500000 Penalty: 5264.243164
	Iteration 57Q: 3 clusters Score -5105056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5105069.000000 Penalty: 5264.243164
	Iteration 58Q: 3 clusters Score -5105069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5105090.000000 Penalty: 5264.243164
	Iteration 59Q: 3 clusters Score -5105090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5105095.500000 Penalty: 5264.243164
	Iteration 60F: 3 clusters Score -5105096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5105119.000000 Penalty: 5264.243164
	Iteration 61Q: 3 clusters Score -5105119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5105124.000000 Penalty: 5264.243164
	Iteration 62Q: 3 clusters Score -5105124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5105142.000000 Penalty: 5264.243164
	Iteration 63Q: 3 clusters Score -5105142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5105147.500000 Penalty: 5264.243164
	Iteration 64Q: 3 clusters Score -5105148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5105157.500000 Penalty: 5264.243164
	Iteration 65Q: 3 clusters Score -5105158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5105160.500000 Penalty: 5264.243164
	Iteration 66Q: 3 clusters Score -5105160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5105166.000000 Penalty: 5264.243164
	Iteration 67Q: 3 clusters Score -5105166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5105164.500000 Penalty: 5264.243164
	Iteration 68Q: 3 clusters Score -5105164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5105169.000000 Penalty: 5264.243164
	Iteration 69Q: 3 clusters Score -5105169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5105174.500000 Penalty: 5264.243164
	Iteration 70Q: 3 clusters Score -5105174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5105174.500000 Penalty: 5264.243164
	Iteration 71Q: 3 clusters Score -5105174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5105170.500000 Penalty: 5264.243164
	Iteration 72Q: 3 clusters Score -5105170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5105170.500000 Penalty: 5264.243164
	Iteration 73Q: 3 clusters Score -5105170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5105171.500000 Penalty: 5264.243164
	Iteration 74Q: 3 clusters Score -5105172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5105173.000000 Penalty: 5264.243164
	Iteration 75Q: 3 clusters Score -5105173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5105173.000000 Penalty: 5264.243164
	Iteration 76F: 3 clusters Score -5105173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -178308.203125 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -178308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176004.562500 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -176004.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -176369.375000 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -176369.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176493.125000 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -176493.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176565.390625 Penalty: 3631.637451
	Iteration 3Q: 3 clusters Score -176565.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -176626.015625 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -176626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -176671.765625 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -176671.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176717.015625 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -176717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176762.375000 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -176762.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176798.109375 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -176798.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -176829.890625 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -176829.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -176875.265625 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -176875.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -176923.000000 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -176923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -176956.562500 Penalty: 3631.637451
	Iteration 12Q: 3 clusters Score -176956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -176991.390625 Penalty: 3631.637451
	Iteration 13Q: 3 clusters Score -176991.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177025.687500 Penalty: 3631.637451
	Iteration 14Q: 3 clusters Score -177025.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177056.687500 Penalty: 3631.637451
	Iteration 15Q: 3 clusters Score -177056.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -177087.906250 Penalty: 3631.637451
	Iteration 16Q: 3 clusters Score -177087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177110.187500 Penalty: 3631.637451
	Iteration 17Q: 3 clusters Score -177110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -177121.828125 Penalty: 3631.637451
	Iteration 18Q: 3 clusters Score -177121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177135.484375 Penalty: 3631.637451
	Iteration 19Q: 3 clusters Score -177135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177152.046875 Penalty: 3631.637451
	Iteration 20F: 3 clusters Score -177152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177159.171875 Penalty: 3631.637451
	Iteration 21Q: 3 clusters Score -177159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -177162.578125 Penalty: 3631.637451
	Iteration 22Q: 3 clusters Score -177162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -177166.578125 Penalty: 3631.637451
	Iteration 23Q: 3 clusters Score -177166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177170.953125 Penalty: 3631.637451
	Iteration 24Q: 3 clusters Score -177171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -177182.218750 Penalty: 3631.637451
	Iteration 25Q: 3 clusters Score -177182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -177194.796875 Penalty: 3631.637451
	Iteration 26Q: 3 clusters Score -177194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177207.890625 Penalty: 3631.637451
	Iteration 27Q: 3 clusters Score -177207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -177220.234375 Penalty: 3631.637451
	Iteration 28Q: 3 clusters Score -177220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -177232.328125 Penalty: 3631.637451
	Iteration 29Q: 3 clusters Score -177232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -177238.875000 Penalty: 3631.637451
	Iteration 30Q: 3 clusters Score -177238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177246.281250 Penalty: 3631.637451
	Iteration 31Q: 3 clusters Score -177246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177251.781250 Penalty: 3631.637451
	Iteration 32Q: 3 clusters Score -177251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -177259.859375 Penalty: 3631.637451
	Iteration 33Q: 3 clusters Score -177259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -177262.578125 Penalty: 3631.637451
	Iteration 34Q: 3 clusters Score -177262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177263.187500 Penalty: 3631.637451
	Iteration 35Q: 3 clusters Score -177263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177263.187500 Penalty: 3631.637451
	Iteration 36F: 3 clusters Score -177263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (14452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Entering Unmasked Estep 
Score: -1760316.750000 Penalty: 2375.489990
	Iteration 0F: 2 clusters Score -1760317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1749763.375000 Penalty: 4750.979980
	Iteration 0F: 3 clusters Score -1749763 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1753235.500000 Penalty: 4750.979980
	Iteration 1F: 3 clusters Score -1753236 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1753875.000000 Penalty: 4750.979980
	Iteration 2F: 3 clusters Score -1753875 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1754563.000000 Penalty: 4750.979980
	Iteration 3F: 3 clusters Score -1754563 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1755436.750000 Penalty: 4750.979980
	Iteration 4F: 3 clusters Score -1755437 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1756394.625000 Penalty: 4750.979980
	Iteration 5F: 3 clusters Score -1756395 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1757417.375000 Penalty: 4750.979980
	Iteration 6F: 3 clusters Score -1757417 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1758189.500000 Penalty: 4750.979980
	Iteration 7F: 3 clusters Score -1758190 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1758612.875000 Penalty: 4750.979980
	Iteration 8Q: 3 clusters Score -1758613 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1758823.875000 Penalty: 4750.979980
	Iteration 9Q: 3 clusters Score -1758824 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1758925.500000 Penalty: 4750.979980
	Iteration 10Q: 3 clusters Score -1758926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1758973.000000 Penalty: 4750.979980
	Iteration 11Q: 3 clusters Score -1758973 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1759005.625000 Penalty: 4750.979980
	Iteration 12Q: 3 clusters Score -1759006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1759031.750000 Penalty: 4750.979980
	Iteration 13Q: 3 clusters Score -1759032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1759062.125000 Penalty: 4750.979980
	Iteration 14Q: 3 clusters Score -1759062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1759085.500000 Penalty: 4750.979980
	Iteration 15Q: 3 clusters Score -1759086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1759110.250000 Penalty: 4750.979980
	Iteration 16Q: 3 clusters Score -1759110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1759128.125000 Penalty: 4750.979980
	Iteration 17Q: 3 clusters Score -1759128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1759149.375000 Penalty: 4750.979980
	Iteration 18Q: 3 clusters Score -1759149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1759163.125000 Penalty: 4750.979980
	Iteration 19Q: 3 clusters Score -1759163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1759176.000000 Penalty: 4750.979980
	Iteration 20F: 3 clusters Score -1759176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1759178.375000 Penalty: 4750.979980
	Iteration 21Q: 3 clusters Score -1759178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1759191.000000 Penalty: 4750.979980
	Iteration 22Q: 3 clusters Score -1759191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1759193.375000 Penalty: 4750.979980
	Iteration 23Q: 3 clusters Score -1759193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1759195.625000 Penalty: 4750.979980
	Iteration 24Q: 3 clusters Score -1759196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1759200.375000 Penalty: 4750.979980
	Iteration 25Q: 3 clusters Score -1759200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1759207.750000 Penalty: 4750.979980
	Iteration 26Q: 3 clusters Score -1759208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1759210.625000 Penalty: 4750.979980
	Iteration 27Q: 3 clusters Score -1759211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1759213.875000 Penalty: 4750.979980
	Iteration 28Q: 3 clusters Score -1759214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1759216.000000 Penalty: 4750.979980
	Iteration 29Q: 3 clusters Score -1759216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1759220.125000 Penalty: 4750.979980
	Iteration 30Q: 3 clusters Score -1759220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1759216.750000 Penalty: 4750.979980
	Iteration 31Q: 3 clusters Score -1759217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1759218.250000 Penalty: 4750.979980
	Iteration 32Q: 3 clusters Score -1759218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1759217.875000 Penalty: 4750.979980
	Iteration 33Q: 3 clusters Score -1759218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1759221.500000 Penalty: 4750.979980
	Iteration 34Q: 3 clusters Score -1759222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1759226.875000 Penalty: 4750.979980
	Iteration 35Q: 3 clusters Score -1759227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1759227.625000 Penalty: 4750.979980
	Iteration 36Q: 3 clusters Score -1759228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1759232.000000 Penalty: 4750.979980
	Iteration 37Q: 3 clusters Score -1759232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1759227.250000 Penalty: 4750.979980
	Iteration 38Q: 3 clusters Score -1759227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1759232.000000 Penalty: 4750.979980
	Iteration 39Q: 3 clusters Score -1759232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1759229.500000 Penalty: 4750.979980
	Iteration 40F: 3 clusters Score -1759230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1759231.125000 Penalty: 4750.979980
	Iteration 41Q: 3 clusters Score -1759231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1759231.500000 Penalty: 4750.979980
	Iteration 42Q: 3 clusters Score -1759232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1759232.250000 Penalty: 4750.979980
	Iteration 43Q: 3 clusters Score -1759232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1759233.375000 Penalty: 4750.979980
	Iteration 44Q: 3 clusters Score -1759233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1759235.125000 Penalty: 4750.979980
	Iteration 45Q: 3 clusters Score -1759235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1759241.250000 Penalty: 4750.979980
	Iteration 46Q: 3 clusters Score -1759241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1759244.250000 Penalty: 4750.979980
	Iteration 47Q: 3 clusters Score -1759244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1759241.625000 Penalty: 4750.979980
	Iteration 48Q: 3 clusters Score -1759242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1759246.625000 Penalty: 4750.979980
	Iteration 49Q: 3 clusters Score -1759247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1759247.000000 Penalty: 4750.979980
	Iteration 50Q: 3 clusters Score -1759247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1759250.250000 Penalty: 4750.979980
	Iteration 51Q: 3 clusters Score -1759250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1759252.875000 Penalty: 4750.979980
	Iteration 52Q: 3 clusters Score -1759253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1759257.250000 Penalty: 4750.979980
	Iteration 53Q: 3 clusters Score -1759257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1759255.625000 Penalty: 4750.979980
	Iteration 54Q: 3 clusters Score -1759256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1759258.000000 Penalty: 4750.979980
	Iteration 55Q: 3 clusters Score -1759258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1759258.875000 Penalty: 4750.979980
	Iteration 56Q: 3 clusters Score -1759259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1759262.625000 Penalty: 4750.979980
	Iteration 57Q: 3 clusters Score -1759263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1759265.375000 Penalty: 4750.979980
	Iteration 58Q: 3 clusters Score -1759265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1759265.625000 Penalty: 4750.979980
	Iteration 59Q: 3 clusters Score -1759266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1759264.875000 Penalty: 4750.979980
	Iteration 60F: 3 clusters Score -1759265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1759263.875000 Penalty: 4750.979980
	Iteration 61Q: 3 clusters Score -1759264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1759268.125000 Penalty: 4750.979980
	Iteration 62Q: 3 clusters Score -1759268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1759269.750000 Penalty: 4750.979980
	Iteration 63Q: 3 clusters Score -1759270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1759268.250000 Penalty: 4750.979980
	Iteration 64Q: 3 clusters Score -1759268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1759269.250000 Penalty: 4750.979980
	Iteration 65Q: 3 clusters Score -1759269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1759271.000000 Penalty: 4750.979980
	Iteration 66Q: 3 clusters Score -1759271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1759271.875000 Penalty: 4750.979980
	Iteration 67Q: 3 clusters Score -1759272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1759271.625000 Penalty: 4750.979980
	Iteration 68Q: 3 clusters Score -1759272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1759269.000000 Penalty: 4750.979980
	Iteration 69Q: 3 clusters Score -1759269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1759268.625000 Penalty: 4750.979980
	Iteration 70Q: 3 clusters Score -1759269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1759271.625000 Penalty: 4750.979980
	Iteration 71Q: 3 clusters Score -1759272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1759270.125000 Penalty: 4750.979980
	Iteration 72Q: 3 clusters Score -1759270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1759271.000000 Penalty: 4750.979980
	Iteration 73Q: 3 clusters Score -1759271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1759269.375000 Penalty: 4750.979980
	Iteration 74Q: 3 clusters Score -1759269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1759271.875000 Penalty: 4750.979980
	Iteration 75Q: 3 clusters Score -1759272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1759272.375000 Penalty: 4750.979980
	Iteration 76Q: 3 clusters Score -1759272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1759273.375000 Penalty: 4750.979980
	Iteration 77Q: 3 clusters Score -1759273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1759276.625000 Penalty: 4750.979980
	Iteration 78Q: 3 clusters Score -1759277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1759276.625000 Penalty: 4750.979980
	Iteration 79F: 3 clusters Score -1759277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -52585.257812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -52585.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51102.707031 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -51102.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51415.917969 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -51415.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51601.921875 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -51601.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51812.804688 Penalty: 3154.348633
	Iteration 3F: 3 clusters Score -51812.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52163.500000 Penalty: 3154.348633
	Iteration 4F: 3 clusters Score -52163.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52791.960938 Penalty: 3154.348633
	Iteration 5F: 3 clusters Score -52791.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53343.117188 Penalty: 3154.348633
	Iteration 6F: 3 clusters Score -53343.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53617.125000 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -53617.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53692.980469 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -53692.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53718.492188 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -53718.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53718.492188 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -53718.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17659 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13843 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 289 members 
Entering Unmasked Estep 
Score: -134500128.000000 Penalty: 241698.718750
Splitting cluster 52 changes total score from -134501088.000000 to -134500128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -306246.437500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -306246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -303670.718750 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -303670.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -304106.656250 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -304106.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -304231.687500 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -304231.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -304326.750000 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -304326.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -304428.250000 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -304428.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304501.843750 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -304501.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -304560.656250 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -304560.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304640.375000 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -304640.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -304729.343750 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -304729.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -304802.250000 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -304802.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -304877.468750 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -304877.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304936.968750 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -304937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304971.468750 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -304971.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304995.312500 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -304995.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -305015.062500 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -305015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -305030.375000 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -305030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305050.625000 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -305050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -305062.812500 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -305062.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -305073.500000 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -305073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -305078.031250 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -305078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305087.500000 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -305087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -305090.562500 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -305090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -305092.718750 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -305092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305094.406250 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -305094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305096.562500 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -305096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -305097.437500 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -305097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305098.250000 Penalty: 3736.446777
	Iteration 26Q: 3 clusters Score -305098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305099.250000 Penalty: 3736.446777
	Iteration 27Q: 3 clusters Score -305099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305099.062500 Penalty: 3736.446777
	Iteration 28Q: 3 clusters Score -305099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305099.062500 Penalty: 3736.446777
	Iteration 29F: 3 clusters Score -305099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Entering Unmasked Estep 
Score: -1424577.125000 Penalty: 2317.853027
	Iteration 0F: 2 clusters Score -1424577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1416022.000000 Penalty: 4635.706055
	Iteration 0F: 3 clusters Score -1416022 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1418626.500000 Penalty: 4635.706055
	Iteration 1F: 3 clusters Score -1418626 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1418972.000000 Penalty: 4635.706055
	Iteration 2F: 3 clusters Score -1418972 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1419217.000000 Penalty: 4635.706055
	Iteration 3F: 3 clusters Score -1419217 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1419381.375000 Penalty: 4635.706055
	Iteration 4Q: 3 clusters Score -1419381 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1419515.375000 Penalty: 4635.706055
	Iteration 5Q: 3 clusters Score -1419515 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1419627.375000 Penalty: 4635.706055
	Iteration 6Q: 3 clusters Score -1419627 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1419709.000000 Penalty: 4635.706055
	Iteration 7Q: 3 clusters Score -1419709 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1419775.500000 Penalty: 4635.706055
	Iteration 8Q: 3 clusters Score -1419776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1419841.125000 Penalty: 4635.706055
	Iteration 9Q: 3 clusters Score -1419841 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1419911.500000 Penalty: 4635.706055
	Iteration 10Q: 3 clusters Score -1419912 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1419992.750000 Penalty: 4635.706055
	Iteration 11Q: 3 clusters Score -1419993 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1420067.875000 Penalty: 4635.706055
	Iteration 12Q: 3 clusters Score -1420068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1420157.000000 Penalty: 4635.706055
	Iteration 13Q: 3 clusters Score -1420157 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1420242.500000 Penalty: 4635.706055
	Iteration 14Q: 3 clusters Score -1420242 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1420354.875000 Penalty: 4635.706055
	Iteration 15Q: 3 clusters Score -1420355 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1420486.875000 Penalty: 4635.706055
	Iteration 16Q: 3 clusters Score -1420487 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1420642.375000 Penalty: 4635.706055
	Iteration 17Q: 3 clusters Score -1420642 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1420795.750000 Penalty: 4635.706055
	Iteration 18Q: 3 clusters Score -1420796 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1420942.750000 Penalty: 4635.706055
	Iteration 19Q: 3 clusters Score -1420943 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1421080.750000 Penalty: 4635.706055
	Iteration 20F: 3 clusters Score -1421081 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1421201.125000 Penalty: 4635.706055
	Iteration 21Q: 3 clusters Score -1421201 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1421314.250000 Penalty: 4635.706055
	Iteration 22Q: 3 clusters Score -1421314 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1421393.625000 Penalty: 4635.706055
	Iteration 23Q: 3 clusters Score -1421394 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1421457.375000 Penalty: 4635.706055
	Iteration 24Q: 3 clusters Score -1421457 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1421529.000000 Penalty: 4635.706055
	Iteration 25Q: 3 clusters Score -1421529 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1421593.250000 Penalty: 4635.706055
	Iteration 26Q: 3 clusters Score -1421593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1421661.875000 Penalty: 4635.706055
	Iteration 27Q: 3 clusters Score -1421662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1421734.375000 Penalty: 4635.706055
	Iteration 28Q: 3 clusters Score -1421734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1421788.000000 Penalty: 4635.706055
	Iteration 29Q: 3 clusters Score -1421788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1421861.375000 Penalty: 4635.706055
	Iteration 30Q: 3 clusters Score -1421861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1421930.875000 Penalty: 4635.706055
	Iteration 31Q: 3 clusters Score -1421931 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1422011.250000 Penalty: 4635.706055
	Iteration 32Q: 3 clusters Score -1422011 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1422115.500000 Penalty: 4635.706055
	Iteration 33Q: 3 clusters Score -1422116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1422244.000000 Penalty: 4635.706055
	Iteration 34Q: 3 clusters Score -1422244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1422357.875000 Penalty: 4635.706055
	Iteration 35Q: 3 clusters Score -1422358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1422446.250000 Penalty: 4635.706055
	Iteration 36Q: 3 clusters Score -1422446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1422505.875000 Penalty: 4635.706055
	Iteration 37Q: 3 clusters Score -1422506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1422566.750000 Penalty: 4635.706055
	Iteration 38Q: 3 clusters Score -1422567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1422600.875000 Penalty: 4635.706055
	Iteration 39Q: 3 clusters Score -1422601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1422635.750000 Penalty: 4635.706055
	Iteration 40F: 3 clusters Score -1422636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1422667.750000 Penalty: 4635.706055
	Iteration 41Q: 3 clusters Score -1422668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1422707.500000 Penalty: 4635.706055
	Iteration 42Q: 3 clusters Score -1422708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1422738.250000 Penalty: 4635.706055
	Iteration 43Q: 3 clusters Score -1422738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1422768.750000 Penalty: 4635.706055
	Iteration 44Q: 3 clusters Score -1422769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1422808.625000 Penalty: 4635.706055
	Iteration 45Q: 3 clusters Score -1422809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1422854.625000 Penalty: 4635.706055
	Iteration 46Q: 3 clusters Score -1422855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1422901.000000 Penalty: 4635.706055
	Iteration 47Q: 3 clusters Score -1422901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1422919.875000 Penalty: 4635.706055
	Iteration 48Q: 3 clusters Score -1422920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1422928.250000 Penalty: 4635.706055
	Iteration 49Q: 3 clusters Score -1422928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1422933.375000 Penalty: 4635.706055
	Iteration 50Q: 3 clusters Score -1422933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1422939.875000 Penalty: 4635.706055
	Iteration 51Q: 3 clusters Score -1422940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1422942.000000 Penalty: 4635.706055
	Iteration 52Q: 3 clusters Score -1422942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1422943.125000 Penalty: 4635.706055
	Iteration 53Q: 3 clusters Score -1422943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1422948.625000 Penalty: 4635.706055
	Iteration 54Q: 3 clusters Score -1422949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1422949.875000 Penalty: 4635.706055
	Iteration 55Q: 3 clusters Score -1422950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1422953.500000 Penalty: 4635.706055
	Iteration 56Q: 3 clusters Score -1422954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1422954.375000 Penalty: 4635.706055
	Iteration 57Q: 3 clusters Score -1422954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1422954.750000 Penalty: 4635.706055
	Iteration 58Q: 3 clusters Score -1422955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1422954.750000 Penalty: 4635.706055
	Iteration 59F: 3 clusters Score -1422955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -1553146.875000 Penalty: 2337.672119
	Iteration 0F: 2 clusters Score -1553147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1543927.500000 Penalty: 4675.344238
	Iteration 0F: 3 clusters Score -1543928 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1546756.500000 Penalty: 4675.344238
	Iteration 1F: 3 clusters Score -1546756 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1547072.500000 Penalty: 4675.344238
	Iteration 2F: 3 clusters Score -1547072 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1547291.375000 Penalty: 4675.344238
	Iteration 3Q: 3 clusters Score -1547291 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1547471.000000 Penalty: 4675.344238
	Iteration 4Q: 3 clusters Score -1547471 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1547632.750000 Penalty: 4675.344238
	Iteration 5Q: 3 clusters Score -1547633 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1547791.500000 Penalty: 4675.344238
	Iteration 6Q: 3 clusters Score -1547792 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1547950.500000 Penalty: 4675.344238
	Iteration 7Q: 3 clusters Score -1547950 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1548126.875000 Penalty: 4675.344238
	Iteration 8Q: 3 clusters Score -1548127 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1548317.875000 Penalty: 4675.344238
	Iteration 9Q: 3 clusters Score -1548318 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1548537.500000 Penalty: 4675.344238
	Iteration 10Q: 3 clusters Score -1548538 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1548780.625000 Penalty: 4675.344238
	Iteration 11Q: 3 clusters Score -1548781 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1549075.500000 Penalty: 4675.344238
	Iteration 12Q: 3 clusters Score -1549076 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1549380.875000 Penalty: 4675.344238
	Iteration 13Q: 3 clusters Score -1549381 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1549663.125000 Penalty: 4675.344238
	Iteration 14Q: 3 clusters Score -1549663 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1549909.875000 Penalty: 4675.344238
	Iteration 15Q: 3 clusters Score -1549910 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1550144.125000 Penalty: 4675.344238
	Iteration 16Q: 3 clusters Score -1550144 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1550371.750000 Penalty: 4675.344238
	Iteration 17Q: 3 clusters Score -1550372 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1550632.250000 Penalty: 4675.344238
	Iteration 18Q: 3 clusters Score -1550632 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1550853.375000 Penalty: 4675.344238
	Iteration 19Q: 3 clusters Score -1550853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1551016.625000 Penalty: 4675.344238
	Iteration 20F: 3 clusters Score -1551017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1551202.125000 Penalty: 4675.344238
	Iteration 21Q: 3 clusters Score -1551202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1551299.500000 Penalty: 4675.344238
	Iteration 22Q: 3 clusters Score -1551300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1551386.125000 Penalty: 4675.344238
	Iteration 23Q: 3 clusters Score -1551386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1551460.875000 Penalty: 4675.344238
	Iteration 24Q: 3 clusters Score -1551461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1551533.250000 Penalty: 4675.344238
	Iteration 25Q: 3 clusters Score -1551533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1551618.250000 Penalty: 4675.344238
	Iteration 26Q: 3 clusters Score -1551618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1551701.625000 Penalty: 4675.344238
	Iteration 27Q: 3 clusters Score -1551702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1551789.000000 Penalty: 4675.344238
	Iteration 28Q: 3 clusters Score -1551789 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1551882.875000 Penalty: 4675.344238
	Iteration 29Q: 3 clusters Score -1551883 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1551952.625000 Penalty: 4675.344238
	Iteration 30Q: 3 clusters Score -1551953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1552009.375000 Penalty: 4675.344238
	Iteration 31Q: 3 clusters Score -1552009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1552072.875000 Penalty: 4675.344238
	Iteration 32Q: 3 clusters Score -1552073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1552120.750000 Penalty: 4675.344238
	Iteration 33Q: 3 clusters Score -1552121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1552154.375000 Penalty: 4675.344238
	Iteration 34Q: 3 clusters Score -1552154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1552192.750000 Penalty: 4675.344238
	Iteration 35Q: 3 clusters Score -1552193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1552220.125000 Penalty: 4675.344238
	Iteration 36Q: 3 clusters Score -1552220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1552241.375000 Penalty: 4675.344238
	Iteration 37Q: 3 clusters Score -1552241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1552267.750000 Penalty: 4675.344238
	Iteration 38Q: 3 clusters Score -1552268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1552297.125000 Penalty: 4675.344238
	Iteration 39Q: 3 clusters Score -1552297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1552307.375000 Penalty: 4675.344238
	Iteration 40F: 3 clusters Score -1552307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1552316.125000 Penalty: 4675.344238
	Iteration 41Q: 3 clusters Score -1552316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1552325.375000 Penalty: 4675.344238
	Iteration 42Q: 3 clusters Score -1552325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1552335.250000 Penalty: 4675.344238
	Iteration 43Q: 3 clusters Score -1552335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1552351.375000 Penalty: 4675.344238
	Iteration 44Q: 3 clusters Score -1552351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1552356.375000 Penalty: 4675.344238
	Iteration 45Q: 3 clusters Score -1552356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1552369.375000 Penalty: 4675.344238
	Iteration 46Q: 3 clusters Score -1552369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1552371.875000 Penalty: 4675.344238
	Iteration 47Q: 3 clusters Score -1552372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1552377.500000 Penalty: 4675.344238
	Iteration 48Q: 3 clusters Score -1552378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1552376.625000 Penalty: 4675.344238
	Iteration 49Q: 3 clusters Score -1552377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1552377.250000 Penalty: 4675.344238
	Iteration 50Q: 3 clusters Score -1552377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1552375.000000 Penalty: 4675.344238
	Iteration 51Q: 3 clusters Score -1552375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1552377.000000 Penalty: 4675.344238
	Iteration 52Q: 3 clusters Score -1552377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1552379.500000 Penalty: 4675.344238
	Iteration 53Q: 3 clusters Score -1552380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1552382.125000 Penalty: 4675.344238
	Iteration 54Q: 3 clusters Score -1552382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1552385.375000 Penalty: 4675.344238
	Iteration 55Q: 3 clusters Score -1552385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1552383.875000 Penalty: 4675.344238
	Iteration 56Q: 3 clusters Score -1552384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1552385.625000 Penalty: 4675.344238
	Iteration 57Q: 3 clusters Score -1552386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1552388.375000 Penalty: 4675.344238
	Iteration 58Q: 3 clusters Score -1552388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1552387.000000 Penalty: 4675.344238
	Iteration 59Q: 3 clusters Score -1552387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1552388.000000 Penalty: 4675.344238
	Iteration 60F: 3 clusters Score -1552388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1552390.250000 Penalty: 4675.344238
	Iteration 61Q: 3 clusters Score -1552390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1552390.250000 Penalty: 4675.344238
	Iteration 62Q: 3 clusters Score -1552390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1552390.250000 Penalty: 4675.344238
	Iteration 63F: 3 clusters Score -1552390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -237030.656250 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -237030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234784.625000 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -234784.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -235479.562500 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -235479.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -235918.234375 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -235918.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -236109.359375 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -236109.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236258.656250 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -236258.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -236396.734375 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -236396.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -236525.250000 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -236525.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236589.390625 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -236589.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -236616.281250 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -236616.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236639.875000 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -236639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236656.640625 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -236656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -236674.687500 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -236674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236687.203125 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -236687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236697.171875 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -236697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236703.734375 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -236703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -236712.578125 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -236712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236720.484375 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -236720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236723.515625 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -236723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236725.296875 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -236725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236725.296875 Penalty: 3639.120605
	Iteration 19F: 3 clusters Score -236725.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -262315.437500 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -262315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -259562.703125 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -259562.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -260090.062500 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -260090.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -260231.234375 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -260231.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260325.937500 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -260325.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -260388.859375 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -260388.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -260419.890625 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -260419.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -260437.062500 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -260437.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260451.203125 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -260451.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -260466.609375 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -260466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260481.359375 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -260481.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -260495.890625 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -260495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260509.875000 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -260509.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -260529.531250 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -260529.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260552.312500 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -260552.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260573.796875 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -260573.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -260601.140625 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -260601.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260629.703125 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -260629.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260661.296875 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -260661.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260698.296875 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -260698.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -260754.703125 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -260754.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260834.156250 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -260834.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -260920.500000 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -260920.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -261003.437500 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -261003.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -261084.343750 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -261084.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261152.265625 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -261152.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -261209.375000 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -261209.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -261254.546875 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -261254.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261287.500000 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -261287.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261324.421875 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -261324.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261370.781250 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -261370.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261408.484375 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -261408.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261432.125000 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -261432.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -261452.640625 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -261452.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261470.875000 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -261470.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -261492.859375 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -261492.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -261513.546875 Penalty: 3823.148926
	Iteration 35Q: 3 clusters Score -261513.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -261537.921875 Penalty: 3823.148926
	Iteration 36Q: 3 clusters Score -261537.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261561.937500 Penalty: 3823.148926
	Iteration 37Q: 3 clusters Score -261561.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -261612.343750 Penalty: 3823.148926
	Iteration 38Q: 3 clusters Score -261612.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -261672.906250 Penalty: 3823.148926
	Iteration 39Q: 3 clusters Score -261672.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -261741.531250 Penalty: 3823.148926
	Iteration 40F: 3 clusters Score -261741.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -261807.250000 Penalty: 3823.148926
	Iteration 41Q: 3 clusters Score -261807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -261839.625000 Penalty: 3823.148926
	Iteration 42Q: 3 clusters Score -261839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -261846.406250 Penalty: 3823.148926
	Iteration 43Q: 3 clusters Score -261846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -261847.640625 Penalty: 3823.148926
	Iteration 44Q: 3 clusters Score -261847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261847.828125 Penalty: 3823.148926
	Iteration 45Q: 3 clusters Score -261847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261847.828125 Penalty: 3823.148926
	Iteration 46F: 3 clusters Score -261847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -877381.687500 Penalty: 2198.842285
	Iteration 0F: 2 clusters Score -877381.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -871527.125000 Penalty: 4397.684570
	Iteration 0F: 3 clusters Score -871527.1 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -872925.062500 Penalty: 4397.684570
	Iteration 1F: 3 clusters Score -872925.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -873172.750000 Penalty: 4397.684570
	Iteration 2F: 3 clusters Score -873172.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -873379.062500 Penalty: 4397.684570
	Iteration 3F: 3 clusters Score -873379.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -873549.062500 Penalty: 4397.684570
	Iteration 4Q: 3 clusters Score -873549.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -873716.062500 Penalty: 4397.684570
	Iteration 5Q: 3 clusters Score -873716.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -873884.437500 Penalty: 4397.684570
	Iteration 6Q: 3 clusters Score -873884.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -874101.750000 Penalty: 4397.684570
	Iteration 7Q: 3 clusters Score -874101.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -874359.187500 Penalty: 4397.684570
	Iteration 8Q: 3 clusters Score -874359.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -874644.750000 Penalty: 4397.684570
	Iteration 9Q: 3 clusters Score -874644.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -874951.937500 Penalty: 4397.684570
	Iteration 10Q: 3 clusters Score -874951.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -875216.875000 Penalty: 4397.684570
	Iteration 11Q: 3 clusters Score -875216.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -875383.937500 Penalty: 4397.684570
	Iteration 12Q: 3 clusters Score -875383.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -875494.562500 Penalty: 4397.684570
	Iteration 13Q: 3 clusters Score -875494.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -875557.062500 Penalty: 4397.684570
	Iteration 14Q: 3 clusters Score -875557.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -875596.937500 Penalty: 4397.684570
	Iteration 15Q: 3 clusters Score -875596.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -875624.250000 Penalty: 4397.684570
	Iteration 16Q: 3 clusters Score -875624.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -875643.250000 Penalty: 4397.684570
	Iteration 17Q: 3 clusters Score -875643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -875656.750000 Penalty: 4397.684570
	Iteration 18Q: 3 clusters Score -875656.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -875664.312500 Penalty: 4397.684570
	Iteration 19Q: 3 clusters Score -875664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -875673.250000 Penalty: 4397.684570
	Iteration 20F: 3 clusters Score -875673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -875673.500000 Penalty: 4397.684570
	Iteration 21Q: 3 clusters Score -875673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -875677.500000 Penalty: 4397.684570
	Iteration 22Q: 3 clusters Score -875677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -875680.500000 Penalty: 4397.684570
	Iteration 23Q: 3 clusters Score -875680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -875686.375000 Penalty: 4397.684570
	Iteration 24Q: 3 clusters Score -875686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -875687.500000 Penalty: 4397.684570
	Iteration 25Q: 3 clusters Score -875687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -875685.875000 Penalty: 4397.684570
	Iteration 26Q: 3 clusters Score -875685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -875688.125000 Penalty: 4397.684570
	Iteration 27Q: 3 clusters Score -875688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -875688.875000 Penalty: 4397.684570
	Iteration 28Q: 3 clusters Score -875688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -875688.625000 Penalty: 4397.684570
	Iteration 29Q: 3 clusters Score -875688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -875688.625000 Penalty: 4397.684570
	Iteration 30Q: 3 clusters Score -875688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -875688.875000 Penalty: 4397.684570
	Iteration 31Q: 3 clusters Score -875688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -875689.937500 Penalty: 4397.684570
	Iteration 32Q: 3 clusters Score -875689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -875690.062500 Penalty: 4397.684570
	Iteration 33Q: 3 clusters Score -875690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -875691.125000 Penalty: 4397.684570
	Iteration 34Q: 3 clusters Score -875691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -875691.125000 Penalty: 4397.684570
	Iteration 35F: 3 clusters Score -875691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (17659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Entering Unmasked Estep 
Score: -2181951.750000 Penalty: 2425.192383
	Iteration 0F: 2 clusters Score -2181952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2169284.500000 Penalty: 4850.384766
	Iteration 0F: 3 clusters Score -2169284 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2173572.250000 Penalty: 4850.384766
	Iteration 1F: 3 clusters Score -2173572 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2174042.250000 Penalty: 4850.384766
	Iteration 2F: 3 clusters Score -2174042 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2174517.500000 Penalty: 4850.384766
	Iteration 3F: 3 clusters Score -2174518 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2174983.750000 Penalty: 4850.384766
	Iteration 4F: 3 clusters Score -2174984 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2175510.750000 Penalty: 4850.384766
	Iteration 5F: 3 clusters Score -2175511 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2176074.500000 Penalty: 4850.384766
	Iteration 6F: 3 clusters Score -2176074 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2176634.000000 Penalty: 4850.384766
	Iteration 7F: 3 clusters Score -2176634 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2177153.750000 Penalty: 4850.384766
	Iteration 8Q: 3 clusters Score -2177154 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2177629.000000 Penalty: 4850.384766
	Iteration 9Q: 3 clusters Score -2177629 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2178080.750000 Penalty: 4850.384766
	Iteration 10Q: 3 clusters Score -2178081 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2178492.500000 Penalty: 4850.384766
	Iteration 11Q: 3 clusters Score -2178492 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2178854.000000 Penalty: 4850.384766
	Iteration 12Q: 3 clusters Score -2178854 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2179145.750000 Penalty: 4850.384766
	Iteration 13Q: 3 clusters Score -2179146 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2179338.750000 Penalty: 4850.384766
	Iteration 14Q: 3 clusters Score -2179339 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2179474.000000 Penalty: 4850.384766
	Iteration 15Q: 3 clusters Score -2179474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2179593.750000 Penalty: 4850.384766
	Iteration 16Q: 3 clusters Score -2179594 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2179677.750000 Penalty: 4850.384766
	Iteration 17Q: 3 clusters Score -2179678 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2179768.250000 Penalty: 4850.384766
	Iteration 18Q: 3 clusters Score -2179768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2179859.750000 Penalty: 4850.384766
	Iteration 19Q: 3 clusters Score -2179860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2179930.750000 Penalty: 4850.384766
	Iteration 20F: 3 clusters Score -2179931 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2180019.500000 Penalty: 4850.384766
	Iteration 21Q: 3 clusters Score -2180020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2180069.250000 Penalty: 4850.384766
	Iteration 22Q: 3 clusters Score -2180069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2180115.000000 Penalty: 4850.384766
	Iteration 23Q: 3 clusters Score -2180115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2180142.500000 Penalty: 4850.384766
	Iteration 24Q: 3 clusters Score -2180142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2180163.000000 Penalty: 4850.384766
	Iteration 25Q: 3 clusters Score -2180163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2180183.500000 Penalty: 4850.384766
	Iteration 26Q: 3 clusters Score -2180184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2180189.250000 Penalty: 4850.384766
	Iteration 27Q: 3 clusters Score -2180189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2180194.250000 Penalty: 4850.384766
	Iteration 28Q: 3 clusters Score -2180194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2180197.500000 Penalty: 4850.384766
	Iteration 29Q: 3 clusters Score -2180198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2180198.000000 Penalty: 4850.384766
	Iteration 30Q: 3 clusters Score -2180198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2180200.000000 Penalty: 4850.384766
	Iteration 31Q: 3 clusters Score -2180200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2180209.250000 Penalty: 4850.384766
	Iteration 32Q: 3 clusters Score -2180209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2180209.500000 Penalty: 4850.384766
	Iteration 33Q: 3 clusters Score -2180210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2180209.000000 Penalty: 4850.384766
	Iteration 34Q: 3 clusters Score -2180209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2180207.000000 Penalty: 4850.384766
	Iteration 35Q: 3 clusters Score -2180207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2180206.750000 Penalty: 4850.384766
	Iteration 36Q: 3 clusters Score -2180207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2180205.750000 Penalty: 4850.384766
	Iteration 37Q: 3 clusters Score -2180206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2180208.500000 Penalty: 4850.384766
	Iteration 38Q: 3 clusters Score -2180208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2180212.750000 Penalty: 4850.384766
	Iteration 39Q: 3 clusters Score -2180213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2180212.750000 Penalty: 4850.384766
	Iteration 40F: 3 clusters Score -2180213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -668180.812500 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -668180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -663421.750000 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -663421.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -664622.125000 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -664622.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664808.187500 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -664808.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -664931.125000 Penalty: 4264.899902
	Iteration 3Q: 3 clusters Score -664931.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -665045.500000 Penalty: 4264.899902
	Iteration 4Q: 3 clusters Score -665045.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -665154.875000 Penalty: 4264.899902
	Iteration 5Q: 3 clusters Score -665154.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -665256.562500 Penalty: 4264.899902
	Iteration 6Q: 3 clusters Score -665256.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -665362.875000 Penalty: 4264.899902
	Iteration 7Q: 3 clusters Score -665362.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -665459.937500 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -665459.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -665551.000000 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -665551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -665654.062500 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -665654.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -665743.312500 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -665743.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -665843.250000 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -665843.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -665947.437500 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -665947.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -666050.000000 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -666050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -666135.562500 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -666135.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -666217.062500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -666217.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -666297.375000 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -666297.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -666379.250000 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -666379.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -666448.875000 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -666448.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -666521.000000 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -666521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -666592.625000 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -666592.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -666673.812500 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -666673.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -666755.875000 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -666755.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -666802.687500 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -666802.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -666826.062500 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -666826.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -666844.125000 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -666844.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -666862.625000 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -666862.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -666877.812500 Penalty: 4264.899902
	Iteration 28Q: 3 clusters Score -666877.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -666897.062500 Penalty: 4264.899902
	Iteration 29Q: 3 clusters Score -666897.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -666913.937500 Penalty: 4264.899902
	Iteration 30Q: 3 clusters Score -666913.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -666939.937500 Penalty: 4264.899902
	Iteration 31Q: 3 clusters Score -666939.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -666953.187500 Penalty: 4264.899902
	Iteration 32Q: 3 clusters Score -666953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -666967.937500 Penalty: 4264.899902
	Iteration 33Q: 3 clusters Score -666967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -666981.125000 Penalty: 4264.899902
	Iteration 34Q: 3 clusters Score -666981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -666987.937500 Penalty: 4264.899902
	Iteration 35Q: 3 clusters Score -666987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -666989.875000 Penalty: 4264.899902
	Iteration 36Q: 3 clusters Score -666989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -666992.750000 Penalty: 4264.899902
	Iteration 37Q: 3 clusters Score -666992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -666995.375000 Penalty: 4264.899902
	Iteration 38Q: 3 clusters Score -666995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -666999.937500 Penalty: 4264.899902
	Iteration 39Q: 3 clusters Score -666999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -667003.562500 Penalty: 4264.899902
	Iteration 40F: 3 clusters Score -667003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -667008.062500 Penalty: 4264.899902
	Iteration 41Q: 3 clusters Score -667008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -667015.000000 Penalty: 4264.899902
	Iteration 42Q: 3 clusters Score -667015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -667017.000000 Penalty: 4264.899902
	Iteration 43Q: 3 clusters Score -667017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -667018.937500 Penalty: 4264.899902
	Iteration 44Q: 3 clusters Score -667018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -667020.687500 Penalty: 4264.899902
	Iteration 45Q: 3 clusters Score -667020.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -667022.437500 Penalty: 4264.899902
	Iteration 46Q: 3 clusters Score -667022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -667023.500000 Penalty: 4264.899902
	Iteration 47Q: 3 clusters Score -667023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -667027.750000 Penalty: 4264.899902
	Iteration 48Q: 3 clusters Score -667027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -667032.000000 Penalty: 4264.899902
	Iteration 49Q: 3 clusters Score -667032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -667032.375000 Penalty: 4264.899902
	Iteration 50Q: 3 clusters Score -667032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -667034.187500 Penalty: 4264.899902
	Iteration 51Q: 3 clusters Score -667034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -667035.750000 Penalty: 4264.899902
	Iteration 52Q: 3 clusters Score -667035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -667035.375000 Penalty: 4264.899902
	Iteration 53Q: 3 clusters Score -667035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -667035.812500 Penalty: 4264.899902
	Iteration 54Q: 3 clusters Score -667035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -667037.875000 Penalty: 4264.899902
	Iteration 55Q: 3 clusters Score -667037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -667038.125000 Penalty: 4264.899902
	Iteration 56Q: 3 clusters Score -667038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -667038.125000 Penalty: 4264.899902
	Iteration 57F: 3 clusters Score -667038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -328265.562500 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -328265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -325188.437500 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -325188.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -325771.187500 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -325771.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -325923.750000 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -325923.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -326021.843750 Penalty: 3915.026611
	Iteration 3Q: 3 clusters Score -326021.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -326098.062500 Penalty: 3915.026611
	Iteration 4Q: 3 clusters Score -326098.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -326157.906250 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -326157.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -326209.593750 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -326209.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326270.281250 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -326270.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -326336.781250 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -326336.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326400.406250 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -326400.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -326470.593750 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -326470.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -326542.218750 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -326542.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -326627.687500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -326627.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -326738.437500 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -326738.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -326831.906250 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -326831.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326902.906250 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -326902.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326963.250000 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -326963.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -327006.906250 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -327006.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -327062.875000 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -327062.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -327085.968750 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -327086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -327099.312500 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -327099.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -327108.062500 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -327108.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -327118.218750 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -327118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -327134.468750 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -327134.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -327146.031250 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -327146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -327164.187500 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -327164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -327182.531250 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -327182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -327193.218750 Penalty: 3915.026611
	Iteration 27Q: 3 clusters Score -327193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -327206.312500 Penalty: 3915.026611
	Iteration 28Q: 3 clusters Score -327206.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -327214.500000 Penalty: 3915.026611
	Iteration 29Q: 3 clusters Score -327214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -327219.343750 Penalty: 3915.026611
	Iteration 30Q: 3 clusters Score -327219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -327221.906250 Penalty: 3915.026611
	Iteration 31Q: 3 clusters Score -327221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -327222.937500 Penalty: 3915.026611
	Iteration 32Q: 3 clusters Score -327222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -327224.750000 Penalty: 3915.026611
	Iteration 33Q: 3 clusters Score -327224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -327225.593750 Penalty: 3915.026611
	Iteration 34Q: 3 clusters Score -327225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -327225.593750 Penalty: 3915.026611
	Iteration 35F: 3 clusters Score -327225.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -38299.382812 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -38299.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37006.085938 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -37006.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37264.480469 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -37264.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37343.003906 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -37343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37365.269531 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -37365.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37377.417969 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -37377.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37382.906250 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -37382.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37390.281250 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -37390.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37390.281250 Penalty: 2956.658691
	Iteration 7F: 3 clusters Score -37390.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -347897.937500 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -347897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -344731.875000 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -344731.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -345350.062500 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -345350.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -345517.781250 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -345517.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -345594.125000 Penalty: 3936.406006
	Iteration 3Q: 3 clusters Score -345594.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -345652.187500 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -345652.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -345691.375000 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -345691.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -345722.125000 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -345722.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345745.156250 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -345745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -345760.500000 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -345760.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345771.406250 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -345771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -345777.562500 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -345777.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345783.625000 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -345783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -345787.937500 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -345787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345789.750000 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -345789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -345790.031250 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -345790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -345789.812500 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -345789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -345791.062500 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -345791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -345793.125000 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -345793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -345797.187500 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -345797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -345800.906250 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -345800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -345803.125000 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -345803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -345805.343750 Penalty: 3936.406006
	Iteration 21Q: 3 clusters Score -345805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -345805.750000 Penalty: 3936.406006
	Iteration 22Q: 3 clusters Score -345805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -345807.781250 Penalty: 3936.406006
	Iteration 23Q: 3 clusters Score -345807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345807.781250 Penalty: 3936.406006
	Iteration 24Q: 3 clusters Score -345807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345807.781250 Penalty: 3936.406006
	Iteration 25F: 3 clusters Score -345807.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -323862.343750 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -323862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -320804.500000 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -320804.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321421.062500 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -321421.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -321567.062500 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -321567.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -321650.156250 Penalty: 3914.656250
	Iteration 3Q: 3 clusters Score -321650.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -321720.656250 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -321720.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -321785.000000 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -321785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -321840.593750 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -321840.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -321897.812500 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -321897.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -321954.031250 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -321954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -321995.218750 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -321995.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -322024.312500 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -322024.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -322050.187500 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -322050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -322072.125000 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -322072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -322095.625000 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -322095.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -322116.093750 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -322116.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -322127.031250 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -322127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -322136.468750 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -322136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -322143.687500 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -322143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -322148.843750 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -322148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -322150.531250 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -322150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -322152.812500 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -322152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -322155.500000 Penalty: 3914.656250
	Iteration 21Q: 3 clusters Score -322155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -322156.718750 Penalty: 3914.656250
	Iteration 22Q: 3 clusters Score -322156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -322157.218750 Penalty: 3914.656250
	Iteration 23Q: 3 clusters Score -322157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -322159.062500 Penalty: 3914.656250
	Iteration 24Q: 3 clusters Score -322159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -322159.062500 Penalty: 3914.656250
	Iteration 25F: 3 clusters Score -322159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Entering Unmasked Estep 
Score: -1705939.250000 Penalty: 2364.812744
	Iteration 0F: 2 clusters Score -1705939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1695849.000000 Penalty: 4729.625488
	Iteration 0F: 3 clusters Score -1695849 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1699108.875000 Penalty: 4729.625488
	Iteration 1F: 3 clusters Score -1699109 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1699472.875000 Penalty: 4729.625488
	Iteration 2F: 3 clusters Score -1699473 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1699741.875000 Penalty: 4729.625488
	Iteration 3Q: 3 clusters Score -1699742 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1699961.000000 Penalty: 4729.625488
	Iteration 4Q: 3 clusters Score -1699961 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1700168.125000 Penalty: 4729.625488
	Iteration 5Q: 3 clusters Score -1700168 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1700397.125000 Penalty: 4729.625488
	Iteration 6Q: 3 clusters Score -1700397 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1700669.250000 Penalty: 4729.625488
	Iteration 7Q: 3 clusters Score -1700669 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1700954.750000 Penalty: 4729.625488
	Iteration 8Q: 3 clusters Score -1700955 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1701307.875000 Penalty: 4729.625488
	Iteration 9Q: 3 clusters Score -1701308 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1701655.000000 Penalty: 4729.625488
	Iteration 10Q: 3 clusters Score -1701655 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1702005.250000 Penalty: 4729.625488
	Iteration 11Q: 3 clusters Score -1702005 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1702293.875000 Penalty: 4729.625488
	Iteration 12Q: 3 clusters Score -1702294 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1702530.875000 Penalty: 4729.625488
	Iteration 13Q: 3 clusters Score -1702531 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1702753.000000 Penalty: 4729.625488
	Iteration 14Q: 3 clusters Score -1702753 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1702969.250000 Penalty: 4729.625488
	Iteration 15Q: 3 clusters Score -1702969 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1703156.000000 Penalty: 4729.625488
	Iteration 16Q: 3 clusters Score -1703156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1703317.875000 Penalty: 4729.625488
	Iteration 17Q: 3 clusters Score -1703318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1703469.000000 Penalty: 4729.625488
	Iteration 18Q: 3 clusters Score -1703469 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1703594.125000 Penalty: 4729.625488
	Iteration 19Q: 3 clusters Score -1703594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1703688.000000 Penalty: 4729.625488
	Iteration 20F: 3 clusters Score -1703688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1703754.125000 Penalty: 4729.625488
	Iteration 21Q: 3 clusters Score -1703754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1703808.500000 Penalty: 4729.625488
	Iteration 22Q: 3 clusters Score -1703808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1703858.750000 Penalty: 4729.625488
	Iteration 23Q: 3 clusters Score -1703859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1703898.875000 Penalty: 4729.625488
	Iteration 24Q: 3 clusters Score -1703899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1703921.125000 Penalty: 4729.625488
	Iteration 25Q: 3 clusters Score -1703921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1703947.250000 Penalty: 4729.625488
	Iteration 26Q: 3 clusters Score -1703947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1703976.500000 Penalty: 4729.625488
	Iteration 27Q: 3 clusters Score -1703976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1704011.000000 Penalty: 4729.625488
	Iteration 28Q: 3 clusters Score -1704011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1704048.250000 Penalty: 4729.625488
	Iteration 29Q: 3 clusters Score -1704048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1704075.750000 Penalty: 4729.625488
	Iteration 30Q: 3 clusters Score -1704076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1704101.250000 Penalty: 4729.625488
	Iteration 31Q: 3 clusters Score -1704101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1704114.500000 Penalty: 4729.625488
	Iteration 32Q: 3 clusters Score -1704114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1704119.625000 Penalty: 4729.625488
	Iteration 33Q: 3 clusters Score -1704120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1704128.875000 Penalty: 4729.625488
	Iteration 34Q: 3 clusters Score -1704129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1704152.375000 Penalty: 4729.625488
	Iteration 35Q: 3 clusters Score -1704152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1704176.375000 Penalty: 4729.625488
	Iteration 36Q: 3 clusters Score -1704176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1704206.000000 Penalty: 4729.625488
	Iteration 37Q: 3 clusters Score -1704206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1704242.250000 Penalty: 4729.625488
	Iteration 38Q: 3 clusters Score -1704242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1704272.500000 Penalty: 4729.625488
	Iteration 39Q: 3 clusters Score -1704272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1704289.625000 Penalty: 4729.625488
	Iteration 40F: 3 clusters Score -1704290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1704302.250000 Penalty: 4729.625488
	Iteration 41Q: 3 clusters Score -1704302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1704308.000000 Penalty: 4729.625488
	Iteration 42Q: 3 clusters Score -1704308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1704314.375000 Penalty: 4729.625488
	Iteration 43Q: 3 clusters Score -1704314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1704319.125000 Penalty: 4729.625488
	Iteration 44Q: 3 clusters Score -1704319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1704322.250000 Penalty: 4729.625488
	Iteration 45Q: 3 clusters Score -1704322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1704323.625000 Penalty: 4729.625488
	Iteration 46Q: 3 clusters Score -1704324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1704325.250000 Penalty: 4729.625488
	Iteration 47Q: 3 clusters Score -1704325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1704326.625000 Penalty: 4729.625488
	Iteration 48Q: 3 clusters Score -1704327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1704326.625000 Penalty: 4729.625488
	Iteration 49F: 3 clusters Score -1704327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -682889.375000 Penalty: 2137.563721
	Iteration 0F: 2 clusters Score -682889.4 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 2799 members 
Entering Unmasked Estep 
Score: -678044.687500 Penalty: 4275.127441
	Iteration 0F: 3 clusters Score -678044.7 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -679235.437500 Penalty: 4275.127441
	Iteration 1F: 3 clusters Score -679235.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -679518.875000 Penalty: 4275.127441
	Iteration 2F: 3 clusters Score -679518.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -679740.937500 Penalty: 4275.127441
	Iteration 3F: 3 clusters Score -679740.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -679997.000000 Penalty: 4275.127441
	Iteration 4F: 3 clusters Score -679997 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -680312.437500 Penalty: 4275.127441
	Iteration 5F: 3 clusters Score -680312.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -680686.250000 Penalty: 4275.127441
	Iteration 6F: 3 clusters Score -680686.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -681104.312500 Penalty: 4275.127441
	Iteration 7F: 3 clusters Score -681104.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -681563.250000 Penalty: 4275.127441
	Iteration 8F: 3 clusters Score -681563.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -682054.000000 Penalty: 4275.127441
	Iteration 9F: 3 clusters Score -682054 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -682525.062500 Penalty: 4275.127441
	Iteration 10Q: 3 clusters Score -682525.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -682766.625000 Penalty: 4275.127441
	Iteration 11Q: 3 clusters Score -682766.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -682836.937500 Penalty: 4275.127441
	Iteration 12Q: 3 clusters Score -682836.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -682868.687500 Penalty: 4275.127441
	Iteration 13Q: 3 clusters Score -682868.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -682883.937500 Penalty: 4275.127441
	Iteration 14Q: 3 clusters Score -682883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -682892.625000 Penalty: 4275.127441
	Iteration 15Q: 3 clusters Score -682892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -682899.375000 Penalty: 4275.127441
	Iteration 16Q: 3 clusters Score -682899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -682904.437500 Penalty: 4275.127441
	Iteration 17Q: 3 clusters Score -682904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -682909.312500 Penalty: 4275.127441
	Iteration 18Q: 3 clusters Score -682909.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -682910.875000 Penalty: 4275.127441
	Iteration 19Q: 3 clusters Score -682910.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -682914.312500 Penalty: 4275.127441
	Iteration 20F: 3 clusters Score -682914.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -682919.187500 Penalty: 4275.127441
	Iteration 21Q: 3 clusters Score -682919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -682921.062500 Penalty: 4275.127441
	Iteration 22Q: 3 clusters Score -682921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -682926.187500 Penalty: 4275.127441
	Iteration 23Q: 3 clusters Score -682926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -682932.812500 Penalty: 4275.127441
	Iteration 24Q: 3 clusters Score -682932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -682936.250000 Penalty: 4275.127441
	Iteration 25Q: 3 clusters Score -682936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -682941.562500 Penalty: 4275.127441
	Iteration 26Q: 3 clusters Score -682941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -682947.687500 Penalty: 4275.127441
	Iteration 27Q: 3 clusters Score -682947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -682952.062500 Penalty: 4275.127441
	Iteration 28Q: 3 clusters Score -682952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -682956.562500 Penalty: 4275.127441
	Iteration 29Q: 3 clusters Score -682956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -682962.125000 Penalty: 4275.127441
	Iteration 30Q: 3 clusters Score -682962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -682969.000000 Penalty: 4275.127441
	Iteration 31Q: 3 clusters Score -682969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -682974.437500 Penalty: 4275.127441
	Iteration 32Q: 3 clusters Score -682974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -682977.000000 Penalty: 4275.127441
	Iteration 33Q: 3 clusters Score -682977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -682977.687500 Penalty: 4275.127441
	Iteration 34Q: 3 clusters Score -682977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -682980.750000 Penalty: 4275.127441
	Iteration 35Q: 3 clusters Score -682980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -682981.875000 Penalty: 4275.127441
	Iteration 36Q: 3 clusters Score -682981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -682982.500000 Penalty: 4275.127441
	Iteration 37Q: 3 clusters Score -682982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -682983.125000 Penalty: 4275.127441
	Iteration 38Q: 3 clusters Score -682983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -682983.125000 Penalty: 4275.127441
	Iteration 39F: 3 clusters Score -682983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17659 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13843 members 
Mstep: Class 66 contains 3292 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 2245 members 
Entering Unmasked Estep 
Score: -134499952.000000 Penalty: 241698.718750
Splitting cluster 66 changes total score from -134501088.000000 to -134499952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34745.003906 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -34745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33483.160156 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -33483.16 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34011.285156 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -34011.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34305.253906 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -34305.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34433.000000 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -34433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34495.125000 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -34495.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34534.359375 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -34534.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34557.218750 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -34557.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34557.218750 Penalty: 3110.410156
	Iteration 7F: 3 clusters Score -34557.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -164298.578125 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -164298.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162373.593750 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -162373.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162672.375000 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -162672.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -162773.421875 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -162773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162809.296875 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -162809.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162829.906250 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -162829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -162854.515625 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -162854.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -162869.312500 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -162869.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -162882.640625 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -162882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -162891.968750 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -162892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -162906.109375 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -162906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -162915.250000 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -162915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -162922.203125 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -162922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -162929.281250 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -162929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162943.171875 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -162943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -162955.406250 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -162955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -162964.218750 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -162964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -162966.765625 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -162966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162967.562500 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -162967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162967.562500 Penalty: 3428.226807
	Iteration 18F: 3 clusters Score -162967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -640427.437500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -640427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -635832.125000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -635832.1 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -636940.812500 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -636940.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -637131.812500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -637131.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -637282.000000 Penalty: 4245.790527
	Iteration 3Q: 3 clusters Score -637282 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -637427.500000 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -637427.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -637618.750000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -637618.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -637902.250000 Penalty: 4245.790527
	Iteration 6F: 3 clusters Score -637902.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -638251.125000 Penalty: 4245.790527
	Iteration 7F: 3 clusters Score -638251.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -638653.000000 Penalty: 4245.790527
	Iteration 8F: 3 clusters Score -638653 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -639061.250000 Penalty: 4245.790527
	Iteration 9F: 3 clusters Score -639061.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -639447.437500 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -639447.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -639725.375000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -639725.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -639881.250000 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -639881.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -639944.000000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -639944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -639970.250000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -639970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -639979.312500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -639979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -639981.375000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -639981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -639984.500000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -639984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -639985.625000 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -639985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -639985.125000 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -639985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -639985.125000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -639985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73522 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27159 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39563 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108280 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40676 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17659 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13843 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 199Q: 70 clusters Score -1.345011e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73519 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27156 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173206 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39562 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108284 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13695 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11024 members 
Mstep: Class 38 contains 50383 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17660 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 200F: 70 clusters Score -1.345011e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73519 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 27151 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173203 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39560 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108289 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11024 members 
Mstep: Class 38 contains 50381 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17661 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 201Q: 70 clusters Score -1.345012e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73515 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27145 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173200 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34898 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39561 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108288 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50378 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17662 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 202Q: 70 clusters Score -1.345012e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73518 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27134 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173198 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39562 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108287 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7714 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17662 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501088.000000 Penalty: 238245.875000
Iteration 203Q: 70 clusters Score -1.345011e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73512 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27125 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173198 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34902 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67366 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39559 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108290 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50378 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9058 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17662 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501072.000000 Penalty: 238245.875000
Iteration 204Q: 70 clusters Score -1.345011e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73510 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27116 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173198 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39553 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108292 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13682 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50380 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9059 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12408 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17662 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501104.000000 Penalty: 238245.875000
Iteration 205Q: 70 clusters Score -1.345011e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73508 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27109 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173199 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39546 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108297 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9060 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17664 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13845 members 
Mstep: Class 66 contains 5538 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501088.000000 Penalty: 238245.875000
Iteration 206Q: 70 clusters Score -1.345011e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73507 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27100 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173200 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108301 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 50380 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9062 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17664 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13844 members 
Mstep: Class 66 contains 5541 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 207Q: 70 clusters Score -1.345011e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73504 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27090 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173198 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39537 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108302 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50382 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9060 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40677 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14453 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12409 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17665 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13846 members 
Mstep: Class 66 contains 5541 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 208Q: 70 clusters Score -1.345012e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73501 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27082 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173197 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39533 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108306 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50384 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9059 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14453 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12410 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17666 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13848 members 
Mstep: Class 66 contains 5542 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 209Q: 70 clusters Score -1.345011e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73499 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 27073 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173198 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67360 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39529 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108310 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50387 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9057 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14256 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40679 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14452 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12411 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17666 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13850 members 
Mstep: Class 66 contains 5543 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 210Q: 70 clusters Score -1.345012e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73500 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 27062 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173197 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67359 members 
Mstep: Class 23 contains 14661 members 
Mstep: Class 24 contains 39527 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108315 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11639 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3308 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50387 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9056 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14255 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40679 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17666 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13853 members 
Mstep: Class 66 contains 5544 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 211Q: 70 clusters Score -1.345012e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73499 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 27051 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173195 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14662 members 
Mstep: Class 24 contains 39526 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108317 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3307 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50388 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9052 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14253 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17666 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13857 members 
Mstep: Class 66 contains 5546 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 212Q: 70 clusters Score -1.345011e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73498 members 
Mstep: Class 5 contains 132997 members 
Mstep: Class 6 contains 27042 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173194 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67356 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39524 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108319 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3307 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50390 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9052 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14253 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40679 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14446 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17667 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13860 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 213Q: 70 clusters Score -1.345012e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73498 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 27032 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173193 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39522 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108317 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 11031 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9051 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14253 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40678 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14446 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17668 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13861 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501104.000000 Penalty: 238245.875000
Iteration 214Q: 70 clusters Score -1.345011e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73495 members 
Mstep: Class 5 contains 132997 members 
Mstep: Class 6 contains 27020 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173192 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2323 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67352 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39514 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108319 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11031 members 
Mstep: Class 38 contains 50397 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9050 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14252 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14447 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17671 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13863 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501088.000000 Penalty: 238245.875000
Iteration 215Q: 70 clusters Score -1.345011e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73497 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 27004 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173192 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 34902 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67352 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39501 members 
Mstep: Class 25 contains 10444 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108320 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11030 members 
Mstep: Class 38 contains 50396 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9050 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14251 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40680 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14448 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17675 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13864 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501040.000000 Penalty: 238245.875000
Iteration 216Q: 70 clusters Score -1.34501e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73501 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26984 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173191 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39491 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108320 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9048 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14249 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17679 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13866 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501072.000000 Penalty: 238245.875000
Iteration 217Q: 70 clusters Score -1.345011e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73502 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26973 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 173186 members 
Mstep: Class 11 contains 38953 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67352 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108318 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50396 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9045 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14247 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11455 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17679 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13867 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 218Q: 70 clusters Score -1.345012e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73504 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26954 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173185 members 
Mstep: Class 11 contains 38953 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67353 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39475 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108321 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50387 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9044 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14245 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14450 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17683 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13869 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 219Q: 70 clusters Score -1.345012e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73503 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26935 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173184 members 
Mstep: Class 11 contains 38955 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67355 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39461 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108325 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11026 members 
Mstep: Class 38 contains 50388 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14244 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14451 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17689 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13872 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 220F: 70 clusters Score -1.345012e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73504 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26918 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173182 members 
Mstep: Class 11 contains 38954 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67356 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39450 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108329 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11027 members 
Mstep: Class 38 contains 50390 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14244 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14449 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17693 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13873 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 221Q: 70 clusters Score -1.345012e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 73502 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26907 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173182 members 
Mstep: Class 11 contains 38953 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108330 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11028 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14243 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40682 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14447 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12413 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17697 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13875 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501296.000000 Penalty: 238245.875000
Iteration 222Q: 70 clusters Score -1.345013e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73494 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26908 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173179 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108328 members 
Mstep: Class 28 contains 10836 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50394 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14242 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14446 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12414 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17705 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13878 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501312.000000 Penalty: 238245.875000
Iteration 223Q: 70 clusters Score -1.345013e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73490 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26905 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173177 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67353 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108329 members 
Mstep: Class 28 contains 10837 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50391 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14242 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14445 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12415 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17712 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13880 members 
Mstep: Class 66 contains 5549 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501328.000000 Penalty: 238245.875000
Iteration 224Q: 70 clusters Score -1.345013e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73484 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26901 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173175 members 
Mstep: Class 11 contains 38948 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67353 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39447 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108332 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11030 members 
Mstep: Class 38 contains 50388 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14241 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14443 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12416 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17719 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13880 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 225Q: 70 clusters Score -1.345013e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73480 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26897 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173173 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67353 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39445 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108334 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11636 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 11030 members 
Mstep: Class 38 contains 50386 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14239 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14443 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12418 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17720 members 
Mstep: Class 60 contains 5425 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13880 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501360.000000 Penalty: 238245.875000
Iteration 226Q: 70 clusters Score -1.345014e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73480 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26893 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173170 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67351 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39445 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108336 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11637 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50386 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14238 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14442 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12421 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17723 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13880 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501376.000000 Penalty: 238245.875000
Iteration 227Q: 70 clusters Score -1.345014e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 73477 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26893 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173167 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67351 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39445 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108341 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14236 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14441 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12421 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17731 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13880 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501360.000000 Penalty: 238245.875000
Iteration 228Q: 70 clusters Score -1.345014e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73476 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26890 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173162 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67351 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39439 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108342 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11030 members 
Mstep: Class 38 contains 50380 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14234 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40681 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12422 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17737 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13882 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501328.000000 Penalty: 238245.875000
Iteration 229Q: 70 clusters Score -1.345013e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73471 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26884 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173161 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67353 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39438 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108344 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11637 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11030 members 
Mstep: Class 38 contains 50377 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14233 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40683 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12423 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17743 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13884 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 230Q: 70 clusters Score -1.345012e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73469 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26875 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173164 members 
Mstep: Class 11 contains 38950 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67355 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39434 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108347 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13678 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11031 members 
Mstep: Class 38 contains 50375 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14231 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40683 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12422 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17743 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13885 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501296.000000 Penalty: 238245.875000
Iteration 231Q: 70 clusters Score -1.345013e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73464 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26868 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173161 members 
Mstep: Class 11 contains 38949 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67358 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39429 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108349 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11032 members 
Mstep: Class 38 contains 50373 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14228 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40685 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12423 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17748 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13888 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501168.000000 Penalty: 238245.875000
Iteration 232Q: 70 clusters Score -1.345012e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73461 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26862 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173158 members 
Mstep: Class 11 contains 38948 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67361 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39424 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108350 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11033 members 
Mstep: Class 38 contains 50367 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14226 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40685 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12424 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17750 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13890 members 
Mstep: Class 66 contains 5550 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 233Q: 70 clusters Score -1.345012e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26853 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173156 members 
Mstep: Class 11 contains 38947 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67361 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39422 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108352 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11034 members 
Mstep: Class 38 contains 50368 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14224 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12424 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17756 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13892 members 
Mstep: Class 66 contains 5551 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 234Q: 70 clusters Score -1.345012e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26837 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173152 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39423 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108357 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11639 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11035 members 
Mstep: Class 38 contains 50365 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14223 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12424 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17759 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13893 members 
Mstep: Class 66 contains 5551 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501312.000000 Penalty: 238245.875000
Iteration 235Q: 70 clusters Score -1.345013e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73452 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26824 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173148 members 
Mstep: Class 11 contains 38943 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39417 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108359 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11035 members 
Mstep: Class 38 contains 50363 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14223 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12424 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17764 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13894 members 
Mstep: Class 66 contains 5552 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501200.000000 Penalty: 238245.875000
Iteration 236Q: 70 clusters Score -1.345012e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26814 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173140 members 
Mstep: Class 11 contains 38943 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39412 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108362 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11036 members 
Mstep: Class 38 contains 50363 members 
Mstep: Class 39 contains 5313 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12424 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13895 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 237Q: 70 clusters Score -1.345012e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73449 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26808 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67364 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39409 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50362 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13896 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 238Q: 70 clusters Score -1.345012e+08 nChanged 28
Entering ConstructFrom: 
Score: -134501248.000000 Penalty: 238245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -710705.750000 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -710705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -705626.875000 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -705626.9 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -706859.000000 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -706859 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -707084.125000 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -707084.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -707245.875000 Penalty: 4298.913086
	Iteration 3F: 3 clusters Score -707245.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -707379.187500 Penalty: 4298.913086
	Iteration 4Q: 3 clusters Score -707379.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -707514.000000 Penalty: 4298.913086
	Iteration 5Q: 3 clusters Score -707514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -707637.312500 Penalty: 4298.913086
	Iteration 6Q: 3 clusters Score -707637.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -707755.125000 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -707755.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -707883.375000 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -707883.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -708041.937500 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -708041.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -708198.375000 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -708198.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -708398.437500 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -708398.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -708606.687500 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -708606.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -708805.125000 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -708805.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -708982.687500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -708982.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -709126.750000 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -709126.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -709242.937500 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -709242.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -709315.125000 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -709315.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -709377.562500 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -709377.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -709424.250000 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -709424.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -709460.000000 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -709460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -709498.375000 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -709498.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -709535.062500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -709535.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -709567.062500 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -709567.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -709589.562500 Penalty: 4298.913086
	Iteration 24Q: 3 clusters Score -709589.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -709614.062500 Penalty: 4298.913086
	Iteration 25Q: 3 clusters Score -709614.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -709629.250000 Penalty: 4298.913086
	Iteration 26Q: 3 clusters Score -709629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -709640.125000 Penalty: 4298.913086
	Iteration 27Q: 3 clusters Score -709640.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -709649.500000 Penalty: 4298.913086
	Iteration 28Q: 3 clusters Score -709649.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -709658.000000 Penalty: 4298.913086
	Iteration 29Q: 3 clusters Score -709658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -709664.437500 Penalty: 4298.913086
	Iteration 30Q: 3 clusters Score -709664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -709667.375000 Penalty: 4298.913086
	Iteration 31Q: 3 clusters Score -709667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -709668.812500 Penalty: 4298.913086
	Iteration 32Q: 3 clusters Score -709668.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -709671.375000 Penalty: 4298.913086
	Iteration 33Q: 3 clusters Score -709671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -709673.937500 Penalty: 4298.913086
	Iteration 34Q: 3 clusters Score -709673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -709676.125000 Penalty: 4298.913086
	Iteration 35Q: 3 clusters Score -709676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -709677.437500 Penalty: 4298.913086
	Iteration 36Q: 3 clusters Score -709677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -709678.687500 Penalty: 4298.913086
	Iteration 37Q: 3 clusters Score -709678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -709679.625000 Penalty: 4298.913086
	Iteration 38Q: 3 clusters Score -709679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -709682.250000 Penalty: 4298.913086
	Iteration 39Q: 3 clusters Score -709682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -709683.250000 Penalty: 4298.913086
	Iteration 40F: 3 clusters Score -709683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -709682.687500 Penalty: 4298.913086
	Iteration 41Q: 3 clusters Score -709682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -709684.937500 Penalty: 4298.913086
	Iteration 42Q: 3 clusters Score -709684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -709686.937500 Penalty: 4298.913086
	Iteration 43Q: 3 clusters Score -709686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -709686.250000 Penalty: 4298.913086
	Iteration 44Q: 3 clusters Score -709686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -709687.500000 Penalty: 4298.913086
	Iteration 45Q: 3 clusters Score -709687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -709687.500000 Penalty: 4298.913086
	Iteration 46Q: 3 clusters Score -709687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -709687.500000 Penalty: 4298.913086
	Iteration 47F: 3 clusters Score -709687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -594430.875000 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -594430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -589631.500000 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -589631.5 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -590989.250000 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -590989.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -591362.687500 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -591362.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -591626.125000 Penalty: 4268.635254
	Iteration 3F: 3 clusters Score -591626.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -591823.875000 Penalty: 4268.635254
	Iteration 4F: 3 clusters Score -591823.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -592010.250000 Penalty: 4268.635254
	Iteration 5Q: 3 clusters Score -592010.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -592173.312500 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -592173.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -592311.250000 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -592311.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -592420.312500 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -592420.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -592500.812500 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -592500.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -592576.062500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -592576.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -592643.687500 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -592643.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -592716.312500 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -592716.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -592787.125000 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -592787.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -592859.375000 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -592859.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -592919.250000 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -592919.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -592957.250000 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -592957.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -592988.437500 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -592988.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -593020.187500 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -593020.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -593058.937500 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -593058.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -593099.812500 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -593099.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -593127.062500 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -593127.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -593151.187500 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -593151.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -593179.187500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -593179.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -593204.375000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -593204.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -593227.562500 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -593227.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -593253.437500 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -593253.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -593281.625000 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -593281.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -593298.750000 Penalty: 4268.635254
	Iteration 28Q: 3 clusters Score -593298.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -593308.687500 Penalty: 4268.635254
	Iteration 29Q: 3 clusters Score -593308.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -593320.750000 Penalty: 4268.635254
	Iteration 30Q: 3 clusters Score -593320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -593332.437500 Penalty: 4268.635254
	Iteration 31Q: 3 clusters Score -593332.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -593341.000000 Penalty: 4268.635254
	Iteration 32Q: 3 clusters Score -593341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -593351.500000 Penalty: 4268.635254
	Iteration 33Q: 3 clusters Score -593351.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -593365.375000 Penalty: 4268.635254
	Iteration 34Q: 3 clusters Score -593365.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -593378.000000 Penalty: 4268.635254
	Iteration 35Q: 3 clusters Score -593378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -593387.000000 Penalty: 4268.635254
	Iteration 36Q: 3 clusters Score -593387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -593395.000000 Penalty: 4268.635254
	Iteration 37Q: 3 clusters Score -593395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -593399.625000 Penalty: 4268.635254
	Iteration 38Q: 3 clusters Score -593399.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -593405.312500 Penalty: 4268.635254
	Iteration 39Q: 3 clusters Score -593405.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -593413.125000 Penalty: 4268.635254
	Iteration 40F: 3 clusters Score -593413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -593420.062500 Penalty: 4268.635254
	Iteration 41Q: 3 clusters Score -593420.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -593427.562500 Penalty: 4268.635254
	Iteration 42Q: 3 clusters Score -593427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -593433.562500 Penalty: 4268.635254
	Iteration 43Q: 3 clusters Score -593433.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -593440.937500 Penalty: 4268.635254
	Iteration 44Q: 3 clusters Score -593440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -593448.812500 Penalty: 4268.635254
	Iteration 45Q: 3 clusters Score -593448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -593456.062500 Penalty: 4268.635254
	Iteration 46Q: 3 clusters Score -593456.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -593462.687500 Penalty: 4268.635254
	Iteration 47Q: 3 clusters Score -593462.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -593467.500000 Penalty: 4268.635254
	Iteration 48Q: 3 clusters Score -593467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -593470.312500 Penalty: 4268.635254
	Iteration 49Q: 3 clusters Score -593470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -593472.937500 Penalty: 4268.635254
	Iteration 50Q: 3 clusters Score -593472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -593476.875000 Penalty: 4268.635254
	Iteration 51Q: 3 clusters Score -593476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -593477.062500 Penalty: 4268.635254
	Iteration 52Q: 3 clusters Score -593477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -593481.250000 Penalty: 4268.635254
	Iteration 53Q: 3 clusters Score -593481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -593484.312500 Penalty: 4268.635254
	Iteration 54Q: 3 clusters Score -593484.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -593487.125000 Penalty: 4268.635254
	Iteration 55Q: 3 clusters Score -593487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -593487.812500 Penalty: 4268.635254
	Iteration 56Q: 3 clusters Score -593487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -593489.062500 Penalty: 4268.635254
	Iteration 57Q: 3 clusters Score -593489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -593489.250000 Penalty: 4268.635254
	Iteration 58Q: 3 clusters Score -593489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -593490.250000 Penalty: 4268.635254
	Iteration 59Q: 3 clusters Score -593490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -593490.937500 Penalty: 4268.635254
	Iteration 60F: 3 clusters Score -593490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -593491.437500 Penalty: 4268.635254
	Iteration 61Q: 3 clusters Score -593491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -593491.062500 Penalty: 4268.635254
	Iteration 62Q: 3 clusters Score -593491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593492.125000 Penalty: 4268.635254
	Iteration 63Q: 3 clusters Score -593492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593492.187500 Penalty: 4268.635254
	Iteration 64Q: 3 clusters Score -593492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593494.437500 Penalty: 4268.635254
	Iteration 65Q: 3 clusters Score -593494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -593494.375000 Penalty: 4268.635254
	Iteration 66Q: 3 clusters Score -593494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -593493.937500 Penalty: 4268.635254
	Iteration 67Q: 3 clusters Score -593493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -593493.937500 Penalty: 4268.635254
	Iteration 68F: 3 clusters Score -593493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -554718.437500 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -554718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -550511.375000 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -550511.4 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -551529.500000 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -551529.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -551785.562500 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -551785.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -551955.750000 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -551955.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -552112.937500 Penalty: 4183.062500
	Iteration 4Q: 3 clusters Score -552112.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -552281.625000 Penalty: 4183.062500
	Iteration 5Q: 3 clusters Score -552281.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -552486.000000 Penalty: 4183.062500
	Iteration 6Q: 3 clusters Score -552486 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -552741.375000 Penalty: 4183.062500
	Iteration 7Q: 3 clusters Score -552741.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -553002.062500 Penalty: 4183.062500
	Iteration 8Q: 3 clusters Score -553002.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -553236.562500 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -553236.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -553448.375000 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -553448.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -553626.250000 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -553626.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -553746.000000 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -553746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -553826.375000 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -553826.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -553886.375000 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -553886.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -553926.750000 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -553926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -553949.312500 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -553949.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -553964.125000 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -553964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -553972.687500 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -553972.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -553977.500000 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -553977.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -553982.687500 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -553982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -553982.625000 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -553982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -553983.500000 Penalty: 4183.062500
	Iteration 22Q: 3 clusters Score -553983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -553984.250000 Penalty: 4183.062500
	Iteration 23Q: 3 clusters Score -553984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -553985.750000 Penalty: 4183.062500
	Iteration 24Q: 3 clusters Score -553985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -553986.687500 Penalty: 4183.062500
	Iteration 25Q: 3 clusters Score -553986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -553986.312500 Penalty: 4183.062500
	Iteration 26Q: 3 clusters Score -553986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -553986.312500 Penalty: 4183.062500
	Iteration 27F: 3 clusters Score -553986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Entering Unmasked Estep 
Score: -9075571.000000 Penalty: 2778.684570
	Iteration 0F: 2 clusters Score -9075571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -9026441.000000 Penalty: 5557.369141
	Iteration 0F: 3 clusters Score -9026441 nChanged 34287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -9045851.000000 Penalty: 5557.369141
	Iteration 1F: 3 clusters Score -9045851 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -9046688.000000 Penalty: 5557.369141
	Iteration 2Q: 3 clusters Score -9046688 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -9047489.000000 Penalty: 5557.369141
	Iteration 3Q: 3 clusters Score -9047489 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -9048503.000000 Penalty: 5557.369141
	Iteration 4Q: 3 clusters Score -9048503 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -9050071.000000 Penalty: 5557.369141
	Iteration 5Q: 3 clusters Score -9050071 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9052413.000000 Penalty: 5557.369141
	Iteration 6F: 3 clusters Score -9052413 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -9055884.000000 Penalty: 5557.369141
	Iteration 7F: 3 clusters Score -9055884 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -9060156.000000 Penalty: 5557.369141
	Iteration 8F: 3 clusters Score -9060156 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -9064081.000000 Penalty: 5557.369141
	Iteration 9F: 3 clusters Score -9064081 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -9067126.000000 Penalty: 5557.369141
	Iteration 10Q: 3 clusters Score -9067126 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -9069199.000000 Penalty: 5557.369141
	Iteration 11Q: 3 clusters Score -9069199 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9070585.000000 Penalty: 5557.369141
	Iteration 12Q: 3 clusters Score -9070585 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9071560.000000 Penalty: 5557.369141
	Iteration 13Q: 3 clusters Score -9071560 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -9072282.000000 Penalty: 5557.369141
	Iteration 14Q: 3 clusters Score -9072282 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9072808.000000 Penalty: 5557.369141
	Iteration 15Q: 3 clusters Score -9072808 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9073137.000000 Penalty: 5557.369141
	Iteration 16Q: 3 clusters Score -9073137 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -9073373.000000 Penalty: 5557.369141
	Iteration 17Q: 3 clusters Score -9073373 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9073523.000000 Penalty: 5557.369141
	Iteration 18Q: 3 clusters Score -9073523 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9073640.000000 Penalty: 5557.369141
	Iteration 19Q: 3 clusters Score -9073640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9073732.000000 Penalty: 5557.369141
	Iteration 20F: 3 clusters Score -9073732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9073777.000000 Penalty: 5557.369141
	Iteration 21Q: 3 clusters Score -9073777 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9073806.000000 Penalty: 5557.369141
	Iteration 22Q: 3 clusters Score -9073806 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9073854.000000 Penalty: 5557.369141
	Iteration 23Q: 3 clusters Score -9073854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9073903.000000 Penalty: 5557.369141
	Iteration 24Q: 3 clusters Score -9073903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9073949.000000 Penalty: 5557.369141
	Iteration 25Q: 3 clusters Score -9073949 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9073971.000000 Penalty: 5557.369141
	Iteration 26Q: 3 clusters Score -9073971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9074018.000000 Penalty: 5557.369141
	Iteration 27Q: 3 clusters Score -9074018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9074029.000000 Penalty: 5557.369141
	Iteration 28Q: 3 clusters Score -9074029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9074014.000000 Penalty: 5557.369141
	Iteration 29Q: 3 clusters Score -9074014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9074050.000000 Penalty: 5557.369141
	Iteration 30Q: 3 clusters Score -9074050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9074058.000000 Penalty: 5557.369141
	Iteration 31Q: 3 clusters Score -9074058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9074050.000000 Penalty: 5557.369141
	Iteration 32Q: 3 clusters Score -9074050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9074064.000000 Penalty: 5557.369141
	Iteration 33Q: 3 clusters Score -9074064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9074083.000000 Penalty: 5557.369141
	Iteration 34Q: 3 clusters Score -9074083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9074089.000000 Penalty: 5557.369141
	Iteration 35Q: 3 clusters Score -9074089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9074083.000000 Penalty: 5557.369141
	Iteration 36Q: 3 clusters Score -9074083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9074096.000000 Penalty: 5557.369141
	Iteration 37Q: 3 clusters Score -9074096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9074101.000000 Penalty: 5557.369141
	Iteration 38Q: 3 clusters Score -9074101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9074112.000000 Penalty: 5557.369141
	Iteration 39Q: 3 clusters Score -9074112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9074113.000000 Penalty: 5557.369141
	Iteration 40F: 3 clusters Score -9074113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9074114.000000 Penalty: 5557.369141
	Iteration 41Q: 3 clusters Score -9074114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9074116.000000 Penalty: 5557.369141
	Iteration 42Q: 3 clusters Score -9074116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9074114.000000 Penalty: 5557.369141
	Iteration 43Q: 3 clusters Score -9074114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9074127.000000 Penalty: 5557.369141
	Iteration 44Q: 3 clusters Score -9074127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9074143.000000 Penalty: 5557.369141
	Iteration 45Q: 3 clusters Score -9074143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9074144.000000 Penalty: 5557.369141
	Iteration 46Q: 3 clusters Score -9074144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -9074144.000000 Penalty: 5557.369141
	Iteration 47Q: 3 clusters Score -9074144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9074134.000000 Penalty: 5557.369141
	Iteration 48Q: 3 clusters Score -9074134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9074130.000000 Penalty: 5557.369141
	Iteration 49Q: 3 clusters Score -9074130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9074124.000000 Penalty: 5557.369141
	Iteration 50Q: 3 clusters Score -9074124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9074137.000000 Penalty: 5557.369141
	Iteration 51Q: 3 clusters Score -9074137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9074145.000000 Penalty: 5557.369141
	Iteration 52Q: 3 clusters Score -9074145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9074137.000000 Penalty: 5557.369141
	Iteration 53Q: 3 clusters Score -9074137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9074136.000000 Penalty: 5557.369141
	Iteration 54Q: 3 clusters Score -9074136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9074139.000000 Penalty: 5557.369141
	Iteration 55Q: 3 clusters Score -9074139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9074138.000000 Penalty: 5557.369141
	Iteration 56Q: 3 clusters Score -9074138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9074138.000000 Penalty: 5557.369141
	Iteration 57F: 3 clusters Score -9074138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Entering Unmasked Estep 
Score: -16623098.000000 Penalty: 2925.933594
	Iteration 0F: 2 clusters Score -1.66231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -16534039.000000 Penalty: 5851.867188
	Iteration 0F: 3 clusters Score -1.653404e+07 nChanged 63548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -16571038.000000 Penalty: 5851.867188
	Iteration 1F: 3 clusters Score -1.657104e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -16572936.000000 Penalty: 5851.867188
	Iteration 2Q: 3 clusters Score -1.657294e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -16575584.000000 Penalty: 5851.867188
	Iteration 3Q: 3 clusters Score -1.657558e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -16579553.000000 Penalty: 5851.867188
	Iteration 4F: 3 clusters Score -1.657955e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -16584835.000000 Penalty: 5851.867188
	Iteration 5F: 3 clusters Score -1.658484e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -16591592.000000 Penalty: 5851.867188
	Iteration 6F: 3 clusters Score -1.659159e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -16599236.000000 Penalty: 5851.867188
	Iteration 7F: 3 clusters Score -1.659924e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -16606564.000000 Penalty: 5851.867188
	Iteration 8F: 3 clusters Score -1.660656e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 123000 members 
Entering Unmasked Estep 
Score: -16612354.000000 Penalty: 5851.867188
	Iteration 9Q: 3 clusters Score -1.661235e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 127293 members 
Entering Unmasked Estep 
Score: -16616227.000000 Penalty: 5851.867188
	Iteration 10Q: 3 clusters Score -1.661623e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 129735 members 
Entering Unmasked Estep 
Score: -16618407.000000 Penalty: 5851.867188
	Iteration 11Q: 3 clusters Score -1.661841e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 130947 members 
Entering Unmasked Estep 
Score: -16619300.000000 Penalty: 5851.867188
	Iteration 12Q: 3 clusters Score -1.66193e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -16619816.000000 Penalty: 5851.867188
	Iteration 13Q: 3 clusters Score -1.661982e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 131875 members 
Entering Unmasked Estep 
Score: -16620148.000000 Penalty: 5851.867188
	Iteration 14Q: 3 clusters Score -1.662015e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -16620311.000000 Penalty: 5851.867188
	Iteration 15Q: 3 clusters Score -1.662031e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -16620395.000000 Penalty: 5851.867188
	Iteration 16Q: 3 clusters Score -1.66204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -16620449.000000 Penalty: 5851.867188
	Iteration 17Q: 3 clusters Score -1.662045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 132278 members 
Entering Unmasked Estep 
Score: -16620529.000000 Penalty: 5851.867188
	Iteration 18Q: 3 clusters Score -1.662053e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -16620556.000000 Penalty: 5851.867188
	Iteration 19Q: 3 clusters Score -1.662056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -16620581.000000 Penalty: 5851.867188
	Iteration 20F: 3 clusters Score -1.662058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -16620604.000000 Penalty: 5851.867188
	Iteration 21Q: 3 clusters Score -1.66206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 132383 members 
Entering Unmasked Estep 
Score: -16620632.000000 Penalty: 5851.867188
	Iteration 22Q: 3 clusters Score -1.662063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -16620637.000000 Penalty: 5851.867188
	Iteration 23Q: 3 clusters Score -1.662064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -16620635.000000 Penalty: 5851.867188
	Iteration 24Q: 3 clusters Score -1.662064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -16620650.000000 Penalty: 5851.867188
	Iteration 25Q: 3 clusters Score -1.662065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 132402 members 
Entering Unmasked Estep 
Score: -16620657.000000 Penalty: 5851.867188
	Iteration 26Q: 3 clusters Score -1.662066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -16620662.000000 Penalty: 5851.867188
	Iteration 27Q: 3 clusters Score -1.662066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -16620672.000000 Penalty: 5851.867188
	Iteration 28Q: 3 clusters Score -1.662067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -16620661.000000 Penalty: 5851.867188
	Iteration 29Q: 3 clusters Score -1.662066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -16620678.000000 Penalty: 5851.867188
	Iteration 30Q: 3 clusters Score -1.662068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -16620680.000000 Penalty: 5851.867188
	Iteration 31Q: 3 clusters Score -1.662068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -16620684.000000 Penalty: 5851.867188
	Iteration 32Q: 3 clusters Score -1.662068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 132431 members 
Entering Unmasked Estep 
Score: -16620678.000000 Penalty: 5851.867188
	Iteration 33Q: 3 clusters Score -1.662068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -16620684.000000 Penalty: 5851.867188
	Iteration 34Q: 3 clusters Score -1.662068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -16620684.000000 Penalty: 5851.867188
	Iteration 35F: 3 clusters Score -1.662068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Entering Unmasked Estep 
Score: -3273228.750000 Penalty: 2528.656250
	Iteration 0F: 2 clusters Score -3273229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3254828.000000 Penalty: 5057.312500
	Iteration 0F: 3 clusters Score -3254828 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3261597.250000 Penalty: 5057.312500
	Iteration 1F: 3 clusters Score -3261597 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3262344.750000 Penalty: 5057.312500
	Iteration 2F: 3 clusters Score -3262345 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3263125.750000 Penalty: 5057.312500
	Iteration 3F: 3 clusters Score -3263126 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3263910.250000 Penalty: 5057.312500
	Iteration 4F: 3 clusters Score -3263910 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3264817.000000 Penalty: 5057.312500
	Iteration 5F: 3 clusters Score -3264817 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3265902.250000 Penalty: 5057.312500
	Iteration 6F: 3 clusters Score -3265902 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3267071.500000 Penalty: 5057.312500
	Iteration 7F: 3 clusters Score -3267072 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3268327.250000 Penalty: 5057.312500
	Iteration 8F: 3 clusters Score -3268327 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3269282.500000 Penalty: 5057.312500
	Iteration 9Q: 3 clusters Score -3269282 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3269938.500000 Penalty: 5057.312500
	Iteration 10Q: 3 clusters Score -3269938 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3270344.000000 Penalty: 5057.312500
	Iteration 11Q: 3 clusters Score -3270344 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3270617.000000 Penalty: 5057.312500
	Iteration 12Q: 3 clusters Score -3270617 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3270828.750000 Penalty: 5057.312500
	Iteration 13Q: 3 clusters Score -3270829 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3270941.000000 Penalty: 5057.312500
	Iteration 14Q: 3 clusters Score -3270941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3271016.000000 Penalty: 5057.312500
	Iteration 15Q: 3 clusters Score -3271016 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3271101.500000 Penalty: 5057.312500
	Iteration 16Q: 3 clusters Score -3271102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3271160.500000 Penalty: 5057.312500
	Iteration 17Q: 3 clusters Score -3271160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3271206.250000 Penalty: 5057.312500
	Iteration 18Q: 3 clusters Score -3271206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3271237.500000 Penalty: 5057.312500
	Iteration 19Q: 3 clusters Score -3271238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3271264.000000 Penalty: 5057.312500
	Iteration 20F: 3 clusters Score -3271264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3271307.750000 Penalty: 5057.312500
	Iteration 21Q: 3 clusters Score -3271308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3271345.750000 Penalty: 5057.312500
	Iteration 22Q: 3 clusters Score -3271346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3271366.500000 Penalty: 5057.312500
	Iteration 23Q: 3 clusters Score -3271366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3271386.750000 Penalty: 5057.312500
	Iteration 24Q: 3 clusters Score -3271387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3271413.000000 Penalty: 5057.312500
	Iteration 25Q: 3 clusters Score -3271413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3271428.500000 Penalty: 5057.312500
	Iteration 26Q: 3 clusters Score -3271428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3271440.500000 Penalty: 5057.312500
	Iteration 27Q: 3 clusters Score -3271440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3271444.000000 Penalty: 5057.312500
	Iteration 28Q: 3 clusters Score -3271444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3271452.750000 Penalty: 5057.312500
	Iteration 29Q: 3 clusters Score -3271453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3271450.500000 Penalty: 5057.312500
	Iteration 30Q: 3 clusters Score -3271450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3271453.000000 Penalty: 5057.312500
	Iteration 31Q: 3 clusters Score -3271453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3271458.500000 Penalty: 5057.312500
	Iteration 32Q: 3 clusters Score -3271458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3271463.500000 Penalty: 5057.312500
	Iteration 33Q: 3 clusters Score -3271464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3271469.250000 Penalty: 5057.312500
	Iteration 34Q: 3 clusters Score -3271469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3271471.250000 Penalty: 5057.312500
	Iteration 35Q: 3 clusters Score -3271471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3271473.250000 Penalty: 5057.312500
	Iteration 36Q: 3 clusters Score -3271473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3271479.750000 Penalty: 5057.312500
	Iteration 37Q: 3 clusters Score -3271480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3271484.000000 Penalty: 5057.312500
	Iteration 38Q: 3 clusters Score -3271484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3271481.500000 Penalty: 5057.312500
	Iteration 39Q: 3 clusters Score -3271482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3271494.000000 Penalty: 5057.312500
	Iteration 40F: 3 clusters Score -3271494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3271494.250000 Penalty: 5057.312500
	Iteration 41Q: 3 clusters Score -3271494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3271501.750000 Penalty: 5057.312500
	Iteration 42Q: 3 clusters Score -3271502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3271506.250000 Penalty: 5057.312500
	Iteration 43Q: 3 clusters Score -3271506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3271511.000000 Penalty: 5057.312500
	Iteration 44Q: 3 clusters Score -3271511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3271513.750000 Penalty: 5057.312500
	Iteration 45Q: 3 clusters Score -3271514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3271516.250000 Penalty: 5057.312500
	Iteration 46Q: 3 clusters Score -3271516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3271516.250000 Penalty: 5057.312500
	Iteration 47Q: 3 clusters Score -3271516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3271522.250000 Penalty: 5057.312500
	Iteration 48Q: 3 clusters Score -3271522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3271527.250000 Penalty: 5057.312500
	Iteration 49Q: 3 clusters Score -3271527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3271526.250000 Penalty: 5057.312500
	Iteration 50Q: 3 clusters Score -3271526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3271533.500000 Penalty: 5057.312500
	Iteration 51Q: 3 clusters Score -3271534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3271529.750000 Penalty: 5057.312500
	Iteration 52Q: 3 clusters Score -3271530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3271531.250000 Penalty: 5057.312500
	Iteration 53Q: 3 clusters Score -3271531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3271537.500000 Penalty: 5057.312500
	Iteration 54Q: 3 clusters Score -3271538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3271541.250000 Penalty: 5057.312500
	Iteration 55Q: 3 clusters Score -3271541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3271544.000000 Penalty: 5057.312500
	Iteration 56Q: 3 clusters Score -3271544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3271544.000000 Penalty: 5057.312500
	Iteration 57Q: 3 clusters Score -3271544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3271537.000000 Penalty: 5057.312500
	Iteration 58Q: 3 clusters Score -3271537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3271548.750000 Penalty: 5057.312500
	Iteration 59Q: 3 clusters Score -3271549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3271550.500000 Penalty: 5057.312500
	Iteration 60F: 3 clusters Score -3271550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3271550.750000 Penalty: 5057.312500
	Iteration 61Q: 3 clusters Score -3271551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3271556.750000 Penalty: 5057.312500
	Iteration 62Q: 3 clusters Score -3271557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3271556.000000 Penalty: 5057.312500
	Iteration 63Q: 3 clusters Score -3271556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3271556.250000 Penalty: 5057.312500
	Iteration 64Q: 3 clusters Score -3271556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3271556.250000 Penalty: 5057.312500
	Iteration 65Q: 3 clusters Score -3271556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3271556.250000 Penalty: 5057.312500
	Iteration 66F: 3 clusters Score -3271556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -741407.437500 Penalty: 2160.315430
	Iteration 0F: 2 clusters Score -741407.4 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 3005 members 
Entering Unmasked Estep 
Score: -736205.250000 Penalty: 4320.630859
	Iteration 0F: 3 clusters Score -736205.2 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -737500.750000 Penalty: 4320.630859
	Iteration 1F: 3 clusters Score -737500.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -737785.000000 Penalty: 4320.630859
	Iteration 2F: 3 clusters Score -737785 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -738042.687500 Penalty: 4320.630859
	Iteration 3F: 3 clusters Score -738042.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -738315.937500 Penalty: 4320.630859
	Iteration 4F: 3 clusters Score -738315.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -738584.562500 Penalty: 4320.630859
	Iteration 5F: 3 clusters Score -738584.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -738965.187500 Penalty: 4320.630859
	Iteration 6F: 3 clusters Score -738965.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -739578.625000 Penalty: 4320.630859
	Iteration 7F: 3 clusters Score -739578.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -740485.125000 Penalty: 4320.630859
	Iteration 8F: 3 clusters Score -740485.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -741383.312500 Penalty: 4320.630859
	Iteration 9F: 3 clusters Score -741383.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -741738.937500 Penalty: 4320.630859
	Iteration 10Q: 3 clusters Score -741738.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -741799.437500 Penalty: 4320.630859
	Iteration 11Q: 3 clusters Score -741799.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -741811.312500 Penalty: 4320.630859
	Iteration 12Q: 3 clusters Score -741811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -741815.937500 Penalty: 4320.630859
	Iteration 13Q: 3 clusters Score -741815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -741821.562500 Penalty: 4320.630859
	Iteration 14Q: 3 clusters Score -741821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -741822.187500 Penalty: 4320.630859
	Iteration 15Q: 3 clusters Score -741822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -741824.312500 Penalty: 4320.630859
	Iteration 16Q: 3 clusters Score -741824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -741826.250000 Penalty: 4320.630859
	Iteration 17Q: 3 clusters Score -741826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -741825.500000 Penalty: 4320.630859
	Iteration 18Q: 3 clusters Score -741825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -741826.312500 Penalty: 4320.630859
	Iteration 19Q: 3 clusters Score -741826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -741825.250000 Penalty: 4320.630859
	Iteration 20F: 3 clusters Score -741825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3520 members 
Entering Unmasked Estep 
Score: -134500368.000000 Penalty: 241698.718750
Splitting cluster 7 changes total score from -134501248.000000 to -134500368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -331027.343750 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -331027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -327977.781250 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -327977.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -328579.406250 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -328579.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -328757.906250 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -328757.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328903.750000 Penalty: 3928.180908
	Iteration 3Q: 3 clusters Score -328903.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329067.812500 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -329067.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -329233.031250 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -329233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -329367.062500 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -329367.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -329491.031250 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -329491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -329616.125000 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -329616.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -329731.281250 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -329731.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -329813.343750 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -329813.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -329866.750000 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -329866.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -329929.406250 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -329929.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -329974.406250 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -329974.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330002.375000 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -330002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -330025.000000 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -330025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330040.625000 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -330040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -330052.218750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -330052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -330060.312500 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -330060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -330064.906250 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -330064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -330071.468750 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -330071.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -330076.281250 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -330076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -330078.593750 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -330078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -330079.750000 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -330079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -330081.343750 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -330081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -330087.250000 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -330087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -330091.187500 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -330091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -330097.718750 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -330097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330102.062500 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -330102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -330103.000000 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -330103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -330102.843750 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -330102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -330104.406250 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -330104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -330104.406250 Penalty: 3928.180908
	Iteration 32F: 3 clusters Score -330104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -533818.750000 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -533818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -529683.312500 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -529683.3 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -530837.125000 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -530837.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -531289.125000 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -531289.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -531654.000000 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -531654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -532023.250000 Penalty: 4163.708496
	Iteration 4F: 3 clusters Score -532023.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -532374.500000 Penalty: 4163.708496
	Iteration 5F: 3 clusters Score -532374.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -532722.875000 Penalty: 4163.708496
	Iteration 6F: 3 clusters Score -532722.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -532985.937500 Penalty: 4163.708496
	Iteration 7F: 3 clusters Score -532985.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -533167.125000 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -533167.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -533283.625000 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -533283.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -533348.812500 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -533348.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -533398.187500 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -533398.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -533432.625000 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -533432.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -533450.937500 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -533450.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -533465.312500 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -533465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -533478.375000 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -533478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -533485.437500 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -533485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -533495.062500 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -533495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -533500.875000 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -533500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -533504.187500 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -533504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -533509.000000 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -533509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -533516.750000 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -533516.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -533528.125000 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -533528.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -533534.375000 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -533534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -533540.187500 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -533540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -533543.125000 Penalty: 4163.708496
	Iteration 25Q: 3 clusters Score -533543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -533545.812500 Penalty: 4163.708496
	Iteration 26Q: 3 clusters Score -533545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -533547.250000 Penalty: 4163.708496
	Iteration 27Q: 3 clusters Score -533547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -533547.250000 Penalty: 4163.708496
	Iteration 28F: 3 clusters Score -533547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173138 members 
Entering Unmasked Estep 
Score: -21854560.000000 Penalty: 2991.337402
	Iteration 0F: 2 clusters Score -2.185456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -21741252.000000 Penalty: 5982.674805
	Iteration 0F: 3 clusters Score -2.174125e+07 nChanged 83083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -21789580.000000 Penalty: 5982.674805
	Iteration 1F: 3 clusters Score -2.178958e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -21790722.000000 Penalty: 5982.674805
	Iteration 2Q: 3 clusters Score -2.179072e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -21792040.000000 Penalty: 5982.674805
	Iteration 3Q: 3 clusters Score -2.179204e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -21793966.000000 Penalty: 5982.674805
	Iteration 4Q: 3 clusters Score -2.179397e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -21796492.000000 Penalty: 5982.674805
	Iteration 5Q: 3 clusters Score -2.179649e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -21799766.000000 Penalty: 5982.674805
	Iteration 6Q: 3 clusters Score -2.179977e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -21803596.000000 Penalty: 5982.674805
	Iteration 7Q: 3 clusters Score -2.18036e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -21808026.000000 Penalty: 5982.674805
	Iteration 8F: 3 clusters Score -2.180803e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -21812336.000000 Penalty: 5982.674805
	Iteration 9F: 3 clusters Score -2.181234e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -21815926.000000 Penalty: 5982.674805
	Iteration 10Q: 3 clusters Score -2.181593e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -21818518.000000 Penalty: 5982.674805
	Iteration 11Q: 3 clusters Score -2.181852e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -21820478.000000 Penalty: 5982.674805
	Iteration 12Q: 3 clusters Score -2.182048e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -21822114.000000 Penalty: 5982.674805
	Iteration 13Q: 3 clusters Score -2.182211e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -21823554.000000 Penalty: 5982.674805
	Iteration 14Q: 3 clusters Score -2.182355e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -21824978.000000 Penalty: 5982.674805
	Iteration 15Q: 3 clusters Score -2.182498e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -21826088.000000 Penalty: 5982.674805
	Iteration 16Q: 3 clusters Score -2.182609e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -21827230.000000 Penalty: 5982.674805
	Iteration 17Q: 3 clusters Score -2.182723e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -21828138.000000 Penalty: 5982.674805
	Iteration 18Q: 3 clusters Score -2.182814e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -21829096.000000 Penalty: 5982.674805
	Iteration 19Q: 3 clusters Score -2.18291e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -21829768.000000 Penalty: 5982.674805
	Iteration 20F: 3 clusters Score -2.182977e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 129016 members 
Entering Unmasked Estep 
Score: -21830792.000000 Penalty: 5982.674805
	Iteration 21Q: 3 clusters Score -2.183079e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -21831844.000000 Penalty: 5982.674805
	Iteration 22Q: 3 clusters Score -2.183184e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
Score: -21833048.000000 Penalty: 5982.674805
	Iteration 23Q: 3 clusters Score -2.183305e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 138232 members 
Entering Unmasked Estep 
Score: -21834224.000000 Penalty: 5982.674805
	Iteration 24Q: 3 clusters Score -2.183422e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -21835516.000000 Penalty: 5982.674805
	Iteration 25Q: 3 clusters Score -2.183552e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 144893 members 
Entering Unmasked Estep 
Score: -21836920.000000 Penalty: 5982.674805
	Iteration 26Q: 3 clusters Score -2.183692e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -21838622.000000 Penalty: 5982.674805
	Iteration 27Q: 3 clusters Score -2.183862e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -21840526.000000 Penalty: 5982.674805
	Iteration 28Q: 3 clusters Score -2.184053e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -21842000.000000 Penalty: 5982.674805
	Iteration 29Q: 3 clusters Score -2.1842e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -21843556.000000 Penalty: 5982.674805
	Iteration 30Q: 3 clusters Score -2.184356e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -21844998.000000 Penalty: 5982.674805
	Iteration 31Q: 3 clusters Score -2.1845e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -21846262.000000 Penalty: 5982.674805
	Iteration 32Q: 3 clusters Score -2.184626e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -21847472.000000 Penalty: 5982.674805
	Iteration 33Q: 3 clusters Score -2.184747e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -21848458.000000 Penalty: 5982.674805
	Iteration 34Q: 3 clusters Score -2.184846e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 168434 members 
Entering Unmasked Estep 
Score: -21849340.000000 Penalty: 5982.674805
	Iteration 35Q: 3 clusters Score -2.184934e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -21849916.000000 Penalty: 5982.674805
	Iteration 36Q: 3 clusters Score -2.184992e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -21850434.000000 Penalty: 5982.674805
	Iteration 37Q: 3 clusters Score -2.185043e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -21850872.000000 Penalty: 5982.674805
	Iteration 38Q: 3 clusters Score -2.185087e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -21851090.000000 Penalty: 5982.674805
	Iteration 39Q: 3 clusters Score -2.185109e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -21851306.000000 Penalty: 5982.674805
	Iteration 40F: 3 clusters Score -2.185131e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -21851448.000000 Penalty: 5982.674805
	Iteration 41Q: 3 clusters Score -2.185145e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -21851600.000000 Penalty: 5982.674805
	Iteration 42Q: 3 clusters Score -2.18516e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 172212 members 
Entering Unmasked Estep 
Score: -21851694.000000 Penalty: 5982.674805
	Iteration 43Q: 3 clusters Score -2.185169e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 172285 members 
Entering Unmasked Estep 
Score: -21851762.000000 Penalty: 5982.674805
	Iteration 44Q: 3 clusters Score -2.185176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -21851814.000000 Penalty: 5982.674805
	Iteration 45Q: 3 clusters Score -2.185181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -21851866.000000 Penalty: 5982.674805
	Iteration 46Q: 3 clusters Score -2.185187e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 172410 members 
Entering Unmasked Estep 
Score: -21851882.000000 Penalty: 5982.674805
	Iteration 47Q: 3 clusters Score -2.185188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 172430 members 
Entering Unmasked Estep 
Score: -21851890.000000 Penalty: 5982.674805
	Iteration 48Q: 3 clusters Score -2.185189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -21851890.000000 Penalty: 5982.674805
	Iteration 49Q: 3 clusters Score -2.185189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 172455 members 
Entering Unmasked Estep 
Score: -21851908.000000 Penalty: 5982.674805
	Iteration 50Q: 3 clusters Score -2.185191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 172469 members 
Entering Unmasked Estep 
Score: -21851922.000000 Penalty: 5982.674805
	Iteration 51Q: 3 clusters Score -2.185192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -21851960.000000 Penalty: 5982.674805
	Iteration 52Q: 3 clusters Score -2.185196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 172489 members 
Entering Unmasked Estep 
Score: -21851976.000000 Penalty: 5982.674805
	Iteration 53Q: 3 clusters Score -2.185198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -21851974.000000 Penalty: 5982.674805
	Iteration 54Q: 3 clusters Score -2.185197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -21851978.000000 Penalty: 5982.674805
	Iteration 55Q: 3 clusters Score -2.185198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -21851974.000000 Penalty: 5982.674805
	Iteration 56Q: 3 clusters Score -2.185197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -21851976.000000 Penalty: 5982.674805
	Iteration 57Q: 3 clusters Score -2.185198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -21851974.000000 Penalty: 5982.674805
	Iteration 58Q: 3 clusters Score -2.185197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -21851980.000000 Penalty: 5982.674805
	Iteration 59Q: 3 clusters Score -2.185198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -21851980.000000 Penalty: 5982.674805
	Iteration 60F: 3 clusters Score -2.185198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -21851974.000000 Penalty: 5982.674805
	Iteration 61Q: 3 clusters Score -2.185197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -21851976.000000 Penalty: 5982.674805
	Iteration 62Q: 3 clusters Score -2.185198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -21851980.000000 Penalty: 5982.674805
	Iteration 63Q: 3 clusters Score -2.185198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -21851980.000000 Penalty: 5982.674805
	Iteration 64F: 3 clusters Score -2.185198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Entering Unmasked Estep 
Score: -4809084.000000 Penalty: 2621.342773
	Iteration 0F: 2 clusters Score -4809084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4782543.500000 Penalty: 5242.685547
	Iteration 0F: 3 clusters Score -4782544 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4792622.000000 Penalty: 5242.685547
	Iteration 1F: 3 clusters Score -4792622 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4793305 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4793952 nChanged 1713
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4794604 nChanged 1643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4795219 nChanged 1582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4795822 nChanged 1579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4796450 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4797139.000000 Penalty: 5242.685547
	Iteration 8Q: 3 clusters Score -4797139 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4797842 nChanged 1648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4798741 nChanged 1737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4799780 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4800774 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4801492 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4801959 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4802252.000000 Penalty: 5242.685547
	Iteration 15Q: 3 clusters Score -4802252 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4802501.000000 Penalty: 5242.685547
	Iteration 16Q: 3 clusters Score -4802501 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4802683 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4802896.000000 Penalty: 5242.685547
	Iteration 18Q: 3 clusters Score -4802896 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4803109.000000 Penalty: 5242.685547
	Iteration 19Q: 3 clusters Score -4803109 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4803296.500000 Penalty: 5242.685547
	Iteration 20F: 3 clusters Score -4803296 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4803465.000000 Penalty: 5242.685547
	Iteration 21Q: 3 clusters Score -4803465 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4803589.500000 Penalty: 5242.685547
	Iteration 22Q: 3 clusters Score -4803590 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4803741.000000 Penalty: 5242.685547
	Iteration 23Q: 3 clusters Score -4803741 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4803845.500000 Penalty: 5242.685547
	Iteration 24Q: 3 clusters Score -4803846 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4803929.000000 Penalty: 5242.685547
	Iteration 25Q: 3 clusters Score -4803929 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4804018.500000 Penalty: 5242.685547
	Iteration 26Q: 3 clusters Score -4804018 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4804077.500000 Penalty: 5242.685547
	Iteration 27Q: 3 clusters Score -4804078 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4804147.000000 Penalty: 5242.685547
	Iteration 28Q: 3 clusters Score -4804147 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4804183.000000 Penalty: 5242.685547
	Iteration 29Q: 3 clusters Score -4804183 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4804225.000000 Penalty: 5242.685547
	Iteration 30Q: 3 clusters Score -4804225 nChanged 228
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Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4804268.500000 Penalty: 5242.685547
	Iteration 31Q: 3 clusters Score -4804268 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4804328.500000 Penalty: 5242.685547
	Iteration 32Q: 3 clusters Score -4804328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4804331.000000 Penalty: 5242.685547
	Iteration 33Q: 3 clusters Score -4804331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4804339.000000 Penalty: 5242.685547
	Iteration 34Q: 3 clusters Score -4804339 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4804346.000000 Penalty: 5242.685547
	Iteration 35Q: 3 clusters Score -4804346 nChanged 123
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Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4804364.500000 Penalty: 5242.685547
	Iteration 36Q: 3 clusters Score -4804364 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4804367.500000 Penalty: 5242.685547
	Iteration 37Q: 3 clusters Score -4804368 nChanged 121
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Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4804380.500000 Penalty: 5242.685547
	Iteration 38Q: 3 clusters Score -4804380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4804384.500000 Penalty: 5242.685547
	Iteration 39Q: 3 clusters Score -4804384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4804392.000000 Penalty: 5242.685547
	Iteration 40F: 3 clusters Score -4804392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4804421.000000 Penalty: 5242.685547
	Iteration 41Q: 3 clusters Score -4804421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4804443.500000 Penalty: 5242.685547
	Iteration 42Q: 3 clusters Score -4804444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4804432.000000 Penalty: 5242.685547
	Iteration 43Q: 3 clusters Score -4804432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4804423.500000 Penalty: 5242.685547
	Iteration 44Q: 3 clusters Score -4804424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4804449.500000 Penalty: 5242.685547
	Iteration 45Q: 3 clusters Score -4804450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4804456.000000 Penalty: 5242.685547
	Iteration 46Q: 3 clusters Score -4804456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4804483.000000 Penalty: 5242.685547
	Iteration 47Q: 3 clusters Score -4804483 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4804486.000000 Penalty: 5242.685547
	Iteration 48Q: 3 clusters Score -4804486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4804485.500000 Penalty: 5242.685547
	Iteration 49Q: 3 clusters Score -4804486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -4804488.500000 Penalty: 5242.685547
	Iteration 50Q: 3 clusters Score -4804488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4804486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4804498.000000 Penalty: 5242.685547
	Iteration 52Q: 3 clusters Score -4804498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4804506.500000 Penalty: 5242.685547
	Iteration 53Q: 3 clusters Score -4804506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4804524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4804535.500000 Penalty: 5242.685547
	Iteration 55Q: 3 clusters Score -4804536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4804542.500000 Penalty: 5242.685547
	Iteration 56Q: 3 clusters Score -4804542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4804540.000000 Penalty: 5242.685547
	Iteration 57Q: 3 clusters Score -4804540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4804554.500000 Penalty: 5242.685547
	Iteration 58Q: 3 clusters Score -4804554 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4804556.000000 Penalty: 5242.685547
	Iteration 59Q: 3 clusters Score -4804556 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4804573.000000 Penalty: 5242.685547
	Iteration 60F: 3 clusters Score -4804573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4804565.500000 Penalty: 5242.685547
	Iteration 61Q: 3 clusters Score -4804566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4804593.500000 Penalty: 5242.685547
	Iteration 62Q: 3 clusters Score -4804594 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4804602.000000 Penalty: 5242.685547
	Iteration 63Q: 3 clusters Score -4804602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4804613.000000 Penalty: 5242.685547
	Iteration 64Q: 3 clusters Score -4804613 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4804626.000000 Penalty: 5242.685547
	Iteration 65Q: 3 clusters Score -4804626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4804625.500000 Penalty: 5242.685547
	Iteration 66Q: 3 clusters Score -4804626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -4804642.500000 Penalty: 5242.685547
	Iteration 67Q: 3 clusters Score -4804642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4804652.000000 Penalty: 5242.685547
	Iteration 68Q: 3 clusters Score -4804652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4804666.500000 Penalty: 5242.685547
	Iteration 69Q: 3 clusters Score -4804666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4804684.500000 Penalty: 5242.685547
	Iteration 70Q: 3 clusters Score -4804684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4804687.000000 Penalty: 5242.685547
	Iteration 71Q: 3 clusters Score -4804687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4804691.500000 Penalty: 5242.685547
	Iteration 72Q: 3 clusters Score -4804692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4804702.500000 Penalty: 5242.685547
	Iteration 73Q: 3 clusters Score -4804702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4804701.000000 Penalty: 5242.685547
	Iteration 74Q: 3 clusters Score -4804701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -4804727.500000 Penalty: 5242.685547
	Iteration 75Q: 3 clusters Score -4804728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -4804729.000000 Penalty: 5242.685547
	Iteration 76Q: 3 clusters Score -4804729 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4804741.500000 Penalty: 5242.685547
	Iteration 77Q: 3 clusters Score -4804742 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -4804753.500000 Penalty: 5242.685547
	Iteration 78Q: 3 clusters Score -4804754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4804752.500000 Penalty: 5242.685547
	Iteration 79Q: 3 clusters Score -4804752 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4804753.500000 Penalty: 5242.685547
	Iteration 80F: 3 clusters Score -4804754 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4804769.000000 Penalty: 5242.685547
	Iteration 81Q: 3 clusters Score -4804769 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4804786.500000 Penalty: 5242.685547
	Iteration 82Q: 3 clusters Score -4804786 nChanged 91
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Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4804794.000000 Penalty: 5242.685547
	Iteration 83Q: 3 clusters Score -4804794 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4804805.500000 Penalty: 5242.685547
	Iteration 84Q: 3 clusters Score -4804806 nChanged 99
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Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4804805.000000 Penalty: 5242.685547
	Iteration 85Q: 3 clusters Score -4804805 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4804826.500000 Penalty: 5242.685547
	Iteration 86Q: 3 clusters Score -4804826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4804827.000000 Penalty: 5242.685547
	Iteration 87Q: 3 clusters Score -4804827 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4804841.000000 Penalty: 5242.685547
	Iteration 88Q: 3 clusters Score -4804841 nChanged 147
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4804875.000000 Penalty: 5242.685547
	Iteration 89Q: 3 clusters Score -4804875 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4804904.000000 Penalty: 5242.685547
	Iteration 90Q: 3 clusters Score -4804904 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4804942 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -4804989.500000 Penalty: 5242.685547
	Iteration 92Q: 3 clusters Score -4804990 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4805017.000000 Penalty: 5242.685547
	Iteration 93Q: 3 clusters Score -4805017 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4805095.500000 Penalty: 5242.685547
	Iteration 94Q: 3 clusters Score -4805096 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4805164.500000 Penalty: 5242.685547
	Iteration 95Q: 3 clusters Score -4805164 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4805225.500000 Penalty: 5242.685547
	Iteration 96Q: 3 clusters Score -4805226 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4805277.500000 Penalty: 5242.685547
	Iteration 97Q: 3 clusters Score -4805278 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4805359.500000 Penalty: 5242.685547
	Iteration 98Q: 3 clusters Score -4805360 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4805448.500000 Penalty: 5242.685547
	Iteration 99Q: 3 clusters Score -4805448 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4805523.500000 Penalty: 5242.685547
	Iteration 100F: 3 clusters Score -4805524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4805631.000000 Penalty: 5242.685547
	Iteration 101Q: 3 clusters Score -4805631 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4805725.000000 Penalty: 5242.685547
	Iteration 102Q: 3 clusters Score -4805725 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4805826.500000 Penalty: 5242.685547
	Iteration 103Q: 3 clusters Score -4805826 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4805943.000000 Penalty: 5242.685547
	Iteration 104Q: 3 clusters Score -4805943 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4806065.000000 Penalty: 5242.685547
	Iteration 105Q: 3 clusters Score -4806065 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4806185.500000 Penalty: 5242.685547
	Iteration 106Q: 3 clusters Score -4806186 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4806280.500000 Penalty: 5242.685547
	Iteration 107Q: 3 clusters Score -4806280 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4806389.000000 Penalty: 5242.685547
	Iteration 108Q: 3 clusters Score -4806389 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4806450.000000 Penalty: 5242.685547
	Iteration 109Q: 3 clusters Score -4806450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4806532.500000 Penalty: 5242.685547
	Iteration 110Q: 3 clusters Score -4806532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4806606.500000 Penalty: 5242.685547
	Iteration 111Q: 3 clusters Score -4806606 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4806662.000000 Penalty: 5242.685547
	Iteration 112Q: 3 clusters Score -4806662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4806731.000000 Penalty: 5242.685547
	Iteration 113Q: 3 clusters Score -4806731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4806770.000000 Penalty: 5242.685547
	Iteration 114Q: 3 clusters Score -4806770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4806802.500000 Penalty: 5242.685547
	Iteration 115Q: 3 clusters Score -4806802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4806854.500000 Penalty: 5242.685547
	Iteration 116Q: 3 clusters Score -4806854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4806903.500000 Penalty: 5242.685547
	Iteration 117Q: 3 clusters Score -4806904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4806963.500000 Penalty: 5242.685547
	Iteration 118Q: 3 clusters Score -4806964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4806998.500000 Penalty: 5242.685547
	Iteration 119Q: 3 clusters Score -4806998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4807045.000000 Penalty: 5242.685547
	Iteration 120F: 3 clusters Score -4807045 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4807088.000000 Penalty: 5242.685547
	Iteration 121Q: 3 clusters Score -4807088 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4807139.000000 Penalty: 5242.685547
	Iteration 122Q: 3 clusters Score -4807139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4807159.000000 Penalty: 5242.685547
	Iteration 123Q: 3 clusters Score -4807159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4807198.000000 Penalty: 5242.685547
	Iteration 124Q: 3 clusters Score -4807198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4807207.000000 Penalty: 5242.685547
	Iteration 125Q: 3 clusters Score -4807207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4807207.500000 Penalty: 5242.685547
	Iteration 126Q: 3 clusters Score -4807208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4807230.000000 Penalty: 5242.685547
	Iteration 127Q: 3 clusters Score -4807230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4807236.000000 Penalty: 5242.685547
	Iteration 128Q: 3 clusters Score -4807236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4807246.000000 Penalty: 5242.685547
	Iteration 129Q: 3 clusters Score -4807246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4807246.500000 Penalty: 5242.685547
	Iteration 130Q: 3 clusters Score -4807246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -4807261.000000 Penalty: 5242.685547
	Iteration 131Q: 3 clusters Score -4807261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4807262.000000 Penalty: 5242.685547
	Iteration 132Q: 3 clusters Score -4807262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4807257.500000 Penalty: 5242.685547
	Iteration 133Q: 3 clusters Score -4807258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4807270.000000 Penalty: 5242.685547
	Iteration 134Q: 3 clusters Score -4807270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4807280.500000 Penalty: 5242.685547
	Iteration 135Q: 3 clusters Score -4807280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4807276.000000 Penalty: 5242.685547
	Iteration 136Q: 3 clusters Score -4807276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4807276.000000 Penalty: 5242.685547
	Iteration 137Q: 3 clusters Score -4807276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4807279.000000 Penalty: 5242.685547
	Iteration 138Q: 3 clusters Score -4807279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4807285.500000 Penalty: 5242.685547
	Iteration 139Q: 3 clusters Score -4807286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4807291.500000 Penalty: 5242.685547
	Iteration 140F: 3 clusters Score -4807292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4807293.000000 Penalty: 5242.685547
	Iteration 141Q: 3 clusters Score -4807293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4807286.000000 Penalty: 5242.685547
	Iteration 142Q: 3 clusters Score -4807286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4807285.500000 Penalty: 5242.685547
	Iteration 143Q: 3 clusters Score -4807286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4807283.500000 Penalty: 5242.685547
	Iteration 144Q: 3 clusters Score -4807284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4807294.500000 Penalty: 5242.685547
	Iteration 145Q: 3 clusters Score -4807294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4807295.000000 Penalty: 5242.685547
	Iteration 146Q: 3 clusters Score -4807295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4807288.500000 Penalty: 5242.685547
	Iteration 147Q: 3 clusters Score -4807288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4807295.500000 Penalty: 5242.685547
	Iteration 148Q: 3 clusters Score -4807296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4807292.000000 Penalty: 5242.685547
	Iteration 149Q: 3 clusters Score -4807292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4807296.000000 Penalty: 5242.685547
	Iteration 150Q: 3 clusters Score -4807296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4807295.000000 Penalty: 5242.685547
	Iteration 151Q: 3 clusters Score -4807295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4807298.000000 Penalty: 5242.685547
	Iteration 152Q: 3 clusters Score -4807298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4807301.000000 Penalty: 5242.685547
	Iteration 153Q: 3 clusters Score -4807301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4807295.500000 Penalty: 5242.685547
	Iteration 154Q: 3 clusters Score -4807296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4807302.500000 Penalty: 5242.685547
	Iteration 155Q: 3 clusters Score -4807302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4807304.500000 Penalty: 5242.685547
	Iteration 156Q: 3 clusters Score -4807304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4807306.500000 Penalty: 5242.685547
	Iteration 157Q: 3 clusters Score -4807306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4807304.000000 Penalty: 5242.685547
	Iteration 158Q: 3 clusters Score -4807304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4807308.500000 Penalty: 5242.685547
	Iteration 159Q: 3 clusters Score -4807308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4807302.000000 Penalty: 5242.685547
	Iteration 160F: 3 clusters Score -4807302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4807306.500000 Penalty: 5242.685547
	Iteration 161Q: 3 clusters Score -4807306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4807305.500000 Penalty: 5242.685547
	Iteration 162Q: 3 clusters Score -4807306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4807304.500000 Penalty: 5242.685547
	Iteration 163Q: 3 clusters Score -4807304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4807306.500000 Penalty: 5242.685547
	Iteration 164Q: 3 clusters Score -4807306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4807309.500000 Penalty: 5242.685547
	Iteration 165Q: 3 clusters Score -4807310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4807309.500000 Penalty: 5242.685547
	Iteration 166F: 3 clusters Score -4807310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -235942.609375 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -235942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -233123.765625 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -233123.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233812.812500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -233812.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -234055.390625 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -234055.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -234218.281250 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -234218.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -234365.828125 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -234365.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -234492.625000 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -234492.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -234585.062500 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -234585.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234653.875000 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -234653.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -234703.218750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -234703.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -234741.765625 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -234741.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234768.812500 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -234768.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -234795.703125 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -234795.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -234824.453125 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -234824.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -234849.375000 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -234849.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234875.468750 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -234875.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234890.984375 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -234891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -234909.984375 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -234910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -234929.781250 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -234929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -234948.968750 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -234949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -234973.437500 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -234973.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234988.421875 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -234988.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -235003.000000 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -235003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -235008.250000 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -235008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235013.656250 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -235013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -235021.187500 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -235021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -235032.421875 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -235032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -235048.875000 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -235048.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -235064.921875 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -235064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -235073.390625 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -235073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -235079.218750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -235079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -235083.203125 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -235083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -235085.671875 Penalty: 3846.435547
	Iteration 31Q: 3 clusters Score -235085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235086.390625 Penalty: 3846.435547
	Iteration 32Q: 3 clusters Score -235086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235086.390625 Penalty: 3846.435547
	Iteration 33F: 3 clusters Score -235086.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Entering Unmasked Estep 
Score: -4377223.500000 Penalty: 2594.075928
	Iteration 0F: 2 clusters Score -4377224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4353618.000000 Penalty: 5188.151855
	Iteration 0F: 3 clusters Score -4353618 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4362167.500000 Penalty: 5188.151855
	Iteration 1F: 3 clusters Score -4362168 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4362701.000000 Penalty: 5188.151855
	Iteration 2Q: 3 clusters Score -4362701 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4363237.000000 Penalty: 5188.151855
	Iteration 3Q: 3 clusters Score -4363237 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4363783.500000 Penalty: 5188.151855
	Iteration 4Q: 3 clusters Score -4363784 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4364557.500000 Penalty: 5188.151855
	Iteration 5Q: 3 clusters Score -4364558 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4365625.500000 Penalty: 5188.151855
	Iteration 6F: 3 clusters Score -4365626 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4367053.500000 Penalty: 5188.151855
	Iteration 7F: 3 clusters Score -4367054 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4368927.500000 Penalty: 5188.151855
	Iteration 8F: 3 clusters Score -4368928 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4370980.000000 Penalty: 5188.151855
	Iteration 9F: 3 clusters Score -4370980 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4372906.500000 Penalty: 5188.151855
	Iteration 10F: 3 clusters Score -4372906 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4374238.000000 Penalty: 5188.151855
	Iteration 11Q: 3 clusters Score -4374238 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4375030.500000 Penalty: 5188.151855
	Iteration 12Q: 3 clusters Score -4375030 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4375439.500000 Penalty: 5188.151855
	Iteration 13Q: 3 clusters Score -4375440 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4375666.000000 Penalty: 5188.151855
	Iteration 14Q: 3 clusters Score -4375666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4375792.500000 Penalty: 5188.151855
	Iteration 15Q: 3 clusters Score -4375792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4375901.500000 Penalty: 5188.151855
	Iteration 16Q: 3 clusters Score -4375902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4375946.000000 Penalty: 5188.151855
	Iteration 17Q: 3 clusters Score -4375946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4375984.500000 Penalty: 5188.151855
	Iteration 18Q: 3 clusters Score -4375984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4376003.500000 Penalty: 5188.151855
	Iteration 19Q: 3 clusters Score -4376004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4376070.500000 Penalty: 5188.151855
	Iteration 20F: 3 clusters Score -4376070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4376133.000000 Penalty: 5188.151855
	Iteration 21Q: 3 clusters Score -4376133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4376196.000000 Penalty: 5188.151855
	Iteration 22Q: 3 clusters Score -4376196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4376256.000000 Penalty: 5188.151855
	Iteration 23Q: 3 clusters Score -4376256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4376310.500000 Penalty: 5188.151855
	Iteration 24Q: 3 clusters Score -4376310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4376335.500000 Penalty: 5188.151855
	Iteration 25Q: 3 clusters Score -4376336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4376335.000000 Penalty: 5188.151855
	Iteration 26Q: 3 clusters Score -4376335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4376348.500000 Penalty: 5188.151855
	Iteration 27Q: 3 clusters Score -4376348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4376359.500000 Penalty: 5188.151855
	Iteration 28Q: 3 clusters Score -4376360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4376361.500000 Penalty: 5188.151855
	Iteration 29Q: 3 clusters Score -4376362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4376368.000000 Penalty: 5188.151855
	Iteration 30Q: 3 clusters Score -4376368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4376370.500000 Penalty: 5188.151855
	Iteration 31Q: 3 clusters Score -4376370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4376368.500000 Penalty: 5188.151855
	Iteration 32Q: 3 clusters Score -4376368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4376371.500000 Penalty: 5188.151855
	Iteration 33Q: 3 clusters Score -4376372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4376370.500000 Penalty: 5188.151855
	Iteration 34Q: 3 clusters Score -4376370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4376372.500000 Penalty: 5188.151855
	Iteration 35Q: 3 clusters Score -4376372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4376375.000000 Penalty: 5188.151855
	Iteration 36Q: 3 clusters Score -4376375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4376378.000000 Penalty: 5188.151855
	Iteration 37Q: 3 clusters Score -4376378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4376380.500000 Penalty: 5188.151855
	Iteration 38Q: 3 clusters Score -4376380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4376388.000000 Penalty: 5188.151855
	Iteration 39F: 3 clusters Score -4376388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5188.151855
	Iteration 40F: 3 clusters Score -4376392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4376386.000000 Penalty: 5188.151855
	Iteration 41Q: 3 clusters Score -4376386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4376394.000000 Penalty: 5188.151855
	Iteration 42Q: 3 clusters Score -4376394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4376398.000000 Penalty: 5188.151855
	Iteration 43Q: 3 clusters Score -4376398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4376393.500000 Penalty: 5188.151855
	Iteration 44Q: 3 clusters Score -4376394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4376395.000000 Penalty: 5188.151855
	Iteration 45Q: 3 clusters Score -4376395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4376392.000000 Penalty: 5188.151855
	Iteration 46Q: 3 clusters Score -4376392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4376393.000000 Penalty: 5188.151855
	Iteration 47Q: 3 clusters Score -4376393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4376394.000000 Penalty: 5188.151855
	Iteration 48Q: 3 clusters Score -4376394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4376394.000000 Penalty: 5188.151855
	Iteration 49Q: 3 clusters Score -4376394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4376393.500000 Penalty: 5188.151855
	Iteration 50Q: 3 clusters Score -4376394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4376398.000000 Penalty: 5188.151855
	Iteration 51Q: 3 clusters Score -4376398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4376396.000000 Penalty: 5188.151855
	Iteration 52Q: 3 clusters Score -4376396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4376393.000000 Penalty: 5188.151855
	Iteration 53Q: 3 clusters Score -4376393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5188.151855
	Iteration 54Q: 3 clusters Score -4376392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4376394.500000 Penalty: 5188.151855
	Iteration 55Q: 3 clusters Score -4376394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5188.151855
	Iteration 56Q: 3 clusters Score -4376392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5188.151855
	Iteration 57F: 3 clusters Score -4376392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -64529.832031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -64529.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63166.898438 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -63166.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63482.015625 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -63482.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63704.121094 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -63704.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63825.140625 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -63825.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63895.957031 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -63895.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63966.750000 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -63966.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64031.906250 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -64031.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64145.085938 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -64145.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64240.078125 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -64240.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64252.207031 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -64252.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64255.226562 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -64255.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64255.226562 Penalty: 3019.040283
	Iteration 11F: 3 clusters Score -64255.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -832138.437500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -832138.4 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 3450 members 
Entering Unmasked Estep 
Score: -826429.062500 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -826429.1 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -827889.062500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -827889.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -828210.812500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -828210.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -828400.312500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -828400.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -828519.812500 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -828519.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -828593.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -828660.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -828716.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -828762.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -828806.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -828845.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -828882.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -828919.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -828949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -828977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -829018.875000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -829018.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -829067.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -829113.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -829164.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -829221.437500 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -829221.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -829276.437500 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -829276.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -829332.000000 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -829332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -829385.062500 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -829385.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -829447.812500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -829447.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -829515.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -829575.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -829639.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -829709.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -829792.312500 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -829792.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -829880.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -829949.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -830026.437500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -830026.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -830108.250000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -830108.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -830180.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -830255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -830341.625000 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -830341.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -830441.125000 Penalty: 4375.139648
	Iteration 36Q: 3 clusters Score -830441.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -830556.562500 Penalty: 4375.139648
	Iteration 37Q: 3 clusters Score -830556.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -830698.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -830781.375000 Penalty: 4375.139648
	Iteration 39Q: 3 clusters Score -830781.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -830831.750000 Penalty: 4375.139648
	Iteration 40F: 3 clusters Score -830831.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -830873.937500 Penalty: 4375.139648
	Iteration 41Q: 3 clusters Score -830873.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -830898.187500 Penalty: 4375.139648
	Iteration 42Q: 3 clusters Score -830898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -830913.937500 Penalty: 4375.139648
	Iteration 43Q: 3 clusters Score -830913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -830933.625000 Penalty: 4375.139648
	Iteration 44Q: 3 clusters Score -830933.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -830952.437500 Penalty: 4375.139648
	Iteration 45Q: 3 clusters Score -830952.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -830975.437500 Penalty: 4375.139648
	Iteration 46Q: 3 clusters Score -830975.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -831000.625000 Penalty: 4375.139648
	Iteration 47Q: 3 clusters Score -831000.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -831027.437500 Penalty: 4375.139648
	Iteration 48Q: 3 clusters Score -831027.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -831061.875000 Penalty: 4375.139648
	Iteration 49Q: 3 clusters Score -831061.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -831088.062500 Penalty: 4375.139648
	Iteration 50Q: 3 clusters Score -831088.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -831111.562500 Penalty: 4375.139648
	Iteration 51Q: 3 clusters Score -831111.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -831145.000000 Penalty: 4375.139648
	Iteration 52Q: 3 clusters Score -831145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -831177.312500 Penalty: 4375.139648
	Iteration 53Q: 3 clusters Score -831177.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -831215.750000 Penalty: 4375.139648
	Iteration 54Q: 3 clusters Score -831215.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -831267.937500 Penalty: 4375.139648
	Iteration 55Q: 3 clusters Score -831267.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -831324.937500 Penalty: 4375.139648
	Iteration 56Q: 3 clusters Score -831324.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -831391.187500 Penalty: 4375.139648
	Iteration 57Q: 3 clusters Score -831391.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -831475.625000 Penalty: 4375.139648
	Iteration 58Q: 3 clusters Score -831475.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -831552.125000 Penalty: 4375.139648
	Iteration 59Q: 3 clusters Score -831552.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -831712.250000 Penalty: 4375.139648
	Iteration 60F: 3 clusters Score -831712.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -831901.625000 Penalty: 4375.139648
	Iteration 61Q: 3 clusters Score -831901.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -832062.250000 Penalty: 4375.139648
	Iteration 62Q: 3 clusters Score -832062.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -832225.750000 Penalty: 4375.139648
	Iteration 63Q: 3 clusters Score -832225.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -832394.500000 Penalty: 4375.139648
	Iteration 64Q: 3 clusters Score -832394.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -832564.750000 Penalty: 4375.139648
	Iteration 65Q: 3 clusters Score -832564.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -832733.375000 Penalty: 4375.139648
	Iteration 66Q: 3 clusters Score -832733.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -832871.625000 Penalty: 4375.139648
	Iteration 67Q: 3 clusters Score -832871.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -832929.187500 Penalty: 4375.139648
	Iteration 68Q: 3 clusters Score -832929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -832953.812500 Penalty: 4375.139648
	Iteration 69Q: 3 clusters Score -832953.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -832972.250000 Penalty: 4375.139648
	Iteration 70Q: 3 clusters Score -832972.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -832978.562500 Penalty: 4375.139648
	Iteration 71Q: 3 clusters Score -832978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -832983.125000 Penalty: 4375.139648
	Iteration 72Q: 3 clusters Score -832983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -832984.437500 Penalty: 4375.139648
	Iteration 73Q: 3 clusters Score -832984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -832984.875000 Penalty: 4375.139648
	Iteration 74Q: 3 clusters Score -832984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -832985.812500 Penalty: 4375.139648
	Iteration 75Q: 3 clusters Score -832985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -832986.312500 Penalty: 4375.139648
	Iteration 76Q: 3 clusters Score -832986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -832986.187500 Penalty: 4375.139648
	Iteration 77Q: 3 clusters Score -832986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -832995.937500 Penalty: 4375.139648
	Iteration 78F: 3 clusters Score -832995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -832999.000000 Penalty: 4375.139648
	Iteration 79Q: 3 clusters Score -832999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -833003.437500 Penalty: 4375.139648
	Iteration 80F: 3 clusters Score -833003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -833004.500000 Penalty: 4375.139648
	Iteration 81Q: 3 clusters Score -833004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -833005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -833006.687500 Penalty: 4375.139648
	Iteration 83Q: 3 clusters Score -833006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -833006.812500 Penalty: 4375.139648
	Iteration 84Q: 3 clusters Score -833006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -833005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -833006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -833007.000000 Penalty: 4375.139648
	Iteration 87Q: 3 clusters Score -833007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -833007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3543 members 
Entering Unmasked Estep 
Score: -134500976.000000 Penalty: 241698.718750
Splitting cluster 15 changes total score from -134501248.000000 to -134500976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -329142.531250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -329142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -326075.093750 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -326075.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -326637.781250 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -326637.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -326764.875000 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -326764.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326835.937500 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -326835.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -326893.937500 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -326893.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -326951.687500 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -326951.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -326990.468750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -326990.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327015.750000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -327015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -327031.156250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -327031.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -327048.218750 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -327048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -327067.218750 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -327067.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -327086.187500 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -327086.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -327099.281250 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -327099.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -327116.593750 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -327116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -327127.437500 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -327127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -327134.656250 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -327134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -327140.937500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -327140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -327149.062500 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -327149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -327157.125000 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -327157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -327164.750000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -327164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -327168.500000 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -327168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -327173.781250 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -327173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -327180.343750 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -327180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -327188.750000 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -327188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327197.593750 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -327197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327204.343750 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -327204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -327212.562500 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -327212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -327219.000000 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -327219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -327226.031250 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -327226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327236.250000 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -327236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327249.375000 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -327249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -327260.718750 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -327260.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -327267.906250 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -327267.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -327274.312500 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -327274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -327277.875000 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -327277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -327279.656250 Penalty: 3919.817139
	Iteration 35Q: 3 clusters Score -327279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -327279.656250 Penalty: 3919.817139
	Iteration 36F: 3 clusters Score -327279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -897069.125000 Penalty: 2203.966553
	Iteration 0F: 2 clusters Score -897069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -891182.312500 Penalty: 4407.933105
	Iteration 0F: 3 clusters Score -891182.3 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -892873.500000 Penalty: 4407.933105
	Iteration 1F: 3 clusters Score -892873.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -893232.437500 Penalty: 4407.933105
	Iteration 2F: 3 clusters Score -893232.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -893570.750000 Penalty: 4407.933105
	Iteration 3F: 3 clusters Score -893570.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -893910.500000 Penalty: 4407.933105
	Iteration 4F: 3 clusters Score -893910.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -894270.437500 Penalty: 4407.933105
	Iteration 5F: 3 clusters Score -894270.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -894578.750000 Penalty: 4407.933105
	Iteration 6F: 3 clusters Score -894578.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -894860.312500 Penalty: 4407.933105
	Iteration 7Q: 3 clusters Score -894860.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -895107.250000 Penalty: 4407.933105
	Iteration 8Q: 3 clusters Score -895107.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -895316.125000 Penalty: 4407.933105
	Iteration 9Q: 3 clusters Score -895316.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -895473.625000 Penalty: 4407.933105
	Iteration 10Q: 3 clusters Score -895473.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -895626.000000 Penalty: 4407.933105
	Iteration 11Q: 3 clusters Score -895626 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -895751.125000 Penalty: 4407.933105
	Iteration 12Q: 3 clusters Score -895751.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -895884.812500 Penalty: 4407.933105
	Iteration 13Q: 3 clusters Score -895884.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -895983.375000 Penalty: 4407.933105
	Iteration 14Q: 3 clusters Score -895983.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -896045.562500 Penalty: 4407.933105
	Iteration 15Q: 3 clusters Score -896045.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -896082.125000 Penalty: 4407.933105
	Iteration 16Q: 3 clusters Score -896082.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -896112.875000 Penalty: 4407.933105
	Iteration 17Q: 3 clusters Score -896112.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -896133.812500 Penalty: 4407.933105
	Iteration 18Q: 3 clusters Score -896133.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -896145.062500 Penalty: 4407.933105
	Iteration 19Q: 3 clusters Score -896145.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -896155.812500 Penalty: 4407.933105
	Iteration 20F: 3 clusters Score -896155.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -896161.312500 Penalty: 4407.933105
	Iteration 21Q: 3 clusters Score -896161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -896165.062500 Penalty: 4407.933105
	Iteration 22Q: 3 clusters Score -896165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -896168.250000 Penalty: 4407.933105
	Iteration 23Q: 3 clusters Score -896168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -896171.312500 Penalty: 4407.933105
	Iteration 24Q: 3 clusters Score -896171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -896174.125000 Penalty: 4407.933105
	Iteration 25Q: 3 clusters Score -896174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -896176.312500 Penalty: 4407.933105
	Iteration 26Q: 3 clusters Score -896176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -896175.312500 Penalty: 4407.933105
	Iteration 27Q: 3 clusters Score -896175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -896176.625000 Penalty: 4407.933105
	Iteration 28Q: 3 clusters Score -896176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -896176.375000 Penalty: 4407.933105
	Iteration 29Q: 3 clusters Score -896176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -896179.062500 Penalty: 4407.933105
	Iteration 30Q: 3 clusters Score -896179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -896177.500000 Penalty: 4407.933105
	Iteration 31Q: 3 clusters Score -896177.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -896177.500000 Penalty: 4407.933105
	Iteration 32F: 3 clusters Score -896177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -784730.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -784730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -780376.250000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -780376.2 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -781522.750000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -781522.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -781896.562500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -781896.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -782246.062500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -782246.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -782541.250000 Penalty: 4201.897949
	Iteration 4F: 3 clusters Score -782541.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -782773.250000 Penalty: 4201.897949
	Iteration 5F: 3 clusters Score -782773.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -782990.250000 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -782990.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -783169.000000 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -783169 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -783292.625000 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -783292.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -783375.250000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -783375.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -783412.375000 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -783412.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -783443.062500 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -783443.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -783466.625000 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -783466.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -783482.625000 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -783482.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -783492.812500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -783492.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -783502.500000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -783502.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -783503.437500 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -783503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -783507.875000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -783507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -783508.937500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -783508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -783510.000000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -783510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -783510.000000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -783510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -783510.562500 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -783510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -783512.062500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -783512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -783515.187500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -783515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -783516.750000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -783516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -783517.750000 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -783517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -783520.312500 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -783520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -783524.125000 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -783524.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783528.687500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -783528.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -783531.312500 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -783531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -783533.875000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -783533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -783538.750000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -783538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -783540.062500 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -783540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -783541.812500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -783541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -783543.062500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -783543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -783543.125000 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -783543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -783543.375000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -783543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -783543.375000 Penalty: 4201.897949
	Iteration 37F: 3 clusters Score -783543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Entering Unmasked Estep 
Score: -1503903.375000 Penalty: 2336.871094
	Iteration 0F: 2 clusters Score -1503903 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 6171 members 
Entering Unmasked Estep 
Score: -1494724.000000 Penalty: 4673.742188
	Iteration 0F: 3 clusters Score -1494724 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1497713.500000 Penalty: 4673.742188
	Iteration 1F: 3 clusters Score -1497714 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1498132.000000 Penalty: 4673.742188
	Iteration 2F: 3 clusters Score -1498132 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1498492.000000 Penalty: 4673.742188
	Iteration 3F: 3 clusters Score -1498492 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1498793.875000 Penalty: 4673.742188
	Iteration 4Q: 3 clusters Score -1498794 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1499133.750000 Penalty: 4673.742188
	Iteration 5Q: 3 clusters Score -1499134 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1499497.625000 Penalty: 4673.742188
	Iteration 6Q: 3 clusters Score -1499498 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1499861.375000 Penalty: 4673.742188
	Iteration 7Q: 3 clusters Score -1499861 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1500243.125000 Penalty: 4673.742188
	Iteration 8Q: 3 clusters Score -1500243 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1500515.000000 Penalty: 4673.742188
	Iteration 9Q: 3 clusters Score -1500515 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1500692.000000 Penalty: 4673.742188
	Iteration 10Q: 3 clusters Score -1500692 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1500819.500000 Penalty: 4673.742188
	Iteration 11Q: 3 clusters Score -1500820 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1500893.625000 Penalty: 4673.742188
	Iteration 12Q: 3 clusters Score -1500894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1500953.750000 Penalty: 4673.742188
	Iteration 13Q: 3 clusters Score -1500954 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1500996.375000 Penalty: 4673.742188
	Iteration 14Q: 3 clusters Score -1500996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1501030.375000 Penalty: 4673.742188
	Iteration 15Q: 3 clusters Score -1501030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1501063.375000 Penalty: 4673.742188
	Iteration 16Q: 3 clusters Score -1501063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1501097.375000 Penalty: 4673.742188
	Iteration 17Q: 3 clusters Score -1501097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1501119.625000 Penalty: 4673.742188
	Iteration 18Q: 3 clusters Score -1501120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1501148.125000 Penalty: 4673.742188
	Iteration 19Q: 3 clusters Score -1501148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1501165.000000 Penalty: 4673.742188
	Iteration 20F: 3 clusters Score -1501165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1501167.750000 Penalty: 4673.742188
	Iteration 21Q: 3 clusters Score -1501168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1501174.250000 Penalty: 4673.742188
	Iteration 22Q: 3 clusters Score -1501174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1501179.125000 Penalty: 4673.742188
	Iteration 23Q: 3 clusters Score -1501179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1501184.875000 Penalty: 4673.742188
	Iteration 24Q: 3 clusters Score -1501185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1501185.500000 Penalty: 4673.742188
	Iteration 25Q: 3 clusters Score -1501186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1501187.500000 Penalty: 4673.742188
	Iteration 26Q: 3 clusters Score -1501188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1501193.250000 Penalty: 4673.742188
	Iteration 27Q: 3 clusters Score -1501193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1501194.875000 Penalty: 4673.742188
	Iteration 28Q: 3 clusters Score -1501195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1501197.125000 Penalty: 4673.742188
	Iteration 29Q: 3 clusters Score -1501197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1501201.750000 Penalty: 4673.742188
	Iteration 30Q: 3 clusters Score -1501202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1501201.125000 Penalty: 4673.742188
	Iteration 31Q: 3 clusters Score -1501201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1501203.500000 Penalty: 4673.742188
	Iteration 32Q: 3 clusters Score -1501204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1501205.625000 Penalty: 4673.742188
	Iteration 33Q: 3 clusters Score -1501206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1501208.500000 Penalty: 4673.742188
	Iteration 34Q: 3 clusters Score -1501208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1501208.750000 Penalty: 4673.742188
	Iteration 35Q: 3 clusters Score -1501209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1501212.875000 Penalty: 4673.742188
	Iteration 36Q: 3 clusters Score -1501213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1501212.125000 Penalty: 4673.742188
	Iteration 37Q: 3 clusters Score -1501212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1501211.750000 Penalty: 4673.742188
	Iteration 38Q: 3 clusters Score -1501212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1501213.375000 Penalty: 4673.742188
	Iteration 39Q: 3 clusters Score -1501213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1501211.125000 Penalty: 4673.742188
	Iteration 40F: 3 clusters Score -1501211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1501209.875000 Penalty: 4673.742188
	Iteration 41Q: 3 clusters Score -1501210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1501212.125000 Penalty: 4673.742188
	Iteration 42Q: 3 clusters Score -1501212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1501212.125000 Penalty: 4673.742188
	Iteration 43F: 3 clusters Score -1501212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -889916.000000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -889916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -883947.500000 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -883947.5 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -885646.562500 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -885646.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -886094.812500 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -886094.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -886452.437500 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -886452.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -886776.750000 Penalty: 4415.280762
	Iteration 4F: 3 clusters Score -886776.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -887085.500000 Penalty: 4415.280762
	Iteration 5F: 3 clusters Score -887085.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -887367.500000 Penalty: 4415.280762
	Iteration 6F: 3 clusters Score -887367.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -887615.562500 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -887615.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -887814.375000 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -887814.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -887956.562500 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -887956.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -888070.875000 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -888070.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -888166.625000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -888166.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -888230.437500 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -888230.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -888287.125000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -888287.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -888341.562500 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -888341.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -888372.250000 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -888372.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -888392.500000 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -888392.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -888412.500000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -888412.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -888425.875000 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -888425.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -888436.750000 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -888436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -888442.687500 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -888442.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -888450.500000 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -888450.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -888460.000000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -888460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -888470.937500 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -888470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -888480.437500 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -888480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -888492.562500 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -888492.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -888503.937500 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -888503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -888514.812500 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -888514.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -888523.187500 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -888523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -888532.000000 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -888532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -888534.562500 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -888534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -888539.187500 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -888539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -888546.812500 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -888546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -888554.125000 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -888554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -888558.562500 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -888558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -888562.562500 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -888562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -888567.000000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -888567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -888571.125000 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -888571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -888576.000000 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -888576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -888582.000000 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -888582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -888588.562500 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -888588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -888598.812500 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -888598.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -888607.375000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -888607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -888614.250000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -888614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -888619.187500 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -888619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -888625.687500 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -888625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -888629.312500 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -888629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -888631.312500 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -888631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -888634.562500 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -888634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -888639.812500 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -888639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -888640.062500 Penalty: 4415.280762
	Iteration 50Q: 3 clusters Score -888640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -888641.437500 Penalty: 4415.280762
	Iteration 51Q: 3 clusters Score -888641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -888641.750000 Penalty: 4415.280762
	Iteration 52Q: 3 clusters Score -888641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -888641.375000 Penalty: 4415.280762
	Iteration 53Q: 3 clusters Score -888641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -888641.375000 Penalty: 4415.280762
	Iteration 54F: 3 clusters Score -888641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -394948.875000 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -394948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -391509.687500 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -391509.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -392280.625000 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -392280.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -392493.562500 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -392493.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -392633.687500 Penalty: 4013.750732
	Iteration 3F: 3 clusters Score -392633.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -392784.000000 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -392784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -392924.375000 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -392924.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -393060.656250 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -393060.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -393212.781250 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -393212.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -393325.187500 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -393325.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -393401.562500 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -393401.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -393457.562500 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -393457.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -393508.625000 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -393508.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -393554.937500 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -393554.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -393588.250000 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -393588.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -393618.187500 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -393618.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -393644.531250 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -393644.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -393670.031250 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -393670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -393686.156250 Penalty: 4013.750732
	Iteration 17Q: 3 clusters Score -393686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -393690.562500 Penalty: 4013.750732
	Iteration 18Q: 3 clusters Score -393690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -393693.312500 Penalty: 4013.750732
	Iteration 19Q: 3 clusters Score -393693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -393696.156250 Penalty: 4013.750732
	Iteration 20F: 3 clusters Score -393696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -393699.312500 Penalty: 4013.750732
	Iteration 21Q: 3 clusters Score -393699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393704.875000 Penalty: 4013.750732
	Iteration 22Q: 3 clusters Score -393704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -393711.250000 Penalty: 4013.750732
	Iteration 23Q: 3 clusters Score -393711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -393718.218750 Penalty: 4013.750732
	Iteration 24Q: 3 clusters Score -393718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -393724.093750 Penalty: 4013.750732
	Iteration 25Q: 3 clusters Score -393724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -393727.968750 Penalty: 4013.750732
	Iteration 26Q: 3 clusters Score -393728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -393732.531250 Penalty: 4013.750732
	Iteration 27Q: 3 clusters Score -393732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -393737.062500 Penalty: 4013.750732
	Iteration 28Q: 3 clusters Score -393737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -393749.593750 Penalty: 4013.750732
	Iteration 29Q: 3 clusters Score -393749.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -393759.656250 Penalty: 4013.750732
	Iteration 30Q: 3 clusters Score -393759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -393764.562500 Penalty: 4013.750732
	Iteration 31Q: 3 clusters Score -393764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -393767.656250 Penalty: 4013.750732
	Iteration 32Q: 3 clusters Score -393767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -393772.500000 Penalty: 4013.750732
	Iteration 33Q: 3 clusters Score -393772.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -393781.343750 Penalty: 4013.750732
	Iteration 34Q: 3 clusters Score -393781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -393786.125000 Penalty: 4013.750732
	Iteration 35Q: 3 clusters Score -393786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -393788.781250 Penalty: 4013.750732
	Iteration 36Q: 3 clusters Score -393788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -393794.406250 Penalty: 4013.750732
	Iteration 37Q: 3 clusters Score -393794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -393802.718750 Penalty: 4013.750732
	Iteration 38Q: 3 clusters Score -393802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -393818.500000 Penalty: 4013.750732
	Iteration 39Q: 3 clusters Score -393818.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -393829.093750 Penalty: 4013.750732
	Iteration 40F: 3 clusters Score -393829.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -393844.218750 Penalty: 4013.750732
	Iteration 41Q: 3 clusters Score -393844.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -393857.906250 Penalty: 4013.750732
	Iteration 42Q: 3 clusters Score -393857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -393863.875000 Penalty: 4013.750732
	Iteration 43Q: 3 clusters Score -393863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -393868.218750 Penalty: 4013.750732
	Iteration 44Q: 3 clusters Score -393868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -393868.250000 Penalty: 4013.750732
	Iteration 45Q: 3 clusters Score -393868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -393868.250000 Penalty: 4013.750732
	Iteration 46F: 3 clusters Score -393868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Entering Unmasked Estep 
Score: -8396902.000000 Penalty: 2757.234375
	Iteration 0F: 2 clusters Score -8396902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -8351729.500000 Penalty: 5514.468750
	Iteration 0F: 3 clusters Score -8351730 nChanged 31391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8369415.500000 Penalty: 5514.468750
	Iteration 1F: 3 clusters Score -8369416 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8370000.000000 Penalty: 5514.468750
	Iteration 2Q: 3 clusters Score -8370000 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8370927.500000 Penalty: 5514.468750
	Iteration 3Q: 3 clusters Score -8370928 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -8372267.000000 Penalty: 5514.468750
	Iteration 4Q: 3 clusters Score -8372267 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8374041.500000 Penalty: 5514.468750
	Iteration 5Q: 3 clusters Score -8374042 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8376299.000000 Penalty: 5514.468750
	Iteration 6F: 3 clusters Score -8376299 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -8379068.500000 Penalty: 5514.468750
	Iteration 7F: 3 clusters Score -8379068 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -8382320.000000 Penalty: 5514.468750
	Iteration 8F: 3 clusters Score -8382320 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -8385508.500000 Penalty: 5514.468750
	Iteration 9F: 3 clusters Score -8385508 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -8388230.000000 Penalty: 5514.468750
	Iteration 10F: 3 clusters Score -8388230 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -8390416.000000 Penalty: 5514.468750
	Iteration 11Q: 3 clusters Score -8390416 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -8391988.000000 Penalty: 5514.468750
	Iteration 12Q: 3 clusters Score -8391988 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -8392977.000000 Penalty: 5514.468750
	Iteration 13Q: 3 clusters Score -8392977 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -8393591.000000 Penalty: 5514.468750
	Iteration 14Q: 3 clusters Score -8393591 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -8393967.000000 Penalty: 5514.468750
	Iteration 15Q: 3 clusters Score -8393967 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -8394228.000000 Penalty: 5514.468750
	Iteration 16Q: 3 clusters Score -8394228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -8394379.000000 Penalty: 5514.468750
	Iteration 17Q: 3 clusters Score -8394379 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8394490.000000 Penalty: 5514.468750
	Iteration 18Q: 3 clusters Score -8394490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -8394570.000000 Penalty: 5514.468750
	Iteration 19Q: 3 clusters Score -8394570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8394612.000000 Penalty: 5514.468750
	Iteration 20F: 3 clusters Score -8394612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8394649.000000 Penalty: 5514.468750
	Iteration 21Q: 3 clusters Score -8394649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -8394675.000000 Penalty: 5514.468750
	Iteration 22Q: 3 clusters Score -8394675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8394698.000000 Penalty: 5514.468750
	Iteration 23Q: 3 clusters Score -8394698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8394698.000000 Penalty: 5514.468750
	Iteration 24Q: 3 clusters Score -8394698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8394704.000000 Penalty: 5514.468750
	Iteration 25Q: 3 clusters Score -8394704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -8394717.000000 Penalty: 5514.468750
	Iteration 26Q: 3 clusters Score -8394717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8394717.000000 Penalty: 5514.468750
	Iteration 27Q: 3 clusters Score -8394717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -8394717.000000 Penalty: 5514.468750
	Iteration 28Q: 3 clusters Score -8394717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8394724.000000 Penalty: 5514.468750
	Iteration 29Q: 3 clusters Score -8394724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -8394724.000000 Penalty: 5514.468750
	Iteration 30Q: 3 clusters Score -8394724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -8394730.000000 Penalty: 5514.468750
	Iteration 31Q: 3 clusters Score -8394730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8394732.000000 Penalty: 5514.468750
	Iteration 32Q: 3 clusters Score -8394732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8394732.000000 Penalty: 5514.468750
	Iteration 33F: 3 clusters Score -8394732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -1819107.500000 Penalty: 2379.084473
	Iteration 0F: 2 clusters Score -1819108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1808474.750000 Penalty: 4758.168945
	Iteration 0F: 3 clusters Score -1808475 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1811842.750000 Penalty: 4758.168945
	Iteration 1F: 3 clusters Score -1811843 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1812160.750000 Penalty: 4758.168945
	Iteration 2F: 3 clusters Score -1812161 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1812494.625000 Penalty: 4758.168945
	Iteration 3Q: 3 clusters Score -1812495 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1812888.625000 Penalty: 4758.168945
	Iteration 4Q: 3 clusters Score -1812889 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1813332.750000 Penalty: 4758.168945
	Iteration 5Q: 3 clusters Score -1813333 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1813763.750000 Penalty: 4758.168945
	Iteration 6Q: 3 clusters Score -1813764 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1814185.250000 Penalty: 4758.168945
	Iteration 7Q: 3 clusters Score -1814185 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1814666.500000 Penalty: 4758.168945
	Iteration 8F: 3 clusters Score -1814666 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1815131.375000 Penalty: 4758.168945
	Iteration 9F: 3 clusters Score -1815131 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1815548.125000 Penalty: 4758.168945
	Iteration 10Q: 3 clusters Score -1815548 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1815849.000000 Penalty: 4758.168945
	Iteration 11Q: 3 clusters Score -1815849 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1816077.125000 Penalty: 4758.168945
	Iteration 12Q: 3 clusters Score -1816077 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1816258.500000 Penalty: 4758.168945
	Iteration 13Q: 3 clusters Score -1816258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1816384.500000 Penalty: 4758.168945
	Iteration 14Q: 3 clusters Score -1816384 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1816498.875000 Penalty: 4758.168945
	Iteration 15Q: 3 clusters Score -1816499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1816587.500000 Penalty: 4758.168945
	Iteration 16Q: 3 clusters Score -1816588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1816664.750000 Penalty: 4758.168945
	Iteration 17Q: 3 clusters Score -1816665 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1816732.875000 Penalty: 4758.168945
	Iteration 18Q: 3 clusters Score -1816733 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1816785.625000 Penalty: 4758.168945
	Iteration 19Q: 3 clusters Score -1816786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1816831.375000 Penalty: 4758.168945
	Iteration 20F: 3 clusters Score -1816831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1816869.125000 Penalty: 4758.168945
	Iteration 21Q: 3 clusters Score -1816869 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1816911.500000 Penalty: 4758.168945
	Iteration 22Q: 3 clusters Score -1816912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1816961.000000 Penalty: 4758.168945
	Iteration 23Q: 3 clusters Score -1816961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1817003.875000 Penalty: 4758.168945
	Iteration 24Q: 3 clusters Score -1817004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1817040.750000 Penalty: 4758.168945
	Iteration 25Q: 3 clusters Score -1817041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1817073.250000 Penalty: 4758.168945
	Iteration 26Q: 3 clusters Score -1817073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1817097.750000 Penalty: 4758.168945
	Iteration 27Q: 3 clusters Score -1817098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1817116.500000 Penalty: 4758.168945
	Iteration 28Q: 3 clusters Score -1817116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1817138.375000 Penalty: 4758.168945
	Iteration 29Q: 3 clusters Score -1817138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1817151.125000 Penalty: 4758.168945
	Iteration 30Q: 3 clusters Score -1817151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1817171.125000 Penalty: 4758.168945
	Iteration 31Q: 3 clusters Score -1817171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1817180.000000 Penalty: 4758.168945
	Iteration 32Q: 3 clusters Score -1817180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1817193.125000 Penalty: 4758.168945
	Iteration 33Q: 3 clusters Score -1817193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1817207.875000 Penalty: 4758.168945
	Iteration 34Q: 3 clusters Score -1817208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1817214.250000 Penalty: 4758.168945
	Iteration 35Q: 3 clusters Score -1817214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1817226.250000 Penalty: 4758.168945
	Iteration 36Q: 3 clusters Score -1817226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1817236.875000 Penalty: 4758.168945
	Iteration 37Q: 3 clusters Score -1817237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1817247.625000 Penalty: 4758.168945
	Iteration 38Q: 3 clusters Score -1817248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1817256.875000 Penalty: 4758.168945
	Iteration 39Q: 3 clusters Score -1817257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1817262.500000 Penalty: 4758.168945
	Iteration 40F: 3 clusters Score -1817262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1817272.000000 Penalty: 4758.168945
	Iteration 41Q: 3 clusters Score -1817272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1817275.125000 Penalty: 4758.168945
	Iteration 42Q: 3 clusters Score -1817275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1817281.000000 Penalty: 4758.168945
	Iteration 43Q: 3 clusters Score -1817281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1817290.000000 Penalty: 4758.168945
	Iteration 44Q: 3 clusters Score -1817290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1817295.125000 Penalty: 4758.168945
	Iteration 45Q: 3 clusters Score -1817295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1817296.125000 Penalty: 4758.168945
	Iteration 46Q: 3 clusters Score -1817296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1817295.625000 Penalty: 4758.168945
	Iteration 47Q: 3 clusters Score -1817296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1817300.375000 Penalty: 4758.168945
	Iteration 48Q: 3 clusters Score -1817300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1817300.750000 Penalty: 4758.168945
	Iteration 49Q: 3 clusters Score -1817301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1817308.125000 Penalty: 4758.168945
	Iteration 50Q: 3 clusters Score -1817308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1817308.875000 Penalty: 4758.168945
	Iteration 51Q: 3 clusters Score -1817309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1817312.875000 Penalty: 4758.168945
	Iteration 52Q: 3 clusters Score -1817313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1817317.125000 Penalty: 4758.168945
	Iteration 53Q: 3 clusters Score -1817317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1817325.125000 Penalty: 4758.168945
	Iteration 54Q: 3 clusters Score -1817325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1817335.250000 Penalty: 4758.168945
	Iteration 55Q: 3 clusters Score -1817335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1817334.000000 Penalty: 4758.168945
	Iteration 56Q: 3 clusters Score -1817334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1817346.250000 Penalty: 4758.168945
	Iteration 57Q: 3 clusters Score -1817346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1817351.750000 Penalty: 4758.168945
	Iteration 58Q: 3 clusters Score -1817352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1817361.625000 Penalty: 4758.168945
	Iteration 59Q: 3 clusters Score -1817362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1817356.750000 Penalty: 4758.168945
	Iteration 60F: 3 clusters Score -1817357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1817364.000000 Penalty: 4758.168945
	Iteration 61Q: 3 clusters Score -1817364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1817378.250000 Penalty: 4758.168945
	Iteration 62Q: 3 clusters Score -1817378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1817387.500000 Penalty: 4758.168945
	Iteration 63Q: 3 clusters Score -1817388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1817384.375000 Penalty: 4758.168945
	Iteration 64Q: 3 clusters Score -1817384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1817387.875000 Penalty: 4758.168945
	Iteration 65Q: 3 clusters Score -1817388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1817394.250000 Penalty: 4758.168945
	Iteration 66Q: 3 clusters Score -1817394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1817392.625000 Penalty: 4758.168945
	Iteration 67Q: 3 clusters Score -1817393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1817399.125000 Penalty: 4758.168945
	Iteration 68Q: 3 clusters Score -1817399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1817396.625000 Penalty: 4758.168945
	Iteration 69Q: 3 clusters Score -1817397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1817406.500000 Penalty: 4758.168945
	Iteration 70Q: 3 clusters Score -1817406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1817407.375000 Penalty: 4758.168945
	Iteration 71Q: 3 clusters Score -1817407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1817415.125000 Penalty: 4758.168945
	Iteration 72Q: 3 clusters Score -1817415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1817410.750000 Penalty: 4758.168945
	Iteration 73Q: 3 clusters Score -1817411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1817415.250000 Penalty: 4758.168945
	Iteration 74Q: 3 clusters Score -1817415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1817414.000000 Penalty: 4758.168945
	Iteration 75Q: 3 clusters Score -1817414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1817414.750000 Penalty: 4758.168945
	Iteration 76Q: 3 clusters Score -1817415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1817416.250000 Penalty: 4758.168945
	Iteration 77Q: 3 clusters Score -1817416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1817421.250000 Penalty: 4758.168945
	Iteration 78Q: 3 clusters Score -1817421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1817417.875000 Penalty: 4758.168945
	Iteration 79Q: 3 clusters Score -1817418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1817421.500000 Penalty: 4758.168945
	Iteration 80F: 3 clusters Score -1817422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1817418.000000 Penalty: 4758.168945
	Iteration 81Q: 3 clusters Score -1817418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1817426.000000 Penalty: 4758.168945
	Iteration 82Q: 3 clusters Score -1817426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1817423.250000 Penalty: 4758.168945
	Iteration 83Q: 3 clusters Score -1817423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1817425.375000 Penalty: 4758.168945
	Iteration 84Q: 3 clusters Score -1817425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1817422.750000 Penalty: 4758.168945
	Iteration 85Q: 3 clusters Score -1817423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1817426.125000 Penalty: 4758.168945
	Iteration 86Q: 3 clusters Score -1817426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1817428.125000 Penalty: 4758.168945
	Iteration 87Q: 3 clusters Score -1817428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1817430.250000 Penalty: 4758.168945
	Iteration 88Q: 3 clusters Score -1817430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1817427.875000 Penalty: 4758.168945
	Iteration 89Q: 3 clusters Score -1817428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1817426.125000 Penalty: 4758.168945
	Iteration 90Q: 3 clusters Score -1817426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1817426.125000 Penalty: 4758.168945
	Iteration 91F: 3 clusters Score -1817426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Entering Unmasked Estep 
Score: -4894725.500000 Penalty: 2624.261230
	Iteration 0F: 2 clusters Score -4894726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4867927.000000 Penalty: 5248.522461
	Iteration 0F: 3 clusters Score -4867927 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4878180.500000 Penalty: 5248.522461
	Iteration 1F: 3 clusters Score -4878180 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4879027.000000 Penalty: 5248.522461
	Iteration 2F: 3 clusters Score -4879027 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4879941.000000 Penalty: 5248.522461
	Iteration 3F: 3 clusters Score -4879941 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4881013.000000 Penalty: 5248.522461
	Iteration 4F: 3 clusters Score -4881013 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4882321.500000 Penalty: 5248.522461
	Iteration 5F: 3 clusters Score -4882322 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4883936.000000 Penalty: 5248.522461
	Iteration 6F: 3 clusters Score -4883936 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4885780.500000 Penalty: 5248.522461
	Iteration 7F: 3 clusters Score -4885780 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4887692.000000 Penalty: 5248.522461
	Iteration 8F: 3 clusters Score -4887692 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4889320.500000 Penalty: 5248.522461
	Iteration 9Q: 3 clusters Score -4889320 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4890498.000000 Penalty: 5248.522461
	Iteration 10Q: 3 clusters Score -4890498 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4891424.000000 Penalty: 5248.522461
	Iteration 11Q: 3 clusters Score -4891424 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4892044.500000 Penalty: 5248.522461
	Iteration 12Q: 3 clusters Score -4892044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4892430.500000 Penalty: 5248.522461
	Iteration 13Q: 3 clusters Score -4892430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4892720.000000 Penalty: 5248.522461
	Iteration 14Q: 3 clusters Score -4892720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4892925.500000 Penalty: 5248.522461
	Iteration 15Q: 3 clusters Score -4892926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4893082.500000 Penalty: 5248.522461
	Iteration 16Q: 3 clusters Score -4893082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4893183.000000 Penalty: 5248.522461
	Iteration 17Q: 3 clusters Score -4893183 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4893290.000000 Penalty: 5248.522461
	Iteration 18Q: 3 clusters Score -4893290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4893356.500000 Penalty: 5248.522461
	Iteration 19Q: 3 clusters Score -4893356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4893416.500000 Penalty: 5248.522461
	Iteration 20F: 3 clusters Score -4893416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -4893464.500000 Penalty: 5248.522461
	Iteration 21Q: 3 clusters Score -4893464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -4893478.000000 Penalty: 5248.522461
	Iteration 22Q: 3 clusters Score -4893478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4893500.000000 Penalty: 5248.522461
	Iteration 23Q: 3 clusters Score -4893500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4893523.000000 Penalty: 5248.522461
	Iteration 24Q: 3 clusters Score -4893523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4893538.000000 Penalty: 5248.522461
	Iteration 25Q: 3 clusters Score -4893538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4893532.000000 Penalty: 5248.522461
	Iteration 26Q: 3 clusters Score -4893532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4893540.000000 Penalty: 5248.522461
	Iteration 27Q: 3 clusters Score -4893540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4893547.000000 Penalty: 5248.522461
	Iteration 28Q: 3 clusters Score -4893547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -4893564.000000 Penalty: 5248.522461
	Iteration 29Q: 3 clusters Score -4893564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4893579.500000 Penalty: 5248.522461
	Iteration 30Q: 3 clusters Score -4893580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4893587.500000 Penalty: 5248.522461
	Iteration 31Q: 3 clusters Score -4893588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4893591.000000 Penalty: 5248.522461
	Iteration 32Q: 3 clusters Score -4893591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4893597.000000 Penalty: 5248.522461
	Iteration 33Q: 3 clusters Score -4893597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4893597.500000 Penalty: 5248.522461
	Iteration 34Q: 3 clusters Score -4893598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4893599.000000 Penalty: 5248.522461
	Iteration 35Q: 3 clusters Score -4893599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4893604.500000 Penalty: 5248.522461
	Iteration 36Q: 3 clusters Score -4893604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4893611.000000 Penalty: 5248.522461
	Iteration 37Q: 3 clusters Score -4893611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4893619.500000 Penalty: 5248.522461
	Iteration 38Q: 3 clusters Score -4893620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4893620.500000 Penalty: 5248.522461
	Iteration 39Q: 3 clusters Score -4893620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -4893619.500000 Penalty: 5248.522461
	Iteration 40F: 3 clusters Score -4893620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4893621.000000 Penalty: 5248.522461
	Iteration 41Q: 3 clusters Score -4893621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4893628.000000 Penalty: 5248.522461
	Iteration 42Q: 3 clusters Score -4893628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4893623.000000 Penalty: 5248.522461
	Iteration 43Q: 3 clusters Score -4893623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4893623.000000 Penalty: 5248.522461
	Iteration 44Q: 3 clusters Score -4893623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4893622.500000 Penalty: 5248.522461
	Iteration 45Q: 3 clusters Score -4893622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4893621.500000 Penalty: 5248.522461
	Iteration 46Q: 3 clusters Score -4893622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4893616.500000 Penalty: 5248.522461
	Iteration 47Q: 3 clusters Score -4893616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4893616.500000 Penalty: 5248.522461
	Iteration 48F: 3 clusters Score -4893616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1167527.625000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1167528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1159690.500000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1159690 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1161995.250000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1161995 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1162408.500000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1162408 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1162785.500000 Penalty: 4590.161133
	Iteration 3F: 3 clusters Score -1162786 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1163100.250000 Penalty: 4590.161133
	Iteration 4F: 3 clusters Score -1163100 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1163409.875000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1163410 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1163741.500000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1163742 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1164056.750000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1164057 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1164324.250000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1164324 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1164540.500000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1164540 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1164739.125000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1164739 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1164889.000000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1164889 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1165010.750000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1165011 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1165125.875000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1165126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1165239.000000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1165239 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1165334.375000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1165334 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1165411.125000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1165411 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1165466.875000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1165467 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1165517.625000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1165518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1165552.125000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1165552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1165582.375000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1165582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1165607.000000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1165607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1165630.250000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1165630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1165657.000000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1165657 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1165685.625000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1165686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1165719.000000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1165719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1165745.750000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1165746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1165768.500000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1165768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1165793.000000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1165793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1165820.625000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1165821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1165841.500000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1165842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1165864.000000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1165864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1165881.125000 Penalty: 4590.161133
	Iteration 32Q: 3 clusters Score -1165881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1165894.000000 Penalty: 4590.161133
	Iteration 33Q: 3 clusters Score -1165894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1165904.000000 Penalty: 4590.161133
	Iteration 34Q: 3 clusters Score -1165904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1165917.875000 Penalty: 4590.161133
	Iteration 35Q: 3 clusters Score -1165918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1165928.500000 Penalty: 4590.161133
	Iteration 36Q: 3 clusters Score -1165928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1165944.000000 Penalty: 4590.161133
	Iteration 37Q: 3 clusters Score -1165944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1165959.500000 Penalty: 4590.161133
	Iteration 38Q: 3 clusters Score -1165960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1165967.625000 Penalty: 4590.161133
	Iteration 39Q: 3 clusters Score -1165968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1165972.750000 Penalty: 4590.161133
	Iteration 40F: 3 clusters Score -1165973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1165979.125000 Penalty: 4590.161133
	Iteration 41Q: 3 clusters Score -1165979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1165982.125000 Penalty: 4590.161133
	Iteration 42Q: 3 clusters Score -1165982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1165985.750000 Penalty: 4590.161133
	Iteration 43Q: 3 clusters Score -1165986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1165994.500000 Penalty: 4590.161133
	Iteration 44Q: 3 clusters Score -1165994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1165997.625000 Penalty: 4590.161133
	Iteration 45Q: 3 clusters Score -1165998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1166003.000000 Penalty: 4590.161133
	Iteration 46Q: 3 clusters Score -1166003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1166008.750000 Penalty: 4590.161133
	Iteration 47Q: 3 clusters Score -1166009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1166008.750000 Penalty: 4590.161133
	Iteration 48Q: 3 clusters Score -1166009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1166017.500000 Penalty: 4590.161133
	Iteration 49Q: 3 clusters Score -1166018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1166022.875000 Penalty: 4590.161133
	Iteration 50Q: 3 clusters Score -1166023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1166026.500000 Penalty: 4590.161133
	Iteration 51Q: 3 clusters Score -1166026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1166029.500000 Penalty: 4590.161133
	Iteration 52Q: 3 clusters Score -1166030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1166030.500000 Penalty: 4590.161133
	Iteration 53Q: 3 clusters Score -1166030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1166032.250000 Penalty: 4590.161133
	Iteration 54Q: 3 clusters Score -1166032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1166035.500000 Penalty: 4590.161133
	Iteration 55Q: 3 clusters Score -1166036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1166033.750000 Penalty: 4590.161133
	Iteration 56Q: 3 clusters Score -1166034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1166034.625000 Penalty: 4590.161133
	Iteration 57Q: 3 clusters Score -1166035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1166040.875000 Penalty: 4590.161133
	Iteration 58Q: 3 clusters Score -1166041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1166042.500000 Penalty: 4590.161133
	Iteration 59Q: 3 clusters Score -1166042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1166043.125000 Penalty: 4590.161133
	Iteration 60F: 3 clusters Score -1166043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1166044.250000 Penalty: 4590.161133
	Iteration 61Q: 3 clusters Score -1166044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1166043.875000 Penalty: 4590.161133
	Iteration 62Q: 3 clusters Score -1166044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1166043.500000 Penalty: 4590.161133
	Iteration 63Q: 3 clusters Score -1166044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1166043.625000 Penalty: 4590.161133
	Iteration 64Q: 3 clusters Score -1166044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1166044.875000 Penalty: 4590.161133
	Iteration 65Q: 3 clusters Score -1166045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1166045.875000 Penalty: 4590.161133
	Iteration 66Q: 3 clusters Score -1166046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1166045.250000 Penalty: 4590.161133
	Iteration 67Q: 3 clusters Score -1166045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1166045.250000 Penalty: 4590.161133
	Iteration 68F: 3 clusters Score -1166045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -141584.265625 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -141584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139512.328125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -139512.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139846.812500 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -139846.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139949.750000 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -139949.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140008.843750 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -140008.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140043.828125 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -140043.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140072.156250 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -140072.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -140093.578125 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -140093.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140111.781250 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -140111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140120.796875 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -140120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -140127.703125 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -140127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140136.937500 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -140136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140145.937500 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -140145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140154.625000 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -140154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -140160.343750 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -140160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -140164.484375 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -140164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -140170.781250 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -140170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140182.812500 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -140182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140186.828125 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -140186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140186.828125 Penalty: 3500.290283
	Iteration 18F: 3 clusters Score -140186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (108361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Entering Unmasked Estep 
Score: -13625198.000000 Penalty: 2875.119385
	Iteration 0F: 2 clusters Score -1.36252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -13552648.000000 Penalty: 5750.238770
	Iteration 0F: 3 clusters Score -1.355265e+07 nChanged 51306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -13582296.000000 Penalty: 5750.238770
	Iteration 1F: 3 clusters Score -1.35823e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -13583291.000000 Penalty: 5750.238770
	Iteration 2Q: 3 clusters Score -1.358329e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -13584640.000000 Penalty: 5750.238770
	Iteration 3Q: 3 clusters Score -1.358464e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -13586714.000000 Penalty: 5750.238770
	Iteration 4Q: 3 clusters Score -1.358671e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -13590119.000000 Penalty: 5750.238770
	Iteration 5F: 3 clusters Score -1.359012e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13595301.000000 Penalty: 5750.238770
	Iteration 6F: 3 clusters Score -1.35953e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -13601906.000000 Penalty: 5750.238770
	Iteration 7F: 3 clusters Score -1.360191e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -13608908.000000 Penalty: 5750.238770
	Iteration 8F: 3 clusters Score -1.360891e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -13614387.000000 Penalty: 5750.238770
	Iteration 9Q: 3 clusters Score -1.361439e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -13617815.000000 Penalty: 5750.238770
	Iteration 10Q: 3 clusters Score -1.361782e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -13619247.000000 Penalty: 5750.238770
	Iteration 11Q: 3 clusters Score -1.361925e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -13619877.000000 Penalty: 5750.238770
	Iteration 12Q: 3 clusters Score -1.361988e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -13620336.000000 Penalty: 5750.238770
	Iteration 13Q: 3 clusters Score -1.362034e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -13620710.000000 Penalty: 5750.238770
	Iteration 14Q: 3 clusters Score -1.362071e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -13620964.000000 Penalty: 5750.238770
	Iteration 15Q: 3 clusters Score -1.362096e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100557 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -13621165.000000 Penalty: 5750.238770
	Iteration 16Q: 3 clusters Score -1.362116e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -13621372.000000 Penalty: 5750.238770
	Iteration 17Q: 3 clusters Score -1.362137e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -13621524.000000 Penalty: 5750.238770
	Iteration 18Q: 3 clusters Score -1.362152e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -13621620.000000 Penalty: 5750.238770
	Iteration 19Q: 3 clusters Score -1.362162e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -13621803.000000 Penalty: 5750.238770
	Iteration 20F: 3 clusters Score -1.36218e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -13621905.000000 Penalty: 5750.238770
	Iteration 21Q: 3 clusters Score -1.36219e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -13622000.000000 Penalty: 5750.238770
	Iteration 22Q: 3 clusters Score -1.3622e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -13622053.000000 Penalty: 5750.238770
	Iteration 23Q: 3 clusters Score -1.362205e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -13622103.000000 Penalty: 5750.238770
	Iteration 24Q: 3 clusters Score -1.36221e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -13622189.000000 Penalty: 5750.238770
	Iteration 25Q: 3 clusters Score -1.362219e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -13622263.000000 Penalty: 5750.238770
	Iteration 26Q: 3 clusters Score -1.362226e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -13622329.000000 Penalty: 5750.238770
	Iteration 27Q: 3 clusters Score -1.362233e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -13622362.000000 Penalty: 5750.238770
	Iteration 28Q: 3 clusters Score -1.362236e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13622392.000000 Penalty: 5750.238770
	Iteration 29Q: 3 clusters Score -1.362239e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -13622425.000000 Penalty: 5750.238770
	Iteration 30Q: 3 clusters Score -1.362242e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13622474.000000 Penalty: 5750.238770
	Iteration 31Q: 3 clusters Score -1.362247e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -13622523.000000 Penalty: 5750.238770
	Iteration 32Q: 3 clusters Score -1.362252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -13622556.000000 Penalty: 5750.238770
	Iteration 33Q: 3 clusters Score -1.362256e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -13622560.000000 Penalty: 5750.238770
	Iteration 34Q: 3 clusters Score -1.362256e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13622575.000000 Penalty: 5750.238770
	Iteration 35Q: 3 clusters Score -1.362258e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13622623.000000 Penalty: 5750.238770
	Iteration 36Q: 3 clusters Score -1.362262e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -13622644.000000 Penalty: 5750.238770
	Iteration 37Q: 3 clusters Score -1.362264e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -13622670.000000 Penalty: 5750.238770
	Iteration 38Q: 3 clusters Score -1.362267e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -13622681.000000 Penalty: 5750.238770
	Iteration 39Q: 3 clusters Score -1.362268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13622704.000000 Penalty: 5750.238770
	Iteration 40F: 3 clusters Score -1.36227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13622718.000000 Penalty: 5750.238770
	Iteration 41Q: 3 clusters Score -1.362272e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13622733.000000 Penalty: 5750.238770
	Iteration 42Q: 3 clusters Score -1.362273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13622736.000000 Penalty: 5750.238770
	Iteration 43Q: 3 clusters Score -1.362274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -13622741.000000 Penalty: 5750.238770
	Iteration 44Q: 3 clusters Score -1.362274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13622767.000000 Penalty: 5750.238770
	Iteration 45Q: 3 clusters Score -1.362277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -13622761.000000 Penalty: 5750.238770
	Iteration 46Q: 3 clusters Score -1.362276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -13622774.000000 Penalty: 5750.238770
	Iteration 47Q: 3 clusters Score -1.362277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -13622772.000000 Penalty: 5750.238770
	Iteration 48Q: 3 clusters Score -1.362277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13622769.000000 Penalty: 5750.238770
	Iteration 49Q: 3 clusters Score -1.362277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13622791.000000 Penalty: 5750.238770
	Iteration 50Q: 3 clusters Score -1.362279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13622793.000000 Penalty: 5750.238770
	Iteration 51Q: 3 clusters Score -1.362279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13622782.000000 Penalty: 5750.238770
	Iteration 52Q: 3 clusters Score -1.362278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -13622787.000000 Penalty: 5750.238770
	Iteration 53Q: 3 clusters Score -1.362279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13622795.000000 Penalty: 5750.238770
	Iteration 54Q: 3 clusters Score -1.36228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -13622796.000000 Penalty: 5750.238770
	Iteration 55Q: 3 clusters Score -1.36228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -13622830.000000 Penalty: 5750.238770
	Iteration 56Q: 3 clusters Score -1.362283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -13622844.000000 Penalty: 5750.238770
	Iteration 57Q: 3 clusters Score -1.362284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13622828.000000 Penalty: 5750.238770
	Iteration 58Q: 3 clusters Score -1.362283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13622836.000000 Penalty: 5750.238770
	Iteration 59Q: 3 clusters Score -1.362284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -13622843.000000 Penalty: 5750.238770
	Iteration 60F: 3 clusters Score -1.362284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13622840.000000 Penalty: 5750.238770
	Iteration 61Q: 3 clusters Score -1.362284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -13622845.000000 Penalty: 5750.238770
	Iteration 62Q: 3 clusters Score -1.362284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13622851.000000 Penalty: 5750.238770
	Iteration 63Q: 3 clusters Score -1.362285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -13622855.000000 Penalty: 5750.238770
	Iteration 64Q: 3 clusters Score -1.362286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13622860.000000 Penalty: 5750.238770
	Iteration 65Q: 3 clusters Score -1.362286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13622885.000000 Penalty: 5750.238770
	Iteration 66Q: 3 clusters Score -1.362288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13622877.000000 Penalty: 5750.238770
	Iteration 67Q: 3 clusters Score -1.362288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13622889.000000 Penalty: 5750.238770
	Iteration 68Q: 3 clusters Score -1.362289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13622903.000000 Penalty: 5750.238770
	Iteration 69Q: 3 clusters Score -1.36229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -13622908.000000 Penalty: 5750.238770
	Iteration 70Q: 3 clusters Score -1.362291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13622915.000000 Penalty: 5750.238770
	Iteration 71Q: 3 clusters Score -1.362292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13622921.000000 Penalty: 5750.238770
	Iteration 72Q: 3 clusters Score -1.362292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13622918.000000 Penalty: 5750.238770
	Iteration 73Q: 3 clusters Score -1.362292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13622914.000000 Penalty: 5750.238770
	Iteration 74Q: 3 clusters Score -1.362291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13622911.000000 Penalty: 5750.238770
	Iteration 75Q: 3 clusters Score -1.362291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13622920.000000 Penalty: 5750.238770
	Iteration 76Q: 3 clusters Score -1.362292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13622932.000000 Penalty: 5750.238770
	Iteration 77Q: 3 clusters Score -1.362293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13622935.000000 Penalty: 5750.238770
	Iteration 78Q: 3 clusters Score -1.362294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13622939.000000 Penalty: 5750.238770
	Iteration 79Q: 3 clusters Score -1.362294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13622930.000000 Penalty: 5750.238770
	Iteration 80F: 3 clusters Score -1.362293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13622936.000000 Penalty: 5750.238770
	Iteration 81Q: 3 clusters Score -1.362294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13622937.000000 Penalty: 5750.238770
	Iteration 82Q: 3 clusters Score -1.362294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13622923.000000 Penalty: 5750.238770
	Iteration 83Q: 3 clusters Score -1.362292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13622936.000000 Penalty: 5750.238770
	Iteration 84Q: 3 clusters Score -1.362294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13622938.000000 Penalty: 5750.238770
	Iteration 85Q: 3 clusters Score -1.362294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13622951.000000 Penalty: 5750.238770
	Iteration 86Q: 3 clusters Score -1.362295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13622977.000000 Penalty: 5750.238770
	Iteration 87Q: 3 clusters Score -1.362298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13622984.000000 Penalty: 5750.238770
	Iteration 88Q: 3 clusters Score -1.362298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13622983.000000 Penalty: 5750.238770
	Iteration 89Q: 3 clusters Score -1.362298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13622995.000000 Penalty: 5750.238770
	Iteration 90Q: 3 clusters Score -1.3623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13622986.000000 Penalty: 5750.238770
	Iteration 91Q: 3 clusters Score -1.362299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13622987.000000 Penalty: 5750.238770
	Iteration 92Q: 3 clusters Score -1.362299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13622984.000000 Penalty: 5750.238770
	Iteration 93Q: 3 clusters Score -1.362298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13622979.000000 Penalty: 5750.238770
	Iteration 94Q: 3 clusters Score -1.362298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13622986.000000 Penalty: 5750.238770
	Iteration 95Q: 3 clusters Score -1.362299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -13622989.000000 Penalty: 5750.238770
	Iteration 96Q: 3 clusters Score -1.362299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13622983.000000 Penalty: 5750.238770
	Iteration 97Q: 3 clusters Score -1.362298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13622977.000000 Penalty: 5750.238770
	Iteration 98Q: 3 clusters Score -1.362298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13622981.000000 Penalty: 5750.238770
	Iteration 99Q: 3 clusters Score -1.362298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13622976.000000 Penalty: 5750.238770
	Iteration 100F: 3 clusters Score -1.362298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13622974.000000 Penalty: 5750.238770
	Iteration 101Q: 3 clusters Score -1.362297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13622968.000000 Penalty: 5750.238770
	Iteration 102Q: 3 clusters Score -1.362297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13622980.000000 Penalty: 5750.238770
	Iteration 103Q: 3 clusters Score -1.362298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13622986.000000 Penalty: 5750.238770
	Iteration 104Q: 3 clusters Score -1.362299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13622982.000000 Penalty: 5750.238770
	Iteration 105Q: 3 clusters Score -1.362298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13622975.000000 Penalty: 5750.238770
	Iteration 106Q: 3 clusters Score -1.362298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13622975.000000 Penalty: 5750.238770
	Iteration 107F: 3 clusters Score -1.362298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1352990.750000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1352991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1344677.125000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1344677 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1347155.750000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1347156 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1347621.750000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1347622 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1348064.625000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1348065 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1348495.375000 Penalty: 4608.243652
	Iteration 4F: 3 clusters Score -1348495 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1348973.125000 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -1348973 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1349487.875000 Penalty: 4608.243652
	Iteration 6F: 3 clusters Score -1349488 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1349945.625000 Penalty: 4608.243652
	Iteration 7F: 3 clusters Score -1349946 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1350294.875000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1350295 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1350525.750000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1350526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1350681.750000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1350682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1350789.000000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1350789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1350855.500000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1350856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1350905.625000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1350906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1350940.875000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1350941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1350977.625000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1350978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1351008.875000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1351009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1351028.875000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1351029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1351037.375000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1351037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1351039.625000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1351040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1351043.750000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1351044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1351048.250000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1351048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1351047.750000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1351048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1351051.875000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1351052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1351052.875000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1351053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1351056.000000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1351056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1351063.000000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1351063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1351067.250000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1351067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1351068.750000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -1351069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1351070.375000 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -1351070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1351070.375000 Penalty: 4608.243652
	Iteration 30F: 3 clusters Score -1351070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -44010.109375 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44010.11 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 176 members 
Entering Unmasked Estep 
Score: -42831.238281 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42831.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43236.066406 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43236.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43374.023438 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43374.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43406.839844 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -43406.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43417.605469 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43417.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43447.632812 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43447.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43471.207031 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43471.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43473.816406 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -43473.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43487.011719 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -43487.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43489.187500 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -43489.19 nChanged 2
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: -43490.816406 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -43490.82 nChanged 0
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: -43490.816406 Penalty: 2930.409180
	Iteration 11F: 3 clusters Score -43490.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1692702.375000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1692702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1682669.500000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1682670 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1685944.750000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1685945 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1686408.750000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1686409 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1686806.875000 Penalty: 4723.750488
	Iteration 3F: 3 clusters Score -1686807 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1687175.125000 Penalty: 4723.750488
	Iteration 4F: 3 clusters Score -1687175 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1687538.000000 Penalty: 4723.750488
	Iteration 5Q: 3 clusters Score -1687538 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1687900.500000 Penalty: 4723.750488
	Iteration 6Q: 3 clusters Score -1687900 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1688289.625000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1688290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1688719.000000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1688719 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1689112.750000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1689113 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1689471.750000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1689472 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1689730.375000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1689730 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1689956.125000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1689956 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1690134.625000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1690135 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1690305.625000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1690306 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1690443.375000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1690443 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1690543.125000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1690543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1690612.750000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1690613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1690683.250000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1690683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1690738.500000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1690738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1690789.125000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1690789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1690840.125000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1690840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1690897.500000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1690898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1690953.625000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1690954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1691004.750000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1691005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1691043.875000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1691044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1691089.500000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1691090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1691129.625000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1691130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1691170.500000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1691170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1691219.000000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1691219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1691265.125000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1691265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1691316.625000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1691317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1691362.000000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1691362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1691396.000000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1691396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1691419.750000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1691420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1691448.250000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1691448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1691479.375000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1691479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1691503.875000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1691504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1691530.500000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1691530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1691542.250000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1691542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1691553.000000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1691553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1691567.000000 Penalty: 4723.750488
	Iteration 41Q: 3 clusters Score -1691567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1691577.500000 Penalty: 4723.750488
	Iteration 42Q: 3 clusters Score -1691578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1691581.500000 Penalty: 4723.750488
	Iteration 43Q: 3 clusters Score -1691582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1691581.875000 Penalty: 4723.750488
	Iteration 44Q: 3 clusters Score -1691582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1691589.750000 Penalty: 4723.750488
	Iteration 45Q: 3 clusters Score -1691590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1691587.750000 Penalty: 4723.750488
	Iteration 46Q: 3 clusters Score -1691588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1691594.375000 Penalty: 4723.750488
	Iteration 47Q: 3 clusters Score -1691594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1691595.125000 Penalty: 4723.750488
	Iteration 48Q: 3 clusters Score -1691595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1691597.250000 Penalty: 4723.750488
	Iteration 49Q: 3 clusters Score -1691597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1691597.000000 Penalty: 4723.750488
	Iteration 50Q: 3 clusters Score -1691597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1691596.750000 Penalty: 4723.750488
	Iteration 51Q: 3 clusters Score -1691597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1691595.000000 Penalty: 4723.750488
	Iteration 52Q: 3 clusters Score -1691595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1691595.000000 Penalty: 4723.750488
	Iteration 53F: 3 clusters Score -1691595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -179483.453125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -179483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -177450.906250 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -177450.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177881.437500 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -177881.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -178196.671875 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -178196.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -178507.906250 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -178507.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -178638.781250 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -178638.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -178694.906250 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -178694.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -178728.703125 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -178728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -178751.796875 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -178751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -178761.718750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -178761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -178775.890625 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -178775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -178786.718750 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -178786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -178789.875000 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -178789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -178791.859375 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -178791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -178796.750000 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -178796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -178800.109375 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -178800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -178812.562500 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -178812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -178818.734375 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -178818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -178823.109375 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -178823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -178832.062500 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -178832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -178839.328125 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -178839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -178846.078125 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -178846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -178854.937500 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -178854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -178860.312500 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -178860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -178870.000000 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -178870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -178881.234375 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -178881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -178892.453125 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -178892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -178911.328125 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -178911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -178921.343750 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -178921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -178938.109375 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -178938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -178942.640625 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -178942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -178946.375000 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -178946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -178949.296875 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -178949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -178950.500000 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -178950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -178952.812500 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -178952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -178952.812500 Penalty: 3477.114746
	Iteration 34F: 3 clusters Score -178952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Entering Unmasked Estep 
Score: -1446164.750000 Penalty: 2321.826172
	Iteration 0F: 2 clusters Score -1446165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1437528.375000 Penalty: 4643.652344
	Iteration 0F: 3 clusters Score -1437528 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1440219.500000 Penalty: 4643.652344
	Iteration 1F: 3 clusters Score -1440220 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1440609.500000 Penalty: 4643.652344
	Iteration 2F: 3 clusters Score -1440610 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1441006.250000 Penalty: 4643.652344
	Iteration 3F: 3 clusters Score -1441006 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1441396.125000 Penalty: 4643.652344
	Iteration 4F: 3 clusters Score -1441396 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1441776.500000 Penalty: 4643.652344
	Iteration 5F: 3 clusters Score -1441776 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1442144.375000 Penalty: 4643.652344
	Iteration 6Q: 3 clusters Score -1442144 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1442450.625000 Penalty: 4643.652344
	Iteration 7Q: 3 clusters Score -1442451 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1442710.750000 Penalty: 4643.652344
	Iteration 8Q: 3 clusters Score -1442711 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1442952.875000 Penalty: 4643.652344
	Iteration 9Q: 3 clusters Score -1442953 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1443172.500000 Penalty: 4643.652344
	Iteration 10Q: 3 clusters Score -1443172 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1443353.250000 Penalty: 4643.652344
	Iteration 11Q: 3 clusters Score -1443353 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1443476.625000 Penalty: 4643.652344
	Iteration 12Q: 3 clusters Score -1443477 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1443571.500000 Penalty: 4643.652344
	Iteration 13Q: 3 clusters Score -1443572 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1443636.750000 Penalty: 4643.652344
	Iteration 14Q: 3 clusters Score -1443637 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1443696.000000 Penalty: 4643.652344
	Iteration 15Q: 3 clusters Score -1443696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1443743.250000 Penalty: 4643.652344
	Iteration 16Q: 3 clusters Score -1443743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1443773.750000 Penalty: 4643.652344
	Iteration 17Q: 3 clusters Score -1443774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1443811.375000 Penalty: 4643.652344
	Iteration 18Q: 3 clusters Score -1443811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1443841.875000 Penalty: 4643.652344
	Iteration 19Q: 3 clusters Score -1443842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1443867.875000 Penalty: 4643.652344
	Iteration 20F: 3 clusters Score -1443868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1443894.625000 Penalty: 4643.652344
	Iteration 21Q: 3 clusters Score -1443895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1443927.625000 Penalty: 4643.652344
	Iteration 22Q: 3 clusters Score -1443928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1443956.625000 Penalty: 4643.652344
	Iteration 23Q: 3 clusters Score -1443957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1443978.375000 Penalty: 4643.652344
	Iteration 24Q: 3 clusters Score -1443978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1444002.750000 Penalty: 4643.652344
	Iteration 25Q: 3 clusters Score -1444003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1444029.875000 Penalty: 4643.652344
	Iteration 26Q: 3 clusters Score -1444030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1444063.750000 Penalty: 4643.652344
	Iteration 27Q: 3 clusters Score -1444064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1444091.875000 Penalty: 4643.652344
	Iteration 28Q: 3 clusters Score -1444092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1444126.875000 Penalty: 4643.652344
	Iteration 29Q: 3 clusters Score -1444127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1444150.250000 Penalty: 4643.652344
	Iteration 30Q: 3 clusters Score -1444150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1444174.625000 Penalty: 4643.652344
	Iteration 31Q: 3 clusters Score -1444175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1444195.750000 Penalty: 4643.652344
	Iteration 32Q: 3 clusters Score -1444196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1444220.000000 Penalty: 4643.652344
	Iteration 33Q: 3 clusters Score -1444220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1444238.750000 Penalty: 4643.652344
	Iteration 34Q: 3 clusters Score -1444239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1444257.250000 Penalty: 4643.652344
	Iteration 35Q: 3 clusters Score -1444257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1444275.250000 Penalty: 4643.652344
	Iteration 36Q: 3 clusters Score -1444275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1444292.625000 Penalty: 4643.652344
	Iteration 37Q: 3 clusters Score -1444293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1444314.875000 Penalty: 4643.652344
	Iteration 38Q: 3 clusters Score -1444315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1444326.375000 Penalty: 4643.652344
	Iteration 39Q: 3 clusters Score -1444326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1444340.250000 Penalty: 4643.652344
	Iteration 40F: 3 clusters Score -1444340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1444346.750000 Penalty: 4643.652344
	Iteration 41Q: 3 clusters Score -1444347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1444361.625000 Penalty: 4643.652344
	Iteration 42Q: 3 clusters Score -1444362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1444375.875000 Penalty: 4643.652344
	Iteration 43Q: 3 clusters Score -1444376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1444387.000000 Penalty: 4643.652344
	Iteration 44Q: 3 clusters Score -1444387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1444402.500000 Penalty: 4643.652344
	Iteration 45Q: 3 clusters Score -1444402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1444426.750000 Penalty: 4643.652344
	Iteration 46Q: 3 clusters Score -1444427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1444448.625000 Penalty: 4643.652344
	Iteration 47Q: 3 clusters Score -1444449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1444463.625000 Penalty: 4643.652344
	Iteration 48Q: 3 clusters Score -1444464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1444486.500000 Penalty: 4643.652344
	Iteration 49Q: 3 clusters Score -1444486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1444493.625000 Penalty: 4643.652344
	Iteration 50Q: 3 clusters Score -1444494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1444498.750000 Penalty: 4643.652344
	Iteration 51Q: 3 clusters Score -1444499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1444503.500000 Penalty: 4643.652344
	Iteration 52Q: 3 clusters Score -1444504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1444510.875000 Penalty: 4643.652344
	Iteration 53Q: 3 clusters Score -1444511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1444516.875000 Penalty: 4643.652344
	Iteration 54Q: 3 clusters Score -1444517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1444518.875000 Penalty: 4643.652344
	Iteration 55Q: 3 clusters Score -1444519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1444525.750000 Penalty: 4643.652344
	Iteration 56Q: 3 clusters Score -1444526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1444532.625000 Penalty: 4643.652344
	Iteration 57Q: 3 clusters Score -1444533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1444537.750000 Penalty: 4643.652344
	Iteration 58Q: 3 clusters Score -1444538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1444542.625000 Penalty: 4643.652344
	Iteration 59Q: 3 clusters Score -1444543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1444548.750000 Penalty: 4643.652344
	Iteration 60F: 3 clusters Score -1444549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1444554.000000 Penalty: 4643.652344
	Iteration 61Q: 3 clusters Score -1444554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1444553.625000 Penalty: 4643.652344
	Iteration 62Q: 3 clusters Score -1444554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1444558.125000 Penalty: 4643.652344
	Iteration 63Q: 3 clusters Score -1444558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1444565.250000 Penalty: 4643.652344
	Iteration 64Q: 3 clusters Score -1444565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1444567.500000 Penalty: 4643.652344
	Iteration 65Q: 3 clusters Score -1444568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1444567.125000 Penalty: 4643.652344
	Iteration 66Q: 3 clusters Score -1444567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1444571.875000 Penalty: 4643.652344
	Iteration 67Q: 3 clusters Score -1444572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1444572.000000 Penalty: 4643.652344
	Iteration 68Q: 3 clusters Score -1444572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1444575.500000 Penalty: 4643.652344
	Iteration 69Q: 3 clusters Score -1444576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1444577.875000 Penalty: 4643.652344
	Iteration 70Q: 3 clusters Score -1444578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1444581.000000 Penalty: 4643.652344
	Iteration 71Q: 3 clusters Score -1444581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1444583.500000 Penalty: 4643.652344
	Iteration 72Q: 3 clusters Score -1444584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1444585.750000 Penalty: 4643.652344
	Iteration 73Q: 3 clusters Score -1444586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1444583.750000 Penalty: 4643.652344
	Iteration 74Q: 3 clusters Score -1444584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1444591.875000 Penalty: 4643.652344
	Iteration 75Q: 3 clusters Score -1444592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1444595.375000 Penalty: 4643.652344
	Iteration 76Q: 3 clusters Score -1444595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1444595.500000 Penalty: 4643.652344
	Iteration 77Q: 3 clusters Score -1444596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1444594.750000 Penalty: 4643.652344
	Iteration 78Q: 3 clusters Score -1444595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1444593.375000 Penalty: 4643.652344
	Iteration 79Q: 3 clusters Score -1444593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1444593.375000 Penalty: 4643.652344
	Iteration 80F: 3 clusters Score -1444593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1444594.375000 Penalty: 4643.652344
	Iteration 81Q: 3 clusters Score -1444594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1444593.750000 Penalty: 4643.652344
	Iteration 82Q: 3 clusters Score -1444594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1444596.250000 Penalty: 4643.652344
	Iteration 83Q: 3 clusters Score -1444596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1444598.125000 Penalty: 4643.652344
	Iteration 84Q: 3 clusters Score -1444598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1444600.000000 Penalty: 4643.652344
	Iteration 85Q: 3 clusters Score -1444600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1444600.750000 Penalty: 4643.652344
	Iteration 86Q: 3 clusters Score -1444601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1444599.375000 Penalty: 4643.652344
	Iteration 87Q: 3 clusters Score -1444599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1444599.375000 Penalty: 4643.652344
	Iteration 88F: 3 clusters Score -1444599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -275238.125000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -275238.1 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: -272361.875000 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -272361.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273009.906250 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -273009.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273180.625000 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -273180.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -273276.468750 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -273276.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -273338.000000 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -273338 nChanged 63
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: -273376.843750 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -273376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -273405.343750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -273405.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -273425.312500 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -273425.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -273441.937500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -273441.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -273466.656250 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -273466.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -273490.687500 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -273490.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -273525.250000 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -273525.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -273554.812500 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -273554.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -273587.718750 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -273587.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -273627.593750 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -273627.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -273654.843750 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -273654.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -273668.875000 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -273668.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -273680.937500 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -273680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -273694.250000 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -273694.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -273702.750000 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -273702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -273712.375000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -273712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -273722.125000 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -273722.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -273731.250000 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -273731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -273738.156250 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -273738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -273744.250000 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -273744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -273747.593750 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -273747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273755.687500 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -273755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -273763.218750 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -273763.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -273770.125000 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -273770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -273780.343750 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -273780.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -273790.343750 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -273790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -273799.656250 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -273799.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -273810.968750 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -273811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -273821.125000 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -273821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -273839.875000 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -273839.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -273856.750000 Penalty: 3879.932617
	Iteration 35Q: 3 clusters Score -273856.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273871.406250 Penalty: 3879.932617
	Iteration 36Q: 3 clusters Score -273871.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -273879.531250 Penalty: 3879.932617
	Iteration 37Q: 3 clusters Score -273879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -273885.937500 Penalty: 3879.932617
	Iteration 38Q: 3 clusters Score -273885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -273893.781250 Penalty: 3879.932617
	Iteration 39Q: 3 clusters Score -273893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -273904.093750 Penalty: 3879.932617
	Iteration 40F: 3 clusters Score -273904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -273915.875000 Penalty: 3879.932617
	Iteration 41Q: 3 clusters Score -273915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -273922.656250 Penalty: 3879.932617
	Iteration 42Q: 3 clusters Score -273922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -273930.593750 Penalty: 3879.932617
	Iteration 43Q: 3 clusters Score -273930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -273936.062500 Penalty: 3879.932617
	Iteration 44Q: 3 clusters Score -273936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -273940.343750 Penalty: 3879.932617
	Iteration 45Q: 3 clusters Score -273940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -273942.187500 Penalty: 3879.932617
	Iteration 46Q: 3 clusters Score -273942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -273942.687500 Penalty: 3879.932617
	Iteration 47Q: 3 clusters Score -273942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -273942.781250 Penalty: 3879.932617
	Iteration 48Q: 3 clusters Score -273942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -273942.781250 Penalty: 3879.932617
	Iteration 49F: 3 clusters Score -273942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -525661.500000 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -525661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -522345.343750 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -522345.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -523317.187500 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -523317.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -523685.375000 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -523685.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -523921.000000 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -523921 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -524115.937500 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -524115.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -524270.187500 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -524270.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -524419.500000 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -524419.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -524530.750000 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -524530.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -524617.000000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -524617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -524690.062500 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -524690.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -524749.125000 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -524749.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -524795.875000 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -524795.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -524826.375000 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -524826.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -524843.500000 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -524843.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -524857.062500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -524857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -524863.750000 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -524863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -524868.125000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -524868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -524870.812500 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -524870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -524875.125000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -524875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -524877.125000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -524877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -524879.312500 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -524879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -524879.875000 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -524879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -524881.625000 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -524881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -524883.437500 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -524883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -524884.250000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -524884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -524884.250000 Penalty: 4006.567871
	Iteration 25F: 3 clusters Score -524884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119331.390625 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119331.4 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 475 members 
Entering Unmasked Estep 
Score: -117380.859375 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117380.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117636.101562 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117636.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117722.312500 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117753.671875 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117772.742188 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117772.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117793.085938 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117805.945312 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117818.281250 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117830.367188 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117835.093750 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117837.273438 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -117837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117840.140625 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -117840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117842.375000 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -117842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117847.859375 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -117847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117850.984375 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -117851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117853.156250 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -117853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117855.000000 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -117855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117855.000000 Penalty: 3419.756348
	Iteration 17F: 3 clusters Score -117855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -399309.718750 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -399309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -395816.625000 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -395816.6 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -396500.875000 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -396500.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -396658.812500 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -396658.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396763.343750 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -396763.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396837.687500 Penalty: 4019.032959
	Iteration 4Q: 3 clusters Score -396837.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396881.343750 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -396881.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -396912.625000 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -396912.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396933.343750 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -396933.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -396954.093750 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -396954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -396965.281250 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -396965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -396972.687500 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -396972.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -396980.093750 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -396980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -396986.062500 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -396986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -396991.406250 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -396991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -396996.218750 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -396996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397001.906250 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -397001.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -397007.062500 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -397007.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -397014.250000 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -397014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -397019.312500 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -397019.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -397023.343750 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -397023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397026.468750 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -397026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -397030.406250 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -397030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -397033.406250 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -397033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -397039.031250 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -397039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -397041.906250 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -397041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -397045.187500 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -397045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -397049.250000 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -397049.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -397052.781250 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -397052.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -397058.687500 Penalty: 4019.032959
	Iteration 28Q: 3 clusters Score -397058.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -397063.531250 Penalty: 4019.032959
	Iteration 29Q: 3 clusters Score -397063.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -397070.281250 Penalty: 4019.032959
	Iteration 30Q: 3 clusters Score -397070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -397080.093750 Penalty: 4019.032959
	Iteration 31Q: 3 clusters Score -397080.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -397091.062500 Penalty: 4019.032959
	Iteration 32Q: 3 clusters Score -397091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -397103.187500 Penalty: 4019.032959
	Iteration 33Q: 3 clusters Score -397103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -397115.937500 Penalty: 4019.032959
	Iteration 34Q: 3 clusters Score -397115.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -397131.562500 Penalty: 4019.032959
	Iteration 35Q: 3 clusters Score -397131.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -397155.000000 Penalty: 4019.032959
	Iteration 36Q: 3 clusters Score -397155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -397180.031250 Penalty: 4019.032959
	Iteration 37Q: 3 clusters Score -397180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -397212.031250 Penalty: 4019.032959
	Iteration 38Q: 3 clusters Score -397212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -397240.656250 Penalty: 4019.032959
	Iteration 39Q: 3 clusters Score -397240.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -397268.250000 Penalty: 4019.032959
	Iteration 40F: 3 clusters Score -397268.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -397302.218750 Penalty: 4019.032959
	Iteration 41Q: 3 clusters Score -397302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -397335.625000 Penalty: 4019.032959
	Iteration 42Q: 3 clusters Score -397335.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -397373.562500 Penalty: 4019.032959
	Iteration 43Q: 3 clusters Score -397373.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -397408.593750 Penalty: 4019.032959
	Iteration 44Q: 3 clusters Score -397408.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -397445.625000 Penalty: 4019.032959
	Iteration 45Q: 3 clusters Score -397445.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -397488.812500 Penalty: 4019.032959
	Iteration 46Q: 3 clusters Score -397488.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -397521.843750 Penalty: 4019.032959
	Iteration 47Q: 3 clusters Score -397521.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -397554.875000 Penalty: 4019.032959
	Iteration 48Q: 3 clusters Score -397554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -397587.406250 Penalty: 4019.032959
	Iteration 49Q: 3 clusters Score -397587.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -397614.375000 Penalty: 4019.032959
	Iteration 50Q: 3 clusters Score -397614.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -397633.718750 Penalty: 4019.032959
	Iteration 51Q: 3 clusters Score -397633.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -397654.968750 Penalty: 4019.032959
	Iteration 52Q: 3 clusters Score -397655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -397668.062500 Penalty: 4019.032959
	Iteration 53Q: 3 clusters Score -397668.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -397686.750000 Penalty: 4019.032959
	Iteration 54Q: 3 clusters Score -397686.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -397704.968750 Penalty: 4019.032959
	Iteration 55Q: 3 clusters Score -397705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -397716.718750 Penalty: 4019.032959
	Iteration 56Q: 3 clusters Score -397716.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -397727.687500 Penalty: 4019.032959
	Iteration 57Q: 3 clusters Score -397727.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -397737.625000 Penalty: 4019.032959
	Iteration 58Q: 3 clusters Score -397737.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -397749.000000 Penalty: 4019.032959
	Iteration 59Q: 3 clusters Score -397749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -397755.718750 Penalty: 4019.032959
	Iteration 60F: 3 clusters Score -397755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -397759.000000 Penalty: 4019.032959
	Iteration 61Q: 3 clusters Score -397759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -397765.156250 Penalty: 4019.032959
	Iteration 62Q: 3 clusters Score -397765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -397767.343750 Penalty: 4019.032959
	Iteration 63Q: 3 clusters Score -397767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -397769.875000 Penalty: 4019.032959
	Iteration 64Q: 3 clusters Score -397769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -397772.656250 Penalty: 4019.032959
	Iteration 65Q: 3 clusters Score -397772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -397773.312500 Penalty: 4019.032959
	Iteration 66Q: 3 clusters Score -397773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -397773.312500 Penalty: 4019.032959
	Iteration 67F: 3 clusters Score -397773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1231825.375000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -1231825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1223518.875000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -1223519 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1226347.000000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -1226347 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1226957.500000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -1226958 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1227455.250000 Penalty: 4617.312988
	Iteration 3F: 3 clusters Score -1227455 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1227873.375000 Penalty: 4617.312988
	Iteration 4F: 3 clusters Score -1227873 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1228210.375000 Penalty: 4617.312988
	Iteration 5Q: 3 clusters Score -1228210 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1228471.625000 Penalty: 4617.312988
	Iteration 6Q: 3 clusters Score -1228472 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1228673.875000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -1228674 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1228852.125000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -1228852 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1229009.875000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -1229010 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1229134.000000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -1229134 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1229210.500000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -1229210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1229260.375000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -1229260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1229300.250000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -1229300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1229339.500000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -1229340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1229362.625000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -1229363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1229390.375000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -1229390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1229404.125000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -1229404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1229408.875000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -1229409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1229420.000000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -1229420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1229426.875000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -1229427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1229431.875000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -1229432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1229438.125000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -1229438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1229442.000000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -1229442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1229447.750000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -1229448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1229446.125000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -1229446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1229457.000000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -1229457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1229464.375000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -1229464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1229478.250000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -1229478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1229491.000000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -1229491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1229498.750000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -1229499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1229515.000000 Penalty: 4617.312988
	Iteration 31Q: 3 clusters Score -1229515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1229532.375000 Penalty: 4617.312988
	Iteration 32Q: 3 clusters Score -1229532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1229546.000000 Penalty: 4617.312988
	Iteration 33Q: 3 clusters Score -1229546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1229557.750000 Penalty: 4617.312988
	Iteration 34Q: 3 clusters Score -1229558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1229572.375000 Penalty: 4617.312988
	Iteration 35Q: 3 clusters Score -1229572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1229581.500000 Penalty: 4617.312988
	Iteration 36Q: 3 clusters Score -1229582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1229591.625000 Penalty: 4617.312988
	Iteration 37Q: 3 clusters Score -1229592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1229595.125000 Penalty: 4617.312988
	Iteration 38Q: 3 clusters Score -1229595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1229601.250000 Penalty: 4617.312988
	Iteration 39Q: 3 clusters Score -1229601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1229608.500000 Penalty: 4617.312988
	Iteration 40F: 3 clusters Score -1229608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1229620.000000 Penalty: 4617.312988
	Iteration 41Q: 3 clusters Score -1229620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1229629.625000 Penalty: 4617.312988
	Iteration 42Q: 3 clusters Score -1229630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1229641.875000 Penalty: 4617.312988
	Iteration 43Q: 3 clusters Score -1229642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1229652.125000 Penalty: 4617.312988
	Iteration 44Q: 3 clusters Score -1229652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1229658.625000 Penalty: 4617.312988
	Iteration 45Q: 3 clusters Score -1229659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1229667.750000 Penalty: 4617.312988
	Iteration 46Q: 3 clusters Score -1229668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1229669.625000 Penalty: 4617.312988
	Iteration 47Q: 3 clusters Score -1229670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1229676.875000 Penalty: 4617.312988
	Iteration 48Q: 3 clusters Score -1229677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1229683.250000 Penalty: 4617.312988
	Iteration 49Q: 3 clusters Score -1229683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1229696.500000 Penalty: 4617.312988
	Iteration 50Q: 3 clusters Score -1229696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1229704.750000 Penalty: 4617.312988
	Iteration 51Q: 3 clusters Score -1229705 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1229717.875000 Penalty: 4617.312988
	Iteration 52Q: 3 clusters Score -1229718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1229731.000000 Penalty: 4617.312988
	Iteration 53Q: 3 clusters Score -1229731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1229736.375000 Penalty: 4617.312988
	Iteration 54Q: 3 clusters Score -1229736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1229742.500000 Penalty: 4617.312988
	Iteration 55Q: 3 clusters Score -1229742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1229746.625000 Penalty: 4617.312988
	Iteration 56Q: 3 clusters Score -1229747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1229753.750000 Penalty: 4617.312988
	Iteration 57Q: 3 clusters Score -1229754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1229764.875000 Penalty: 4617.312988
	Iteration 58Q: 3 clusters Score -1229765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1229764.500000 Penalty: 4617.312988
	Iteration 59Q: 3 clusters Score -1229764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1229770.625000 Penalty: 4617.312988
	Iteration 60F: 3 clusters Score -1229771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1229771.250000 Penalty: 4617.312988
	Iteration 61Q: 3 clusters Score -1229771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1229776.750000 Penalty: 4617.312988
	Iteration 62Q: 3 clusters Score -1229777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1229778.000000 Penalty: 4617.312988
	Iteration 63Q: 3 clusters Score -1229778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1229781.875000 Penalty: 4617.312988
	Iteration 64Q: 3 clusters Score -1229782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1229785.000000 Penalty: 4617.312988
	Iteration 65Q: 3 clusters Score -1229785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1229791.125000 Penalty: 4617.312988
	Iteration 66Q: 3 clusters Score -1229791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1229792.875000 Penalty: 4617.312988
	Iteration 67Q: 3 clusters Score -1229793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1229797.250000 Penalty: 4617.312988
	Iteration 68Q: 3 clusters Score -1229797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1229796.500000 Penalty: 4617.312988
	Iteration 69Q: 3 clusters Score -1229796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1229804.250000 Penalty: 4617.312988
	Iteration 70Q: 3 clusters Score -1229804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1229806.625000 Penalty: 4617.312988
	Iteration 71Q: 3 clusters Score -1229807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1229810.625000 Penalty: 4617.312988
	Iteration 72Q: 3 clusters Score -1229811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1229810.750000 Penalty: 4617.312988
	Iteration 73Q: 3 clusters Score -1229811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1229816.625000 Penalty: 4617.312988
	Iteration 74Q: 3 clusters Score -1229817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1229817.875000 Penalty: 4617.312988
	Iteration 75Q: 3 clusters Score -1229818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1229825.000000 Penalty: 4617.312988
	Iteration 76Q: 3 clusters Score -1229825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1229825.625000 Penalty: 4617.312988
	Iteration 77Q: 3 clusters Score -1229826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1229830.000000 Penalty: 4617.312988
	Iteration 78Q: 3 clusters Score -1229830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1229827.125000 Penalty: 4617.312988
	Iteration 79Q: 3 clusters Score -1229827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1229830.375000 Penalty: 4617.312988
	Iteration 80F: 3 clusters Score -1229830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1229832.750000 Penalty: 4617.312988
	Iteration 81Q: 3 clusters Score -1229833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1229837.125000 Penalty: 4617.312988
	Iteration 82Q: 3 clusters Score -1229837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1229840.125000 Penalty: 4617.312988
	Iteration 83Q: 3 clusters Score -1229840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1229841.875000 Penalty: 4617.312988
	Iteration 84Q: 3 clusters Score -1229842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1229842.125000 Penalty: 4617.312988
	Iteration 85Q: 3 clusters Score -1229842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1229845.375000 Penalty: 4617.312988
	Iteration 86Q: 3 clusters Score -1229845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1229844.250000 Penalty: 4617.312988
	Iteration 87Q: 3 clusters Score -1229844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1229846.250000 Penalty: 4617.312988
	Iteration 88Q: 3 clusters Score -1229846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1229840.875000 Penalty: 4617.312988
	Iteration 89Q: 3 clusters Score -1229841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1229843.500000 Penalty: 4617.312988
	Iteration 90Q: 3 clusters Score -1229844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1229844.875000 Penalty: 4617.312988
	Iteration 91Q: 3 clusters Score -1229845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1229846.125000 Penalty: 4617.312988
	Iteration 92Q: 3 clusters Score -1229846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1229845.375000 Penalty: 4617.312988
	Iteration 93Q: 3 clusters Score -1229845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1229846.875000 Penalty: 4617.312988
	Iteration 94Q: 3 clusters Score -1229847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1229847.375000 Penalty: 4617.312988
	Iteration 95Q: 3 clusters Score -1229847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1229847.375000 Penalty: 4617.312988
	Iteration 96F: 3 clusters Score -1229847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Entering Unmasked Estep 
Score: -5855356.000000 Penalty: 2685.089111
	Iteration 0F: 2 clusters Score -5855356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -5821248.500000 Penalty: 5370.178223
	Iteration 0F: 3 clusters Score -5821248 nChanged 23329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5834393.000000 Penalty: 5370.178223
	Iteration 1F: 3 clusters Score -5834393 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5835161.500000 Penalty: 5370.178223
	Iteration 2Q: 3 clusters Score -5835162 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -5836076.000000 Penalty: 5370.178223
	Iteration 3Q: 3 clusters Score -5836076 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -5837352.500000 Penalty: 5370.178223
	Iteration 4Q: 3 clusters Score -5837352 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -5839173.000000 Penalty: 5370.178223
	Iteration 5F: 3 clusters Score -5839173 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5841643.500000 Penalty: 5370.178223
	Iteration 6F: 3 clusters Score -5841644 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5844612.000000 Penalty: 5370.178223
	Iteration 7F: 3 clusters Score -5844612 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5847473.000000 Penalty: 5370.178223
	Iteration 8F: 3 clusters Score -5847473 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5849754.000000 Penalty: 5370.178223
	Iteration 9F: 3 clusters Score -5849754 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -5851344.000000 Penalty: 5370.178223
	Iteration 10Q: 3 clusters Score -5851344 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -5852180.500000 Penalty: 5370.178223
	Iteration 11Q: 3 clusters Score -5852180 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -5852594.500000 Penalty: 5370.178223
	Iteration 12Q: 3 clusters Score -5852594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -5852794.000000 Penalty: 5370.178223
	Iteration 13Q: 3 clusters Score -5852794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5852956.500000 Penalty: 5370.178223
	Iteration 14Q: 3 clusters Score -5852956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -5853048.500000 Penalty: 5370.178223
	Iteration 15Q: 3 clusters Score -5853048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -5853079.500000 Penalty: 5370.178223
	Iteration 16Q: 3 clusters Score -5853080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -5853115.000000 Penalty: 5370.178223
	Iteration 17Q: 3 clusters Score -5853115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -5853155.000000 Penalty: 5370.178223
	Iteration 18Q: 3 clusters Score -5853155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -5853172.000000 Penalty: 5370.178223
	Iteration 19Q: 3 clusters Score -5853172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -5853185.500000 Penalty: 5370.178223
	Iteration 20F: 3 clusters Score -5853186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -5853207.000000 Penalty: 5370.178223
	Iteration 21Q: 3 clusters Score -5853207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -5853205.000000 Penalty: 5370.178223
	Iteration 22Q: 3 clusters Score -5853205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -5853209.000000 Penalty: 5370.178223
	Iteration 23Q: 3 clusters Score -5853209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -5853226.000000 Penalty: 5370.178223
	Iteration 24Q: 3 clusters Score -5853226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -5853235.500000 Penalty: 5370.178223
	Iteration 25Q: 3 clusters Score -5853236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -5853240.000000 Penalty: 5370.178223
	Iteration 26Q: 3 clusters Score -5853240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -5853246.000000 Penalty: 5370.178223
	Iteration 27Q: 3 clusters Score -5853246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -5853246.500000 Penalty: 5370.178223
	Iteration 28Q: 3 clusters Score -5853246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -5853247.000000 Penalty: 5370.178223
	Iteration 29Q: 3 clusters Score -5853247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -5853249.500000 Penalty: 5370.178223
	Iteration 30Q: 3 clusters Score -5853250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -5853253.000000 Penalty: 5370.178223
	Iteration 31Q: 3 clusters Score -5853253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -5853251.500000 Penalty: 5370.178223
	Iteration 32Q: 3 clusters Score -5853252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -5853254.000000 Penalty: 5370.178223
	Iteration 33Q: 3 clusters Score -5853254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -5853257.000000 Penalty: 5370.178223
	Iteration 34Q: 3 clusters Score -5853257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -5853263.000000 Penalty: 5370.178223
	Iteration 35Q: 3 clusters Score -5853263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -5853261.500000 Penalty: 5370.178223
	Iteration 36Q: 3 clusters Score -5853262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -5853261.500000 Penalty: 5370.178223
	Iteration 37F: 3 clusters Score -5853262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -646453.062500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -646453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -641724.500000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -641724.5 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -642871.750000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -642871.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -643111.312500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -643111.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -643323.000000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -643323 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -643519.375000 Penalty: 4254.550781
	Iteration 4Q: 3 clusters Score -643519.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -643715.750000 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -643715.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -643908.750000 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -643908.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -644112.125000 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -644112.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -644300.250000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -644300.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -644465.750000 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -644465.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -644594.875000 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -644594.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -644686.750000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -644686.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -644759.812500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -644759.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -644815.375000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -644815.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -644862.875000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -644862.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -644899.125000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -644899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -644924.375000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -644924.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -644942.687500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -644942.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -644954.687500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -644954.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -644959.875000 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -644959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -644966.625000 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -644966.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -644972.750000 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -644972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -644977.187500 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -644977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -644980.687500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -644980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -644983.875000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -644983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -644984.562500 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -644984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -644988.812500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -644988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -644989.812500 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -644989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -644993.187500 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -644993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -644995.437500 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -644995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -644998.687500 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -644998.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -645000.562500 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -645000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -645001.312500 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -645001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -645002.375000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -645002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -645003.437500 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -645003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -645005.250000 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -645005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -645006.687500 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -645006.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -645008.312500 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -645008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -645009.062500 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -645009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -645010.062500 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -645010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -645012.812500 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -645012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645016.937500 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -645016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -645017.500000 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -645017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645018.875000 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -645018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -645019.062500 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -645019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645022.312500 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -645022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645021.875000 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -645021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -645023.937500 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -645023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -645027.750000 Penalty: 4254.550781
	Iteration 48Q: 3 clusters Score -645027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -645028.375000 Penalty: 4254.550781
	Iteration 49Q: 3 clusters Score -645028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -645027.562500 Penalty: 4254.550781
	Iteration 50Q: 3 clusters Score -645027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -645029.062500 Penalty: 4254.550781
	Iteration 51Q: 3 clusters Score -645029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -645029.937500 Penalty: 4254.550781
	Iteration 52Q: 3 clusters Score -645029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -645030.062500 Penalty: 4254.550781
	Iteration 53Q: 3 clusters Score -645030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -645030.187500 Penalty: 4254.550781
	Iteration 54Q: 3 clusters Score -645030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -645030.187500 Penalty: 4254.550781
	Iteration 55F: 3 clusters Score -645030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Entering Unmasked Estep 
Score: -1101349.000000 Penalty: 2259.217041
	Iteration 0F: 2 clusters Score -1101349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1094243.625000 Penalty: 4518.434082
	Iteration 0F: 3 clusters Score -1094244 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1096358.000000 Penalty: 4518.434082
	Iteration 1F: 3 clusters Score -1096358 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1096708.625000 Penalty: 4518.434082
	Iteration 2F: 3 clusters Score -1096709 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1096976.875000 Penalty: 4518.434082
	Iteration 3F: 3 clusters Score -1096977 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1097244.500000 Penalty: 4518.434082
	Iteration 4Q: 3 clusters Score -1097244 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1097505.500000 Penalty: 4518.434082
	Iteration 5Q: 3 clusters Score -1097506 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1097781.500000 Penalty: 4518.434082
	Iteration 6Q: 3 clusters Score -1097782 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1098017.500000 Penalty: 4518.434082
	Iteration 7Q: 3 clusters Score -1098018 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1098225.250000 Penalty: 4518.434082
	Iteration 8Q: 3 clusters Score -1098225 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1098395.750000 Penalty: 4518.434082
	Iteration 9Q: 3 clusters Score -1098396 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1098551.250000 Penalty: 4518.434082
	Iteration 10Q: 3 clusters Score -1098551 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1098675.875000 Penalty: 4518.434082
	Iteration 11Q: 3 clusters Score -1098676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1098775.625000 Penalty: 4518.434082
	Iteration 12Q: 3 clusters Score -1098776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1098868.625000 Penalty: 4518.434082
	Iteration 13Q: 3 clusters Score -1098869 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1098956.750000 Penalty: 4518.434082
	Iteration 14Q: 3 clusters Score -1098957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1099016.875000 Penalty: 4518.434082
	Iteration 15Q: 3 clusters Score -1099017 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1099072.125000 Penalty: 4518.434082
	Iteration 16Q: 3 clusters Score -1099072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1099110.125000 Penalty: 4518.434082
	Iteration 17Q: 3 clusters Score -1099110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1099141.250000 Penalty: 4518.434082
	Iteration 18Q: 3 clusters Score -1099141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1099170.125000 Penalty: 4518.434082
	Iteration 19Q: 3 clusters Score -1099170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1099189.000000 Penalty: 4518.434082
	Iteration 20F: 3 clusters Score -1099189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1099209.000000 Penalty: 4518.434082
	Iteration 21Q: 3 clusters Score -1099209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1099224.375000 Penalty: 4518.434082
	Iteration 22Q: 3 clusters Score -1099224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1099236.875000 Penalty: 4518.434082
	Iteration 23Q: 3 clusters Score -1099237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1099249.000000 Penalty: 4518.434082
	Iteration 24Q: 3 clusters Score -1099249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1099257.000000 Penalty: 4518.434082
	Iteration 25Q: 3 clusters Score -1099257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1099262.125000 Penalty: 4518.434082
	Iteration 26Q: 3 clusters Score -1099262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1099268.000000 Penalty: 4518.434082
	Iteration 27Q: 3 clusters Score -1099268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1099268.500000 Penalty: 4518.434082
	Iteration 28Q: 3 clusters Score -1099268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1099276.125000 Penalty: 4518.434082
	Iteration 29Q: 3 clusters Score -1099276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1099279.750000 Penalty: 4518.434082
	Iteration 30Q: 3 clusters Score -1099280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1099282.500000 Penalty: 4518.434082
	Iteration 31Q: 3 clusters Score -1099282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1099288.500000 Penalty: 4518.434082
	Iteration 32Q: 3 clusters Score -1099288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1099296.250000 Penalty: 4518.434082
	Iteration 33Q: 3 clusters Score -1099296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1099301.875000 Penalty: 4518.434082
	Iteration 34Q: 3 clusters Score -1099302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1099308.750000 Penalty: 4518.434082
	Iteration 35Q: 3 clusters Score -1099309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1099311.125000 Penalty: 4518.434082
	Iteration 36Q: 3 clusters Score -1099311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1099318.375000 Penalty: 4518.434082
	Iteration 37Q: 3 clusters Score -1099318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1099323.750000 Penalty: 4518.434082
	Iteration 38Q: 3 clusters Score -1099324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1099332.750000 Penalty: 4518.434082
	Iteration 39Q: 3 clusters Score -1099333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1099338.375000 Penalty: 4518.434082
	Iteration 40F: 3 clusters Score -1099338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1099349.375000 Penalty: 4518.434082
	Iteration 41Q: 3 clusters Score -1099349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1099357.125000 Penalty: 4518.434082
	Iteration 42Q: 3 clusters Score -1099357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1099361.125000 Penalty: 4518.434082
	Iteration 43Q: 3 clusters Score -1099361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1099367.875000 Penalty: 4518.434082
	Iteration 44Q: 3 clusters Score -1099368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1099369.375000 Penalty: 4518.434082
	Iteration 45Q: 3 clusters Score -1099369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1099371.125000 Penalty: 4518.434082
	Iteration 46Q: 3 clusters Score -1099371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1099371.250000 Penalty: 4518.434082
	Iteration 47Q: 3 clusters Score -1099371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1099374.375000 Penalty: 4518.434082
	Iteration 48Q: 3 clusters Score -1099374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1099376.000000 Penalty: 4518.434082
	Iteration 49Q: 3 clusters Score -1099376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1099374.625000 Penalty: 4518.434082
	Iteration 50Q: 3 clusters Score -1099375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1099374.625000 Penalty: 4518.434082
	Iteration 51F: 3 clusters Score -1099375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -579142.375000 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -579142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574419.250000 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -574419.2 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -575745.187500 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -575745.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -576144.937500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -576144.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -576498.500000 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -576498.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -576812.250000 Penalty: 4262.700684
	Iteration 4F: 3 clusters Score -576812.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -577090.687500 Penalty: 4262.700684
	Iteration 5F: 3 clusters Score -577090.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -577327.687500 Penalty: 4262.700684
	Iteration 6F: 3 clusters Score -577327.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -577517.250000 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -577517.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -577671.125000 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -577671.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -577785.625000 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -577785.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -577853.625000 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -577853.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -577909.500000 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -577909.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -577954.375000 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -577954.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -577981.375000 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -577981.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -578010.687500 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -578010.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -578036.625000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -578036.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -578055.062500 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -578055.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -578072.812500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -578072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -578082.437500 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -578082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -578091.250000 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -578091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -578095.000000 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -578095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -578100.187500 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -578100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -578103.812500 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -578103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -578109.000000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -578109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -578114.000000 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -578114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -578119.312500 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -578119.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -578124.750000 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -578124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -578128.500000 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -578128.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -578131.375000 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -578131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -578136.437500 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -578136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -578140.562500 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -578140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -578145.375000 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -578145.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -578155.875000 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -578155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -578162.312500 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -578162.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -578170.062500 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -578170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -578174.062500 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -578174.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -578179.187500 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -578179.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -578185.437500 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -578185.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -578190.500000 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -578190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -578197.187500 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -578197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578200.125000 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -578200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -578203.062500 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -578203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -578203.437500 Penalty: 4262.700684
	Iteration 42Q: 3 clusters Score -578203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578203.625000 Penalty: 4262.700684
	Iteration 43Q: 3 clusters Score -578203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578205.500000 Penalty: 4262.700684
	Iteration 44Q: 3 clusters Score -578205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -578206.750000 Penalty: 4262.700684
	Iteration 45Q: 3 clusters Score -578206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -578206.375000 Penalty: 4262.700684
	Iteration 46Q: 3 clusters Score -578206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578206.687500 Penalty: 4262.700684
	Iteration 47Q: 3 clusters Score -578206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578206.687500 Penalty: 4262.700684
	Iteration 48F: 3 clusters Score -578206.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -59539.699219 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -59539.7 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 202 members 
Entering Unmasked Estep 
Score: -58161.046875 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -58161.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58428.027344 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -58428.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58521.460938 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -58521.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58607.304688 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -58607.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58679.250000 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -58679.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58744.175781 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -58744.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58821.292969 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -58821.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58924.871094 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -58924.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58939.152344 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -58939.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58966.867188 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -58966.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58982.582031 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -58982.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58988.640625 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -58988.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59004.664062 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -59004.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59018.726562 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -59018.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59032.328125 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -59032.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59046.179688 Penalty: 2964.270020
	Iteration 15Q: 3 clusters Score -59046.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59050.613281 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -59050.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59060.769531 Penalty: 2964.270020
	Iteration 17Q: 3 clusters Score -59060.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59060.769531 Penalty: 2964.270020
	Iteration 18F: 3 clusters Score -59060.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Entering Unmasked Estep 
Score: -1746164.875000 Penalty: 2371.511230
	Iteration 0F: 2 clusters Score -1746165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1735801.750000 Penalty: 4743.022461
	Iteration 0F: 3 clusters Score -1735802 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1739266.125000 Penalty: 4743.022461
	Iteration 1F: 3 clusters Score -1739266 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1739818.000000 Penalty: 4743.022461
	Iteration 2F: 3 clusters Score -1739818 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1740385.375000 Penalty: 4743.022461
	Iteration 3F: 3 clusters Score -1740385 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1741030.000000 Penalty: 4743.022461
	Iteration 4F: 3 clusters Score -1741030 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1741724.250000 Penalty: 4743.022461
	Iteration 5F: 3 clusters Score -1741724 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1742533.125000 Penalty: 4743.022461
	Iteration 6F: 3 clusters Score -1742533 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1743527.250000 Penalty: 4743.022461
	Iteration 7F: 3 clusters Score -1743527 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1744602.750000 Penalty: 4743.022461
	Iteration 8F: 3 clusters Score -1744603 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1745306.000000 Penalty: 4743.022461
	Iteration 9Q: 3 clusters Score -1745306 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1745548.500000 Penalty: 4743.022461
	Iteration 10Q: 3 clusters Score -1745548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1745639.000000 Penalty: 4743.022461
	Iteration 11Q: 3 clusters Score -1745639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1745693.125000 Penalty: 4743.022461
	Iteration 12Q: 3 clusters Score -1745693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1745722.250000 Penalty: 4743.022461
	Iteration 13Q: 3 clusters Score -1745722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1745732.250000 Penalty: 4743.022461
	Iteration 14Q: 3 clusters Score -1745732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1745742.375000 Penalty: 4743.022461
	Iteration 15Q: 3 clusters Score -1745742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1745743.125000 Penalty: 4743.022461
	Iteration 16Q: 3 clusters Score -1745743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1745746.250000 Penalty: 4743.022461
	Iteration 17Q: 3 clusters Score -1745746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1745746.250000 Penalty: 4743.022461
	Iteration 18Q: 3 clusters Score -1745746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1745752.375000 Penalty: 4743.022461
	Iteration 19Q: 3 clusters Score -1745752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1745752.000000 Penalty: 4743.022461
	Iteration 20F: 3 clusters Score -1745752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1745746.500000 Penalty: 4743.022461
	Iteration 21Q: 3 clusters Score -1745746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1745745.875000 Penalty: 4743.022461
	Iteration 22Q: 3 clusters Score -1745746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1745750.125000 Penalty: 4743.022461
	Iteration 23Q: 3 clusters Score -1745750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1745750.000000 Penalty: 4743.022461
	Iteration 24Q: 3 clusters Score -1745750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1745751.500000 Penalty: 4743.022461
	Iteration 25Q: 3 clusters Score -1745752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1745755.750000 Penalty: 4743.022461
	Iteration 26Q: 3 clusters Score -1745756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1745756.750000 Penalty: 4743.022461
	Iteration 27Q: 3 clusters Score -1745757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1745757.250000 Penalty: 4743.022461
	Iteration 28Q: 3 clusters Score -1745757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1745755.750000 Penalty: 4743.022461
	Iteration 29Q: 3 clusters Score -1745756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1745759.500000 Penalty: 4743.022461
	Iteration 30Q: 3 clusters Score -1745760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1745762.375000 Penalty: 4743.022461
	Iteration 31Q: 3 clusters Score -1745762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1745765.500000 Penalty: 4743.022461
	Iteration 32Q: 3 clusters Score -1745766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1745766.625000 Penalty: 4743.022461
	Iteration 33Q: 3 clusters Score -1745767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1745769.875000 Penalty: 4743.022461
	Iteration 34Q: 3 clusters Score -1745770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1745772.000000 Penalty: 4743.022461
	Iteration 35Q: 3 clusters Score -1745772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1745770.500000 Penalty: 4743.022461
	Iteration 36Q: 3 clusters Score -1745770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1745769.000000 Penalty: 4743.022461
	Iteration 37Q: 3 clusters Score -1745769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1745773.125000 Penalty: 4743.022461
	Iteration 38Q: 3 clusters Score -1745773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1745777.625000 Penalty: 4743.022461
	Iteration 39Q: 3 clusters Score -1745778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1745775.750000 Penalty: 4743.022461
	Iteration 40F: 3 clusters Score -1745776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1745777.500000 Penalty: 4743.022461
	Iteration 41Q: 3 clusters Score -1745778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1745779.375000 Penalty: 4743.022461
	Iteration 42Q: 3 clusters Score -1745779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1745778.750000 Penalty: 4743.022461
	Iteration 43Q: 3 clusters Score -1745779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1745780.625000 Penalty: 4743.022461
	Iteration 44Q: 3 clusters Score -1745781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1745781.875000 Penalty: 4743.022461
	Iteration 45Q: 3 clusters Score -1745782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1745781.875000 Penalty: 4743.022461
	Iteration 46Q: 3 clusters Score -1745782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1745783.750000 Penalty: 4743.022461
	Iteration 47Q: 3 clusters Score -1745784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1745784.625000 Penalty: 4743.022461
	Iteration 48Q: 3 clusters Score -1745785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1745783.375000 Penalty: 4743.022461
	Iteration 49Q: 3 clusters Score -1745783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1745785.625000 Penalty: 4743.022461
	Iteration 50Q: 3 clusters Score -1745786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1745785.875000 Penalty: 4743.022461
	Iteration 51Q: 3 clusters Score -1745786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1745785.875000 Penalty: 4743.022461
	Iteration 52Q: 3 clusters Score -1745786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1745790.375000 Penalty: 4743.022461
	Iteration 53Q: 3 clusters Score -1745790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1745793.125000 Penalty: 4743.022461
	Iteration 54Q: 3 clusters Score -1745793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1745790.750000 Penalty: 4743.022461
	Iteration 55Q: 3 clusters Score -1745791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1745791.625000 Penalty: 4743.022461
	Iteration 56Q: 3 clusters Score -1745792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1745790.875000 Penalty: 4743.022461
	Iteration 57Q: 3 clusters Score -1745791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1745790.875000 Penalty: 4743.022461
	Iteration 58Q: 3 clusters Score -1745791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1745794.000000 Penalty: 4743.022461
	Iteration 59Q: 3 clusters Score -1745794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1745796.125000 Penalty: 4743.022461
	Iteration 60F: 3 clusters Score -1745796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1745798.500000 Penalty: 4743.022461
	Iteration 61Q: 3 clusters Score -1745798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1745802.000000 Penalty: 4743.022461
	Iteration 62Q: 3 clusters Score -1745802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1745800.750000 Penalty: 4743.022461
	Iteration 63Q: 3 clusters Score -1745801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1745798.375000 Penalty: 4743.022461
	Iteration 64Q: 3 clusters Score -1745798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1745796.750000 Penalty: 4743.022461
	Iteration 65Q: 3 clusters Score -1745797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1745796.750000 Penalty: 4743.022461
	Iteration 66F: 3 clusters Score -1745797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -948664.812500 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -948664.8 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 3843 members 
Entering Unmasked Estep 
Score: -942468.000000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -942468 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -944215.250000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -944215.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -944513.187500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -944513.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -944738.187500 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -944738.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -944929.750000 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -944929.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -945088.562500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -945088.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -945241.375000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -945241.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -945386.625000 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -945386.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -945556.937500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -945556.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -945770.437500 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -945770.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -945993.250000 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -945993.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -946213.687500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -946213.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -946420.875000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -946420.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -946643.937500 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -946643.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -946884.687500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -946884.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -947148.437500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -947148.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -947365.250000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -947365.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -947503.625000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -947503.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -947602.375000 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -947602.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -947671.187500 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -947671.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -947733.875000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -947733.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -947794.937500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -947794.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -947849.625000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -947849.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -947892.562500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -947892.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -947931.937500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -947931.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -947963.375000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -947963.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -947983.625000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -947983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -947995.000000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -947995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -948011.375000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -948011.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -948019.687500 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -948019.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -948028.812500 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -948028.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -948035.125000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -948035.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -948043.687500 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -948043.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -948049.250000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -948049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -948051.562500 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -948051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -948054.687500 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -948054.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -948056.437500 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -948056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -948057.500000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -948057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -948060.125000 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -948060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -948059.187500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -948059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -948060.250000 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -948060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -948060.187500 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -948060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -948063.187500 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -948063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -948063.875000 Penalty: 4439.721680
	Iteration 43Q: 3 clusters Score -948063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -948064.625000 Penalty: 4439.721680
	Iteration 44Q: 3 clusters Score -948064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -948065.562500 Penalty: 4439.721680
	Iteration 45Q: 3 clusters Score -948065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -948066.625000 Penalty: 4439.721680
	Iteration 46Q: 3 clusters Score -948066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -948067.750000 Penalty: 4439.721680
	Iteration 47Q: 3 clusters Score -948067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -948071.375000 Penalty: 4439.721680
	Iteration 48Q: 3 clusters Score -948071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -948071.125000 Penalty: 4439.721680
	Iteration 49Q: 3 clusters Score -948071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -948072.000000 Penalty: 4439.721680
	Iteration 50Q: 3 clusters Score -948072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -948072.250000 Penalty: 4439.721680
	Iteration 51Q: 3 clusters Score -948072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -948072.062500 Penalty: 4439.721680
	Iteration 52Q: 3 clusters Score -948072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -948073.187500 Penalty: 4439.721680
	Iteration 53Q: 3 clusters Score -948073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -948072.937500 Penalty: 4439.721680
	Iteration 54Q: 3 clusters Score -948072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -948074.000000 Penalty: 4439.721680
	Iteration 55Q: 3 clusters Score -948074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -948073.812500 Penalty: 4439.721680
	Iteration 56Q: 3 clusters Score -948073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -948074.937500 Penalty: 4439.721680
	Iteration 57Q: 3 clusters Score -948074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -948076.187500 Penalty: 4439.721680
	Iteration 58Q: 3 clusters Score -948076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -948078.062500 Penalty: 4439.721680
	Iteration 59Q: 3 clusters Score -948078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -948078.187500 Penalty: 4439.721680
	Iteration 60F: 3 clusters Score -948078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -948079.812500 Penalty: 4439.721680
	Iteration 61Q: 3 clusters Score -948079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -948079.812500 Penalty: 4439.721680
	Iteration 62F: 3 clusters Score -948079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -700431.000000 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -700431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -696441.187500 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -696441.2 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -697446.187500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -697446.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -697799.062500 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -697799.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -698102.062500 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -698102.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -698462.625000 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -698462.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -698807.875000 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -698807.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -699085.062500 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -699085.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -699345.125000 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -699345.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -699551.000000 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -699551 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -699755.375000 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -699755.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -699931.437500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -699931.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -700068.375000 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -700068.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -700160.937500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -700160.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -700222.500000 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -700222.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -700269.250000 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -700269.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -700306.937500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -700306.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -700332.937500 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -700332.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -700356.000000 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -700356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -700383.687500 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -700383.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -700407.312500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -700407.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -700426.500000 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -700426.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -700449.000000 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -700449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700475.875000 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -700475.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -700504.187500 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -700504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -700526.812500 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -700526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -700549.187500 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -700549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -700563.062500 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -700563.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -700576.500000 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -700576.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -700585.312500 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -700585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -700597.187500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -700597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -700602.062500 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -700602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -700607.937500 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -700607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -700608.937500 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -700608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -700613.937500 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -700613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700617.750000 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -700617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -700620.875000 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -700620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -700620.062500 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -700620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -700626.812500 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -700626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -700633.250000 Penalty: 4146.130859
	Iteration 38Q: 3 clusters Score -700633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -700645.812500 Penalty: 4146.130859
	Iteration 39Q: 3 clusters Score -700645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -700652.687500 Penalty: 4146.130859
	Iteration 40F: 3 clusters Score -700652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -700657.125000 Penalty: 4146.130859
	Iteration 41Q: 3 clusters Score -700657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -700664.000000 Penalty: 4146.130859
	Iteration 42Q: 3 clusters Score -700664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -700672.187500 Penalty: 4146.130859
	Iteration 43Q: 3 clusters Score -700672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -700675.625000 Penalty: 4146.130859
	Iteration 44Q: 3 clusters Score -700675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -700681.187500 Penalty: 4146.130859
	Iteration 45Q: 3 clusters Score -700681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -700686.562500 Penalty: 4146.130859
	Iteration 46Q: 3 clusters Score -700686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -700693.687500 Penalty: 4146.130859
	Iteration 47Q: 3 clusters Score -700693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -700699.812500 Penalty: 4146.130859
	Iteration 48Q: 3 clusters Score -700699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -700705.937500 Penalty: 4146.130859
	Iteration 49Q: 3 clusters Score -700705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -700711.500000 Penalty: 4146.130859
	Iteration 50Q: 3 clusters Score -700711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -700716.437500 Penalty: 4146.130859
	Iteration 51Q: 3 clusters Score -700716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -700719.125000 Penalty: 4146.130859
	Iteration 52Q: 3 clusters Score -700719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -700723.250000 Penalty: 4146.130859
	Iteration 53Q: 3 clusters Score -700723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -700725.312500 Penalty: 4146.130859
	Iteration 54Q: 3 clusters Score -700725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -700729.312500 Penalty: 4146.130859
	Iteration 55Q: 3 clusters Score -700729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -700731.625000 Penalty: 4146.130859
	Iteration 56Q: 3 clusters Score -700731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -700733.937500 Penalty: 4146.130859
	Iteration 57Q: 3 clusters Score -700733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -700733.937500 Penalty: 4146.130859
	Iteration 58F: 3 clusters Score -700733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 800 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3469 members 
Entering Unmasked Estep 
Score: -134500384.000000 Penalty: 241698.718750
Splitting cluster 45 changes total score from -134501248.000000 to -134500384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -255662.781250 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -255662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -252961.484375 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -252961.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253480.250000 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -253480.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253610.750000 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -253610.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253698.109375 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -253698.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253763.875000 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -253763.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253803.812500 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -253803.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -253836.546875 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -253836.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253853.765625 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -253853.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253866.734375 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -253866.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253878.515625 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -253878.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253887.328125 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -253887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253892.765625 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -253892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253901.578125 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -253901.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -253909.515625 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -253909.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -253914.609375 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -253914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253917.796875 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -253917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253919.843750 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -253919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253921.062500 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -253921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253922.859375 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -253922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253924.500000 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -253924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253926.125000 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -253926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -253927.015625 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -253927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -253927.015625 Penalty: 3799.416748
	Iteration 22F: 3 clusters Score -253927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -440624.375000 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -440624.4 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 1837 members 
Entering Unmasked Estep 
Score: -436962.343750 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -436962.3 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -437797.468750 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -437797.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -438002.593750 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -438002.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -438138.062500 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -438138.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -438242.875000 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -438242.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -438344.156250 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -438344.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -438450.312500 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -438450.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -438542.062500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -438542.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -438630.750000 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -438630.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -438711.187500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -438711.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -438811.718750 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -438811.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -438901.375000 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -438901.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -438961.906250 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -438961.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -439010.156250 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -439010.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -439041.687500 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -439041.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -439066.718750 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -439066.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -439085.375000 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -439085.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -439100.968750 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -439101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -439112.843750 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -439112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -439122.500000 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -439122.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -439135.000000 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -439135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -439142.812500 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -439142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -439149.406250 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -439149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -439153.656250 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -439153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -439153.781250 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -439153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -439154.281250 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -439154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -439156.375000 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -439156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -439158.625000 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -439158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -439158.218750 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -439158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -439160.312500 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -439160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -439160.062500 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -439160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -439162.187500 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -439162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -439163.875000 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -439163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -439167.093750 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -439167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -439170.031250 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -439170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -439172.906250 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -439172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -439175.531250 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -439175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -439178.156250 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -439178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -439183.906250 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -439183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -439196.781250 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -439196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -439205.968750 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -439206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -439226.968750 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -439227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -439263.187500 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -439263.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -439299.718750 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -439299.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -439338.812500 Penalty: 4068.295410
	Iteration 44Q: 3 clusters Score -439338.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -439389.531250 Penalty: 4068.295410
	Iteration 45Q: 3 clusters Score -439389.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -439434.218750 Penalty: 4068.295410
	Iteration 46Q: 3 clusters Score -439434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -439464.218750 Penalty: 4068.295410
	Iteration 47Q: 3 clusters Score -439464.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -439478.218750 Penalty: 4068.295410
	Iteration 48Q: 3 clusters Score -439478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -439480.406250 Penalty: 4068.295410
	Iteration 49Q: 3 clusters Score -439480.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -439487.125000 Penalty: 4068.295410
	Iteration 50Q: 3 clusters Score -439487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -439493.875000 Penalty: 4068.295410
	Iteration 51Q: 3 clusters Score -439493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -439499.093750 Penalty: 4068.295410
	Iteration 52Q: 3 clusters Score -439499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -439505.312500 Penalty: 4068.295410
	Iteration 53Q: 3 clusters Score -439505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -439508.093750 Penalty: 4068.295410
	Iteration 54Q: 3 clusters Score -439508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -439510.343750 Penalty: 4068.295410
	Iteration 55Q: 3 clusters Score -439510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -439511.937500 Penalty: 4068.295410
	Iteration 56Q: 3 clusters Score -439511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -439511.187500 Penalty: 4068.295410
	Iteration 57Q: 3 clusters Score -439511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -439511.187500 Penalty: 4068.295410
	Iteration 58F: 3 clusters Score -439511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -272589.593750 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -272589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269796.750000 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -269796.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -270392.625000 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -270392.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270683.375000 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -270683.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -270869.281250 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -270869.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -271004.625000 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -271004.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271118.843750 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -271118.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -271236.218750 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -271236.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -271318.906250 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -271318.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -271392.812500 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -271392.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271429.656250 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -271429.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271464.500000 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -271464.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -271495.218750 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -271495.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -271518.406250 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -271518.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271542.781250 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -271542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -271558.812500 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -271558.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -271575.093750 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -271575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271594.406250 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -271594.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271621.093750 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -271621.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -271645.343750 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -271645.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -271668.343750 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -271668.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271698.656250 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -271698.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -271719.343750 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -271719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -271736.125000 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -271736.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271748.843750 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -271748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271755.375000 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -271755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -271765.437500 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -271765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -271771.593750 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -271771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -271774.593750 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -271774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -271777.312500 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -271777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -271778.187500 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -271778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -271779.343750 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -271779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -271780.718750 Penalty: 3827.143555
	Iteration 31Q: 3 clusters Score -271780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271782.531250 Penalty: 3827.143555
	Iteration 32Q: 3 clusters Score -271782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271784.406250 Penalty: 3827.143555
	Iteration 33Q: 3 clusters Score -271784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -271786.218750 Penalty: 3827.143555
	Iteration 34Q: 3 clusters Score -271786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -271788.718750 Penalty: 3827.143555
	Iteration 35Q: 3 clusters Score -271788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -271790.093750 Penalty: 3827.143555
	Iteration 36Q: 3 clusters Score -271790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271792.875000 Penalty: 3827.143555
	Iteration 37Q: 3 clusters Score -271792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271802.875000 Penalty: 3827.143555
	Iteration 38Q: 3 clusters Score -271802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271806.218750 Penalty: 3827.143555
	Iteration 39Q: 3 clusters Score -271806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271807.812500 Penalty: 3827.143555
	Iteration 40F: 3 clusters Score -271807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -271808.875000 Penalty: 3827.143555
	Iteration 41Q: 3 clusters Score -271808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271811.000000 Penalty: 3827.143555
	Iteration 42Q: 3 clusters Score -271811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -271811.125000 Penalty: 3827.143555
	Iteration 43Q: 3 clusters Score -271811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271812.062500 Penalty: 3827.143555
	Iteration 44Q: 3 clusters Score -271812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271812.062500 Penalty: 3827.143555
	Iteration 45F: 3 clusters Score -271812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Entering Unmasked Estep 
Score: -5108120.500000 Penalty: 2632.188477
	Iteration 0F: 2 clusters Score -5108120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5080525.000000 Penalty: 5264.376953
	Iteration 0F: 3 clusters Score -5080525 nChanged 18571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -5090903.000000 Penalty: 5264.376953
	Iteration 1F: 3 clusters Score -5090903 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5091406.500000 Penalty: 5264.376953
	Iteration 2Q: 3 clusters Score -5091406 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5091962.000000 Penalty: 5264.376953
	Iteration 3Q: 3 clusters Score -5091962 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5092535.500000 Penalty: 5264.376953
	Iteration 4Q: 3 clusters Score -5092536 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5093213.000000 Penalty: 5264.376953
	Iteration 5Q: 3 clusters Score -5093213 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5093958.500000 Penalty: 5264.376953
	Iteration 6Q: 3 clusters Score -5093958 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5094859.500000 Penalty: 5264.376953
	Iteration 7Q: 3 clusters Score -5094860 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5096105.000000 Penalty: 5264.376953
	Iteration 8F: 3 clusters Score -5096105 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5097677.000000 Penalty: 5264.376953
	Iteration 9F: 3 clusters Score -5097677 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -5099536.500000 Penalty: 5264.376953
	Iteration 10F: 3 clusters Score -5099536 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -5101434.500000 Penalty: 5264.376953
	Iteration 11F: 3 clusters Score -5101434 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -5102946.500000 Penalty: 5264.376953
	Iteration 12Q: 3 clusters Score -5102946 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -5104028.000000 Penalty: 5264.376953
	Iteration 13Q: 3 clusters Score -5104028 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5104700.500000 Penalty: 5264.376953
	Iteration 14Q: 3 clusters Score -5104700 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5105141.000000 Penalty: 5264.376953
	Iteration 15Q: 3 clusters Score -5105141 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5105467.500000 Penalty: 5264.376953
	Iteration 16Q: 3 clusters Score -5105468 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5105693.500000 Penalty: 5264.376953
	Iteration 17Q: 3 clusters Score -5105694 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5105865.000000 Penalty: 5264.376953
	Iteration 18Q: 3 clusters Score -5105865 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5105994.500000 Penalty: 5264.376953
	Iteration 19Q: 3 clusters Score -5105994 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5106083.000000 Penalty: 5264.376953
	Iteration 20F: 3 clusters Score -5106083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5106158.500000 Penalty: 5264.376953
	Iteration 21Q: 3 clusters Score -5106158 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5106230.500000 Penalty: 5264.376953
	Iteration 22Q: 3 clusters Score -5106230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5106308.000000 Penalty: 5264.376953
	Iteration 23Q: 3 clusters Score -5106308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5106367.000000 Penalty: 5264.376953
	Iteration 24Q: 3 clusters Score -5106367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5106399.000000 Penalty: 5264.376953
	Iteration 25Q: 3 clusters Score -5106399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5106436.500000 Penalty: 5264.376953
	Iteration 26Q: 3 clusters Score -5106436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5106446.500000 Penalty: 5264.376953
	Iteration 27Q: 3 clusters Score -5106446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5106449.500000 Penalty: 5264.376953
	Iteration 28Q: 3 clusters Score -5106450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5106457.500000 Penalty: 5264.376953
	Iteration 29Q: 3 clusters Score -5106458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5106466.500000 Penalty: 5264.376953
	Iteration 30Q: 3 clusters Score -5106466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5106473.000000 Penalty: 5264.376953
	Iteration 31Q: 3 clusters Score -5106473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5106476.000000 Penalty: 5264.376953
	Iteration 32Q: 3 clusters Score -5106476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5106475.500000 Penalty: 5264.376953
	Iteration 33Q: 3 clusters Score -5106476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5106496.000000 Penalty: 5264.376953
	Iteration 34Q: 3 clusters Score -5106496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5106500.500000 Penalty: 5264.376953
	Iteration 35Q: 3 clusters Score -5106500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5106513.500000 Penalty: 5264.376953
	Iteration 36Q: 3 clusters Score -5106514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -5106518.000000 Penalty: 5264.376953
	Iteration 37Q: 3 clusters Score -5106518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5106517.500000 Penalty: 5264.376953
	Iteration 38Q: 3 clusters Score -5106518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5106518.500000 Penalty: 5264.376953
	Iteration 39Q: 3 clusters Score -5106518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5106525.000000 Penalty: 5264.376953
	Iteration 40F: 3 clusters Score -5106525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5106523.500000 Penalty: 5264.376953
	Iteration 41Q: 3 clusters Score -5106524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5106521.500000 Penalty: 5264.376953
	Iteration 42Q: 3 clusters Score -5106522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5106525.000000 Penalty: 5264.376953
	Iteration 43Q: 3 clusters Score -5106525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5106524.000000 Penalty: 5264.376953
	Iteration 44Q: 3 clusters Score -5106524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5106524.000000 Penalty: 5264.376953
	Iteration 45F: 3 clusters Score -5106524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -178308.203125 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -178308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175984.640625 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -175984.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176397.406250 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -176397.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -176576.046875 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -176576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176671.921875 Penalty: 3631.637451
	Iteration 3F: 3 clusters Score -176671.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176753.390625 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -176753.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176812.906250 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -176812.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -176865.703125 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -176865.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -176915.890625 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -176915.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -176960.187500 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -176960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176990.703125 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -176990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -177017.203125 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -177017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -177048.328125 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -177048.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -177078.656250 Penalty: 3631.637451
	Iteration 12Q: 3 clusters Score -177078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -177087.046875 Penalty: 3631.637451
	Iteration 13Q: 3 clusters Score -177087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -177091.859375 Penalty: 3631.637451
	Iteration 14Q: 3 clusters Score -177091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -177097.968750 Penalty: 3631.637451
	Iteration 15Q: 3 clusters Score -177098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177101.656250 Penalty: 3631.637451
	Iteration 16Q: 3 clusters Score -177101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177105.828125 Penalty: 3631.637451
	Iteration 17Q: 3 clusters Score -177105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -177109.000000 Penalty: 3631.637451
	Iteration 18Q: 3 clusters Score -177109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -177114.031250 Penalty: 3631.637451
	Iteration 19Q: 3 clusters Score -177114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177116.796875 Penalty: 3631.637451
	Iteration 20F: 3 clusters Score -177116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -177123.781250 Penalty: 3631.637451
	Iteration 21Q: 3 clusters Score -177123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177128.437500 Penalty: 3631.637451
	Iteration 22Q: 3 clusters Score -177128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -177130.687500 Penalty: 3631.637451
	Iteration 23Q: 3 clusters Score -177130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -177135.796875 Penalty: 3631.637451
	Iteration 24Q: 3 clusters Score -177135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177140.375000 Penalty: 3631.637451
	Iteration 25Q: 3 clusters Score -177140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177143.671875 Penalty: 3631.637451
	Iteration 26Q: 3 clusters Score -177143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177146.796875 Penalty: 3631.637451
	Iteration 27Q: 3 clusters Score -177146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -177155.062500 Penalty: 3631.637451
	Iteration 28Q: 3 clusters Score -177155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -177158.640625 Penalty: 3631.637451
	Iteration 29Q: 3 clusters Score -177158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177164.375000 Penalty: 3631.637451
	Iteration 30Q: 3 clusters Score -177164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177165.421875 Penalty: 3631.637451
	Iteration 31Q: 3 clusters Score -177165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177165.421875 Penalty: 3631.637451
	Iteration 32F: 3 clusters Score -177165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (14436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Entering Unmasked Estep 
Score: -1758355.625000 Penalty: 2375.215088
	Iteration 0F: 2 clusters Score -1758356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1747846.375000 Penalty: 4750.430176
	Iteration 0F: 3 clusters Score -1747846 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1751497.125000 Penalty: 4750.430176
	Iteration 1F: 3 clusters Score -1751497 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1752197.500000 Penalty: 4750.430176
	Iteration 2F: 3 clusters Score -1752198 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1753037.250000 Penalty: 4750.430176
	Iteration 3F: 3 clusters Score -1753037 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1753920.125000 Penalty: 4750.430176
	Iteration 4F: 3 clusters Score -1753920 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1754708.875000 Penalty: 4750.430176
	Iteration 5F: 3 clusters Score -1754709 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1755365.875000 Penalty: 4750.430176
	Iteration 6F: 3 clusters Score -1755366 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1755925.750000 Penalty: 4750.430176
	Iteration 7F: 3 clusters Score -1755926 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1756331.750000 Penalty: 4750.430176
	Iteration 8Q: 3 clusters Score -1756332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1756635.750000 Penalty: 4750.430176
	Iteration 9Q: 3 clusters Score -1756636 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1756847.000000 Penalty: 4750.430176
	Iteration 10Q: 3 clusters Score -1756847 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1756974.000000 Penalty: 4750.430176
	Iteration 11Q: 3 clusters Score -1756974 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1757076.375000 Penalty: 4750.430176
	Iteration 12Q: 3 clusters Score -1757076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1757146.500000 Penalty: 4750.430176
	Iteration 13Q: 3 clusters Score -1757146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1757191.625000 Penalty: 4750.430176
	Iteration 14Q: 3 clusters Score -1757192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1757220.750000 Penalty: 4750.430176
	Iteration 15Q: 3 clusters Score -1757221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1757234.625000 Penalty: 4750.430176
	Iteration 16Q: 3 clusters Score -1757235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1757269.000000 Penalty: 4750.430176
	Iteration 17Q: 3 clusters Score -1757269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1757292.125000 Penalty: 4750.430176
	Iteration 18Q: 3 clusters Score -1757292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1757309.375000 Penalty: 4750.430176
	Iteration 19Q: 3 clusters Score -1757309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1757331.125000 Penalty: 4750.430176
	Iteration 20F: 3 clusters Score -1757331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1757349.250000 Penalty: 4750.430176
	Iteration 21Q: 3 clusters Score -1757349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1757362.750000 Penalty: 4750.430176
	Iteration 22Q: 3 clusters Score -1757363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1757378.250000 Penalty: 4750.430176
	Iteration 23Q: 3 clusters Score -1757378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1757395.000000 Penalty: 4750.430176
	Iteration 24Q: 3 clusters Score -1757395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1757409.125000 Penalty: 4750.430176
	Iteration 25Q: 3 clusters Score -1757409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1757423.000000 Penalty: 4750.430176
	Iteration 26Q: 3 clusters Score -1757423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1757440.500000 Penalty: 4750.430176
	Iteration 27Q: 3 clusters Score -1757440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1757460.125000 Penalty: 4750.430176
	Iteration 28Q: 3 clusters Score -1757460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1757467.375000 Penalty: 4750.430176
	Iteration 29Q: 3 clusters Score -1757467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1757474.875000 Penalty: 4750.430176
	Iteration 30Q: 3 clusters Score -1757475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1757475.375000 Penalty: 4750.430176
	Iteration 31Q: 3 clusters Score -1757475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1757481.875000 Penalty: 4750.430176
	Iteration 32Q: 3 clusters Score -1757482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1757481.000000 Penalty: 4750.430176
	Iteration 33Q: 3 clusters Score -1757481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1757479.750000 Penalty: 4750.430176
	Iteration 34Q: 3 clusters Score -1757480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1757481.375000 Penalty: 4750.430176
	Iteration 35Q: 3 clusters Score -1757481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1757482.750000 Penalty: 4750.430176
	Iteration 36Q: 3 clusters Score -1757483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1757486.000000 Penalty: 4750.430176
	Iteration 37Q: 3 clusters Score -1757486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1757488.625000 Penalty: 4750.430176
	Iteration 38Q: 3 clusters Score -1757489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1757485.500000 Penalty: 4750.430176
	Iteration 39Q: 3 clusters Score -1757486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1757482.375000 Penalty: 4750.430176
	Iteration 40F: 3 clusters Score -1757482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1757482.125000 Penalty: 4750.430176
	Iteration 41Q: 3 clusters Score -1757482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1757483.125000 Penalty: 4750.430176
	Iteration 42Q: 3 clusters Score -1757483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1757486.625000 Penalty: 4750.430176
	Iteration 43Q: 3 clusters Score -1757487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1757487.375000 Penalty: 4750.430176
	Iteration 44Q: 3 clusters Score -1757487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1757489.625000 Penalty: 4750.430176
	Iteration 45Q: 3 clusters Score -1757490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1757488.500000 Penalty: 4750.430176
	Iteration 46Q: 3 clusters Score -1757488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1757494.750000 Penalty: 4750.430176
	Iteration 47Q: 3 clusters Score -1757495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1757495.375000 Penalty: 4750.430176
	Iteration 48Q: 3 clusters Score -1757495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1757498.250000 Penalty: 4750.430176
	Iteration 49Q: 3 clusters Score -1757498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1757494.000000 Penalty: 4750.430176
	Iteration 50Q: 3 clusters Score -1757494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1757495.375000 Penalty: 4750.430176
	Iteration 51Q: 3 clusters Score -1757495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1757495.375000 Penalty: 4750.430176
	Iteration 52F: 3 clusters Score -1757495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -52585.257812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -52585.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51060.097656 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -51060.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51338.781250 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -51338.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51511.460938 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -51511.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51676.976562 Penalty: 3154.348633
	Iteration 3F: 3 clusters Score -51676.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51935.878906 Penalty: 3154.348633
	Iteration 4F: 3 clusters Score -51935.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52200.531250 Penalty: 3154.348633
	Iteration 5F: 3 clusters Score -52200.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52596.375000 Penalty: 3154.348633
	Iteration 6F: 3 clusters Score -52596.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53019.800781 Penalty: 3154.348633
	Iteration 7F: 3 clusters Score -53019.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53344.460938 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -53344.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53476.058594 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -53476.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53561.210938 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -53561.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53679.351562 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -53679.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53685.054688 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -53685.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53688.605469 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -53688.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53694.246094 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -53694.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53698.171875 Penalty: 3154.348633
	Iteration 15F: 3 clusters Score -53698.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53709.777344 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -53709.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53714.402344 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -53714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53717.945312 Penalty: 3154.348633
	Iteration 18Q: 3 clusters Score -53717.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53721.652344 Penalty: 3154.348633
	Iteration 19Q: 3 clusters Score -53721.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53721.652344 Penalty: 3154.348633
	Iteration 20F: 3 clusters Score -53721.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 285 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 293 members 
Entering Unmasked Estep 
Score: -134500400.000000 Penalty: 241698.718750
Splitting cluster 52 changes total score from -134501248.000000 to -134500400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -306246.437500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -306246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -303708.062500 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -303708.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -304132.375000 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -304132.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -304278.062500 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -304278.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -304396.468750 Penalty: 3736.446777
	Iteration 3F: 3 clusters Score -304396.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -304492.406250 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -304492.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -304574.500000 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -304574.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -304633.500000 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -304633.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -304676.812500 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -304676.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -304707.875000 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -304707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304738.937500 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -304738.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -304762.156250 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -304762.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -304785.281250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -304785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -304812.250000 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -304812.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -304840.625000 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -304840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -304865.937500 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -304865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -304887.406250 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -304887.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -304909.406250 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -304909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -304919.625000 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -304919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -304930.375000 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -304930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -304937.375000 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -304937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -304945.781250 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -304945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -304954.468750 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -304954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -304962.843750 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -304962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -304972.906250 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -304972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -304980.468750 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -304980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304986.625000 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -304986.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304997.281250 Penalty: 3736.446777
	Iteration 26Q: 3 clusters Score -304997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305003.718750 Penalty: 3736.446777
	Iteration 27Q: 3 clusters Score -305003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305006.812500 Penalty: 3736.446777
	Iteration 28Q: 3 clusters Score -305006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305008.062500 Penalty: 3736.446777
	Iteration 29Q: 3 clusters Score -305008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305009.781250 Penalty: 3736.446777
	Iteration 30Q: 3 clusters Score -305009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305013.875000 Penalty: 3736.446777
	Iteration 31Q: 3 clusters Score -305013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305015.406250 Penalty: 3736.446777
	Iteration 32Q: 3 clusters Score -305015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305018.125000 Penalty: 3736.446777
	Iteration 33Q: 3 clusters Score -305018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305018.781250 Penalty: 3736.446777
	Iteration 34Q: 3 clusters Score -305018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305020.718750 Penalty: 3736.446777
	Iteration 35Q: 3 clusters Score -305020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -305021.750000 Penalty: 3736.446777
	Iteration 36Q: 3 clusters Score -305021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305022.687500 Penalty: 3736.446777
	Iteration 37Q: 3 clusters Score -305022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305022.687500 Penalty: 3736.446777
	Iteration 38F: 3 clusters Score -305022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Entering Unmasked Estep 
Score: -1424702.750000 Penalty: 2317.874512
	Iteration 0F: 2 clusters Score -1424703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1416103.625000 Penalty: 4635.749023
	Iteration 0F: 3 clusters Score -1416104 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1418603.125000 Penalty: 4635.749023
	Iteration 1F: 3 clusters Score -1418603 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1418919.250000 Penalty: 4635.749023
	Iteration 2F: 3 clusters Score -1418919 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1419163.000000 Penalty: 4635.749023
	Iteration 3Q: 3 clusters Score -1419163 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1419333.125000 Penalty: 4635.749023
	Iteration 4Q: 3 clusters Score -1419333 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1419491.500000 Penalty: 4635.749023
	Iteration 5Q: 3 clusters Score -1419492 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1419625.000000 Penalty: 4635.749023
	Iteration 6Q: 3 clusters Score -1419625 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1419739.750000 Penalty: 4635.749023
	Iteration 7Q: 3 clusters Score -1419740 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1419846.750000 Penalty: 4635.749023
	Iteration 8Q: 3 clusters Score -1419847 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1419948.500000 Penalty: 4635.749023
	Iteration 9Q: 3 clusters Score -1419948 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1420060.625000 Penalty: 4635.749023
	Iteration 10Q: 3 clusters Score -1420061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1420153.125000 Penalty: 4635.749023
	Iteration 11Q: 3 clusters Score -1420153 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1420279.125000 Penalty: 4635.749023
	Iteration 12Q: 3 clusters Score -1420279 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1420390.875000 Penalty: 4635.749023
	Iteration 13Q: 3 clusters Score -1420391 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1420502.125000 Penalty: 4635.749023
	Iteration 14Q: 3 clusters Score -1420502 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1420630.625000 Penalty: 4635.749023
	Iteration 15Q: 3 clusters Score -1420631 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1420765.625000 Penalty: 4635.749023
	Iteration 16Q: 3 clusters Score -1420766 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1420914.500000 Penalty: 4635.749023
	Iteration 17Q: 3 clusters Score -1420914 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1421101.875000 Penalty: 4635.749023
	Iteration 18Q: 3 clusters Score -1421102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1421300.375000 Penalty: 4635.749023
	Iteration 19Q: 3 clusters Score -1421300 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1421500.375000 Penalty: 4635.749023
	Iteration 20F: 3 clusters Score -1421500 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1421694.125000 Penalty: 4635.749023
	Iteration 21Q: 3 clusters Score -1421694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1421887.500000 Penalty: 4635.749023
	Iteration 22Q: 3 clusters Score -1421888 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1422061.625000 Penalty: 4635.749023
	Iteration 23Q: 3 clusters Score -1422062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1422197.750000 Penalty: 4635.749023
	Iteration 24Q: 3 clusters Score -1422198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1422289.375000 Penalty: 4635.749023
	Iteration 25Q: 3 clusters Score -1422289 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1422366.250000 Penalty: 4635.749023
	Iteration 26Q: 3 clusters Score -1422366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1422421.625000 Penalty: 4635.749023
	Iteration 27Q: 3 clusters Score -1422422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1422455.375000 Penalty: 4635.749023
	Iteration 28Q: 3 clusters Score -1422455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1422494.000000 Penalty: 4635.749023
	Iteration 29Q: 3 clusters Score -1422494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1422520.875000 Penalty: 4635.749023
	Iteration 30Q: 3 clusters Score -1422521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1422545.000000 Penalty: 4635.749023
	Iteration 31Q: 3 clusters Score -1422545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1422566.625000 Penalty: 4635.749023
	Iteration 32Q: 3 clusters Score -1422567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1422586.000000 Penalty: 4635.749023
	Iteration 33Q: 3 clusters Score -1422586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1422598.750000 Penalty: 4635.749023
	Iteration 34Q: 3 clusters Score -1422599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1422618.000000 Penalty: 4635.749023
	Iteration 35Q: 3 clusters Score -1422618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1422634.875000 Penalty: 4635.749023
	Iteration 36Q: 3 clusters Score -1422635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1422650.625000 Penalty: 4635.749023
	Iteration 37Q: 3 clusters Score -1422651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1422665.000000 Penalty: 4635.749023
	Iteration 38Q: 3 clusters Score -1422665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1422682.125000 Penalty: 4635.749023
	Iteration 39Q: 3 clusters Score -1422682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1422690.625000 Penalty: 4635.749023
	Iteration 40F: 3 clusters Score -1422691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1422695.250000 Penalty: 4635.749023
	Iteration 41Q: 3 clusters Score -1422695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1422697.250000 Penalty: 4635.749023
	Iteration 42Q: 3 clusters Score -1422697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1422698.250000 Penalty: 4635.749023
	Iteration 43Q: 3 clusters Score -1422698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1422701.625000 Penalty: 4635.749023
	Iteration 44Q: 3 clusters Score -1422702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1422704.125000 Penalty: 4635.749023
	Iteration 45Q: 3 clusters Score -1422704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1422705.125000 Penalty: 4635.749023
	Iteration 46Q: 3 clusters Score -1422705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1422703.875000 Penalty: 4635.749023
	Iteration 47Q: 3 clusters Score -1422704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1422703.625000 Penalty: 4635.749023
	Iteration 48Q: 3 clusters Score -1422704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1422703.625000 Penalty: 4635.749023
	Iteration 49F: 3 clusters Score -1422704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (12425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Entering Unmasked Estep 
Score: -1555237.125000 Penalty: 2338.011475
	Iteration 0F: 2 clusters Score -1555237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1546065.125000 Penalty: 4676.022949
	Iteration 0F: 3 clusters Score -1546065 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1548793.500000 Penalty: 4676.022949
	Iteration 1F: 3 clusters Score -1548794 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1549118.250000 Penalty: 4676.022949
	Iteration 2F: 3 clusters Score -1549118 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1549358.375000 Penalty: 4676.022949
	Iteration 3Q: 3 clusters Score -1549358 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1549526.500000 Penalty: 4676.022949
	Iteration 4Q: 3 clusters Score -1549526 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1549666.500000 Penalty: 4676.022949
	Iteration 5Q: 3 clusters Score -1549666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1549763.250000 Penalty: 4676.022949
	Iteration 6Q: 3 clusters Score -1549763 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1549846.125000 Penalty: 4676.022949
	Iteration 7Q: 3 clusters Score -1549846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1549917.250000 Penalty: 4676.022949
	Iteration 8Q: 3 clusters Score -1549917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1550000.500000 Penalty: 4676.022949
	Iteration 9Q: 3 clusters Score -1550000 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1550085.625000 Penalty: 4676.022949
	Iteration 10Q: 3 clusters Score -1550086 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1550178.875000 Penalty: 4676.022949
	Iteration 11Q: 3 clusters Score -1550179 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1550296.125000 Penalty: 4676.022949
	Iteration 12Q: 3 clusters Score -1550296 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1550437.375000 Penalty: 4676.022949
	Iteration 13Q: 3 clusters Score -1550437 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1550617.375000 Penalty: 4676.022949
	Iteration 14Q: 3 clusters Score -1550617 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1550819.125000 Penalty: 4676.022949
	Iteration 15Q: 3 clusters Score -1550819 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1551033.000000 Penalty: 4676.022949
	Iteration 16Q: 3 clusters Score -1551033 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1551268.750000 Penalty: 4676.022949
	Iteration 17Q: 3 clusters Score -1551269 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1551508.625000 Penalty: 4676.022949
	Iteration 18Q: 3 clusters Score -1551509 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1551764.625000 Penalty: 4676.022949
	Iteration 19Q: 3 clusters Score -1551765 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1551975.375000 Penalty: 4676.022949
	Iteration 20F: 3 clusters Score -1551975 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1552162.125000 Penalty: 4676.022949
	Iteration 21Q: 3 clusters Score -1552162 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1552350.250000 Penalty: 4676.022949
	Iteration 22Q: 3 clusters Score -1552350 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1552501.000000 Penalty: 4676.022949
	Iteration 23Q: 3 clusters Score -1552501 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1552616.125000 Penalty: 4676.022949
	Iteration 24Q: 3 clusters Score -1552616 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1552721.250000 Penalty: 4676.022949
	Iteration 25Q: 3 clusters Score -1552721 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1552827.000000 Penalty: 4676.022949
	Iteration 26Q: 3 clusters Score -1552827 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1552920.250000 Penalty: 4676.022949
	Iteration 27Q: 3 clusters Score -1552920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1553003.125000 Penalty: 4676.022949
	Iteration 28Q: 3 clusters Score -1553003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1553057.750000 Penalty: 4676.022949
	Iteration 29Q: 3 clusters Score -1553058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1553107.250000 Penalty: 4676.022949
	Iteration 30Q: 3 clusters Score -1553107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1553137.875000 Penalty: 4676.022949
	Iteration 31Q: 3 clusters Score -1553138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1553168.250000 Penalty: 4676.022949
	Iteration 32Q: 3 clusters Score -1553168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1553190.000000 Penalty: 4676.022949
	Iteration 33Q: 3 clusters Score -1553190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1553206.625000 Penalty: 4676.022949
	Iteration 34Q: 3 clusters Score -1553207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1553212.250000 Penalty: 4676.022949
	Iteration 35Q: 3 clusters Score -1553212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1553220.500000 Penalty: 4676.022949
	Iteration 36Q: 3 clusters Score -1553220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1553224.875000 Penalty: 4676.022949
	Iteration 37Q: 3 clusters Score -1553225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1553227.250000 Penalty: 4676.022949
	Iteration 38Q: 3 clusters Score -1553227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1553234.750000 Penalty: 4676.022949
	Iteration 39Q: 3 clusters Score -1553235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1553239.875000 Penalty: 4676.022949
	Iteration 40F: 3 clusters Score -1553240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1553243.500000 Penalty: 4676.022949
	Iteration 41Q: 3 clusters Score -1553244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1553245.000000 Penalty: 4676.022949
	Iteration 42Q: 3 clusters Score -1553245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1553247.875000 Penalty: 4676.022949
	Iteration 43Q: 3 clusters Score -1553248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1553250.625000 Penalty: 4676.022949
	Iteration 44Q: 3 clusters Score -1553251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1553250.500000 Penalty: 4676.022949
	Iteration 45Q: 3 clusters Score -1553250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1553252.375000 Penalty: 4676.022949
	Iteration 46Q: 3 clusters Score -1553252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1553257.375000 Penalty: 4676.022949
	Iteration 47Q: 3 clusters Score -1553257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1553257.875000 Penalty: 4676.022949
	Iteration 48Q: 3 clusters Score -1553258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1553261.750000 Penalty: 4676.022949
	Iteration 49Q: 3 clusters Score -1553262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1553262.000000 Penalty: 4676.022949
	Iteration 50Q: 3 clusters Score -1553262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1553261.250000 Penalty: 4676.022949
	Iteration 51Q: 3 clusters Score -1553261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1553261.125000 Penalty: 4676.022949
	Iteration 52Q: 3 clusters Score -1553261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1553262.625000 Penalty: 4676.022949
	Iteration 53Q: 3 clusters Score -1553263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1553263.375000 Penalty: 4676.022949
	Iteration 54Q: 3 clusters Score -1553263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1553264.125000 Penalty: 4676.022949
	Iteration 55Q: 3 clusters Score -1553264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1553265.125000 Penalty: 4676.022949
	Iteration 56Q: 3 clusters Score -1553265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1553267.625000 Penalty: 4676.022949
	Iteration 57Q: 3 clusters Score -1553268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1553269.500000 Penalty: 4676.022949
	Iteration 58Q: 3 clusters Score -1553270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1553270.500000 Penalty: 4676.022949
	Iteration 59Q: 3 clusters Score -1553270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1553271.125000 Penalty: 4676.022949
	Iteration 60F: 3 clusters Score -1553271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1553273.000000 Penalty: 4676.022949
	Iteration 61Q: 3 clusters Score -1553273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1553274.000000 Penalty: 4676.022949
	Iteration 62Q: 3 clusters Score -1553274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1553276.000000 Penalty: 4676.022949
	Iteration 63Q: 3 clusters Score -1553276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1553276.000000 Penalty: 4676.022949
	Iteration 64F: 3 clusters Score -1553276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -237030.656250 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -237030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -234783.421875 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -234783.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -235523.921875 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -235523.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -236008.406250 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -236008.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -236326.265625 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -236326.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -236520.406250 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -236520.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -236685.359375 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -236685.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -236737.171875 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -236737.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -236775.937500 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -236775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -236800.734375 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -236800.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -236827.468750 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -236827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -236836.890625 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -236836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -236843.625000 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -236843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -236846.078125 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -236846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -236846.078125 Penalty: 3639.120605
	Iteration 13F: 3 clusters Score -236846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -262315.437500 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -262315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -259525.296875 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -259525.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260041.828125 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -260041.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -260184.921875 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -260184.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -260301.625000 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -260301.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260413.093750 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -260413.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260548.406250 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -260548.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260634.437500 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -260634.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -260692.609375 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -260692.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -260744.546875 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -260744.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260774.593750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -260774.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260804.734375 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -260804.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -260841.328125 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -260841.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -260872.796875 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -260872.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -260906.468750 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -260906.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260930.375000 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -260930.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -260950.406250 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -260950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -260967.484375 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -260967.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -260981.140625 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -260981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261002.000000 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -261002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261024.593750 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -261024.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261051.968750 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -261052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -261074.562500 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -261074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261104.703125 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -261104.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -261147.703125 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -261147.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -261185.328125 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -261185.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -261230.281250 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -261230.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261313.156250 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -261313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261407.265625 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -261407.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261479.593750 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -261479.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -261526.843750 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -261526.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -261566.750000 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -261566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -261608.750000 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -261608.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -261630.203125 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -261630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261649.015625 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -261649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -261680.203125 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -261680.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -261735.796875 Penalty: 3823.148926
	Iteration 35Q: 3 clusters Score -261735.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -261800.921875 Penalty: 3823.148926
	Iteration 36Q: 3 clusters Score -261800.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261821.156250 Penalty: 3823.148926
	Iteration 37Q: 3 clusters Score -261821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -261826.375000 Penalty: 3823.148926
	Iteration 38Q: 3 clusters Score -261826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261827.218750 Penalty: 3823.148926
	Iteration 39Q: 3 clusters Score -261827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261827.375000 Penalty: 3823.148926
	Iteration 40F: 3 clusters Score -261827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -877119.500000 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -877119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -871299.250000 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -871299.2 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -872853.250000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -872853.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -873093.250000 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -873093.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -873230.812500 Penalty: 4397.544434
	Iteration 3Q: 3 clusters Score -873230.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -873332.062500 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -873332.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -873414.750000 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -873414.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -873489.000000 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -873489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -873547.500000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -873547.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -873595.375000 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -873595.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -873651.312500 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -873651.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -873697.125000 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -873697.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -873736.000000 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -873736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -873790.187500 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -873790.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -873840.312500 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -873840.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -873896.062500 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -873896.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -873938.375000 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -873938.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -873985.125000 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -873985.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -874032.500000 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -874032.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -874080.750000 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -874080.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -874135.500000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -874135.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -874197.375000 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -874197.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -874266.937500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -874266.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -874333.687500 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -874333.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -874397.875000 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -874397.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -874470.500000 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -874470.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -874544.125000 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -874544.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -874613.937500 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -874613.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -874672.000000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -874672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -874717.437500 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -874717.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -874771.437500 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -874771.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -874815.375000 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -874815.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -874864.500000 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -874864.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -874908.500000 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -874908.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -874949.187500 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -874949.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -874983.312500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -874983.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -875017.000000 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -875017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -875044.187500 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -875044.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -875065.000000 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -875065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -875075.500000 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -875075.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -875088.875000 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -875088.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -875098.937500 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -875098.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -875109.125000 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -875109.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -875120.062500 Penalty: 4397.544434
	Iteration 42Q: 3 clusters Score -875120.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -875129.500000 Penalty: 4397.544434
	Iteration 43Q: 3 clusters Score -875129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -875136.375000 Penalty: 4397.544434
	Iteration 44Q: 3 clusters Score -875136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -875143.562500 Penalty: 4397.544434
	Iteration 45Q: 3 clusters Score -875143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -875150.125000 Penalty: 4397.544434
	Iteration 46Q: 3 clusters Score -875150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -875154.500000 Penalty: 4397.544434
	Iteration 47Q: 3 clusters Score -875154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -875159.375000 Penalty: 4397.544434
	Iteration 48Q: 3 clusters Score -875159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -875165.000000 Penalty: 4397.544434
	Iteration 49Q: 3 clusters Score -875165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -875164.937500 Penalty: 4397.544434
	Iteration 50Q: 3 clusters Score -875164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -875168.312500 Penalty: 4397.544434
	Iteration 51Q: 3 clusters Score -875168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -875170.062500 Penalty: 4397.544434
	Iteration 52Q: 3 clusters Score -875170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -875171.250000 Penalty: 4397.544434
	Iteration 53Q: 3 clusters Score -875171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -875175.062500 Penalty: 4397.544434
	Iteration 54Q: 3 clusters Score -875175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -875176.562500 Penalty: 4397.544434
	Iteration 55Q: 3 clusters Score -875176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -875178.625000 Penalty: 4397.544434
	Iteration 56Q: 3 clusters Score -875178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -875182.125000 Penalty: 4397.544434
	Iteration 57Q: 3 clusters Score -875182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -875183.437500 Penalty: 4397.544434
	Iteration 58Q: 3 clusters Score -875183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -875186.500000 Penalty: 4397.544434
	Iteration 59Q: 3 clusters Score -875186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -875185.312500 Penalty: 4397.544434
	Iteration 60F: 3 clusters Score -875185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (17767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Entering Unmasked Estep 
Score: -2195134.000000 Penalty: 2426.704346
	Iteration 0F: 2 clusters Score -2195134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2182517.250000 Penalty: 4853.408691
	Iteration 0F: 3 clusters Score -2182517 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2186573.500000 Penalty: 4853.408691
	Iteration 1F: 3 clusters Score -2186574 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2186988.000000 Penalty: 4853.408691
	Iteration 2F: 3 clusters Score -2186988 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2187348.000000 Penalty: 4853.408691
	Iteration 3Q: 3 clusters Score -2187348 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2187724.500000 Penalty: 4853.408691
	Iteration 4Q: 3 clusters Score -2187724 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2188116.500000 Penalty: 4853.408691
	Iteration 5Q: 3 clusters Score -2188116 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2188571.250000 Penalty: 4853.408691
	Iteration 6Q: 3 clusters Score -2188571 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2189054.000000 Penalty: 4853.408691
	Iteration 7Q: 3 clusters Score -2189054 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2189625.750000 Penalty: 4853.408691
	Iteration 8Q: 3 clusters Score -2189626 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2190306.250000 Penalty: 4853.408691
	Iteration 9F: 3 clusters Score -2190306 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2191040.000000 Penalty: 4853.408691
	Iteration 10F: 3 clusters Score -2191040 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2191734.500000 Penalty: 4853.408691
	Iteration 11Q: 3 clusters Score -2191734 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2192302.250000 Penalty: 4853.408691
	Iteration 12Q: 3 clusters Score -2192302 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2192624.000000 Penalty: 4853.408691
	Iteration 13Q: 3 clusters Score -2192624 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2192796.250000 Penalty: 4853.408691
	Iteration 14Q: 3 clusters Score -2192796 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2192921.750000 Penalty: 4853.408691
	Iteration 15Q: 3 clusters Score -2192922 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2193014.250000 Penalty: 4853.408691
	Iteration 16Q: 3 clusters Score -2193014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2193080.000000 Penalty: 4853.408691
	Iteration 17Q: 3 clusters Score -2193080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2193127.750000 Penalty: 4853.408691
	Iteration 18Q: 3 clusters Score -2193128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2193160.750000 Penalty: 4853.408691
	Iteration 19Q: 3 clusters Score -2193161 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2193187.000000 Penalty: 4853.408691
	Iteration 20F: 3 clusters Score -2193187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2193200.500000 Penalty: 4853.408691
	Iteration 21Q: 3 clusters Score -2193200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2193224.750000 Penalty: 4853.408691
	Iteration 22Q: 3 clusters Score -2193225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2193233.750000 Penalty: 4853.408691
	Iteration 23Q: 3 clusters Score -2193234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2193235.750000 Penalty: 4853.408691
	Iteration 24Q: 3 clusters Score -2193236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2193240.250000 Penalty: 4853.408691
	Iteration 25Q: 3 clusters Score -2193240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2193245.250000 Penalty: 4853.408691
	Iteration 26Q: 3 clusters Score -2193245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2193251.500000 Penalty: 4853.408691
	Iteration 27Q: 3 clusters Score -2193252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2193264.250000 Penalty: 4853.408691
	Iteration 28Q: 3 clusters Score -2193264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2193269.500000 Penalty: 4853.408691
	Iteration 29Q: 3 clusters Score -2193270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2193274.250000 Penalty: 4853.408691
	Iteration 30Q: 3 clusters Score -2193274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2193288.750000 Penalty: 4853.408691
	Iteration 31Q: 3 clusters Score -2193289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2193302.750000 Penalty: 4853.408691
	Iteration 32Q: 3 clusters Score -2193303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2193303.500000 Penalty: 4853.408691
	Iteration 33Q: 3 clusters Score -2193304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2193314.250000 Penalty: 4853.408691
	Iteration 34Q: 3 clusters Score -2193314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2193316.750000 Penalty: 4853.408691
	Iteration 35Q: 3 clusters Score -2193317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2193318.500000 Penalty: 4853.408691
	Iteration 36Q: 3 clusters Score -2193318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2193335.500000 Penalty: 4853.408691
	Iteration 37Q: 3 clusters Score -2193336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2193345.250000 Penalty: 4853.408691
	Iteration 38Q: 3 clusters Score -2193345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2193349.250000 Penalty: 4853.408691
	Iteration 39Q: 3 clusters Score -2193349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2193362.000000 Penalty: 4853.408691
	Iteration 40F: 3 clusters Score -2193362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2193363.000000 Penalty: 4853.408691
	Iteration 41Q: 3 clusters Score -2193363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2193368.500000 Penalty: 4853.408691
	Iteration 42Q: 3 clusters Score -2193368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2193374.000000 Penalty: 4853.408691
	Iteration 43Q: 3 clusters Score -2193374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2193378.750000 Penalty: 4853.408691
	Iteration 44Q: 3 clusters Score -2193379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2193378.750000 Penalty: 4853.408691
	Iteration 45Q: 3 clusters Score -2193379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2193377.500000 Penalty: 4853.408691
	Iteration 46Q: 3 clusters Score -2193378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2193380.000000 Penalty: 4853.408691
	Iteration 47Q: 3 clusters Score -2193380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2193382.750000 Penalty: 4853.408691
	Iteration 48Q: 3 clusters Score -2193383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2193386.000000 Penalty: 4853.408691
	Iteration 49Q: 3 clusters Score -2193386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2193391.250000 Penalty: 4853.408691
	Iteration 50Q: 3 clusters Score -2193391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2193392.000000 Penalty: 4853.408691
	Iteration 51Q: 3 clusters Score -2193392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2193388.500000 Penalty: 4853.408691
	Iteration 52Q: 3 clusters Score -2193388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2193390.500000 Penalty: 4853.408691
	Iteration 53Q: 3 clusters Score -2193390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2193394.750000 Penalty: 4853.408691
	Iteration 54Q: 3 clusters Score -2193395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2193395.000000 Penalty: 4853.408691
	Iteration 55Q: 3 clusters Score -2193395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2193397.250000 Penalty: 4853.408691
	Iteration 56Q: 3 clusters Score -2193397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2193404.000000 Penalty: 4853.408691
	Iteration 57Q: 3 clusters Score -2193404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2193404.000000 Penalty: 4853.408691
	Iteration 58Q: 3 clusters Score -2193404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2193403.500000 Penalty: 4853.408691
	Iteration 59Q: 3 clusters Score -2193404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2193401.000000 Penalty: 4853.408691
	Iteration 60F: 3 clusters Score -2193401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2193402.000000 Penalty: 4853.408691
	Iteration 61Q: 3 clusters Score -2193402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2193400.250000 Penalty: 4853.408691
	Iteration 62Q: 3 clusters Score -2193400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2193400.500000 Penalty: 4853.408691
	Iteration 63Q: 3 clusters Score -2193400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2193403.750000 Penalty: 4853.408691
	Iteration 64Q: 3 clusters Score -2193404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2193408.250000 Penalty: 4853.408691
	Iteration 65Q: 3 clusters Score -2193408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2193403.000000 Penalty: 4853.408691
	Iteration 66Q: 3 clusters Score -2193403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2193403.000000 Penalty: 4853.408691
	Iteration 67Q: 3 clusters Score -2193403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2193405.000000 Penalty: 4853.408691
	Iteration 68Q: 3 clusters Score -2193405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2193402.250000 Penalty: 4853.408691
	Iteration 69Q: 3 clusters Score -2193402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2193401.000000 Penalty: 4853.408691
	Iteration 70Q: 3 clusters Score -2193401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2193404.750000 Penalty: 4853.408691
	Iteration 71Q: 3 clusters Score -2193405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2193405.500000 Penalty: 4853.408691
	Iteration 72Q: 3 clusters Score -2193406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2193405.750000 Penalty: 4853.408691
	Iteration 73Q: 3 clusters Score -2193406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2193403.250000 Penalty: 4853.408691
	Iteration 74Q: 3 clusters Score -2193403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2193405.750000 Penalty: 4853.408691
	Iteration 75Q: 3 clusters Score -2193406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2193404.500000 Penalty: 4853.408691
	Iteration 76Q: 3 clusters Score -2193404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2193407.250000 Penalty: 4853.408691
	Iteration 77Q: 3 clusters Score -2193407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2193406.500000 Penalty: 4853.408691
	Iteration 78Q: 3 clusters Score -2193406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2193403.000000 Penalty: 4853.408691
	Iteration 79Q: 3 clusters Score -2193403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2193408.500000 Penalty: 4853.408691
	Iteration 80F: 3 clusters Score -2193408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2193410.250000 Penalty: 4853.408691
	Iteration 81Q: 3 clusters Score -2193410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2193412.250000 Penalty: 4853.408691
	Iteration 82Q: 3 clusters Score -2193412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2193409.750000 Penalty: 4853.408691
	Iteration 83Q: 3 clusters Score -2193410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2193413.500000 Penalty: 4853.408691
	Iteration 84Q: 3 clusters Score -2193414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2193414.000000 Penalty: 4853.408691
	Iteration 85Q: 3 clusters Score -2193414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2193414.000000 Penalty: 4853.408691
	Iteration 86F: 3 clusters Score -2193414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -668173.000000 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -668173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -663399.375000 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -663399.4 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -664504.375000 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -664504.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -664719.875000 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -664719.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -664882.062500 Penalty: 4264.899902
	Iteration 3F: 3 clusters Score -664882.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -665001.812500 Penalty: 4264.899902
	Iteration 4Q: 3 clusters Score -665001.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -665127.062500 Penalty: 4264.899902
	Iteration 5Q: 3 clusters Score -665127.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -665283.250000 Penalty: 4264.899902
	Iteration 6Q: 3 clusters Score -665283.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -665426.875000 Penalty: 4264.899902
	Iteration 7Q: 3 clusters Score -665426.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -665558.625000 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -665558.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665681.625000 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -665681.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -665808.375000 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -665808.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -665918.687500 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -665918.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -666013.125000 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -666013.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -666136.437500 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -666136.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -666262.937500 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -666262.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -666407.625000 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -666407.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -666571.937500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -666571.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -666742.937500 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -666742.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -666869.062500 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -666869.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -666940.187500 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -666940.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -666994.500000 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -666994.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -667054.437500 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -667054.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -667125.437500 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -667125.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -667182.687500 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -667182.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -667246.625000 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -667246.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -667286.625000 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -667286.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -667309.500000 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -667309.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -667320.312500 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -667320.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -667334.375000 Penalty: 4264.899902
	Iteration 28Q: 3 clusters Score -667334.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -667346.000000 Penalty: 4264.899902
	Iteration 29Q: 3 clusters Score -667346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -667361.437500 Penalty: 4264.899902
	Iteration 30Q: 3 clusters Score -667361.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -667375.375000 Penalty: 4264.899902
	Iteration 31Q: 3 clusters Score -667375.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -667385.187500 Penalty: 4264.899902
	Iteration 32Q: 3 clusters Score -667385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -667393.437500 Penalty: 4264.899902
	Iteration 33Q: 3 clusters Score -667393.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -667404.062500 Penalty: 4264.899902
	Iteration 34Q: 3 clusters Score -667404.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -667408.375000 Penalty: 4264.899902
	Iteration 35Q: 3 clusters Score -667408.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -667413.125000 Penalty: 4264.899902
	Iteration 36Q: 3 clusters Score -667413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -667414.875000 Penalty: 4264.899902
	Iteration 37Q: 3 clusters Score -667414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -667416.250000 Penalty: 4264.899902
	Iteration 38Q: 3 clusters Score -667416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -667417.437500 Penalty: 4264.899902
	Iteration 39Q: 3 clusters Score -667417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -667418.875000 Penalty: 4264.899902
	Iteration 40F: 3 clusters Score -667418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -667419.562500 Penalty: 4264.899902
	Iteration 41Q: 3 clusters Score -667419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -667422.750000 Penalty: 4264.899902
	Iteration 42Q: 3 clusters Score -667422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -667427.562500 Penalty: 4264.899902
	Iteration 43Q: 3 clusters Score -667427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -667429.875000 Penalty: 4264.899902
	Iteration 44Q: 3 clusters Score -667429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -667433.250000 Penalty: 4264.899902
	Iteration 45Q: 3 clusters Score -667433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -667435.750000 Penalty: 4264.899902
	Iteration 46Q: 3 clusters Score -667435.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -667440.812500 Penalty: 4264.899902
	Iteration 47Q: 3 clusters Score -667440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -667445.437500 Penalty: 4264.899902
	Iteration 48Q: 3 clusters Score -667445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -667453.562500 Penalty: 4264.899902
	Iteration 49Q: 3 clusters Score -667453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -667460.687500 Penalty: 4264.899902
	Iteration 50Q: 3 clusters Score -667460.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -667466.125000 Penalty: 4264.899902
	Iteration 51Q: 3 clusters Score -667466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -667472.375000 Penalty: 4264.899902
	Iteration 52Q: 3 clusters Score -667472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -667480.062500 Penalty: 4264.899902
	Iteration 53Q: 3 clusters Score -667480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -667488.375000 Penalty: 4264.899902
	Iteration 54Q: 3 clusters Score -667488.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -667495.875000 Penalty: 4264.899902
	Iteration 55Q: 3 clusters Score -667495.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -667507.500000 Penalty: 4264.899902
	Iteration 56Q: 3 clusters Score -667507.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -667516.187500 Penalty: 4264.899902
	Iteration 57Q: 3 clusters Score -667516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -667525.812500 Penalty: 4264.899902
	Iteration 58Q: 3 clusters Score -667525.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -667537.062500 Penalty: 4264.899902
	Iteration 59Q: 3 clusters Score -667537.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -667549.875000 Penalty: 4264.899902
	Iteration 60F: 3 clusters Score -667549.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -667566.750000 Penalty: 4264.899902
	Iteration 61Q: 3 clusters Score -667566.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -667592.375000 Penalty: 4264.899902
	Iteration 62Q: 3 clusters Score -667592.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -667613.562500 Penalty: 4264.899902
	Iteration 63Q: 3 clusters Score -667613.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -667645.937500 Penalty: 4264.899902
	Iteration 64Q: 3 clusters Score -667645.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -667683.750000 Penalty: 4264.899902
	Iteration 65Q: 3 clusters Score -667683.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -667738.937500 Penalty: 4264.899902
	Iteration 66Q: 3 clusters Score -667738.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -667785.125000 Penalty: 4264.899902
	Iteration 67Q: 3 clusters Score -667785.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -667842.000000 Penalty: 4264.899902
	Iteration 68Q: 3 clusters Score -667842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -667902.375000 Penalty: 4264.899902
	Iteration 69Q: 3 clusters Score -667902.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -667960.500000 Penalty: 4264.899902
	Iteration 70Q: 3 clusters Score -667960.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -668032.250000 Penalty: 4264.899902
	Iteration 71Q: 3 clusters Score -668032.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -668098.937500 Penalty: 4264.899902
	Iteration 72Q: 3 clusters Score -668098.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -668160.625000 Penalty: 4264.899902
	Iteration 73Q: 3 clusters Score -668160.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -668198.625000 Penalty: 4264.899902
	Iteration 74Q: 3 clusters Score -668198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -668248.500000 Penalty: 4264.899902
	Iteration 75Q: 3 clusters Score -668248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -668268.000000 Penalty: 4264.899902
	Iteration 76Q: 3 clusters Score -668268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -668299.875000 Penalty: 4264.899902
	Iteration 77Q: 3 clusters Score -668299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -668318.437500 Penalty: 4264.899902
	Iteration 78Q: 3 clusters Score -668318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -668324.250000 Penalty: 4264.899902
	Iteration 79Q: 3 clusters Score -668324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -668381.687500 Penalty: 4264.899902
	Iteration 80F: 3 clusters Score -668381.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -668411.062500 Penalty: 4264.899902
	Iteration 81Q: 3 clusters Score -668411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -668414.562500 Penalty: 4264.899902
	Iteration 82Q: 3 clusters Score -668414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -668416.937500 Penalty: 4264.899902
	Iteration 83Q: 3 clusters Score -668416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -668417.062500 Penalty: 4264.899902
	Iteration 84Q: 3 clusters Score -668417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -668417.062500 Penalty: 4264.899902
	Iteration 85F: 3 clusters Score -668417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 3168 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 2256 members 
Entering Unmasked Estep 
Score: -134500384.000000 Penalty: 241698.718750
Splitting cluster 60 changes total score from -134501248.000000 to -134500384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -328265.562500 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -328265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -325216.312500 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -325216.3 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -325852.906250 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -325852.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326082.406250 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -326082.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326216.000000 Penalty: 3915.026611
	Iteration 3F: 3 clusters Score -326216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -326317.937500 Penalty: 3915.026611
	Iteration 4Q: 3 clusters Score -326317.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -326417.031250 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -326417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326497.500000 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -326497.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -326567.375000 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -326567.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326625.562500 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -326625.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -326674.062500 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -326674.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -326700.812500 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -326700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326722.937500 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -326722.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -326735.312500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -326735.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -326748.468750 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -326748.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -326756.593750 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -326756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -326764.031250 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -326764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -326768.156250 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -326768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -326772.125000 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -326772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326773.906250 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -326773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326775.562500 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -326775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326775.562500 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -326775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -38299.382812 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -38299.38 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 198 members 
Entering Unmasked Estep 
Score: -37013.054688 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -37013.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37248.347656 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -37248.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37302.218750 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -37302.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37325.500000 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -37325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37372.042969 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -37372.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37385.578125 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -37385.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37391.527344 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -37391.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37394.406250 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -37394.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37397.117188 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -37397.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37397.117188 Penalty: 2956.658691
	Iteration 9F: 3 clusters Score -37397.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -347897.937500 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -347897.9 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 1358 members 
Entering Unmasked Estep 
Score: -344713.312500 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -344713.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -345341.187500 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -345341.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -345505.562500 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -345505.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -345598.718750 Penalty: 3936.406006
	Iteration 3F: 3 clusters Score -345598.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345661.906250 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -345661.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -345705.500000 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -345705.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -345732.843750 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -345732.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -345756.875000 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -345756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -345775.062500 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -345775.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -345787.937500 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -345787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -345799.625000 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -345799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -345812.250000 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -345812.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -345818.500000 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -345818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -345821.468750 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -345821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -345826.937500 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -345826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -345830.218750 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -345830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345834.968750 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -345835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345842.875000 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -345842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345852.281250 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -345852.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345863.343750 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -345863.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345875.781250 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -345875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345886.343750 Penalty: 3936.406006
	Iteration 21Q: 3 clusters Score -345886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -345890.875000 Penalty: 3936.406006
	Iteration 22Q: 3 clusters Score -345890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -345894.718750 Penalty: 3936.406006
	Iteration 23Q: 3 clusters Score -345894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -345903.562500 Penalty: 3936.406006
	Iteration 24Q: 3 clusters Score -345903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -345908.343750 Penalty: 3936.406006
	Iteration 25Q: 3 clusters Score -345908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -345911.562500 Penalty: 3936.406006
	Iteration 26Q: 3 clusters Score -345911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -345915.468750 Penalty: 3936.406006
	Iteration 27Q: 3 clusters Score -345915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -345917.000000 Penalty: 3936.406006
	Iteration 28Q: 3 clusters Score -345917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -345918.281250 Penalty: 3936.406006
	Iteration 29Q: 3 clusters Score -345918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -345922.093750 Penalty: 3936.406006
	Iteration 30Q: 3 clusters Score -345922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -345925.812500 Penalty: 3936.406006
	Iteration 31Q: 3 clusters Score -345925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -345929.593750 Penalty: 3936.406006
	Iteration 32Q: 3 clusters Score -345929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -345932.156250 Penalty: 3936.406006
	Iteration 33Q: 3 clusters Score -345932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -345935.281250 Penalty: 3936.406006
	Iteration 34Q: 3 clusters Score -345935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -345942.343750 Penalty: 3936.406006
	Iteration 35Q: 3 clusters Score -345942.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -345949.625000 Penalty: 3936.406006
	Iteration 36Q: 3 clusters Score -345949.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -345955.437500 Penalty: 3936.406006
	Iteration 37Q: 3 clusters Score -345955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -345961.500000 Penalty: 3936.406006
	Iteration 38Q: 3 clusters Score -345961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -345964.593750 Penalty: 3936.406006
	Iteration 39Q: 3 clusters Score -345964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -345966.625000 Penalty: 3936.406006
	Iteration 40F: 3 clusters Score -345966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -345970.000000 Penalty: 3936.406006
	Iteration 41Q: 3 clusters Score -345970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -345975.156250 Penalty: 3936.406006
	Iteration 42Q: 3 clusters Score -345975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -345980.500000 Penalty: 3936.406006
	Iteration 43Q: 3 clusters Score -345980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -345986.437500 Penalty: 3936.406006
	Iteration 44Q: 3 clusters Score -345986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -345988.406250 Penalty: 3936.406006
	Iteration 45Q: 3 clusters Score -345988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -345990.000000 Penalty: 3936.406006
	Iteration 46Q: 3 clusters Score -345990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -345992.031250 Penalty: 3936.406006
	Iteration 47Q: 3 clusters Score -345992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -345994.468750 Penalty: 3936.406006
	Iteration 48Q: 3 clusters Score -345994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -345995.968750 Penalty: 3936.406006
	Iteration 49Q: 3 clusters Score -345996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -345996.406250 Penalty: 3936.406006
	Iteration 50Q: 3 clusters Score -345996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -345997.062500 Penalty: 3936.406006
	Iteration 51Q: 3 clusters Score -345997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -345996.968750 Penalty: 3936.406006
	Iteration 52Q: 3 clusters Score -345997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -345996.968750 Penalty: 3936.406006
	Iteration 53F: 3 clusters Score -345997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -323862.343750 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -323862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -320792.843750 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -320792.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321376.000000 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -321376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -321519.781250 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -321519.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -321593.718750 Penalty: 3914.656250
	Iteration 3Q: 3 clusters Score -321593.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -321639.125000 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -321639.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -321664.406250 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -321664.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -321683.531250 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -321683.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321701.500000 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -321701.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -321718.781250 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -321718.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -321730.218750 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -321730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321739.468750 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -321739.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -321743.875000 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -321743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -321749.937500 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -321749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321756.968750 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -321757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321766.343750 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -321766.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -321777.375000 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -321777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -321783.343750 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -321783.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -321790.343750 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -321790.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -321798.562500 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -321798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -321807.812500 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -321807.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -321814.968750 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -321815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -321821.625000 Penalty: 3914.656250
	Iteration 21Q: 3 clusters Score -321821.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321829.593750 Penalty: 3914.656250
	Iteration 22Q: 3 clusters Score -321829.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321840.593750 Penalty: 3914.656250
	Iteration 23Q: 3 clusters Score -321840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -321847.812500 Penalty: 3914.656250
	Iteration 24Q: 3 clusters Score -321847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -321854.718750 Penalty: 3914.656250
	Iteration 25Q: 3 clusters Score -321854.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -321861.156250 Penalty: 3914.656250
	Iteration 26Q: 3 clusters Score -321861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -321872.031250 Penalty: 3914.656250
	Iteration 27Q: 3 clusters Score -321872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321880.625000 Penalty: 3914.656250
	Iteration 28Q: 3 clusters Score -321880.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321894.812500 Penalty: 3914.656250
	Iteration 29Q: 3 clusters Score -321894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -321906.406250 Penalty: 3914.656250
	Iteration 30Q: 3 clusters Score -321906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321913.968750 Penalty: 3914.656250
	Iteration 31Q: 3 clusters Score -321914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -321920.656250 Penalty: 3914.656250
	Iteration 32Q: 3 clusters Score -321920.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -321927.187500 Penalty: 3914.656250
	Iteration 33Q: 3 clusters Score -321927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -321931.906250 Penalty: 3914.656250
	Iteration 34Q: 3 clusters Score -321931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -321937.375000 Penalty: 3914.656250
	Iteration 35Q: 3 clusters Score -321937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -321940.968750 Penalty: 3914.656250
	Iteration 36Q: 3 clusters Score -321941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -321944.812500 Penalty: 3914.656250
	Iteration 37Q: 3 clusters Score -321944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -321949.687500 Penalty: 3914.656250
	Iteration 38Q: 3 clusters Score -321949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321953.812500 Penalty: 3914.656250
	Iteration 39Q: 3 clusters Score -321953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -321957.968750 Penalty: 3914.656250
	Iteration 40F: 3 clusters Score -321958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -321963.250000 Penalty: 3914.656250
	Iteration 41Q: 3 clusters Score -321963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321967.500000 Penalty: 3914.656250
	Iteration 42Q: 3 clusters Score -321967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321969.656250 Penalty: 3914.656250
	Iteration 43Q: 3 clusters Score -321969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321971.562500 Penalty: 3914.656250
	Iteration 44Q: 3 clusters Score -321971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -321972.500000 Penalty: 3914.656250
	Iteration 45Q: 3 clusters Score -321972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321973.093750 Penalty: 3914.656250
	Iteration 46Q: 3 clusters Score -321973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321973.562500 Penalty: 3914.656250
	Iteration 47Q: 3 clusters Score -321973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321973.718750 Penalty: 3914.656250
	Iteration 48Q: 3 clusters Score -321973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -321974.468750 Penalty: 3914.656250
	Iteration 49Q: 3 clusters Score -321974.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -321976.343750 Penalty: 3914.656250
	Iteration 50Q: 3 clusters Score -321976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -321976.812500 Penalty: 3914.656250
	Iteration 51Q: 3 clusters Score -321976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -321978.593750 Penalty: 3914.656250
	Iteration 52Q: 3 clusters Score -321978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321980.375000 Penalty: 3914.656250
	Iteration 53Q: 3 clusters Score -321980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -321983.218750 Penalty: 3914.656250
	Iteration 54Q: 3 clusters Score -321983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -321983.218750 Penalty: 3914.656250
	Iteration 55F: 3 clusters Score -321983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Entering Unmasked Estep 
Score: -1712658.375000 Penalty: 2365.778320
	Iteration 0F: 2 clusters Score -1712658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1702576.500000 Penalty: 4731.556641
	Iteration 0F: 3 clusters Score -1702576 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1705753.875000 Penalty: 4731.556641
	Iteration 1F: 3 clusters Score -1705754 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1706126.500000 Penalty: 4731.556641
	Iteration 2F: 3 clusters Score -1706126 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1706482.750000 Penalty: 4731.556641
	Iteration 3Q: 3 clusters Score -1706483 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1706854.125000 Penalty: 4731.556641
	Iteration 4Q: 3 clusters Score -1706854 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1707291.750000 Penalty: 4731.556641
	Iteration 5F: 3 clusters Score -1707292 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1707739.250000 Penalty: 4731.556641
	Iteration 6F: 3 clusters Score -1707739 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1708194.625000 Penalty: 4731.556641
	Iteration 7F: 3 clusters Score -1708195 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1708690.125000 Penalty: 4731.556641
	Iteration 8Q: 3 clusters Score -1708690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1709183.250000 Penalty: 4731.556641
	Iteration 9Q: 3 clusters Score -1709183 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1709685.000000 Penalty: 4731.556641
	Iteration 10Q: 3 clusters Score -1709685 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1710143.375000 Penalty: 4731.556641
	Iteration 11Q: 3 clusters Score -1710143 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1710407.500000 Penalty: 4731.556641
	Iteration 12Q: 3 clusters Score -1710408 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1710550.875000 Penalty: 4731.556641
	Iteration 13Q: 3 clusters Score -1710551 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1710627.125000 Penalty: 4731.556641
	Iteration 14Q: 3 clusters Score -1710627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1710663.375000 Penalty: 4731.556641
	Iteration 15Q: 3 clusters Score -1710663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1710690.125000 Penalty: 4731.556641
	Iteration 16Q: 3 clusters Score -1710690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1710720.125000 Penalty: 4731.556641
	Iteration 17Q: 3 clusters Score -1710720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1710732.125000 Penalty: 4731.556641
	Iteration 18Q: 3 clusters Score -1710732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1710741.000000 Penalty: 4731.556641
	Iteration 19Q: 3 clusters Score -1710741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1710754.000000 Penalty: 4731.556641
	Iteration 20F: 3 clusters Score -1710754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1710756.125000 Penalty: 4731.556641
	Iteration 21Q: 3 clusters Score -1710756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1710764.000000 Penalty: 4731.556641
	Iteration 22Q: 3 clusters Score -1710764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1710768.375000 Penalty: 4731.556641
	Iteration 23Q: 3 clusters Score -1710768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1710768.750000 Penalty: 4731.556641
	Iteration 24Q: 3 clusters Score -1710769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1710768.750000 Penalty: 4731.556641
	Iteration 25Q: 3 clusters Score -1710769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1710773.500000 Penalty: 4731.556641
	Iteration 26Q: 3 clusters Score -1710774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1710771.750000 Penalty: 4731.556641
	Iteration 27Q: 3 clusters Score -1710772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1710777.875000 Penalty: 4731.556641
	Iteration 28Q: 3 clusters Score -1710778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1710776.250000 Penalty: 4731.556641
	Iteration 29Q: 3 clusters Score -1710776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1710778.625000 Penalty: 4731.556641
	Iteration 30Q: 3 clusters Score -1710779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1710777.750000 Penalty: 4731.556641
	Iteration 31Q: 3 clusters Score -1710778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1710781.750000 Penalty: 4731.556641
	Iteration 32Q: 3 clusters Score -1710782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1710781.250000 Penalty: 4731.556641
	Iteration 33Q: 3 clusters Score -1710781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1710784.375000 Penalty: 4731.556641
	Iteration 34Q: 3 clusters Score -1710784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1710782.875000 Penalty: 4731.556641
	Iteration 35Q: 3 clusters Score -1710783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1710786.500000 Penalty: 4731.556641
	Iteration 36Q: 3 clusters Score -1710786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1710784.375000 Penalty: 4731.556641
	Iteration 37Q: 3 clusters Score -1710784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1710785.750000 Penalty: 4731.556641
	Iteration 38Q: 3 clusters Score -1710786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1710790.500000 Penalty: 4731.556641
	Iteration 39Q: 3 clusters Score -1710790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1710795.125000 Penalty: 4731.556641
	Iteration 40F: 3 clusters Score -1710795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1710802.125000 Penalty: 4731.556641
	Iteration 41Q: 3 clusters Score -1710802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1710801.250000 Penalty: 4731.556641
	Iteration 42Q: 3 clusters Score -1710801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1710800.375000 Penalty: 4731.556641
	Iteration 43Q: 3 clusters Score -1710800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1710806.125000 Penalty: 4731.556641
	Iteration 44Q: 3 clusters Score -1710806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1710811.250000 Penalty: 4731.556641
	Iteration 45Q: 3 clusters Score -1710811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1710809.500000 Penalty: 4731.556641
	Iteration 46Q: 3 clusters Score -1710810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1710812.875000 Penalty: 4731.556641
	Iteration 47Q: 3 clusters Score -1710813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1710819.125000 Penalty: 4731.556641
	Iteration 48Q: 3 clusters Score -1710819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1710822.750000 Penalty: 4731.556641
	Iteration 49Q: 3 clusters Score -1710823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1710835.000000 Penalty: 4731.556641
	Iteration 50Q: 3 clusters Score -1710835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1710841.125000 Penalty: 4731.556641
	Iteration 51Q: 3 clusters Score -1710841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1710847.875000 Penalty: 4731.556641
	Iteration 52Q: 3 clusters Score -1710848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1710851.500000 Penalty: 4731.556641
	Iteration 53Q: 3 clusters Score -1710852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1710862.500000 Penalty: 4731.556641
	Iteration 54Q: 3 clusters Score -1710862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1710863.750000 Penalty: 4731.556641
	Iteration 55Q: 3 clusters Score -1710864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1710866.250000 Penalty: 4731.556641
	Iteration 56Q: 3 clusters Score -1710866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1710877.625000 Penalty: 4731.556641
	Iteration 57Q: 3 clusters Score -1710878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1710885.125000 Penalty: 4731.556641
	Iteration 58Q: 3 clusters Score -1710885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1710886.750000 Penalty: 4731.556641
	Iteration 59Q: 3 clusters Score -1710887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1710903.875000 Penalty: 4731.556641
	Iteration 60F: 3 clusters Score -1710904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1710917.125000 Penalty: 4731.556641
	Iteration 61Q: 3 clusters Score -1710917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1710927.250000 Penalty: 4731.556641
	Iteration 62Q: 3 clusters Score -1710927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1710930.000000 Penalty: 4731.556641
	Iteration 63Q: 3 clusters Score -1710930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1710937.375000 Penalty: 4731.556641
	Iteration 64Q: 3 clusters Score -1710937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1710951.625000 Penalty: 4731.556641
	Iteration 65Q: 3 clusters Score -1710952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1710962.125000 Penalty: 4731.556641
	Iteration 66Q: 3 clusters Score -1710962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1710966.125000 Penalty: 4731.556641
	Iteration 67Q: 3 clusters Score -1710966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1710970.125000 Penalty: 4731.556641
	Iteration 68Q: 3 clusters Score -1710970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1710985.000000 Penalty: 4731.556641
	Iteration 69Q: 3 clusters Score -1710985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1710986.000000 Penalty: 4731.556641
	Iteration 70Q: 3 clusters Score -1710986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1710994.750000 Penalty: 4731.556641
	Iteration 71Q: 3 clusters Score -1710995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1711010.125000 Penalty: 4731.556641
	Iteration 72Q: 3 clusters Score -1711010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1711018.500000 Penalty: 4731.556641
	Iteration 73Q: 3 clusters Score -1711018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1711022.625000 Penalty: 4731.556641
	Iteration 74Q: 3 clusters Score -1711023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1711025.875000 Penalty: 4731.556641
	Iteration 75Q: 3 clusters Score -1711026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1711032.375000 Penalty: 4731.556641
	Iteration 76Q: 3 clusters Score -1711032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1711036.625000 Penalty: 4731.556641
	Iteration 77Q: 3 clusters Score -1711037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1711040.375000 Penalty: 4731.556641
	Iteration 78Q: 3 clusters Score -1711040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1711044.125000 Penalty: 4731.556641
	Iteration 79Q: 3 clusters Score -1711044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1711047.125000 Penalty: 4731.556641
	Iteration 80F: 3 clusters Score -1711047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1711050.125000 Penalty: 4731.556641
	Iteration 81Q: 3 clusters Score -1711050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1711046.875000 Penalty: 4731.556641
	Iteration 82Q: 3 clusters Score -1711047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1711057.000000 Penalty: 4731.556641
	Iteration 83Q: 3 clusters Score -1711057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1711053.125000 Penalty: 4731.556641
	Iteration 84Q: 3 clusters Score -1711053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1711056.375000 Penalty: 4731.556641
	Iteration 85Q: 3 clusters Score -1711056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1711059.750000 Penalty: 4731.556641
	Iteration 86Q: 3 clusters Score -1711060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1711057.875000 Penalty: 4731.556641
	Iteration 87Q: 3 clusters Score -1711058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1711059.000000 Penalty: 4731.556641
	Iteration 88Q: 3 clusters Score -1711059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1711057.875000 Penalty: 4731.556641
	Iteration 89Q: 3 clusters Score -1711058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1711060.125000 Penalty: 4731.556641
	Iteration 90Q: 3 clusters Score -1711060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1711060.375000 Penalty: 4731.556641
	Iteration 91Q: 3 clusters Score -1711060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1711061.875000 Penalty: 4731.556641
	Iteration 92Q: 3 clusters Score -1711062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1711060.625000 Penalty: 4731.556641
	Iteration 93Q: 3 clusters Score -1711061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1711061.500000 Penalty: 4731.556641
	Iteration 94Q: 3 clusters Score -1711062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1711061.125000 Penalty: 4731.556641
	Iteration 95Q: 3 clusters Score -1711061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1711058.875000 Penalty: 4731.556641
	Iteration 96Q: 3 clusters Score -1711059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1711059.125000 Penalty: 4731.556641
	Iteration 97Q: 3 clusters Score -1711059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1711059.000000 Penalty: 4731.556641
	Iteration 98Q: 3 clusters Score -1711059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1711059.000000 Penalty: 4731.556641
	Iteration 99F: 3 clusters Score -1711059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -684952.687500 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -684952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -680094.687500 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -680094.7 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -681368.375000 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -681368.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -681624.500000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -681624.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -681792.375000 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -681792.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -681925.500000 Penalty: 4276.647461
	Iteration 4Q: 3 clusters Score -681925.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -682057.187500 Penalty: 4276.647461
	Iteration 5Q: 3 clusters Score -682057.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -682212.250000 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -682212.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -682358.187500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -682358.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -682516.937500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -682516.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -682693.437500 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -682693.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -682879.562500 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -682879.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -683077.500000 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -683077.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -683229.500000 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -683229.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -683395.562500 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -683395.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -683552.062500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -683552.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -683672.562500 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -683672.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -683747.375000 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -683747.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -683796.812500 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -683796.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -683831.000000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -683831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -683861.875000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -683861.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -683887.250000 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -683887.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -683904.687500 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -683904.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -683911.500000 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -683911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -683913.687500 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -683913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -683915.062500 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -683915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -683917.375000 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -683917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -683920.187500 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -683920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -683921.687500 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -683921.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -683925.375000 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -683925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -683930.375000 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -683930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -683931.750000 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -683931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -683934.187500 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -683934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -683935.500000 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -683935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -683935.437500 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -683935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -683938.000000 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -683938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -683937.437500 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -683937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -683938.062500 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -683938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -683938.500000 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -683938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -683938.500000 Penalty: 4276.647461
	Iteration 38F: 3 clusters Score -683938.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34745.003906 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -34745 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 293 members 
Entering Unmasked Estep 
Score: -33491.722656 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -33491.72 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33963.292969 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -33963.29 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34115.941406 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -34115.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34220.878906 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -34220.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34335.289062 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -34335.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34467.023438 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -34467.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34594.703125 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -34594.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34634.070312 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -34634.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34646.757812 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -34646.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34649.832031 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -34649.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34649.832031 Penalty: 3110.410156
	Iteration 10F: 3 clusters Score -34649.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -164298.578125 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -164298.6 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 492 members 
Entering Unmasked Estep 
Score: -162359.390625 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -162359.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162668.484375 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -162668.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162777.437500 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -162777.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162874.859375 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -162874.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -162931.500000 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -162931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -162970.015625 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -162970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163006.843750 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -163006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -163044.984375 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -163045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163067.718750 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -163067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163080.781250 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -163080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -163105.515625 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -163105.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -163124.046875 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -163124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -163140.234375 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -163140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -163149.062500 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -163149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163162.437500 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -163162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -163174.453125 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -163174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -163177.968750 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -163178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -163181.718750 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -163181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -163182.687500 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -163182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -163183.484375 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -163183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -163183.484375 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -163183.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -640427.437500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -640427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -635773.250000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -635773.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -636862.812500 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -636862.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -637049.875000 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -637049.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -637164.625000 Penalty: 4245.790527
	Iteration 3Q: 3 clusters Score -637164.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -637247.937500 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -637247.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -637313.875000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -637313.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -637369.625000 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -637369.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -637421.437500 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -637421.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -637477.375000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -637477.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -637532.125000 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -637532.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -637581.187500 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -637581.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -637639.687500 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -637639.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -637715.937500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -637715.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -637813.000000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -637813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -637955.500000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -637955.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -638191.687500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -638191.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -638476.500000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -638476.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -638709.125000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -638709.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -638903.500000 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -638903.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -639012.687500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -639012.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -639072.375000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -639072.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -639106.125000 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -639106.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -639129.937500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -639129.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -639147.750000 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -639147.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -639164.062500 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -639164.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -639179.750000 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -639179.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -639192.687500 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -639192.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -639208.000000 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -639208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -639222.750000 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -639222.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -639242.875000 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -639242.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -639259.187500 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -639259.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -639285.750000 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -639285.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -639307.937500 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -639307.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -639326.062500 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -639326.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -639338.625000 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -639338.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -639350.000000 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -639350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -639364.125000 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -639364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -639373.250000 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -639373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -639382.875000 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -639382.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -639392.062500 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -639392.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -639403.562500 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -639403.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -639420.500000 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -639420.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -639439.562500 Penalty: 4245.790527
	Iteration 42Q: 3 clusters Score -639439.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -639457.812500 Penalty: 4245.790527
	Iteration 43Q: 3 clusters Score -639457.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -639475.375000 Penalty: 4245.790527
	Iteration 44Q: 3 clusters Score -639475.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -639485.687500 Penalty: 4245.790527
	Iteration 45Q: 3 clusters Score -639485.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -639498.312500 Penalty: 4245.790527
	Iteration 46Q: 3 clusters Score -639498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -639507.312500 Penalty: 4245.790527
	Iteration 47Q: 3 clusters Score -639507.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -639518.187500 Penalty: 4245.790527
	Iteration 48Q: 3 clusters Score -639518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -639529.562500 Penalty: 4245.790527
	Iteration 49Q: 3 clusters Score -639529.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -639543.437500 Penalty: 4245.790527
	Iteration 50Q: 3 clusters Score -639543.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -639555.875000 Penalty: 4245.790527
	Iteration 51Q: 3 clusters Score -639555.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -639568.250000 Penalty: 4245.790527
	Iteration 52Q: 3 clusters Score -639568.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -639576.312500 Penalty: 4245.790527
	Iteration 53Q: 3 clusters Score -639576.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -639590.312500 Penalty: 4245.790527
	Iteration 54Q: 3 clusters Score -639590.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -639608.437500 Penalty: 4245.790527
	Iteration 55Q: 3 clusters Score -639608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -639621.937500 Penalty: 4245.790527
	Iteration 56Q: 3 clusters Score -639621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -639633.312500 Penalty: 4245.790527
	Iteration 57Q: 3 clusters Score -639633.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -639647.437500 Penalty: 4245.790527
	Iteration 58Q: 3 clusters Score -639647.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -639661.250000 Penalty: 4245.790527
	Iteration 59Q: 3 clusters Score -639661.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -639683.500000 Penalty: 4245.790527
	Iteration 60F: 3 clusters Score -639683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -639709.375000 Penalty: 4245.790527
	Iteration 61Q: 3 clusters Score -639709.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -639742.812500 Penalty: 4245.790527
	Iteration 62Q: 3 clusters Score -639742.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -639795.187500 Penalty: 4245.790527
	Iteration 63Q: 3 clusters Score -639795.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -639855.812500 Penalty: 4245.790527
	Iteration 64Q: 3 clusters Score -639855.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -639918.437500 Penalty: 4245.790527
	Iteration 65Q: 3 clusters Score -639918.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -639949.812500 Penalty: 4245.790527
	Iteration 66Q: 3 clusters Score -639949.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -639965.250000 Penalty: 4245.790527
	Iteration 67Q: 3 clusters Score -639965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -639971.812500 Penalty: 4245.790527
	Iteration 68Q: 3 clusters Score -639971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -639975.812500 Penalty: 4245.790527
	Iteration 69Q: 3 clusters Score -639975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -639978.875000 Penalty: 4245.790527
	Iteration 70Q: 3 clusters Score -639978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -639980.875000 Penalty: 4245.790527
	Iteration 71Q: 3 clusters Score -639980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -639982.500000 Penalty: 4245.790527
	Iteration 72Q: 3 clusters Score -639982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -639982.250000 Penalty: 4245.790527
	Iteration 73Q: 3 clusters Score -639982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -639982.250000 Penalty: 4245.790527
	Iteration 74F: 3 clusters Score -639982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26801 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173138 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108361 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50361 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14436 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17767 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 239Q: 70 clusters Score -1.345013e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26789 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173139 members 
Mstep: Class 11 contains 38947 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39405 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108363 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50363 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17766 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501232.000000 Penalty: 238245.875000
Iteration 240F: 70 clusters Score -1.345012e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26784 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173137 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12364 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67365 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39404 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108368 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11038 members 
Mstep: Class 38 contains 50363 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5400 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17766 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501200.000000 Penalty: 238245.875000
Iteration 241Q: 70 clusters Score -1.345012e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73454 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26780 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173137 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67364 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39393 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108373 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50367 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17766 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 242Q: 70 clusters Score -1.345011e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26777 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173134 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39383 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108381 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50367 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5401 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40687 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17766 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 243Q: 70 clusters Score -1.345012e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73454 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26774 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67362 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108386 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50368 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 17768 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 244Q: 70 clusters Score -1.345012e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26770 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173133 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67360 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39364 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108389 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50368 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12425 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 17769 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 245Q: 70 clusters Score -1.345012e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73455 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26767 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67359 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39354 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108392 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50369 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12426 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17770 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501072.000000 Penalty: 238245.875000
Iteration 246Q: 70 clusters Score -1.345011e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73454 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26764 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39344 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108396 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50371 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12428 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17772 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501056.000000 Penalty: 238245.875000
Iteration 247Q: 70 clusters Score -1.345011e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73454 members 
Mstep: Class 5 contains 133004 members 
Mstep: Class 6 contains 26759 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173131 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39336 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108397 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50373 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40686 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12428 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501072.000000 Penalty: 238245.875000
Iteration 248Q: 70 clusters Score -1.345011e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26758 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39320 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108396 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50375 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12428 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501104.000000 Penalty: 238245.875000
Iteration 249Q: 70 clusters Score -1.345011e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73458 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26757 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173129 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39309 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108399 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50375 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12429 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17774 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501056.000000 Penalty: 238245.875000
Iteration 250Q: 70 clusters Score -1.345011e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26758 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173129 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67358 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39300 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108401 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50374 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12429 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501008.000000 Penalty: 238245.875000
Iteration 251Q: 70 clusters Score -1.34501e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26757 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173133 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67358 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39280 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108406 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50376 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12429 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500960.000000 Penalty: 238245.875000
Iteration 252Q: 70 clusters Score -1.34501e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173132 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67359 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39264 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108410 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12429 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2677 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501008.000000 Penalty: 238245.875000
Iteration 253Q: 70 clusters Score -1.34501e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73458 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26754 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173130 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12358 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67357 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39248 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108414 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50378 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17773 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501120.000000 Penalty: 238245.875000
Iteration 254Q: 70 clusters Score -1.345011e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26748 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173127 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67356 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39239 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108420 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12431 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17774 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 255Q: 70 clusters Score -1.345012e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73453 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26746 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173124 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67355 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39229 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108427 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50377 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5402 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12432 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17775 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501232.000000 Penalty: 238245.875000
Iteration 256Q: 70 clusters Score -1.345012e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73452 members 
Mstep: Class 5 contains 132999 members 
Mstep: Class 6 contains 26744 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173120 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34890 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39227 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108426 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50378 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40688 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12432 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17778 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501216.000000 Penalty: 238245.875000
Iteration 257Q: 70 clusters Score -1.345012e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73453 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173114 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67355 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39224 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108429 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50379 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9043 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14222 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40689 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14437 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12432 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17780 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13896 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 258Q: 70 clusters Score -1.345011e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73454 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 26740 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173109 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34887 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67355 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39214 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108432 members 
Mstep: Class 28 contains 10838 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50381 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9042 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14221 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40689 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12432 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17781 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501056.000000 Penalty: 238245.875000
Iteration 259Q: 70 clusters Score -1.345011e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73452 members 
Mstep: Class 5 contains 132998 members 
Mstep: Class 6 contains 26739 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173103 members 
Mstep: Class 11 contains 38946 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39207 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108439 members 
Mstep: Class 28 contains 10839 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50381 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14220 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40690 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12431 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7088 members 
Mstep: Class 59 contains 17781 members 
Mstep: Class 60 contains 5424 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13898 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501136.000000 Penalty: 238245.875000
Iteration 260F: 70 clusters Score -1.345011e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73451 members 
Mstep: Class 5 contains 133000 members 
Mstep: Class 6 contains 26736 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173101 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67352 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39202 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108442 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50385 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14219 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40691 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12431 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17781 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13899 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 261Q: 70 clusters Score -1.345012e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73452 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173101 members 
Mstep: Class 11 contains 38945 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67351 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39193 members 
Mstep: Class 25 contains 10451 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108443 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50386 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14216 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40692 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12431 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7087 members 
Mstep: Class 59 contains 17782 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13901 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 262Q: 70 clusters Score -1.345012e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73452 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26732 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173099 members 
Mstep: Class 11 contains 38944 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67349 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39189 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108444 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50387 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17783 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13904 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 263Q: 70 clusters Score -1.345012e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73450 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26732 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173098 members 
Mstep: Class 11 contains 38943 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14663 members 
Mstep: Class 24 contains 39184 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50388 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5403 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13907 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 264Q: 70 clusters Score -1.345012e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73449 members 
Mstep: Class 5 contains 133002 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173097 members 
Mstep: Class 11 contains 38941 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39179 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50391 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13909 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501152.000000 Penalty: 238245.875000
Iteration 265Q: 70 clusters Score -1.345012e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73449 members 
Mstep: Class 5 contains 133001 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173098 members 
Mstep: Class 11 contains 38940 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39176 members 
Mstep: Class 25 contains 10453 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108447 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11639 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13910 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501184.000000 Penalty: 238245.875000
Iteration 266Q: 70 clusters Score -1.345012e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73448 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173097 members 
Mstep: Class 11 contains 38939 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39176 members 
Mstep: Class 25 contains 10453 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108447 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13680 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14438 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13911 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501232.000000 Penalty: 238245.875000
Iteration 267Q: 70 clusters Score -1.345012e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173097 members 
Mstep: Class 11 contains 38936 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108447 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11636 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13916 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 268Q: 70 clusters Score -1.345012e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73446 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173097 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108447 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50393 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 269Q: 70 clusters Score -1.345013e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133003 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173097 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108447 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 270Q: 70 clusters Score -1.345013e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173096 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40693 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 271Q: 70 clusters Score -1.345013e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133005 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173095 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501264.000000 Penalty: 238245.875000
Iteration 272Q: 70 clusters Score -1.345013e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 273Q: 70 clusters Score -1.345012e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134501248.000000 Penalty: 238245.875000
Iteration 274F: 70 clusters Score -1.345012e+08 nChanged 0
Entering ConstructFrom: 
Score: -134501248.000000 Penalty: 238245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -738130.875000 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -738130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -732922.562500 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -732922.6 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -734189.562500 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -734189.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -734433.750000 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -734433.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -734578.250000 Penalty: 4317.433105
	Iteration 3F: 3 clusters Score -734578.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -734682.187500 Penalty: 4317.433105
	Iteration 4Q: 3 clusters Score -734682.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -734770.750000 Penalty: 4317.433105
	Iteration 5Q: 3 clusters Score -734770.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -734838.125000 Penalty: 4317.433105
	Iteration 6Q: 3 clusters Score -734838.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -734901.125000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -734901.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -734947.187500 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -734947.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -734992.812500 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -734992.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -735044.937500 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -735044.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -735106.687500 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -735106.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -735160.312500 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -735160.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -735209.000000 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -735209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -735266.625000 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -735266.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -735336.812500 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -735336.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -735396.437500 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -735396.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -735454.562500 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -735454.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -735512.437500 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -735512.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -735562.812500 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -735562.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -735621.000000 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -735621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -735687.312500 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -735687.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -735755.687500 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -735755.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -735826.125000 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -735826.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -735890.500000 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -735890.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -735951.750000 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -735951.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -736011.687500 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -736011.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -736061.500000 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -736061.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -736101.375000 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -736101.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -736132.500000 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -736132.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -736157.437500 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -736157.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -736176.562500 Penalty: 4317.433105
	Iteration 31Q: 3 clusters Score -736176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -736195.500000 Penalty: 4317.433105
	Iteration 32Q: 3 clusters Score -736195.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -736213.500000 Penalty: 4317.433105
	Iteration 33Q: 3 clusters Score -736213.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -736228.312500 Penalty: 4317.433105
	Iteration 34Q: 3 clusters Score -736228.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -736239.750000 Penalty: 4317.433105
	Iteration 35Q: 3 clusters Score -736239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -736250.312500 Penalty: 4317.433105
	Iteration 36Q: 3 clusters Score -736250.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -736255.250000 Penalty: 4317.433105
	Iteration 37Q: 3 clusters Score -736255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -736260.812500 Penalty: 4317.433105
	Iteration 38Q: 3 clusters Score -736260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -736266.312500 Penalty: 4317.433105
	Iteration 39Q: 3 clusters Score -736266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -736270.437500 Penalty: 4317.433105
	Iteration 40F: 3 clusters Score -736270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -736270.937500 Penalty: 4317.433105
	Iteration 41Q: 3 clusters Score -736270.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -736275.875000 Penalty: 4317.433105
	Iteration 42Q: 3 clusters Score -736275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -736278.812500 Penalty: 4317.433105
	Iteration 43Q: 3 clusters Score -736278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -736285.875000 Penalty: 4317.433105
	Iteration 44Q: 3 clusters Score -736285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -736288.187500 Penalty: 4317.433105
	Iteration 45Q: 3 clusters Score -736288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -736295.187500 Penalty: 4317.433105
	Iteration 46Q: 3 clusters Score -736295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -736298.062500 Penalty: 4317.433105
	Iteration 47Q: 3 clusters Score -736298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -736301.437500 Penalty: 4317.433105
	Iteration 48Q: 3 clusters Score -736301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -736302.187500 Penalty: 4317.433105
	Iteration 49Q: 3 clusters Score -736302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -736304.687500 Penalty: 4317.433105
	Iteration 50Q: 3 clusters Score -736304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -736306.187500 Penalty: 4317.433105
	Iteration 51Q: 3 clusters Score -736306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -736309.437500 Penalty: 4317.433105
	Iteration 52Q: 3 clusters Score -736309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -736314.812500 Penalty: 4317.433105
	Iteration 53Q: 3 clusters Score -736314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -736319.000000 Penalty: 4317.433105
	Iteration 54Q: 3 clusters Score -736319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -736323.000000 Penalty: 4317.433105
	Iteration 55Q: 3 clusters Score -736323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -736326.562500 Penalty: 4317.433105
	Iteration 56Q: 3 clusters Score -736326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -736330.812500 Penalty: 4317.433105
	Iteration 57Q: 3 clusters Score -736330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -736336.500000 Penalty: 4317.433105
	Iteration 58Q: 3 clusters Score -736336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -736339.437500 Penalty: 4317.433105
	Iteration 59Q: 3 clusters Score -736339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -736341.125000 Penalty: 4317.433105
	Iteration 60F: 3 clusters Score -736341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -736342.250000 Penalty: 4317.433105
	Iteration 61Q: 3 clusters Score -736342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -736344.937500 Penalty: 4317.433105
	Iteration 62Q: 3 clusters Score -736344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -736346.437500 Penalty: 4317.433105
	Iteration 63Q: 3 clusters Score -736346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -736346.312500 Penalty: 4317.433105
	Iteration 64Q: 3 clusters Score -736346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -736351.250000 Penalty: 4317.433105
	Iteration 65Q: 3 clusters Score -736351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -736351.875000 Penalty: 4317.433105
	Iteration 66Q: 3 clusters Score -736351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -736352.312500 Penalty: 4317.433105
	Iteration 67Q: 3 clusters Score -736352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -736352.500000 Penalty: 4317.433105
	Iteration 68Q: 3 clusters Score -736352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -736352.625000 Penalty: 4317.433105
	Iteration 69Q: 3 clusters Score -736352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -736353.937500 Penalty: 4317.433105
	Iteration 70Q: 3 clusters Score -736353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -736353.937500 Penalty: 4317.433105
	Iteration 71F: 3 clusters Score -736353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -594991.375000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -594991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -590265.125000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -590265.1 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -591569.562500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -591569.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -591913.562500 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -591913.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -592172.625000 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -592172.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -592381.187500 Penalty: 4269.088867
	Iteration 4F: 3 clusters Score -592381.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -592560.375000 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -592560.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -592712.437500 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -592712.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -592825.562500 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -592825.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -592918.187500 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -592918.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -592993.437500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -592993.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -593094.312500 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -593094.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -593204.062500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -593204.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -593291.562500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -593291.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -593371.937500 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -593371.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -593453.562500 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -593453.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -593518.062500 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -593518.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -593563.562500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -593563.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -593603.500000 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -593603.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -593642.750000 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -593642.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -593664.187500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -593664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -593676.312500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -593676.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -593696.000000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -593696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -593717.000000 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -593717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -593733.187500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -593733.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -593750.812500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -593750.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -593771.187500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -593771.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -593792.937500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -593792.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -593805.937500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -593805.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -593811.812500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -593811.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -593819.250000 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -593819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -593824.625000 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -593824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -593833.125000 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -593833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -593841.375000 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -593841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -593848.125000 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -593848.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -593854.000000 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -593854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -593862.750000 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -593862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -593873.937500 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -593873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -593887.187500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -593887.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -593899.187500 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -593899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -593910.375000 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -593910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -593931.562500 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -593931.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -593955.812500 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -593955.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -593989.375000 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -593989.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -594010.812500 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -594010.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -594025.125000 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -594025.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -594042.875000 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -594042.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -594059.437500 Penalty: 4269.088867
	Iteration 46Q: 3 clusters Score -594059.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -594067.750000 Penalty: 4269.088867
	Iteration 47Q: 3 clusters Score -594067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -594077.187500 Penalty: 4269.088867
	Iteration 48Q: 3 clusters Score -594077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -594083.187500 Penalty: 4269.088867
	Iteration 49Q: 3 clusters Score -594083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -594087.250000 Penalty: 4269.088867
	Iteration 50Q: 3 clusters Score -594087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -594091.250000 Penalty: 4269.088867
	Iteration 51Q: 3 clusters Score -594091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -594092.500000 Penalty: 4269.088867
	Iteration 52Q: 3 clusters Score -594092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -594093.812500 Penalty: 4269.088867
	Iteration 53Q: 3 clusters Score -594093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594093.937500 Penalty: 4269.088867
	Iteration 54Q: 3 clusters Score -594093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -594096.687500 Penalty: 4269.088867
	Iteration 55Q: 3 clusters Score -594096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -594098.312500 Penalty: 4269.088867
	Iteration 56Q: 3 clusters Score -594098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -594099.437500 Penalty: 4269.088867
	Iteration 57Q: 3 clusters Score -594099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -594101.687500 Penalty: 4269.088867
	Iteration 58Q: 3 clusters Score -594101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -594104.437500 Penalty: 4269.088867
	Iteration 59Q: 3 clusters Score -594104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -594104.375000 Penalty: 4269.088867
	Iteration 60F: 3 clusters Score -594104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -594104.375000 Penalty: 4269.088867
	Iteration 61Q: 3 clusters Score -594104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -594107.000000 Penalty: 4269.088867
	Iteration 62Q: 3 clusters Score -594107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -594105.812500 Penalty: 4269.088867
	Iteration 63Q: 3 clusters Score -594105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -594106.687500 Penalty: 4269.088867
	Iteration 64Q: 3 clusters Score -594106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -594106.687500 Penalty: 4269.088867
	Iteration 65F: 3 clusters Score -594106.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -554718.437500 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -554718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -550476.000000 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -550476 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -551522.187500 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -551522.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -551855.812500 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -551855.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -552173.125000 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -552173.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -552470.250000 Penalty: 4183.062500
	Iteration 4F: 3 clusters Score -552470.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -552705.187500 Penalty: 4183.062500
	Iteration 5F: 3 clusters Score -552705.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -552866.937500 Penalty: 4183.062500
	Iteration 6Q: 3 clusters Score -552866.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -552964.687500 Penalty: 4183.062500
	Iteration 7Q: 3 clusters Score -552964.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -553021.687500 Penalty: 4183.062500
	Iteration 8Q: 3 clusters Score -553021.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -553068.187500 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -553068.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -553100.062500 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -553100.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -553122.937500 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -553122.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -553137.187500 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -553137.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -553150.312500 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -553150.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -553157.937500 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -553157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -553165.500000 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -553165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -553170.875000 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -553170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -553171.687500 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -553171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -553172.125000 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -553172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -553172.125000 Penalty: 4183.062500
	Iteration 19F: 3 clusters Score -553172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Entering Unmasked Estep 
Score: -9075120.000000 Penalty: 2778.671143
	Iteration 0F: 2 clusters Score -9075120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -9025835.000000 Penalty: 5557.342285
	Iteration 0F: 3 clusters Score -9025835 nChanged 34518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -9045329.000000 Penalty: 5557.342285
	Iteration 1F: 3 clusters Score -9045329 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -9046073.000000 Penalty: 5557.342285
	Iteration 2Q: 3 clusters Score -9046073 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -9046750.000000 Penalty: 5557.342285
	Iteration 3Q: 3 clusters Score -9046750 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -9047626.000000 Penalty: 5557.342285
	Iteration 4Q: 3 clusters Score -9047626 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9062748 nChanged 3565
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Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9064848 nChanged 2602
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Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9067363 nChanged 1998
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Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9068645 nChanged 1894
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Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9069801 nChanged 1758
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Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9070805 nChanged 1504
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Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9072718 nChanged 759
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Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9072909 nChanged 635
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Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9073123 nChanged 470
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Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9073295 nChanged 361
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Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38435 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9073569 nChanged 197
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9073889 nChanged 135
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	Iteration 50Q: 3 clusters Score -9073908 nChanged 117
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9073911 nChanged 132
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9073903 nChanged 109
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	Iteration 55Q: 3 clusters Score -9073907 nChanged 87
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	Iteration 56Q: 3 clusters Score -9073915 nChanged 88
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	Iteration 57Q: 3 clusters Score -9073914 nChanged 91
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9073935 nChanged 94
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	Iteration 61Q: 3 clusters Score -9073937 nChanged 114
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9073977 nChanged 61
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	Iteration 80F: 3 clusters Score -9074001 nChanged 34
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Score: -9074024.000000 Penalty: 5557.342285
	Iteration 98Q: 3 clusters Score -9074024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -9074008.000000 Penalty: 5557.342285
	Iteration 99Q: 3 clusters Score -9074008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -9074005.000000 Penalty: 5557.342285
	Iteration 100F: 3 clusters Score -9074005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -9074006.000000 Penalty: 5557.342285
	Iteration 101Q: 3 clusters Score -9074006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -9074003.000000 Penalty: 5557.342285
	Iteration 102Q: 3 clusters Score -9074003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -9074004.000000 Penalty: 5557.342285
	Iteration 103Q: 3 clusters Score -9074004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -9073986.000000 Penalty: 5557.342285
	Iteration 104Q: 3 clusters Score -9073986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -9074003.000000 Penalty: 5557.342285
	Iteration 105Q: 3 clusters Score -9074003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -9074019.000000 Penalty: 5557.342285
	Iteration 106Q: 3 clusters Score -9074019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9074011.000000 Penalty: 5557.342285
	Iteration 107Q: 3 clusters Score -9074011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -9074008.000000 Penalty: 5557.342285
	Iteration 108Q: 3 clusters Score -9074008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -9074012.000000 Penalty: 5557.342285
	Iteration 109Q: 3 clusters Score -9074012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -9074012.000000 Penalty: 5557.342285
	Iteration 110Q: 3 clusters Score -9074012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9074016.000000 Penalty: 5557.342285
	Iteration 111Q: 3 clusters Score -9074016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -9074016.000000 Penalty: 5557.342285
	Iteration 112Q: 3 clusters Score -9074016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -9074015.000000 Penalty: 5557.342285
	Iteration 113Q: 3 clusters Score -9074015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -9074017.000000 Penalty: 5557.342285
	Iteration 114Q: 3 clusters Score -9074017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -9074010.000000 Penalty: 5557.342285
	Iteration 115Q: 3 clusters Score -9074010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -9074000.000000 Penalty: 5557.342285
	Iteration 116Q: 3 clusters Score -9074000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -9074006.000000 Penalty: 5557.342285
	Iteration 117Q: 3 clusters Score -9074006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -9074007.000000 Penalty: 5557.342285
	Iteration 118Q: 3 clusters Score -9074007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -9074020.000000 Penalty: 5557.342285
	Iteration 119Q: 3 clusters Score -9074020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -9074025.000000 Penalty: 5557.342285
	Iteration 120F: 3 clusters Score -9074025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -9074011.000000 Penalty: 5557.342285
	Iteration 121Q: 3 clusters Score -9074011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -9074014.000000 Penalty: 5557.342285
	Iteration 122Q: 3 clusters Score -9074014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9074006.000000 Penalty: 5557.342285
	Iteration 123Q: 3 clusters Score -9074006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -9074030.000000 Penalty: 5557.342285
	Iteration 124Q: 3 clusters Score -9074030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -9074025.000000 Penalty: 5557.342285
	Iteration 125Q: 3 clusters Score -9074025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -9074044.000000 Penalty: 5557.342285
	Iteration 126Q: 3 clusters Score -9074044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -9074054.000000 Penalty: 5557.342285
	Iteration 127Q: 3 clusters Score -9074054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -9074066.000000 Penalty: 5557.342285
	Iteration 128Q: 3 clusters Score -9074066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -9074056.000000 Penalty: 5557.342285
	Iteration 129Q: 3 clusters Score -9074056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9074049.000000 Penalty: 5557.342285
	Iteration 130Q: 3 clusters Score -9074049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -9074054.000000 Penalty: 5557.342285
	Iteration 131Q: 3 clusters Score -9074054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -9074057.000000 Penalty: 5557.342285
	Iteration 132Q: 3 clusters Score -9074057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -9074071.000000 Penalty: 5557.342285
	Iteration 133Q: 3 clusters Score -9074071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -9074069.000000 Penalty: 5557.342285
	Iteration 134Q: 3 clusters Score -9074069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -9074086.000000 Penalty: 5557.342285
	Iteration 135Q: 3 clusters Score -9074086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -9074076.000000 Penalty: 5557.342285
	Iteration 136Q: 3 clusters Score -9074076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -9074082.000000 Penalty: 5557.342285
	Iteration 137Q: 3 clusters Score -9074082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -9074077.000000 Penalty: 5557.342285
	Iteration 138Q: 3 clusters Score -9074077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -9074076.000000 Penalty: 5557.342285
	Iteration 139Q: 3 clusters Score -9074076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -9074075.000000 Penalty: 5557.342285
	Iteration 140F: 3 clusters Score -9074075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -9074079.000000 Penalty: 5557.342285
	Iteration 141Q: 3 clusters Score -9074079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -9074089.000000 Penalty: 5557.342285
	Iteration 142Q: 3 clusters Score -9074089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9074103.000000 Penalty: 5557.342285
	Iteration 143Q: 3 clusters Score -9074103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -9074105.000000 Penalty: 5557.342285
	Iteration 144Q: 3 clusters Score -9074105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9074109.000000 Penalty: 5557.342285
	Iteration 145Q: 3 clusters Score -9074109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -9074103.000000 Penalty: 5557.342285
	Iteration 146Q: 3 clusters Score -9074103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -9074105.000000 Penalty: 5557.342285
	Iteration 147Q: 3 clusters Score -9074105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -9074103.000000 Penalty: 5557.342285
	Iteration 148Q: 3 clusters Score -9074103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9074102.000000 Penalty: 5557.342285
	Iteration 149Q: 3 clusters Score -9074102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -9074107.000000 Penalty: 5557.342285
	Iteration 150Q: 3 clusters Score -9074107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -9074097.000000 Penalty: 5557.342285
	Iteration 151Q: 3 clusters Score -9074097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -9074097.000000 Penalty: 5557.342285
	Iteration 152F: 3 clusters Score -9074097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Entering Unmasked Estep 
Score: -16623573.000000 Penalty: 2925.940918
	Iteration 0F: 2 clusters Score -1.662357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -16534422.000000 Penalty: 5851.881836
	Iteration 0F: 3 clusters Score -1.653442e+07 nChanged 63439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -16571082.000000 Penalty: 5851.881836
	Iteration 1F: 3 clusters Score -1.657108e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -16572838.000000 Penalty: 5851.881836
	Iteration 2Q: 3 clusters Score -1.657284e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -16575926.000000 Penalty: 5851.881836
	Iteration 3Q: 3 clusters Score -1.657593e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -16581526.000000 Penalty: 5851.881836
	Iteration 4F: 3 clusters Score -1.658153e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -16589989.000000 Penalty: 5851.881836
	Iteration 5F: 3 clusters Score -1.658999e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -16600898.000000 Penalty: 5851.881836
	Iteration 6F: 3 clusters Score -1.66009e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -16611117.000000 Penalty: 5851.881836
	Iteration 7F: 3 clusters Score -1.661112e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 129029 members 
Entering Unmasked Estep 
Score: -16617190.000000 Penalty: 5851.881836
	Iteration 8Q: 3 clusters Score -1.661719e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 131598 members 
Entering Unmasked Estep 
Score: -16619701.000000 Penalty: 5851.881836
	Iteration 9Q: 3 clusters Score -1.66197e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -16620486.000000 Penalty: 5851.881836
	Iteration 10Q: 3 clusters Score -1.662049e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
Score: -16620725.000000 Penalty: 5851.881836
	Iteration 11Q: 3 clusters Score -1.662072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -16620802.000000 Penalty: 5851.881836
	Iteration 12Q: 3 clusters Score -1.66208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -16620839.000000 Penalty: 5851.881836
	Iteration 13Q: 3 clusters Score -1.662084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -16620904.000000 Penalty: 5851.881836
	Iteration 14Q: 3 clusters Score -1.66209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -16620922.000000 Penalty: 5851.881836
	Iteration 15Q: 3 clusters Score -1.662092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -16620928.000000 Penalty: 5851.881836
	Iteration 16Q: 3 clusters Score -1.662093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -16620943.000000 Penalty: 5851.881836
	Iteration 17Q: 3 clusters Score -1.662094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -16620933.000000 Penalty: 5851.881836
	Iteration 18Q: 3 clusters Score -1.662093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -16620942.000000 Penalty: 5851.881836
	Iteration 19Q: 3 clusters Score -1.662094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -16620950.000000 Penalty: 5851.881836
	Iteration 20F: 3 clusters Score -1.662095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -16620962.000000 Penalty: 5851.881836
	Iteration 21Q: 3 clusters Score -1.662096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -16620968.000000 Penalty: 5851.881836
	Iteration 22Q: 3 clusters Score -1.662097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -16620971.000000 Penalty: 5851.881836
	Iteration 23Q: 3 clusters Score -1.662097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -16620972.000000 Penalty: 5851.881836
	Iteration 24Q: 3 clusters Score -1.662097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -16620991.000000 Penalty: 5851.881836
	Iteration 25Q: 3 clusters Score -1.662099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -16620988.000000 Penalty: 5851.881836
	Iteration 26Q: 3 clusters Score -1.662099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -16620995.000000 Penalty: 5851.881836
	Iteration 27Q: 3 clusters Score -1.6621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -16621000.000000 Penalty: 5851.881836
	Iteration 28Q: 3 clusters Score -1.6621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -16621000.000000 Penalty: 5851.881836
	Iteration 29F: 3 clusters Score -1.6621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Entering Unmasked Estep 
Score: -3265224.250000 Penalty: 2528.035400
	Iteration 0F: 2 clusters Score -3265224 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 13281 members 
Entering Unmasked Estep 
Score: -3246751.000000 Penalty: 5056.070801
	Iteration 0F: 3 clusters Score -3246751 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3253265.500000 Penalty: 5056.070801
	Iteration 1F: 3 clusters Score -3253266 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3253868.750000 Penalty: 5056.070801
	Iteration 2F: 3 clusters Score -3253869 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3254499.250000 Penalty: 5056.070801
	Iteration 3F: 3 clusters Score -3254499 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3255299.250000 Penalty: 5056.070801
	Iteration 4F: 3 clusters Score -3255299 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3256273.750000 Penalty: 5056.070801
	Iteration 5F: 3 clusters Score -3256274 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3257346.500000 Penalty: 5056.070801
	Iteration 6F: 3 clusters Score -3257346 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3258508.250000 Penalty: 5056.070801
	Iteration 7F: 3 clusters Score -3258508 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3259728.000000 Penalty: 5056.070801
	Iteration 8F: 3 clusters Score -3259728 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3260791.500000 Penalty: 5056.070801
	Iteration 9F: 3 clusters Score -3260792 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3261638.750000 Penalty: 5056.070801
	Iteration 10Q: 3 clusters Score -3261639 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3262222.750000 Penalty: 5056.070801
	Iteration 11Q: 3 clusters Score -3262223 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3262600.000000 Penalty: 5056.070801
	Iteration 12Q: 3 clusters Score -3262600 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3262830.500000 Penalty: 5056.070801
	Iteration 13Q: 3 clusters Score -3262830 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3263031.500000 Penalty: 5056.070801
	Iteration 14Q: 3 clusters Score -3263032 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3263181.750000 Penalty: 5056.070801
	Iteration 15Q: 3 clusters Score -3263182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3263267.250000 Penalty: 5056.070801
	Iteration 16Q: 3 clusters Score -3263267 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3263312.750000 Penalty: 5056.070801
	Iteration 17Q: 3 clusters Score -3263313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3263336.250000 Penalty: 5056.070801
	Iteration 18Q: 3 clusters Score -3263336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3263354.500000 Penalty: 5056.070801
	Iteration 19Q: 3 clusters Score -3263354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3263375.000000 Penalty: 5056.070801
	Iteration 20F: 3 clusters Score -3263375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3263399.750000 Penalty: 5056.070801
	Iteration 21Q: 3 clusters Score -3263400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3263419.500000 Penalty: 5056.070801
	Iteration 22Q: 3 clusters Score -3263420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3263439.000000 Penalty: 5056.070801
	Iteration 23Q: 3 clusters Score -3263439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3263457.250000 Penalty: 5056.070801
	Iteration 24Q: 3 clusters Score -3263457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3263462.000000 Penalty: 5056.070801
	Iteration 25Q: 3 clusters Score -3263462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3263471.000000 Penalty: 5056.070801
	Iteration 26Q: 3 clusters Score -3263471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3263480.500000 Penalty: 5056.070801
	Iteration 27Q: 3 clusters Score -3263480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3263487.500000 Penalty: 5056.070801
	Iteration 28Q: 3 clusters Score -3263488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3263495.250000 Penalty: 5056.070801
	Iteration 29Q: 3 clusters Score -3263495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3263496.000000 Penalty: 5056.070801
	Iteration 30Q: 3 clusters Score -3263496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3263505.500000 Penalty: 5056.070801
	Iteration 31Q: 3 clusters Score -3263506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3263506.750000 Penalty: 5056.070801
	Iteration 32Q: 3 clusters Score -3263507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3263509.750000 Penalty: 5056.070801
	Iteration 33Q: 3 clusters Score -3263510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3263509.500000 Penalty: 5056.070801
	Iteration 34Q: 3 clusters Score -3263510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3263513.500000 Penalty: 5056.070801
	Iteration 35Q: 3 clusters Score -3263514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3263512.750000 Penalty: 5056.070801
	Iteration 36Q: 3 clusters Score -3263513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3263507.250000 Penalty: 5056.070801
	Iteration 37Q: 3 clusters Score -3263507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3263511.250000 Penalty: 5056.070801
	Iteration 38Q: 3 clusters Score -3263511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3263508.750000 Penalty: 5056.070801
	Iteration 39Q: 3 clusters Score -3263509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3263515.000000 Penalty: 5056.070801
	Iteration 40F: 3 clusters Score -3263515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3263522.250000 Penalty: 5056.070801
	Iteration 41Q: 3 clusters Score -3263522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3263526.000000 Penalty: 5056.070801
	Iteration 42Q: 3 clusters Score -3263526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3263524.750000 Penalty: 5056.070801
	Iteration 43Q: 3 clusters Score -3263525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3263527.250000 Penalty: 5056.070801
	Iteration 44Q: 3 clusters Score -3263527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3263528.750000 Penalty: 5056.070801
	Iteration 45Q: 3 clusters Score -3263529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3263530.000000 Penalty: 5056.070801
	Iteration 46Q: 3 clusters Score -3263530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3263528.250000 Penalty: 5056.070801
	Iteration 47Q: 3 clusters Score -3263528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3263526.000000 Penalty: 5056.070801
	Iteration 48Q: 3 clusters Score -3263526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3263526.000000 Penalty: 5056.070801
	Iteration 49F: 3 clusters Score -3263526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Entering Unmasked Estep 
Score: -741531.250000 Penalty: 2160.356201
	Iteration 0F: 2 clusters Score -741531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -736311.875000 Penalty: 4320.712402
	Iteration 0F: 3 clusters Score -736311.9 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -737650.625000 Penalty: 4320.712402
	Iteration 1F: 3 clusters Score -737650.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -737892.062500 Penalty: 4320.712402
	Iteration 2F: 3 clusters Score -737892.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -738040.875000 Penalty: 4320.712402
	Iteration 3Q: 3 clusters Score -738040.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -738145.125000 Penalty: 4320.712402
	Iteration 4Q: 3 clusters Score -738145.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -738229.562500 Penalty: 4320.712402
	Iteration 5Q: 3 clusters Score -738229.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -738302.562500 Penalty: 4320.712402
	Iteration 6Q: 3 clusters Score -738302.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -738374.125000 Penalty: 4320.712402
	Iteration 7Q: 3 clusters Score -738374.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -738436.500000 Penalty: 4320.712402
	Iteration 8Q: 3 clusters Score -738436.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -738492.437500 Penalty: 4320.712402
	Iteration 9Q: 3 clusters Score -738492.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -738555.687500 Penalty: 4320.712402
	Iteration 10Q: 3 clusters Score -738555.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -738620.562500 Penalty: 4320.712402
	Iteration 11Q: 3 clusters Score -738620.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -738695.625000 Penalty: 4320.712402
	Iteration 12Q: 3 clusters Score -738695.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -738779.125000 Penalty: 4320.712402
	Iteration 13Q: 3 clusters Score -738779.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -738874.000000 Penalty: 4320.712402
	Iteration 14Q: 3 clusters Score -738874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -738991.500000 Penalty: 4320.712402
	Iteration 15Q: 3 clusters Score -738991.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -739122.750000 Penalty: 4320.712402
	Iteration 16Q: 3 clusters Score -739122.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -739251.250000 Penalty: 4320.712402
	Iteration 17Q: 3 clusters Score -739251.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -739368.125000 Penalty: 4320.712402
	Iteration 18Q: 3 clusters Score -739368.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -739463.812500 Penalty: 4320.712402
	Iteration 19Q: 3 clusters Score -739463.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -739551.437500 Penalty: 4320.712402
	Iteration 20F: 3 clusters Score -739551.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -739613.375000 Penalty: 4320.712402
	Iteration 21Q: 3 clusters Score -739613.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -739684.875000 Penalty: 4320.712402
	Iteration 22Q: 3 clusters Score -739684.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -739748.500000 Penalty: 4320.712402
	Iteration 23Q: 3 clusters Score -739748.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -739817.250000 Penalty: 4320.712402
	Iteration 24Q: 3 clusters Score -739817.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -739879.875000 Penalty: 4320.712402
	Iteration 25Q: 3 clusters Score -739879.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -739951.875000 Penalty: 4320.712402
	Iteration 26Q: 3 clusters Score -739951.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -740025.375000 Penalty: 4320.712402
	Iteration 27Q: 3 clusters Score -740025.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -740086.000000 Penalty: 4320.712402
	Iteration 28Q: 3 clusters Score -740086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -740132.000000 Penalty: 4320.712402
	Iteration 29Q: 3 clusters Score -740132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -740191.875000 Penalty: 4320.712402
	Iteration 30Q: 3 clusters Score -740191.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -740238.187500 Penalty: 4320.712402
	Iteration 31Q: 3 clusters Score -740238.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -740276.312500 Penalty: 4320.712402
	Iteration 32Q: 3 clusters Score -740276.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -740307.062500 Penalty: 4320.712402
	Iteration 33Q: 3 clusters Score -740307.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -740333.000000 Penalty: 4320.712402
	Iteration 34Q: 3 clusters Score -740333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -740355.312500 Penalty: 4320.712402
	Iteration 35Q: 3 clusters Score -740355.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -740373.000000 Penalty: 4320.712402
	Iteration 36Q: 3 clusters Score -740373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -740382.062500 Penalty: 4320.712402
	Iteration 37Q: 3 clusters Score -740382.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -740392.250000 Penalty: 4320.712402
	Iteration 38Q: 3 clusters Score -740392.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -740400.812500 Penalty: 4320.712402
	Iteration 39Q: 3 clusters Score -740400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -740403.812500 Penalty: 4320.712402
	Iteration 40F: 3 clusters Score -740403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -740409.187500 Penalty: 4320.712402
	Iteration 41Q: 3 clusters Score -740409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -740412.687500 Penalty: 4320.712402
	Iteration 42Q: 3 clusters Score -740412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -740418.000000 Penalty: 4320.712402
	Iteration 43Q: 3 clusters Score -740418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -740421.812500 Penalty: 4320.712402
	Iteration 44Q: 3 clusters Score -740421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -740426.500000 Penalty: 4320.712402
	Iteration 45Q: 3 clusters Score -740426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -740429.125000 Penalty: 4320.712402
	Iteration 46Q: 3 clusters Score -740429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -740434.437500 Penalty: 4320.712402
	Iteration 47Q: 3 clusters Score -740434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -740435.500000 Penalty: 4320.712402
	Iteration 48Q: 3 clusters Score -740435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -740436.750000 Penalty: 4320.712402
	Iteration 49Q: 3 clusters Score -740436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -740438.000000 Penalty: 4320.712402
	Iteration 50Q: 3 clusters Score -740438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -740439.687500 Penalty: 4320.712402
	Iteration 51Q: 3 clusters Score -740439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -740440.937500 Penalty: 4320.712402
	Iteration 52Q: 3 clusters Score -740440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -740442.625000 Penalty: 4320.712402
	Iteration 53Q: 3 clusters Score -740442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -740445.375000 Penalty: 4320.712402
	Iteration 54Q: 3 clusters Score -740445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -740454.062500 Penalty: 4320.712402
	Iteration 55Q: 3 clusters Score -740454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -740458.687500 Penalty: 4320.712402
	Iteration 56Q: 3 clusters Score -740458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -740466.125000 Penalty: 4320.712402
	Iteration 57Q: 3 clusters Score -740466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -740473.125000 Penalty: 4320.712402
	Iteration 58Q: 3 clusters Score -740473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -740478.500000 Penalty: 4320.712402
	Iteration 59Q: 3 clusters Score -740478.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -740489.062500 Penalty: 4320.712402
	Iteration 60F: 3 clusters Score -740489.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -740497.312500 Penalty: 4320.712402
	Iteration 61Q: 3 clusters Score -740497.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -740503.187500 Penalty: 4320.712402
	Iteration 62Q: 3 clusters Score -740503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -740513.062500 Penalty: 4320.712402
	Iteration 63Q: 3 clusters Score -740513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -740521.500000 Penalty: 4320.712402
	Iteration 64Q: 3 clusters Score -740521.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -740528.500000 Penalty: 4320.712402
	Iteration 65Q: 3 clusters Score -740528.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -740536.687500 Penalty: 4320.712402
	Iteration 66Q: 3 clusters Score -740536.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -740540.562500 Penalty: 4320.712402
	Iteration 67Q: 3 clusters Score -740540.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -740550.687500 Penalty: 4320.712402
	Iteration 68Q: 3 clusters Score -740550.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -740562.500000 Penalty: 4320.712402
	Iteration 69Q: 3 clusters Score -740562.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -740576.875000 Penalty: 4320.712402
	Iteration 70Q: 3 clusters Score -740576.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -740590.812500 Penalty: 4320.712402
	Iteration 71Q: 3 clusters Score -740590.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -740609.062500 Penalty: 4320.712402
	Iteration 72Q: 3 clusters Score -740609.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -740657.187500 Penalty: 4320.712402
	Iteration 73Q: 3 clusters Score -740657.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -740737.375000 Penalty: 4320.712402
	Iteration 74Q: 3 clusters Score -740737.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -740817.875000 Penalty: 4320.712402
	Iteration 75Q: 3 clusters Score -740817.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -740865.937500 Penalty: 4320.712402
	Iteration 76Q: 3 clusters Score -740865.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -740888.312500 Penalty: 4320.712402
	Iteration 77Q: 3 clusters Score -740888.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -740897.000000 Penalty: 4320.712402
	Iteration 78Q: 3 clusters Score -740897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -740902.125000 Penalty: 4320.712402
	Iteration 79Q: 3 clusters Score -740902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -740904.750000 Penalty: 4320.712402
	Iteration 80F: 3 clusters Score -740904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -740904.437500 Penalty: 4320.712402
	Iteration 81Q: 3 clusters Score -740904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -740907.875000 Penalty: 4320.712402
	Iteration 82Q: 3 clusters Score -740907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -740909.375000 Penalty: 4320.712402
	Iteration 83Q: 3 clusters Score -740909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -740911.187500 Penalty: 4320.712402
	Iteration 84Q: 3 clusters Score -740911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -740911.187500 Penalty: 4320.712402
	Iteration 85Q: 3 clusters Score -740911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -740911.750000 Penalty: 4320.712402
	Iteration 86Q: 3 clusters Score -740911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -740911.250000 Penalty: 4320.712402
	Iteration 87Q: 3 clusters Score -740911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -740913.062500 Penalty: 4320.712402
	Iteration 88Q: 3 clusters Score -740913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -740914.000000 Penalty: 4320.712402
	Iteration 89Q: 3 clusters Score -740914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -740913.625000 Penalty: 4320.712402
	Iteration 90Q: 3 clusters Score -740913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -740913.625000 Penalty: 4320.712402
	Iteration 91F: 3 clusters Score -740913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -331027.343750 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -331027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -327925.343750 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -327925.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328550.968750 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -328551 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -328693.593750 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -328693.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -328781.531250 Penalty: 3928.180908
	Iteration 3Q: 3 clusters Score -328781.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -328845.593750 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -328845.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328934.843750 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -328934.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -329026.593750 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -329026.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -329131.000000 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -329131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -329272.093750 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -329272.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -329453.281250 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -329453.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329670.468750 Penalty: 3928.180908
	Iteration 10F: 3 clusters Score -329670.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -329847.562500 Penalty: 3928.180908
	Iteration 11F: 3 clusters Score -329847.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -329954.062500 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -329954.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -330027.187500 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -330027.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330067.531250 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -330067.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -330100.281250 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -330100.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330117.875000 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -330117.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -330130.093750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -330130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330135.781250 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -330135.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -330145.031250 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -330145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -330148.875000 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -330148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330150.781250 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -330150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330150.781250 Penalty: 3928.180908
	Iteration 22F: 3 clusters Score -330150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -533818.750000 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -533818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529653.437500 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -529653.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -530669.687500 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -530669.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -530980.687500 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -530980.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -531269.625000 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -531269.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -531519.812500 Penalty: 4163.708496
	Iteration 4F: 3 clusters Score -531519.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -531709.625000 Penalty: 4163.708496
	Iteration 5F: 3 clusters Score -531709.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -531864.750000 Penalty: 4163.708496
	Iteration 6Q: 3 clusters Score -531864.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -531981.687500 Penalty: 4163.708496
	Iteration 7Q: 3 clusters Score -531981.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -532088.187500 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -532088.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -532194.312500 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -532194.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -532265.125000 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -532265.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -532334.312500 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -532334.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -532413.687500 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -532413.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -532491.812500 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -532491.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -532560.250000 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -532560.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -532619.812500 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -532619.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -532683.187500 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -532683.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -532742.875000 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -532742.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -532808.000000 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -532808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -532886.812500 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -532886.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -532983.562500 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -532983.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -533056.500000 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -533056.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -533107.625000 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -533107.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -533146.187500 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -533146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -533171.437500 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -533171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -533187.625000 Penalty: 4163.708496
	Iteration 25Q: 3 clusters Score -533187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -533203.812500 Penalty: 4163.708496
	Iteration 26Q: 3 clusters Score -533203.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -533218.187500 Penalty: 4163.708496
	Iteration 27Q: 3 clusters Score -533218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -533225.687500 Penalty: 4163.708496
	Iteration 28Q: 3 clusters Score -533225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -533226.500000 Penalty: 4163.708496
	Iteration 29Q: 3 clusters Score -533226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -533227.187500 Penalty: 4163.708496
	Iteration 30Q: 3 clusters Score -533227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -533229.000000 Penalty: 4163.708496
	Iteration 31Q: 3 clusters Score -533229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -533231.375000 Penalty: 4163.708496
	Iteration 32Q: 3 clusters Score -533231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -533232.750000 Penalty: 4163.708496
	Iteration 33Q: 3 clusters Score -533232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -533235.125000 Penalty: 4163.708496
	Iteration 34Q: 3 clusters Score -533235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -533237.000000 Penalty: 4163.708496
	Iteration 35Q: 3 clusters Score -533237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -533238.812500 Penalty: 4163.708496
	Iteration 36Q: 3 clusters Score -533238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -533239.000000 Penalty: 4163.708496
	Iteration 37Q: 3 clusters Score -533239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -533239.125000 Penalty: 4163.708496
	Iteration 38Q: 3 clusters Score -533239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -533239.125000 Penalty: 4163.708496
	Iteration 39F: 3 clusters Score -533239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173094 members 
Entering Unmasked Estep 
Score: -21849124.000000 Penalty: 2991.274414
	Iteration 0F: 2 clusters Score -2.184912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -21735548.000000 Penalty: 5982.548828
	Iteration 0F: 3 clusters Score -2.173555e+07 nChanged 83149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -21784172.000000 Penalty: 5982.548828
	Iteration 1F: 3 clusters Score -2.178417e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -21785330.000000 Penalty: 5982.548828
	Iteration 2Q: 3 clusters Score -2.178533e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -21787044.000000 Penalty: 5982.548828
	Iteration 3Q: 3 clusters Score -2.178704e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -21789612.000000 Penalty: 5982.548828
	Iteration 4Q: 3 clusters Score -2.178961e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -21793548.000000 Penalty: 5982.548828
	Iteration 5F: 3 clusters Score -2.179355e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -21800280.000000 Penalty: 5982.548828
	Iteration 6F: 3 clusters Score -2.180028e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -21808620.000000 Penalty: 5982.548828
	Iteration 7F: 3 clusters Score -2.180862e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -21818450.000000 Penalty: 5982.548828
	Iteration 8F: 3 clusters Score -2.181845e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -21827904.000000 Penalty: 5982.548828
	Iteration 9F: 3 clusters Score -2.18279e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -21835982.000000 Penalty: 5982.548828
	Iteration 10F: 3 clusters Score -2.183598e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -21841834.000000 Penalty: 5982.548828
	Iteration 11Q: 3 clusters Score -2.184183e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 163242 members 
Entering Unmasked Estep 
Score: -21844754.000000 Penalty: 5982.548828
	Iteration 12Q: 3 clusters Score -2.184475e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -21846206.000000 Penalty: 5982.548828
	Iteration 13Q: 3 clusters Score -2.184621e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -21846738.000000 Penalty: 5982.548828
	Iteration 14Q: 3 clusters Score -2.184674e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -21847054.000000 Penalty: 5982.548828
	Iteration 15Q: 3 clusters Score -2.184705e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 167892 members 
Entering Unmasked Estep 
Score: -21847260.000000 Penalty: 5982.548828
	Iteration 16Q: 3 clusters Score -2.184726e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -21847332.000000 Penalty: 5982.548828
	Iteration 17Q: 3 clusters Score -2.184733e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 168857 members 
Entering Unmasked Estep 
Score: -21847394.000000 Penalty: 5982.548828
	Iteration 18Q: 3 clusters Score -2.184739e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -21847444.000000 Penalty: 5982.548828
	Iteration 19Q: 3 clusters Score -2.184744e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 169458 members 
Entering Unmasked Estep 
Score: -21847388.000000 Penalty: 5982.548828
	Iteration 20F: 3 clusters Score -2.184739e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -21847456.000000 Penalty: 5982.548828
	Iteration 21Q: 3 clusters Score -2.184746e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -21847484.000000 Penalty: 5982.548828
	Iteration 22Q: 3 clusters Score -2.184748e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -21847508.000000 Penalty: 5982.548828
	Iteration 23Q: 3 clusters Score -2.184751e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -21847538.000000 Penalty: 5982.548828
	Iteration 24Q: 3 clusters Score -2.184754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -21847480.000000 Penalty: 5982.548828
	Iteration 25Q: 3 clusters Score -2.184748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -21847490.000000 Penalty: 5982.548828
	Iteration 26Q: 3 clusters Score -2.184749e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -21847530.000000 Penalty: 5982.548828
	Iteration 27Q: 3 clusters Score -2.184753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 170350 members 
Entering Unmasked Estep 
Score: -21847546.000000 Penalty: 5982.548828
	Iteration 28Q: 3 clusters Score -2.184755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -21847518.000000 Penalty: 5982.548828
	Iteration 29Q: 3 clusters Score -2.184752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 170503 members 
Entering Unmasked Estep 
Score: -21847508.000000 Penalty: 5982.548828
	Iteration 30Q: 3 clusters Score -2.184751e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -21847504.000000 Penalty: 5982.548828
	Iteration 31Q: 3 clusters Score -2.18475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -21847528.000000 Penalty: 5982.548828
	Iteration 32Q: 3 clusters Score -2.184753e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -21847518.000000 Penalty: 5982.548828
	Iteration 33Q: 3 clusters Score -2.184752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -21847556.000000 Penalty: 5982.548828
	Iteration 34Q: 3 clusters Score -2.184756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 170728 members 
Entering Unmasked Estep 
Score: -21847532.000000 Penalty: 5982.548828
	Iteration 35Q: 3 clusters Score -2.184753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -21847536.000000 Penalty: 5982.548828
	Iteration 36Q: 3 clusters Score -2.184754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -21847538.000000 Penalty: 5982.548828
	Iteration 37Q: 3 clusters Score -2.184754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 170798 members 
Entering Unmasked Estep 
Score: -21847526.000000 Penalty: 5982.548828
	Iteration 38Q: 3 clusters Score -2.184753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -21847530.000000 Penalty: 5982.548828
	Iteration 39Q: 3 clusters Score -2.184753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -21847532.000000 Penalty: 5982.548828
	Iteration 40F: 3 clusters Score -2.184753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -21847540.000000 Penalty: 5982.548828
	Iteration 41Q: 3 clusters Score -2.184754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 170851 members 
Entering Unmasked Estep 
Score: -21847528.000000 Penalty: 5982.548828
	Iteration 42Q: 3 clusters Score -2.184753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -21847542.000000 Penalty: 5982.548828
	Iteration 43Q: 3 clusters Score -2.184754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -21847546.000000 Penalty: 5982.548828
	Iteration 44Q: 3 clusters Score -2.184755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -21847558.000000 Penalty: 5982.548828
	Iteration 45Q: 3 clusters Score -2.184756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -21847552.000000 Penalty: 5982.548828
	Iteration 46Q: 3 clusters Score -2.184755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -21847578.000000 Penalty: 5982.548828
	Iteration 47Q: 3 clusters Score -2.184758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 170880 members 
Entering Unmasked Estep 
Score: -21847576.000000 Penalty: 5982.548828
	Iteration 48Q: 3 clusters Score -2.184758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 170886 members 
Entering Unmasked Estep 
Score: -21847578.000000 Penalty: 5982.548828
	Iteration 49Q: 3 clusters Score -2.184758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -21847582.000000 Penalty: 5982.548828
	Iteration 50Q: 3 clusters Score -2.184758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -21847590.000000 Penalty: 5982.548828
	Iteration 51Q: 3 clusters Score -2.184759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -21847588.000000 Penalty: 5982.548828
	Iteration 52Q: 3 clusters Score -2.184759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -21847592.000000 Penalty: 5982.548828
	Iteration 53Q: 3 clusters Score -2.184759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -21847580.000000 Penalty: 5982.548828
	Iteration 54Q: 3 clusters Score -2.184758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -21847588.000000 Penalty: 5982.548828
	Iteration 55Q: 3 clusters Score -2.184759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -21847580.000000 Penalty: 5982.548828
	Iteration 56Q: 3 clusters Score -2.184758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -21847580.000000 Penalty: 5982.548828
	Iteration 57F: 3 clusters Score -2.184758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Entering Unmasked Estep 
Score: -4807712.500000 Penalty: 2621.272949
	Iteration 0F: 2 clusters Score -4807712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4781276.000000 Penalty: 5242.545898
	Iteration 0F: 3 clusters Score -4781276 nChanged 17849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4791275.500000 Penalty: 5242.545898
	Iteration 1F: 3 clusters Score -4791276 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4792059.000000 Penalty: 5242.545898
	Iteration 2Q: 3 clusters Score -4792059 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4792959.000000 Penalty: 5242.545898
	Iteration 3F: 3 clusters Score -4792959 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4794251.000000 Penalty: 5242.545898
	Iteration 4F: 3 clusters Score -4794251 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -4796042.000000 Penalty: 5242.545898
	Iteration 5F: 3 clusters Score -4796042 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4798230.500000 Penalty: 5242.545898
	Iteration 6F: 3 clusters Score -4798230 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4800536.500000 Penalty: 5242.545898
	Iteration 7F: 3 clusters Score -4800536 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4802595.000000 Penalty: 5242.545898
	Iteration 8F: 3 clusters Score -4802595 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4804150.000000 Penalty: 5242.545898
	Iteration 9Q: 3 clusters Score -4804150 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4805029.500000 Penalty: 5242.545898
	Iteration 10Q: 3 clusters Score -4805030 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4805406.000000 Penalty: 5242.545898
	Iteration 11Q: 3 clusters Score -4805406 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4805605.500000 Penalty: 5242.545898
	Iteration 12Q: 3 clusters Score -4805606 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4805743.500000 Penalty: 5242.545898
	Iteration 13Q: 3 clusters Score -4805744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4805837.500000 Penalty: 5242.545898
	Iteration 14Q: 3 clusters Score -4805838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4805920.500000 Penalty: 5242.545898
	Iteration 15Q: 3 clusters Score -4805920 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4805966.500000 Penalty: 5242.545898
	Iteration 16Q: 3 clusters Score -4805966 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4806041.000000 Penalty: 5242.545898
	Iteration 17Q: 3 clusters Score -4806041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4806092.500000 Penalty: 5242.545898
	Iteration 18Q: 3 clusters Score -4806092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4806152.000000 Penalty: 5242.545898
	Iteration 19Q: 3 clusters Score -4806152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4806184.500000 Penalty: 5242.545898
	Iteration 20F: 3 clusters Score -4806184 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4806227.500000 Penalty: 5242.545898
	Iteration 21Q: 3 clusters Score -4806228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4806265.000000 Penalty: 5242.545898
	Iteration 22Q: 3 clusters Score -4806265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4806292.500000 Penalty: 5242.545898
	Iteration 23Q: 3 clusters Score -4806292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4806326.000000 Penalty: 5242.545898
	Iteration 24Q: 3 clusters Score -4806326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4806326.000000 Penalty: 5242.545898
	Iteration 25Q: 3 clusters Score -4806326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4806356.000000 Penalty: 5242.545898
	Iteration 26Q: 3 clusters Score -4806356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4806369.500000 Penalty: 5242.545898
	Iteration 27Q: 3 clusters Score -4806370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4806373.000000 Penalty: 5242.545898
	Iteration 28Q: 3 clusters Score -4806373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4806371.000000 Penalty: 5242.545898
	Iteration 29Q: 3 clusters Score -4806371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4806383.000000 Penalty: 5242.545898
	Iteration 30Q: 3 clusters Score -4806383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4806391.000000 Penalty: 5242.545898
	Iteration 31Q: 3 clusters Score -4806391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4806409.000000 Penalty: 5242.545898
	Iteration 32Q: 3 clusters Score -4806409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4806417.000000 Penalty: 5242.545898
	Iteration 33Q: 3 clusters Score -4806417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4806421.500000 Penalty: 5242.545898
	Iteration 34Q: 3 clusters Score -4806422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4806441.500000 Penalty: 5242.545898
	Iteration 35Q: 3 clusters Score -4806442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4806447.500000 Penalty: 5242.545898
	Iteration 36Q: 3 clusters Score -4806448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4806453.500000 Penalty: 5242.545898
	Iteration 37Q: 3 clusters Score -4806454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4806457.000000 Penalty: 5242.545898
	Iteration 38Q: 3 clusters Score -4806457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4806450.000000 Penalty: 5242.545898
	Iteration 39Q: 3 clusters Score -4806450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4806462.000000 Penalty: 5242.545898
	Iteration 40F: 3 clusters Score -4806462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4806464.500000 Penalty: 5242.545898
	Iteration 41Q: 3 clusters Score -4806464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4806471.000000 Penalty: 5242.545898
	Iteration 42Q: 3 clusters Score -4806471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4806469.000000 Penalty: 5242.545898
	Iteration 43Q: 3 clusters Score -4806469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4806473.500000 Penalty: 5242.545898
	Iteration 44Q: 3 clusters Score -4806474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4806482.500000 Penalty: 5242.545898
	Iteration 45Q: 3 clusters Score -4806482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4806487.000000 Penalty: 5242.545898
	Iteration 46Q: 3 clusters Score -4806487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4806495.500000 Penalty: 5242.545898
	Iteration 47Q: 3 clusters Score -4806496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4806496.500000 Penalty: 5242.545898
	Iteration 48Q: 3 clusters Score -4806496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4806490.000000 Penalty: 5242.545898
	Iteration 49Q: 3 clusters Score -4806490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4806489.500000 Penalty: 5242.545898
	Iteration 50Q: 3 clusters Score -4806490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4806492.500000 Penalty: 5242.545898
	Iteration 51Q: 3 clusters Score -4806492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4806490.500000 Penalty: 5242.545898
	Iteration 52Q: 3 clusters Score -4806490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4806486.000000 Penalty: 5242.545898
	Iteration 53Q: 3 clusters Score -4806486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4806487.500000 Penalty: 5242.545898
	Iteration 54Q: 3 clusters Score -4806488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4806486.000000 Penalty: 5242.545898
	Iteration 55Q: 3 clusters Score -4806486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4806496.000000 Penalty: 5242.545898
	Iteration 56Q: 3 clusters Score -4806496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4806492.000000 Penalty: 5242.545898
	Iteration 57Q: 3 clusters Score -4806492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4806498.500000 Penalty: 5242.545898
	Iteration 58Q: 3 clusters Score -4806498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4806503.500000 Penalty: 5242.545898
	Iteration 59Q: 3 clusters Score -4806504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4806506.000000 Penalty: 5242.545898
	Iteration 60F: 3 clusters Score -4806506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4806504.500000 Penalty: 5242.545898
	Iteration 61Q: 3 clusters Score -4806504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4806507.000000 Penalty: 5242.545898
	Iteration 62Q: 3 clusters Score -4806507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4806514.500000 Penalty: 5242.545898
	Iteration 63Q: 3 clusters Score -4806514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4806520.500000 Penalty: 5242.545898
	Iteration 64Q: 3 clusters Score -4806520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4806520.500000 Penalty: 5242.545898
	Iteration 65Q: 3 clusters Score -4806520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4806518.500000 Penalty: 5242.545898
	Iteration 66Q: 3 clusters Score -4806518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4806516.500000 Penalty: 5242.545898
	Iteration 67Q: 3 clusters Score -4806516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4806514.000000 Penalty: 5242.545898
	Iteration 68Q: 3 clusters Score -4806514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4806508.000000 Penalty: 5242.545898
	Iteration 69Q: 3 clusters Score -4806508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4806510.500000 Penalty: 5242.545898
	Iteration 70Q: 3 clusters Score -4806510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4806511.000000 Penalty: 5242.545898
	Iteration 71Q: 3 clusters Score -4806511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -4806514.500000 Penalty: 5242.545898
	Iteration 72Q: 3 clusters Score -4806514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4806507.000000 Penalty: 5242.545898
	Iteration 73Q: 3 clusters Score -4806507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4806505.500000 Penalty: 5242.545898
	Iteration 74Q: 3 clusters Score -4806506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4806510.000000 Penalty: 5242.545898
	Iteration 75Q: 3 clusters Score -4806510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4806512.500000 Penalty: 5242.545898
	Iteration 76Q: 3 clusters Score -4806512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4806511.500000 Penalty: 5242.545898
	Iteration 77Q: 3 clusters Score -4806512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4806509.500000 Penalty: 5242.545898
	Iteration 78Q: 3 clusters Score -4806510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4806520.500000 Penalty: 5242.545898
	Iteration 79Q: 3 clusters Score -4806520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4806525.000000 Penalty: 5242.545898
	Iteration 80F: 3 clusters Score -4806525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4806527.000000 Penalty: 5242.545898
	Iteration 81Q: 3 clusters Score -4806527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4806527.000000 Penalty: 5242.545898
	Iteration 82Q: 3 clusters Score -4806527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4806526.500000 Penalty: 5242.545898
	Iteration 83Q: 3 clusters Score -4806526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4806526.500000 Penalty: 5242.545898
	Iteration 84F: 3 clusters Score -4806526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -235942.609375 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -235942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233093.703125 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -233093.7 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -233870.843750 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -233870.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -234259.359375 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -234259.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234627.890625 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -234627.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -234827.703125 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -234827.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -234969.906250 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -234969.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -235043.968750 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -235044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -235089.968750 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -235090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -235125.968750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -235126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -235153.968750 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -235154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -235193.093750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -235193.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -235225.781250 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -235225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -235243.171875 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -235243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -235260.453125 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -235260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -235270.984375 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -235271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -235285.156250 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -235285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -235298.265625 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -235298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -235305.703125 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -235305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -235310.296875 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -235310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -235312.390625 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -235312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -235313.625000 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -235313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -235314.109375 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -235314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -235314.109375 Penalty: 3846.435547
	Iteration 22F: 3 clusters Score -235314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Entering Unmasked Estep 
Score: -4376994.000000 Penalty: 2594.061768
	Iteration 0F: 2 clusters Score -4376994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4353317.500000 Penalty: 5188.123535
	Iteration 0F: 3 clusters Score -4353318 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4362451.000000 Penalty: 5188.123535
	Iteration 1F: 3 clusters Score -4362451 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4363453.000000 Penalty: 5188.123535
	Iteration 2F: 3 clusters Score -4363453 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4365010.500000 Penalty: 5188.123535
	Iteration 3F: 3 clusters Score -4365010 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4367199.500000 Penalty: 5188.123535
	Iteration 4F: 3 clusters Score -4367200 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4369857.000000 Penalty: 5188.123535
	Iteration 5F: 3 clusters Score -4369857 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4372472.500000 Penalty: 5188.123535
	Iteration 6F: 3 clusters Score -4372472 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4374384.500000 Penalty: 5188.123535
	Iteration 7F: 3 clusters Score -4374384 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4375485.500000 Penalty: 5188.123535
	Iteration 8Q: 3 clusters Score -4375486 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4375973.500000 Penalty: 5188.123535
	Iteration 9Q: 3 clusters Score -4375974 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4376159.500000 Penalty: 5188.123535
	Iteration 10Q: 3 clusters Score -4376160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4376224.000000 Penalty: 5188.123535
	Iteration 11Q: 3 clusters Score -4376224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4376256.000000 Penalty: 5188.123535
	Iteration 12Q: 3 clusters Score -4376256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4376274.000000 Penalty: 5188.123535
	Iteration 13Q: 3 clusters Score -4376274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4376276.000000 Penalty: 5188.123535
	Iteration 14Q: 3 clusters Score -4376276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4376289.000000 Penalty: 5188.123535
	Iteration 15Q: 3 clusters Score -4376289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4376286.000000 Penalty: 5188.123535
	Iteration 16Q: 3 clusters Score -4376286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4376292.000000 Penalty: 5188.123535
	Iteration 17Q: 3 clusters Score -4376292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4376291.000000 Penalty: 5188.123535
	Iteration 18Q: 3 clusters Score -4376291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4376293.000000 Penalty: 5188.123535
	Iteration 19Q: 3 clusters Score -4376293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4376293.000000 Penalty: 5188.123535
	Iteration 20F: 3 clusters Score -4376293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4376291.000000 Penalty: 5188.123535
	Iteration 21Q: 3 clusters Score -4376291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4376294.000000 Penalty: 5188.123535
	Iteration 22Q: 3 clusters Score -4376294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4376295.000000 Penalty: 5188.123535
	Iteration 23Q: 3 clusters Score -4376295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4376294.000000 Penalty: 5188.123535
	Iteration 24Q: 3 clusters Score -4376294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4376294.000000 Penalty: 5188.123535
	Iteration 25F: 3 clusters Score -4376294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -64529.832031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -64529.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63126.539062 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -63126.54 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63390.898438 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -63390.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63550.339844 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -63550.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63644.664062 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -63644.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63763.902344 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -63763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63829.906250 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -63829.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63874.234375 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -63874.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63892.507812 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -63892.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63908.628906 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -63908.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63910.312500 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -63910.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63920.628906 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -63920.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63923.761719 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -63923.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63928.675781 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -63928.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63936.148438 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -63936.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63941.457031 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -63941.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63944.121094 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -63944.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63952.726562 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -63952.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63952.726562 Penalty: 3019.040283
	Iteration 17F: 3 clusters Score -63952.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -832138.437500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -832138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -826401.500000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -826401.5 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -827868.687500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -827868.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -828119.812500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -828119.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -828308.812500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -828308.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -828478.500000 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -828478.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -828649.312500 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -828649.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -828843.062500 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -828843.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -828996.250000 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -828996.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -829114.437500 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -829114.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -829203.125000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -829203.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -829288.250000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -829288.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -829383.437500 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -829383.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -829498.812500 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -829498.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -829615.625000 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -829615.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -829766.125000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -829766.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -829942.875000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -829942.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -830135.625000 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -830135.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -830312.750000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -830312.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -830491.937500 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -830491.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -830655.750000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -830655.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -830818.375000 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -830818.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -830912.500000 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -830912.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -830981.000000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -830981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -831024.687500 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -831024.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -831057.625000 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -831057.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -831098.687500 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -831098.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -831129.437500 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -831129.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -831157.250000 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -831157.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -831182.125000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -831182.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -831216.000000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -831216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -831252.187500 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -831252.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -831292.187500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -831292.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -831336.625000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -831336.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -831384.000000 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -831384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -831431.062500 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -831431.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -831486.687500 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -831486.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -831568.000000 Penalty: 4375.139648
	Iteration 36Q: 3 clusters Score -831568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -831688.375000 Penalty: 4375.139648
	Iteration 37Q: 3 clusters Score -831688.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -831825.562500 Penalty: 4375.139648
	Iteration 38Q: 3 clusters Score -831825.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -831993.125000 Penalty: 4375.139648
	Iteration 39Q: 3 clusters Score -831993.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -832246.625000 Penalty: 4375.139648
	Iteration 40F: 3 clusters Score -832246.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -832536.187500 Penalty: 4375.139648
	Iteration 41Q: 3 clusters Score -832536.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -832816.000000 Penalty: 4375.139648
	Iteration 42Q: 3 clusters Score -832816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -832934.687500 Penalty: 4375.139648
	Iteration 43Q: 3 clusters Score -832934.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -832969.625000 Penalty: 4375.139648
	Iteration 44Q: 3 clusters Score -832969.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -832989.312500 Penalty: 4375.139648
	Iteration 45Q: 3 clusters Score -832989.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -832995.187500 Penalty: 4375.139648
	Iteration 46Q: 3 clusters Score -832995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -833000.000000 Penalty: 4375.139648
	Iteration 47Q: 3 clusters Score -833000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -833004.187500 Penalty: 4375.139648
	Iteration 48Q: 3 clusters Score -833004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -833004.312500 Penalty: 4375.139648
	Iteration 49Q: 3 clusters Score -833004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -833007.062500 Penalty: 4375.139648
	Iteration 50Q: 3 clusters Score -833007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -833006.875000 Penalty: 4375.139648
	Iteration 51Q: 3 clusters Score -833006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -833007.687500 Penalty: 4375.139648
	Iteration 52Q: 3 clusters Score -833007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -833007.750000 Penalty: 4375.139648
	Iteration 53Q: 3 clusters Score -833007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -833008.375000 Penalty: 4375.139648
	Iteration 54Q: 3 clusters Score -833008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -833007.312500 Penalty: 4375.139648
	Iteration 55Q: 3 clusters Score -833007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -833008.187500 Penalty: 4375.139648
	Iteration 56Q: 3 clusters Score -833008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -833008.312500 Penalty: 4375.139648
	Iteration 57Q: 3 clusters Score -833008.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -833008.312500 Penalty: 4375.139648
	Iteration 58F: 3 clusters Score -833008.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3539 members 
Entering Unmasked Estep 
Score: -134500928.000000 Penalty: 241698.718750
Splitting cluster 15 changes total score from -134501248.000000 to -134500928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -329142.531250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -329142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -326080.937500 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -326080.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326714.562500 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -326714.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -326952.718750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -326952.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -327093.375000 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -327093.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -327211.406250 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -327211.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -327300.531250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -327300.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -327362.062500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -327362.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -327407.250000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -327407.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -327436.875000 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -327436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -327460.531250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -327460.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -327483.187500 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -327483.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -327509.718750 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -327509.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -327531.812500 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -327531.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -327547.468750 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -327547.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -327564.156250 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -327564.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -327574.843750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -327574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -327582.656250 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -327582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -327586.218750 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -327586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -327588.468750 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -327588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -327591.718750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -327591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -327595.125000 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -327595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -327597.250000 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -327597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -327598.593750 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -327598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -327598.937500 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -327598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -327601.000000 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -327601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -327602.156250 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -327602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -327603.687500 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -327603.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -327603.687500 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -327603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -327605.343750 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -327605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -327606.843750 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -327606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -327607.750000 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -327607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -327607.750000 Penalty: 3919.817139
	Iteration 31F: 3 clusters Score -327607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Entering Unmasked Estep 
Score: -896351.437500 Penalty: 2203.760742
	Iteration 0F: 2 clusters Score -896351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -890492.312500 Penalty: 4407.521484
	Iteration 0F: 3 clusters Score -890492.3 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -892197.375000 Penalty: 4407.521484
	Iteration 1F: 3 clusters Score -892197.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -892528.187500 Penalty: 4407.521484
	Iteration 2F: 3 clusters Score -892528.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -892741.812500 Penalty: 4407.521484
	Iteration 3F: 3 clusters Score -892741.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -892912.937500 Penalty: 4407.521484
	Iteration 4Q: 3 clusters Score -892912.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -893078.375000 Penalty: 4407.521484
	Iteration 5Q: 3 clusters Score -893078.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -893233.375000 Penalty: 4407.521484
	Iteration 6Q: 3 clusters Score -893233.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -893370.687500 Penalty: 4407.521484
	Iteration 7Q: 3 clusters Score -893370.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -893541.562500 Penalty: 4407.521484
	Iteration 8Q: 3 clusters Score -893541.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -893739.000000 Penalty: 4407.521484
	Iteration 9Q: 3 clusters Score -893739 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -893963.687500 Penalty: 4407.521484
	Iteration 10Q: 3 clusters Score -893963.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -894186.687500 Penalty: 4407.521484
	Iteration 11Q: 3 clusters Score -894186.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -894381.875000 Penalty: 4407.521484
	Iteration 12Q: 3 clusters Score -894381.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -894508.375000 Penalty: 4407.521484
	Iteration 13Q: 3 clusters Score -894508.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -894587.812500 Penalty: 4407.521484
	Iteration 14Q: 3 clusters Score -894587.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -894655.687500 Penalty: 4407.521484
	Iteration 15Q: 3 clusters Score -894655.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -894703.437500 Penalty: 4407.521484
	Iteration 16Q: 3 clusters Score -894703.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -894735.687500 Penalty: 4407.521484
	Iteration 17Q: 3 clusters Score -894735.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -894761.812500 Penalty: 4407.521484
	Iteration 18Q: 3 clusters Score -894761.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -894785.875000 Penalty: 4407.521484
	Iteration 19Q: 3 clusters Score -894785.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -894806.125000 Penalty: 4407.521484
	Iteration 20F: 3 clusters Score -894806.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -894825.562500 Penalty: 4407.521484
	Iteration 21Q: 3 clusters Score -894825.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -894841.500000 Penalty: 4407.521484
	Iteration 22Q: 3 clusters Score -894841.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -894864.312500 Penalty: 4407.521484
	Iteration 23Q: 3 clusters Score -894864.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -894881.437500 Penalty: 4407.521484
	Iteration 24Q: 3 clusters Score -894881.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -894905.000000 Penalty: 4407.521484
	Iteration 25Q: 3 clusters Score -894905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -894931.937500 Penalty: 4407.521484
	Iteration 26Q: 3 clusters Score -894931.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -894959.187500 Penalty: 4407.521484
	Iteration 27Q: 3 clusters Score -894959.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -894981.437500 Penalty: 4407.521484
	Iteration 28Q: 3 clusters Score -894981.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -895007.562500 Penalty: 4407.521484
	Iteration 29Q: 3 clusters Score -895007.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -895040.250000 Penalty: 4407.521484
	Iteration 30Q: 3 clusters Score -895040.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -895067.875000 Penalty: 4407.521484
	Iteration 31Q: 3 clusters Score -895067.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -895093.687500 Penalty: 4407.521484
	Iteration 32Q: 3 clusters Score -895093.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -895118.625000 Penalty: 4407.521484
	Iteration 33Q: 3 clusters Score -895118.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -895146.125000 Penalty: 4407.521484
	Iteration 34Q: 3 clusters Score -895146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -895169.562500 Penalty: 4407.521484
	Iteration 35Q: 3 clusters Score -895169.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -895182.375000 Penalty: 4407.521484
	Iteration 36Q: 3 clusters Score -895182.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -895191.500000 Penalty: 4407.521484
	Iteration 37Q: 3 clusters Score -895191.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -895200.062500 Penalty: 4407.521484
	Iteration 38Q: 3 clusters Score -895200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -895207.875000 Penalty: 4407.521484
	Iteration 39Q: 3 clusters Score -895207.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -895224.437500 Penalty: 4407.521484
	Iteration 40F: 3 clusters Score -895224.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -895248.187500 Penalty: 4407.521484
	Iteration 41Q: 3 clusters Score -895248.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -895273.375000 Penalty: 4407.521484
	Iteration 42Q: 3 clusters Score -895273.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -895293.937500 Penalty: 4407.521484
	Iteration 43Q: 3 clusters Score -895293.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -895310.375000 Penalty: 4407.521484
	Iteration 44Q: 3 clusters Score -895310.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -895321.937500 Penalty: 4407.521484
	Iteration 45Q: 3 clusters Score -895321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -895331.000000 Penalty: 4407.521484
	Iteration 46Q: 3 clusters Score -895331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -895340.562500 Penalty: 4407.521484
	Iteration 47Q: 3 clusters Score -895340.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -895348.062500 Penalty: 4407.521484
	Iteration 48Q: 3 clusters Score -895348.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -895358.750000 Penalty: 4407.521484
	Iteration 49Q: 3 clusters Score -895358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -895362.437500 Penalty: 4407.521484
	Iteration 50Q: 3 clusters Score -895362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -895365.250000 Penalty: 4407.521484
	Iteration 51Q: 3 clusters Score -895365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -895368.250000 Penalty: 4407.521484
	Iteration 52Q: 3 clusters Score -895368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -895368.250000 Penalty: 4407.521484
	Iteration 53Q: 3 clusters Score -895368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -895369.875000 Penalty: 4407.521484
	Iteration 54Q: 3 clusters Score -895369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -895369.875000 Penalty: 4407.521484
	Iteration 55F: 3 clusters Score -895369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -784730.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -784730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -780354.937500 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -780354.9 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -781532.437500 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -781532.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -781899.812500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -781899.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -782120.687500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -782120.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -782308.687500 Penalty: 4201.897949
	Iteration 4F: 3 clusters Score -782308.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -782451.187500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -782451.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -782567.437500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -782567.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -782663.937500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -782663.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -782753.687500 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -782753.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -782823.000000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -782823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -782882.687500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -782882.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -782935.125000 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -782935.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -782980.875000 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -782980.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -783017.187500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -783017.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -783048.750000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -783048.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -783073.500000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -783073.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -783094.000000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -783094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -783108.187500 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -783108.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -783122.250000 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -783122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -783136.125000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -783136.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -783152.250000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -783152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -783163.375000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -783163.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -783169.937500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -783169.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -783178.187500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -783178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -783186.875000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -783186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -783196.937500 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -783196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -783199.250000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -783199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -783200.562500 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -783200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -783203.937500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -783203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -783208.625000 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -783208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -783211.500000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -783211.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -783216.375000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -783216.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -783223.937500 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -783223.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -783228.687500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -783228.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -783231.687500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -783231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -783232.875000 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -783232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -783233.750000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -783233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -783238.250000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -783238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -783242.812500 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -783242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -783247.187500 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -783247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -783249.187500 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -783249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -783250.625000 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -783250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783251.562500 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -783251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -783252.125000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -783252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783254.937500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -783254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783253.562500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -783253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -783255.125000 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -783255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -783255.750000 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -783255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -783255.750000 Penalty: 4201.897949
	Iteration 48F: 3 clusters Score -783255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Entering Unmasked Estep 
Score: -1502815.125000 Penalty: 2336.690674
	Iteration 0F: 2 clusters Score -1502815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1493553.625000 Penalty: 4673.381348
	Iteration 0F: 3 clusters Score -1493554 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1496433.750000 Penalty: 4673.381348
	Iteration 1F: 3 clusters Score -1496434 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1496845.875000 Penalty: 4673.381348
	Iteration 2F: 3 clusters Score -1496846 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1497191.500000 Penalty: 4673.381348
	Iteration 3F: 3 clusters Score -1497192 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1497566.000000 Penalty: 4673.381348
	Iteration 4F: 3 clusters Score -1497566 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1497934.250000 Penalty: 4673.381348
	Iteration 5F: 3 clusters Score -1497934 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1498335.000000 Penalty: 4673.381348
	Iteration 6F: 3 clusters Score -1498335 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1498777.250000 Penalty: 4673.381348
	Iteration 7F: 3 clusters Score -1498777 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1499184.625000 Penalty: 4673.381348
	Iteration 8F: 3 clusters Score -1499185 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1499463.000000 Penalty: 4673.381348
	Iteration 9Q: 3 clusters Score -1499463 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1499644 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1499766 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1499842 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1499895 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1499929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1499956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1499978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1500001 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1500015 nChanged 77
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1500036 nChanged 68
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Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1500047 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1500055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1500061 nChanged 37
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Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1500066 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1500073 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1500091 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1500097 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1500107 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1500118 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1500124 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1500138 nChanged 41
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1500140.375000 Penalty: 4673.381348
	Iteration 32Q: 3 clusters Score -1500140 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1500162.625000 Penalty: 4673.381348
	Iteration 33Q: 3 clusters Score -1500163 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1500168.625000 Penalty: 4673.381348
	Iteration 34Q: 3 clusters Score -1500169 nChanged 55
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1500183.000000 Penalty: 4673.381348
	Iteration 35Q: 3 clusters Score -1500183 nChanged 49
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Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1500193 nChanged 54
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Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1500209 nChanged 50
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1500224 nChanged 59
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Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1500239 nChanged 48
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Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1500250 nChanged 50
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Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1500258 nChanged 58
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1500274 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1500294 nChanged 72
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1500311 nChanged 59
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Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1500332 nChanged 71
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1500354 nChanged 70
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Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1500374 nChanged 88
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Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1500393.500000 Penalty: 4673.381348
	Iteration 48Q: 3 clusters Score -1500394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1500432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1500450 nChanged 73
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1500474 nChanged 67
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1500492 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1500510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1500512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1500526 nChanged 44
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Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1500538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1500541 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1500553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1500559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1500567 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1500578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1500590 nChanged 50
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1500602 nChanged 42
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1500616 nChanged 48
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Mstep: Class 1 contains 3797 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1500628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1500637 nChanged 51
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1500651 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1500661 nChanged 32
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Mstep: Class 1 contains 3630 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1500664 nChanged 33
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Mstep: Class 1 contains 3597 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1500675 nChanged 31
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Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1500683 nChanged 37
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Mstep: Class 1 contains 3529 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1500692 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1500699 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1500710 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1500714 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1500724 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3359 members 
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Entering Unmasked Estep 
Score: -1500731.500000 Penalty: 4673.381348
	Iteration 77Q: 3 clusters Score -1500732 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1500734 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1500743 nChanged 25
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Mstep: Class 1 contains 3293 members 
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Entering Unmasked Estep 
Score: -1500746.500000 Penalty: 4673.381348
	Iteration 80F: 3 clusters Score -1500746 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1500753.375000 Penalty: 4673.381348
	Iteration 81Q: 3 clusters Score -1500753 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1500761 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1500769 nChanged 30
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Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1500773 nChanged 23
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Mstep: Class 1 contains 3155 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1500776 nChanged 28
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9232 members 
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	Iteration 86Q: 3 clusters Score -1500783 nChanged 33
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Mstep: Class 1 contains 3094 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1500791 nChanged 30
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Mstep: Class 1 contains 3066 members 
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	Iteration 88Q: 3 clusters Score -1500800 nChanged 29
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Mstep: Class 1 contains 3039 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1500811 nChanged 31
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1500815 nChanged 22
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Mstep: Class 1 contains 2988 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1500821 nChanged 15
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Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1500822 nChanged 24
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Mstep: Class 1 contains 2949 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1500824 nChanged 18
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Mstep: Class 1 contains 2935 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1500833 nChanged 21
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1500836 nChanged 14
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Mstep: Class 1 contains 2904 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1500837 nChanged 14
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Mstep: Class 1 contains 2890 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1500835 nChanged 18
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Mstep: Class 1 contains 2872 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1500842 nChanged 21
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Mstep: Class 1 contains 2855 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1500850 nChanged 23
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Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1500851.500000 Penalty: 4673.381348
	Iteration 100F: 3 clusters Score -1500852 nChanged 14
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1500854 nChanged 16
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Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1500854 nChanged 15
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1500860 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1500862.375000 Penalty: 4673.381348
	Iteration 104Q: 3 clusters Score -1500862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1500864.250000 Penalty: 4673.381348
	Iteration 105Q: 3 clusters Score -1500864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1500870.250000 Penalty: 4673.381348
	Iteration 106Q: 3 clusters Score -1500870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1500870.625000 Penalty: 4673.381348
	Iteration 107Q: 3 clusters Score -1500871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1500874.875000 Penalty: 4673.381348
	Iteration 108Q: 3 clusters Score -1500875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1500879.500000 Penalty: 4673.381348
	Iteration 109Q: 3 clusters Score -1500880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1500883.000000 Penalty: 4673.381348
	Iteration 110Q: 3 clusters Score -1500883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1500890.125000 Penalty: 4673.381348
	Iteration 111Q: 3 clusters Score -1500890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1500891.000000 Penalty: 4673.381348
	Iteration 112Q: 3 clusters Score -1500891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1500896.500000 Penalty: 4673.381348
	Iteration 113Q: 3 clusters Score -1500896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1500895.625000 Penalty: 4673.381348
	Iteration 114Q: 3 clusters Score -1500896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1500896.875000 Penalty: 4673.381348
	Iteration 115Q: 3 clusters Score -1500897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1500900.375000 Penalty: 4673.381348
	Iteration 116Q: 3 clusters Score -1500900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1500903.375000 Penalty: 4673.381348
	Iteration 117Q: 3 clusters Score -1500903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1500908.125000 Penalty: 4673.381348
	Iteration 118Q: 3 clusters Score -1500908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1500905.000000 Penalty: 4673.381348
	Iteration 119Q: 3 clusters Score -1500905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1500905.625000 Penalty: 4673.381348
	Iteration 120F: 3 clusters Score -1500906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1500906.000000 Penalty: 4673.381348
	Iteration 121Q: 3 clusters Score -1500906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1500906.375000 Penalty: 4673.381348
	Iteration 122Q: 3 clusters Score -1500906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1500908.250000 Penalty: 4673.381348
	Iteration 123Q: 3 clusters Score -1500908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1500908.375000 Penalty: 4673.381348
	Iteration 124Q: 3 clusters Score -1500908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1500907.875000 Penalty: 4673.381348
	Iteration 125Q: 3 clusters Score -1500908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1500909.500000 Penalty: 4673.381348
	Iteration 126Q: 3 clusters Score -1500910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1500909.625000 Penalty: 4673.381348
	Iteration 127Q: 3 clusters Score -1500910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1500910.625000 Penalty: 4673.381348
	Iteration 128Q: 3 clusters Score -1500911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1500909.375000 Penalty: 4673.381348
	Iteration 129Q: 3 clusters Score -1500909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1500909.375000 Penalty: 4673.381348
	Iteration 130F: 3 clusters Score -1500909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -889916.000000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -889916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -883890.312500 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -883890.3 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -885449.875000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -885449.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -885702.812500 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -885702.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -885925.687500 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -885925.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -886130.437500 Penalty: 4415.280762
	Iteration 4Q: 3 clusters Score -886130.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -886317.437500 Penalty: 4415.280762
	Iteration 5Q: 3 clusters Score -886317.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -886501.625000 Penalty: 4415.280762
	Iteration 6Q: 3 clusters Score -886501.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -886713.250000 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -886713.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -886940.562500 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -886940.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -887167.312500 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -887167.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -887376.062500 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -887376.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -887568.375000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -887568.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -887731.312500 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -887731.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -887866.562500 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -887866.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -887959.187500 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -887959.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -888036.437500 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -888036.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -888085.687500 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -888085.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -888120.250000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -888120.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -888143.812500 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -888143.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -888170.875000 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -888170.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -888188.625000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -888188.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -888208.937500 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -888208.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -888236.875000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -888236.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -888256.812500 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -888256.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -888278.437500 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -888278.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -888313.562500 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -888313.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -888337.125000 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -888337.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -888355.875000 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -888355.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -888374.187500 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -888374.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -888384.562500 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -888384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -888403.000000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -888403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -888422.500000 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -888422.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -888439.750000 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -888439.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -888452.500000 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -888452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -888457.000000 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -888457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -888465.000000 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -888465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -888470.000000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -888470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -888477.062500 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -888477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -888481.812500 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -888481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -888485.312500 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -888485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -888485.000000 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -888485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -888486.687500 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -888486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -888486.750000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -888486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -888485.750000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -888485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -888488.062500 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -888488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -888489.000000 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -888489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -888488.687500 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -888488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -888488.062500 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -888488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -888493.000000 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -888493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -888492.375000 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -888492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -888492.812500 Penalty: 4415.280762
	Iteration 50Q: 3 clusters Score -888492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -888492.875000 Penalty: 4415.280762
	Iteration 51Q: 3 clusters Score -888492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -888493.437500 Penalty: 4415.280762
	Iteration 52Q: 3 clusters Score -888493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -888495.812500 Penalty: 4415.280762
	Iteration 53Q: 3 clusters Score -888495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -888497.125000 Penalty: 4415.280762
	Iteration 54Q: 3 clusters Score -888497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -888497.125000 Penalty: 4415.280762
	Iteration 55F: 3 clusters Score -888497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -394948.875000 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -394948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -391524.156250 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -391524.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392252.062500 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -392252.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -392479.343750 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -392479.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -392626.593750 Penalty: 4013.750732
	Iteration 3F: 3 clusters Score -392626.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -392745.656250 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -392745.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -392850.343750 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -392850.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -392966.625000 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -392966.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -393075.812500 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -393075.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -393149.468750 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -393149.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -393216.968750 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -393217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -393285.156250 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -393285.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -393339.656250 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -393339.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -393409.718750 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -393409.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -393462.156250 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -393462.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -393514.218750 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -393514.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -393578.562500 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -393578.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -393641.312500 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -393641.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -393696.968750 Penalty: 4013.750732
	Iteration 17Q: 3 clusters Score -393697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -393752.343750 Penalty: 4013.750732
	Iteration 18Q: 3 clusters Score -393752.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -393794.437500 Penalty: 4013.750732
	Iteration 19Q: 3 clusters Score -393794.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -393830.187500 Penalty: 4013.750732
	Iteration 20F: 3 clusters Score -393830.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -393850.750000 Penalty: 4013.750732
	Iteration 21Q: 3 clusters Score -393850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -393863.812500 Penalty: 4013.750732
	Iteration 22Q: 3 clusters Score -393863.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -393872.687500 Penalty: 4013.750732
	Iteration 23Q: 3 clusters Score -393872.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -393879.187500 Penalty: 4013.750732
	Iteration 24Q: 3 clusters Score -393879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -393883.312500 Penalty: 4013.750732
	Iteration 25Q: 3 clusters Score -393883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -393886.125000 Penalty: 4013.750732
	Iteration 26Q: 3 clusters Score -393886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -393886.906250 Penalty: 4013.750732
	Iteration 27Q: 3 clusters Score -393886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -393886.906250 Penalty: 4013.750732
	Iteration 28F: 3 clusters Score -393886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Entering Unmasked Estep 
Score: -8394869.000000 Penalty: 2757.171875
	Iteration 0F: 2 clusters Score -8394869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -8349469.500000 Penalty: 5514.343750
	Iteration 0F: 3 clusters Score -8349470 nChanged 31619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8367624.000000 Penalty: 5514.343750
	Iteration 1F: 3 clusters Score -8367624 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8368686.000000 Penalty: 5514.343750
	Iteration 2Q: 3 clusters Score -8368686 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8369962.500000 Penalty: 5514.343750
	Iteration 3Q: 3 clusters Score -8369962 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8371656.000000 Penalty: 5514.343750
	Iteration 4F: 3 clusters Score -8371656 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -8374056.500000 Penalty: 5514.343750
	Iteration 5F: 3 clusters Score -8374056 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -8377564.500000 Penalty: 5514.343750
	Iteration 6F: 3 clusters Score -8377564 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -8381929.500000 Penalty: 5514.343750
	Iteration 7F: 3 clusters Score -8381930 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -8386250.000000 Penalty: 5514.343750
	Iteration 8F: 3 clusters Score -8386250 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8389542.000000 Penalty: 5514.343750
	Iteration 9F: 3 clusters Score -8389542 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -8391269.000000 Penalty: 5514.343750
	Iteration 10Q: 3 clusters Score -8391269 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -8391976.000000 Penalty: 5514.343750
	Iteration 11Q: 3 clusters Score -8391976 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8392246.000000 Penalty: 5514.343750
	Iteration 12Q: 3 clusters Score -8392246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8392368.000000 Penalty: 5514.343750
	Iteration 13Q: 3 clusters Score -8392368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -8392445.000000 Penalty: 5514.343750
	Iteration 14Q: 3 clusters Score -8392445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -8392469.000000 Penalty: 5514.343750
	Iteration 15Q: 3 clusters Score -8392469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8392477.000000 Penalty: 5514.343750
	Iteration 16Q: 3 clusters Score -8392477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8392500.000000 Penalty: 5514.343750
	Iteration 17Q: 3 clusters Score -8392500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -8392512.000000 Penalty: 5514.343750
	Iteration 18Q: 3 clusters Score -8392512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -8392509.000000 Penalty: 5514.343750
	Iteration 19Q: 3 clusters Score -8392509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8392525.000000 Penalty: 5514.343750
	Iteration 20F: 3 clusters Score -8392525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -8392538.000000 Penalty: 5514.343750
	Iteration 21Q: 3 clusters Score -8392538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8392547.000000 Penalty: 5514.343750
	Iteration 22Q: 3 clusters Score -8392547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -8392556.000000 Penalty: 5514.343750
	Iteration 23Q: 3 clusters Score -8392556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -8392556.000000 Penalty: 5514.343750
	Iteration 24Q: 3 clusters Score -8392556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -8392556.000000 Penalty: 5514.343750
	Iteration 25Q: 3 clusters Score -8392556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -8392556.000000 Penalty: 5514.343750
	Iteration 26Q: 3 clusters Score -8392556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -8392556.000000 Penalty: 5514.343750
	Iteration 27F: 3 clusters Score -8392556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1819225.250000 Penalty: 2379.101562
	Iteration 0F: 2 clusters Score -1819225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1808568.000000 Penalty: 4758.203125
	Iteration 0F: 3 clusters Score -1808568 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1812315.625000 Penalty: 4758.203125
	Iteration 1F: 3 clusters Score -1812316 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1812998.875000 Penalty: 4758.203125
	Iteration 2F: 3 clusters Score -1812999 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1813549.375000 Penalty: 4758.203125
	Iteration 3F: 3 clusters Score -1813549 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1814116.250000 Penalty: 4758.203125
	Iteration 4F: 3 clusters Score -1814116 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1814676.250000 Penalty: 4758.203125
	Iteration 5F: 3 clusters Score -1814676 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1815199.500000 Penalty: 4758.203125
	Iteration 6F: 3 clusters Score -1815200 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1815627.000000 Penalty: 4758.203125
	Iteration 7F: 3 clusters Score -1815627 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1815899.125000 Penalty: 4758.203125
	Iteration 8Q: 3 clusters Score -1815899 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1816068.375000 Penalty: 4758.203125
	Iteration 9Q: 3 clusters Score -1816068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1816188.250000 Penalty: 4758.203125
	Iteration 10Q: 3 clusters Score -1816188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1816281.250000 Penalty: 4758.203125
	Iteration 11Q: 3 clusters Score -1816281 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1816362.125000 Penalty: 4758.203125
	Iteration 12Q: 3 clusters Score -1816362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1816426.625000 Penalty: 4758.203125
	Iteration 13Q: 3 clusters Score -1816427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1816498.875000 Penalty: 4758.203125
	Iteration 14Q: 3 clusters Score -1816499 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1816555.625000 Penalty: 4758.203125
	Iteration 15Q: 3 clusters Score -1816556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1816615.500000 Penalty: 4758.203125
	Iteration 16Q: 3 clusters Score -1816616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1816679.750000 Penalty: 4758.203125
	Iteration 17Q: 3 clusters Score -1816680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1816755.125000 Penalty: 4758.203125
	Iteration 18Q: 3 clusters Score -1816755 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1816842.750000 Penalty: 4758.203125
	Iteration 19Q: 3 clusters Score -1816843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1816950.250000 Penalty: 4758.203125
	Iteration 20F: 3 clusters Score -1816950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1817081.625000 Penalty: 4758.203125
	Iteration 21Q: 3 clusters Score -1817082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1817231.000000 Penalty: 4758.203125
	Iteration 22Q: 3 clusters Score -1817231 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1817379.750000 Penalty: 4758.203125
	Iteration 23Q: 3 clusters Score -1817380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1817517.000000 Penalty: 4758.203125
	Iteration 24Q: 3 clusters Score -1817517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1817624.375000 Penalty: 4758.203125
	Iteration 25Q: 3 clusters Score -1817624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1817695.000000 Penalty: 4758.203125
	Iteration 26Q: 3 clusters Score -1817695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1817733.375000 Penalty: 4758.203125
	Iteration 27Q: 3 clusters Score -1817733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1817758.375000 Penalty: 4758.203125
	Iteration 28Q: 3 clusters Score -1817758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1817781.750000 Penalty: 4758.203125
	Iteration 29Q: 3 clusters Score -1817782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1817785.125000 Penalty: 4758.203125
	Iteration 30Q: 3 clusters Score -1817785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1817793.375000 Penalty: 4758.203125
	Iteration 31Q: 3 clusters Score -1817793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1817799.500000 Penalty: 4758.203125
	Iteration 32Q: 3 clusters Score -1817800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1817806.875000 Penalty: 4758.203125
	Iteration 33Q: 3 clusters Score -1817807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1817818.000000 Penalty: 4758.203125
	Iteration 34Q: 3 clusters Score -1817818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1817828.000000 Penalty: 4758.203125
	Iteration 35Q: 3 clusters Score -1817828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1817834.250000 Penalty: 4758.203125
	Iteration 36Q: 3 clusters Score -1817834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1817837.875000 Penalty: 4758.203125
	Iteration 37Q: 3 clusters Score -1817838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1817833.625000 Penalty: 4758.203125
	Iteration 38Q: 3 clusters Score -1817834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1817832.625000 Penalty: 4758.203125
	Iteration 39Q: 3 clusters Score -1817833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1817838.500000 Penalty: 4758.203125
	Iteration 40F: 3 clusters Score -1817838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1817837.500000 Penalty: 4758.203125
	Iteration 41Q: 3 clusters Score -1817838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1817838.500000 Penalty: 4758.203125
	Iteration 42Q: 3 clusters Score -1817838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1817837.625000 Penalty: 4758.203125
	Iteration 43Q: 3 clusters Score -1817838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1817839.250000 Penalty: 4758.203125
	Iteration 44Q: 3 clusters Score -1817839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1817839.250000 Penalty: 4758.203125
	Iteration 45Q: 3 clusters Score -1817839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1817841.500000 Penalty: 4758.203125
	Iteration 46Q: 3 clusters Score -1817842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1817841.500000 Penalty: 4758.203125
	Iteration 47F: 3 clusters Score -1817842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Entering Unmasked Estep 
Score: -4866289.000000 Penalty: 2622.796875
	Iteration 0F: 2 clusters Score -4866289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4839788.000000 Penalty: 5245.593750
	Iteration 0F: 3 clusters Score -4839788 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4849735.000000 Penalty: 5245.593750
	Iteration 1F: 3 clusters Score -4849735 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4850484.000000 Penalty: 5245.593750
	Iteration 2Q: 3 clusters Score -4850484 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4851224.500000 Penalty: 5245.593750
	Iteration 3Q: 3 clusters Score -4851224 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4851960.000000 Penalty: 5245.593750
	Iteration 4Q: 3 clusters Score -4851960 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4852651.500000 Penalty: 5245.593750
	Iteration 5Q: 3 clusters Score -4852652 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4853346.500000 Penalty: 5245.593750
	Iteration 6Q: 3 clusters Score -4853346 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4854199.000000 Penalty: 5245.593750
	Iteration 7Q: 3 clusters Score -4854199 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4855395.000000 Penalty: 5245.593750
	Iteration 8Q: 3 clusters Score -4855395 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4856922.000000 Penalty: 5245.593750
	Iteration 9F: 3 clusters Score -4856922 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4858452.000000 Penalty: 5245.593750
	Iteration 10F: 3 clusters Score -4858452 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4859642.000000 Penalty: 5245.593750
	Iteration 11Q: 3 clusters Score -4859642 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4860338.500000 Penalty: 5245.593750
	Iteration 12Q: 3 clusters Score -4860338 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4860685.000000 Penalty: 5245.593750
	Iteration 13Q: 3 clusters Score -4860685 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4860931.500000 Penalty: 5245.593750
	Iteration 14Q: 3 clusters Score -4860932 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4861106.500000 Penalty: 5245.593750
	Iteration 15Q: 3 clusters Score -4861106 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4861263.500000 Penalty: 5245.593750
	Iteration 16Q: 3 clusters Score -4861264 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4861356.500000 Penalty: 5245.593750
	Iteration 17Q: 3 clusters Score -4861356 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4861427.500000 Penalty: 5245.593750
	Iteration 18Q: 3 clusters Score -4861428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4861501.500000 Penalty: 5245.593750
	Iteration 19Q: 3 clusters Score -4861502 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4861550.500000 Penalty: 5245.593750
	Iteration 20F: 3 clusters Score -4861550 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4861597.500000 Penalty: 5245.593750
	Iteration 21Q: 3 clusters Score -4861598 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4861683.000000 Penalty: 5245.593750
	Iteration 22Q: 3 clusters Score -4861683 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4861745.500000 Penalty: 5245.593750
	Iteration 23Q: 3 clusters Score -4861746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4861762.500000 Penalty: 5245.593750
	Iteration 24Q: 3 clusters Score -4861762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4861792.500000 Penalty: 5245.593750
	Iteration 25Q: 3 clusters Score -4861792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4861834.500000 Penalty: 5245.593750
	Iteration 26Q: 3 clusters Score -4861834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4861854.000000 Penalty: 5245.593750
	Iteration 27Q: 3 clusters Score -4861854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4861893.500000 Penalty: 5245.593750
	Iteration 28Q: 3 clusters Score -4861894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4861972.500000 Penalty: 5245.593750
	Iteration 29Q: 3 clusters Score -4861972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4861971.500000 Penalty: 5245.593750
	Iteration 30Q: 3 clusters Score -4861972 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4861981.500000 Penalty: 5245.593750
	Iteration 31Q: 3 clusters Score -4861982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4862018.500000 Penalty: 5245.593750
	Iteration 32Q: 3 clusters Score -4862018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4862046.500000 Penalty: 5245.593750
	Iteration 33Q: 3 clusters Score -4862046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4862062.000000 Penalty: 5245.593750
	Iteration 34Q: 3 clusters Score -4862062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4862089.000000 Penalty: 5245.593750
	Iteration 35Q: 3 clusters Score -4862089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4862097.500000 Penalty: 5245.593750
	Iteration 36Q: 3 clusters Score -4862098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4862124.000000 Penalty: 5245.593750
	Iteration 37Q: 3 clusters Score -4862124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4862154.500000 Penalty: 5245.593750
	Iteration 38Q: 3 clusters Score -4862154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4862180.000000 Penalty: 5245.593750
	Iteration 39Q: 3 clusters Score -4862180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4862201.500000 Penalty: 5245.593750
	Iteration 40F: 3 clusters Score -4862202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4862209.000000 Penalty: 5245.593750
	Iteration 41Q: 3 clusters Score -4862209 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -4862254.000000 Penalty: 5245.593750
	Iteration 42Q: 3 clusters Score -4862254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4862268.000000 Penalty: 5245.593750
	Iteration 43Q: 3 clusters Score -4862268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4862300.500000 Penalty: 5245.593750
	Iteration 44Q: 3 clusters Score -4862300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4862323.500000 Penalty: 5245.593750
	Iteration 45Q: 3 clusters Score -4862324 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4862382.500000 Penalty: 5245.593750
	Iteration 46Q: 3 clusters Score -4862382 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4862415.000000 Penalty: 5245.593750
	Iteration 47Q: 3 clusters Score -4862415 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4862474.000000 Penalty: 5245.593750
	Iteration 48Q: 3 clusters Score -4862474 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4862553.000000 Penalty: 5245.593750
	Iteration 49Q: 3 clusters Score -4862553 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4862616.500000 Penalty: 5245.593750
	Iteration 50Q: 3 clusters Score -4862616 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4862676.000000 Penalty: 5245.593750
	Iteration 51Q: 3 clusters Score -4862676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4862749.000000 Penalty: 5245.593750
	Iteration 52Q: 3 clusters Score -4862749 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4862822.500000 Penalty: 5245.593750
	Iteration 53Q: 3 clusters Score -4862822 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4862877.500000 Penalty: 5245.593750
	Iteration 54Q: 3 clusters Score -4862878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4862968.500000 Penalty: 5245.593750
	Iteration 55Q: 3 clusters Score -4862968 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4863002.000000 Penalty: 5245.593750
	Iteration 56Q: 3 clusters Score -4863002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4863041.000000 Penalty: 5245.593750
	Iteration 57Q: 3 clusters Score -4863041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4863095.000000 Penalty: 5245.593750
	Iteration 58Q: 3 clusters Score -4863095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4863109.500000 Penalty: 5245.593750
	Iteration 59Q: 3 clusters Score -4863110 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4863144.500000 Penalty: 5245.593750
	Iteration 60F: 3 clusters Score -4863144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4863134.000000 Penalty: 5245.593750
	Iteration 61Q: 3 clusters Score -4863134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4863153.500000 Penalty: 5245.593750
	Iteration 62Q: 3 clusters Score -4863154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4863168.000000 Penalty: 5245.593750
	Iteration 63Q: 3 clusters Score -4863168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4863182.000000 Penalty: 5245.593750
	Iteration 64Q: 3 clusters Score -4863182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4863228.000000 Penalty: 5245.593750
	Iteration 65Q: 3 clusters Score -4863228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4863247.500000 Penalty: 5245.593750
	Iteration 66Q: 3 clusters Score -4863248 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4863282.500000 Penalty: 5245.593750
	Iteration 67Q: 3 clusters Score -4863282 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4863310.500000 Penalty: 5245.593750
	Iteration 68Q: 3 clusters Score -4863310 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4863343.500000 Penalty: 5245.593750
	Iteration 69Q: 3 clusters Score -4863344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4863384.000000 Penalty: 5245.593750
	Iteration 70Q: 3 clusters Score -4863384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4863430.500000 Penalty: 5245.593750
	Iteration 71Q: 3 clusters Score -4863430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4863527.500000 Penalty: 5245.593750
	Iteration 72Q: 3 clusters Score -4863528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4863621.500000 Penalty: 5245.593750
	Iteration 73Q: 3 clusters Score -4863622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4863737.000000 Penalty: 5245.593750
	Iteration 74Q: 3 clusters Score -4863737 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4863902.500000 Penalty: 5245.593750
	Iteration 75Q: 3 clusters Score -4863902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4864020.000000 Penalty: 5245.593750
	Iteration 76Q: 3 clusters Score -4864020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4864117.500000 Penalty: 5245.593750
	Iteration 77Q: 3 clusters Score -4864118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4864216.000000 Penalty: 5245.593750
	Iteration 78Q: 3 clusters Score -4864216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4864267.000000 Penalty: 5245.593750
	Iteration 79Q: 3 clusters Score -4864267 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4864295.000000 Penalty: 5245.593750
	Iteration 80F: 3 clusters Score -4864295 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4864349.000000 Penalty: 5245.593750
	Iteration 81Q: 3 clusters Score -4864349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4864381.000000 Penalty: 5245.593750
	Iteration 82Q: 3 clusters Score -4864381 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4864425.000000 Penalty: 5245.593750
	Iteration 83Q: 3 clusters Score -4864425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4864470 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4864496 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4864526 nChanged 116
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Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4864527 nChanged 109
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4864538 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4864548 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4864566 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4864574 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4864591 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4864616 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4864620 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4864622 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4864643 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4864653 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4864654 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4864660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4864666 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4864676 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4864681 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4864688 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4864695 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4864688 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4864706 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4864721 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4864721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4864739.500000 Penalty: 5245.593750
	Iteration 109Q: 3 clusters Score -4864740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4864732.000000 Penalty: 5245.593750
	Iteration 110Q: 3 clusters Score -4864732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4864728.500000 Penalty: 5245.593750
	Iteration 111Q: 3 clusters Score -4864728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4864731.500000 Penalty: 5245.593750
	Iteration 112Q: 3 clusters Score -4864732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4864740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4864736.000000 Penalty: 5245.593750
	Iteration 114Q: 3 clusters Score -4864736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4864748 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4864760.000000 Penalty: 5245.593750
	Iteration 116Q: 3 clusters Score -4864760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4864762.000000 Penalty: 5245.593750
	Iteration 117Q: 3 clusters Score -4864762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4864756.000000 Penalty: 5245.593750
	Iteration 118Q: 3 clusters Score -4864756 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4864762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4864758.500000 Penalty: 5245.593750
	Iteration 120F: 3 clusters Score -4864758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4864758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4864757.000000 Penalty: 5245.593750
	Iteration 122Q: 3 clusters Score -4864757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4864759.500000 Penalty: 5245.593750
	Iteration 123Q: 3 clusters Score -4864760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4864763.000000 Penalty: 5245.593750
	Iteration 124Q: 3 clusters Score -4864763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4864774.000000 Penalty: 5245.593750
	Iteration 125Q: 3 clusters Score -4864774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4864773.500000 Penalty: 5245.593750
	Iteration 126Q: 3 clusters Score -4864774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4864781.000000 Penalty: 5245.593750
	Iteration 127Q: 3 clusters Score -4864781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4864781.500000 Penalty: 5245.593750
	Iteration 128Q: 3 clusters Score -4864782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4864781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4864785.000000 Penalty: 5245.593750
	Iteration 130Q: 3 clusters Score -4864785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4864783.000000 Penalty: 5245.593750
	Iteration 131Q: 3 clusters Score -4864783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4864791.500000 Penalty: 5245.593750
	Iteration 132Q: 3 clusters Score -4864792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4864795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4864796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4864796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4864802.500000 Penalty: 5245.593750
	Iteration 136Q: 3 clusters Score -4864802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4864805.000000 Penalty: 5245.593750
	Iteration 137Q: 3 clusters Score -4864805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4864797.000000 Penalty: 5245.593750
	Iteration 138Q: 3 clusters Score -4864797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4864790.500000 Penalty: 5245.593750
	Iteration 139Q: 3 clusters Score -4864790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4864791.500000 Penalty: 5245.593750
	Iteration 140F: 3 clusters Score -4864792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4864797.500000 Penalty: 5245.593750
	Iteration 141Q: 3 clusters Score -4864798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4864797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4864796.500000 Penalty: 5245.593750
	Iteration 143Q: 3 clusters Score -4864796 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4864797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4864799.500000 Penalty: 5245.593750
	Iteration 145Q: 3 clusters Score -4864800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4864801.500000 Penalty: 5245.593750
	Iteration 146Q: 3 clusters Score -4864802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4864798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4864796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4864800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4864798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4864798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4864793.000000 Penalty: 5245.593750
	Iteration 152Q: 3 clusters Score -4864793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4864798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4864794 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4864794 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4864795 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
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	Iteration 157F: 3 clusters Score -4864795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1167999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1160023 nChanged 4381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5427 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1162533 nChanged 696
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Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1162906 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1163243 nChanged 553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1163541 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1163769 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1163994 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1164206.125000 Penalty: 4590.351074
	Iteration 7Q: 3 clusters Score -1164206 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1164470.375000 Penalty: 4590.351074
	Iteration 8Q: 3 clusters Score -1164470 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1164785 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1165131.250000 Penalty: 4590.351074
	Iteration 10Q: 3 clusters Score -1165131 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1165482.875000 Penalty: 4590.351074
	Iteration 11Q: 3 clusters Score -1165483 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1165820.625000 Penalty: 4590.351074
	Iteration 12Q: 3 clusters Score -1165821 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1166101.875000 Penalty: 4590.351074
	Iteration 13Q: 3 clusters Score -1166102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1166310.250000 Penalty: 4590.351074
	Iteration 14Q: 3 clusters Score -1166310 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1166432.875000 Penalty: 4590.351074
	Iteration 15Q: 3 clusters Score -1166433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1166499.000000 Penalty: 4590.351074
	Iteration 16Q: 3 clusters Score -1166499 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1166530.625000 Penalty: 4590.351074
	Iteration 17Q: 3 clusters Score -1166531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1166560.125000 Penalty: 4590.351074
	Iteration 18Q: 3 clusters Score -1166560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1166574.750000 Penalty: 4590.351074
	Iteration 19Q: 3 clusters Score -1166575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1166587.000000 Penalty: 4590.351074
	Iteration 20F: 3 clusters Score -1166587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1166591.125000 Penalty: 4590.351074
	Iteration 21Q: 3 clusters Score -1166591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1166594.125000 Penalty: 4590.351074
	Iteration 22Q: 3 clusters Score -1166594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1166600.750000 Penalty: 4590.351074
	Iteration 23Q: 3 clusters Score -1166601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1166603.250000 Penalty: 4590.351074
	Iteration 24Q: 3 clusters Score -1166603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1166602.625000 Penalty: 4590.351074
	Iteration 25Q: 3 clusters Score -1166603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1166602.375000 Penalty: 4590.351074
	Iteration 26Q: 3 clusters Score -1166602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1166605.250000 Penalty: 4590.351074
	Iteration 27Q: 3 clusters Score -1166605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1166608.625000 Penalty: 4590.351074
	Iteration 28Q: 3 clusters Score -1166609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1166612.375000 Penalty: 4590.351074
	Iteration 29Q: 3 clusters Score -1166612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1166613.000000 Penalty: 4590.351074
	Iteration 30Q: 3 clusters Score -1166613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1166615.250000 Penalty: 4590.351074
	Iteration 31Q: 3 clusters Score -1166615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1166617.500000 Penalty: 4590.351074
	Iteration 32Q: 3 clusters Score -1166618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1166620.500000 Penalty: 4590.351074
	Iteration 33Q: 3 clusters Score -1166620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1166621.500000 Penalty: 4590.351074
	Iteration 34Q: 3 clusters Score -1166622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1166626.625000 Penalty: 4590.351074
	Iteration 35Q: 3 clusters Score -1166627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1166627.375000 Penalty: 4590.351074
	Iteration 36Q: 3 clusters Score -1166627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1166626.875000 Penalty: 4590.351074
	Iteration 37Q: 3 clusters Score -1166627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1166627.250000 Penalty: 4590.351074
	Iteration 38Q: 3 clusters Score -1166627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1166629.000000 Penalty: 4590.351074
	Iteration 39Q: 3 clusters Score -1166629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1166627.375000 Penalty: 4590.351074
	Iteration 40F: 3 clusters Score -1166627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1166627.125000 Penalty: 4590.351074
	Iteration 41Q: 3 clusters Score -1166627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1166627.125000 Penalty: 4590.351074
	Iteration 42F: 3 clusters Score -1166627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -141584.265625 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -141584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139519.953125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -139520 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139845.296875 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -139845.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139943.937500 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -139943.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139985.531250 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -139985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140007.906250 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -140007.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140021.093750 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -140021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140028.281250 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -140028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140032.140625 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -140032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140035.156250 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -140035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140039.906250 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -140039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140041.390625 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -140041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140044.203125 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -140044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140048.812500 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -140048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140053.421875 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -140053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140054.234375 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -140054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140054.234375 Penalty: 3500.290283
	Iteration 15F: 3 clusters Score -140054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (108446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Entering Unmasked Estep 
Score: -13635715.000000 Penalty: 2875.313965
	Iteration 0F: 2 clusters Score -1.363572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -13563203.000000 Penalty: 5750.627930
	Iteration 0F: 3 clusters Score -1.35632e+07 nChanged 51533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -13592989.000000 Penalty: 5750.627930
	Iteration 1F: 3 clusters Score -1.359299e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -13594183.000000 Penalty: 5750.627930
	Iteration 2Q: 3 clusters Score -1.359418e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -13595904.000000 Penalty: 5750.627930
	Iteration 3Q: 3 clusters Score -1.35959e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -13598959.000000 Penalty: 5750.627930
	Iteration 4F: 3 clusters Score -1.359896e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13603467.000000 Penalty: 5750.627930
	Iteration 5F: 3 clusters Score -1.360347e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -13610090.000000 Penalty: 5750.627930
	Iteration 6F: 3 clusters Score -1.361009e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -13617634.000000 Penalty: 5750.627930
	Iteration 7F: 3 clusters Score -1.361763e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -13623959.000000 Penalty: 5750.627930
	Iteration 8F: 3 clusters Score -1.362396e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -13627910.000000 Penalty: 5750.627930
	Iteration 9Q: 3 clusters Score -1.362791e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -13630091.000000 Penalty: 5750.627930
	Iteration 10Q: 3 clusters Score -1.363009e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -13631253.000000 Penalty: 5750.627930
	Iteration 11Q: 3 clusters Score -1.363125e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -13631809.000000 Penalty: 5750.627930
	Iteration 12Q: 3 clusters Score -1.363181e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -13632082.000000 Penalty: 5750.627930
	Iteration 13Q: 3 clusters Score -1.363208e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -13632344.000000 Penalty: 5750.627930
	Iteration 14Q: 3 clusters Score -1.363234e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -13632576.000000 Penalty: 5750.627930
	Iteration 15Q: 3 clusters Score -1.363258e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13632718.000000 Penalty: 5750.627930
	Iteration 16Q: 3 clusters Score -1.363272e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13632855.000000 Penalty: 5750.627930
	Iteration 17Q: 3 clusters Score -1.363286e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13632944.000000 Penalty: 5750.627930
	Iteration 18Q: 3 clusters Score -1.363294e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -13633049.000000 Penalty: 5750.627930
	Iteration 19Q: 3 clusters Score -1.363305e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13633094.000000 Penalty: 5750.627930
	Iteration 20F: 3 clusters Score -1.363309e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13633123.000000 Penalty: 5750.627930
	Iteration 21Q: 3 clusters Score -1.363312e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13633168.000000 Penalty: 5750.627930
	Iteration 22Q: 3 clusters Score -1.363317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -13633215.000000 Penalty: 5750.627930
	Iteration 23Q: 3 clusters Score -1.363322e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -13633238.000000 Penalty: 5750.627930
	Iteration 24Q: 3 clusters Score -1.363324e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13633293.000000 Penalty: 5750.627930
	Iteration 25Q: 3 clusters Score -1.363329e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13633302.000000 Penalty: 5750.627930
	Iteration 26Q: 3 clusters Score -1.36333e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106794 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13633347.000000 Penalty: 5750.627930
	Iteration 27Q: 3 clusters Score -1.363335e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13633367.000000 Penalty: 5750.627930
	Iteration 28Q: 3 clusters Score -1.363337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13633379.000000 Penalty: 5750.627930
	Iteration 29Q: 3 clusters Score -1.363338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13633402.000000 Penalty: 5750.627930
	Iteration 30Q: 3 clusters Score -1.36334e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13633470.000000 Penalty: 5750.627930
	Iteration 31Q: 3 clusters Score -1.363347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13633484.000000 Penalty: 5750.627930
	Iteration 32Q: 3 clusters Score -1.363348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13633485.000000 Penalty: 5750.627930
	Iteration 33Q: 3 clusters Score -1.363348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13633483.000000 Penalty: 5750.627930
	Iteration 34Q: 3 clusters Score -1.363348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13633502.000000 Penalty: 5750.627930
	Iteration 35Q: 3 clusters Score -1.36335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13633514.000000 Penalty: 5750.627930
	Iteration 36Q: 3 clusters Score -1.363351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13633518.000000 Penalty: 5750.627930
	Iteration 37Q: 3 clusters Score -1.363352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13633512.000000 Penalty: 5750.627930
	Iteration 38Q: 3 clusters Score -1.363351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13633521.000000 Penalty: 5750.627930
	Iteration 39Q: 3 clusters Score -1.363352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13633514.000000 Penalty: 5750.627930
	Iteration 40F: 3 clusters Score -1.363351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13633511.000000 Penalty: 5750.627930
	Iteration 41Q: 3 clusters Score -1.363351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13633498.000000 Penalty: 5750.627930
	Iteration 42Q: 3 clusters Score -1.36335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13633513.000000 Penalty: 5750.627930
	Iteration 43Q: 3 clusters Score -1.363351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13633517.000000 Penalty: 5750.627930
	Iteration 44Q: 3 clusters Score -1.363352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13633519.000000 Penalty: 5750.627930
	Iteration 45Q: 3 clusters Score -1.363352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13633511.000000 Penalty: 5750.627930
	Iteration 46Q: 3 clusters Score -1.363351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13633511.000000 Penalty: 5750.627930
	Iteration 47F: 3 clusters Score -1.363351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Entering Unmasked Estep 
Score: -1353240.000000 Penalty: 2304.167725
	Iteration 0F: 2 clusters Score -1353240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1344987.375000 Penalty: 4608.335449
	Iteration 0F: 3 clusters Score -1344987 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1347377.500000 Penalty: 4608.335449
	Iteration 1F: 3 clusters Score -1347378 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1347646.375000 Penalty: 4608.335449
	Iteration 2F: 3 clusters Score -1347646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1347835.500000 Penalty: 4608.335449
	Iteration 3Q: 3 clusters Score -1347836 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1347990.625000 Penalty: 4608.335449
	Iteration 4Q: 3 clusters Score -1347991 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1348115.375000 Penalty: 4608.335449
	Iteration 5Q: 3 clusters Score -1348115 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1348216.000000 Penalty: 4608.335449
	Iteration 6Q: 3 clusters Score -1348216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1348302.250000 Penalty: 4608.335449
	Iteration 7Q: 3 clusters Score -1348302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1348410.625000 Penalty: 4608.335449
	Iteration 8Q: 3 clusters Score -1348411 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1348513.750000 Penalty: 4608.335449
	Iteration 9Q: 3 clusters Score -1348514 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1348629.625000 Penalty: 4608.335449
	Iteration 10Q: 3 clusters Score -1348630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1348762.625000 Penalty: 4608.335449
	Iteration 11Q: 3 clusters Score -1348763 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1348932.000000 Penalty: 4608.335449
	Iteration 12Q: 3 clusters Score -1348932 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1349125.125000 Penalty: 4608.335449
	Iteration 13Q: 3 clusters Score -1349125 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1349330.875000 Penalty: 4608.335449
	Iteration 14Q: 3 clusters Score -1349331 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1349536.750000 Penalty: 4608.335449
	Iteration 15Q: 3 clusters Score -1349537 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1349728.625000 Penalty: 4608.335449
	Iteration 16Q: 3 clusters Score -1349729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1349941.625000 Penalty: 4608.335449
	Iteration 17Q: 3 clusters Score -1349942 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1350141.125000 Penalty: 4608.335449
	Iteration 18Q: 3 clusters Score -1350141 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1350342.125000 Penalty: 4608.335449
	Iteration 19Q: 3 clusters Score -1350342 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1350510.500000 Penalty: 4608.335449
	Iteration 20F: 3 clusters Score -1350510 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1350673.875000 Penalty: 4608.335449
	Iteration 21Q: 3 clusters Score -1350674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1350797.125000 Penalty: 4608.335449
	Iteration 22Q: 3 clusters Score -1350797 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1350897.750000 Penalty: 4608.335449
	Iteration 23Q: 3 clusters Score -1350898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1350978.125000 Penalty: 4608.335449
	Iteration 24Q: 3 clusters Score -1350978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1351042.375000 Penalty: 4608.335449
	Iteration 25Q: 3 clusters Score -1351042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1351104.250000 Penalty: 4608.335449
	Iteration 26Q: 3 clusters Score -1351104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1351151.000000 Penalty: 4608.335449
	Iteration 27Q: 3 clusters Score -1351151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1351181.375000 Penalty: 4608.335449
	Iteration 28Q: 3 clusters Score -1351181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1351203.250000 Penalty: 4608.335449
	Iteration 29Q: 3 clusters Score -1351203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1351214.500000 Penalty: 4608.335449
	Iteration 30Q: 3 clusters Score -1351214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1351225.500000 Penalty: 4608.335449
	Iteration 31Q: 3 clusters Score -1351226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1351234.125000 Penalty: 4608.335449
	Iteration 32Q: 3 clusters Score -1351234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1351246.875000 Penalty: 4608.335449
	Iteration 33Q: 3 clusters Score -1351247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1351251.375000 Penalty: 4608.335449
	Iteration 34Q: 3 clusters Score -1351251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1351260.625000 Penalty: 4608.335449
	Iteration 35Q: 3 clusters Score -1351261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1351263.375000 Penalty: 4608.335449
	Iteration 36Q: 3 clusters Score -1351263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1351264.375000 Penalty: 4608.335449
	Iteration 37Q: 3 clusters Score -1351264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1351266.500000 Penalty: 4608.335449
	Iteration 38Q: 3 clusters Score -1351266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1351268.625000 Penalty: 4608.335449
	Iteration 39Q: 3 clusters Score -1351269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1351269.000000 Penalty: 4608.335449
	Iteration 40F: 3 clusters Score -1351269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1351272.000000 Penalty: 4608.335449
	Iteration 41Q: 3 clusters Score -1351272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1351272.500000 Penalty: 4608.335449
	Iteration 42Q: 3 clusters Score -1351272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1351272.500000 Penalty: 4608.335449
	Iteration 43F: 3 clusters Score -1351272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -44010.109375 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44010.11 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 179 members 
Entering Unmasked Estep 
Score: -42831.636719 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42831.64 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43114.941406 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43114.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43281.656250 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43281.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -43376.574219 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -43376.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -43438.601562 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -43456.183594 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43456.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -43461.035156 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43461.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -43461.035156 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -43461.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Entering Unmasked Estep 
Score: -1692821.750000 Penalty: 2361.893311
	Iteration 0F: 2 clusters Score -1692822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1682797.750000 Penalty: 4723.786621
	Iteration 0F: 3 clusters Score -1682798 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1685965.750000 Penalty: 4723.786621
	Iteration 1F: 3 clusters Score -1685966 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1686345.500000 Penalty: 4723.786621
	Iteration 2F: 3 clusters Score -1686346 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1686622.500000 Penalty: 4723.786621
	Iteration 3Q: 3 clusters Score -1686622 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1686889.500000 Penalty: 4723.786621
	Iteration 4Q: 3 clusters Score -1686890 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1687137.000000 Penalty: 4723.786621
	Iteration 5Q: 3 clusters Score -1687137 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1687410.875000 Penalty: 4723.786621
	Iteration 6Q: 3 clusters Score -1687411 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1687753.750000 Penalty: 4723.786621
	Iteration 7Q: 3 clusters Score -1687754 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1688116.375000 Penalty: 4723.786621
	Iteration 8Q: 3 clusters Score -1688116 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1688506.000000 Penalty: 4723.786621
	Iteration 9Q: 3 clusters Score -1688506 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1688871.500000 Penalty: 4723.786621
	Iteration 10Q: 3 clusters Score -1688872 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1689215.375000 Penalty: 4723.786621
	Iteration 11Q: 3 clusters Score -1689215 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1689506.750000 Penalty: 4723.786621
	Iteration 12Q: 3 clusters Score -1689507 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1689770.875000 Penalty: 4723.786621
	Iteration 13Q: 3 clusters Score -1689771 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1690014.875000 Penalty: 4723.786621
	Iteration 14Q: 3 clusters Score -1690015 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1690211.750000 Penalty: 4723.786621
	Iteration 15Q: 3 clusters Score -1690212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1690411.000000 Penalty: 4723.786621
	Iteration 16Q: 3 clusters Score -1690411 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1690558.500000 Penalty: 4723.786621
	Iteration 17Q: 3 clusters Score -1690558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1690684.375000 Penalty: 4723.786621
	Iteration 18Q: 3 clusters Score -1690684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1690794.875000 Penalty: 4723.786621
	Iteration 19Q: 3 clusters Score -1690795 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1690870.500000 Penalty: 4723.786621
	Iteration 20F: 3 clusters Score -1690870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1690950.500000 Penalty: 4723.786621
	Iteration 21Q: 3 clusters Score -1690950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1691010.625000 Penalty: 4723.786621
	Iteration 22Q: 3 clusters Score -1691011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1691064.000000 Penalty: 4723.786621
	Iteration 23Q: 3 clusters Score -1691064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1691118.250000 Penalty: 4723.786621
	Iteration 24Q: 3 clusters Score -1691118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1691184.000000 Penalty: 4723.786621
	Iteration 25Q: 3 clusters Score -1691184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1691241.125000 Penalty: 4723.786621
	Iteration 26Q: 3 clusters Score -1691241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1691293.125000 Penalty: 4723.786621
	Iteration 27Q: 3 clusters Score -1691293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1691333.750000 Penalty: 4723.786621
	Iteration 28Q: 3 clusters Score -1691334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1691369.500000 Penalty: 4723.786621
	Iteration 29Q: 3 clusters Score -1691370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1691394.625000 Penalty: 4723.786621
	Iteration 30Q: 3 clusters Score -1691395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1691428.125000 Penalty: 4723.786621
	Iteration 31Q: 3 clusters Score -1691428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1691456.250000 Penalty: 4723.786621
	Iteration 32Q: 3 clusters Score -1691456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1691472.000000 Penalty: 4723.786621
	Iteration 33Q: 3 clusters Score -1691472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1691493.750000 Penalty: 4723.786621
	Iteration 34Q: 3 clusters Score -1691494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1691509.875000 Penalty: 4723.786621
	Iteration 35Q: 3 clusters Score -1691510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1691527.750000 Penalty: 4723.786621
	Iteration 36Q: 3 clusters Score -1691528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1691544.875000 Penalty: 4723.786621
	Iteration 37Q: 3 clusters Score -1691545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1691560.625000 Penalty: 4723.786621
	Iteration 38Q: 3 clusters Score -1691561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1691583.625000 Penalty: 4723.786621
	Iteration 39Q: 3 clusters Score -1691584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1691603.125000 Penalty: 4723.786621
	Iteration 40F: 3 clusters Score -1691603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1691615.125000 Penalty: 4723.786621
	Iteration 41Q: 3 clusters Score -1691615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1691624.250000 Penalty: 4723.786621
	Iteration 42Q: 3 clusters Score -1691624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1691626.625000 Penalty: 4723.786621
	Iteration 43Q: 3 clusters Score -1691627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1691631.125000 Penalty: 4723.786621
	Iteration 44Q: 3 clusters Score -1691631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1691637.250000 Penalty: 4723.786621
	Iteration 45Q: 3 clusters Score -1691637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1691644.000000 Penalty: 4723.786621
	Iteration 46Q: 3 clusters Score -1691644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1691651.625000 Penalty: 4723.786621
	Iteration 47Q: 3 clusters Score -1691652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1691654.125000 Penalty: 4723.786621
	Iteration 48Q: 3 clusters Score -1691654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1691657.125000 Penalty: 4723.786621
	Iteration 49Q: 3 clusters Score -1691657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1691659.000000 Penalty: 4723.786621
	Iteration 50Q: 3 clusters Score -1691659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1691661.250000 Penalty: 4723.786621
	Iteration 51Q: 3 clusters Score -1691661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1691662.375000 Penalty: 4723.786621
	Iteration 52Q: 3 clusters Score -1691662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1691665.375000 Penalty: 4723.786621
	Iteration 53Q: 3 clusters Score -1691665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1691667.875000 Penalty: 4723.786621
	Iteration 54Q: 3 clusters Score -1691668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1691670.375000 Penalty: 4723.786621
	Iteration 55Q: 3 clusters Score -1691670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1691672.000000 Penalty: 4723.786621
	Iteration 56Q: 3 clusters Score -1691672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1691672.375000 Penalty: 4723.786621
	Iteration 57Q: 3 clusters Score -1691672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1691674.625000 Penalty: 4723.786621
	Iteration 58Q: 3 clusters Score -1691675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1691676.750000 Penalty: 4723.786621
	Iteration 59Q: 3 clusters Score -1691677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1691678.375000 Penalty: 4723.786621
	Iteration 60F: 3 clusters Score -1691678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1691677.875000 Penalty: 4723.786621
	Iteration 61Q: 3 clusters Score -1691678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1691683.250000 Penalty: 4723.786621
	Iteration 62Q: 3 clusters Score -1691683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1691684.750000 Penalty: 4723.786621
	Iteration 63Q: 3 clusters Score -1691685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1691687.625000 Penalty: 4723.786621
	Iteration 64Q: 3 clusters Score -1691688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1691686.750000 Penalty: 4723.786621
	Iteration 65Q: 3 clusters Score -1691687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1691692.125000 Penalty: 4723.786621
	Iteration 66Q: 3 clusters Score -1691692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1691700.250000 Penalty: 4723.786621
	Iteration 67Q: 3 clusters Score -1691700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1691706.000000 Penalty: 4723.786621
	Iteration 68Q: 3 clusters Score -1691706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1691709.750000 Penalty: 4723.786621
	Iteration 69Q: 3 clusters Score -1691710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1691708.750000 Penalty: 4723.786621
	Iteration 70Q: 3 clusters Score -1691709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1691708.750000 Penalty: 4723.786621
	Iteration 71Q: 3 clusters Score -1691709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1691709.750000 Penalty: 4723.786621
	Iteration 72Q: 3 clusters Score -1691710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1691712.750000 Penalty: 4723.786621
	Iteration 73Q: 3 clusters Score -1691713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1691711.375000 Penalty: 4723.786621
	Iteration 74Q: 3 clusters Score -1691711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1691711.375000 Penalty: 4723.786621
	Iteration 75F: 3 clusters Score -1691711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -179483.453125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -179483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -177481.187500 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -177481.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -177821.437500 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -177821.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -178041.031250 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -178041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178322.906250 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -178322.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -178490.515625 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -178490.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -178603.656250 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -178603.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178693.656250 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -178693.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -178769.484375 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -178769.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -178830.765625 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -178830.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178900.593750 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -178900.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178949.625000 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -178949.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178983.000000 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -178983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178996.640625 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -178996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179008.015625 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -179008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179024.078125 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -179024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179040.078125 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -179040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179054.468750 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -179054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179075.312500 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -179075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179091.531250 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -179091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179109.359375 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -179109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -179117.187500 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -179117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179124.656250 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -179124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179136.421875 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -179136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179138.109375 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -179138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179139.187500 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -179139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179148.343750 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -179148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -179168.109375 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -179168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179199.046875 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -179199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -179202.859375 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -179202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -179202.859375 Penalty: 3477.114746
	Iteration 29F: 3 clusters Score -179202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Entering Unmasked Estep 
Score: -1445538.625000 Penalty: 2321.719727
	Iteration 0F: 2 clusters Score -1445539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1436818.750000 Penalty: 4643.439453
	Iteration 0F: 3 clusters Score -1436819 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1439479.750000 Penalty: 4643.439453
	Iteration 1F: 3 clusters Score -1439480 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1439848.250000 Penalty: 4643.439453
	Iteration 2F: 3 clusters Score -1439848 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1440151.750000 Penalty: 4643.439453
	Iteration 3F: 3 clusters Score -1440152 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1440395.500000 Penalty: 4643.439453
	Iteration 4Q: 3 clusters Score -1440396 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1440633.875000 Penalty: 4643.439453
	Iteration 5Q: 3 clusters Score -1440634 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1440863.250000 Penalty: 4643.439453
	Iteration 6Q: 3 clusters Score -1440863 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1441121.750000 Penalty: 4643.439453
	Iteration 7Q: 3 clusters Score -1441122 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1441385.000000 Penalty: 4643.439453
	Iteration 8Q: 3 clusters Score -1441385 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1441653.375000 Penalty: 4643.439453
	Iteration 9Q: 3 clusters Score -1441653 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1442024.000000 Penalty: 4643.439453
	Iteration 10Q: 3 clusters Score -1442024 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1442501.375000 Penalty: 4643.439453
	Iteration 11Q: 3 clusters Score -1442501 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1443018.000000 Penalty: 4643.439453
	Iteration 12Q: 3 clusters Score -1443018 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1443462.875000 Penalty: 4643.439453
	Iteration 13Q: 3 clusters Score -1443463 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1443799.375000 Penalty: 4643.439453
	Iteration 14Q: 3 clusters Score -1443799 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1444028.125000 Penalty: 4643.439453
	Iteration 15Q: 3 clusters Score -1444028 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1444158.875000 Penalty: 4643.439453
	Iteration 16Q: 3 clusters Score -1444159 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1444233.250000 Penalty: 4643.439453
	Iteration 17Q: 3 clusters Score -1444233 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1444275.500000 Penalty: 4643.439453
	Iteration 18Q: 3 clusters Score -1444276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1444309.500000 Penalty: 4643.439453
	Iteration 19Q: 3 clusters Score -1444310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1444324.375000 Penalty: 4643.439453
	Iteration 20F: 3 clusters Score -1444324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1444341.125000 Penalty: 4643.439453
	Iteration 21Q: 3 clusters Score -1444341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1444349.875000 Penalty: 4643.439453
	Iteration 22Q: 3 clusters Score -1444350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1444356.750000 Penalty: 4643.439453
	Iteration 23Q: 3 clusters Score -1444357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1444361.375000 Penalty: 4643.439453
	Iteration 24Q: 3 clusters Score -1444361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1444369.625000 Penalty: 4643.439453
	Iteration 25Q: 3 clusters Score -1444370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1444370.375000 Penalty: 4643.439453
	Iteration 26Q: 3 clusters Score -1444370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1444377.750000 Penalty: 4643.439453
	Iteration 27Q: 3 clusters Score -1444378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1444379.125000 Penalty: 4643.439453
	Iteration 28Q: 3 clusters Score -1444379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1444377.500000 Penalty: 4643.439453
	Iteration 29Q: 3 clusters Score -1444378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1444376.875000 Penalty: 4643.439453
	Iteration 30Q: 3 clusters Score -1444377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1444377.625000 Penalty: 4643.439453
	Iteration 31Q: 3 clusters Score -1444378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1444379.875000 Penalty: 4643.439453
	Iteration 32Q: 3 clusters Score -1444380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1444377.500000 Penalty: 4643.439453
	Iteration 33Q: 3 clusters Score -1444378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1444377.250000 Penalty: 4643.439453
	Iteration 34Q: 3 clusters Score -1444377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1444380.000000 Penalty: 4643.439453
	Iteration 35Q: 3 clusters Score -1444380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1444382.000000 Penalty: 4643.439453
	Iteration 36Q: 3 clusters Score -1444382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1444382.125000 Penalty: 4643.439453
	Iteration 37Q: 3 clusters Score -1444382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1444383.125000 Penalty: 4643.439453
	Iteration 38Q: 3 clusters Score -1444383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1444382.375000 Penalty: 4643.439453
	Iteration 39Q: 3 clusters Score -1444382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1444382.375000 Penalty: 4643.439453
	Iteration 40F: 3 clusters Score -1444382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -275238.125000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -275238.1 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: -272324.531250 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -272324.5 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -273026.593750 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -273026.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -273320.250000 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -273320.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273492.437500 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -273492.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -273648.531250 Penalty: 3879.932617
	Iteration 4F: 3 clusters Score -273648.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -273783.812500 Penalty: 3879.932617
	Iteration 5F: 3 clusters Score -273783.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -273893.968750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -273894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -273987.281250 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -273987.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -274050.593750 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -274050.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -274090.656250 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -274090.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -274110.843750 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -274110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -274131.125000 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -274131.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274143.750000 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -274143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -274155.500000 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -274155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -274171.906250 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -274171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -274182.000000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -274182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -274189.656250 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -274189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -274194.187500 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -274194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -274200.218750 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -274200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -274207.437500 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -274207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -274212.875000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -274212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -274216.656250 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -274216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -274217.718750 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -274217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -274219.000000 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -274219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -274219.000000 Penalty: 3879.932617
	Iteration 24F: 3 clusters Score -274219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -525661.500000 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -525661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -522246.562500 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -522246.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -523109.843750 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -523109.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -523378.906250 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -523378.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -523569.250000 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -523569.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -523717.000000 Penalty: 4006.567871
	Iteration 4Q: 3 clusters Score -523717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -523839.437500 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -523839.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -523935.093750 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -523935.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -524025.125000 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -524025.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -524090.031250 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -524090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -524153.937500 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -524153.9 nChanged 74
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: -524221.656250 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -524221.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -524285.062500 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -524285.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -524337.812500 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -524337.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -524397.187500 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -524397.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -524464.562500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -524464.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -524531.437500 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -524531.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -524589.750000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -524589.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -524649.937500 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -524649.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -524721.125000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -524721.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -524783.750000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -524783.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -524852.750000 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -524852.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -524905.937500 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -524905.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -524935.937500 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -524935.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -524964.812500 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -524964.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -524993.375000 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -524993.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -525020.437500 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -525020.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -525037.625000 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -525037.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -525054.062500 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -525054.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -525067.062500 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -525067.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -525083.875000 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -525083.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -525113.125000 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -525113.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -525139.437500 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -525139.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -525184.312500 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -525184.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -525231.875000 Penalty: 4006.567871
	Iteration 33Q: 3 clusters Score -525231.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -525266.500000 Penalty: 4006.567871
	Iteration 34Q: 3 clusters Score -525266.5 nChanged 30
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: -525294.437500 Penalty: 4006.567871
	Iteration 35Q: 3 clusters Score -525294.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -525307.000000 Penalty: 4006.567871
	Iteration 36Q: 3 clusters Score -525307 nChanged 9
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: -525311.062500 Penalty: 4006.567871
	Iteration 37Q: 3 clusters Score -525311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -525317.187500 Penalty: 4006.567871
	Iteration 38Q: 3 clusters Score -525317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -525321.625000 Penalty: 4006.567871
	Iteration 39Q: 3 clusters Score -525321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -525328.250000 Penalty: 4006.567871
	Iteration 40F: 3 clusters Score -525328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -525331.125000 Penalty: 4006.567871
	Iteration 41Q: 3 clusters Score -525331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -525332.812500 Penalty: 4006.567871
	Iteration 42Q: 3 clusters Score -525332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -525334.250000 Penalty: 4006.567871
	Iteration 43Q: 3 clusters Score -525334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -525334.187500 Penalty: 4006.567871
	Iteration 44Q: 3 clusters Score -525334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -525335.625000 Penalty: 4006.567871
	Iteration 45Q: 3 clusters Score -525335.6 nChanged 1
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: -525337.125000 Penalty: 4006.567871
	Iteration 46Q: 3 clusters Score -525337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -525337.937500 Penalty: 4006.567871
	Iteration 47Q: 3 clusters Score -525337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -525338.062500 Penalty: 4006.567871
	Iteration 48Q: 3 clusters Score -525338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -525339.750000 Penalty: 4006.567871
	Iteration 49Q: 3 clusters Score -525339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -525339.500000 Penalty: 4006.567871
	Iteration 50Q: 3 clusters Score -525339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -525339.500000 Penalty: 4006.567871
	Iteration 51F: 3 clusters Score -525339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119331.390625 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117405.609375 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117405.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117675.406250 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117675.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117744.609375 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117744.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117790.460938 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117804.921875 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117818.828125 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117818.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117831.437500 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117839.859375 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117849.257812 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117857.867188 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117863.828125 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -117863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117866.929688 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -117866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117871.078125 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -117871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117875.531250 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -117875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117883.976562 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -117884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117888.320312 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -117888.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117889.414062 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -117889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117889.937500 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -117889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117891.585938 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -117891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117891.789062 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -117891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117891.789062 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -117891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -399073.937500 Penalty: 2009.366333
	Iteration 0F: 2 clusters Score -399073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -395649.187500 Penalty: 4018.732666
	Iteration 0F: 3 clusters Score -395649.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -396437.531250 Penalty: 4018.732666
	Iteration 1F: 3 clusters Score -396437.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -396645.531250 Penalty: 4018.732666
	Iteration 2F: 3 clusters Score -396645.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -396775.062500 Penalty: 4018.732666
	Iteration 3F: 3 clusters Score -396775.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -396907.375000 Penalty: 4018.732666
	Iteration 4Q: 3 clusters Score -396907.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -397010.500000 Penalty: 4018.732666
	Iteration 5Q: 3 clusters Score -397010.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -397105.718750 Penalty: 4018.732666
	Iteration 6Q: 3 clusters Score -397105.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -397185.593750 Penalty: 4018.732666
	Iteration 7Q: 3 clusters Score -397185.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -397260.218750 Penalty: 4018.732666
	Iteration 8Q: 3 clusters Score -397260.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -397329.156250 Penalty: 4018.732666
	Iteration 9Q: 3 clusters Score -397329.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -397398.125000 Penalty: 4018.732666
	Iteration 10Q: 3 clusters Score -397398.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -397455.687500 Penalty: 4018.732666
	Iteration 11Q: 3 clusters Score -397455.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -397484.781250 Penalty: 4018.732666
	Iteration 12Q: 3 clusters Score -397484.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -397504.531250 Penalty: 4018.732666
	Iteration 13Q: 3 clusters Score -397504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -397516.062500 Penalty: 4018.732666
	Iteration 14Q: 3 clusters Score -397516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -397520.343750 Penalty: 4018.732666
	Iteration 15Q: 3 clusters Score -397520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -397524.062500 Penalty: 4018.732666
	Iteration 16Q: 3 clusters Score -397524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -397524.656250 Penalty: 4018.732666
	Iteration 17Q: 3 clusters Score -397524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -397527.156250 Penalty: 4018.732666
	Iteration 18Q: 3 clusters Score -397527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -397530.843750 Penalty: 4018.732666
	Iteration 19Q: 3 clusters Score -397530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -397535.187500 Penalty: 4018.732666
	Iteration 20F: 3 clusters Score -397535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -397536.406250 Penalty: 4018.732666
	Iteration 21Q: 3 clusters Score -397536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -397536.406250 Penalty: 4018.732666
	Iteration 22F: 3 clusters Score -397536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1231710.500000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1231710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1223345.000000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1223345 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1226136.625000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1226137 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1226636.250000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1226636 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1227128.750000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1227129 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1227627.500000 Penalty: 4617.268066
	Iteration 4F: 3 clusters Score -1227628 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1228048.125000 Penalty: 4617.268066
	Iteration 5F: 3 clusters Score -1228048 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1228434.375000 Penalty: 4617.268066
	Iteration 6F: 3 clusters Score -1228434 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1228745.500000 Penalty: 4617.268066
	Iteration 7Q: 3 clusters Score -1228746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1228995.625000 Penalty: 4617.268066
	Iteration 8Q: 3 clusters Score -1228996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1229206.375000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1229206 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1229369.375000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1229369 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1229489.625000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1229490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1229592.750000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1229593 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1229665.125000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1229665 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1229717.375000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1229717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1229764.375000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1229764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1229803.250000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1229803 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1229822.625000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1229823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1229845.250000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1229845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1229867.875000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1229868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1229884.250000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1229884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1229891.500000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1229892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1229897.250000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1229897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1229908.875000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1229909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1229914.750000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1229915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1229922.500000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1229922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1229933.750000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1229934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1229939.375000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1229939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1229942.000000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1229942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1229943.750000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1229944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1229949.500000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1229950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1229948.375000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1229948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1229953.250000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1229953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1229955.250000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1229955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1229953.875000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1229954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1229956.500000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1229956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1229955.000000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1229955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1229955.250000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1229955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1229959.500000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1229960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1229961.375000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1229961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1229960.250000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1229960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1229962.500000 Penalty: 4617.268066
	Iteration 41Q: 3 clusters Score -1229962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1229962.375000 Penalty: 4617.268066
	Iteration 42Q: 3 clusters Score -1229962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1229963.375000 Penalty: 4617.268066
	Iteration 43Q: 3 clusters Score -1229963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1229965.000000 Penalty: 4617.268066
	Iteration 44Q: 3 clusters Score -1229965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1229965.000000 Penalty: 4617.268066
	Iteration 45F: 3 clusters Score -1229965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Entering Unmasked Estep 
Score: -5858993.500000 Penalty: 2685.241943
	Iteration 0F: 2 clusters Score -5858994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -5824997.500000 Penalty: 5370.483887
	Iteration 0F: 3 clusters Score -5824998 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5838454.000000 Penalty: 5370.483887
	Iteration 1F: 3 clusters Score -5838454 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5839510.000000 Penalty: 5370.483887
	Iteration 2Q: 3 clusters Score -5839510 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5840670.000000 Penalty: 5370.483887
	Iteration 3F: 3 clusters Score -5840670 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -5841999.500000 Penalty: 5370.483887
	Iteration 4F: 3 clusters Score -5842000 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5843440.500000 Penalty: 5370.483887
	Iteration 5F: 3 clusters Score -5843440 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5844961.500000 Penalty: 5370.483887
	Iteration 6F: 3 clusters Score -5844962 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5846503.500000 Penalty: 5370.483887
	Iteration 7F: 3 clusters Score -5846504 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5848028.500000 Penalty: 5370.483887
	Iteration 8Q: 3 clusters Score -5848028 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -5849465.000000 Penalty: 5370.483887
	Iteration 9Q: 3 clusters Score -5849465 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5850603.500000 Penalty: 5370.483887
	Iteration 10Q: 3 clusters Score -5850604 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -5851530.500000 Penalty: 5370.483887
	Iteration 11Q: 3 clusters Score -5851530 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5852252.500000 Penalty: 5370.483887
	Iteration 12Q: 3 clusters Score -5852252 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -5852782.000000 Penalty: 5370.483887
	Iteration 13Q: 3 clusters Score -5852782 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -5853199.500000 Penalty: 5370.483887
	Iteration 14Q: 3 clusters Score -5853200 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -5853559.000000 Penalty: 5370.483887
	Iteration 15Q: 3 clusters Score -5853559 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5853918.500000 Penalty: 5370.483887
	Iteration 16Q: 3 clusters Score -5853918 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -5854253.500000 Penalty: 5370.483887
	Iteration 17Q: 3 clusters Score -5854254 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5854580.000000 Penalty: 5370.483887
	Iteration 18Q: 3 clusters Score -5854580 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5854870.500000 Penalty: 5370.483887
	Iteration 19Q: 3 clusters Score -5854870 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5855095.500000 Penalty: 5370.483887
	Iteration 20F: 3 clusters Score -5855096 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5855262.500000 Penalty: 5370.483887
	Iteration 21Q: 3 clusters Score -5855262 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5855403.500000 Penalty: 5370.483887
	Iteration 22Q: 3 clusters Score -5855404 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5855550.000000 Penalty: 5370.483887
	Iteration 23Q: 3 clusters Score -5855550 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5855677.500000 Penalty: 5370.483887
	Iteration 24Q: 3 clusters Score -5855678 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5855791.500000 Penalty: 5370.483887
	Iteration 25Q: 3 clusters Score -5855792 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5855885.500000 Penalty: 5370.483887
	Iteration 26Q: 3 clusters Score -5855886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -5855963.500000 Penalty: 5370.483887
	Iteration 27Q: 3 clusters Score -5855964 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5856029.500000 Penalty: 5370.483887
	Iteration 28Q: 3 clusters Score -5856030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5856081.500000 Penalty: 5370.483887
	Iteration 29Q: 3 clusters Score -5856082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5856149.500000 Penalty: 5370.483887
	Iteration 30Q: 3 clusters Score -5856150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5856205.500000 Penalty: 5370.483887
	Iteration 31Q: 3 clusters Score -5856206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5856257.500000 Penalty: 5370.483887
	Iteration 32Q: 3 clusters Score -5856258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5856295.000000 Penalty: 5370.483887
	Iteration 33Q: 3 clusters Score -5856295 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5856341.500000 Penalty: 5370.483887
	Iteration 34Q: 3 clusters Score -5856342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5856386.000000 Penalty: 5370.483887
	Iteration 35Q: 3 clusters Score -5856386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5856416.000000 Penalty: 5370.483887
	Iteration 36Q: 3 clusters Score -5856416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5856476.500000 Penalty: 5370.483887
	Iteration 37Q: 3 clusters Score -5856476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5856515.500000 Penalty: 5370.483887
	Iteration 38Q: 3 clusters Score -5856516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5856556.000000 Penalty: 5370.483887
	Iteration 39Q: 3 clusters Score -5856556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5856583.500000 Penalty: 5370.483887
	Iteration 40F: 3 clusters Score -5856584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5856592.000000 Penalty: 5370.483887
	Iteration 41Q: 3 clusters Score -5856592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5856612.000000 Penalty: 5370.483887
	Iteration 42Q: 3 clusters Score -5856612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5856634.500000 Penalty: 5370.483887
	Iteration 43Q: 3 clusters Score -5856634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5856662.000000 Penalty: 5370.483887
	Iteration 44Q: 3 clusters Score -5856662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5856666.500000 Penalty: 5370.483887
	Iteration 45Q: 3 clusters Score -5856666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5856677.500000 Penalty: 5370.483887
	Iteration 46Q: 3 clusters Score -5856678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5856699.000000 Penalty: 5370.483887
	Iteration 47Q: 3 clusters Score -5856699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5856711.000000 Penalty: 5370.483887
	Iteration 48Q: 3 clusters Score -5856711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5856724.000000 Penalty: 5370.483887
	Iteration 49Q: 3 clusters Score -5856724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5856729.500000 Penalty: 5370.483887
	Iteration 50Q: 3 clusters Score -5856730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5856748.500000 Penalty: 5370.483887
	Iteration 51Q: 3 clusters Score -5856748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5856758.500000 Penalty: 5370.483887
	Iteration 52Q: 3 clusters Score -5856758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5856760.500000 Penalty: 5370.483887
	Iteration 53Q: 3 clusters Score -5856760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5856781.000000 Penalty: 5370.483887
	Iteration 54Q: 3 clusters Score -5856781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5856778.000000 Penalty: 5370.483887
	Iteration 55Q: 3 clusters Score -5856778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5856776.500000 Penalty: 5370.483887
	Iteration 56Q: 3 clusters Score -5856776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5856783.000000 Penalty: 5370.483887
	Iteration 57Q: 3 clusters Score -5856783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5856782.000000 Penalty: 5370.483887
	Iteration 58Q: 3 clusters Score -5856782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5856783.500000 Penalty: 5370.483887
	Iteration 59Q: 3 clusters Score -5856784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5856778.000000 Penalty: 5370.483887
	Iteration 60F: 3 clusters Score -5856778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5856777.500000 Penalty: 5370.483887
	Iteration 61Q: 3 clusters Score -5856778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5856781.500000 Penalty: 5370.483887
	Iteration 62Q: 3 clusters Score -5856782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5856782.000000 Penalty: 5370.483887
	Iteration 63Q: 3 clusters Score -5856782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5856782.000000 Penalty: 5370.483887
	Iteration 64Q: 3 clusters Score -5856782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5856778.000000 Penalty: 5370.483887
	Iteration 65Q: 3 clusters Score -5856778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5856778.000000 Penalty: 5370.483887
	Iteration 66F: 3 clusters Score -5856778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -646453.062500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -646453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -641729.000000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -641729 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -642975.812500 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -642975.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -643367.125000 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -643367.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -643714.250000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -643714.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -644004.187500 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -644004.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -644212.187500 Penalty: 4254.550781
	Iteration 5F: 3 clusters Score -644212.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -644387.875000 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -644387.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -644517.937500 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -644517.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -644613.812500 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -644613.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -644668.687500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -644668.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -644717.187500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -644717.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -644761.687500 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -644761.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -644801.500000 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -644801.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -644850.312500 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -644850.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -644889.500000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -644889.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -644914.750000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -644914.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -644932.937500 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -644932.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -644944.687500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -644944.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -644958.750000 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -644958.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -644969.812500 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -644969.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -644983.312500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -644983.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -644993.750000 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -644993.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -645002.562500 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -645002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -645010.312500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -645010.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -645016.750000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -645016.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -645023.000000 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -645023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -645026.312500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -645026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -645030.500000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -645030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -645031.375000 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -645031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -645035.625000 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -645035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -645037.562500 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -645037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -645038.187500 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -645038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645038.625000 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -645038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -645040.125000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -645040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -645040.187500 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -645040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -645040.187500 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -645040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645040.562500 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -645040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645041.562500 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -645041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -645041.562500 Penalty: 4254.550781
	Iteration 38F: 3 clusters Score -645041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -1101111.125000 Penalty: 2259.162109
	Iteration 0F: 2 clusters Score -1101111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1093964.125000 Penalty: 4518.324219
	Iteration 0F: 3 clusters Score -1093964 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1096071.375000 Penalty: 4518.324219
	Iteration 1F: 3 clusters Score -1096071 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1096467.000000 Penalty: 4518.324219
	Iteration 2F: 3 clusters Score -1096467 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1096831.625000 Penalty: 4518.324219
	Iteration 3F: 3 clusters Score -1096832 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1097174.500000 Penalty: 4518.324219
	Iteration 4F: 3 clusters Score -1097174 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1097518.000000 Penalty: 4518.324219
	Iteration 5F: 3 clusters Score -1097518 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1097855.375000 Penalty: 4518.324219
	Iteration 6F: 3 clusters Score -1097855 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1098207.750000 Penalty: 4518.324219
	Iteration 7Q: 3 clusters Score -1098208 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1098554.125000 Penalty: 4518.324219
	Iteration 8Q: 3 clusters Score -1098554 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1098930.750000 Penalty: 4518.324219
	Iteration 9Q: 3 clusters Score -1098931 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1099281.250000 Penalty: 4518.324219
	Iteration 10Q: 3 clusters Score -1099281 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1099583.000000 Penalty: 4518.324219
	Iteration 11Q: 3 clusters Score -1099583 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1099810.750000 Penalty: 4518.324219
	Iteration 12Q: 3 clusters Score -1099811 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1099952.750000 Penalty: 4518.324219
	Iteration 13Q: 3 clusters Score -1099953 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1100042.750000 Penalty: 4518.324219
	Iteration 14Q: 3 clusters Score -1100043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1100090.250000 Penalty: 4518.324219
	Iteration 15Q: 3 clusters Score -1100090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1100115.000000 Penalty: 4518.324219
	Iteration 16Q: 3 clusters Score -1100115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1100130.500000 Penalty: 4518.324219
	Iteration 17Q: 3 clusters Score -1100130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1100143.625000 Penalty: 4518.324219
	Iteration 18Q: 3 clusters Score -1100144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1100150.750000 Penalty: 4518.324219
	Iteration 19Q: 3 clusters Score -1100151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1100158.125000 Penalty: 4518.324219
	Iteration 20F: 3 clusters Score -1100158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1100159.125000 Penalty: 4518.324219
	Iteration 21Q: 3 clusters Score -1100159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1100160.750000 Penalty: 4518.324219
	Iteration 22Q: 3 clusters Score -1100161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1100163.000000 Penalty: 4518.324219
	Iteration 23Q: 3 clusters Score -1100163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1100164.125000 Penalty: 4518.324219
	Iteration 24Q: 3 clusters Score -1100164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1100166.625000 Penalty: 4518.324219
	Iteration 25Q: 3 clusters Score -1100167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1100170.250000 Penalty: 4518.324219
	Iteration 26Q: 3 clusters Score -1100170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1100170.500000 Penalty: 4518.324219
	Iteration 27Q: 3 clusters Score -1100170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1100171.000000 Penalty: 4518.324219
	Iteration 28Q: 3 clusters Score -1100171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1100173.250000 Penalty: 4518.324219
	Iteration 29Q: 3 clusters Score -1100173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1100177.250000 Penalty: 4518.324219
	Iteration 30Q: 3 clusters Score -1100177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1100177.250000 Penalty: 4518.324219
	Iteration 31Q: 3 clusters Score -1100177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1100179.625000 Penalty: 4518.324219
	Iteration 32Q: 3 clusters Score -1100180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1100179.125000 Penalty: 4518.324219
	Iteration 33Q: 3 clusters Score -1100179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1100179.750000 Penalty: 4518.324219
	Iteration 34Q: 3 clusters Score -1100180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1100180.000000 Penalty: 4518.324219
	Iteration 35Q: 3 clusters Score -1100180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1100179.375000 Penalty: 4518.324219
	Iteration 36Q: 3 clusters Score -1100179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1100179.125000 Penalty: 4518.324219
	Iteration 37Q: 3 clusters Score -1100179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1100179.125000 Penalty: 4518.324219
	Iteration 38F: 3 clusters Score -1100179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Entering Unmasked Estep 
Score: -579607.125000 Penalty: 2131.533691
	Iteration 0F: 2 clusters Score -579607.1 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 2714 members 
Entering Unmasked Estep 
Score: -574860.125000 Penalty: 4263.067383
	Iteration 0F: 3 clusters Score -574860.1 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -576291.812500 Penalty: 4263.067383
	Iteration 1F: 3 clusters Score -576291.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -576779.500000 Penalty: 4263.067383
	Iteration 2F: 3 clusters Score -576779.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -577176.937500 Penalty: 4263.067383
	Iteration 3F: 3 clusters Score -577176.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -577524.687500 Penalty: 4263.067383
	Iteration 4F: 3 clusters Score -577524.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -577740.875000 Penalty: 4263.067383
	Iteration 5F: 3 clusters Score -577740.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -577877.250000 Penalty: 4263.067383
	Iteration 6Q: 3 clusters Score -577877.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -577979.812500 Penalty: 4263.067383
	Iteration 7Q: 3 clusters Score -577979.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -578053.187500 Penalty: 4263.067383
	Iteration 8Q: 3 clusters Score -578053.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -578115.250000 Penalty: 4263.067383
	Iteration 9Q: 3 clusters Score -578115.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -578176.937500 Penalty: 4263.067383
	Iteration 10Q: 3 clusters Score -578176.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -578238.937500 Penalty: 4263.067383
	Iteration 11Q: 3 clusters Score -578238.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -578286.687500 Penalty: 4263.067383
	Iteration 12Q: 3 clusters Score -578286.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -578316.750000 Penalty: 4263.067383
	Iteration 13Q: 3 clusters Score -578316.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -578340.625000 Penalty: 4263.067383
	Iteration 14Q: 3 clusters Score -578340.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -578362.875000 Penalty: 4263.067383
	Iteration 15Q: 3 clusters Score -578362.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -578383.375000 Penalty: 4263.067383
	Iteration 16Q: 3 clusters Score -578383.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -578404.750000 Penalty: 4263.067383
	Iteration 17Q: 3 clusters Score -578404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -578428.062500 Penalty: 4263.067383
	Iteration 18Q: 3 clusters Score -578428.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -578451.437500 Penalty: 4263.067383
	Iteration 19Q: 3 clusters Score -578451.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -578474.250000 Penalty: 4263.067383
	Iteration 20F: 3 clusters Score -578474.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -578488.812500 Penalty: 4263.067383
	Iteration 21Q: 3 clusters Score -578488.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -578493.625000 Penalty: 4263.067383
	Iteration 22Q: 3 clusters Score -578493.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -578498.312500 Penalty: 4263.067383
	Iteration 23Q: 3 clusters Score -578498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -578501.937500 Penalty: 4263.067383
	Iteration 24Q: 3 clusters Score -578501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -578505.000000 Penalty: 4263.067383
	Iteration 25Q: 3 clusters Score -578505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -578510.625000 Penalty: 4263.067383
	Iteration 26Q: 3 clusters Score -578510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -578516.125000 Penalty: 4263.067383
	Iteration 27Q: 3 clusters Score -578516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -578519.812500 Penalty: 4263.067383
	Iteration 28Q: 3 clusters Score -578519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -578521.750000 Penalty: 4263.067383
	Iteration 29Q: 3 clusters Score -578521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -578525.750000 Penalty: 4263.067383
	Iteration 30Q: 3 clusters Score -578525.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -578533.875000 Penalty: 4263.067383
	Iteration 31Q: 3 clusters Score -578533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -578540.625000 Penalty: 4263.067383
	Iteration 32Q: 3 clusters Score -578540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -578544.687500 Penalty: 4263.067383
	Iteration 33Q: 3 clusters Score -578544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -578548.750000 Penalty: 4263.067383
	Iteration 34Q: 3 clusters Score -578548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -578556.062500 Penalty: 4263.067383
	Iteration 35Q: 3 clusters Score -578556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -578566.625000 Penalty: 4263.067383
	Iteration 36Q: 3 clusters Score -578566.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -578575.125000 Penalty: 4263.067383
	Iteration 37Q: 3 clusters Score -578575.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -578581.250000 Penalty: 4263.067383
	Iteration 38Q: 3 clusters Score -578581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -578588.875000 Penalty: 4263.067383
	Iteration 39Q: 3 clusters Score -578588.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -578593.687500 Penalty: 4263.067383
	Iteration 40F: 3 clusters Score -578593.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -578598.750000 Penalty: 4263.067383
	Iteration 41Q: 3 clusters Score -578598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -578604.625000 Penalty: 4263.067383
	Iteration 42Q: 3 clusters Score -578604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -578609.187500 Penalty: 4263.067383
	Iteration 43Q: 3 clusters Score -578609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -578613.687500 Penalty: 4263.067383
	Iteration 44Q: 3 clusters Score -578613.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -578617.687500 Penalty: 4263.067383
	Iteration 45Q: 3 clusters Score -578617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -578618.000000 Penalty: 4263.067383
	Iteration 46Q: 3 clusters Score -578618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -578618.687500 Penalty: 4263.067383
	Iteration 47Q: 3 clusters Score -578618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -578618.750000 Penalty: 4263.067383
	Iteration 48Q: 3 clusters Score -578618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -578620.500000 Penalty: 4263.067383
	Iteration 49Q: 3 clusters Score -578620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -578620.500000 Penalty: 4263.067383
	Iteration 50F: 3 clusters Score -578620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -59539.699219 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -59539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58126.761719 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -58126.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58289.796875 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -58289.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58370.625000 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -58370.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58461.039062 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -58461.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58618.480469 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -58618.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58811.214844 Penalty: 2964.270020
	Iteration 5F: 3 clusters Score -58811.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59004.281250 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -59004.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59108.175781 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -59108.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59216.574219 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -59216.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59353.550781 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -59353.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59425.644531 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -59425.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59488.011719 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -59488.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59559.199219 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -59559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59570.824219 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -59570.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59585.390625 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -59585.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59589.660156 Penalty: 2964.270020
	Iteration 15F: 3 clusters Score -59589.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59640.351562 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -59640.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59640.351562 Penalty: 2964.270020
	Iteration 17F: 3 clusters Score -59640.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 252 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 142 members 
Entering Unmasked Estep 
Score: -134499376.000000 Penalty: 241698.718750
Splitting cluster 42 changes total score from -134501248.000000 to -134499376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -1745322.375000 Penalty: 2371.389160
	Iteration 0F: 2 clusters Score -1745322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1734896.375000 Penalty: 4742.778320
	Iteration 0F: 3 clusters Score -1734896 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1738438.375000 Penalty: 4742.778320
	Iteration 1F: 3 clusters Score -1738438 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1739016.000000 Penalty: 4742.778320
	Iteration 2F: 3 clusters Score -1739016 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1739689.000000 Penalty: 4742.778320
	Iteration 3F: 3 clusters Score -1739689 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1740516.000000 Penalty: 4742.778320
	Iteration 4F: 3 clusters Score -1740516 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1741403.500000 Penalty: 4742.778320
	Iteration 5F: 3 clusters Score -1741404 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1742229.125000 Penalty: 4742.778320
	Iteration 6F: 3 clusters Score -1742229 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1742974.000000 Penalty: 4742.778320
	Iteration 7F: 3 clusters Score -1742974 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1743657.875000 Penalty: 4742.778320
	Iteration 8F: 3 clusters Score -1743658 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1744300.125000 Penalty: 4742.778320
	Iteration 9Q: 3 clusters Score -1744300 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1744766.125000 Penalty: 4742.778320
	Iteration 10Q: 3 clusters Score -1744766 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1744979.875000 Penalty: 4742.778320
	Iteration 11Q: 3 clusters Score -1744980 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1745090.375000 Penalty: 4742.778320
	Iteration 12Q: 3 clusters Score -1745090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1745160.250000 Penalty: 4742.778320
	Iteration 13Q: 3 clusters Score -1745160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1745210.875000 Penalty: 4742.778320
	Iteration 14Q: 3 clusters Score -1745211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1745243.750000 Penalty: 4742.778320
	Iteration 15Q: 3 clusters Score -1745244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1745271.750000 Penalty: 4742.778320
	Iteration 16Q: 3 clusters Score -1745272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1745293.875000 Penalty: 4742.778320
	Iteration 17Q: 3 clusters Score -1745294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1745310.625000 Penalty: 4742.778320
	Iteration 18Q: 3 clusters Score -1745311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1745328.125000 Penalty: 4742.778320
	Iteration 19Q: 3 clusters Score -1745328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1745328.125000 Penalty: 4742.778320
	Iteration 20F: 3 clusters Score -1745328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1745330.875000 Penalty: 4742.778320
	Iteration 21Q: 3 clusters Score -1745331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1745332.125000 Penalty: 4742.778320
	Iteration 22Q: 3 clusters Score -1745332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1745333.500000 Penalty: 4742.778320
	Iteration 23Q: 3 clusters Score -1745334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1745332.125000 Penalty: 4742.778320
	Iteration 24Q: 3 clusters Score -1745332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1745332.125000 Penalty: 4742.778320
	Iteration 25F: 3 clusters Score -1745332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 10834 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 3381 members 
Entering Unmasked Estep 
Score: -134500304.000000 Penalty: 241698.718750
Splitting cluster 43 changes total score from -134501248.000000 to -134500304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -948664.812500 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -948664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -942367.500000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -942367.5 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -944100.437500 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -944100.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -944431.875000 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -944431.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -944666.875000 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -944666.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -944864.312500 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -944864.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -945061.812500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -945061.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -945233.250000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -945233.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -945431.562500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -945431.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -945689.812500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -945689.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -946013.875000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -946013.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -946364.937500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -946364.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -946776.375000 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -946776.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -947119.312500 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -947119.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -947433.750000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -947433.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -947680.187500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -947680.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -947859.937500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -947859.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -947965.062500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -947965.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -948025.312500 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -948025.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -948075.875000 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -948075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -948104.250000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -948104.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -948120.875000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -948120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -948131.437500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -948131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -948133.750000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -948133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -948138.062500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -948138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -948139.875000 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -948139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -948138.875000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -948138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -948140.187500 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -948140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -948142.562500 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -948142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -948143.437500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -948143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -948143.875000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -948143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -948144.437500 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -948144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -948144.437500 Penalty: 4439.721680
	Iteration 31F: 3 clusters Score -948144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -700431.000000 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -700431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -696393.500000 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -696393.5 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -697394.875000 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -697394.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -697734.500000 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -697734.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -697978.875000 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -697978.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -698225.125000 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -698225.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -698556.125000 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -698556.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -698883.000000 Penalty: 4146.130859
	Iteration 6F: 3 clusters Score -698883 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -699141.187500 Penalty: 4146.130859
	Iteration 7F: 3 clusters Score -699141.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -699335.750000 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -699335.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -699450.437500 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -699450.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -699539.187500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -699539.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -699611.750000 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -699611.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -699661.812500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -699661.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -699711.125000 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -699711.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -699744.437500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -699744.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -699786.312500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -699786.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -699832.312500 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -699832.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -699870.125000 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -699870.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -699901.375000 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -699901.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -699940.000000 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -699940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -699975.250000 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -699975.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -700000.875000 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -700000.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -700024.437500 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -700024.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -700048.562500 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -700048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -700062.375000 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -700062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -700075.187500 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -700075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -700081.937500 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -700081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -700088.000000 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -700088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -700089.000000 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -700089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -700098.562500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -700098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -700114.000000 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -700114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -700124.125000 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -700124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -700128.750000 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -700128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -700130.625000 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -700130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -700136.562500 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -700136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -700143.312500 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -700143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -700149.250000 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -700149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -700151.937500 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -700151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -700153.625000 Penalty: 4146.130859
	Iteration 38Q: 3 clusters Score -700153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -700160.687500 Penalty: 4146.130859
	Iteration 39Q: 3 clusters Score -700160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -700165.312500 Penalty: 4146.130859
	Iteration 40F: 3 clusters Score -700165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -700167.125000 Penalty: 4146.130859
	Iteration 41Q: 3 clusters Score -700167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -700167.812500 Penalty: 4146.130859
	Iteration 42Q: 3 clusters Score -700167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -700166.937500 Penalty: 4146.130859
	Iteration 43Q: 3 clusters Score -700166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -700166.562500 Penalty: 4146.130859
	Iteration 44Q: 3 clusters Score -700166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -700166.562500 Penalty: 4146.130859
	Iteration 45F: 3 clusters Score -700166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -255662.781250 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -255662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253001.828125 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -253001.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -253515.609375 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -253515.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -253687.109375 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -253687.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -253819.687500 Penalty: 3799.416748
	Iteration 3F: 3 clusters Score -253819.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -253918.703125 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -253918.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254007.453125 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -254007.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -254095.968750 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -254096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -254165.484375 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -254165.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -254213.046875 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -254213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254244.750000 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -254244.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -254267.687500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -254267.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -254288.359375 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -254288.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -254307.156250 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -254307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -254327.421875 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -254327.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -254347.093750 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -254347.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -254360.421875 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -254360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -254368.625000 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -254368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -254375.375000 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -254375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -254382.687500 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -254382.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -254387.859375 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -254387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -254390.765625 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -254390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -254395.234375 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -254395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -254399.609375 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -254399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -254399.718750 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -254399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -254400.343750 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -254400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -254401.437500 Penalty: 3799.416748
	Iteration 25Q: 3 clusters Score -254401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -254404.218750 Penalty: 3799.416748
	Iteration 26Q: 3 clusters Score -254404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -254404.578125 Penalty: 3799.416748
	Iteration 27Q: 3 clusters Score -254404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -254405.593750 Penalty: 3799.416748
	Iteration 28Q: 3 clusters Score -254405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -254405.593750 Penalty: 3799.416748
	Iteration 29F: 3 clusters Score -254405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -440624.375000 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -440624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -436944.281250 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -436944.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -437786.750000 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -437786.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -438102.125000 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -438102.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -438378.406250 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -438378.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -438655.312500 Penalty: 4068.295410
	Iteration 4F: 3 clusters Score -438655.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -438923.468750 Penalty: 4068.295410
	Iteration 5F: 3 clusters Score -438923.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -439133.375000 Penalty: 4068.295410
	Iteration 6F: 3 clusters Score -439133.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -439335.812500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -439335.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -439463.937500 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -439463.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -439546.781250 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -439546.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -439600.250000 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -439600.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -439634.156250 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -439634.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -439659.843750 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -439659.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -439685.343750 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -439685.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -439704.156250 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -439704.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -439714.906250 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -439714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -439725.343750 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -439725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -439731.812500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -439731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -439739.500000 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -439739.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -439749.875000 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -439749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -439754.906250 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -439754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -439761.343750 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -439761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -439765.187500 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -439765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -439768.593750 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -439768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -439771.437500 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -439771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -439772.718750 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -439772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -439775.343750 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -439775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -439777.218750 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -439777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -439785.406250 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -439785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -439791.875000 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -439791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -439795.750000 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -439795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -439797.156250 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -439797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -439797.968750 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -439798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -439797.781250 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -439797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -439798.468750 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -439798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -439799.125000 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -439799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -439799.125000 Penalty: 4068.295410
	Iteration 36F: 3 clusters Score -439799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -272589.593750 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -272589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269812.593750 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -269812.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270460.750000 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -270460.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -270722.312500 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -270722.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -270917.218750 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -270917.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271038.843750 Penalty: 3827.143555
	Iteration 4F: 3 clusters Score -271038.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -271126.375000 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -271126.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -271222.750000 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -271222.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271306.937500 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -271306.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271395.562500 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -271395.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -271477.468750 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -271477.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -271532.156250 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -271532.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -271589.468750 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -271589.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -271628.718750 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -271628.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -271674.468750 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -271674.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -271716.593750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -271716.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -271754.843750 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -271754.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -271789.843750 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -271789.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -271813.812500 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -271813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -271831.875000 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -271831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -271843.468750 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -271843.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -271848.843750 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -271848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -271854.656250 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -271854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -271859.312500 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -271859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -271865.000000 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -271865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -271869.343750 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -271869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -271872.031250 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -271872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -271875.187500 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -271875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -271876.375000 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -271876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -271876.750000 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -271876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -271876.750000 Penalty: 3827.143555
	Iteration 29F: 3 clusters Score -271876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Entering Unmasked Estep 
Score: -5108971.000000 Penalty: 2632.231445
	Iteration 0F: 2 clusters Score -5108971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5081546.500000 Penalty: 5264.462891
	Iteration 0F: 3 clusters Score -5081546 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5091511.500000 Penalty: 5264.462891
	Iteration 1F: 3 clusters Score -5091512 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5092060.500000 Penalty: 5264.462891
	Iteration 2Q: 3 clusters Score -5092060 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5092548.000000 Penalty: 5264.462891
	Iteration 3Q: 3 clusters Score -5092548 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5093014.500000 Penalty: 5264.462891
	Iteration 4Q: 3 clusters Score -5093014 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5093508.000000 Penalty: 5264.462891
	Iteration 5Q: 3 clusters Score -5093508 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5094085.000000 Penalty: 5264.462891
	Iteration 6Q: 3 clusters Score -5094085 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5094799.500000 Penalty: 5264.462891
	Iteration 7Q: 3 clusters Score -5094800 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5095801.000000 Penalty: 5264.462891
	Iteration 8Q: 3 clusters Score -5095801 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5097083.500000 Penalty: 5264.462891
	Iteration 9F: 3 clusters Score -5097084 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5098627.000000 Penalty: 5264.462891
	Iteration 10F: 3 clusters Score -5098627 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5100402.000000 Penalty: 5264.462891
	Iteration 11F: 3 clusters Score -5100402 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -5101980.000000 Penalty: 5264.462891
	Iteration 12Q: 3 clusters Score -5101980 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -5103188.500000 Penalty: 5264.462891
	Iteration 13Q: 3 clusters Score -5103188 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5104050.000000 Penalty: 5264.462891
	Iteration 14Q: 3 clusters Score -5104050 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -5104584.000000 Penalty: 5264.462891
	Iteration 15Q: 3 clusters Score -5104584 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5104973.500000 Penalty: 5264.462891
	Iteration 16Q: 3 clusters Score -5104974 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5105287.000000 Penalty: 5264.462891
	Iteration 17Q: 3 clusters Score -5105287 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5105536.500000 Penalty: 5264.462891
	Iteration 18Q: 3 clusters Score -5105536 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5105747.000000 Penalty: 5264.462891
	Iteration 19Q: 3 clusters Score -5105747 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5105880.500000 Penalty: 5264.462891
	Iteration 20F: 3 clusters Score -5105880 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5106045.000000 Penalty: 5264.462891
	Iteration 21Q: 3 clusters Score -5106045 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5106157.000000 Penalty: 5264.462891
	Iteration 22Q: 3 clusters Score -5106157 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5106245.500000 Penalty: 5264.462891
	Iteration 23Q: 3 clusters Score -5106246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5106329.000000 Penalty: 5264.462891
	Iteration 24Q: 3 clusters Score -5106329 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5106426.000000 Penalty: 5264.462891
	Iteration 25Q: 3 clusters Score -5106426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5106488.500000 Penalty: 5264.462891
	Iteration 26Q: 3 clusters Score -5106488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5106555.000000 Penalty: 5264.462891
	Iteration 27Q: 3 clusters Score -5106555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5106577.500000 Penalty: 5264.462891
	Iteration 28Q: 3 clusters Score -5106578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5106618.500000 Penalty: 5264.462891
	Iteration 29Q: 3 clusters Score -5106618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5106656.500000 Penalty: 5264.462891
	Iteration 30Q: 3 clusters Score -5106656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5106674.500000 Penalty: 5264.462891
	Iteration 31Q: 3 clusters Score -5106674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5106694.500000 Penalty: 5264.462891
	Iteration 32Q: 3 clusters Score -5106694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5106699.500000 Penalty: 5264.462891
	Iteration 33Q: 3 clusters Score -5106700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5106706.000000 Penalty: 5264.462891
	Iteration 34Q: 3 clusters Score -5106706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5106723.500000 Penalty: 5264.462891
	Iteration 35Q: 3 clusters Score -5106724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5106728.000000 Penalty: 5264.462891
	Iteration 36Q: 3 clusters Score -5106728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5106737.000000 Penalty: 5264.462891
	Iteration 37Q: 3 clusters Score -5106737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5106751.500000 Penalty: 5264.462891
	Iteration 38Q: 3 clusters Score -5106752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5106745.000000 Penalty: 5264.462891
	Iteration 39Q: 3 clusters Score -5106745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5106756.500000 Penalty: 5264.462891
	Iteration 40F: 3 clusters Score -5106756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5106761.500000 Penalty: 5264.462891
	Iteration 41Q: 3 clusters Score -5106762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5106763.000000 Penalty: 5264.462891
	Iteration 42Q: 3 clusters Score -5106763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5106764.500000 Penalty: 5264.462891
	Iteration 43Q: 3 clusters Score -5106764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5106768.500000 Penalty: 5264.462891
	Iteration 44Q: 3 clusters Score -5106768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5106768.000000 Penalty: 5264.462891
	Iteration 45Q: 3 clusters Score -5106768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5106775.500000 Penalty: 5264.462891
	Iteration 46Q: 3 clusters Score -5106776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5106776.500000 Penalty: 5264.462891
	Iteration 47Q: 3 clusters Score -5106776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5106785.500000 Penalty: 5264.462891
	Iteration 48Q: 3 clusters Score -5106786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5106783.000000 Penalty: 5264.462891
	Iteration 49Q: 3 clusters Score -5106783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5106785.500000 Penalty: 5264.462891
	Iteration 50Q: 3 clusters Score -5106786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5106783.000000 Penalty: 5264.462891
	Iteration 51Q: 3 clusters Score -5106783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5106783.000000 Penalty: 5264.462891
	Iteration 52F: 3 clusters Score -5106783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -178308.203125 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -178308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176007.343750 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -176007.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -176416.062500 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -176416.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176534.796875 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -176534.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176597.968750 Penalty: 3631.637451
	Iteration 3Q: 3 clusters Score -176598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176627.625000 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -176627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176644.093750 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -176644.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176657.718750 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -176657.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -176670.875000 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -176670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176681.000000 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -176681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -176689.156250 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -176689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -176698.640625 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -176698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -176708.296875 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -176708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176713.359375 Penalty: 3631.637451
	Iteration 12Q: 3 clusters Score -176713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176716.437500 Penalty: 3631.637451
	Iteration 13Q: 3 clusters Score -176716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176717.750000 Penalty: 3631.637451
	Iteration 14Q: 3 clusters Score -176717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176719.031250 Penalty: 3631.637451
	Iteration 15Q: 3 clusters Score -176719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176719.531250 Penalty: 3631.637451
	Iteration 16Q: 3 clusters Score -176719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176721.656250 Penalty: 3631.637451
	Iteration 17Q: 3 clusters Score -176721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -176725.921875 Penalty: 3631.637451
	Iteration 18Q: 3 clusters Score -176725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -176726.953125 Penalty: 3631.637451
	Iteration 19Q: 3 clusters Score -176727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -176726.953125 Penalty: 3631.637451
	Iteration 20F: 3 clusters Score -176727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -1758731.500000 Penalty: 2375.266602
	Iteration 0F: 2 clusters Score -1758732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1748265.625000 Penalty: 4750.533203
	Iteration 0F: 3 clusters Score -1748266 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1751943.000000 Penalty: 4750.533203
	Iteration 1F: 3 clusters Score -1751943 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1752615.250000 Penalty: 4750.533203
	Iteration 2F: 3 clusters Score -1752615 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1753306.000000 Penalty: 4750.533203
	Iteration 3F: 3 clusters Score -1753306 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1754102.750000 Penalty: 4750.533203
	Iteration 4F: 3 clusters Score -1754103 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1754868.000000 Penalty: 4750.533203
	Iteration 5F: 3 clusters Score -1754868 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1755546.000000 Penalty: 4750.533203
	Iteration 6F: 3 clusters Score -1755546 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1756020.125000 Penalty: 4750.533203
	Iteration 7Q: 3 clusters Score -1756020 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1756350.875000 Penalty: 4750.533203
	Iteration 8Q: 3 clusters Score -1756351 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1756561.750000 Penalty: 4750.533203
	Iteration 9Q: 3 clusters Score -1756562 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1756669.125000 Penalty: 4750.533203
	Iteration 10Q: 3 clusters Score -1756669 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1756750.375000 Penalty: 4750.533203
	Iteration 11Q: 3 clusters Score -1756750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1756811.375000 Penalty: 4750.533203
	Iteration 12Q: 3 clusters Score -1756811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1756863.375000 Penalty: 4750.533203
	Iteration 13Q: 3 clusters Score -1756863 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1756930.250000 Penalty: 4750.533203
	Iteration 14Q: 3 clusters Score -1756930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1757009.000000 Penalty: 4750.533203
	Iteration 15Q: 3 clusters Score -1757009 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1757108.500000 Penalty: 4750.533203
	Iteration 16Q: 3 clusters Score -1757108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1757241.000000 Penalty: 4750.533203
	Iteration 17Q: 3 clusters Score -1757241 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1757437.875000 Penalty: 4750.533203
	Iteration 18Q: 3 clusters Score -1757438 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1757630.375000 Penalty: 4750.533203
	Iteration 19Q: 3 clusters Score -1757630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1757824.250000 Penalty: 4750.533203
	Iteration 20F: 3 clusters Score -1757824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1757947.000000 Penalty: 4750.533203
	Iteration 21Q: 3 clusters Score -1757947 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1758026.375000 Penalty: 4750.533203
	Iteration 22Q: 3 clusters Score -1758026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1758085.625000 Penalty: 4750.533203
	Iteration 23Q: 3 clusters Score -1758086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1758117.125000 Penalty: 4750.533203
	Iteration 24Q: 3 clusters Score -1758117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1758142.500000 Penalty: 4750.533203
	Iteration 25Q: 3 clusters Score -1758142 nChanged 61
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: -1758149.125000 Penalty: 4750.533203
	Iteration 26Q: 3 clusters Score -1758149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1758153.750000 Penalty: 4750.533203
	Iteration 27Q: 3 clusters Score -1758154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1758163.750000 Penalty: 4750.533203
	Iteration 28Q: 3 clusters Score -1758164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1758161.000000 Penalty: 4750.533203
	Iteration 29Q: 3 clusters Score -1758161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1758160.750000 Penalty: 4750.533203
	Iteration 30Q: 3 clusters Score -1758161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1758165.625000 Penalty: 4750.533203
	Iteration 31Q: 3 clusters Score -1758166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1758169.000000 Penalty: 4750.533203
	Iteration 32Q: 3 clusters Score -1758169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1758168.500000 Penalty: 4750.533203
	Iteration 33Q: 3 clusters Score -1758168 nChanged 2
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: -1758165.875000 Penalty: 4750.533203
	Iteration 34Q: 3 clusters Score -1758166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1758166.500000 Penalty: 4750.533203
	Iteration 35Q: 3 clusters Score -1758166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1758166.500000 Penalty: 4750.533203
	Iteration 36Q: 3 clusters Score -1758166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1758166.500000 Penalty: 4750.533203
	Iteration 37F: 3 clusters Score -1758166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -52585.257812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -52585.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51075.222656 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -51075.22 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51456.281250 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -51456.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51648.312500 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -51648.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51788.968750 Penalty: 3154.348633
	Iteration 3F: 3 clusters Score -51788.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51863.734375 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -51863.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51931.687500 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -51931.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52013.324219 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -52013.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52101.433594 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -52101.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52202.558594 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -52202.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52310.539062 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -52310.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52486.050781 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -52486.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52678.515625 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -52678.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52950.093750 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -52950.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53176.199219 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -53176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53293.488281 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -53293.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53421.500000 Penalty: 3154.348633
	Iteration 15Q: 3 clusters Score -53421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53456.031250 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -53456.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53504.246094 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -53504.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53547.046875 Penalty: 3154.348633
	Iteration 18Q: 3 clusters Score -53547.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53547.570312 Penalty: 3154.348633
	Iteration 19F: 3 clusters Score -53547.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53553.863281 Penalty: 3154.348633
	Iteration 20F: 3 clusters Score -53553.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53556.300781 Penalty: 3154.348633
	Iteration 21Q: 3 clusters Score -53556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53577.441406 Penalty: 3154.348633
	Iteration 22Q: 3 clusters Score -53577.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53587.421875 Penalty: 3154.348633
	Iteration 23Q: 3 clusters Score -53587.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53587.421875 Penalty: 3154.348633
	Iteration 24F: 3 clusters Score -53587.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 529 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 241 members 
Entering Unmasked Estep 
Score: -134500272.000000 Penalty: 241698.718750
Splitting cluster 52 changes total score from -134501248.000000 to -134500272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -306246.437500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -306246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -303735.812500 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -303735.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -304252.625000 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -304252.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -304444.593750 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -304444.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -304590.187500 Penalty: 3736.446777
	Iteration 3F: 3 clusters Score -304590.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -304699.593750 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -304699.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -304781.406250 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -304781.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -304859.500000 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -304859.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -304926.406250 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -304926.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304984.093750 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -304984.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -305034.437500 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -305034.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305070.250000 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -305070.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -305090.437500 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -305090.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -305111.312500 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -305111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -305128.031250 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -305128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305141.625000 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -305141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305146.781250 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -305146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -305149.562500 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -305149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305150.281250 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -305150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -305150.562500 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -305150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -305150.562500 Penalty: 3736.446777
	Iteration 19F: 3 clusters Score -305150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Entering Unmasked Estep 
Score: -1424702.750000 Penalty: 2317.874512
	Iteration 0F: 2 clusters Score -1424703 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 5716 members 
Entering Unmasked Estep 
Score: -1416063.375000 Penalty: 4635.749023
	Iteration 0F: 3 clusters Score -1416063 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1418649.500000 Penalty: 4635.749023
	Iteration 1F: 3 clusters Score -1418650 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1418944.000000 Penalty: 4635.749023
	Iteration 2F: 3 clusters Score -1418944 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1419170.625000 Penalty: 4635.749023
	Iteration 3Q: 3 clusters Score -1419171 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1419355.125000 Penalty: 4635.749023
	Iteration 4Q: 3 clusters Score -1419355 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1419547.375000 Penalty: 4635.749023
	Iteration 5Q: 3 clusters Score -1419547 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1419741.750000 Penalty: 4635.749023
	Iteration 6Q: 3 clusters Score -1419742 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1419923.500000 Penalty: 4635.749023
	Iteration 7Q: 3 clusters Score -1419924 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1420126.000000 Penalty: 4635.749023
	Iteration 8Q: 3 clusters Score -1420126 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1420352.625000 Penalty: 4635.749023
	Iteration 9Q: 3 clusters Score -1420353 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1420613.750000 Penalty: 4635.749023
	Iteration 10Q: 3 clusters Score -1420614 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1420928.750000 Penalty: 4635.749023
	Iteration 11Q: 3 clusters Score -1420929 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1421210.375000 Penalty: 4635.749023
	Iteration 12Q: 3 clusters Score -1421210 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1421462.125000 Penalty: 4635.749023
	Iteration 13Q: 3 clusters Score -1421462 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1421729.375000 Penalty: 4635.749023
	Iteration 14Q: 3 clusters Score -1421729 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1421947.125000 Penalty: 4635.749023
	Iteration 15Q: 3 clusters Score -1421947 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1422127.875000 Penalty: 4635.749023
	Iteration 16Q: 3 clusters Score -1422128 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1422256.250000 Penalty: 4635.749023
	Iteration 17Q: 3 clusters Score -1422256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1422336.375000 Penalty: 4635.749023
	Iteration 18Q: 3 clusters Score -1422336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1422388.000000 Penalty: 4635.749023
	Iteration 19Q: 3 clusters Score -1422388 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1422430.875000 Penalty: 4635.749023
	Iteration 20F: 3 clusters Score -1422431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1422470.750000 Penalty: 4635.749023
	Iteration 21Q: 3 clusters Score -1422471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1422509.625000 Penalty: 4635.749023
	Iteration 22Q: 3 clusters Score -1422510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1422558.750000 Penalty: 4635.749023
	Iteration 23Q: 3 clusters Score -1422559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1422604.000000 Penalty: 4635.749023
	Iteration 24Q: 3 clusters Score -1422604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1422643.125000 Penalty: 4635.749023
	Iteration 25Q: 3 clusters Score -1422643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1422669.750000 Penalty: 4635.749023
	Iteration 26Q: 3 clusters Score -1422670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1422690.750000 Penalty: 4635.749023
	Iteration 27Q: 3 clusters Score -1422691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1422712.250000 Penalty: 4635.749023
	Iteration 28Q: 3 clusters Score -1422712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1422730.000000 Penalty: 4635.749023
	Iteration 29Q: 3 clusters Score -1422730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1422742.375000 Penalty: 4635.749023
	Iteration 30Q: 3 clusters Score -1422742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1422761.750000 Penalty: 4635.749023
	Iteration 31Q: 3 clusters Score -1422762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1422781.000000 Penalty: 4635.749023
	Iteration 32Q: 3 clusters Score -1422781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1422803.125000 Penalty: 4635.749023
	Iteration 33Q: 3 clusters Score -1422803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1422824.375000 Penalty: 4635.749023
	Iteration 34Q: 3 clusters Score -1422824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1422844.625000 Penalty: 4635.749023
	Iteration 35Q: 3 clusters Score -1422845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1422861.250000 Penalty: 4635.749023
	Iteration 36Q: 3 clusters Score -1422861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1422880.500000 Penalty: 4635.749023
	Iteration 37Q: 3 clusters Score -1422880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1422892.375000 Penalty: 4635.749023
	Iteration 38Q: 3 clusters Score -1422892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1422905.500000 Penalty: 4635.749023
	Iteration 39Q: 3 clusters Score -1422906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1422917.750000 Penalty: 4635.749023
	Iteration 40F: 3 clusters Score -1422918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1422935.375000 Penalty: 4635.749023
	Iteration 41Q: 3 clusters Score -1422935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1422949.625000 Penalty: 4635.749023
	Iteration 42Q: 3 clusters Score -1422950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1422966.875000 Penalty: 4635.749023
	Iteration 43Q: 3 clusters Score -1422967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1422981.125000 Penalty: 4635.749023
	Iteration 44Q: 3 clusters Score -1422981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1422996.875000 Penalty: 4635.749023
	Iteration 45Q: 3 clusters Score -1422997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1423015.500000 Penalty: 4635.749023
	Iteration 46Q: 3 clusters Score -1423016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1423033.500000 Penalty: 4635.749023
	Iteration 47Q: 3 clusters Score -1423034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1423042.750000 Penalty: 4635.749023
	Iteration 48Q: 3 clusters Score -1423043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1423050.625000 Penalty: 4635.749023
	Iteration 49Q: 3 clusters Score -1423051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1423053.000000 Penalty: 4635.749023
	Iteration 50Q: 3 clusters Score -1423053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1423054.000000 Penalty: 4635.749023
	Iteration 51Q: 3 clusters Score -1423054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1423054.875000 Penalty: 4635.749023
	Iteration 52Q: 3 clusters Score -1423055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1423058.125000 Penalty: 4635.749023
	Iteration 53Q: 3 clusters Score -1423058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1423060.125000 Penalty: 4635.749023
	Iteration 54Q: 3 clusters Score -1423060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1423062.625000 Penalty: 4635.749023
	Iteration 55Q: 3 clusters Score -1423063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1423065.250000 Penalty: 4635.749023
	Iteration 56Q: 3 clusters Score -1423065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1423062.125000 Penalty: 4635.749023
	Iteration 57Q: 3 clusters Score -1423062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1423064.000000 Penalty: 4635.749023
	Iteration 58Q: 3 clusters Score -1423064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1423065.500000 Penalty: 4635.749023
	Iteration 59Q: 3 clusters Score -1423066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1423067.375000 Penalty: 4635.749023
	Iteration 60F: 3 clusters Score -1423067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1423067.500000 Penalty: 4635.749023
	Iteration 61Q: 3 clusters Score -1423068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1423067.500000 Penalty: 4635.749023
	Iteration 62Q: 3 clusters Score -1423068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1423066.250000 Penalty: 4635.749023
	Iteration 63Q: 3 clusters Score -1423066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1423069.375000 Penalty: 4635.749023
	Iteration 64Q: 3 clusters Score -1423069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1423069.375000 Penalty: 4635.749023
	Iteration 65F: 3 clusters Score -1423069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (12430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Entering Unmasked Estep 
Score: -1555824.500000 Penalty: 2338.111328
	Iteration 0F: 2 clusters Score -1555824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1546577.375000 Penalty: 4676.222656
	Iteration 0F: 3 clusters Score -1546577 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1549505.000000 Penalty: 4676.222656
	Iteration 1F: 3 clusters Score -1549505 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1549826.000000 Penalty: 4676.222656
	Iteration 2F: 3 clusters Score -1549826 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1550070.625000 Penalty: 4676.222656
	Iteration 3Q: 3 clusters Score -1550071 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1550273.375000 Penalty: 4676.222656
	Iteration 4Q: 3 clusters Score -1550273 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1550451.875000 Penalty: 4676.222656
	Iteration 5Q: 3 clusters Score -1550452 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1550623.375000 Penalty: 4676.222656
	Iteration 6Q: 3 clusters Score -1550623 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1550781.250000 Penalty: 4676.222656
	Iteration 7Q: 3 clusters Score -1550781 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1550950.125000 Penalty: 4676.222656
	Iteration 8Q: 3 clusters Score -1550950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1551120.375000 Penalty: 4676.222656
	Iteration 9Q: 3 clusters Score -1551120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1551294.875000 Penalty: 4676.222656
	Iteration 10Q: 3 clusters Score -1551295 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1551456.375000 Penalty: 4676.222656
	Iteration 11Q: 3 clusters Score -1551456 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1551614.625000 Penalty: 4676.222656
	Iteration 12Q: 3 clusters Score -1551615 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1551794.125000 Penalty: 4676.222656
	Iteration 13Q: 3 clusters Score -1551794 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1552017.250000 Penalty: 4676.222656
	Iteration 14Q: 3 clusters Score -1552017 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1552278.500000 Penalty: 4676.222656
	Iteration 15Q: 3 clusters Score -1552278 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1552517.500000 Penalty: 4676.222656
	Iteration 16Q: 3 clusters Score -1552518 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1552761.875000 Penalty: 4676.222656
	Iteration 17Q: 3 clusters Score -1552762 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1553000.125000 Penalty: 4676.222656
	Iteration 18Q: 3 clusters Score -1553000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1553275.000000 Penalty: 4676.222656
	Iteration 19Q: 3 clusters Score -1553275 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1553518.125000 Penalty: 4676.222656
	Iteration 20F: 3 clusters Score -1553518 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1553796.500000 Penalty: 4676.222656
	Iteration 21Q: 3 clusters Score -1553796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1554052.625000 Penalty: 4676.222656
	Iteration 22Q: 3 clusters Score -1554053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1554271.875000 Penalty: 4676.222656
	Iteration 23Q: 3 clusters Score -1554272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1554416.750000 Penalty: 4676.222656
	Iteration 24Q: 3 clusters Score -1554417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1554519.125000 Penalty: 4676.222656
	Iteration 25Q: 3 clusters Score -1554519 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1554590.000000 Penalty: 4676.222656
	Iteration 26Q: 3 clusters Score -1554590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1554658.250000 Penalty: 4676.222656
	Iteration 27Q: 3 clusters Score -1554658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1554719.500000 Penalty: 4676.222656
	Iteration 28Q: 3 clusters Score -1554720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1554770.375000 Penalty: 4676.222656
	Iteration 29Q: 3 clusters Score -1554770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1554814.375000 Penalty: 4676.222656
	Iteration 30Q: 3 clusters Score -1554814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1554851.875000 Penalty: 4676.222656
	Iteration 31Q: 3 clusters Score -1554852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1554881.375000 Penalty: 4676.222656
	Iteration 32Q: 3 clusters Score -1554881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1554900.750000 Penalty: 4676.222656
	Iteration 33Q: 3 clusters Score -1554901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1554917.000000 Penalty: 4676.222656
	Iteration 34Q: 3 clusters Score -1554917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1554930.250000 Penalty: 4676.222656
	Iteration 35Q: 3 clusters Score -1554930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1554941.750000 Penalty: 4676.222656
	Iteration 36Q: 3 clusters Score -1554942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1554951.625000 Penalty: 4676.222656
	Iteration 37Q: 3 clusters Score -1554952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1554962.875000 Penalty: 4676.222656
	Iteration 38Q: 3 clusters Score -1554963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1554965.125000 Penalty: 4676.222656
	Iteration 39Q: 3 clusters Score -1554965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1554986.625000 Penalty: 4676.222656
	Iteration 40F: 3 clusters Score -1554987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1555007.125000 Penalty: 4676.222656
	Iteration 41Q: 3 clusters Score -1555007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1555022.375000 Penalty: 4676.222656
	Iteration 42Q: 3 clusters Score -1555022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1555028.125000 Penalty: 4676.222656
	Iteration 43Q: 3 clusters Score -1555028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1555037.375000 Penalty: 4676.222656
	Iteration 44Q: 3 clusters Score -1555037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1555044.625000 Penalty: 4676.222656
	Iteration 45Q: 3 clusters Score -1555045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1555046.750000 Penalty: 4676.222656
	Iteration 46Q: 3 clusters Score -1555047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1555051.250000 Penalty: 4676.222656
	Iteration 47Q: 3 clusters Score -1555051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1555054.375000 Penalty: 4676.222656
	Iteration 48Q: 3 clusters Score -1555054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1555053.875000 Penalty: 4676.222656
	Iteration 49Q: 3 clusters Score -1555054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1555054.125000 Penalty: 4676.222656
	Iteration 50Q: 3 clusters Score -1555054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1555057.625000 Penalty: 4676.222656
	Iteration 51Q: 3 clusters Score -1555058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1555064.125000 Penalty: 4676.222656
	Iteration 52Q: 3 clusters Score -1555064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1555064.000000 Penalty: 4676.222656
	Iteration 53Q: 3 clusters Score -1555064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1555065.375000 Penalty: 4676.222656
	Iteration 54Q: 3 clusters Score -1555065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1555070.500000 Penalty: 4676.222656
	Iteration 55Q: 3 clusters Score -1555070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1555075.375000 Penalty: 4676.222656
	Iteration 56Q: 3 clusters Score -1555075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1555076.000000 Penalty: 4676.222656
	Iteration 57Q: 3 clusters Score -1555076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1555076.000000 Penalty: 4676.222656
	Iteration 58Q: 3 clusters Score -1555076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1555074.875000 Penalty: 4676.222656
	Iteration 59Q: 3 clusters Score -1555075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1555076.875000 Penalty: 4676.222656
	Iteration 60F: 3 clusters Score -1555077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1555078.750000 Penalty: 4676.222656
	Iteration 61Q: 3 clusters Score -1555079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1555081.125000 Penalty: 4676.222656
	Iteration 62Q: 3 clusters Score -1555081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1555079.250000 Penalty: 4676.222656
	Iteration 63Q: 3 clusters Score -1555079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1555085.500000 Penalty: 4676.222656
	Iteration 64Q: 3 clusters Score -1555086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1555086.000000 Penalty: 4676.222656
	Iteration 65Q: 3 clusters Score -1555086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1555085.500000 Penalty: 4676.222656
	Iteration 66Q: 3 clusters Score -1555086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1555086.000000 Penalty: 4676.222656
	Iteration 67Q: 3 clusters Score -1555086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1555086.625000 Penalty: 4676.222656
	Iteration 68Q: 3 clusters Score -1555087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1555086.625000 Penalty: 4676.222656
	Iteration 69F: 3 clusters Score -1555087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -237030.656250 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -237030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -234779.109375 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -234779.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -235606.234375 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -235606.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -235909.421875 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -235909.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -236109.140625 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -236109.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -236290.734375 Penalty: 3639.120605
	Iteration 4F: 3 clusters Score -236290.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236409.484375 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -236409.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -236486.687500 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -236486.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -236542.578125 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -236542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -236567.781250 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -236567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -236585.812500 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -236585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -236606.718750 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -236606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236615.875000 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -236615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -236625.578125 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -236625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -236629.250000 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -236629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236634.828125 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -236634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -236643.328125 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -236643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -236652.984375 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -236653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -236662.796875 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -236662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -236671.250000 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -236671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -236673.828125 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -236673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236675.343750 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -236675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236680.562500 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -236680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -236681.156250 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -236681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236681.921875 Penalty: 3639.120605
	Iteration 23Q: 3 clusters Score -236681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -236682.296875 Penalty: 3639.120605
	Iteration 24Q: 3 clusters Score -236682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -236682.296875 Penalty: 3639.120605
	Iteration 25F: 3 clusters Score -236682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -262315.437500 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -262315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -259525.609375 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -259525.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -259997.625000 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -259997.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -260172.718750 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -260172.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -260299.328125 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -260299.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -260403.328125 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -260403.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260520.625000 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -260520.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260645.125000 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -260645.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -260755.984375 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -260756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260884.781250 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -260884.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -261006.843750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -261006.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -261111.718750 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -261111.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261237.359375 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -261237.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261370.375000 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -261370.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261485.765625 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -261485.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261537.734375 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -261537.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261556.312500 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -261556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261565.531250 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -261565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261571.468750 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -261571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -261577.250000 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -261577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261582.843750 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -261582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261589.562500 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -261589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261597.156250 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -261597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -261602.859375 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -261602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -261607.671875 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -261607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -261610.734375 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -261610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261617.640625 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -261617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -261628.125000 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -261628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -261632.562500 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -261632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -261639.906250 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -261639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -261639.906250 Penalty: 3823.148926
	Iteration 29F: 3 clusters Score -261639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Entering Unmasked Estep 
Score: -876884.187500 Penalty: 2198.702393
	Iteration 0F: 2 clusters Score -876884.2 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 3488 members 
Entering Unmasked Estep 
Score: -871077.062500 Penalty: 4397.404785
	Iteration 0F: 3 clusters Score -871077.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -872596.875000 Penalty: 4397.404785
	Iteration 1F: 3 clusters Score -872596.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -873038.812500 Penalty: 4397.404785
	Iteration 2F: 3 clusters Score -873038.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -873491.937500 Penalty: 4397.404785
	Iteration 3F: 3 clusters Score -873491.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -873945.125000 Penalty: 4397.404785
	Iteration 4F: 3 clusters Score -873945.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -874311.687500 Penalty: 4397.404785
	Iteration 5F: 3 clusters Score -874311.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -874585.812500 Penalty: 4397.404785
	Iteration 6F: 3 clusters Score -874585.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -874789.750000 Penalty: 4397.404785
	Iteration 7Q: 3 clusters Score -874789.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -874910.375000 Penalty: 4397.404785
	Iteration 8Q: 3 clusters Score -874910.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -874991.875000 Penalty: 4397.404785
	Iteration 9Q: 3 clusters Score -874991.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -875038.125000 Penalty: 4397.404785
	Iteration 10Q: 3 clusters Score -875038.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -875070.312500 Penalty: 4397.404785
	Iteration 11Q: 3 clusters Score -875070.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -875092.500000 Penalty: 4397.404785
	Iteration 12Q: 3 clusters Score -875092.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -875105.062500 Penalty: 4397.404785
	Iteration 13Q: 3 clusters Score -875105.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -875111.500000 Penalty: 4397.404785
	Iteration 14Q: 3 clusters Score -875111.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -875116.500000 Penalty: 4397.404785
	Iteration 15Q: 3 clusters Score -875116.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -875121.625000 Penalty: 4397.404785
	Iteration 16Q: 3 clusters Score -875121.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -875124.875000 Penalty: 4397.404785
	Iteration 17Q: 3 clusters Score -875124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -875128.812500 Penalty: 4397.404785
	Iteration 18Q: 3 clusters Score -875128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -875130.625000 Penalty: 4397.404785
	Iteration 19Q: 3 clusters Score -875130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -875133.812500 Penalty: 4397.404785
	Iteration 20F: 3 clusters Score -875133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -875135.000000 Penalty: 4397.404785
	Iteration 21Q: 3 clusters Score -875135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -875136.187500 Penalty: 4397.404785
	Iteration 22Q: 3 clusters Score -875136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -875141.250000 Penalty: 4397.404785
	Iteration 23Q: 3 clusters Score -875141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -875142.062500 Penalty: 4397.404785
	Iteration 24Q: 3 clusters Score -875142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -875145.562500 Penalty: 4397.404785
	Iteration 25Q: 3 clusters Score -875145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -875148.375000 Penalty: 4397.404785
	Iteration 26Q: 3 clusters Score -875148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -875147.187500 Penalty: 4397.404785
	Iteration 27Q: 3 clusters Score -875147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -875150.312500 Penalty: 4397.404785
	Iteration 28Q: 3 clusters Score -875150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -875152.687500 Penalty: 4397.404785
	Iteration 29Q: 3 clusters Score -875152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -875154.500000 Penalty: 4397.404785
	Iteration 30Q: 3 clusters Score -875154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -875152.000000 Penalty: 4397.404785
	Iteration 31Q: 3 clusters Score -875152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -875151.437500 Penalty: 4397.404785
	Iteration 32Q: 3 clusters Score -875151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -875154.000000 Penalty: 4397.404785
	Iteration 33Q: 3 clusters Score -875154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -875154.000000 Penalty: 4397.404785
	Iteration 34F: 3 clusters Score -875154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (17784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Entering Unmasked Estep 
Score: -2197170.750000 Penalty: 2426.941650
	Iteration 0F: 2 clusters Score -2197171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2184511.750000 Penalty: 4853.883301
	Iteration 0F: 3 clusters Score -2184512 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2188725.000000 Penalty: 4853.883301
	Iteration 1F: 3 clusters Score -2188725 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2189131.000000 Penalty: 4853.883301
	Iteration 2F: 3 clusters Score -2189131 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2189439.000000 Penalty: 4853.883301
	Iteration 3Q: 3 clusters Score -2189439 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2189758.250000 Penalty: 4853.883301
	Iteration 4Q: 3 clusters Score -2189758 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2190142.000000 Penalty: 4853.883301
	Iteration 5Q: 3 clusters Score -2190142 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2190596.000000 Penalty: 4853.883301
	Iteration 6Q: 3 clusters Score -2190596 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2191223.500000 Penalty: 4853.883301
	Iteration 7F: 3 clusters Score -2191224 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2191969.750000 Penalty: 4853.883301
	Iteration 8F: 3 clusters Score -2191970 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2192738.000000 Penalty: 4853.883301
	Iteration 9F: 3 clusters Score -2192738 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2193441.000000 Penalty: 4853.883301
	Iteration 10Q: 3 clusters Score -2193441 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2193980.000000 Penalty: 4853.883301
	Iteration 11Q: 3 clusters Score -2193980 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2194421.250000 Penalty: 4853.883301
	Iteration 12Q: 3 clusters Score -2194421 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2194756.750000 Penalty: 4853.883301
	Iteration 13Q: 3 clusters Score -2194757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2194988.500000 Penalty: 4853.883301
	Iteration 14Q: 3 clusters Score -2194988 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2195113.750000 Penalty: 4853.883301
	Iteration 15Q: 3 clusters Score -2195114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2195187.250000 Penalty: 4853.883301
	Iteration 16Q: 3 clusters Score -2195187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2195227.250000 Penalty: 4853.883301
	Iteration 17Q: 3 clusters Score -2195227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2195256.000000 Penalty: 4853.883301
	Iteration 18Q: 3 clusters Score -2195256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2195287.000000 Penalty: 4853.883301
	Iteration 19Q: 3 clusters Score -2195287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2195315.250000 Penalty: 4853.883301
	Iteration 20F: 3 clusters Score -2195315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2195326.750000 Penalty: 4853.883301
	Iteration 21Q: 3 clusters Score -2195327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2195341.250000 Penalty: 4853.883301
	Iteration 22Q: 3 clusters Score -2195341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2195362.000000 Penalty: 4853.883301
	Iteration 23Q: 3 clusters Score -2195362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2195359.000000 Penalty: 4853.883301
	Iteration 24Q: 3 clusters Score -2195359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2195366.000000 Penalty: 4853.883301
	Iteration 25Q: 3 clusters Score -2195366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2195376.750000 Penalty: 4853.883301
	Iteration 26Q: 3 clusters Score -2195377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2195383.500000 Penalty: 4853.883301
	Iteration 27Q: 3 clusters Score -2195384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2195390.250000 Penalty: 4853.883301
	Iteration 28Q: 3 clusters Score -2195390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2195387.500000 Penalty: 4853.883301
	Iteration 29Q: 3 clusters Score -2195388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2195390.250000 Penalty: 4853.883301
	Iteration 30Q: 3 clusters Score -2195390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2195388.250000 Penalty: 4853.883301
	Iteration 31Q: 3 clusters Score -2195388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2195391.250000 Penalty: 4853.883301
	Iteration 32Q: 3 clusters Score -2195391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2195387.250000 Penalty: 4853.883301
	Iteration 33Q: 3 clusters Score -2195387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2195389.500000 Penalty: 4853.883301
	Iteration 34Q: 3 clusters Score -2195390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2195389.000000 Penalty: 4853.883301
	Iteration 35Q: 3 clusters Score -2195389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2195387.250000 Penalty: 4853.883301
	Iteration 36Q: 3 clusters Score -2195387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2195387.250000 Penalty: 4853.883301
	Iteration 37F: 3 clusters Score -2195387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -668047.750000 Penalty: 2132.404297
	Iteration 0F: 2 clusters Score -668047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -663255.312500 Penalty: 4264.808594
	Iteration 0F: 3 clusters Score -663255.3 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -664435.125000 Penalty: 4264.808594
	Iteration 1F: 3 clusters Score -664435.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -664687.000000 Penalty: 4264.808594
	Iteration 2F: 3 clusters Score -664687 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -664859.625000 Penalty: 4264.808594
	Iteration 3F: 3 clusters Score -664859.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -664990.750000 Penalty: 4264.808594
	Iteration 4Q: 3 clusters Score -664990.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -665087.125000 Penalty: 4264.808594
	Iteration 5Q: 3 clusters Score -665087.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -665160.312500 Penalty: 4264.808594
	Iteration 6Q: 3 clusters Score -665160.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -665229.125000 Penalty: 4264.808594
	Iteration 7Q: 3 clusters Score -665229.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -665280.062500 Penalty: 4264.808594
	Iteration 8Q: 3 clusters Score -665280.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -665324.250000 Penalty: 4264.808594
	Iteration 9Q: 3 clusters Score -665324.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -665364.375000 Penalty: 4264.808594
	Iteration 10Q: 3 clusters Score -665364.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -665407.000000 Penalty: 4264.808594
	Iteration 11Q: 3 clusters Score -665407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -665451.875000 Penalty: 4264.808594
	Iteration 12Q: 3 clusters Score -665451.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -665496.250000 Penalty: 4264.808594
	Iteration 13Q: 3 clusters Score -665496.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -665535.312500 Penalty: 4264.808594
	Iteration 14Q: 3 clusters Score -665535.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -665585.125000 Penalty: 4264.808594
	Iteration 15Q: 3 clusters Score -665585.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -665637.000000 Penalty: 4264.808594
	Iteration 16Q: 3 clusters Score -665637 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -665702.437500 Penalty: 4264.808594
	Iteration 17Q: 3 clusters Score -665702.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -665768.312500 Penalty: 4264.808594
	Iteration 18Q: 3 clusters Score -665768.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -665847.562500 Penalty: 4264.808594
	Iteration 19Q: 3 clusters Score -665847.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -665956.437500 Penalty: 4264.808594
	Iteration 20F: 3 clusters Score -665956.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -666080.750000 Penalty: 4264.808594
	Iteration 21Q: 3 clusters Score -666080.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -666200.125000 Penalty: 4264.808594
	Iteration 22Q: 3 clusters Score -666200.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -666277.875000 Penalty: 4264.808594
	Iteration 23Q: 3 clusters Score -666277.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -666354.000000 Penalty: 4264.808594
	Iteration 24Q: 3 clusters Score -666354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -666421.812500 Penalty: 4264.808594
	Iteration 25Q: 3 clusters Score -666421.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -666484.937500 Penalty: 4264.808594
	Iteration 26Q: 3 clusters Score -666484.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -666525.375000 Penalty: 4264.808594
	Iteration 27Q: 3 clusters Score -666525.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -666553.625000 Penalty: 4264.808594
	Iteration 28Q: 3 clusters Score -666553.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -666569.625000 Penalty: 4264.808594
	Iteration 29Q: 3 clusters Score -666569.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -666582.062500 Penalty: 4264.808594
	Iteration 30Q: 3 clusters Score -666582.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -666591.625000 Penalty: 4264.808594
	Iteration 31Q: 3 clusters Score -666591.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -666603.312500 Penalty: 4264.808594
	Iteration 32Q: 3 clusters Score -666603.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -666614.437500 Penalty: 4264.808594
	Iteration 33Q: 3 clusters Score -666614.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -666626.250000 Penalty: 4264.808594
	Iteration 34Q: 3 clusters Score -666626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -666634.375000 Penalty: 4264.808594
	Iteration 35Q: 3 clusters Score -666634.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -666643.687500 Penalty: 4264.808594
	Iteration 36Q: 3 clusters Score -666643.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -666654.562500 Penalty: 4264.808594
	Iteration 37Q: 3 clusters Score -666654.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -666665.687500 Penalty: 4264.808594
	Iteration 38Q: 3 clusters Score -666665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -666675.937500 Penalty: 4264.808594
	Iteration 39Q: 3 clusters Score -666675.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -666683.812500 Penalty: 4264.808594
	Iteration 40F: 3 clusters Score -666683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666688.062500 Penalty: 4264.808594
	Iteration 41Q: 3 clusters Score -666688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666690.125000 Penalty: 4264.808594
	Iteration 42Q: 3 clusters Score -666690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666694.250000 Penalty: 4264.808594
	Iteration 43Q: 3 clusters Score -666694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -666697.812500 Penalty: 4264.808594
	Iteration 44Q: 3 clusters Score -666697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666698.000000 Penalty: 4264.808594
	Iteration 45Q: 3 clusters Score -666698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -666698.562500 Penalty: 4264.808594
	Iteration 46Q: 3 clusters Score -666698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -666701.312500 Penalty: 4264.808594
	Iteration 47Q: 3 clusters Score -666701.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -666702.125000 Penalty: 4264.808594
	Iteration 48Q: 3 clusters Score -666702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -666702.750000 Penalty: 4264.808594
	Iteration 49Q: 3 clusters Score -666702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -666703.500000 Penalty: 4264.808594
	Iteration 50Q: 3 clusters Score -666703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -666705.062500 Penalty: 4264.808594
	Iteration 51Q: 3 clusters Score -666705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -666705.062500 Penalty: 4264.808594
	Iteration 52F: 3 clusters Score -666705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -328265.562500 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -328265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -325209.781250 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -325209.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -325816.656250 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -325816.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -325995.531250 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -325995.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -326097.562500 Penalty: 3915.026611
	Iteration 3F: 3 clusters Score -326097.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -326160.937500 Penalty: 3915.026611
	Iteration 4Q: 3 clusters Score -326160.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -326199.531250 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -326199.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -326234.937500 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -326234.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -326266.968750 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -326267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -326297.156250 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -326297.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -326318.781250 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -326318.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -326343.343750 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -326343.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -326366.750000 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -326366.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -326404.937500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -326404.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -326459.812500 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -326459.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -326552.343750 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -326552.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -326646.406250 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -326646.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -326768.406250 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -326768.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -326882.843750 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -326882.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -326961.875000 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -326961.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -327007.093750 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -327007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -327034.687500 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -327034.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -327063.187500 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -327063.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -327082.062500 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -327082.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -327098.062500 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -327098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -327103.343750 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -327103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -327106.843750 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -327106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327108.000000 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -327108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -327108.781250 Penalty: 3915.026611
	Iteration 27Q: 3 clusters Score -327108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -327108.781250 Penalty: 3915.026611
	Iteration 28F: 3 clusters Score -327108.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -38299.382812 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -38299.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37009.554688 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -37009.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37327.507812 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -37327.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37465.062500 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -37465.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37558.898438 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -37558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37592.347656 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -37592.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37610.667969 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -37610.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37623.585938 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -37623.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37623.585938 Penalty: 2956.658691
	Iteration 7F: 3 clusters Score -37623.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -347897.937500 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -347897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -344752.281250 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -344752.3 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -345374.343750 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -345374.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -345508.031250 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -345508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -345596.718750 Penalty: 3936.406006
	Iteration 3Q: 3 clusters Score -345596.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -345654.843750 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -345654.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -345694.312500 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -345694.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -345723.843750 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -345723.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -345755.437500 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -345755.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -345776.500000 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -345776.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -345792.062500 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -345792.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -345805.406250 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -345805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -345821.875000 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -345821.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -345839.468750 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -345839.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -345851.406250 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -345851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -345859.687500 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -345859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -345866.968750 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -345867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -345873.812500 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -345873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -345879.000000 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -345879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -345885.250000 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -345885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -345888.593750 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -345888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -345891.062500 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -345891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -345893.906250 Penalty: 3936.406006
	Iteration 21Q: 3 clusters Score -345893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345898.375000 Penalty: 3936.406006
	Iteration 22Q: 3 clusters Score -345898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -345906.062500 Penalty: 3936.406006
	Iteration 23Q: 3 clusters Score -345906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -345913.500000 Penalty: 3936.406006
	Iteration 24Q: 3 clusters Score -345913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -345917.031250 Penalty: 3936.406006
	Iteration 25Q: 3 clusters Score -345917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -345922.125000 Penalty: 3936.406006
	Iteration 26Q: 3 clusters Score -345922.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -345928.000000 Penalty: 3936.406006
	Iteration 27Q: 3 clusters Score -345928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -345935.906250 Penalty: 3936.406006
	Iteration 28Q: 3 clusters Score -345935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -345940.937500 Penalty: 3936.406006
	Iteration 29Q: 3 clusters Score -345940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -345946.218750 Penalty: 3936.406006
	Iteration 30Q: 3 clusters Score -345946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -345951.562500 Penalty: 3936.406006
	Iteration 31Q: 3 clusters Score -345951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -345953.875000 Penalty: 3936.406006
	Iteration 32Q: 3 clusters Score -345953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -345957.187500 Penalty: 3936.406006
	Iteration 33Q: 3 clusters Score -345957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -345958.343750 Penalty: 3936.406006
	Iteration 34Q: 3 clusters Score -345958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -345961.093750 Penalty: 3936.406006
	Iteration 35Q: 3 clusters Score -345961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -345963.875000 Penalty: 3936.406006
	Iteration 36Q: 3 clusters Score -345963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -345968.968750 Penalty: 3936.406006
	Iteration 37Q: 3 clusters Score -345969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -345972.718750 Penalty: 3936.406006
	Iteration 38Q: 3 clusters Score -345972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -345975.312500 Penalty: 3936.406006
	Iteration 39Q: 3 clusters Score -345975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -345978.843750 Penalty: 3936.406006
	Iteration 40F: 3 clusters Score -345978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -345983.750000 Penalty: 3936.406006
	Iteration 41Q: 3 clusters Score -345983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -345989.343750 Penalty: 3936.406006
	Iteration 42Q: 3 clusters Score -345989.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -345992.062500 Penalty: 3936.406006
	Iteration 43Q: 3 clusters Score -345992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -345994.750000 Penalty: 3936.406006
	Iteration 44Q: 3 clusters Score -345994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -345997.000000 Penalty: 3936.406006
	Iteration 45Q: 3 clusters Score -345997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -345999.437500 Penalty: 3936.406006
	Iteration 46Q: 3 clusters Score -345999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -346003.968750 Penalty: 3936.406006
	Iteration 47Q: 3 clusters Score -346004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -346009.531250 Penalty: 3936.406006
	Iteration 48Q: 3 clusters Score -346009.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -346017.343750 Penalty: 3936.406006
	Iteration 49Q: 3 clusters Score -346017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -346022.156250 Penalty: 3936.406006
	Iteration 50Q: 3 clusters Score -346022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -346022.156250 Penalty: 3936.406006
	Iteration 51Q: 3 clusters Score -346022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -346024.406250 Penalty: 3936.406006
	Iteration 52Q: 3 clusters Score -346024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -346027.656250 Penalty: 3936.406006
	Iteration 53Q: 3 clusters Score -346027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -346030.375000 Penalty: 3936.406006
	Iteration 54Q: 3 clusters Score -346030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -346032.812500 Penalty: 3936.406006
	Iteration 55Q: 3 clusters Score -346032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -346036.687500 Penalty: 3936.406006
	Iteration 56Q: 3 clusters Score -346036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -346040.625000 Penalty: 3936.406006
	Iteration 57Q: 3 clusters Score -346040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -346041.281250 Penalty: 3936.406006
	Iteration 58Q: 3 clusters Score -346041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -346041.312500 Penalty: 3936.406006
	Iteration 59Q: 3 clusters Score -346041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346041.468750 Penalty: 3936.406006
	Iteration 60F: 3 clusters Score -346041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -346043.062500 Penalty: 3936.406006
	Iteration 61Q: 3 clusters Score -346043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -346043.781250 Penalty: 3936.406006
	Iteration 62Q: 3 clusters Score -346043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -346045.156250 Penalty: 3936.406006
	Iteration 63Q: 3 clusters Score -346045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -346046.375000 Penalty: 3936.406006
	Iteration 64Q: 3 clusters Score -346046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346049.062500 Penalty: 3936.406006
	Iteration 65Q: 3 clusters Score -346049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -346050.531250 Penalty: 3936.406006
	Iteration 66Q: 3 clusters Score -346050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -346051.031250 Penalty: 3936.406006
	Iteration 67Q: 3 clusters Score -346051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -346051.031250 Penalty: 3936.406006
	Iteration 68F: 3 clusters Score -346051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -323986.906250 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -323986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -320971.187500 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -320971.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -321552.625000 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -321552.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321700.718750 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -321700.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -321788.500000 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -321788.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -321843.250000 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -321843.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -321873.875000 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -321873.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321902.406250 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -321902.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321927.875000 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -321927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321939.656250 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -321939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -321952.093750 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -321952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -321963.750000 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -321963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321977.781250 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -321977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -321987.062500 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -321987.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -322002.250000 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -322002.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -322024.406250 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -322024.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -322043.218750 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -322043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322052.406250 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -322052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -322065.093750 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -322065.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322081.937500 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -322081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -322095.125000 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -322095.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322109.093750 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -322109.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322117.375000 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -322117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -322125.500000 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -322125.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322136.062500 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -322136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -322145.500000 Penalty: 3914.841553
	Iteration 24Q: 3 clusters Score -322145.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -322152.937500 Penalty: 3914.841553
	Iteration 25Q: 3 clusters Score -322152.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322159.531250 Penalty: 3914.841553
	Iteration 26Q: 3 clusters Score -322159.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -322167.375000 Penalty: 3914.841553
	Iteration 27Q: 3 clusters Score -322167.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322177.375000 Penalty: 3914.841553
	Iteration 28Q: 3 clusters Score -322177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -322187.250000 Penalty: 3914.841553
	Iteration 29Q: 3 clusters Score -322187.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -322194.843750 Penalty: 3914.841553
	Iteration 30Q: 3 clusters Score -322194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322198.468750 Penalty: 3914.841553
	Iteration 31Q: 3 clusters Score -322198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -322199.281250 Penalty: 3914.841553
	Iteration 32Q: 3 clusters Score -322199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -322199.562500 Penalty: 3914.841553
	Iteration 33Q: 3 clusters Score -322199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322199.843750 Penalty: 3914.841553
	Iteration 34Q: 3 clusters Score -322199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -322200.031250 Penalty: 3914.841553
	Iteration 35Q: 3 clusters Score -322200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322201.000000 Penalty: 3914.841553
	Iteration 36Q: 3 clusters Score -322201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -322201.062500 Penalty: 3914.841553
	Iteration 37Q: 3 clusters Score -322201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322203.562500 Penalty: 3914.841553
	Iteration 38Q: 3 clusters Score -322203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322205.718750 Penalty: 3914.841553
	Iteration 39Q: 3 clusters Score -322205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -322206.781250 Penalty: 3914.841553
	Iteration 40F: 3 clusters Score -322206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322209.156250 Penalty: 3914.841553
	Iteration 41Q: 3 clusters Score -322209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -322210.875000 Penalty: 3914.841553
	Iteration 42Q: 3 clusters Score -322210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322213.031250 Penalty: 3914.841553
	Iteration 43Q: 3 clusters Score -322213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322215.468750 Penalty: 3914.841553
	Iteration 44Q: 3 clusters Score -322215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -322216.468750 Penalty: 3914.841553
	Iteration 45Q: 3 clusters Score -322216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322219.906250 Penalty: 3914.841553
	Iteration 46Q: 3 clusters Score -322219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322220.500000 Penalty: 3914.841553
	Iteration 47Q: 3 clusters Score -322220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322220.562500 Penalty: 3914.841553
	Iteration 48Q: 3 clusters Score -322220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322221.593750 Penalty: 3914.841553
	Iteration 49Q: 3 clusters Score -322221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322223.156250 Penalty: 3914.841553
	Iteration 50Q: 3 clusters Score -322223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -322223.156250 Penalty: 3914.841553
	Iteration 51F: 3 clusters Score -322223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Entering Unmasked Estep 
Score: -1715253.125000 Penalty: 2366.152832
	Iteration 0F: 2 clusters Score -1715253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1705143.000000 Penalty: 4732.305664
	Iteration 0F: 3 clusters Score -1705143 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1708461.000000 Penalty: 4732.305664
	Iteration 1F: 3 clusters Score -1708461 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1708808.625000 Penalty: 4732.305664
	Iteration 2F: 3 clusters Score -1708809 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1709156.125000 Penalty: 4732.305664
	Iteration 3Q: 3 clusters Score -1709156 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1709555.500000 Penalty: 4732.305664
	Iteration 4F: 3 clusters Score -1709556 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1710033.250000 Penalty: 4732.305664
	Iteration 5F: 3 clusters Score -1710033 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1710592.875000 Penalty: 4732.305664
	Iteration 6F: 3 clusters Score -1710593 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1711142.750000 Penalty: 4732.305664
	Iteration 7F: 3 clusters Score -1711143 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1711672.750000 Penalty: 4732.305664
	Iteration 8F: 3 clusters Score -1711673 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1712119.000000 Penalty: 4732.305664
	Iteration 9Q: 3 clusters Score -1712119 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1712478.750000 Penalty: 4732.305664
	Iteration 10Q: 3 clusters Score -1712479 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1712760.125000 Penalty: 4732.305664
	Iteration 11Q: 3 clusters Score -1712760 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1713011.250000 Penalty: 4732.305664
	Iteration 12Q: 3 clusters Score -1713011 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1713219.750000 Penalty: 4732.305664
	Iteration 13Q: 3 clusters Score -1713220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1713340.375000 Penalty: 4732.305664
	Iteration 14Q: 3 clusters Score -1713340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1713433.750000 Penalty: 4732.305664
	Iteration 15Q: 3 clusters Score -1713434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1713491.125000 Penalty: 4732.305664
	Iteration 16Q: 3 clusters Score -1713491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1713524.625000 Penalty: 4732.305664
	Iteration 17Q: 3 clusters Score -1713525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1713550.500000 Penalty: 4732.305664
	Iteration 18Q: 3 clusters Score -1713550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1713572.625000 Penalty: 4732.305664
	Iteration 19Q: 3 clusters Score -1713573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1713589.125000 Penalty: 4732.305664
	Iteration 20F: 3 clusters Score -1713589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1713604.250000 Penalty: 4732.305664
	Iteration 21Q: 3 clusters Score -1713604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1713613.625000 Penalty: 4732.305664
	Iteration 22Q: 3 clusters Score -1713614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1713614.625000 Penalty: 4732.305664
	Iteration 23Q: 3 clusters Score -1713615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1713617.625000 Penalty: 4732.305664
	Iteration 24Q: 3 clusters Score -1713618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1713620.000000 Penalty: 4732.305664
	Iteration 25Q: 3 clusters Score -1713620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1713620.125000 Penalty: 4732.305664
	Iteration 26Q: 3 clusters Score -1713620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1713619.625000 Penalty: 4732.305664
	Iteration 27Q: 3 clusters Score -1713620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1713624.125000 Penalty: 4732.305664
	Iteration 28Q: 3 clusters Score -1713624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1713626.125000 Penalty: 4732.305664
	Iteration 29Q: 3 clusters Score -1713626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1713629.375000 Penalty: 4732.305664
	Iteration 30Q: 3 clusters Score -1713629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1713632.000000 Penalty: 4732.305664
	Iteration 31Q: 3 clusters Score -1713632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1713631.500000 Penalty: 4732.305664
	Iteration 32Q: 3 clusters Score -1713632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1713631.500000 Penalty: 4732.305664
	Iteration 33F: 3 clusters Score -1713632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -684834.312500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -684834.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -679919.062500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -679919.1 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -681059.437500 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -681059.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -681287.250000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -681287.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -681445.000000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -681445 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -681569.062500 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -681569.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -681687.312500 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -681687.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -681840.437500 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -681840.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -682026.375000 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -682026.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -682245.250000 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -682245.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -682480.312500 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -682480.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -682720.437500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -682720.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -683001.687500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -683001.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -683380.812500 Penalty: 4276.558105
	Iteration 12F: 3 clusters Score -683380.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -683803.437500 Penalty: 4276.558105
	Iteration 13F: 3 clusters Score -683803.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -684242.375000 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -684242.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -684545.125000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -684545.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -684645.875000 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -684645.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -684669.000000 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -684669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -684675.312500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -684675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -684678.437500 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -684678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -684681.500000 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -684681.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -684684.750000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -684684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -684686.750000 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -684686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -684687.125000 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -684687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -684687.625000 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -684687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -684687.687500 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -684687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -684688.187500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -684688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -684690.750000 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -684690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -684695.750000 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -684695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -684697.562500 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -684697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -684699.750000 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -684699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -684702.312500 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -684702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -684702.812500 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -684702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -684704.125000 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -684704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -684704.312500 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -684704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -684704.312500 Penalty: 4276.558105
	Iteration 35F: 3 clusters Score -684704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34745.003906 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -34745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33533.578125 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -33533.58 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34020.480469 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -34020.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34318.613281 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -34318.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34458.285156 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -34458.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34496.320312 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -34496.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34661.695312 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -34661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34776.878906 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -34776.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34869.378906 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -34869.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34945.613281 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -34945.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35004.273438 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -35004.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35025.679688 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -35025.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35052.710938 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -35052.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35059.582031 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -35059.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35062.722656 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -35062.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35071.175781 Penalty: 3110.410156
	Iteration 14F: 3 clusters Score -35071.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35115.164062 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -35115.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35123.199219 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -35123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35151.394531 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -35151.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35154.515625 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -35154.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35154.515625 Penalty: 3110.410156
	Iteration 19F: 3 clusters Score -35154.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 73447 members 
Mstep: Class 5 contains 133006 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 173094 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 67348 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 108446 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 3222 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 3302 members 
Mstep: Class 37 contains 11037 members 
Mstep: Class 38 contains 50392 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 9041 members 
Mstep: Class 41 contains 5404 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 14215 members 
Mstep: Class 44 contains 7716 members 
Mstep: Class 45 contains 4269 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 3649 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 40694 members 
Mstep: Class 50 contains 1513 members 
Mstep: Class 51 contains 14439 members 
Mstep: Class 52 contains 578 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 11456 members 
Mstep: Class 55 contains 12430 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 2226 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 17784 members 
Mstep: Class 60 contains 5423 members 
Mstep: Class 61 contains 2679 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 2797 members 
Mstep: Class 64 contains 2678 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 5553 members 
Mstep: Class 67 contains 305 members 
Mstep: Class 68 contains 1004 members 
Mstep: Class 69 contains 5219 members 
Mstep: Class 70 contains 224 members 
Entering Unmasked Estep 
Score: -134499552.000000 Penalty: 241698.718750
Splitting cluster 67 changes total score from -134501248.000000 to -134499552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -164298.578125 Penalty: 1714.113403
	Iteration 0F: 2 clusters Score -164298.6 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 521 members 
Entering Unmasked Estep 
Score: -162345.718750 Penalty: 3428.226807
	Iteration 0F: 3 clusters Score -162345.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162656.656250 Penalty: 3428.226807
	Iteration 1F: 3 clusters Score -162656.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162736.750000 Penalty: 3428.226807
	Iteration 2F: 3 clusters Score -162736.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -162801.656250 Penalty: 3428.226807
	Iteration 3Q: 3 clusters Score -162801.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -162846.046875 Penalty: 3428.226807
	Iteration 4Q: 3 clusters Score -162846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162867.921875 Penalty: 3428.226807
	Iteration 5Q: 3 clusters Score -162867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162883.843750 Penalty: 3428.226807
	Iteration 6Q: 3 clusters Score -162883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162899.890625 Penalty: 3428.226807
	Iteration 7Q: 3 clusters Score -162899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162921.359375 Penalty: 3428.226807
	Iteration 8Q: 3 clusters Score -162921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162942.062500 Penalty: 3428.226807
	Iteration 9Q: 3 clusters Score -162942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162956.218750 Penalty: 3428.226807
	Iteration 10Q: 3 clusters Score -162956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162967.531250 Penalty: 3428.226807
	Iteration 11Q: 3 clusters Score -162967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -162978.000000 Penalty: 3428.226807
	Iteration 12Q: 3 clusters Score -162978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163000.593750 Penalty: 3428.226807
	Iteration 13Q: 3 clusters Score -163000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163015.328125 Penalty: 3428.226807
	Iteration 14Q: 3 clusters Score -163015.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163027.937500 Penalty: 3428.226807
	Iteration 15Q: 3 clusters Score -163027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -163038.765625 Penalty: 3428.226807
	Iteration 16Q: 3 clusters Score -163038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -163051.453125 Penalty: 3428.226807
	Iteration 17Q: 3 clusters Score -163051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163063.312500 Penalty: 3428.226807
	Iteration 18Q: 3 clusters Score -163063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163071.750000 Penalty: 3428.226807
	Iteration 19Q: 3 clusters Score -163071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163077.890625 Penalty: 3428.226807
	Iteration 20F: 3 clusters Score -163077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -163081.906250 Penalty: 3428.226807
	Iteration 21Q: 3 clusters Score -163081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -163087.203125 Penalty: 3428.226807
	Iteration 22Q: 3 clusters Score -163087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163094.890625 Penalty: 3428.226807
	Iteration 23Q: 3 clusters Score -163094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163101.359375 Penalty: 3428.226807
	Iteration 24Q: 3 clusters Score -163101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163101.796875 Penalty: 3428.226807
	Iteration 25Q: 3 clusters Score -163101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -163101.796875 Penalty: 3428.226807
	Iteration 26F: 3 clusters Score -163101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -640427.437500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -640427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -635777.812500 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -635777.8 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -636862.375000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -636862.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -637089.687500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -637089.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -637262.562500 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -637262.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -637384.687500 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -637384.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -637508.625000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -637508.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -637692.562500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -637692.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -637921.250000 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -637921.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -638258.625000 Penalty: 4245.790527
	Iteration 8F: 3 clusters Score -638258.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -638593.875000 Penalty: 4245.790527
	Iteration 9F: 3 clusters Score -638593.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -638957.687500 Penalty: 4245.790527
	Iteration 10F: 3 clusters Score -638957.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -639255.875000 Penalty: 4245.790527
	Iteration 11F: 3 clusters Score -639255.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -639457.812500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -639457.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -639619.875000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -639619.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -639775.750000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -639775.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -639877.500000 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -639877.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -639930.312500 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -639930.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -639955.312500 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -639955.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -639966.812500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -639966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -639970.187500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -639970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -639972.875000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -639972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -639977.187500 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -639977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -639977.937500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -639977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -639977.937500 Penalty: 4245.790527
	Iteration 23F: 3 clusters Score -639977.9 nChanged 0
20->70 Clusters: Score -134501248.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1113186 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 55634 members 
Mstep: Class 3 contains 55483 members 
Mstep: Class 4 contains 55548 members 
Mstep: Class 5 contains 55866 members 
Mstep: Class 6 contains 55488 members 
Mstep: Class 7 contains 55495 members 
Mstep: Class 8 contains 55663 members 
Mstep: Class 9 contains 55746 members 
Mstep: Class 10 contains 55341 members 
Mstep: Class 11 contains 55887 members 
Mstep: Class 12 contains 56054 members 
Mstep: Class 13 contains 55677 members 
Mstep: Class 14 contains 56065 members 
Mstep: Class 15 contains 55402 members 
Mstep: Class 16 contains 55352 members 
Mstep: Class 17 contains 55866 members 
Mstep: Class 18 contains 55806 members 
Mstep: Class 19 contains 55991 members 
Mstep: Class 20 contains 55641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1270.421387 but Gain 3452.835938
Score: -125446808.000000 Penalty: 65603.937500
Iteration 0F: 20 clusters Score -1.254468e+08 nChanged 1055753
Entering Unmasked Mstep 
Mstep: Class 0 contains 2482 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 66725 members 
Mstep: Class 3 contains 79106 members 
Mstep: Class 4 contains 59178 members 
Mstep: Class 5 contains 39707 members 
Mstep: Class 6 contains 27854 members 
Mstep: Class 7 contains 69626 members 
Mstep: Class 8 contains 36834 members 
Mstep: Class 9 contains 57463 members 
Mstep: Class 10 contains 51116 members 
Mstep: Class 11 contains 72843 members 
Mstep: Class 12 contains 33444 members 
Mstep: Class 14 contains 65744 members 
Mstep: Class 15 contains 50556 members 
Mstep: Class 16 contains 74077 members 
Mstep: Class 17 contains 151441 members 
Mstep: Class 18 contains 57268 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 64268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -129784672.000000 Penalty: 65603.937500
Iteration 1F: 20 clusters Score -1.297847e+08 nChanged 588109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1372 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 58603 members 
Mstep: Class 3 contains 76212 members 
Mstep: Class 4 contains 22125 members 
Mstep: Class 5 contains 42166 members 
Mstep: Class 6 contains 18468 members 
Mstep: Class 7 contains 27687 members 
Mstep: Class 8 contains 35315 members 
Mstep: Class 9 contains 51310 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 50957 members 
Mstep: Class 12 contains 18410 members 
Mstep: Class 14 contains 48209 members 
Mstep: Class 15 contains 24871 members 
Mstep: Class 16 contains 156002 members 
Mstep: Class 17 contains 295124 members 
Mstep: Class 18 contains 50992 members 
Mstep: Class 19 contains 19670 members 
Mstep: Class 20 contains 44753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132030640.000000 Penalty: 65603.937500
Iteration 2F: 20 clusters Score -1.320306e+08 nChanged 358646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1006 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 45662 members 
Mstep: Class 3 contains 65569 members 
Mstep: Class 4 contains 12733 members 
Mstep: Class 5 contains 38472 members 
Mstep: Class 6 contains 23452 members 
Mstep: Class 7 contains 17933 members 
Mstep: Class 8 contains 28538 members 
Mstep: Class 9 contains 49799 members 
Mstep: Class 10 contains 19073 members 
Mstep: Class 11 contains 41354 members 
Mstep: Class 12 contains 15170 members 
Mstep: Class 14 contains 40266 members 
Mstep: Class 15 contains 21482 members 
Mstep: Class 16 contains 200046 members 
Mstep: Class 17 contains 349704 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 19 contains 18697 members 
Mstep: Class 20 contains 48497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 3F: 20 clusters Score -1.328108e+08 nChanged 232375
Entering Unmasked Mstep 
Mstep: Class 0 contains 979 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 44755 members 
Mstep: Class 3 contains 59052 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 40065 members 
Mstep: Class 6 contains 28262 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 8 contains 24334 members 
Mstep: Class 9 contains 45229 members 
Mstep: Class 10 contains 17344 members 
Mstep: Class 11 contains 34906 members 
Mstep: Class 12 contains 13730 members 
Mstep: Class 14 contains 41533 members 
Mstep: Class 15 contains 22693 members 
Mstep: Class 16 contains 234253 members 
Mstep: Class 17 contains 342905 members 
Mstep: Class 18 contains 29283 members 
Mstep: Class 19 contains 18662 members 
Mstep: Class 20 contains 52470 members 
Entering Unmasked Estep 
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Iteration 4F: 20 clusters Score -1.330798e+08 nChanged 164502
Entering Unmasked Mstep 
Mstep: Class 0 contains 934 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 44437 members 
Mstep: Class 3 contains 58852 members 
Mstep: Class 4 contains 9657 members 
Mstep: Class 5 contains 41841 members 
Mstep: Class 6 contains 30801 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 23765 members 
Mstep: Class 9 contains 40693 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 29657 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 14 contains 42702 members 
Mstep: Class 15 contains 25775 members 
Mstep: Class 16 contains 262307 members 
Mstep: Class 17 contains 317374 members 
Mstep: Class 18 contains 26109 members 
Mstep: Class 19 contains 18645 members 
Mstep: Class 20 contains 53871 members 
Entering Unmasked Estep 
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Iteration 5F: 20 clusters Score -1.332565e+08 nChanged 128428
Entering Unmasked Mstep 
Mstep: Class 0 contains 803 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 43853 members 
Mstep: Class 3 contains 65195 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 39317 members 
Mstep: Class 6 contains 31211 members 
Mstep: Class 7 contains 11287 members 
Mstep: Class 8 contains 26205 members 
Mstep: Class 9 contains 36928 members 
Mstep: Class 10 contains 22043 members 
Mstep: Class 11 contains 26617 members 
Mstep: Class 12 contains 15871 members 
Mstep: Class 14 contains 42404 members 
Mstep: Class 15 contains 29502 members 
Mstep: Class 16 contains 274273 members 
Mstep: Class 17 contains 299241 members 
Mstep: Class 18 contains 25152 members 
Mstep: Class 19 contains 18637 members 
Mstep: Class 20 contains 52921 members 
Entering Unmasked Estep 
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Iteration 6F: 20 clusters Score -1.333884e+08 nChanged 105369
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 43173 members 
Mstep: Class 3 contains 76088 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 35730 members 
Mstep: Class 6 contains 31022 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 28836 members 
Mstep: Class 9 contains 33955 members 
Mstep: Class 10 contains 24356 members 
Mstep: Class 11 contains 24398 members 
Mstep: Class 12 contains 18898 members 
Mstep: Class 14 contains 41660 members 
Mstep: Class 15 contains 32252 members 
Mstep: Class 16 contains 277438 members 
Mstep: Class 17 contains 285086 members 
Mstep: Class 18 contains 24912 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 51289 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -1.334903e+08 nChanged 85257
Entering Unmasked Mstep 
Mstep: Class 0 contains 563 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 43102 members 
Mstep: Class 3 contains 87904 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 33644 members 
Mstep: Class 6 contains 30524 members 
Mstep: Class 7 contains 13522 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 31642 members 
Mstep: Class 10 contains 26254 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 12 contains 21191 members 
Mstep: Class 14 contains 40888 members 
Mstep: Class 15 contains 33322 members 
Mstep: Class 16 contains 278290 members 
Mstep: Class 17 contains 271933 members 
Mstep: Class 18 contains 24667 members 
Mstep: Class 19 contains 18631 members 
Mstep: Class 20 contains 49668 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.33573e+08 nChanged 69340
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 43347 members 
Mstep: Class 3 contains 97545 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 32510 members 
Mstep: Class 6 contains 29225 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 8 contains 31273 members 
Mstep: Class 9 contains 29675 members 
Mstep: Class 10 contains 28133 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 22646 members 
Mstep: Class 14 contains 40183 members 
Mstep: Class 15 contains 33500 members 
Mstep: Class 16 contains 279672 members 
Mstep: Class 17 contains 258354 members 
Mstep: Class 18 contains 24330 members 
Mstep: Class 19 contains 18629 members 
Mstep: Class 20 contains 48066 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -1.336318e+08 nChanged 57525
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 43395 members 
Mstep: Class 3 contains 104104 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 31882 members 
Mstep: Class 6 contains 27444 members 
Mstep: Class 7 contains 21638 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 28118 members 
Mstep: Class 10 contains 30134 members 
Mstep: Class 11 contains 16535 members 
Mstep: Class 12 contains 23710 members 
Mstep: Class 14 contains 39686 members 
Mstep: Class 15 contains 33267 members 
Mstep: Class 16 contains 281625 members 
Mstep: Class 17 contains 245529 members 
Mstep: Class 18 contains 23950 members 
Mstep: Class 19 contains 18624 members 
Mstep: Class 20 contains 46396 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -1.336739e+08 nChanged 48509
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 43669 members 
Mstep: Class 3 contains 108918 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 5 contains 31538 members 
Mstep: Class 6 contains 25406 members 
Mstep: Class 7 contains 26359 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 27151 members 
Mstep: Class 10 contains 32472 members 
Mstep: Class 11 contains 13978 members 
Mstep: Class 12 contains 24232 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 32835 members 
Mstep: Class 16 contains 283641 members 
Mstep: Class 17 contains 233999 members 
Mstep: Class 18 contains 23740 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 44749 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.337084e+08 nChanged 41821
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 44556 members 
Mstep: Class 3 contains 112843 members 
Mstep: Class 4 contains 18984 members 
Mstep: Class 5 contains 31313 members 
Mstep: Class 6 contains 23367 members 
Mstep: Class 7 contains 29982 members 
Mstep: Class 8 contains 33198 members 
Mstep: Class 9 contains 26351 members 
Mstep: Class 10 contains 34963 members 
Mstep: Class 11 contains 12098 members 
Mstep: Class 12 contains 23961 members 
Mstep: Class 14 contains 38755 members 
Mstep: Class 15 contains 32287 members 
Mstep: Class 16 contains 285185 members 
Mstep: Class 17 contains 224531 members 
Mstep: Class 18 contains 23552 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 42956 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.337323e+08 nChanged 36436
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 116288 members 
Mstep: Class 4 contains 19806 members 
Mstep: Class 5 contains 31075 members 
Mstep: Class 6 contains 21549 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 33633 members 
Mstep: Class 9 contains 25567 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 10975 members 
Mstep: Class 12 contains 23314 members 
Mstep: Class 14 contains 38493 members 
Mstep: Class 15 contains 31791 members 
Mstep: Class 16 contains 286289 members 
Mstep: Class 17 contains 216941 members 
Mstep: Class 18 contains 23437 members 
Mstep: Class 19 contains 18622 members 
Mstep: Class 20 contains 41095 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.337542e+08 nChanged 32724
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 46166 members 
Mstep: Class 3 contains 119478 members 
Mstep: Class 4 contains 20455 members 
Mstep: Class 5 contains 30836 members 
Mstep: Class 6 contains 19914 members 
Mstep: Class 7 contains 34278 members 
Mstep: Class 8 contains 33895 members 
Mstep: Class 9 contains 24793 members 
Mstep: Class 10 contains 39506 members 
Mstep: Class 11 contains 10265 members 
Mstep: Class 12 contains 22774 members 
Mstep: Class 14 contains 38695 members 
Mstep: Class 15 contains 31282 members 
Mstep: Class 16 contains 286756 members 
Mstep: Class 17 contains 210923 members 
Mstep: Class 18 contains 23366 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 39048 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.337764e+08 nChanged 28074
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 46638 members 
Mstep: Class 3 contains 122393 members 
Mstep: Class 4 contains 20817 members 
Mstep: Class 5 contains 30543 members 
Mstep: Class 6 contains 18412 members 
Mstep: Class 7 contains 35225 members 
Mstep: Class 8 contains 34070 members 
Mstep: Class 9 contains 24159 members 
Mstep: Class 10 contains 41557 members 
Mstep: Class 11 contains 9875 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 14 contains 38330 members 
Mstep: Class 15 contains 30855 members 
Mstep: Class 16 contains 286631 members 
Mstep: Class 17 contains 206158 members 
Mstep: Class 18 contains 23300 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38038 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.337927e+08 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 46993 members 
Mstep: Class 3 contains 125342 members 
Mstep: Class 4 contains 21023 members 
Mstep: Class 5 contains 30181 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 34236 members 
Mstep: Class 9 contains 23610 members 
Mstep: Class 10 contains 43373 members 
Mstep: Class 11 contains 9551 members 
Mstep: Class 12 contains 22266 members 
Mstep: Class 14 contains 37378 members 
Mstep: Class 15 contains 30424 members 
Mstep: Class 16 contains 285547 members 
Mstep: Class 17 contains 202646 members 
Mstep: Class 18 contains 23266 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38049 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.338027e+08 nChanged 20298
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 47240 members 
Mstep: Class 3 contains 128472 members 
Mstep: Class 4 contains 21088 members 
Mstep: Class 5 contains 29757 members 
Mstep: Class 6 contains 16094 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 34334 members 
Mstep: Class 9 contains 23156 members 
Mstep: Class 10 contains 44974 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 22208 members 
Mstep: Class 14 contains 36486 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 283917 members 
Mstep: Class 17 contains 199999 members 
Mstep: Class 18 contains 23240 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38155 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.33809e+08 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 47393 members 
Mstep: Class 3 contains 131699 members 
Mstep: Class 4 contains 21031 members 
Mstep: Class 5 contains 29288 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 36357 members 
Mstep: Class 8 contains 34358 members 
Mstep: Class 9 contains 22816 members 
Mstep: Class 10 contains 46343 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 14 contains 35725 members 
Mstep: Class 15 contains 29548 members 
Mstep: Class 16 contains 281812 members 
Mstep: Class 17 contains 198065 members 
Mstep: Class 18 contains 23244 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38173 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.338136e+08 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 47506 members 
Mstep: Class 3 contains 135035 members 
Mstep: Class 4 contains 20918 members 
Mstep: Class 5 contains 28738 members 
Mstep: Class 6 contains 14343 members 
Mstep: Class 7 contains 36572 members 
Mstep: Class 8 contains 34331 members 
Mstep: Class 9 contains 22493 members 
Mstep: Class 10 contains 47408 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 22477 members 
Mstep: Class 14 contains 35118 members 
Mstep: Class 15 contains 29158 members 
Mstep: Class 16 contains 279179 members 
Mstep: Class 17 contains 196699 members 
Mstep: Class 18 contains 23324 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38184 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.338175e+08 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 47525 members 
Mstep: Class 3 contains 138504 members 
Mstep: Class 4 contains 20798 members 
Mstep: Class 5 contains 28161 members 
Mstep: Class 6 contains 13643 members 
Mstep: Class 7 contains 36699 members 
Mstep: Class 8 contains 34250 members 
Mstep: Class 9 contains 22183 members 
Mstep: Class 10 contains 48352 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 22766 members 
Mstep: Class 14 contains 34635 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 276463 members 
Mstep: Class 17 contains 195615 members 
Mstep: Class 18 contains 23410 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 38160 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.338238e+08 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 47486 members 
Mstep: Class 3 contains 142181 members 
Mstep: Class 4 contains 21326 members 
Mstep: Class 5 contains 27449 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 37081 members 
Mstep: Class 8 contains 34111 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 10 contains 49302 members 
Mstep: Class 11 contains 8358 members 
Mstep: Class 12 contains 23294 members 
Mstep: Class 14 contains 33994 members 
Mstep: Class 15 contains 28315 members 
Mstep: Class 16 contains 273267 members 
Mstep: Class 17 contains 194950 members 
Mstep: Class 18 contains 23581 members 
Mstep: Class 19 contains 18620 members 
Mstep: Class 20 contains 38038 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.338309e+08 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 47473 members 
Mstep: Class 3 contains 145989 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 26640 members 
Mstep: Class 6 contains 12437 members 
Mstep: Class 7 contains 37410 members 
Mstep: Class 8 contains 33946 members 
Mstep: Class 9 contains 21371 members 
Mstep: Class 10 contains 50176 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 24007 members 
Mstep: Class 14 contains 33325 members 
Mstep: Class 15 contains 27935 members 
Mstep: Class 16 contains 269938 members 
Mstep: Class 17 contains 194676 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 37905 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.338373e+08 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 47442 members 
Mstep: Class 3 contains 149914 members 
Mstep: Class 4 contains 21803 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 11971 members 
Mstep: Class 7 contains 37652 members 
Mstep: Class 8 contains 33784 members 
Mstep: Class 9 contains 20974 members 
Mstep: Class 10 contains 50955 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 24729 members 
Mstep: Class 14 contains 32576 members 
Mstep: Class 15 contains 27537 members 
Mstep: Class 16 contains 266539 members 
Mstep: Class 17 contains 194656 members 
Mstep: Class 18 contains 23971 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 37725 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.338423e+08 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 47395 members 
Mstep: Class 3 contains 154029 members 
Mstep: Class 4 contains 21802 members 
Mstep: Class 5 contains 25023 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 37746 members 
Mstep: Class 8 contains 33630 members 
Mstep: Class 9 contains 20592 members 
Mstep: Class 10 contains 51683 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 25473 members 
Mstep: Class 14 contains 31839 members 
Mstep: Class 15 contains 27150 members 
Mstep: Class 16 contains 262927 members 
Mstep: Class 17 contains 194775 members 
Mstep: Class 18 contains 24265 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 37471 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.338474e+08 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 47305 members 
Mstep: Class 3 contains 158237 members 
Mstep: Class 4 contains 21749 members 
Mstep: Class 5 contains 24384 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 37779 members 
Mstep: Class 8 contains 33491 members 
Mstep: Class 9 contains 20205 members 
Mstep: Class 10 contains 52297 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 26094 members 
Mstep: Class 14 contains 31126 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 16 contains 259112 members 
Mstep: Class 17 contains 195005 members 
Mstep: Class 18 contains 24699 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 37227 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.33852e+08 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 47224 members 
Mstep: Class 3 contains 162519 members 
Mstep: Class 4 contains 21646 members 
Mstep: Class 5 contains 23855 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 37712 members 
Mstep: Class 8 contains 33333 members 
Mstep: Class 9 contains 19896 members 
Mstep: Class 10 contains 52830 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 26620 members 
Mstep: Class 14 contains 30526 members 
Mstep: Class 15 contains 26297 members 
Mstep: Class 16 contains 255195 members 
Mstep: Class 17 contains 195198 members 
Mstep: Class 18 contains 25241 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36982 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.338564e+08 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 47134 members 
Mstep: Class 3 contains 166805 members 
Mstep: Class 4 contains 21485 members 
Mstep: Class 5 contains 23425 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 37610 members 
Mstep: Class 8 contains 33186 members 
Mstep: Class 9 contains 19604 members 
Mstep: Class 10 contains 53263 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 27039 members 
Mstep: Class 14 contains 30016 members 
Mstep: Class 15 contains 25888 members 
Mstep: Class 16 contains 251245 members 
Mstep: Class 17 contains 195384 members 
Mstep: Class 18 contains 25920 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36801 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.338605e+08 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 47102 members 
Mstep: Class 3 contains 171166 members 
Mstep: Class 4 contains 21296 members 
Mstep: Class 5 contains 23045 members 
Mstep: Class 6 contains 9882 members 
Mstep: Class 7 contains 37413 members 
Mstep: Class 8 contains 33029 members 
Mstep: Class 9 contains 19352 members 
Mstep: Class 10 contains 53573 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 27409 members 
Mstep: Class 14 contains 29624 members 
Mstep: Class 15 contains 25494 members 
Mstep: Class 16 contains 247204 members 
Mstep: Class 17 contains 195534 members 
Mstep: Class 18 contains 26675 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36650 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.338636e+08 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 47055 members 
Mstep: Class 3 contains 175590 members 
Mstep: Class 4 contains 21152 members 
Mstep: Class 5 contains 22724 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 37195 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 9 contains 19135 members 
Mstep: Class 10 contains 53808 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 27737 members 
Mstep: Class 14 contains 29243 members 
Mstep: Class 15 contains 25163 members 
Mstep: Class 16 contains 243047 members 
Mstep: Class 17 contains 195625 members 
Mstep: Class 18 contains 27501 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36545 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.33869e+08 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 47010 members 
Mstep: Class 3 contains 180214 members 
Mstep: Class 4 contains 21021 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 37016 members 
Mstep: Class 8 contains 32820 members 
Mstep: Class 9 contains 18920 members 
Mstep: Class 10 contains 54004 members 
Mstep: Class 11 contains 5107 members 
Mstep: Class 12 contains 28020 members 
Mstep: Class 14 contains 28873 members 
Mstep: Class 15 contains 25018 members 
Mstep: Class 16 contains 238819 members 
Mstep: Class 17 contains 195508 members 
Mstep: Class 18 contains 28300 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36453 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.338731e+08 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 46965 members 
Mstep: Class 3 contains 184862 members 
Mstep: Class 4 contains 20903 members 
Mstep: Class 5 contains 22219 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 36878 members 
Mstep: Class 8 contains 32706 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 54185 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 28248 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 25055 members 
Mstep: Class 16 contains 234762 members 
Mstep: Class 17 contains 195094 members 
Mstep: Class 18 contains 29067 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36363 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.338779e+08 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 46935 members 
Mstep: Class 3 contains 189207 members 
Mstep: Class 4 contains 20837 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 36756 members 
Mstep: Class 8 contains 32682 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 54346 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 28409 members 
Mstep: Class 14 contains 28160 members 
Mstep: Class 15 contains 25324 members 
Mstep: Class 16 contains 230855 members 
Mstep: Class 17 contains 194576 members 
Mstep: Class 18 contains 29729 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133883960.000000 Penalty: 65603.937500
Iteration 32Q: 20 clusters Score -1.33884e+08 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 46980 members 
Mstep: Class 3 contains 193483 members 
Mstep: Class 4 contains 20847 members 
Mstep: Class 5 contains 21827 members 
Mstep: Class 6 contains 7249 members 
Mstep: Class 7 contains 36644 members 
Mstep: Class 8 contains 32655 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 54417 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 28540 members 
Mstep: Class 14 contains 27769 members 
Mstep: Class 15 contains 25813 members 
Mstep: Class 16 contains 227289 members 
Mstep: Class 17 contains 193786 members 
Mstep: Class 18 contains 30130 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133888840.000000 Penalty: 65603.937500
Iteration 33Q: 20 clusters Score -1.338888e+08 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 197533 members 
Mstep: Class 4 contains 20866 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 6935 members 
Mstep: Class 7 contains 36548 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 10 contains 54440 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 28648 members 
Mstep: Class 14 contains 27293 members 
Mstep: Class 15 contains 26294 members 
Mstep: Class 16 contains 224136 members 
Mstep: Class 17 contains 192893 members 
Mstep: Class 18 contains 30371 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133894608.000000 Penalty: 65603.937500
Iteration 34Q: 20 clusters Score -1.338946e+08 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 47134 members 
Mstep: Class 3 contains 201374 members 
Mstep: Class 4 contains 20923 members 
Mstep: Class 5 contains 21500 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 36432 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 54423 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 28743 members 
Mstep: Class 14 contains 26866 members 
Mstep: Class 15 contains 26855 members 
Mstep: Class 16 contains 221377 members 
Mstep: Class 17 contains 191677 members 
Mstep: Class 18 contains 30562 members 
Mstep: Class 19 contains 18619 members 
Mstep: Class 20 contains 36081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133899568.000000 Penalty: 65603.937500
Iteration 35Q: 20 clusters Score -1.338996e+08 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 47284 members 
Mstep: Class 3 contains 204838 members 
Mstep: Class 4 contains 20969 members 
Mstep: Class 5 contains 21350 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 36364 members 
Mstep: Class 8 contains 32863 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 54382 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 28799 members 
Mstep: Class 14 contains 26525 members 
Mstep: Class 15 contains 27429 members 
Mstep: Class 16 contains 219051 members 
Mstep: Class 17 contains 190152 members 
Mstep: Class 18 contains 30723 members 
Mstep: Class 19 contains 18618 members 
Mstep: Class 20 contains 36031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133903496.000000 Penalty: 65603.937500
Iteration 36Q: 20 clusters Score -1.339035e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 47500 members 
Mstep: Class 3 contains 207851 members 
Mstep: Class 4 contains 21007 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 36298 members 
Mstep: Class 8 contains 33051 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54290 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 28858 members 
Mstep: Class 14 contains 26275 members 
Mstep: Class 15 contains 28024 members 
Mstep: Class 16 contains 217301 members 
Mstep: Class 17 contains 188433 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 18617 members 
Mstep: Class 20 contains 35998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133906136.000000 Penalty: 65603.937500
Iteration 37Q: 20 clusters Score -1.339061e+08 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 47764 members 
Mstep: Class 3 contains 210489 members 
Mstep: Class 4 contains 21080 members 
Mstep: Class 5 contains 21093 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 9 contains 19038 members 
Mstep: Class 10 contains 54181 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 28911 members 
Mstep: Class 14 contains 26056 members 
Mstep: Class 15 contains 28608 members 
Mstep: Class 16 contains 215943 members 
Mstep: Class 17 contains 186490 members 
Mstep: Class 18 contains 30899 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133908264.000000 Penalty: 65603.937500
Iteration 38Q: 20 clusters Score -1.339083e+08 nChanged 12605
Entering ConstructFrom: 
Score: -133908264.000000 Penalty: 65603.937500
Entering ConstructFrom: 
Trying to split cluster 1 (86466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Entering Unmasked Estep 
Score: -10472186.000000 Penalty: 2819.141846
	Iteration 0F: 2 clusters Score -1.047219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -10414119.000000 Penalty: 5638.283691
	Iteration 0F: 3 clusters Score -1.041412e+07 nChanged 40847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -10438896.000000 Penalty: 5638.283691
	Iteration 1F: 3 clusters Score -1.04389e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -10441269.000000 Penalty: 5638.283691
	Iteration 2F: 3 clusters Score -1.044127e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -10445000.000000 Penalty: 5638.283691
	Iteration 3F: 3 clusters Score -1.0445e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -10450186.000000 Penalty: 5638.283691
	Iteration 4F: 3 clusters Score -1.045019e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -10456454.000000 Penalty: 5638.283691
	Iteration 5F: 3 clusters Score -1.045645e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -10461862.000000 Penalty: 5638.283691
	Iteration 6F: 3 clusters Score -1.046186e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -10465933.000000 Penalty: 5638.283691
	Iteration 7F: 3 clusters Score -1.046593e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -10468603.000000 Penalty: 5638.283691
	Iteration 8F: 3 clusters Score -1.04686e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -10470165.000000 Penalty: 5638.283691
	Iteration 9Q: 3 clusters Score -1.047016e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -10470999.000000 Penalty: 5638.283691
	Iteration 10Q: 3 clusters Score -1.0471e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -10471549.000000 Penalty: 5638.283691
	Iteration 11Q: 3 clusters Score -1.047155e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -10471975.000000 Penalty: 5638.283691
	Iteration 12Q: 3 clusters Score -1.047198e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -10472372.000000 Penalty: 5638.283691
	Iteration 13Q: 3 clusters Score -1.047237e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -10472727.000000 Penalty: 5638.283691
	Iteration 14Q: 3 clusters Score -1.047273e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -10473060.000000 Penalty: 5638.283691
	Iteration 15Q: 3 clusters Score -1.047306e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -10473422.000000 Penalty: 5638.283691
	Iteration 16Q: 3 clusters Score -1.047342e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -10473709.000000 Penalty: 5638.283691
	Iteration 17Q: 3 clusters Score -1.047371e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -10473876.000000 Penalty: 5638.283691
	Iteration 18Q: 3 clusters Score -1.047388e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10474121.000000 Penalty: 5638.283691
	Iteration 19Q: 3 clusters Score -1.047412e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -10474338.000000 Penalty: 5638.283691
	Iteration 20F: 3 clusters Score -1.047434e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -10474541.000000 Penalty: 5638.283691
	Iteration 21Q: 3 clusters Score -1.047454e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -10474722.000000 Penalty: 5638.283691
	Iteration 22Q: 3 clusters Score -1.047472e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -10474960.000000 Penalty: 5638.283691
	Iteration 23Q: 3 clusters Score -1.047496e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -10475132.000000 Penalty: 5638.283691
	Iteration 24Q: 3 clusters Score -1.047513e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -10475327.000000 Penalty: 5638.283691
	Iteration 25Q: 3 clusters Score -1.047533e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -10475507.000000 Penalty: 5638.283691
	Iteration 26Q: 3 clusters Score -1.047551e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -10475626.000000 Penalty: 5638.283691
	Iteration 27Q: 3 clusters Score -1.047563e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -10475803.000000 Penalty: 5638.283691
	Iteration 28Q: 3 clusters Score -1.04758e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -10475900.000000 Penalty: 5638.283691
	Iteration 29Q: 3 clusters Score -1.04759e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -10476032.000000 Penalty: 5638.283691
	Iteration 30Q: 3 clusters Score -1.047603e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -10476197.000000 Penalty: 5638.283691
	Iteration 31Q: 3 clusters Score -1.04762e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -10476345.000000 Penalty: 5638.283691
	Iteration 32Q: 3 clusters Score -1.047634e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -10476495.000000 Penalty: 5638.283691
	Iteration 33Q: 3 clusters Score -1.04765e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -10476649.000000 Penalty: 5638.283691
	Iteration 34Q: 3 clusters Score -1.047665e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -10476910.000000 Penalty: 5638.283691
	Iteration 35Q: 3 clusters Score -1.047691e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -10477187.000000 Penalty: 5638.283691
	Iteration 36Q: 3 clusters Score -1.047719e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -10477537.000000 Penalty: 5638.283691
	Iteration 37Q: 3 clusters Score -1.047754e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -10477843.000000 Penalty: 5638.283691
	Iteration 38Q: 3 clusters Score -1.047784e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -10478243.000000 Penalty: 5638.283691
	Iteration 39Q: 3 clusters Score -1.047824e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -10478699.000000 Penalty: 5638.283691
	Iteration 40F: 3 clusters Score -1.04787e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -10479271.000000 Penalty: 5638.283691
	Iteration 41Q: 3 clusters Score -1.047927e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -10479745.000000 Penalty: 5638.283691
	Iteration 42Q: 3 clusters Score -1.047974e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -10480105.000000 Penalty: 5638.283691
	Iteration 43Q: 3 clusters Score -1.04801e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -10480423.000000 Penalty: 5638.283691
	Iteration 44Q: 3 clusters Score -1.048042e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -10480581.000000 Penalty: 5638.283691
	Iteration 45Q: 3 clusters Score -1.048058e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -10480747.000000 Penalty: 5638.283691
	Iteration 46Q: 3 clusters Score -1.048075e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -10480800.000000 Penalty: 5638.283691
	Iteration 47Q: 3 clusters Score -1.04808e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -10480940.000000 Penalty: 5638.283691
	Iteration 48Q: 3 clusters Score -1.048094e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -10480987.000000 Penalty: 5638.283691
	Iteration 49Q: 3 clusters Score -1.048099e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -10481104.000000 Penalty: 5638.283691
	Iteration 50Q: 3 clusters Score -1.04811e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -10481169.000000 Penalty: 5638.283691
	Iteration 51Q: 3 clusters Score -1.048117e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10481174.000000 Penalty: 5638.283691
	Iteration 52Q: 3 clusters Score -1.048117e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -10481235.000000 Penalty: 5638.283691
	Iteration 53Q: 3 clusters Score -1.048124e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -10481261.000000 Penalty: 5638.283691
	Iteration 54Q: 3 clusters Score -1.048126e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -10481281.000000 Penalty: 5638.283691
	Iteration 55Q: 3 clusters Score -1.048128e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -10481288.000000 Penalty: 5638.283691
	Iteration 56Q: 3 clusters Score -1.048129e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -10481274.000000 Penalty: 5638.283691
	Iteration 57Q: 3 clusters Score -1.048127e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -10481315.000000 Penalty: 5638.283691
	Iteration 58Q: 3 clusters Score -1.048132e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -10481333.000000 Penalty: 5638.283691
	Iteration 59Q: 3 clusters Score -1.048133e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -10481343.000000 Penalty: 5638.283691
	Iteration 60F: 3 clusters Score -1.048134e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -10481346.000000 Penalty: 5638.283691
	Iteration 61Q: 3 clusters Score -1.048135e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -10481368.000000 Penalty: 5638.283691
	Iteration 62Q: 3 clusters Score -1.048137e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -10481369.000000 Penalty: 5638.283691
	Iteration 63Q: 3 clusters Score -1.048137e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -10481372.000000 Penalty: 5638.283691
	Iteration 64Q: 3 clusters Score -1.048137e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -10481392.000000 Penalty: 5638.283691
	Iteration 65Q: 3 clusters Score -1.048139e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -10481359.000000 Penalty: 5638.283691
	Iteration 66Q: 3 clusters Score -1.048136e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -10481353.000000 Penalty: 5638.283691
	Iteration 67Q: 3 clusters Score -1.048135e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -10481361.000000 Penalty: 5638.283691
	Iteration 68Q: 3 clusters Score -1.048136e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -10481366.000000 Penalty: 5638.283691
	Iteration 69Q: 3 clusters Score -1.048137e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10481368.000000 Penalty: 5638.283691
	Iteration 70Q: 3 clusters Score -1.048137e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -10481349.000000 Penalty: 5638.283691
	Iteration 71Q: 3 clusters Score -1.048135e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -10481356.000000 Penalty: 5638.283691
	Iteration 72Q: 3 clusters Score -1.048136e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -10481363.000000 Penalty: 5638.283691
	Iteration 73Q: 3 clusters Score -1.048136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -10481381.000000 Penalty: 5638.283691
	Iteration 74Q: 3 clusters Score -1.048138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10481393.000000 Penalty: 5638.283691
	Iteration 75Q: 3 clusters Score -1.048139e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -10481398.000000 Penalty: 5638.283691
	Iteration 76Q: 3 clusters Score -1.04814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -10481390.000000 Penalty: 5638.283691
	Iteration 77Q: 3 clusters Score -1.048139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -10481397.000000 Penalty: 5638.283691
	Iteration 78Q: 3 clusters Score -1.04814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -10481386.000000 Penalty: 5638.283691
	Iteration 79Q: 3 clusters Score -1.048139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -10481372.000000 Penalty: 5638.283691
	Iteration 80F: 3 clusters Score -1.048137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -10481391.000000 Penalty: 5638.283691
	Iteration 81Q: 3 clusters Score -1.048139e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -10481375.000000 Penalty: 5638.283691
	Iteration 82Q: 3 clusters Score -1.048138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -10481367.000000 Penalty: 5638.283691
	Iteration 83Q: 3 clusters Score -1.048137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -10481375.000000 Penalty: 5638.283691
	Iteration 84Q: 3 clusters Score -1.048138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -10481364.000000 Penalty: 5638.283691
	Iteration 85Q: 3 clusters Score -1.048136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10481356.000000 Penalty: 5638.283691
	Iteration 86Q: 3 clusters Score -1.048136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -10481353.000000 Penalty: 5638.283691
	Iteration 87Q: 3 clusters Score -1.048135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -10481354.000000 Penalty: 5638.283691
	Iteration 88Q: 3 clusters Score -1.048135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -10481353.000000 Penalty: 5638.283691
	Iteration 89Q: 3 clusters Score -1.048135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -10481361.000000 Penalty: 5638.283691
	Iteration 90Q: 3 clusters Score -1.048136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -10481367.000000 Penalty: 5638.283691
	Iteration 91Q: 3 clusters Score -1.048137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -10481365.000000 Penalty: 5638.283691
	Iteration 92Q: 3 clusters Score -1.048136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -10481355.000000 Penalty: 5638.283691
	Iteration 93Q: 3 clusters Score -1.048136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -10481355.000000 Penalty: 5638.283691
	Iteration 94Q: 3 clusters Score -1.048136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -10481365.000000 Penalty: 5638.283691
	Iteration 95Q: 3 clusters Score -1.048136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -10481366.000000 Penalty: 5638.283691
	Iteration 96Q: 3 clusters Score -1.048137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -10481356.000000 Penalty: 5638.283691
	Iteration 97Q: 3 clusters Score -1.048136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -10481354.000000 Penalty: 5638.283691
	Iteration 98Q: 3 clusters Score -1.048135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -10481370.000000 Penalty: 5638.283691
	Iteration 99Q: 3 clusters Score -1.048137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -10481380.000000 Penalty: 5638.283691
	Iteration 100F: 3 clusters Score -1.048138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -10481387.000000 Penalty: 5638.283691
	Iteration 101Q: 3 clusters Score -1.048139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10481383.000000 Penalty: 5638.283691
	Iteration 102Q: 3 clusters Score -1.048138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -10481377.000000 Penalty: 5638.283691
	Iteration 103Q: 3 clusters Score -1.048138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -10481391.000000 Penalty: 5638.283691
	Iteration 104Q: 3 clusters Score -1.048139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -10481395.000000 Penalty: 5638.283691
	Iteration 105Q: 3 clusters Score -1.04814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -10481388.000000 Penalty: 5638.283691
	Iteration 106Q: 3 clusters Score -1.048139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10481383.000000 Penalty: 5638.283691
	Iteration 107Q: 3 clusters Score -1.048138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -10481392.000000 Penalty: 5638.283691
	Iteration 108Q: 3 clusters Score -1.048139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -10481383.000000 Penalty: 5638.283691
	Iteration 109Q: 3 clusters Score -1.048138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -10481389.000000 Penalty: 5638.283691
	Iteration 110Q: 3 clusters Score -1.048139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -10481382.000000 Penalty: 5638.283691
	Iteration 111Q: 3 clusters Score -1.048138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -10481382.000000 Penalty: 5638.283691
	Iteration 112Q: 3 clusters Score -1.048138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -10481386.000000 Penalty: 5638.283691
	Iteration 113Q: 3 clusters Score -1.048139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -10481381.000000 Penalty: 5638.283691
	Iteration 114Q: 3 clusters Score -1.048138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -10481392.000000 Penalty: 5638.283691
	Iteration 115Q: 3 clusters Score -1.048139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -10481405.000000 Penalty: 5638.283691
	Iteration 116Q: 3 clusters Score -1.04814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -10481414.000000 Penalty: 5638.283691
	Iteration 117Q: 3 clusters Score -1.048141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -10481409.000000 Penalty: 5638.283691
	Iteration 118Q: 3 clusters Score -1.048141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -10481413.000000 Penalty: 5638.283691
	Iteration 119Q: 3 clusters Score -1.048141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -10481425.000000 Penalty: 5638.283691
	Iteration 120F: 3 clusters Score -1.048142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -10481421.000000 Penalty: 5638.283691
	Iteration 121Q: 3 clusters Score -1.048142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -10481445.000000 Penalty: 5638.283691
	Iteration 122Q: 3 clusters Score -1.048144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -10481451.000000 Penalty: 5638.283691
	Iteration 123Q: 3 clusters Score -1.048145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -10481474.000000 Penalty: 5638.283691
	Iteration 124Q: 3 clusters Score -1.048147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -10481454.000000 Penalty: 5638.283691
	Iteration 125Q: 3 clusters Score -1.048145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -10481445.000000 Penalty: 5638.283691
	Iteration 126Q: 3 clusters Score -1.048144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -10481434.000000 Penalty: 5638.283691
	Iteration 127Q: 3 clusters Score -1.048143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -10481428.000000 Penalty: 5638.283691
	Iteration 128Q: 3 clusters Score -1.048143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -10481427.000000 Penalty: 5638.283691
	Iteration 129Q: 3 clusters Score -1.048143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -10481430.000000 Penalty: 5638.283691
	Iteration 130Q: 3 clusters Score -1.048143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -10481414.000000 Penalty: 5638.283691
	Iteration 131Q: 3 clusters Score -1.048141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -10481413.000000 Penalty: 5638.283691
	Iteration 132Q: 3 clusters Score -1.048141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -10481408.000000 Penalty: 5638.283691
	Iteration 133Q: 3 clusters Score -1.048141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -10481423.000000 Penalty: 5638.283691
	Iteration 134Q: 3 clusters Score -1.048142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -10481407.000000 Penalty: 5638.283691
	Iteration 135Q: 3 clusters Score -1.048141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -10481423.000000 Penalty: 5638.283691
	Iteration 136Q: 3 clusters Score -1.048142e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -10481446.000000 Penalty: 5638.283691
	Iteration 137Q: 3 clusters Score -1.048145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -10481441.000000 Penalty: 5638.283691
	Iteration 138Q: 3 clusters Score -1.048144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -10481405.000000 Penalty: 5638.283691
	Iteration 139Q: 3 clusters Score -1.04814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -10481422.000000 Penalty: 5638.283691
	Iteration 140F: 3 clusters Score -1.048142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -10481429.000000 Penalty: 5638.283691
	Iteration 141Q: 3 clusters Score -1.048143e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -10481440.000000 Penalty: 5638.283691
	Iteration 142Q: 3 clusters Score -1.048144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -10481446.000000 Penalty: 5638.283691
	Iteration 143Q: 3 clusters Score -1.048145e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -10481441.000000 Penalty: 5638.283691
	Iteration 144Q: 3 clusters Score -1.048144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -10481419.000000 Penalty: 5638.283691
	Iteration 145Q: 3 clusters Score -1.048142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -10481432.000000 Penalty: 5638.283691
	Iteration 146Q: 3 clusters Score -1.048143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -10481433.000000 Penalty: 5638.283691
	Iteration 147Q: 3 clusters Score -1.048143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -10481434.000000 Penalty: 5638.283691
	Iteration 148Q: 3 clusters Score -1.048143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -10481443.000000 Penalty: 5638.283691
	Iteration 149Q: 3 clusters Score -1.048144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -10481442.000000 Penalty: 5638.283691
	Iteration 150Q: 3 clusters Score -1.048144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -10481443.000000 Penalty: 5638.283691
	Iteration 151Q: 3 clusters Score -1.048144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -10481467.000000 Penalty: 5638.283691
	Iteration 152Q: 3 clusters Score -1.048147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -10481463.000000 Penalty: 5638.283691
	Iteration 153Q: 3 clusters Score -1.048146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -10481456.000000 Penalty: 5638.283691
	Iteration 154Q: 3 clusters Score -1.048146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -10481459.000000 Penalty: 5638.283691
	Iteration 155Q: 3 clusters Score -1.048146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -10481458.000000 Penalty: 5638.283691
	Iteration 156Q: 3 clusters Score -1.048146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10481466.000000 Penalty: 5638.283691
	Iteration 157Q: 3 clusters Score -1.048147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -10481460.000000 Penalty: 5638.283691
	Iteration 158Q: 3 clusters Score -1.048146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -10481465.000000 Penalty: 5638.283691
	Iteration 159Q: 3 clusters Score -1.048146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -10481467.000000 Penalty: 5638.283691
	Iteration 160F: 3 clusters Score -1.048147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -10481479.000000 Penalty: 5638.283691
	Iteration 161Q: 3 clusters Score -1.048148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -10481484.000000 Penalty: 5638.283691
	Iteration 162Q: 3 clusters Score -1.048148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -10481488.000000 Penalty: 5638.283691
	Iteration 163Q: 3 clusters Score -1.048149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -10481471.000000 Penalty: 5638.283691
	Iteration 164Q: 3 clusters Score -1.048147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -10481464.000000 Penalty: 5638.283691
	Iteration 165Q: 3 clusters Score -1.048146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -10481448.000000 Penalty: 5638.283691
	Iteration 166Q: 3 clusters Score -1.048145e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -10481471.000000 Penalty: 5638.283691
	Iteration 167Q: 3 clusters Score -1.048147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -10481476.000000 Penalty: 5638.283691
	Iteration 168Q: 3 clusters Score -1.048148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -10481469.000000 Penalty: 5638.283691
	Iteration 169Q: 3 clusters Score -1.048147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -10481480.000000 Penalty: 5638.283691
	Iteration 170Q: 3 clusters Score -1.048148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -10481490.000000 Penalty: 5638.283691
	Iteration 171Q: 3 clusters Score -1.048149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -10481501.000000 Penalty: 5638.283691
	Iteration 172Q: 3 clusters Score -1.04815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -10481490.000000 Penalty: 5638.283691
	Iteration 173Q: 3 clusters Score -1.048149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -10481493.000000 Penalty: 5638.283691
	Iteration 174Q: 3 clusters Score -1.048149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -10481487.000000 Penalty: 5638.283691
	Iteration 175Q: 3 clusters Score -1.048149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -10481497.000000 Penalty: 5638.283691
	Iteration 176Q: 3 clusters Score -1.04815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -10481493.000000 Penalty: 5638.283691
	Iteration 177Q: 3 clusters Score -1.048149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 178Q: 3 clusters Score -1.048151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -10481494.000000 Penalty: 5638.283691
	Iteration 179Q: 3 clusters Score -1.048149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -10481513.000000 Penalty: 5638.283691
	Iteration 180F: 3 clusters Score -1.048151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 5638.283691
	Iteration 181Q: 3 clusters Score -1.048151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -10481512.000000 Penalty: 5638.283691
	Iteration 182Q: 3 clusters Score -1.048151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -10481513.000000 Penalty: 5638.283691
	Iteration 183Q: 3 clusters Score -1.048151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -10481519.000000 Penalty: 5638.283691
	Iteration 184Q: 3 clusters Score -1.048152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -10481524.000000 Penalty: 5638.283691
	Iteration 185Q: 3 clusters Score -1.048152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -10481512.000000 Penalty: 5638.283691
	Iteration 186Q: 3 clusters Score -1.048151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -10481521.000000 Penalty: 5638.283691
	Iteration 187Q: 3 clusters Score -1.048152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -10481527.000000 Penalty: 5638.283691
	Iteration 188Q: 3 clusters Score -1.048153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -10481534.000000 Penalty: 5638.283691
	Iteration 189Q: 3 clusters Score -1.048153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -10481533.000000 Penalty: 5638.283691
	Iteration 190Q: 3 clusters Score -1.048153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -10481541.000000 Penalty: 5638.283691
	Iteration 191Q: 3 clusters Score -1.048154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -10481542.000000 Penalty: 5638.283691
	Iteration 192Q: 3 clusters Score -1.048154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -10481546.000000 Penalty: 5638.283691
	Iteration 193Q: 3 clusters Score -1.048155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -10481530.000000 Penalty: 5638.283691
	Iteration 194Q: 3 clusters Score -1.048153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -10481531.000000 Penalty: 5638.283691
	Iteration 195Q: 3 clusters Score -1.048153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -10481530.000000 Penalty: 5638.283691
	Iteration 196Q: 3 clusters Score -1.048153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -10481505.000000 Penalty: 5638.283691
	Iteration 197Q: 3 clusters Score -1.04815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -10481489.000000 Penalty: 5638.283691
	Iteration 198Q: 3 clusters Score -1.048149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -10481497.000000 Penalty: 5638.283691
	Iteration 199Q: 3 clusters Score -1.04815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -10481507.000000 Penalty: 5638.283691
	Iteration 200F: 3 clusters Score -1.048151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -10481511.000000 Penalty: 5638.283691
	Iteration 201Q: 3 clusters Score -1.048151e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -10481502.000000 Penalty: 5638.283691
	Iteration 202Q: 3 clusters Score -1.04815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -10481482.000000 Penalty: 5638.283691
	Iteration 203Q: 3 clusters Score -1.048148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -10481477.000000 Penalty: 5638.283691
	Iteration 204Q: 3 clusters Score -1.048148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -10481468.000000 Penalty: 5638.283691
	Iteration 205Q: 3 clusters Score -1.048147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -10481470.000000 Penalty: 5638.283691
	Iteration 206Q: 3 clusters Score -1.048147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -10481487.000000 Penalty: 5638.283691
	Iteration 207Q: 3 clusters Score -1.048149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -10481497.000000 Penalty: 5638.283691
	Iteration 208Q: 3 clusters Score -1.04815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -10481493.000000 Penalty: 5638.283691
	Iteration 209Q: 3 clusters Score -1.048149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 5638.283691
	Iteration 210Q: 3 clusters Score -1.048151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -10481507.000000 Penalty: 5638.283691
	Iteration 211Q: 3 clusters Score -1.048151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -10481498.000000 Penalty: 5638.283691
	Iteration 212Q: 3 clusters Score -1.04815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -10481519.000000 Penalty: 5638.283691
	Iteration 213Q: 3 clusters Score -1.048152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 5638.283691
	Iteration 214Q: 3 clusters Score -1.048151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -10481507.000000 Penalty: 5638.283691
	Iteration 215Q: 3 clusters Score -1.048151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -10481503.000000 Penalty: 5638.283691
	Iteration 216Q: 3 clusters Score -1.04815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -10481515.000000 Penalty: 5638.283691
	Iteration 217Q: 3 clusters Score -1.048152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -10481515.000000 Penalty: 5638.283691
	Iteration 218Q: 3 clusters Score -1.048152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -10481539.000000 Penalty: 5638.283691
	Iteration 219Q: 3 clusters Score -1.048154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -10481529.000000 Penalty: 5638.283691
	Iteration 220F: 3 clusters Score -1.048153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -10481512.000000 Penalty: 5638.283691
	Iteration 221Q: 3 clusters Score -1.048151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -10481515.000000 Penalty: 5638.283691
	Iteration 222Q: 3 clusters Score -1.048152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -10481523.000000 Penalty: 5638.283691
	Iteration 223Q: 3 clusters Score -1.048152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -10481525.000000 Penalty: 5638.283691
	Iteration 224Q: 3 clusters Score -1.048152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -10481523.000000 Penalty: 5638.283691
	Iteration 225Q: 3 clusters Score -1.048152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -10481523.000000 Penalty: 5638.283691
	Iteration 226Q: 3 clusters Score -1.048152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -10481519.000000 Penalty: 5638.283691
	Iteration 227Q: 3 clusters Score -1.048152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -10481504.000000 Penalty: 5638.283691
	Iteration 228Q: 3 clusters Score -1.04815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -10481500.000000 Penalty: 5638.283691
	Iteration 229Q: 3 clusters Score -1.04815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -10481502.000000 Penalty: 5638.283691
	Iteration 230Q: 3 clusters Score -1.04815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -10481503.000000 Penalty: 5638.283691
	Iteration 231Q: 3 clusters Score -1.04815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -10481514.000000 Penalty: 5638.283691
	Iteration 232Q: 3 clusters Score -1.048151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -10481511.000000 Penalty: 5638.283691
	Iteration 233Q: 3 clusters Score -1.048151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -10481511.000000 Penalty: 5638.283691
	Iteration 234Q: 3 clusters Score -1.048151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -10481511.000000 Penalty: 5638.283691
	Iteration 235Q: 3 clusters Score -1.048151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -10481499.000000 Penalty: 5638.283691
	Iteration 236Q: 3 clusters Score -1.04815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 237Q: 3 clusters Score -1.048151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -10481506.000000 Penalty: 5638.283691
	Iteration 238Q: 3 clusters Score -1.048151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -10481502.000000 Penalty: 5638.283691
	Iteration 239Q: 3 clusters Score -1.04815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -10481501.000000 Penalty: 5638.283691
	Iteration 240F: 3 clusters Score -1.04815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -10481500.000000 Penalty: 5638.283691
	Iteration 241Q: 3 clusters Score -1.04815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -10481503.000000 Penalty: 5638.283691
	Iteration 242Q: 3 clusters Score -1.04815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 243Q: 3 clusters Score -1.048151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -10481505.000000 Penalty: 5638.283691
	Iteration 244Q: 3 clusters Score -1.04815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 245Q: 3 clusters Score -1.048151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -10481507.000000 Penalty: 5638.283691
	Iteration 246Q: 3 clusters Score -1.048151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -10481502.000000 Penalty: 5638.283691
	Iteration 247Q: 3 clusters Score -1.04815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -10481503.000000 Penalty: 5638.283691
	Iteration 248Q: 3 clusters Score -1.04815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 249Q: 3 clusters Score -1.048151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -10481501.000000 Penalty: 5638.283691
	Iteration 250Q: 3 clusters Score -1.04815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -10481510.000000 Penalty: 5638.283691
	Iteration 251Q: 3 clusters Score -1.048151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -10481504.000000 Penalty: 5638.283691
	Iteration 252Q: 3 clusters Score -1.04815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -10481508.000000 Penalty: 5638.283691
	Iteration 253Q: 3 clusters Score -1.048151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -10481512.000000 Penalty: 5638.283691
	Iteration 254Q: 3 clusters Score -1.048151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -10481510.000000 Penalty: 5638.283691
	Iteration 255Q: 3 clusters Score -1.048151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 5638.283691
	Iteration 256Q: 3 clusters Score -1.048151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -10481510.000000 Penalty: 5638.283691
	Iteration 257Q: 3 clusters Score -1.048151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -10481515.000000 Penalty: 5638.283691
	Iteration 258Q: 3 clusters Score -1.048152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 5638.283691
	Iteration 259Q: 3 clusters Score -1.048151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10481506.000000 Penalty: 5638.283691
	Iteration 260F: 3 clusters Score -1.048151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -10481494.000000 Penalty: 5638.283691
	Iteration 261Q: 3 clusters Score -1.048149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -10481504.000000 Penalty: 5638.283691
	Iteration 262Q: 3 clusters Score -1.04815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -10481501.000000 Penalty: 5638.283691
	Iteration 263Q: 3 clusters Score -1.04815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -10481504.000000 Penalty: 5638.283691
	Iteration 264Q: 3 clusters Score -1.04815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -10481504.000000 Penalty: 5638.283691
	Iteration 265F: 3 clusters Score -1.04815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 48072 members 
Mstep: Class 3 contains 212911 members 
Mstep: Class 4 contains 21140 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Entering Unmasked Estep 
Score: -133919464.000000 Penalty: 69056.773438
Splitting cluster 1 changes total score from -133908264.000000 to -133919464.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (48072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Entering Unmasked Estep 
Score: -5885997.000000 Penalty: 2673.552979
	Iteration 0F: 2 clusters Score -5885997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -5853758.000000 Penalty: 5347.105957
	Iteration 0F: 3 clusters Score -5853758 nChanged 22058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5866580.500000 Penalty: 5347.105957
	Iteration 1F: 3 clusters Score -5866580 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5868079.500000 Penalty: 5347.105957
	Iteration 2F: 3 clusters Score -5868080 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5870348.000000 Penalty: 5347.105957
	Iteration 3F: 3 clusters Score -5870348 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5873194.000000 Penalty: 5347.105957
	Iteration 4F: 3 clusters Score -5873194 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -5875886.500000 Penalty: 5347.105957
	Iteration 5F: 3 clusters Score -5875886 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5877998.500000 Penalty: 5347.105957
	Iteration 6F: 3 clusters Score -5877998 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5879552.500000 Penalty: 5347.105957
	Iteration 7F: 3 clusters Score -5879552 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -5880722.000000 Penalty: 5347.105957
	Iteration 8Q: 3 clusters Score -5880722 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5881919.500000 Penalty: 5347.105957
	Iteration 9Q: 3 clusters Score -5881920 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -5883391.000000 Penalty: 5347.105957
	Iteration 10Q: 3 clusters Score -5883391 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5884725.000000 Penalty: 5347.105957
	Iteration 11Q: 3 clusters Score -5884725 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5885731.000000 Penalty: 5347.105957
	Iteration 12Q: 3 clusters Score -5885731 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5886340.500000 Penalty: 5347.105957
	Iteration 13Q: 3 clusters Score -5886340 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -5886715.000000 Penalty: 5347.105957
	Iteration 14Q: 3 clusters Score -5886715 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5887005.500000 Penalty: 5347.105957
	Iteration 15Q: 3 clusters Score -5887006 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -5887245.000000 Penalty: 5347.105957
	Iteration 16Q: 3 clusters Score -5887245 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5887524.500000 Penalty: 5347.105957
	Iteration 17Q: 3 clusters Score -5887524 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5887811.000000 Penalty: 5347.105957
	Iteration 18Q: 3 clusters Score -5887811 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5888083.000000 Penalty: 5347.105957
	Iteration 19Q: 3 clusters Score -5888083 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5888347.000000 Penalty: 5347.105957
	Iteration 20F: 3 clusters Score -5888347 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5888604.500000 Penalty: 5347.105957
	Iteration 21Q: 3 clusters Score -5888604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -5888897.000000 Penalty: 5347.105957
	Iteration 22Q: 3 clusters Score -5888897 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -5889134.500000 Penalty: 5347.105957
	Iteration 23Q: 3 clusters Score -5889134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5889262.000000 Penalty: 5347.105957
	Iteration 24Q: 3 clusters Score -5889262 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5889386.500000 Penalty: 5347.105957
	Iteration 25Q: 3 clusters Score -5889386 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -5889414.500000 Penalty: 5347.105957
	Iteration 26Q: 3 clusters Score -5889414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5889447.500000 Penalty: 5347.105957
	Iteration 27Q: 3 clusters Score -5889448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5889486.000000 Penalty: 5347.105957
	Iteration 28Q: 3 clusters Score -5889486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5889494.000000 Penalty: 5347.105957
	Iteration 29Q: 3 clusters Score -5889494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5889513.500000 Penalty: 5347.105957
	Iteration 30Q: 3 clusters Score -5889514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5889527.500000 Penalty: 5347.105957
	Iteration 31Q: 3 clusters Score -5889528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5889536.500000 Penalty: 5347.105957
	Iteration 32Q: 3 clusters Score -5889536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5889538.000000 Penalty: 5347.105957
	Iteration 33Q: 3 clusters Score -5889538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5889552.000000 Penalty: 5347.105957
	Iteration 34Q: 3 clusters Score -5889552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5889555.000000 Penalty: 5347.105957
	Iteration 35Q: 3 clusters Score -5889555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5889549.500000 Penalty: 5347.105957
	Iteration 36Q: 3 clusters Score -5889550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5889550.500000 Penalty: 5347.105957
	Iteration 37Q: 3 clusters Score -5889550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5889539.500000 Penalty: 5347.105957
	Iteration 38Q: 3 clusters Score -5889540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5889544.000000 Penalty: 5347.105957
	Iteration 39Q: 3 clusters Score -5889544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5889546.500000 Penalty: 5347.105957
	Iteration 40F: 3 clusters Score -5889546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5889547.000000 Penalty: 5347.105957
	Iteration 41Q: 3 clusters Score -5889547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5889541.500000 Penalty: 5347.105957
	Iteration 42Q: 3 clusters Score -5889542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5889544.000000 Penalty: 5347.105957
	Iteration 43Q: 3 clusters Score -5889544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5889550.000000 Penalty: 5347.105957
	Iteration 44Q: 3 clusters Score -5889550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5889549.000000 Penalty: 5347.105957
	Iteration 45Q: 3 clusters Score -5889549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5889547.500000 Penalty: 5347.105957
	Iteration 46Q: 3 clusters Score -5889548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5889547.500000 Penalty: 5347.105957
	Iteration 47Q: 3 clusters Score -5889548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5889552.500000 Penalty: 5347.105957
	Iteration 48Q: 3 clusters Score -5889552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5889553.500000 Penalty: 5347.105957
	Iteration 49Q: 3 clusters Score -5889554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5889553.500000 Penalty: 5347.105957
	Iteration 50F: 3 clusters Score -5889554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 212911 members 
Mstep: Class 4 contains 21140 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Entering Unmasked Estep 
Score: -133922808.000000 Penalty: 72509.617188
Splitting cluster 2 changes total score from -133908264.000000 to -133922808.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (212911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212911 members 
Entering Unmasked Estep 
Score: -26283516.000000 Penalty: 3042.620117
	Iteration 0F: 2 clusters Score -2.628352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -26146044.000000 Penalty: 6085.240234
	Iteration 0F: 3 clusters Score -2.614604e+07 nChanged 102652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -26209130.000000 Penalty: 6085.240234
	Iteration 1F: 3 clusters Score -2.620913e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -26213622.000000 Penalty: 6085.240234
	Iteration 2Q: 3 clusters Score -2.621362e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 124567 members 
Entering Unmasked Estep 
Score: -26219754.000000 Penalty: 6085.240234
	Iteration 3F: 3 clusters Score -2.621975e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -26228302.000000 Penalty: 6085.240234
	Iteration 4F: 3 clusters Score -2.62283e+07 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -26240304.000000 Penalty: 6085.240234
	Iteration 5F: 3 clusters Score -2.62403e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -26255058.000000 Penalty: 6085.240234
	Iteration 6F: 3 clusters Score -2.625506e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -26268294.000000 Penalty: 6085.240234
	Iteration 7F: 3 clusters Score -2.626829e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -26278344.000000 Penalty: 6085.240234
	Iteration 8Q: 3 clusters Score -2.627834e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 173857 members 
Entering Unmasked Estep 
Score: -26285396.000000 Penalty: 6085.240234
	Iteration 9Q: 3 clusters Score -2.62854e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 174525 members 
Entering Unmasked Estep 
Score: -26289866.000000 Penalty: 6085.240234
	Iteration 10Q: 3 clusters Score -2.628987e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 174109 members 
Entering Unmasked Estep 
Score: -26292740.000000 Penalty: 6085.240234
	Iteration 11Q: 3 clusters Score -2.629274e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -26294562.000000 Penalty: 6085.240234
	Iteration 12Q: 3 clusters Score -2.629456e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -26295786.000000 Penalty: 6085.240234
	Iteration 13Q: 3 clusters Score -2.629579e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -26296772.000000 Penalty: 6085.240234
	Iteration 14Q: 3 clusters Score -2.629677e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -26297770.000000 Penalty: 6085.240234
	Iteration 15Q: 3 clusters Score -2.629777e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -26298516.000000 Penalty: 6085.240234
	Iteration 16Q: 3 clusters Score -2.629852e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -26299314.000000 Penalty: 6085.240234
	Iteration 17Q: 3 clusters Score -2.629931e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -26300046.000000 Penalty: 6085.240234
	Iteration 18Q: 3 clusters Score -2.630005e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -26300646.000000 Penalty: 6085.240234
	Iteration 19Q: 3 clusters Score -2.630065e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 157980 members 
Entering Unmasked Estep 
Score: -26301462.000000 Penalty: 6085.240234
	Iteration 20F: 3 clusters Score -2.630146e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -26302128.000000 Penalty: 6085.240234
	Iteration 21Q: 3 clusters Score -2.630213e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 153931 members 
Entering Unmasked Estep 
Score: -26302836.000000 Penalty: 6085.240234
	Iteration 22Q: 3 clusters Score -2.630284e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -26303520.000000 Penalty: 6085.240234
	Iteration 23Q: 3 clusters Score -2.630352e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -26304098.000000 Penalty: 6085.240234
	Iteration 24Q: 3 clusters Score -2.63041e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -26304520.000000 Penalty: 6085.240234
	Iteration 25Q: 3 clusters Score -2.630452e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -26305078.000000 Penalty: 6085.240234
	Iteration 26Q: 3 clusters Score -2.630508e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 144187 members 
Entering Unmasked Estep 
Score: -26305670.000000 Penalty: 6085.240234
	Iteration 27Q: 3 clusters Score -2.630567e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -26306036.000000 Penalty: 6085.240234
	Iteration 28Q: 3 clusters Score -2.630604e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -26306450.000000 Penalty: 6085.240234
	Iteration 29Q: 3 clusters Score -2.630645e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 139122 members 
Entering Unmasked Estep 
Score: -26306776.000000 Penalty: 6085.240234
	Iteration 30Q: 3 clusters Score -2.630678e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -26307112.000000 Penalty: 6085.240234
	Iteration 31Q: 3 clusters Score -2.630711e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 135980 members 
Entering Unmasked Estep 
Score: -26307498.000000 Penalty: 6085.240234
	Iteration 32Q: 3 clusters Score -2.63075e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -26307714.000000 Penalty: 6085.240234
	Iteration 33Q: 3 clusters Score -2.630771e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -26307914.000000 Penalty: 6085.240234
	Iteration 34Q: 3 clusters Score -2.630791e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -26308212.000000 Penalty: 6085.240234
	Iteration 35Q: 3 clusters Score -2.630821e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -26308388.000000 Penalty: 6085.240234
	Iteration 36Q: 3 clusters Score -2.630839e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 129925 members 
Entering Unmasked Estep 
Score: -26308480.000000 Penalty: 6085.240234
	Iteration 37Q: 3 clusters Score -2.630848e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -26308694.000000 Penalty: 6085.240234
	Iteration 38Q: 3 clusters Score -2.630869e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -26308708.000000 Penalty: 6085.240234
	Iteration 39Q: 3 clusters Score -2.630871e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -26308794.000000 Penalty: 6085.240234
	Iteration 40F: 3 clusters Score -2.630879e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 126595 members 
Entering Unmasked Estep 
Score: -26308842.000000 Penalty: 6085.240234
	Iteration 41Q: 3 clusters Score -2.630884e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -26308832.000000 Penalty: 6085.240234
	Iteration 42Q: 3 clusters Score -2.630883e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -26308900.000000 Penalty: 6085.240234
	Iteration 43Q: 3 clusters Score -2.63089e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -26308916.000000 Penalty: 6085.240234
	Iteration 44Q: 3 clusters Score -2.630892e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -26308938.000000 Penalty: 6085.240234
	Iteration 45Q: 3 clusters Score -2.630894e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -26308874.000000 Penalty: 6085.240234
	Iteration 46Q: 3 clusters Score -2.630887e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -26308970.000000 Penalty: 6085.240234
	Iteration 47Q: 3 clusters Score -2.630897e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -26309078.000000 Penalty: 6085.240234
	Iteration 48Q: 3 clusters Score -2.630908e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -26309078.000000 Penalty: 6085.240234
	Iteration 49Q: 3 clusters Score -2.630908e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -26309074.000000 Penalty: 6085.240234
	Iteration 50Q: 3 clusters Score -2.630907e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -26309068.000000 Penalty: 6085.240234
	Iteration 51Q: 3 clusters Score -2.630907e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -26309088.000000 Penalty: 6085.240234
	Iteration 52Q: 3 clusters Score -2.630909e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -26309084.000000 Penalty: 6085.240234
	Iteration 53Q: 3 clusters Score -2.630908e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -26309116.000000 Penalty: 6085.240234
	Iteration 54Q: 3 clusters Score -2.630912e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -26309106.000000 Penalty: 6085.240234
	Iteration 55Q: 3 clusters Score -2.630911e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -26309116.000000 Penalty: 6085.240234
	Iteration 56Q: 3 clusters Score -2.630912e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -26309086.000000 Penalty: 6085.240234
	Iteration 57Q: 3 clusters Score -2.630909e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 121014 members 
Entering Unmasked Estep 
Score: -26309158.000000 Penalty: 6085.240234
	Iteration 58Q: 3 clusters Score -2.630916e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -26309174.000000 Penalty: 6085.240234
	Iteration 59Q: 3 clusters Score -2.630917e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -26309138.000000 Penalty: 6085.240234
	Iteration 60F: 3 clusters Score -2.630914e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -26309120.000000 Penalty: 6085.240234
	Iteration 61Q: 3 clusters Score -2.630912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -26309120.000000 Penalty: 6085.240234
	Iteration 62Q: 3 clusters Score -2.630912e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -26309080.000000 Penalty: 6085.240234
	Iteration 63Q: 3 clusters Score -2.630908e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 120411 members 
Entering Unmasked Estep 
Score: -26309078.000000 Penalty: 6085.240234
	Iteration 64Q: 3 clusters Score -2.630908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 120365 members 
Entering Unmasked Estep 
Score: -26309112.000000 Penalty: 6085.240234
	Iteration 65Q: 3 clusters Score -2.630911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -26309114.000000 Penalty: 6085.240234
	Iteration 66Q: 3 clusters Score -2.630911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -26309116.000000 Penalty: 6085.240234
	Iteration 67Q: 3 clusters Score -2.630912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -26309106.000000 Penalty: 6085.240234
	Iteration 68Q: 3 clusters Score -2.630911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -26309090.000000 Penalty: 6085.240234
	Iteration 69Q: 3 clusters Score -2.630909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -26309076.000000 Penalty: 6085.240234
	Iteration 70Q: 3 clusters Score -2.630908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -26309084.000000 Penalty: 6085.240234
	Iteration 71Q: 3 clusters Score -2.630908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -26309088.000000 Penalty: 6085.240234
	Iteration 72Q: 3 clusters Score -2.630909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -26309086.000000 Penalty: 6085.240234
	Iteration 73Q: 3 clusters Score -2.630909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -26309098.000000 Penalty: 6085.240234
	Iteration 74Q: 3 clusters Score -2.63091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -26309084.000000 Penalty: 6085.240234
	Iteration 75Q: 3 clusters Score -2.630908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -26309084.000000 Penalty: 6085.240234
	Iteration 76Q: 3 clusters Score -2.630908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -26309086.000000 Penalty: 6085.240234
	Iteration 77Q: 3 clusters Score -2.630909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -26309098.000000 Penalty: 6085.240234
	Iteration 78Q: 3 clusters Score -2.63091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -26309106.000000 Penalty: 6085.240234
	Iteration 79Q: 3 clusters Score -2.630911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -26309110.000000 Penalty: 6085.240234
	Iteration 80F: 3 clusters Score -2.630911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 21140 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Entering Unmasked Estep 
Score: -133948176.000000 Penalty: 75962.453125
Splitting cluster 3 changes total score from -133908264.000000 to -133948176.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (21140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Entering Unmasked Estep 
Score: -2293736.000000 Penalty: 2469.812744
	Iteration 0F: 2 clusters Score -2293736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2278969.500000 Penalty: 4939.625488
	Iteration 0F: 3 clusters Score -2278970 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2285149.000000 Penalty: 4939.625488
	Iteration 1F: 3 clusters Score -2285149 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2286653.750000 Penalty: 4939.625488
	Iteration 2F: 3 clusters Score -2286654 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2288454.250000 Penalty: 4939.625488
	Iteration 3F: 3 clusters Score -2288454 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2290310.500000 Penalty: 4939.625488
	Iteration 4F: 3 clusters Score -2290310 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2291766.000000 Penalty: 4939.625488
	Iteration 5F: 3 clusters Score -2291766 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2292641.500000 Penalty: 4939.625488
	Iteration 6F: 3 clusters Score -2292642 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2293108.500000 Penalty: 4939.625488
	Iteration 7Q: 3 clusters Score -2293108 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2293403.000000 Penalty: 4939.625488
	Iteration 8Q: 3 clusters Score -2293403 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2293594.000000 Penalty: 4939.625488
	Iteration 9Q: 3 clusters Score -2293594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2293728.750000 Penalty: 4939.625488
	Iteration 10Q: 3 clusters Score -2293729 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2293841.000000 Penalty: 4939.625488
	Iteration 11Q: 3 clusters Score -2293841 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2293929.750000 Penalty: 4939.625488
	Iteration 12Q: 3 clusters Score -2293930 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2294048.000000 Penalty: 4939.625488
	Iteration 13Q: 3 clusters Score -2294048 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2294182.000000 Penalty: 4939.625488
	Iteration 14Q: 3 clusters Score -2294182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2294327.750000 Penalty: 4939.625488
	Iteration 15Q: 3 clusters Score -2294328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2294452.000000 Penalty: 4939.625488
	Iteration 16Q: 3 clusters Score -2294452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2294561.000000 Penalty: 4939.625488
	Iteration 17Q: 3 clusters Score -2294561 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2294644.750000 Penalty: 4939.625488
	Iteration 18Q: 3 clusters Score -2294645 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2294700.750000 Penalty: 4939.625488
	Iteration 19Q: 3 clusters Score -2294701 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2294762.250000 Penalty: 4939.625488
	Iteration 20F: 3 clusters Score -2294762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2294789.500000 Penalty: 4939.625488
	Iteration 21Q: 3 clusters Score -2294790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2294815.750000 Penalty: 4939.625488
	Iteration 22Q: 3 clusters Score -2294816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2294843.000000 Penalty: 4939.625488
	Iteration 23Q: 3 clusters Score -2294843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2294867.750000 Penalty: 4939.625488
	Iteration 24Q: 3 clusters Score -2294868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2294879.500000 Penalty: 4939.625488
	Iteration 25Q: 3 clusters Score -2294880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2294890.500000 Penalty: 4939.625488
	Iteration 26Q: 3 clusters Score -2294890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2294892.000000 Penalty: 4939.625488
	Iteration 27Q: 3 clusters Score -2294892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2294892.000000 Penalty: 4939.625488
	Iteration 28Q: 3 clusters Score -2294892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2294902.750000 Penalty: 4939.625488
	Iteration 29Q: 3 clusters Score -2294903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2294902.250000 Penalty: 4939.625488
	Iteration 30Q: 3 clusters Score -2294902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2294902.000000 Penalty: 4939.625488
	Iteration 31Q: 3 clusters Score -2294902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2294905.000000 Penalty: 4939.625488
	Iteration 32Q: 3 clusters Score -2294905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2294908.000000 Penalty: 4939.625488
	Iteration 33Q: 3 clusters Score -2294908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2294906.250000 Penalty: 4939.625488
	Iteration 34Q: 3 clusters Score -2294906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2294908.250000 Penalty: 4939.625488
	Iteration 35Q: 3 clusters Score -2294908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2294906.750000 Penalty: 4939.625488
	Iteration 36Q: 3 clusters Score -2294907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2294915.500000 Penalty: 4939.625488
	Iteration 37Q: 3 clusters Score -2294916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2294912.750000 Penalty: 4939.625488
	Iteration 38Q: 3 clusters Score -2294913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2294917.750000 Penalty: 4939.625488
	Iteration 39Q: 3 clusters Score -2294918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2294917.000000 Penalty: 4939.625488
	Iteration 40F: 3 clusters Score -2294917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2294922.500000 Penalty: 4939.625488
	Iteration 41Q: 3 clusters Score -2294922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2294920.750000 Penalty: 4939.625488
	Iteration 42Q: 3 clusters Score -2294921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2294920.750000 Penalty: 4939.625488
	Iteration 43Q: 3 clusters Score -2294921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2294923.000000 Penalty: 4939.625488
	Iteration 44Q: 3 clusters Score -2294923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2294920.250000 Penalty: 4939.625488
	Iteration 45Q: 3 clusters Score -2294920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2294919.000000 Penalty: 4939.625488
	Iteration 46Q: 3 clusters Score -2294919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2294921.000000 Penalty: 4939.625488
	Iteration 47Q: 3 clusters Score -2294921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2294922.000000 Penalty: 4939.625488
	Iteration 48Q: 3 clusters Score -2294922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2294922.000000 Penalty: 4939.625488
	Iteration 49Q: 3 clusters Score -2294922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2294922.250000 Penalty: 4939.625488
	Iteration 50Q: 3 clusters Score -2294922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2294921.250000 Penalty: 4939.625488
	Iteration 51Q: 3 clusters Score -2294921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2294923.750000 Penalty: 4939.625488
	Iteration 52Q: 3 clusters Score -2294924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2294922.750000 Penalty: 4939.625488
	Iteration 53Q: 3 clusters Score -2294923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2294921.500000 Penalty: 4939.625488
	Iteration 54Q: 3 clusters Score -2294922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2294923.000000 Penalty: 4939.625488
	Iteration 55Q: 3 clusters Score -2294923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2294926.750000 Penalty: 4939.625488
	Iteration 56Q: 3 clusters Score -2294927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2294927.750000 Penalty: 4939.625488
	Iteration 57Q: 3 clusters Score -2294928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2294930.000000 Penalty: 4939.625488
	Iteration 58Q: 3 clusters Score -2294930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2294930.000000 Penalty: 4939.625488
	Iteration 59F: 3 clusters Score -2294930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Entering Unmasked Estep 
Score: -133948168.000000 Penalty: 79415.289062
Splitting cluster 4 changes total score from -133908264.000000 to -133948168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (20985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Entering Unmasked Estep 
Score: -2473811.750000 Penalty: 2467.987549
	Iteration 0F: 2 clusters Score -2473812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2459195.250000 Penalty: 4935.975098
	Iteration 0F: 3 clusters Score -2459195 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2467010.500000 Penalty: 4935.975098
	Iteration 1F: 3 clusters Score -2467010 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2470098.250000 Penalty: 4935.975098
	Iteration 2F: 3 clusters Score -2470098 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2472221.250000 Penalty: 4935.975098
	Iteration 3F: 3 clusters Score -2472221 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2473926.500000 Penalty: 4935.975098
	Iteration 4F: 3 clusters Score -2473926 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2475543.500000 Penalty: 4935.975098
	Iteration 5F: 3 clusters Score -2475544 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2476990.000000 Penalty: 4935.975098
	Iteration 6F: 3 clusters Score -2476990 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2478557.250000 Penalty: 4935.975098
	Iteration 7F: 3 clusters Score -2478557 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2480022.000000 Penalty: 4935.975098
	Iteration 8F: 3 clusters Score -2480022 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2481058.500000 Penalty: 4935.975098
	Iteration 9Q: 3 clusters Score -2481058 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2481870.750000 Penalty: 4935.975098
	Iteration 10Q: 3 clusters Score -2481871 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2482599.000000 Penalty: 4935.975098
	Iteration 11Q: 3 clusters Score -2482599 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2483318.250000 Penalty: 4935.975098
	Iteration 12Q: 3 clusters Score -2483318 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2484063.000000 Penalty: 4935.975098
	Iteration 13Q: 3 clusters Score -2484063 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2484827.250000 Penalty: 4935.975098
	Iteration 14Q: 3 clusters Score -2484827 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2485371.750000 Penalty: 4935.975098
	Iteration 15Q: 3 clusters Score -2485372 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2485759.000000 Penalty: 4935.975098
	Iteration 16Q: 3 clusters Score -2485759 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2486039.500000 Penalty: 4935.975098
	Iteration 17Q: 3 clusters Score -2486040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2486211.250000 Penalty: 4935.975098
	Iteration 18Q: 3 clusters Score -2486211 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2486295.750000 Penalty: 4935.975098
	Iteration 19Q: 3 clusters Score -2486296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2486397.500000 Penalty: 4935.975098
	Iteration 20F: 3 clusters Score -2486398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2486502.500000 Penalty: 4935.975098
	Iteration 21Q: 3 clusters Score -2486502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2486672.500000 Penalty: 4935.975098
	Iteration 22Q: 3 clusters Score -2486672 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2486976.250000 Penalty: 4935.975098
	Iteration 23Q: 3 clusters Score -2486976 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2487590.000000 Penalty: 4935.975098
	Iteration 24Q: 3 clusters Score -2487590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2488664.000000 Penalty: 4935.975098
	Iteration 25Q: 3 clusters Score -2488664 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2489754.750000 Penalty: 4935.975098
	Iteration 26Q: 3 clusters Score -2489755 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2490551.000000 Penalty: 4935.975098
	Iteration 27Q: 3 clusters Score -2490551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2491096.000000 Penalty: 4935.975098
	Iteration 28Q: 3 clusters Score -2491096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2491501.500000 Penalty: 4935.975098
	Iteration 29Q: 3 clusters Score -2491502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2491960.250000 Penalty: 4935.975098
	Iteration 30Q: 3 clusters Score -2491960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2492398.250000 Penalty: 4935.975098
	Iteration 31Q: 3 clusters Score -2492398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2492789.000000 Penalty: 4935.975098
	Iteration 32Q: 3 clusters Score -2492789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2492950.000000 Penalty: 4935.975098
	Iteration 33Q: 3 clusters Score -2492950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2492955.250000 Penalty: 4935.975098
	Iteration 34Q: 3 clusters Score -2492955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2492974.750000 Penalty: 4935.975098
	Iteration 35Q: 3 clusters Score -2492975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2492972.000000 Penalty: 4935.975098
	Iteration 36Q: 3 clusters Score -2492972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2492972.250000 Penalty: 4935.975098
	Iteration 37Q: 3 clusters Score -2492972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2492974.750000 Penalty: 4935.975098
	Iteration 38Q: 3 clusters Score -2492975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2492976.000000 Penalty: 4935.975098
	Iteration 39Q: 3 clusters Score -2492976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2492977.000000 Penalty: 4935.975098
	Iteration 40F: 3 clusters Score -2492977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2492978.000000 Penalty: 4935.975098
	Iteration 41Q: 3 clusters Score -2492978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2492982.750000 Penalty: 4935.975098
	Iteration 42Q: 3 clusters Score -2492983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2492986.250000 Penalty: 4935.975098
	Iteration 43Q: 3 clusters Score -2492986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2492988.500000 Penalty: 4935.975098
	Iteration 44Q: 3 clusters Score -2492988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2492986.250000 Penalty: 4935.975098
	Iteration 45Q: 3 clusters Score -2492986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2492986.250000 Penalty: 4935.975098
	Iteration 46F: 3 clusters Score -2492986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Entering Unmasked Estep 
Score: -133965544.000000 Penalty: 82868.132812
Splitting cluster 5 changes total score from -133908264.000000 to -133965544.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -796477.312500 Penalty: 2186.579590
	Iteration 0F: 2 clusters Score -796477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -790881.250000 Penalty: 4373.159180
	Iteration 0F: 3 clusters Score -790881.2 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -792603.437500 Penalty: 4373.159180
	Iteration 1F: 3 clusters Score -792603.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -793381.562500 Penalty: 4373.159180
	Iteration 2F: 3 clusters Score -793381.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -794177.812500 Penalty: 4373.159180
	Iteration 3F: 3 clusters Score -794177.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -794916.125000 Penalty: 4373.159180
	Iteration 4F: 3 clusters Score -794916.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -795546.000000 Penalty: 4373.159180
	Iteration 5F: 3 clusters Score -795546 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -796301.437500 Penalty: 4373.159180
	Iteration 6F: 3 clusters Score -796301.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -797323.125000 Penalty: 4373.159180
	Iteration 7F: 3 clusters Score -797323.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -798267.125000 Penalty: 4373.159180
	Iteration 8F: 3 clusters Score -798267.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -798858.062500 Penalty: 4373.159180
	Iteration 9Q: 3 clusters Score -798858.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -799445.312500 Penalty: 4373.159180
	Iteration 10Q: 3 clusters Score -799445.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -800062.062500 Penalty: 4373.159180
	Iteration 11Q: 3 clusters Score -800062.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -800760.437500 Penalty: 4373.159180
	Iteration 12Q: 3 clusters Score -800760.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -801639.812500 Penalty: 4373.159180
	Iteration 13Q: 3 clusters Score -801639.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -802997.750000 Penalty: 4373.159180
	Iteration 14Q: 3 clusters Score -802997.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -804301.125000 Penalty: 4373.159180
	Iteration 15Q: 3 clusters Score -804301.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -805090.312500 Penalty: 4373.159180
	Iteration 16Q: 3 clusters Score -805090.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -805622.312500 Penalty: 4373.159180
	Iteration 17Q: 3 clusters Score -805622.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -805827.125000 Penalty: 4373.159180
	Iteration 18Q: 3 clusters Score -805827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -805839.625000 Penalty: 4373.159180
	Iteration 19Q: 3 clusters Score -805839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -805841.187500 Penalty: 4373.159180
	Iteration 20F: 3 clusters Score -805841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -805842.750000 Penalty: 4373.159180
	Iteration 21Q: 3 clusters Score -805842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -805842.750000 Penalty: 4373.159180
	Iteration 22F: 3 clusters Score -805842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Entering Unmasked Estep 
Score: -133973496.000000 Penalty: 86320.968750
Splitting cluster 6 changes total score from -133908264.000000 to -133973496.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (36291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Entering Unmasked Estep 
Score: -4120973.000000 Penalty: 2603.832520
	Iteration 0F: 2 clusters Score -4120973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4096738.000000 Penalty: 5207.665039
	Iteration 0F: 3 clusters Score -4096738 nChanged 16420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4109085.000000 Penalty: 5207.665039
	Iteration 1F: 3 clusters Score -4109085 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4114060.250000 Penalty: 5207.665039
	Iteration 2F: 3 clusters Score -4114060 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4117751.750000 Penalty: 5207.665039
	Iteration 3F: 3 clusters Score -4117752 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4120572.000000 Penalty: 5207.665039
	Iteration 4F: 3 clusters Score -4120572 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4122439.750000 Penalty: 5207.665039
	Iteration 5F: 3 clusters Score -4122440 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4123643.250000 Penalty: 5207.665039
	Iteration 6F: 3 clusters Score -4123643 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4124446.750000 Penalty: 5207.665039
	Iteration 7Q: 3 clusters Score -4124447 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4125089.250000 Penalty: 5207.665039
	Iteration 8Q: 3 clusters Score -4125089 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4125612.750000 Penalty: 5207.665039
	Iteration 9Q: 3 clusters Score -4125613 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4126071.250000 Penalty: 5207.665039
	Iteration 10Q: 3 clusters Score -4126071 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4126461.000000 Penalty: 5207.665039
	Iteration 11Q: 3 clusters Score -4126461 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4126847.500000 Penalty: 5207.665039
	Iteration 12Q: 3 clusters Score -4126848 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4127237.250000 Penalty: 5207.665039
	Iteration 13Q: 3 clusters Score -4127237 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4127797.250000 Penalty: 5207.665039
	Iteration 14Q: 3 clusters Score -4127797 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4128465.500000 Penalty: 5207.665039
	Iteration 15Q: 3 clusters Score -4128466 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4129117.250000 Penalty: 5207.665039
	Iteration 16Q: 3 clusters Score -4129117 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4129616.750000 Penalty: 5207.665039
	Iteration 17Q: 3 clusters Score -4129617 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4130000.250000 Penalty: 5207.665039
	Iteration 18Q: 3 clusters Score -4130000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4130346.250000 Penalty: 5207.665039
	Iteration 19Q: 3 clusters Score -4130346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4130700.750000 Penalty: 5207.665039
	Iteration 20F: 3 clusters Score -4130701 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4131116.000000 Penalty: 5207.665039
	Iteration 21Q: 3 clusters Score -4131116 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4131663.250000 Penalty: 5207.665039
	Iteration 22Q: 3 clusters Score -4131663 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4132260.500000 Penalty: 5207.665039
	Iteration 23Q: 3 clusters Score -4132260 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4132777.250000 Penalty: 5207.665039
	Iteration 24Q: 3 clusters Score -4132777 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4132946.000000 Penalty: 5207.665039
	Iteration 25Q: 3 clusters Score -4132946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4132987.750000 Penalty: 5207.665039
	Iteration 26Q: 3 clusters Score -4132988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4133011.750000 Penalty: 5207.665039
	Iteration 27Q: 3 clusters Score -4133012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4133007.250000 Penalty: 5207.665039
	Iteration 28Q: 3 clusters Score -4133007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4133015.750000 Penalty: 5207.665039
	Iteration 29Q: 3 clusters Score -4133016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4133013.750000 Penalty: 5207.665039
	Iteration 30Q: 3 clusters Score -4133014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4133129.500000 Penalty: 5207.665039
	Iteration 31F: 3 clusters Score -4133130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4133276.000000 Penalty: 5207.665039
	Iteration 32Q: 3 clusters Score -4133276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4133294.250000 Penalty: 5207.665039
	Iteration 33Q: 3 clusters Score -4133294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4133296.000000 Penalty: 5207.665039
	Iteration 34Q: 3 clusters Score -4133296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4133295.500000 Penalty: 5207.665039
	Iteration 35Q: 3 clusters Score -4133296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4133290.250000 Penalty: 5207.665039
	Iteration 36Q: 3 clusters Score -4133290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4133291.250000 Penalty: 5207.665039
	Iteration 37F: 3 clusters Score -4133291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4133293.000000 Penalty: 5207.665039
	Iteration 38Q: 3 clusters Score -4133293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4133293.000000 Penalty: 5207.665039
	Iteration 39F: 3 clusters Score -4133293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Entering Unmasked Estep 
Score: -133985064.000000 Penalty: 89773.812500
Splitting cluster 7 changes total score from -133908264.000000 to -133985064.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (33684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Entering Unmasked Estep 
Score: -4189034.250000 Penalty: 2585.344971
	Iteration 0F: 2 clusters Score -4189034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4166217.750000 Penalty: 5170.689941
	Iteration 0F: 3 clusters Score -4166218 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4175070.250000 Penalty: 5170.689941
	Iteration 1F: 3 clusters Score -4175070 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4176092.000000 Penalty: 5170.689941
	Iteration 2F: 3 clusters Score -4176092 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4177359.500000 Penalty: 5170.689941
	Iteration 3F: 3 clusters Score -4177360 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4178796.000000 Penalty: 5170.689941
	Iteration 4F: 3 clusters Score -4178796 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4180246.500000 Penalty: 5170.689941
	Iteration 5F: 3 clusters Score -4180246 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4181504.250000 Penalty: 5170.689941
	Iteration 6F: 3 clusters Score -4181504 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4182572.500000 Penalty: 5170.689941
	Iteration 7Q: 3 clusters Score -4182572 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4183406.750000 Penalty: 5170.689941
	Iteration 8Q: 3 clusters Score -4183407 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4184061.500000 Penalty: 5170.689941
	Iteration 9Q: 3 clusters Score -4184062 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4184541.750000 Penalty: 5170.689941
	Iteration 10Q: 3 clusters Score -4184542 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4184900.750000 Penalty: 5170.689941
	Iteration 11Q: 3 clusters Score -4184901 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4185150.250000 Penalty: 5170.689941
	Iteration 12Q: 3 clusters Score -4185150 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4185364.750000 Penalty: 5170.689941
	Iteration 13Q: 3 clusters Score -4185365 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4185563.750000 Penalty: 5170.689941
	Iteration 14Q: 3 clusters Score -4185564 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4185724.250000 Penalty: 5170.689941
	Iteration 15Q: 3 clusters Score -4185724 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4185856.000000 Penalty: 5170.689941
	Iteration 16Q: 3 clusters Score -4185856 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4185976.500000 Penalty: 5170.689941
	Iteration 17Q: 3 clusters Score -4185976 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4186075.250000 Penalty: 5170.689941
	Iteration 18Q: 3 clusters Score -4186075 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4186149.750000 Penalty: 5170.689941
	Iteration 19Q: 3 clusters Score -4186150 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4186243.750000 Penalty: 5170.689941
	Iteration 20F: 3 clusters Score -4186244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4186351.250000 Penalty: 5170.689941
	Iteration 21Q: 3 clusters Score -4186351 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4186393.500000 Penalty: 5170.689941
	Iteration 22Q: 3 clusters Score -4186394 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4186453.000000 Penalty: 5170.689941
	Iteration 23Q: 3 clusters Score -4186453 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4186516.500000 Penalty: 5170.689941
	Iteration 24Q: 3 clusters Score -4186516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4186554.250000 Penalty: 5170.689941
	Iteration 25Q: 3 clusters Score -4186554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4186594.000000 Penalty: 5170.689941
	Iteration 26Q: 3 clusters Score -4186594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4186621.750000 Penalty: 5170.689941
	Iteration 27Q: 3 clusters Score -4186622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4186655.000000 Penalty: 5170.689941
	Iteration 28Q: 3 clusters Score -4186655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4186672.250000 Penalty: 5170.689941
	Iteration 29Q: 3 clusters Score -4186672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4186704.000000 Penalty: 5170.689941
	Iteration 30Q: 3 clusters Score -4186704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4186717.250000 Penalty: 5170.689941
	Iteration 31Q: 3 clusters Score -4186717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4186739.500000 Penalty: 5170.689941
	Iteration 32Q: 3 clusters Score -4186740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4186758.000000 Penalty: 5170.689941
	Iteration 33Q: 3 clusters Score -4186758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4186776.250000 Penalty: 5170.689941
	Iteration 34Q: 3 clusters Score -4186776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4186800.500000 Penalty: 5170.689941
	Iteration 35Q: 3 clusters Score -4186800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4186820.000000 Penalty: 5170.689941
	Iteration 36Q: 3 clusters Score -4186820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4186833.000000 Penalty: 5170.689941
	Iteration 37Q: 3 clusters Score -4186833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4186867.500000 Penalty: 5170.689941
	Iteration 38Q: 3 clusters Score -4186868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4186900.500000 Penalty: 5170.689941
	Iteration 39Q: 3 clusters Score -4186900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4186919.250000 Penalty: 5170.689941
	Iteration 40F: 3 clusters Score -4186919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4186937.500000 Penalty: 5170.689941
	Iteration 41Q: 3 clusters Score -4186938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4186946.250000 Penalty: 5170.689941
	Iteration 42Q: 3 clusters Score -4186946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4186961.250000 Penalty: 5170.689941
	Iteration 43Q: 3 clusters Score -4186961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4186974.250000 Penalty: 5170.689941
	Iteration 44Q: 3 clusters Score -4186974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4186991.000000 Penalty: 5170.689941
	Iteration 45Q: 3 clusters Score -4186991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4186998.000000 Penalty: 5170.689941
	Iteration 46Q: 3 clusters Score -4186998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4187009.250000 Penalty: 5170.689941
	Iteration 47Q: 3 clusters Score -4187009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4187015.000000 Penalty: 5170.689941
	Iteration 48Q: 3 clusters Score -4187015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4187022.000000 Penalty: 5170.689941
	Iteration 49Q: 3 clusters Score -4187022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4187030.500000 Penalty: 5170.689941
	Iteration 50Q: 3 clusters Score -4187030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4187048.500000 Penalty: 5170.689941
	Iteration 51Q: 3 clusters Score -4187048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4187055.000000 Penalty: 5170.689941
	Iteration 52Q: 3 clusters Score -4187055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4187058.500000 Penalty: 5170.689941
	Iteration 53Q: 3 clusters Score -4187058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4187060.250000 Penalty: 5170.689941
	Iteration 54Q: 3 clusters Score -4187060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4187065.000000 Penalty: 5170.689941
	Iteration 55Q: 3 clusters Score -4187065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4187067.500000 Penalty: 5170.689941
	Iteration 56Q: 3 clusters Score -4187068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4187069.250000 Penalty: 5170.689941
	Iteration 57Q: 3 clusters Score -4187069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4187066.500000 Penalty: 5170.689941
	Iteration 58Q: 3 clusters Score -4187066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4187070.750000 Penalty: 5170.689941
	Iteration 59Q: 3 clusters Score -4187071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4187073.250000 Penalty: 5170.689941
	Iteration 60F: 3 clusters Score -4187073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4187075.750000 Penalty: 5170.689941
	Iteration 61Q: 3 clusters Score -4187076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4187075.750000 Penalty: 5170.689941
	Iteration 62F: 3 clusters Score -4187076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Entering Unmasked Estep 
Score: -2268032.750000 Penalty: 2443.878906
	Iteration 0F: 2 clusters Score -2268033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2254563.000000 Penalty: 4887.757812
	Iteration 0F: 3 clusters Score -2254563 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2259537.750000 Penalty: 4887.757812
	Iteration 1F: 3 clusters Score -2259538 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2261105.750000 Penalty: 4887.757812
	Iteration 2F: 3 clusters Score -2261106 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2263498.250000 Penalty: 4887.757812
	Iteration 3F: 3 clusters Score -2263498 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2266101.750000 Penalty: 4887.757812
	Iteration 4F: 3 clusters Score -2266102 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2268090.750000 Penalty: 4887.757812
	Iteration 5F: 3 clusters Score -2268091 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2269357.250000 Penalty: 4887.757812
	Iteration 6F: 3 clusters Score -2269357 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2270082.500000 Penalty: 4887.757812
	Iteration 7Q: 3 clusters Score -2270082 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2270340.000000 Penalty: 4887.757812
	Iteration 8Q: 3 clusters Score -2270340 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2270482.250000 Penalty: 4887.757812
	Iteration 9Q: 3 clusters Score -2270482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2270600.250000 Penalty: 4887.757812
	Iteration 10Q: 3 clusters Score -2270600 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2270786.750000 Penalty: 4887.757812
	Iteration 11Q: 3 clusters Score -2270787 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2271190.500000 Penalty: 4887.757812
	Iteration 12Q: 3 clusters Score -2271190 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2271881.250000 Penalty: 4887.757812
	Iteration 13Q: 3 clusters Score -2271881 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2272224.000000 Penalty: 4887.757812
	Iteration 14Q: 3 clusters Score -2272224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2272269.750000 Penalty: 4887.757812
	Iteration 15Q: 3 clusters Score -2272270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2272274.000000 Penalty: 4887.757812
	Iteration 16Q: 3 clusters Score -2272274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2272275.250000 Penalty: 4887.757812
	Iteration 17Q: 3 clusters Score -2272275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2272272.750000 Penalty: 4887.757812
	Iteration 18Q: 3 clusters Score -2272273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2272275.000000 Penalty: 4887.757812
	Iteration 19Q: 3 clusters Score -2272275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2272273.500000 Penalty: 4887.757812
	Iteration 20F: 3 clusters Score -2272274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2272277.750000 Penalty: 4887.757812
	Iteration 21Q: 3 clusters Score -2272278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2272280.000000 Penalty: 4887.757812
	Iteration 22Q: 3 clusters Score -2272280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2272287.000000 Penalty: 4887.757812
	Iteration 23Q: 3 clusters Score -2272287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2272285.750000 Penalty: 4887.757812
	Iteration 24Q: 3 clusters Score -2272286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2272284.000000 Penalty: 4887.757812
	Iteration 25Q: 3 clusters Score -2272284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2272281.500000 Penalty: 4887.757812
	Iteration 26Q: 3 clusters Score -2272282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2272281.750000 Penalty: 4887.757812
	Iteration 27Q: 3 clusters Score -2272282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2272281.500000 Penalty: 4887.757812
	Iteration 28Q: 3 clusters Score -2272282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2272282.000000 Penalty: 4887.757812
	Iteration 29Q: 3 clusters Score -2272282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2272282.000000 Penalty: 4887.757812
	Iteration 30F: 3 clusters Score -2272282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 54041 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Entering Unmasked Estep 
Score: -133988136.000000 Penalty: 93226.648438
Splitting cluster 9 changes total score from -133908264.000000 to -133988136.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (54041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Entering Unmasked Estep 
Score: -6546903.000000 Penalty: 2702.579590
	Iteration 0F: 2 clusters Score -6546903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6510466.500000 Penalty: 5405.159180
	Iteration 0F: 3 clusters Score -6510466 nChanged 25090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -6526054.500000 Penalty: 5405.159180
	Iteration 1F: 3 clusters Score -6526054 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -6530216.500000 Penalty: 5405.159180
	Iteration 2F: 3 clusters Score -6530216 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -6536085.000000 Penalty: 5405.159180
	Iteration 3F: 3 clusters Score -6536085 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -6541613.000000 Penalty: 5405.159180
	Iteration 4F: 3 clusters Score -6541613 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -6545328.500000 Penalty: 5405.159180
	Iteration 5F: 3 clusters Score -6545328 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -6547359.000000 Penalty: 5405.159180
	Iteration 6F: 3 clusters Score -6547359 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6548592.000000 Penalty: 5405.159180
	Iteration 7Q: 3 clusters Score -6548592 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6549457.500000 Penalty: 5405.159180
	Iteration 8Q: 3 clusters Score -6549458 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -6550063.500000 Penalty: 5405.159180
	Iteration 9Q: 3 clusters Score -6550064 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -6550449.000000 Penalty: 5405.159180
	Iteration 10Q: 3 clusters Score -6550449 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -6550644.500000 Penalty: 5405.159180
	Iteration 11Q: 3 clusters Score -6550644 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6550830.500000 Penalty: 5405.159180
	Iteration 12Q: 3 clusters Score -6550830 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -6550975.500000 Penalty: 5405.159180
	Iteration 13Q: 3 clusters Score -6550976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -6551081.500000 Penalty: 5405.159180
	Iteration 14Q: 3 clusters Score -6551082 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6551187.500000 Penalty: 5405.159180
	Iteration 15Q: 3 clusters Score -6551188 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6551241.000000 Penalty: 5405.159180
	Iteration 16Q: 3 clusters Score -6551241 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6551334.000000 Penalty: 5405.159180
	Iteration 17Q: 3 clusters Score -6551334 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -6551442.000000 Penalty: 5405.159180
	Iteration 18Q: 3 clusters Score -6551442 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -6551497.000000 Penalty: 5405.159180
	Iteration 19Q: 3 clusters Score -6551497 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6551602.000000 Penalty: 5405.159180
	Iteration 20F: 3 clusters Score -6551602 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -6551708.000000 Penalty: 5405.159180
	Iteration 21Q: 3 clusters Score -6551708 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6551837.000000 Penalty: 5405.159180
	Iteration 22Q: 3 clusters Score -6551837 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -6551959.500000 Penalty: 5405.159180
	Iteration 23Q: 3 clusters Score -6551960 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -6552075.000000 Penalty: 5405.159180
	Iteration 24Q: 3 clusters Score -6552075 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6552268.000000 Penalty: 5405.159180
	Iteration 25Q: 3 clusters Score -6552268 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -6552431.500000 Penalty: 5405.159180
	Iteration 26Q: 3 clusters Score -6552432 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6552615.000000 Penalty: 5405.159180
	Iteration 27Q: 3 clusters Score -6552615 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6552729.000000 Penalty: 5405.159180
	Iteration 28Q: 3 clusters Score -6552729 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -6552847.500000 Penalty: 5405.159180
	Iteration 29Q: 3 clusters Score -6552848 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6552943.000000 Penalty: 5405.159180
	Iteration 30Q: 3 clusters Score -6552943 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -6552986.000000 Penalty: 5405.159180
	Iteration 31Q: 3 clusters Score -6552986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -6553011.000000 Penalty: 5405.159180
	Iteration 32Q: 3 clusters Score -6553011 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -6553059.000000 Penalty: 5405.159180
	Iteration 33Q: 3 clusters Score -6553059 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -6553093.500000 Penalty: 5405.159180
	Iteration 34Q: 3 clusters Score -6553094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6553119.500000 Penalty: 5405.159180
	Iteration 35Q: 3 clusters Score -6553120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -6553128.000000 Penalty: 5405.159180
	Iteration 36Q: 3 clusters Score -6553128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -6553166.000000 Penalty: 5405.159180
	Iteration 37Q: 3 clusters Score -6553166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -6553254.500000 Penalty: 5405.159180
	Iteration 38Q: 3 clusters Score -6553254 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -6553376.000000 Penalty: 5405.159180
	Iteration 39Q: 3 clusters Score -6553376 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -6553513.000000 Penalty: 5405.159180
	Iteration 40F: 3 clusters Score -6553513 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6553762.000000 Penalty: 5405.159180
	Iteration 41Q: 3 clusters Score -6553762 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -6553970.000000 Penalty: 5405.159180
	Iteration 42Q: 3 clusters Score -6553970 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6554117.500000 Penalty: 5405.159180
	Iteration 43Q: 3 clusters Score -6554118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -6554229.000000 Penalty: 5405.159180
	Iteration 44Q: 3 clusters Score -6554229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -6554285.000000 Penalty: 5405.159180
	Iteration 45Q: 3 clusters Score -6554285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -6554284.500000 Penalty: 5405.159180
	Iteration 46Q: 3 clusters Score -6554284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -6554308.000000 Penalty: 5405.159180
	Iteration 47Q: 3 clusters Score -6554308 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -6554294.000000 Penalty: 5405.159180
	Iteration 48Q: 3 clusters Score -6554294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6554296.500000 Penalty: 5405.159180
	Iteration 49Q: 3 clusters Score -6554296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -6554318.000000 Penalty: 5405.159180
	Iteration 50Q: 3 clusters Score -6554318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6554315.500000 Penalty: 5405.159180
	Iteration 51Q: 3 clusters Score -6554316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -6554321.500000 Penalty: 5405.159180
	Iteration 52Q: 3 clusters Score -6554322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -6554322.000000 Penalty: 5405.159180
	Iteration 53Q: 3 clusters Score -6554322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -6554330.500000 Penalty: 5405.159180
	Iteration 54Q: 3 clusters Score -6554330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -6554312.500000 Penalty: 5405.159180
	Iteration 55Q: 3 clusters Score -6554312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6554340.000000 Penalty: 5405.159180
	Iteration 56Q: 3 clusters Score -6554340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6554356.000000 Penalty: 5405.159180
	Iteration 57Q: 3 clusters Score -6554356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6554363.500000 Penalty: 5405.159180
	Iteration 58Q: 3 clusters Score -6554364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6554366.500000 Penalty: 5405.159180
	Iteration 59Q: 3 clusters Score -6554366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -6554360.000000 Penalty: 5405.159180
	Iteration 60F: 3 clusters Score -6554360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -6554362.500000 Penalty: 5405.159180
	Iteration 61Q: 3 clusters Score -6554362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -6554361.500000 Penalty: 5405.159180
	Iteration 62Q: 3 clusters Score -6554362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6554357.000000 Penalty: 5405.159180
	Iteration 63Q: 3 clusters Score -6554357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -6554364.000000 Penalty: 5405.159180
	Iteration 64Q: 3 clusters Score -6554364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6554365.500000 Penalty: 5405.159180
	Iteration 65Q: 3 clusters Score -6554366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -6554361.000000 Penalty: 5405.159180
	Iteration 66Q: 3 clusters Score -6554361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -6554359.500000 Penalty: 5405.159180
	Iteration 67Q: 3 clusters Score -6554360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6554359.000000 Penalty: 5405.159180
	Iteration 68Q: 3 clusters Score -6554359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -6554357.500000 Penalty: 5405.159180
	Iteration 69Q: 3 clusters Score -6554358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -6554355.500000 Penalty: 5405.159180
	Iteration 70Q: 3 clusters Score -6554356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -6554352.500000 Penalty: 5405.159180
	Iteration 71Q: 3 clusters Score -6554352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -6554352.500000 Penalty: 5405.159180
	Iteration 72F: 3 clusters Score -6554352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Entering Unmasked Estep 
Score: -133994800.000000 Penalty: 96679.484375
Splitting cluster 10 changes total score from -133908264.000000 to -133994800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -433212.906250 Penalty: 2103.068359
	Iteration 0F: 2 clusters Score -433212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -429383.906250 Penalty: 4206.136719
	Iteration 0F: 3 clusters Score -429383.9 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -433204.187500 Penalty: 4206.136719
	Iteration 1F: 3 clusters Score -433204.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -437500.281250 Penalty: 4206.136719
	Iteration 2F: 3 clusters Score -437500.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -442720.062500 Penalty: 4206.136719
	Iteration 3F: 3 clusters Score -442720.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -446550.937500 Penalty: 4206.136719
	Iteration 4F: 3 clusters Score -446550.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -448582.468750 Penalty: 4206.136719
	Iteration 5F: 3 clusters Score -448582.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -450475.906250 Penalty: 4206.136719
	Iteration 6Q: 3 clusters Score -450475.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -451351.125000 Penalty: 4206.136719
	Iteration 7Q: 3 clusters Score -451351.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -451488.187500 Penalty: 4206.136719
	Iteration 8Q: 3 clusters Score -451488.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -451517.750000 Penalty: 4206.136719
	Iteration 9Q: 3 clusters Score -451517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -451535.343750 Penalty: 4206.136719
	Iteration 10Q: 3 clusters Score -451535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -451541.593750 Penalty: 4206.136719
	Iteration 11Q: 3 clusters Score -451541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -451543.968750 Penalty: 4206.136719
	Iteration 12Q: 3 clusters Score -451544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -451543.781250 Penalty: 4206.136719
	Iteration 13Q: 3 clusters Score -451543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -451553.156250 Penalty: 4206.136719
	Iteration 14F: 3 clusters Score -451553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -451564.781250 Penalty: 4206.136719
	Iteration 15Q: 3 clusters Score -451564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -451577.875000 Penalty: 4206.136719
	Iteration 16Q: 3 clusters Score -451577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -451591.437500 Penalty: 4206.136719
	Iteration 17Q: 3 clusters Score -451591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -451613.593750 Penalty: 4206.136719
	Iteration 18Q: 3 clusters Score -451613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -451644.531250 Penalty: 4206.136719
	Iteration 19Q: 3 clusters Score -451644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -451665.625000 Penalty: 4206.136719
	Iteration 20F: 3 clusters Score -451665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -451690.500000 Penalty: 4206.136719
	Iteration 21Q: 3 clusters Score -451690.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -451754.125000 Penalty: 4206.136719
	Iteration 22Q: 3 clusters Score -451754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -451839.375000 Penalty: 4206.136719
	Iteration 23Q: 3 clusters Score -451839.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -451914.968750 Penalty: 4206.136719
	Iteration 24Q: 3 clusters Score -451915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -451977.281250 Penalty: 4206.136719
	Iteration 25Q: 3 clusters Score -451977.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -451988.406250 Penalty: 4206.136719
	Iteration 26Q: 3 clusters Score -451988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -451993.937500 Penalty: 4206.136719
	Iteration 27Q: 3 clusters Score -451993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -452003.562500 Penalty: 4206.136719
	Iteration 28Q: 3 clusters Score -452003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452007.531250 Penalty: 4206.136719
	Iteration 29Q: 3 clusters Score -452007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -452007.781250 Penalty: 4206.136719
	Iteration 30Q: 3 clusters Score -452007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -452007.781250 Penalty: 4206.136719
	Iteration 31F: 3 clusters Score -452007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 28978 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Entering Unmasked Estep 
Score: -134012696.000000 Penalty: 100132.328125
Splitting cluster 11 changes total score from -133908264.000000 to -134012696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (28978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Entering Unmasked Estep 
Score: -3493779.000000 Penalty: 2548.024414
	Iteration 0F: 2 clusters Score -3493779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3473895.000000 Penalty: 5096.048828
	Iteration 0F: 3 clusters Score -3473895 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3481685.750000 Penalty: 5096.048828
	Iteration 1F: 3 clusters Score -3481686 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3483442.750000 Penalty: 5096.048828
	Iteration 2F: 3 clusters Score -3483443 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3485868.750000 Penalty: 5096.048828
	Iteration 3F: 3 clusters Score -3485869 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3488831.750000 Penalty: 5096.048828
	Iteration 4F: 3 clusters Score -3488832 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3491432.750000 Penalty: 5096.048828
	Iteration 5F: 3 clusters Score -3491433 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3494029.250000 Penalty: 5096.048828
	Iteration 6F: 3 clusters Score -3494029 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3495779.500000 Penalty: 5096.048828
	Iteration 7F: 3 clusters Score -3495780 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3496382.000000 Penalty: 5096.048828
	Iteration 8Q: 3 clusters Score -3496382 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3496615.000000 Penalty: 5096.048828
	Iteration 9Q: 3 clusters Score -3496615 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3496717.000000 Penalty: 5096.048828
	Iteration 10Q: 3 clusters Score -3496717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3496772.250000 Penalty: 5096.048828
	Iteration 11Q: 3 clusters Score -3496772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3496815.750000 Penalty: 5096.048828
	Iteration 12Q: 3 clusters Score -3496816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3496847.250000 Penalty: 5096.048828
	Iteration 13Q: 3 clusters Score -3496847 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3496868.250000 Penalty: 5096.048828
	Iteration 14Q: 3 clusters Score -3496868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3496912.250000 Penalty: 5096.048828
	Iteration 15Q: 3 clusters Score -3496912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3496931.500000 Penalty: 5096.048828
	Iteration 16Q: 3 clusters Score -3496932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3496956.500000 Penalty: 5096.048828
	Iteration 17Q: 3 clusters Score -3496956 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3496993.500000 Penalty: 5096.048828
	Iteration 18Q: 3 clusters Score -3496994 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3497056.250000 Penalty: 5096.048828
	Iteration 19Q: 3 clusters Score -3497056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3497107.250000 Penalty: 5096.048828
	Iteration 20F: 3 clusters Score -3497107 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3497143.500000 Penalty: 5096.048828
	Iteration 21Q: 3 clusters Score -3497144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3497155.500000 Penalty: 5096.048828
	Iteration 22Q: 3 clusters Score -3497156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3497190.750000 Penalty: 5096.048828
	Iteration 23Q: 3 clusters Score -3497191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3497240.250000 Penalty: 5096.048828
	Iteration 24Q: 3 clusters Score -3497240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3497260.500000 Penalty: 5096.048828
	Iteration 25Q: 3 clusters Score -3497260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3497275.000000 Penalty: 5096.048828
	Iteration 26Q: 3 clusters Score -3497275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3497303.750000 Penalty: 5096.048828
	Iteration 27Q: 3 clusters Score -3497304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3497311.250000 Penalty: 5096.048828
	Iteration 28Q: 3 clusters Score -3497311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3497321.000000 Penalty: 5096.048828
	Iteration 29Q: 3 clusters Score -3497321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3497330.750000 Penalty: 5096.048828
	Iteration 30Q: 3 clusters Score -3497331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3497330.000000 Penalty: 5096.048828
	Iteration 31Q: 3 clusters Score -3497330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3497343.000000 Penalty: 5096.048828
	Iteration 32Q: 3 clusters Score -3497343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3497342.250000 Penalty: 5096.048828
	Iteration 33Q: 3 clusters Score -3497342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3497338.000000 Penalty: 5096.048828
	Iteration 34Q: 3 clusters Score -3497338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3497347.000000 Penalty: 5096.048828
	Iteration 35Q: 3 clusters Score -3497347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3497351.750000 Penalty: 5096.048828
	Iteration 36Q: 3 clusters Score -3497352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3497353.500000 Penalty: 5096.048828
	Iteration 37Q: 3 clusters Score -3497354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3497353.500000 Penalty: 5096.048828
	Iteration 38Q: 3 clusters Score -3497354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3497361.000000 Penalty: 5096.048828
	Iteration 39Q: 3 clusters Score -3497361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3497359.500000 Penalty: 5096.048828
	Iteration 40F: 3 clusters Score -3497360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3497355.250000 Penalty: 5096.048828
	Iteration 41Q: 3 clusters Score -3497355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3497355.500000 Penalty: 5096.048828
	Iteration 42Q: 3 clusters Score -3497356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3497357.500000 Penalty: 5096.048828
	Iteration 43Q: 3 clusters Score -3497358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3497358.000000 Penalty: 5096.048828
	Iteration 44Q: 3 clusters Score -3497358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3497358.250000 Penalty: 5096.048828
	Iteration 45Q: 3 clusters Score -3497358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3497359.250000 Penalty: 5096.048828
	Iteration 46Q: 3 clusters Score -3497359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3497364.750000 Penalty: 5096.048828
	Iteration 47Q: 3 clusters Score -3497365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3497365.500000 Penalty: 5096.048828
	Iteration 48Q: 3 clusters Score -3497366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3497359.500000 Penalty: 5096.048828
	Iteration 49Q: 3 clusters Score -3497360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3497358.000000 Penalty: 5096.048828
	Iteration 50Q: 3 clusters Score -3497358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3497356.250000 Penalty: 5096.048828
	Iteration 51Q: 3 clusters Score -3497356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3497353.500000 Penalty: 5096.048828
	Iteration 52Q: 3 clusters Score -3497354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3497354.250000 Penalty: 5096.048828
	Iteration 53Q: 3 clusters Score -3497354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3497354.750000 Penalty: 5096.048828
	Iteration 54Q: 3 clusters Score -3497355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3497356.250000 Penalty: 5096.048828
	Iteration 55Q: 3 clusters Score -3497356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3497358.250000 Penalty: 5096.048828
	Iteration 56Q: 3 clusters Score -3497358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3497356.750000 Penalty: 5096.048828
	Iteration 57Q: 3 clusters Score -3497357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3497360.000000 Penalty: 5096.048828
	Iteration 58Q: 3 clusters Score -3497360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3497356.500000 Penalty: 5096.048828
	Iteration 59Q: 3 clusters Score -3497356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3497356.500000 Penalty: 5096.048828
	Iteration 60F: 3 clusters Score -3497356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Entering Unmasked Estep 
Score: -134015744.000000 Penalty: 103585.164062
Splitting cluster 12 changes total score from -133908264.000000 to -134015744.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (25864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Entering Unmasked Estep 
Score: -3034054.500000 Penalty: 2519.830566
	Iteration 0F: 2 clusters Score -3034054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3016247.000000 Penalty: 5039.661133
	Iteration 0F: 3 clusters Score -3016247 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3026749.500000 Penalty: 5039.661133
	Iteration 1F: 3 clusters Score -3026750 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3031170.250000 Penalty: 5039.661133
	Iteration 2F: 3 clusters Score -3031170 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3035212.250000 Penalty: 5039.661133
	Iteration 3F: 3 clusters Score -3035212 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3037624.750000 Penalty: 5039.661133
	Iteration 4F: 3 clusters Score -3037625 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3039236.750000 Penalty: 5039.661133
	Iteration 5F: 3 clusters Score -3039237 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3040188.000000 Penalty: 5039.661133
	Iteration 6Q: 3 clusters Score -3040188 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3040814.500000 Penalty: 5039.661133
	Iteration 7Q: 3 clusters Score -3040814 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3041803.000000 Penalty: 5039.661133
	Iteration 8Q: 3 clusters Score -3041803 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3043292.000000 Penalty: 5039.661133
	Iteration 9Q: 3 clusters Score -3043292 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3044024.000000 Penalty: 5039.661133
	Iteration 10Q: 3 clusters Score -3044024 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3044190.750000 Penalty: 5039.661133
	Iteration 11Q: 3 clusters Score -3044191 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3044319.750000 Penalty: 5039.661133
	Iteration 12Q: 3 clusters Score -3044320 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3044483.500000 Penalty: 5039.661133
	Iteration 13Q: 3 clusters Score -3044484 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3044647.000000 Penalty: 5039.661133
	Iteration 14Q: 3 clusters Score -3044647 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3044842.750000 Penalty: 5039.661133
	Iteration 15Q: 3 clusters Score -3044843 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3045028.000000 Penalty: 5039.661133
	Iteration 16Q: 3 clusters Score -3045028 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3045276.250000 Penalty: 5039.661133
	Iteration 17Q: 3 clusters Score -3045276 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3045512.500000 Penalty: 5039.661133
	Iteration 18Q: 3 clusters Score -3045512 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3045689.500000 Penalty: 5039.661133
	Iteration 19Q: 3 clusters Score -3045690 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3045818.250000 Penalty: 5039.661133
	Iteration 20F: 3 clusters Score -3045818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3045888.500000 Penalty: 5039.661133
	Iteration 21Q: 3 clusters Score -3045888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3045931.250000 Penalty: 5039.661133
	Iteration 22Q: 3 clusters Score -3045931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3045950.750000 Penalty: 5039.661133
	Iteration 23Q: 3 clusters Score -3045951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3045976.750000 Penalty: 5039.661133
	Iteration 24Q: 3 clusters Score -3045977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3045988.500000 Penalty: 5039.661133
	Iteration 25Q: 3 clusters Score -3045988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3046003.250000 Penalty: 5039.661133
	Iteration 26Q: 3 clusters Score -3046003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3046002.500000 Penalty: 5039.661133
	Iteration 27Q: 3 clusters Score -3046002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3045995.500000 Penalty: 5039.661133
	Iteration 28Q: 3 clusters Score -3045996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3045998.750000 Penalty: 5039.661133
	Iteration 29Q: 3 clusters Score -3045999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3046000.250000 Penalty: 5039.661133
	Iteration 30Q: 3 clusters Score -3046000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3045999.250000 Penalty: 5039.661133
	Iteration 31Q: 3 clusters Score -3045999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3046002.750000 Penalty: 5039.661133
	Iteration 32Q: 3 clusters Score -3046003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3046002.250000 Penalty: 5039.661133
	Iteration 33Q: 3 clusters Score -3046002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3045999.000000 Penalty: 5039.661133
	Iteration 34Q: 3 clusters Score -3045999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3046002.500000 Penalty: 5039.661133
	Iteration 35Q: 3 clusters Score -3046002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3046002.500000 Penalty: 5039.661133
	Iteration 36F: 3 clusters Score -3046002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 29173 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Entering Unmasked Estep 
Score: -134026768.000000 Penalty: 107038.000000
Splitting cluster 14 changes total score from -133908264.000000 to -134026768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (29173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Entering Unmasked Estep 
Score: -3571622.000000 Penalty: 2549.687744
	Iteration 0F: 2 clusters Score -3571622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3551506.000000 Penalty: 5099.375488
	Iteration 0F: 3 clusters Score -3551506 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3558928.750000 Penalty: 5099.375488
	Iteration 1F: 3 clusters Score -3558929 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3559756.000000 Penalty: 5099.375488
	Iteration 2F: 3 clusters Score -3559756 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3560784.000000 Penalty: 5099.375488
	Iteration 3F: 3 clusters Score -3560784 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3562100.000000 Penalty: 5099.375488
	Iteration 4F: 3 clusters Score -3562100 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3563784.750000 Penalty: 5099.375488
	Iteration 5F: 3 clusters Score -3563785 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3565886.750000 Penalty: 5099.375488
	Iteration 6F: 3 clusters Score -3565887 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3568153.000000 Penalty: 5099.375488
	Iteration 7F: 3 clusters Score -3568153 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3569937.250000 Penalty: 5099.375488
	Iteration 8F: 3 clusters Score -3569937 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3570999.500000 Penalty: 5099.375488
	Iteration 9Q: 3 clusters Score -3571000 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3571664.750000 Penalty: 5099.375488
	Iteration 10Q: 3 clusters Score -3571665 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3572101.250000 Penalty: 5099.375488
	Iteration 11Q: 3 clusters Score -3572101 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3572388.750000 Penalty: 5099.375488
	Iteration 12Q: 3 clusters Score -3572389 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3572568.500000 Penalty: 5099.375488
	Iteration 13Q: 3 clusters Score -3572568 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3572683.500000 Penalty: 5099.375488
	Iteration 14Q: 3 clusters Score -3572684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3572786.000000 Penalty: 5099.375488
	Iteration 15Q: 3 clusters Score -3572786 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3572880.750000 Penalty: 5099.375488
	Iteration 16Q: 3 clusters Score -3572881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3572944.500000 Penalty: 5099.375488
	Iteration 17Q: 3 clusters Score -3572944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3572978.000000 Penalty: 5099.375488
	Iteration 18Q: 3 clusters Score -3572978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3573010.250000 Penalty: 5099.375488
	Iteration 19Q: 3 clusters Score -3573010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3573023.250000 Penalty: 5099.375488
	Iteration 20F: 3 clusters Score -3573023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3573052.000000 Penalty: 5099.375488
	Iteration 21Q: 3 clusters Score -3573052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3573064.750000 Penalty: 5099.375488
	Iteration 22Q: 3 clusters Score -3573065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3573052.750000 Penalty: 5099.375488
	Iteration 23Q: 3 clusters Score -3573053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3573061.500000 Penalty: 5099.375488
	Iteration 24Q: 3 clusters Score -3573062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3573094.750000 Penalty: 5099.375488
	Iteration 25Q: 3 clusters Score -3573095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3573109.000000 Penalty: 5099.375488
	Iteration 26Q: 3 clusters Score -3573109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3573116.000000 Penalty: 5099.375488
	Iteration 27Q: 3 clusters Score -3573116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3573116.250000 Penalty: 5099.375488
	Iteration 28Q: 3 clusters Score -3573116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3573124.750000 Penalty: 5099.375488
	Iteration 29Q: 3 clusters Score -3573125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3573140.250000 Penalty: 5099.375488
	Iteration 30Q: 3 clusters Score -3573140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3573150.500000 Penalty: 5099.375488
	Iteration 31Q: 3 clusters Score -3573150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3573157.500000 Penalty: 5099.375488
	Iteration 32Q: 3 clusters Score -3573158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3573154.000000 Penalty: 5099.375488
	Iteration 33Q: 3 clusters Score -3573154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3573150.000000 Penalty: 5099.375488
	Iteration 34Q: 3 clusters Score -3573150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3573146.750000 Penalty: 5099.375488
	Iteration 35Q: 3 clusters Score -3573147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3573157.000000 Penalty: 5099.375488
	Iteration 36Q: 3 clusters Score -3573157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3573158.500000 Penalty: 5099.375488
	Iteration 37Q: 3 clusters Score -3573158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3573159.750000 Penalty: 5099.375488
	Iteration 38Q: 3 clusters Score -3573160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3573175.500000 Penalty: 5099.375488
	Iteration 39Q: 3 clusters Score -3573176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3573174.250000 Penalty: 5099.375488
	Iteration 40F: 3 clusters Score -3573174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3573187.000000 Penalty: 5099.375488
	Iteration 41Q: 3 clusters Score -3573187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3573186.750000 Penalty: 5099.375488
	Iteration 42Q: 3 clusters Score -3573187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3573185.000000 Penalty: 5099.375488
	Iteration 43Q: 3 clusters Score -3573185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3573178.750000 Penalty: 5099.375488
	Iteration 44Q: 3 clusters Score -3573179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3573182.000000 Penalty: 5099.375488
	Iteration 45Q: 3 clusters Score -3573182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3573191.750000 Penalty: 5099.375488
	Iteration 46Q: 3 clusters Score -3573192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3573181.750000 Penalty: 5099.375488
	Iteration 47Q: 3 clusters Score -3573182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3573197.000000 Penalty: 5099.375488
	Iteration 48Q: 3 clusters Score -3573197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3573190.000000 Penalty: 5099.375488
	Iteration 49Q: 3 clusters Score -3573190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3573197.500000 Penalty: 5099.375488
	Iteration 50Q: 3 clusters Score -3573198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3573194.250000 Penalty: 5099.375488
	Iteration 51Q: 3 clusters Score -3573194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3573194.500000 Penalty: 5099.375488
	Iteration 52Q: 3 clusters Score -3573194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3573203.500000 Penalty: 5099.375488
	Iteration 53Q: 3 clusters Score -3573204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3573210.750000 Penalty: 5099.375488
	Iteration 54Q: 3 clusters Score -3573211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3573209.250000 Penalty: 5099.375488
	Iteration 55Q: 3 clusters Score -3573209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3573208.750000 Penalty: 5099.375488
	Iteration 56Q: 3 clusters Score -3573209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3573208.750000 Penalty: 5099.375488
	Iteration 57Q: 3 clusters Score -3573209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3573208.250000 Penalty: 5099.375488
	Iteration 58Q: 3 clusters Score -3573208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3573205.750000 Penalty: 5099.375488
	Iteration 59Q: 3 clusters Score -3573206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3573208.000000 Penalty: 5099.375488
	Iteration 60F: 3 clusters Score -3573208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3573206.500000 Penalty: 5099.375488
	Iteration 61Q: 3 clusters Score -3573206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3573207.750000 Penalty: 5099.375488
	Iteration 62Q: 3 clusters Score -3573208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3573208.500000 Penalty: 5099.375488
	Iteration 63Q: 3 clusters Score -3573208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3573211.750000 Penalty: 5099.375488
	Iteration 64Q: 3 clusters Score -3573212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3573205.000000 Penalty: 5099.375488
	Iteration 65Q: 3 clusters Score -3573205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3573206.250000 Penalty: 5099.375488
	Iteration 66Q: 3 clusters Score -3573206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3573210.000000 Penalty: 5099.375488
	Iteration 67Q: 3 clusters Score -3573210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3573203.000000 Penalty: 5099.375488
	Iteration 68Q: 3 clusters Score -3573203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3573208.250000 Penalty: 5099.375488
	Iteration 69Q: 3 clusters Score -3573208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3573205.500000 Penalty: 5099.375488
	Iteration 70Q: 3 clusters Score -3573206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3573209.000000 Penalty: 5099.375488
	Iteration 71Q: 3 clusters Score -3573209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3573207.500000 Penalty: 5099.375488
	Iteration 72Q: 3 clusters Score -3573208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3573207.500000 Penalty: 5099.375488
	Iteration 73F: 3 clusters Score -3573208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 214803 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 23683 members 
Entering Unmasked Estep 
Score: -134028064.000000 Penalty: 110490.843750
Splitting cluster 15 changes total score from -133908264.000000 to -134028064.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (214803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214803 members 
Entering Unmasked Estep 
Score: -26993030.000000 Penalty: 3044.814209
	Iteration 0F: 2 clusters Score -2.699303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -26860252.000000 Penalty: 6089.628418
	Iteration 0F: 3 clusters Score -2.686025e+07 nChanged 103306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -26920830.000000 Penalty: 6089.628418
	Iteration 1F: 3 clusters Score -2.692083e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -26922210.000000 Penalty: 6089.628418
	Iteration 2Q: 3 clusters Score -2.692221e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -26924234.000000 Penalty: 6089.628418
	Iteration 3Q: 3 clusters Score -2.692423e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -26928504.000000 Penalty: 6089.628418
	Iteration 4Q: 3 clusters Score -2.69285e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138486 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -26936122.000000 Penalty: 6089.628418
	Iteration 5F: 3 clusters Score -2.693612e+07 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -26949682.000000 Penalty: 6089.628418
	Iteration 6F: 3 clusters Score -2.694968e+07 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -26967018.000000 Penalty: 6089.628418
	Iteration 7F: 3 clusters Score -2.696702e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183873 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -26981368.000000 Penalty: 6089.628418
	Iteration 8F: 3 clusters Score -2.698137e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189903 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -26990804.000000 Penalty: 6089.628418
	Iteration 9Q: 3 clusters Score -2.69908e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190971 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -26996166.000000 Penalty: 6089.628418
	Iteration 10Q: 3 clusters Score -2.699617e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189960 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -27000132.000000 Penalty: 6089.628418
	Iteration 11Q: 3 clusters Score -2.700013e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -27003732.000000 Penalty: 6089.628418
	Iteration 12Q: 3 clusters Score -2.700373e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185916 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -27007492.000000 Penalty: 6089.628418
	Iteration 13Q: 3 clusters Score -2.700749e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183597 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -27011404.000000 Penalty: 6089.628418
	Iteration 14Q: 3 clusters Score -2.70114e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -27014730.000000 Penalty: 6089.628418
	Iteration 15Q: 3 clusters Score -2.701473e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179591 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -27017438.000000 Penalty: 6089.628418
	Iteration 16Q: 3 clusters Score -2.701744e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178222 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -27019538.000000 Penalty: 6089.628418
	Iteration 17Q: 3 clusters Score -2.701954e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -27021082.000000 Penalty: 6089.628418
	Iteration 18Q: 3 clusters Score -2.702108e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -27022404.000000 Penalty: 6089.628418
	Iteration 19Q: 3 clusters Score -2.70224e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177315 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -27023670.000000 Penalty: 6089.628418
	Iteration 20F: 3 clusters Score -2.702367e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177771 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -27024630.000000 Penalty: 6089.628418
	Iteration 21Q: 3 clusters Score -2.702463e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -27025264.000000 Penalty: 6089.628418
	Iteration 22Q: 3 clusters Score -2.702526e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -27025748.000000 Penalty: 6089.628418
	Iteration 23Q: 3 clusters Score -2.702575e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -27025884.000000 Penalty: 6089.628418
	Iteration 24Q: 3 clusters Score -2.702588e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179945 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -27025966.000000 Penalty: 6089.628418
	Iteration 25Q: 3 clusters Score -2.702597e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180263 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -27025966.000000 Penalty: 6089.628418
	Iteration 26Q: 3 clusters Score -2.702597e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -27025958.000000 Penalty: 6089.628418
	Iteration 27Q: 3 clusters Score -2.702596e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -27025960.000000 Penalty: 6089.628418
	Iteration 28Q: 3 clusters Score -2.702596e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -27026010.000000 Penalty: 6089.628418
	Iteration 29Q: 3 clusters Score -2.702601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -27025984.000000 Penalty: 6089.628418
	Iteration 30Q: 3 clusters Score -2.702598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -27026008.000000 Penalty: 6089.628418
	Iteration 31Q: 3 clusters Score -2.702601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181030 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -27025986.000000 Penalty: 6089.628418
	Iteration 32Q: 3 clusters Score -2.702599e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -27026006.000000 Penalty: 6089.628418
	Iteration 33Q: 3 clusters Score -2.702601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181101 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -27025974.000000 Penalty: 6089.628418
	Iteration 34Q: 3 clusters Score -2.702597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -27025984.000000 Penalty: 6089.628418
	Iteration 35Q: 3 clusters Score -2.702598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181158 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -27025936.000000 Penalty: 6089.628418
	Iteration 36Q: 3 clusters Score -2.702594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -27025932.000000 Penalty: 6089.628418
	Iteration 37Q: 3 clusters Score -2.702593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -27025920.000000 Penalty: 6089.628418
	Iteration 38Q: 3 clusters Score -2.702592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -27025940.000000 Penalty: 6089.628418
	Iteration 39Q: 3 clusters Score -2.702594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -27025942.000000 Penalty: 6089.628418
	Iteration 40F: 3 clusters Score -2.702594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181201 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -27025946.000000 Penalty: 6089.628418
	Iteration 41Q: 3 clusters Score -2.702595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181201 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -27025946.000000 Penalty: 6089.628418
	Iteration 42F: 3 clusters Score -2.702595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 181201 members 
Mstep: Class 17 contains 184400 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 23683 members 
Mstep: Class 33 contains 33602 members 
Entering Unmasked Estep 
Score: -134058480.000000 Penalty: 113943.679688
Splitting cluster 16 changes total score from -133908264.000000 to -134058480.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (184400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184400 members 
Entering Unmasked Estep 
Score: -22714968.000000 Penalty: 3006.965820
	Iteration 0F: 2 clusters Score -2.271497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -22592580.000000 Penalty: 6013.931641
	Iteration 0F: 3 clusters Score -2.259258e+07 nChanged 88602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -22644032.000000 Penalty: 6013.931641
	Iteration 1F: 3 clusters Score -2.264403e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -22645654.000000 Penalty: 6013.931641
	Iteration 2Q: 3 clusters Score -2.264565e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -22648236.000000 Penalty: 6013.931641
	Iteration 3Q: 3 clusters Score -2.264824e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -22652340.000000 Penalty: 6013.931641
	Iteration 4Q: 3 clusters Score -2.265234e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 91893 members 
Entering Unmasked Estep 
Score: -22658754.000000 Penalty: 6013.931641
	Iteration 5F: 3 clusters Score -2.265875e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -22667660.000000 Penalty: 6013.931641
	Iteration 6F: 3 clusters Score -2.266766e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -22678026.000000 Penalty: 6013.931641
	Iteration 7F: 3 clusters Score -2.267803e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -22687072.000000 Penalty: 6013.931641
	Iteration 8F: 3 clusters Score -2.268707e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -22692596.000000 Penalty: 6013.931641
	Iteration 9F: 3 clusters Score -2.26926e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -22695170.000000 Penalty: 6013.931641
	Iteration 10Q: 3 clusters Score -2.269517e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106802 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -22696832.000000 Penalty: 6013.931641
	Iteration 11Q: 3 clusters Score -2.269683e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -22697916.000000 Penalty: 6013.931641
	Iteration 12Q: 3 clusters Score -2.269792e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -22699202.000000 Penalty: 6013.931641
	Iteration 13Q: 3 clusters Score -2.26992e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112729 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -22700100.000000 Penalty: 6013.931641
	Iteration 14Q: 3 clusters Score -2.27001e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -22701010.000000 Penalty: 6013.931641
	Iteration 15Q: 3 clusters Score -2.270101e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -22701904.000000 Penalty: 6013.931641
	Iteration 16Q: 3 clusters Score -2.27019e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -22702806.000000 Penalty: 6013.931641
	Iteration 17Q: 3 clusters Score -2.270281e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -22703764.000000 Penalty: 6013.931641
	Iteration 18Q: 3 clusters Score -2.270376e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -22704734.000000 Penalty: 6013.931641
	Iteration 19Q: 3 clusters Score -2.270473e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -22706028.000000 Penalty: 6013.931641
	Iteration 20F: 3 clusters Score -2.270603e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125931 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -22707076.000000 Penalty: 6013.931641
	Iteration 21Q: 3 clusters Score -2.270708e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -22707886.000000 Penalty: 6013.931641
	Iteration 22Q: 3 clusters Score -2.270789e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -22708964.000000 Penalty: 6013.931641
	Iteration 23Q: 3 clusters Score -2.270896e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -22709950.000000 Penalty: 6013.931641
	Iteration 24Q: 3 clusters Score -2.270995e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -22710772.000000 Penalty: 6013.931641
	Iteration 25Q: 3 clusters Score -2.271077e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133975 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -22711378.000000 Penalty: 6013.931641
	Iteration 26Q: 3 clusters Score -2.271138e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -22711928.000000 Penalty: 6013.931641
	Iteration 27Q: 3 clusters Score -2.271193e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -22712450.000000 Penalty: 6013.931641
	Iteration 28Q: 3 clusters Score -2.271245e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137892 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -22712968.000000 Penalty: 6013.931641
	Iteration 29Q: 3 clusters Score -2.271297e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139187 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -22713344.000000 Penalty: 6013.931641
	Iteration 30Q: 3 clusters Score -2.271334e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -22713668.000000 Penalty: 6013.931641
	Iteration 31Q: 3 clusters Score -2.271367e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -22714190.000000 Penalty: 6013.931641
	Iteration 32Q: 3 clusters Score -2.271419e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -22714592.000000 Penalty: 6013.931641
	Iteration 33Q: 3 clusters Score -2.271459e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -22715124.000000 Penalty: 6013.931641
	Iteration 34Q: 3 clusters Score -2.271512e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -22715662.000000 Penalty: 6013.931641
	Iteration 35Q: 3 clusters Score -2.271566e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -22716228.000000 Penalty: 6013.931641
	Iteration 36Q: 3 clusters Score -2.271623e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -22716810.000000 Penalty: 6013.931641
	Iteration 37Q: 3 clusters Score -2.271681e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -22717306.000000 Penalty: 6013.931641
	Iteration 38Q: 3 clusters Score -2.271731e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -22717752.000000 Penalty: 6013.931641
	Iteration 39Q: 3 clusters Score -2.271775e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -22718218.000000 Penalty: 6013.931641
	Iteration 40F: 3 clusters Score -2.271822e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -22718616.000000 Penalty: 6013.931641
	Iteration 41Q: 3 clusters Score -2.271862e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -22718816.000000 Penalty: 6013.931641
	Iteration 42Q: 3 clusters Score -2.271882e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -22719004.000000 Penalty: 6013.931641
	Iteration 43Q: 3 clusters Score -2.2719e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -22719314.000000 Penalty: 6013.931641
	Iteration 44Q: 3 clusters Score -2.271931e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -22719452.000000 Penalty: 6013.931641
	Iteration 45Q: 3 clusters Score -2.271945e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -22719486.000000 Penalty: 6013.931641
	Iteration 46Q: 3 clusters Score -2.271949e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -22719622.000000 Penalty: 6013.931641
	Iteration 47Q: 3 clusters Score -2.271962e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -22719682.000000 Penalty: 6013.931641
	Iteration 48Q: 3 clusters Score -2.271968e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -22719812.000000 Penalty: 6013.931641
	Iteration 49Q: 3 clusters Score -2.271981e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -22720010.000000 Penalty: 6013.931641
	Iteration 50Q: 3 clusters Score -2.272001e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162515 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -22720232.000000 Penalty: 6013.931641
	Iteration 51Q: 3 clusters Score -2.272023e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -22720302.000000 Penalty: 6013.931641
	Iteration 52Q: 3 clusters Score -2.27203e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -22720400.000000 Penalty: 6013.931641
	Iteration 53Q: 3 clusters Score -2.27204e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -22720476.000000 Penalty: 6013.931641
	Iteration 54Q: 3 clusters Score -2.272048e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -22720558.000000 Penalty: 6013.931641
	Iteration 55Q: 3 clusters Score -2.272056e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -22720610.000000 Penalty: 6013.931641
	Iteration 56Q: 3 clusters Score -2.272061e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -22720632.000000 Penalty: 6013.931641
	Iteration 57Q: 3 clusters Score -2.272063e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -22720586.000000 Penalty: 6013.931641
	Iteration 58Q: 3 clusters Score -2.272059e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -22720676.000000 Penalty: 6013.931641
	Iteration 59Q: 3 clusters Score -2.272068e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -22720718.000000 Penalty: 6013.931641
	Iteration 60F: 3 clusters Score -2.272072e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -22720712.000000 Penalty: 6013.931641
	Iteration 61Q: 3 clusters Score -2.272071e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -22720690.000000 Penalty: 6013.931641
	Iteration 62Q: 3 clusters Score -2.272069e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167844 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -22720748.000000 Penalty: 6013.931641
	Iteration 63Q: 3 clusters Score -2.272075e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -22720774.000000 Penalty: 6013.931641
	Iteration 64Q: 3 clusters Score -2.272077e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -22720812.000000 Penalty: 6013.931641
	Iteration 65Q: 3 clusters Score -2.272081e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168395 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -22720794.000000 Penalty: 6013.931641
	Iteration 66Q: 3 clusters Score -2.272079e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -22720752.000000 Penalty: 6013.931641
	Iteration 67Q: 3 clusters Score -2.272075e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168733 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -22720792.000000 Penalty: 6013.931641
	Iteration 68Q: 3 clusters Score -2.272079e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -22720790.000000 Penalty: 6013.931641
	Iteration 69Q: 3 clusters Score -2.272079e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -22720806.000000 Penalty: 6013.931641
	Iteration 70Q: 3 clusters Score -2.272081e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -22720760.000000 Penalty: 6013.931641
	Iteration 71Q: 3 clusters Score -2.272076e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -22720814.000000 Penalty: 6013.931641
	Iteration 72Q: 3 clusters Score -2.272081e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -22720830.000000 Penalty: 6013.931641
	Iteration 73Q: 3 clusters Score -2.272083e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169735 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -22720872.000000 Penalty: 6013.931641
	Iteration 74Q: 3 clusters Score -2.272087e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -22720866.000000 Penalty: 6013.931641
	Iteration 75Q: 3 clusters Score -2.272087e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -22720866.000000 Penalty: 6013.931641
	Iteration 76Q: 3 clusters Score -2.272087e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -22720910.000000 Penalty: 6013.931641
	Iteration 77Q: 3 clusters Score -2.272091e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170217 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -22720922.000000 Penalty: 6013.931641
	Iteration 78Q: 3 clusters Score -2.272092e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -22720930.000000 Penalty: 6013.931641
	Iteration 79Q: 3 clusters Score -2.272093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170386 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -22720932.000000 Penalty: 6013.931641
	Iteration 80F: 3 clusters Score -2.272093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -22720938.000000 Penalty: 6013.931641
	Iteration 81Q: 3 clusters Score -2.272094e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -22720926.000000 Penalty: 6013.931641
	Iteration 82Q: 3 clusters Score -2.272093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170581 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -22720932.000000 Penalty: 6013.931641
	Iteration 83Q: 3 clusters Score -2.272093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -22720898.000000 Penalty: 6013.931641
	Iteration 84Q: 3 clusters Score -2.27209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -22720878.000000 Penalty: 6013.931641
	Iteration 85Q: 3 clusters Score -2.272088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -22720880.000000 Penalty: 6013.931641
	Iteration 86Q: 3 clusters Score -2.272088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 6013.931641
	Iteration 87Q: 3 clusters Score -2.272091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -22720942.000000 Penalty: 6013.931641
	Iteration 88Q: 3 clusters Score -2.272094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170834 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -22720956.000000 Penalty: 6013.931641
	Iteration 89Q: 3 clusters Score -2.272096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -22720980.000000 Penalty: 6013.931641
	Iteration 90Q: 3 clusters Score -2.272098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170900 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -22720968.000000 Penalty: 6013.931641
	Iteration 91Q: 3 clusters Score -2.272097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -22720960.000000 Penalty: 6013.931641
	Iteration 92Q: 3 clusters Score -2.272096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -22720958.000000 Penalty: 6013.931641
	Iteration 93Q: 3 clusters Score -2.272096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -22720924.000000 Penalty: 6013.931641
	Iteration 94Q: 3 clusters Score -2.272092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -22720946.000000 Penalty: 6013.931641
	Iteration 95Q: 3 clusters Score -2.272095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -22720930.000000 Penalty: 6013.931641
	Iteration 96Q: 3 clusters Score -2.272093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -22720934.000000 Penalty: 6013.931641
	Iteration 97Q: 3 clusters Score -2.272093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -22720952.000000 Penalty: 6013.931641
	Iteration 98Q: 3 clusters Score -2.272095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -22720946.000000 Penalty: 6013.931641
	Iteration 99Q: 3 clusters Score -2.272095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171055 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -22720960.000000 Penalty: 6013.931641
	Iteration 100F: 3 clusters Score -2.272096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -22720970.000000 Penalty: 6013.931641
	Iteration 101Q: 3 clusters Score -2.272097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -22720954.000000 Penalty: 6013.931641
	Iteration 102Q: 3 clusters Score -2.272095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -22720954.000000 Penalty: 6013.931641
	Iteration 103Q: 3 clusters Score -2.272095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -22720956.000000 Penalty: 6013.931641
	Iteration 104Q: 3 clusters Score -2.272096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -22720938.000000 Penalty: 6013.931641
	Iteration 105Q: 3 clusters Score -2.272094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -22720924.000000 Penalty: 6013.931641
	Iteration 106Q: 3 clusters Score -2.272092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -22720902.000000 Penalty: 6013.931641
	Iteration 107Q: 3 clusters Score -2.27209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -22720900.000000 Penalty: 6013.931641
	Iteration 108Q: 3 clusters Score -2.27209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 6013.931641
	Iteration 109Q: 3 clusters Score -2.272091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -22720904.000000 Penalty: 6013.931641
	Iteration 110Q: 3 clusters Score -2.27209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -22720914.000000 Penalty: 6013.931641
	Iteration 111Q: 3 clusters Score -2.272091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171149 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -22720900.000000 Penalty: 6013.931641
	Iteration 112Q: 3 clusters Score -2.27209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -22720902.000000 Penalty: 6013.931641
	Iteration 113Q: 3 clusters Score -2.27209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171165 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 6013.931641
	Iteration 114Q: 3 clusters Score -2.272092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 115Q: 3 clusters Score -2.272091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -22720900.000000 Penalty: 6013.931641
	Iteration 116Q: 3 clusters Score -2.27209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 117Q: 3 clusters Score -2.272091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 118Q: 3 clusters Score -2.272091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -22720932.000000 Penalty: 6013.931641
	Iteration 119Q: 3 clusters Score -2.272093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -22720930.000000 Penalty: 6013.931641
	Iteration 120F: 3 clusters Score -2.272093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171238 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 6013.931641
	Iteration 121Q: 3 clusters Score -2.272092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -22720910.000000 Penalty: 6013.931641
	Iteration 122Q: 3 clusters Score -2.272091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -22720910.000000 Penalty: 6013.931641
	Iteration 123Q: 3 clusters Score -2.272091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171282 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -22720888.000000 Penalty: 6013.931641
	Iteration 124Q: 3 clusters Score -2.272089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -22720890.000000 Penalty: 6013.931641
	Iteration 125Q: 3 clusters Score -2.272089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -22720904.000000 Penalty: 6013.931641
	Iteration 126Q: 3 clusters Score -2.27209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 127Q: 3 clusters Score -2.272091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -22720904.000000 Penalty: 6013.931641
	Iteration 128Q: 3 clusters Score -2.27209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171329 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -22720894.000000 Penalty: 6013.931641
	Iteration 129Q: 3 clusters Score -2.272089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 130Q: 3 clusters Score -2.272091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 6013.931641
	Iteration 131Q: 3 clusters Score -2.272092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -22720912.000000 Penalty: 6013.931641
	Iteration 132Q: 3 clusters Score -2.272091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -22720930.000000 Penalty: 6013.931641
	Iteration 133Q: 3 clusters Score -2.272093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -22720916.000000 Penalty: 6013.931641
	Iteration 134Q: 3 clusters Score -2.272092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -22720902.000000 Penalty: 6013.931641
	Iteration 135Q: 3 clusters Score -2.27209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -22720916.000000 Penalty: 6013.931641
	Iteration 136Q: 3 clusters Score -2.272092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -22720922.000000 Penalty: 6013.931641
	Iteration 137Q: 3 clusters Score -2.272092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -22720926.000000 Penalty: 6013.931641
	Iteration 138Q: 3 clusters Score -2.272093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -22720926.000000 Penalty: 6013.931641
	Iteration 139F: 3 clusters Score -2.272093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 181201 members 
Mstep: Class 17 contains 171399 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 23683 members 
Mstep: Class 33 contains 33602 members 
Mstep: Class 34 contains 13001 members 
Entering Unmasked Estep 
Score: -134063992.000000 Penalty: 117396.515625
Splitting cluster 17 changes total score from -133908264.000000 to -134063992.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (30981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Entering Unmasked Estep 
Score: -3890044.750000 Penalty: 2564.600098
	Iteration 0F: 2 clusters Score -3890045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3868807.500000 Penalty: 5129.200195
	Iteration 0F: 3 clusters Score -3868808 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3876634.500000 Penalty: 5129.200195
	Iteration 1F: 3 clusters Score -3876634 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3877446.500000 Penalty: 5129.200195
	Iteration 2F: 3 clusters Score -3877446 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3878479.500000 Penalty: 5129.200195
	Iteration 3F: 3 clusters Score -3878480 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3879674.500000 Penalty: 5129.200195
	Iteration 4F: 3 clusters Score -3879674 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3880988.250000 Penalty: 5129.200195
	Iteration 5F: 3 clusters Score -3880988 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3882373.500000 Penalty: 5129.200195
	Iteration 6F: 3 clusters Score -3882374 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3883679.500000 Penalty: 5129.200195
	Iteration 7F: 3 clusters Score -3883680 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3884785.000000 Penalty: 5129.200195
	Iteration 8Q: 3 clusters Score -3884785 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3885756.250000 Penalty: 5129.200195
	Iteration 9Q: 3 clusters Score -3885756 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3886411.000000 Penalty: 5129.200195
	Iteration 10Q: 3 clusters Score -3886411 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3886852.500000 Penalty: 5129.200195
	Iteration 11Q: 3 clusters Score -3886852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3887151.250000 Penalty: 5129.200195
	Iteration 12Q: 3 clusters Score -3887151 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3887352.750000 Penalty: 5129.200195
	Iteration 13Q: 3 clusters Score -3887353 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3887501.250000 Penalty: 5129.200195
	Iteration 14Q: 3 clusters Score -3887501 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3887603.000000 Penalty: 5129.200195
	Iteration 15Q: 3 clusters Score -3887603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3887694.000000 Penalty: 5129.200195
	Iteration 16Q: 3 clusters Score -3887694 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3887771.250000 Penalty: 5129.200195
	Iteration 17Q: 3 clusters Score -3887771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3887834.500000 Penalty: 5129.200195
	Iteration 18Q: 3 clusters Score -3887834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3887874.750000 Penalty: 5129.200195
	Iteration 19Q: 3 clusters Score -3887875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3887922.750000 Penalty: 5129.200195
	Iteration 20F: 3 clusters Score -3887923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3887947.750000 Penalty: 5129.200195
	Iteration 21Q: 3 clusters Score -3887948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3887967.000000 Penalty: 5129.200195
	Iteration 22Q: 3 clusters Score -3887967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3887987.250000 Penalty: 5129.200195
	Iteration 23Q: 3 clusters Score -3887987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3888001.000000 Penalty: 5129.200195
	Iteration 24Q: 3 clusters Score -3888001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3888006.250000 Penalty: 5129.200195
	Iteration 25Q: 3 clusters Score -3888006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3888014.500000 Penalty: 5129.200195
	Iteration 26Q: 3 clusters Score -3888014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3888016.250000 Penalty: 5129.200195
	Iteration 27Q: 3 clusters Score -3888016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3888021.000000 Penalty: 5129.200195
	Iteration 28Q: 3 clusters Score -3888021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3888023.250000 Penalty: 5129.200195
	Iteration 29Q: 3 clusters Score -3888023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3888030.250000 Penalty: 5129.200195
	Iteration 30Q: 3 clusters Score -3888030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3888034.250000 Penalty: 5129.200195
	Iteration 31Q: 3 clusters Score -3888034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3888036.500000 Penalty: 5129.200195
	Iteration 32Q: 3 clusters Score -3888036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3888042.000000 Penalty: 5129.200195
	Iteration 33Q: 3 clusters Score -3888042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3888050.750000 Penalty: 5129.200195
	Iteration 34Q: 3 clusters Score -3888051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3888055.750000 Penalty: 5129.200195
	Iteration 35Q: 3 clusters Score -3888056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3888063.250000 Penalty: 5129.200195
	Iteration 36Q: 3 clusters Score -3888063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3888063.250000 Penalty: 5129.200195
	Iteration 37Q: 3 clusters Score -3888063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3888067.000000 Penalty: 5129.200195
	Iteration 38Q: 3 clusters Score -3888067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3888068.750000 Penalty: 5129.200195
	Iteration 39Q: 3 clusters Score -3888069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3888068.750000 Penalty: 5129.200195
	Iteration 40F: 3 clusters Score -3888069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Entering Unmasked Estep 
Score: -2921324.000000 Penalty: 2438.267334
	Iteration 0F: 2 clusters Score -2921324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2910682.000000 Penalty: 4876.534668
	Iteration 0F: 3 clusters Score -2910682 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2936590.250000 Penalty: 4876.534668
	Iteration 1F: 3 clusters Score -2936590 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2949464.250000 Penalty: 4876.534668
	Iteration 2F: 3 clusters Score -2949464 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2951191.250000 Penalty: 4876.534668
	Iteration 3F: 3 clusters Score -2951191 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2951591.750000 Penalty: 4876.534668
	Iteration 4Q: 3 clusters Score -2951592 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2951673.750000 Penalty: 4876.534668
	Iteration 5Q: 3 clusters Score -2951674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2951701.000000 Penalty: 4876.534668
	Iteration 6Q: 3 clusters Score -2951701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2951741.750000 Penalty: 4876.534668
	Iteration 7Q: 3 clusters Score -2951742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2951794.250000 Penalty: 4876.534668
	Iteration 8Q: 3 clusters Score -2951794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2951785.250000 Penalty: 4876.534668
	Iteration 9Q: 3 clusters Score -2951785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2951814.500000 Penalty: 4876.534668
	Iteration 10Q: 3 clusters Score -2951814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2951848.250000 Penalty: 4876.534668
	Iteration 11Q: 3 clusters Score -2951848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2951856.250000 Penalty: 4876.534668
	Iteration 12Q: 3 clusters Score -2951856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2951848.750000 Penalty: 4876.534668
	Iteration 13Q: 3 clusters Score -2951849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2951881.500000 Penalty: 4876.534668
	Iteration 14Q: 3 clusters Score -2951882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2951883.750000 Penalty: 4876.534668
	Iteration 15Q: 3 clusters Score -2951884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2951881.750000 Penalty: 4876.534668
	Iteration 16Q: 3 clusters Score -2951882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2951914.750000 Penalty: 4876.534668
	Iteration 17Q: 3 clusters Score -2951915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2951926.250000 Penalty: 4876.534668
	Iteration 18Q: 3 clusters Score -2951926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2951972.500000 Penalty: 4876.534668
	Iteration 19Q: 3 clusters Score -2951972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2952107.000000 Penalty: 4876.534668
	Iteration 20F: 3 clusters Score -2952107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2953321.250000 Penalty: 4876.534668
	Iteration 21Q: 3 clusters Score -2953321 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2953928.750000 Penalty: 4876.534668
	Iteration 22Q: 3 clusters Score -2953929 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2954098.000000 Penalty: 4876.534668
	Iteration 23Q: 3 clusters Score -2954098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2954157.750000 Penalty: 4876.534668
	Iteration 24Q: 3 clusters Score -2954158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2954153.750000 Penalty: 4876.534668
	Iteration 25Q: 3 clusters Score -2954154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2954206.750000 Penalty: 4876.534668
	Iteration 26Q: 3 clusters Score -2954207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2954130.250000 Penalty: 4876.534668
	Iteration 27Q: 3 clusters Score -2954130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2954173.000000 Penalty: 4876.534668
	Iteration 28Q: 3 clusters Score -2954173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954161.000000 Penalty: 4876.534668
	Iteration 29Q: 3 clusters Score -2954161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2954181.000000 Penalty: 4876.534668
	Iteration 30Q: 3 clusters Score -2954181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2954164.750000 Penalty: 4876.534668
	Iteration 31Q: 3 clusters Score -2954165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2954102.750000 Penalty: 4876.534668
	Iteration 32Q: 3 clusters Score -2954103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2954140.750000 Penalty: 4876.534668
	Iteration 33Q: 3 clusters Score -2954141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2954186.000000 Penalty: 4876.534668
	Iteration 34Q: 3 clusters Score -2954186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2954197.500000 Penalty: 4876.534668
	Iteration 35Q: 3 clusters Score -2954198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2954113.000000 Penalty: 4876.534668
	Iteration 36Q: 3 clusters Score -2954113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2954198.250000 Penalty: 4876.534668
	Iteration 37Q: 3 clusters Score -2954198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2954212.750000 Penalty: 4876.534668
	Iteration 38Q: 3 clusters Score -2954213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2954192.000000 Penalty: 4876.534668
	Iteration 39Q: 3 clusters Score -2954192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954160.250000 Penalty: 4876.534668
	Iteration 40F: 3 clusters Score -2954160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954135.500000 Penalty: 4876.534668
	Iteration 41Q: 3 clusters Score -2954136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2954167.000000 Penalty: 4876.534668
	Iteration 42Q: 3 clusters Score -2954167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2954195.500000 Penalty: 4876.534668
	Iteration 43Q: 3 clusters Score -2954196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2954165.500000 Penalty: 4876.534668
	Iteration 44Q: 3 clusters Score -2954166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2954191.000000 Penalty: 4876.534668
	Iteration 45Q: 3 clusters Score -2954191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954191.250000 Penalty: 4876.534668
	Iteration 46Q: 3 clusters Score -2954191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2954165.000000 Penalty: 4876.534668
	Iteration 47Q: 3 clusters Score -2954165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2954198.500000 Penalty: 4876.534668
	Iteration 48Q: 3 clusters Score -2954198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2954191.250000 Penalty: 4876.534668
	Iteration 49Q: 3 clusters Score -2954191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2954213.000000 Penalty: 4876.534668
	Iteration 50Q: 3 clusters Score -2954213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954169.500000 Penalty: 4876.534668
	Iteration 51Q: 3 clusters Score -2954170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954171.000000 Penalty: 4876.534668
	Iteration 52Q: 3 clusters Score -2954171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954161.000000 Penalty: 4876.534668
	Iteration 53Q: 3 clusters Score -2954161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954173.500000 Penalty: 4876.534668
	Iteration 54Q: 3 clusters Score -2954174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2954227.750000 Penalty: 4876.534668
	Iteration 55Q: 3 clusters Score -2954228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954101.750000 Penalty: 4876.534668
	Iteration 56Q: 3 clusters Score -2954102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2954086.250000 Penalty: 4876.534668
	Iteration 57Q: 3 clusters Score -2954086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2954148.750000 Penalty: 4876.534668
	Iteration 58Q: 3 clusters Score -2954149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2954165.500000 Penalty: 4876.534668
	Iteration 59Q: 3 clusters Score -2954166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2954120.500000 Penalty: 4876.534668
	Iteration 60F: 3 clusters Score -2954120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2954172.000000 Penalty: 4876.534668
	Iteration 61Q: 3 clusters Score -2954172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2954214.250000 Penalty: 4876.534668
	Iteration 62Q: 3 clusters Score -2954214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954217.000000 Penalty: 4876.534668
	Iteration 63Q: 3 clusters Score -2954217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2954188.250000 Penalty: 4876.534668
	Iteration 64Q: 3 clusters Score -2954188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2954196.500000 Penalty: 4876.534668
	Iteration 65Q: 3 clusters Score -2954196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2954210.500000 Penalty: 4876.534668
	Iteration 66Q: 3 clusters Score -2954210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2954179.500000 Penalty: 4876.534668
	Iteration 67Q: 3 clusters Score -2954180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2954172.250000 Penalty: 4876.534668
	Iteration 68Q: 3 clusters Score -2954172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2954155.250000 Penalty: 4876.534668
	Iteration 69Q: 3 clusters Score -2954155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2954184.500000 Penalty: 4876.534668
	Iteration 70Q: 3 clusters Score -2954184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2954165.000000 Penalty: 4876.534668
	Iteration 71Q: 3 clusters Score -2954165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2954183.500000 Penalty: 4876.534668
	Iteration 72Q: 3 clusters Score -2954184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2954151.000000 Penalty: 4876.534668
	Iteration 73Q: 3 clusters Score -2954151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2954196.000000 Penalty: 4876.534668
	Iteration 74Q: 3 clusters Score -2954196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954208.250000 Penalty: 4876.534668
	Iteration 75Q: 3 clusters Score -2954208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2954159.500000 Penalty: 4876.534668
	Iteration 76Q: 3 clusters Score -2954160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954212.750000 Penalty: 4876.534668
	Iteration 77Q: 3 clusters Score -2954213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2954195.750000 Penalty: 4876.534668
	Iteration 78Q: 3 clusters Score -2954196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2954173.000000 Penalty: 4876.534668
	Iteration 79Q: 3 clusters Score -2954173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2954169.750000 Penalty: 4876.534668
	Iteration 80F: 3 clusters Score -2954170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2954206.500000 Penalty: 4876.534668
	Iteration 81Q: 3 clusters Score -2954206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2954159.750000 Penalty: 4876.534668
	Iteration 82Q: 3 clusters Score -2954160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2954179.000000 Penalty: 4876.534668
	Iteration 83Q: 3 clusters Score -2954179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2954229.000000 Penalty: 4876.534668
	Iteration 84Q: 3 clusters Score -2954229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954156.500000 Penalty: 4876.534668
	Iteration 85Q: 3 clusters Score -2954156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2954204.500000 Penalty: 4876.534668
	Iteration 86Q: 3 clusters Score -2954204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2954157.000000 Penalty: 4876.534668
	Iteration 87Q: 3 clusters Score -2954157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2954148.250000 Penalty: 4876.534668
	Iteration 88Q: 3 clusters Score -2954148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
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	Iteration 89Q: 3 clusters Score -2954197 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2954134 nChanged 46
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	Iteration 91Q: 3 clusters Score -2954162 nChanged 71
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	Iteration 92Q: 3 clusters Score -2954184 nChanged 51
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Score: -2954201.000000 Penalty: 4876.534668
	Iteration 93Q: 3 clusters Score -2954201 nChanged 58
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	Iteration 94Q: 3 clusters Score -2954186 nChanged 58
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	Iteration 95Q: 3 clusters Score -2954190 nChanged 50
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	Iteration 96Q: 3 clusters Score -2954199 nChanged 50
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2954172 nChanged 54
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2954178 nChanged 53
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Entering Unmasked Estep 
Score: -2954164.750000 Penalty: 4876.534668
	Iteration 99Q: 3 clusters Score -2954165 nChanged 48
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Entering Unmasked Estep 
Score: -2954195.500000 Penalty: 4876.534668
	Iteration 100F: 3 clusters Score -2954196 nChanged 42
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2954182 nChanged 56
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2954170 nChanged 48
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	Iteration 103Q: 3 clusters Score -2954190 nChanged 65
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Entering Unmasked Estep 
Score: -2954213.000000 Penalty: 4876.534668
	Iteration 104Q: 3 clusters Score -2954213 nChanged 49
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2954151 nChanged 57
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	Iteration 106Q: 3 clusters Score -2954214 nChanged 54
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	Iteration 107Q: 3 clusters Score -2954194 nChanged 55
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2954099 nChanged 70
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	Iteration 109Q: 3 clusters Score -2954202 nChanged 70
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	Iteration 110Q: 3 clusters Score -2954166 nChanged 72
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	Iteration 111Q: 3 clusters Score -2954190 nChanged 48
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	Iteration 112Q: 3 clusters Score -2954194 nChanged 41
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	Iteration 113Q: 3 clusters Score -2954189 nChanged 43
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2954178 nChanged 59
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	Iteration 115Q: 3 clusters Score -2954175 nChanged 69
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	Iteration 116Q: 3 clusters Score -2954159 nChanged 56
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	Iteration 117Q: 3 clusters Score -2954172 nChanged 50
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	Iteration 118Q: 3 clusters Score -2954209 nChanged 48
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	Iteration 119Q: 3 clusters Score -2954102 nChanged 54
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	Iteration 120F: 3 clusters Score -2954166 nChanged 53
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	Iteration 121Q: 3 clusters Score -2954183 nChanged 66
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	Iteration 122Q: 3 clusters Score -2954187 nChanged 48
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	Iteration 123Q: 3 clusters Score -2954179 nChanged 59
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	Iteration 124Q: 3 clusters Score -2954157 nChanged 64
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	Iteration 125Q: 3 clusters Score -2954126 nChanged 60
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	Iteration 126Q: 3 clusters Score -2954229 nChanged 51
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	Iteration 127Q: 3 clusters Score -2954183 nChanged 47
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	Iteration 128Q: 3 clusters Score -2954197 nChanged 46
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	Iteration 129Q: 3 clusters Score -2954183 nChanged 50
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	Iteration 130Q: 3 clusters Score -2954185 nChanged 69
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	Iteration 131Q: 3 clusters Score -2954162 nChanged 56
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	Iteration 132Q: 3 clusters Score -2954186 nChanged 64
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	Iteration 133Q: 3 clusters Score -2954157 nChanged 60
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	Iteration 134Q: 3 clusters Score -2954156 nChanged 53
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	Iteration 135Q: 3 clusters Score -2954189 nChanged 61
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	Iteration 136Q: 3 clusters Score -2954118 nChanged 61
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	Iteration 137Q: 3 clusters Score -2954149 nChanged 62
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	Iteration 138Q: 3 clusters Score -2954203 nChanged 50
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	Iteration 139Q: 3 clusters Score -2954234 nChanged 35
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Score: -2954173.250000 Penalty: 4876.534668
	Iteration 140F: 3 clusters Score -2954173 nChanged 48
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	Iteration 141Q: 3 clusters Score -2954193 nChanged 39
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	Iteration 142Q: 3 clusters Score -2954157 nChanged 51
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	Iteration 143Q: 3 clusters Score -2954204 nChanged 50
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	Iteration 144Q: 3 clusters Score -2954172 nChanged 52
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	Iteration 145Q: 3 clusters Score -2954188 nChanged 53
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	Iteration 146Q: 3 clusters Score -2954167 nChanged 44
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	Iteration 147Q: 3 clusters Score -2954185 nChanged 41
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	Iteration 148Q: 3 clusters Score -2954156 nChanged 59
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	Iteration 149Q: 3 clusters Score -2954167 nChanged 58
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	Iteration 150Q: 3 clusters Score -2954223 nChanged 41
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2954186 nChanged 48
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	Iteration 152Q: 3 clusters Score -2954152 nChanged 52
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	Iteration 153Q: 3 clusters Score -2954207 nChanged 42
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	Iteration 154Q: 3 clusters Score -2954188 nChanged 52
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	Iteration 155Q: 3 clusters Score -2954202 nChanged 38
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	Iteration 156Q: 3 clusters Score -2954192 nChanged 50
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	Iteration 157Q: 3 clusters Score -2954160 nChanged 43
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	Iteration 158Q: 3 clusters Score -2954225 nChanged 64
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	Iteration 159Q: 3 clusters Score -2954180 nChanged 38
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	Iteration 160F: 3 clusters Score -2954184 nChanged 50
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	Iteration 161Q: 3 clusters Score -2954210 nChanged 43
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	Iteration 162Q: 3 clusters Score -2954177 nChanged 51
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	Iteration 163Q: 3 clusters Score -2954210 nChanged 42
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	Iteration 164Q: 3 clusters Score -2954232 nChanged 34
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	Iteration 165Q: 3 clusters Score -2954218 nChanged 47
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	Iteration 166Q: 3 clusters Score -2954200 nChanged 38
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	Iteration 167Q: 3 clusters Score -2954180 nChanged 50
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	Iteration 168Q: 3 clusters Score -2954148 nChanged 63
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	Iteration 169Q: 3 clusters Score -2954192 nChanged 53
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	Iteration 170Q: 3 clusters Score -2954190 nChanged 65
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	Iteration 171Q: 3 clusters Score -2954204 nChanged 46
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	Iteration 172Q: 3 clusters Score -2954196 nChanged 59
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	Iteration 173Q: 3 clusters Score -2954150 nChanged 61
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	Iteration 174Q: 3 clusters Score -2954154 nChanged 43
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	Iteration 175Q: 3 clusters Score -2954210 nChanged 63
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	Iteration 176Q: 3 clusters Score -2954169 nChanged 60
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	Iteration 177Q: 3 clusters Score -2954145 nChanged 67
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	Iteration 178Q: 3 clusters Score -2954160 nChanged 56
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	Iteration 179Q: 3 clusters Score -2954193 nChanged 52
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	Iteration 180F: 3 clusters Score -2954182 nChanged 44
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	Iteration 181Q: 3 clusters Score -2954195 nChanged 45
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	Iteration 182Q: 3 clusters Score -2954202 nChanged 55
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Entering Unmasked Estep 
Score: -2954126.250000 Penalty: 4876.534668
	Iteration 183Q: 3 clusters Score -2954126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954128.500000 Penalty: 4876.534668
	Iteration 184Q: 3 clusters Score -2954128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2954207.750000 Penalty: 4876.534668
	Iteration 185Q: 3 clusters Score -2954208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954182.500000 Penalty: 4876.534668
	Iteration 186Q: 3 clusters Score -2954182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2954200.750000 Penalty: 4876.534668
	Iteration 187Q: 3 clusters Score -2954201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2954170.500000 Penalty: 4876.534668
	Iteration 188Q: 3 clusters Score -2954170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2954182.000000 Penalty: 4876.534668
	Iteration 189Q: 3 clusters Score -2954182 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954163.250000 Penalty: 4876.534668
	Iteration 190Q: 3 clusters Score -2954163 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954176.000000 Penalty: 4876.534668
	Iteration 191Q: 3 clusters Score -2954176 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954198.000000 Penalty: 4876.534668
	Iteration 192Q: 3 clusters Score -2954198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2954177.750000 Penalty: 4876.534668
	Iteration 193Q: 3 clusters Score -2954178 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2954174.000000 Penalty: 4876.534668
	Iteration 194Q: 3 clusters Score -2954174 nChanged 68
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2954200 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954157.500000 Penalty: 4876.534668
	Iteration 196Q: 3 clusters Score -2954158 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954210.500000 Penalty: 4876.534668
	Iteration 197Q: 3 clusters Score -2954210 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2954176 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954209.000000 Penalty: 4876.534668
	Iteration 199Q: 3 clusters Score -2954209 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954188.250000 Penalty: 4876.534668
	Iteration 200F: 3 clusters Score -2954188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2954187.250000 Penalty: 4876.534668
	Iteration 201Q: 3 clusters Score -2954187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954187.250000 Penalty: 4876.534668
	Iteration 202Q: 3 clusters Score -2954187 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2954169.750000 Penalty: 4876.534668
	Iteration 203Q: 3 clusters Score -2954170 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15432 members 
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Entering Unmasked Estep 
Score: -2954187.500000 Penalty: 4876.534668
	Iteration 204Q: 3 clusters Score -2954188 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2954184 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954179.000000 Penalty: 4876.534668
	Iteration 206Q: 3 clusters Score -2954179 nChanged 39
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Entering Unmasked Estep 
Score: -2954129.250000 Penalty: 4876.534668
	Iteration 207Q: 3 clusters Score -2954129 nChanged 50
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Entering Unmasked Estep 
Score: -2954159.000000 Penalty: 4876.534668
	Iteration 208Q: 3 clusters Score -2954159 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2954180 nChanged 49
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Entering Unmasked Estep 
Score: -2954164.000000 Penalty: 4876.534668
	Iteration 210Q: 3 clusters Score -2954164 nChanged 69
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2954130 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954120.500000 Penalty: 4876.534668
	Iteration 212Q: 3 clusters Score -2954120 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954190.000000 Penalty: 4876.534668
	Iteration 213Q: 3 clusters Score -2954190 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2954168 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954220.000000 Penalty: 4876.534668
	Iteration 215Q: 3 clusters Score -2954220 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954178.750000 Penalty: 4876.534668
	Iteration 216Q: 3 clusters Score -2954179 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954113.750000 Penalty: 4876.534668
	Iteration 217Q: 3 clusters Score -2954114 nChanged 63
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Score: -2954182.000000 Penalty: 4876.534668
	Iteration 218Q: 3 clusters Score -2954182 nChanged 64
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	Iteration 219Q: 3 clusters Score -2954196 nChanged 57
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Entering Unmasked Estep 
Score: -2954165.500000 Penalty: 4876.534668
	Iteration 220F: 3 clusters Score -2954166 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954158.000000 Penalty: 4876.534668
	Iteration 221Q: 3 clusters Score -2954158 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954176.000000 Penalty: 4876.534668
	Iteration 222Q: 3 clusters Score -2954176 nChanged 42
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2954104 nChanged 42
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Entering Unmasked Estep 
Score: -2954172.000000 Penalty: 4876.534668
	Iteration 224Q: 3 clusters Score -2954172 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954148.250000 Penalty: 4876.534668
	Iteration 225Q: 3 clusters Score -2954148 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2954178 nChanged 59
Entering Unmasked Mstep 
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Score: -2954220.000000 Penalty: 4876.534668
	Iteration 227Q: 3 clusters Score -2954220 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2954172 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2954190 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954142.250000 Penalty: 4876.534668
	Iteration 230Q: 3 clusters Score -2954142 nChanged 47
Entering Unmasked Mstep 
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Score: -2954192.000000 Penalty: 4876.534668
	Iteration 231Q: 3 clusters Score -2954192 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2954159 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954183.500000 Penalty: 4876.534668
	Iteration 233Q: 3 clusters Score -2954184 nChanged 54
Entering Unmasked Mstep 
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Score: -2954147.750000 Penalty: 4876.534668
	Iteration 234Q: 3 clusters Score -2954148 nChanged 54
Entering Unmasked Mstep 
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Score: -2954203.750000 Penalty: 4876.534668
	Iteration 235Q: 3 clusters Score -2954204 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954218.000000 Penalty: 4876.534668
	Iteration 236Q: 3 clusters Score -2954218 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954202.500000 Penalty: 4876.534668
	Iteration 237Q: 3 clusters Score -2954202 nChanged 40
Entering Unmasked Mstep 
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	Iteration 238Q: 3 clusters Score -2954204 nChanged 48
Entering Unmasked Mstep 
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Score: -2954176.500000 Penalty: 4876.534668
	Iteration 239Q: 3 clusters Score -2954176 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954201.250000 Penalty: 4876.534668
	Iteration 240F: 3 clusters Score -2954201 nChanged 45
Entering Unmasked Mstep 
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Score: -2954190.250000 Penalty: 4876.534668
	Iteration 241Q: 3 clusters Score -2954190 nChanged 57
Entering Unmasked Mstep 
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	Iteration 242Q: 3 clusters Score -2954166 nChanged 64
Entering Unmasked Mstep 
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Score: -2954223.000000 Penalty: 4876.534668
	Iteration 243Q: 3 clusters Score -2954223 nChanged 43
Entering Unmasked Mstep 
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	Iteration 244Q: 3 clusters Score -2954172 nChanged 56
Entering Unmasked Mstep 
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	Iteration 245Q: 3 clusters Score -2954189 nChanged 58
Entering Unmasked Mstep 
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	Iteration 246Q: 3 clusters Score -2954198 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954185.000000 Penalty: 4876.534668
	Iteration 247Q: 3 clusters Score -2954185 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2954190 nChanged 62
Entering Unmasked Mstep 
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	Iteration 249Q: 3 clusters Score -2954201 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954112.250000 Penalty: 4876.534668
	Iteration 250Q: 3 clusters Score -2954112 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2954170 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2954176 nChanged 58
Entering Unmasked Mstep 
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	Iteration 253Q: 3 clusters Score -2954171 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2954189 nChanged 55
Entering Unmasked Mstep 
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Score: -2954174.250000 Penalty: 4876.534668
	Iteration 255Q: 3 clusters Score -2954174 nChanged 67
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954146.250000 Penalty: 4876.534668
	Iteration 256Q: 3 clusters Score -2954146 nChanged 62
Entering Unmasked Mstep 
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Score: -2954133.000000 Penalty: 4876.534668
	Iteration 257Q: 3 clusters Score -2954133 nChanged 56
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Score: -2954155.250000 Penalty: 4876.534668
	Iteration 258Q: 3 clusters Score -2954155 nChanged 68
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Score: -2954202.500000 Penalty: 4876.534668
	Iteration 259Q: 3 clusters Score -2954202 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2954158.000000 Penalty: 4876.534668
	Iteration 260F: 3 clusters Score -2954158 nChanged 51
Entering Unmasked Mstep 
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	Iteration 261Q: 3 clusters Score -2954190 nChanged 39
Entering Unmasked Mstep 
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	Iteration 262Q: 3 clusters Score -2954165 nChanged 58
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	Iteration 263Q: 3 clusters Score -2954203 nChanged 59
Entering Unmasked Mstep 
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	Iteration 264Q: 3 clusters Score -2954180 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2954178 nChanged 50
Entering Unmasked Mstep 
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	Iteration 266Q: 3 clusters Score -2954198 nChanged 49
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	Iteration 267Q: 3 clusters Score -2954174 nChanged 52
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Score: -2954210.750000 Penalty: 4876.534668
	Iteration 268Q: 3 clusters Score -2954211 nChanged 31
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	Iteration 269Q: 3 clusters Score -2954166 nChanged 48
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Entering Unmasked Estep 
Score: -2954156.250000 Penalty: 4876.534668
	Iteration 270Q: 3 clusters Score -2954156 nChanged 65
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Entering Unmasked Estep 
Score: -2954212.000000 Penalty: 4876.534668
	Iteration 271Q: 3 clusters Score -2954212 nChanged 66
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2954192 nChanged 40
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Score: -2954186.750000 Penalty: 4876.534668
	Iteration 273Q: 3 clusters Score -2954187 nChanged 41
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	Iteration 274Q: 3 clusters Score -2954189 nChanged 50
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	Iteration 275Q: 3 clusters Score -2954176 nChanged 65
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	Iteration 276Q: 3 clusters Score -2954176 nChanged 58
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	Iteration 277Q: 3 clusters Score -2954199 nChanged 59
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	Iteration 278Q: 3 clusters Score -2954184 nChanged 49
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	Iteration 279Q: 3 clusters Score -2954137 nChanged 55
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	Iteration 280F: 3 clusters Score -2954140 nChanged 70
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	Iteration 281Q: 3 clusters Score -2954186 nChanged 52
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	Iteration 282Q: 3 clusters Score -2954188 nChanged 61
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	Iteration 283Q: 3 clusters Score -2954166 nChanged 52
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	Iteration 284Q: 3 clusters Score -2954166 nChanged 49
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	Iteration 285Q: 3 clusters Score -2954150 nChanged 60
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	Iteration 286Q: 3 clusters Score -2954163 nChanged 55
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	Iteration 287Q: 3 clusters Score -2954181 nChanged 61
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	Iteration 288Q: 3 clusters Score -2954206 nChanged 68
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	Iteration 289Q: 3 clusters Score -2954186 nChanged 48
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	Iteration 290Q: 3 clusters Score -2954184 nChanged 56
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	Iteration 291Q: 3 clusters Score -2954146 nChanged 60
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	Iteration 292Q: 3 clusters Score -2954154 nChanged 64
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	Iteration 293Q: 3 clusters Score -2954206 nChanged 38
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	Iteration 294Q: 3 clusters Score -2954154 nChanged 60
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	Iteration 295Q: 3 clusters Score -2954178 nChanged 65
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	Iteration 296Q: 3 clusters Score -2954198 nChanged 59
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	Iteration 297Q: 3 clusters Score -2954162 nChanged 68
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	Iteration 298Q: 3 clusters Score -2954202 nChanged 49
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	Iteration 299Q: 3 clusters Score -2954163 nChanged 63
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	Iteration 300F: 3 clusters Score -2954178 nChanged 56
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	Iteration 301Q: 3 clusters Score -2954098 nChanged 87
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	Iteration 302Q: 3 clusters Score -2954180 nChanged 54
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	Iteration 303Q: 3 clusters Score -2954202 nChanged 60
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	Iteration 304Q: 3 clusters Score -2954166 nChanged 68
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	Iteration 305Q: 3 clusters Score -2954197 nChanged 55
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	Iteration 306Q: 3 clusters Score -2954176 nChanged 45
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	Iteration 307Q: 3 clusters Score -2954206 nChanged 55
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	Iteration 308Q: 3 clusters Score -2954189 nChanged 47
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	Iteration 309Q: 3 clusters Score -2954205 nChanged 37
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	Iteration 310Q: 3 clusters Score -2954140 nChanged 62
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	Iteration 311Q: 3 clusters Score -2954153 nChanged 80
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	Iteration 312Q: 3 clusters Score -2954189 nChanged 47
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	Iteration 313Q: 3 clusters Score -2954135 nChanged 58
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	Iteration 314Q: 3 clusters Score -2954197 nChanged 59
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	Iteration 315Q: 3 clusters Score -2954174 nChanged 49
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	Iteration 316Q: 3 clusters Score -2954164 nChanged 70
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	Iteration 317Q: 3 clusters Score -2954187 nChanged 63
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	Iteration 318Q: 3 clusters Score -2954194 nChanged 56
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	Iteration 319Q: 3 clusters Score -2954167 nChanged 66
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	Iteration 320F: 3 clusters Score -2954167 nChanged 48
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	Iteration 321Q: 3 clusters Score -2954136 nChanged 55
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	Iteration 322Q: 3 clusters Score -2954197 nChanged 51
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	Iteration 323Q: 3 clusters Score -2954145 nChanged 53
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	Iteration 324Q: 3 clusters Score -2954168 nChanged 46
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	Iteration 325Q: 3 clusters Score -2954174 nChanged 54
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	Iteration 326Q: 3 clusters Score -2954186 nChanged 48
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	Iteration 327Q: 3 clusters Score -2954151 nChanged 54
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	Iteration 328Q: 3 clusters Score -2954163 nChanged 60
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	Iteration 329Q: 3 clusters Score -2954136 nChanged 53
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	Iteration 330Q: 3 clusters Score -2954181 nChanged 50
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	Iteration 331Q: 3 clusters Score -2954165 nChanged 66
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	Iteration 332Q: 3 clusters Score -2954179 nChanged 40
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	Iteration 333Q: 3 clusters Score -2954142 nChanged 49
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	Iteration 334Q: 3 clusters Score -2954189 nChanged 48
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	Iteration 335Q: 3 clusters Score -2954153 nChanged 54
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	Iteration 336Q: 3 clusters Score -2954170 nChanged 52
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	Iteration 337Q: 3 clusters Score -2954177 nChanged 54
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	Iteration 338Q: 3 clusters Score -2954195 nChanged 69
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	Iteration 339Q: 3 clusters Score -2954126 nChanged 70
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	Iteration 340F: 3 clusters Score -2954177 nChanged 62
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	Iteration 341Q: 3 clusters Score -2954187 nChanged 54
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	Iteration 342Q: 3 clusters Score -2954210 nChanged 52
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	Iteration 343Q: 3 clusters Score -2954201 nChanged 48
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	Iteration 344Q: 3 clusters Score -2954142 nChanged 51
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	Iteration 345Q: 3 clusters Score -2954184 nChanged 39
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	Iteration 346Q: 3 clusters Score -2954183 nChanged 42
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	Iteration 347Q: 3 clusters Score -2954238 nChanged 40
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	Iteration 348Q: 3 clusters Score -2954203 nChanged 42
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	Iteration 349Q: 3 clusters Score -2954202 nChanged 43
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	Iteration 350Q: 3 clusters Score -2954196 nChanged 46
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	Iteration 351Q: 3 clusters Score -2954217 nChanged 58
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	Iteration 352Q: 3 clusters Score -2954214 nChanged 41
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	Iteration 353Q: 3 clusters Score -2954185 nChanged 49
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	Iteration 354Q: 3 clusters Score -2954152 nChanged 59
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	Iteration 355Q: 3 clusters Score -2954202 nChanged 52
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	Iteration 356Q: 3 clusters Score -2954166 nChanged 50
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	Iteration 357Q: 3 clusters Score -2954164 nChanged 49
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	Iteration 358Q: 3 clusters Score -2954172 nChanged 66
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	Iteration 359Q: 3 clusters Score -2954208 nChanged 58
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	Iteration 360F: 3 clusters Score -2954213 nChanged 48
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	Iteration 361Q: 3 clusters Score -2954182 nChanged 39
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	Iteration 362Q: 3 clusters Score -2954166 nChanged 63
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	Iteration 363Q: 3 clusters Score -2954203 nChanged 53
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	Iteration 364Q: 3 clusters Score -2954107 nChanged 61
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	Iteration 365Q: 3 clusters Score -2954171 nChanged 74
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	Iteration 366Q: 3 clusters Score -2954152 nChanged 46
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	Iteration 367Q: 3 clusters Score -2954195 nChanged 52
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	Iteration 368Q: 3 clusters Score -2954170 nChanged 60
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	Iteration 369Q: 3 clusters Score -2954196 nChanged 41
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	Iteration 370Q: 3 clusters Score -2954173 nChanged 44
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	Iteration 371Q: 3 clusters Score -2954166 nChanged 65
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	Iteration 372Q: 3 clusters Score -2954236 nChanged 50
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	Iteration 373Q: 3 clusters Score -2954188 nChanged 48
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	Iteration 374Q: 3 clusters Score -2954187 nChanged 55
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	Iteration 375Q: 3 clusters Score -2954184 nChanged 49
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	Iteration 376Q: 3 clusters Score -2954188 nChanged 51
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	Iteration 377Q: 3 clusters Score -2954196 nChanged 47
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	Iteration 378Q: 3 clusters Score -2954152 nChanged 69
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	Iteration 379Q: 3 clusters Score -2954208 nChanged 61
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2954157 nChanged 56
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	Iteration 381Q: 3 clusters Score -2954218 nChanged 49
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	Iteration 382Q: 3 clusters Score -2954206 nChanged 47
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	Iteration 383Q: 3 clusters Score -2954187 nChanged 58
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	Iteration 384Q: 3 clusters Score -2954216 nChanged 55
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	Iteration 385Q: 3 clusters Score -2954200 nChanged 58
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	Iteration 386Q: 3 clusters Score -2954183 nChanged 49
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	Iteration 387Q: 3 clusters Score -2954148 nChanged 67
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	Iteration 388Q: 3 clusters Score -2954122 nChanged 57
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	Iteration 389Q: 3 clusters Score -2954130 nChanged 58
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	Iteration 390Q: 3 clusters Score -2954161 nChanged 53
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	Iteration 391Q: 3 clusters Score -2954173 nChanged 56
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	Iteration 392Q: 3 clusters Score -2954175 nChanged 45
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	Iteration 393Q: 3 clusters Score -2954148 nChanged 60
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	Iteration 394Q: 3 clusters Score -2954171 nChanged 57
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	Iteration 395Q: 3 clusters Score -2954170 nChanged 58
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	Iteration 396Q: 3 clusters Score -2954166 nChanged 72
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	Iteration 397Q: 3 clusters Score -2954166 nChanged 52
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	Iteration 398Q: 3 clusters Score -2954208 nChanged 48
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	Iteration 399Q: 3 clusters Score -2954113 nChanged 62
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	Iteration 400F: 3 clusters Score -2954174 nChanged 53
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	Iteration 401Q: 3 clusters Score -2954175 nChanged 44
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	Iteration 402Q: 3 clusters Score -2954209 nChanged 50
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	Iteration 404Q: 3 clusters Score -2954188 nChanged 53
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	Iteration 405Q: 3 clusters Score -2954184 nChanged 55
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	Iteration 406Q: 3 clusters Score -2954166 nChanged 51
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	Iteration 408Q: 3 clusters Score -2954193 nChanged 39
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	Iteration 410Q: 3 clusters Score -2954158 nChanged 56
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	Iteration 411Q: 3 clusters Score -2954174 nChanged 63
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	Iteration 412Q: 3 clusters Score -2954180 nChanged 55
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	Iteration 413Q: 3 clusters Score -2954213 nChanged 58
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	Iteration 414Q: 3 clusters Score -2954225 nChanged 56
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	Iteration 415Q: 3 clusters Score -2954192 nChanged 47
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	Iteration 416Q: 3 clusters Score -2954192 nChanged 62
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	Iteration 417Q: 3 clusters Score -2954202 nChanged 60
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	Iteration 418Q: 3 clusters Score -2954127 nChanged 45
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	Iteration 419Q: 3 clusters Score -2954169 nChanged 55
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	Iteration 420F: 3 clusters Score -2954197 nChanged 53
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	Iteration 421Q: 3 clusters Score -2954190 nChanged 55
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	Iteration 422Q: 3 clusters Score -2954150 nChanged 55
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	Iteration 423Q: 3 clusters Score -2954172 nChanged 67
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	Iteration 424Q: 3 clusters Score -2954179 nChanged 51
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	Iteration 425Q: 3 clusters Score -2954191 nChanged 54
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	Iteration 426Q: 3 clusters Score -2954148 nChanged 52
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	Iteration 427Q: 3 clusters Score -2954120 nChanged 59
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	Iteration 428Q: 3 clusters Score -2954171 nChanged 60
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	Iteration 429Q: 3 clusters Score -2954123 nChanged 47
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	Iteration 430Q: 3 clusters Score -2954160 nChanged 63
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	Iteration 431Q: 3 clusters Score -2954202 nChanged 65
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	Iteration 432Q: 3 clusters Score -2954163 nChanged 59
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	Iteration 433Q: 3 clusters Score -2954176 nChanged 46
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	Iteration 434Q: 3 clusters Score -2954178 nChanged 48
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	Iteration 435Q: 3 clusters Score -2954146 nChanged 52
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	Iteration 436Q: 3 clusters Score -2954184 nChanged 67
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	Iteration 437Q: 3 clusters Score -2954202 nChanged 53
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	Iteration 438Q: 3 clusters Score -2954174 nChanged 42
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	Iteration 439Q: 3 clusters Score -2954196 nChanged 29
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	Iteration 440F: 3 clusters Score -2954173 nChanged 37
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	Iteration 441Q: 3 clusters Score -2954166 nChanged 43
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	Iteration 442Q: 3 clusters Score -2954142 nChanged 57
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	Iteration 443Q: 3 clusters Score -2954197 nChanged 48
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	Iteration 444Q: 3 clusters Score -2954168 nChanged 58
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	Iteration 445Q: 3 clusters Score -2954190 nChanged 49
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	Iteration 446Q: 3 clusters Score -2954208 nChanged 43
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	Iteration 447Q: 3 clusters Score -2954193 nChanged 46
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	Iteration 448Q: 3 clusters Score -2954175 nChanged 45
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	Iteration 449Q: 3 clusters Score -2954198 nChanged 55
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	Iteration 450Q: 3 clusters Score -2954150 nChanged 66
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	Iteration 451Q: 3 clusters Score -2954167 nChanged 66
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	Iteration 452Q: 3 clusters Score -2954151 nChanged 68
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	Iteration 453Q: 3 clusters Score -2954216 nChanged 56
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	Iteration 454Q: 3 clusters Score -2954157 nChanged 51
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	Iteration 455Q: 3 clusters Score -2954175 nChanged 51
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	Iteration 456Q: 3 clusters Score -2954188 nChanged 52
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	Iteration 457Q: 3 clusters Score -2954158 nChanged 50
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	Iteration 458Q: 3 clusters Score -2954131 nChanged 65
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	Iteration 459Q: 3 clusters Score -2954167 nChanged 73
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	Iteration 460F: 3 clusters Score -2954168 nChanged 77
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	Iteration 461Q: 3 clusters Score -2954201 nChanged 54
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	Iteration 462Q: 3 clusters Score -2954183 nChanged 61
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	Iteration 463Q: 3 clusters Score -2954170 nChanged 56
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	Iteration 464Q: 3 clusters Score -2954147 nChanged 49
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Entering Unmasked Estep 
Score: -2954162.250000 Penalty: 4876.534668
	Iteration 465Q: 3 clusters Score -2954162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2954215.750000 Penalty: 4876.534668
	Iteration 466Q: 3 clusters Score -2954216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2954111.500000 Penalty: 4876.534668
	Iteration 467Q: 3 clusters Score -2954112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954181.750000 Penalty: 4876.534668
	Iteration 468Q: 3 clusters Score -2954182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2954145.500000 Penalty: 4876.534668
	Iteration 469Q: 3 clusters Score -2954146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2954238.000000 Penalty: 4876.534668
	Iteration 470Q: 3 clusters Score -2954238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2954158.250000 Penalty: 4876.534668
	Iteration 471Q: 3 clusters Score -2954158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2954179.750000 Penalty: 4876.534668
	Iteration 472Q: 3 clusters Score -2954180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2954128.500000 Penalty: 4876.534668
	Iteration 473Q: 3 clusters Score -2954128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954117.750000 Penalty: 4876.534668
	Iteration 474Q: 3 clusters Score -2954118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2954179.000000 Penalty: 4876.534668
	Iteration 475Q: 3 clusters Score -2954179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2954175.750000 Penalty: 4876.534668
	Iteration 476Q: 3 clusters Score -2954176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954174.000000 Penalty: 4876.534668
	Iteration 477Q: 3 clusters Score -2954174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2954202.250000 Penalty: 4876.534668
	Iteration 478Q: 3 clusters Score -2954202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2954088.250000 Penalty: 4876.534668
	Iteration 479Q: 3 clusters Score -2954088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2954115.250000 Penalty: 4876.534668
	Iteration 480F: 3 clusters Score -2954115 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2954092.750000 Penalty: 4876.534668
	Iteration 481Q: 3 clusters Score -2954093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2954138.000000 Penalty: 4876.534668
	Iteration 482Q: 3 clusters Score -2954138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2954154.750000 Penalty: 4876.534668
	Iteration 483Q: 3 clusters Score -2954155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2954202.750000 Penalty: 4876.534668
	Iteration 484Q: 3 clusters Score -2954203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2954157.000000 Penalty: 4876.534668
	Iteration 485Q: 3 clusters Score -2954157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2954206.250000 Penalty: 4876.534668
	Iteration 486Q: 3 clusters Score -2954206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2954171.500000 Penalty: 4876.534668
	Iteration 487Q: 3 clusters Score -2954172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954220.000000 Penalty: 4876.534668
	Iteration 488Q: 3 clusters Score -2954220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2954196.000000 Penalty: 4876.534668
	Iteration 489Q: 3 clusters Score -2954196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2954206.000000 Penalty: 4876.534668
	Iteration 490Q: 3 clusters Score -2954206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954195.750000 Penalty: 4876.534668
	Iteration 491Q: 3 clusters Score -2954196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2954185.250000 Penalty: 4876.534668
	Iteration 492Q: 3 clusters Score -2954185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2954176.500000 Penalty: 4876.534668
	Iteration 493Q: 3 clusters Score -2954176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2954175.750000 Penalty: 4876.534668
	Iteration 494Q: 3 clusters Score -2954176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2954209.500000 Penalty: 4876.534668
	Iteration 495Q: 3 clusters Score -2954210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2954191.000000 Penalty: 4876.534668
	Iteration 496Q: 3 clusters Score -2954191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2954150.250000 Penalty: 4876.534668
	Iteration 497Q: 3 clusters Score -2954150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2954122.000000 Penalty: 4876.534668
	Iteration 498Q: 3 clusters Score -2954122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2954135.750000 Penalty: 4876.534668
	Iteration 499Q: 3 clusters Score -2954136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2954190.250000 Penalty: 4876.534668
	Iteration 500F: 3 clusters Score -2954190 nChanged 45
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 181201 members 
Mstep: Class 17 contains 171399 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 15420 members 
Mstep: Class 20 contains 35901 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 23683 members 
Mstep: Class 33 contains 33602 members 
Mstep: Class 34 contains 13001 members 
Mstep: Class 35 contains 3195 members 
Entering Unmasked Estep 
Score: -134093008.000000 Penalty: 120849.359375
Splitting cluster 19 changes total score from -133908264.000000 to -134093008.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (35901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Entering Unmasked Estep 
Score: -4277855.500000 Penalty: 2601.153076
	Iteration 0F: 2 clusters Score -4277856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4253353.500000 Penalty: 5202.306152
	Iteration 0F: 3 clusters Score -4253354 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4266784.500000 Penalty: 5202.306152
	Iteration 1F: 3 clusters Score -4266784 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4276853.000000 Penalty: 5202.306152
	Iteration 2F: 3 clusters Score -4276853 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4288843.500000 Penalty: 5202.306152
	Iteration 3F: 3 clusters Score -4288844 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4295884.000000 Penalty: 5202.306152
	Iteration 4F: 3 clusters Score -4295884 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4301094.500000 Penalty: 5202.306152
	Iteration 5F: 3 clusters Score -4301094 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4303952.000000 Penalty: 5202.306152
	Iteration 6Q: 3 clusters Score -4303952 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4305246.500000 Penalty: 5202.306152
	Iteration 7Q: 3 clusters Score -4305246 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4305816.000000 Penalty: 5202.306152
	Iteration 8Q: 3 clusters Score -4305816 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4306152.500000 Penalty: 5202.306152
	Iteration 9Q: 3 clusters Score -4306152 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4306485.000000 Penalty: 5202.306152
	Iteration 10Q: 3 clusters Score -4306485 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4306787.000000 Penalty: 5202.306152
	Iteration 11Q: 3 clusters Score -4306787 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4307194.500000 Penalty: 5202.306152
	Iteration 12Q: 3 clusters Score -4307194 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4307607.000000 Penalty: 5202.306152
	Iteration 13Q: 3 clusters Score -4307607 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4308003.500000 Penalty: 5202.306152
	Iteration 14Q: 3 clusters Score -4308004 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4308400.500000 Penalty: 5202.306152
	Iteration 15Q: 3 clusters Score -4308400 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4308758.000000 Penalty: 5202.306152
	Iteration 16Q: 3 clusters Score -4308758 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4309024.500000 Penalty: 5202.306152
	Iteration 17Q: 3 clusters Score -4309024 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4309257.500000 Penalty: 5202.306152
	Iteration 18Q: 3 clusters Score -4309258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -4309447.000000 Penalty: 5202.306152
	Iteration 19Q: 3 clusters Score -4309447 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4309709.500000 Penalty: 5202.306152
	Iteration 20F: 3 clusters Score -4309710 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -4309986.000000 Penalty: 5202.306152
	Iteration 21Q: 3 clusters Score -4309986 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4310206.000000 Penalty: 5202.306152
	Iteration 22Q: 3 clusters Score -4310206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4310440.500000 Penalty: 5202.306152
	Iteration 23Q: 3 clusters Score -4310440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4310611.500000 Penalty: 5202.306152
	Iteration 24Q: 3 clusters Score -4310612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4310774.500000 Penalty: 5202.306152
	Iteration 25Q: 3 clusters Score -4310774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4310881.500000 Penalty: 5202.306152
	Iteration 26Q: 3 clusters Score -4310882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4310955.000000 Penalty: 5202.306152
	Iteration 27Q: 3 clusters Score -4310955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4310987.000000 Penalty: 5202.306152
	Iteration 28Q: 3 clusters Score -4310987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4311008.000000 Penalty: 5202.306152
	Iteration 29Q: 3 clusters Score -4311008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4311031.500000 Penalty: 5202.306152
	Iteration 30Q: 3 clusters Score -4311032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4311041.000000 Penalty: 5202.306152
	Iteration 31Q: 3 clusters Score -4311041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4311062.000000 Penalty: 5202.306152
	Iteration 32Q: 3 clusters Score -4311062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4311074.000000 Penalty: 5202.306152
	Iteration 33Q: 3 clusters Score -4311074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4311115.500000 Penalty: 5202.306152
	Iteration 34Q: 3 clusters Score -4311116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4311136.500000 Penalty: 5202.306152
	Iteration 35Q: 3 clusters Score -4311136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4311152.000000 Penalty: 5202.306152
	Iteration 36Q: 3 clusters Score -4311152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4311180.000000 Penalty: 5202.306152
	Iteration 37Q: 3 clusters Score -4311180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4311186.000000 Penalty: 5202.306152
	Iteration 38Q: 3 clusters Score -4311186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4311193.500000 Penalty: 5202.306152
	Iteration 39Q: 3 clusters Score -4311194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4311208.000000 Penalty: 5202.306152
	Iteration 40F: 3 clusters Score -4311208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4311216.500000 Penalty: 5202.306152
	Iteration 41Q: 3 clusters Score -4311216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4311205.000000 Penalty: 5202.306152
	Iteration 42Q: 3 clusters Score -4311205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4311217.000000 Penalty: 5202.306152
	Iteration 43Q: 3 clusters Score -4311217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4311217.500000 Penalty: 5202.306152
	Iteration 44Q: 3 clusters Score -4311218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4311228.500000 Penalty: 5202.306152
	Iteration 45Q: 3 clusters Score -4311228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -4311217.000000 Penalty: 5202.306152
	Iteration 46Q: 3 clusters Score -4311217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4311225.000000 Penalty: 5202.306152
	Iteration 47Q: 3 clusters Score -4311225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4311244.000000 Penalty: 5202.306152
	Iteration 48Q: 3 clusters Score -4311244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -4311258.000000 Penalty: 5202.306152
	Iteration 49Q: 3 clusters Score -4311258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4311263.000000 Penalty: 5202.306152
	Iteration 50Q: 3 clusters Score -4311263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4311277.500000 Penalty: 5202.306152
	Iteration 51Q: 3 clusters Score -4311278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -4311304.000000 Penalty: 5202.306152
	Iteration 52Q: 3 clusters Score -4311304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4311355.500000 Penalty: 5202.306152
	Iteration 53Q: 3 clusters Score -4311356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4311393.500000 Penalty: 5202.306152
	Iteration 54Q: 3 clusters Score -4311394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4311435.000000 Penalty: 5202.306152
	Iteration 55Q: 3 clusters Score -4311435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4311473.500000 Penalty: 5202.306152
	Iteration 56Q: 3 clusters Score -4311474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4311519.000000 Penalty: 5202.306152
	Iteration 57Q: 3 clusters Score -4311519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4311560.500000 Penalty: 5202.306152
	Iteration 58Q: 3 clusters Score -4311560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4311591.000000 Penalty: 5202.306152
	Iteration 59Q: 3 clusters Score -4311591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4311623.500000 Penalty: 5202.306152
	Iteration 60F: 3 clusters Score -4311624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -4311647.500000 Penalty: 5202.306152
	Iteration 61Q: 3 clusters Score -4311648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4311641.500000 Penalty: 5202.306152
	Iteration 62Q: 3 clusters Score -4311642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -4311636.000000 Penalty: 5202.306152
	Iteration 63Q: 3 clusters Score -4311636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4311644.500000 Penalty: 5202.306152
	Iteration 64Q: 3 clusters Score -4311644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4311639.500000 Penalty: 5202.306152
	Iteration 65Q: 3 clusters Score -4311640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -4311642.500000 Penalty: 5202.306152
	Iteration 66Q: 3 clusters Score -4311642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4311639.500000 Penalty: 5202.306152
	Iteration 67Q: 3 clusters Score -4311640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4311639.500000 Penalty: 5202.306152
	Iteration 68Q: 3 clusters Score -4311640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4311639.500000 Penalty: 5202.306152
	Iteration 69Q: 3 clusters Score -4311640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4311643.000000 Penalty: 5202.306152
	Iteration 70Q: 3 clusters Score -4311643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4311650.000000 Penalty: 5202.306152
	Iteration 71Q: 3 clusters Score -4311650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4311653.000000 Penalty: 5202.306152
	Iteration 72Q: 3 clusters Score -4311653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4311646.000000 Penalty: 5202.306152
	Iteration 73Q: 3 clusters Score -4311646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4311651.000000 Penalty: 5202.306152
	Iteration 74Q: 3 clusters Score -4311651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4311651.000000 Penalty: 5202.306152
	Iteration 75F: 3 clusters Score -4311651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 58887 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 181201 members 
Mstep: Class 17 contains 171399 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 15420 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 120149 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 10394 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 11982 members 
Mstep: Class 28 contains 42701 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 23683 members 
Mstep: Class 33 contains 33602 members 
Mstep: Class 34 contains 13001 members 
Mstep: Class 35 contains 3195 members 
Mstep: Class 36 contains 27439 members 
Entering Unmasked Estep 
Score: -134125240.000000 Penalty: 124302.195312
Splitting cluster 20 changes total score from -133908264.000000 to -134125240.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 92762 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 33684 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 181201 members 
Mstep: Class 17 contains 171399 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 15420 members 
Mstep: Class 20 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134173888.000000 Penalty: 124302.195312
Iteration 39Q: 37 clusters Score -1.341739e+08 nChanged 66868
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 40514 members 
Mstep: Class 3 contains 96182 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 10206 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 35344 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 12005 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 57011 members 
Mstep: Class 14 contains 14235 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 189624 members 
Mstep: Class 17 contains 165376 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 9461 members 
Mstep: Class 21 contains 6563 members 
Mstep: Class 22 contains 118112 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 9878 members 
Mstep: Class 25 contains 2860 members 
Mstep: Class 26 contains 3307 members 
Mstep: Class 27 contains 11754 members 
Mstep: Class 28 contains 40005 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 18569 members 
Mstep: Class 31 contains 10935 members 
Mstep: Class 32 contains 23071 members 
Mstep: Class 33 contains 31084 members 
Mstep: Class 34 contains 13742 members 
Mstep: Class 35 contains 3164 members 
Mstep: Class 36 contains 25646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134215696.000000 Penalty: 124302.195312
Iteration 40F: 37 clusters Score -1.342157e+08 nChanged 44437
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 38422 members 
Mstep: Class 3 contains 97821 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 35162 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 5099 members 
Mstep: Class 12 contains 10349 members 
Mstep: Class 13 contains 55554 members 
Mstep: Class 14 contains 13681 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 196974 members 
Mstep: Class 17 contains 157432 members 
Mstep: Class 18 contains 32896 members 
Mstep: Class 19 contains 15439 members 
Mstep: Class 20 contains 10030 members 
Mstep: Class 21 contains 7128 members 
Mstep: Class 22 contains 116285 members 
Mstep: Class 23 contains 11917 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 11592 members 
Mstep: Class 28 contains 39172 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 18777 members 
Mstep: Class 31 contains 11037 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 31037 members 
Mstep: Class 34 contains 15193 members 
Mstep: Class 35 contains 3181 members 
Mstep: Class 36 contains 24801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134235008.000000 Penalty: 124302.195312
Iteration 41Q: 37 clusters Score -1.34235e+08 nChanged 29701
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 37088 members 
Mstep: Class 3 contains 99063 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 9740 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 37010 members 
Mstep: Class 8 contains 35845 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 11940 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 10574 members 
Mstep: Class 13 contains 54267 members 
Mstep: Class 14 contains 13347 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 203928 members 
Mstep: Class 17 contains 150729 members 
Mstep: Class 18 contains 33446 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 10397 members 
Mstep: Class 21 contains 7469 members 
Mstep: Class 22 contains 114350 members 
Mstep: Class 23 contains 12022 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 2859 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 11445 members 
Mstep: Class 28 contains 38247 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 18849 members 
Mstep: Class 31 contains 10982 members 
Mstep: Class 32 contains 23928 members 
Mstep: Class 33 contains 30754 members 
Mstep: Class 34 contains 16323 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 24199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134244208.000000 Penalty: 124302.195312
Iteration 42Q: 37 clusters Score -1.342442e+08 nChanged 24158
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 36107 members 
Mstep: Class 3 contains 100175 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 9615 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 37739 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 6191 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 10799 members 
Mstep: Class 13 contains 53086 members 
Mstep: Class 14 contains 13142 members 
Mstep: Class 15 contains 7029 members 
Mstep: Class 16 contains 210338 members 
Mstep: Class 17 contains 144844 members 
Mstep: Class 18 contains 33766 members 
Mstep: Class 19 contains 15438 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 112288 members 
Mstep: Class 23 contains 12046 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 2870 members 
Mstep: Class 26 contains 3573 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 37321 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 18886 members 
Mstep: Class 31 contains 10893 members 
Mstep: Class 32 contains 24163 members 
Mstep: Class 33 contains 30444 members 
Mstep: Class 34 contains 17426 members 
Mstep: Class 35 contains 3184 members 
Mstep: Class 36 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134252416.000000 Penalty: 124302.195312
Iteration 43Q: 37 clusters Score -1.342524e+08 nChanged 20605
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 35336 members 
Mstep: Class 3 contains 101255 members 
Mstep: Class 4 contains 9958 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 38384 members 
Mstep: Class 8 contains 37349 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 11812 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 51896 members 
Mstep: Class 14 contains 12966 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 216099 members 
Mstep: Class 17 contains 139736 members 
Mstep: Class 18 contains 33995 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 10993 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 110185 members 
Mstep: Class 23 contains 12070 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 2880 members 
Mstep: Class 26 contains 3643 members 
Mstep: Class 27 contains 11270 members 
Mstep: Class 28 contains 36447 members 
Mstep: Class 29 contains 1648 members 
Mstep: Class 30 contains 18962 members 
Mstep: Class 31 contains 10803 members 
Mstep: Class 32 contains 24380 members 
Mstep: Class 33 contains 30086 members 
Mstep: Class 34 contains 18377 members 
Mstep: Class 35 contains 3192 members 
Mstep: Class 36 contains 23484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134258720.000000 Penalty: 124302.195312
Iteration 44Q: 37 clusters Score -1.342587e+08 nChanged 18690
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 34734 members 
Mstep: Class 3 contains 102234 members 
Mstep: Class 4 contains 9990 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 5770 members 
Mstep: Class 7 contains 39005 members 
Mstep: Class 8 contains 38104 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 11727 members 
Mstep: Class 11 contains 5870 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 50716 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 7773 members 
Mstep: Class 16 contains 221568 members 
Mstep: Class 17 contains 134890 members 
Mstep: Class 18 contains 34184 members 
Mstep: Class 19 contains 15428 members 
Mstep: Class 20 contains 11220 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 108086 members 
Mstep: Class 23 contains 12067 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 35685 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 10712 members 
Mstep: Class 32 contains 24620 members 
Mstep: Class 33 contains 29773 members 
Mstep: Class 34 contains 19286 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 23233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134261584.000000 Penalty: 124302.195312
Iteration 45Q: 37 clusters Score -1.342616e+08 nChanged 16814
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 34279 members 
Mstep: Class 3 contains 103052 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 39517 members 
Mstep: Class 8 contains 38832 members 
Mstep: Class 9 contains 5661 members 
Mstep: Class 10 contains 11653 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 49590 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 226411 members 
Mstep: Class 17 contains 130709 members 
Mstep: Class 18 contains 34318 members 
Mstep: Class 19 contains 15429 members 
Mstep: Class 20 contains 11440 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 106104 members 
Mstep: Class 23 contains 12051 members 
Mstep: Class 24 contains 10255 members 
Mstep: Class 25 contains 2871 members 
Mstep: Class 26 contains 3673 members 
Mstep: Class 27 contains 11140 members 
Mstep: Class 28 contains 34988 members 
Mstep: Class 29 contains 1652 members 
Mstep: Class 30 contains 19093 members 
Mstep: Class 31 contains 10613 members 
Mstep: Class 32 contains 24848 members 
Mstep: Class 33 contains 29497 members 
Mstep: Class 34 contains 20094 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 23035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134264592.000000 Penalty: 124302.195312
Iteration 46Q: 37 clusters Score -1.342646e+08 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 33953 members 
Mstep: Class 3 contains 103855 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 6192 members 
Mstep: Class 7 contains 39878 members 
Mstep: Class 8 contains 39551 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 11566 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 11661 members 
Mstep: Class 13 contains 48444 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 230748 members 
Mstep: Class 17 contains 126948 members 
Mstep: Class 18 contains 34429 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 104155 members 
Mstep: Class 23 contains 12086 members 
Mstep: Class 24 contains 10258 members 
Mstep: Class 25 contains 2867 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 11102 members 
Mstep: Class 28 contains 34353 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 19152 members 
Mstep: Class 31 contains 10486 members 
Mstep: Class 32 contains 25103 members 
Mstep: Class 33 contains 29212 members 
Mstep: Class 34 contains 20857 members 
Mstep: Class 35 contains 3193 members 
Mstep: Class 36 contains 22856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134268032.000000 Penalty: 124302.195312
Iteration 47Q: 37 clusters Score -1.34268e+08 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 33717 members 
Mstep: Class 3 contains 104573 members 
Mstep: Class 4 contains 10055 members 
Mstep: Class 5 contains 9391 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 40119 members 
Mstep: Class 8 contains 40341 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 11537 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 47338 members 
Mstep: Class 14 contains 12683 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 16 contains 234549 members 
Mstep: Class 17 contains 123648 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 11893 members 
Mstep: Class 21 contains 8371 members 
Mstep: Class 22 contains 102201 members 
Mstep: Class 23 contains 12153 members 
Mstep: Class 24 contains 10262 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 11078 members 
Mstep: Class 28 contains 33749 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 19233 members 
Mstep: Class 31 contains 10330 members 
Mstep: Class 32 contains 25400 members 
Mstep: Class 33 contains 28969 members 
Mstep: Class 34 contains 21528 members 
Mstep: Class 35 contains 3192 members 
Mstep: Class 36 contains 22686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134270944.000000 Penalty: 124302.195312
Iteration 48Q: 37 clusters Score -1.342709e+08 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 33509 members 
Mstep: Class 3 contains 105240 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 40293 members 
Mstep: Class 8 contains 41115 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 11481 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 46330 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 16 contains 238031 members 
Mstep: Class 17 contains 120598 members 
Mstep: Class 18 contains 34602 members 
Mstep: Class 19 contains 15447 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 8452 members 
Mstep: Class 22 contains 100389 members 
Mstep: Class 23 contains 12218 members 
Mstep: Class 24 contains 10267 members 
Mstep: Class 25 contains 2853 members 
Mstep: Class 26 contains 3692 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 33274 members 
Mstep: Class 29 contains 1652 members 
Mstep: Class 30 contains 19322 members 
Mstep: Class 31 contains 10144 members 
Mstep: Class 32 contains 25677 members 
Mstep: Class 33 contains 28677 members 
Mstep: Class 34 contains 22119 members 
Mstep: Class 35 contains 3174 members 
Mstep: Class 36 contains 22548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134273968.000000 Penalty: 124302.195312
Iteration 49Q: 37 clusters Score -1.34274e+08 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 33290 members 
Mstep: Class 3 contains 105923 members 
Mstep: Class 4 contains 10094 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 40477 members 
Mstep: Class 8 contains 41818 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 45275 members 
Mstep: Class 14 contains 12953 members 
Mstep: Class 15 contains 8802 members 
Mstep: Class 16 contains 241164 members 
Mstep: Class 17 contains 117872 members 
Mstep: Class 18 contains 34655 members 
Mstep: Class 19 contains 15469 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 8542 members 
Mstep: Class 22 contains 98658 members 
Mstep: Class 23 contains 12292 members 
Mstep: Class 24 contains 10269 members 
Mstep: Class 25 contains 2846 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 10987 members 
Mstep: Class 28 contains 32919 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 19423 members 
Mstep: Class 31 contains 9984 members 
Mstep: Class 32 contains 25926 members 
Mstep: Class 33 contains 28355 members 
Mstep: Class 34 contains 22588 members 
Mstep: Class 35 contains 3153 members 
Mstep: Class 36 contains 22433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134276560.000000 Penalty: 124302.195312
Iteration 50Q: 37 clusters Score -1.342766e+08 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 33111 members 
Mstep: Class 3 contains 106520 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 9339 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 40670 members 
Mstep: Class 8 contains 42508 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 11373 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 12033 members 
Mstep: Class 13 contains 44311 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 243911 members 
Mstep: Class 17 contains 115432 members 
Mstep: Class 18 contains 34692 members 
Mstep: Class 19 contains 15468 members 
Mstep: Class 20 contains 12383 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 96977 members 
Mstep: Class 23 contains 12389 members 
Mstep: Class 24 contains 10266 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 10906 members 
Mstep: Class 28 contains 32673 members 
Mstep: Class 29 contains 1656 members 
Mstep: Class 30 contains 19520 members 
Mstep: Class 31 contains 9851 members 
Mstep: Class 32 contains 26137 members 
Mstep: Class 33 contains 28060 members 
Mstep: Class 34 contains 23037 members 
Mstep: Class 35 contains 3153 members 
Mstep: Class 36 contains 22319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134277792.000000 Penalty: 124302.195312
Iteration 51Q: 37 clusters Score -1.342778e+08 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 32955 members 
Mstep: Class 3 contains 107168 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 6916 members 
Mstep: Class 7 contains 40838 members 
Mstep: Class 8 contains 43139 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 11332 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 12061 members 
Mstep: Class 13 contains 43404 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 246440 members 
Mstep: Class 17 contains 113235 members 
Mstep: Class 18 contains 34756 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 95331 members 
Mstep: Class 23 contains 12494 members 
Mstep: Class 24 contains 10270 members 
Mstep: Class 25 contains 2837 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 32421 members 
Mstep: Class 29 contains 1657 members 
Mstep: Class 30 contains 19598 members 
Mstep: Class 31 contains 9723 members 
Mstep: Class 32 contains 26366 members 
Mstep: Class 33 contains 27696 members 
Mstep: Class 34 contains 23464 members 
Mstep: Class 35 contains 3166 members 
Mstep: Class 36 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134279584.000000 Penalty: 124302.195312
Iteration 52Q: 37 clusters Score -1.342796e+08 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 32835 members 
Mstep: Class 3 contains 107884 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 41013 members 
Mstep: Class 8 contains 43790 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 12074 members 
Mstep: Class 13 contains 42503 members 
Mstep: Class 14 contains 13295 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 248662 members 
Mstep: Class 17 contains 111167 members 
Mstep: Class 18 contains 34836 members 
Mstep: Class 19 contains 15449 members 
Mstep: Class 20 contains 12598 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 93719 members 
Mstep: Class 23 contains 12593 members 
Mstep: Class 24 contains 10275 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 10667 members 
Mstep: Class 28 contains 32212 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 19671 members 
Mstep: Class 31 contains 9612 members 
Mstep: Class 32 contains 26633 members 
Mstep: Class 33 contains 27329 members 
Mstep: Class 34 contains 23807 members 
Mstep: Class 35 contains 3174 members 
Mstep: Class 36 contains 22131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134280800.000000 Penalty: 124302.195312
Iteration 53Q: 37 clusters Score -1.342808e+08 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 32736 members 
Mstep: Class 3 contains 108606 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 9327 members 
Mstep: Class 6 contains 7191 members 
Mstep: Class 7 contains 41209 members 
Mstep: Class 8 contains 44440 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 11342 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 12085 members 
Mstep: Class 13 contains 41671 members 
Mstep: Class 14 contains 13400 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 250737 members 
Mstep: Class 17 contains 109187 members 
Mstep: Class 18 contains 34862 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 92166 members 
Mstep: Class 23 contains 12727 members 
Mstep: Class 24 contains 10286 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 10561 members 
Mstep: Class 28 contains 32078 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 19730 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 26883 members 
Mstep: Class 33 contains 26905 members 
Mstep: Class 34 contains 24078 members 
Mstep: Class 35 contains 3181 members 
Mstep: Class 36 contains 22027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134281392.000000 Penalty: 124302.195312
Iteration 54Q: 37 clusters Score -1.342814e+08 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 32641 members 
Mstep: Class 3 contains 109260 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 7319 members 
Mstep: Class 7 contains 41394 members 
Mstep: Class 8 contains 45098 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 40870 members 
Mstep: Class 14 contains 13499 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 252626 members 
Mstep: Class 17 contains 107372 members 
Mstep: Class 18 contains 34894 members 
Mstep: Class 19 contains 15435 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 8850 members 
Mstep: Class 22 contains 90669 members 
Mstep: Class 23 contains 12896 members 
Mstep: Class 24 contains 10292 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 3707 members 
Mstep: Class 27 contains 10454 members 
Mstep: Class 28 contains 31978 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 19804 members 
Mstep: Class 31 contains 9414 members 
Mstep: Class 32 contains 27132 members 
Mstep: Class 33 contains 26521 members 
Mstep: Class 34 contains 24295 members 
Mstep: Class 35 contains 3187 members 
Mstep: Class 36 contains 21902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134282704.000000 Penalty: 124302.195312
Iteration 55Q: 37 clusters Score -1.342827e+08 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 32581 members 
Mstep: Class 3 contains 109913 members 
Mstep: Class 4 contains 10252 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 41549 members 
Mstep: Class 8 contains 45664 members 
Mstep: Class 9 contains 5905 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 40152 members 
Mstep: Class 14 contains 13620 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 254322 members 
Mstep: Class 17 contains 105722 members 
Mstep: Class 18 contains 34940 members 
Mstep: Class 19 contains 15428 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 89294 members 
Mstep: Class 23 contains 13076 members 
Mstep: Class 24 contains 10296 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 10335 members 
Mstep: Class 28 contains 31968 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 19884 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 27380 members 
Mstep: Class 33 contains 26098 members 
Mstep: Class 34 contains 24460 members 
Mstep: Class 35 contains 3195 members 
Mstep: Class 36 contains 21774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134283680.000000 Penalty: 124302.195312
Iteration 56Q: 37 clusters Score -1.342837e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 32503 members 
Mstep: Class 3 contains 110587 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 41732 members 
Mstep: Class 8 contains 46182 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12103 members 
Mstep: Class 13 contains 39520 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 255871 members 
Mstep: Class 17 contains 104089 members 
Mstep: Class 18 contains 35001 members 
Mstep: Class 19 contains 15423 members 
Mstep: Class 20 contains 12917 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 88022 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 10298 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 10214 members 
Mstep: Class 28 contains 31999 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 19934 members 
Mstep: Class 31 contains 9210 members 
Mstep: Class 32 contains 27639 members 
Mstep: Class 33 contains 25669 members 
Mstep: Class 34 contains 24607 members 
Mstep: Class 35 contains 3200 members 
Mstep: Class 36 contains 21638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134284560.000000 Penalty: 124302.195312
Iteration 57Q: 37 clusters Score -1.342846e+08 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 32439 members 
Mstep: Class 3 contains 111244 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 41935 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 11603 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 38979 members 
Mstep: Class 14 contains 13854 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 257323 members 
Mstep: Class 17 contains 102525 members 
Mstep: Class 18 contains 35026 members 
Mstep: Class 19 contains 15420 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 86825 members 
Mstep: Class 23 contains 13323 members 
Mstep: Class 24 contains 10299 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 10082 members 
Mstep: Class 28 contains 32073 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 19987 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 27930 members 
Mstep: Class 33 contains 25198 members 
Mstep: Class 34 contains 24724 members 
Mstep: Class 35 contains 3203 members 
Mstep: Class 36 contains 21480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134285584.000000 Penalty: 124302.195312
Iteration 58Q: 37 clusters Score -1.342856e+08 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 32410 members 
Mstep: Class 3 contains 111929 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 9325 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 42124 members 
Mstep: Class 8 contains 47153 members 
Mstep: Class 9 contains 6234 members 
Mstep: Class 10 contains 11721 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 12102 members 
Mstep: Class 13 contains 38465 members 
Mstep: Class 14 contains 13958 members 
Mstep: Class 15 contains 9566 members 
Mstep: Class 16 contains 258628 members 
Mstep: Class 17 contains 101124 members 
Mstep: Class 18 contains 35035 members 
Mstep: Class 19 contains 15426 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 85695 members 
Mstep: Class 23 contains 13451 members 
Mstep: Class 24 contains 10307 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 3719 members 
Mstep: Class 27 contains 9966 members 
Mstep: Class 28 contains 32159 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 20045 members 
Mstep: Class 31 contains 9020 members 
Mstep: Class 32 contains 28172 members 
Mstep: Class 33 contains 24656 members 
Mstep: Class 34 contains 24791 members 
Mstep: Class 35 contains 3197 members 
Mstep: Class 36 contains 21316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134286368.000000 Penalty: 124302.195312
Iteration 59Q: 37 clusters Score -1.342864e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 112619 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 42290 members 
Mstep: Class 8 contains 47594 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 12101 members 
Mstep: Class 13 contains 38004 members 
Mstep: Class 14 contains 14034 members 
Mstep: Class 15 contains 9619 members 
Mstep: Class 16 contains 259828 members 
Mstep: Class 17 contains 99817 members 
Mstep: Class 18 contains 35052 members 
Mstep: Class 19 contains 15431 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 9053 members 
Mstep: Class 22 contains 84624 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 10313 members 
Mstep: Class 25 contains 2831 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 9841 members 
Mstep: Class 28 contains 32221 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 20110 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 28424 members 
Mstep: Class 33 contains 24122 members 
Mstep: Class 34 contains 24858 members 
Mstep: Class 35 contains 3193 members 
Mstep: Class 36 contains 21139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134290048.000000 Penalty: 124302.195312
Iteration 60F: 37 clusters Score -1.3429e+08 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 113315 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 9286 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 42420 members 
Mstep: Class 8 contains 48028 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 12235 members 
Mstep: Class 11 contains 5835 members 
Mstep: Class 12 contains 12111 members 
Mstep: Class 13 contains 37369 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 260949 members 
Mstep: Class 17 contains 98535 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 12998 members 
Mstep: Class 21 contains 9078 members 
Mstep: Class 22 contains 83684 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 10320 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 32064 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 20163 members 
Mstep: Class 31 contains 8889 members 
Mstep: Class 32 contains 28668 members 
Mstep: Class 33 contains 23537 members 
Mstep: Class 34 contains 25362 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 20600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134295136.000000 Penalty: 124302.195312
Iteration 61Q: 37 clusters Score -1.342951e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 32339 members 
Mstep: Class 3 contains 114038 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 42571 members 
Mstep: Class 8 contains 48425 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 36784 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 262001 members 
Mstep: Class 17 contains 97271 members 
Mstep: Class 18 contains 35052 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9106 members 
Mstep: Class 22 contains 82821 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 9463 members 
Mstep: Class 28 contains 31969 members 
Mstep: Class 29 contains 1696 members 
Mstep: Class 30 contains 20217 members 
Mstep: Class 31 contains 8845 members 
Mstep: Class 32 contains 28887 members 
Mstep: Class 33 contains 22909 members 
Mstep: Class 34 contains 25810 members 
Mstep: Class 35 contains 3195 members 
Mstep: Class 36 contains 19708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134299680.000000 Penalty: 124302.195312
Iteration 62Q: 37 clusters Score -1.342997e+08 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 32314 members 
Mstep: Class 3 contains 114807 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 42721 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 7147 members 
Mstep: Class 10 contains 13725 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 12121 members 
Mstep: Class 13 contains 36260 members 
Mstep: Class 14 contains 14217 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 262970 members 
Mstep: Class 17 contains 96084 members 
Mstep: Class 18 contains 35023 members 
Mstep: Class 19 contains 15431 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 82011 members 
Mstep: Class 23 contains 13981 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 4173 members 
Mstep: Class 27 contains 9207 members 
Mstep: Class 28 contains 31881 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 20270 members 
Mstep: Class 31 contains 8831 members 
Mstep: Class 32 contains 29129 members 
Mstep: Class 33 contains 22221 members 
Mstep: Class 34 contains 26220 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 18702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134305120.000000 Penalty: 124302.195312
Iteration 63Q: 37 clusters Score -1.343051e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 32247 members 
Mstep: Class 3 contains 115624 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 9160 members 
Mstep: Class 6 contains 8509 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 49118 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 14209 members 
Mstep: Class 11 contains 5664 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 35780 members 
Mstep: Class 14 contains 14283 members 
Mstep: Class 15 contains 9963 members 
Mstep: Class 16 contains 263909 members 
Mstep: Class 17 contains 94984 members 
Mstep: Class 18 contains 35017 members 
Mstep: Class 19 contains 15440 members 
Mstep: Class 20 contains 12945 members 
Mstep: Class 21 contains 9180 members 
Mstep: Class 22 contains 81234 members 
Mstep: Class 23 contains 14106 members 
Mstep: Class 24 contains 10345 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 31745 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 20333 members 
Mstep: Class 31 contains 8807 members 
Mstep: Class 32 contains 29406 members 
Mstep: Class 33 contains 21446 members 
Mstep: Class 34 contains 26582 members 
Mstep: Class 35 contains 3186 members 
Mstep: Class 36 contains 18074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134309120.000000 Penalty: 124302.195312
Iteration 64Q: 37 clusters Score -1.343091e+08 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 32189 members 
Mstep: Class 3 contains 116472 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 9141 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 42947 members 
Mstep: Class 8 contains 49380 members 
Mstep: Class 9 contains 7856 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 12118 members 
Mstep: Class 13 contains 35278 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 264716 members 
Mstep: Class 17 contains 93886 members 
Mstep: Class 18 contains 35013 members 
Mstep: Class 19 contains 15435 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 80509 members 
Mstep: Class 23 contains 14218 members 
Mstep: Class 24 contains 10348 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 8563 members 
Mstep: Class 28 contains 31658 members 
Mstep: Class 29 contains 1683 members 
Mstep: Class 30 contains 20379 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 29705 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 26947 members 
Mstep: Class 35 contains 3189 members 
Mstep: Class 36 contains 17718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134313008.000000 Penalty: 124302.195312
Iteration 65Q: 37 clusters Score -1.34313e+08 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 32135 members 
Mstep: Class 3 contains 117337 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 43021 members 
Mstep: Class 8 contains 49626 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 12095 members 
Mstep: Class 13 contains 34842 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 10095 members 
Mstep: Class 16 contains 265430 members 
Mstep: Class 17 contains 92811 members 
Mstep: Class 18 contains 35010 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 9251 members 
Mstep: Class 22 contains 79866 members 
Mstep: Class 23 contains 14321 members 
Mstep: Class 24 contains 10352 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4242 members 
Mstep: Class 27 contains 8303 members 
Mstep: Class 28 contains 31609 members 
Mstep: Class 29 contains 1683 members 
Mstep: Class 30 contains 20415 members 
Mstep: Class 31 contains 8739 members 
Mstep: Class 32 contains 30069 members 
Mstep: Class 33 contains 19851 members 
Mstep: Class 34 contains 27274 members 
Mstep: Class 35 contains 3182 members 
Mstep: Class 36 contains 17499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134314208.000000 Penalty: 124302.195312
Iteration 66Q: 37 clusters Score -1.343142e+08 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 32115 members 
Mstep: Class 3 contains 118192 members 
Mstep: Class 4 contains 10582 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 6 contains 9043 members 
Mstep: Class 7 contains 43128 members 
Mstep: Class 8 contains 49898 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 13 contains 34433 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 10174 members 
Mstep: Class 16 contains 266104 members 
Mstep: Class 17 contains 91733 members 
Mstep: Class 18 contains 34990 members 
Mstep: Class 19 contains 15439 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 9282 members 
Mstep: Class 22 contains 79264 members 
Mstep: Class 23 contains 14441 members 
Mstep: Class 24 contains 10355 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 8141 members 
Mstep: Class 28 contains 31554 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 20452 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 30439 members 
Mstep: Class 33 contains 19031 members 
Mstep: Class 34 contains 27615 members 
Mstep: Class 35 contains 3185 members 
Mstep: Class 36 contains 17372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134315168.000000 Penalty: 124302.195312
Iteration 67Q: 37 clusters Score -1.343152e+08 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 32062 members 
Mstep: Class 3 contains 119069 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 9109 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 43267 members 
Mstep: Class 8 contains 50107 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 14396 members 
Mstep: Class 11 contains 5874 members 
Mstep: Class 12 contains 12079 members 
Mstep: Class 13 contains 34030 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 266763 members 
Mstep: Class 17 contains 90697 members 
Mstep: Class 18 contains 34973 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13102 members 
Mstep: Class 21 contains 9328 members 
Mstep: Class 22 contains 78703 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 10352 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 8057 members 
Mstep: Class 28 contains 31530 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 20490 members 
Mstep: Class 31 contains 8625 members 
Mstep: Class 32 contains 30864 members 
Mstep: Class 33 contains 18179 members 
Mstep: Class 34 contains 27915 members 
Mstep: Class 35 contains 3180 members 
Mstep: Class 36 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134316144.000000 Penalty: 124302.195312
Iteration 68Q: 37 clusters Score -1.343161e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 31978 members 
Mstep: Class 3 contains 119958 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 43414 members 
Mstep: Class 8 contains 50288 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 14268 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 33676 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 10320 members 
Mstep: Class 16 contains 267386 members 
Mstep: Class 17 contains 89611 members 
Mstep: Class 18 contains 34967 members 
Mstep: Class 19 contains 15444 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 78221 members 
Mstep: Class 23 contains 14624 members 
Mstep: Class 24 contains 10350 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4278 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 31506 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20525 members 
Mstep: Class 31 contains 8549 members 
Mstep: Class 32 contains 31363 members 
Mstep: Class 33 contains 17324 members 
Mstep: Class 34 contains 28185 members 
Mstep: Class 35 contains 3181 members 
Mstep: Class 36 contains 17263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134317248.000000 Penalty: 124302.195312
Iteration 69Q: 37 clusters Score -1.343172e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31910 members 
Mstep: Class 3 contains 120854 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 43514 members 
Mstep: Class 8 contains 50461 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 12078 members 
Mstep: Class 13 contains 33389 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 267957 members 
Mstep: Class 17 contains 88513 members 
Mstep: Class 18 contains 34945 members 
Mstep: Class 19 contains 15439 members 
Mstep: Class 20 contains 13230 members 
Mstep: Class 21 contains 9412 members 
Mstep: Class 22 contains 77792 members 
Mstep: Class 23 contains 14716 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4281 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 31440 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20552 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 31929 members 
Mstep: Class 33 contains 16460 members 
Mstep: Class 34 contains 28470 members 
Mstep: Class 35 contains 3185 members 
Mstep: Class 36 contains 17237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134317968.000000 Penalty: 124302.195312
Iteration 70Q: 37 clusters Score -1.34318e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 31811 members 
Mstep: Class 3 contains 121765 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 9532 members 
Mstep: Class 7 contains 43644 members 
Mstep: Class 8 contains 50655 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 12077 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 14456 members 
Mstep: Class 15 contains 10475 members 
Mstep: Class 16 contains 268470 members 
Mstep: Class 17 contains 87400 members 
Mstep: Class 18 contains 34911 members 
Mstep: Class 19 contains 15435 members 
Mstep: Class 20 contains 13308 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 77361 members 
Mstep: Class 23 contains 14782 members 
Mstep: Class 24 contains 10355 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4284 members 
Mstep: Class 27 contains 7974 members 
Mstep: Class 28 contains 31375 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20579 members 
Mstep: Class 31 contains 8359 members 
Mstep: Class 32 contains 32557 members 
Mstep: Class 33 contains 15599 members 
Mstep: Class 34 contains 28750 members 
Mstep: Class 35 contains 3189 members 
Mstep: Class 36 contains 17222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134318448.000000 Penalty: 124302.195312
Iteration 71Q: 37 clusters Score -1.343184e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 31723 members 
Mstep: Class 3 contains 122675 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 9104 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 43727 members 
Mstep: Class 8 contains 50861 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13875 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 12077 members 
Mstep: Class 13 contains 32911 members 
Mstep: Class 14 contains 14510 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 268934 members 
Mstep: Class 17 contains 86244 members 
Mstep: Class 18 contains 34902 members 
Mstep: Class 19 contains 15440 members 
Mstep: Class 20 contains 13362 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 76958 members 
Mstep: Class 23 contains 14824 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 31358 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20611 members 
Mstep: Class 31 contains 8274 members 
Mstep: Class 32 contains 33249 members 
Mstep: Class 33 contains 14720 members 
Mstep: Class 34 contains 29004 members 
Mstep: Class 35 contains 3184 members 
Mstep: Class 36 contains 17207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134319168.000000 Penalty: 124302.195312
Iteration 72Q: 37 clusters Score -1.343192e+08 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 31612 members 
Mstep: Class 3 contains 123594 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 9103 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 43794 members 
Mstep: Class 8 contains 51054 members 
Mstep: Class 9 contains 8314 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 6089 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 32698 members 
Mstep: Class 14 contains 14543 members 
Mstep: Class 15 contains 10592 members 
Mstep: Class 16 contains 269352 members 
Mstep: Class 17 contains 85037 members 
Mstep: Class 18 contains 34883 members 
Mstep: Class 19 contains 15440 members 
Mstep: Class 20 contains 13413 members 
Mstep: Class 21 contains 9559 members 
Mstep: Class 22 contains 76589 members 
Mstep: Class 23 contains 14862 members 
Mstep: Class 24 contains 10353 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4290 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 31354 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 20643 members 
Mstep: Class 31 contains 8204 members 
Mstep: Class 32 contains 33988 members 
Mstep: Class 33 contains 13882 members 
Mstep: Class 34 contains 29228 members 
Mstep: Class 35 contains 3182 members 
Mstep: Class 36 contains 17198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134319728.000000 Penalty: 124302.195312
Iteration 73Q: 37 clusters Score -1.343197e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 31462 members 
Mstep: Class 3 contains 124589 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 43843 members 
Mstep: Class 8 contains 51203 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 13656 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 12062 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 269777 members 
Mstep: Class 17 contains 83813 members 
Mstep: Class 18 contains 34830 members 
Mstep: Class 19 contains 15433 members 
Mstep: Class 20 contains 13474 members 
Mstep: Class 21 contains 9618 members 
Mstep: Class 22 contains 76265 members 
Mstep: Class 23 contains 14895 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7942 members 
Mstep: Class 28 contains 31335 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 20670 members 
Mstep: Class 31 contains 8168 members 
Mstep: Class 32 contains 34788 members 
Mstep: Class 33 contains 13025 members 
Mstep: Class 34 contains 29434 members 
Mstep: Class 35 contains 3190 members 
Mstep: Class 36 contains 17189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134321024.000000 Penalty: 124302.195312
Iteration 74Q: 37 clusters Score -1.34321e+08 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 31336 members 
Mstep: Class 3 contains 125569 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 9098 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 43898 members 
Mstep: Class 8 contains 51354 members 
Mstep: Class 9 contains 8303 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 12059 members 
Mstep: Class 13 contains 32314 members 
Mstep: Class 14 contains 14580 members 
Mstep: Class 15 contains 10731 members 
Mstep: Class 16 contains 270119 members 
Mstep: Class 17 contains 82501 members 
Mstep: Class 18 contains 34817 members 
Mstep: Class 19 contains 15429 members 
Mstep: Class 20 contains 13511 members 
Mstep: Class 21 contains 9664 members 
Mstep: Class 22 contains 75972 members 
Mstep: Class 23 contains 14918 members 
Mstep: Class 24 contains 10352 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7933 members 
Mstep: Class 28 contains 31338 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 8138 members 
Mstep: Class 32 contains 35645 members 
Mstep: Class 33 contains 12188 members 
Mstep: Class 34 contains 29637 members 
Mstep: Class 35 contains 3195 members 
Mstep: Class 36 contains 17189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134321936.000000 Penalty: 124302.195312
Iteration 75Q: 37 clusters Score -1.343219e+08 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 31228 members 
Mstep: Class 3 contains 126550 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 10020 members 
Mstep: Class 7 contains 43949 members 
Mstep: Class 8 contains 51475 members 
Mstep: Class 9 contains 8297 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 12051 members 
Mstep: Class 13 contains 32162 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 270374 members 
Mstep: Class 17 contains 81192 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 15423 members 
Mstep: Class 20 contains 13535 members 
Mstep: Class 21 contains 9708 members 
Mstep: Class 22 contains 75699 members 
Mstep: Class 23 contains 14942 members 
Mstep: Class 24 contains 10353 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7925 members 
Mstep: Class 28 contains 31362 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20694 members 
Mstep: Class 31 contains 8125 members 
Mstep: Class 32 contains 36541 members 
Mstep: Class 33 contains 11395 members 
Mstep: Class 34 contains 29848 members 
Mstep: Class 35 contains 3201 members 
Mstep: Class 36 contains 17186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134322640.000000 Penalty: 124302.195312
Iteration 76Q: 37 clusters Score -1.343226e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 31072 members 
Mstep: Class 3 contains 127492 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 43968 members 
Mstep: Class 8 contains 51610 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 32027 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 10872 members 
Mstep: Class 16 contains 270663 members 
Mstep: Class 17 contains 79875 members 
Mstep: Class 18 contains 34780 members 
Mstep: Class 19 contains 15431 members 
Mstep: Class 20 contains 13560 members 
Mstep: Class 21 contains 9746 members 
Mstep: Class 22 contains 75437 members 
Mstep: Class 23 contains 14972 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4290 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 31396 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20709 members 
Mstep: Class 31 contains 8115 members 
Mstep: Class 32 contains 37480 members 
Mstep: Class 33 contains 10625 members 
Mstep: Class 34 contains 30022 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 17188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134323328.000000 Penalty: 124302.195312
Iteration 77Q: 37 clusters Score -1.343233e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 30925 members 
Mstep: Class 3 contains 128418 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 6 contains 10104 members 
Mstep: Class 7 contains 44015 members 
Mstep: Class 8 contains 51735 members 
Mstep: Class 9 contains 8291 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 13 contains 31916 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 10928 members 
Mstep: Class 16 contains 270908 members 
Mstep: Class 17 contains 78512 members 
Mstep: Class 18 contains 34776 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13589 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 75186 members 
Mstep: Class 23 contains 14989 members 
Mstep: Class 24 contains 10351 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 31449 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 30 contains 20720 members 
Mstep: Class 31 contains 8103 members 
Mstep: Class 32 contains 38441 members 
Mstep: Class 33 contains 9892 members 
Mstep: Class 34 contains 30203 members 
Mstep: Class 35 contains 3180 members 
Mstep: Class 36 contains 17186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134323856.000000 Penalty: 124302.195312
Iteration 78Q: 37 clusters Score -1.343239e+08 nChanged 4550
Entering ConstructFrom: 
Score: -134323856.000000 Penalty: 124302.195312
Entering ConstructFrom: 
Trying to split cluster 1 (31787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Entering Unmasked Estep 
Score: -3937700.250000 Penalty: 2570.969482
	Iteration 0F: 2 clusters Score -3937700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3915935.750000 Penalty: 5141.938965
	Iteration 0F: 3 clusters Score -3915936 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3923773.000000 Penalty: 5141.938965
	Iteration 1F: 3 clusters Score -3923773 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3924393.000000 Penalty: 5141.938965
	Iteration 2F: 3 clusters Score -3924393 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3925197.500000 Penalty: 5141.938965
	Iteration 3F: 3 clusters Score -3925198 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3926377.250000 Penalty: 5141.938965
	Iteration 4F: 3 clusters Score -3926377 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3927932.750000 Penalty: 5141.938965
	Iteration 5F: 3 clusters Score -3927933 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3929719.250000 Penalty: 5141.938965
	Iteration 6F: 3 clusters Score -3929719 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3931301.000000 Penalty: 5141.938965
	Iteration 7F: 3 clusters Score -3931301 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3932485.750000 Penalty: 5141.938965
	Iteration 8F: 3 clusters Score -3932486 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3933288.000000 Penalty: 5141.938965
	Iteration 9Q: 3 clusters Score -3933288 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3933840.750000 Penalty: 5141.938965
	Iteration 10Q: 3 clusters Score -3933841 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3934266.500000 Penalty: 5141.938965
	Iteration 11Q: 3 clusters Score -3934266 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3934578.750000 Penalty: 5141.938965
	Iteration 12Q: 3 clusters Score -3934579 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3934792.750000 Penalty: 5141.938965
	Iteration 13Q: 3 clusters Score -3934793 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3934972.000000 Penalty: 5141.938965
	Iteration 14Q: 3 clusters Score -3934972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3935094.000000 Penalty: 5141.938965
	Iteration 15Q: 3 clusters Score -3935094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3935178.750000 Penalty: 5141.938965
	Iteration 16Q: 3 clusters Score -3935179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3935251.500000 Penalty: 5141.938965
	Iteration 17Q: 3 clusters Score -3935252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3935293.250000 Penalty: 5141.938965
	Iteration 18Q: 3 clusters Score -3935293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3935340.250000 Penalty: 5141.938965
	Iteration 19Q: 3 clusters Score -3935340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3935356.250000 Penalty: 5141.938965
	Iteration 20F: 3 clusters Score -3935356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3935390.000000 Penalty: 5141.938965
	Iteration 21Q: 3 clusters Score -3935390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3935412.000000 Penalty: 5141.938965
	Iteration 22Q: 3 clusters Score -3935412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3935441.000000 Penalty: 5141.938965
	Iteration 23Q: 3 clusters Score -3935441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3935465.500000 Penalty: 5141.938965
	Iteration 24Q: 3 clusters Score -3935466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3935483.750000 Penalty: 5141.938965
	Iteration 25Q: 3 clusters Score -3935484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3935501.250000 Penalty: 5141.938965
	Iteration 26Q: 3 clusters Score -3935501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3935515.000000 Penalty: 5141.938965
	Iteration 27Q: 3 clusters Score -3935515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3935514.000000 Penalty: 5141.938965
	Iteration 28Q: 3 clusters Score -3935514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3935528.000000 Penalty: 5141.938965
	Iteration 29Q: 3 clusters Score -3935528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3935526.750000 Penalty: 5141.938965
	Iteration 30Q: 3 clusters Score -3935527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3935534.250000 Penalty: 5141.938965
	Iteration 31Q: 3 clusters Score -3935534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3935545.750000 Penalty: 5141.938965
	Iteration 32Q: 3 clusters Score -3935546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3935546.750000 Penalty: 5141.938965
	Iteration 33Q: 3 clusters Score -3935547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3935543.500000 Penalty: 5141.938965
	Iteration 34Q: 3 clusters Score -3935544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3935548.500000 Penalty: 5141.938965
	Iteration 35Q: 3 clusters Score -3935548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3935551.250000 Penalty: 5141.938965
	Iteration 36Q: 3 clusters Score -3935551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3935555.250000 Penalty: 5141.938965
	Iteration 37Q: 3 clusters Score -3935555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3935560.500000 Penalty: 5141.938965
	Iteration 38Q: 3 clusters Score -3935560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3935563.000000 Penalty: 5141.938965
	Iteration 39Q: 3 clusters Score -3935563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3935569.750000 Penalty: 5141.938965
	Iteration 40F: 3 clusters Score -3935570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3935571.500000 Penalty: 5141.938965
	Iteration 41Q: 3 clusters Score -3935572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3935572.250000 Penalty: 5141.938965
	Iteration 42Q: 3 clusters Score -3935572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3935574.500000 Penalty: 5141.938965
	Iteration 43Q: 3 clusters Score -3935574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3935573.000000 Penalty: 5141.938965
	Iteration 44Q: 3 clusters Score -3935573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3935573.500000 Penalty: 5141.938965
	Iteration 45Q: 3 clusters Score -3935574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3935571.500000 Penalty: 5141.938965
	Iteration 46Q: 3 clusters Score -3935572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3935571.500000 Penalty: 5141.938965
	Iteration 47Q: 3 clusters Score -3935572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3935571.500000 Penalty: 5141.938965
	Iteration 48F: 3 clusters Score -3935572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Entering Unmasked Estep 
Score: -3768572.250000 Penalty: 2563.066406
	Iteration 0F: 2 clusters Score -3768572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3747400.750000 Penalty: 5126.132812
	Iteration 0F: 3 clusters Score -3747401 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3755226.250000 Penalty: 5126.132812
	Iteration 1F: 3 clusters Score -3755226 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3756064.000000 Penalty: 5126.132812
	Iteration 2F: 3 clusters Score -3756064 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3757048.750000 Penalty: 5126.132812
	Iteration 3F: 3 clusters Score -3757049 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3758211.500000 Penalty: 5126.132812
	Iteration 4F: 3 clusters Score -3758212 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3759362.000000 Penalty: 5126.132812
	Iteration 5F: 3 clusters Score -3759362 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3760456.000000 Penalty: 5126.132812
	Iteration 6F: 3 clusters Score -3760456 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3761402.750000 Penalty: 5126.132812
	Iteration 7F: 3 clusters Score -3761403 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3762219.250000 Penalty: 5126.132812
	Iteration 8Q: 3 clusters Score -3762219 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3762834.000000 Penalty: 5126.132812
	Iteration 9Q: 3 clusters Score -3762834 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3763386.750000 Penalty: 5126.132812
	Iteration 10Q: 3 clusters Score -3763387 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3763925.000000 Penalty: 5126.132812
	Iteration 11Q: 3 clusters Score -3763925 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3764555.000000 Penalty: 5126.132812
	Iteration 12Q: 3 clusters Score -3764555 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3765248.250000 Penalty: 5126.132812
	Iteration 13Q: 3 clusters Score -3765248 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3765876.500000 Penalty: 5126.132812
	Iteration 14Q: 3 clusters Score -3765876 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3766387.250000 Penalty: 5126.132812
	Iteration 15Q: 3 clusters Score -3766387 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3766809.000000 Penalty: 5126.132812
	Iteration 16Q: 3 clusters Score -3766809 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3767175.000000 Penalty: 5126.132812
	Iteration 17Q: 3 clusters Score -3767175 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3767438.500000 Penalty: 5126.132812
	Iteration 18Q: 3 clusters Score -3767438 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3767637.750000 Penalty: 5126.132812
	Iteration 19Q: 3 clusters Score -3767638 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3767766.000000 Penalty: 5126.132812
	Iteration 20F: 3 clusters Score -3767766 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3767871.750000 Penalty: 5126.132812
	Iteration 21Q: 3 clusters Score -3767872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3767951.750000 Penalty: 5126.132812
	Iteration 22Q: 3 clusters Score -3767952 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3768006.750000 Penalty: 5126.132812
	Iteration 23Q: 3 clusters Score -3768007 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3768043.250000 Penalty: 5126.132812
	Iteration 24Q: 3 clusters Score -3768043 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3768070.750000 Penalty: 5126.132812
	Iteration 25Q: 3 clusters Score -3768071 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3768102.500000 Penalty: 5126.132812
	Iteration 26Q: 3 clusters Score -3768102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3768102.000000 Penalty: 5126.132812
	Iteration 27Q: 3 clusters Score -3768102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3768115.250000 Penalty: 5126.132812
	Iteration 28Q: 3 clusters Score -3768115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3768124.500000 Penalty: 5126.132812
	Iteration 29Q: 3 clusters Score -3768124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3768124.500000 Penalty: 5126.132812
	Iteration 30Q: 3 clusters Score -3768124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3768130.250000 Penalty: 5126.132812
	Iteration 31Q: 3 clusters Score -3768130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3768135.750000 Penalty: 5126.132812
	Iteration 32Q: 3 clusters Score -3768136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3768130.250000 Penalty: 5126.132812
	Iteration 33Q: 3 clusters Score -3768130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3768144.000000 Penalty: 5126.132812
	Iteration 34Q: 3 clusters Score -3768144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3768132.000000 Penalty: 5126.132812
	Iteration 35Q: 3 clusters Score -3768132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3768133.750000 Penalty: 5126.132812
	Iteration 36Q: 3 clusters Score -3768134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3768140.500000 Penalty: 5126.132812
	Iteration 37Q: 3 clusters Score -3768140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3768138.250000 Penalty: 5126.132812
	Iteration 38Q: 3 clusters Score -3768138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3768138.000000 Penalty: 5126.132812
	Iteration 39Q: 3 clusters Score -3768138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3768140.250000 Penalty: 5126.132812
	Iteration 40F: 3 clusters Score -3768140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3768145.750000 Penalty: 5126.132812
	Iteration 41Q: 3 clusters Score -3768146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3768149.000000 Penalty: 5126.132812
	Iteration 42Q: 3 clusters Score -3768149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3768148.250000 Penalty: 5126.132812
	Iteration 43Q: 3 clusters Score -3768148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3768144.250000 Penalty: 5126.132812
	Iteration 44Q: 3 clusters Score -3768144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3768149.750000 Penalty: 5126.132812
	Iteration 45Q: 3 clusters Score -3768150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3768143.500000 Penalty: 5126.132812
	Iteration 46Q: 3 clusters Score -3768144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3768153.000000 Penalty: 5126.132812
	Iteration 47Q: 3 clusters Score -3768153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3768149.750000 Penalty: 5126.132812
	Iteration 48Q: 3 clusters Score -3768150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3768149.500000 Penalty: 5126.132812
	Iteration 49Q: 3 clusters Score -3768150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3768149.500000 Penalty: 5126.132812
	Iteration 50Q: 3 clusters Score -3768150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3768152.250000 Penalty: 5126.132812
	Iteration 51Q: 3 clusters Score -3768152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3768150.750000 Penalty: 5126.132812
	Iteration 52Q: 3 clusters Score -3768151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3768157.750000 Penalty: 5126.132812
	Iteration 53Q: 3 clusters Score -3768158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3768150.000000 Penalty: 5126.132812
	Iteration 54Q: 3 clusters Score -3768150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3768150.000000 Penalty: 5126.132812
	Iteration 55F: 3 clusters Score -3768150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (129359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Entering Unmasked Estep 
Score: -16166124.000000 Penalty: 2919.045898
	Iteration 0F: 2 clusters Score -1.616612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -16079838.000000 Penalty: 5838.091797
	Iteration 0F: 3 clusters Score -1.607984e+07 nChanged 61753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -16115003.000000 Penalty: 5838.091797
	Iteration 1F: 3 clusters Score -1.6115e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -16115943.000000 Penalty: 5838.091797
	Iteration 2Q: 3 clusters Score -1.611594e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -16116926.000000 Penalty: 5838.091797
	Iteration 3Q: 3 clusters Score -1.611693e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -16118246.000000 Penalty: 5838.091797
	Iteration 4Q: 3 clusters Score -1.611825e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -16119756.000000 Penalty: 5838.091797
	Iteration 5Q: 3 clusters Score -1.611976e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -16121760.000000 Penalty: 5838.091797
	Iteration 6Q: 3 clusters Score -1.612176e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -16124536.000000 Penalty: 5838.091797
	Iteration 7Q: 3 clusters Score -1.612454e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -16127654.000000 Penalty: 5838.091797
	Iteration 8Q: 3 clusters Score -1.612765e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -16131046.000000 Penalty: 5838.091797
	Iteration 9F: 3 clusters Score -1.613105e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -16134226.000000 Penalty: 5838.091797
	Iteration 10F: 3 clusters Score -1.613423e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -16136938.000000 Penalty: 5838.091797
	Iteration 11Q: 3 clusters Score -1.613694e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -16139049.000000 Penalty: 5838.091797
	Iteration 12Q: 3 clusters Score -1.613905e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -16140565.000000 Penalty: 5838.091797
	Iteration 13Q: 3 clusters Score -1.614056e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -16141894.000000 Penalty: 5838.091797
	Iteration 14Q: 3 clusters Score -1.614189e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -16142919.000000 Penalty: 5838.091797
	Iteration 15Q: 3 clusters Score -1.614292e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -16143889.000000 Penalty: 5838.091797
	Iteration 16Q: 3 clusters Score -1.614389e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -16144772.000000 Penalty: 5838.091797
	Iteration 17Q: 3 clusters Score -1.614477e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -16145385.000000 Penalty: 5838.091797
	Iteration 18Q: 3 clusters Score -1.614538e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -16146218.000000 Penalty: 5838.091797
	Iteration 19Q: 3 clusters Score -1.614622e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -16147089.000000 Penalty: 5838.091797
	Iteration 20F: 3 clusters Score -1.614709e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -16148083.000000 Penalty: 5838.091797
	Iteration 21Q: 3 clusters Score -1.614808e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -16149041.000000 Penalty: 5838.091797
	Iteration 22Q: 3 clusters Score -1.614904e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -16150254.000000 Penalty: 5838.091797
	Iteration 23Q: 3 clusters Score -1.615025e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -16151465.000000 Penalty: 5838.091797
	Iteration 24Q: 3 clusters Score -1.615146e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -16152850.000000 Penalty: 5838.091797
	Iteration 25Q: 3 clusters Score -1.615285e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -16154153.000000 Penalty: 5838.091797
	Iteration 26Q: 3 clusters Score -1.615415e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -16155518.000000 Penalty: 5838.091797
	Iteration 27Q: 3 clusters Score -1.615552e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 118186 members 
Entering Unmasked Estep 
Score: -16157025.000000 Penalty: 5838.091797
	Iteration 28Q: 3 clusters Score -1.615702e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -16158472.000000 Penalty: 5838.091797
	Iteration 29Q: 3 clusters Score -1.615847e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -16159857.000000 Penalty: 5838.091797
	Iteration 30Q: 3 clusters Score -1.615986e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -16160857.000000 Penalty: 5838.091797
	Iteration 31Q: 3 clusters Score -1.616086e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -16161665.000000 Penalty: 5838.091797
	Iteration 32Q: 3 clusters Score -1.616166e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -16162274.000000 Penalty: 5838.091797
	Iteration 33Q: 3 clusters Score -1.616227e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -16162760.000000 Penalty: 5838.091797
	Iteration 34Q: 3 clusters Score -1.616276e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 127431 members 
Entering Unmasked Estep 
Score: -16163078.000000 Penalty: 5838.091797
	Iteration 35Q: 3 clusters Score -1.616308e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -16163232.000000 Penalty: 5838.091797
	Iteration 36Q: 3 clusters Score -1.616323e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 127905 members 
Entering Unmasked Estep 
Score: -16163350.000000 Penalty: 5838.091797
	Iteration 37Q: 3 clusters Score -1.616335e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 128037 members 
Entering Unmasked Estep 
Score: -16163418.000000 Penalty: 5838.091797
	Iteration 38Q: 3 clusters Score -1.616342e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -16163487.000000 Penalty: 5838.091797
	Iteration 39Q: 3 clusters Score -1.616349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 128211 members 
Entering Unmasked Estep 
Score: -16163539.000000 Penalty: 5838.091797
	Iteration 40F: 3 clusters Score -1.616354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -16163559.000000 Penalty: 5838.091797
	Iteration 41Q: 3 clusters Score -1.616356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -16163574.000000 Penalty: 5838.091797
	Iteration 42Q: 3 clusters Score -1.616357e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -16163601.000000 Penalty: 5838.091797
	Iteration 43Q: 3 clusters Score -1.61636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 128343 members 
Entering Unmasked Estep 
Score: -16163607.000000 Penalty: 5838.091797
	Iteration 44Q: 3 clusters Score -1.616361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -16163622.000000 Penalty: 5838.091797
	Iteration 45Q: 3 clusters Score -1.616362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -16163628.000000 Penalty: 5838.091797
	Iteration 46Q: 3 clusters Score -1.616363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -16163636.000000 Penalty: 5838.091797
	Iteration 47Q: 3 clusters Score -1.616364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -16163632.000000 Penalty: 5838.091797
	Iteration 48Q: 3 clusters Score -1.616363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -16163639.000000 Penalty: 5838.091797
	Iteration 49Q: 3 clusters Score -1.616364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 128403 members 
Entering Unmasked Estep 
Score: -16163645.000000 Penalty: 5838.091797
	Iteration 50Q: 3 clusters Score -1.616364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -16163644.000000 Penalty: 5838.091797
	Iteration 51Q: 3 clusters Score -1.616364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -16163649.000000 Penalty: 5838.091797
	Iteration 52Q: 3 clusters Score -1.616365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -16163657.000000 Penalty: 5838.091797
	Iteration 53Q: 3 clusters Score -1.616366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 128418 members 
Entering Unmasked Estep 
Score: -16163659.000000 Penalty: 5838.091797
	Iteration 54Q: 3 clusters Score -1.616366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 128426 members 
Entering Unmasked Estep 
Score: -16163659.000000 Penalty: 5838.091797
	Iteration 55Q: 3 clusters Score -1.616366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 128427 members 
Entering Unmasked Estep 
Score: -16163675.000000 Penalty: 5838.091797
	Iteration 56Q: 3 clusters Score -1.616368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -16163671.000000 Penalty: 5838.091797
	Iteration 57Q: 3 clusters Score -1.616367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 128432 members 
Entering Unmasked Estep 
Score: -16163680.000000 Penalty: 5838.091797
	Iteration 58Q: 3 clusters Score -1.616368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -16163686.000000 Penalty: 5838.091797
	Iteration 59Q: 3 clusters Score -1.616369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -16163700.000000 Penalty: 5838.091797
	Iteration 60F: 3 clusters Score -1.61637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -16163698.000000 Penalty: 5838.091797
	Iteration 61Q: 3 clusters Score -1.61637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -16163708.000000 Penalty: 5838.091797
	Iteration 62Q: 3 clusters Score -1.616371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -16163717.000000 Penalty: 5838.091797
	Iteration 63Q: 3 clusters Score -1.616372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -16163709.000000 Penalty: 5838.091797
	Iteration 64Q: 3 clusters Score -1.616371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -16163718.000000 Penalty: 5838.091797
	Iteration 65Q: 3 clusters Score -1.616372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -16163713.000000 Penalty: 5838.091797
	Iteration 66Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 128443 members 
Entering Unmasked Estep 
Score: -16163712.000000 Penalty: 5838.091797
	Iteration 67Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -16163713.000000 Penalty: 5838.091797
	Iteration 68Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -16163709.000000 Penalty: 5838.091797
	Iteration 69Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -16163706.000000 Penalty: 5838.091797
	Iteration 70Q: 3 clusters Score -1.616371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -16163719.000000 Penalty: 5838.091797
	Iteration 71Q: 3 clusters Score -1.616372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -16163713.000000 Penalty: 5838.091797
	Iteration 72Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -16163717.000000 Penalty: 5838.091797
	Iteration 73Q: 3 clusters Score -1.616372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -16163715.000000 Penalty: 5838.091797
	Iteration 74Q: 3 clusters Score -1.616372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -16163716.000000 Penalty: 5838.091797
	Iteration 75Q: 3 clusters Score -1.616372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -16163719.000000 Penalty: 5838.091797
	Iteration 76Q: 3 clusters Score -1.616372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163716.000000 Penalty: 5838.091797
	Iteration 77Q: 3 clusters Score -1.616372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -16163714.000000 Penalty: 5838.091797
	Iteration 78Q: 3 clusters Score -1.616371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163721.000000 Penalty: 5838.091797
	Iteration 79Q: 3 clusters Score -1.616372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163723.000000 Penalty: 5838.091797
	Iteration 80F: 3 clusters Score -1.616372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163722.000000 Penalty: 5838.091797
	Iteration 81Q: 3 clusters Score -1.616372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163723.000000 Penalty: 5838.091797
	Iteration 82Q: 3 clusters Score -1.616372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -16163723.000000 Penalty: 5838.091797
	Iteration 83F: 3 clusters Score -1.616372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Entering Unmasked Estep 
Score: -1103726.000000 Penalty: 2294.581787
	Iteration 0F: 2 clusters Score -1103726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1095937.000000 Penalty: 4589.163574
	Iteration 0F: 3 clusters Score -1095937 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1099176.250000 Penalty: 4589.163574
	Iteration 1F: 3 clusters Score -1099176 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1100976.125000 Penalty: 4589.163574
	Iteration 2F: 3 clusters Score -1100976 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1102902.375000 Penalty: 4589.163574
	Iteration 3F: 3 clusters Score -1102902 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1104275.750000 Penalty: 4589.163574
	Iteration 4F: 3 clusters Score -1104276 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1104945.125000 Penalty: 4589.163574
	Iteration 5F: 3 clusters Score -1104945 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1105312.750000 Penalty: 4589.163574
	Iteration 6Q: 3 clusters Score -1105313 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1105522.875000 Penalty: 4589.163574
	Iteration 7Q: 3 clusters Score -1105523 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1105673.750000 Penalty: 4589.163574
	Iteration 8Q: 3 clusters Score -1105674 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1105771.875000 Penalty: 4589.163574
	Iteration 9Q: 3 clusters Score -1105772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1105826.125000 Penalty: 4589.163574
	Iteration 10Q: 3 clusters Score -1105826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1105862.000000 Penalty: 4589.163574
	Iteration 11Q: 3 clusters Score -1105862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1105880.875000 Penalty: 4589.163574
	Iteration 12Q: 3 clusters Score -1105881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1105898.250000 Penalty: 4589.163574
	Iteration 13Q: 3 clusters Score -1105898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1105913.250000 Penalty: 4589.163574
	Iteration 14Q: 3 clusters Score -1105913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1105927.500000 Penalty: 4589.163574
	Iteration 15Q: 3 clusters Score -1105928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1105940.625000 Penalty: 4589.163574
	Iteration 16Q: 3 clusters Score -1105941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1105948.875000 Penalty: 4589.163574
	Iteration 17Q: 3 clusters Score -1105949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1105957.500000 Penalty: 4589.163574
	Iteration 18Q: 3 clusters Score -1105958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1105961.500000 Penalty: 4589.163574
	Iteration 19Q: 3 clusters Score -1105962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1105972.375000 Penalty: 4589.163574
	Iteration 20F: 3 clusters Score -1105972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1105974.875000 Penalty: 4589.163574
	Iteration 21Q: 3 clusters Score -1105975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1105976.500000 Penalty: 4589.163574
	Iteration 22Q: 3 clusters Score -1105976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1105977.625000 Penalty: 4589.163574
	Iteration 23Q: 3 clusters Score -1105978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1105982.500000 Penalty: 4589.163574
	Iteration 24Q: 3 clusters Score -1105982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1105984.625000 Penalty: 4589.163574
	Iteration 25Q: 3 clusters Score -1105985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1105984.500000 Penalty: 4589.163574
	Iteration 26Q: 3 clusters Score -1105984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1105986.625000 Penalty: 4589.163574
	Iteration 27Q: 3 clusters Score -1105987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1105988.000000 Penalty: 4589.163574
	Iteration 28Q: 3 clusters Score -1105988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1105987.375000 Penalty: 4589.163574
	Iteration 29Q: 3 clusters Score -1105987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1105989.250000 Penalty: 4589.163574
	Iteration 30Q: 3 clusters Score -1105989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1105990.625000 Penalty: 4589.163574
	Iteration 31Q: 3 clusters Score -1105991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1105990.875000 Penalty: 4589.163574
	Iteration 32Q: 3 clusters Score -1105991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1105990.875000 Penalty: 4589.163574
	Iteration 33F: 3 clusters Score -1105991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 44074 members 
Mstep: Class 8 contains 51816 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Entering Unmasked Estep 
Score: -134325568.000000 Penalty: 127755.039062
Splitting cluster 4 changes total score from -134323856.000000 to -134325568.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (9095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Entering Unmasked Estep 
Score: -1083791.250000 Penalty: 2260.639160
	Iteration 0F: 2 clusters Score -1083791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1076869.125000 Penalty: 4521.278320
	Iteration 0F: 3 clusters Score -1076869 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1080062.125000 Penalty: 4521.278320
	Iteration 1F: 3 clusters Score -1080062 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1082666.875000 Penalty: 4521.278320
	Iteration 2F: 3 clusters Score -1082667 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1085325.625000 Penalty: 4521.278320
	Iteration 3F: 3 clusters Score -1085326 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1086829.000000 Penalty: 4521.278320
	Iteration 4F: 3 clusters Score -1086829 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1087326.000000 Penalty: 4521.278320
	Iteration 5F: 3 clusters Score -1087326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1087487.125000 Penalty: 4521.278320
	Iteration 6Q: 3 clusters Score -1087487 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1087542.750000 Penalty: 4521.278320
	Iteration 7Q: 3 clusters Score -1087543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1087562.625000 Penalty: 4521.278320
	Iteration 8Q: 3 clusters Score -1087563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1087575.125000 Penalty: 4521.278320
	Iteration 9Q: 3 clusters Score -1087575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1087587.875000 Penalty: 4521.278320
	Iteration 10Q: 3 clusters Score -1087588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1087602.125000 Penalty: 4521.278320
	Iteration 11Q: 3 clusters Score -1087602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1087607.250000 Penalty: 4521.278320
	Iteration 12Q: 3 clusters Score -1087607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1087612.125000 Penalty: 4521.278320
	Iteration 13Q: 3 clusters Score -1087612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1087618.875000 Penalty: 4521.278320
	Iteration 14Q: 3 clusters Score -1087619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1087619.875000 Penalty: 4521.278320
	Iteration 15Q: 3 clusters Score -1087620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1087623.000000 Penalty: 4521.278320
	Iteration 16Q: 3 clusters Score -1087623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1087625.125000 Penalty: 4521.278320
	Iteration 17Q: 3 clusters Score -1087625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1087625.625000 Penalty: 4521.278320
	Iteration 18Q: 3 clusters Score -1087626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1087629.625000 Penalty: 4521.278320
	Iteration 19Q: 3 clusters Score -1087630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1087631.375000 Penalty: 4521.278320
	Iteration 20F: 3 clusters Score -1087631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1087628.750000 Penalty: 4521.278320
	Iteration 21Q: 3 clusters Score -1087629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1087627.250000 Penalty: 4521.278320
	Iteration 22Q: 3 clusters Score -1087627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1087629.000000 Penalty: 4521.278320
	Iteration 23Q: 3 clusters Score -1087629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1087629.375000 Penalty: 4521.278320
	Iteration 24Q: 3 clusters Score -1087629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1087630.375000 Penalty: 4521.278320
	Iteration 25Q: 3 clusters Score -1087630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1087630.375000 Penalty: 4521.278320
	Iteration 26F: 3 clusters Score -1087630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 44074 members 
Mstep: Class 8 contains 51816 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Entering Unmasked Estep 
Score: -134328480.000000 Penalty: 131207.875000
Splitting cluster 5 changes total score from -134323856.000000 to -134328480.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (10131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Entering Unmasked Estep 
Score: -1235118.000000 Penalty: 2287.392090
	Iteration 0F: 2 clusters Score -1235118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1227336.500000 Penalty: 4574.784180
	Iteration 0F: 3 clusters Score -1227336 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1229660.625000 Penalty: 4574.784180
	Iteration 1F: 3 clusters Score -1229661 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1230037.000000 Penalty: 4574.784180
	Iteration 2F: 3 clusters Score -1230037 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1230343.875000 Penalty: 4574.784180
	Iteration 3F: 3 clusters Score -1230344 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1230570.250000 Penalty: 4574.784180
	Iteration 4Q: 3 clusters Score -1230570 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1230777.125000 Penalty: 4574.784180
	Iteration 5Q: 3 clusters Score -1230777 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1230983.750000 Penalty: 4574.784180
	Iteration 6Q: 3 clusters Score -1230984 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1231209.875000 Penalty: 4574.784180
	Iteration 7Q: 3 clusters Score -1231210 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1231422.250000 Penalty: 4574.784180
	Iteration 8Q: 3 clusters Score -1231422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1231616.125000 Penalty: 4574.784180
	Iteration 9Q: 3 clusters Score -1231616 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1231802.375000 Penalty: 4574.784180
	Iteration 10Q: 3 clusters Score -1231802 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1231977.375000 Penalty: 4574.784180
	Iteration 11Q: 3 clusters Score -1231977 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1232129.500000 Penalty: 4574.784180
	Iteration 12Q: 3 clusters Score -1232130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1232258.875000 Penalty: 4574.784180
	Iteration 13Q: 3 clusters Score -1232259 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1232376.250000 Penalty: 4574.784180
	Iteration 14Q: 3 clusters Score -1232376 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1232473.625000 Penalty: 4574.784180
	Iteration 15Q: 3 clusters Score -1232474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1232559.375000 Penalty: 4574.784180
	Iteration 16Q: 3 clusters Score -1232559 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1232615.375000 Penalty: 4574.784180
	Iteration 17Q: 3 clusters Score -1232615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1232659.750000 Penalty: 4574.784180
	Iteration 18Q: 3 clusters Score -1232660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1232699.000000 Penalty: 4574.784180
	Iteration 19Q: 3 clusters Score -1232699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1232724.625000 Penalty: 4574.784180
	Iteration 20F: 3 clusters Score -1232725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1232747.750000 Penalty: 4574.784180
	Iteration 21Q: 3 clusters Score -1232748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1232757.000000 Penalty: 4574.784180
	Iteration 22Q: 3 clusters Score -1232757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1232775.125000 Penalty: 4574.784180
	Iteration 23Q: 3 clusters Score -1232775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1232788.250000 Penalty: 4574.784180
	Iteration 24Q: 3 clusters Score -1232788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1232791.875000 Penalty: 4574.784180
	Iteration 25Q: 3 clusters Score -1232792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1232799.125000 Penalty: 4574.784180
	Iteration 26Q: 3 clusters Score -1232799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1232803.500000 Penalty: 4574.784180
	Iteration 27Q: 3 clusters Score -1232804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1232817.000000 Penalty: 4574.784180
	Iteration 28Q: 3 clusters Score -1232817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1232821.125000 Penalty: 4574.784180
	Iteration 29Q: 3 clusters Score -1232821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1232826.875000 Penalty: 4574.784180
	Iteration 30Q: 3 clusters Score -1232827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1232831.875000 Penalty: 4574.784180
	Iteration 31Q: 3 clusters Score -1232832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1232833.250000 Penalty: 4574.784180
	Iteration 32Q: 3 clusters Score -1232833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1232836.750000 Penalty: 4574.784180
	Iteration 33Q: 3 clusters Score -1232837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1232839.750000 Penalty: 4574.784180
	Iteration 34Q: 3 clusters Score -1232840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1232844.375000 Penalty: 4574.784180
	Iteration 35Q: 3 clusters Score -1232844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1232842.750000 Penalty: 4574.784180
	Iteration 36Q: 3 clusters Score -1232843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1232849.000000 Penalty: 4574.784180
	Iteration 37Q: 3 clusters Score -1232849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1232849.750000 Penalty: 4574.784180
	Iteration 38Q: 3 clusters Score -1232850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1232850.375000 Penalty: 4574.784180
	Iteration 39Q: 3 clusters Score -1232850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1232851.250000 Penalty: 4574.784180
	Iteration 40F: 3 clusters Score -1232851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1232853.500000 Penalty: 4574.784180
	Iteration 41Q: 3 clusters Score -1232854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1232854.625000 Penalty: 4574.784180
	Iteration 42Q: 3 clusters Score -1232855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1232858.375000 Penalty: 4574.784180
	Iteration 43Q: 3 clusters Score -1232858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1232857.250000 Penalty: 4574.784180
	Iteration 44Q: 3 clusters Score -1232857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1232860.500000 Penalty: 4574.784180
	Iteration 45Q: 3 clusters Score -1232860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1232859.500000 Penalty: 4574.784180
	Iteration 46Q: 3 clusters Score -1232860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1232860.000000 Penalty: 4574.784180
	Iteration 47Q: 3 clusters Score -1232860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1232860.000000 Penalty: 4574.784180
	Iteration 48F: 3 clusters Score -1232860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Entering Unmasked Estep 
Score: -5088871.000000 Penalty: 2652.019043
	Iteration 0F: 2 clusters Score -5088871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5059359.500000 Penalty: 5304.038086
	Iteration 0F: 3 clusters Score -5059360 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5072590.500000 Penalty: 5304.038086
	Iteration 1F: 3 clusters Score -5072590 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5075637.000000 Penalty: 5304.038086
	Iteration 2F: 3 clusters Score -5075637 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5077757.500000 Penalty: 5304.038086
	Iteration 3F: 3 clusters Score -5077758 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5079276.000000 Penalty: 5304.038086
	Iteration 4F: 3 clusters Score -5079276 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5080625.500000 Penalty: 5304.038086
	Iteration 5F: 3 clusters Score -5080626 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -5081909.500000 Penalty: 5304.038086
	Iteration 6F: 3 clusters Score -5081910 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5083048.500000 Penalty: 5304.038086
	Iteration 7Q: 3 clusters Score -5083048 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -5084071.000000 Penalty: 5304.038086
	Iteration 8Q: 3 clusters Score -5084071 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5085115.000000 Penalty: 5304.038086
	Iteration 9Q: 3 clusters Score -5085115 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5086140.500000 Penalty: 5304.038086
	Iteration 10Q: 3 clusters Score -5086140 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5087168.000000 Penalty: 5304.038086
	Iteration 11Q: 3 clusters Score -5087168 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5088140.000000 Penalty: 5304.038086
	Iteration 12Q: 3 clusters Score -5088140 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -5089138.000000 Penalty: 5304.038086
	Iteration 13Q: 3 clusters Score -5089138 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5090153.000000 Penalty: 5304.038086
	Iteration 14Q: 3 clusters Score -5090153 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5091116.000000 Penalty: 5304.038086
	Iteration 15Q: 3 clusters Score -5091116 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5091949.000000 Penalty: 5304.038086
	Iteration 16Q: 3 clusters Score -5091949 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5092647.500000 Penalty: 5304.038086
	Iteration 17Q: 3 clusters Score -5092648 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5093356.500000 Penalty: 5304.038086
	Iteration 18Q: 3 clusters Score -5093356 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5094107.500000 Penalty: 5304.038086
	Iteration 19Q: 3 clusters Score -5094108 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5094614.000000 Penalty: 5304.038086
	Iteration 20F: 3 clusters Score -5094614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5094862.000000 Penalty: 5304.038086
	Iteration 21Q: 3 clusters Score -5094862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5095026.000000 Penalty: 5304.038086
	Iteration 22Q: 3 clusters Score -5095026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5095322.000000 Penalty: 5304.038086
	Iteration 23Q: 3 clusters Score -5095322 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5096100.500000 Penalty: 5304.038086
	Iteration 24Q: 3 clusters Score -5096100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5096770.000000 Penalty: 5304.038086
	Iteration 25Q: 3 clusters Score -5096770 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5096960.500000 Penalty: 5304.038086
	Iteration 26Q: 3 clusters Score -5096960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5097021.500000 Penalty: 5304.038086
	Iteration 27Q: 3 clusters Score -5097022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5097044.500000 Penalty: 5304.038086
	Iteration 28Q: 3 clusters Score -5097044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5097068.000000 Penalty: 5304.038086
	Iteration 29Q: 3 clusters Score -5097068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5097066.000000 Penalty: 5304.038086
	Iteration 30Q: 3 clusters Score -5097066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5097074.000000 Penalty: 5304.038086
	Iteration 31Q: 3 clusters Score -5097074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5097068.500000 Penalty: 5304.038086
	Iteration 32Q: 3 clusters Score -5097068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5097069.500000 Penalty: 5304.038086
	Iteration 33Q: 3 clusters Score -5097070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5097076.000000 Penalty: 5304.038086
	Iteration 34Q: 3 clusters Score -5097076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5097778.000000 Penalty: 5304.038086
	Iteration 35F: 3 clusters Score -5097778 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5098039.500000 Penalty: 5304.038086
	Iteration 36Q: 3 clusters Score -5098040 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5098083.000000 Penalty: 5304.038086
	Iteration 37Q: 3 clusters Score -5098083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5098106.500000 Penalty: 5304.038086
	Iteration 38Q: 3 clusters Score -5098106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5098115.000000 Penalty: 5304.038086
	Iteration 39Q: 3 clusters Score -5098115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5098118.500000 Penalty: 5304.038086
	Iteration 40F: 3 clusters Score -5098118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5098124.500000 Penalty: 5304.038086
	Iteration 41Q: 3 clusters Score -5098124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5098118.500000 Penalty: 5304.038086
	Iteration 42Q: 3 clusters Score -5098118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5098121.500000 Penalty: 5304.038086
	Iteration 43Q: 3 clusters Score -5098122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5098121.500000 Penalty: 5304.038086
	Iteration 44F: 3 clusters Score -5098122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 51816 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Entering Unmasked Estep 
Score: -134337056.000000 Penalty: 134660.718750
Splitting cluster 7 changes total score from -134323856.000000 to -134337056.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (51816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Entering Unmasked Estep 
Score: -6443756.500000 Penalty: 2692.152588
	Iteration 0F: 2 clusters Score -6443756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6408786.500000 Penalty: 5384.305176
	Iteration 0F: 3 clusters Score -6408786 nChanged 24002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -6422365.500000 Penalty: 5384.305176
	Iteration 1F: 3 clusters Score -6422366 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -6423213.500000 Penalty: 5384.305176
	Iteration 2Q: 3 clusters Score -6423214 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6424374.500000 Penalty: 5384.305176
	Iteration 3Q: 3 clusters Score -6424374 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6425857.000000 Penalty: 5384.305176
	Iteration 4Q: 3 clusters Score -6425857 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -6427656.500000 Penalty: 5384.305176
	Iteration 5F: 3 clusters Score -6427656 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -6429762.500000 Penalty: 5384.305176
	Iteration 6F: 3 clusters Score -6429762 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -6432254.500000 Penalty: 5384.305176
	Iteration 7F: 3 clusters Score -6432254 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -6434769.000000 Penalty: 5384.305176
	Iteration 8F: 3 clusters Score -6434769 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -6436971.500000 Penalty: 5384.305176
	Iteration 9F: 3 clusters Score -6436972 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -6438733.000000 Penalty: 5384.305176
	Iteration 10Q: 3 clusters Score -6438733 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6439984.000000 Penalty: 5384.305176
	Iteration 11Q: 3 clusters Score -6439984 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6440759.000000 Penalty: 5384.305176
	Iteration 12Q: 3 clusters Score -6440759 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6441192.000000 Penalty: 5384.305176
	Iteration 13Q: 3 clusters Score -6441192 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6441458.000000 Penalty: 5384.305176
	Iteration 14Q: 3 clusters Score -6441458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6441630.500000 Penalty: 5384.305176
	Iteration 15Q: 3 clusters Score -6441630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6441728.500000 Penalty: 5384.305176
	Iteration 16Q: 3 clusters Score -6441728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6441822.500000 Penalty: 5384.305176
	Iteration 17Q: 3 clusters Score -6441822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6441887.000000 Penalty: 5384.305176
	Iteration 18Q: 3 clusters Score -6441887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6441940.000000 Penalty: 5384.305176
	Iteration 19Q: 3 clusters Score -6441940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6441979.000000 Penalty: 5384.305176
	Iteration 20F: 3 clusters Score -6441979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6442005.000000 Penalty: 5384.305176
	Iteration 21Q: 3 clusters Score -6442005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6442021.000000 Penalty: 5384.305176
	Iteration 22Q: 3 clusters Score -6442021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6442035.000000 Penalty: 5384.305176
	Iteration 23Q: 3 clusters Score -6442035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6442063.500000 Penalty: 5384.305176
	Iteration 24Q: 3 clusters Score -6442064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6442062.000000 Penalty: 5384.305176
	Iteration 25Q: 3 clusters Score -6442062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6442070.500000 Penalty: 5384.305176
	Iteration 26Q: 3 clusters Score -6442070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6442086.000000 Penalty: 5384.305176
	Iteration 27Q: 3 clusters Score -6442086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6442088.000000 Penalty: 5384.305176
	Iteration 28Q: 3 clusters Score -6442088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6442096.000000 Penalty: 5384.305176
	Iteration 29Q: 3 clusters Score -6442096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6442113.500000 Penalty: 5384.305176
	Iteration 30Q: 3 clusters Score -6442114 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6442116 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6442130 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6442130 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6442137 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6442140 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50759 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6442152 nChanged 22
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Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6442152 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6442160 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6442160 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6442172.500000 Penalty: 5384.305176
	Iteration 40F: 3 clusters Score -6442172 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6442190 nChanged 17
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Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6442196 nChanged 14
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Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6442192 nChanged 12
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Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6442201 nChanged 16
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Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6442209 nChanged 16
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Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6442202 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6442215 nChanged 7
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Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6442219 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6442229 nChanged 8
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Mstep: Class 1 contains 50794 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6442230 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6442238 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6442243 nChanged 22
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6442258 nChanged 24
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Mstep: Class 1 contains 50791 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6442268 nChanged 33
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Mstep: Class 1 contains 50784 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6442282 nChanged 43
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Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6442309 nChanged 48
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Mstep: Class 1 contains 50761 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6442332 nChanged 50
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Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6442376 nChanged 69
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Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6442430 nChanged 79
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Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6442536 nChanged 128
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Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6442678 nChanged 154
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Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6442853 nChanged 167
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Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6443024 nChanged 198
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Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6443263 nChanged 198
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Mstep: Class 1 contains 50248 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6443448 nChanged 193
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Mstep: Class 1 contains 50097 members 
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	Iteration 66Q: 3 clusters Score -6443606 nChanged 184
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Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 1871 members 
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	Iteration 67Q: 3 clusters Score -6443732 nChanged 173
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Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6443838 nChanged 145
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Mstep: Class 1 contains 49649 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6443908 nChanged 134
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Mstep: Class 1 contains 49519 members 
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	Iteration 70Q: 3 clusters Score -6443972 nChanged 110
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Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6444017 nChanged 95
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Mstep: Class 1 contains 49318 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6444036 nChanged 88
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Mstep: Class 1 contains 49230 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6444064 nChanged 69
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Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6444097 nChanged 55
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Mstep: Class 1 contains 49106 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6444103 nChanged 46
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Mstep: Class 1 contains 49060 members 
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	Iteration 76Q: 3 clusters Score -6444116 nChanged 35
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Mstep: Class 1 contains 49025 members 
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	Iteration 77Q: 3 clusters Score -6444127 nChanged 34
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Mstep: Class 1 contains 48991 members 
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	Iteration 78Q: 3 clusters Score -6444130 nChanged 27
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Mstep: Class 1 contains 48964 members 
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	Iteration 79Q: 3 clusters Score -6444129 nChanged 21
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Mstep: Class 1 contains 48943 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6444266 nChanged 143
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Mstep: Class 1 contains 48800 members 
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	Iteration 81Q: 3 clusters Score -6444376 nChanged 153
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Mstep: Class 1 contains 48649 members 
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	Iteration 82Q: 3 clusters Score -6444429 nChanged 143
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	Iteration 83Q: 3 clusters Score -6444492 nChanged 153
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Mstep: Class 1 contains 48359 members 
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	Iteration 84Q: 3 clusters Score -6444560 nChanged 178
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Mstep: Class 1 contains 48181 members 
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	Iteration 85Q: 3 clusters Score -6444672 nChanged 162
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Mstep: Class 1 contains 48021 members 
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	Iteration 86Q: 3 clusters Score -6444719 nChanged 146
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Mstep: Class 1 contains 47875 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6444770 nChanged 157
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Mstep: Class 1 contains 47718 members 
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	Iteration 88Q: 3 clusters Score -6444838 nChanged 185
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Mstep: Class 1 contains 47533 members 
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	Iteration 89Q: 3 clusters Score -6444882 nChanged 176
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Mstep: Class 1 contains 47359 members 
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	Iteration 90Q: 3 clusters Score -6444917 nChanged 179
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6444966 nChanged 186
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Mstep: Class 1 contains 46994 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6445030 nChanged 174
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Mstep: Class 1 contains 46820 members 
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	Iteration 93Q: 3 clusters Score -6445071 nChanged 182
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Mstep: Class 1 contains 46640 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6445137 nChanged 182
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Mstep: Class 1 contains 46458 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6445186 nChanged 196
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Mstep: Class 1 contains 46264 members 
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	Iteration 96Q: 3 clusters Score -6445250 nChanged 186
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Mstep: Class 1 contains 46078 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6445305 nChanged 177
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Mstep: Class 1 contains 45901 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6445354 nChanged 156
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Mstep: Class 1 contains 45745 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6445394 nChanged 132
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Mstep: Class 1 contains 45613 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6445513 nChanged 241
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Mstep: Class 1 contains 45372 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6445692 nChanged 344
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Mstep: Class 1 contains 45028 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6445966 nChanged 389
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Mstep: Class 1 contains 44643 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6446224 nChanged 459
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Mstep: Class 1 contains 44202 members 
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	Iteration 104Q: 3 clusters Score -6446502 nChanged 442
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Mstep: Class 1 contains 43772 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6446740 nChanged 420
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	Iteration 106Q: 3 clusters Score -6446917 nChanged 390
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Mstep: Class 1 contains 42998 members 
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	Iteration 107Q: 3 clusters Score -6447063 nChanged 375
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	Iteration 108Q: 3 clusters Score -6447240 nChanged 334
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	Iteration 109Q: 3 clusters Score -6447318 nChanged 264
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	Iteration 110Q: 3 clusters Score -6447410 nChanged 247
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Mstep: Class 1 contains 41788 members 
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	Iteration 111Q: 3 clusters Score -6447491 nChanged 213
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6447518 nChanged 194
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	Iteration 113Q: 3 clusters Score -6447596 nChanged 153
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	Iteration 114Q: 3 clusters Score -6447609 nChanged 133
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	Iteration 115Q: 3 clusters Score -6447632 nChanged 131
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	Iteration 116Q: 3 clusters Score -6447646 nChanged 143
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6447674 nChanged 132
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	Iteration 118Q: 3 clusters Score -6447690 nChanged 123
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Mstep: Class 1 contains 40568 members 
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	Iteration 119Q: 3 clusters Score -6447690 nChanged 98
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Mstep: Class 1 contains 40470 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6447713 nChanged 98
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6447724 nChanged 85
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	Iteration 122Q: 3 clusters Score -6447736 nChanged 61
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6447750 nChanged 62
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Entering Unmasked Estep 
Score: -6447758.500000 Penalty: 5384.305176
	Iteration 124Q: 3 clusters Score -6447758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -6447779.000000 Penalty: 5384.305176
	Iteration 125Q: 3 clusters Score -6447779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -6447772.000000 Penalty: 5384.305176
	Iteration 126Q: 3 clusters Score -6447772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -6447776.000000 Penalty: 5384.305176
	Iteration 127Q: 3 clusters Score -6447776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -6447773.000000 Penalty: 5384.305176
	Iteration 128Q: 3 clusters Score -6447773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -6447760.000000 Penalty: 5384.305176
	Iteration 129Q: 3 clusters Score -6447760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -6447769.000000 Penalty: 5384.305176
	Iteration 130Q: 3 clusters Score -6447769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6447765.500000 Penalty: 5384.305176
	Iteration 131Q: 3 clusters Score -6447766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -6447774.000000 Penalty: 5384.305176
	Iteration 132Q: 3 clusters Score -6447774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6447782.500000 Penalty: 5384.305176
	Iteration 133Q: 3 clusters Score -6447782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -6447785.500000 Penalty: 5384.305176
	Iteration 134Q: 3 clusters Score -6447786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -6447791.500000 Penalty: 5384.305176
	Iteration 135Q: 3 clusters Score -6447792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -6447784.000000 Penalty: 5384.305176
	Iteration 136Q: 3 clusters Score -6447784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6447782.000000 Penalty: 5384.305176
	Iteration 137Q: 3 clusters Score -6447782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -6447773.500000 Penalty: 5384.305176
	Iteration 138Q: 3 clusters Score -6447774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -6447778.500000 Penalty: 5384.305176
	Iteration 139Q: 3 clusters Score -6447778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -6447782.000000 Penalty: 5384.305176
	Iteration 140F: 3 clusters Score -6447782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -6447787.500000 Penalty: 5384.305176
	Iteration 141Q: 3 clusters Score -6447788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -6447780.500000 Penalty: 5384.305176
	Iteration 142Q: 3 clusters Score -6447780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -6447780.000000 Penalty: 5384.305176
	Iteration 143Q: 3 clusters Score -6447780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -6447780.000000 Penalty: 5384.305176
	Iteration 144Q: 3 clusters Score -6447780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -6447775.500000 Penalty: 5384.305176
	Iteration 145Q: 3 clusters Score -6447776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -6447770.000000 Penalty: 5384.305176
	Iteration 146Q: 3 clusters Score -6447770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -6447770.000000 Penalty: 5384.305176
	Iteration 147F: 3 clusters Score -6447770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Entering Unmasked Estep 
Score: -134340320.000000 Penalty: 138113.546875
Splitting cluster 8 changes total score from -134323856.000000 to -134340320.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -992255.125000 Penalty: 2237.655762
	Iteration 0F: 2 clusters Score -992255.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -985661.812500 Penalty: 4475.311523
	Iteration 0F: 3 clusters Score -985661.8 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -988055.312500 Penalty: 4475.311523
	Iteration 1F: 3 clusters Score -988055.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -989291.937500 Penalty: 4475.311523
	Iteration 2F: 3 clusters Score -989291.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -991472.187500 Penalty: 4475.311523
	Iteration 3F: 3 clusters Score -991472.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -994130.812500 Penalty: 4475.311523
	Iteration 4F: 3 clusters Score -994130.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -995404.187500 Penalty: 4475.311523
	Iteration 5F: 3 clusters Score -995404.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -995870.625000 Penalty: 4475.311523
	Iteration 6Q: 3 clusters Score -995870.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -996101.250000 Penalty: 4475.311523
	Iteration 7Q: 3 clusters Score -996101.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -996186.625000 Penalty: 4475.311523
	Iteration 8Q: 3 clusters Score -996186.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -996205.812500 Penalty: 4475.311523
	Iteration 9Q: 3 clusters Score -996205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -996217.562500 Penalty: 4475.311523
	Iteration 10Q: 3 clusters Score -996217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -996221.312500 Penalty: 4475.311523
	Iteration 11Q: 3 clusters Score -996221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -996221.750000 Penalty: 4475.311523
	Iteration 12Q: 3 clusters Score -996221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -996222.687500 Penalty: 4475.311523
	Iteration 13Q: 3 clusters Score -996222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -996221.125000 Penalty: 4475.311523
	Iteration 14Q: 3 clusters Score -996221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -996221.125000 Penalty: 4475.311523
	Iteration 15F: 3 clusters Score -996221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Entering Unmasked Estep 
Score: -134343088.000000 Penalty: 141566.390625
Splitting cluster 9 changes total score from -134323856.000000 to -134343088.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (13171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Entering Unmasked Estep 
Score: -1610724.500000 Penalty: 2352.471680
	Iteration 0F: 2 clusters Score -1610724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1600970.250000 Penalty: 4704.943359
	Iteration 0F: 3 clusters Score -1600970 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1604266.500000 Penalty: 4704.943359
	Iteration 1F: 3 clusters Score -1604266 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1604891.000000 Penalty: 4704.943359
	Iteration 2F: 3 clusters Score -1604891 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1605511.000000 Penalty: 4704.943359
	Iteration 3F: 3 clusters Score -1605511 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1606082.500000 Penalty: 4704.943359
	Iteration 4F: 3 clusters Score -1606082 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1606539.625000 Penalty: 4704.943359
	Iteration 5F: 3 clusters Score -1606540 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1606945.125000 Penalty: 4704.943359
	Iteration 6F: 3 clusters Score -1606945 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1607319.250000 Penalty: 4704.943359
	Iteration 7Q: 3 clusters Score -1607319 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1607676.875000 Penalty: 4704.943359
	Iteration 8Q: 3 clusters Score -1607677 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1607970.625000 Penalty: 4704.943359
	Iteration 9Q: 3 clusters Score -1607971 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1608197.750000 Penalty: 4704.943359
	Iteration 10Q: 3 clusters Score -1608198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1608389.625000 Penalty: 4704.943359
	Iteration 11Q: 3 clusters Score -1608390 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1608586.750000 Penalty: 4704.943359
	Iteration 12Q: 3 clusters Score -1608587 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1608773.375000 Penalty: 4704.943359
	Iteration 13Q: 3 clusters Score -1608773 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1608977.375000 Penalty: 4704.943359
	Iteration 14Q: 3 clusters Score -1608977 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1609189.000000 Penalty: 4704.943359
	Iteration 15Q: 3 clusters Score -1609189 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1609520.750000 Penalty: 4704.943359
	Iteration 16Q: 3 clusters Score -1609521 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1610029.000000 Penalty: 4704.943359
	Iteration 17Q: 3 clusters Score -1610029 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1610691.250000 Penalty: 4704.943359
	Iteration 18Q: 3 clusters Score -1610691 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1611169.000000 Penalty: 4704.943359
	Iteration 19Q: 3 clusters Score -1611169 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1611413.250000 Penalty: 4704.943359
	Iteration 20F: 3 clusters Score -1611413 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1611590.375000 Penalty: 4704.943359
	Iteration 21Q: 3 clusters Score -1611590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1611796.000000 Penalty: 4704.943359
	Iteration 22Q: 3 clusters Score -1611796 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1612136.750000 Penalty: 4704.943359
	Iteration 23Q: 3 clusters Score -1612137 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1612551.750000 Penalty: 4704.943359
	Iteration 24Q: 3 clusters Score -1612552 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1612916.375000 Penalty: 4704.943359
	Iteration 25Q: 3 clusters Score -1612916 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1613093.750000 Penalty: 4704.943359
	Iteration 26Q: 3 clusters Score -1613094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1613183.125000 Penalty: 4704.943359
	Iteration 27Q: 3 clusters Score -1613183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1613242.625000 Penalty: 4704.943359
	Iteration 28Q: 3 clusters Score -1613243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1613298.875000 Penalty: 4704.943359
	Iteration 29Q: 3 clusters Score -1613299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1613342.125000 Penalty: 4704.943359
	Iteration 30Q: 3 clusters Score -1613342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1613395.875000 Penalty: 4704.943359
	Iteration 31Q: 3 clusters Score -1613396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1613447.250000 Penalty: 4704.943359
	Iteration 32Q: 3 clusters Score -1613447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1613477.250000 Penalty: 4704.943359
	Iteration 33Q: 3 clusters Score -1613477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1613500.000000 Penalty: 4704.943359
	Iteration 34Q: 3 clusters Score -1613500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1613529.750000 Penalty: 4704.943359
	Iteration 35Q: 3 clusters Score -1613530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1613544.500000 Penalty: 4704.943359
	Iteration 36Q: 3 clusters Score -1613544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1613571.875000 Penalty: 4704.943359
	Iteration 37Q: 3 clusters Score -1613572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1613589.250000 Penalty: 4704.943359
	Iteration 38Q: 3 clusters Score -1613589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1613608.375000 Penalty: 4704.943359
	Iteration 39Q: 3 clusters Score -1613608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1613627.125000 Penalty: 4704.943359
	Iteration 40F: 3 clusters Score -1613627 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1613643.500000 Penalty: 4704.943359
	Iteration 41Q: 3 clusters Score -1613644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1613659.875000 Penalty: 4704.943359
	Iteration 42Q: 3 clusters Score -1613660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1613669.625000 Penalty: 4704.943359
	Iteration 43Q: 3 clusters Score -1613670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1613678.750000 Penalty: 4704.943359
	Iteration 44Q: 3 clusters Score -1613679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1613685.125000 Penalty: 4704.943359
	Iteration 45Q: 3 clusters Score -1613685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1613694.875000 Penalty: 4704.943359
	Iteration 46Q: 3 clusters Score -1613695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1613699.125000 Penalty: 4704.943359
	Iteration 47Q: 3 clusters Score -1613699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1613709.875000 Penalty: 4704.943359
	Iteration 48Q: 3 clusters Score -1613710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1613718.625000 Penalty: 4704.943359
	Iteration 49Q: 3 clusters Score -1613719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1613720.625000 Penalty: 4704.943359
	Iteration 50Q: 3 clusters Score -1613721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1613721.125000 Penalty: 4704.943359
	Iteration 51Q: 3 clusters Score -1613721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1613732.375000 Penalty: 4704.943359
	Iteration 52Q: 3 clusters Score -1613732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1613735.125000 Penalty: 4704.943359
	Iteration 53Q: 3 clusters Score -1613735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1613734.750000 Penalty: 4704.943359
	Iteration 54Q: 3 clusters Score -1613735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1613734.625000 Penalty: 4704.943359
	Iteration 55Q: 3 clusters Score -1613735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1613738.000000 Penalty: 4704.943359
	Iteration 56Q: 3 clusters Score -1613738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1613741.750000 Penalty: 4704.943359
	Iteration 57Q: 3 clusters Score -1613742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1613738.875000 Penalty: 4704.943359
	Iteration 58Q: 3 clusters Score -1613739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1613741.875000 Penalty: 4704.943359
	Iteration 59Q: 3 clusters Score -1613742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1613740.125000 Penalty: 4704.943359
	Iteration 60F: 3 clusters Score -1613740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Entering Unmasked Estep 
Score: -134345120.000000 Penalty: 145019.234375
Splitting cluster 10 changes total score from -134323856.000000 to -134345120.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -649961.625000 Penalty: 2164.729980
	Iteration 0F: 2 clusters Score -649961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -644900.750000 Penalty: 4329.459961
	Iteration 0F: 3 clusters Score -644900.8 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -647393.625000 Penalty: 4329.459961
	Iteration 1F: 3 clusters Score -647393.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -648473.437500 Penalty: 4329.459961
	Iteration 2F: 3 clusters Score -648473.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -649163.562500 Penalty: 4329.459961
	Iteration 3F: 3 clusters Score -649163.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -649590.562500 Penalty: 4329.459961
	Iteration 4F: 3 clusters Score -649590.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -649958.875000 Penalty: 4329.459961
	Iteration 5Q: 3 clusters Score -649958.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -650298.812500 Penalty: 4329.459961
	Iteration 6Q: 3 clusters Score -650298.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -650619.125000 Penalty: 4329.459961
	Iteration 7Q: 3 clusters Score -650619.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -651058.000000 Penalty: 4329.459961
	Iteration 8Q: 3 clusters Score -651058 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -651663.500000 Penalty: 4329.459961
	Iteration 9F: 3 clusters Score -651663.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -652247.312500 Penalty: 4329.459961
	Iteration 10F: 3 clusters Score -652247.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -652574.437500 Penalty: 4329.459961
	Iteration 11Q: 3 clusters Score -652574.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -652774.312500 Penalty: 4329.459961
	Iteration 12Q: 3 clusters Score -652774.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -652930.187500 Penalty: 4329.459961
	Iteration 13Q: 3 clusters Score -652930.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -653043.875000 Penalty: 4329.459961
	Iteration 14Q: 3 clusters Score -653043.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -653110.937500 Penalty: 4329.459961
	Iteration 15Q: 3 clusters Score -653110.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -653147.875000 Penalty: 4329.459961
	Iteration 16Q: 3 clusters Score -653147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -653166.187500 Penalty: 4329.459961
	Iteration 17Q: 3 clusters Score -653166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -653188.812500 Penalty: 4329.459961
	Iteration 18Q: 3 clusters Score -653188.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -653200.500000 Penalty: 4329.459961
	Iteration 19Q: 3 clusters Score -653200.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -653209.125000 Penalty: 4329.459961
	Iteration 20F: 3 clusters Score -653209.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653212.000000 Penalty: 4329.459961
	Iteration 21Q: 3 clusters Score -653212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -653213.625000 Penalty: 4329.459961
	Iteration 22Q: 3 clusters Score -653213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -653215.625000 Penalty: 4329.459961
	Iteration 23Q: 3 clusters Score -653215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -653220.812500 Penalty: 4329.459961
	Iteration 24Q: 3 clusters Score -653220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -653222.625000 Penalty: 4329.459961
	Iteration 25Q: 3 clusters Score -653222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -653223.812500 Penalty: 4329.459961
	Iteration 26Q: 3 clusters Score -653223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -653224.687500 Penalty: 4329.459961
	Iteration 27Q: 3 clusters Score -653224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -653225.062500 Penalty: 4329.459961
	Iteration 28Q: 3 clusters Score -653225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -653225.062500 Penalty: 4329.459961
	Iteration 29F: 3 clusters Score -653225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Entering Unmasked Estep 
Score: -134347168.000000 Penalty: 148472.062500
Splitting cluster 11 changes total score from -134323856.000000 to -134347168.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -1452583.125000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -1452583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1443622.625000 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -1443623 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1446664.375000 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -1446664 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1447480.625000 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -1447481 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1448631.250000 Penalty: 4659.627441
	Iteration 3F: 3 clusters Score -1448631 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1450361.625000 Penalty: 4659.627441
	Iteration 4F: 3 clusters Score -1450362 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1452048.875000 Penalty: 4659.627441
	Iteration 5F: 3 clusters Score -1452049 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1453047.000000 Penalty: 4659.627441
	Iteration 6F: 3 clusters Score -1453047 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1453530.875000 Penalty: 4659.627441
	Iteration 7Q: 3 clusters Score -1453531 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1453763.500000 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -1453764 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1453891.625000 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -1453892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1453973.625000 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -1453974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1454018.500000 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -1454018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1454047.000000 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -1454047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1454068.125000 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -1454068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1454088.750000 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -1454089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1454099.750000 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -1454100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1454114.125000 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -1454114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1454125.250000 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -1454125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1454137.875000 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -1454138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1454148.625000 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -1454149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1454159.375000 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -1454159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1454170.125000 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -1454170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1454183.250000 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -1454183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1454204.625000 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -1454205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1454246.875000 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -1454247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1454315.625000 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -1454316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1454457.125000 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -1454457 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1454677.750000 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -1454678 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1455046.750000 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -1455047 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1455526.125000 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -1455526 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1456169.375000 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -1456169 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1456899.625000 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -1456900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1457250.375000 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -1457250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1457290.125000 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -1457290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1457300.000000 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -1457300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1457311.250000 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -1457311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1457314.000000 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -1457314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1457312.500000 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -1457312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1457313.000000 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -1457313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1457311.500000 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -1457312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1457311.500000 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -1457312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Entering Unmasked Estep 
Score: -134350064.000000 Penalty: 151924.906250
Splitting cluster 12 changes total score from -134323856.000000 to -134350064.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (31824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Entering Unmasked Estep 
Score: -3862859.750000 Penalty: 2571.258057
	Iteration 0F: 2 clusters Score -3862860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3841023.750000 Penalty: 5142.516113
	Iteration 0F: 3 clusters Score -3841024 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3849277.000000 Penalty: 5142.516113
	Iteration 1F: 3 clusters Score -3849277 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3850271.500000 Penalty: 5142.516113
	Iteration 2F: 3 clusters Score -3850272 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3851492.000000 Penalty: 5142.516113
	Iteration 3F: 3 clusters Score -3851492 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3852969.000000 Penalty: 5142.516113
	Iteration 4F: 3 clusters Score -3852969 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3854616.250000 Penalty: 5142.516113
	Iteration 5F: 3 clusters Score -3854616 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3856276.750000 Penalty: 5142.516113
	Iteration 6F: 3 clusters Score -3856277 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3857812.000000 Penalty: 5142.516113
	Iteration 7F: 3 clusters Score -3857812 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3859026.000000 Penalty: 5142.516113
	Iteration 8Q: 3 clusters Score -3859026 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3859904.250000 Penalty: 5142.516113
	Iteration 9Q: 3 clusters Score -3859904 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3860522.750000 Penalty: 5142.516113
	Iteration 10Q: 3 clusters Score -3860523 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3860951.250000 Penalty: 5142.516113
	Iteration 11Q: 3 clusters Score -3860951 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3861224.750000 Penalty: 5142.516113
	Iteration 12Q: 3 clusters Score -3861225 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3861451.000000 Penalty: 5142.516113
	Iteration 13Q: 3 clusters Score -3861451 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3861581.750000 Penalty: 5142.516113
	Iteration 14Q: 3 clusters Score -3861582 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3861675.250000 Penalty: 5142.516113
	Iteration 15Q: 3 clusters Score -3861675 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3861725.250000 Penalty: 5142.516113
	Iteration 16Q: 3 clusters Score -3861725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3861754.500000 Penalty: 5142.516113
	Iteration 17Q: 3 clusters Score -3861754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3861787.000000 Penalty: 5142.516113
	Iteration 18Q: 3 clusters Score -3861787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3861821.250000 Penalty: 5142.516113
	Iteration 19Q: 3 clusters Score -3861821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3861845.750000 Penalty: 5142.516113
	Iteration 20F: 3 clusters Score -3861846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3861863.000000 Penalty: 5142.516113
	Iteration 21Q: 3 clusters Score -3861863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3861877.500000 Penalty: 5142.516113
	Iteration 22Q: 3 clusters Score -3861878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3861887.250000 Penalty: 5142.516113
	Iteration 23Q: 3 clusters Score -3861887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3861910.750000 Penalty: 5142.516113
	Iteration 24Q: 3 clusters Score -3861911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3861918.750000 Penalty: 5142.516113
	Iteration 25Q: 3 clusters Score -3861919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3861926.750000 Penalty: 5142.516113
	Iteration 26Q: 3 clusters Score -3861927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3861924.250000 Penalty: 5142.516113
	Iteration 27Q: 3 clusters Score -3861924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3861926.500000 Penalty: 5142.516113
	Iteration 28Q: 3 clusters Score -3861926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3861933.750000 Penalty: 5142.516113
	Iteration 29Q: 3 clusters Score -3861934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3861932.250000 Penalty: 5142.516113
	Iteration 30Q: 3 clusters Score -3861932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3861933.750000 Penalty: 5142.516113
	Iteration 31Q: 3 clusters Score -3861934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3861929.500000 Penalty: 5142.516113
	Iteration 32Q: 3 clusters Score -3861930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3861938.500000 Penalty: 5142.516113
	Iteration 33Q: 3 clusters Score -3861938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3861942.000000 Penalty: 5142.516113
	Iteration 34Q: 3 clusters Score -3861942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3861942.500000 Penalty: 5142.516113
	Iteration 35Q: 3 clusters Score -3861942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3861937.500000 Penalty: 5142.516113
	Iteration 36Q: 3 clusters Score -3861938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3861935.750000 Penalty: 5142.516113
	Iteration 37Q: 3 clusters Score -3861936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3861937.750000 Penalty: 5142.516113
	Iteration 38Q: 3 clusters Score -3861938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3861935.500000 Penalty: 5142.516113
	Iteration 39Q: 3 clusters Score -3861936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3861933.750000 Penalty: 5142.516113
	Iteration 40F: 3 clusters Score -3861934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3861935.750000 Penalty: 5142.516113
	Iteration 41Q: 3 clusters Score -3861936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3861935.250000 Penalty: 5142.516113
	Iteration 42Q: 3 clusters Score -3861935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3861937.500000 Penalty: 5142.516113
	Iteration 43Q: 3 clusters Score -3861938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3861939.000000 Penalty: 5142.516113
	Iteration 44Q: 3 clusters Score -3861939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3861939.000000 Penalty: 5142.516113
	Iteration 45F: 3 clusters Score -3861939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Entering Unmasked Estep 
Score: -1755508.125000 Penalty: 2377.829834
	Iteration 0F: 2 clusters Score -1755508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1744946.500000 Penalty: 4755.659668
	Iteration 0F: 3 clusters Score -1744946 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1749273.375000 Penalty: 4755.659668
	Iteration 1F: 3 clusters Score -1749273 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1751510.500000 Penalty: 4755.659668
	Iteration 2F: 3 clusters Score -1751510 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1753912.500000 Penalty: 4755.659668
	Iteration 3F: 3 clusters Score -1753912 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1755684.250000 Penalty: 4755.659668
	Iteration 4F: 3 clusters Score -1755684 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1756685.750000 Penalty: 4755.659668
	Iteration 5F: 3 clusters Score -1756686 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1757255.875000 Penalty: 4755.659668
	Iteration 6Q: 3 clusters Score -1757256 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1757724.250000 Penalty: 4755.659668
	Iteration 7Q: 3 clusters Score -1757724 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1758173.750000 Penalty: 4755.659668
	Iteration 8Q: 3 clusters Score -1758174 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1758845.750000 Penalty: 4755.659668
	Iteration 9Q: 3 clusters Score -1758846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1759852.125000 Penalty: 4755.659668
	Iteration 10Q: 3 clusters Score -1759852 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1760615.500000 Penalty: 4755.659668
	Iteration 11Q: 3 clusters Score -1760616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1760772.250000 Penalty: 4755.659668
	Iteration 12Q: 3 clusters Score -1760772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1760811.875000 Penalty: 4755.659668
	Iteration 13Q: 3 clusters Score -1760812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1760837.250000 Penalty: 4755.659668
	Iteration 14Q: 3 clusters Score -1760837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1760850.250000 Penalty: 4755.659668
	Iteration 15Q: 3 clusters Score -1760850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1760854.500000 Penalty: 4755.659668
	Iteration 16Q: 3 clusters Score -1760854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1760861.375000 Penalty: 4755.659668
	Iteration 17Q: 3 clusters Score -1760861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1760868.250000 Penalty: 4755.659668
	Iteration 18Q: 3 clusters Score -1760868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1760880.000000 Penalty: 4755.659668
	Iteration 19Q: 3 clusters Score -1760880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1760891.250000 Penalty: 4755.659668
	Iteration 20F: 3 clusters Score -1760891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1760903.875000 Penalty: 4755.659668
	Iteration 21Q: 3 clusters Score -1760904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1760917.375000 Penalty: 4755.659668
	Iteration 22Q: 3 clusters Score -1760917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1760938.250000 Penalty: 4755.659668
	Iteration 23Q: 3 clusters Score -1760938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1760951.000000 Penalty: 4755.659668
	Iteration 24Q: 3 clusters Score -1760951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1760970.750000 Penalty: 4755.659668
	Iteration 25Q: 3 clusters Score -1760971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1760985.000000 Penalty: 4755.659668
	Iteration 26Q: 3 clusters Score -1760985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1760994.500000 Penalty: 4755.659668
	Iteration 27Q: 3 clusters Score -1760994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1761004.500000 Penalty: 4755.659668
	Iteration 28Q: 3 clusters Score -1761004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1761015.375000 Penalty: 4755.659668
	Iteration 29Q: 3 clusters Score -1761015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1761030.750000 Penalty: 4755.659668
	Iteration 30Q: 3 clusters Score -1761031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1761064.125000 Penalty: 4755.659668
	Iteration 31Q: 3 clusters Score -1761064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1761106.625000 Penalty: 4755.659668
	Iteration 32Q: 3 clusters Score -1761107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1761155.125000 Penalty: 4755.659668
	Iteration 33Q: 3 clusters Score -1761155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1761240.500000 Penalty: 4755.659668
	Iteration 34Q: 3 clusters Score -1761240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1761346.625000 Penalty: 4755.659668
	Iteration 35Q: 3 clusters Score -1761347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1761504.125000 Penalty: 4755.659668
	Iteration 36Q: 3 clusters Score -1761504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1761696.125000 Penalty: 4755.659668
	Iteration 37Q: 3 clusters Score -1761696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1761914.625000 Penalty: 4755.659668
	Iteration 38Q: 3 clusters Score -1761915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1762252.250000 Penalty: 4755.659668
	Iteration 39Q: 3 clusters Score -1762252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1762624.500000 Penalty: 4755.659668
	Iteration 40F: 3 clusters Score -1762624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1762916.250000 Penalty: 4755.659668
	Iteration 41Q: 3 clusters Score -1762916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1762992.125000 Penalty: 4755.659668
	Iteration 42Q: 3 clusters Score -1762992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1763022.000000 Penalty: 4755.659668
	Iteration 43Q: 3 clusters Score -1763022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1763037.000000 Penalty: 4755.659668
	Iteration 44Q: 3 clusters Score -1763037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1763039.000000 Penalty: 4755.659668
	Iteration 45Q: 3 clusters Score -1763039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1763043.625000 Penalty: 4755.659668
	Iteration 46Q: 3 clusters Score -1763044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1763044.750000 Penalty: 4755.659668
	Iteration 47Q: 3 clusters Score -1763045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1763046.500000 Penalty: 4755.659668
	Iteration 48Q: 3 clusters Score -1763046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1763044.375000 Penalty: 4755.659668
	Iteration 49Q: 3 clusters Score -1763044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1763044.375000 Penalty: 4755.659668
	Iteration 50F: 3 clusters Score -1763044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 271148 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Entering Unmasked Estep 
Score: -134356000.000000 Penalty: 155377.750000
Splitting cluster 14 changes total score from -134323856.000000 to -134356000.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -1362892.000000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -1362892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1354673.500000 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -1354674 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1357239.375000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -1357239 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1357646.250000 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -1357646 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1357984.625000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -1357985 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1358300.750000 Penalty: 4615.241699
	Iteration 4Q: 3 clusters Score -1358301 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1358622.000000 Penalty: 4615.241699
	Iteration 5Q: 3 clusters Score -1358622 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1358935.875000 Penalty: 4615.241699
	Iteration 6Q: 3 clusters Score -1358936 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1359206.250000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -1359206 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1359471.125000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -1359471 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1359790.500000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -1359790 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1360136.000000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -1360136 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1360491.125000 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -1360491 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1360739.625000 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -1360740 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1360916.750000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -1360917 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1361011.250000 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -1361011 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1361061.125000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -1361061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1361090.125000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -1361090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1361109.875000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -1361110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1361126.375000 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -1361126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1361144.875000 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -1361145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1361148.375000 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -1361148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1361149.625000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -1361150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1361147.375000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -1361147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1361151.000000 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -1361151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361149.125000 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -1361149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361154.625000 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -1361155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361152.875000 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -1361153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361156.250000 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -1361156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1361156.375000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -1361156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361155.250000 Penalty: 4615.241699
	Iteration 29Q: 3 clusters Score -1361155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1361155.500000 Penalty: 4615.241699
	Iteration 30Q: 3 clusters Score -1361156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1361155.375000 Penalty: 4615.241699
	Iteration 31Q: 3 clusters Score -1361155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1361155.375000 Penalty: 4615.241699
	Iteration 32Q: 3 clusters Score -1361155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1361156.000000 Penalty: 4615.241699
	Iteration 33Q: 3 clusters Score -1361156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1361157.750000 Penalty: 4615.241699
	Iteration 34Q: 3 clusters Score -1361158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361156.750000 Penalty: 4615.241699
	Iteration 35Q: 3 clusters Score -1361157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1361156.750000 Penalty: 4615.241699
	Iteration 36F: 3 clusters Score -1361157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (271148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271148 members 
Entering Unmasked Estep 
Score: -33972648.000000 Penalty: 3102.584229
	Iteration 0F: 2 clusters Score -3.397265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 135709 members 
Entering Unmasked Estep 
Score: -33824348.000000 Penalty: 6205.168457
	Iteration 0F: 3 clusters Score -3.382435e+07 nChanged 130805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 136616 members 
Entering Unmasked Estep 
Score: -33901472.000000 Penalty: 6205.168457
	Iteration 1F: 3 clusters Score -3.390147e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134821 members 
Mstep: Class 2 contains 136327 members 
Entering Unmasked Estep 
Score: -33902552.000000 Penalty: 6205.168457
	Iteration 2Q: 3 clusters Score -3.390255e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -33903896.000000 Penalty: 6205.168457
	Iteration 3Q: 3 clusters Score -3.39039e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136016 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -33905324.000000 Penalty: 6205.168457
	Iteration 4Q: 3 clusters Score -3.390532e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137347 members 
Mstep: Class 2 contains 133801 members 
Entering Unmasked Estep 
Score: -33907180.000000 Penalty: 6205.168457
	Iteration 5Q: 3 clusters Score -3.390718e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -33909736.000000 Penalty: 6205.168457
	Iteration 6Q: 3 clusters Score -3.390974e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -33913696.000000 Penalty: 6205.168457
	Iteration 7Q: 3 clusters Score -3.39137e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -33919496.000000 Penalty: 6205.168457
	Iteration 8Q: 3 clusters Score -3.39195e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -33927708.000000 Penalty: 6205.168457
	Iteration 9F: 3 clusters Score -3.392771e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158818 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -33938400.000000 Penalty: 6205.168457
	Iteration 10F: 3 clusters Score -3.39384e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -33948712.000000 Penalty: 6205.168457
	Iteration 11F: 3 clusters Score -3.394871e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -33956640.000000 Penalty: 6205.168457
	Iteration 12F: 3 clusters Score -3.395664e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -33961756.000000 Penalty: 6205.168457
	Iteration 13Q: 3 clusters Score -3.396176e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179768 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -33964540.000000 Penalty: 6205.168457
	Iteration 14Q: 3 clusters Score -3.396454e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -33966216.000000 Penalty: 6205.168457
	Iteration 15Q: 3 clusters Score -3.396622e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -33967504.000000 Penalty: 6205.168457
	Iteration 16Q: 3 clusters Score -3.39675e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192827 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -33968764.000000 Penalty: 6205.168457
	Iteration 17Q: 3 clusters Score -3.396876e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196852 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -33970024.000000 Penalty: 6205.168457
	Iteration 18Q: 3 clusters Score -3.397002e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200655 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -33971296.000000 Penalty: 6205.168457
	Iteration 19Q: 3 clusters Score -3.39713e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204229 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -33972832.000000 Penalty: 6205.168457
	Iteration 20F: 3 clusters Score -3.397283e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207394 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -33974160.000000 Penalty: 6205.168457
	Iteration 21Q: 3 clusters Score -3.397416e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210166 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -33975384.000000 Penalty: 6205.168457
	Iteration 22Q: 3 clusters Score -3.397538e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212729 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -33976552.000000 Penalty: 6205.168457
	Iteration 23Q: 3 clusters Score -3.397655e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215011 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -33977704.000000 Penalty: 6205.168457
	Iteration 24Q: 3 clusters Score -3.39777e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216953 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -33978532.000000 Penalty: 6205.168457
	Iteration 25Q: 3 clusters Score -3.397853e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218715 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -33979112.000000 Penalty: 6205.168457
	Iteration 26Q: 3 clusters Score -3.397911e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220336 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -33979704.000000 Penalty: 6205.168457
	Iteration 27Q: 3 clusters Score -3.39797e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221823 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -33980148.000000 Penalty: 6205.168457
	Iteration 28Q: 3 clusters Score -3.398015e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223243 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -33980436.000000 Penalty: 6205.168457
	Iteration 29Q: 3 clusters Score -3.398044e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224570 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -33980668.000000 Penalty: 6205.168457
	Iteration 30Q: 3 clusters Score -3.398067e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225853 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -33980972.000000 Penalty: 6205.168457
	Iteration 31Q: 3 clusters Score -3.398097e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227070 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -33981372.000000 Penalty: 6205.168457
	Iteration 32Q: 3 clusters Score -3.398137e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228241 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -33981668.000000 Penalty: 6205.168457
	Iteration 33Q: 3 clusters Score -3.398167e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229383 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -33981900.000000 Penalty: 6205.168457
	Iteration 34Q: 3 clusters Score -3.39819e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230441 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -33982184.000000 Penalty: 6205.168457
	Iteration 35Q: 3 clusters Score -3.398218e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231490 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -33982444.000000 Penalty: 6205.168457
	Iteration 36Q: 3 clusters Score -3.398244e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232542 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -33982736.000000 Penalty: 6205.168457
	Iteration 37Q: 3 clusters Score -3.398274e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233528 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -33982856.000000 Penalty: 6205.168457
	Iteration 38Q: 3 clusters Score -3.398286e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234442 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -33983032.000000 Penalty: 6205.168457
	Iteration 39Q: 3 clusters Score -3.398303e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235261 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -33983252.000000 Penalty: 6205.168457
	Iteration 40F: 3 clusters Score -3.398325e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236007 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -33983296.000000 Penalty: 6205.168457
	Iteration 41Q: 3 clusters Score -3.39833e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236673 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -33983324.000000 Penalty: 6205.168457
	Iteration 42Q: 3 clusters Score -3.398332e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237289 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -33983488.000000 Penalty: 6205.168457
	Iteration 43Q: 3 clusters Score -3.398349e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237804 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -33983448.000000 Penalty: 6205.168457
	Iteration 44Q: 3 clusters Score -3.398345e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238297 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -33983336.000000 Penalty: 6205.168457
	Iteration 45Q: 3 clusters Score -3.398334e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238730 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -33983400.000000 Penalty: 6205.168457
	Iteration 46Q: 3 clusters Score -3.39834e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239126 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -33983364.000000 Penalty: 6205.168457
	Iteration 47Q: 3 clusters Score -3.398336e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239510 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -33983312.000000 Penalty: 6205.168457
	Iteration 48Q: 3 clusters Score -3.398331e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239875 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -33983308.000000 Penalty: 6205.168457
	Iteration 49Q: 3 clusters Score -3.398331e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240204 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -33983288.000000 Penalty: 6205.168457
	Iteration 50Q: 3 clusters Score -3.398329e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240512 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -33983300.000000 Penalty: 6205.168457
	Iteration 51Q: 3 clusters Score -3.39833e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240770 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -33983220.000000 Penalty: 6205.168457
	Iteration 52Q: 3 clusters Score -3.398322e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240989 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -33983164.000000 Penalty: 6205.168457
	Iteration 53Q: 3 clusters Score -3.398316e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241173 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -33983148.000000 Penalty: 6205.168457
	Iteration 54Q: 3 clusters Score -3.398315e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241345 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -33983116.000000 Penalty: 6205.168457
	Iteration 55Q: 3 clusters Score -3.398312e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241492 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -33983092.000000 Penalty: 6205.168457
	Iteration 56Q: 3 clusters Score -3.398309e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241661 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -33983052.000000 Penalty: 6205.168457
	Iteration 57Q: 3 clusters Score -3.398305e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241809 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -33983016.000000 Penalty: 6205.168457
	Iteration 58Q: 3 clusters Score -3.398302e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241959 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -33983064.000000 Penalty: 6205.168457
	Iteration 59Q: 3 clusters Score -3.398306e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242094 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -33982996.000000 Penalty: 6205.168457
	Iteration 60F: 3 clusters Score -3.3983e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242201 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -33983004.000000 Penalty: 6205.168457
	Iteration 61Q: 3 clusters Score -3.3983e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242279 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -33982984.000000 Penalty: 6205.168457
	Iteration 62Q: 3 clusters Score -3.398298e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242358 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -33982988.000000 Penalty: 6205.168457
	Iteration 63Q: 3 clusters Score -3.398299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242420 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 64Q: 3 clusters Score -3.398298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242484 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -33983008.000000 Penalty: 6205.168457
	Iteration 65Q: 3 clusters Score -3.398301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242533 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -33983052.000000 Penalty: 6205.168457
	Iteration 66Q: 3 clusters Score -3.398305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242571 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -33983036.000000 Penalty: 6205.168457
	Iteration 67Q: 3 clusters Score -3.398304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242597 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -33983028.000000 Penalty: 6205.168457
	Iteration 68Q: 3 clusters Score -3.398303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242618 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -33983028.000000 Penalty: 6205.168457
	Iteration 69Q: 3 clusters Score -3.398303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242636 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -33983036.000000 Penalty: 6205.168457
	Iteration 70Q: 3 clusters Score -3.398304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242649 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -33983016.000000 Penalty: 6205.168457
	Iteration 71Q: 3 clusters Score -3.398302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242661 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -33983024.000000 Penalty: 6205.168457
	Iteration 72Q: 3 clusters Score -3.398302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242680 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -33983020.000000 Penalty: 6205.168457
	Iteration 73Q: 3 clusters Score -3.398302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242697 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -33983028.000000 Penalty: 6205.168457
	Iteration 74Q: 3 clusters Score -3.398303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242718 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -33983004.000000 Penalty: 6205.168457
	Iteration 75Q: 3 clusters Score -3.3983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242739 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -33983020.000000 Penalty: 6205.168457
	Iteration 76Q: 3 clusters Score -3.398302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242755 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -33982968.000000 Penalty: 6205.168457
	Iteration 77Q: 3 clusters Score -3.398297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242770 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -33982956.000000 Penalty: 6205.168457
	Iteration 78Q: 3 clusters Score -3.398296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242788 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -33982996.000000 Penalty: 6205.168457
	Iteration 79Q: 3 clusters Score -3.3983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242808 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -33982952.000000 Penalty: 6205.168457
	Iteration 80F: 3 clusters Score -3.398295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242829 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -33982960.000000 Penalty: 6205.168457
	Iteration 81Q: 3 clusters Score -3.398296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242842 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -33982956.000000 Penalty: 6205.168457
	Iteration 82Q: 3 clusters Score -3.398296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242852 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -33982960.000000 Penalty: 6205.168457
	Iteration 83Q: 3 clusters Score -3.398296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242862 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -33982956.000000 Penalty: 6205.168457
	Iteration 84Q: 3 clusters Score -3.398296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242874 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -33982940.000000 Penalty: 6205.168457
	Iteration 85Q: 3 clusters Score -3.398294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242882 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -33982960.000000 Penalty: 6205.168457
	Iteration 86Q: 3 clusters Score -3.398296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242891 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -33982968.000000 Penalty: 6205.168457
	Iteration 87Q: 3 clusters Score -3.398297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242900 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -33982952.000000 Penalty: 6205.168457
	Iteration 88Q: 3 clusters Score -3.398295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242909 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -33982960.000000 Penalty: 6205.168457
	Iteration 89Q: 3 clusters Score -3.398296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242918 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -33982960.000000 Penalty: 6205.168457
	Iteration 90Q: 3 clusters Score -3.398296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242924 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 91Q: 3 clusters Score -3.398298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242927 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 92Q: 3 clusters Score -3.398298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242931 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -33982992.000000 Penalty: 6205.168457
	Iteration 93Q: 3 clusters Score -3.398299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242935 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -33982968.000000 Penalty: 6205.168457
	Iteration 94Q: 3 clusters Score -3.398297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242940 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 95Q: 3 clusters Score -3.398298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242948 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -33982984.000000 Penalty: 6205.168457
	Iteration 96Q: 3 clusters Score -3.398298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242958 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -33982968.000000 Penalty: 6205.168457
	Iteration 97Q: 3 clusters Score -3.398297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242968 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 98Q: 3 clusters Score -3.398298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242979 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 99Q: 3 clusters Score -3.398298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242987 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 100F: 3 clusters Score -3.398298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242991 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -33982984.000000 Penalty: 6205.168457
	Iteration 101Q: 3 clusters Score -3.398298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242992 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -33982988.000000 Penalty: 6205.168457
	Iteration 102Q: 3 clusters Score -3.398299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242993 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 103Q: 3 clusters Score -3.398298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242993 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -33982976.000000 Penalty: 6205.168457
	Iteration 104F: 3 clusters Score -3.398298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Entering Unmasked Estep 
Score: -134365936.000000 Penalty: 158830.578125
Splitting cluster 16 changes total score from -134323856.000000 to -134365936.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (77102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Entering Unmasked Estep 
Score: -9474281.000000 Penalty: 2790.715332
	Iteration 0F: 2 clusters Score -9474281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -9422797.000000 Penalty: 5581.430664
	Iteration 0F: 3 clusters Score -9422797 nChanged 36056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9442819.000000 Penalty: 5581.430664
	Iteration 1F: 3 clusters Score -9442819 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9443589.000000 Penalty: 5581.430664
	Iteration 2Q: 3 clusters Score -9443589 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -9444458.000000 Penalty: 5581.430664
	Iteration 3Q: 3 clusters Score -9444458 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -9445566.000000 Penalty: 5581.430664
	Iteration 4Q: 3 clusters Score -9445566 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -9447269.000000 Penalty: 5581.430664
	Iteration 5Q: 3 clusters Score -9447269 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -9449973.000000 Penalty: 5581.430664
	Iteration 6F: 3 clusters Score -9449973 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -9453957.000000 Penalty: 5581.430664
	Iteration 7F: 3 clusters Score -9453957 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -9459093.000000 Penalty: 5581.430664
	Iteration 8F: 3 clusters Score -9459093 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -9464113.000000 Penalty: 5581.430664
	Iteration 9F: 3 clusters Score -9464113 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9467871.000000 Penalty: 5581.430664
	Iteration 10F: 3 clusters Score -9467871 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -9469834.000000 Penalty: 5581.430664
	Iteration 11Q: 3 clusters Score -9469834 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9470923.000000 Penalty: 5581.430664
	Iteration 12Q: 3 clusters Score -9470923 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9471431.000000 Penalty: 5581.430664
	Iteration 13Q: 3 clusters Score -9471431 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9471649.000000 Penalty: 5581.430664
	Iteration 14Q: 3 clusters Score -9471649 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9471814.000000 Penalty: 5581.430664
	Iteration 15Q: 3 clusters Score -9471814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9471896.000000 Penalty: 5581.430664
	Iteration 16Q: 3 clusters Score -9471896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9471982.000000 Penalty: 5581.430664
	Iteration 17Q: 3 clusters Score -9471982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9472006.000000 Penalty: 5581.430664
	Iteration 18Q: 3 clusters Score -9472006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9472050.000000 Penalty: 5581.430664
	Iteration 19Q: 3 clusters Score -9472050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9472061.000000 Penalty: 5581.430664
	Iteration 20F: 3 clusters Score -9472061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9472072.000000 Penalty: 5581.430664
	Iteration 21Q: 3 clusters Score -9472072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9472099.000000 Penalty: 5581.430664
	Iteration 22Q: 3 clusters Score -9472099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9472116.000000 Penalty: 5581.430664
	Iteration 23Q: 3 clusters Score -9472116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9472122.000000 Penalty: 5581.430664
	Iteration 24Q: 3 clusters Score -9472122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9472118.000000 Penalty: 5581.430664
	Iteration 25Q: 3 clusters Score -9472118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9472123.000000 Penalty: 5581.430664
	Iteration 26Q: 3 clusters Score -9472123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9472123.000000 Penalty: 5581.430664
	Iteration 27F: 3 clusters Score -9472123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Entering Unmasked Estep 
Score: -4361763.500000 Penalty: 2593.250000
	Iteration 0F: 2 clusters Score -4361764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4338131.500000 Penalty: 5186.500000
	Iteration 0F: 3 clusters Score -4338132 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4346647.500000 Penalty: 5186.500000
	Iteration 1F: 3 clusters Score -4346648 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4347417.000000 Penalty: 5186.500000
	Iteration 2F: 3 clusters Score -4347417 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4348286.500000 Penalty: 5186.500000
	Iteration 3F: 3 clusters Score -4348286 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4349261.500000 Penalty: 5186.500000
	Iteration 4F: 3 clusters Score -4349262 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4350305.500000 Penalty: 5186.500000
	Iteration 5F: 3 clusters Score -4350306 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4351391.500000 Penalty: 5186.500000
	Iteration 6F: 3 clusters Score -4351392 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -4352516.000000 Penalty: 5186.500000
	Iteration 7F: 3 clusters Score -4352516 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4353772.500000 Penalty: 5186.500000
	Iteration 8F: 3 clusters Score -4353772 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -4355104.500000 Penalty: 5186.500000
	Iteration 9F: 3 clusters Score -4355104 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4356435.000000 Penalty: 5186.500000
	Iteration 10F: 3 clusters Score -4356435 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -4357685.500000 Penalty: 5186.500000
	Iteration 11Q: 3 clusters Score -4357686 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4358754.000000 Penalty: 5186.500000
	Iteration 12Q: 3 clusters Score -4358754 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4359586.500000 Penalty: 5186.500000
	Iteration 13Q: 3 clusters Score -4359586 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4360193.000000 Penalty: 5186.500000
	Iteration 14Q: 3 clusters Score -4360193 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4360613.000000 Penalty: 5186.500000
	Iteration 15Q: 3 clusters Score -4360613 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4360862.500000 Penalty: 5186.500000
	Iteration 16Q: 3 clusters Score -4360862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4361054.000000 Penalty: 5186.500000
	Iteration 17Q: 3 clusters Score -4361054 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4361150.000000 Penalty: 5186.500000
	Iteration 18Q: 3 clusters Score -4361150 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4361199.000000 Penalty: 5186.500000
	Iteration 19Q: 3 clusters Score -4361199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4361215.500000 Penalty: 5186.500000
	Iteration 20F: 3 clusters Score -4361216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4361240.500000 Penalty: 5186.500000
	Iteration 21Q: 3 clusters Score -4361240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4361249.000000 Penalty: 5186.500000
	Iteration 22Q: 3 clusters Score -4361249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4361273.000000 Penalty: 5186.500000
	Iteration 23Q: 3 clusters Score -4361273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4361278.000000 Penalty: 5186.500000
	Iteration 24Q: 3 clusters Score -4361278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4361291.000000 Penalty: 5186.500000
	Iteration 25Q: 3 clusters Score -4361291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4361288.500000 Penalty: 5186.500000
	Iteration 26Q: 3 clusters Score -4361288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4361298.000000 Penalty: 5186.500000
	Iteration 27Q: 3 clusters Score -4361298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4361299.000000 Penalty: 5186.500000
	Iteration 28Q: 3 clusters Score -4361299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4361300.000000 Penalty: 5186.500000
	Iteration 29Q: 3 clusters Score -4361300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4361303.000000 Penalty: 5186.500000
	Iteration 30Q: 3 clusters Score -4361303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4361303.000000 Penalty: 5186.500000
	Iteration 31F: 3 clusters Score -4361303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -2480122.750000 Penalty: 2391.969971
	Iteration 0F: 2 clusters Score -2480123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2469202.750000 Penalty: 4783.939941
	Iteration 0F: 3 clusters Score -2469203 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2475558.500000 Penalty: 4783.939941
	Iteration 1F: 3 clusters Score -2475558 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2480693.750000 Penalty: 4783.939941
	Iteration 2F: 3 clusters Score -2480694 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2484256.000000 Penalty: 4783.939941
	Iteration 3F: 3 clusters Score -2484256 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2485688.750000 Penalty: 4783.939941
	Iteration 4F: 3 clusters Score -2485689 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2486277.250000 Penalty: 4783.939941
	Iteration 5Q: 3 clusters Score -2486277 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2486594.000000 Penalty: 4783.939941
	Iteration 6Q: 3 clusters Score -2486594 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2486830.750000 Penalty: 4783.939941
	Iteration 7Q: 3 clusters Score -2486831 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2487032.000000 Penalty: 4783.939941
	Iteration 8Q: 3 clusters Score -2487032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2487141.750000 Penalty: 4783.939941
	Iteration 9Q: 3 clusters Score -2487142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2487193.750000 Penalty: 4783.939941
	Iteration 10Q: 3 clusters Score -2487194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2487219.250000 Penalty: 4783.939941
	Iteration 11Q: 3 clusters Score -2487219 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2487254.500000 Penalty: 4783.939941
	Iteration 12Q: 3 clusters Score -2487254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2487272.750000 Penalty: 4783.939941
	Iteration 13Q: 3 clusters Score -2487273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2487281.500000 Penalty: 4783.939941
	Iteration 14Q: 3 clusters Score -2487282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2487291.500000 Penalty: 4783.939941
	Iteration 15Q: 3 clusters Score -2487292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2487312.750000 Penalty: 4783.939941
	Iteration 16Q: 3 clusters Score -2487313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2487333.750000 Penalty: 4783.939941
	Iteration 17Q: 3 clusters Score -2487334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2487359.000000 Penalty: 4783.939941
	Iteration 18Q: 3 clusters Score -2487359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2487389.250000 Penalty: 4783.939941
	Iteration 19Q: 3 clusters Score -2487389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2487411.250000 Penalty: 4783.939941
	Iteration 20F: 3 clusters Score -2487411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2487418.500000 Penalty: 4783.939941
	Iteration 21Q: 3 clusters Score -2487418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2487440.500000 Penalty: 4783.939941
	Iteration 22Q: 3 clusters Score -2487440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2487437.250000 Penalty: 4783.939941
	Iteration 23Q: 3 clusters Score -2487437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2487438.750000 Penalty: 4783.939941
	Iteration 24Q: 3 clusters Score -2487439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2487444.000000 Penalty: 4783.939941
	Iteration 25Q: 3 clusters Score -2487444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2487448.250000 Penalty: 4783.939941
	Iteration 26Q: 3 clusters Score -2487448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2487434.750000 Penalty: 4783.939941
	Iteration 27Q: 3 clusters Score -2487435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2487441.750000 Penalty: 4783.939941
	Iteration 28Q: 3 clusters Score -2487442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487440.500000 Penalty: 4783.939941
	Iteration 29Q: 3 clusters Score -2487440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487445.500000 Penalty: 4783.939941
	Iteration 30Q: 3 clusters Score -2487446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2487436.750000 Penalty: 4783.939941
	Iteration 31Q: 3 clusters Score -2487437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2487438.250000 Penalty: 4783.939941
	Iteration 32Q: 3 clusters Score -2487438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487447.250000 Penalty: 4783.939941
	Iteration 33Q: 3 clusters Score -2487447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2487448.000000 Penalty: 4783.939941
	Iteration 34Q: 3 clusters Score -2487448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2487440.750000 Penalty: 4783.939941
	Iteration 35Q: 3 clusters Score -2487441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487445.000000 Penalty: 4783.939941
	Iteration 36Q: 3 clusters Score -2487445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2487454.750000 Penalty: 4783.939941
	Iteration 37Q: 3 clusters Score -2487455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2487451.500000 Penalty: 4783.939941
	Iteration 38Q: 3 clusters Score -2487452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2487448.000000 Penalty: 4783.939941
	Iteration 39Q: 3 clusters Score -2487448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487454.500000 Penalty: 4783.939941
	Iteration 40F: 3 clusters Score -2487454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487448.500000 Penalty: 4783.939941
	Iteration 41Q: 3 clusters Score -2487448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487444.500000 Penalty: 4783.939941
	Iteration 42Q: 3 clusters Score -2487444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2487453.250000 Penalty: 4783.939941
	Iteration 43Q: 3 clusters Score -2487453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2487453.000000 Penalty: 4783.939941
	Iteration 44Q: 3 clusters Score -2487453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2487450.250000 Penalty: 4783.939941
	Iteration 45Q: 3 clusters Score -2487450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2487442.250000 Penalty: 4783.939941
	Iteration 46Q: 3 clusters Score -2487442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2487449.000000 Penalty: 4783.939941
	Iteration 47Q: 3 clusters Score -2487449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2487451.250000 Penalty: 4783.939941
	Iteration 48Q: 3 clusters Score -2487451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2487446.000000 Penalty: 4783.939941
	Iteration 49Q: 3 clusters Score -2487446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2487451.250000 Penalty: 4783.939941
	Iteration 50Q: 3 clusters Score -2487451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2487449.500000 Penalty: 4783.939941
	Iteration 51Q: 3 clusters Score -2487450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2487450.750000 Penalty: 4783.939941
	Iteration 52Q: 3 clusters Score -2487451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2487447.750000 Penalty: 4783.939941
	Iteration 53Q: 3 clusters Score -2487448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2487451.000000 Penalty: 4783.939941
	Iteration 54Q: 3 clusters Score -2487451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2487445.000000 Penalty: 4783.939941
	Iteration 55Q: 3 clusters Score -2487445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2487450.250000 Penalty: 4783.939941
	Iteration 56Q: 3 clusters Score -2487450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2487448.250000 Penalty: 4783.939941
	Iteration 57Q: 3 clusters Score -2487448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2487438.500000 Penalty: 4783.939941
	Iteration 58Q: 3 clusters Score -2487438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2487445.500000 Penalty: 4783.939941
	Iteration 59Q: 3 clusters Score -2487446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2487454.000000 Penalty: 4783.939941
	Iteration 60F: 3 clusters Score -2487454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2487446.250000 Penalty: 4783.939941
	Iteration 61Q: 3 clusters Score -2487446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2487453.250000 Penalty: 4783.939941
	Iteration 62Q: 3 clusters Score -2487453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2487443.500000 Penalty: 4783.939941
	Iteration 63Q: 3 clusters Score -2487444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2487441.750000 Penalty: 4783.939941
	Iteration 64Q: 3 clusters Score -2487442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2487437.000000 Penalty: 4783.939941
	Iteration 65Q: 3 clusters Score -2487437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2487445.750000 Penalty: 4783.939941
	Iteration 66Q: 3 clusters Score -2487446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2487447.000000 Penalty: 4783.939941
	Iteration 67Q: 3 clusters Score -2487447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2487445.000000 Penalty: 4783.939941
	Iteration 68Q: 3 clusters Score -2487445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2487442.000000 Penalty: 4783.939941
	Iteration 69Q: 3 clusters Score -2487442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2487456.750000 Penalty: 4783.939941
	Iteration 70Q: 3 clusters Score -2487457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2487453.250000 Penalty: 4783.939941
	Iteration 71Q: 3 clusters Score -2487453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2487456.000000 Penalty: 4783.939941
	Iteration 72Q: 3 clusters Score -2487456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2487447.250000 Penalty: 4783.939941
	Iteration 73Q: 3 clusters Score -2487447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2487451.750000 Penalty: 4783.939941
	Iteration 74Q: 3 clusters Score -2487452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2487451.750000 Penalty: 4783.939941
	Iteration 75Q: 3 clusters Score -2487452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2487455.250000 Penalty: 4783.939941
	Iteration 76Q: 3 clusters Score -2487455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2487455.500000 Penalty: 4783.939941
	Iteration 77Q: 3 clusters Score -2487456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2487455.000000 Penalty: 4783.939941
	Iteration 78Q: 3 clusters Score -2487455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2487455.250000 Penalty: 4783.939941
	Iteration 79Q: 3 clusters Score -2487455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2487456.000000 Penalty: 4783.939941
	Iteration 80F: 3 clusters Score -2487456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2487448.250000 Penalty: 4783.939941
	Iteration 81Q: 3 clusters Score -2487448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2487450.750000 Penalty: 4783.939941
	Iteration 82Q: 3 clusters Score -2487451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2487453.750000 Penalty: 4783.939941
	Iteration 83Q: 3 clusters Score -2487454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2487453.750000 Penalty: 4783.939941
	Iteration 84F: 3 clusters Score -2487454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Entering Unmasked Estep 
Score: -134371856.000000 Penalty: 162283.421875
Splitting cluster 19 changes total score from -134323856.000000 to -134371856.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (13616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Entering Unmasked Estep 
Score: -1622255.500000 Penalty: 2360.712158
	Iteration 0F: 2 clusters Score -1622256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1612270.500000 Penalty: 4721.424316
	Iteration 0F: 3 clusters Score -1612270 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1616478.250000 Penalty: 4721.424316
	Iteration 1F: 3 clusters Score -1616478 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1618125.250000 Penalty: 4721.424316
	Iteration 2F: 3 clusters Score -1618125 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1619791.250000 Penalty: 4721.424316
	Iteration 3F: 3 clusters Score -1619791 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1621146.625000 Penalty: 4721.424316
	Iteration 4F: 3 clusters Score -1621147 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1622271.625000 Penalty: 4721.424316
	Iteration 5F: 3 clusters Score -1622272 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1623269.875000 Penalty: 4721.424316
	Iteration 6F: 3 clusters Score -1623270 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1623885.500000 Penalty: 4721.424316
	Iteration 7F: 3 clusters Score -1623886 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1624365.125000 Penalty: 4721.424316
	Iteration 8Q: 3 clusters Score -1624365 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1624839.500000 Penalty: 4721.424316
	Iteration 9Q: 3 clusters Score -1624840 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1625245.250000 Penalty: 4721.424316
	Iteration 10Q: 3 clusters Score -1625245 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1625610.250000 Penalty: 4721.424316
	Iteration 11Q: 3 clusters Score -1625610 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1625877.375000 Penalty: 4721.424316
	Iteration 12Q: 3 clusters Score -1625877 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1626031.125000 Penalty: 4721.424316
	Iteration 13Q: 3 clusters Score -1626031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1626118.500000 Penalty: 4721.424316
	Iteration 14Q: 3 clusters Score -1626118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1626170.250000 Penalty: 4721.424316
	Iteration 15Q: 3 clusters Score -1626170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1626193.875000 Penalty: 4721.424316
	Iteration 16Q: 3 clusters Score -1626194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1626202.000000 Penalty: 4721.424316
	Iteration 17Q: 3 clusters Score -1626202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1626206.625000 Penalty: 4721.424316
	Iteration 18Q: 3 clusters Score -1626207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1626213.000000 Penalty: 4721.424316
	Iteration 19Q: 3 clusters Score -1626213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1626216.500000 Penalty: 4721.424316
	Iteration 20F: 3 clusters Score -1626216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1626217.625000 Penalty: 4721.424316
	Iteration 21Q: 3 clusters Score -1626218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1626217.375000 Penalty: 4721.424316
	Iteration 22Q: 3 clusters Score -1626217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1626217.375000 Penalty: 4721.424316
	Iteration 23F: 3 clusters Score -1626217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Entering Unmasked Estep 
Score: -134374656.000000 Penalty: 165736.265625
Splitting cluster 20 changes total score from -134323856.000000 to -134374656.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -1219906.000000 Penalty: 2279.836426
	Iteration 0F: 2 clusters Score -1219906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1212336.500000 Penalty: 4559.672852
	Iteration 0F: 3 clusters Score -1212336 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1214456.625000 Penalty: 4559.672852
	Iteration 1F: 3 clusters Score -1214457 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1214747.250000 Penalty: 4559.672852
	Iteration 2F: 3 clusters Score -1214747 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1214962.250000 Penalty: 4559.672852
	Iteration 3F: 3 clusters Score -1214962 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1215147.000000 Penalty: 4559.672852
	Iteration 4Q: 3 clusters Score -1215147 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1215324.500000 Penalty: 4559.672852
	Iteration 5Q: 3 clusters Score -1215324 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1215550.625000 Penalty: 4559.672852
	Iteration 6Q: 3 clusters Score -1215551 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1215876.125000 Penalty: 4559.672852
	Iteration 7Q: 3 clusters Score -1215876 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1216292.000000 Penalty: 4559.672852
	Iteration 8F: 3 clusters Score -1216292 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1216780.375000 Penalty: 4559.672852
	Iteration 9F: 3 clusters Score -1216780 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1217276.375000 Penalty: 4559.672852
	Iteration 10Q: 3 clusters Score -1217276 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1217710.375000 Penalty: 4559.672852
	Iteration 11Q: 3 clusters Score -1217710 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1218028.125000 Penalty: 4559.672852
	Iteration 12Q: 3 clusters Score -1218028 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218295.000000 Penalty: 4559.672852
	Iteration 13Q: 3 clusters Score -1218295 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1218496.000000 Penalty: 4559.672852
	Iteration 14Q: 3 clusters Score -1218496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1218643.375000 Penalty: 4559.672852
	Iteration 15Q: 3 clusters Score -1218643 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1218721.750000 Penalty: 4559.672852
	Iteration 16Q: 3 clusters Score -1218722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1218767.750000 Penalty: 4559.672852
	Iteration 17Q: 3 clusters Score -1218768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1218800.000000 Penalty: 4559.672852
	Iteration 18Q: 3 clusters Score -1218800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1218815.250000 Penalty: 4559.672852
	Iteration 19Q: 3 clusters Score -1218815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1218826.750000 Penalty: 4559.672852
	Iteration 20F: 3 clusters Score -1218827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1218843.125000 Penalty: 4559.672852
	Iteration 21Q: 3 clusters Score -1218843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1218853.625000 Penalty: 4559.672852
	Iteration 22Q: 3 clusters Score -1218854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1218868.625000 Penalty: 4559.672852
	Iteration 23Q: 3 clusters Score -1218869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1218878.125000 Penalty: 4559.672852
	Iteration 24Q: 3 clusters Score -1218878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1218889.875000 Penalty: 4559.672852
	Iteration 25Q: 3 clusters Score -1218890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1218895.250000 Penalty: 4559.672852
	Iteration 26Q: 3 clusters Score -1218895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218897.750000 Penalty: 4559.672852
	Iteration 27Q: 3 clusters Score -1218898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1218903.250000 Penalty: 4559.672852
	Iteration 28Q: 3 clusters Score -1218903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218905.625000 Penalty: 4559.672852
	Iteration 29Q: 3 clusters Score -1218906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1218905.625000 Penalty: 4559.672852
	Iteration 30Q: 3 clusters Score -1218906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1218905.875000 Penalty: 4559.672852
	Iteration 31Q: 3 clusters Score -1218906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218906.125000 Penalty: 4559.672852
	Iteration 32Q: 3 clusters Score -1218906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1218906.000000 Penalty: 4559.672852
	Iteration 33Q: 3 clusters Score -1218906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218906.875000 Penalty: 4559.672852
	Iteration 34Q: 3 clusters Score -1218907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1218908.125000 Penalty: 4559.672852
	Iteration 35Q: 3 clusters Score -1218908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1218912.000000 Penalty: 4559.672852
	Iteration 36Q: 3 clusters Score -1218912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1218911.000000 Penalty: 4559.672852
	Iteration 37Q: 3 clusters Score -1218911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1218912.000000 Penalty: 4559.672852
	Iteration 38Q: 3 clusters Score -1218912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1218915.375000 Penalty: 4559.672852
	Iteration 39Q: 3 clusters Score -1218915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1218917.375000 Penalty: 4559.672852
	Iteration 40F: 3 clusters Score -1218917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1218917.250000 Penalty: 4559.672852
	Iteration 41Q: 3 clusters Score -1218917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1218916.750000 Penalty: 4559.672852
	Iteration 42Q: 3 clusters Score -1218917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1218917.000000 Penalty: 4559.672852
	Iteration 43Q: 3 clusters Score -1218917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1218917.000000 Penalty: 4559.672852
	Iteration 44F: 3 clusters Score -1218917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (74944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Entering Unmasked Estep 
Score: -9326603.000000 Penalty: 2783.675293
	Iteration 0F: 2 clusters Score -9326603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -9276485.000000 Penalty: 5567.350586
	Iteration 0F: 3 clusters Score -9276485 nChanged 35016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -9296196.000000 Penalty: 5567.350586
	Iteration 1F: 3 clusters Score -9296196 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9296934.000000 Penalty: 5567.350586
	Iteration 2Q: 3 clusters Score -9296934 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -9297802.000000 Penalty: 5567.350586
	Iteration 3Q: 3 clusters Score -9297802 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -9299049.000000 Penalty: 5567.350586
	Iteration 4Q: 3 clusters Score -9299049 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -9301029.000000 Penalty: 5567.350586
	Iteration 5F: 3 clusters Score -9301029 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9304165.000000 Penalty: 5567.350586
	Iteration 6F: 3 clusters Score -9304165 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -9308416.000000 Penalty: 5567.350586
	Iteration 7F: 3 clusters Score -9308416 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -9313512.000000 Penalty: 5567.350586
	Iteration 8F: 3 clusters Score -9313512 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -9318270.000000 Penalty: 5567.350586
	Iteration 9F: 3 clusters Score -9318270 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9321522.000000 Penalty: 5567.350586
	Iteration 10Q: 3 clusters Score -9321522 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9323069.000000 Penalty: 5567.350586
	Iteration 11Q: 3 clusters Score -9323069 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9323691.000000 Penalty: 5567.350586
	Iteration 12Q: 3 clusters Score -9323691 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9323961.000000 Penalty: 5567.350586
	Iteration 13Q: 3 clusters Score -9323961 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9324048.000000 Penalty: 5567.350586
	Iteration 14Q: 3 clusters Score -9324048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9324126.000000 Penalty: 5567.350586
	Iteration 15Q: 3 clusters Score -9324126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9324143.000000 Penalty: 5567.350586
	Iteration 16Q: 3 clusters Score -9324143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9324172.000000 Penalty: 5567.350586
	Iteration 17Q: 3 clusters Score -9324172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9324189.000000 Penalty: 5567.350586
	Iteration 18Q: 3 clusters Score -9324189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9324207.000000 Penalty: 5567.350586
	Iteration 19Q: 3 clusters Score -9324207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9324225.000000 Penalty: 5567.350586
	Iteration 20F: 3 clusters Score -9324225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9324233.000000 Penalty: 5567.350586
	Iteration 21Q: 3 clusters Score -9324233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9324243.000000 Penalty: 5567.350586
	Iteration 22Q: 3 clusters Score -9324243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9324245.000000 Penalty: 5567.350586
	Iteration 23Q: 3 clusters Score -9324245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9324251.000000 Penalty: 5567.350586
	Iteration 24Q: 3 clusters Score -9324251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9324247.000000 Penalty: 5567.350586
	Iteration 25Q: 3 clusters Score -9324247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9324254.000000 Penalty: 5567.350586
	Iteration 26Q: 3 clusters Score -9324254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9324251.000000 Penalty: 5567.350586
	Iteration 27Q: 3 clusters Score -9324251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9324251.000000 Penalty: 5567.350586
	Iteration 28F: 3 clusters Score -9324251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -1671899.750000 Penalty: 2384.736328
	Iteration 0F: 2 clusters Score -1671900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1661200.375000 Penalty: 4769.472656
	Iteration 0F: 3 clusters Score -1661200 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1664728.125000 Penalty: 4769.472656
	Iteration 1F: 3 clusters Score -1664728 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1665202.500000 Penalty: 4769.472656
	Iteration 2F: 3 clusters Score -1665202 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1665650.125000 Penalty: 4769.472656
	Iteration 3F: 3 clusters Score -1665650 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1666162.375000 Penalty: 4769.472656
	Iteration 4F: 3 clusters Score -1666162 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1666754.250000 Penalty: 4769.472656
	Iteration 5F: 3 clusters Score -1666754 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1667512.500000 Penalty: 4769.472656
	Iteration 6F: 3 clusters Score -1667512 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1668339 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1668941.250000 Penalty: 4769.472656
	Iteration 8F: 3 clusters Score -1668941 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1669368 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1669637 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1669815 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1669931.750000 Penalty: 4769.472656
	Iteration 12Q: 3 clusters Score -1669932 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1670002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1670067.000000 Penalty: 4769.472656
	Iteration 14Q: 3 clusters Score -1670067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1670109.875000 Penalty: 4769.472656
	Iteration 15Q: 3 clusters Score -1670110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1670161.375000 Penalty: 4769.472656
	Iteration 16Q: 3 clusters Score -1670161 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1670214.500000 Penalty: 4769.472656
	Iteration 17Q: 3 clusters Score -1670214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1670240.875000 Penalty: 4769.472656
	Iteration 18Q: 3 clusters Score -1670241 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1670262.750000 Penalty: 4769.472656
	Iteration 19Q: 3 clusters Score -1670263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1670304.250000 Penalty: 4769.472656
	Iteration 20F: 3 clusters Score -1670304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1670328.500000 Penalty: 4769.472656
	Iteration 21Q: 3 clusters Score -1670328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1670360.250000 Penalty: 4769.472656
	Iteration 22Q: 3 clusters Score -1670360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1670377.625000 Penalty: 4769.472656
	Iteration 23Q: 3 clusters Score -1670378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1670384.000000 Penalty: 4769.472656
	Iteration 24Q: 3 clusters Score -1670384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1670397.875000 Penalty: 4769.472656
	Iteration 25Q: 3 clusters Score -1670398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1670418.625000 Penalty: 4769.472656
	Iteration 26Q: 3 clusters Score -1670419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1670429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1670454.125000 Penalty: 4769.472656
	Iteration 28Q: 3 clusters Score -1670454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1670459.500000 Penalty: 4769.472656
	Iteration 29Q: 3 clusters Score -1670460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1670476.375000 Penalty: 4769.472656
	Iteration 30Q: 3 clusters Score -1670476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1670488.875000 Penalty: 4769.472656
	Iteration 31Q: 3 clusters Score -1670489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1670496.250000 Penalty: 4769.472656
	Iteration 32Q: 3 clusters Score -1670496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1670512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1670513 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1670521.500000 Penalty: 4769.472656
	Iteration 35Q: 3 clusters Score -1670522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1670532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1670538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1670548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1670551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1670563.625000 Penalty: 4769.472656
	Iteration 40F: 3 clusters Score -1670564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1670574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1670572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1670576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1670578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1670581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1670590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1670595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1670603.500000 Penalty: 4769.472656
	Iteration 48Q: 3 clusters Score -1670604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1670613.000000 Penalty: 4769.472656
	Iteration 49Q: 3 clusters Score -1670613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1670623.500000 Penalty: 4769.472656
	Iteration 50Q: 3 clusters Score -1670624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1670626.125000 Penalty: 4769.472656
	Iteration 51Q: 3 clusters Score -1670626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1670635.250000 Penalty: 4769.472656
	Iteration 52Q: 3 clusters Score -1670635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1670647.250000 Penalty: 4769.472656
	Iteration 53Q: 3 clusters Score -1670647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1670657.625000 Penalty: 4769.472656
	Iteration 54Q: 3 clusters Score -1670658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1670662.875000 Penalty: 4769.472656
	Iteration 55Q: 3 clusters Score -1670663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1670670.000000 Penalty: 4769.472656
	Iteration 56Q: 3 clusters Score -1670670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1670678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1670684.750000 Penalty: 4769.472656
	Iteration 58Q: 3 clusters Score -1670685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1670692.000000 Penalty: 4769.472656
	Iteration 59Q: 3 clusters Score -1670692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1670692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1670693.875000 Penalty: 4769.472656
	Iteration 61Q: 3 clusters Score -1670694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1670699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1670710.125000 Penalty: 4769.472656
	Iteration 63Q: 3 clusters Score -1670710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1670715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1670722.625000 Penalty: 4769.472656
	Iteration 65Q: 3 clusters Score -1670723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1670725.625000 Penalty: 4769.472656
	Iteration 66Q: 3 clusters Score -1670726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1670729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1670732.000000 Penalty: 4769.472656
	Iteration 68Q: 3 clusters Score -1670732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1670739.000000 Penalty: 4769.472656
	Iteration 69Q: 3 clusters Score -1670739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1670738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1670738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1670742.125000 Penalty: 4769.472656
	Iteration 72Q: 3 clusters Score -1670742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1670747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1670753.875000 Penalty: 4769.472656
	Iteration 74Q: 3 clusters Score -1670754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1670752.625000 Penalty: 4769.472656
	Iteration 75Q: 3 clusters Score -1670753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1670758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1670764.875000 Penalty: 4769.472656
	Iteration 77Q: 3 clusters Score -1670765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1670770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1670772.500000 Penalty: 4769.472656
	Iteration 79Q: 3 clusters Score -1670772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1670771.875000 Penalty: 4769.472656
	Iteration 80F: 3 clusters Score -1670772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1670776.875000 Penalty: 4769.472656
	Iteration 81Q: 3 clusters Score -1670777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1670782.000000 Penalty: 4769.472656
	Iteration 82Q: 3 clusters Score -1670782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1670783.625000 Penalty: 4769.472656
	Iteration 83Q: 3 clusters Score -1670784 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1670783.000000 Penalty: 4769.472656
	Iteration 84Q: 3 clusters Score -1670783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2511 members 
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	Iteration 85Q: 3 clusters Score -1670787 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1670786.500000 Penalty: 4769.472656
	Iteration 86Q: 3 clusters Score -1670786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2482 members 
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Score: -1670794.125000 Penalty: 4769.472656
	Iteration 87Q: 3 clusters Score -1670794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1670800.875000 Penalty: 4769.472656
	Iteration 88Q: 3 clusters Score -1670801 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1670802.250000 Penalty: 4769.472656
	Iteration 89Q: 3 clusters Score -1670802 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1670809.250000 Penalty: 4769.472656
	Iteration 90Q: 3 clusters Score -1670809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1670808.500000 Penalty: 4769.472656
	Iteration 91Q: 3 clusters Score -1670808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1670812.500000 Penalty: 4769.472656
	Iteration 92Q: 3 clusters Score -1670812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1670814.500000 Penalty: 4769.472656
	Iteration 93Q: 3 clusters Score -1670814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1670819.250000 Penalty: 4769.472656
	Iteration 94Q: 3 clusters Score -1670819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1670818.875000 Penalty: 4769.472656
	Iteration 95Q: 3 clusters Score -1670819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1670820.000000 Penalty: 4769.472656
	Iteration 96Q: 3 clusters Score -1670820 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1670819.000000 Penalty: 4769.472656
	Iteration 97Q: 3 clusters Score -1670819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1670819.500000 Penalty: 4769.472656
	Iteration 98Q: 3 clusters Score -1670820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1670818.625000 Penalty: 4769.472656
	Iteration 99Q: 3 clusters Score -1670819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1670824.375000 Penalty: 4769.472656
	Iteration 100F: 3 clusters Score -1670824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1670828.375000 Penalty: 4769.472656
	Iteration 101Q: 3 clusters Score -1670828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1670831.875000 Penalty: 4769.472656
	Iteration 102Q: 3 clusters Score -1670832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1670833.500000 Penalty: 4769.472656
	Iteration 103Q: 3 clusters Score -1670834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1670838.125000 Penalty: 4769.472656
	Iteration 104Q: 3 clusters Score -1670838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1670842.250000 Penalty: 4769.472656
	Iteration 105Q: 3 clusters Score -1670842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1670848.750000 Penalty: 4769.472656
	Iteration 106Q: 3 clusters Score -1670849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1670851.000000 Penalty: 4769.472656
	Iteration 107Q: 3 clusters Score -1670851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1670850.125000 Penalty: 4769.472656
	Iteration 108Q: 3 clusters Score -1670850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1670856.125000 Penalty: 4769.472656
	Iteration 109Q: 3 clusters Score -1670856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1670860.875000 Penalty: 4769.472656
	Iteration 110Q: 3 clusters Score -1670861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1670860.250000 Penalty: 4769.472656
	Iteration 111Q: 3 clusters Score -1670860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1670861.500000 Penalty: 4769.472656
	Iteration 112Q: 3 clusters Score -1670862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1670866.250000 Penalty: 4769.472656
	Iteration 113Q: 3 clusters Score -1670866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1670869.500000 Penalty: 4769.472656
	Iteration 114Q: 3 clusters Score -1670870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1670869.500000 Penalty: 4769.472656
	Iteration 115Q: 3 clusters Score -1670870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1670868.625000 Penalty: 4769.472656
	Iteration 116Q: 3 clusters Score -1670869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1670867.750000 Penalty: 4769.472656
	Iteration 117Q: 3 clusters Score -1670868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1670871.625000 Penalty: 4769.472656
	Iteration 118Q: 3 clusters Score -1670872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1670869.000000 Penalty: 4769.472656
	Iteration 119Q: 3 clusters Score -1670869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1670868.000000 Penalty: 4769.472656
	Iteration 120F: 3 clusters Score -1670868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1670870.125000 Penalty: 4769.472656
	Iteration 121Q: 3 clusters Score -1670870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1670869.875000 Penalty: 4769.472656
	Iteration 122Q: 3 clusters Score -1670870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1670870.750000 Penalty: 4769.472656
	Iteration 123Q: 3 clusters Score -1670871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1670875.750000 Penalty: 4769.472656
	Iteration 124Q: 3 clusters Score -1670876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1670871.500000 Penalty: 4769.472656
	Iteration 125Q: 3 clusters Score -1670872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1670872.125000 Penalty: 4769.472656
	Iteration 126Q: 3 clusters Score -1670872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1670878.625000 Penalty: 4769.472656
	Iteration 127Q: 3 clusters Score -1670879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1670878.250000 Penalty: 4769.472656
	Iteration 128Q: 3 clusters Score -1670878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1670881.750000 Penalty: 4769.472656
	Iteration 129Q: 3 clusters Score -1670882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1670885.750000 Penalty: 4769.472656
	Iteration 130Q: 3 clusters Score -1670886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1670888.625000 Penalty: 4769.472656
	Iteration 131Q: 3 clusters Score -1670889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1670892.000000 Penalty: 4769.472656
	Iteration 132Q: 3 clusters Score -1670892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1670894.125000 Penalty: 4769.472656
	Iteration 133Q: 3 clusters Score -1670894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1670898.500000 Penalty: 4769.472656
	Iteration 134Q: 3 clusters Score -1670898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1670907.875000 Penalty: 4769.472656
	Iteration 135Q: 3 clusters Score -1670908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1670911.125000 Penalty: 4769.472656
	Iteration 136Q: 3 clusters Score -1670911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1670915.500000 Penalty: 4769.472656
	Iteration 137Q: 3 clusters Score -1670916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1670918.125000 Penalty: 4769.472656
	Iteration 138Q: 3 clusters Score -1670918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1670918.500000 Penalty: 4769.472656
	Iteration 139Q: 3 clusters Score -1670918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1670919.125000 Penalty: 4769.472656
	Iteration 140F: 3 clusters Score -1670919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1670919.250000 Penalty: 4769.472656
	Iteration 141Q: 3 clusters Score -1670919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1670919.250000 Penalty: 4769.472656
	Iteration 142Q: 3 clusters Score -1670919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1670922.625000 Penalty: 4769.472656
	Iteration 143Q: 3 clusters Score -1670923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1670922.875000 Penalty: 4769.472656
	Iteration 144Q: 3 clusters Score -1670923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1670924.875000 Penalty: 4769.472656
	Iteration 145Q: 3 clusters Score -1670925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1670927.000000 Penalty: 4769.472656
	Iteration 146Q: 3 clusters Score -1670927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1670929.000000 Penalty: 4769.472656
	Iteration 147Q: 3 clusters Score -1670929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1670927.375000 Penalty: 4769.472656
	Iteration 148Q: 3 clusters Score -1670927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1670927.375000 Penalty: 4769.472656
	Iteration 149F: 3 clusters Score -1670927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Entering Unmasked Estep 
Score: -1264385.750000 Penalty: 2292.671875
	Iteration 0F: 2 clusters Score -1264386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1256449.000000 Penalty: 4585.343750
	Iteration 0F: 3 clusters Score -1256449 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1258817.500000 Penalty: 4585.343750
	Iteration 1F: 3 clusters Score -1258818 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1259182.125000 Penalty: 4585.343750
	Iteration 2F: 3 clusters Score -1259182 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1259569.000000 Penalty: 4585.343750
	Iteration 3F: 3 clusters Score -1259569 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1260118.250000 Penalty: 4585.343750
	Iteration 4F: 3 clusters Score -1260118 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1260901.000000 Penalty: 4585.343750
	Iteration 5F: 3 clusters Score -1260901 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1261683.125000 Penalty: 4585.343750
	Iteration 6F: 3 clusters Score -1261683 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1262279.125000 Penalty: 4585.343750
	Iteration 7F: 3 clusters Score -1262279 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1262766.125000 Penalty: 4585.343750
	Iteration 8F: 3 clusters Score -1262766 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1263228.750000 Penalty: 4585.343750
	Iteration 9Q: 3 clusters Score -1263229 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1263723.500000 Penalty: 4585.343750
	Iteration 10Q: 3 clusters Score -1263724 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1264219.750000 Penalty: 4585.343750
	Iteration 11Q: 3 clusters Score -1264220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1264730.500000 Penalty: 4585.343750
	Iteration 12Q: 3 clusters Score -1264730 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1265220.875000 Penalty: 4585.343750
	Iteration 13Q: 3 clusters Score -1265221 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1265532.625000 Penalty: 4585.343750
	Iteration 14Q: 3 clusters Score -1265533 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1265702.625000 Penalty: 4585.343750
	Iteration 15Q: 3 clusters Score -1265703 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1265851.500000 Penalty: 4585.343750
	Iteration 16Q: 3 clusters Score -1265852 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1266024.875000 Penalty: 4585.343750
	Iteration 17Q: 3 clusters Score -1266025 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1266237.125000 Penalty: 4585.343750
	Iteration 18Q: 3 clusters Score -1266237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1266509.375000 Penalty: 4585.343750
	Iteration 19Q: 3 clusters Score -1266509 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1266792.500000 Penalty: 4585.343750
	Iteration 20F: 3 clusters Score -1266792 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1267073.750000 Penalty: 4585.343750
	Iteration 21Q: 3 clusters Score -1267074 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1267268.500000 Penalty: 4585.343750
	Iteration 22Q: 3 clusters Score -1267268 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1267409.875000 Penalty: 4585.343750
	Iteration 23Q: 3 clusters Score -1267410 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1267525.125000 Penalty: 4585.343750
	Iteration 24Q: 3 clusters Score -1267525 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1267654.375000 Penalty: 4585.343750
	Iteration 25Q: 3 clusters Score -1267654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1267784.375000 Penalty: 4585.343750
	Iteration 26Q: 3 clusters Score -1267784 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1267919.250000 Penalty: 4585.343750
	Iteration 27Q: 3 clusters Score -1267919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1268070.750000 Penalty: 4585.343750
	Iteration 28Q: 3 clusters Score -1268071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1268240.125000 Penalty: 4585.343750
	Iteration 29Q: 3 clusters Score -1268240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1268433.875000 Penalty: 4585.343750
	Iteration 30Q: 3 clusters Score -1268434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1268618.250000 Penalty: 4585.343750
	Iteration 31Q: 3 clusters Score -1268618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1268796.750000 Penalty: 4585.343750
	Iteration 32Q: 3 clusters Score -1268797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1268930.375000 Penalty: 4585.343750
	Iteration 33Q: 3 clusters Score -1268930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1269016.500000 Penalty: 4585.343750
	Iteration 34Q: 3 clusters Score -1269016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1269052.000000 Penalty: 4585.343750
	Iteration 35Q: 3 clusters Score -1269052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1269064.000000 Penalty: 4585.343750
	Iteration 36Q: 3 clusters Score -1269064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1269067.500000 Penalty: 4585.343750
	Iteration 37Q: 3 clusters Score -1269068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1269070.875000 Penalty: 4585.343750
	Iteration 38Q: 3 clusters Score -1269071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1269071.000000 Penalty: 4585.343750
	Iteration 39Q: 3 clusters Score -1269071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1269091.125000 Penalty: 4585.343750
	Iteration 40F: 3 clusters Score -1269091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1269101.625000 Penalty: 4585.343750
	Iteration 41Q: 3 clusters Score -1269102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1269106.125000 Penalty: 4585.343750
	Iteration 42Q: 3 clusters Score -1269106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1269106.125000 Penalty: 4585.343750
	Iteration 43Q: 3 clusters Score -1269106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1269108.250000 Penalty: 4585.343750
	Iteration 44Q: 3 clusters Score -1269108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1269107.250000 Penalty: 4585.343750
	Iteration 45Q: 3 clusters Score -1269107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1269107.250000 Penalty: 4585.343750
	Iteration 46F: 3 clusters Score -1269107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Entering Unmasked Estep 
Score: -134378240.000000 Penalty: 169189.093750
Splitting cluster 24 changes total score from -134323856.000000 to -134378240.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 25 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -337601.031250 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -337601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -334421.937500 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -334421.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335085.562500 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -335085.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335365.218750 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -335365.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -335564.750000 Penalty: 3940.116211
	Iteration 3F: 3 clusters Score -335564.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -335706.375000 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -335706.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -335824.218750 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -335824.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -335946.281250 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -335946.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -336061.625000 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -336061.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -336186.937500 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -336186.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -336338.000000 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -336338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -336495.906250 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -336495.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -336640.187500 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -336640.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -336751.937500 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -336751.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -336827.000000 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -336827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -336864.875000 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -336864.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -336896.750000 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -336896.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -336915.937500 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -336915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -336927.750000 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -336927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -336932.750000 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -336932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336935.656250 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -336935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -336938.875000 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -336938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -336942.500000 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -336942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -336944.250000 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -336944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -336946.437500 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -336946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -336946.875000 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -336946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -336948.156250 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -336948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -336948.156250 Penalty: 3940.116211
	Iteration 26F: 3 clusters Score -336948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -508607.843750 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -508607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -504631.031250 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -504631 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -506400.375000 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -506400.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -508244.531250 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -508244.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -511033.187500 Penalty: 4148.449219
	Iteration 3F: 3 clusters Score -511033.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -513052.500000 Penalty: 4148.449219
	Iteration 4F: 3 clusters Score -513052.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -513552.031250 Penalty: 4148.449219
	Iteration 5Q: 3 clusters Score -513552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -513746.343750 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -513746.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -513908.718750 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -513908.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -514116.562500 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -514116.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -514284.093750 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -514284.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -514335.218750 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -514335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -514347.343750 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -514347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -514351.687500 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -514351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -514354.062500 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -514354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -514357.312500 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -514357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -514357.562500 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -514357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -514357.562500 Penalty: 4148.449219
	Iteration 16F: 3 clusters Score -514357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Entering Unmasked Estep 
Score: -134382800.000000 Penalty: 172641.937500
Splitting cluster 26 changes total score from -134323856.000000 to -134382800.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 27 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -962820.937500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -962820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -956541.125000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -956541.1 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -958433.937500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -958433.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -958865.562500 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -958865.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -959197.187500 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -959197.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -959521.000000 Penalty: 4451.724609
	Iteration 4F: 3 clusters Score -959521 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -959862.750000 Penalty: 4451.724609
	Iteration 5F: 3 clusters Score -959862.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -960255.812500 Penalty: 4451.724609
	Iteration 6F: 3 clusters Score -960255.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -960753.937500 Penalty: 4451.724609
	Iteration 7F: 3 clusters Score -960753.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -961346.375000 Penalty: 4451.724609
	Iteration 8F: 3 clusters Score -961346.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -961899.375000 Penalty: 4451.724609
	Iteration 9F: 3 clusters Score -961899.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -962225.437500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -962225.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -962447.687500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -962447.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -962650.750000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -962650.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -962861.062500 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -962861.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -963124.562500 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -963124.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -963434.125000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -963434.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -963777.187500 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -963777.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -964109.187500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -964109.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -964471.500000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -964471.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -964884.937500 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -964884.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -965245.687500 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -965245.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -965434.750000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -965434.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -965516.812500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -965516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -965543.437500 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -965543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -965544.312500 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -965544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -965545.812500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -965545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -965545.812500 Penalty: 4451.724609
	Iteration 26F: 3 clusters Score -965545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Entering Unmasked Estep 
Score: -134384064.000000 Penalty: 176094.781250
Splitting cluster 27 changes total score from -134323856.000000 to -134384064.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (31501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Entering Unmasked Estep 
Score: -3845713.000000 Penalty: 2568.728027
	Iteration 0F: 2 clusters Score -3845713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3824324.500000 Penalty: 5137.456055
	Iteration 0F: 3 clusters Score -3824324 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3832580.750000 Penalty: 5137.456055
	Iteration 1F: 3 clusters Score -3832581 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3833869.250000 Penalty: 5137.456055
	Iteration 2F: 3 clusters Score -3833869 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3835418.000000 Penalty: 5137.456055
	Iteration 3F: 3 clusters Score -3835418 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3837026.250000 Penalty: 5137.456055
	Iteration 4F: 3 clusters Score -3837026 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3838581.750000 Penalty: 5137.456055
	Iteration 5F: 3 clusters Score -3838582 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3840015.750000 Penalty: 5137.456055
	Iteration 6F: 3 clusters Score -3840016 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3841329.000000 Penalty: 5137.456055
	Iteration 7F: 3 clusters Score -3841329 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3842233.500000 Penalty: 5137.456055
	Iteration 8Q: 3 clusters Score -3842234 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3842835.750000 Penalty: 5137.456055
	Iteration 9Q: 3 clusters Score -3842836 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3843264.750000 Penalty: 5137.456055
	Iteration 10Q: 3 clusters Score -3843265 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3843605.000000 Penalty: 5137.456055
	Iteration 11Q: 3 clusters Score -3843605 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3843849.000000 Penalty: 5137.456055
	Iteration 12Q: 3 clusters Score -3843849 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3843997.250000 Penalty: 5137.456055
	Iteration 13Q: 3 clusters Score -3843997 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3844116.500000 Penalty: 5137.456055
	Iteration 14Q: 3 clusters Score -3844116 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3844191.250000 Penalty: 5137.456055
	Iteration 15Q: 3 clusters Score -3844191 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3844215.750000 Penalty: 5137.456055
	Iteration 16Q: 3 clusters Score -3844216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3844263.250000 Penalty: 5137.456055
	Iteration 17Q: 3 clusters Score -3844263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3844305.500000 Penalty: 5137.456055
	Iteration 18Q: 3 clusters Score -3844306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3844309.500000 Penalty: 5137.456055
	Iteration 19Q: 3 clusters Score -3844310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3844315.750000 Penalty: 5137.456055
	Iteration 20F: 3 clusters Score -3844316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3844331.250000 Penalty: 5137.456055
	Iteration 21Q: 3 clusters Score -3844331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3844335.000000 Penalty: 5137.456055
	Iteration 22Q: 3 clusters Score -3844335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3844345.000000 Penalty: 5137.456055
	Iteration 23Q: 3 clusters Score -3844345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3844341.750000 Penalty: 5137.456055
	Iteration 24Q: 3 clusters Score -3844342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3844341.500000 Penalty: 5137.456055
	Iteration 25Q: 3 clusters Score -3844342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3844347.750000 Penalty: 5137.456055
	Iteration 26Q: 3 clusters Score -3844348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3844343.000000 Penalty: 5137.456055
	Iteration 27Q: 3 clusters Score -3844343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3844347.500000 Penalty: 5137.456055
	Iteration 28Q: 3 clusters Score -3844348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3844357.250000 Penalty: 5137.456055
	Iteration 29Q: 3 clusters Score -3844357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3844352.000000 Penalty: 5137.456055
	Iteration 30Q: 3 clusters Score -3844352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3844350.500000 Penalty: 5137.456055
	Iteration 31Q: 3 clusters Score -3844350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3844347.000000 Penalty: 5137.456055
	Iteration 32Q: 3 clusters Score -3844347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3844339.250000 Penalty: 5137.456055
	Iteration 33Q: 3 clusters Score -3844339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3844336.500000 Penalty: 5137.456055
	Iteration 34Q: 3 clusters Score -3844336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3844336.500000 Penalty: 5137.456055
	Iteration 35Q: 3 clusters Score -3844336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3844336.500000 Penalty: 5137.456055
	Iteration 36F: 3 clusters Score -3844336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -130976.656250 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -130976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -129147.500000 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -129147.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -131955.093750 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -131955.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -135282.203125 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -135282.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -137120.203125 Penalty: 3682.681885
	Iteration 3F: 3 clusters Score -137120.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -137519.812500 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -137519.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -137699.515625 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -137699.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -137757.828125 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -137757.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -137804.812500 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -137804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -137823.968750 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -137824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -137830.187500 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -137830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -137831.531250 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -137831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -137835.296875 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -137835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -137846.078125 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -137846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -137864.203125 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -137864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -137873.734375 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -137873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137888.437500 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -137888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -137903.921875 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -137903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -137915.750000 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -137915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137922.296875 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -137922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -137930.750000 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -137930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -137947.093750 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -137947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -137963.968750 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -137964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -137982.765625 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -137982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138002.312500 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -138002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -138015.125000 Penalty: 3682.681885
	Iteration 24Q: 3 clusters Score -138015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138025.234375 Penalty: 3682.681885
	Iteration 25Q: 3 clusters Score -138025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -138037.812500 Penalty: 3682.681885
	Iteration 26Q: 3 clusters Score -138037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -138043.718750 Penalty: 3682.681885
	Iteration 27Q: 3 clusters Score -138043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -138047.875000 Penalty: 3682.681885
	Iteration 28Q: 3 clusters Score -138047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138054.109375 Penalty: 3682.681885
	Iteration 29Q: 3 clusters Score -138054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138062.640625 Penalty: 3682.681885
	Iteration 30Q: 3 clusters Score -138062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -138067.484375 Penalty: 3682.681885
	Iteration 31Q: 3 clusters Score -138067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138073.531250 Penalty: 3682.681885
	Iteration 32Q: 3 clusters Score -138073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138085.359375 Penalty: 3682.681885
	Iteration 33Q: 3 clusters Score -138085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138096.593750 Penalty: 3682.681885
	Iteration 34Q: 3 clusters Score -138096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138117.750000 Penalty: 3682.681885
	Iteration 35Q: 3 clusters Score -138117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -138159.796875 Penalty: 3682.681885
	Iteration 36Q: 3 clusters Score -138159.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138203.703125 Penalty: 3682.681885
	Iteration 37Q: 3 clusters Score -138203.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138234.906250 Penalty: 3682.681885
	Iteration 38Q: 3 clusters Score -138234.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138256.796875 Penalty: 3682.681885
	Iteration 39Q: 3 clusters Score -138256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138285.953125 Penalty: 3682.681885
	Iteration 40F: 3 clusters Score -138286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138336.046875 Penalty: 3682.681885
	Iteration 41Q: 3 clusters Score -138336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138438.734375 Penalty: 3682.681885
	Iteration 42Q: 3 clusters Score -138438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138501.437500 Penalty: 3682.681885
	Iteration 43Q: 3 clusters Score -138501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138556.906250 Penalty: 3682.681885
	Iteration 44Q: 3 clusters Score -138556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -138605.531250 Penalty: 3682.681885
	Iteration 45Q: 3 clusters Score -138605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138628.218750 Penalty: 3682.681885
	Iteration 46Q: 3 clusters Score -138628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138634.640625 Penalty: 3682.681885
	Iteration 47Q: 3 clusters Score -138634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138642.046875 Penalty: 3682.681885
	Iteration 48Q: 3 clusters Score -138642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138646.265625 Penalty: 3682.681885
	Iteration 49Q: 3 clusters Score -138646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138648.468750 Penalty: 3682.681885
	Iteration 50Q: 3 clusters Score -138648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138700.312500 Penalty: 3682.681885
	Iteration 51F: 3 clusters Score -138700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139232.109375 Penalty: 3682.681885
	Iteration 52Q: 3 clusters Score -139232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139714.390625 Penalty: 3682.681885
	Iteration 53Q: 3 clusters Score -139714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139755.546875 Penalty: 3682.681885
	Iteration 54Q: 3 clusters Score -139755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139765.765625 Penalty: 3682.681885
	Iteration 55Q: 3 clusters Score -139765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139766.671875 Penalty: 3682.681885
	Iteration 56Q: 3 clusters Score -139766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139766.671875 Penalty: 3682.681885
	Iteration 57F: 3 clusters Score -139766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 20743 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Mstep: Class 52 contains 653 members 
Entering Unmasked Estep 
Score: -134391872.000000 Penalty: 179547.625000
Splitting cluster 29 changes total score from -134323856.000000 to -134391872.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (20743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Entering Unmasked Estep 
Score: -2519548.500000 Penalty: 2465.111084
	Iteration 0F: 2 clusters Score -2519548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2505184.250000 Penalty: 4930.222168
	Iteration 0F: 3 clusters Score -2505184 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2511848.250000 Penalty: 4930.222168
	Iteration 1F: 3 clusters Score -2511848 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2514570.500000 Penalty: 4930.222168
	Iteration 2F: 3 clusters Score -2514570 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2517702.000000 Penalty: 4930.222168
	Iteration 3F: 3 clusters Score -2517702 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2520434.250000 Penalty: 4930.222168
	Iteration 4F: 3 clusters Score -2520434 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2522081.750000 Penalty: 4930.222168
	Iteration 5F: 3 clusters Score -2522082 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2522738.500000 Penalty: 4930.222168
	Iteration 6Q: 3 clusters Score -2522738 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2523054.000000 Penalty: 4930.222168
	Iteration 7Q: 3 clusters Score -2523054 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2523244.500000 Penalty: 4930.222168
	Iteration 8Q: 3 clusters Score -2523244 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2523389.750000 Penalty: 4930.222168
	Iteration 9Q: 3 clusters Score -2523390 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2523523.000000 Penalty: 4930.222168
	Iteration 10Q: 3 clusters Score -2523523 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2523673.750000 Penalty: 4930.222168
	Iteration 11Q: 3 clusters Score -2523674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2523861.000000 Penalty: 4930.222168
	Iteration 12Q: 3 clusters Score -2523861 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2524103.500000 Penalty: 4930.222168
	Iteration 13Q: 3 clusters Score -2524104 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2524358.750000 Penalty: 4930.222168
	Iteration 14Q: 3 clusters Score -2524359 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2524539.750000 Penalty: 4930.222168
	Iteration 15Q: 3 clusters Score -2524540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2524595.750000 Penalty: 4930.222168
	Iteration 16Q: 3 clusters Score -2524596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2524631.250000 Penalty: 4930.222168
	Iteration 17Q: 3 clusters Score -2524631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2524647.750000 Penalty: 4930.222168
	Iteration 18Q: 3 clusters Score -2524648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2524672.250000 Penalty: 4930.222168
	Iteration 19Q: 3 clusters Score -2524672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2524698.500000 Penalty: 4930.222168
	Iteration 20F: 3 clusters Score -2524698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2524722.250000 Penalty: 4930.222168
	Iteration 21Q: 3 clusters Score -2524722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2524744.750000 Penalty: 4930.222168
	Iteration 22Q: 3 clusters Score -2524745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2524761.000000 Penalty: 4930.222168
	Iteration 23Q: 3 clusters Score -2524761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2524771.250000 Penalty: 4930.222168
	Iteration 24Q: 3 clusters Score -2524771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2524818.500000 Penalty: 4930.222168
	Iteration 25Q: 3 clusters Score -2524818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2524859.500000 Penalty: 4930.222168
	Iteration 26Q: 3 clusters Score -2524860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2524910.000000 Penalty: 4930.222168
	Iteration 27Q: 3 clusters Score -2524910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2524965.750000 Penalty: 4930.222168
	Iteration 28Q: 3 clusters Score -2524966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2525019.500000 Penalty: 4930.222168
	Iteration 29Q: 3 clusters Score -2525020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2525071.500000 Penalty: 4930.222168
	Iteration 30Q: 3 clusters Score -2525072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2525107.250000 Penalty: 4930.222168
	Iteration 31Q: 3 clusters Score -2525107 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2525118.000000 Penalty: 4930.222168
	Iteration 32Q: 3 clusters Score -2525118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2525135.750000 Penalty: 4930.222168
	Iteration 33Q: 3 clusters Score -2525136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2525137.750000 Penalty: 4930.222168
	Iteration 34Q: 3 clusters Score -2525138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2525141.250000 Penalty: 4930.222168
	Iteration 35Q: 3 clusters Score -2525141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2525145.500000 Penalty: 4930.222168
	Iteration 36Q: 3 clusters Score -2525146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2525147.500000 Penalty: 4930.222168
	Iteration 37Q: 3 clusters Score -2525148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2525145.250000 Penalty: 4930.222168
	Iteration 38Q: 3 clusters Score -2525145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2525140.000000 Penalty: 4930.222168
	Iteration 39Q: 3 clusters Score -2525140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2525140.750000 Penalty: 4930.222168
	Iteration 40F: 3 clusters Score -2525141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2525142.750000 Penalty: 4930.222168
	Iteration 41Q: 3 clusters Score -2525143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2525145.250000 Penalty: 4930.222168
	Iteration 42Q: 3 clusters Score -2525145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2525148.500000 Penalty: 4930.222168
	Iteration 43Q: 3 clusters Score -2525148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2525141.250000 Penalty: 4930.222168
	Iteration 44Q: 3 clusters Score -2525141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2525143.250000 Penalty: 4930.222168
	Iteration 45Q: 3 clusters Score -2525143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2525143.500000 Penalty: 4930.222168
	Iteration 46Q: 3 clusters Score -2525144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2525143.500000 Penalty: 4930.222168
	Iteration 47F: 3 clusters Score -2525144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 8089 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Mstep: Class 52 contains 653 members 
Mstep: Class 53 contains 8493 members 
Entering Unmasked Estep 
Score: -134396272.000000 Penalty: 183000.453125
Splitting cluster 30 changes total score from -134323856.000000 to -134396272.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -957192.187500 Penalty: 2231.568604
	Iteration 0F: 2 clusters Score -957192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -950759.937500 Penalty: 4463.137207
	Iteration 0F: 3 clusters Score -950759.9 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -953000.375000 Penalty: 4463.137207
	Iteration 1F: 3 clusters Score -953000.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -953805.250000 Penalty: 4463.137207
	Iteration 2F: 3 clusters Score -953805.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -954918.312500 Penalty: 4463.137207
	Iteration 3F: 3 clusters Score -954918.3 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -956185.125000 Penalty: 4463.137207
	Iteration 4F: 3 clusters Score -956185.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -956968.937500 Penalty: 4463.137207
	Iteration 5F: 3 clusters Score -956968.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -957295.062500 Penalty: 4463.137207
	Iteration 6Q: 3 clusters Score -957295.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -957434.812500 Penalty: 4463.137207
	Iteration 7Q: 3 clusters Score -957434.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -957479.000000 Penalty: 4463.137207
	Iteration 8Q: 3 clusters Score -957479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -957498.687500 Penalty: 4463.137207
	Iteration 9Q: 3 clusters Score -957498.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -957503.375000 Penalty: 4463.137207
	Iteration 10Q: 3 clusters Score -957503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -957508.437500 Penalty: 4463.137207
	Iteration 11Q: 3 clusters Score -957508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -957511.687500 Penalty: 4463.137207
	Iteration 12Q: 3 clusters Score -957511.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -957509.750000 Penalty: 4463.137207
	Iteration 13Q: 3 clusters Score -957509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -957512.812500 Penalty: 4463.137207
	Iteration 14Q: 3 clusters Score -957512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -957513.562500 Penalty: 4463.137207
	Iteration 15Q: 3 clusters Score -957513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -957514.187500 Penalty: 4463.137207
	Iteration 16Q: 3 clusters Score -957514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -957514.187500 Penalty: 4463.137207
	Iteration 17F: 3 clusters Score -957514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Mstep: Class 52 contains 653 members 
Mstep: Class 53 contains 8493 members 
Mstep: Class 54 contains 3844 members 
Entering Unmasked Estep 
Score: -134395376.000000 Penalty: 186453.296875
Splitting cluster 31 changes total score from -134323856.000000 to -134395376.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (39387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Entering Unmasked Estep 
Score: -4866124.500000 Penalty: 2624.135498
	Iteration 0F: 2 clusters Score -4866124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4839478.000000 Penalty: 5248.270996
	Iteration 0F: 3 clusters Score -4839478 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4849638.000000 Penalty: 5248.270996
	Iteration 1F: 3 clusters Score -4849638 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4850534.000000 Penalty: 5248.270996
	Iteration 2Q: 3 clusters Score -4850534 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -4851738.000000 Penalty: 5248.270996
	Iteration 3F: 3 clusters Score -4851738 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4853406.500000 Penalty: 5248.270996
	Iteration 4F: 3 clusters Score -4853406 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4855471.000000 Penalty: 5248.270996
	Iteration 5F: 3 clusters Score -4855471 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4857520.000000 Penalty: 5248.270996
	Iteration 6F: 3 clusters Score -4857520 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4859346.000000 Penalty: 5248.270996
	Iteration 7F: 3 clusters Score -4859346 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4860844.500000 Penalty: 5248.270996
	Iteration 8F: 3 clusters Score -4860844 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4861839.500000 Penalty: 5248.270996
	Iteration 9Q: 3 clusters Score -4861840 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4862557.500000 Penalty: 5248.270996
	Iteration 10Q: 3 clusters Score -4862558 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4863022.000000 Penalty: 5248.270996
	Iteration 11Q: 3 clusters Score -4863022 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4863351.500000 Penalty: 5248.270996
	Iteration 12Q: 3 clusters Score -4863352 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4863686.000000 Penalty: 5248.270996
	Iteration 13Q: 3 clusters Score -4863686 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4863964.000000 Penalty: 5248.270996
	Iteration 14Q: 3 clusters Score -4863964 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4864216.500000 Penalty: 5248.270996
	Iteration 15Q: 3 clusters Score -4864216 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4864447.000000 Penalty: 5248.270996
	Iteration 16Q: 3 clusters Score -4864447 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4864689.500000 Penalty: 5248.270996
	Iteration 17Q: 3 clusters Score -4864690 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4864921.000000 Penalty: 5248.270996
	Iteration 18Q: 3 clusters Score -4864921 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4865073.500000 Penalty: 5248.270996
	Iteration 19Q: 3 clusters Score -4865074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4865225.000000 Penalty: 5248.270996
	Iteration 20F: 3 clusters Score -4865225 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4865278.500000 Penalty: 5248.270996
	Iteration 21Q: 3 clusters Score -4865278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4865348.500000 Penalty: 5248.270996
	Iteration 22Q: 3 clusters Score -4865348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4865384.000000 Penalty: 5248.270996
	Iteration 23Q: 3 clusters Score -4865384 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4865407.500000 Penalty: 5248.270996
	Iteration 24Q: 3 clusters Score -4865408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4865416.000000 Penalty: 5248.270996
	Iteration 25Q: 3 clusters Score -4865416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4865404.500000 Penalty: 5248.270996
	Iteration 26Q: 3 clusters Score -4865404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4865416.500000 Penalty: 5248.270996
	Iteration 27Q: 3 clusters Score -4865416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4865416.500000 Penalty: 5248.270996
	Iteration 28Q: 3 clusters Score -4865416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4865434.000000 Penalty: 5248.270996
	Iteration 29Q: 3 clusters Score -4865434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4865439.000000 Penalty: 5248.270996
	Iteration 30Q: 3 clusters Score -4865439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4865433.500000 Penalty: 5248.270996
	Iteration 31Q: 3 clusters Score -4865434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4865442.500000 Penalty: 5248.270996
	Iteration 32Q: 3 clusters Score -4865442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4865443.000000 Penalty: 5248.270996
	Iteration 33Q: 3 clusters Score -4865443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4865447.500000 Penalty: 5248.270996
	Iteration 34Q: 3 clusters Score -4865448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4865453.000000 Penalty: 5248.270996
	Iteration 35Q: 3 clusters Score -4865453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4865449.000000 Penalty: 5248.270996
	Iteration 36Q: 3 clusters Score -4865449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4865449.500000 Penalty: 5248.270996
	Iteration 37Q: 3 clusters Score -4865450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4865453.000000 Penalty: 5248.270996
	Iteration 38Q: 3 clusters Score -4865453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4865445.500000 Penalty: 5248.270996
	Iteration 39Q: 3 clusters Score -4865446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4865451.500000 Penalty: 5248.270996
	Iteration 40F: 3 clusters Score -4865452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4865441.000000 Penalty: 5248.270996
	Iteration 41Q: 3 clusters Score -4865441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4865449.500000 Penalty: 5248.270996
	Iteration 42Q: 3 clusters Score -4865450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4865452.000000 Penalty: 5248.270996
	Iteration 43Q: 3 clusters Score -4865452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4865452.000000 Penalty: 5248.270996
	Iteration 44Q: 3 clusters Score -4865452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4865449.500000 Penalty: 5248.270996
	Iteration 45Q: 3 clusters Score -4865450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4865452.000000 Penalty: 5248.270996
	Iteration 46Q: 3 clusters Score -4865452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4865457.000000 Penalty: 5248.270996
	Iteration 47Q: 3 clusters Score -4865457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4865453.000000 Penalty: 5248.270996
	Iteration 48Q: 3 clusters Score -4865453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4865451.500000 Penalty: 5248.270996
	Iteration 49Q: 3 clusters Score -4865452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4865451.500000 Penalty: 5248.270996
	Iteration 50F: 3 clusters Score -4865452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1175438.000000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1175438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1168193.625000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1168194 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1170153.125000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1170153 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1170461.000000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1170461 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1170688.625000 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -1170689 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1170874.750000 Penalty: 4526.647949
	Iteration 4Q: 3 clusters Score -1170875 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1171061.125000 Penalty: 4526.647949
	Iteration 5Q: 3 clusters Score -1171061 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1171274.750000 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -1171275 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1171472.500000 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -1171472 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1171687.250000 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -1171687 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1171916.875000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1171917 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1172119.125000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1172119 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1172324.750000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1172325 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1172512.250000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1172512 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1172693.250000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1172693 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1172864.750000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1172865 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1173017.000000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1173017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1173138.375000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1173138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1173212.750000 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1173213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1173270.250000 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1173270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1173312.500000 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1173312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1173333.750000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1173334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1173361.000000 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1173361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1173381.750000 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -1173382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1173399.375000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -1173399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1173413.875000 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -1173414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1173416.500000 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -1173416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1173419.125000 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -1173419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1173419.125000 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -1173419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1173419.375000 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -1173419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1173421.625000 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -1173422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1173424.625000 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -1173425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1173427.875000 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -1173428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1173429.750000 Penalty: 4526.647949
	Iteration 32Q: 3 clusters Score -1173430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1173436.000000 Penalty: 4526.647949
	Iteration 33Q: 3 clusters Score -1173436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1173443.250000 Penalty: 4526.647949
	Iteration 34Q: 3 clusters Score -1173443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1173446.375000 Penalty: 4526.647949
	Iteration 35Q: 3 clusters Score -1173446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1173448.750000 Penalty: 4526.647949
	Iteration 36Q: 3 clusters Score -1173449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1173453.125000 Penalty: 4526.647949
	Iteration 37Q: 3 clusters Score -1173453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1173453.625000 Penalty: 4526.647949
	Iteration 38Q: 3 clusters Score -1173454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1173456.125000 Penalty: 4526.647949
	Iteration 39Q: 3 clusters Score -1173456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1173461.000000 Penalty: 4526.647949
	Iteration 40F: 3 clusters Score -1173461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1173462.375000 Penalty: 4526.647949
	Iteration 41Q: 3 clusters Score -1173462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1173467.625000 Penalty: 4526.647949
	Iteration 42Q: 3 clusters Score -1173468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1173477.000000 Penalty: 4526.647949
	Iteration 43Q: 3 clusters Score -1173477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1173483.000000 Penalty: 4526.647949
	Iteration 44Q: 3 clusters Score -1173483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1173486.000000 Penalty: 4526.647949
	Iteration 45Q: 3 clusters Score -1173486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1173489.625000 Penalty: 4526.647949
	Iteration 46Q: 3 clusters Score -1173490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1173491.250000 Penalty: 4526.647949
	Iteration 47Q: 3 clusters Score -1173491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1173493.875000 Penalty: 4526.647949
	Iteration 48Q: 3 clusters Score -1173494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1173496.875000 Penalty: 4526.647949
	Iteration 49Q: 3 clusters Score -1173497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1173499.125000 Penalty: 4526.647949
	Iteration 50Q: 3 clusters Score -1173499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1173499.125000 Penalty: 4526.647949
	Iteration 51F: 3 clusters Score -1173499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Entering Unmasked Estep 
Score: -3803951.500000 Penalty: 2559.905029
	Iteration 0F: 2 clusters Score -3803952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3782908.250000 Penalty: 5119.810059
	Iteration 0F: 3 clusters Score -3782908 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3790797.750000 Penalty: 5119.810059
	Iteration 1F: 3 clusters Score -3790798 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3791428.250000 Penalty: 5119.810059
	Iteration 2F: 3 clusters Score -3791428 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3792112.250000 Penalty: 5119.810059
	Iteration 3Q: 3 clusters Score -3792112 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3792817.000000 Penalty: 5119.810059
	Iteration 4Q: 3 clusters Score -3792817 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3793602.500000 Penalty: 5119.810059
	Iteration 5Q: 3 clusters Score -3793602 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3794479.000000 Penalty: 5119.810059
	Iteration 6F: 3 clusters Score -3794479 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3795497.000000 Penalty: 5119.810059
	Iteration 7F: 3 clusters Score -3795497 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3796571.750000 Penalty: 5119.810059
	Iteration 8F: 3 clusters Score -3796572 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3797504.500000 Penalty: 5119.810059
	Iteration 9F: 3 clusters Score -3797504 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3798107.500000 Penalty: 5119.810059
	Iteration 10Q: 3 clusters Score -3798108 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3798440.250000 Penalty: 5119.810059
	Iteration 11Q: 3 clusters Score -3798440 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3798615.750000 Penalty: 5119.810059
	Iteration 12Q: 3 clusters Score -3798616 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3798768.250000 Penalty: 5119.810059
	Iteration 13Q: 3 clusters Score -3798768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3798905.000000 Penalty: 5119.810059
	Iteration 14Q: 3 clusters Score -3798905 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3798984.250000 Penalty: 5119.810059
	Iteration 15Q: 3 clusters Score -3798984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3799033.000000 Penalty: 5119.810059
	Iteration 16Q: 3 clusters Score -3799033 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3799085.250000 Penalty: 5119.810059
	Iteration 17Q: 3 clusters Score -3799085 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3799138.750000 Penalty: 5119.810059
	Iteration 18Q: 3 clusters Score -3799139 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3799182.750000 Penalty: 5119.810059
	Iteration 19Q: 3 clusters Score -3799183 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3799234.750000 Penalty: 5119.810059
	Iteration 20F: 3 clusters Score -3799235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3799271.000000 Penalty: 5119.810059
	Iteration 21Q: 3 clusters Score -3799271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3799286.750000 Penalty: 5119.810059
	Iteration 22Q: 3 clusters Score -3799287 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3799312.250000 Penalty: 5119.810059
	Iteration 23Q: 3 clusters Score -3799312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3799330.000000 Penalty: 5119.810059
	Iteration 24Q: 3 clusters Score -3799330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3799358.000000 Penalty: 5119.810059
	Iteration 25Q: 3 clusters Score -3799358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3799382.750000 Penalty: 5119.810059
	Iteration 26Q: 3 clusters Score -3799383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3799403.750000 Penalty: 5119.810059
	Iteration 27Q: 3 clusters Score -3799404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3799416.000000 Penalty: 5119.810059
	Iteration 28Q: 3 clusters Score -3799416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3799442.000000 Penalty: 5119.810059
	Iteration 29Q: 3 clusters Score -3799442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3799474.250000 Penalty: 5119.810059
	Iteration 30Q: 3 clusters Score -3799474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3799487.500000 Penalty: 5119.810059
	Iteration 31Q: 3 clusters Score -3799488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3799502.500000 Penalty: 5119.810059
	Iteration 32Q: 3 clusters Score -3799502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3799527.500000 Penalty: 5119.810059
	Iteration 33Q: 3 clusters Score -3799528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3799548.750000 Penalty: 5119.810059
	Iteration 34Q: 3 clusters Score -3799549 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3799562.500000 Penalty: 5119.810059
	Iteration 35Q: 3 clusters Score -3799562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3799573.250000 Penalty: 5119.810059
	Iteration 36Q: 3 clusters Score -3799573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3799592.000000 Penalty: 5119.810059
	Iteration 37Q: 3 clusters Score -3799592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3799611.000000 Penalty: 5119.810059
	Iteration 38Q: 3 clusters Score -3799611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3799635.500000 Penalty: 5119.810059
	Iteration 39Q: 3 clusters Score -3799636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3799657.500000 Penalty: 5119.810059
	Iteration 40F: 3 clusters Score -3799658 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3799673.250000 Penalty: 5119.810059
	Iteration 41Q: 3 clusters Score -3799673 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3799690.750000 Penalty: 5119.810059
	Iteration 42Q: 3 clusters Score -3799691 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3799717.500000 Penalty: 5119.810059
	Iteration 43Q: 3 clusters Score -3799718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3799751.750000 Penalty: 5119.810059
	Iteration 44Q: 3 clusters Score -3799752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3799772.500000 Penalty: 5119.810059
	Iteration 45Q: 3 clusters Score -3799772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3799794.250000 Penalty: 5119.810059
	Iteration 46Q: 3 clusters Score -3799794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3799816.750000 Penalty: 5119.810059
	Iteration 47Q: 3 clusters Score -3799817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3799826.500000 Penalty: 5119.810059
	Iteration 48Q: 3 clusters Score -3799826 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3799857.750000 Penalty: 5119.810059
	Iteration 49Q: 3 clusters Score -3799858 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3799884.250000 Penalty: 5119.810059
	Iteration 50Q: 3 clusters Score -3799884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3799923.500000 Penalty: 5119.810059
	Iteration 51Q: 3 clusters Score -3799924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3799941.500000 Penalty: 5119.810059
	Iteration 52Q: 3 clusters Score -3799942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3799950.750000 Penalty: 5119.810059
	Iteration 53Q: 3 clusters Score -3799951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3799987.000000 Penalty: 5119.810059
	Iteration 54Q: 3 clusters Score -3799987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3800015.500000 Penalty: 5119.810059
	Iteration 55Q: 3 clusters Score -3800016 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3800039.000000 Penalty: 5119.810059
	Iteration 56Q: 3 clusters Score -3800039 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3800068.750000 Penalty: 5119.810059
	Iteration 57Q: 3 clusters Score -3800069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3800087.250000 Penalty: 5119.810059
	Iteration 58Q: 3 clusters Score -3800087 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3800105.750000 Penalty: 5119.810059
	Iteration 59Q: 3 clusters Score -3800106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3800123.750000 Penalty: 5119.810059
	Iteration 60F: 3 clusters Score -3800124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3800144.250000 Penalty: 5119.810059
	Iteration 61Q: 3 clusters Score -3800144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3800161.750000 Penalty: 5119.810059
	Iteration 62Q: 3 clusters Score -3800162 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3800249 nChanged 81
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Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3800342 nChanged 57
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Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3800351 nChanged 69
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Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3800356 nChanged 72
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Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3800367 nChanged 64
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Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3800401.250000 Penalty: 5119.810059
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3800408.250000 Penalty: 5119.810059
	Iteration 87Q: 3 clusters Score -3800408 nChanged 48
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Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3800405.000000 Penalty: 5119.810059
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Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3800418 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16797 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16840 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3800422 nChanged 33
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Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16906 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3800440.250000 Penalty: 5119.810059
	Iteration 100F: 3 clusters Score -3800440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3800455 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3800462 nChanged 44
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Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3800470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3800470 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3800475 nChanged 51
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Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3800476 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3800485 nChanged 42
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Mstep: Class 1 contains 17283 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3800492 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3800490 nChanged 57
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Mstep: Class 1 contains 17384 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3800496 nChanged 60
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Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3800502.000000 Penalty: 5119.810059
	Iteration 112Q: 3 clusters Score -3800502 nChanged 55
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Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3800508 nChanged 49
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Mstep: Class 1 contains 17540 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3800510 nChanged 47
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Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3800512.250000 Penalty: 5119.810059
	Iteration 115Q: 3 clusters Score -3800512 nChanged 43
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Mstep: Class 1 contains 17622 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3800515 nChanged 35
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Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3800520 nChanged 32
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Mstep: Class 1 contains 17687 members 
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Entering Unmasked Estep 
Score: -3800511.500000 Penalty: 5119.810059
	Iteration 118Q: 3 clusters Score -3800512 nChanged 45
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Mstep: Class 1 contains 17728 members 
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Entering Unmasked Estep 
Score: -3800521.250000 Penalty: 5119.810059
	Iteration 119Q: 3 clusters Score -3800521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3800531.000000 Penalty: 5119.810059
	Iteration 120F: 3 clusters Score -3800531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3800528.250000 Penalty: 5119.810059
	Iteration 121Q: 3 clusters Score -3800528 nChanged 68
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Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3800537.000000 Penalty: 5119.810059
	Iteration 122Q: 3 clusters Score -3800537 nChanged 56
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Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3800533.500000 Penalty: 5119.810059
	Iteration 123Q: 3 clusters Score -3800534 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3800540 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3800541.250000 Penalty: 5119.810059
	Iteration 125Q: 3 clusters Score -3800541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3800548.000000 Penalty: 5119.810059
	Iteration 126Q: 3 clusters Score -3800548 nChanged 49
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Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3800550.750000 Penalty: 5119.810059
	Iteration 127Q: 3 clusters Score -3800551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3800552.250000 Penalty: 5119.810059
	Iteration 128Q: 3 clusters Score -3800552 nChanged 56
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Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3800560.500000 Penalty: 5119.810059
	Iteration 129Q: 3 clusters Score -3800560 nChanged 64
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Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3800559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3800577.000000 Penalty: 5119.810059
	Iteration 131Q: 3 clusters Score -3800577 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3800588 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3800598 nChanged 68
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Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3800599.750000 Penalty: 5119.810059
	Iteration 134Q: 3 clusters Score -3800600 nChanged 71
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Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3800600 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3800616.250000 Penalty: 5119.810059
	Iteration 136Q: 3 clusters Score -3800616 nChanged 63
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Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3800620 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3800623.750000 Penalty: 5119.810059
	Iteration 138Q: 3 clusters Score -3800624 nChanged 70
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Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3800636 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3800633.750000 Penalty: 5119.810059
	Iteration 140F: 3 clusters Score -3800634 nChanged 71
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Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3800639 nChanged 79
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Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3800646.250000 Penalty: 5119.810059
	Iteration 142Q: 3 clusters Score -3800646 nChanged 78
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Mstep: Class 1 contains 19111 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3800658 nChanged 66
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3800661.000000 Penalty: 5119.810059
	Iteration 144Q: 3 clusters Score -3800661 nChanged 69
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Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3800676.250000 Penalty: 5119.810059
	Iteration 145Q: 3 clusters Score -3800676 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19309 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3800679 nChanged 58
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3800690 nChanged 72
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Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3800695.750000 Penalty: 5119.810059
	Iteration 148Q: 3 clusters Score -3800696 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3800702.250000 Penalty: 5119.810059
	Iteration 149Q: 3 clusters Score -3800702 nChanged 69
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Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3800706.750000 Penalty: 5119.810059
	Iteration 150Q: 3 clusters Score -3800707 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3800723.250000 Penalty: 5119.810059
	Iteration 151Q: 3 clusters Score -3800723 nChanged 69
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Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3800734.750000 Penalty: 5119.810059
	Iteration 152Q: 3 clusters Score -3800735 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3800750.250000 Penalty: 5119.810059
	Iteration 153Q: 3 clusters Score -3800750 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3800748.250000 Penalty: 5119.810059
	Iteration 154Q: 3 clusters Score -3800748 nChanged 46
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Mstep: Class 1 contains 19881 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3800757 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3800761 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3800766 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3800756 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3800760 nChanged 35
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Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3800768 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3800760 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3800759 nChanged 35
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Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3800764 nChanged 36
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Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3800755 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3800758 nChanged 27
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Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3800749 nChanged 31
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Mstep: Class 1 contains 20250 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3800753 nChanged 28
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Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3800752 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3800752 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3800756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3800768 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3800768 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3800774 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3800778 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3800788 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3800791 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3800796 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3800788 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3800794 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3800798 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3800796 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3800802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3800804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3800806.000000 Penalty: 5119.810059
	Iteration 184Q: 3 clusters Score -3800806 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3800808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3800809.000000 Penalty: 5119.810059
	Iteration 186Q: 3 clusters Score -3800809 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3800814 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3800810 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3800809 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 9560 members 
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	Iteration 190Q: 3 clusters Score -3800812 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3800813 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3800822 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3800818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3800823.750000 Penalty: 5119.810059
	Iteration 194Q: 3 clusters Score -3800824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3800836.500000 Penalty: 5119.810059
	Iteration 195Q: 3 clusters Score -3800836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3800833.000000 Penalty: 5119.810059
	Iteration 196Q: 3 clusters Score -3800833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3800834.000000 Penalty: 5119.810059
	Iteration 197Q: 3 clusters Score -3800834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3800833.500000 Penalty: 5119.810059
	Iteration 198Q: 3 clusters Score -3800834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3800829.750000 Penalty: 5119.810059
	Iteration 199Q: 3 clusters Score -3800830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3800826.500000 Penalty: 5119.810059
	Iteration 200F: 3 clusters Score -3800826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3800828.000000 Penalty: 5119.810059
	Iteration 201Q: 3 clusters Score -3800828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3800830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3800831.500000 Penalty: 5119.810059
	Iteration 203Q: 3 clusters Score -3800832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3800829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3800831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3800832.500000 Penalty: 5119.810059
	Iteration 206Q: 3 clusters Score -3800832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3800840.750000 Penalty: 5119.810059
	Iteration 207Q: 3 clusters Score -3800841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3800837.000000 Penalty: 5119.810059
	Iteration 208Q: 3 clusters Score -3800837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3800838.250000 Penalty: 5119.810059
	Iteration 209Q: 3 clusters Score -3800838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3800841.000000 Penalty: 5119.810059
	Iteration 210Q: 3 clusters Score -3800841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3800843.000000 Penalty: 5119.810059
	Iteration 211Q: 3 clusters Score -3800843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3800839.750000 Penalty: 5119.810059
	Iteration 212Q: 3 clusters Score -3800840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3800843.000000 Penalty: 5119.810059
	Iteration 213Q: 3 clusters Score -3800843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3800842.250000 Penalty: 5119.810059
	Iteration 214Q: 3 clusters Score -3800842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3800837.250000 Penalty: 5119.810059
	Iteration 215Q: 3 clusters Score -3800837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3800844.750000 Penalty: 5119.810059
	Iteration 216Q: 3 clusters Score -3800845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3800844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3800846.750000 Penalty: 5119.810059
	Iteration 218Q: 3 clusters Score -3800847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3800845.500000 Penalty: 5119.810059
	Iteration 219Q: 3 clusters Score -3800846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3800837.750000 Penalty: 5119.810059
	Iteration 220F: 3 clusters Score -3800838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3800841.000000 Penalty: 5119.810059
	Iteration 221Q: 3 clusters Score -3800841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3800846.500000 Penalty: 5119.810059
	Iteration 222Q: 3 clusters Score -3800846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3800841.000000 Penalty: 5119.810059
	Iteration 223Q: 3 clusters Score -3800841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3800841.500000 Penalty: 5119.810059
	Iteration 224Q: 3 clusters Score -3800842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3800843.000000 Penalty: 5119.810059
	Iteration 225Q: 3 clusters Score -3800843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3800844.750000 Penalty: 5119.810059
	Iteration 226Q: 3 clusters Score -3800845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3800848.250000 Penalty: 5119.810059
	Iteration 227Q: 3 clusters Score -3800848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3800849.750000 Penalty: 5119.810059
	Iteration 228Q: 3 clusters Score -3800850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3800853.000000 Penalty: 5119.810059
	Iteration 229Q: 3 clusters Score -3800853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3800847.750000 Penalty: 5119.810059
	Iteration 230Q: 3 clusters Score -3800848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3800850.250000 Penalty: 5119.810059
	Iteration 231Q: 3 clusters Score -3800850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3800850.250000 Penalty: 5119.810059
	Iteration 232Q: 3 clusters Score -3800850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3800852.500000 Penalty: 5119.810059
	Iteration 233Q: 3 clusters Score -3800852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3800850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3800844.250000 Penalty: 5119.810059
	Iteration 235Q: 3 clusters Score -3800844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3800847.500000 Penalty: 5119.810059
	Iteration 236Q: 3 clusters Score -3800848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3800848.500000 Penalty: 5119.810059
	Iteration 237Q: 3 clusters Score -3800848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3800853.500000 Penalty: 5119.810059
	Iteration 238Q: 3 clusters Score -3800854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3800854.000000 Penalty: 5119.810059
	Iteration 239Q: 3 clusters Score -3800854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3800845.250000 Penalty: 5119.810059
	Iteration 240F: 3 clusters Score -3800845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3800846.750000 Penalty: 5119.810059
	Iteration 241Q: 3 clusters Score -3800847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3800850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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	Iteration 243F: 3 clusters Score -3800850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -483936.062500 Penalty: 1999.951782
	Iteration 0F: 2 clusters Score -483936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -481036.937500 Penalty: 3999.903564
	Iteration 0F: 3 clusters Score -481036.9 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -484712.968750 Penalty: 3999.903564
	Iteration 1F: 3 clusters Score -484713 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -486606.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -487318.625000 Penalty: 3999.903564
	Iteration 3F: 3 clusters Score -487318.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -487486.687500 Penalty: 3999.903564
	Iteration 4Q: 3 clusters Score -487486.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -487513.781250 Penalty: 3999.903564
	Iteration 5Q: 3 clusters Score -487513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -487507.437500 Penalty: 3999.903564
	Iteration 6Q: 3 clusters Score -487507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -487518.031250 Penalty: 3999.903564
	Iteration 7Q: 3 clusters Score -487518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -487523.437500 Penalty: 3999.903564
	Iteration 8Q: 3 clusters Score -487523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -487532.625000 Penalty: 3999.903564
	Iteration 9Q: 3 clusters Score -487532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -487525.875000 Penalty: 3999.903564
	Iteration 10Q: 3 clusters Score -487525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -487530.875000 Penalty: 3999.903564
	Iteration 11Q: 3 clusters Score -487530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -487533.343750 Penalty: 3999.903564
	Iteration 12Q: 3 clusters Score -487533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -487530.718750 Penalty: 3999.903564
	Iteration 13Q: 3 clusters Score -487530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -487528.718750 Penalty: 3999.903564
	Iteration 14Q: 3 clusters Score -487528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -487517.968750 Penalty: 3999.903564
	Iteration 15Q: 3 clusters Score -487518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -487530.906250 Penalty: 3999.903564
	Iteration 16Q: 3 clusters Score -487530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -487527.406250 Penalty: 3999.903564
	Iteration 17Q: 3 clusters Score -487527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -487522.781250 Penalty: 3999.903564
	Iteration 18Q: 3 clusters Score -487522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -487531.750000 Penalty: 3999.903564
	Iteration 19Q: 3 clusters Score -487531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -487531.750000 Penalty: 3999.903564
	Iteration 20F: 3 clusters Score -487531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 783 members 
Mstep: Class 36 contains 17186 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Mstep: Class 52 contains 653 members 
Mstep: Class 53 contains 8493 members 
Mstep: Class 54 contains 3844 members 
Mstep: Class 55 contains 2396 members 
Entering Unmasked Estep 
Score: -134397696.000000 Penalty: 189906.140625
Splitting cluster 35 changes total score from -134323856.000000 to -134397696.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 36 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -2112552.250000 Penalty: 2418.458740
	Iteration 0F: 2 clusters Score -2112552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2100301.750000 Penalty: 4836.917480
	Iteration 0F: 3 clusters Score -2100302 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2104398.250000 Penalty: 4836.917480
	Iteration 1F: 3 clusters Score -2104398 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2104929.500000 Penalty: 4836.917480
	Iteration 2F: 3 clusters Score -2104930 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2105676.250000 Penalty: 4836.917480
	Iteration 3F: 3 clusters Score -2105676 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2106909.250000 Penalty: 4836.917480
	Iteration 4F: 3 clusters Score -2106909 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2108610.750000 Penalty: 4836.917480
	Iteration 5F: 3 clusters Score -2108611 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2110199.000000 Penalty: 4836.917480
	Iteration 6F: 3 clusters Score -2110199 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2111332.750000 Penalty: 4836.917480
	Iteration 7F: 3 clusters Score -2111333 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2112645.750000 Penalty: 4836.917480
	Iteration 8Q: 3 clusters Score -2112646 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2113881.000000 Penalty: 4836.917480
	Iteration 9Q: 3 clusters Score -2113881 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2114256.500000 Penalty: 4836.917480
	Iteration 10Q: 3 clusters Score -2114256 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2114374.750000 Penalty: 4836.917480
	Iteration 11Q: 3 clusters Score -2114375 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2114425.000000 Penalty: 4836.917480
	Iteration 12Q: 3 clusters Score -2114425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2114447.250000 Penalty: 4836.917480
	Iteration 13Q: 3 clusters Score -2114447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2114487.000000 Penalty: 4836.917480
	Iteration 14Q: 3 clusters Score -2114487 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2114516.250000 Penalty: 4836.917480
	Iteration 15Q: 3 clusters Score -2114516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2114558.500000 Penalty: 4836.917480
	Iteration 16Q: 3 clusters Score -2114558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2114632.250000 Penalty: 4836.917480
	Iteration 17Q: 3 clusters Score -2114632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2114764.750000 Penalty: 4836.917480
	Iteration 18Q: 3 clusters Score -2114765 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2115020.500000 Penalty: 4836.917480
	Iteration 19Q: 3 clusters Score -2115020 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2115431.000000 Penalty: 4836.917480
	Iteration 20F: 3 clusters Score -2115431 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2115932.000000 Penalty: 4836.917480
	Iteration 21Q: 3 clusters Score -2115932 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2116307.500000 Penalty: 4836.917480
	Iteration 22Q: 3 clusters Score -2116308 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2116506.750000 Penalty: 4836.917480
	Iteration 23Q: 3 clusters Score -2116507 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2116594.000000 Penalty: 4836.917480
	Iteration 24Q: 3 clusters Score -2116594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2116617.750000 Penalty: 4836.917480
	Iteration 25Q: 3 clusters Score -2116618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2116627.250000 Penalty: 4836.917480
	Iteration 26Q: 3 clusters Score -2116627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2116633.750000 Penalty: 4836.917480
	Iteration 27Q: 3 clusters Score -2116634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2116633.750000 Penalty: 4836.917480
	Iteration 28Q: 3 clusters Score -2116634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2116632.500000 Penalty: 4836.917480
	Iteration 29Q: 3 clusters Score -2116632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2116635.250000 Penalty: 4836.917480
	Iteration 30Q: 3 clusters Score -2116635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2116634.500000 Penalty: 4836.917480
	Iteration 31Q: 3 clusters Score -2116634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2116633.750000 Penalty: 4836.917480
	Iteration 32Q: 3 clusters Score -2116634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2116633.750000 Penalty: 4836.917480
	Iteration 33F: 3 clusters Score -2116634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 783 members 
Mstep: Class 36 contains 11666 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 12043 members 
Mstep: Class 41 contains 7169 members 
Mstep: Class 42 contains 5639 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 7831 members 
Mstep: Class 45 contains 10693 members 
Mstep: Class 46 contains 28155 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 10044 members 
Mstep: Class 49 contains 3178 members 
Mstep: Class 50 contains 2752 members 
Mstep: Class 51 contains 5319 members 
Mstep: Class 52 contains 653 members 
Mstep: Class 53 contains 8493 members 
Mstep: Class 54 contains 3844 members 
Mstep: Class 55 contains 2396 members 
Mstep: Class 56 contains 5520 members 
Entering Unmasked Estep 
Score: -134400768.000000 Penalty: 193358.968750
Splitting cluster 36 changes total score from -134323856.000000 to -134400768.000000
So it's getting split into cluster 56.
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 129359 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 31824 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 242993 members 
Mstep: Class 17 contains 77102 members 
Mstep: Class 18 contains 34775 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 74944 members 
Mstep: Class 23 contains 15001 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 31501 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 39387 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 30400 members 
Mstep: Class 35 contains 783 members 
Mstep: Class 36 contains 11666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134417712.000000 Penalty: 193358.968750
Iteration 79Q: 57 clusters Score -1.344177e+08 nChanged 26859
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 30840 members 
Mstep: Class 3 contains 130706 members 
Mstep: Class 4 contains 7937 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 10158 members 
Mstep: Class 7 contains 41866 members 
Mstep: Class 8 contains 40711 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 11038 members 
Mstep: Class 16 contains 242149 members 
Mstep: Class 17 contains 75182 members 
Mstep: Class 18 contains 34623 members 
Mstep: Class 19 contains 12577 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 74233 members 
Mstep: Class 23 contains 14783 members 
Mstep: Class 24 contains 7182 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 1552 members 
Mstep: Class 27 contains 2790 members 
Mstep: Class 28 contains 31748 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 12270 members 
Mstep: Class 31 contains 4325 members 
Mstep: Class 32 contains 40505 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 30935 members 
Mstep: Class 35 contains 792 members 
Mstep: Class 36 contains 11937 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 3577 members 
Mstep: Class 39 contains 4261 members 
Mstep: Class 40 contains 11698 members 
Mstep: Class 41 contains 7013 members 
Mstep: Class 42 contains 5265 members 
Mstep: Class 43 contains 2249 members 
Mstep: Class 44 contains 7510 members 
Mstep: Class 45 contains 10332 members 
Mstep: Class 46 contains 27224 members 
Mstep: Class 47 contains 2854 members 
Mstep: Class 48 contains 9758 members 
Mstep: Class 49 contains 3160 members 
Mstep: Class 50 contains 2692 members 
Mstep: Class 51 contains 5219 members 
Mstep: Class 52 contains 719 members 
Mstep: Class 53 contains 8084 members 
Mstep: Class 54 contains 3730 members 
Mstep: Class 55 contains 2395 members 
Mstep: Class 56 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134432384.000000 Penalty: 193358.968750
Iteration 80F: 57 clusters Score -1.344324e+08 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 30385 members 
Mstep: Class 3 contains 130647 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 42631 members 
Mstep: Class 8 contains 40846 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 31267 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 11097 members 
Mstep: Class 16 contains 241282 members 
Mstep: Class 17 contains 73160 members 
Mstep: Class 18 contains 34606 members 
Mstep: Class 19 contains 12325 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 9691 members 
Mstep: Class 22 contains 73481 members 
Mstep: Class 23 contains 14581 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 2783 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 31043 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 12005 members 
Mstep: Class 31 contains 4282 members 
Mstep: Class 32 contains 41563 members 
Mstep: Class 33 contains 7855 members 
Mstep: Class 34 contains 30917 members 
Mstep: Class 35 contains 754 members 
Mstep: Class 36 contains 11912 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 4637 members 
Mstep: Class 40 contains 12244 members 
Mstep: Class 41 contains 7117 members 
Mstep: Class 42 contains 5525 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 7517 members 
Mstep: Class 45 contains 10249 members 
Mstep: Class 46 contains 28794 members 
Mstep: Class 47 contains 2883 members 
Mstep: Class 48 contains 10329 members 
Mstep: Class 49 contains 3240 members 
Mstep: Class 50 contains 2698 members 
Mstep: Class 51 contains 5234 members 
Mstep: Class 52 contains 731 members 
Mstep: Class 53 contains 8196 members 
Mstep: Class 54 contains 3765 members 
Mstep: Class 55 contains 2654 members 
Mstep: Class 56 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134438192.000000 Penalty: 193358.968750
Iteration 81Q: 57 clusters Score -1.344382e+08 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 30064 members 
Mstep: Class 3 contains 130535 members 
Mstep: Class 4 contains 8469 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 43388 members 
Mstep: Class 8 contains 40954 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 5137 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 31049 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 240865 members 
Mstep: Class 17 contains 71197 members 
Mstep: Class 18 contains 34654 members 
Mstep: Class 19 contains 12145 members 
Mstep: Class 20 contains 3669 members 
Mstep: Class 21 contains 9633 members 
Mstep: Class 22 contains 72786 members 
Mstep: Class 23 contains 14448 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 30589 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 11827 members 
Mstep: Class 31 contains 4260 members 
Mstep: Class 32 contains 42493 members 
Mstep: Class 33 contains 7351 members 
Mstep: Class 34 contains 31023 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 11970 members 
Mstep: Class 37 contains 2828 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 4810 members 
Mstep: Class 40 contains 12712 members 
Mstep: Class 41 contains 7164 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 2484 members 
Mstep: Class 44 contains 7506 members 
Mstep: Class 45 contains 10199 members 
Mstep: Class 46 contains 29813 members 
Mstep: Class 47 contains 2918 members 
Mstep: Class 48 contains 10677 members 
Mstep: Class 49 contains 3283 members 
Mstep: Class 50 contains 2689 members 
Mstep: Class 51 contains 5228 members 
Mstep: Class 52 contains 727 members 
Mstep: Class 53 contains 8238 members 
Mstep: Class 54 contains 3792 members 
Mstep: Class 55 contains 2823 members 
Mstep: Class 56 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134441008.000000 Penalty: 193358.968750
Iteration 82Q: 57 clusters Score -1.34441e+08 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 29802 members 
Mstep: Class 3 contains 130412 members 
Mstep: Class 4 contains 8648 members 
Mstep: Class 5 contains 5380 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 44053 members 
Mstep: Class 8 contains 41011 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 7315 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 30890 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 240598 members 
Mstep: Class 17 contains 69347 members 
Mstep: Class 18 contains 34702 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 9574 members 
Mstep: Class 22 contains 72212 members 
Mstep: Class 23 contains 14322 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 30215 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 11690 members 
Mstep: Class 31 contains 4251 members 
Mstep: Class 32 contains 43435 members 
Mstep: Class 33 contains 6905 members 
Mstep: Class 34 contains 31200 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 12032 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 3560 members 
Mstep: Class 39 contains 4937 members 
Mstep: Class 40 contains 13147 members 
Mstep: Class 41 contains 7204 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 2518 members 
Mstep: Class 44 contains 7505 members 
Mstep: Class 45 contains 10159 members 
Mstep: Class 46 contains 30609 members 
Mstep: Class 47 contains 2966 members 
Mstep: Class 48 contains 10894 members 
Mstep: Class 49 contains 3312 members 
Mstep: Class 50 contains 2687 members 
Mstep: Class 51 contains 5207 members 
Mstep: Class 52 contains 726 members 
Mstep: Class 53 contains 8285 members 
Mstep: Class 54 contains 3798 members 
Mstep: Class 55 contains 2930 members 
Mstep: Class 56 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134442928.000000 Penalty: 193358.968750
Iteration 83Q: 57 clusters Score -1.344429e+08 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 29544 members 
Mstep: Class 3 contains 130354 members 
Mstep: Class 4 contains 8825 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 10274 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 41057 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 30753 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 240545 members 
Mstep: Class 17 contains 67461 members 
Mstep: Class 18 contains 34743 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 3745 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 71701 members 
Mstep: Class 23 contains 14221 members 
Mstep: Class 24 contains 7177 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1562 members 
Mstep: Class 27 contains 2974 members 
Mstep: Class 28 contains 29934 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 11579 members 
Mstep: Class 31 contains 4247 members 
Mstep: Class 32 contains 44335 members 
Mstep: Class 33 contains 6463 members 
Mstep: Class 34 contains 31353 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12071 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 5042 members 
Mstep: Class 40 contains 13537 members 
Mstep: Class 41 contains 7229 members 
Mstep: Class 42 contains 6086 members 
Mstep: Class 43 contains 2544 members 
Mstep: Class 44 contains 7505 members 
Mstep: Class 45 contains 10133 members 
Mstep: Class 46 contains 31297 members 
Mstep: Class 47 contains 3003 members 
Mstep: Class 48 contains 11060 members 
Mstep: Class 49 contains 3324 members 
Mstep: Class 50 contains 2682 members 
Mstep: Class 51 contains 5189 members 
Mstep: Class 52 contains 725 members 
Mstep: Class 53 contains 8340 members 
Mstep: Class 54 contains 3794 members 
Mstep: Class 55 contains 3008 members 
Mstep: Class 56 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134445280.000000 Penalty: 193358.968750
Iteration 84Q: 57 clusters Score -1.344453e+08 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 29352 members 
Mstep: Class 3 contains 130316 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 45290 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 3799 members 
Mstep: Class 13 contains 30627 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 11346 members 
Mstep: Class 16 contains 240592 members 
Mstep: Class 17 contains 65615 members 
Mstep: Class 18 contains 34788 members 
Mstep: Class 19 contains 11858 members 
Mstep: Class 20 contains 3773 members 
Mstep: Class 21 contains 9467 members 
Mstep: Class 22 contains 71277 members 
Mstep: Class 23 contains 14099 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1552 members 
Mstep: Class 27 contains 2988 members 
Mstep: Class 28 contains 29664 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 11465 members 
Mstep: Class 31 contains 4240 members 
Mstep: Class 32 contains 45202 members 
Mstep: Class 33 contains 6072 members 
Mstep: Class 34 contains 31510 members 
Mstep: Class 35 contains 659 members 
Mstep: Class 36 contains 12107 members 
Mstep: Class 37 contains 2836 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 5125 members 
Mstep: Class 40 contains 13901 members 
Mstep: Class 41 contains 7255 members 
Mstep: Class 42 contains 6233 members 
Mstep: Class 43 contains 2569 members 
Mstep: Class 44 contains 7493 members 
Mstep: Class 45 contains 10118 members 
Mstep: Class 46 contains 31859 members 
Mstep: Class 47 contains 3030 members 
Mstep: Class 48 contains 11185 members 
Mstep: Class 49 contains 3337 members 
Mstep: Class 50 contains 2678 members 
Mstep: Class 51 contains 5176 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8379 members 
Mstep: Class 54 contains 3783 members 
Mstep: Class 55 contains 3072 members 
Mstep: Class 56 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134446800.000000 Penalty: 193358.968750
Iteration 85Q: 57 clusters Score -1.344468e+08 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 29193 members 
Mstep: Class 3 contains 130336 members 
Mstep: Class 4 contains 9137 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 45857 members 
Mstep: Class 8 contains 41131 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 11397 members 
Mstep: Class 16 contains 240670 members 
Mstep: Class 17 contains 63848 members 
Mstep: Class 18 contains 34820 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 3802 members 
Mstep: Class 21 contains 9408 members 
Mstep: Class 22 contains 70892 members 
Mstep: Class 23 contains 14000 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 2995 members 
Mstep: Class 28 contains 29428 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 11379 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 46075 members 
Mstep: Class 33 contains 5696 members 
Mstep: Class 34 contains 31680 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 12139 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 5169 members 
Mstep: Class 40 contains 14237 members 
Mstep: Class 41 contains 7275 members 
Mstep: Class 42 contains 6359 members 
Mstep: Class 43 contains 2584 members 
Mstep: Class 44 contains 7483 members 
Mstep: Class 45 contains 10110 members 
Mstep: Class 46 contains 32364 members 
Mstep: Class 47 contains 3041 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 3345 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5164 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8403 members 
Mstep: Class 54 contains 3778 members 
Mstep: Class 55 contains 3116 members 
Mstep: Class 56 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134448032.000000 Penalty: 193358.968750
Iteration 86Q: 57 clusters Score -1.34448e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 130324 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 10339 members 
Mstep: Class 7 contains 46354 members 
Mstep: Class 8 contains 41143 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 30410 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 11440 members 
Mstep: Class 16 contains 240784 members 
Mstep: Class 17 contains 62200 members 
Mstep: Class 18 contains 34859 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 9361 members 
Mstep: Class 22 contains 70585 members 
Mstep: Class 23 contains 13887 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1534 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 29271 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 11322 members 
Mstep: Class 31 contains 4231 members 
Mstep: Class 32 contains 46873 members 
Mstep: Class 33 contains 5355 members 
Mstep: Class 34 contains 31859 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 12158 members 
Mstep: Class 37 contains 2861 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 5206 members 
Mstep: Class 40 contains 14540 members 
Mstep: Class 41 contains 7286 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2588 members 
Mstep: Class 44 contains 7472 members 
Mstep: Class 45 contains 10105 members 
Mstep: Class 46 contains 32820 members 
Mstep: Class 47 contains 3053 members 
Mstep: Class 48 contains 11384 members 
Mstep: Class 49 contains 3353 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5160 members 
Mstep: Class 52 contains 723 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 3767 members 
Mstep: Class 55 contains 3155 members 
Mstep: Class 56 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134449344.000000 Penalty: 193358.968750
Iteration 87Q: 57 clusters Score -1.344493e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 28869 members 
Mstep: Class 3 contains 130334 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 46826 members 
Mstep: Class 8 contains 41140 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 3628 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 11480 members 
Mstep: Class 16 contains 240936 members 
Mstep: Class 17 contains 60638 members 
Mstep: Class 18 contains 34868 members 
Mstep: Class 19 contains 11715 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 9317 members 
Mstep: Class 22 contains 70332 members 
Mstep: Class 23 contains 13757 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 3007 members 
Mstep: Class 28 contains 29089 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 11268 members 
Mstep: Class 31 contains 4236 members 
Mstep: Class 32 contains 47657 members 
Mstep: Class 33 contains 5064 members 
Mstep: Class 34 contains 32023 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 5250 members 
Mstep: Class 40 contains 14815 members 
Mstep: Class 41 contains 7300 members 
Mstep: Class 42 contains 6587 members 
Mstep: Class 43 contains 2592 members 
Mstep: Class 44 contains 7458 members 
Mstep: Class 45 contains 10095 members 
Mstep: Class 46 contains 33205 members 
Mstep: Class 47 contains 3071 members 
Mstep: Class 48 contains 11476 members 
Mstep: Class 49 contains 3360 members 
Mstep: Class 50 contains 2673 members 
Mstep: Class 51 contains 5150 members 
Mstep: Class 52 contains 723 members 
Mstep: Class 53 contains 8433 members 
Mstep: Class 54 contains 3760 members 
Mstep: Class 55 contains 3182 members 
Mstep: Class 56 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134450144.000000 Penalty: 193358.968750
Iteration 88Q: 57 clusters Score -1.344501e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 130379 members 
Mstep: Class 4 contains 9451 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 10362 members 
Mstep: Class 7 contains 47294 members 
Mstep: Class 8 contains 41154 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 11514 members 
Mstep: Class 16 contains 241114 members 
Mstep: Class 17 contains 59071 members 
Mstep: Class 18 contains 34887 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 3906 members 
Mstep: Class 21 contains 9292 members 
Mstep: Class 22 contains 70114 members 
Mstep: Class 23 contains 13639 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1504 members 
Mstep: Class 27 contains 3012 members 
Mstep: Class 28 contains 28925 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 11208 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 48401 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32193 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 12205 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 3551 members 
Mstep: Class 39 contains 5279 members 
Mstep: Class 40 contains 15069 members 
Mstep: Class 41 contains 7305 members 
Mstep: Class 42 contains 6659 members 
Mstep: Class 43 contains 2599 members 
Mstep: Class 44 contains 7449 members 
Mstep: Class 45 contains 10088 members 
Mstep: Class 46 contains 33509 members 
Mstep: Class 47 contains 3073 members 
Mstep: Class 48 contains 11541 members 
Mstep: Class 49 contains 3369 members 
Mstep: Class 50 contains 2673 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 723 members 
Mstep: Class 53 contains 8449 members 
Mstep: Class 54 contains 3749 members 
Mstep: Class 55 contains 3211 members 
Mstep: Class 56 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134451392.000000 Penalty: 193358.968750
Iteration 89Q: 57 clusters Score -1.344514e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 130447 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 41155 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 30135 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 11559 members 
Mstep: Class 16 contains 241291 members 
Mstep: Class 17 contains 57556 members 
Mstep: Class 18 contains 34895 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 9280 members 
Mstep: Class 22 contains 69928 members 
Mstep: Class 23 contains 13531 members 
Mstep: Class 24 contains 7176 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 3017 members 
Mstep: Class 28 contains 28781 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 11148 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 49094 members 
Mstep: Class 33 contains 4602 members 
Mstep: Class 34 contains 32334 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 12228 members 
Mstep: Class 37 contains 2927 members 
Mstep: Class 38 contains 3544 members 
Mstep: Class 39 contains 5315 members 
Mstep: Class 40 contains 15319 members 
Mstep: Class 41 contains 7309 members 
Mstep: Class 42 contains 6726 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 7443 members 
Mstep: Class 45 contains 10086 members 
Mstep: Class 46 contains 33773 members 
Mstep: Class 47 contains 3071 members 
Mstep: Class 48 contains 11572 members 
Mstep: Class 49 contains 3371 members 
Mstep: Class 50 contains 2674 members 
Mstep: Class 51 contains 5131 members 
Mstep: Class 52 contains 723 members 
Mstep: Class 53 contains 8466 members 
Mstep: Class 54 contains 3747 members 
Mstep: Class 55 contains 3256 members 
Mstep: Class 56 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134452320.000000 Penalty: 193358.968750
Iteration 90Q: 57 clusters Score -1.344523e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 28448 members 
Mstep: Class 3 contains 130497 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 10389 members 
Mstep: Class 7 contains 48154 members 
Mstep: Class 8 contains 41155 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 241469 members 
Mstep: Class 17 contains 56067 members 
Mstep: Class 18 contains 34912 members 
Mstep: Class 19 contains 11628 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 69740 members 
Mstep: Class 23 contains 13426 members 
Mstep: Class 24 contains 7176 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 28605 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 11074 members 
Mstep: Class 31 contains 4233 members 
Mstep: Class 32 contains 49809 members 
Mstep: Class 33 contains 4406 members 
Mstep: Class 34 contains 32488 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 12253 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 3543 members 
Mstep: Class 39 contains 5347 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 7316 members 
Mstep: Class 42 contains 6802 members 
Mstep: Class 43 contains 2604 members 
Mstep: Class 44 contains 7439 members 
Mstep: Class 45 contains 10082 members 
Mstep: Class 46 contains 34019 members 
Mstep: Class 47 contains 3065 members 
Mstep: Class 48 contains 11575 members 
Mstep: Class 49 contains 3371 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5120 members 
Mstep: Class 52 contains 723 members 
Mstep: Class 53 contains 8473 members 
Mstep: Class 54 contains 3746 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134453664.000000 Penalty: 193358.968750
Iteration 91Q: 57 clusters Score -1.344537e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 28320 members 
Mstep: Class 3 contains 130595 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 10409 members 
Mstep: Class 7 contains 48548 members 
Mstep: Class 8 contains 41142 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 241658 members 
Mstep: Class 17 contains 54646 members 
Mstep: Class 18 contains 34901 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 9304 members 
Mstep: Class 22 contains 69577 members 
Mstep: Class 23 contains 13328 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 11010 members 
Mstep: Class 31 contains 4234 members 
Mstep: Class 32 contains 50511 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 32638 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 12269 members 
Mstep: Class 37 contains 2972 members 
Mstep: Class 38 contains 3540 members 
Mstep: Class 39 contains 5368 members 
Mstep: Class 40 contains 15781 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 6843 members 
Mstep: Class 43 contains 2616 members 
Mstep: Class 44 contains 7441 members 
Mstep: Class 45 contains 10086 members 
Mstep: Class 46 contains 34221 members 
Mstep: Class 47 contains 3061 members 
Mstep: Class 48 contains 11583 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5113 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8477 members 
Mstep: Class 54 contains 3744 members 
Mstep: Class 55 contains 3288 members 
Mstep: Class 56 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134454592.000000 Penalty: 193358.968750
Iteration 92Q: 57 clusters Score -1.344546e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 130667 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 5301 members 
Mstep: Class 6 contains 10426 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 41118 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 29914 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 11648 members 
Mstep: Class 16 contains 241823 members 
Mstep: Class 17 contains 53286 members 
Mstep: Class 18 contains 34904 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 4055 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 22 contains 69444 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10961 members 
Mstep: Class 31 contains 4227 members 
Mstep: Class 32 contains 51244 members 
Mstep: Class 33 contains 4143 members 
Mstep: Class 34 contains 32776 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 12287 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 3536 members 
Mstep: Class 39 contains 5388 members 
Mstep: Class 40 contains 15978 members 
Mstep: Class 41 contains 7328 members 
Mstep: Class 42 contains 6876 members 
Mstep: Class 43 contains 2624 members 
Mstep: Class 44 contains 7437 members 
Mstep: Class 45 contains 10095 members 
Mstep: Class 46 contains 34385 members 
Mstep: Class 47 contains 3046 members 
Mstep: Class 48 contains 11568 members 
Mstep: Class 49 contains 3375 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5106 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8492 members 
Mstep: Class 54 contains 3736 members 
Mstep: Class 55 contains 3315 members 
Mstep: Class 56 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134455824.000000 Penalty: 193358.968750
Iteration 93Q: 57 clusters Score -1.344558e+08 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 28037 members 
Mstep: Class 3 contains 130766 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 10427 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 41115 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 29851 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 11666 members 
Mstep: Class 16 contains 241978 members 
Mstep: Class 17 contains 51975 members 
Mstep: Class 18 contains 34909 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 69327 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 7183 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1444 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 28137 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10915 members 
Mstep: Class 31 contains 4223 members 
Mstep: Class 32 contains 51990 members 
Mstep: Class 33 contains 4031 members 
Mstep: Class 34 contains 32888 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 12304 members 
Mstep: Class 37 contains 3020 members 
Mstep: Class 38 contains 3528 members 
Mstep: Class 39 contains 5403 members 
Mstep: Class 40 contains 16160 members 
Mstep: Class 41 contains 7341 members 
Mstep: Class 42 contains 6910 members 
Mstep: Class 43 contains 2633 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 10114 members 
Mstep: Class 46 contains 34538 members 
Mstep: Class 47 contains 3033 members 
Mstep: Class 48 contains 11577 members 
Mstep: Class 49 contains 3375 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5099 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8507 members 
Mstep: Class 54 contains 3736 members 
Mstep: Class 55 contains 3341 members 
Mstep: Class 56 contains 5586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456432.000000 Penalty: 193358.968750
Iteration 94Q: 57 clusters Score -1.344564e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 27915 members 
Mstep: Class 3 contains 130845 members 
Mstep: Class 4 contains 9810 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 49554 members 
Mstep: Class 8 contains 41078 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 29781 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 242089 members 
Mstep: Class 17 contains 50783 members 
Mstep: Class 18 contains 34897 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 9312 members 
Mstep: Class 22 contains 69217 members 
Mstep: Class 23 contains 13090 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 28016 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10861 members 
Mstep: Class 31 contains 4219 members 
Mstep: Class 32 contains 52673 members 
Mstep: Class 33 contains 3934 members 
Mstep: Class 34 contains 33001 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 12321 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 3522 members 
Mstep: Class 39 contains 5409 members 
Mstep: Class 40 contains 16346 members 
Mstep: Class 41 contains 7345 members 
Mstep: Class 42 contains 6945 members 
Mstep: Class 43 contains 2640 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 10134 members 
Mstep: Class 46 contains 34675 members 
Mstep: Class 47 contains 3022 members 
Mstep: Class 48 contains 11594 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5097 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8521 members 
Mstep: Class 54 contains 3734 members 
Mstep: Class 55 contains 3351 members 
Mstep: Class 56 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456640.000000 Penalty: 193358.968750
Iteration 95Q: 57 clusters Score -1.344566e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 27804 members 
Mstep: Class 3 contains 130951 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 10456 members 
Mstep: Class 7 contains 49892 members 
Mstep: Class 8 contains 41050 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 29722 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 242169 members 
Mstep: Class 17 contains 49610 members 
Mstep: Class 18 contains 34884 members 
Mstep: Class 19 contains 11586 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 9308 members 
Mstep: Class 22 contains 69111 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1430 members 
Mstep: Class 27 contains 3021 members 
Mstep: Class 28 contains 27932 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 4216 members 
Mstep: Class 32 contains 53338 members 
Mstep: Class 33 contains 3851 members 
Mstep: Class 34 contains 33101 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 12332 members 
Mstep: Class 37 contains 3047 members 
Mstep: Class 38 contains 3522 members 
Mstep: Class 39 contains 5418 members 
Mstep: Class 40 contains 16525 members 
Mstep: Class 41 contains 7345 members 
Mstep: Class 42 contains 6974 members 
Mstep: Class 43 contains 2645 members 
Mstep: Class 44 contains 7437 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 34770 members 
Mstep: Class 47 contains 3015 members 
Mstep: Class 48 contains 11617 members 
Mstep: Class 49 contains 3370 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5097 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8546 members 
Mstep: Class 54 contains 3729 members 
Mstep: Class 55 contains 3365 members 
Mstep: Class 56 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456928.000000 Penalty: 193358.968750
Iteration 96Q: 57 clusters Score -1.344569e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 27693 members 
Mstep: Class 3 contains 131072 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10471 members 
Mstep: Class 7 contains 50186 members 
Mstep: Class 8 contains 41013 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 7213 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 29653 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 242270 members 
Mstep: Class 17 contains 48448 members 
Mstep: Class 18 contains 34887 members 
Mstep: Class 19 contains 11576 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 21 contains 9316 members 
Mstep: Class 22 contains 69020 members 
Mstep: Class 23 contains 12966 members 
Mstep: Class 24 contains 7186 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 3022 members 
Mstep: Class 28 contains 27839 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10737 members 
Mstep: Class 31 contains 4212 members 
Mstep: Class 32 contains 54019 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 33183 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 12346 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 3521 members 
Mstep: Class 39 contains 5426 members 
Mstep: Class 40 contains 16688 members 
Mstep: Class 41 contains 7349 members 
Mstep: Class 42 contains 6999 members 
Mstep: Class 43 contains 2650 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 34841 members 
Mstep: Class 47 contains 3009 members 
Mstep: Class 48 contains 11649 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5096 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8568 members 
Mstep: Class 54 contains 3727 members 
Mstep: Class 55 contains 3380 members 
Mstep: Class 56 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457184.000000 Penalty: 193358.968750
Iteration 97Q: 57 clusters Score -1.344572e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 27580 members 
Mstep: Class 3 contains 131194 members 
Mstep: Class 4 contains 9958 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 10487 members 
Mstep: Class 7 contains 50423 members 
Mstep: Class 8 contains 40976 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 29590 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 242353 members 
Mstep: Class 17 contains 47332 members 
Mstep: Class 18 contains 34894 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 9318 members 
Mstep: Class 22 contains 68943 members 
Mstep: Class 23 contains 12907 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 27765 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10673 members 
Mstep: Class 31 contains 4213 members 
Mstep: Class 32 contains 54716 members 
Mstep: Class 33 contains 3699 members 
Mstep: Class 34 contains 33253 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 12358 members 
Mstep: Class 37 contains 3064 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 5433 members 
Mstep: Class 40 contains 16861 members 
Mstep: Class 41 contains 7349 members 
Mstep: Class 42 contains 7026 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 7432 members 
Mstep: Class 45 contains 10140 members 
Mstep: Class 46 contains 34905 members 
Mstep: Class 47 contains 3008 members 
Mstep: Class 48 contains 11679 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5099 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8581 members 
Mstep: Class 54 contains 3727 members 
Mstep: Class 55 contains 3398 members 
Mstep: Class 56 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457248.000000 Penalty: 193358.968750
Iteration 98Q: 57 clusters Score -1.344572e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 27509 members 
Mstep: Class 3 contains 131316 members 
Mstep: Class 4 contains 9991 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 50635 members 
Mstep: Class 8 contains 40937 members 
Mstep: Class 9 contains 1703 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 11867 members 
Mstep: Class 16 contains 242423 members 
Mstep: Class 17 contains 46252 members 
Mstep: Class 18 contains 34902 members 
Mstep: Class 19 contains 11552 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 9326 members 
Mstep: Class 22 contains 68864 members 
Mstep: Class 23 contains 12844 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 27704 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10616 members 
Mstep: Class 31 contains 4212 members 
Mstep: Class 32 contains 55437 members 
Mstep: Class 33 contains 3621 members 
Mstep: Class 34 contains 33333 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 12369 members 
Mstep: Class 37 contains 3078 members 
Mstep: Class 38 contains 3513 members 
Mstep: Class 39 contains 5439 members 
Mstep: Class 40 contains 17017 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 7043 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 7426 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 34952 members 
Mstep: Class 47 contains 3004 members 
Mstep: Class 48 contains 11709 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5099 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8589 members 
Mstep: Class 54 contains 3724 members 
Mstep: Class 55 contains 3411 members 
Mstep: Class 56 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457488.000000 Penalty: 193358.968750
Iteration 99Q: 57 clusters Score -1.344575e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 27431 members 
Mstep: Class 3 contains 131395 members 
Mstep: Class 4 contains 10039 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 50843 members 
Mstep: Class 8 contains 40915 members 
Mstep: Class 9 contains 1707 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 242498 members 
Mstep: Class 17 contains 45237 members 
Mstep: Class 18 contains 34903 members 
Mstep: Class 19 contains 11546 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 9329 members 
Mstep: Class 22 contains 68791 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 7191 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 27658 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10542 members 
Mstep: Class 31 contains 4211 members 
Mstep: Class 32 contains 56136 members 
Mstep: Class 33 contains 3562 members 
Mstep: Class 34 contains 33391 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 12380 members 
Mstep: Class 37 contains 3084 members 
Mstep: Class 38 contains 3510 members 
Mstep: Class 39 contains 5441 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 7348 members 
Mstep: Class 42 contains 7066 members 
Mstep: Class 43 contains 2653 members 
Mstep: Class 44 contains 7425 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 34987 members 
Mstep: Class 47 contains 3004 members 
Mstep: Class 48 contains 11738 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5096 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8597 members 
Mstep: Class 54 contains 3720 members 
Mstep: Class 55 contains 3417 members 
Mstep: Class 56 contains 5592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458048.000000 Penalty: 193358.968750
Iteration 100F: 57 clusters Score -1.34458e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 27350 members 
Mstep: Class 3 contains 131478 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 10491 members 
Mstep: Class 7 contains 51023 members 
Mstep: Class 8 contains 40886 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 29442 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 242573 members 
Mstep: Class 17 contains 44218 members 
Mstep: Class 18 contains 34906 members 
Mstep: Class 19 contains 11534 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 21 contains 9329 members 
Mstep: Class 22 contains 68741 members 
Mstep: Class 23 contains 12716 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1412 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 27611 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10445 members 
Mstep: Class 31 contains 4212 members 
Mstep: Class 32 contains 56832 members 
Mstep: Class 33 contains 3507 members 
Mstep: Class 34 contains 33451 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 12384 members 
Mstep: Class 37 contains 3092 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 5447 members 
Mstep: Class 40 contains 17384 members 
Mstep: Class 41 contains 7349 members 
Mstep: Class 42 contains 7089 members 
Mstep: Class 43 contains 2655 members 
Mstep: Class 44 contains 7422 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 35022 members 
Mstep: Class 47 contains 3015 members 
Mstep: Class 48 contains 11760 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5095 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8599 members 
Mstep: Class 54 contains 3718 members 
Mstep: Class 55 contains 3424 members 
Mstep: Class 56 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458688.000000 Penalty: 193358.968750
Iteration 101Q: 57 clusters Score -1.344587e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 27283 members 
Mstep: Class 3 contains 131547 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 10501 members 
Mstep: Class 7 contains 51187 members 
Mstep: Class 8 contains 40869 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 29409 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 242645 members 
Mstep: Class 17 contains 43245 members 
Mstep: Class 18 contains 34904 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9323 members 
Mstep: Class 22 contains 68673 members 
Mstep: Class 23 contains 12643 members 
Mstep: Class 24 contains 7184 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1403 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10354 members 
Mstep: Class 31 contains 4209 members 
Mstep: Class 32 contains 57500 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 33538 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 12389 members 
Mstep: Class 37 contains 3105 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5456 members 
Mstep: Class 40 contains 17583 members 
Mstep: Class 41 contains 7351 members 
Mstep: Class 42 contains 7119 members 
Mstep: Class 43 contains 2661 members 
Mstep: Class 44 contains 7417 members 
Mstep: Class 45 contains 10139 members 
Mstep: Class 46 contains 35052 members 
Mstep: Class 47 contains 3020 members 
Mstep: Class 48 contains 11786 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5088 members 
Mstep: Class 52 contains 724 members 
Mstep: Class 53 contains 8605 members 
Mstep: Class 54 contains 3716 members 
Mstep: Class 55 contains 3422 members 
Mstep: Class 56 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459024.000000 Penalty: 193358.968750
Iteration 102Q: 57 clusters Score -1.34459e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 131611 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 5242 members 
Mstep: Class 6 contains 10503 members 
Mstep: Class 7 contains 51346 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 1791 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 29367 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 12008 members 
Mstep: Class 16 contains 242675 members 
Mstep: Class 17 contains 42333 members 
Mstep: Class 18 contains 34892 members 
Mstep: Class 19 contains 11531 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 9317 members 
Mstep: Class 22 contains 68635 members 
Mstep: Class 23 contains 12612 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 27515 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10266 members 
Mstep: Class 31 contains 4207 members 
Mstep: Class 32 contains 58139 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 33607 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 12393 members 
Mstep: Class 37 contains 3112 members 
Mstep: Class 38 contains 3502 members 
Mstep: Class 39 contains 5464 members 
Mstep: Class 40 contains 17784 members 
Mstep: Class 41 contains 7352 members 
Mstep: Class 42 contains 7138 members 
Mstep: Class 43 contains 2667 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 10141 members 
Mstep: Class 46 contains 35092 members 
Mstep: Class 47 contains 3019 members 
Mstep: Class 48 contains 11807 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8603 members 
Mstep: Class 54 contains 3714 members 
Mstep: Class 55 contains 3426 members 
Mstep: Class 56 contains 5598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459536.000000 Penalty: 193358.968750
Iteration 103Q: 57 clusters Score -1.344595e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 27154 members 
Mstep: Class 3 contains 131673 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 10508 members 
Mstep: Class 7 contains 51506 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 29312 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 242686 members 
Mstep: Class 17 contains 41484 members 
Mstep: Class 18 contains 34884 members 
Mstep: Class 19 contains 11525 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 9308 members 
Mstep: Class 22 contains 68606 members 
Mstep: Class 23 contains 12578 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 3029 members 
Mstep: Class 28 contains 27464 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10184 members 
Mstep: Class 31 contains 4205 members 
Mstep: Class 32 contains 58789 members 
Mstep: Class 33 contains 3351 members 
Mstep: Class 34 contains 33667 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 12394 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5470 members 
Mstep: Class 40 contains 17952 members 
Mstep: Class 41 contains 7352 members 
Mstep: Class 42 contains 7153 members 
Mstep: Class 43 contains 2669 members 
Mstep: Class 44 contains 7405 members 
Mstep: Class 45 contains 10140 members 
Mstep: Class 46 contains 35134 members 
Mstep: Class 47 contains 3021 members 
Mstep: Class 48 contains 11829 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8612 members 
Mstep: Class 54 contains 3717 members 
Mstep: Class 55 contains 3430 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459440.000000 Penalty: 193358.968750
Iteration 104Q: 57 clusters Score -1.344594e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 27091 members 
Mstep: Class 3 contains 131729 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 10519 members 
Mstep: Class 7 contains 51638 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 29264 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 242700 members 
Mstep: Class 17 contains 40662 members 
Mstep: Class 18 contains 34870 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 9299 members 
Mstep: Class 22 contains 68579 members 
Mstep: Class 23 contains 12559 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 3030 members 
Mstep: Class 28 contains 27422 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10103 members 
Mstep: Class 31 contains 4204 members 
Mstep: Class 32 contains 59424 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 33726 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 3118 members 
Mstep: Class 38 contains 3502 members 
Mstep: Class 39 contains 5473 members 
Mstep: Class 40 contains 18131 members 
Mstep: Class 41 contains 7351 members 
Mstep: Class 42 contains 7167 members 
Mstep: Class 43 contains 2675 members 
Mstep: Class 44 contains 7404 members 
Mstep: Class 45 contains 10140 members 
Mstep: Class 46 contains 35158 members 
Mstep: Class 47 contains 3020 members 
Mstep: Class 48 contains 11844 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5088 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8611 members 
Mstep: Class 54 contains 3714 members 
Mstep: Class 55 contains 3439 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459424.000000 Penalty: 193358.968750
Iteration 105Q: 57 clusters Score -1.344594e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 27042 members 
Mstep: Class 3 contains 131776 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 10519 members 
Mstep: Class 7 contains 51767 members 
Mstep: Class 8 contains 40793 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 29232 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 12091 members 
Mstep: Class 16 contains 242691 members 
Mstep: Class 17 contains 39917 members 
Mstep: Class 18 contains 34860 members 
Mstep: Class 19 contains 11516 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 9294 members 
Mstep: Class 22 contains 68557 members 
Mstep: Class 23 contains 12531 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27391 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 4203 members 
Mstep: Class 32 contains 59989 members 
Mstep: Class 33 contains 3280 members 
Mstep: Class 34 contains 33791 members 
Mstep: Class 35 contains 641 members 
Mstep: Class 36 contains 12396 members 
Mstep: Class 37 contains 3118 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 18276 members 
Mstep: Class 41 contains 7352 members 
Mstep: Class 42 contains 7175 members 
Mstep: Class 43 contains 2676 members 
Mstep: Class 44 contains 7406 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 35186 members 
Mstep: Class 47 contains 3020 members 
Mstep: Class 48 contains 11859 members 
Mstep: Class 49 contains 3374 members 
Mstep: Class 50 contains 2678 members 
Mstep: Class 51 contains 5087 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8614 members 
Mstep: Class 54 contains 3710 members 
Mstep: Class 55 contains 3443 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459520.000000 Penalty: 193358.968750
Iteration 106Q: 57 clusters Score -1.344595e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 26980 members 
Mstep: Class 3 contains 131836 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 10519 members 
Mstep: Class 7 contains 51898 members 
Mstep: Class 8 contains 40791 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 12132 members 
Mstep: Class 16 contains 242673 members 
Mstep: Class 17 contains 39217 members 
Mstep: Class 18 contains 34867 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 9292 members 
Mstep: Class 22 contains 68527 members 
Mstep: Class 23 contains 12495 members 
Mstep: Class 24 contains 7176 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27352 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 4201 members 
Mstep: Class 32 contains 60485 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 33837 members 
Mstep: Class 35 contains 639 members 
Mstep: Class 36 contains 12397 members 
Mstep: Class 37 contains 3126 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 18418 members 
Mstep: Class 41 contains 7353 members 
Mstep: Class 42 contains 7186 members 
Mstep: Class 43 contains 2681 members 
Mstep: Class 44 contains 7408 members 
Mstep: Class 45 contains 10144 members 
Mstep: Class 46 contains 35212 members 
Mstep: Class 47 contains 3017 members 
Mstep: Class 48 contains 11880 members 
Mstep: Class 49 contains 3375 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8616 members 
Mstep: Class 54 contains 3709 members 
Mstep: Class 55 contains 3456 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459712.000000 Penalty: 193358.968750
Iteration 107Q: 57 clusters Score -1.344597e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 26920 members 
Mstep: Class 3 contains 131892 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 52004 members 
Mstep: Class 8 contains 40779 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 242695 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 34868 members 
Mstep: Class 19 contains 11511 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 68488 members 
Mstep: Class 23 contains 12461 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27315 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9903 members 
Mstep: Class 31 contains 4200 members 
Mstep: Class 32 contains 60958 members 
Mstep: Class 33 contains 3204 members 
Mstep: Class 34 contains 33886 members 
Mstep: Class 35 contains 641 members 
Mstep: Class 36 contains 12399 members 
Mstep: Class 37 contains 3133 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5481 members 
Mstep: Class 40 contains 18563 members 
Mstep: Class 41 contains 7356 members 
Mstep: Class 42 contains 7193 members 
Mstep: Class 43 contains 2684 members 
Mstep: Class 44 contains 7410 members 
Mstep: Class 45 contains 10144 members 
Mstep: Class 46 contains 35245 members 
Mstep: Class 47 contains 3009 members 
Mstep: Class 48 contains 11897 members 
Mstep: Class 49 contains 3375 members 
Mstep: Class 50 contains 2678 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8616 members 
Mstep: Class 54 contains 3706 members 
Mstep: Class 55 contains 3459 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459600.000000 Penalty: 193358.968750
Iteration 108Q: 57 clusters Score -1.344596e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 3 contains 131927 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 10527 members 
Mstep: Class 7 contains 52117 members 
Mstep: Class 8 contains 40774 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 29159 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12186 members 
Mstep: Class 16 contains 242713 members 
Mstep: Class 17 contains 37911 members 
Mstep: Class 18 contains 34864 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 9279 members 
Mstep: Class 22 contains 68455 members 
Mstep: Class 23 contains 12428 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27264 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9843 members 
Mstep: Class 31 contains 4200 members 
Mstep: Class 32 contains 61453 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 33943 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 12400 members 
Mstep: Class 37 contains 3139 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 18663 members 
Mstep: Class 41 contains 7359 members 
Mstep: Class 42 contains 7202 members 
Mstep: Class 43 contains 2689 members 
Mstep: Class 44 contains 7415 members 
Mstep: Class 45 contains 10143 members 
Mstep: Class 46 contains 35283 members 
Mstep: Class 47 contains 3001 members 
Mstep: Class 48 contains 11911 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 722 members 
Mstep: Class 53 contains 8614 members 
Mstep: Class 54 contains 3702 members 
Mstep: Class 55 contains 3459 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459696.000000 Penalty: 193358.968750
Iteration 109Q: 57 clusters Score -1.344597e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 26823 members 
Mstep: Class 3 contains 131951 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 5242 members 
Mstep: Class 6 contains 10533 members 
Mstep: Class 7 contains 52202 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 29124 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 242729 members 
Mstep: Class 17 contains 37296 members 
Mstep: Class 18 contains 34865 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 9271 members 
Mstep: Class 22 contains 68435 members 
Mstep: Class 23 contains 12382 members 
Mstep: Class 24 contains 7167 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27214 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9793 members 
Mstep: Class 31 contains 4201 members 
Mstep: Class 32 contains 61970 members 
Mstep: Class 33 contains 3157 members 
Mstep: Class 34 contains 34002 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 12401 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 3502 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 18761 members 
Mstep: Class 41 contains 7364 members 
Mstep: Class 42 contains 7209 members 
Mstep: Class 43 contains 2689 members 
Mstep: Class 44 contains 7416 members 
Mstep: Class 45 contains 10143 members 
Mstep: Class 46 contains 35319 members 
Mstep: Class 47 contains 2999 members 
Mstep: Class 48 contains 11922 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 3700 members 
Mstep: Class 55 contains 3463 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459872.000000 Penalty: 193358.968750
Iteration 110Q: 57 clusters Score -1.344599e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 26785 members 
Mstep: Class 3 contains 131964 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 52272 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 29088 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 242749 members 
Mstep: Class 17 contains 36715 members 
Mstep: Class 18 contains 34858 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9269 members 
Mstep: Class 22 contains 68418 members 
Mstep: Class 23 contains 12329 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27168 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9737 members 
Mstep: Class 31 contains 4200 members 
Mstep: Class 32 contains 62485 members 
Mstep: Class 33 contains 3135 members 
Mstep: Class 34 contains 34063 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 12402 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5490 members 
Mstep: Class 40 contains 18859 members 
Mstep: Class 41 contains 7367 members 
Mstep: Class 42 contains 7216 members 
Mstep: Class 43 contains 2689 members 
Mstep: Class 44 contains 7416 members 
Mstep: Class 45 contains 10141 members 
Mstep: Class 46 contains 35343 members 
Mstep: Class 47 contains 2999 members 
Mstep: Class 48 contains 11929 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8612 members 
Mstep: Class 54 contains 3700 members 
Mstep: Class 55 contains 3468 members 
Mstep: Class 56 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459904.000000 Penalty: 193358.968750
Iteration 111Q: 57 clusters Score -1.344599e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 26756 members 
Mstep: Class 3 contains 131981 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 29066 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 12245 members 
Mstep: Class 16 contains 242748 members 
Mstep: Class 17 contains 36211 members 
Mstep: Class 18 contains 34860 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 9258 members 
Mstep: Class 22 contains 68409 members 
Mstep: Class 23 contains 12293 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27139 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9696 members 
Mstep: Class 31 contains 4200 members 
Mstep: Class 32 contains 62943 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 34095 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 12403 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 18945 members 
Mstep: Class 41 contains 7369 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2688 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10139 members 
Mstep: Class 46 contains 35359 members 
Mstep: Class 47 contains 3000 members 
Mstep: Class 48 contains 11936 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 3699 members 
Mstep: Class 55 contains 3477 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460160.000000 Penalty: 193358.968750
Iteration 112Q: 57 clusters Score -1.344602e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 26717 members 
Mstep: Class 3 contains 132010 members 
Mstep: Class 4 contains 10150 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 52387 members 
Mstep: Class 8 contains 40718 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 29049 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12252 members 
Mstep: Class 16 contains 242760 members 
Mstep: Class 17 contains 35677 members 
Mstep: Class 18 contains 34866 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 9252 members 
Mstep: Class 22 contains 68393 members 
Mstep: Class 23 contains 12269 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3031 members 
Mstep: Class 28 contains 27132 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 9655 members 
Mstep: Class 31 contains 4199 members 
Mstep: Class 32 contains 63388 members 
Mstep: Class 33 contains 3081 members 
Mstep: Class 34 contains 34123 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 12403 members 
Mstep: Class 37 contains 3139 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19030 members 
Mstep: Class 41 contains 7369 members 
Mstep: Class 42 contains 7233 members 
Mstep: Class 43 contains 2689 members 
Mstep: Class 44 contains 7420 members 
Mstep: Class 45 contains 10137 members 
Mstep: Class 46 contains 35370 members 
Mstep: Class 47 contains 3000 members 
Mstep: Class 48 contains 11941 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8615 members 
Mstep: Class 54 contains 3699 members 
Mstep: Class 55 contains 3475 members 
Mstep: Class 56 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460048.000000 Penalty: 193358.968750
Iteration 113Q: 57 clusters Score -1.3446e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 26683 members 
Mstep: Class 3 contains 132072 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 52432 members 
Mstep: Class 8 contains 40709 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 29027 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12255 members 
Mstep: Class 16 contains 242767 members 
Mstep: Class 17 contains 35164 members 
Mstep: Class 18 contains 34861 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9243 members 
Mstep: Class 22 contains 68387 members 
Mstep: Class 23 contains 12254 members 
Mstep: Class 24 contains 7168 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3032 members 
Mstep: Class 28 contains 27126 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 4200 members 
Mstep: Class 32 contains 63813 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 34150 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 12403 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 19085 members 
Mstep: Class 41 contains 7370 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 2691 members 
Mstep: Class 44 contains 7422 members 
Mstep: Class 45 contains 10136 members 
Mstep: Class 46 contains 35381 members 
Mstep: Class 47 contains 3000 members 
Mstep: Class 48 contains 11950 members 
Mstep: Class 49 contains 3372 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5085 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8621 members 
Mstep: Class 54 contains 3698 members 
Mstep: Class 55 contains 3471 members 
Mstep: Class 56 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460544.000000 Penalty: 193358.968750
Iteration 114Q: 57 clusters Score -1.344605e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 26655 members 
Mstep: Class 3 contains 132104 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 10588 members 
Mstep: Class 7 contains 52481 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 29007 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12264 members 
Mstep: Class 16 contains 242770 members 
Mstep: Class 17 contains 34694 members 
Mstep: Class 18 contains 34862 members 
Mstep: Class 19 contains 11510 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 68363 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 7167 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 27114 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 9591 members 
Mstep: Class 31 contains 4199 members 
Mstep: Class 32 contains 64215 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 34172 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 12405 members 
Mstep: Class 37 contains 3152 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 19133 members 
Mstep: Class 41 contains 7371 members 
Mstep: Class 42 contains 7233 members 
Mstep: Class 43 contains 2693 members 
Mstep: Class 44 contains 7423 members 
Mstep: Class 45 contains 10136 members 
Mstep: Class 46 contains 35391 members 
Mstep: Class 47 contains 2992 members 
Mstep: Class 48 contains 11954 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5083 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8627 members 
Mstep: Class 54 contains 3698 members 
Mstep: Class 55 contains 3467 members 
Mstep: Class 56 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460576.000000 Penalty: 193358.968750
Iteration 115Q: 57 clusters Score -1.344606e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 26633 members 
Mstep: Class 3 contains 132144 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 52533 members 
Mstep: Class 8 contains 40715 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 28988 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12270 members 
Mstep: Class 16 contains 242779 members 
Mstep: Class 17 contains 34235 members 
Mstep: Class 18 contains 34866 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 68333 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 27084 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9562 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 64595 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 34210 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 12408 members 
Mstep: Class 37 contains 3167 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19182 members 
Mstep: Class 41 contains 7371 members 
Mstep: Class 42 contains 7237 members 
Mstep: Class 43 contains 2695 members 
Mstep: Class 44 contains 7423 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35395 members 
Mstep: Class 47 contains 2993 members 
Mstep: Class 48 contains 11959 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2677 members 
Mstep: Class 51 contains 5083 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8632 members 
Mstep: Class 54 contains 3698 members 
Mstep: Class 55 contains 3466 members 
Mstep: Class 56 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460864.000000 Penalty: 193358.968750
Iteration 116Q: 57 clusters Score -1.344609e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 26606 members 
Mstep: Class 3 contains 132181 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 10603 members 
Mstep: Class 7 contains 52581 members 
Mstep: Class 8 contains 40712 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 28967 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 12279 members 
Mstep: Class 16 contains 242776 members 
Mstep: Class 17 contains 33804 members 
Mstep: Class 18 contains 34866 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 68310 members 
Mstep: Class 23 contains 12209 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 4197 members 
Mstep: Class 32 contains 64952 members 
Mstep: Class 33 contains 3021 members 
Mstep: Class 34 contains 34258 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 12412 members 
Mstep: Class 37 contains 3174 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 19224 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7239 members 
Mstep: Class 43 contains 2698 members 
Mstep: Class 44 contains 7418 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35402 members 
Mstep: Class 47 contains 2991 members 
Mstep: Class 48 contains 11970 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 5084 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8630 members 
Mstep: Class 54 contains 3697 members 
Mstep: Class 55 contains 3462 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461216.000000 Penalty: 193358.968750
Iteration 117Q: 57 clusters Score -1.344612e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 26580 members 
Mstep: Class 3 contains 132216 members 
Mstep: Class 4 contains 10183 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 52630 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12284 members 
Mstep: Class 16 contains 242756 members 
Mstep: Class 17 contains 33409 members 
Mstep: Class 18 contains 34865 members 
Mstep: Class 19 contains 11510 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9234 members 
Mstep: Class 22 contains 68291 members 
Mstep: Class 23 contains 12200 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27032 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9516 members 
Mstep: Class 31 contains 4197 members 
Mstep: Class 32 contains 65290 members 
Mstep: Class 33 contains 3007 members 
Mstep: Class 34 contains 34294 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 12412 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 19260 members 
Mstep: Class 41 contains 7373 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 2702 members 
Mstep: Class 44 contains 7417 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35415 members 
Mstep: Class 47 contains 2987 members 
Mstep: Class 48 contains 11978 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5084 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8628 members 
Mstep: Class 54 contains 3696 members 
Mstep: Class 55 contains 3458 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461392.000000 Penalty: 193358.968750
Iteration 118Q: 57 clusters Score -1.344614e+08 nChanged 930
Entering ConstructFrom: 
Score: -134461392.000000 Penalty: 193358.968750
Entering ConstructFrom: 
Trying to split cluster 1 (31707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Entering Unmasked Estep 
Score: -3928812.250000 Penalty: 2570.344727
	Iteration 0F: 2 clusters Score -3928812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3907037.000000 Penalty: 5140.689453
	Iteration 0F: 3 clusters Score -3907037 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3914841.750000 Penalty: 5140.689453
	Iteration 1F: 3 clusters Score -3914842 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3915373.500000 Penalty: 5140.689453
	Iteration 2Q: 3 clusters Score -3915374 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3915842.250000 Penalty: 5140.689453
	Iteration 3Q: 3 clusters Score -3915842 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3916298.750000 Penalty: 5140.689453
	Iteration 4Q: 3 clusters Score -3916299 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3916797.250000 Penalty: 5140.689453
	Iteration 5Q: 3 clusters Score -3916797 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3917396.750000 Penalty: 5140.689453
	Iteration 6Q: 3 clusters Score -3917397 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3918055.250000 Penalty: 5140.689453
	Iteration 7Q: 3 clusters Score -3918055 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3918857.500000 Penalty: 5140.689453
	Iteration 8Q: 3 clusters Score -3918858 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3919712.750000 Penalty: 5140.689453
	Iteration 9Q: 3 clusters Score -3919713 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3920607.500000 Penalty: 5140.689453
	Iteration 10Q: 3 clusters Score -3920608 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3921523.750000 Penalty: 5140.689453
	Iteration 11Q: 3 clusters Score -3921524 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3922380.500000 Penalty: 5140.689453
	Iteration 12Q: 3 clusters Score -3922380 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3923180.750000 Penalty: 5140.689453
	Iteration 13Q: 3 clusters Score -3923181 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3924013.750000 Penalty: 5140.689453
	Iteration 14Q: 3 clusters Score -3924014 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3924735.000000 Penalty: 5140.689453
	Iteration 15Q: 3 clusters Score -3924735 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3925278.500000 Penalty: 5140.689453
	Iteration 16Q: 3 clusters Score -3925278 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3925748.250000 Penalty: 5140.689453
	Iteration 17Q: 3 clusters Score -3925748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3926081.250000 Penalty: 5140.689453
	Iteration 18Q: 3 clusters Score -3926081 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3926389.000000 Penalty: 5140.689453
	Iteration 19Q: 3 clusters Score -3926389 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3926705.500000 Penalty: 5140.689453
	Iteration 20F: 3 clusters Score -3926706 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3927029.000000 Penalty: 5140.689453
	Iteration 21Q: 3 clusters Score -3927029 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3927377.000000 Penalty: 5140.689453
	Iteration 22Q: 3 clusters Score -3927377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3927796.000000 Penalty: 5140.689453
	Iteration 23Q: 3 clusters Score -3927796 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3928286.250000 Penalty: 5140.689453
	Iteration 24Q: 3 clusters Score -3928286 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3928836.500000 Penalty: 5140.689453
	Iteration 25Q: 3 clusters Score -3928836 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3929321.000000 Penalty: 5140.689453
	Iteration 26Q: 3 clusters Score -3929321 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3929586.500000 Penalty: 5140.689453
	Iteration 27Q: 3 clusters Score -3929586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3929746.750000 Penalty: 5140.689453
	Iteration 28Q: 3 clusters Score -3929747 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3929820.250000 Penalty: 5140.689453
	Iteration 29Q: 3 clusters Score -3929820 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3929871.500000 Penalty: 5140.689453
	Iteration 30Q: 3 clusters Score -3929872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3929890.250000 Penalty: 5140.689453
	Iteration 31Q: 3 clusters Score -3929890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3929919.250000 Penalty: 5140.689453
	Iteration 32Q: 3 clusters Score -3929919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3929919.250000 Penalty: 5140.689453
	Iteration 33Q: 3 clusters Score -3929919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3929938.250000 Penalty: 5140.689453
	Iteration 34Q: 3 clusters Score -3929938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3929950.000000 Penalty: 5140.689453
	Iteration 35Q: 3 clusters Score -3929950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3929952.750000 Penalty: 5140.689453
	Iteration 36Q: 3 clusters Score -3929953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3929943.750000 Penalty: 5140.689453
	Iteration 37Q: 3 clusters Score -3929944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3929942.250000 Penalty: 5140.689453
	Iteration 38Q: 3 clusters Score -3929942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3929944.500000 Penalty: 5140.689453
	Iteration 39Q: 3 clusters Score -3929944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3929961.000000 Penalty: 5140.689453
	Iteration 40F: 3 clusters Score -3929961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3929960.000000 Penalty: 5140.689453
	Iteration 41Q: 3 clusters Score -3929960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3929961.500000 Penalty: 5140.689453
	Iteration 42Q: 3 clusters Score -3929962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3929963.250000 Penalty: 5140.689453
	Iteration 43Q: 3 clusters Score -3929963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3929966.500000 Penalty: 5140.689453
	Iteration 44Q: 3 clusters Score -3929966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3929972.750000 Penalty: 5140.689453
	Iteration 45Q: 3 clusters Score -3929973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3929965.000000 Penalty: 5140.689453
	Iteration 46Q: 3 clusters Score -3929965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3929973.000000 Penalty: 5140.689453
	Iteration 47Q: 3 clusters Score -3929973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3929974.750000 Penalty: 5140.689453
	Iteration 48Q: 3 clusters Score -3929975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3929972.500000 Penalty: 5140.689453
	Iteration 49Q: 3 clusters Score -3929972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3929966.250000 Penalty: 5140.689453
	Iteration 50Q: 3 clusters Score -3929966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3929963.500000 Penalty: 5140.689453
	Iteration 51Q: 3 clusters Score -3929964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3929963.250000 Penalty: 5140.689453
	Iteration 52Q: 3 clusters Score -3929963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3929963.250000 Penalty: 5140.689453
	Iteration 53F: 3 clusters Score -3929963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 28938 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Entering Unmasked Estep 
Score: -134461440.000000 Penalty: 196811.812500
Splitting cluster 1 changes total score from -134461392.000000 to -134461440.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 2 (26562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Entering Unmasked Estep 
Score: -3264116.500000 Penalty: 2526.434814
	Iteration 0F: 2 clusters Score -3264116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3245955.750000 Penalty: 5052.869629
	Iteration 0F: 3 clusters Score -3245956 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3252485.000000 Penalty: 5052.869629
	Iteration 1F: 3 clusters Score -3252485 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3253372.250000 Penalty: 5052.869629
	Iteration 2F: 3 clusters Score -3253372 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3254477.750000 Penalty: 5052.869629
	Iteration 3F: 3 clusters Score -3254478 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3255694.250000 Penalty: 5052.869629
	Iteration 4F: 3 clusters Score -3255694 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3256940.750000 Penalty: 5052.869629
	Iteration 5F: 3 clusters Score -3256941 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3258092.000000 Penalty: 5052.869629
	Iteration 6F: 3 clusters Score -3258092 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3259157.000000 Penalty: 5052.869629
	Iteration 7F: 3 clusters Score -3259157 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3260023.250000 Penalty: 5052.869629
	Iteration 8Q: 3 clusters Score -3260023 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3260687.750000 Penalty: 5052.869629
	Iteration 9Q: 3 clusters Score -3260688 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3261156.000000 Penalty: 5052.869629
	Iteration 10Q: 3 clusters Score -3261156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3261465.250000 Penalty: 5052.869629
	Iteration 11Q: 3 clusters Score -3261465 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3261740.000000 Penalty: 5052.869629
	Iteration 12Q: 3 clusters Score -3261740 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3261942.500000 Penalty: 5052.869629
	Iteration 13Q: 3 clusters Score -3261942 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3262089.250000 Penalty: 5052.869629
	Iteration 14Q: 3 clusters Score -3262089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3262191.250000 Penalty: 5052.869629
	Iteration 15Q: 3 clusters Score -3262191 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3262286.500000 Penalty: 5052.869629
	Iteration 16Q: 3 clusters Score -3262286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3262327.250000 Penalty: 5052.869629
	Iteration 17Q: 3 clusters Score -3262327 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3262376.000000 Penalty: 5052.869629
	Iteration 18Q: 3 clusters Score -3262376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3262412.250000 Penalty: 5052.869629
	Iteration 19Q: 3 clusters Score -3262412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3262438.250000 Penalty: 5052.869629
	Iteration 20F: 3 clusters Score -3262438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3262467.000000 Penalty: 5052.869629
	Iteration 21Q: 3 clusters Score -3262467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3262489.750000 Penalty: 5052.869629
	Iteration 22Q: 3 clusters Score -3262490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3262504.000000 Penalty: 5052.869629
	Iteration 23Q: 3 clusters Score -3262504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3262519.750000 Penalty: 5052.869629
	Iteration 24Q: 3 clusters Score -3262520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3262524.000000 Penalty: 5052.869629
	Iteration 25Q: 3 clusters Score -3262524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3262533.000000 Penalty: 5052.869629
	Iteration 26Q: 3 clusters Score -3262533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3262552.500000 Penalty: 5052.869629
	Iteration 27Q: 3 clusters Score -3262552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3262564.750000 Penalty: 5052.869629
	Iteration 28Q: 3 clusters Score -3262565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3262564.000000 Penalty: 5052.869629
	Iteration 29Q: 3 clusters Score -3262564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3262575.750000 Penalty: 5052.869629
	Iteration 30Q: 3 clusters Score -3262576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3262579.750000 Penalty: 5052.869629
	Iteration 31Q: 3 clusters Score -3262580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3262581.000000 Penalty: 5052.869629
	Iteration 32Q: 3 clusters Score -3262581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3262589.500000 Penalty: 5052.869629
	Iteration 33Q: 3 clusters Score -3262590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3262600.500000 Penalty: 5052.869629
	Iteration 34Q: 3 clusters Score -3262600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3262630.250000 Penalty: 5052.869629
	Iteration 35Q: 3 clusters Score -3262630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3262649.500000 Penalty: 5052.869629
	Iteration 36Q: 3 clusters Score -3262650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3262681.000000 Penalty: 5052.869629
	Iteration 37Q: 3 clusters Score -3262681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3262726.500000 Penalty: 5052.869629
	Iteration 38Q: 3 clusters Score -3262726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3262753.500000 Penalty: 5052.869629
	Iteration 39Q: 3 clusters Score -3262754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3262769.750000 Penalty: 5052.869629
	Iteration 40F: 3 clusters Score -3262770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3262793.250000 Penalty: 5052.869629
	Iteration 41Q: 3 clusters Score -3262793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3262800.250000 Penalty: 5052.869629
	Iteration 42Q: 3 clusters Score -3262800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3262843.750000 Penalty: 5052.869629
	Iteration 43Q: 3 clusters Score -3262844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3262894.250000 Penalty: 5052.869629
	Iteration 44Q: 3 clusters Score -3262894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3262952.000000 Penalty: 5052.869629
	Iteration 45Q: 3 clusters Score -3262952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3263015.250000 Penalty: 5052.869629
	Iteration 46Q: 3 clusters Score -3263015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3263062.750000 Penalty: 5052.869629
	Iteration 47Q: 3 clusters Score -3263063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3263100.250000 Penalty: 5052.869629
	Iteration 48Q: 3 clusters Score -3263100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3263119.000000 Penalty: 5052.869629
	Iteration 49Q: 3 clusters Score -3263119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3263132.500000 Penalty: 5052.869629
	Iteration 50Q: 3 clusters Score -3263132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3263150.500000 Penalty: 5052.869629
	Iteration 51Q: 3 clusters Score -3263150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3263163.250000 Penalty: 5052.869629
	Iteration 52Q: 3 clusters Score -3263163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3263179.500000 Penalty: 5052.869629
	Iteration 53Q: 3 clusters Score -3263180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3263177.250000 Penalty: 5052.869629
	Iteration 54Q: 3 clusters Score -3263177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3263185.250000 Penalty: 5052.869629
	Iteration 55Q: 3 clusters Score -3263185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3263182.750000 Penalty: 5052.869629
	Iteration 56Q: 3 clusters Score -3263183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3263185.000000 Penalty: 5052.869629
	Iteration 57Q: 3 clusters Score -3263185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3263183.750000 Penalty: 5052.869629
	Iteration 58Q: 3 clusters Score -3263184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3263185.250000 Penalty: 5052.869629
	Iteration 59Q: 3 clusters Score -3263185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3263185.250000 Penalty: 5052.869629
	Iteration 60F: 3 clusters Score -3263185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3263186.250000 Penalty: 5052.869629
	Iteration 61Q: 3 clusters Score -3263186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3263183.750000 Penalty: 5052.869629
	Iteration 62Q: 3 clusters Score -3263184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3263183.000000 Penalty: 5052.869629
	Iteration 63Q: 3 clusters Score -3263183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3263187.500000 Penalty: 5052.869629
	Iteration 64Q: 3 clusters Score -3263188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3263187.500000 Penalty: 5052.869629
	Iteration 65F: 3 clusters Score -3263188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Entering Unmasked Estep 
Score: -16533480.000000 Penalty: 2924.520020
	Iteration 0F: 2 clusters Score -1.653348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -16444940.000000 Penalty: 5849.040039
	Iteration 0F: 3 clusters Score -1.644494e+07 nChanged 63157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -16481756.000000 Penalty: 5849.040039
	Iteration 1F: 3 clusters Score -1.648176e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -16482873.000000 Penalty: 5849.040039
	Iteration 2Q: 3 clusters Score -1.648287e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -16484290.000000 Penalty: 5849.040039
	Iteration 3Q: 3 clusters Score -1.648429e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -16486047.000000 Penalty: 5849.040039
	Iteration 4Q: 3 clusters Score -1.648605e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -16488787.000000 Penalty: 5849.040039
	Iteration 5Q: 3 clusters Score -1.648879e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -16492971.000000 Penalty: 5849.040039
	Iteration 6F: 3 clusters Score -1.649297e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -16498601.000000 Penalty: 5849.040039
	Iteration 7F: 3 clusters Score -1.64986e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -16505361.000000 Penalty: 5849.040039
	Iteration 8F: 3 clusters Score -1.650536e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -16512101.000000 Penalty: 5849.040039
	Iteration 9F: 3 clusters Score -1.65121e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -16518307.000000 Penalty: 5849.040039
	Iteration 10F: 3 clusters Score -1.651831e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -16523045.000000 Penalty: 5849.040039
	Iteration 11Q: 3 clusters Score -1.652304e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -16526195.000000 Penalty: 5849.040039
	Iteration 12Q: 3 clusters Score -1.65262e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -16527982.000000 Penalty: 5849.040039
	Iteration 13Q: 3 clusters Score -1.652798e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128610 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -16529205.000000 Penalty: 5849.040039
	Iteration 14Q: 3 clusters Score -1.65292e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -16529936.000000 Penalty: 5849.040039
	Iteration 15Q: 3 clusters Score -1.652994e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -16530339.000000 Penalty: 5849.040039
	Iteration 16Q: 3 clusters Score -1.653034e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -16530637.000000 Penalty: 5849.040039
	Iteration 17Q: 3 clusters Score -1.653064e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16530796.000000 Penalty: 5849.040039
	Iteration 18Q: 3 clusters Score -1.65308e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130743 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16530896.000000 Penalty: 5849.040039
	Iteration 19Q: 3 clusters Score -1.65309e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16530962.000000 Penalty: 5849.040039
	Iteration 20F: 3 clusters Score -1.653096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16531028.000000 Penalty: 5849.040039
	Iteration 21Q: 3 clusters Score -1.653103e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16531072.000000 Penalty: 5849.040039
	Iteration 22Q: 3 clusters Score -1.653107e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16531115.000000 Penalty: 5849.040039
	Iteration 23Q: 3 clusters Score -1.653112e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16531142.000000 Penalty: 5849.040039
	Iteration 24Q: 3 clusters Score -1.653114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131069 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16531151.000000 Penalty: 5849.040039
	Iteration 25Q: 3 clusters Score -1.653115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16531161.000000 Penalty: 5849.040039
	Iteration 26Q: 3 clusters Score -1.653116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16531156.000000 Penalty: 5849.040039
	Iteration 27Q: 3 clusters Score -1.653116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16531190.000000 Penalty: 5849.040039
	Iteration 28Q: 3 clusters Score -1.653119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131111 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16531206.000000 Penalty: 5849.040039
	Iteration 29Q: 3 clusters Score -1.653121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16531213.000000 Penalty: 5849.040039
	Iteration 30Q: 3 clusters Score -1.653121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -16531221.000000 Penalty: 5849.040039
	Iteration 31Q: 3 clusters Score -1.653122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16531219.000000 Penalty: 5849.040039
	Iteration 32Q: 3 clusters Score -1.653122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16531217.000000 Penalty: 5849.040039
	Iteration 33Q: 3 clusters Score -1.653122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16531211.000000 Penalty: 5849.040039
	Iteration 34Q: 3 clusters Score -1.653121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16531210.000000 Penalty: 5849.040039
	Iteration 35Q: 3 clusters Score -1.653121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16531216.000000 Penalty: 5849.040039
	Iteration 36Q: 3 clusters Score -1.653122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16531228.000000 Penalty: 5849.040039
	Iteration 37Q: 3 clusters Score -1.653123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16531219.000000 Penalty: 5849.040039
	Iteration 38Q: 3 clusters Score -1.653122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16531231.000000 Penalty: 5849.040039
	Iteration 39Q: 3 clusters Score -1.653123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16531217.000000 Penalty: 5849.040039
	Iteration 40F: 3 clusters Score -1.653122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16531239.000000 Penalty: 5849.040039
	Iteration 41Q: 3 clusters Score -1.653124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16531223.000000 Penalty: 5849.040039
	Iteration 42Q: 3 clusters Score -1.653122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 43Q: 3 clusters Score -1.653123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131189 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 44Q: 3 clusters Score -1.653123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 45Q: 3 clusters Score -1.653123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 46Q: 3 clusters Score -1.653123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16531224.000000 Penalty: 5849.040039
	Iteration 47Q: 3 clusters Score -1.653122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 48Q: 3 clusters Score -1.653123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16531230.000000 Penalty: 5849.040039
	Iteration 49Q: 3 clusters Score -1.653123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16531236.000000 Penalty: 5849.040039
	Iteration 50Q: 3 clusters Score -1.653124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16531243.000000 Penalty: 5849.040039
	Iteration 51Q: 3 clusters Score -1.653124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16531260.000000 Penalty: 5849.040039
	Iteration 52Q: 3 clusters Score -1.653126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16531259.000000 Penalty: 5849.040039
	Iteration 53Q: 3 clusters Score -1.653126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16531262.000000 Penalty: 5849.040039
	Iteration 54Q: 3 clusters Score -1.653126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16531249.000000 Penalty: 5849.040039
	Iteration 55Q: 3 clusters Score -1.653125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16531260.000000 Penalty: 5849.040039
	Iteration 56Q: 3 clusters Score -1.653126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16531252.000000 Penalty: 5849.040039
	Iteration 57Q: 3 clusters Score -1.653125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131218 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16531253.000000 Penalty: 5849.040039
	Iteration 58Q: 3 clusters Score -1.653125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16531250.000000 Penalty: 5849.040039
	Iteration 59Q: 3 clusters Score -1.653125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16531252.000000 Penalty: 5849.040039
	Iteration 60F: 3 clusters Score -1.653125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16531258.000000 Penalty: 5849.040039
	Iteration 61Q: 3 clusters Score -1.653126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131221 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16531253.000000 Penalty: 5849.040039
	Iteration 62Q: 3 clusters Score -1.653125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16531255.000000 Penalty: 5849.040039
	Iteration 63Q: 3 clusters Score -1.653126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131223 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16531266.000000 Penalty: 5849.040039
	Iteration 64Q: 3 clusters Score -1.653127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16531264.000000 Penalty: 5849.040039
	Iteration 65Q: 3 clusters Score -1.653126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16531264.000000 Penalty: 5849.040039
	Iteration 66F: 3 clusters Score -1.653126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -1129565.375000 Penalty: 2288.759033
	Iteration 0F: 2 clusters Score -1129565 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 4983 members 
Entering Unmasked Estep 
Score: -1121803.625000 Penalty: 4577.518066
	Iteration 0F: 3 clusters Score -1121804 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1124329.500000 Penalty: 4577.518066
	Iteration 1F: 3 clusters Score -1124330 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1124872.625000 Penalty: 4577.518066
	Iteration 2F: 3 clusters Score -1124873 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1125383.625000 Penalty: 4577.518066
	Iteration 3F: 3 clusters Score -1125384 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1125876.625000 Penalty: 4577.518066
	Iteration 4F: 3 clusters Score -1125877 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1126324.875000 Penalty: 4577.518066
	Iteration 5F: 3 clusters Score -1126325 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1126652.250000 Penalty: 4577.518066
	Iteration 6F: 3 clusters Score -1126652 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1126893.875000 Penalty: 4577.518066
	Iteration 7Q: 3 clusters Score -1126894 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1127111.125000 Penalty: 4577.518066
	Iteration 8Q: 3 clusters Score -1127111 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1127317.000000 Penalty: 4577.518066
	Iteration 9Q: 3 clusters Score -1127317 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1127480.750000 Penalty: 4577.518066
	Iteration 10Q: 3 clusters Score -1127481 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1127629.500000 Penalty: 4577.518066
	Iteration 11Q: 3 clusters Score -1127630 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1127742.875000 Penalty: 4577.518066
	Iteration 12Q: 3 clusters Score -1127743 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1127832.000000 Penalty: 4577.518066
	Iteration 13Q: 3 clusters Score -1127832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1127904.250000 Penalty: 4577.518066
	Iteration 14Q: 3 clusters Score -1127904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1127957.875000 Penalty: 4577.518066
	Iteration 15Q: 3 clusters Score -1127958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1128001.250000 Penalty: 4577.518066
	Iteration 16Q: 3 clusters Score -1128001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1128044.375000 Penalty: 4577.518066
	Iteration 17Q: 3 clusters Score -1128044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1128075.000000 Penalty: 4577.518066
	Iteration 18Q: 3 clusters Score -1128075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1128107.500000 Penalty: 4577.518066
	Iteration 19Q: 3 clusters Score -1128108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1128136.000000 Penalty: 4577.518066
	Iteration 20F: 3 clusters Score -1128136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1128154.875000 Penalty: 4577.518066
	Iteration 21Q: 3 clusters Score -1128155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1128172.625000 Penalty: 4577.518066
	Iteration 22Q: 3 clusters Score -1128173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1128193.625000 Penalty: 4577.518066
	Iteration 23Q: 3 clusters Score -1128194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1128209.750000 Penalty: 4577.518066
	Iteration 24Q: 3 clusters Score -1128210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1128223.125000 Penalty: 4577.518066
	Iteration 25Q: 3 clusters Score -1128223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1128230.375000 Penalty: 4577.518066
	Iteration 26Q: 3 clusters Score -1128230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1128237.750000 Penalty: 4577.518066
	Iteration 27Q: 3 clusters Score -1128238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1128247.500000 Penalty: 4577.518066
	Iteration 28Q: 3 clusters Score -1128248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1128256.750000 Penalty: 4577.518066
	Iteration 29Q: 3 clusters Score -1128257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1128261.000000 Penalty: 4577.518066
	Iteration 30Q: 3 clusters Score -1128261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1128265.875000 Penalty: 4577.518066
	Iteration 31Q: 3 clusters Score -1128266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1128270.000000 Penalty: 4577.518066
	Iteration 32Q: 3 clusters Score -1128270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1128272.750000 Penalty: 4577.518066
	Iteration 33Q: 3 clusters Score -1128273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1128277.375000 Penalty: 4577.518066
	Iteration 34Q: 3 clusters Score -1128277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1128277.500000 Penalty: 4577.518066
	Iteration 35Q: 3 clusters Score -1128278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1128283.625000 Penalty: 4577.518066
	Iteration 36Q: 3 clusters Score -1128284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1128284.500000 Penalty: 4577.518066
	Iteration 37Q: 3 clusters Score -1128284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1128288.250000 Penalty: 4577.518066
	Iteration 38Q: 3 clusters Score -1128288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1128288.125000 Penalty: 4577.518066
	Iteration 39Q: 3 clusters Score -1128288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1128287.375000 Penalty: 4577.518066
	Iteration 40F: 3 clusters Score -1128287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1128290.125000 Penalty: 4577.518066
	Iteration 41Q: 3 clusters Score -1128290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1128290.250000 Penalty: 4577.518066
	Iteration 42Q: 3 clusters Score -1128290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1128291.500000 Penalty: 4577.518066
	Iteration 43Q: 3 clusters Score -1128292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1128289.750000 Penalty: 4577.518066
	Iteration 44Q: 3 clusters Score -1128290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1128290.500000 Penalty: 4577.518066
	Iteration 45Q: 3 clusters Score -1128290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1128290.500000 Penalty: 4577.518066
	Iteration 46F: 3 clusters Score -1128290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -628861.625000 Penalty: 2124.174805
	Iteration 0F: 2 clusters Score -628861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -624272.062500 Penalty: 4248.349609
	Iteration 0F: 3 clusters Score -624272.1 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -625381.000000 Penalty: 4248.349609
	Iteration 1F: 3 clusters Score -625381 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -625625.500000 Penalty: 4248.349609
	Iteration 2F: 3 clusters Score -625625.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -625824.437500 Penalty: 4248.349609
	Iteration 3F: 3 clusters Score -625824.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -626021.937500 Penalty: 4248.349609
	Iteration 4Q: 3 clusters Score -626021.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -626251.187500 Penalty: 4248.349609
	Iteration 5F: 3 clusters Score -626251.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -626488.125000 Penalty: 4248.349609
	Iteration 6F: 3 clusters Score -626488.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -626728.937500 Penalty: 4248.349609
	Iteration 7F: 3 clusters Score -626728.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -626994.937500 Penalty: 4248.349609
	Iteration 8F: 3 clusters Score -626994.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -627211.562500 Penalty: 4248.349609
	Iteration 9Q: 3 clusters Score -627211.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -627364.562500 Penalty: 4248.349609
	Iteration 10Q: 3 clusters Score -627364.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -627464.750000 Penalty: 4248.349609
	Iteration 11Q: 3 clusters Score -627464.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -627532.375000 Penalty: 4248.349609
	Iteration 12Q: 3 clusters Score -627532.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -627584.375000 Penalty: 4248.349609
	Iteration 13Q: 3 clusters Score -627584.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -627614.250000 Penalty: 4248.349609
	Iteration 14Q: 3 clusters Score -627614.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -627632.000000 Penalty: 4248.349609
	Iteration 15Q: 3 clusters Score -627632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -627641.312500 Penalty: 4248.349609
	Iteration 16Q: 3 clusters Score -627641.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -627649.625000 Penalty: 4248.349609
	Iteration 17Q: 3 clusters Score -627649.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -627652.562500 Penalty: 4248.349609
	Iteration 18Q: 3 clusters Score -627652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -627652.375000 Penalty: 4248.349609
	Iteration 19Q: 3 clusters Score -627652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -627654.812500 Penalty: 4248.349609
	Iteration 20F: 3 clusters Score -627654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -627656.937500 Penalty: 4248.349609
	Iteration 21Q: 3 clusters Score -627656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -627658.750000 Penalty: 4248.349609
	Iteration 22Q: 3 clusters Score -627658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -627660.625000 Penalty: 4248.349609
	Iteration 23Q: 3 clusters Score -627660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -627664.937500 Penalty: 4248.349609
	Iteration 24Q: 3 clusters Score -627664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -627667.250000 Penalty: 4248.349609
	Iteration 25Q: 3 clusters Score -627667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -627667.937500 Penalty: 4248.349609
	Iteration 26Q: 3 clusters Score -627667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -627668.750000 Penalty: 4248.349609
	Iteration 27Q: 3 clusters Score -627668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -627669.312500 Penalty: 4248.349609
	Iteration 28Q: 3 clusters Score -627669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -627670.562500 Penalty: 4248.349609
	Iteration 29Q: 3 clusters Score -627670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -627670.250000 Penalty: 4248.349609
	Iteration 30Q: 3 clusters Score -627670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -627670.250000 Penalty: 4248.349609
	Iteration 31F: 3 clusters Score -627670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -1292506.000000 Penalty: 2298.895752
	Iteration 0F: 2 clusters Score -1292506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1284396.125000 Penalty: 4597.791504
	Iteration 0F: 3 clusters Score -1284396 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1286882.125000 Penalty: 4597.791504
	Iteration 1F: 3 clusters Score -1286882 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1287336.250000 Penalty: 4597.791504
	Iteration 2F: 3 clusters Score -1287336 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1287730.375000 Penalty: 4597.791504
	Iteration 3F: 3 clusters Score -1287730 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1288167.875000 Penalty: 4597.791504
	Iteration 4F: 3 clusters Score -1288168 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1288699.750000 Penalty: 4597.791504
	Iteration 5F: 3 clusters Score -1288700 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1289359.500000 Penalty: 4597.791504
	Iteration 6F: 3 clusters Score -1289360 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1289974.625000 Penalty: 4597.791504
	Iteration 7F: 3 clusters Score -1289975 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1290428.500000 Penalty: 4597.791504
	Iteration 8F: 3 clusters Score -1290428 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1290705.750000 Penalty: 4597.791504
	Iteration 9Q: 3 clusters Score -1290706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1290857.750000 Penalty: 4597.791504
	Iteration 10Q: 3 clusters Score -1290858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1290943.000000 Penalty: 4597.791504
	Iteration 11Q: 3 clusters Score -1290943 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1290990.875000 Penalty: 4597.791504
	Iteration 12Q: 3 clusters Score -1290991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1291018.625000 Penalty: 4597.791504
	Iteration 13Q: 3 clusters Score -1291019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1291043.250000 Penalty: 4597.791504
	Iteration 14Q: 3 clusters Score -1291043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1291060.250000 Penalty: 4597.791504
	Iteration 15Q: 3 clusters Score -1291060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1291077.750000 Penalty: 4597.791504
	Iteration 16Q: 3 clusters Score -1291078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1291087.875000 Penalty: 4597.791504
	Iteration 17Q: 3 clusters Score -1291088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1291102.750000 Penalty: 4597.791504
	Iteration 18Q: 3 clusters Score -1291103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291110.250000 Penalty: 4597.791504
	Iteration 19Q: 3 clusters Score -1291110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1291115.375000 Penalty: 4597.791504
	Iteration 20F: 3 clusters Score -1291115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1291119.625000 Penalty: 4597.791504
	Iteration 21Q: 3 clusters Score -1291120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1291120.250000 Penalty: 4597.791504
	Iteration 22Q: 3 clusters Score -1291120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1291120.125000 Penalty: 4597.791504
	Iteration 23Q: 3 clusters Score -1291120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1291123.500000 Penalty: 4597.791504
	Iteration 24Q: 3 clusters Score -1291124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1291127.375000 Penalty: 4597.791504
	Iteration 25Q: 3 clusters Score -1291127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1291131.875000 Penalty: 4597.791504
	Iteration 26Q: 3 clusters Score -1291132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1291133.750000 Penalty: 4597.791504
	Iteration 27Q: 3 clusters Score -1291134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1291131.500000 Penalty: 4597.791504
	Iteration 28Q: 3 clusters Score -1291132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1291131.625000 Penalty: 4597.791504
	Iteration 29Q: 3 clusters Score -1291132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1291131.625000 Penalty: 4597.791504
	Iteration 30F: 3 clusters Score -1291132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Entering Unmasked Estep 
Score: -6123367.000000 Penalty: 2696.126465
	Iteration 0F: 2 clusters Score -6123367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -6088124.000000 Penalty: 5392.252930
	Iteration 0F: 3 clusters Score -6088124 nChanged 24186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6101732.000000 Penalty: 5392.252930
	Iteration 1F: 3 clusters Score -6101732 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6102521.500000 Penalty: 5392.252930
	Iteration 2Q: 3 clusters Score -6102522 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -6103442.500000 Penalty: 5392.252930
	Iteration 3Q: 3 clusters Score -6103442 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6104551.500000 Penalty: 5392.252930
	Iteration 4Q: 3 clusters Score -6104552 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -6105995.500000 Penalty: 5392.252930
	Iteration 5F: 3 clusters Score -6105996 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -6107566.000000 Penalty: 5392.252930
	Iteration 6F: 3 clusters Score -6107566 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -6109505.000000 Penalty: 5392.252930
	Iteration 7F: 3 clusters Score -6109505 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -6111678.500000 Penalty: 5392.252930
	Iteration 8F: 3 clusters Score -6111678 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -6114267.500000 Penalty: 5392.252930
	Iteration 9F: 3 clusters Score -6114268 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -6116732.500000 Penalty: 5392.252930
	Iteration 10F: 3 clusters Score -6116732 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -6118961.500000 Penalty: 5392.252930
	Iteration 11Q: 3 clusters Score -6118962 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -6120776.500000 Penalty: 5392.252930
	Iteration 12Q: 3 clusters Score -6120776 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6122149.000000 Penalty: 5392.252930
	Iteration 13Q: 3 clusters Score -6122149 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6123064.000000 Penalty: 5392.252930
	Iteration 14Q: 3 clusters Score -6123064 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6123563.500000 Penalty: 5392.252930
	Iteration 15Q: 3 clusters Score -6123564 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6123805.500000 Penalty: 5392.252930
	Iteration 16Q: 3 clusters Score -6123806 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6123972.000000 Penalty: 5392.252930
	Iteration 17Q: 3 clusters Score -6123972 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6124046.000000 Penalty: 5392.252930
	Iteration 18Q: 3 clusters Score -6124046 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6124090.000000 Penalty: 5392.252930
	Iteration 19Q: 3 clusters Score -6124090 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6124150.000000 Penalty: 5392.252930
	Iteration 20F: 3 clusters Score -6124150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6124175.000000 Penalty: 5392.252930
	Iteration 21Q: 3 clusters Score -6124175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6124200.000000 Penalty: 5392.252930
	Iteration 22Q: 3 clusters Score -6124200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6124220.000000 Penalty: 5392.252930
	Iteration 23Q: 3 clusters Score -6124220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6124243.500000 Penalty: 5392.252930
	Iteration 24Q: 3 clusters Score -6124244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6124264.500000 Penalty: 5392.252930
	Iteration 25Q: 3 clusters Score -6124264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6124274.000000 Penalty: 5392.252930
	Iteration 26Q: 3 clusters Score -6124274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6124275.000000 Penalty: 5392.252930
	Iteration 27Q: 3 clusters Score -6124275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6124266.000000 Penalty: 5392.252930
	Iteration 28Q: 3 clusters Score -6124266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6124278.500000 Penalty: 5392.252930
	Iteration 29Q: 3 clusters Score -6124278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6124287.500000 Penalty: 5392.252930
	Iteration 30Q: 3 clusters Score -6124288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6124292.500000 Penalty: 5392.252930
	Iteration 31Q: 3 clusters Score -6124292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6124304.500000 Penalty: 5392.252930
	Iteration 32Q: 3 clusters Score -6124304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6124317.500000 Penalty: 5392.252930
	Iteration 33Q: 3 clusters Score -6124318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6124329.500000 Penalty: 5392.252930
	Iteration 34Q: 3 clusters Score -6124330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6124337.500000 Penalty: 5392.252930
	Iteration 35Q: 3 clusters Score -6124338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6124344.000000 Penalty: 5392.252930
	Iteration 36Q: 3 clusters Score -6124344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6124342.000000 Penalty: 5392.252930
	Iteration 37Q: 3 clusters Score -6124342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6124349.500000 Penalty: 5392.252930
	Iteration 38Q: 3 clusters Score -6124350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6124355.500000 Penalty: 5392.252930
	Iteration 39Q: 3 clusters Score -6124356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6124363.000000 Penalty: 5392.252930
	Iteration 40F: 3 clusters Score -6124363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6124364.500000 Penalty: 5392.252930
	Iteration 41Q: 3 clusters Score -6124364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6124362.500000 Penalty: 5392.252930
	Iteration 42Q: 3 clusters Score -6124362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6124357.500000 Penalty: 5392.252930
	Iteration 43Q: 3 clusters Score -6124358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6124355.000000 Penalty: 5392.252930
	Iteration 44Q: 3 clusters Score -6124355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6124358.500000 Penalty: 5392.252930
	Iteration 45Q: 3 clusters Score -6124358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6124361.000000 Penalty: 5392.252930
	Iteration 46Q: 3 clusters Score -6124361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6124364.000000 Penalty: 5392.252930
	Iteration 47Q: 3 clusters Score -6124364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6124364.000000 Penalty: 5392.252930
	Iteration 48F: 3 clusters Score -6124364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 50769 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 28938 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 1884 members 
Entering Unmasked Estep 
Score: -134461392.000000 Penalty: 200264.656250
Splitting cluster 7 changes total score from -134461392.000000 to -134461392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Entering Unmasked Estep 
Score: -5114810.000000 Penalty: 2632.365234
	Iteration 0F: 2 clusters Score -5114810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5087188.000000 Penalty: 5264.730469
	Iteration 0F: 3 clusters Score -5087188 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -5097418.500000 Penalty: 5264.730469
	Iteration 1F: 3 clusters Score -5097418 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5097917.500000 Penalty: 5264.730469
	Iteration 2Q: 3 clusters Score -5097918 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5098422.000000 Penalty: 5264.730469
	Iteration 3Q: 3 clusters Score -5098422 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -5098926.500000 Penalty: 5264.730469
	Iteration 4Q: 3 clusters Score -5098926 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5099576.500000 Penalty: 5264.730469
	Iteration 5Q: 3 clusters Score -5099576 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5100337.000000 Penalty: 5264.730469
	Iteration 6Q: 3 clusters Score -5100337 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -5101391.500000 Penalty: 5264.730469
	Iteration 7Q: 3 clusters Score -5101392 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -5102935.000000 Penalty: 5264.730469
	Iteration 8F: 3 clusters Score -5102935 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5104757.000000 Penalty: 5264.730469
	Iteration 9F: 3 clusters Score -5104757 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5106791.000000 Penalty: 5264.730469
	Iteration 10F: 3 clusters Score -5106791 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -5108782.500000 Penalty: 5264.730469
	Iteration 11F: 3 clusters Score -5108782 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5110346.500000 Penalty: 5264.730469
	Iteration 12Q: 3 clusters Score -5110346 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5111291.500000 Penalty: 5264.730469
	Iteration 13Q: 3 clusters Score -5111292 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5111852.500000 Penalty: 5264.730469
	Iteration 14Q: 3 clusters Score -5111852 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5112132.500000 Penalty: 5264.730469
	Iteration 15Q: 3 clusters Score -5112132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5112260.000000 Penalty: 5264.730469
	Iteration 16Q: 3 clusters Score -5112260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5112364.000000 Penalty: 5264.730469
	Iteration 17Q: 3 clusters Score -5112364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5112436.000000 Penalty: 5264.730469
	Iteration 18Q: 3 clusters Score -5112436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5112477.500000 Penalty: 5264.730469
	Iteration 19Q: 3 clusters Score -5112478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5112495.500000 Penalty: 5264.730469
	Iteration 20F: 3 clusters Score -5112496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5112518.000000 Penalty: 5264.730469
	Iteration 21Q: 3 clusters Score -5112518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5112538.000000 Penalty: 5264.730469
	Iteration 22Q: 3 clusters Score -5112538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5112545.000000 Penalty: 5264.730469
	Iteration 23Q: 3 clusters Score -5112545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5112563.000000 Penalty: 5264.730469
	Iteration 24Q: 3 clusters Score -5112563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5112569.500000 Penalty: 5264.730469
	Iteration 25Q: 3 clusters Score -5112570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5112574.500000 Penalty: 5264.730469
	Iteration 26Q: 3 clusters Score -5112574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5112577.000000 Penalty: 5264.730469
	Iteration 27Q: 3 clusters Score -5112577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5112583.500000 Penalty: 5264.730469
	Iteration 28Q: 3 clusters Score -5112584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5112583.000000 Penalty: 5264.730469
	Iteration 29Q: 3 clusters Score -5112583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5112583.000000 Penalty: 5264.730469
	Iteration 30F: 3 clusters Score -5112583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -212105.546875 Penalty: 1859.719727
	Iteration 0F: 2 clusters Score -212105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -209619.093750 Penalty: 3719.439453
	Iteration 0F: 3 clusters Score -209619.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -210110.421875 Penalty: 3719.439453
	Iteration 1F: 3 clusters Score -210110.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210262.140625 Penalty: 3719.439453
	Iteration 2F: 3 clusters Score -210262.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -210343.984375 Penalty: 3719.439453
	Iteration 3Q: 3 clusters Score -210344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210420.500000 Penalty: 3719.439453
	Iteration 4Q: 3 clusters Score -210420.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210483.140625 Penalty: 3719.439453
	Iteration 5Q: 3 clusters Score -210483.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210565.078125 Penalty: 3719.439453
	Iteration 6Q: 3 clusters Score -210565.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210632.078125 Penalty: 3719.439453
	Iteration 7Q: 3 clusters Score -210632.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210709.578125 Penalty: 3719.439453
	Iteration 8Q: 3 clusters Score -210709.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210810.656250 Penalty: 3719.439453
	Iteration 9Q: 3 clusters Score -210810.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210901.812500 Penalty: 3719.439453
	Iteration 10Q: 3 clusters Score -210901.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210983.093750 Penalty: 3719.439453
	Iteration 11Q: 3 clusters Score -210983.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211084.078125 Penalty: 3719.439453
	Iteration 12Q: 3 clusters Score -211084.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -211163.031250 Penalty: 3719.439453
	Iteration 13Q: 3 clusters Score -211163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211205.406250 Penalty: 3719.439453
	Iteration 14Q: 3 clusters Score -211205.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211253.531250 Penalty: 3719.439453
	Iteration 15Q: 3 clusters Score -211253.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211294.859375 Penalty: 3719.439453
	Iteration 16Q: 3 clusters Score -211294.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -211337.234375 Penalty: 3719.439453
	Iteration 17Q: 3 clusters Score -211337.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211407.343750 Penalty: 3719.439453
	Iteration 18Q: 3 clusters Score -211407.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -211541.937500 Penalty: 3719.439453
	Iteration 19Q: 3 clusters Score -211541.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211691.890625 Penalty: 3719.439453
	Iteration 20F: 3 clusters Score -211691.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211788.156250 Penalty: 3719.439453
	Iteration 21Q: 3 clusters Score -211788.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211851.281250 Penalty: 3719.439453
	Iteration 22Q: 3 clusters Score -211851.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211908.046875 Penalty: 3719.439453
	Iteration 23Q: 3 clusters Score -211908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211958.421875 Penalty: 3719.439453
	Iteration 24Q: 3 clusters Score -211958.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -212007.812500 Penalty: 3719.439453
	Iteration 25Q: 3 clusters Score -212007.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212053.265625 Penalty: 3719.439453
	Iteration 26Q: 3 clusters Score -212053.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212116.234375 Penalty: 3719.439453
	Iteration 27Q: 3 clusters Score -212116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -212167.234375 Penalty: 3719.439453
	Iteration 28Q: 3 clusters Score -212167.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -212205.406250 Penalty: 3719.439453
	Iteration 29Q: 3 clusters Score -212205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -212230.218750 Penalty: 3719.439453
	Iteration 30Q: 3 clusters Score -212230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -212242.859375 Penalty: 3719.439453
	Iteration 31Q: 3 clusters Score -212242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -212246.218750 Penalty: 3719.439453
	Iteration 32Q: 3 clusters Score -212246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -212246.906250 Penalty: 3719.439453
	Iteration 33Q: 3 clusters Score -212246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -212246.906250 Penalty: 3719.439453
	Iteration 34F: 3 clusters Score -212246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1097 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 28938 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 709 members 
Entering Unmasked Estep 
Score: -134460144.000000 Penalty: 200264.656250
Splitting cluster 9 changes total score from -134461392.000000 to -134460144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -894101.125000 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -894101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -888193.562500 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -888193.6 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -889772.437500 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -889772.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -889995.875000 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -889995.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -890162.187500 Penalty: 4407.384277
	Iteration 3Q: 3 clusters Score -890162.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -890297.562500 Penalty: 4407.384277
	Iteration 4Q: 3 clusters Score -890297.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -890434.062500 Penalty: 4407.384277
	Iteration 5Q: 3 clusters Score -890434.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -890548.562500 Penalty: 4407.384277
	Iteration 6Q: 3 clusters Score -890548.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -890671.125000 Penalty: 4407.384277
	Iteration 7Q: 3 clusters Score -890671.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -890799.437500 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -890799.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -890938.562500 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -890938.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -891127.687500 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -891127.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -891367.250000 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -891367.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -891619.750000 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -891619.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -891850.687500 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -891850.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -892016.937500 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -892016.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -892151.187500 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -892151.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -892231.937500 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -892231.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -892293.500000 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -892293.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -892340.875000 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -892340.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -892373.062500 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -892373.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -892401.750000 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -892401.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -892419.562500 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -892419.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -892437.562500 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -892437.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -892451.375000 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -892451.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -892460.937500 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -892460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -892467.562500 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -892467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -892473.250000 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -892473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -892477.625000 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -892477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -892480.125000 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -892480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -892479.750000 Penalty: 4407.384277
	Iteration 29Q: 3 clusters Score -892479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -892482.937500 Penalty: 4407.384277
	Iteration 30Q: 3 clusters Score -892482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -892482.437500 Penalty: 4407.384277
	Iteration 31Q: 3 clusters Score -892482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -892484.187500 Penalty: 4407.384277
	Iteration 32Q: 3 clusters Score -892484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -892486.000000 Penalty: 4407.384277
	Iteration 33Q: 3 clusters Score -892486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -892487.875000 Penalty: 4407.384277
	Iteration 34Q: 3 clusters Score -892487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -892488.937500 Penalty: 4407.384277
	Iteration 35Q: 3 clusters Score -892488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -892487.062500 Penalty: 4407.384277
	Iteration 36Q: 3 clusters Score -892487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -892485.937500 Penalty: 4407.384277
	Iteration 37Q: 3 clusters Score -892485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -892486.875000 Penalty: 4407.384277
	Iteration 38Q: 3 clusters Score -892486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -892486.875000 Penalty: 4407.384277
	Iteration 39F: 3 clusters Score -892486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -742591.062500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -742591.1 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 3418 members 
Entering Unmasked Estep 
Score: -737034.750000 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -737034.8 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -739090.187500 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -739090.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -739908.312500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -739908.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -740537.750000 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -740537.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -740907.375000 Penalty: 4384.999512
	Iteration 4F: 3 clusters Score -740907.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -741150.625000 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -741150.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -741367.687500 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -741367.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -741561.062500 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -741561.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -741661.562500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -741661.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -741729.000000 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -741729 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -741781.312500 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -741781.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -741820.125000 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -741820.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -741847.375000 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -741847.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -741863.937500 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -741863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -741887.375000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -741887.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -741907.250000 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -741907.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -741921.250000 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -741921.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -741930.875000 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -741930.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -741933.875000 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -741933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -741940.250000 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -741940.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -741945.750000 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -741945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -741949.500000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -741949.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -741953.000000 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -741953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -741953.812500 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -741953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -741954.812500 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -741954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -741956.125000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -741956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -741958.437500 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -741958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -741958.562500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -741958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -741959.437500 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -741959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -741959.937500 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -741959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -741959.625000 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -741959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -741959.875000 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -741959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -741959.875000 Penalty: 4384.999512
	Iteration 32F: 3 clusters Score -741959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -400782.468750 Penalty: 2006.267822
	Iteration 0F: 2 clusters Score -400782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -397336.906250 Penalty: 4012.535645
	Iteration 0F: 3 clusters Score -397336.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -398059.968750 Penalty: 4012.535645
	Iteration 1F: 3 clusters Score -398060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -398248.718750 Penalty: 4012.535645
	Iteration 2F: 3 clusters Score -398248.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -398334.968750 Penalty: 4012.535645
	Iteration 3Q: 3 clusters Score -398335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -398399.968750 Penalty: 4012.535645
	Iteration 4Q: 3 clusters Score -398400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -398445.625000 Penalty: 4012.535645
	Iteration 5Q: 3 clusters Score -398445.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -398485.750000 Penalty: 4012.535645
	Iteration 6Q: 3 clusters Score -398485.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -398522.906250 Penalty: 4012.535645
	Iteration 7Q: 3 clusters Score -398522.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398550.031250 Penalty: 4012.535645
	Iteration 8Q: 3 clusters Score -398550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -398588.125000 Penalty: 4012.535645
	Iteration 9Q: 3 clusters Score -398588.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -398624.843750 Penalty: 4012.535645
	Iteration 10Q: 3 clusters Score -398624.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -398655.312500 Penalty: 4012.535645
	Iteration 11Q: 3 clusters Score -398655.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -398685.468750 Penalty: 4012.535645
	Iteration 12Q: 3 clusters Score -398685.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -398708.562500 Penalty: 4012.535645
	Iteration 13Q: 3 clusters Score -398708.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -398740.281250 Penalty: 4012.535645
	Iteration 14Q: 3 clusters Score -398740.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -398779.062500 Penalty: 4012.535645
	Iteration 15Q: 3 clusters Score -398779.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -398821.281250 Penalty: 4012.535645
	Iteration 16Q: 3 clusters Score -398821.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -398858.000000 Penalty: 4012.535645
	Iteration 17Q: 3 clusters Score -398858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -398905.750000 Penalty: 4012.535645
	Iteration 18Q: 3 clusters Score -398905.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -398972.906250 Penalty: 4012.535645
	Iteration 19Q: 3 clusters Score -398972.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -399029.750000 Penalty: 4012.535645
	Iteration 20F: 3 clusters Score -399029.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -399078.406250 Penalty: 4012.535645
	Iteration 21Q: 3 clusters Score -399078.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -399108.937500 Penalty: 4012.535645
	Iteration 22Q: 3 clusters Score -399108.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -399142.343750 Penalty: 4012.535645
	Iteration 23Q: 3 clusters Score -399142.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -399163.812500 Penalty: 4012.535645
	Iteration 24Q: 3 clusters Score -399163.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -399176.718750 Penalty: 4012.535645
	Iteration 25Q: 3 clusters Score -399176.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -399188.593750 Penalty: 4012.535645
	Iteration 26Q: 3 clusters Score -399188.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -399202.812500 Penalty: 4012.535645
	Iteration 27Q: 3 clusters Score -399202.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -399214.875000 Penalty: 4012.535645
	Iteration 28Q: 3 clusters Score -399214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -399222.531250 Penalty: 4012.535645
	Iteration 29Q: 3 clusters Score -399222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -399230.250000 Penalty: 4012.535645
	Iteration 30Q: 3 clusters Score -399230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -399236.906250 Penalty: 4012.535645
	Iteration 31Q: 3 clusters Score -399236.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -399242.000000 Penalty: 4012.535645
	Iteration 32Q: 3 clusters Score -399242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -399248.812500 Penalty: 4012.535645
	Iteration 33Q: 3 clusters Score -399248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -399255.187500 Penalty: 4012.535645
	Iteration 34Q: 3 clusters Score -399255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -399256.687500 Penalty: 4012.535645
	Iteration 35Q: 3 clusters Score -399256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -399259.656250 Penalty: 4012.535645
	Iteration 36Q: 3 clusters Score -399259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -399259.843750 Penalty: 4012.535645
	Iteration 37Q: 3 clusters Score -399259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -399259.843750 Penalty: 4012.535645
	Iteration 38F: 3 clusters Score -399259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Entering Unmasked Estep 
Score: -3513819.250000 Penalty: 2547.681885
	Iteration 0F: 2 clusters Score -3513819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3493847.500000 Penalty: 5095.363770
	Iteration 0F: 3 clusters Score -3493848 nChanged 13109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3501658.000000 Penalty: 5095.363770
	Iteration 1F: 3 clusters Score -3501658 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3502926.750000 Penalty: 5095.363770
	Iteration 2F: 3 clusters Score -3502927 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3504464.250000 Penalty: 5095.363770
	Iteration 3F: 3 clusters Score -3504464 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3506198.750000 Penalty: 5095.363770
	Iteration 4F: 3 clusters Score -3506199 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3508041.750000 Penalty: 5095.363770
	Iteration 5F: 3 clusters Score -3508042 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3509702.750000 Penalty: 5095.363770
	Iteration 6F: 3 clusters Score -3509703 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3510972.250000 Penalty: 5095.363770
	Iteration 7F: 3 clusters Score -3510972 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3511682.750000 Penalty: 5095.363770
	Iteration 8Q: 3 clusters Score -3511683 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3512095.500000 Penalty: 5095.363770
	Iteration 9Q: 3 clusters Score -3512096 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3512373.250000 Penalty: 5095.363770
	Iteration 10Q: 3 clusters Score -3512373 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3512588.500000 Penalty: 5095.363770
	Iteration 11Q: 3 clusters Score -3512588 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3512811.250000 Penalty: 5095.363770
	Iteration 12Q: 3 clusters Score -3512811 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3512981.750000 Penalty: 5095.363770
	Iteration 13Q: 3 clusters Score -3512982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3513123.250000 Penalty: 5095.363770
	Iteration 14Q: 3 clusters Score -3513123 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3513215.750000 Penalty: 5095.363770
	Iteration 15Q: 3 clusters Score -3513216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3513314.500000 Penalty: 5095.363770
	Iteration 16Q: 3 clusters Score -3513314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3513365.000000 Penalty: 5095.363770
	Iteration 17Q: 3 clusters Score -3513365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3513394.250000 Penalty: 5095.363770
	Iteration 18Q: 3 clusters Score -3513394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3513443.500000 Penalty: 5095.363770
	Iteration 19Q: 3 clusters Score -3513444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3513451.750000 Penalty: 5095.363770
	Iteration 20F: 3 clusters Score -3513452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3513461.000000 Penalty: 5095.363770
	Iteration 21Q: 3 clusters Score -3513461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3513468.750000 Penalty: 5095.363770
	Iteration 22Q: 3 clusters Score -3513469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3513473.750000 Penalty: 5095.363770
	Iteration 23Q: 3 clusters Score -3513474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3513480.750000 Penalty: 5095.363770
	Iteration 24Q: 3 clusters Score -3513481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3513487.250000 Penalty: 5095.363770
	Iteration 25Q: 3 clusters Score -3513487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3513489.750000 Penalty: 5095.363770
	Iteration 26Q: 3 clusters Score -3513490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3513492.500000 Penalty: 5095.363770
	Iteration 27Q: 3 clusters Score -3513492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3513507.250000 Penalty: 5095.363770
	Iteration 28Q: 3 clusters Score -3513507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3513511.250000 Penalty: 5095.363770
	Iteration 29Q: 3 clusters Score -3513511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3513510.500000 Penalty: 5095.363770
	Iteration 30Q: 3 clusters Score -3513510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3513515.250000 Penalty: 5095.363770
	Iteration 31Q: 3 clusters Score -3513515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3513532.000000 Penalty: 5095.363770
	Iteration 32Q: 3 clusters Score -3513532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3513533.250000 Penalty: 5095.363770
	Iteration 33Q: 3 clusters Score -3513533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3513544.750000 Penalty: 5095.363770
	Iteration 34Q: 3 clusters Score -3513545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3513560.500000 Penalty: 5095.363770
	Iteration 35Q: 3 clusters Score -3513560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3513571.750000 Penalty: 5095.363770
	Iteration 36Q: 3 clusters Score -3513572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3513601.000000 Penalty: 5095.363770
	Iteration 37Q: 3 clusters Score -3513601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3513654.750000 Penalty: 5095.363770
	Iteration 38Q: 3 clusters Score -3513655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3513710.000000 Penalty: 5095.363770
	Iteration 39Q: 3 clusters Score -3513710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3513810.750000 Penalty: 5095.363770
	Iteration 40F: 3 clusters Score -3513811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3513952.500000 Penalty: 5095.363770
	Iteration 41Q: 3 clusters Score -3513952 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3514203.000000 Penalty: 5095.363770
	Iteration 42Q: 3 clusters Score -3514203 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3514501.500000 Penalty: 5095.363770
	Iteration 43Q: 3 clusters Score -3514502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3514722.500000 Penalty: 5095.363770
	Iteration 44Q: 3 clusters Score -3514722 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3514805.500000 Penalty: 5095.363770
	Iteration 45Q: 3 clusters Score -3514806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3514849.500000 Penalty: 5095.363770
	Iteration 46Q: 3 clusters Score -3514850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3514862.250000 Penalty: 5095.363770
	Iteration 47Q: 3 clusters Score -3514862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3514869.750000 Penalty: 5095.363770
	Iteration 48Q: 3 clusters Score -3514870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3514885.000000 Penalty: 5095.363770
	Iteration 49Q: 3 clusters Score -3514885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3514883.250000 Penalty: 5095.363770
	Iteration 50Q: 3 clusters Score -3514883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3514882.250000 Penalty: 5095.363770
	Iteration 51Q: 3 clusters Score -3514882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3514882.750000 Penalty: 5095.363770
	Iteration 52Q: 3 clusters Score -3514883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3514886.000000 Penalty: 5095.363770
	Iteration 53Q: 3 clusters Score -3514886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3514891.250000 Penalty: 5095.363770
	Iteration 54Q: 3 clusters Score -3514891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3514899.250000 Penalty: 5095.363770
	Iteration 55Q: 3 clusters Score -3514899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3514896.000000 Penalty: 5095.363770
	Iteration 56Q: 3 clusters Score -3514896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3514890.000000 Penalty: 5095.363770
	Iteration 57Q: 3 clusters Score -3514890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3514900.000000 Penalty: 5095.363770
	Iteration 58Q: 3 clusters Score -3514900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3514894.000000 Penalty: 5095.363770
	Iteration 59Q: 3 clusters Score -3514894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3514889.750000 Penalty: 5095.363770
	Iteration 60F: 3 clusters Score -3514890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3514890.000000 Penalty: 5095.363770
	Iteration 61Q: 3 clusters Score -3514890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3514901.000000 Penalty: 5095.363770
	Iteration 62Q: 3 clusters Score -3514901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3514891.750000 Penalty: 5095.363770
	Iteration 63Q: 3 clusters Score -3514892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3514896.500000 Penalty: 5095.363770
	Iteration 64Q: 3 clusters Score -3514896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3514895.750000 Penalty: 5095.363770
	Iteration 65Q: 3 clusters Score -3514896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3514900.000000 Penalty: 5095.363770
	Iteration 66Q: 3 clusters Score -3514900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3514899.000000 Penalty: 5095.363770
	Iteration 67Q: 3 clusters Score -3514899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3514900.000000 Penalty: 5095.363770
	Iteration 68Q: 3 clusters Score -3514900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3514896.750000 Penalty: 5095.363770
	Iteration 69Q: 3 clusters Score -3514897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3514896.000000 Penalty: 5095.363770
	Iteration 70Q: 3 clusters Score -3514896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3514896.000000 Penalty: 5095.363770
	Iteration 71Q: 3 clusters Score -3514896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3514900.000000 Penalty: 5095.363770
	Iteration 72Q: 3 clusters Score -3514900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3514901.250000 Penalty: 5095.363770
	Iteration 73Q: 3 clusters Score -3514901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3514901.750000 Penalty: 5095.363770
	Iteration 74Q: 3 clusters Score -3514902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3514903.500000 Penalty: 5095.363770
	Iteration 75Q: 3 clusters Score -3514904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3514905.000000 Penalty: 5095.363770
	Iteration 76Q: 3 clusters Score -3514905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3514900.750000 Penalty: 5095.363770
	Iteration 77Q: 3 clusters Score -3514901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3514902.250000 Penalty: 5095.363770
	Iteration 78Q: 3 clusters Score -3514902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3514902.250000 Penalty: 5095.363770
	Iteration 79Q: 3 clusters Score -3514902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3514903.250000 Penalty: 5095.363770
	Iteration 80F: 3 clusters Score -3514903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Entering Unmasked Estep 
Score: -134461472.000000 Penalty: 200264.656250
Splitting cluster 13 changes total score from -134461392.000000 to -134461472.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 14 (4528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Entering Unmasked Estep 
Score: -545722.250000 Penalty: 2087.672852
	Iteration 0F: 2 clusters Score -545722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -541510.250000 Penalty: 4175.345703
	Iteration 0F: 3 clusters Score -541510.2 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -542572.937500 Penalty: 4175.345703
	Iteration 1F: 3 clusters Score -542572.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -542841.000000 Penalty: 4175.345703
	Iteration 2F: 3 clusters Score -542841 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -543052.562500 Penalty: 4175.345703
	Iteration 3F: 3 clusters Score -543052.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -543249.875000 Penalty: 4175.345703
	Iteration 4F: 3 clusters Score -543249.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -543420.875000 Penalty: 4175.345703
	Iteration 5Q: 3 clusters Score -543420.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -543581.812500 Penalty: 4175.345703
	Iteration 6Q: 3 clusters Score -543581.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -543711.250000 Penalty: 4175.345703
	Iteration 7Q: 3 clusters Score -543711.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -543835.062500 Penalty: 4175.345703
	Iteration 8Q: 3 clusters Score -543835.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -543944.062500 Penalty: 4175.345703
	Iteration 9Q: 3 clusters Score -543944.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -544027.375000 Penalty: 4175.345703
	Iteration 10Q: 3 clusters Score -544027.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -544085.437500 Penalty: 4175.345703
	Iteration 11Q: 3 clusters Score -544085.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -544128.187500 Penalty: 4175.345703
	Iteration 12Q: 3 clusters Score -544128.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -544177.562500 Penalty: 4175.345703
	Iteration 13Q: 3 clusters Score -544177.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -544241.937500 Penalty: 4175.345703
	Iteration 14Q: 3 clusters Score -544241.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -544330.625000 Penalty: 4175.345703
	Iteration 15Q: 3 clusters Score -544330.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -544426.062500 Penalty: 4175.345703
	Iteration 16Q: 3 clusters Score -544426.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -544590.187500 Penalty: 4175.345703
	Iteration 17Q: 3 clusters Score -544590.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -544800.875000 Penalty: 4175.345703
	Iteration 18Q: 3 clusters Score -544800.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -544941.375000 Penalty: 4175.345703
	Iteration 19Q: 3 clusters Score -544941.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -545011.062500 Penalty: 4175.345703
	Iteration 20F: 3 clusters Score -545011.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -545050.500000 Penalty: 4175.345703
	Iteration 21Q: 3 clusters Score -545050.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -545074.250000 Penalty: 4175.345703
	Iteration 22Q: 3 clusters Score -545074.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -545096.250000 Penalty: 4175.345703
	Iteration 23Q: 3 clusters Score -545096.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -545114.625000 Penalty: 4175.345703
	Iteration 24Q: 3 clusters Score -545114.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -545126.687500 Penalty: 4175.345703
	Iteration 25Q: 3 clusters Score -545126.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -545142.937500 Penalty: 4175.345703
	Iteration 26Q: 3 clusters Score -545142.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -545157.062500 Penalty: 4175.345703
	Iteration 27Q: 3 clusters Score -545157.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -545171.562500 Penalty: 4175.345703
	Iteration 28Q: 3 clusters Score -545171.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -545179.750000 Penalty: 4175.345703
	Iteration 29Q: 3 clusters Score -545179.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -545186.375000 Penalty: 4175.345703
	Iteration 30Q: 3 clusters Score -545186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -545194.125000 Penalty: 4175.345703
	Iteration 31Q: 3 clusters Score -545194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -545201.250000 Penalty: 4175.345703
	Iteration 32Q: 3 clusters Score -545201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -545207.375000 Penalty: 4175.345703
	Iteration 33Q: 3 clusters Score -545207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -545214.687500 Penalty: 4175.345703
	Iteration 34Q: 3 clusters Score -545214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -545218.062500 Penalty: 4175.345703
	Iteration 35Q: 3 clusters Score -545218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -545222.687500 Penalty: 4175.345703
	Iteration 36Q: 3 clusters Score -545222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -545228.687500 Penalty: 4175.345703
	Iteration 37Q: 3 clusters Score -545228.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -545241.000000 Penalty: 4175.345703
	Iteration 38Q: 3 clusters Score -545241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -545248.125000 Penalty: 4175.345703
	Iteration 39Q: 3 clusters Score -545248.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -545252.062500 Penalty: 4175.345703
	Iteration 40F: 3 clusters Score -545252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -545255.312500 Penalty: 4175.345703
	Iteration 41Q: 3 clusters Score -545255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -545259.625000 Penalty: 4175.345703
	Iteration 42Q: 3 clusters Score -545259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -545261.062500 Penalty: 4175.345703
	Iteration 43Q: 3 clusters Score -545261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -545264.625000 Penalty: 4175.345703
	Iteration 44Q: 3 clusters Score -545264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -545267.625000 Penalty: 4175.345703
	Iteration 45Q: 3 clusters Score -545267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -545274.437500 Penalty: 4175.345703
	Iteration 46Q: 3 clusters Score -545274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -545282.687500 Penalty: 4175.345703
	Iteration 47Q: 3 clusters Score -545282.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -545286.500000 Penalty: 4175.345703
	Iteration 48Q: 3 clusters Score -545286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -545290.000000 Penalty: 4175.345703
	Iteration 49Q: 3 clusters Score -545290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -545294.875000 Penalty: 4175.345703
	Iteration 50Q: 3 clusters Score -545294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -545301.812500 Penalty: 4175.345703
	Iteration 51Q: 3 clusters Score -545301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -545312.250000 Penalty: 4175.345703
	Iteration 52Q: 3 clusters Score -545312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -545319.062500 Penalty: 4175.345703
	Iteration 53Q: 3 clusters Score -545319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -545324.000000 Penalty: 4175.345703
	Iteration 54Q: 3 clusters Score -545324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -545327.937500 Penalty: 4175.345703
	Iteration 55Q: 3 clusters Score -545327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545333.750000 Penalty: 4175.345703
	Iteration 56Q: 3 clusters Score -545333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -545338.812500 Penalty: 4175.345703
	Iteration 57Q: 3 clusters Score -545338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -545342.375000 Penalty: 4175.345703
	Iteration 58Q: 3 clusters Score -545342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -545345.500000 Penalty: 4175.345703
	Iteration 59Q: 3 clusters Score -545345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -545353.625000 Penalty: 4175.345703
	Iteration 60F: 3 clusters Score -545353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -545359.937500 Penalty: 4175.345703
	Iteration 61Q: 3 clusters Score -545359.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -545366.437500 Penalty: 4175.345703
	Iteration 62Q: 3 clusters Score -545366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -545370.500000 Penalty: 4175.345703
	Iteration 63Q: 3 clusters Score -545370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -545375.687500 Penalty: 4175.345703
	Iteration 64Q: 3 clusters Score -545375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -545385.187500 Penalty: 4175.345703
	Iteration 65Q: 3 clusters Score -545385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -545391.875000 Penalty: 4175.345703
	Iteration 66Q: 3 clusters Score -545391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -545396.250000 Penalty: 4175.345703
	Iteration 67Q: 3 clusters Score -545396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -545399.500000 Penalty: 4175.345703
	Iteration 68Q: 3 clusters Score -545399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -545402.250000 Penalty: 4175.345703
	Iteration 69Q: 3 clusters Score -545402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -545406.250000 Penalty: 4175.345703
	Iteration 70Q: 3 clusters Score -545406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -545408.437500 Penalty: 4175.345703
	Iteration 71Q: 3 clusters Score -545408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -545408.562500 Penalty: 4175.345703
	Iteration 72Q: 3 clusters Score -545408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -545411.062500 Penalty: 4175.345703
	Iteration 73Q: 3 clusters Score -545411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -545411.875000 Penalty: 4175.345703
	Iteration 74Q: 3 clusters Score -545411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545414.750000 Penalty: 4175.345703
	Iteration 75Q: 3 clusters Score -545414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -545418.312500 Penalty: 4175.345703
	Iteration 76Q: 3 clusters Score -545418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545419.750000 Penalty: 4175.345703
	Iteration 77Q: 3 clusters Score -545419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -545419.312500 Penalty: 4175.345703
	Iteration 78Q: 3 clusters Score -545419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -545419.687500 Penalty: 4175.345703
	Iteration 79Q: 3 clusters Score -545419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -545420.750000 Penalty: 4175.345703
	Iteration 80F: 3 clusters Score -545420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -545422.312500 Penalty: 4175.345703
	Iteration 81Q: 3 clusters Score -545422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -545422.562500 Penalty: 4175.345703
	Iteration 82Q: 3 clusters Score -545422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -545425.000000 Penalty: 4175.345703
	Iteration 83Q: 3 clusters Score -545425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -545426.375000 Penalty: 4175.345703
	Iteration 84Q: 3 clusters Score -545426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -545427.812500 Penalty: 4175.345703
	Iteration 85Q: 3 clusters Score -545427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -545428.937500 Penalty: 4175.345703
	Iteration 86Q: 3 clusters Score -545428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -545429.375000 Penalty: 4175.345703
	Iteration 87Q: 3 clusters Score -545429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -545431.562500 Penalty: 4175.345703
	Iteration 88Q: 3 clusters Score -545431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -545436.187500 Penalty: 4175.345703
	Iteration 89Q: 3 clusters Score -545436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -545436.312500 Penalty: 4175.345703
	Iteration 90Q: 3 clusters Score -545436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -545438.750000 Penalty: 4175.345703
	Iteration 91Q: 3 clusters Score -545438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -545438.875000 Penalty: 4175.345703
	Iteration 92Q: 3 clusters Score -545438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -545440.062500 Penalty: 4175.345703
	Iteration 93Q: 3 clusters Score -545440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -545441.062500 Penalty: 4175.345703
	Iteration 94Q: 3 clusters Score -545441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -545441.812500 Penalty: 4175.345703
	Iteration 95Q: 3 clusters Score -545441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -545441.812500 Penalty: 4175.345703
	Iteration 96F: 3 clusters Score -545441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Entering Unmasked Estep 
Score: -1523049.625000 Penalty: 2335.322266
	Iteration 0F: 2 clusters Score -1523050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1513904.375000 Penalty: 4670.644531
	Iteration 0F: 3 clusters Score -1513904 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1516760.875000 Penalty: 4670.644531
	Iteration 1F: 3 clusters Score -1516761 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1517137.875000 Penalty: 4670.644531
	Iteration 2F: 3 clusters Score -1517138 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1517505.125000 Penalty: 4670.644531
	Iteration 3F: 3 clusters Score -1517505 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1517900.375000 Penalty: 4670.644531
	Iteration 4F: 3 clusters Score -1517900 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1518292.125000 Penalty: 4670.644531
	Iteration 5F: 3 clusters Score -1518292 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1518687.750000 Penalty: 4670.644531
	Iteration 6F: 3 clusters Score -1518688 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1519064.875000 Penalty: 4670.644531
	Iteration 7F: 3 clusters Score -1519065 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1519409.625000 Penalty: 4670.644531
	Iteration 8Q: 3 clusters Score -1519410 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1519707.875000 Penalty: 4670.644531
	Iteration 9Q: 3 clusters Score -1519708 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1519921.875000 Penalty: 4670.644531
	Iteration 10Q: 3 clusters Score -1519922 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1520100.375000 Penalty: 4670.644531
	Iteration 11Q: 3 clusters Score -1520100 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1520241.875000 Penalty: 4670.644531
	Iteration 12Q: 3 clusters Score -1520242 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1520369.250000 Penalty: 4670.644531
	Iteration 13Q: 3 clusters Score -1520369 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1520481.625000 Penalty: 4670.644531
	Iteration 14Q: 3 clusters Score -1520482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1520581.250000 Penalty: 4670.644531
	Iteration 15Q: 3 clusters Score -1520581 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1520682.250000 Penalty: 4670.644531
	Iteration 16Q: 3 clusters Score -1520682 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1520778.875000 Penalty: 4670.644531
	Iteration 17Q: 3 clusters Score -1520779 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1520842.375000 Penalty: 4670.644531
	Iteration 18Q: 3 clusters Score -1520842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1520900.000000 Penalty: 4670.644531
	Iteration 19Q: 3 clusters Score -1520900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1520958.250000 Penalty: 4670.644531
	Iteration 20F: 3 clusters Score -1520958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1521011.750000 Penalty: 4670.644531
	Iteration 21Q: 3 clusters Score -1521012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1521050.750000 Penalty: 4670.644531
	Iteration 22Q: 3 clusters Score -1521051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1521096.000000 Penalty: 4670.644531
	Iteration 23Q: 3 clusters Score -1521096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1521143.500000 Penalty: 4670.644531
	Iteration 24Q: 3 clusters Score -1521144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1521174.625000 Penalty: 4670.644531
	Iteration 25Q: 3 clusters Score -1521175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1521211.125000 Penalty: 4670.644531
	Iteration 26Q: 3 clusters Score -1521211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1521241.375000 Penalty: 4670.644531
	Iteration 27Q: 3 clusters Score -1521241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1521280.625000 Penalty: 4670.644531
	Iteration 28Q: 3 clusters Score -1521281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1521317.875000 Penalty: 4670.644531
	Iteration 29Q: 3 clusters Score -1521318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1521362.500000 Penalty: 4670.644531
	Iteration 30Q: 3 clusters Score -1521362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1521402.000000 Penalty: 4670.644531
	Iteration 31Q: 3 clusters Score -1521402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1521430.625000 Penalty: 4670.644531
	Iteration 32Q: 3 clusters Score -1521431 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1521454.375000 Penalty: 4670.644531
	Iteration 33Q: 3 clusters Score -1521454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1521477.000000 Penalty: 4670.644531
	Iteration 34Q: 3 clusters Score -1521477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1521490.500000 Penalty: 4670.644531
	Iteration 35Q: 3 clusters Score -1521490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1521503.625000 Penalty: 4670.644531
	Iteration 36Q: 3 clusters Score -1521504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1521516.000000 Penalty: 4670.644531
	Iteration 37Q: 3 clusters Score -1521516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1521520.000000 Penalty: 4670.644531
	Iteration 38Q: 3 clusters Score -1521520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1521521.625000 Penalty: 4670.644531
	Iteration 39Q: 3 clusters Score -1521522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1521531.500000 Penalty: 4670.644531
	Iteration 40F: 3 clusters Score -1521532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1521536.125000 Penalty: 4670.644531
	Iteration 41Q: 3 clusters Score -1521536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1521544.375000 Penalty: 4670.644531
	Iteration 42Q: 3 clusters Score -1521544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1521551.375000 Penalty: 4670.644531
	Iteration 43Q: 3 clusters Score -1521551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1521558.500000 Penalty: 4670.644531
	Iteration 44Q: 3 clusters Score -1521558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1521560.875000 Penalty: 4670.644531
	Iteration 45Q: 3 clusters Score -1521561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1521561.125000 Penalty: 4670.644531
	Iteration 46Q: 3 clusters Score -1521561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1521563.375000 Penalty: 4670.644531
	Iteration 47Q: 3 clusters Score -1521563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1521567.000000 Penalty: 4670.644531
	Iteration 48Q: 3 clusters Score -1521567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1521570.625000 Penalty: 4670.644531
	Iteration 49Q: 3 clusters Score -1521571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1521574.750000 Penalty: 4670.644531
	Iteration 50Q: 3 clusters Score -1521575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1521578.000000 Penalty: 4670.644531
	Iteration 51Q: 3 clusters Score -1521578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1521577.250000 Penalty: 4670.644531
	Iteration 52Q: 3 clusters Score -1521577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1521578.000000 Penalty: 4670.644531
	Iteration 53Q: 3 clusters Score -1521578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1521581.375000 Penalty: 4670.644531
	Iteration 54Q: 3 clusters Score -1521581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1521587.125000 Penalty: 4670.644531
	Iteration 55Q: 3 clusters Score -1521587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1521590.500000 Penalty: 4670.644531
	Iteration 56Q: 3 clusters Score -1521590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1521595.375000 Penalty: 4670.644531
	Iteration 57Q: 3 clusters Score -1521595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1521598.125000 Penalty: 4670.644531
	Iteration 58Q: 3 clusters Score -1521598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1521602.375000 Penalty: 4670.644531
	Iteration 59Q: 3 clusters Score -1521602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1521606.500000 Penalty: 4670.644531
	Iteration 60F: 3 clusters Score -1521606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1521606.250000 Penalty: 4670.644531
	Iteration 61Q: 3 clusters Score -1521606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1521609.750000 Penalty: 4670.644531
	Iteration 62Q: 3 clusters Score -1521610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1521614.250000 Penalty: 4670.644531
	Iteration 63Q: 3 clusters Score -1521614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1521615.875000 Penalty: 4670.644531
	Iteration 64Q: 3 clusters Score -1521616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1521612.500000 Penalty: 4670.644531
	Iteration 65Q: 3 clusters Score -1521612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1521612.750000 Penalty: 4670.644531
	Iteration 66Q: 3 clusters Score -1521613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1521611.625000 Penalty: 4670.644531
	Iteration 67Q: 3 clusters Score -1521612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1521615.250000 Penalty: 4670.644531
	Iteration 68Q: 3 clusters Score -1521615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1521622.500000 Penalty: 4670.644531
	Iteration 69Q: 3 clusters Score -1521622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1521627.000000 Penalty: 4670.644531
	Iteration 70Q: 3 clusters Score -1521627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1521634.125000 Penalty: 4670.644531
	Iteration 71Q: 3 clusters Score -1521634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1521640.500000 Penalty: 4670.644531
	Iteration 72Q: 3 clusters Score -1521640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1521645.125000 Penalty: 4670.644531
	Iteration 73Q: 3 clusters Score -1521645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1521647.500000 Penalty: 4670.644531
	Iteration 74Q: 3 clusters Score -1521648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1521657.000000 Penalty: 4670.644531
	Iteration 75Q: 3 clusters Score -1521657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1521662.875000 Penalty: 4670.644531
	Iteration 76Q: 3 clusters Score -1521663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1521664.500000 Penalty: 4670.644531
	Iteration 77Q: 3 clusters Score -1521664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1521663.000000 Penalty: 4670.644531
	Iteration 78Q: 3 clusters Score -1521663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1521671.125000 Penalty: 4670.644531
	Iteration 79Q: 3 clusters Score -1521671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1521674.750000 Penalty: 4670.644531
	Iteration 80F: 3 clusters Score -1521675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1521680.750000 Penalty: 4670.644531
	Iteration 81Q: 3 clusters Score -1521681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1521683.000000 Penalty: 4670.644531
	Iteration 82Q: 3 clusters Score -1521683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1521690.375000 Penalty: 4670.644531
	Iteration 83Q: 3 clusters Score -1521690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1521691.000000 Penalty: 4670.644531
	Iteration 84Q: 3 clusters Score -1521691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1521690.625000 Penalty: 4670.644531
	Iteration 85Q: 3 clusters Score -1521691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1521691.625000 Penalty: 4670.644531
	Iteration 86Q: 3 clusters Score -1521692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1521695.000000 Penalty: 4670.644531
	Iteration 87Q: 3 clusters Score -1521695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1521692.500000 Penalty: 4670.644531
	Iteration 88Q: 3 clusters Score -1521692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1521692.500000 Penalty: 4670.644531
	Iteration 89Q: 3 clusters Score -1521692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1521693.250000 Penalty: 4670.644531
	Iteration 90Q: 3 clusters Score -1521693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1521694.500000 Penalty: 4670.644531
	Iteration 91Q: 3 clusters Score -1521694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1521693.000000 Penalty: 4670.644531
	Iteration 92Q: 3 clusters Score -1521693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1521693.375000 Penalty: 4670.644531
	Iteration 93Q: 3 clusters Score -1521693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1521693.375000 Penalty: 4670.644531
	Iteration 94F: 3 clusters Score -1521693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (242726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242726 members 
Entering Unmasked Estep 
Score: -30494086.000000 Penalty: 3075.122803
	Iteration 0F: 2 clusters Score -3.049409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 121444 members 
Entering Unmasked Estep 
Score: -30352234.000000 Penalty: 6150.245605
	Iteration 0F: 3 clusters Score -3.035223e+07 nChanged 117038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -30420658.000000 Penalty: 6150.245605
	Iteration 1F: 3 clusters Score -3.042066e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -30421910.000000 Penalty: 6150.245605
	Iteration 2Q: 3 clusters Score -3.042191e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 131563 members 
Entering Unmasked Estep 
Score: -30423402.000000 Penalty: 6150.245605
	Iteration 3Q: 3 clusters Score -3.04234e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 137643 members 
Entering Unmasked Estep 
Score: -30426334.000000 Penalty: 6150.245605
	Iteration 4Q: 3 clusters Score -3.042633e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -30431220.000000 Penalty: 6150.245605
	Iteration 5Q: 3 clusters Score -3.043122e+07 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -30439688.000000 Penalty: 6150.245605
	Iteration 6F: 3 clusters Score -3.043969e+07 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -30451254.000000 Penalty: 6150.245605
	Iteration 7F: 3 clusters Score -3.045125e+07 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 196571 members 
Entering Unmasked Estep 
Score: -30463386.000000 Penalty: 6150.245605
	Iteration 8F: 3 clusters Score -3.046339e+07 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 213721 members 
Entering Unmasked Estep 
Score: -30474408.000000 Penalty: 6150.245605
	Iteration 9F: 3 clusters Score -3.047441e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 226672 members 
Entering Unmasked Estep 
Score: -30482256.000000 Penalty: 6150.245605
	Iteration 10F: 3 clusters Score -3.048226e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 234662 members 
Entering Unmasked Estep 
Score: -30487116.000000 Penalty: 6150.245605
	Iteration 11Q: 3 clusters Score -3.048712e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 238619 members 
Entering Unmasked Estep 
Score: -30489774.000000 Penalty: 6150.245605
	Iteration 12Q: 3 clusters Score -3.048977e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 240238 members 
Entering Unmasked Estep 
Score: -30491008.000000 Penalty: 6150.245605
	Iteration 13Q: 3 clusters Score -3.049101e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 240814 members 
Entering Unmasked Estep 
Score: -30491556.000000 Penalty: 6150.245605
	Iteration 14Q: 3 clusters Score -3.049156e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 241032 members 
Entering Unmasked Estep 
Score: -30491862.000000 Penalty: 6150.245605
	Iteration 15Q: 3 clusters Score -3.049186e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 241132 members 
Entering Unmasked Estep 
Score: -30492038.000000 Penalty: 6150.245605
	Iteration 16Q: 3 clusters Score -3.049204e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 241183 members 
Entering Unmasked Estep 
Score: -30492184.000000 Penalty: 6150.245605
	Iteration 17Q: 3 clusters Score -3.049218e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 241238 members 
Entering Unmasked Estep 
Score: -30492186.000000 Penalty: 6150.245605
	Iteration 18Q: 3 clusters Score -3.049219e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 241262 members 
Entering Unmasked Estep 
Score: -30492222.000000 Penalty: 6150.245605
	Iteration 19Q: 3 clusters Score -3.049222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 241273 members 
Entering Unmasked Estep 
Score: -30492280.000000 Penalty: 6150.245605
	Iteration 20F: 3 clusters Score -3.049228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 241281 members 
Entering Unmasked Estep 
Score: -30492322.000000 Penalty: 6150.245605
	Iteration 21Q: 3 clusters Score -3.049232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -30492342.000000 Penalty: 6150.245605
	Iteration 22Q: 3 clusters Score -3.049234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 241296 members 
Entering Unmasked Estep 
Score: -30492366.000000 Penalty: 6150.245605
	Iteration 23Q: 3 clusters Score -3.049237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 241304 members 
Entering Unmasked Estep 
Score: -30492354.000000 Penalty: 6150.245605
	Iteration 24Q: 3 clusters Score -3.049235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 241312 members 
Entering Unmasked Estep 
Score: -30492350.000000 Penalty: 6150.245605
	Iteration 25Q: 3 clusters Score -3.049235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 241311 members 
Entering Unmasked Estep 
Score: -30492364.000000 Penalty: 6150.245605
	Iteration 26Q: 3 clusters Score -3.049236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 241306 members 
Entering Unmasked Estep 
Score: -30492370.000000 Penalty: 6150.245605
	Iteration 27Q: 3 clusters Score -3.049237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 241303 members 
Entering Unmasked Estep 
Score: -30492400.000000 Penalty: 6150.245605
	Iteration 28Q: 3 clusters Score -3.04924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 241297 members 
Entering Unmasked Estep 
Score: -30492424.000000 Penalty: 6150.245605
	Iteration 29Q: 3 clusters Score -3.049242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 241293 members 
Entering Unmasked Estep 
Score: -30492404.000000 Penalty: 6150.245605
	Iteration 30Q: 3 clusters Score -3.04924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -30492426.000000 Penalty: 6150.245605
	Iteration 31Q: 3 clusters Score -3.049243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 241278 members 
Entering Unmasked Estep 
Score: -30492430.000000 Penalty: 6150.245605
	Iteration 32Q: 3 clusters Score -3.049243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 241274 members 
Entering Unmasked Estep 
Score: -30492436.000000 Penalty: 6150.245605
	Iteration 33Q: 3 clusters Score -3.049244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 241272 members 
Entering Unmasked Estep 
Score: -30492424.000000 Penalty: 6150.245605
	Iteration 34Q: 3 clusters Score -3.049242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 241271 members 
Entering Unmasked Estep 
Score: -30492434.000000 Penalty: 6150.245605
	Iteration 35Q: 3 clusters Score -3.049243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 241268 members 
Entering Unmasked Estep 
Score: -30492446.000000 Penalty: 6150.245605
	Iteration 36Q: 3 clusters Score -3.049245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 241266 members 
Entering Unmasked Estep 
Score: -30492454.000000 Penalty: 6150.245605
	Iteration 37Q: 3 clusters Score -3.049245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 241268 members 
Entering Unmasked Estep 
Score: -30492436.000000 Penalty: 6150.245605
	Iteration 38Q: 3 clusters Score -3.049244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 241266 members 
Entering Unmasked Estep 
Score: -30492444.000000 Penalty: 6150.245605
	Iteration 39Q: 3 clusters Score -3.049244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 241266 members 
Entering Unmasked Estep 
Score: -30492454.000000 Penalty: 6150.245605
	Iteration 40F: 3 clusters Score -3.049245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 241267 members 
Entering Unmasked Estep 
Score: -30492440.000000 Penalty: 6150.245605
	Iteration 41Q: 3 clusters Score -3.049244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 241270 members 
Entering Unmasked Estep 
Score: -30492446.000000 Penalty: 6150.245605
	Iteration 42Q: 3 clusters Score -3.049245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 241271 members 
Entering Unmasked Estep 
Score: -30492434.000000 Penalty: 6150.245605
	Iteration 43Q: 3 clusters Score -3.049243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 241273 members 
Entering Unmasked Estep 
Score: -30492444.000000 Penalty: 6150.245605
	Iteration 44Q: 3 clusters Score -3.049244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 241276 members 
Entering Unmasked Estep 
Score: -30492460.000000 Penalty: 6150.245605
	Iteration 45Q: 3 clusters Score -3.049246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 241281 members 
Entering Unmasked Estep 
Score: -30492470.000000 Penalty: 6150.245605
	Iteration 46Q: 3 clusters Score -3.049247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 241283 members 
Entering Unmasked Estep 
Score: -30492476.000000 Penalty: 6150.245605
	Iteration 47Q: 3 clusters Score -3.049248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 241286 members 
Entering Unmasked Estep 
Score: -30492500.000000 Penalty: 6150.245605
	Iteration 48Q: 3 clusters Score -3.04925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -30492524.000000 Penalty: 6150.245605
	Iteration 49Q: 3 clusters Score -3.049252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 241284 members 
Entering Unmasked Estep 
Score: -30492534.000000 Penalty: 6150.245605
	Iteration 50Q: 3 clusters Score -3.049253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 241286 members 
Entering Unmasked Estep 
Score: -30492522.000000 Penalty: 6150.245605
	Iteration 51Q: 3 clusters Score -3.049252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 241287 members 
Entering Unmasked Estep 
Score: -30492522.000000 Penalty: 6150.245605
	Iteration 52Q: 3 clusters Score -3.049252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 241290 members 
Entering Unmasked Estep 
Score: -30492510.000000 Penalty: 6150.245605
	Iteration 53Q: 3 clusters Score -3.049251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -30492542.000000 Penalty: 6150.245605
	Iteration 54Q: 3 clusters Score -3.049254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 241290 members 
Entering Unmasked Estep 
Score: -30492530.000000 Penalty: 6150.245605
	Iteration 55Q: 3 clusters Score -3.049253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -30492514.000000 Penalty: 6150.245605
	Iteration 56Q: 3 clusters Score -3.049251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 241288 members 
Entering Unmasked Estep 
Score: -30492532.000000 Penalty: 6150.245605
	Iteration 57Q: 3 clusters Score -3.049253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -30492532.000000 Penalty: 6150.245605
	Iteration 58Q: 3 clusters Score -3.049253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 241285 members 
Entering Unmasked Estep 
Score: -30492532.000000 Penalty: 6150.245605
	Iteration 59F: 3 clusters Score -3.049253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Entering Unmasked Estep 
Score: -4115602.500000 Penalty: 2580.677734
	Iteration 0F: 2 clusters Score -4115602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4093185.250000 Penalty: 5161.355469
	Iteration 0F: 3 clusters Score -4093185 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4101234.250000 Penalty: 5161.355469
	Iteration 1F: 3 clusters Score -4101234 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4101676.250000 Penalty: 5161.355469
	Iteration 2Q: 3 clusters Score -4101676 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4102113.000000 Penalty: 5161.355469
	Iteration 3Q: 3 clusters Score -4102113 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4102603.250000 Penalty: 5161.355469
	Iteration 4Q: 3 clusters Score -4102603 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4103194.250000 Penalty: 5161.355469
	Iteration 5Q: 3 clusters Score -4103194 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4104033.750000 Penalty: 5161.355469
	Iteration 6F: 3 clusters Score -4104034 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4105263.500000 Penalty: 5161.355469
	Iteration 7F: 3 clusters Score -4105264 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -4106983.500000 Penalty: 5161.355469
	Iteration 8F: 3 clusters Score -4106984 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4109018.000000 Penalty: 5161.355469
	Iteration 9F: 3 clusters Score -4109018 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4110876.250000 Penalty: 5161.355469
	Iteration 10F: 3 clusters Score -4110876 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4112079.500000 Penalty: 5161.355469
	Iteration 11Q: 3 clusters Score -4112080 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4112642.250000 Penalty: 5161.355469
	Iteration 12Q: 3 clusters Score -4112642 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4112912.750000 Penalty: 5161.355469
	Iteration 13Q: 3 clusters Score -4112913 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4113093.750000 Penalty: 5161.355469
	Iteration 14Q: 3 clusters Score -4113094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4113196.250000 Penalty: 5161.355469
	Iteration 15Q: 3 clusters Score -4113196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4113250.750000 Penalty: 5161.355469
	Iteration 16Q: 3 clusters Score -4113251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4113277.750000 Penalty: 5161.355469
	Iteration 17Q: 3 clusters Score -4113278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4113294.750000 Penalty: 5161.355469
	Iteration 18Q: 3 clusters Score -4113295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4113311.750000 Penalty: 5161.355469
	Iteration 19Q: 3 clusters Score -4113312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4113319.750000 Penalty: 5161.355469
	Iteration 20F: 3 clusters Score -4113320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4113329.250000 Penalty: 5161.355469
	Iteration 21Q: 3 clusters Score -4113329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4113335.250000 Penalty: 5161.355469
	Iteration 22Q: 3 clusters Score -4113335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4113331.750000 Penalty: 5161.355469
	Iteration 23Q: 3 clusters Score -4113332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4113333.250000 Penalty: 5161.355469
	Iteration 24Q: 3 clusters Score -4113333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4113335.750000 Penalty: 5161.355469
	Iteration 25Q: 3 clusters Score -4113336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4113335.750000 Penalty: 5161.355469
	Iteration 26F: 3 clusters Score -4113336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Entering Unmasked Estep 
Score: -4372142.000000 Penalty: 2593.877197
	Iteration 0F: 2 clusters Score -4372142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4348428.000000 Penalty: 5187.754395
	Iteration 0F: 3 clusters Score -4348428 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4357311.500000 Penalty: 5187.754395
	Iteration 1F: 3 clusters Score -4357312 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4357933.500000 Penalty: 5187.754395
	Iteration 2Q: 3 clusters Score -4357934 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4358555.500000 Penalty: 5187.754395
	Iteration 3Q: 3 clusters Score -4358556 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4359226.000000 Penalty: 5187.754395
	Iteration 4Q: 3 clusters Score -4359226 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4359863.000000 Penalty: 5187.754395
	Iteration 5Q: 3 clusters Score -4359863 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4360474.500000 Penalty: 5187.754395
	Iteration 6Q: 3 clusters Score -4360474 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4361084.500000 Penalty: 5187.754395
	Iteration 7Q: 3 clusters Score -4361084 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4361792.000000 Penalty: 5187.754395
	Iteration 8Q: 3 clusters Score -4361792 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4362626.000000 Penalty: 5187.754395
	Iteration 9Q: 3 clusters Score -4362626 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4363525.000000 Penalty: 5187.754395
	Iteration 10Q: 3 clusters Score -4363525 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4364566.000000 Penalty: 5187.754395
	Iteration 11Q: 3 clusters Score -4364566 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4365693.000000 Penalty: 5187.754395
	Iteration 12Q: 3 clusters Score -4365693 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4366842.500000 Penalty: 5187.754395
	Iteration 13Q: 3 clusters Score -4366842 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4367854.500000 Penalty: 5187.754395
	Iteration 14Q: 3 clusters Score -4367854 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4368597.000000 Penalty: 5187.754395
	Iteration 15Q: 3 clusters Score -4368597 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4369127.000000 Penalty: 5187.754395
	Iteration 16Q: 3 clusters Score -4369127 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4369503.000000 Penalty: 5187.754395
	Iteration 17Q: 3 clusters Score -4369503 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4369758.000000 Penalty: 5187.754395
	Iteration 18Q: 3 clusters Score -4369758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4369913.500000 Penalty: 5187.754395
	Iteration 19Q: 3 clusters Score -4369914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4370032.500000 Penalty: 5187.754395
	Iteration 20F: 3 clusters Score -4370032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4370107.500000 Penalty: 5187.754395
	Iteration 21Q: 3 clusters Score -4370108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4370153.000000 Penalty: 5187.754395
	Iteration 22Q: 3 clusters Score -4370153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4370175.000000 Penalty: 5187.754395
	Iteration 23Q: 3 clusters Score -4370175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4370203.500000 Penalty: 5187.754395
	Iteration 24Q: 3 clusters Score -4370204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4370211.000000 Penalty: 5187.754395
	Iteration 25Q: 3 clusters Score -4370211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4370223.500000 Penalty: 5187.754395
	Iteration 26Q: 3 clusters Score -4370224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4370236.000000 Penalty: 5187.754395
	Iteration 27Q: 3 clusters Score -4370236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4370240.500000 Penalty: 5187.754395
	Iteration 28Q: 3 clusters Score -4370240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4370245.500000 Penalty: 5187.754395
	Iteration 29Q: 3 clusters Score -4370246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4370251.000000 Penalty: 5187.754395
	Iteration 30Q: 3 clusters Score -4370251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4370252.500000 Penalty: 5187.754395
	Iteration 31Q: 3 clusters Score -4370252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4370253.000000 Penalty: 5187.754395
	Iteration 32Q: 3 clusters Score -4370253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4370255.000000 Penalty: 5187.754395
	Iteration 33Q: 3 clusters Score -4370255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4370257.000000 Penalty: 5187.754395
	Iteration 34Q: 3 clusters Score -4370257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4370254.500000 Penalty: 5187.754395
	Iteration 35Q: 3 clusters Score -4370254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4370253.000000 Penalty: 5187.754395
	Iteration 36Q: 3 clusters Score -4370253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4370257.500000 Penalty: 5187.754395
	Iteration 37Q: 3 clusters Score -4370258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4370258.000000 Penalty: 5187.754395
	Iteration 38Q: 3 clusters Score -4370258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4370258.000000 Penalty: 5187.754395
	Iteration 39F: 3 clusters Score -4370258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -1875059.125000 Penalty: 2319.019287
	Iteration 0F: 2 clusters Score -1875059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1866470.125000 Penalty: 4638.038574
	Iteration 0F: 3 clusters Score -1866470 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1869576.000000 Penalty: 4638.038574
	Iteration 1F: 3 clusters Score -1869576 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1870691.250000 Penalty: 4638.038574
	Iteration 2F: 3 clusters Score -1870691 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1871954.625000 Penalty: 4638.038574
	Iteration 3F: 3 clusters Score -1871955 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1873199.125000 Penalty: 4638.038574
	Iteration 4F: 3 clusters Score -1873199 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1874174.625000 Penalty: 4638.038574
	Iteration 5F: 3 clusters Score -1874175 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1874822.125000 Penalty: 4638.038574
	Iteration 6F: 3 clusters Score -1874822 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1875199.125000 Penalty: 4638.038574
	Iteration 7Q: 3 clusters Score -1875199 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1875365.500000 Penalty: 4638.038574
	Iteration 8Q: 3 clusters Score -1875366 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1875477.125000 Penalty: 4638.038574
	Iteration 9Q: 3 clusters Score -1875477 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1875559.875000 Penalty: 4638.038574
	Iteration 10Q: 3 clusters Score -1875560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1875616.625000 Penalty: 4638.038574
	Iteration 11Q: 3 clusters Score -1875617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1875652.250000 Penalty: 4638.038574
	Iteration 12Q: 3 clusters Score -1875652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1875709.250000 Penalty: 4638.038574
	Iteration 13Q: 3 clusters Score -1875709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1875757.875000 Penalty: 4638.038574
	Iteration 14Q: 3 clusters Score -1875758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1875808.500000 Penalty: 4638.038574
	Iteration 15Q: 3 clusters Score -1875808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1875852.750000 Penalty: 4638.038574
	Iteration 16Q: 3 clusters Score -1875853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1875892.250000 Penalty: 4638.038574
	Iteration 17Q: 3 clusters Score -1875892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1875920.500000 Penalty: 4638.038574
	Iteration 18Q: 3 clusters Score -1875920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1875940.250000 Penalty: 4638.038574
	Iteration 19Q: 3 clusters Score -1875940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1875950.625000 Penalty: 4638.038574
	Iteration 20F: 3 clusters Score -1875951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1875965.750000 Penalty: 4638.038574
	Iteration 21Q: 3 clusters Score -1875966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1875981.750000 Penalty: 4638.038574
	Iteration 22Q: 3 clusters Score -1875982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1875988.875000 Penalty: 4638.038574
	Iteration 23Q: 3 clusters Score -1875989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1875995.375000 Penalty: 4638.038574
	Iteration 24Q: 3 clusters Score -1875995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1876012.875000 Penalty: 4638.038574
	Iteration 25Q: 3 clusters Score -1876013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1876015.625000 Penalty: 4638.038574
	Iteration 26Q: 3 clusters Score -1876016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1876029.750000 Penalty: 4638.038574
	Iteration 27Q: 3 clusters Score -1876030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1876039.125000 Penalty: 4638.038574
	Iteration 28Q: 3 clusters Score -1876039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1876051.375000 Penalty: 4638.038574
	Iteration 29Q: 3 clusters Score -1876051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1876069.625000 Penalty: 4638.038574
	Iteration 30Q: 3 clusters Score -1876070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1876077.625000 Penalty: 4638.038574
	Iteration 31Q: 3 clusters Score -1876078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1876086.250000 Penalty: 4638.038574
	Iteration 32Q: 3 clusters Score -1876086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1876086.375000 Penalty: 4638.038574
	Iteration 33Q: 3 clusters Score -1876086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1876086.750000 Penalty: 4638.038574
	Iteration 34Q: 3 clusters Score -1876087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1876091.625000 Penalty: 4638.038574
	Iteration 35Q: 3 clusters Score -1876092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1876090.625000 Penalty: 4638.038574
	Iteration 36Q: 3 clusters Score -1876091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1876095.875000 Penalty: 4638.038574
	Iteration 37Q: 3 clusters Score -1876096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1876100.875000 Penalty: 4638.038574
	Iteration 38Q: 3 clusters Score -1876101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1876094.750000 Penalty: 4638.038574
	Iteration 39Q: 3 clusters Score -1876095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1876097.500000 Penalty: 4638.038574
	Iteration 40F: 3 clusters Score -1876098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1876103.000000 Penalty: 4638.038574
	Iteration 41Q: 3 clusters Score -1876103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1876105.000000 Penalty: 4638.038574
	Iteration 42Q: 3 clusters Score -1876105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1876107.125000 Penalty: 4638.038574
	Iteration 43Q: 3 clusters Score -1876107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1876106.750000 Penalty: 4638.038574
	Iteration 44Q: 3 clusters Score -1876107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1876106.125000 Penalty: 4638.038574
	Iteration 45Q: 3 clusters Score -1876106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1876110.875000 Penalty: 4638.038574
	Iteration 46Q: 3 clusters Score -1876111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1876108.625000 Penalty: 4638.038574
	Iteration 47Q: 3 clusters Score -1876109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1876113.375000 Penalty: 4638.038574
	Iteration 48Q: 3 clusters Score -1876113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1876109.750000 Penalty: 4638.038574
	Iteration 49Q: 3 clusters Score -1876110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1876113.250000 Penalty: 4638.038574
	Iteration 50Q: 3 clusters Score -1876113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1876113.000000 Penalty: 4638.038574
	Iteration 51Q: 3 clusters Score -1876113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1876116.375000 Penalty: 4638.038574
	Iteration 52Q: 3 clusters Score -1876116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1876117.250000 Penalty: 4638.038574
	Iteration 53Q: 3 clusters Score -1876117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1876113.000000 Penalty: 4638.038574
	Iteration 54Q: 3 clusters Score -1876113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1876123.000000 Penalty: 4638.038574
	Iteration 55Q: 3 clusters Score -1876123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1876114.125000 Penalty: 4638.038574
	Iteration 56Q: 3 clusters Score -1876114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1876119.750000 Penalty: 4638.038574
	Iteration 57Q: 3 clusters Score -1876120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1876118.000000 Penalty: 4638.038574
	Iteration 58Q: 3 clusters Score -1876118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1876120.250000 Penalty: 4638.038574
	Iteration 59Q: 3 clusters Score -1876120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1876122.250000 Penalty: 4638.038574
	Iteration 60F: 3 clusters Score -1876122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1876119.500000 Penalty: 4638.038574
	Iteration 61Q: 3 clusters Score -1876120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1876120.625000 Penalty: 4638.038574
	Iteration 62Q: 3 clusters Score -1876121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1876127.250000 Penalty: 4638.038574
	Iteration 63Q: 3 clusters Score -1876127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1876123.250000 Penalty: 4638.038574
	Iteration 64Q: 3 clusters Score -1876123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1876122.875000 Penalty: 4638.038574
	Iteration 65Q: 3 clusters Score -1876123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1876122.750000 Penalty: 4638.038574
	Iteration 66Q: 3 clusters Score -1876123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1876126.125000 Penalty: 4638.038574
	Iteration 67Q: 3 clusters Score -1876126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1876126.625000 Penalty: 4638.038574
	Iteration 68Q: 3 clusters Score -1876127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1876124.875000 Penalty: 4638.038574
	Iteration 69Q: 3 clusters Score -1876125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1876122.750000 Penalty: 4638.038574
	Iteration 70Q: 3 clusters Score -1876123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1876126.875000 Penalty: 4638.038574
	Iteration 71Q: 3 clusters Score -1876127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1876126.125000 Penalty: 4638.038574
	Iteration 72Q: 3 clusters Score -1876126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1876128.500000 Penalty: 4638.038574
	Iteration 73Q: 3 clusters Score -1876128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1876130.375000 Penalty: 4638.038574
	Iteration 74Q: 3 clusters Score -1876130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1876124.750000 Penalty: 4638.038574
	Iteration 75Q: 3 clusters Score -1876125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1876125.125000 Penalty: 4638.038574
	Iteration 76Q: 3 clusters Score -1876125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1876124.500000 Penalty: 4638.038574
	Iteration 77Q: 3 clusters Score -1876124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1876126.375000 Penalty: 4638.038574
	Iteration 78Q: 3 clusters Score -1876126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1876126.125000 Penalty: 4638.038574
	Iteration 79Q: 3 clusters Score -1876126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1876130.125000 Penalty: 4638.038574
	Iteration 80F: 3 clusters Score -1876130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1876130.750000 Penalty: 4638.038574
	Iteration 81Q: 3 clusters Score -1876131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1876131.875000 Penalty: 4638.038574
	Iteration 82Q: 3 clusters Score -1876132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1876128.250000 Penalty: 4638.038574
	Iteration 83Q: 3 clusters Score -1876128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1876134.625000 Penalty: 4638.038574
	Iteration 84Q: 3 clusters Score -1876135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1876129.000000 Penalty: 4638.038574
	Iteration 85Q: 3 clusters Score -1876129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1876141.875000 Penalty: 4638.038574
	Iteration 86Q: 3 clusters Score -1876142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1876138.375000 Penalty: 4638.038574
	Iteration 87Q: 3 clusters Score -1876138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1876138.375000 Penalty: 4638.038574
	Iteration 88F: 3 clusters Score -1876138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Entering Unmasked Estep 
Score: -134461776.000000 Penalty: 203717.484375
Splitting cluster 19 changes total score from -134461392.000000 to -134461776.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 20 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -509201.812500 Penalty: 2075.320801
	Iteration 0F: 2 clusters Score -509201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -505140.375000 Penalty: 4150.641602
	Iteration 0F: 3 clusters Score -505140.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -506281.343750 Penalty: 4150.641602
	Iteration 1F: 3 clusters Score -506281.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506886.656250 Penalty: 4150.641602
	Iteration 2F: 3 clusters Score -506886.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -507544.656250 Penalty: 4150.641602
	Iteration 3F: 3 clusters Score -507544.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -508050.500000 Penalty: 4150.641602
	Iteration 4F: 3 clusters Score -508050.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -508424.906250 Penalty: 4150.641602
	Iteration 5F: 3 clusters Score -508424.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -508741.531250 Penalty: 4150.641602
	Iteration 6F: 3 clusters Score -508741.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -509003.750000 Penalty: 4150.641602
	Iteration 7F: 3 clusters Score -509003.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -509206.500000 Penalty: 4150.641602
	Iteration 8Q: 3 clusters Score -509206.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -509376.531250 Penalty: 4150.641602
	Iteration 9Q: 3 clusters Score -509376.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -509498.250000 Penalty: 4150.641602
	Iteration 10Q: 3 clusters Score -509498.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -509588.156250 Penalty: 4150.641602
	Iteration 11Q: 3 clusters Score -509588.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -509656.718750 Penalty: 4150.641602
	Iteration 12Q: 3 clusters Score -509656.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -509702.468750 Penalty: 4150.641602
	Iteration 13Q: 3 clusters Score -509702.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -509743.468750 Penalty: 4150.641602
	Iteration 14Q: 3 clusters Score -509743.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -509773.656250 Penalty: 4150.641602
	Iteration 15Q: 3 clusters Score -509773.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -509793.656250 Penalty: 4150.641602
	Iteration 16Q: 3 clusters Score -509793.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -509811.468750 Penalty: 4150.641602
	Iteration 17Q: 3 clusters Score -509811.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -509830.031250 Penalty: 4150.641602
	Iteration 18Q: 3 clusters Score -509830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -509846.000000 Penalty: 4150.641602
	Iteration 19Q: 3 clusters Score -509846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -509871.218750 Penalty: 4150.641602
	Iteration 20F: 3 clusters Score -509871.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -509896.937500 Penalty: 4150.641602
	Iteration 21Q: 3 clusters Score -509896.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -509940.968750 Penalty: 4150.641602
	Iteration 22Q: 3 clusters Score -509941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -509989.187500 Penalty: 4150.641602
	Iteration 23Q: 3 clusters Score -509989.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -510014.437500 Penalty: 4150.641602
	Iteration 24Q: 3 clusters Score -510014.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -510028.843750 Penalty: 4150.641602
	Iteration 25Q: 3 clusters Score -510028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -510036.125000 Penalty: 4150.641602
	Iteration 26Q: 3 clusters Score -510036.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -510042.687500 Penalty: 4150.641602
	Iteration 27Q: 3 clusters Score -510042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -510044.718750 Penalty: 4150.641602
	Iteration 28Q: 3 clusters Score -510044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -510046.031250 Penalty: 4150.641602
	Iteration 29Q: 3 clusters Score -510046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -510048.000000 Penalty: 4150.641602
	Iteration 30Q: 3 clusters Score -510048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -510048.718750 Penalty: 4150.641602
	Iteration 31Q: 3 clusters Score -510048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -510049.093750 Penalty: 4150.641602
	Iteration 32Q: 3 clusters Score -510049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -510048.906250 Penalty: 4150.641602
	Iteration 33Q: 3 clusters Score -510048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -510048.906250 Penalty: 4150.641602
	Iteration 34F: 3 clusters Score -510048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 2148 members 
Entering Unmasked Estep 
Score: -134461216.000000 Penalty: 207170.328125
Splitting cluster 20 changes total score from -134461392.000000 to -134461216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Entering Unmasked Estep 
Score: -1147179.625000 Penalty: 2264.185547
	Iteration 0F: 2 clusters Score -1147180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1139996.625000 Penalty: 4528.371094
	Iteration 0F: 3 clusters Score -1139997 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1142108.000000 Penalty: 4528.371094
	Iteration 1F: 3 clusters Score -1142108 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1142565.625000 Penalty: 4528.371094
	Iteration 2F: 3 clusters Score -1142566 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1143011.375000 Penalty: 4528.371094
	Iteration 3F: 3 clusters Score -1143011 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1143548.250000 Penalty: 4528.371094
	Iteration 4F: 3 clusters Score -1143548 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1144149.750000 Penalty: 4528.371094
	Iteration 5F: 3 clusters Score -1144150 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1144715.875000 Penalty: 4528.371094
	Iteration 6F: 3 clusters Score -1144716 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1145239.500000 Penalty: 4528.371094
	Iteration 7F: 3 clusters Score -1145240 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1145687.625000 Penalty: 4528.371094
	Iteration 8F: 3 clusters Score -1145688 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1146030.500000 Penalty: 4528.371094
	Iteration 9Q: 3 clusters Score -1146030 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1146285.125000 Penalty: 4528.371094
	Iteration 10Q: 3 clusters Score -1146285 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1146408.375000 Penalty: 4528.371094
	Iteration 11Q: 3 clusters Score -1146408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1146481.500000 Penalty: 4528.371094
	Iteration 12Q: 3 clusters Score -1146482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1146508.375000 Penalty: 4528.371094
	Iteration 13Q: 3 clusters Score -1146508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1146526.250000 Penalty: 4528.371094
	Iteration 14Q: 3 clusters Score -1146526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1146529.875000 Penalty: 4528.371094
	Iteration 15Q: 3 clusters Score -1146530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1146538.625000 Penalty: 4528.371094
	Iteration 16Q: 3 clusters Score -1146539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1146541.875000 Penalty: 4528.371094
	Iteration 17Q: 3 clusters Score -1146542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1146544.125000 Penalty: 4528.371094
	Iteration 18Q: 3 clusters Score -1146544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1146545.625000 Penalty: 4528.371094
	Iteration 19Q: 3 clusters Score -1146546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1146546.625000 Penalty: 4528.371094
	Iteration 20F: 3 clusters Score -1146547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1146546.000000 Penalty: 4528.371094
	Iteration 21Q: 3 clusters Score -1146546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1146545.000000 Penalty: 4528.371094
	Iteration 22Q: 3 clusters Score -1146545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1146544.250000 Penalty: 4528.371094
	Iteration 23Q: 3 clusters Score -1146544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1146544.250000 Penalty: 4528.371094
	Iteration 24F: 3 clusters Score -1146544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Entering Unmasked Estep 
Score: -8510403.000000 Penalty: 2760.532959
	Iteration 0F: 2 clusters Score -8510403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -8464696.000000 Penalty: 5521.065918
	Iteration 0F: 3 clusters Score -8464696 nChanged 31731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8482416.000000 Penalty: 5521.065918
	Iteration 1F: 3 clusters Score -8482416 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -8483347.000000 Penalty: 5521.065918
	Iteration 2Q: 3 clusters Score -8483347 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8484416.000000 Penalty: 5521.065918
	Iteration 3Q: 3 clusters Score -8484416 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -8486068.000000 Penalty: 5521.065918
	Iteration 4F: 3 clusters Score -8486068 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8488800.000000 Penalty: 5521.065918
	Iteration 5F: 3 clusters Score -8488800 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -8492682.000000 Penalty: 5521.065918
	Iteration 6F: 3 clusters Score -8492682 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -8497366.000000 Penalty: 5521.065918
	Iteration 7F: 3 clusters Score -8497366 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -8501822.000000 Penalty: 5521.065918
	Iteration 8F: 3 clusters Score -8501822 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -8505047.000000 Penalty: 5521.065918
	Iteration 9Q: 3 clusters Score -8505047 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -8506738.000000 Penalty: 5521.065918
	Iteration 10Q: 3 clusters Score -8506738 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -8507462.000000 Penalty: 5521.065918
	Iteration 11Q: 3 clusters Score -8507462 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -8507754.000000 Penalty: 5521.065918
	Iteration 12Q: 3 clusters Score -8507754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -8507888.000000 Penalty: 5521.065918
	Iteration 13Q: 3 clusters Score -8507888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -8507983.000000 Penalty: 5521.065918
	Iteration 14Q: 3 clusters Score -8507983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8508020.000000 Penalty: 5521.065918
	Iteration 15Q: 3 clusters Score -8508020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -8508036.000000 Penalty: 5521.065918
	Iteration 16Q: 3 clusters Score -8508036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8508049.000000 Penalty: 5521.065918
	Iteration 17Q: 3 clusters Score -8508049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -8508068.000000 Penalty: 5521.065918
	Iteration 18Q: 3 clusters Score -8508068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -8508066.000000 Penalty: 5521.065918
	Iteration 19Q: 3 clusters Score -8508066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -8508072.000000 Penalty: 5521.065918
	Iteration 20F: 3 clusters Score -8508072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -8508083.000000 Penalty: 5521.065918
	Iteration 21Q: 3 clusters Score -8508083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -8508097.000000 Penalty: 5521.065918
	Iteration 22Q: 3 clusters Score -8508097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -8508112.000000 Penalty: 5521.065918
	Iteration 23Q: 3 clusters Score -8508112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -8508115.000000 Penalty: 5521.065918
	Iteration 24Q: 3 clusters Score -8508115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -8508125.000000 Penalty: 5521.065918
	Iteration 25Q: 3 clusters Score -8508125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -8508133.000000 Penalty: 5521.065918
	Iteration 26Q: 3 clusters Score -8508133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -8508144.000000 Penalty: 5521.065918
	Iteration 27Q: 3 clusters Score -8508144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -8508143.000000 Penalty: 5521.065918
	Iteration 28Q: 3 clusters Score -8508143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -8508143.000000 Penalty: 5521.065918
	Iteration 29F: 3 clusters Score -8508143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Entering Unmasked Estep 
Score: -1358328.000000 Penalty: 2333.357422
	Iteration 0F: 2 clusters Score -1358328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1349311.375000 Penalty: 4666.714844
	Iteration 0F: 3 clusters Score -1349311 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1352269.750000 Penalty: 4666.714844
	Iteration 1F: 3 clusters Score -1352270 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1352760.125000 Penalty: 4666.714844
	Iteration 2F: 3 clusters Score -1352760 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1353155.375000 Penalty: 4666.714844
	Iteration 3F: 3 clusters Score -1353155 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1353486.500000 Penalty: 4666.714844
	Iteration 4F: 3 clusters Score -1353486 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1353779.500000 Penalty: 4666.714844
	Iteration 5Q: 3 clusters Score -1353780 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1354043.875000 Penalty: 4666.714844
	Iteration 6Q: 3 clusters Score -1354044 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1354319.875000 Penalty: 4666.714844
	Iteration 7Q: 3 clusters Score -1354320 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1354572.750000 Penalty: 4666.714844
	Iteration 8Q: 3 clusters Score -1354573 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1354829.125000 Penalty: 4666.714844
	Iteration 9Q: 3 clusters Score -1354829 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1355049.375000 Penalty: 4666.714844
	Iteration 10Q: 3 clusters Score -1355049 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1355243.500000 Penalty: 4666.714844
	Iteration 11Q: 3 clusters Score -1355244 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1355372.625000 Penalty: 4666.714844
	Iteration 12Q: 3 clusters Score -1355373 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1355466.625000 Penalty: 4666.714844
	Iteration 13Q: 3 clusters Score -1355467 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1355515.250000 Penalty: 4666.714844
	Iteration 14Q: 3 clusters Score -1355515 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1355547.625000 Penalty: 4666.714844
	Iteration 15Q: 3 clusters Score -1355548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1355581.000000 Penalty: 4666.714844
	Iteration 16Q: 3 clusters Score -1355581 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1355606.000000 Penalty: 4666.714844
	Iteration 17Q: 3 clusters Score -1355606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1355627.875000 Penalty: 4666.714844
	Iteration 18Q: 3 clusters Score -1355628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1355642.250000 Penalty: 4666.714844
	Iteration 19Q: 3 clusters Score -1355642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1355648.875000 Penalty: 4666.714844
	Iteration 20F: 3 clusters Score -1355649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1355664.375000 Penalty: 4666.714844
	Iteration 21Q: 3 clusters Score -1355664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1355674.875000 Penalty: 4666.714844
	Iteration 22Q: 3 clusters Score -1355675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1355681.500000 Penalty: 4666.714844
	Iteration 23Q: 3 clusters Score -1355682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1355694.750000 Penalty: 4666.714844
	Iteration 24Q: 3 clusters Score -1355695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1355697.375000 Penalty: 4666.714844
	Iteration 25Q: 3 clusters Score -1355697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1355702.125000 Penalty: 4666.714844
	Iteration 26Q: 3 clusters Score -1355702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1355705.375000 Penalty: 4666.714844
	Iteration 27Q: 3 clusters Score -1355705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1355706.875000 Penalty: 4666.714844
	Iteration 28Q: 3 clusters Score -1355707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1355709.875000 Penalty: 4666.714844
	Iteration 29Q: 3 clusters Score -1355710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1355711.375000 Penalty: 4666.714844
	Iteration 30Q: 3 clusters Score -1355711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1355711.375000 Penalty: 4666.714844
	Iteration 31Q: 3 clusters Score -1355711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1355713.750000 Penalty: 4666.714844
	Iteration 32Q: 3 clusters Score -1355714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1355714.500000 Penalty: 4666.714844
	Iteration 33Q: 3 clusters Score -1355714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1355711.625000 Penalty: 4666.714844
	Iteration 34Q: 3 clusters Score -1355712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1355717.250000 Penalty: 4666.714844
	Iteration 35Q: 3 clusters Score -1355717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1355718.375000 Penalty: 4666.714844
	Iteration 36Q: 3 clusters Score -1355718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1355717.875000 Penalty: 4666.714844
	Iteration 37Q: 3 clusters Score -1355718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1355717.875000 Penalty: 4666.714844
	Iteration 38Q: 3 clusters Score -1355718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1355719.375000 Penalty: 4666.714844
	Iteration 39Q: 3 clusters Score -1355719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1355720.500000 Penalty: 4666.714844
	Iteration 40F: 3 clusters Score -1355720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1355719.125000 Penalty: 4666.714844
	Iteration 41Q: 3 clusters Score -1355719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1355718.125000 Penalty: 4666.714844
	Iteration 42Q: 3 clusters Score -1355718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1355720.375000 Penalty: 4666.714844
	Iteration 43Q: 3 clusters Score -1355720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1355722.750000 Penalty: 4666.714844
	Iteration 44Q: 3 clusters Score -1355723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1355722.000000 Penalty: 4666.714844
	Iteration 45Q: 3 clusters Score -1355722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1355722.000000 Penalty: 4666.714844
	Iteration 46Q: 3 clusters Score -1355722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1355722.875000 Penalty: 4666.714844
	Iteration 47Q: 3 clusters Score -1355723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1355722.000000 Penalty: 4666.714844
	Iteration 48Q: 3 clusters Score -1355722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1355721.625000 Penalty: 4666.714844
	Iteration 49Q: 3 clusters Score -1355722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1355720.875000 Penalty: 4666.714844
	Iteration 50Q: 3 clusters Score -1355721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1355722.375000 Penalty: 4666.714844
	Iteration 51Q: 3 clusters Score -1355722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1355722.875000 Penalty: 4666.714844
	Iteration 52Q: 3 clusters Score -1355723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1355724.500000 Penalty: 4666.714844
	Iteration 53Q: 3 clusters Score -1355724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1355722.875000 Penalty: 4666.714844
	Iteration 54Q: 3 clusters Score -1355723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1355723.625000 Penalty: 4666.714844
	Iteration 55Q: 3 clusters Score -1355724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1355722.000000 Penalty: 4666.714844
	Iteration 56Q: 3 clusters Score -1355722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1355722.750000 Penalty: 4666.714844
	Iteration 57Q: 3 clusters Score -1355723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1355722.750000 Penalty: 4666.714844
	Iteration 58F: 3 clusters Score -1355723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -887256.500000 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -887256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -881316.125000 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -881316.1 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -882985.187500 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -882985.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -883355.625000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -883355.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -883690.750000 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -883690.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -883986.687500 Penalty: 4402.696777
	Iteration 4F: 3 clusters Score -883986.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -884263.937500 Penalty: 4402.696777
	Iteration 5F: 3 clusters Score -884263.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -884509.687500 Penalty: 4402.696777
	Iteration 6Q: 3 clusters Score -884509.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -884756.312500 Penalty: 4402.696777
	Iteration 7Q: 3 clusters Score -884756.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -884994.125000 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -884994.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -885166.875000 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -885166.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -885292.625000 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -885292.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -885384.937500 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -885384.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -885446.750000 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -885446.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -885485.062500 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -885485.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -885514.187500 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -885514.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -885529.312500 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -885529.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -885542.750000 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -885542.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -885558.312500 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -885558.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -885568.125000 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -885568.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -885578.500000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -885578.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -885586.375000 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -885586.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -885594.500000 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -885594.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -885604.250000 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -885604.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -885608.687500 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -885608.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -885613.375000 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -885613.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -885617.312500 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -885617.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -885622.187500 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -885622.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -885625.062500 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -885625.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -885630.312500 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -885630.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -885636.250000 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -885636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -885642.000000 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -885642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -885648.687500 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -885648.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -885653.687500 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -885653.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -885655.937500 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -885655.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -885660.625000 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -885660.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -885666.125000 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -885666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -885669.250000 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -885669.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -885676.000000 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -885676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -885680.625000 Penalty: 4402.696777
	Iteration 38Q: 3 clusters Score -885680.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -885687.125000 Penalty: 4402.696777
	Iteration 39Q: 3 clusters Score -885687.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -885691.625000 Penalty: 4402.696777
	Iteration 40F: 3 clusters Score -885691.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -885701.250000 Penalty: 4402.696777
	Iteration 41Q: 3 clusters Score -885701.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -885714.437500 Penalty: 4402.696777
	Iteration 42Q: 3 clusters Score -885714.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -885722.812500 Penalty: 4402.696777
	Iteration 43Q: 3 clusters Score -885722.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -885729.437500 Penalty: 4402.696777
	Iteration 44Q: 3 clusters Score -885729.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -885735.000000 Penalty: 4402.696777
	Iteration 45Q: 3 clusters Score -885735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -885737.062500 Penalty: 4402.696777
	Iteration 46Q: 3 clusters Score -885737.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -885742.312500 Penalty: 4402.696777
	Iteration 47Q: 3 clusters Score -885742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -885747.125000 Penalty: 4402.696777
	Iteration 48Q: 3 clusters Score -885747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -885748.250000 Penalty: 4402.696777
	Iteration 49Q: 3 clusters Score -885748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -885753.125000 Penalty: 4402.696777
	Iteration 50Q: 3 clusters Score -885753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -885755.375000 Penalty: 4402.696777
	Iteration 51Q: 3 clusters Score -885755.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -885759.437500 Penalty: 4402.696777
	Iteration 52Q: 3 clusters Score -885759.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -885762.625000 Penalty: 4402.696777
	Iteration 53Q: 3 clusters Score -885762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -885764.687500 Penalty: 4402.696777
	Iteration 54Q: 3 clusters Score -885764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -885766.187500 Penalty: 4402.696777
	Iteration 55Q: 3 clusters Score -885766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -885767.625000 Penalty: 4402.696777
	Iteration 56Q: 3 clusters Score -885767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -885770.625000 Penalty: 4402.696777
	Iteration 57Q: 3 clusters Score -885770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -885773.750000 Penalty: 4402.696777
	Iteration 58Q: 3 clusters Score -885773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -885775.375000 Penalty: 4402.696777
	Iteration 59Q: 3 clusters Score -885775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -885778.375000 Penalty: 4402.696777
	Iteration 60F: 3 clusters Score -885778.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -885781.000000 Penalty: 4402.696777
	Iteration 61Q: 3 clusters Score -885781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -885782.062500 Penalty: 4402.696777
	Iteration 62Q: 3 clusters Score -885782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -885786.250000 Penalty: 4402.696777
	Iteration 63Q: 3 clusters Score -885786.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -885789.250000 Penalty: 4402.696777
	Iteration 64Q: 3 clusters Score -885789.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -885793.250000 Penalty: 4402.696777
	Iteration 65Q: 3 clusters Score -885793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -885794.437500 Penalty: 4402.696777
	Iteration 66Q: 3 clusters Score -885794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -885795.625000 Penalty: 4402.696777
	Iteration 67Q: 3 clusters Score -885795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -885797.125000 Penalty: 4402.696777
	Iteration 68Q: 3 clusters Score -885797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -885801.500000 Penalty: 4402.696777
	Iteration 69Q: 3 clusters Score -885801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -885799.000000 Penalty: 4402.696777
	Iteration 70Q: 3 clusters Score -885799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -885799.000000 Penalty: 4402.696777
	Iteration 71Q: 3 clusters Score -885799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -885799.312500 Penalty: 4402.696777
	Iteration 72Q: 3 clusters Score -885799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -885801.000000 Penalty: 4402.696777
	Iteration 73Q: 3 clusters Score -885801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -885799.875000 Penalty: 4402.696777
	Iteration 74Q: 3 clusters Score -885799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -885799.125000 Penalty: 4402.696777
	Iteration 75Q: 3 clusters Score -885799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -885800.500000 Penalty: 4402.696777
	Iteration 76Q: 3 clusters Score -885800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -885801.375000 Penalty: 4402.696777
	Iteration 77Q: 3 clusters Score -885801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -885801.562500 Penalty: 4402.696777
	Iteration 78Q: 3 clusters Score -885801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -885801.500000 Penalty: 4402.696777
	Iteration 79Q: 3 clusters Score -885801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -885801.750000 Penalty: 4402.696777
	Iteration 80F: 3 clusters Score -885801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -331620.437500 Penalty: 1964.630737
	Iteration 0F: 2 clusters Score -331620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -328486.843750 Penalty: 3929.261475
	Iteration 0F: 3 clusters Score -328486.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -329092.750000 Penalty: 3929.261475
	Iteration 1F: 3 clusters Score -329092.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -329257.875000 Penalty: 3929.261475
	Iteration 2F: 3 clusters Score -329257.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -329356.718750 Penalty: 3929.261475
	Iteration 3Q: 3 clusters Score -329356.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -329463.750000 Penalty: 3929.261475
	Iteration 4Q: 3 clusters Score -329463.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329618.625000 Penalty: 3929.261475
	Iteration 5Q: 3 clusters Score -329618.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -329791.906250 Penalty: 3929.261475
	Iteration 6Q: 3 clusters Score -329791.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -329940.031250 Penalty: 3929.261475
	Iteration 7Q: 3 clusters Score -329940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -330059.906250 Penalty: 3929.261475
	Iteration 8Q: 3 clusters Score -330059.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -330176.437500 Penalty: 3929.261475
	Iteration 9Q: 3 clusters Score -330176.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330288.781250 Penalty: 3929.261475
	Iteration 10Q: 3 clusters Score -330288.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330363.218750 Penalty: 3929.261475
	Iteration 11Q: 3 clusters Score -330363.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -330414.437500 Penalty: 3929.261475
	Iteration 12Q: 3 clusters Score -330414.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -330451.843750 Penalty: 3929.261475
	Iteration 13Q: 3 clusters Score -330451.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330488.593750 Penalty: 3929.261475
	Iteration 14Q: 3 clusters Score -330488.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330513.750000 Penalty: 3929.261475
	Iteration 15Q: 3 clusters Score -330513.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -330542.312500 Penalty: 3929.261475
	Iteration 16Q: 3 clusters Score -330542.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -330561.437500 Penalty: 3929.261475
	Iteration 17Q: 3 clusters Score -330561.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330575.218750 Penalty: 3929.261475
	Iteration 18Q: 3 clusters Score -330575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -330584.093750 Penalty: 3929.261475
	Iteration 19Q: 3 clusters Score -330584.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330589.218750 Penalty: 3929.261475
	Iteration 20F: 3 clusters Score -330589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330590.437500 Penalty: 3929.261475
	Iteration 21Q: 3 clusters Score -330590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330591.187500 Penalty: 3929.261475
	Iteration 22Q: 3 clusters Score -330591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330591.187500 Penalty: 3929.261475
	Iteration 23F: 3 clusters Score -330591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -164547.218750 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -164547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162303.375000 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -162303.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162673.906250 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -162673.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162821.562500 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -162821.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162891.921875 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -162891.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162930.531250 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -162930.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162984.265625 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -162984.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163051.187500 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -163051.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163136.109375 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -163136.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163270.984375 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -163271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163413.812500 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -163413.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163650.156250 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -163650.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164065.812500 Penalty: 3589.581299
	Iteration 11F: 3 clusters Score -164065.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164380.718750 Penalty: 3589.581299
	Iteration 12F: 3 clusters Score -164380.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164571.968750 Penalty: 3589.581299
	Iteration 13F: 3 clusters Score -164572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164642.734375 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -164642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164662.781250 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -164662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -164670.515625 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -164670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164676.453125 Penalty: 3589.581299
	Iteration 17Q: 3 clusters Score -164676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164677.921875 Penalty: 3589.581299
	Iteration 18Q: 3 clusters Score -164677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164679.625000 Penalty: 3589.581299
	Iteration 19Q: 3 clusters Score -164679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -164680.625000 Penalty: 3589.581299
	Iteration 20F: 3 clusters Score -164680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 902 members 
Entering Unmasked Estep 
Score: -134460288.000000 Penalty: 207170.328125
Splitting cluster 26 changes total score from -134461392.000000 to -134460288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -380263.968750 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -380264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376975.562500 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -376975.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -377597.156250 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -377597.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -377730.656250 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -377730.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -377808.625000 Penalty: 3976.748047
	Iteration 3Q: 3 clusters Score -377808.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377862.718750 Penalty: 3976.748047
	Iteration 4Q: 3 clusters Score -377862.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377901.375000 Penalty: 3976.748047
	Iteration 5Q: 3 clusters Score -377901.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377922.312500 Penalty: 3976.748047
	Iteration 6Q: 3 clusters Score -377922.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -377950.187500 Penalty: 3976.748047
	Iteration 7Q: 3 clusters Score -377950.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377971.406250 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -377971.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -377994.500000 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -377994.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378007.937500 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -378007.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -378019.093750 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -378019.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -378028.937500 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -378028.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -378040.406250 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -378040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -378048.406250 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -378048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -378054.625000 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -378054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -378059.531250 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -378059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -378062.031250 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -378062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -378063.593750 Penalty: 3976.748047
	Iteration 18Q: 3 clusters Score -378063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -378065.843750 Penalty: 3976.748047
	Iteration 19Q: 3 clusters Score -378065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -378069.281250 Penalty: 3976.748047
	Iteration 20F: 3 clusters Score -378069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -378073.500000 Penalty: 3976.748047
	Iteration 21Q: 3 clusters Score -378073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -378074.718750 Penalty: 3976.748047
	Iteration 22Q: 3 clusters Score -378074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -378074.718750 Penalty: 3976.748047
	Iteration 23F: 3 clusters Score -378074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Entering Unmasked Estep 
Score: -3302447.000000 Penalty: 2530.656250
	Iteration 0F: 2 clusters Score -3302447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3283809.750000 Penalty: 5061.312500
	Iteration 0F: 3 clusters Score -3283810 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3290451.500000 Penalty: 5061.312500
	Iteration 1F: 3 clusters Score -3290452 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3290993.750000 Penalty: 5061.312500
	Iteration 2F: 3 clusters Score -3290994 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3291429.250000 Penalty: 5061.312500
	Iteration 3Q: 3 clusters Score -3291429 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3291846.750000 Penalty: 5061.312500
	Iteration 4Q: 3 clusters Score -3291847 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3292287.000000 Penalty: 5061.312500
	Iteration 5Q: 3 clusters Score -3292287 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3292751.000000 Penalty: 5061.312500
	Iteration 6Q: 3 clusters Score -3292751 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3293285.250000 Penalty: 5061.312500
	Iteration 7Q: 3 clusters Score -3293285 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3293929.750000 Penalty: 5061.312500
	Iteration 8Q: 3 clusters Score -3293930 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3294659.000000 Penalty: 5061.312500
	Iteration 9Q: 3 clusters Score -3294659 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3295588.250000 Penalty: 5061.312500
	Iteration 10F: 3 clusters Score -3295588 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3296599.000000 Penalty: 5061.312500
	Iteration 11F: 3 clusters Score -3296599 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3297528.000000 Penalty: 5061.312500
	Iteration 12Q: 3 clusters Score -3297528 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3298321.000000 Penalty: 5061.312500
	Iteration 13Q: 3 clusters Score -3298321 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3298941.500000 Penalty: 5061.312500
	Iteration 14Q: 3 clusters Score -3298942 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3299434.000000 Penalty: 5061.312500
	Iteration 15Q: 3 clusters Score -3299434 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3299785.750000 Penalty: 5061.312500
	Iteration 16Q: 3 clusters Score -3299786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3300003.250000 Penalty: 5061.312500
	Iteration 17Q: 3 clusters Score -3300003 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3300176.500000 Penalty: 5061.312500
	Iteration 18Q: 3 clusters Score -3300176 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3300325.000000 Penalty: 5061.312500
	Iteration 19Q: 3 clusters Score -3300325 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3300457.000000 Penalty: 5061.312500
	Iteration 20F: 3 clusters Score -3300457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3300585.250000 Penalty: 5061.312500
	Iteration 21Q: 3 clusters Score -3300585 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3300725.250000 Penalty: 5061.312500
	Iteration 22Q: 3 clusters Score -3300725 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3300859.250000 Penalty: 5061.312500
	Iteration 23Q: 3 clusters Score -3300859 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3301005.500000 Penalty: 5061.312500
	Iteration 24Q: 3 clusters Score -3301006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3301107.750000 Penalty: 5061.312500
	Iteration 25Q: 3 clusters Score -3301108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3301180.750000 Penalty: 5061.312500
	Iteration 26Q: 3 clusters Score -3301181 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3301239.500000 Penalty: 5061.312500
	Iteration 27Q: 3 clusters Score -3301240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3301289.000000 Penalty: 5061.312500
	Iteration 28Q: 3 clusters Score -3301289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3301332.500000 Penalty: 5061.312500
	Iteration 29Q: 3 clusters Score -3301332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3301366.250000 Penalty: 5061.312500
	Iteration 30Q: 3 clusters Score -3301366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3301407.250000 Penalty: 5061.312500
	Iteration 31Q: 3 clusters Score -3301407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3301420.500000 Penalty: 5061.312500
	Iteration 32Q: 3 clusters Score -3301420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3301427.750000 Penalty: 5061.312500
	Iteration 33Q: 3 clusters Score -3301428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3301436.250000 Penalty: 5061.312500
	Iteration 34Q: 3 clusters Score -3301436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3301456.000000 Penalty: 5061.312500
	Iteration 35Q: 3 clusters Score -3301456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3301468.750000 Penalty: 5061.312500
	Iteration 36Q: 3 clusters Score -3301469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3301481.500000 Penalty: 5061.312500
	Iteration 37Q: 3 clusters Score -3301482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3301491.000000 Penalty: 5061.312500
	Iteration 38Q: 3 clusters Score -3301491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3301488.250000 Penalty: 5061.312500
	Iteration 39Q: 3 clusters Score -3301488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3301548.500000 Penalty: 5061.312500
	Iteration 40F: 3 clusters Score -3301548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3301604.250000 Penalty: 5061.312500
	Iteration 41Q: 3 clusters Score -3301604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3301633.250000 Penalty: 5061.312500
	Iteration 42Q: 3 clusters Score -3301633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3301667.750000 Penalty: 5061.312500
	Iteration 43Q: 3 clusters Score -3301668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3301694.000000 Penalty: 5061.312500
	Iteration 44Q: 3 clusters Score -3301694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3301707.750000 Penalty: 5061.312500
	Iteration 45Q: 3 clusters Score -3301708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3301715.750000 Penalty: 5061.312500
	Iteration 46Q: 3 clusters Score -3301716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3301727.750000 Penalty: 5061.312500
	Iteration 47Q: 3 clusters Score -3301728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3301742.250000 Penalty: 5061.312500
	Iteration 48Q: 3 clusters Score -3301742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3301751.750000 Penalty: 5061.312500
	Iteration 49Q: 3 clusters Score -3301752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3301762.250000 Penalty: 5061.312500
	Iteration 50Q: 3 clusters Score -3301762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3301769.250000 Penalty: 5061.312500
	Iteration 51Q: 3 clusters Score -3301769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3301769.500000 Penalty: 5061.312500
	Iteration 52Q: 3 clusters Score -3301770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3301782.500000 Penalty: 5061.312500
	Iteration 53Q: 3 clusters Score -3301782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3301787.250000 Penalty: 5061.312500
	Iteration 54Q: 3 clusters Score -3301787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3301786.750000 Penalty: 5061.312500
	Iteration 55Q: 3 clusters Score -3301787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3301801.250000 Penalty: 5061.312500
	Iteration 56Q: 3 clusters Score -3301801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3301800.250000 Penalty: 5061.312500
	Iteration 57Q: 3 clusters Score -3301800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3301809.000000 Penalty: 5061.312500
	Iteration 58Q: 3 clusters Score -3301809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3301811.750000 Penalty: 5061.312500
	Iteration 59Q: 3 clusters Score -3301812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3301813.500000 Penalty: 5061.312500
	Iteration 60F: 3 clusters Score -3301814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3301818.500000 Penalty: 5061.312500
	Iteration 61Q: 3 clusters Score -3301818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3301815.750000 Penalty: 5061.312500
	Iteration 62Q: 3 clusters Score -3301816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3301815.000000 Penalty: 5061.312500
	Iteration 63Q: 3 clusters Score -3301815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3301820.500000 Penalty: 5061.312500
	Iteration 64Q: 3 clusters Score -3301820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3301823.750000 Penalty: 5061.312500
	Iteration 65Q: 3 clusters Score -3301824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3301821.750000 Penalty: 5061.312500
	Iteration 66Q: 3 clusters Score -3301822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3301821.750000 Penalty: 5061.312500
	Iteration 67F: 3 clusters Score -3301822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -77646.328125 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -77646.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76202.835938 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -76202.84 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77410.601562 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -77410.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78206.007812 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -78206.01 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78846.742188 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -78846.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79440.398438 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -79440.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79733.617188 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -79733.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79896.476562 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -79896.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80001.398438 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -80001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80130.812500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -80130.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80251.304688 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -80251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80353.320312 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -80353.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80413.968750 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -80413.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80444.390625 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -80444.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -80467.890625 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -80467.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80485.062500 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -80485.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80491.312500 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -80491.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80491.312500 Penalty: 3444.745361
	Iteration 16F: 3 clusters Score -80491.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Entering Unmasked Estep 
Score: -134462736.000000 Penalty: 207170.328125
Splitting cluster 29 changes total score from -134461392.000000 to -134462736.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 30 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -1175596.625000 Penalty: 2271.469727
	Iteration 0F: 2 clusters Score -1175597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1168282.125000 Penalty: 4542.939453
	Iteration 0F: 3 clusters Score -1168282 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1171478.125000 Penalty: 4542.939453
	Iteration 1F: 3 clusters Score -1171478 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1174265.000000 Penalty: 4542.939453
	Iteration 2F: 3 clusters Score -1174265 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1176605.250000 Penalty: 4542.939453
	Iteration 3F: 3 clusters Score -1176605 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1177989.250000 Penalty: 4542.939453
	Iteration 4F: 3 clusters Score -1177989 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1178843.500000 Penalty: 4542.939453
	Iteration 5F: 3 clusters Score -1178844 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1179349.000000 Penalty: 4542.939453
	Iteration 6Q: 3 clusters Score -1179349 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1179661.750000 Penalty: 4542.939453
	Iteration 7Q: 3 clusters Score -1179662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1179822.250000 Penalty: 4542.939453
	Iteration 8Q: 3 clusters Score -1179822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1179885.375000 Penalty: 4542.939453
	Iteration 9Q: 3 clusters Score -1179885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1179909.750000 Penalty: 4542.939453
	Iteration 10Q: 3 clusters Score -1179910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1179918.625000 Penalty: 4542.939453
	Iteration 11Q: 3 clusters Score -1179919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1179926.250000 Penalty: 4542.939453
	Iteration 12Q: 3 clusters Score -1179926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1179926.250000 Penalty: 4542.939453
	Iteration 13Q: 3 clusters Score -1179926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1179927.000000 Penalty: 4542.939453
	Iteration 14Q: 3 clusters Score -1179927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1179927.000000 Penalty: 4542.939453
	Iteration 15F: 3 clusters Score -1179927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 4198 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Entering Unmasked Estep 
Score: -134465776.000000 Penalty: 210623.171875
Splitting cluster 30 changes total score from -134461392.000000 to -134465776.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -499984.593750 Penalty: 2068.906006
	Iteration 0F: 2 clusters Score -499984.6 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 2104 members 
Entering Unmasked Estep 
Score: -495943.593750 Penalty: 4137.812012
	Iteration 0F: 3 clusters Score -495943.6 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496895.812500 Penalty: 4137.812012
	Iteration 1F: 3 clusters Score -496895.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -497137.156250 Penalty: 4137.812012
	Iteration 2F: 3 clusters Score -497137.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -497301.812500 Penalty: 4137.812012
	Iteration 3F: 3 clusters Score -497301.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -497474.437500 Penalty: 4137.812012
	Iteration 4F: 3 clusters Score -497474.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -497671.093750 Penalty: 4137.812012
	Iteration 5Q: 3 clusters Score -497671.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -497981.125000 Penalty: 4137.812012
	Iteration 6F: 3 clusters Score -497981.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -498338.156250 Penalty: 4137.812012
	Iteration 7F: 3 clusters Score -498338.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -498580.718750 Penalty: 4137.812012
	Iteration 8F: 3 clusters Score -498580.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -498734.343750 Penalty: 4137.812012
	Iteration 9Q: 3 clusters Score -498734.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -498843.437500 Penalty: 4137.812012
	Iteration 10Q: 3 clusters Score -498843.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -498935.281250 Penalty: 4137.812012
	Iteration 11Q: 3 clusters Score -498935.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -499004.468750 Penalty: 4137.812012
	Iteration 12Q: 3 clusters Score -499004.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -499051.500000 Penalty: 4137.812012
	Iteration 13Q: 3 clusters Score -499051.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -499097.906250 Penalty: 4137.812012
	Iteration 14Q: 3 clusters Score -499097.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -499163.281250 Penalty: 4137.812012
	Iteration 15Q: 3 clusters Score -499163.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -499228.687500 Penalty: 4137.812012
	Iteration 16Q: 3 clusters Score -499228.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -499316.875000 Penalty: 4137.812012
	Iteration 17Q: 3 clusters Score -499316.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -499451.937500 Penalty: 4137.812012
	Iteration 18Q: 3 clusters Score -499451.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -499624.843750 Penalty: 4137.812012
	Iteration 19Q: 3 clusters Score -499624.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -499750.406250 Penalty: 4137.812012
	Iteration 20F: 3 clusters Score -499750.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -499821.250000 Penalty: 4137.812012
	Iteration 21Q: 3 clusters Score -499821.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -499878.218750 Penalty: 4137.812012
	Iteration 22Q: 3 clusters Score -499878.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -499917.656250 Penalty: 4137.812012
	Iteration 23Q: 3 clusters Score -499917.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -499943.406250 Penalty: 4137.812012
	Iteration 24Q: 3 clusters Score -499943.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -499956.593750 Penalty: 4137.812012
	Iteration 25Q: 3 clusters Score -499956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -499962.875000 Penalty: 4137.812012
	Iteration 26Q: 3 clusters Score -499962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -499966.281250 Penalty: 4137.812012
	Iteration 27Q: 3 clusters Score -499966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -499973.437500 Penalty: 4137.812012
	Iteration 28Q: 3 clusters Score -499973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -499979.593750 Penalty: 4137.812012
	Iteration 29Q: 3 clusters Score -499979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -499986.468750 Penalty: 4137.812012
	Iteration 30Q: 3 clusters Score -499986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -499990.687500 Penalty: 4137.812012
	Iteration 31Q: 3 clusters Score -499990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -499997.875000 Penalty: 4137.812012
	Iteration 32Q: 3 clusters Score -499997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -500002.968750 Penalty: 4137.812012
	Iteration 33Q: 3 clusters Score -500003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -500006.375000 Penalty: 4137.812012
	Iteration 34Q: 3 clusters Score -500006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -500009.093750 Penalty: 4137.812012
	Iteration 35Q: 3 clusters Score -500009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -500010.218750 Penalty: 4137.812012
	Iteration 36Q: 3 clusters Score -500010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -500013.031250 Penalty: 4137.812012
	Iteration 37Q: 3 clusters Score -500013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -500016.687500 Penalty: 4137.812012
	Iteration 38Q: 3 clusters Score -500016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -500018.312500 Penalty: 4137.812012
	Iteration 39Q: 3 clusters Score -500018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -500022.500000 Penalty: 4137.812012
	Iteration 40F: 3 clusters Score -500022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -500028.875000 Penalty: 4137.812012
	Iteration 41Q: 3 clusters Score -500028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -500037.312500 Penalty: 4137.812012
	Iteration 42Q: 3 clusters Score -500037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -500050.156250 Penalty: 4137.812012
	Iteration 43Q: 3 clusters Score -500050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -500070.156250 Penalty: 4137.812012
	Iteration 44Q: 3 clusters Score -500070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -500083.593750 Penalty: 4137.812012
	Iteration 45Q: 3 clusters Score -500083.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -500098.000000 Penalty: 4137.812012
	Iteration 46Q: 3 clusters Score -500098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -500106.625000 Penalty: 4137.812012
	Iteration 47Q: 3 clusters Score -500106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -500109.812500 Penalty: 4137.812012
	Iteration 48Q: 3 clusters Score -500109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -500111.187500 Penalty: 4137.812012
	Iteration 49Q: 3 clusters Score -500111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -500113.750000 Penalty: 4137.812012
	Iteration 50Q: 3 clusters Score -500113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -500115.375000 Penalty: 4137.812012
	Iteration 51Q: 3 clusters Score -500115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -500117.843750 Penalty: 4137.812012
	Iteration 52Q: 3 clusters Score -500117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -500123.125000 Penalty: 4137.812012
	Iteration 53Q: 3 clusters Score -500123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -500130.312500 Penalty: 4137.812012
	Iteration 54Q: 3 clusters Score -500130.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -500140.125000 Penalty: 4137.812012
	Iteration 55Q: 3 clusters Score -500140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -500150.500000 Penalty: 4137.812012
	Iteration 56Q: 3 clusters Score -500150.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -500168.750000 Penalty: 4137.812012
	Iteration 57Q: 3 clusters Score -500168.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -500210.531250 Penalty: 4137.812012
	Iteration 58Q: 3 clusters Score -500210.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -500260.906250 Penalty: 4137.812012
	Iteration 59Q: 3 clusters Score -500260.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -500331.562500 Penalty: 4137.812012
	Iteration 60F: 3 clusters Score -500331.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -500415.000000 Penalty: 4137.812012
	Iteration 61Q: 3 clusters Score -500415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -500507.906250 Penalty: 4137.812012
	Iteration 62Q: 3 clusters Score -500507.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -500620.062500 Penalty: 4137.812012
	Iteration 63Q: 3 clusters Score -500620.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -500727.875000 Penalty: 4137.812012
	Iteration 64Q: 3 clusters Score -500727.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -500824.781250 Penalty: 4137.812012
	Iteration 65Q: 3 clusters Score -500824.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -500889.968750 Penalty: 4137.812012
	Iteration 66Q: 3 clusters Score -500890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -500931.687500 Penalty: 4137.812012
	Iteration 67Q: 3 clusters Score -500931.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -500959.312500 Penalty: 4137.812012
	Iteration 68Q: 3 clusters Score -500959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -500980.000000 Penalty: 4137.812012
	Iteration 69Q: 3 clusters Score -500980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -500994.093750 Penalty: 4137.812012
	Iteration 70Q: 3 clusters Score -500994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501002.250000 Penalty: 4137.812012
	Iteration 71Q: 3 clusters Score -501002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -501010.687500 Penalty: 4137.812012
	Iteration 72Q: 3 clusters Score -501010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -501017.843750 Penalty: 4137.812012
	Iteration 73Q: 3 clusters Score -501017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -501026.593750 Penalty: 4137.812012
	Iteration 74Q: 3 clusters Score -501026.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -501034.218750 Penalty: 4137.812012
	Iteration 75Q: 3 clusters Score -501034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -501037.156250 Penalty: 4137.812012
	Iteration 76Q: 3 clusters Score -501037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -501039.218750 Penalty: 4137.812012
	Iteration 77Q: 3 clusters Score -501039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -501040.218750 Penalty: 4137.812012
	Iteration 78Q: 3 clusters Score -501040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -501040.843750 Penalty: 4137.812012
	Iteration 79F: 3 clusters Score -501040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -501041.562500 Penalty: 4137.812012
	Iteration 80F: 3 clusters Score -501041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Entering Unmasked Estep 
Score: -134465264.000000 Penalty: 214076.000000
Splitting cluster 31 changes total score from -134461392.000000 to -134465264.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 32 (65607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Entering Unmasked Estep 
Score: -8076081.000000 Penalty: 2750.676514
	Iteration 0F: 2 clusters Score -8076081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -8032003.000000 Penalty: 5501.353027
	Iteration 0F: 3 clusters Score -8032003 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -8050023.000000 Penalty: 5501.353027
	Iteration 1F: 3 clusters Score -8050023 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -8051454.500000 Penalty: 5501.353027
	Iteration 2F: 3 clusters Score -8051454 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8053628.000000 Penalty: 5501.353027
	Iteration 3F: 3 clusters Score -8053628 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8056714.000000 Penalty: 5501.353027
	Iteration 4F: 3 clusters Score -8056714 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -8060444.000000 Penalty: 5501.353027
	Iteration 5F: 3 clusters Score -8060444 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -8064332.500000 Penalty: 5501.353027
	Iteration 6F: 3 clusters Score -8064332 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -8067548.000000 Penalty: 5501.353027
	Iteration 7F: 3 clusters Score -8067548 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -8069941.500000 Penalty: 5501.353027
	Iteration 8Q: 3 clusters Score -8069942 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -8071499.000000 Penalty: 5501.353027
	Iteration 9Q: 3 clusters Score -8071499 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -8072359.500000 Penalty: 5501.353027
	Iteration 10Q: 3 clusters Score -8072360 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8072836.000000 Penalty: 5501.353027
	Iteration 11Q: 3 clusters Score -8072836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8073104.500000 Penalty: 5501.353027
	Iteration 12Q: 3 clusters Score -8073104 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -8073273.500000 Penalty: 5501.353027
	Iteration 13Q: 3 clusters Score -8073274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -8073413.500000 Penalty: 5501.353027
	Iteration 14Q: 3 clusters Score -8073414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -8073503.000000 Penalty: 5501.353027
	Iteration 15Q: 3 clusters Score -8073503 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -8073594.000000 Penalty: 5501.353027
	Iteration 16Q: 3 clusters Score -8073594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -8073686.500000 Penalty: 5501.353027
	Iteration 17Q: 3 clusters Score -8073686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -8073728.500000 Penalty: 5501.353027
	Iteration 18Q: 3 clusters Score -8073728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8073792.000000 Penalty: 5501.353027
	Iteration 19Q: 3 clusters Score -8073792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -8073809.500000 Penalty: 5501.353027
	Iteration 20F: 3 clusters Score -8073810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -8073845.500000 Penalty: 5501.353027
	Iteration 21Q: 3 clusters Score -8073846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -8073867.000000 Penalty: 5501.353027
	Iteration 22Q: 3 clusters Score -8073867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -8073869.000000 Penalty: 5501.353027
	Iteration 23Q: 3 clusters Score -8073869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8073885.500000 Penalty: 5501.353027
	Iteration 24Q: 3 clusters Score -8073886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -8073892.000000 Penalty: 5501.353027
	Iteration 25Q: 3 clusters Score -8073892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -8073901.000000 Penalty: 5501.353027
	Iteration 26Q: 3 clusters Score -8073901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8073909.000000 Penalty: 5501.353027
	Iteration 27Q: 3 clusters Score -8073909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -8073910.500000 Penalty: 5501.353027
	Iteration 28Q: 3 clusters Score -8073910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -8073920.500000 Penalty: 5501.353027
	Iteration 29Q: 3 clusters Score -8073920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8073933.000000 Penalty: 5501.353027
	Iteration 30Q: 3 clusters Score -8073933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -8073939.000000 Penalty: 5501.353027
	Iteration 31Q: 3 clusters Score -8073939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -8073950.000000 Penalty: 5501.353027
	Iteration 32Q: 3 clusters Score -8073950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8073955.000000 Penalty: 5501.353027
	Iteration 33Q: 3 clusters Score -8073955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -8073962.000000 Penalty: 5501.353027
	Iteration 34Q: 3 clusters Score -8073962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -8073965.500000 Penalty: 5501.353027
	Iteration 35Q: 3 clusters Score -8073966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -8073982.500000 Penalty: 5501.353027
	Iteration 36Q: 3 clusters Score -8073982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -8073975.000000 Penalty: 5501.353027
	Iteration 37Q: 3 clusters Score -8073975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8073984.500000 Penalty: 5501.353027
	Iteration 38Q: 3 clusters Score -8073984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -8073997.000000 Penalty: 5501.353027
	Iteration 39Q: 3 clusters Score -8073997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -8074000.000000 Penalty: 5501.353027
	Iteration 40F: 3 clusters Score -8074000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -8074006.000000 Penalty: 5501.353027
	Iteration 41Q: 3 clusters Score -8074006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -8074008.000000 Penalty: 5501.353027
	Iteration 42Q: 3 clusters Score -8074008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -8074004.000000 Penalty: 5501.353027
	Iteration 43Q: 3 clusters Score -8074004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -8074013.000000 Penalty: 5501.353027
	Iteration 44Q: 3 clusters Score -8074013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -8074020.000000 Penalty: 5501.353027
	Iteration 45Q: 3 clusters Score -8074020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -8074012.000000 Penalty: 5501.353027
	Iteration 46Q: 3 clusters Score -8074012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -8074018.000000 Penalty: 5501.353027
	Iteration 47Q: 3 clusters Score -8074018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -8074021.500000 Penalty: 5501.353027
	Iteration 48Q: 3 clusters Score -8074022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -8074026.500000 Penalty: 5501.353027
	Iteration 49Q: 3 clusters Score -8074026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -8074024.000000 Penalty: 5501.353027
	Iteration 50Q: 3 clusters Score -8074024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -8074026.000000 Penalty: 5501.353027
	Iteration 51Q: 3 clusters Score -8074026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -8074029.000000 Penalty: 5501.353027
	Iteration 52Q: 3 clusters Score -8074029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -8074027.500000 Penalty: 5501.353027
	Iteration 53Q: 3 clusters Score -8074028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8074028.500000 Penalty: 5501.353027
	Iteration 54Q: 3 clusters Score -8074028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8074026.000000 Penalty: 5501.353027
	Iteration 55Q: 3 clusters Score -8074026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8074026.000000 Penalty: 5501.353027
	Iteration 56F: 3 clusters Score -8074026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -383224.218750 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -383224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -379939.562500 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -379939.6 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -380627.156250 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -380627.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -380785.031250 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -380785 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -380877.906250 Penalty: 3970.496582
	Iteration 3Q: 3 clusters Score -380877.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -380948.625000 Penalty: 3970.496582
	Iteration 4Q: 3 clusters Score -380948.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -380983.718750 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -380983.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381004.406250 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -381004.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -381013.375000 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -381013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -381018.875000 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -381018.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -381023.937500 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -381023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -381027.593750 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -381027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -381030.375000 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -381030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -381038.000000 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -381038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381043.843750 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -381043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -381045.468750 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -381045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381048.906250 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -381048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -381051.843750 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -381051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381054.343750 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -381054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381058.843750 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -381058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381063.562500 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -381063.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -381068.156250 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -381068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381072.500000 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -381072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381073.812500 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -381073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381075.375000 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -381075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381076.718750 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -381076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -381079.031250 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -381079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -381080.562500 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -381080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381082.031250 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -381082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381082.031250 Penalty: 3970.496582
	Iteration 28F: 3 clusters Score -381082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Entering Unmasked Estep 
Score: -4277028.500000 Penalty: 2590.056152
	Iteration 0F: 2 clusters Score -4277028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4253572.500000 Penalty: 5180.112305
	Iteration 0F: 3 clusters Score -4253572 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4262066.500000 Penalty: 5180.112305
	Iteration 1F: 3 clusters Score -4262066 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4262563.500000 Penalty: 5180.112305
	Iteration 2Q: 3 clusters Score -4262564 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4263054.000000 Penalty: 5180.112305
	Iteration 3Q: 3 clusters Score -4263054 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4263661.500000 Penalty: 5180.112305
	Iteration 4Q: 3 clusters Score -4263662 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4264638.000000 Penalty: 5180.112305
	Iteration 5F: 3 clusters Score -4264638 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4266098.000000 Penalty: 5180.112305
	Iteration 6F: 3 clusters Score -4266098 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4268392.500000 Penalty: 5180.112305
	Iteration 7F: 3 clusters Score -4268392 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4271042.500000 Penalty: 5180.112305
	Iteration 8F: 3 clusters Score -4271042 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4273459.000000 Penalty: 5180.112305
	Iteration 9F: 3 clusters Score -4273459 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4275168.000000 Penalty: 5180.112305
	Iteration 10Q: 3 clusters Score -4275168 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4275849.500000 Penalty: 5180.112305
	Iteration 11Q: 3 clusters Score -4275850 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4276065.500000 Penalty: 5180.112305
	Iteration 12Q: 3 clusters Score -4276066 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4276160.500000 Penalty: 5180.112305
	Iteration 13Q: 3 clusters Score -4276160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4276212.500000 Penalty: 5180.112305
	Iteration 14Q: 3 clusters Score -4276212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4276236.500000 Penalty: 5180.112305
	Iteration 15Q: 3 clusters Score -4276236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4276241.000000 Penalty: 5180.112305
	Iteration 16Q: 3 clusters Score -4276241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4276236.500000 Penalty: 5180.112305
	Iteration 17Q: 3 clusters Score -4276236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4276247.000000 Penalty: 5180.112305
	Iteration 18Q: 3 clusters Score -4276247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4276252.500000 Penalty: 5180.112305
	Iteration 19Q: 3 clusters Score -4276252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4276258.500000 Penalty: 5180.112305
	Iteration 20F: 3 clusters Score -4276258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4276258.000000 Penalty: 5180.112305
	Iteration 21Q: 3 clusters Score -4276258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4276255.000000 Penalty: 5180.112305
	Iteration 22Q: 3 clusters Score -4276255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4276260.000000 Penalty: 5180.112305
	Iteration 23Q: 3 clusters Score -4276260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4276255.500000 Penalty: 5180.112305
	Iteration 24Q: 3 clusters Score -4276256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4276252.500000 Penalty: 5180.112305
	Iteration 25Q: 3 clusters Score -4276252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4276258.000000 Penalty: 5180.112305
	Iteration 26Q: 3 clusters Score -4276258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4276258.000000 Penalty: 5180.112305
	Iteration 27Q: 3 clusters Score -4276258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4276258.000000 Penalty: 5180.112305
	Iteration 28F: 3 clusters Score -4276258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -98597.070312 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -98597.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97023.078125 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -97023.08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97466.476562 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -97466.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97905.023438 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -97905.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98339.250000 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -98339.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98505.054688 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -98505.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98662.882812 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -98662.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98752.867188 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -98752.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98784.078125 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -98784.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98801.179688 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -98801.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98822.992188 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -98822.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98828.656250 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -98828.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98841.992188 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -98841.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98853.460938 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -98853.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98902.984375 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -98902.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98973.359375 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -98973.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99007.828125 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -99007.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99038.687500 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -99038.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99075.976562 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -99075.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99110.789062 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -99110.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99138.023438 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -99138.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99145.742188 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -99145.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99166.359375 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -99166.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99211.242188 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -99211.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99287.507812 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -99287.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99394.773438 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -99394.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99423.039062 Penalty: 3230.562256
	Iteration 25Q: 3 clusters Score -99423.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99427.257812 Penalty: 3230.562256
	Iteration 26Q: 3 clusters Score -99427.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99429.851562 Penalty: 3230.562256
	Iteration 27Q: 3 clusters Score -99429.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99429.851562 Penalty: 3230.562256
	Iteration 28F: 3 clusters Score -99429.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Entering Unmasked Estep 
Score: -134464480.000000 Penalty: 217528.843750
Splitting cluster 35 changes total score from -134461392.000000 to -134464480.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 36 (12418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Entering Unmasked Estep 
Score: -1553519.875000 Penalty: 2337.871826
	Iteration 0F: 2 clusters Score -1553520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1544322.375000 Penalty: 4675.743652
	Iteration 0F: 3 clusters Score -1544322 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1547290.125000 Penalty: 4675.743652
	Iteration 1F: 3 clusters Score -1547290 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1547805.750000 Penalty: 4675.743652
	Iteration 2F: 3 clusters Score -1547806 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1548254.750000 Penalty: 4675.743652
	Iteration 3F: 3 clusters Score -1548255 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1548709.250000 Penalty: 4675.743652
	Iteration 4F: 3 clusters Score -1548709 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1549137.375000 Penalty: 4675.743652
	Iteration 5F: 3 clusters Score -1549137 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1549513.750000 Penalty: 4675.743652
	Iteration 6F: 3 clusters Score -1549514 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1549831.250000 Penalty: 4675.743652
	Iteration 7Q: 3 clusters Score -1549831 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1550089.500000 Penalty: 4675.743652
	Iteration 8Q: 3 clusters Score -1550090 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1550273.875000 Penalty: 4675.743652
	Iteration 9Q: 3 clusters Score -1550274 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1550440.000000 Penalty: 4675.743652
	Iteration 10Q: 3 clusters Score -1550440 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1550566.250000 Penalty: 4675.743652
	Iteration 11Q: 3 clusters Score -1550566 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1550675.500000 Penalty: 4675.743652
	Iteration 12Q: 3 clusters Score -1550676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1550771.750000 Penalty: 4675.743652
	Iteration 13Q: 3 clusters Score -1550772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1550848.125000 Penalty: 4675.743652
	Iteration 14Q: 3 clusters Score -1550848 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1550915.000000 Penalty: 4675.743652
	Iteration 15Q: 3 clusters Score -1550915 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1550966.625000 Penalty: 4675.743652
	Iteration 16Q: 3 clusters Score -1550967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1551025.125000 Penalty: 4675.743652
	Iteration 17Q: 3 clusters Score -1551025 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1551078.500000 Penalty: 4675.743652
	Iteration 18Q: 3 clusters Score -1551078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1551128.875000 Penalty: 4675.743652
	Iteration 19Q: 3 clusters Score -1551129 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1551170.875000 Penalty: 4675.743652
	Iteration 20F: 3 clusters Score -1551171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1551203.375000 Penalty: 4675.743652
	Iteration 21Q: 3 clusters Score -1551203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1551234.875000 Penalty: 4675.743652
	Iteration 22Q: 3 clusters Score -1551235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1551260.625000 Penalty: 4675.743652
	Iteration 23Q: 3 clusters Score -1551261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1551288.625000 Penalty: 4675.743652
	Iteration 24Q: 3 clusters Score -1551289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1551320.500000 Penalty: 4675.743652
	Iteration 25Q: 3 clusters Score -1551320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1551341.000000 Penalty: 4675.743652
	Iteration 26Q: 3 clusters Score -1551341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1551360.000000 Penalty: 4675.743652
	Iteration 27Q: 3 clusters Score -1551360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1551376.750000 Penalty: 4675.743652
	Iteration 28Q: 3 clusters Score -1551377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1551395.750000 Penalty: 4675.743652
	Iteration 29Q: 3 clusters Score -1551396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1551415.375000 Penalty: 4675.743652
	Iteration 30Q: 3 clusters Score -1551415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1551427.000000 Penalty: 4675.743652
	Iteration 31Q: 3 clusters Score -1551427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1551441.750000 Penalty: 4675.743652
	Iteration 32Q: 3 clusters Score -1551442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1551454.875000 Penalty: 4675.743652
	Iteration 33Q: 3 clusters Score -1551455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1551465.375000 Penalty: 4675.743652
	Iteration 34Q: 3 clusters Score -1551465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1551472.250000 Penalty: 4675.743652
	Iteration 35Q: 3 clusters Score -1551472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1551479.375000 Penalty: 4675.743652
	Iteration 36Q: 3 clusters Score -1551479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1551479.500000 Penalty: 4675.743652
	Iteration 37Q: 3 clusters Score -1551480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1551483.250000 Penalty: 4675.743652
	Iteration 38Q: 3 clusters Score -1551483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1551481.875000 Penalty: 4675.743652
	Iteration 39Q: 3 clusters Score -1551482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1551482.125000 Penalty: 4675.743652
	Iteration 40F: 3 clusters Score -1551482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -324243.312500 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -324243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -320896.968750 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -320897 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -321890.156250 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -321890.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -322380.093750 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -322380.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -322793.687500 Penalty: 4000.994629
	Iteration 3F: 3 clusters Score -322793.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -323111.062500 Penalty: 4000.994629
	Iteration 4F: 3 clusters Score -323111.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -323327.250000 Penalty: 4000.994629
	Iteration 5F: 3 clusters Score -323327.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -323496.656250 Penalty: 4000.994629
	Iteration 6Q: 3 clusters Score -323496.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -323621.593750 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -323621.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -323713.468750 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -323713.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -323754.218750 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -323754.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -323786.843750 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -323786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -323808.343750 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -323808.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -323820.281250 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -323820.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -323825.468750 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -323825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -323828.250000 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -323828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -323831.468750 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -323831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -323833.625000 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -323833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -323837.843750 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -323837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -323843.062500 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -323843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -323844.625000 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -323844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -323844.500000 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -323844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -422350.937500 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -422350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -418764.468750 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -418764.5 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -419606.625000 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -419606.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -419859.718750 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -419859.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -420025.312500 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -420025.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420190.375000 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -420190.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -420319.375000 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -420319.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -420444.250000 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -420444.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -420564.562500 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -420564.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -420678.531250 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -420678.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -420805.906250 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -420805.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420941.625000 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -420941.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -421098.562500 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -421098.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -421243.593750 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -421243.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -421343.437500 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -421343.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -421409.531250 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -421409.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -421469.625000 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -421469.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -421550.406250 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -421550.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -421699.093750 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -421699.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -421863.437500 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -421863.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -421995.343750 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -421995.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -422125.593750 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -422125.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -422203.687500 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -422203.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -422254.375000 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -422254.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -422307.093750 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -422307.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -422365.062500 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -422365.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -422407.906250 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -422407.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -422443.218750 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -422443.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -422464.312500 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -422464.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -422483.875000 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -422483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -422496.781250 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -422496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -422505.093750 Penalty: 4047.758789
	Iteration 30Q: 3 clusters Score -422505.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -422514.937500 Penalty: 4047.758789
	Iteration 31Q: 3 clusters Score -422514.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -422521.281250 Penalty: 4047.758789
	Iteration 32Q: 3 clusters Score -422521.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -422527.687500 Penalty: 4047.758789
	Iteration 33Q: 3 clusters Score -422527.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -422532.593750 Penalty: 4047.758789
	Iteration 34Q: 3 clusters Score -422532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -422534.531250 Penalty: 4047.758789
	Iteration 35Q: 3 clusters Score -422534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -422534.531250 Penalty: 4047.758789
	Iteration 36F: 3 clusters Score -422534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 7419 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Entering Unmasked Estep 
Score: -134463264.000000 Penalty: 220981.687500
Splitting cluster 38 changes total score from -134461392.000000 to -134463264.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 39 (5493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Entering Unmasked Estep 
Score: -664090.250000 Penalty: 2135.584961
	Iteration 0F: 2 clusters Score -664090.2 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 2763 members 
Entering Unmasked Estep 
Score: -659212.125000 Penalty: 4271.169922
	Iteration 0F: 3 clusters Score -659212.1 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -660445.312500 Penalty: 4271.169922
	Iteration 1F: 3 clusters Score -660445.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -660720.125000 Penalty: 4271.169922
	Iteration 2F: 3 clusters Score -660720.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -660918.250000 Penalty: 4271.169922
	Iteration 3F: 3 clusters Score -660918.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -661083.625000 Penalty: 4271.169922
	Iteration 4Q: 3 clusters Score -661083.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -661264.000000 Penalty: 4271.169922
	Iteration 5Q: 3 clusters Score -661264 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -661473.687500 Penalty: 4271.169922
	Iteration 6Q: 3 clusters Score -661473.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -661723.187500 Penalty: 4271.169922
	Iteration 7Q: 3 clusters Score -661723.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -662003.375000 Penalty: 4271.169922
	Iteration 8Q: 3 clusters Score -662003.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -662316.312500 Penalty: 4271.169922
	Iteration 9F: 3 clusters Score -662316.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -662575.750000 Penalty: 4271.169922
	Iteration 10Q: 3 clusters Score -662575.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -662833.062500 Penalty: 4271.169922
	Iteration 11Q: 3 clusters Score -662833.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -663085.687500 Penalty: 4271.169922
	Iteration 12Q: 3 clusters Score -663085.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -663382.562500 Penalty: 4271.169922
	Iteration 13Q: 3 clusters Score -663382.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -663666.437500 Penalty: 4271.169922
	Iteration 14Q: 3 clusters Score -663666.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -663828.500000 Penalty: 4271.169922
	Iteration 15Q: 3 clusters Score -663828.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -663913.562500 Penalty: 4271.169922
	Iteration 16Q: 3 clusters Score -663913.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -663957.750000 Penalty: 4271.169922
	Iteration 17Q: 3 clusters Score -663957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -663979.875000 Penalty: 4271.169922
	Iteration 18Q: 3 clusters Score -663979.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -663987.687500 Penalty: 4271.169922
	Iteration 19Q: 3 clusters Score -663987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -663994.437500 Penalty: 4271.169922
	Iteration 20F: 3 clusters Score -663994.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -664005.000000 Penalty: 4271.169922
	Iteration 21Q: 3 clusters Score -664005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -664013.687500 Penalty: 4271.169922
	Iteration 22Q: 3 clusters Score -664013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -664025.187500 Penalty: 4271.169922
	Iteration 23Q: 3 clusters Score -664025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -664035.625000 Penalty: 4271.169922
	Iteration 24Q: 3 clusters Score -664035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -664045.062500 Penalty: 4271.169922
	Iteration 25Q: 3 clusters Score -664045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -664053.375000 Penalty: 4271.169922
	Iteration 26Q: 3 clusters Score -664053.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -664056.250000 Penalty: 4271.169922
	Iteration 27Q: 3 clusters Score -664056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -664060.812500 Penalty: 4271.169922
	Iteration 28Q: 3 clusters Score -664060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -664063.750000 Penalty: 4271.169922
	Iteration 29Q: 3 clusters Score -664063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -664065.625000 Penalty: 4271.169922
	Iteration 30Q: 3 clusters Score -664065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -664067.875000 Penalty: 4271.169922
	Iteration 31Q: 3 clusters Score -664067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -664067.875000 Penalty: 4271.169922
	Iteration 32Q: 3 clusters Score -664067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -664067.875000 Penalty: 4271.169922
	Iteration 33F: 3 clusters Score -664067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Entering Unmasked Estep 
Score: -2385601.000000 Penalty: 2447.152344
	Iteration 0F: 2 clusters Score -2385601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2372081.500000 Penalty: 4894.304688
	Iteration 0F: 3 clusters Score -2372082 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2376495.750000 Penalty: 4894.304688
	Iteration 1F: 3 clusters Score -2376496 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2376883.750000 Penalty: 4894.304688
	Iteration 2F: 3 clusters Score -2376884 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2377251.750000 Penalty: 4894.304688
	Iteration 3Q: 3 clusters Score -2377252 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2377653.500000 Penalty: 4894.304688
	Iteration 4Q: 3 clusters Score -2377654 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2378122.500000 Penalty: 4894.304688
	Iteration 5Q: 3 clusters Score -2378122 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2378657.750000 Penalty: 4894.304688
	Iteration 6Q: 3 clusters Score -2378658 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2379360.250000 Penalty: 4894.304688
	Iteration 7F: 3 clusters Score -2379360 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2380184.500000 Penalty: 4894.304688
	Iteration 8F: 3 clusters Score -2380184 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2381030.250000 Penalty: 4894.304688
	Iteration 9F: 3 clusters Score -2381030 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2381707.000000 Penalty: 4894.304688
	Iteration 10F: 3 clusters Score -2381707 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2382261.000000 Penalty: 4894.304688
	Iteration 11Q: 3 clusters Score -2382261 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2382732.250000 Penalty: 4894.304688
	Iteration 12Q: 3 clusters Score -2382732 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2383124.250000 Penalty: 4894.304688
	Iteration 13Q: 3 clusters Score -2383124 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2383456.750000 Penalty: 4894.304688
	Iteration 14Q: 3 clusters Score -2383457 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2383727.500000 Penalty: 4894.304688
	Iteration 15Q: 3 clusters Score -2383728 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2383891.500000 Penalty: 4894.304688
	Iteration 16Q: 3 clusters Score -2383892 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2383965.750000 Penalty: 4894.304688
	Iteration 17Q: 3 clusters Score -2383966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2384010.500000 Penalty: 4894.304688
	Iteration 18Q: 3 clusters Score -2384010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2384051.500000 Penalty: 4894.304688
	Iteration 19Q: 3 clusters Score -2384052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2384067.000000 Penalty: 4894.304688
	Iteration 20F: 3 clusters Score -2384067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2384069.750000 Penalty: 4894.304688
	Iteration 21Q: 3 clusters Score -2384070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2384083.500000 Penalty: 4894.304688
	Iteration 22Q: 3 clusters Score -2384084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2384092.250000 Penalty: 4894.304688
	Iteration 23Q: 3 clusters Score -2384092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2384106.500000 Penalty: 4894.304688
	Iteration 24Q: 3 clusters Score -2384106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2384110.500000 Penalty: 4894.304688
	Iteration 25Q: 3 clusters Score -2384110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2384115.750000 Penalty: 4894.304688
	Iteration 26Q: 3 clusters Score -2384116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2384122.250000 Penalty: 4894.304688
	Iteration 27Q: 3 clusters Score -2384122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2384123.000000 Penalty: 4894.304688
	Iteration 28Q: 3 clusters Score -2384123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2384122.250000 Penalty: 4894.304688
	Iteration 29Q: 3 clusters Score -2384122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2384130.250000 Penalty: 4894.304688
	Iteration 30Q: 3 clusters Score -2384130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2384132.000000 Penalty: 4894.304688
	Iteration 31Q: 3 clusters Score -2384132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2384130.750000 Penalty: 4894.304688
	Iteration 32Q: 3 clusters Score -2384131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2384131.000000 Penalty: 4894.304688
	Iteration 33Q: 3 clusters Score -2384131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2384131.000000 Penalty: 4894.304688
	Iteration 34F: 3 clusters Score -2384131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -891378.937500 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -891378.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -885377.812500 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -885377.8 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -887009.000000 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -887009 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -887345.500000 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -887345.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -887586.875000 Penalty: 4417.100098
	Iteration 3F: 3 clusters Score -887586.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -887802.562500 Penalty: 4417.100098
	Iteration 4Q: 3 clusters Score -887802.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -888078.750000 Penalty: 4417.100098
	Iteration 5Q: 3 clusters Score -888078.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -888429.437500 Penalty: 4417.100098
	Iteration 6F: 3 clusters Score -888429.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -888837.375000 Penalty: 4417.100098
	Iteration 7F: 3 clusters Score -888837.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -889173.937500 Penalty: 4417.100098
	Iteration 8F: 3 clusters Score -889173.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -889413.125000 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -889413.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -889560.750000 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -889560.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -889653.562500 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -889653.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -889709.000000 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -889709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -889739.500000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -889739.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -889754.437500 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -889754.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -889766.187500 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -889766.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -889775.812500 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -889775.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -889781.937500 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -889781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -889790.375000 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -889790.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -889794.187500 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -889794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -889796.937500 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -889796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -889798.312500 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -889798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -889797.312500 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -889797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -889800.562500 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -889800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -889800.187500 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -889800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -889800.000000 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -889800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -889800.000000 Penalty: 4417.100098
	Iteration 26F: 3 clusters Score -889800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -889244.937500 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -889244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -883384.187500 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -883384.2 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -885059.500000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -885059.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -885418.437500 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -885418.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -885724.062500 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -885724.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -886015.062500 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -886015.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -886277.062500 Penalty: 4408.412598
	Iteration 5F: 3 clusters Score -886277.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -886534.812500 Penalty: 4408.412598
	Iteration 6Q: 3 clusters Score -886534.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -886794.062500 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -886794.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -887036.437500 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -887036.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -887241.125000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -887241.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -887398.187500 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -887398.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -887535.312500 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -887535.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -887655.375000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -887655.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -887758.375000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -887758.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -887860.625000 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -887860.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -887936.375000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -887936.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -888014.000000 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -888014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -888067.812500 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -888067.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -888110.000000 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -888110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -888140.937500 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -888140.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -888165.875000 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -888165.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -888184.187500 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -888184.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -888200.000000 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -888200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -888213.625000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -888213.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -888226.812500 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -888226.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -888240.750000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -888240.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -888251.312500 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -888251.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -888257.500000 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -888257.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -888261.500000 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -888261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -888266.812500 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -888266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -888273.000000 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -888273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -888274.687500 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -888274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -888273.375000 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -888273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -888274.000000 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -888274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -888274.000000 Penalty: 4408.412598
	Iteration 34F: 3 clusters Score -888274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -293681.062500 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -293681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290634.312500 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -290634.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291411.875000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -291411.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291719.968750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -291720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291978.968750 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -291979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292141.250000 Penalty: 3919.817139
	Iteration 4F: 3 clusters Score -292141.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292250.718750 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -292250.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -292312.187500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -292312.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292377.875000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -292377.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -292433.406250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -292433.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292470.406250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -292470.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292494.906250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -292494.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -292524.062500 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -292524.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -292553.468750 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -292553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -292569.125000 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -292569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -292577.593750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -292577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292580.812500 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -292580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -292584.562500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -292584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292587.500000 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -292587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292589.375000 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -292589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292589.718750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -292589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292590.593750 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -292590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -292590.687500 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -292590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -292591.875000 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -292591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -292591.875000 Penalty: 3919.817139
	Iteration 23F: 3 clusters Score -292591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -911309.625000 Penalty: 2210.126221
	Iteration 0F: 2 clusters Score -911309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -905347.812500 Penalty: 4420.252441
	Iteration 0F: 3 clusters Score -905347.8 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -907094.687500 Penalty: 4420.252441
	Iteration 1F: 3 clusters Score -907094.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -907506.187500 Penalty: 4420.252441
	Iteration 2F: 3 clusters Score -907506.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -907843.312500 Penalty: 4420.252441
	Iteration 3F: 3 clusters Score -907843.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -908115.937500 Penalty: 4420.252441
	Iteration 4F: 3 clusters Score -908115.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -908343.625000 Penalty: 4420.252441
	Iteration 5Q: 3 clusters Score -908343.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -908555.312500 Penalty: 4420.252441
	Iteration 6Q: 3 clusters Score -908555.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -908799.125000 Penalty: 4420.252441
	Iteration 7Q: 3 clusters Score -908799.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -909119.375000 Penalty: 4420.252441
	Iteration 8Q: 3 clusters Score -909119.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -909531.750000 Penalty: 4420.252441
	Iteration 9Q: 3 clusters Score -909531.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -910049.187500 Penalty: 4420.252441
	Iteration 10Q: 3 clusters Score -910049.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -910734.937500 Penalty: 4420.252441
	Iteration 11Q: 3 clusters Score -910734.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -911324.812500 Penalty: 4420.252441
	Iteration 12Q: 3 clusters Score -911324.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -911553.625000 Penalty: 4420.252441
	Iteration 13Q: 3 clusters Score -911553.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -911627.812500 Penalty: 4420.252441
	Iteration 14Q: 3 clusters Score -911627.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -911651.625000 Penalty: 4420.252441
	Iteration 15Q: 3 clusters Score -911651.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -911664.062500 Penalty: 4420.252441
	Iteration 16Q: 3 clusters Score -911664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -911669.875000 Penalty: 4420.252441
	Iteration 17Q: 3 clusters Score -911669.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -911675.500000 Penalty: 4420.252441
	Iteration 18Q: 3 clusters Score -911675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -911674.875000 Penalty: 4420.252441
	Iteration 19Q: 3 clusters Score -911674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -911678.687500 Penalty: 4420.252441
	Iteration 20F: 3 clusters Score -911678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -911683.687500 Penalty: 4420.252441
	Iteration 21Q: 3 clusters Score -911683.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -911690.312500 Penalty: 4420.252441
	Iteration 22Q: 3 clusters Score -911690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -911693.625000 Penalty: 4420.252441
	Iteration 23Q: 3 clusters Score -911693.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -911700.562500 Penalty: 4420.252441
	Iteration 24Q: 3 clusters Score -911700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -911707.500000 Penalty: 4420.252441
	Iteration 25Q: 3 clusters Score -911707.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -911716.500000 Penalty: 4420.252441
	Iteration 26Q: 3 clusters Score -911716.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -911722.937500 Penalty: 4420.252441
	Iteration 27Q: 3 clusters Score -911722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -911726.500000 Penalty: 4420.252441
	Iteration 28Q: 3 clusters Score -911726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -911736.062500 Penalty: 4420.252441
	Iteration 29Q: 3 clusters Score -911736.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -911743.250000 Penalty: 4420.252441
	Iteration 30Q: 3 clusters Score -911743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -911750.812500 Penalty: 4420.252441
	Iteration 31Q: 3 clusters Score -911750.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -911764.312500 Penalty: 4420.252441
	Iteration 32Q: 3 clusters Score -911764.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -911780.937500 Penalty: 4420.252441
	Iteration 33Q: 3 clusters Score -911780.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -911798.375000 Penalty: 4420.252441
	Iteration 34Q: 3 clusters Score -911798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -911824.187500 Penalty: 4420.252441
	Iteration 35Q: 3 clusters Score -911824.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -911856.312500 Penalty: 4420.252441
	Iteration 36Q: 3 clusters Score -911856.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -911896.750000 Penalty: 4420.252441
	Iteration 37Q: 3 clusters Score -911896.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -911940.375000 Penalty: 4420.252441
	Iteration 38Q: 3 clusters Score -911940.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -911989.937500 Penalty: 4420.252441
	Iteration 39Q: 3 clusters Score -911989.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -912071.812500 Penalty: 4420.252441
	Iteration 40F: 3 clusters Score -912071.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -912136.687500 Penalty: 4420.252441
	Iteration 41Q: 3 clusters Score -912136.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -912209.062500 Penalty: 4420.252441
	Iteration 42Q: 3 clusters Score -912209.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -912285.187500 Penalty: 4420.252441
	Iteration 43Q: 3 clusters Score -912285.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -912342.937500 Penalty: 4420.252441
	Iteration 44Q: 3 clusters Score -912342.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -912373.750000 Penalty: 4420.252441
	Iteration 45Q: 3 clusters Score -912373.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -912392.187500 Penalty: 4420.252441
	Iteration 46Q: 3 clusters Score -912392.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -912398.750000 Penalty: 4420.252441
	Iteration 47Q: 3 clusters Score -912398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -912404.187500 Penalty: 4420.252441
	Iteration 48Q: 3 clusters Score -912404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -912404.625000 Penalty: 4420.252441
	Iteration 49Q: 3 clusters Score -912404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -912405.750000 Penalty: 4420.252441
	Iteration 50Q: 3 clusters Score -912405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -912404.437500 Penalty: 4420.252441
	Iteration 51Q: 3 clusters Score -912404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -912407.375000 Penalty: 4420.252441
	Iteration 52Q: 3 clusters Score -912407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -912408.750000 Penalty: 4420.252441
	Iteration 53Q: 3 clusters Score -912408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -912408.250000 Penalty: 4420.252441
	Iteration 54Q: 3 clusters Score -912408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -912408.250000 Penalty: 4420.252441
	Iteration 55F: 3 clusters Score -912408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 10135 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Entering Unmasked Estep 
Score: -134463520.000000 Penalty: 224434.515625
Splitting cluster 44 changes total score from -134461392.000000 to -134463520.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 45 (10135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Entering Unmasked Estep 
Score: -1236292.500000 Penalty: 2287.489990
	Iteration 0F: 2 clusters Score -1236292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1228525.875000 Penalty: 4574.979980
	Iteration 0F: 3 clusters Score -1228526 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1230979.250000 Penalty: 4574.979980
	Iteration 1F: 3 clusters Score -1230979 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1231409.000000 Penalty: 4574.979980
	Iteration 2F: 3 clusters Score -1231409 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1231821.625000 Penalty: 4574.979980
	Iteration 3F: 3 clusters Score -1231822 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1232389.625000 Penalty: 4574.979980
	Iteration 4F: 3 clusters Score -1232390 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1233137.875000 Penalty: 4574.979980
	Iteration 5F: 3 clusters Score -1233138 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1233981.125000 Penalty: 4574.979980
	Iteration 6F: 3 clusters Score -1233981 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1234771.250000 Penalty: 4574.979980
	Iteration 7F: 3 clusters Score -1234771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1235229.500000 Penalty: 4574.979980
	Iteration 8F: 3 clusters Score -1235230 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1235450.625000 Penalty: 4574.979980
	Iteration 9Q: 3 clusters Score -1235451 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1235610.625000 Penalty: 4574.979980
	Iteration 10Q: 3 clusters Score -1235611 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1235724.375000 Penalty: 4574.979980
	Iteration 11Q: 3 clusters Score -1235724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1235797.125000 Penalty: 4574.979980
	Iteration 12Q: 3 clusters Score -1235797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1235853.250000 Penalty: 4574.979980
	Iteration 13Q: 3 clusters Score -1235853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1235887.625000 Penalty: 4574.979980
	Iteration 14Q: 3 clusters Score -1235888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1235929.000000 Penalty: 4574.979980
	Iteration 15Q: 3 clusters Score -1235929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1235973.750000 Penalty: 4574.979980
	Iteration 16Q: 3 clusters Score -1235974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1236038.500000 Penalty: 4574.979980
	Iteration 17Q: 3 clusters Score -1236038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1236109.000000 Penalty: 4574.979980
	Iteration 18Q: 3 clusters Score -1236109 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1236184.750000 Penalty: 4574.979980
	Iteration 19Q: 3 clusters Score -1236185 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1236300.625000 Penalty: 4574.979980
	Iteration 20F: 3 clusters Score -1236301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1236413.875000 Penalty: 4574.979980
	Iteration 21Q: 3 clusters Score -1236414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1236507.375000 Penalty: 4574.979980
	Iteration 22Q: 3 clusters Score -1236507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1236571.875000 Penalty: 4574.979980
	Iteration 23Q: 3 clusters Score -1236572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1236607.375000 Penalty: 4574.979980
	Iteration 24Q: 3 clusters Score -1236607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1236650.500000 Penalty: 4574.979980
	Iteration 25Q: 3 clusters Score -1236650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1236684.875000 Penalty: 4574.979980
	Iteration 26Q: 3 clusters Score -1236685 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1236714.875000 Penalty: 4574.979980
	Iteration 27Q: 3 clusters Score -1236715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1236749.625000 Penalty: 4574.979980
	Iteration 28Q: 3 clusters Score -1236750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1236777.625000 Penalty: 4574.979980
	Iteration 29Q: 3 clusters Score -1236778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1236802.125000 Penalty: 4574.979980
	Iteration 30Q: 3 clusters Score -1236802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1236819.500000 Penalty: 4574.979980
	Iteration 31Q: 3 clusters Score -1236820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1236837.750000 Penalty: 4574.979980
	Iteration 32Q: 3 clusters Score -1236838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1236849.875000 Penalty: 4574.979980
	Iteration 33Q: 3 clusters Score -1236850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1236862.250000 Penalty: 4574.979980
	Iteration 34Q: 3 clusters Score -1236862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1236874.875000 Penalty: 4574.979980
	Iteration 35Q: 3 clusters Score -1236875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1236888.250000 Penalty: 4574.979980
	Iteration 36Q: 3 clusters Score -1236888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1236888.875000 Penalty: 4574.979980
	Iteration 37Q: 3 clusters Score -1236889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1236895.625000 Penalty: 4574.979980
	Iteration 38Q: 3 clusters Score -1236896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1236897.500000 Penalty: 4574.979980
	Iteration 39Q: 3 clusters Score -1236898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1236903.125000 Penalty: 4574.979980
	Iteration 40F: 3 clusters Score -1236903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1236900.625000 Penalty: 4574.979980
	Iteration 41Q: 3 clusters Score -1236901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1236907.250000 Penalty: 4574.979980
	Iteration 42Q: 3 clusters Score -1236907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1236911.500000 Penalty: 4574.979980
	Iteration 43Q: 3 clusters Score -1236912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236914.875000 Penalty: 4574.979980
	Iteration 44Q: 3 clusters Score -1236915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1236917.375000 Penalty: 4574.979980
	Iteration 45Q: 3 clusters Score -1236917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1236917.500000 Penalty: 4574.979980
	Iteration 46Q: 3 clusters Score -1236918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1236917.125000 Penalty: 4574.979980
	Iteration 47Q: 3 clusters Score -1236917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1236919.250000 Penalty: 4574.979980
	Iteration 48Q: 3 clusters Score -1236919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1236918.250000 Penalty: 4574.979980
	Iteration 49Q: 3 clusters Score -1236918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1236921.625000 Penalty: 4574.979980
	Iteration 50Q: 3 clusters Score -1236922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1236921.500000 Penalty: 4574.979980
	Iteration 51Q: 3 clusters Score -1236922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236918.750000 Penalty: 4574.979980
	Iteration 52Q: 3 clusters Score -1236919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1236923.000000 Penalty: 4574.979980
	Iteration 53Q: 3 clusters Score -1236923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236921.375000 Penalty: 4574.979980
	Iteration 54Q: 3 clusters Score -1236921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1236921.625000 Penalty: 4574.979980
	Iteration 55Q: 3 clusters Score -1236922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1236921.375000 Penalty: 4574.979980
	Iteration 56Q: 3 clusters Score -1236921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1236922.750000 Penalty: 4574.979980
	Iteration 57Q: 3 clusters Score -1236923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1236922.750000 Penalty: 4574.979980
	Iteration 58F: 3 clusters Score -1236923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 2988 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Mstep: Class 66 contains 5456 members 
Entering Unmasked Estep 
Score: -134463104.000000 Penalty: 227887.359375
Splitting cluster 45 changes total score from -134461392.000000 to -134463104.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 46 (35428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Entering Unmasked Estep 
Score: -4485921.500000 Penalty: 2597.864014
	Iteration 0F: 2 clusters Score -4485922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4461782.000000 Penalty: 5195.728027
	Iteration 0F: 3 clusters Score -4461782 nChanged 16138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4470682.500000 Penalty: 5195.728027
	Iteration 1F: 3 clusters Score -4470682 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4471139.000000 Penalty: 5195.728027
	Iteration 2Q: 3 clusters Score -4471139 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4471595.000000 Penalty: 5195.728027
	Iteration 3Q: 3 clusters Score -4471595 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4472110.000000 Penalty: 5195.728027
	Iteration 4Q: 3 clusters Score -4472110 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4472853.000000 Penalty: 5195.728027
	Iteration 5Q: 3 clusters Score -4472853 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4473892.000000 Penalty: 5195.728027
	Iteration 6F: 3 clusters Score -4473892 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4475403.500000 Penalty: 5195.728027
	Iteration 7F: 3 clusters Score -4475404 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4477268.000000 Penalty: 5195.728027
	Iteration 8F: 3 clusters Score -4477268 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4479385.000000 Penalty: 5195.728027
	Iteration 9F: 3 clusters Score -4479385 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4481171.000000 Penalty: 5195.728027
	Iteration 10F: 3 clusters Score -4481171 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4482385.500000 Penalty: 5195.728027
	Iteration 11Q: 3 clusters Score -4482386 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4483013.500000 Penalty: 5195.728027
	Iteration 12Q: 3 clusters Score -4483014 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4483283.500000 Penalty: 5195.728027
	Iteration 13Q: 3 clusters Score -4483284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4483409.000000 Penalty: 5195.728027
	Iteration 14Q: 3 clusters Score -4483409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4483489.000000 Penalty: 5195.728027
	Iteration 15Q: 3 clusters Score -4483489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4483531.000000 Penalty: 5195.728027
	Iteration 16Q: 3 clusters Score -4483531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4483568.500000 Penalty: 5195.728027
	Iteration 17Q: 3 clusters Score -4483568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4483580.500000 Penalty: 5195.728027
	Iteration 18Q: 3 clusters Score -4483580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4483587.000000 Penalty: 5195.728027
	Iteration 19Q: 3 clusters Score -4483587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4483601.500000 Penalty: 5195.728027
	Iteration 20F: 3 clusters Score -4483602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4483603.000000 Penalty: 5195.728027
	Iteration 21Q: 3 clusters Score -4483603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4483609.500000 Penalty: 5195.728027
	Iteration 22Q: 3 clusters Score -4483610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4483616.000000 Penalty: 5195.728027
	Iteration 23Q: 3 clusters Score -4483616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4483626.000000 Penalty: 5195.728027
	Iteration 24Q: 3 clusters Score -4483626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4483626.000000 Penalty: 5195.728027
	Iteration 25Q: 3 clusters Score -4483626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4483639.000000 Penalty: 5195.728027
	Iteration 26Q: 3 clusters Score -4483639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4483633.500000 Penalty: 5195.728027
	Iteration 27Q: 3 clusters Score -4483634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4483632.500000 Penalty: 5195.728027
	Iteration 28Q: 3 clusters Score -4483632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4483632.500000 Penalty: 5195.728027
	Iteration 29F: 3 clusters Score -4483632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -471169.000000 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -471169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -468006.937500 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -468006.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -469499.843750 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -469499.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -470455.562500 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -470455.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -471246.750000 Penalty: 3969.170166
	Iteration 3F: 3 clusters Score -471246.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -471761.031250 Penalty: 3969.170166
	Iteration 4F: 3 clusters Score -471761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -471942.125000 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -471942.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -472039.593750 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -472039.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -472096.218750 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -472096.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -472127.000000 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -472127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -472131.843750 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -472131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -472134.687500 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -472134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -472138.312500 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -472138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -472142.531250 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -472142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -472145.500000 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -472145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -472146.781250 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -472146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -472149.031250 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -472149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -472150.687500 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -472150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -472151.187500 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -472151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -472151.250000 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -472151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -472152.218750 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -472152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -472152.437500 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -472152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -472153.593750 Penalty: 3969.170166
	Iteration 21Q: 3 clusters Score -472153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -472154.281250 Penalty: 3969.170166
	Iteration 22Q: 3 clusters Score -472154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -472155.187500 Penalty: 3969.170166
	Iteration 23Q: 3 clusters Score -472155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -472154.437500 Penalty: 3969.170166
	Iteration 24Q: 3 clusters Score -472154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -472154.937500 Penalty: 3969.170166
	Iteration 25Q: 3 clusters Score -472154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -472156.125000 Penalty: 3969.170166
	Iteration 26Q: 3 clusters Score -472156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -472158.000000 Penalty: 3969.170166
	Iteration 27Q: 3 clusters Score -472158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -472158.625000 Penalty: 3969.170166
	Iteration 28Q: 3 clusters Score -472158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472160.093750 Penalty: 3969.170166
	Iteration 29Q: 3 clusters Score -472160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472160.093750 Penalty: 3969.170166
	Iteration 30F: 3 clusters Score -472160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 721 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Mstep: Class 66 contains 5456 members 
Mstep: Class 67 contains 2107 members 
Entering Unmasked Estep 
Score: -134462576.000000 Penalty: 231340.203125
Splitting cluster 47 changes total score from -134461392.000000 to -134462576.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 48 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1459889.500000 Penalty: 2328.987061
	Iteration 0F: 2 clusters Score -1459890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1450986.250000 Penalty: 4657.974121
	Iteration 0F: 3 clusters Score -1450986 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1453994.250000 Penalty: 4657.974121
	Iteration 1F: 3 clusters Score -1453994 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1454554.750000 Penalty: 4657.974121
	Iteration 2F: 3 clusters Score -1454555 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1455044.250000 Penalty: 4657.974121
	Iteration 3F: 3 clusters Score -1455044 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1455447.375000 Penalty: 4657.974121
	Iteration 4F: 3 clusters Score -1455447 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1455839.000000 Penalty: 4657.974121
	Iteration 5F: 3 clusters Score -1455839 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1456204.125000 Penalty: 4657.974121
	Iteration 6Q: 3 clusters Score -1456204 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1456547.000000 Penalty: 4657.974121
	Iteration 7Q: 3 clusters Score -1456547 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1456867.875000 Penalty: 4657.974121
	Iteration 8Q: 3 clusters Score -1456868 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1457151.125000 Penalty: 4657.974121
	Iteration 9Q: 3 clusters Score -1457151 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1457381.875000 Penalty: 4657.974121
	Iteration 10Q: 3 clusters Score -1457382 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1457571.125000 Penalty: 4657.974121
	Iteration 11Q: 3 clusters Score -1457571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1457698.250000 Penalty: 4657.974121
	Iteration 12Q: 3 clusters Score -1457698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1457800.875000 Penalty: 4657.974121
	Iteration 13Q: 3 clusters Score -1457801 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1457889.500000 Penalty: 4657.974121
	Iteration 14Q: 3 clusters Score -1457890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1457966.625000 Penalty: 4657.974121
	Iteration 15Q: 3 clusters Score -1457967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1458017.625000 Penalty: 4657.974121
	Iteration 16Q: 3 clusters Score -1458018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1458062.375000 Penalty: 4657.974121
	Iteration 17Q: 3 clusters Score -1458062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1458112.125000 Penalty: 4657.974121
	Iteration 18Q: 3 clusters Score -1458112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1458144.750000 Penalty: 4657.974121
	Iteration 19Q: 3 clusters Score -1458145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1458167.625000 Penalty: 4657.974121
	Iteration 20F: 3 clusters Score -1458168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1458188.000000 Penalty: 4657.974121
	Iteration 21Q: 3 clusters Score -1458188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1458208.125000 Penalty: 4657.974121
	Iteration 22Q: 3 clusters Score -1458208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1458223.250000 Penalty: 4657.974121
	Iteration 23Q: 3 clusters Score -1458223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1458238.375000 Penalty: 4657.974121
	Iteration 24Q: 3 clusters Score -1458238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1458252.375000 Penalty: 4657.974121
	Iteration 25Q: 3 clusters Score -1458252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1458266.000000 Penalty: 4657.974121
	Iteration 26Q: 3 clusters Score -1458266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1458279.000000 Penalty: 4657.974121
	Iteration 27Q: 3 clusters Score -1458279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1458297.000000 Penalty: 4657.974121
	Iteration 28Q: 3 clusters Score -1458297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1458307.625000 Penalty: 4657.974121
	Iteration 29Q: 3 clusters Score -1458308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1458320.625000 Penalty: 4657.974121
	Iteration 30Q: 3 clusters Score -1458321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1458323.500000 Penalty: 4657.974121
	Iteration 31Q: 3 clusters Score -1458324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1458332.375000 Penalty: 4657.974121
	Iteration 32Q: 3 clusters Score -1458332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1458336.125000 Penalty: 4657.974121
	Iteration 33Q: 3 clusters Score -1458336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1458335.625000 Penalty: 4657.974121
	Iteration 34Q: 3 clusters Score -1458336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1458340.875000 Penalty: 4657.974121
	Iteration 35Q: 3 clusters Score -1458341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1458345.500000 Penalty: 4657.974121
	Iteration 36Q: 3 clusters Score -1458346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1458349.750000 Penalty: 4657.974121
	Iteration 37Q: 3 clusters Score -1458350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1458351.750000 Penalty: 4657.974121
	Iteration 38Q: 3 clusters Score -1458352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1458354.000000 Penalty: 4657.974121
	Iteration 39Q: 3 clusters Score -1458354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1458357.125000 Penalty: 4657.974121
	Iteration 40F: 3 clusters Score -1458357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1458364.250000 Penalty: 4657.974121
	Iteration 41Q: 3 clusters Score -1458364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1458369.250000 Penalty: 4657.974121
	Iteration 42Q: 3 clusters Score -1458369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1458372.375000 Penalty: 4657.974121
	Iteration 43Q: 3 clusters Score -1458372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1458375.625000 Penalty: 4657.974121
	Iteration 44Q: 3 clusters Score -1458376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1458377.000000 Penalty: 4657.974121
	Iteration 45Q: 3 clusters Score -1458377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1458381.000000 Penalty: 4657.974121
	Iteration 46Q: 3 clusters Score -1458381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1458385.375000 Penalty: 4657.974121
	Iteration 47Q: 3 clusters Score -1458385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1458390.750000 Penalty: 4657.974121
	Iteration 48Q: 3 clusters Score -1458391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1458391.625000 Penalty: 4657.974121
	Iteration 49Q: 3 clusters Score -1458392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1458392.500000 Penalty: 4657.974121
	Iteration 50Q: 3 clusters Score -1458392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1458394.750000 Penalty: 4657.974121
	Iteration 51Q: 3 clusters Score -1458395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1458399.375000 Penalty: 4657.974121
	Iteration 52Q: 3 clusters Score -1458399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1458395.750000 Penalty: 4657.974121
	Iteration 53Q: 3 clusters Score -1458396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1458400.250000 Penalty: 4657.974121
	Iteration 54Q: 3 clusters Score -1458400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1458400.375000 Penalty: 4657.974121
	Iteration 55Q: 3 clusters Score -1458400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1458402.125000 Penalty: 4657.974121
	Iteration 56Q: 3 clusters Score -1458402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1458402.125000 Penalty: 4657.974121
	Iteration 57Q: 3 clusters Score -1458402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1458405.000000 Penalty: 4657.974121
	Iteration 58Q: 3 clusters Score -1458405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1458407.000000 Penalty: 4657.974121
	Iteration 59Q: 3 clusters Score -1458407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1458411.750000 Penalty: 4657.974121
	Iteration 60F: 3 clusters Score -1458412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1458410.125000 Penalty: 4657.974121
	Iteration 61Q: 3 clusters Score -1458410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1458410.250000 Penalty: 4657.974121
	Iteration 62Q: 3 clusters Score -1458410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1458413.625000 Penalty: 4657.974121
	Iteration 63Q: 3 clusters Score -1458414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1458413.250000 Penalty: 4657.974121
	Iteration 64Q: 3 clusters Score -1458413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1458416.250000 Penalty: 4657.974121
	Iteration 65Q: 3 clusters Score -1458416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1458413.250000 Penalty: 4657.974121
	Iteration 66Q: 3 clusters Score -1458413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1458415.000000 Penalty: 4657.974121
	Iteration 67Q: 3 clusters Score -1458415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1458415.875000 Penalty: 4657.974121
	Iteration 68Q: 3 clusters Score -1458416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1458418.750000 Penalty: 4657.974121
	Iteration 69Q: 3 clusters Score -1458419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1458420.000000 Penalty: 4657.974121
	Iteration 70Q: 3 clusters Score -1458420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1458421.250000 Penalty: 4657.974121
	Iteration 71Q: 3 clusters Score -1458421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1458421.375000 Penalty: 4657.974121
	Iteration 72Q: 3 clusters Score -1458421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1458421.375000 Penalty: 4657.974121
	Iteration 73F: 3 clusters Score -1458421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -414859.875000 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -414859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -411327.062500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -411327.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -412056.375000 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -412056.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -412234.218750 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -412234.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -412340.343750 Penalty: 4029.284668
	Iteration 3Q: 3 clusters Score -412340.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412433.375000 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -412433.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -412518.406250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -412518.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -412580.000000 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -412580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412631.062500 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -412631.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -412700.750000 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -412700.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -412775.437500 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -412775.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -412844.093750 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -412844.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -412909.656250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -412909.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -412962.750000 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -412962.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -412994.375000 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -412994.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -413020.875000 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -413020.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -413050.625000 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -413050.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -413076.593750 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -413076.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -413099.781250 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -413099.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -413131.593750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -413131.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -413155.531250 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -413155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -413173.125000 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -413173.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -413184.093750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -413184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -413198.656250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -413198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -413210.625000 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -413210.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -413220.500000 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -413220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -413226.812500 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -413226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -413232.781250 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -413232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -413238.031250 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -413238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -413241.375000 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -413241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -413245.656250 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -413245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -413246.343750 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -413246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -413247.312500 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -413247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -413248.218750 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -413248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -413248.218750 Penalty: 4029.284668
	Iteration 33F: 3 clusters Score -413248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -327938.718750 Penalty: 1957.142700
	Iteration 0F: 2 clusters Score -327938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -324950.500000 Penalty: 3914.285400
	Iteration 0F: 3 clusters Score -324950.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325533.093750 Penalty: 3914.285400
	Iteration 1F: 3 clusters Score -325533.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325677.937500 Penalty: 3914.285400
	Iteration 2F: 3 clusters Score -325677.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -325772.593750 Penalty: 3914.285400
	Iteration 3Q: 3 clusters Score -325772.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -325845.312500 Penalty: 3914.285400
	Iteration 4Q: 3 clusters Score -325845.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -325909.000000 Penalty: 3914.285400
	Iteration 5Q: 3 clusters Score -325909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -325966.375000 Penalty: 3914.285400
	Iteration 6Q: 3 clusters Score -325966.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -326021.031250 Penalty: 3914.285400
	Iteration 7Q: 3 clusters Score -326021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -326077.218750 Penalty: 3914.285400
	Iteration 8Q: 3 clusters Score -326077.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -326126.656250 Penalty: 3914.285400
	Iteration 9Q: 3 clusters Score -326126.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -326174.343750 Penalty: 3914.285400
	Iteration 10Q: 3 clusters Score -326174.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -326204.781250 Penalty: 3914.285400
	Iteration 11Q: 3 clusters Score -326204.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -326242.531250 Penalty: 3914.285400
	Iteration 12Q: 3 clusters Score -326242.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -326282.687500 Penalty: 3914.285400
	Iteration 13Q: 3 clusters Score -326282.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -326326.031250 Penalty: 3914.285400
	Iteration 14Q: 3 clusters Score -326326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -326358.718750 Penalty: 3914.285400
	Iteration 15Q: 3 clusters Score -326358.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -326379.000000 Penalty: 3914.285400
	Iteration 16Q: 3 clusters Score -326379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -326397.625000 Penalty: 3914.285400
	Iteration 17Q: 3 clusters Score -326397.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -326414.750000 Penalty: 3914.285400
	Iteration 18Q: 3 clusters Score -326414.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -326429.343750 Penalty: 3914.285400
	Iteration 19Q: 3 clusters Score -326429.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -326446.218750 Penalty: 3914.285400
	Iteration 20F: 3 clusters Score -326446.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -326456.125000 Penalty: 3914.285400
	Iteration 21Q: 3 clusters Score -326456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -326464.875000 Penalty: 3914.285400
	Iteration 22Q: 3 clusters Score -326464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -326470.687500 Penalty: 3914.285400
	Iteration 23Q: 3 clusters Score -326470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -326477.875000 Penalty: 3914.285400
	Iteration 24Q: 3 clusters Score -326477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -326482.718750 Penalty: 3914.285400
	Iteration 25Q: 3 clusters Score -326482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -326489.562500 Penalty: 3914.285400
	Iteration 26Q: 3 clusters Score -326489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -326499.000000 Penalty: 3914.285400
	Iteration 27Q: 3 clusters Score -326499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -326502.468750 Penalty: 3914.285400
	Iteration 28Q: 3 clusters Score -326502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -326504.468750 Penalty: 3914.285400
	Iteration 29Q: 3 clusters Score -326504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -326504.500000 Penalty: 3914.285400
	Iteration 30Q: 3 clusters Score -326504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -326505.937500 Penalty: 3914.285400
	Iteration 31Q: 3 clusters Score -326505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -326506.468750 Penalty: 3914.285400
	Iteration 32Q: 3 clusters Score -326506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -326508.625000 Penalty: 3914.285400
	Iteration 33Q: 3 clusters Score -326508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -326508.562500 Penalty: 3914.285400
	Iteration 34Q: 3 clusters Score -326508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -326508.562500 Penalty: 3914.285400
	Iteration 35F: 3 clusters Score -326508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -620623.375000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -620623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -616101.375000 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -616101.4 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -617287.187500 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -617287.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -617554.875000 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -617554.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -617747.750000 Penalty: 4232.986816
	Iteration 3F: 3 clusters Score -617747.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -617966.625000 Penalty: 4232.986816
	Iteration 4F: 3 clusters Score -617966.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -618208.875000 Penalty: 4232.986816
	Iteration 5F: 3 clusters Score -618208.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -618421.312500 Penalty: 4232.986816
	Iteration 6Q: 3 clusters Score -618421.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -618586.750000 Penalty: 4232.986816
	Iteration 7Q: 3 clusters Score -618586.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -618700.312500 Penalty: 4232.986816
	Iteration 8Q: 3 clusters Score -618700.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -618779.062500 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -618779.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -618827.937500 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -618827.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -618873.562500 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -618873.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -618911.000000 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -618911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -618943.250000 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -618943.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -618976.250000 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -618976.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -619000.500000 Penalty: 4232.986816
	Iteration 15Q: 3 clusters Score -619000.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -619022.000000 Penalty: 4232.986816
	Iteration 16Q: 3 clusters Score -619022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -619038.750000 Penalty: 4232.986816
	Iteration 17Q: 3 clusters Score -619038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -619046.437500 Penalty: 4232.986816
	Iteration 18Q: 3 clusters Score -619046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -619058.437500 Penalty: 4232.986816
	Iteration 19Q: 3 clusters Score -619058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -619068.625000 Penalty: 4232.986816
	Iteration 20F: 3 clusters Score -619068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -619073.437500 Penalty: 4232.986816
	Iteration 21Q: 3 clusters Score -619073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -619076.437500 Penalty: 4232.986816
	Iteration 22Q: 3 clusters Score -619076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619079.687500 Penalty: 4232.986816
	Iteration 23Q: 3 clusters Score -619079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -619081.875000 Penalty: 4232.986816
	Iteration 24Q: 3 clusters Score -619081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -619082.875000 Penalty: 4232.986816
	Iteration 25Q: 3 clusters Score -619082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619085.250000 Penalty: 4232.986816
	Iteration 26Q: 3 clusters Score -619085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619086.000000 Penalty: 4232.986816
	Iteration 27Q: 3 clusters Score -619086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619087.500000 Penalty: 4232.986816
	Iteration 28Q: 3 clusters Score -619087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619087.500000 Penalty: 4232.986816
	Iteration 29F: 3 clusters Score -619087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -71709.046875 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -71709.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70344.140625 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -70344.14 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71256.046875 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -71256.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71708.250000 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -71708.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72033.671875 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -72033.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72590.648438 Penalty: 3263.996826
	Iteration 4F: 3 clusters Score -72590.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73909.062500 Penalty: 3263.996826
	Iteration 5F: 3 clusters Score -73909.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75736.695312 Penalty: 3263.996826
	Iteration 6F: 3 clusters Score -75736.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76548.007812 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -76548.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76801.476562 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -76801.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76942.804688 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -76942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76998.500000 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -76998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77019.125000 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -77019.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77058.046875 Penalty: 3263.996826
	Iteration 12F: 3 clusters Score -77058.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77208.023438 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -77208.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77226.640625 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -77226.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77230.367188 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -77230.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77232.921875 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -77232.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77232.921875 Penalty: 3263.996826
	Iteration 17F: 3 clusters Score -77232.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 370 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 3695 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Mstep: Class 66 contains 5456 members 
Mstep: Class 67 contains 2107 members 
Mstep: Class 68 contains 351 members 
Entering Unmasked Estep 
Score: -134466464.000000 Penalty: 234793.031250
Splitting cluster 52 changes total score from -134461392.000000 to -134466464.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 53 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -1057344.875000 Penalty: 2247.480225
	Iteration 0F: 2 clusters Score -1057345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1050574.375000 Penalty: 4494.960449
	Iteration 0F: 3 clusters Score -1050574 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1052500.250000 Penalty: 4494.960449
	Iteration 1F: 3 clusters Score -1052500 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1052895.000000 Penalty: 4494.960449
	Iteration 2F: 3 clusters Score -1052895 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1053280.125000 Penalty: 4494.960449
	Iteration 3F: 3 clusters Score -1053280 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1053679.750000 Penalty: 4494.960449
	Iteration 4F: 3 clusters Score -1053680 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1054143.125000 Penalty: 4494.960449
	Iteration 5F: 3 clusters Score -1054143 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1054669.875000 Penalty: 4494.960449
	Iteration 6F: 3 clusters Score -1054670 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1055216.375000 Penalty: 4494.960449
	Iteration 7F: 3 clusters Score -1055216 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1055655.500000 Penalty: 4494.960449
	Iteration 8F: 3 clusters Score -1055656 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1056021.875000 Penalty: 4494.960449
	Iteration 9Q: 3 clusters Score -1056022 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1056318.125000 Penalty: 4494.960449
	Iteration 10Q: 3 clusters Score -1056318 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1056515.000000 Penalty: 4494.960449
	Iteration 11Q: 3 clusters Score -1056515 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1056619.500000 Penalty: 4494.960449
	Iteration 12Q: 3 clusters Score -1056620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1056663.375000 Penalty: 4494.960449
	Iteration 13Q: 3 clusters Score -1056663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1056691.750000 Penalty: 4494.960449
	Iteration 14Q: 3 clusters Score -1056692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1056701.000000 Penalty: 4494.960449
	Iteration 15Q: 3 clusters Score -1056701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1056709.250000 Penalty: 4494.960449
	Iteration 16Q: 3 clusters Score -1056709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1056714.125000 Penalty: 4494.960449
	Iteration 17Q: 3 clusters Score -1056714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1056717.375000 Penalty: 4494.960449
	Iteration 18Q: 3 clusters Score -1056717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1056723.000000 Penalty: 4494.960449
	Iteration 19Q: 3 clusters Score -1056723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1056723.500000 Penalty: 4494.960449
	Iteration 20F: 3 clusters Score -1056724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1056724.375000 Penalty: 4494.960449
	Iteration 21Q: 3 clusters Score -1056724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1056724.250000 Penalty: 4494.960449
	Iteration 22Q: 3 clusters Score -1056724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1056729.125000 Penalty: 4494.960449
	Iteration 23Q: 3 clusters Score -1056729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1056727.625000 Penalty: 4494.960449
	Iteration 24Q: 3 clusters Score -1056728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1056728.500000 Penalty: 4494.960449
	Iteration 25Q: 3 clusters Score -1056728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1056728.500000 Penalty: 4494.960449
	Iteration 26F: 3 clusters Score -1056728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -442666.812500 Penalty: 2037.254517
	Iteration 0F: 2 clusters Score -442666.8 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 1887 members 
Entering Unmasked Estep 
Score: -438970.281250 Penalty: 4074.509033
	Iteration 0F: 3 clusters Score -438970.3 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -439752.500000 Penalty: 4074.509033
	Iteration 1F: 3 clusters Score -439752.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -439973.000000 Penalty: 4074.509033
	Iteration 2F: 3 clusters Score -439973 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -440108.843750 Penalty: 4074.509033
	Iteration 3F: 3 clusters Score -440108.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -440219.843750 Penalty: 4074.509033
	Iteration 4Q: 3 clusters Score -440219.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -440317.937500 Penalty: 4074.509033
	Iteration 5Q: 3 clusters Score -440317.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -440426.625000 Penalty: 4074.509033
	Iteration 6Q: 3 clusters Score -440426.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -440522.906250 Penalty: 4074.509033
	Iteration 7Q: 3 clusters Score -440522.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -440622.343750 Penalty: 4074.509033
	Iteration 8Q: 3 clusters Score -440622.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -440723.937500 Penalty: 4074.509033
	Iteration 9Q: 3 clusters Score -440723.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -440823.593750 Penalty: 4074.509033
	Iteration 10Q: 3 clusters Score -440823.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440920.906250 Penalty: 4074.509033
	Iteration 11Q: 3 clusters Score -440920.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -441029.375000 Penalty: 4074.509033
	Iteration 12Q: 3 clusters Score -441029.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -441169.156250 Penalty: 4074.509033
	Iteration 13Q: 3 clusters Score -441169.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -441398.156250 Penalty: 4074.509033
	Iteration 14Q: 3 clusters Score -441398.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -441716.937500 Penalty: 4074.509033
	Iteration 15Q: 3 clusters Score -441716.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -442060.937500 Penalty: 4074.509033
	Iteration 16Q: 3 clusters Score -442060.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -442405.062500 Penalty: 4074.509033
	Iteration 17Q: 3 clusters Score -442405.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -442783.000000 Penalty: 4074.509033
	Iteration 18F: 3 clusters Score -442783 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -443061.000000 Penalty: 4074.509033
	Iteration 19Q: 3 clusters Score -443061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -443259.187500 Penalty: 4074.509033
	Iteration 20F: 3 clusters Score -443259.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -443387.531250 Penalty: 4074.509033
	Iteration 21Q: 3 clusters Score -443387.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -443475.468750 Penalty: 4074.509033
	Iteration 22Q: 3 clusters Score -443475.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -443548.562500 Penalty: 4074.509033
	Iteration 23Q: 3 clusters Score -443548.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -443589.437500 Penalty: 4074.509033
	Iteration 24Q: 3 clusters Score -443589.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -443607.406250 Penalty: 4074.509033
	Iteration 25Q: 3 clusters Score -443607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -443617.500000 Penalty: 4074.509033
	Iteration 26Q: 3 clusters Score -443617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -443621.281250 Penalty: 4074.509033
	Iteration 27Q: 3 clusters Score -443621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -443623.812500 Penalty: 4074.509033
	Iteration 28Q: 3 clusters Score -443623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -443626.875000 Penalty: 4074.509033
	Iteration 29Q: 3 clusters Score -443626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -443631.718750 Penalty: 4074.509033
	Iteration 30Q: 3 clusters Score -443631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -443638.375000 Penalty: 4074.509033
	Iteration 31Q: 3 clusters Score -443638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -443643.093750 Penalty: 4074.509033
	Iteration 32Q: 3 clusters Score -443643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -443649.437500 Penalty: 4074.509033
	Iteration 33Q: 3 clusters Score -443649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -443650.156250 Penalty: 4074.509033
	Iteration 34Q: 3 clusters Score -443650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -443651.468750 Penalty: 4074.509033
	Iteration 35Q: 3 clusters Score -443651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -443651.500000 Penalty: 4074.509033
	Iteration 36Q: 3 clusters Score -443651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -443651.500000 Penalty: 4074.509033
	Iteration 37F: 3 clusters Score -443651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 370 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 3450 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Mstep: Class 66 contains 5456 members 
Mstep: Class 67 contains 2107 members 
Mstep: Class 68 contains 351 members 
Mstep: Class 69 contains 1925 members 
Entering Unmasked Estep 
Score: -134465904.000000 Penalty: 238245.875000
Splitting cluster 54 changes total score from -134461392.000000 to -134465904.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 55 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -543165.625000 Penalty: 2020.240112
	Iteration 0F: 2 clusters Score -543165.6 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 1746 members 
Entering Unmasked Estep 
Score: -539671.375000 Penalty: 4040.480225
	Iteration 0F: 3 clusters Score -539671.4 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -540816.312500 Penalty: 4040.480225
	Iteration 1F: 3 clusters Score -540816.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -541818.687500 Penalty: 4040.480225
	Iteration 2F: 3 clusters Score -541818.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -542832.312500 Penalty: 4040.480225
	Iteration 3F: 3 clusters Score -542832.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -543348.000000 Penalty: 4040.480225
	Iteration 4F: 3 clusters Score -543348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -543727.375000 Penalty: 4040.480225
	Iteration 5F: 3 clusters Score -543727.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -543967.000000 Penalty: 4040.480225
	Iteration 6Q: 3 clusters Score -543967 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -544081.437500 Penalty: 4040.480225
	Iteration 7Q: 3 clusters Score -544081.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -544140.437500 Penalty: 4040.480225
	Iteration 8Q: 3 clusters Score -544140.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -544188.375000 Penalty: 4040.480225
	Iteration 9Q: 3 clusters Score -544188.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -544267.000000 Penalty: 4040.480225
	Iteration 10Q: 3 clusters Score -544267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -544387.250000 Penalty: 4040.480225
	Iteration 11Q: 3 clusters Score -544387.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -544506.187500 Penalty: 4040.480225
	Iteration 12Q: 3 clusters Score -544506.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -544604.562500 Penalty: 4040.480225
	Iteration 13Q: 3 clusters Score -544604.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -544664.875000 Penalty: 4040.480225
	Iteration 14Q: 3 clusters Score -544664.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -544700.437500 Penalty: 4040.480225
	Iteration 15Q: 3 clusters Score -544700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -544728.375000 Penalty: 4040.480225
	Iteration 16Q: 3 clusters Score -544728.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -544754.687500 Penalty: 4040.480225
	Iteration 17Q: 3 clusters Score -544754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -544770.000000 Penalty: 4040.480225
	Iteration 18Q: 3 clusters Score -544770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -544777.937500 Penalty: 4040.480225
	Iteration 19Q: 3 clusters Score -544777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -544791.687500 Penalty: 4040.480225
	Iteration 20F: 3 clusters Score -544791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -544832.750000 Penalty: 4040.480225
	Iteration 21Q: 3 clusters Score -544832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -544916.125000 Penalty: 4040.480225
	Iteration 22Q: 3 clusters Score -544916.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -545012.500000 Penalty: 4040.480225
	Iteration 23Q: 3 clusters Score -545012.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -545084.062500 Penalty: 4040.480225
	Iteration 24Q: 3 clusters Score -545084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -545140.250000 Penalty: 4040.480225
	Iteration 25Q: 3 clusters Score -545140.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -545194.312500 Penalty: 4040.480225
	Iteration 26Q: 3 clusters Score -545194.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -545224.625000 Penalty: 4040.480225
	Iteration 27Q: 3 clusters Score -545224.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -545278.500000 Penalty: 4040.480225
	Iteration 28Q: 3 clusters Score -545278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -545325.187500 Penalty: 4040.480225
	Iteration 29Q: 3 clusters Score -545325.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -545353.562500 Penalty: 4040.480225
	Iteration 30Q: 3 clusters Score -545353.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -545357.250000 Penalty: 4040.480225
	Iteration 31Q: 3 clusters Score -545357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -545361.250000 Penalty: 4040.480225
	Iteration 32Q: 3 clusters Score -545361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -545360.437500 Penalty: 4040.480225
	Iteration 33Q: 3 clusters Score -545360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -545360.937500 Penalty: 4040.480225
	Iteration 34Q: 3 clusters Score -545360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -545363.875000 Penalty: 4040.480225
	Iteration 35Q: 3 clusters Score -545363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -545366.062500 Penalty: 4040.480225
	Iteration 36Q: 3 clusters Score -545366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -545370.000000 Penalty: 4040.480225
	Iteration 37Q: 3 clusters Score -545370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -545367.125000 Penalty: 4040.480225
	Iteration 38Q: 3 clusters Score -545367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -545368.250000 Penalty: 4040.480225
	Iteration 39Q: 3 clusters Score -545368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -545382.812500 Penalty: 4040.480225
	Iteration 40F: 3 clusters Score -545382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -545396.250000 Penalty: 4040.480225
	Iteration 41Q: 3 clusters Score -545396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -545400.500000 Penalty: 4040.480225
	Iteration 42Q: 3 clusters Score -545400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -545403.750000 Penalty: 4040.480225
	Iteration 43Q: 3 clusters Score -545403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -545405.500000 Penalty: 4040.480225
	Iteration 44Q: 3 clusters Score -545405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -545415.562500 Penalty: 4040.480225
	Iteration 45F: 3 clusters Score -545415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -545571.500000 Penalty: 4040.480225
	Iteration 46Q: 3 clusters Score -545571.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -545887.875000 Penalty: 4040.480225
	Iteration 47Q: 3 clusters Score -545887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -545894.062500 Penalty: 4040.480225
	Iteration 48Q: 3 clusters Score -545894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -545894.625000 Penalty: 4040.480225
	Iteration 49Q: 3 clusters Score -545894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -545896.562500 Penalty: 4040.480225
	Iteration 50Q: 3 clusters Score -545896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -545896.562500 Penalty: 4040.480225
	Iteration 51F: 3 clusters Score -545896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 370 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 1903 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21348 members 
Mstep: Class 58 contains 24552 members 
Mstep: Class 59 contains 6989 members 
Mstep: Class 60 contains 527 members 
Mstep: Class 61 contains 1060 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1588 members 
Mstep: Class 65 contains 4134 members 
Mstep: Class 66 contains 5456 members 
Mstep: Class 67 contains 2107 members 
Mstep: Class 68 contains 351 members 
Mstep: Class 69 contains 1925 members 
Mstep: Class 70 contains 1547 members 
Entering Unmasked Estep 
Score: -134467184.000000 Penalty: 241698.718750
Splitting cluster 55 changes total score from -134461392.000000 to -134467184.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 56 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -684106.312500 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -684106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -679191.687500 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -679191.7 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -680433.750000 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -680433.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -680699.187500 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -680699.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -680879.375000 Penalty: 4280.916016
	Iteration 3F: 3 clusters Score -680879.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -681038.812500 Penalty: 4280.916016
	Iteration 4Q: 3 clusters Score -681038.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -681290.125000 Penalty: 4280.916016
	Iteration 5F: 3 clusters Score -681290.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681644.687500 Penalty: 4280.916016
	Iteration 6F: 3 clusters Score -681644.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -682082.750000 Penalty: 4280.916016
	Iteration 7F: 3 clusters Score -682082.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -682484.312500 Penalty: 4280.916016
	Iteration 8F: 3 clusters Score -682484.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -682819.125000 Penalty: 4280.916016
	Iteration 9F: 3 clusters Score -682819.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -683058.062500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -683058.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -683252.562500 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -683252.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -683411.937500 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -683411.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -683543.250000 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -683543.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -683650.562500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -683650.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -683706.625000 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -683706.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -683735.562500 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -683735.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -683752.562500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -683752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -683757.875000 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -683757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -683760.125000 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -683760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -683762.562500 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -683762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -683763.062500 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -683763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -683764.062500 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -683764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -683764.812500 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -683764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -683764.812500 Penalty: 4280.916016
	Iteration 24F: 3 clusters Score -683764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 26562 members 
Mstep: Class 3 contains 132246 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 242726 members 
Mstep: Class 17 contains 33056 members 
Mstep: Class 18 contains 34863 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 68267 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 3034 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 65607 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 34330 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 12418 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 7372 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4679 members 
Mstep: Class 46 contains 35428 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 11981 members 
Mstep: Class 49 contains 3373 members 
Mstep: Class 50 contains 2675 members 
Mstep: Class 51 contains 5086 members 
Mstep: Class 52 contains 370 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 1903 members 
Mstep: Class 56 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134472544.000000 Penalty: 241698.718750
Iteration 119Q: 71 clusters Score -1.344725e+08 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 26654 members 
Mstep: Class 3 contains 132301 members 
Mstep: Class 4 contains 10221 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 52662 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 12469 members 
Mstep: Class 16 contains 242742 members 
Mstep: Class 17 contains 32724 members 
Mstep: Class 18 contains 34861 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 68248 members 
Mstep: Class 23 contains 12430 members 
Mstep: Class 24 contains 7151 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 3089 members 
Mstep: Class 28 contains 27144 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 66084 members 
Mstep: Class 33 contains 2979 members 
Mstep: Class 34 contains 34377 members 
Mstep: Class 35 contains 398 members 
Mstep: Class 36 contains 12420 members 
Mstep: Class 37 contains 3200 members 
Mstep: Class 38 contains 1913 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 19023 members 
Mstep: Class 41 contains 7410 members 
Mstep: Class 42 contains 7249 members 
Mstep: Class 43 contains 2697 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4779 members 
Mstep: Class 46 contains 35447 members 
Mstep: Class 47 contains 884 members 
Mstep: Class 48 contains 11992 members 
Mstep: Class 49 contains 3419 members 
Mstep: Class 50 contains 2659 members 
Mstep: Class 51 contains 5097 members 
Mstep: Class 52 contains 388 members 
Mstep: Class 53 contains 8720 members 
Mstep: Class 54 contains 1730 members 
Mstep: Class 55 contains 2068 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 20853 members 
Mstep: Class 58 contains 23481 members 
Mstep: Class 59 contains 6902 members 
Mstep: Class 60 contains 510 members 
Mstep: Class 61 contains 1016 members 
Mstep: Class 62 contains 1803 members 
Mstep: Class 63 contains 306 members 
Mstep: Class 64 contains 1569 members 
Mstep: Class 65 contains 4054 members 
Mstep: Class 66 contains 5374 members 
Mstep: Class 67 contains 2071 members 
Mstep: Class 68 contains 358 members 
Mstep: Class 69 contains 1809 members 
Mstep: Class 70 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134476944.000000 Penalty: 241698.718750
Iteration 120F: 71 clusters Score -1.344769e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 26503 members 
Mstep: Class 3 contains 132308 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 52624 members 
Mstep: Class 8 contains 40728 members 
Mstep: Class 9 contains 1803 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 12341 members 
Mstep: Class 16 contains 242746 members 
Mstep: Class 17 contains 32391 members 
Mstep: Class 18 contains 34850 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 68228 members 
Mstep: Class 23 contains 12435 members 
Mstep: Class 24 contains 7148 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1374 members 
Mstep: Class 27 contains 3127 members 
Mstep: Class 28 contains 27058 members 
Mstep: Class 29 contains 562 members 
Mstep: Class 30 contains 8830 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 66162 members 
Mstep: Class 33 contains 2968 members 
Mstep: Class 34 contains 34417 members 
Mstep: Class 35 contains 413 members 
Mstep: Class 36 contains 12421 members 
Mstep: Class 37 contains 3190 members 
Mstep: Class 38 contains 1899 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 18837 members 
Mstep: Class 41 contains 7428 members 
Mstep: Class 42 contains 7229 members 
Mstep: Class 43 contains 2699 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4801 members 
Mstep: Class 46 contains 35457 members 
Mstep: Class 47 contains 837 members 
Mstep: Class 48 contains 11980 members 
Mstep: Class 49 contains 3442 members 
Mstep: Class 50 contains 2653 members 
Mstep: Class 51 contains 5098 members 
Mstep: Class 52 contains 406 members 
Mstep: Class 53 contains 8649 members 
Mstep: Class 54 contains 1714 members 
Mstep: Class 55 contains 2182 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 21397 members 
Mstep: Class 58 contains 23286 members 
Mstep: Class 59 contains 6877 members 
Mstep: Class 60 contains 523 members 
Mstep: Class 61 contains 1085 members 
Mstep: Class 62 contains 1833 members 
Mstep: Class 63 contains 309 members 
Mstep: Class 64 contains 1603 members 
Mstep: Class 65 contains 4176 members 
Mstep: Class 66 contains 5445 members 
Mstep: Class 67 contains 2108 members 
Mstep: Class 68 contains 376 members 
Mstep: Class 69 contains 1824 members 
Mstep: Class 70 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134479088.000000 Penalty: 241698.718750
Iteration 121Q: 71 clusters Score -1.344791e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 26383 members 
Mstep: Class 3 contains 132311 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 10792 members 
Mstep: Class 7 contains 52585 members 
Mstep: Class 8 contains 40735 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 4545 members 
Mstep: Class 15 contains 12265 members 
Mstep: Class 16 contains 242737 members 
Mstep: Class 17 contains 32080 members 
Mstep: Class 18 contains 34844 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 9209 members 
Mstep: Class 22 contains 68213 members 
Mstep: Class 23 contains 12455 members 
Mstep: Class 24 contains 7139 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 1368 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 27000 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 8992 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 66304 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 34465 members 
Mstep: Class 35 contains 432 members 
Mstep: Class 36 contains 12421 members 
Mstep: Class 37 contains 3209 members 
Mstep: Class 38 contains 1900 members 
Mstep: Class 39 contains 5485 members 
Mstep: Class 40 contains 18663 members 
Mstep: Class 41 contains 7439 members 
Mstep: Class 42 contains 7220 members 
Mstep: Class 43 contains 2707 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4817 members 
Mstep: Class 46 contains 35474 members 
Mstep: Class 47 contains 810 members 
Mstep: Class 48 contains 11989 members 
Mstep: Class 49 contains 3450 members 
Mstep: Class 50 contains 2652 members 
Mstep: Class 51 contains 5102 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8620 members 
Mstep: Class 54 contains 1707 members 
Mstep: Class 55 contains 2283 members 
Mstep: Class 56 contains 5601 members 
Mstep: Class 57 contains 21759 members 
Mstep: Class 58 contains 22973 members 
Mstep: Class 59 contains 6843 members 
Mstep: Class 60 contains 519 members 
Mstep: Class 61 contains 1096 members 
Mstep: Class 62 contains 1845 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 4249 members 
Mstep: Class 66 contains 5455 members 
Mstep: Class 67 contains 2111 members 
Mstep: Class 68 contains 382 members 
Mstep: Class 69 contains 1822 members 
Mstep: Class 70 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134480576.000000 Penalty: 241698.718750
Iteration 122Q: 71 clusters Score -1.344806e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 26274 members 
Mstep: Class 3 contains 132322 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 6 contains 10788 members 
Mstep: Class 7 contains 52552 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 12194 members 
Mstep: Class 16 contains 242713 members 
Mstep: Class 17 contains 31773 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 68191 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 26964 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 9158 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 2954 members 
Mstep: Class 34 contains 34510 members 
Mstep: Class 35 contains 447 members 
Mstep: Class 36 contains 12421 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5482 members 
Mstep: Class 40 contains 18488 members 
Mstep: Class 41 contains 7447 members 
Mstep: Class 42 contains 7221 members 
Mstep: Class 43 contains 2710 members 
Mstep: Class 44 contains 3272 members 
Mstep: Class 45 contains 4823 members 
Mstep: Class 46 contains 35490 members 
Mstep: Class 47 contains 793 members 
Mstep: Class 48 contains 12006 members 
Mstep: Class 49 contains 3461 members 
Mstep: Class 50 contains 2652 members 
Mstep: Class 51 contains 5101 members 
Mstep: Class 52 contains 432 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 1701 members 
Mstep: Class 55 contains 2373 members 
Mstep: Class 56 contains 5601 members 
Mstep: Class 57 contains 22074 members 
Mstep: Class 58 contains 22687 members 
Mstep: Class 59 contains 6814 members 
Mstep: Class 60 contains 525 members 
Mstep: Class 61 contains 1103 members 
Mstep: Class 62 contains 1843 members 
Mstep: Class 63 contains 306 members 
Mstep: Class 64 contains 1630 members 
Mstep: Class 65 contains 4301 members 
Mstep: Class 66 contains 5463 members 
Mstep: Class 67 contains 2103 members 
Mstep: Class 68 contains 385 members 
Mstep: Class 69 contains 1820 members 
Mstep: Class 70 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134481408.000000 Penalty: 241698.718750
Iteration 123Q: 71 clusters Score -1.344814e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 26198 members 
Mstep: Class 3 contains 132335 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 10781 members 
Mstep: Class 7 contains 52523 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 4545 members 
Mstep: Class 15 contains 12127 members 
Mstep: Class 16 contains 242683 members 
Mstep: Class 17 contains 31494 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 68172 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 7132 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 26925 members 
Mstep: Class 29 contains 535 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 2297 members 
Mstep: Class 32 contains 66688 members 
Mstep: Class 33 contains 2945 members 
Mstep: Class 34 contains 34561 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 12421 members 
Mstep: Class 37 contains 3239 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5476 members 
Mstep: Class 40 contains 18298 members 
Mstep: Class 41 contains 7458 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2714 members 
Mstep: Class 44 contains 3275 members 
Mstep: Class 45 contains 4829 members 
Mstep: Class 46 contains 35503 members 
Mstep: Class 47 contains 785 members 
Mstep: Class 48 contains 12013 members 
Mstep: Class 49 contains 3461 members 
Mstep: Class 50 contains 2653 members 
Mstep: Class 51 contains 5104 members 
Mstep: Class 52 contains 431 members 
Mstep: Class 53 contains 8561 members 
Mstep: Class 54 contains 1696 members 
Mstep: Class 55 contains 2464 members 
Mstep: Class 56 contains 5600 members 
Mstep: Class 57 contains 22347 members 
Mstep: Class 58 contains 22382 members 
Mstep: Class 59 contains 6783 members 
Mstep: Class 60 contains 533 members 
Mstep: Class 61 contains 1105 members 
Mstep: Class 62 contains 1838 members 
Mstep: Class 63 contains 307 members 
Mstep: Class 64 contains 1637 members 
Mstep: Class 65 contains 4335 members 
Mstep: Class 66 contains 5464 members 
Mstep: Class 67 contains 2106 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 1823 members 
Mstep: Class 70 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134482288.000000 Penalty: 241698.718750
Iteration 124Q: 71 clusters Score -1.344823e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 26140 members 
Mstep: Class 3 contains 132366 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 5279 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 52491 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 5602 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 12083 members 
Mstep: Class 16 contains 242672 members 
Mstep: Class 17 contains 31223 members 
Mstep: Class 18 contains 34827 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 68153 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 7132 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3179 members 
Mstep: Class 28 contains 26894 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 9523 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 66825 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 34610 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 12422 members 
Mstep: Class 37 contains 3257 members 
Mstep: Class 38 contains 1893 members 
Mstep: Class 39 contains 5475 members 
Mstep: Class 40 contains 18100 members 
Mstep: Class 41 contains 7461 members 
Mstep: Class 42 contains 7233 members 
Mstep: Class 43 contains 2720 members 
Mstep: Class 44 contains 3275 members 
Mstep: Class 45 contains 4835 members 
Mstep: Class 46 contains 35523 members 
Mstep: Class 47 contains 789 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2652 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 428 members 
Mstep: Class 53 contains 8536 members 
Mstep: Class 54 contains 1692 members 
Mstep: Class 55 contains 2533 members 
Mstep: Class 56 contains 5599 members 
Mstep: Class 57 contains 22629 members 
Mstep: Class 58 contains 22048 members 
Mstep: Class 59 contains 6751 members 
Mstep: Class 60 contains 540 members 
Mstep: Class 61 contains 1109 members 
Mstep: Class 62 contains 1841 members 
Mstep: Class 63 contains 305 members 
Mstep: Class 64 contains 1642 members 
Mstep: Class 65 contains 4364 members 
Mstep: Class 66 contains 5463 members 
Mstep: Class 67 contains 2102 members 
Mstep: Class 68 contains 391 members 
Mstep: Class 69 contains 1811 members 
Mstep: Class 70 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483200.000000 Penalty: 241698.718750
Iteration 125Q: 71 clusters Score -1.344832e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 26077 members 
Mstep: Class 3 contains 132415 members 
Mstep: Class 4 contains 10190 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 52471 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 4545 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 242644 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 34816 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9203 members 
Mstep: Class 22 contains 68129 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 7129 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 26865 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 9703 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 66945 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 34663 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 12424 members 
Mstep: Class 37 contains 3274 members 
Mstep: Class 38 contains 1906 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 17915 members 
Mstep: Class 41 contains 7464 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 2724 members 
Mstep: Class 44 contains 3278 members 
Mstep: Class 45 contains 4833 members 
Mstep: Class 46 contains 35536 members 
Mstep: Class 47 contains 786 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2652 members 
Mstep: Class 51 contains 5106 members 
Mstep: Class 52 contains 425 members 
Mstep: Class 53 contains 8518 members 
Mstep: Class 54 contains 1690 members 
Mstep: Class 55 contains 2588 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 22896 members 
Mstep: Class 58 contains 21697 members 
Mstep: Class 59 contains 6734 members 
Mstep: Class 60 contains 544 members 
Mstep: Class 61 contains 1112 members 
Mstep: Class 62 contains 1837 members 
Mstep: Class 63 contains 302 members 
Mstep: Class 64 contains 1646 members 
Mstep: Class 65 contains 4387 members 
Mstep: Class 66 contains 5467 members 
Mstep: Class 67 contains 2108 members 
Mstep: Class 68 contains 393 members 
Mstep: Class 69 contains 1802 members 
Mstep: Class 70 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483200.000000 Penalty: 241698.718750
Iteration 126Q: 71 clusters Score -1.344832e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 26042 members 
Mstep: Class 3 contains 132456 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 52455 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 11963 members 
Mstep: Class 16 contains 242628 members 
Mstep: Class 17 contains 30772 members 
Mstep: Class 18 contains 34812 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 68111 members 
Mstep: Class 23 contains 12476 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 26842 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 67054 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 34708 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 12425 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 1910 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 17725 members 
Mstep: Class 41 contains 7468 members 
Mstep: Class 42 contains 7234 members 
Mstep: Class 43 contains 2730 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35550 members 
Mstep: Class 47 contains 786 members 
Mstep: Class 48 contains 12035 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2650 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 420 members 
Mstep: Class 53 contains 8510 members 
Mstep: Class 54 contains 1691 members 
Mstep: Class 55 contains 2625 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 23159 members 
Mstep: Class 58 contains 21344 members 
Mstep: Class 59 contains 6724 members 
Mstep: Class 60 contains 549 members 
Mstep: Class 61 contains 1112 members 
Mstep: Class 62 contains 1844 members 
Mstep: Class 63 contains 301 members 
Mstep: Class 64 contains 1650 members 
Mstep: Class 65 contains 4400 members 
Mstep: Class 66 contains 5468 members 
Mstep: Class 67 contains 2108 members 
Mstep: Class 68 contains 392 members 
Mstep: Class 69 contains 1788 members 
Mstep: Class 70 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484000.000000 Penalty: 241698.718750
Iteration 127Q: 71 clusters Score -1.34484e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 26006 members 
Mstep: Class 3 contains 132510 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 52446 members 
Mstep: Class 8 contains 40767 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 242607 members 
Mstep: Class 17 contains 30564 members 
Mstep: Class 18 contains 34813 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 68091 members 
Mstep: Class 23 contains 12482 members 
Mstep: Class 24 contains 7121 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 26830 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 10029 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 67133 members 
Mstep: Class 33 contains 2913 members 
Mstep: Class 34 contains 34743 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 12425 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 1910 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 17547 members 
Mstep: Class 41 contains 7473 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 2732 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35558 members 
Mstep: Class 47 contains 786 members 
Mstep: Class 48 contains 12043 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2648 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 418 members 
Mstep: Class 53 contains 8500 members 
Mstep: Class 54 contains 1690 members 
Mstep: Class 55 contains 2641 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 23413 members 
Mstep: Class 58 contains 20999 members 
Mstep: Class 59 contains 6717 members 
Mstep: Class 60 contains 554 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 1844 members 
Mstep: Class 63 contains 299 members 
Mstep: Class 64 contains 1655 members 
Mstep: Class 65 contains 4416 members 
Mstep: Class 66 contains 5474 members 
Mstep: Class 67 contains 2113 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1768 members 
Mstep: Class 70 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484544.000000 Penalty: 241698.718750
Iteration 128Q: 71 clusters Score -1.344845e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 26000 members 
Mstep: Class 3 contains 132556 members 
Mstep: Class 4 contains 10210 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 10826 members 
Mstep: Class 7 contains 52436 members 
Mstep: Class 8 contains 40783 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 11887 members 
Mstep: Class 16 contains 242590 members 
Mstep: Class 17 contains 30344 members 
Mstep: Class 18 contains 34813 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 68083 members 
Mstep: Class 23 contains 12484 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1364 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 26823 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 67189 members 
Mstep: Class 33 contains 2908 members 
Mstep: Class 34 contains 34776 members 
Mstep: Class 35 contains 500 members 
Mstep: Class 36 contains 12426 members 
Mstep: Class 37 contains 3306 members 
Mstep: Class 38 contains 1912 members 
Mstep: Class 39 contains 5477 members 
Mstep: Class 40 contains 17367 members 
Mstep: Class 41 contains 7483 members 
Mstep: Class 42 contains 7246 members 
Mstep: Class 43 contains 2735 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4831 members 
Mstep: Class 46 contains 35559 members 
Mstep: Class 47 contains 785 members 
Mstep: Class 48 contains 12049 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2647 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8493 members 
Mstep: Class 54 contains 1689 members 
Mstep: Class 55 contains 2640 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 23643 members 
Mstep: Class 58 contains 20655 members 
Mstep: Class 59 contains 6711 members 
Mstep: Class 60 contains 557 members 
Mstep: Class 61 contains 1114 members 
Mstep: Class 62 contains 1842 members 
Mstep: Class 63 contains 297 members 
Mstep: Class 64 contains 1660 members 
Mstep: Class 65 contains 4426 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 2114 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1749 members 
Mstep: Class 70 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484896.000000 Penalty: 241698.718750
Iteration 129Q: 71 clusters Score -1.344849e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 25957 members 
Mstep: Class 3 contains 132601 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 52401 members 
Mstep: Class 8 contains 40788 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 242567 members 
Mstep: Class 17 contains 30149 members 
Mstep: Class 18 contains 34805 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9252 members 
Mstep: Class 22 contains 68070 members 
Mstep: Class 23 contains 12481 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1363 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 26811 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 10308 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 67290 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 34815 members 
Mstep: Class 35 contains 502 members 
Mstep: Class 36 contains 12429 members 
Mstep: Class 37 contains 3317 members 
Mstep: Class 38 contains 1909 members 
Mstep: Class 39 contains 5481 members 
Mstep: Class 40 contains 17198 members 
Mstep: Class 41 contains 7491 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2738 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4832 members 
Mstep: Class 46 contains 35560 members 
Mstep: Class 47 contains 786 members 
Mstep: Class 48 contains 12054 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2645 members 
Mstep: Class 51 contains 5105 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8489 members 
Mstep: Class 54 contains 1688 members 
Mstep: Class 55 contains 2644 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 23891 members 
Mstep: Class 58 contains 20264 members 
Mstep: Class 59 contains 6708 members 
Mstep: Class 60 contains 557 members 
Mstep: Class 61 contains 1116 members 
Mstep: Class 62 contains 1841 members 
Mstep: Class 63 contains 296 members 
Mstep: Class 64 contains 1666 members 
Mstep: Class 65 contains 4434 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 2115 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1727 members 
Mstep: Class 70 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485536.000000 Penalty: 241698.718750
Iteration 130Q: 71 clusters Score -1.344855e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 25941 members 
Mstep: Class 3 contains 132619 members 
Mstep: Class 4 contains 10209 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 52372 members 
Mstep: Class 8 contains 40791 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 11836 members 
Mstep: Class 16 contains 242559 members 
Mstep: Class 17 contains 29961 members 
Mstep: Class 18 contains 34806 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 68054 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3181 members 
Mstep: Class 28 contains 26797 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 10426 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 67418 members 
Mstep: Class 33 contains 2891 members 
Mstep: Class 34 contains 34848 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 12432 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 1903 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 40 contains 17062 members 
Mstep: Class 41 contains 7495 members 
Mstep: Class 42 contains 7253 members 
Mstep: Class 43 contains 2740 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4833 members 
Mstep: Class 46 contains 35562 members 
Mstep: Class 47 contains 786 members 
Mstep: Class 48 contains 12055 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5108 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8484 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2644 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 24104 members 
Mstep: Class 58 contains 19876 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 558 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1838 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1671 members 
Mstep: Class 65 contains 4442 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 2118 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1714 members 
Mstep: Class 70 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485904.000000 Penalty: 241698.718750
Iteration 131Q: 71 clusters Score -1.344859e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 25915 members 
Mstep: Class 3 contains 132650 members 
Mstep: Class 4 contains 10212 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 52337 members 
Mstep: Class 8 contains 40806 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 11807 members 
Mstep: Class 16 contains 242543 members 
Mstep: Class 17 contains 29798 members 
Mstep: Class 18 contains 34806 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 68046 members 
Mstep: Class 23 contains 12456 members 
Mstep: Class 24 contains 7123 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 26783 members 
Mstep: Class 29 contains 527 members 
Mstep: Class 30 contains 10536 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 67526 members 
Mstep: Class 33 contains 2881 members 
Mstep: Class 34 contains 34885 members 
Mstep: Class 35 contains 508 members 
Mstep: Class 36 contains 12434 members 
Mstep: Class 37 contains 3331 members 
Mstep: Class 38 contains 1898 members 
Mstep: Class 39 contains 5487 members 
Mstep: Class 40 contains 16921 members 
Mstep: Class 41 contains 7498 members 
Mstep: Class 42 contains 7252 members 
Mstep: Class 43 contains 2741 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4835 members 
Mstep: Class 46 contains 35568 members 
Mstep: Class 47 contains 784 members 
Mstep: Class 48 contains 12061 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5107 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8482 members 
Mstep: Class 54 contains 1683 members 
Mstep: Class 55 contains 2648 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 24282 members 
Mstep: Class 58 contains 19526 members 
Mstep: Class 59 contains 6693 members 
Mstep: Class 60 contains 559 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1836 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1677 members 
Mstep: Class 65 contains 4447 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 2117 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1701 members 
Mstep: Class 70 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486160.000000 Penalty: 241698.718750
Iteration 132Q: 71 clusters Score -1.344862e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 25892 members 
Mstep: Class 3 contains 132656 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 52310 members 
Mstep: Class 8 contains 40813 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 7528 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242538 members 
Mstep: Class 17 contains 29654 members 
Mstep: Class 18 contains 34802 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9322 members 
Mstep: Class 22 contains 68036 members 
Mstep: Class 23 contains 12433 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 26775 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 10631 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 67622 members 
Mstep: Class 33 contains 2875 members 
Mstep: Class 34 contains 34919 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 12434 members 
Mstep: Class 37 contains 3336 members 
Mstep: Class 38 contains 1894 members 
Mstep: Class 39 contains 5488 members 
Mstep: Class 40 contains 16799 members 
Mstep: Class 41 contains 7503 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3288 members 
Mstep: Class 45 contains 4835 members 
Mstep: Class 46 contains 35569 members 
Mstep: Class 47 contains 782 members 
Mstep: Class 48 contains 12063 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5110 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8483 members 
Mstep: Class 54 contains 1684 members 
Mstep: Class 55 contains 2650 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 24479 members 
Mstep: Class 58 contains 19195 members 
Mstep: Class 59 contains 6688 members 
Mstep: Class 60 contains 561 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1836 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1684 members 
Mstep: Class 65 contains 4452 members 
Mstep: Class 66 contains 5474 members 
Mstep: Class 67 contains 2117 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1692 members 
Mstep: Class 70 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486176.000000 Penalty: 241698.718750
Iteration 133Q: 71 clusters Score -1.344862e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 25868 members 
Mstep: Class 3 contains 132666 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 52273 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242538 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 34807 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9337 members 
Mstep: Class 22 contains 68027 members 
Mstep: Class 23 contains 12414 members 
Mstep: Class 24 contains 7121 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 26762 members 
Mstep: Class 29 contains 523 members 
Mstep: Class 30 contains 10716 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 67659 members 
Mstep: Class 33 contains 2866 members 
Mstep: Class 34 contains 34956 members 
Mstep: Class 35 contains 513 members 
Mstep: Class 36 contains 12434 members 
Mstep: Class 37 contains 3338 members 
Mstep: Class 38 contains 1896 members 
Mstep: Class 39 contains 5488 members 
Mstep: Class 40 contains 16695 members 
Mstep: Class 41 contains 7505 members 
Mstep: Class 42 contains 7251 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4835 members 
Mstep: Class 46 contains 35582 members 
Mstep: Class 47 contains 782 members 
Mstep: Class 48 contains 12066 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5111 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 8479 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2654 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 24640 members 
Mstep: Class 58 contains 18946 members 
Mstep: Class 59 contains 6687 members 
Mstep: Class 60 contains 562 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1836 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1684 members 
Mstep: Class 65 contains 4455 members 
Mstep: Class 66 contains 5474 members 
Mstep: Class 67 contains 2117 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1680 members 
Mstep: Class 70 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486736.000000 Penalty: 241698.718750
Iteration 134Q: 71 clusters Score -1.344867e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 25849 members 
Mstep: Class 3 contains 132670 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10765 members 
Mstep: Class 7 contains 52258 members 
Mstep: Class 8 contains 40826 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 7921 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 242519 members 
Mstep: Class 17 contains 29407 members 
Mstep: Class 18 contains 34812 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9347 members 
Mstep: Class 22 contains 68016 members 
Mstep: Class 23 contains 12392 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 26762 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 10796 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 67699 members 
Mstep: Class 33 contains 2861 members 
Mstep: Class 34 contains 34994 members 
Mstep: Class 35 contains 513 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 3340 members 
Mstep: Class 38 contains 1894 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 16595 members 
Mstep: Class 41 contains 7510 members 
Mstep: Class 42 contains 7250 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35596 members 
Mstep: Class 47 contains 779 members 
Mstep: Class 48 contains 12068 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5114 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8471 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2657 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 24835 members 
Mstep: Class 58 contains 18751 members 
Mstep: Class 59 contains 6689 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1835 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1684 members 
Mstep: Class 65 contains 4463 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 2119 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1669 members 
Mstep: Class 70 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487184.000000 Penalty: 241698.718750
Iteration 135Q: 71 clusters Score -1.344872e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25837 members 
Mstep: Class 3 contains 132684 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 52245 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 242508 members 
Mstep: Class 17 contains 29281 members 
Mstep: Class 18 contains 34813 members 
Mstep: Class 19 contains 4010 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9354 members 
Mstep: Class 22 contains 68003 members 
Mstep: Class 23 contains 12387 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 26777 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 10869 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 67765 members 
Mstep: Class 33 contains 2856 members 
Mstep: Class 34 contains 35025 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 3340 members 
Mstep: Class 38 contains 1892 members 
Mstep: Class 39 contains 5489 members 
Mstep: Class 40 contains 16488 members 
Mstep: Class 41 contains 7515 members 
Mstep: Class 42 contains 7253 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35599 members 
Mstep: Class 47 contains 780 members 
Mstep: Class 48 contains 12072 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5117 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8465 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2660 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25008 members 
Mstep: Class 58 contains 18570 members 
Mstep: Class 59 contains 6694 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1837 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1685 members 
Mstep: Class 65 contains 4468 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2119 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1661 members 
Mstep: Class 70 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487456.000000 Penalty: 241698.718750
Iteration 136Q: 71 clusters Score -1.344875e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 25815 members 
Mstep: Class 3 contains 132697 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 10721 members 
Mstep: Class 7 contains 52228 members 
Mstep: Class 8 contains 40839 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 242514 members 
Mstep: Class 17 contains 29148 members 
Mstep: Class 18 contains 34811 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9356 members 
Mstep: Class 22 contains 67992 members 
Mstep: Class 23 contains 12390 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 26791 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 10942 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 67823 members 
Mstep: Class 33 contains 2853 members 
Mstep: Class 34 contains 35047 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 16414 members 
Mstep: Class 41 contains 7516 members 
Mstep: Class 42 contains 7254 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35598 members 
Mstep: Class 47 contains 781 members 
Mstep: Class 48 contains 12079 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5117 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8457 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2661 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25150 members 
Mstep: Class 58 contains 18424 members 
Mstep: Class 59 contains 6695 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1837 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1686 members 
Mstep: Class 65 contains 4476 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2116 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1658 members 
Mstep: Class 70 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487440.000000 Penalty: 241698.718750
Iteration 137Q: 71 clusters Score -1.344874e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 25799 members 
Mstep: Class 3 contains 132717 members 
Mstep: Class 4 contains 10229 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10693 members 
Mstep: Class 7 contains 52196 members 
Mstep: Class 8 contains 40849 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 8214 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 242501 members 
Mstep: Class 17 contains 29056 members 
Mstep: Class 18 contains 34810 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9357 members 
Mstep: Class 22 contains 67981 members 
Mstep: Class 23 contains 12375 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 26793 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 11011 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 67877 members 
Mstep: Class 33 contains 2848 members 
Mstep: Class 34 contains 35071 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 3347 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 16321 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 7258 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35604 members 
Mstep: Class 47 contains 784 members 
Mstep: Class 48 contains 12087 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5120 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8449 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2662 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25276 members 
Mstep: Class 58 contains 18320 members 
Mstep: Class 59 contains 6693 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1837 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1687 members 
Mstep: Class 65 contains 4483 members 
Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 2114 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1658 members 
Mstep: Class 70 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487392.000000 Penalty: 241698.718750
Iteration 138Q: 71 clusters Score -1.344874e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 25771 members 
Mstep: Class 3 contains 132731 members 
Mstep: Class 4 contains 10212 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 52175 members 
Mstep: Class 8 contains 40861 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 242487 members 
Mstep: Class 17 contains 28948 members 
Mstep: Class 18 contains 34812 members 
Mstep: Class 19 contains 4013 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9360 members 
Mstep: Class 22 contains 67969 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 26806 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 11067 members 
Mstep: Class 31 contains 2297 members 
Mstep: Class 32 contains 67932 members 
Mstep: Class 33 contains 2847 members 
Mstep: Class 34 contains 35090 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12437 members 
Mstep: Class 37 contains 3355 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 16263 members 
Mstep: Class 41 contains 7511 members 
Mstep: Class 42 contains 7259 members 
Mstep: Class 43 contains 2743 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35604 members 
Mstep: Class 47 contains 783 members 
Mstep: Class 48 contains 12089 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5125 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8446 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25367 members 
Mstep: Class 58 contains 18246 members 
Mstep: Class 59 contains 6688 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1838 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1687 members 
Mstep: Class 65 contains 4488 members 
Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 2113 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1656 members 
Mstep: Class 70 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487568.000000 Penalty: 241698.718750
Iteration 139Q: 71 clusters Score -1.344876e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 132761 members 
Mstep: Class 4 contains 10206 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 10649 members 
Mstep: Class 7 contains 52143 members 
Mstep: Class 8 contains 40869 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 8364 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 242479 members 
Mstep: Class 17 contains 28845 members 
Mstep: Class 18 contains 34808 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 67960 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 26821 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 67996 members 
Mstep: Class 33 contains 2844 members 
Mstep: Class 34 contains 35103 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12437 members 
Mstep: Class 37 contains 3362 members 
Mstep: Class 38 contains 1886 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 16211 members 
Mstep: Class 41 contains 7511 members 
Mstep: Class 42 contains 7260 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35611 members 
Mstep: Class 47 contains 784 members 
Mstep: Class 48 contains 12095 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5128 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 8444 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25461 members 
Mstep: Class 58 contains 18173 members 
Mstep: Class 59 contains 6689 members 
Mstep: Class 60 contains 564 members 
Mstep: Class 61 contains 1117 members 
Mstep: Class 62 contains 1839 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4493 members 
Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 2111 members 
Mstep: Class 68 contains 394 members 
Mstep: Class 69 contains 1655 members 
Mstep: Class 70 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487792.000000 Penalty: 241698.718750
Iteration 140F: 71 clusters Score -1.344878e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 25730 members 
Mstep: Class 3 contains 132768 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 10614 members 
Mstep: Class 7 contains 52113 members 
Mstep: Class 8 contains 40879 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7014 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 242462 members 
Mstep: Class 17 contains 28760 members 
Mstep: Class 18 contains 34806 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9365 members 
Mstep: Class 22 contains 67952 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 26834 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 11148 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 68043 members 
Mstep: Class 33 contains 2842 members 
Mstep: Class 34 contains 35121 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12438 members 
Mstep: Class 37 contains 3371 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 16164 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 7259 members 
Mstep: Class 43 contains 2743 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35615 members 
Mstep: Class 47 contains 785 members 
Mstep: Class 48 contains 12098 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5131 members 
Mstep: Class 52 contains 420 members 
Mstep: Class 53 contains 8445 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25561 members 
Mstep: Class 58 contains 18116 members 
Mstep: Class 59 contains 6684 members 
Mstep: Class 60 contains 562 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1840 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4497 members 
Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 2110 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487808.000000 Penalty: 241698.718750
Iteration 141Q: 71 clusters Score -1.344878e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 25708 members 
Mstep: Class 3 contains 132766 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10587 members 
Mstep: Class 7 contains 52096 members 
Mstep: Class 8 contains 40884 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 242460 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 34804 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 9367 members 
Mstep: Class 22 contains 67949 members 
Mstep: Class 23 contains 12329 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3135 members 
Mstep: Class 28 contains 26839 members 
Mstep: Class 29 contains 520 members 
Mstep: Class 30 contains 11200 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 68076 members 
Mstep: Class 33 contains 2837 members 
Mstep: Class 34 contains 35141 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12439 members 
Mstep: Class 37 contains 3376 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 16111 members 
Mstep: Class 41 contains 7513 members 
Mstep: Class 42 contains 7260 members 
Mstep: Class 43 contains 2743 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35623 members 
Mstep: Class 47 contains 787 members 
Mstep: Class 48 contains 12101 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5134 members 
Mstep: Class 52 contains 422 members 
Mstep: Class 53 contains 8443 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25645 members 
Mstep: Class 58 contains 18065 members 
Mstep: Class 59 contains 6682 members 
Mstep: Class 60 contains 562 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1842 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4502 members 
Mstep: Class 66 contains 5477 members 
Mstep: Class 67 contains 2106 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487904.000000 Penalty: 241698.718750
Iteration 142Q: 71 clusters Score -1.344879e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 132766 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 52085 members 
Mstep: Class 8 contains 40887 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 242452 members 
Mstep: Class 17 contains 28588 members 
Mstep: Class 18 contains 34803 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 9367 members 
Mstep: Class 22 contains 67945 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 26843 members 
Mstep: Class 29 contains 517 members 
Mstep: Class 30 contains 11245 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 68106 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 35159 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12441 members 
Mstep: Class 37 contains 3378 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 16053 members 
Mstep: Class 41 contains 7514 members 
Mstep: Class 42 contains 7259 members 
Mstep: Class 43 contains 2741 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35627 members 
Mstep: Class 47 contains 790 members 
Mstep: Class 48 contains 12108 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5134 members 
Mstep: Class 52 contains 422 members 
Mstep: Class 53 contains 8437 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25732 members 
Mstep: Class 58 contains 18003 members 
Mstep: Class 59 contains 6680 members 
Mstep: Class 60 contains 564 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1846 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4509 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2102 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487920.000000 Penalty: 241698.718750
Iteration 143Q: 71 clusters Score -1.344879e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 25683 members 
Mstep: Class 3 contains 132758 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10537 members 
Mstep: Class 7 contains 52068 members 
Mstep: Class 8 contains 40886 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 8650 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11774 members 
Mstep: Class 16 contains 242443 members 
Mstep: Class 17 contains 28517 members 
Mstep: Class 18 contains 34805 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 9365 members 
Mstep: Class 22 contains 67939 members 
Mstep: Class 23 contains 12327 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 26858 members 
Mstep: Class 29 contains 515 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 68133 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 35172 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12442 members 
Mstep: Class 37 contains 3380 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 16022 members 
Mstep: Class 41 contains 7516 members 
Mstep: Class 42 contains 7259 members 
Mstep: Class 43 contains 2742 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35631 members 
Mstep: Class 47 contains 791 members 
Mstep: Class 48 contains 12112 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5134 members 
Mstep: Class 52 contains 422 members 
Mstep: Class 53 contains 8433 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2666 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25838 members 
Mstep: Class 58 contains 17928 members 
Mstep: Class 59 contains 6682 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1848 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4512 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2099 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487984.000000 Penalty: 241698.718750
Iteration 144Q: 71 clusters Score -1.34488e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25672 members 
Mstep: Class 3 contains 132746 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 10509 members 
Mstep: Class 7 contains 52054 members 
Mstep: Class 8 contains 40896 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 8709 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 242427 members 
Mstep: Class 17 contains 28444 members 
Mstep: Class 18 contains 34802 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 9365 members 
Mstep: Class 22 contains 67932 members 
Mstep: Class 23 contains 12323 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 26881 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11297 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 68159 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 35186 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12446 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 5492 members 
Mstep: Class 40 contains 15990 members 
Mstep: Class 41 contains 7518 members 
Mstep: Class 42 contains 7258 members 
Mstep: Class 43 contains 2743 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35637 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 12117 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2644 members 
Mstep: Class 51 contains 5135 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8430 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25923 members 
Mstep: Class 58 contains 17878 members 
Mstep: Class 59 contains 6680 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1850 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4516 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2095 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488000.000000 Penalty: 241698.718750
Iteration 145Q: 71 clusters Score -1.34488e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25653 members 
Mstep: Class 3 contains 132757 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 10484 members 
Mstep: Class 7 contains 52030 members 
Mstep: Class 8 contains 40893 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 8762 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 242421 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 9368 members 
Mstep: Class 22 contains 67930 members 
Mstep: Class 23 contains 12321 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3130 members 
Mstep: Class 28 contains 26901 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11311 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 68176 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 35202 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12450 members 
Mstep: Class 37 contains 3388 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 15969 members 
Mstep: Class 41 contains 7519 members 
Mstep: Class 42 contains 7257 members 
Mstep: Class 43 contains 2744 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35639 members 
Mstep: Class 47 contains 793 members 
Mstep: Class 48 contains 12119 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2643 members 
Mstep: Class 51 contains 5136 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8426 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 25992 members 
Mstep: Class 58 contains 17844 members 
Mstep: Class 59 contains 6677 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1850 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4522 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 2096 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488272.000000 Penalty: 241698.718750
Iteration 146Q: 71 clusters Score -1.344883e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25642 members 
Mstep: Class 3 contains 132753 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10461 members 
Mstep: Class 7 contains 52005 members 
Mstep: Class 8 contains 40906 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 8798 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 242411 members 
Mstep: Class 17 contains 28324 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 9367 members 
Mstep: Class 22 contains 67924 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 26901 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11324 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 68207 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 35222 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12450 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 15951 members 
Mstep: Class 41 contains 7520 members 
Mstep: Class 42 contains 7253 members 
Mstep: Class 43 contains 2745 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35640 members 
Mstep: Class 47 contains 794 members 
Mstep: Class 48 contains 12124 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5136 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8425 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2668 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26053 members 
Mstep: Class 58 contains 17812 members 
Mstep: Class 59 contains 6682 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1854 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4525 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2091 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488112.000000 Penalty: 241698.718750
Iteration 147Q: 71 clusters Score -1.344881e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25634 members 
Mstep: Class 3 contains 132755 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 51994 members 
Mstep: Class 8 contains 40915 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 8818 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 242407 members 
Mstep: Class 17 contains 28251 members 
Mstep: Class 18 contains 34788 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 9368 members 
Mstep: Class 22 contains 67914 members 
Mstep: Class 23 contains 12309 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26912 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11339 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 68259 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 35239 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 12451 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 15931 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 7252 members 
Mstep: Class 43 contains 2744 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35641 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12130 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5136 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8428 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26116 members 
Mstep: Class 58 contains 17766 members 
Mstep: Class 59 contains 6683 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1857 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2087 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487904.000000 Penalty: 241698.718750
Iteration 148Q: 71 clusters Score -1.344879e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 25637 members 
Mstep: Class 3 contains 132758 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10429 members 
Mstep: Class 7 contains 51989 members 
Mstep: Class 8 contains 40920 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 242410 members 
Mstep: Class 17 contains 28198 members 
Mstep: Class 18 contains 34785 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 67904 members 
Mstep: Class 23 contains 12307 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 26930 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11353 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 68284 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 35252 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 12454 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5493 members 
Mstep: Class 40 contains 15906 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2745 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35640 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12137 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5136 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8427 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26164 members 
Mstep: Class 58 contains 17719 members 
Mstep: Class 59 contains 6681 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1858 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2087 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488208.000000 Penalty: 241698.718750
Iteration 149Q: 71 clusters Score -1.344882e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25634 members 
Mstep: Class 3 contains 132766 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10419 members 
Mstep: Class 7 contains 51992 members 
Mstep: Class 8 contains 40930 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 242414 members 
Mstep: Class 17 contains 28145 members 
Mstep: Class 18 contains 34785 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9367 members 
Mstep: Class 22 contains 67894 members 
Mstep: Class 23 contains 12305 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 26941 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11372 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68284 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 35263 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 12457 members 
Mstep: Class 37 contains 3398 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5494 members 
Mstep: Class 40 contains 15878 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35642 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12143 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5136 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8425 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26207 members 
Mstep: Class 58 contains 17690 members 
Mstep: Class 59 contains 6680 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2087 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488128.000000 Penalty: 241698.718750
Iteration 150Q: 71 clusters Score -1.344881e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 25634 members 
Mstep: Class 3 contains 132779 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10408 members 
Mstep: Class 7 contains 51998 members 
Mstep: Class 8 contains 40946 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11755 members 
Mstep: Class 16 contains 242422 members 
Mstep: Class 17 contains 28089 members 
Mstep: Class 18 contains 34785 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9369 members 
Mstep: Class 22 contains 67886 members 
Mstep: Class 23 contains 12303 members 
Mstep: Class 24 contains 7118 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26937 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11385 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68295 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35278 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 12459 members 
Mstep: Class 37 contains 3399 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5496 members 
Mstep: Class 40 contains 15852 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35636 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12147 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5137 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8424 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26240 members 
Mstep: Class 58 contains 17670 members 
Mstep: Class 59 contains 6683 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2084 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488240.000000 Penalty: 241698.718750
Iteration 151Q: 71 clusters Score -1.344882e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 25629 members 
Mstep: Class 3 contains 132782 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10393 members 
Mstep: Class 7 contains 51994 members 
Mstep: Class 8 contains 40965 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 242420 members 
Mstep: Class 17 contains 28044 members 
Mstep: Class 18 contains 34788 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9371 members 
Mstep: Class 22 contains 67879 members 
Mstep: Class 23 contains 12298 members 
Mstep: Class 24 contains 7116 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26949 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11399 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68293 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35295 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 12459 members 
Mstep: Class 37 contains 3403 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 5497 members 
Mstep: Class 40 contains 15821 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7250 members 
Mstep: Class 43 contains 2745 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35639 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12149 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5138 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8424 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2667 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26277 members 
Mstep: Class 58 contains 17655 members 
Mstep: Class 59 contains 6687 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2077 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488416.000000 Penalty: 241698.718750
Iteration 152Q: 71 clusters Score -1.344884e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25626 members 
Mstep: Class 3 contains 132791 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10385 members 
Mstep: Class 7 contains 51985 members 
Mstep: Class 8 contains 40990 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 11758 members 
Mstep: Class 16 contains 242420 members 
Mstep: Class 17 contains 28012 members 
Mstep: Class 18 contains 34786 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 67868 members 
Mstep: Class 23 contains 12295 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26957 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11408 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68290 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35308 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12459 members 
Mstep: Class 37 contains 3403 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5496 members 
Mstep: Class 40 contains 15790 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 7250 members 
Mstep: Class 43 contains 2745 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35641 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12155 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5138 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8422 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2666 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26314 members 
Mstep: Class 58 contains 17632 members 
Mstep: Class 59 contains 6687 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2076 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488336.000000 Penalty: 241698.718750
Iteration 153Q: 71 clusters Score -1.344883e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 25624 members 
Mstep: Class 3 contains 132791 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10379 members 
Mstep: Class 7 contains 51982 members 
Mstep: Class 8 contains 41014 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 8918 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11760 members 
Mstep: Class 16 contains 242418 members 
Mstep: Class 17 contains 27982 members 
Mstep: Class 18 contains 34788 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9373 members 
Mstep: Class 22 contains 67854 members 
Mstep: Class 23 contains 12295 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26964 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11418 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68292 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35327 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12460 members 
Mstep: Class 37 contains 3402 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5496 members 
Mstep: Class 40 contains 15759 members 
Mstep: Class 41 contains 7520 members 
Mstep: Class 42 contains 7248 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35638 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12158 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5138 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2666 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26342 members 
Mstep: Class 58 contains 17617 members 
Mstep: Class 59 contains 6688 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4527 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 2075 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488480.000000 Penalty: 241698.718750
Iteration 154Q: 71 clusters Score -1.344885e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 25624 members 
Mstep: Class 3 contains 132789 members 
Mstep: Class 4 contains 10177 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 51973 members 
Mstep: Class 8 contains 41051 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8933 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 242411 members 
Mstep: Class 17 contains 27951 members 
Mstep: Class 18 contains 34794 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9374 members 
Mstep: Class 22 contains 67844 members 
Mstep: Class 23 contains 12293 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26970 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11428 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68301 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35343 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12461 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5498 members 
Mstep: Class 40 contains 15714 members 
Mstep: Class 41 contains 7520 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 2747 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35638 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12160 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5138 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26366 members 
Mstep: Class 58 contains 17600 members 
Mstep: Class 59 contains 6688 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4526 members 
Mstep: Class 66 contains 5479 members 
Mstep: Class 67 contains 2073 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488480.000000 Penalty: 241698.718750
Iteration 155Q: 71 clusters Score -1.344885e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 25623 members 
Mstep: Class 3 contains 132790 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10361 members 
Mstep: Class 7 contains 51978 members 
Mstep: Class 8 contains 41073 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8949 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 242407 members 
Mstep: Class 17 contains 27919 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 67834 members 
Mstep: Class 23 contains 12286 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 26982 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11436 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68319 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35352 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12461 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15678 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 2748 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35637 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12162 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5138 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2666 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26382 members 
Mstep: Class 58 contains 17576 members 
Mstep: Class 59 contains 6691 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4528 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2069 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488560.000000 Penalty: 241698.718750
Iteration 156Q: 71 clusters Score -1.344886e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25624 members 
Mstep: Class 3 contains 132794 members 
Mstep: Class 4 contains 10184 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 51967 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8960 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 242406 members 
Mstep: Class 17 contains 27886 members 
Mstep: Class 18 contains 34795 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9371 members 
Mstep: Class 22 contains 67818 members 
Mstep: Class 23 contains 12288 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 26992 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11448 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68317 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35363 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12461 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 15654 members 
Mstep: Class 41 contains 7521 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 2750 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35637 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12162 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2642 members 
Mstep: Class 51 contains 5139 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5596 members 
Mstep: Class 57 contains 26419 members 
Mstep: Class 58 contains 17554 members 
Mstep: Class 59 contains 6693 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4531 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2069 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488448.000000 Penalty: 241698.718750
Iteration 157Q: 71 clusters Score -1.344884e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 25629 members 
Mstep: Class 3 contains 132790 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 10348 members 
Mstep: Class 7 contains 51960 members 
Mstep: Class 8 contains 41128 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7235 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8964 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 242401 members 
Mstep: Class 17 contains 27850 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9375 members 
Mstep: Class 22 contains 67803 members 
Mstep: Class 23 contains 12289 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11459 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 68330 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35376 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12461 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15622 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35643 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12164 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8416 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26444 members 
Mstep: Class 58 contains 17531 members 
Mstep: Class 59 contains 6694 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4532 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2067 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488512.000000 Penalty: 241698.718750
Iteration 158Q: 71 clusters Score -1.344885e+08 nChanged 247
Entering ConstructFrom: 
Score: -134488512.000000 Penalty: 241698.718750
Entering ConstructFrom: 
Trying to split cluster 1 (10641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Entering Unmasked Estep 
Score: -1328220.000000 Penalty: 2299.572510
	Iteration 0F: 2 clusters Score -1328220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1320097.375000 Penalty: 4599.145020
	Iteration 0F: 3 clusters Score -1320097 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1322564.875000 Penalty: 4599.145020
	Iteration 1F: 3 clusters Score -1322565 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1322851.750000 Penalty: 4599.145020
	Iteration 2F: 3 clusters Score -1322852 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1323070.375000 Penalty: 4599.145020
	Iteration 3Q: 3 clusters Score -1323070 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1323237.125000 Penalty: 4599.145020
	Iteration 4Q: 3 clusters Score -1323237 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1323374.375000 Penalty: 4599.145020
	Iteration 5Q: 3 clusters Score -1323374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1323487.000000 Penalty: 4599.145020
	Iteration 6Q: 3 clusters Score -1323487 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1323579.125000 Penalty: 4599.145020
	Iteration 7Q: 3 clusters Score -1323579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1323683.500000 Penalty: 4599.145020
	Iteration 8Q: 3 clusters Score -1323684 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1323789.750000 Penalty: 4599.145020
	Iteration 9Q: 3 clusters Score -1323790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1323899.625000 Penalty: 4599.145020
	Iteration 10Q: 3 clusters Score -1323900 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1324009.750000 Penalty: 4599.145020
	Iteration 11Q: 3 clusters Score -1324010 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1324145.875000 Penalty: 4599.145020
	Iteration 12Q: 3 clusters Score -1324146 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1324316.375000 Penalty: 4599.145020
	Iteration 13Q: 3 clusters Score -1324316 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1324498.250000 Penalty: 4599.145020
	Iteration 14Q: 3 clusters Score -1324498 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1324716.250000 Penalty: 4599.145020
	Iteration 15Q: 3 clusters Score -1324716 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1324968.250000 Penalty: 4599.145020
	Iteration 16Q: 3 clusters Score -1324968 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1325188.750000 Penalty: 4599.145020
	Iteration 17Q: 3 clusters Score -1325189 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1325368.625000 Penalty: 4599.145020
	Iteration 18Q: 3 clusters Score -1325369 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1325539.875000 Penalty: 4599.145020
	Iteration 19Q: 3 clusters Score -1325540 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1325677.625000 Penalty: 4599.145020
	Iteration 20F: 3 clusters Score -1325678 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1325790.500000 Penalty: 4599.145020
	Iteration 21Q: 3 clusters Score -1325790 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1325877.875000 Penalty: 4599.145020
	Iteration 22Q: 3 clusters Score -1325878 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1325957.500000 Penalty: 4599.145020
	Iteration 23Q: 3 clusters Score -1325958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1326022.875000 Penalty: 4599.145020
	Iteration 24Q: 3 clusters Score -1326023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1326074.250000 Penalty: 4599.145020
	Iteration 25Q: 3 clusters Score -1326074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1326108.000000 Penalty: 4599.145020
	Iteration 26Q: 3 clusters Score -1326108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1326136.625000 Penalty: 4599.145020
	Iteration 27Q: 3 clusters Score -1326137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1326162.375000 Penalty: 4599.145020
	Iteration 28Q: 3 clusters Score -1326162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1326174.125000 Penalty: 4599.145020
	Iteration 29Q: 3 clusters Score -1326174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1326191.375000 Penalty: 4599.145020
	Iteration 30Q: 3 clusters Score -1326191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1326203.250000 Penalty: 4599.145020
	Iteration 31Q: 3 clusters Score -1326203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1326214.125000 Penalty: 4599.145020
	Iteration 32Q: 3 clusters Score -1326214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1326221.250000 Penalty: 4599.145020
	Iteration 33Q: 3 clusters Score -1326221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1326230.875000 Penalty: 4599.145020
	Iteration 34Q: 3 clusters Score -1326231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1326230.875000 Penalty: 4599.145020
	Iteration 35Q: 3 clusters Score -1326231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1326242.000000 Penalty: 4599.145020
	Iteration 36Q: 3 clusters Score -1326242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1326249.750000 Penalty: 4599.145020
	Iteration 37Q: 3 clusters Score -1326250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1326253.125000 Penalty: 4599.145020
	Iteration 38Q: 3 clusters Score -1326253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1326261.125000 Penalty: 4599.145020
	Iteration 39Q: 3 clusters Score -1326261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1326259.000000 Penalty: 4599.145020
	Iteration 40F: 3 clusters Score -1326259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1326262.250000 Penalty: 4599.145020
	Iteration 41Q: 3 clusters Score -1326262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1326263.375000 Penalty: 4599.145020
	Iteration 42Q: 3 clusters Score -1326263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1326268.625000 Penalty: 4599.145020
	Iteration 43Q: 3 clusters Score -1326269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1326268.875000 Penalty: 4599.145020
	Iteration 44Q: 3 clusters Score -1326269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1326270.125000 Penalty: 4599.145020
	Iteration 45Q: 3 clusters Score -1326270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1326270.125000 Penalty: 4599.145020
	Iteration 46F: 3 clusters Score -1326270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Entering Unmasked Estep 
Score: -3150083.500000 Penalty: 2517.557373
	Iteration 0F: 2 clusters Score -3150084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3132358.750000 Penalty: 5035.114746
	Iteration 0F: 3 clusters Score -3132359 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3138897.250000 Penalty: 5035.114746
	Iteration 1F: 3 clusters Score -3138897 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3139783.250000 Penalty: 5035.114746
	Iteration 2F: 3 clusters Score -3139783 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3140939.500000 Penalty: 5035.114746
	Iteration 3F: 3 clusters Score -3140940 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3142268.500000 Penalty: 5035.114746
	Iteration 4F: 3 clusters Score -3142268 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3143627.750000 Penalty: 5035.114746
	Iteration 5F: 3 clusters Score -3143628 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3145010.000000 Penalty: 5035.114746
	Iteration 6F: 3 clusters Score -3145010 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3146249.000000 Penalty: 5035.114746
	Iteration 7F: 3 clusters Score -3146249 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3147329.000000 Penalty: 5035.114746
	Iteration 8Q: 3 clusters Score -3147329 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3148140.000000 Penalty: 5035.114746
	Iteration 9Q: 3 clusters Score -3148140 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3148629.250000 Penalty: 5035.114746
	Iteration 10Q: 3 clusters Score -3148629 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3148915.250000 Penalty: 5035.114746
	Iteration 11Q: 3 clusters Score -3148915 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3149077.750000 Penalty: 5035.114746
	Iteration 12Q: 3 clusters Score -3149078 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3149157.500000 Penalty: 5035.114746
	Iteration 13Q: 3 clusters Score -3149158 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3149218.000000 Penalty: 5035.114746
	Iteration 14Q: 3 clusters Score -3149218 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3149228.500000 Penalty: 5035.114746
	Iteration 15Q: 3 clusters Score -3149228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3149253.250000 Penalty: 5035.114746
	Iteration 16Q: 3 clusters Score -3149253 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3149278.000000 Penalty: 5035.114746
	Iteration 17Q: 3 clusters Score -3149278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3149281.250000 Penalty: 5035.114746
	Iteration 18Q: 3 clusters Score -3149281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3149298.000000 Penalty: 5035.114746
	Iteration 19Q: 3 clusters Score -3149298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3149304.250000 Penalty: 5035.114746
	Iteration 20F: 3 clusters Score -3149304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3149309.000000 Penalty: 5035.114746
	Iteration 21Q: 3 clusters Score -3149309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3149304.000000 Penalty: 5035.114746
	Iteration 22Q: 3 clusters Score -3149304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3149312.500000 Penalty: 5035.114746
	Iteration 23Q: 3 clusters Score -3149312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3149313.000000 Penalty: 5035.114746
	Iteration 24Q: 3 clusters Score -3149313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3149314.500000 Penalty: 5035.114746
	Iteration 25Q: 3 clusters Score -3149314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3149313.750000 Penalty: 5035.114746
	Iteration 26Q: 3 clusters Score -3149314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3149318.750000 Penalty: 5035.114746
	Iteration 27Q: 3 clusters Score -3149319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3149318.500000 Penalty: 5035.114746
	Iteration 28Q: 3 clusters Score -3149318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3149321.750000 Penalty: 5035.114746
	Iteration 29Q: 3 clusters Score -3149322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3149321.750000 Penalty: 5035.114746
	Iteration 30Q: 3 clusters Score -3149322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3149322.250000 Penalty: 5035.114746
	Iteration 31Q: 3 clusters Score -3149322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3149322.250000 Penalty: 5035.114746
	Iteration 32F: 3 clusters Score -3149322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132786 members 
Entering Unmasked Estep 
Score: -16599206.000000 Penalty: 2925.530518
	Iteration 0F: 2 clusters Score -1.659921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -16510342.000000 Penalty: 5851.061035
	Iteration 0F: 3 clusters Score -1.651034e+07 nChanged 63375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -16546544.000000 Penalty: 5851.061035
	Iteration 1F: 3 clusters Score -1.654654e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -16547322.000000 Penalty: 5851.061035
	Iteration 2Q: 3 clusters Score -1.654732e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -16548005.000000 Penalty: 5851.061035
	Iteration 3Q: 3 clusters Score -1.6548e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -16549068.000000 Penalty: 5851.061035
	Iteration 4Q: 3 clusters Score -1.654907e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -16550682.000000 Penalty: 5851.061035
	Iteration 5Q: 3 clusters Score -1.655068e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -16553512.000000 Penalty: 5851.061035
	Iteration 6Q: 3 clusters Score -1.655351e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -16558281.000000 Penalty: 5851.061035
	Iteration 7F: 3 clusters Score -1.655828e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -16565631.000000 Penalty: 5851.061035
	Iteration 8F: 3 clusters Score -1.656563e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -16574761.000000 Penalty: 5851.061035
	Iteration 9F: 3 clusters Score -1.657476e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 118466 members 
Entering Unmasked Estep 
Score: -16583729.000000 Penalty: 5851.061035
	Iteration 10F: 3 clusters Score -1.658373e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -16590253.000000 Penalty: 5851.061035
	Iteration 11F: 3 clusters Score -1.659025e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -16593952.000000 Penalty: 5851.061035
	Iteration 12Q: 3 clusters Score -1.659395e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 131258 members 
Entering Unmasked Estep 
Score: -16595607.000000 Penalty: 5851.061035
	Iteration 13Q: 3 clusters Score -1.659561e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 131926 members 
Entering Unmasked Estep 
Score: -16596113.000000 Penalty: 5851.061035
	Iteration 14Q: 3 clusters Score -1.659611e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -16596406.000000 Penalty: 5851.061035
	Iteration 15Q: 3 clusters Score -1.659641e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 132294 members 
Entering Unmasked Estep 
Score: -16596518.000000 Penalty: 5851.061035
	Iteration 16Q: 3 clusters Score -1.659652e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 132335 members 
Entering Unmasked Estep 
Score: -16596586.000000 Penalty: 5851.061035
	Iteration 17Q: 3 clusters Score -1.659659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 132344 members 
Entering Unmasked Estep 
Score: -16596616.000000 Penalty: 5851.061035
	Iteration 18Q: 3 clusters Score -1.659662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -16596648.000000 Penalty: 5851.061035
	Iteration 19Q: 3 clusters Score -1.659665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -16596665.000000 Penalty: 5851.061035
	Iteration 20F: 3 clusters Score -1.659666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -16596699.000000 Penalty: 5851.061035
	Iteration 21Q: 3 clusters Score -1.65967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
Score: -16596708.000000 Penalty: 5851.061035
	Iteration 22Q: 3 clusters Score -1.659671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 132390 members 
Entering Unmasked Estep 
Score: -16596723.000000 Penalty: 5851.061035
	Iteration 23Q: 3 clusters Score -1.659672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -16596724.000000 Penalty: 5851.061035
	Iteration 24Q: 3 clusters Score -1.659672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -16596728.000000 Penalty: 5851.061035
	Iteration 25Q: 3 clusters Score -1.659673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -16596720.000000 Penalty: 5851.061035
	Iteration 26Q: 3 clusters Score -1.659672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -16596733.000000 Penalty: 5851.061035
	Iteration 27Q: 3 clusters Score -1.659673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -16596735.000000 Penalty: 5851.061035
	Iteration 28Q: 3 clusters Score -1.659674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -16596740.000000 Penalty: 5851.061035
	Iteration 29Q: 3 clusters Score -1.659674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -16596732.000000 Penalty: 5851.061035
	Iteration 30Q: 3 clusters Score -1.659673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -16596732.000000 Penalty: 5851.061035
	Iteration 31Q: 3 clusters Score -1.659673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -16596739.000000 Penalty: 5851.061035
	Iteration 32Q: 3 clusters Score -1.659674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 132397 members 
Entering Unmasked Estep 
Score: -16596742.000000 Penalty: 5851.061035
	Iteration 33Q: 3 clusters Score -1.659674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -16596740.000000 Penalty: 5851.061035
	Iteration 34Q: 3 clusters Score -1.659674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -16596740.000000 Penalty: 5851.061035
	Iteration 35F: 3 clusters Score -1.659674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Entering Unmasked Estep 
Score: -1133466.000000 Penalty: 2288.710449
	Iteration 0F: 2 clusters Score -1133466 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 5096 members 
Entering Unmasked Estep 
Score: -1125756.500000 Penalty: 4577.420898
	Iteration 0F: 3 clusters Score -1125756 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1128180.875000 Penalty: 4577.420898
	Iteration 1F: 3 clusters Score -1128181 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1128588.625000 Penalty: 4577.420898
	Iteration 2F: 3 clusters Score -1128589 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1128964.500000 Penalty: 4577.420898
	Iteration 3F: 3 clusters Score -1128964 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1129336.625000 Penalty: 4577.420898
	Iteration 4F: 3 clusters Score -1129337 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1129722.875000 Penalty: 4577.420898
	Iteration 5F: 3 clusters Score -1129723 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1130057.875000 Penalty: 4577.420898
	Iteration 6F: 3 clusters Score -1130058 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1130338.000000 Penalty: 4577.420898
	Iteration 7Q: 3 clusters Score -1130338 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1130586.625000 Penalty: 4577.420898
	Iteration 8Q: 3 clusters Score -1130587 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1130835.125000 Penalty: 4577.420898
	Iteration 9Q: 3 clusters Score -1130835 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1131055.500000 Penalty: 4577.420898
	Iteration 10Q: 3 clusters Score -1131056 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1131247.750000 Penalty: 4577.420898
	Iteration 11Q: 3 clusters Score -1131248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1131440.000000 Penalty: 4577.420898
	Iteration 12Q: 3 clusters Score -1131440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1131639.625000 Penalty: 4577.420898
	Iteration 13Q: 3 clusters Score -1131640 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1131811.250000 Penalty: 4577.420898
	Iteration 14Q: 3 clusters Score -1131811 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1131917.125000 Penalty: 4577.420898
	Iteration 15Q: 3 clusters Score -1131917 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1131973.875000 Penalty: 4577.420898
	Iteration 16Q: 3 clusters Score -1131974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1132013.000000 Penalty: 4577.420898
	Iteration 17Q: 3 clusters Score -1132013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1132037.625000 Penalty: 4577.420898
	Iteration 18Q: 3 clusters Score -1132038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1132062.625000 Penalty: 4577.420898
	Iteration 19Q: 3 clusters Score -1132063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1132073.375000 Penalty: 4577.420898
	Iteration 20F: 3 clusters Score -1132073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1132086.375000 Penalty: 4577.420898
	Iteration 21Q: 3 clusters Score -1132086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1132097.250000 Penalty: 4577.420898
	Iteration 22Q: 3 clusters Score -1132097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1132102.250000 Penalty: 4577.420898
	Iteration 23Q: 3 clusters Score -1132102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1132106.250000 Penalty: 4577.420898
	Iteration 24Q: 3 clusters Score -1132106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1132111.625000 Penalty: 4577.420898
	Iteration 25Q: 3 clusters Score -1132112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1132114.375000 Penalty: 4577.420898
	Iteration 26Q: 3 clusters Score -1132114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1132116.375000 Penalty: 4577.420898
	Iteration 27Q: 3 clusters Score -1132116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1132115.625000 Penalty: 4577.420898
	Iteration 28Q: 3 clusters Score -1132116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1132116.250000 Penalty: 4577.420898
	Iteration 29Q: 3 clusters Score -1132116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1132117.375000 Penalty: 4577.420898
	Iteration 30Q: 3 clusters Score -1132117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1132120.000000 Penalty: 4577.420898
	Iteration 31Q: 3 clusters Score -1132120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1132120.875000 Penalty: 4577.420898
	Iteration 32Q: 3 clusters Score -1132121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1132123.000000 Penalty: 4577.420898
	Iteration 33Q: 3 clusters Score -1132123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1132121.625000 Penalty: 4577.420898
	Iteration 34Q: 3 clusters Score -1132122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1132123.625000 Penalty: 4577.420898
	Iteration 35Q: 3 clusters Score -1132124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1132123.625000 Penalty: 4577.420898
	Iteration 36Q: 3 clusters Score -1132124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1132127.000000 Penalty: 4577.420898
	Iteration 37Q: 3 clusters Score -1132127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1132128.875000 Penalty: 4577.420898
	Iteration 38Q: 3 clusters Score -1132129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1132126.375000 Penalty: 4577.420898
	Iteration 39Q: 3 clusters Score -1132126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1132125.375000 Penalty: 4577.420898
	Iteration 40F: 3 clusters Score -1132125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1132125.875000 Penalty: 4577.420898
	Iteration 41Q: 3 clusters Score -1132126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1132126.000000 Penalty: 4577.420898
	Iteration 42Q: 3 clusters Score -1132126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1132126.875000 Penalty: 4577.420898
	Iteration 43Q: 3 clusters Score -1132127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1132126.125000 Penalty: 4577.420898
	Iteration 44Q: 3 clusters Score -1132126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1132126.125000 Penalty: 4577.420898
	Iteration 45F: 3 clusters Score -1132126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Entering Unmasked Estep 
Score: -628870.812500 Penalty: 2124.316650
	Iteration 0F: 2 clusters Score -628870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -624262.375000 Penalty: 4248.633301
	Iteration 0F: 3 clusters Score -624262.4 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -625365.125000 Penalty: 4248.633301
	Iteration 1F: 3 clusters Score -625365.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -625601.000000 Penalty: 4248.633301
	Iteration 2F: 3 clusters Score -625601 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -625811.937500 Penalty: 4248.633301
	Iteration 3F: 3 clusters Score -625811.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -626038.312500 Penalty: 4248.633301
	Iteration 4F: 3 clusters Score -626038.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -626340.750000 Penalty: 4248.633301
	Iteration 5F: 3 clusters Score -626340.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -626690.812500 Penalty: 4248.633301
	Iteration 6F: 3 clusters Score -626690.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -627070.000000 Penalty: 4248.633301
	Iteration 7F: 3 clusters Score -627070 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -627327.250000 Penalty: 4248.633301
	Iteration 8F: 3 clusters Score -627327.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -627496.812500 Penalty: 4248.633301
	Iteration 9Q: 3 clusters Score -627496.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -627575.187500 Penalty: 4248.633301
	Iteration 10Q: 3 clusters Score -627575.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -627619.187500 Penalty: 4248.633301
	Iteration 11Q: 3 clusters Score -627619.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -627659.687500 Penalty: 4248.633301
	Iteration 12Q: 3 clusters Score -627659.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -627675.500000 Penalty: 4248.633301
	Iteration 13Q: 3 clusters Score -627675.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -627684.312500 Penalty: 4248.633301
	Iteration 14Q: 3 clusters Score -627684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -627690.562500 Penalty: 4248.633301
	Iteration 15Q: 3 clusters Score -627690.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -627694.875000 Penalty: 4248.633301
	Iteration 16Q: 3 clusters Score -627694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -627698.062500 Penalty: 4248.633301
	Iteration 17Q: 3 clusters Score -627698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -627699.562500 Penalty: 4248.633301
	Iteration 18Q: 3 clusters Score -627699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -627700.187500 Penalty: 4248.633301
	Iteration 19Q: 3 clusters Score -627700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -627702.000000 Penalty: 4248.633301
	Iteration 20F: 3 clusters Score -627702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -627702.937500 Penalty: 4248.633301
	Iteration 21Q: 3 clusters Score -627702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -627703.312500 Penalty: 4248.633301
	Iteration 22Q: 3 clusters Score -627703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -627704.562500 Penalty: 4248.633301
	Iteration 23Q: 3 clusters Score -627704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -627705.312500 Penalty: 4248.633301
	Iteration 24Q: 3 clusters Score -627705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -627706.625000 Penalty: 4248.633301
	Iteration 25Q: 3 clusters Score -627706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -627707.875000 Penalty: 4248.633301
	Iteration 26Q: 3 clusters Score -627707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -627707.312500 Penalty: 4248.633301
	Iteration 27Q: 3 clusters Score -627707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -627708.562500 Penalty: 4248.633301
	Iteration 28Q: 3 clusters Score -627708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -627708.687500 Penalty: 4248.633301
	Iteration 29Q: 3 clusters Score -627708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -627709.187500 Penalty: 4248.633301
	Iteration 30Q: 3 clusters Score -627709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -627709.187500 Penalty: 4248.633301
	Iteration 31F: 3 clusters Score -627709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Entering Unmasked Estep 
Score: -1259145.125000 Penalty: 2292.576172
	Iteration 0F: 2 clusters Score -1259145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1251402.125000 Penalty: 4585.152344
	Iteration 0F: 3 clusters Score -1251402 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1253648.750000 Penalty: 4585.152344
	Iteration 1F: 3 clusters Score -1253649 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1253945.125000 Penalty: 4585.152344
	Iteration 2F: 3 clusters Score -1253945 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1254199.250000 Penalty: 4585.152344
	Iteration 3F: 3 clusters Score -1254199 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1254452.125000 Penalty: 4585.152344
	Iteration 4Q: 3 clusters Score -1254452 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1254681.875000 Penalty: 4585.152344
	Iteration 5Q: 3 clusters Score -1254682 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1254925.750000 Penalty: 4585.152344
	Iteration 6Q: 3 clusters Score -1254926 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1255161.500000 Penalty: 4585.152344
	Iteration 7Q: 3 clusters Score -1255162 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1255437.000000 Penalty: 4585.152344
	Iteration 8Q: 3 clusters Score -1255437 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1255699.875000 Penalty: 4585.152344
	Iteration 9Q: 3 clusters Score -1255700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1255961.000000 Penalty: 4585.152344
	Iteration 10Q: 3 clusters Score -1255961 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1256180.125000 Penalty: 4585.152344
	Iteration 11Q: 3 clusters Score -1256180 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1256386.875000 Penalty: 4585.152344
	Iteration 12Q: 3 clusters Score -1256387 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1256577.750000 Penalty: 4585.152344
	Iteration 13Q: 3 clusters Score -1256578 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1256715.000000 Penalty: 4585.152344
	Iteration 14Q: 3 clusters Score -1256715 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1256814.875000 Penalty: 4585.152344
	Iteration 15Q: 3 clusters Score -1256815 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1256875.625000 Penalty: 4585.152344
	Iteration 16Q: 3 clusters Score -1256876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1256918.000000 Penalty: 4585.152344
	Iteration 17Q: 3 clusters Score -1256918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1256945.500000 Penalty: 4585.152344
	Iteration 18Q: 3 clusters Score -1256946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1256976.000000 Penalty: 4585.152344
	Iteration 19Q: 3 clusters Score -1256976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1256989.750000 Penalty: 4585.152344
	Iteration 20F: 3 clusters Score -1256990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1257012.000000 Penalty: 4585.152344
	Iteration 21Q: 3 clusters Score -1257012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1257017.000000 Penalty: 4585.152344
	Iteration 22Q: 3 clusters Score -1257017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1257024.750000 Penalty: 4585.152344
	Iteration 23Q: 3 clusters Score -1257025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1257029.375000 Penalty: 4585.152344
	Iteration 24Q: 3 clusters Score -1257029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1257037.375000 Penalty: 4585.152344
	Iteration 25Q: 3 clusters Score -1257037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1257039.375000 Penalty: 4585.152344
	Iteration 26Q: 3 clusters Score -1257039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1257042.250000 Penalty: 4585.152344
	Iteration 27Q: 3 clusters Score -1257042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1257045.875000 Penalty: 4585.152344
	Iteration 28Q: 3 clusters Score -1257046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1257049.125000 Penalty: 4585.152344
	Iteration 29Q: 3 clusters Score -1257049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1257057.375000 Penalty: 4585.152344
	Iteration 30Q: 3 clusters Score -1257057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1257058.250000 Penalty: 4585.152344
	Iteration 31Q: 3 clusters Score -1257058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1257066.250000 Penalty: 4585.152344
	Iteration 32Q: 3 clusters Score -1257066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1257072.625000 Penalty: 4585.152344
	Iteration 33Q: 3 clusters Score -1257073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1257081.750000 Penalty: 4585.152344
	Iteration 34Q: 3 clusters Score -1257082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1257089.750000 Penalty: 4585.152344
	Iteration 35Q: 3 clusters Score -1257090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1257101.250000 Penalty: 4585.152344
	Iteration 36Q: 3 clusters Score -1257101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1257117.875000 Penalty: 4585.152344
	Iteration 37Q: 3 clusters Score -1257118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1257129.375000 Penalty: 4585.152344
	Iteration 38Q: 3 clusters Score -1257129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1257145.000000 Penalty: 4585.152344
	Iteration 39Q: 3 clusters Score -1257145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1257154.000000 Penalty: 4585.152344
	Iteration 40F: 3 clusters Score -1257154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1257169.375000 Penalty: 4585.152344
	Iteration 41Q: 3 clusters Score -1257169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1257198.250000 Penalty: 4585.152344
	Iteration 42Q: 3 clusters Score -1257198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1257221.000000 Penalty: 4585.152344
	Iteration 43Q: 3 clusters Score -1257221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1257257.375000 Penalty: 4585.152344
	Iteration 44Q: 3 clusters Score -1257257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1257293.000000 Penalty: 4585.152344
	Iteration 45Q: 3 clusters Score -1257293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1257343.000000 Penalty: 4585.152344
	Iteration 46Q: 3 clusters Score -1257343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1257372.000000 Penalty: 4585.152344
	Iteration 47Q: 3 clusters Score -1257372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1257405.375000 Penalty: 4585.152344
	Iteration 48Q: 3 clusters Score -1257405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1257431.875000 Penalty: 4585.152344
	Iteration 49Q: 3 clusters Score -1257432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1257456.125000 Penalty: 4585.152344
	Iteration 50Q: 3 clusters Score -1257456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1257482.500000 Penalty: 4585.152344
	Iteration 51Q: 3 clusters Score -1257482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1257500.500000 Penalty: 4585.152344
	Iteration 52Q: 3 clusters Score -1257500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1257526.875000 Penalty: 4585.152344
	Iteration 53Q: 3 clusters Score -1257527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1257553.500000 Penalty: 4585.152344
	Iteration 54Q: 3 clusters Score -1257554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1257586.000000 Penalty: 4585.152344
	Iteration 55Q: 3 clusters Score -1257586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1257624.875000 Penalty: 4585.152344
	Iteration 56Q: 3 clusters Score -1257625 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1257661.375000 Penalty: 4585.152344
	Iteration 57Q: 3 clusters Score -1257661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1257690.625000 Penalty: 4585.152344
	Iteration 58Q: 3 clusters Score -1257691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1257725.250000 Penalty: 4585.152344
	Iteration 59Q: 3 clusters Score -1257725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1257759.375000 Penalty: 4585.152344
	Iteration 60F: 3 clusters Score -1257759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1257792.500000 Penalty: 4585.152344
	Iteration 61Q: 3 clusters Score -1257792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1257825.625000 Penalty: 4585.152344
	Iteration 62Q: 3 clusters Score -1257826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1257865.000000 Penalty: 4585.152344
	Iteration 63Q: 3 clusters Score -1257865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1257901.500000 Penalty: 4585.152344
	Iteration 64Q: 3 clusters Score -1257902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1257930.875000 Penalty: 4585.152344
	Iteration 65Q: 3 clusters Score -1257931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1257958.000000 Penalty: 4585.152344
	Iteration 66Q: 3 clusters Score -1257958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1257987.250000 Penalty: 4585.152344
	Iteration 67Q: 3 clusters Score -1257987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1258019.250000 Penalty: 4585.152344
	Iteration 68Q: 3 clusters Score -1258019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1258039.000000 Penalty: 4585.152344
	Iteration 69Q: 3 clusters Score -1258039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1258050.625000 Penalty: 4585.152344
	Iteration 70Q: 3 clusters Score -1258051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1258054.625000 Penalty: 4585.152344
	Iteration 71Q: 3 clusters Score -1258055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1258063.125000 Penalty: 4585.152344
	Iteration 72Q: 3 clusters Score -1258063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1258071.375000 Penalty: 4585.152344
	Iteration 73Q: 3 clusters Score -1258071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1258074.875000 Penalty: 4585.152344
	Iteration 74Q: 3 clusters Score -1258075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1258078.000000 Penalty: 4585.152344
	Iteration 75Q: 3 clusters Score -1258078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1258080.500000 Penalty: 4585.152344
	Iteration 76Q: 3 clusters Score -1258080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1258081.750000 Penalty: 4585.152344
	Iteration 77Q: 3 clusters Score -1258082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1258084.500000 Penalty: 4585.152344
	Iteration 78Q: 3 clusters Score -1258084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1258085.500000 Penalty: 4585.152344
	Iteration 79Q: 3 clusters Score -1258086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1258085.000000 Penalty: 4585.152344
	Iteration 80F: 3 clusters Score -1258085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1258087.125000 Penalty: 4585.152344
	Iteration 81Q: 3 clusters Score -1258087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1258088.875000 Penalty: 4585.152344
	Iteration 82Q: 3 clusters Score -1258089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1258089.750000 Penalty: 4585.152344
	Iteration 83Q: 3 clusters Score -1258090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1258089.750000 Penalty: 4585.152344
	Iteration 84F: 3 clusters Score -1258090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Entering Unmasked Estep 
Score: -6042820.500000 Penalty: 2692.812256
	Iteration 0F: 2 clusters Score -6042820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6007765.000000 Penalty: 5385.624512
	Iteration 0F: 3 clusters Score -6007765 nChanged 24079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6021380.000000 Penalty: 5385.624512
	Iteration 1F: 3 clusters Score -6021380 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6022235.500000 Penalty: 5385.624512
	Iteration 2Q: 3 clusters Score -6022236 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6023365.500000 Penalty: 5385.624512
	Iteration 3Q: 3 clusters Score -6023366 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6024865.000000 Penalty: 5385.624512
	Iteration 4F: 3 clusters Score -6024865 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -6026698.000000 Penalty: 5385.624512
	Iteration 5F: 3 clusters Score -6026698 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6028784.000000 Penalty: 5385.624512
	Iteration 6F: 3 clusters Score -6028784 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6031104.500000 Penalty: 5385.624512
	Iteration 7F: 3 clusters Score -6031104 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6033120.000000 Penalty: 5385.624512
	Iteration 8F: 3 clusters Score -6033120 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6034559.000000 Penalty: 5385.624512
	Iteration 9Q: 3 clusters Score -6034559 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -6035315.500000 Penalty: 5385.624512
	Iteration 10Q: 3 clusters Score -6035316 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6035710.000000 Penalty: 5385.624512
	Iteration 11Q: 3 clusters Score -6035710 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -6035944.000000 Penalty: 5385.624512
	Iteration 12Q: 3 clusters Score -6035944 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -6036154.000000 Penalty: 5385.624512
	Iteration 13Q: 3 clusters Score -6036154 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -6036354.500000 Penalty: 5385.624512
	Iteration 14Q: 3 clusters Score -6036354 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6036535.000000 Penalty: 5385.624512
	Iteration 15Q: 3 clusters Score -6036535 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6036713.500000 Penalty: 5385.624512
	Iteration 16Q: 3 clusters Score -6036714 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -6036893.000000 Penalty: 5385.624512
	Iteration 17Q: 3 clusters Score -6036893 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6037053.500000 Penalty: 5385.624512
	Iteration 18Q: 3 clusters Score -6037054 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -6037238.500000 Penalty: 5385.624512
	Iteration 19Q: 3 clusters Score -6037238 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -6037400.500000 Penalty: 5385.624512
	Iteration 20F: 3 clusters Score -6037400 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -6037574.500000 Penalty: 5385.624512
	Iteration 21Q: 3 clusters Score -6037574 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6037729.500000 Penalty: 5385.624512
	Iteration 22Q: 3 clusters Score -6037730 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -6037914.500000 Penalty: 5385.624512
	Iteration 23Q: 3 clusters Score -6037914 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -6038132.500000 Penalty: 5385.624512
	Iteration 24Q: 3 clusters Score -6038132 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -6038335.000000 Penalty: 5385.624512
	Iteration 25Q: 3 clusters Score -6038335 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -6038530.000000 Penalty: 5385.624512
	Iteration 26Q: 3 clusters Score -6038530 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -6038744.500000 Penalty: 5385.624512
	Iteration 27Q: 3 clusters Score -6038744 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -6039071.000000 Penalty: 5385.624512
	Iteration 28Q: 3 clusters Score -6039071 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6039318.500000 Penalty: 5385.624512
	Iteration 29Q: 3 clusters Score -6039318 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6039649.500000 Penalty: 5385.624512
	Iteration 30Q: 3 clusters Score -6039650 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6040001.500000 Penalty: 5385.624512
	Iteration 31Q: 3 clusters Score -6040002 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6040272.000000 Penalty: 5385.624512
	Iteration 32Q: 3 clusters Score -6040272 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6040566.500000 Penalty: 5385.624512
	Iteration 33Q: 3 clusters Score -6040566 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -6040889.500000 Penalty: 5385.624512
	Iteration 34Q: 3 clusters Score -6040890 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -6041219.000000 Penalty: 5385.624512
	Iteration 35Q: 3 clusters Score -6041219 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6041501.000000 Penalty: 5385.624512
	Iteration 36Q: 3 clusters Score -6041501 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6041806.500000 Penalty: 5385.624512
	Iteration 37Q: 3 clusters Score -6041806 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -6042101.500000 Penalty: 5385.624512
	Iteration 38Q: 3 clusters Score -6042102 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -6042380.000000 Penalty: 5385.624512
	Iteration 39Q: 3 clusters Score -6042380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6042573.500000 Penalty: 5385.624512
	Iteration 40F: 3 clusters Score -6042574 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6042670.500000 Penalty: 5385.624512
	Iteration 41Q: 3 clusters Score -6042670 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -6042793.000000 Penalty: 5385.624512
	Iteration 42Q: 3 clusters Score -6042793 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6042909.000000 Penalty: 5385.624512
	Iteration 43Q: 3 clusters Score -6042909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6042971.000000 Penalty: 5385.624512
	Iteration 44Q: 3 clusters Score -6042971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6043027.000000 Penalty: 5385.624512
	Iteration 45Q: 3 clusters Score -6043027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6043041.500000 Penalty: 5385.624512
	Iteration 46Q: 3 clusters Score -6043042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6043076.500000 Penalty: 5385.624512
	Iteration 47Q: 3 clusters Score -6043076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6043085.500000 Penalty: 5385.624512
	Iteration 48Q: 3 clusters Score -6043086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -6043091.000000 Penalty: 5385.624512
	Iteration 49Q: 3 clusters Score -6043091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6043091.000000 Penalty: 5385.624512
	Iteration 50Q: 3 clusters Score -6043091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6043102.000000 Penalty: 5385.624512
	Iteration 51Q: 3 clusters Score -6043102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6043102.000000 Penalty: 5385.624512
	Iteration 52Q: 3 clusters Score -6043102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -6043104.000000 Penalty: 5385.624512
	Iteration 53Q: 3 clusters Score -6043104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6043114.000000 Penalty: 5385.624512
	Iteration 54Q: 3 clusters Score -6043114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -6043115.500000 Penalty: 5385.624512
	Iteration 55Q: 3 clusters Score -6043116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6043117.500000 Penalty: 5385.624512
	Iteration 56Q: 3 clusters Score -6043118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6043117.000000 Penalty: 5385.624512
	Iteration 57Q: 3 clusters Score -6043117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -6043118.000000 Penalty: 5385.624512
	Iteration 58Q: 3 clusters Score -6043118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6043126.500000 Penalty: 5385.624512
	Iteration 59Q: 3 clusters Score -6043126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -6043122.500000 Penalty: 5385.624512
	Iteration 60F: 3 clusters Score -6043122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6043123.500000 Penalty: 5385.624512
	Iteration 61Q: 3 clusters Score -6043124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -6043126.500000 Penalty: 5385.624512
	Iteration 62Q: 3 clusters Score -6043126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6043126.000000 Penalty: 5385.624512
	Iteration 63Q: 3 clusters Score -6043126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -6043127.500000 Penalty: 5385.624512
	Iteration 64Q: 3 clusters Score -6043128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6043118.500000 Penalty: 5385.624512
	Iteration 65Q: 3 clusters Score -6043118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -6043125.000000 Penalty: 5385.624512
	Iteration 66Q: 3 clusters Score -6043125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -6043129.500000 Penalty: 5385.624512
	Iteration 67Q: 3 clusters Score -6043130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -6043125.500000 Penalty: 5385.624512
	Iteration 68Q: 3 clusters Score -6043126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -6043124.500000 Penalty: 5385.624512
	Iteration 69Q: 3 clusters Score -6043124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6043127.500000 Penalty: 5385.624512
	Iteration 70Q: 3 clusters Score -6043128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6043127.500000 Penalty: 5385.624512
	Iteration 71F: 3 clusters Score -6043128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 50220 members 
Entering Unmasked Estep 
Score: -134487520.000000 Penalty: 245151.562500
Splitting cluster 7 changes total score from -134488512.000000 to -134487520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (41164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Entering Unmasked Estep 
Score: -5169774.500000 Penalty: 2635.079346
	Iteration 0F: 2 clusters Score -5169774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5141814.500000 Penalty: 5270.158691
	Iteration 0F: 3 clusters Score -5141814 nChanged 18768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5152113.000000 Penalty: 5270.158691
	Iteration 1F: 3 clusters Score -5152113 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5152590.000000 Penalty: 5270.158691
	Iteration 2Q: 3 clusters Score -5152590 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5153123.500000 Penalty: 5270.158691
	Iteration 3Q: 3 clusters Score -5153124 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5153608.500000 Penalty: 5270.158691
	Iteration 4Q: 3 clusters Score -5153608 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5154167.500000 Penalty: 5270.158691
	Iteration 5Q: 3 clusters Score -5154168 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5154811.500000 Penalty: 5270.158691
	Iteration 6Q: 3 clusters Score -5154812 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -5155544.500000 Penalty: 5270.158691
	Iteration 7Q: 3 clusters Score -5155544 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5156423.000000 Penalty: 5270.158691
	Iteration 8Q: 3 clusters Score -5156423 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5157461.500000 Penalty: 5270.158691
	Iteration 9Q: 3 clusters Score -5157462 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5158655.000000 Penalty: 5270.158691
	Iteration 10Q: 3 clusters Score -5158655 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5159933.500000 Penalty: 5270.158691
	Iteration 11Q: 3 clusters Score -5159934 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5161123.000000 Penalty: 5270.158691
	Iteration 12Q: 3 clusters Score -5161123 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5162090.500000 Penalty: 5270.158691
	Iteration 13Q: 3 clusters Score -5162090 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -5162832.500000 Penalty: 5270.158691
	Iteration 14Q: 3 clusters Score -5162832 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5163350.500000 Penalty: 5270.158691
	Iteration 15Q: 3 clusters Score -5163350 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5163768.000000 Penalty: 5270.158691
	Iteration 16Q: 3 clusters Score -5163768 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5164124.500000 Penalty: 5270.158691
	Iteration 17Q: 3 clusters Score -5164124 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5164498.000000 Penalty: 5270.158691
	Iteration 18Q: 3 clusters Score -5164498 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5164896.000000 Penalty: 5270.158691
	Iteration 19Q: 3 clusters Score -5164896 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5165236.000000 Penalty: 5270.158691
	Iteration 20F: 3 clusters Score -5165236 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5165586.000000 Penalty: 5270.158691
	Iteration 21Q: 3 clusters Score -5165586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5165950.000000 Penalty: 5270.158691
	Iteration 22Q: 3 clusters Score -5165950 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5166264.500000 Penalty: 5270.158691
	Iteration 23Q: 3 clusters Score -5166264 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5166533.000000 Penalty: 5270.158691
	Iteration 24Q: 3 clusters Score -5166533 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5166763.500000 Penalty: 5270.158691
	Iteration 25Q: 3 clusters Score -5166764 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5166945.000000 Penalty: 5270.158691
	Iteration 26Q: 3 clusters Score -5166945 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5167071.500000 Penalty: 5270.158691
	Iteration 27Q: 3 clusters Score -5167072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5167190.000000 Penalty: 5270.158691
	Iteration 28Q: 3 clusters Score -5167190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5167276.500000 Penalty: 5270.158691
	Iteration 29Q: 3 clusters Score -5167276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5167339.500000 Penalty: 5270.158691
	Iteration 30Q: 3 clusters Score -5167340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5167392.500000 Penalty: 5270.158691
	Iteration 31Q: 3 clusters Score -5167392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5167428.000000 Penalty: 5270.158691
	Iteration 32Q: 3 clusters Score -5167428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5167446.000000 Penalty: 5270.158691
	Iteration 33Q: 3 clusters Score -5167446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5167468.500000 Penalty: 5270.158691
	Iteration 34Q: 3 clusters Score -5167468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5167502.500000 Penalty: 5270.158691
	Iteration 35Q: 3 clusters Score -5167502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5167511.000000 Penalty: 5270.158691
	Iteration 36Q: 3 clusters Score -5167511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5167521.500000 Penalty: 5270.158691
	Iteration 37Q: 3 clusters Score -5167522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5167522.000000 Penalty: 5270.158691
	Iteration 38Q: 3 clusters Score -5167522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5167539.000000 Penalty: 5270.158691
	Iteration 39Q: 3 clusters Score -5167539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5167541.500000 Penalty: 5270.158691
	Iteration 40F: 3 clusters Score -5167542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5167543.500000 Penalty: 5270.158691
	Iteration 41Q: 3 clusters Score -5167544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5167546.000000 Penalty: 5270.158691
	Iteration 42Q: 3 clusters Score -5167546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5167543.000000 Penalty: 5270.158691
	Iteration 43Q: 3 clusters Score -5167543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5167545.500000 Penalty: 5270.158691
	Iteration 44Q: 3 clusters Score -5167546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5167546.500000 Penalty: 5270.158691
	Iteration 45Q: 3 clusters Score -5167546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5167553.000000 Penalty: 5270.158691
	Iteration 46Q: 3 clusters Score -5167553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5167557.000000 Penalty: 5270.158691
	Iteration 47Q: 3 clusters Score -5167557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5167562.500000 Penalty: 5270.158691
	Iteration 48Q: 3 clusters Score -5167562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5167562.500000 Penalty: 5270.158691
	Iteration 49Q: 3 clusters Score -5167562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5167563.500000 Penalty: 5270.158691
	Iteration 50Q: 3 clusters Score -5167564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5167563.500000 Penalty: 5270.158691
	Iteration 51F: 3 clusters Score -5167564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -214248.421875 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -214248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -211768.562500 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -211768.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212335.671875 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -212335.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212617.812500 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -212617.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212859.796875 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -212859.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213087.421875 Penalty: 3724.630127
	Iteration 4F: 3 clusters Score -213087.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213242.796875 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -213242.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213343.468750 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -213343.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213443.578125 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -213443.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -213511.359375 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -213511.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213544.421875 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -213544.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213559.750000 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -213559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213573.875000 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -213573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -213582.125000 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -213582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -213586.890625 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -213586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213592.015625 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -213592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -213593.921875 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -213593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -213594.593750 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -213594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -213597.578125 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -213597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213599.218750 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -213599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213599.656250 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -213599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213599.656250 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -213599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Entering Unmasked Estep 
Score: -894531.187500 Penalty: 2203.829346
	Iteration 0F: 2 clusters Score -894531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -888568.187500 Penalty: 4407.658691
	Iteration 0F: 3 clusters Score -888568.2 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -890235.250000 Penalty: 4407.658691
	Iteration 1F: 3 clusters Score -890235.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -890550.187500 Penalty: 4407.658691
	Iteration 2F: 3 clusters Score -890550.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -890810.500000 Penalty: 4407.658691
	Iteration 3F: 3 clusters Score -890810.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -891102.562500 Penalty: 4407.658691
	Iteration 4F: 3 clusters Score -891102.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -891459.500000 Penalty: 4407.658691
	Iteration 5F: 3 clusters Score -891459.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -891872.250000 Penalty: 4407.658691
	Iteration 6F: 3 clusters Score -891872.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -892228.500000 Penalty: 4407.658691
	Iteration 7F: 3 clusters Score -892228.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -892492.562500 Penalty: 4407.658691
	Iteration 8Q: 3 clusters Score -892492.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -892651.687500 Penalty: 4407.658691
	Iteration 9Q: 3 clusters Score -892651.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -892748.187500 Penalty: 4407.658691
	Iteration 10Q: 3 clusters Score -892748.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -892808.812500 Penalty: 4407.658691
	Iteration 11Q: 3 clusters Score -892808.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -892839.500000 Penalty: 4407.658691
	Iteration 12Q: 3 clusters Score -892839.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -892856.250000 Penalty: 4407.658691
	Iteration 13Q: 3 clusters Score -892856.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -892869.312500 Penalty: 4407.658691
	Iteration 14Q: 3 clusters Score -892869.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -892879.500000 Penalty: 4407.658691
	Iteration 15Q: 3 clusters Score -892879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -892888.812500 Penalty: 4407.658691
	Iteration 16Q: 3 clusters Score -892888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -892895.250000 Penalty: 4407.658691
	Iteration 17Q: 3 clusters Score -892895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -892900.187500 Penalty: 4407.658691
	Iteration 18Q: 3 clusters Score -892900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -892902.875000 Penalty: 4407.658691
	Iteration 19Q: 3 clusters Score -892902.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -892906.187500 Penalty: 4407.658691
	Iteration 20F: 3 clusters Score -892906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -892906.687500 Penalty: 4407.658691
	Iteration 21Q: 3 clusters Score -892906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -892907.312500 Penalty: 4407.658691
	Iteration 22Q: 3 clusters Score -892907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -892907.187500 Penalty: 4407.658691
	Iteration 23Q: 3 clusters Score -892907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -892909.687500 Penalty: 4407.658691
	Iteration 24Q: 3 clusters Score -892909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -892910.125000 Penalty: 4407.658691
	Iteration 25Q: 3 clusters Score -892910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -892911.000000 Penalty: 4407.658691
	Iteration 26Q: 3 clusters Score -892911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -892909.937500 Penalty: 4407.658691
	Iteration 27Q: 3 clusters Score -892909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -892908.437500 Penalty: 4407.658691
	Iteration 28Q: 3 clusters Score -892908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -892910.250000 Penalty: 4407.658691
	Iteration 29Q: 3 clusters Score -892910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -892912.750000 Penalty: 4407.658691
	Iteration 30Q: 3 clusters Score -892912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -892913.687500 Penalty: 4407.658691
	Iteration 31Q: 3 clusters Score -892913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -892912.500000 Penalty: 4407.658691
	Iteration 32Q: 3 clusters Score -892912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -892913.812500 Penalty: 4407.658691
	Iteration 33Q: 3 clusters Score -892913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -892914.062500 Penalty: 4407.658691
	Iteration 34Q: 3 clusters Score -892914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -892914.750000 Penalty: 4407.658691
	Iteration 35Q: 3 clusters Score -892914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -892914.500000 Penalty: 4407.658691
	Iteration 36Q: 3 clusters Score -892914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -892914.625000 Penalty: 4407.658691
	Iteration 37Q: 3 clusters Score -892914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -892914.125000 Penalty: 4407.658691
	Iteration 38Q: 3 clusters Score -892914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -892914.125000 Penalty: 4407.658691
	Iteration 39F: 3 clusters Score -892914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -755200.187500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -755200.2 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: -749502.250000 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -749502.2 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -751280.562500 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -751280.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -751703.000000 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -751703 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -752086.500000 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -752086.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -752423.625000 Penalty: 4392.974121
	Iteration 4F: 3 clusters Score -752423.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -752714.062500 Penalty: 4392.974121
	Iteration 5F: 3 clusters Score -752714.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -752949.812500 Penalty: 4392.974121
	Iteration 6Q: 3 clusters Score -752949.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -753145.562500 Penalty: 4392.974121
	Iteration 7Q: 3 clusters Score -753145.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -753321.062500 Penalty: 4392.974121
	Iteration 8Q: 3 clusters Score -753321.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -753483.437500 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -753483.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -753652.687500 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -753652.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -753799.687500 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -753799.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -753905.062500 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -753905.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -753983.437500 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -753983.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -754051.062500 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -754051.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -754103.125000 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -754103.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -754154.312500 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -754154.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -754186.187500 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -754186.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -754218.875000 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -754218.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -754249.250000 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -754249.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -754271.812500 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -754271.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -754287.875000 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -754287.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -754295.625000 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -754295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -754302.062500 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -754302.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -754308.562500 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -754308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -754313.625000 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -754313.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -754320.750000 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -754320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -754326.750000 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -754326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -754329.125000 Penalty: 4392.974121
	Iteration 28Q: 3 clusters Score -754329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -754332.312500 Penalty: 4392.974121
	Iteration 29Q: 3 clusters Score -754332.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -754333.562500 Penalty: 4392.974121
	Iteration 30Q: 3 clusters Score -754333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -754336.062500 Penalty: 4392.974121
	Iteration 31Q: 3 clusters Score -754336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -754338.687500 Penalty: 4392.974121
	Iteration 32Q: 3 clusters Score -754338.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -754342.562500 Penalty: 4392.974121
	Iteration 33Q: 3 clusters Score -754342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -754342.812500 Penalty: 4392.974121
	Iteration 34Q: 3 clusters Score -754342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -754342.625000 Penalty: 4392.974121
	Iteration 35Q: 3 clusters Score -754342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -754343.625000 Penalty: 4392.974121
	Iteration 36Q: 3 clusters Score -754343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -754344.875000 Penalty: 4392.974121
	Iteration 37Q: 3 clusters Score -754344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -754345.625000 Penalty: 4392.974121
	Iteration 38Q: 3 clusters Score -754345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -754347.875000 Penalty: 4392.974121
	Iteration 39Q: 3 clusters Score -754347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -754349.000000 Penalty: 4392.974121
	Iteration 40F: 3 clusters Score -754349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -754350.062500 Penalty: 4392.974121
	Iteration 41Q: 3 clusters Score -754350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -754351.250000 Penalty: 4392.974121
	Iteration 42Q: 3 clusters Score -754351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -754352.937500 Penalty: 4392.974121
	Iteration 43Q: 3 clusters Score -754352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -754353.562500 Penalty: 4392.974121
	Iteration 44Q: 3 clusters Score -754353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -754354.750000 Penalty: 4392.974121
	Iteration 45Q: 3 clusters Score -754354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -754356.312500 Penalty: 4392.974121
	Iteration 46Q: 3 clusters Score -754356.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -754355.500000 Penalty: 4392.974121
	Iteration 47Q: 3 clusters Score -754355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -754359.500000 Penalty: 4392.974121
	Iteration 48Q: 3 clusters Score -754359.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -754365.875000 Penalty: 4392.974121
	Iteration 49Q: 3 clusters Score -754365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -754370.687500 Penalty: 4392.974121
	Iteration 50Q: 3 clusters Score -754370.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -754377.937500 Penalty: 4392.974121
	Iteration 51Q: 3 clusters Score -754377.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -754381.250000 Penalty: 4392.974121
	Iteration 52Q: 3 clusters Score -754381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -754383.187500 Penalty: 4392.974121
	Iteration 53Q: 3 clusters Score -754383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -754386.812500 Penalty: 4392.974121
	Iteration 54Q: 3 clusters Score -754386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -754387.187500 Penalty: 4392.974121
	Iteration 55Q: 3 clusters Score -754387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -754386.812500 Penalty: 4392.974121
	Iteration 56Q: 3 clusters Score -754386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -754392.125000 Penalty: 4392.974121
	Iteration 57Q: 3 clusters Score -754392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -754392.625000 Penalty: 4392.974121
	Iteration 58Q: 3 clusters Score -754392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -754392.937500 Penalty: 4392.974121
	Iteration 59Q: 3 clusters Score -754392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -754394.250000 Penalty: 4392.974121
	Iteration 60F: 3 clusters Score -754394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -754393.562500 Penalty: 4392.974121
	Iteration 61Q: 3 clusters Score -754393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -754396.375000 Penalty: 4392.974121
	Iteration 62Q: 3 clusters Score -754396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -754399.750000 Penalty: 4392.974121
	Iteration 63Q: 3 clusters Score -754399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -754403.062500 Penalty: 4392.974121
	Iteration 64Q: 3 clusters Score -754403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -754404.062500 Penalty: 4392.974121
	Iteration 65Q: 3 clusters Score -754404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -754404.000000 Penalty: 4392.974121
	Iteration 66Q: 3 clusters Score -754404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -754404.500000 Penalty: 4392.974121
	Iteration 67Q: 3 clusters Score -754404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -754406.750000 Penalty: 4392.974121
	Iteration 68Q: 3 clusters Score -754406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -754406.187500 Penalty: 4392.974121
	Iteration 69Q: 3 clusters Score -754406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -754406.562500 Penalty: 4392.974121
	Iteration 70Q: 3 clusters Score -754406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -754407.500000 Penalty: 4392.974121
	Iteration 71Q: 3 clusters Score -754407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -754407.125000 Penalty: 4392.974121
	Iteration 72Q: 3 clusters Score -754407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -754408.250000 Penalty: 4392.974121
	Iteration 73Q: 3 clusters Score -754408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -754407.000000 Penalty: 4392.974121
	Iteration 74Q: 3 clusters Score -754407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -754407.000000 Penalty: 4392.974121
	Iteration 75F: 3 clusters Score -754407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -411174.656250 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -411174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -407668.750000 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -407668.8 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -408399.187500 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -408399.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -408561.218750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -408561.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -408647.187500 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -408647.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -408698.656250 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -408698.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -408731.343750 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -408731.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -408753.125000 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -408753.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -408772.187500 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -408772.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -408784.968750 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -408785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -408801.250000 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -408801.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -408816.750000 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -408816.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -408837.156250 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -408837.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -408858.187500 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -408858.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -408879.156250 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -408879.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -408898.093750 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -408898.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -408919.656250 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -408919.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -408933.718750 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -408933.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -408951.468750 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -408951.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -408971.468750 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -408971.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -408988.593750 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -408988.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -409012.781250 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -409012.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -409039.687500 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -409039.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -409069.843750 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -409069.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -409105.812500 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -409105.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -409157.875000 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -409157.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -409204.093750 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -409204.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -409267.437500 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -409267.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -409343.062500 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -409343.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -409418.531250 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -409418.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -409469.843750 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -409469.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -409501.031250 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -409501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -409520.250000 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -409520.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -409546.062500 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -409546.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -409572.468750 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -409572.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -409594.625000 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -409594.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -409607.781250 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -409607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -409618.687500 Penalty: 4025.298096
	Iteration 36Q: 3 clusters Score -409618.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -409631.562500 Penalty: 4025.298096
	Iteration 37Q: 3 clusters Score -409631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -409640.875000 Penalty: 4025.298096
	Iteration 38Q: 3 clusters Score -409640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -409646.156250 Penalty: 4025.298096
	Iteration 39Q: 3 clusters Score -409646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -409648.875000 Penalty: 4025.298096
	Iteration 40F: 3 clusters Score -409648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -409650.781250 Penalty: 4025.298096
	Iteration 41Q: 3 clusters Score -409650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -409652.531250 Penalty: 4025.298096
	Iteration 42Q: 3 clusters Score -409652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -409653.593750 Penalty: 4025.298096
	Iteration 43Q: 3 clusters Score -409653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -409655.718750 Penalty: 4025.298096
	Iteration 44Q: 3 clusters Score -409655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -409659.687500 Penalty: 4025.298096
	Iteration 45Q: 3 clusters Score -409659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -409662.875000 Penalty: 4025.298096
	Iteration 46Q: 3 clusters Score -409662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -409666.343750 Penalty: 4025.298096
	Iteration 47Q: 3 clusters Score -409666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -409667.875000 Penalty: 4025.298096
	Iteration 48Q: 3 clusters Score -409667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -409669.062500 Penalty: 4025.298096
	Iteration 49Q: 3 clusters Score -409669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -409670.843750 Penalty: 4025.298096
	Iteration 50Q: 3 clusters Score -409670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -409670.843750 Penalty: 4025.298096
	Iteration 51F: 3 clusters Score -409670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -1102991.250000 Penalty: 2257.289795
	Iteration 0F: 2 clusters Score -1102991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1096009.625000 Penalty: 4514.579590
	Iteration 0F: 3 clusters Score -1096010 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1097967.125000 Penalty: 4514.579590
	Iteration 1F: 3 clusters Score -1097967 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1098290.125000 Penalty: 4514.579590
	Iteration 2F: 3 clusters Score -1098290 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1098520.250000 Penalty: 4514.579590
	Iteration 3F: 3 clusters Score -1098520 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1098690.375000 Penalty: 4514.579590
	Iteration 4Q: 3 clusters Score -1098690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1098844.375000 Penalty: 4514.579590
	Iteration 5Q: 3 clusters Score -1098844 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1099007.625000 Penalty: 4514.579590
	Iteration 6Q: 3 clusters Score -1099008 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1099196.125000 Penalty: 4514.579590
	Iteration 7Q: 3 clusters Score -1099196 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1099411.875000 Penalty: 4514.579590
	Iteration 8Q: 3 clusters Score -1099412 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1099657.000000 Penalty: 4514.579590
	Iteration 9Q: 3 clusters Score -1099657 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1099887.625000 Penalty: 4514.579590
	Iteration 10Q: 3 clusters Score -1099888 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1100121.625000 Penalty: 4514.579590
	Iteration 11Q: 3 clusters Score -1100122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1100322.500000 Penalty: 4514.579590
	Iteration 12Q: 3 clusters Score -1100322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1100465.750000 Penalty: 4514.579590
	Iteration 13Q: 3 clusters Score -1100466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1100599.000000 Penalty: 4514.579590
	Iteration 14Q: 3 clusters Score -1100599 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1100730.250000 Penalty: 4514.579590
	Iteration 15Q: 3 clusters Score -1100730 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1100849.500000 Penalty: 4514.579590
	Iteration 16Q: 3 clusters Score -1100850 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1100982.750000 Penalty: 4514.579590
	Iteration 17Q: 3 clusters Score -1100983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1101098.875000 Penalty: 4514.579590
	Iteration 18Q: 3 clusters Score -1101099 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1101262.500000 Penalty: 4514.579590
	Iteration 19Q: 3 clusters Score -1101262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1101447.000000 Penalty: 4514.579590
	Iteration 20F: 3 clusters Score -1101447 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1101603.250000 Penalty: 4514.579590
	Iteration 21Q: 3 clusters Score -1101603 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1101697.625000 Penalty: 4514.579590
	Iteration 22Q: 3 clusters Score -1101698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1101751.750000 Penalty: 4514.579590
	Iteration 23Q: 3 clusters Score -1101752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1101791.500000 Penalty: 4514.579590
	Iteration 24Q: 3 clusters Score -1101792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1101816.500000 Penalty: 4514.579590
	Iteration 25Q: 3 clusters Score -1101816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1101828.250000 Penalty: 4514.579590
	Iteration 26Q: 3 clusters Score -1101828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1101832.250000 Penalty: 4514.579590
	Iteration 27Q: 3 clusters Score -1101832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1101839.625000 Penalty: 4514.579590
	Iteration 28Q: 3 clusters Score -1101840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1101844.625000 Penalty: 4514.579590
	Iteration 29Q: 3 clusters Score -1101845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1101848.625000 Penalty: 4514.579590
	Iteration 30Q: 3 clusters Score -1101849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1101845.875000 Penalty: 4514.579590
	Iteration 31Q: 3 clusters Score -1101846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1101846.250000 Penalty: 4514.579590
	Iteration 32Q: 3 clusters Score -1101846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1101847.375000 Penalty: 4514.579590
	Iteration 33Q: 3 clusters Score -1101847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1101849.875000 Penalty: 4514.579590
	Iteration 34Q: 3 clusters Score -1101850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1101851.125000 Penalty: 4514.579590
	Iteration 35Q: 3 clusters Score -1101851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1101851.125000 Penalty: 4514.579590
	Iteration 36Q: 3 clusters Score -1101851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1101852.750000 Penalty: 4514.579590
	Iteration 37Q: 3 clusters Score -1101853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1101853.250000 Penalty: 4514.579590
	Iteration 38Q: 3 clusters Score -1101853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1101854.125000 Penalty: 4514.579590
	Iteration 39Q: 3 clusters Score -1101854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1101855.750000 Penalty: 4514.579590
	Iteration 40F: 3 clusters Score -1101856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1101856.250000 Penalty: 4514.579590
	Iteration 41Q: 3 clusters Score -1101856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1101856.125000 Penalty: 4514.579590
	Iteration 42Q: 3 clusters Score -1101856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1101856.625000 Penalty: 4514.579590
	Iteration 43Q: 3 clusters Score -1101857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1101854.250000 Penalty: 4514.579590
	Iteration 44Q: 3 clusters Score -1101854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1101854.125000 Penalty: 4514.579590
	Iteration 45Q: 3 clusters Score -1101854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1101857.750000 Penalty: 4514.579590
	Iteration 46Q: 3 clusters Score -1101858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1101857.500000 Penalty: 4514.579590
	Iteration 47Q: 3 clusters Score -1101858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1101857.500000 Penalty: 4514.579590
	Iteration 48F: 3 clusters Score -1101858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -548956.937500 Penalty: 2089.201660
	Iteration 0F: 2 clusters Score -548956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -544738.125000 Penalty: 4178.403320
	Iteration 0F: 3 clusters Score -544738.1 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -545770.000000 Penalty: 4178.403320
	Iteration 1F: 3 clusters Score -545770 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -546069.187500 Penalty: 4178.403320
	Iteration 2F: 3 clusters Score -546069.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -546274.000000 Penalty: 4178.403320
	Iteration 3F: 3 clusters Score -546274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -546457.562500 Penalty: 4178.403320
	Iteration 4F: 3 clusters Score -546457.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -546611.750000 Penalty: 4178.403320
	Iteration 5Q: 3 clusters Score -546611.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -546779.437500 Penalty: 4178.403320
	Iteration 6Q: 3 clusters Score -546779.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -546931.687500 Penalty: 4178.403320
	Iteration 7Q: 3 clusters Score -546931.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -547078.250000 Penalty: 4178.403320
	Iteration 8Q: 3 clusters Score -547078.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -547186.375000 Penalty: 4178.403320
	Iteration 9Q: 3 clusters Score -547186.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -547292.625000 Penalty: 4178.403320
	Iteration 10Q: 3 clusters Score -547292.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -547352.625000 Penalty: 4178.403320
	Iteration 11Q: 3 clusters Score -547352.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -547397.500000 Penalty: 4178.403320
	Iteration 12Q: 3 clusters Score -547397.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -547440.000000 Penalty: 4178.403320
	Iteration 13Q: 3 clusters Score -547440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -547482.062500 Penalty: 4178.403320
	Iteration 14Q: 3 clusters Score -547482.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -547518.687500 Penalty: 4178.403320
	Iteration 15Q: 3 clusters Score -547518.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -547553.562500 Penalty: 4178.403320
	Iteration 16Q: 3 clusters Score -547553.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -547579.250000 Penalty: 4178.403320
	Iteration 17Q: 3 clusters Score -547579.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -547599.375000 Penalty: 4178.403320
	Iteration 18Q: 3 clusters Score -547599.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -547619.625000 Penalty: 4178.403320
	Iteration 19Q: 3 clusters Score -547619.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -547637.125000 Penalty: 4178.403320
	Iteration 20F: 3 clusters Score -547637.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -547648.375000 Penalty: 4178.403320
	Iteration 21Q: 3 clusters Score -547648.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -547661.125000 Penalty: 4178.403320
	Iteration 22Q: 3 clusters Score -547661.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -547671.312500 Penalty: 4178.403320
	Iteration 23Q: 3 clusters Score -547671.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -547678.812500 Penalty: 4178.403320
	Iteration 24Q: 3 clusters Score -547678.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -547685.187500 Penalty: 4178.403320
	Iteration 25Q: 3 clusters Score -547685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -547691.375000 Penalty: 4178.403320
	Iteration 26Q: 3 clusters Score -547691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -547695.437500 Penalty: 4178.403320
	Iteration 27Q: 3 clusters Score -547695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -547695.625000 Penalty: 4178.403320
	Iteration 28Q: 3 clusters Score -547695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -547697.687500 Penalty: 4178.403320
	Iteration 29Q: 3 clusters Score -547697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -547697.812500 Penalty: 4178.403320
	Iteration 30Q: 3 clusters Score -547697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -547697.812500 Penalty: 4178.403320
	Iteration 31F: 3 clusters Score -547697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1457940.875000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1457941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1449170.125000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1449170 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1452064.125000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1452064 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1452700.625000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1452701 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1453293.875000 Penalty: 4649.498535
	Iteration 3F: 3 clusters Score -1453294 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1453802.250000 Penalty: 4649.498535
	Iteration 4F: 3 clusters Score -1453802 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1454213.875000 Penalty: 4649.498535
	Iteration 5F: 3 clusters Score -1454214 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1454522.500000 Penalty: 4649.498535
	Iteration 6Q: 3 clusters Score -1454522 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1454750.750000 Penalty: 4649.498535
	Iteration 7Q: 3 clusters Score -1454751 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1454928.250000 Penalty: 4649.498535
	Iteration 8Q: 3 clusters Score -1454928 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1455061.875000 Penalty: 4649.498535
	Iteration 9Q: 3 clusters Score -1455062 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1455187.250000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1455187 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1455298.250000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1455298 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1455398.875000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1455399 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1455518.500000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1455518 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1455638.125000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1455638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1455742.750000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1455743 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1455829.625000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1455830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1455911.500000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1455912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1455970.750000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1455971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1456021.625000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1456022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1456075.375000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1456075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1456122.250000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1456122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1456163.500000 Penalty: 4649.498535
	Iteration 22Q: 3 clusters Score -1456164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1456201.250000 Penalty: 4649.498535
	Iteration 23Q: 3 clusters Score -1456201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1456238.250000 Penalty: 4649.498535
	Iteration 24Q: 3 clusters Score -1456238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1456277.375000 Penalty: 4649.498535
	Iteration 25Q: 3 clusters Score -1456277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1456317.750000 Penalty: 4649.498535
	Iteration 26Q: 3 clusters Score -1456318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1456345.750000 Penalty: 4649.498535
	Iteration 27Q: 3 clusters Score -1456346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1456366.750000 Penalty: 4649.498535
	Iteration 28Q: 3 clusters Score -1456367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1456389.125000 Penalty: 4649.498535
	Iteration 29Q: 3 clusters Score -1456389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1456416.500000 Penalty: 4649.498535
	Iteration 30Q: 3 clusters Score -1456416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1456427.125000 Penalty: 4649.498535
	Iteration 31Q: 3 clusters Score -1456427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1456444.375000 Penalty: 4649.498535
	Iteration 32Q: 3 clusters Score -1456444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1456451.125000 Penalty: 4649.498535
	Iteration 33Q: 3 clusters Score -1456451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1456459.125000 Penalty: 4649.498535
	Iteration 34Q: 3 clusters Score -1456459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1456465.750000 Penalty: 4649.498535
	Iteration 35Q: 3 clusters Score -1456466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1456475.750000 Penalty: 4649.498535
	Iteration 36Q: 3 clusters Score -1456476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1456481.125000 Penalty: 4649.498535
	Iteration 37Q: 3 clusters Score -1456481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1456492.500000 Penalty: 4649.498535
	Iteration 38Q: 3 clusters Score -1456492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1456496.875000 Penalty: 4649.498535
	Iteration 39Q: 3 clusters Score -1456497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1456505.125000 Penalty: 4649.498535
	Iteration 40F: 3 clusters Score -1456505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1456503.375000 Penalty: 4649.498535
	Iteration 41Q: 3 clusters Score -1456503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1456503.500000 Penalty: 4649.498535
	Iteration 42Q: 3 clusters Score -1456504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1456504.875000 Penalty: 4649.498535
	Iteration 43Q: 3 clusters Score -1456505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1456504.250000 Penalty: 4649.498535
	Iteration 44Q: 3 clusters Score -1456504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1456505.625000 Penalty: 4649.498535
	Iteration 45Q: 3 clusters Score -1456506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1456505.500000 Penalty: 4649.498535
	Iteration 46Q: 3 clusters Score -1456506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1456505.500000 Penalty: 4649.498535
	Iteration 47F: 3 clusters Score -1456506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (242396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242396 members 
Entering Unmasked Estep 
Score: -30454690.000000 Penalty: 3074.785400
	Iteration 0F: 2 clusters Score -3.045469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -30312938.000000 Penalty: 6149.570801
	Iteration 0F: 3 clusters Score -3.031294e+07 nChanged 116980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -30382034.000000 Penalty: 6149.570801
	Iteration 1F: 3 clusters Score -3.038203e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -30383886.000000 Penalty: 6149.570801
	Iteration 2Q: 3 clusters Score -3.038389e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 119037 members 
Entering Unmasked Estep 
Score: -30386552.000000 Penalty: 6149.570801
	Iteration 3Q: 3 clusters Score -3.038655e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -30390928.000000 Penalty: 6149.570801
	Iteration 4Q: 3 clusters Score -3.039093e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -30396896.000000 Penalty: 6149.570801
	Iteration 5Q: 3 clusters Score -3.03969e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130041 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -30405118.000000 Penalty: 6149.570801
	Iteration 6F: 3 clusters Score -3.040512e+07 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133077 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -30414786.000000 Penalty: 6149.570801
	Iteration 7F: 3 clusters Score -3.041479e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135521 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -30424744.000000 Penalty: 6149.570801
	Iteration 8F: 3 clusters Score -3.042474e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136981 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -30432366.000000 Penalty: 6149.570801
	Iteration 9F: 3 clusters Score -3.043237e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -30436990.000000 Penalty: 6149.570801
	Iteration 10Q: 3 clusters Score -3.043699e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138904 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -30439414.000000 Penalty: 6149.570801
	Iteration 11Q: 3 clusters Score -3.043941e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -30440480.000000 Penalty: 6149.570801
	Iteration 12Q: 3 clusters Score -3.044048e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -30441090.000000 Penalty: 6149.570801
	Iteration 13Q: 3 clusters Score -3.044109e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -30441696.000000 Penalty: 6149.570801
	Iteration 14Q: 3 clusters Score -3.04417e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -30442194.000000 Penalty: 6149.570801
	Iteration 15Q: 3 clusters Score -3.044219e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -30442760.000000 Penalty: 6149.570801
	Iteration 16Q: 3 clusters Score -3.044276e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -30443218.000000 Penalty: 6149.570801
	Iteration 17Q: 3 clusters Score -3.044322e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -30443836.000000 Penalty: 6149.570801
	Iteration 18Q: 3 clusters Score -3.044384e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -30444302.000000 Penalty: 6149.570801
	Iteration 19Q: 3 clusters Score -3.04443e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -30444766.000000 Penalty: 6149.570801
	Iteration 20F: 3 clusters Score -3.044477e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -30445226.000000 Penalty: 6149.570801
	Iteration 21Q: 3 clusters Score -3.044523e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -30445568.000000 Penalty: 6149.570801
	Iteration 22Q: 3 clusters Score -3.044557e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -30445834.000000 Penalty: 6149.570801
	Iteration 23Q: 3 clusters Score -3.044583e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -30446200.000000 Penalty: 6149.570801
	Iteration 24Q: 3 clusters Score -3.04462e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -30446404.000000 Penalty: 6149.570801
	Iteration 25Q: 3 clusters Score -3.04464e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -30446662.000000 Penalty: 6149.570801
	Iteration 26Q: 3 clusters Score -3.044666e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -30446714.000000 Penalty: 6149.570801
	Iteration 27Q: 3 clusters Score -3.044671e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -30446732.000000 Penalty: 6149.570801
	Iteration 28Q: 3 clusters Score -3.044673e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -30446772.000000 Penalty: 6149.570801
	Iteration 29Q: 3 clusters Score -3.044677e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -30446940.000000 Penalty: 6149.570801
	Iteration 30Q: 3 clusters Score -3.044694e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -30447066.000000 Penalty: 6149.570801
	Iteration 31Q: 3 clusters Score -3.044707e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -30447130.000000 Penalty: 6149.570801
	Iteration 32Q: 3 clusters Score -3.044713e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -30446992.000000 Penalty: 6149.570801
	Iteration 33Q: 3 clusters Score -3.044699e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180070 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -30447050.000000 Penalty: 6149.570801
	Iteration 34Q: 3 clusters Score -3.044705e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181778 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -30447094.000000 Penalty: 6149.570801
	Iteration 35Q: 3 clusters Score -3.044709e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -30446948.000000 Penalty: 6149.570801
	Iteration 36Q: 3 clusters Score -3.044695e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -30446888.000000 Penalty: 6149.570801
	Iteration 37Q: 3 clusters Score -3.044689e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186577 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -30446952.000000 Penalty: 6149.570801
	Iteration 38Q: 3 clusters Score -3.044695e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188069 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -30446992.000000 Penalty: 6149.570801
	Iteration 39Q: 3 clusters Score -3.044699e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189457 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -30446996.000000 Penalty: 6149.570801
	Iteration 40F: 3 clusters Score -3.0447e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -30446910.000000 Penalty: 6149.570801
	Iteration 41Q: 3 clusters Score -3.044691e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191980 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -30446902.000000 Penalty: 6149.570801
	Iteration 42Q: 3 clusters Score -3.04469e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193213 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -30447020.000000 Penalty: 6149.570801
	Iteration 43Q: 3 clusters Score -3.044702e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194391 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -30447058.000000 Penalty: 6149.570801
	Iteration 44Q: 3 clusters Score -3.044706e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195530 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -30447142.000000 Penalty: 6149.570801
	Iteration 45Q: 3 clusters Score -3.044714e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196667 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -30447216.000000 Penalty: 6149.570801
	Iteration 46Q: 3 clusters Score -3.044722e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197757 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -30447348.000000 Penalty: 6149.570801
	Iteration 47Q: 3 clusters Score -3.044735e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198731 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -30447342.000000 Penalty: 6149.570801
	Iteration 48Q: 3 clusters Score -3.044734e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199758 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -30447396.000000 Penalty: 6149.570801
	Iteration 49Q: 3 clusters Score -3.04474e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -30447504.000000 Penalty: 6149.570801
	Iteration 50Q: 3 clusters Score -3.04475e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -30447618.000000 Penalty: 6149.570801
	Iteration 51Q: 3 clusters Score -3.044762e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202689 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -30447684.000000 Penalty: 6149.570801
	Iteration 52Q: 3 clusters Score -3.044768e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203636 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -30447830.000000 Penalty: 6149.570801
	Iteration 53Q: 3 clusters Score -3.044783e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204580 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -30448076.000000 Penalty: 6149.570801
	Iteration 54Q: 3 clusters Score -3.044808e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205500 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -30448176.000000 Penalty: 6149.570801
	Iteration 55Q: 3 clusters Score -3.044818e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206373 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -30448342.000000 Penalty: 6149.570801
	Iteration 56Q: 3 clusters Score -3.044834e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207242 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -30448500.000000 Penalty: 6149.570801
	Iteration 57Q: 3 clusters Score -3.04485e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208085 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -30448632.000000 Penalty: 6149.570801
	Iteration 58Q: 3 clusters Score -3.044863e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208973 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -30448716.000000 Penalty: 6149.570801
	Iteration 59Q: 3 clusters Score -3.044872e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209804 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -30448788.000000 Penalty: 6149.570801
	Iteration 60F: 3 clusters Score -3.044879e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210657 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -30448972.000000 Penalty: 6149.570801
	Iteration 61Q: 3 clusters Score -3.044897e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211455 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -30449188.000000 Penalty: 6149.570801
	Iteration 62Q: 3 clusters Score -3.044919e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212211 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -30449346.000000 Penalty: 6149.570801
	Iteration 63Q: 3 clusters Score -3.044935e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212931 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -30449492.000000 Penalty: 6149.570801
	Iteration 64Q: 3 clusters Score -3.044949e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213644 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -30449702.000000 Penalty: 6149.570801
	Iteration 65Q: 3 clusters Score -3.04497e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214427 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -30449928.000000 Penalty: 6149.570801
	Iteration 66Q: 3 clusters Score -3.044993e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215179 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -30450188.000000 Penalty: 6149.570801
	Iteration 67Q: 3 clusters Score -3.045019e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215982 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -30450384.000000 Penalty: 6149.570801
	Iteration 68Q: 3 clusters Score -3.045038e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216803 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -30450556.000000 Penalty: 6149.570801
	Iteration 69Q: 3 clusters Score -3.045056e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217619 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -30450682.000000 Penalty: 6149.570801
	Iteration 70Q: 3 clusters Score -3.045068e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218377 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -30450736.000000 Penalty: 6149.570801
	Iteration 71Q: 3 clusters Score -3.045074e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219116 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -30450898.000000 Penalty: 6149.570801
	Iteration 72Q: 3 clusters Score -3.04509e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219869 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -30451010.000000 Penalty: 6149.570801
	Iteration 73Q: 3 clusters Score -3.045101e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220628 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -30451194.000000 Penalty: 6149.570801
	Iteration 74Q: 3 clusters Score -3.045119e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221349 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -30451304.000000 Penalty: 6149.570801
	Iteration 75Q: 3 clusters Score -3.04513e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222068 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -30451308.000000 Penalty: 6149.570801
	Iteration 76Q: 3 clusters Score -3.045131e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222764 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -30451324.000000 Penalty: 6149.570801
	Iteration 77Q: 3 clusters Score -3.045132e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223462 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -30451334.000000 Penalty: 6149.570801
	Iteration 78Q: 3 clusters Score -3.045133e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224112 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -30451436.000000 Penalty: 6149.570801
	Iteration 79Q: 3 clusters Score -3.045144e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224764 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -30451582.000000 Penalty: 6149.570801
	Iteration 80F: 3 clusters Score -3.045158e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225429 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -30451694.000000 Penalty: 6149.570801
	Iteration 81Q: 3 clusters Score -3.045169e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226100 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -30451674.000000 Penalty: 6149.570801
	Iteration 82Q: 3 clusters Score -3.045167e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226754 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -30451724.000000 Penalty: 6149.570801
	Iteration 83Q: 3 clusters Score -3.045172e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227367 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -30451750.000000 Penalty: 6149.570801
	Iteration 84Q: 3 clusters Score -3.045175e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227981 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -30451724.000000 Penalty: 6149.570801
	Iteration 85Q: 3 clusters Score -3.045172e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228565 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -30451730.000000 Penalty: 6149.570801
	Iteration 86Q: 3 clusters Score -3.045173e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229130 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -30451862.000000 Penalty: 6149.570801
	Iteration 87Q: 3 clusters Score -3.045186e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229640 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -30451958.000000 Penalty: 6149.570801
	Iteration 88Q: 3 clusters Score -3.045196e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230139 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -30451920.000000 Penalty: 6149.570801
	Iteration 89Q: 3 clusters Score -3.045192e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -30451896.000000 Penalty: 6149.570801
	Iteration 90Q: 3 clusters Score -3.04519e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231001 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -30451856.000000 Penalty: 6149.570801
	Iteration 91Q: 3 clusters Score -3.045186e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231399 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -30451886.000000 Penalty: 6149.570801
	Iteration 92Q: 3 clusters Score -3.045189e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231796 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -30451938.000000 Penalty: 6149.570801
	Iteration 93Q: 3 clusters Score -3.045194e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232157 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -30452034.000000 Penalty: 6149.570801
	Iteration 94Q: 3 clusters Score -3.045203e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232507 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -30451992.000000 Penalty: 6149.570801
	Iteration 95Q: 3 clusters Score -3.045199e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232796 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -30452068.000000 Penalty: 6149.570801
	Iteration 96Q: 3 clusters Score -3.045207e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233057 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -30452170.000000 Penalty: 6149.570801
	Iteration 97Q: 3 clusters Score -3.045217e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233314 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -30452196.000000 Penalty: 6149.570801
	Iteration 98Q: 3 clusters Score -3.04522e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233551 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -30452154.000000 Penalty: 6149.570801
	Iteration 99Q: 3 clusters Score -3.045215e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -30452218.000000 Penalty: 6149.570801
	Iteration 100F: 3 clusters Score -3.045222e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233957 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -30452276.000000 Penalty: 6149.570801
	Iteration 101Q: 3 clusters Score -3.045228e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234157 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -30452296.000000 Penalty: 6149.570801
	Iteration 102Q: 3 clusters Score -3.04523e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234363 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -30452276.000000 Penalty: 6149.570801
	Iteration 103Q: 3 clusters Score -3.045228e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234550 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -30452286.000000 Penalty: 6149.570801
	Iteration 104Q: 3 clusters Score -3.045229e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234730 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -30452364.000000 Penalty: 6149.570801
	Iteration 105Q: 3 clusters Score -3.045236e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234887 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -30452428.000000 Penalty: 6149.570801
	Iteration 106Q: 3 clusters Score -3.045243e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235019 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -30452416.000000 Penalty: 6149.570801
	Iteration 107Q: 3 clusters Score -3.045242e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235162 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -30452448.000000 Penalty: 6149.570801
	Iteration 108Q: 3 clusters Score -3.045245e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235299 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -30452454.000000 Penalty: 6149.570801
	Iteration 109Q: 3 clusters Score -3.045245e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235451 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -30452520.000000 Penalty: 6149.570801
	Iteration 110Q: 3 clusters Score -3.045252e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235591 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -30452504.000000 Penalty: 6149.570801
	Iteration 111Q: 3 clusters Score -3.04525e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235735 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -30452540.000000 Penalty: 6149.570801
	Iteration 112Q: 3 clusters Score -3.045254e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235882 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -30452570.000000 Penalty: 6149.570801
	Iteration 113Q: 3 clusters Score -3.045257e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236002 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -30452568.000000 Penalty: 6149.570801
	Iteration 114Q: 3 clusters Score -3.045257e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236113 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -30452560.000000 Penalty: 6149.570801
	Iteration 115Q: 3 clusters Score -3.045256e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236224 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -30452588.000000 Penalty: 6149.570801
	Iteration 116Q: 3 clusters Score -3.045259e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236319 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -30452618.000000 Penalty: 6149.570801
	Iteration 117Q: 3 clusters Score -3.045262e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236407 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -30452638.000000 Penalty: 6149.570801
	Iteration 118Q: 3 clusters Score -3.045264e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236503 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -30452638.000000 Penalty: 6149.570801
	Iteration 119Q: 3 clusters Score -3.045264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236607 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -30452626.000000 Penalty: 6149.570801
	Iteration 120F: 3 clusters Score -3.045263e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236718 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -30452630.000000 Penalty: 6149.570801
	Iteration 121Q: 3 clusters Score -3.045263e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236826 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -30452618.000000 Penalty: 6149.570801
	Iteration 122Q: 3 clusters Score -3.045262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236940 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -30452654.000000 Penalty: 6149.570801
	Iteration 123Q: 3 clusters Score -3.045265e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237035 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -30452642.000000 Penalty: 6149.570801
	Iteration 124Q: 3 clusters Score -3.045264e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237119 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -30452630.000000 Penalty: 6149.570801
	Iteration 125Q: 3 clusters Score -3.045263e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237199 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -30452628.000000 Penalty: 6149.570801
	Iteration 126Q: 3 clusters Score -3.045263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237277 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -30452648.000000 Penalty: 6149.570801
	Iteration 127Q: 3 clusters Score -3.045265e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237358 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -30452642.000000 Penalty: 6149.570801
	Iteration 128Q: 3 clusters Score -3.045264e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237442 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -30452618.000000 Penalty: 6149.570801
	Iteration 129Q: 3 clusters Score -3.045262e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237518 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -30452670.000000 Penalty: 6149.570801
	Iteration 130Q: 3 clusters Score -3.045267e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237584 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -30452718.000000 Penalty: 6149.570801
	Iteration 131Q: 3 clusters Score -3.045272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237669 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -30452726.000000 Penalty: 6149.570801
	Iteration 132Q: 3 clusters Score -3.045273e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237751 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -30452676.000000 Penalty: 6149.570801
	Iteration 133Q: 3 clusters Score -3.045268e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -30452704.000000 Penalty: 6149.570801
	Iteration 134Q: 3 clusters Score -3.04527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237884 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -30452690.000000 Penalty: 6149.570801
	Iteration 135Q: 3 clusters Score -3.045269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237936 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -30452712.000000 Penalty: 6149.570801
	Iteration 136Q: 3 clusters Score -3.045271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237991 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -30452710.000000 Penalty: 6149.570801
	Iteration 137Q: 3 clusters Score -3.045271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238039 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -30452702.000000 Penalty: 6149.570801
	Iteration 138Q: 3 clusters Score -3.04527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238083 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -30452696.000000 Penalty: 6149.570801
	Iteration 139Q: 3 clusters Score -3.04527e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238133 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -30452708.000000 Penalty: 6149.570801
	Iteration 140F: 3 clusters Score -3.045271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238182 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -30452718.000000 Penalty: 6149.570801
	Iteration 141Q: 3 clusters Score -3.045272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238235 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -30452750.000000 Penalty: 6149.570801
	Iteration 142Q: 3 clusters Score -3.045275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238292 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -30452776.000000 Penalty: 6149.570801
	Iteration 143Q: 3 clusters Score -3.045278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238347 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -30452790.000000 Penalty: 6149.570801
	Iteration 144Q: 3 clusters Score -3.045279e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238392 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -30452796.000000 Penalty: 6149.570801
	Iteration 145Q: 3 clusters Score -3.04528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238445 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -30452816.000000 Penalty: 6149.570801
	Iteration 146Q: 3 clusters Score -3.045282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238489 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -30452840.000000 Penalty: 6149.570801
	Iteration 147Q: 3 clusters Score -3.045284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238524 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -30452888.000000 Penalty: 6149.570801
	Iteration 148Q: 3 clusters Score -3.045289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238550 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -30452912.000000 Penalty: 6149.570801
	Iteration 149Q: 3 clusters Score -3.045291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238566 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -30452882.000000 Penalty: 6149.570801
	Iteration 150Q: 3 clusters Score -3.045288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238586 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -30452872.000000 Penalty: 6149.570801
	Iteration 151Q: 3 clusters Score -3.045287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238599 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -30452874.000000 Penalty: 6149.570801
	Iteration 152Q: 3 clusters Score -3.045287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238611 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -30452876.000000 Penalty: 6149.570801
	Iteration 153Q: 3 clusters Score -3.045288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238620 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -30452852.000000 Penalty: 6149.570801
	Iteration 154Q: 3 clusters Score -3.045285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238629 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -30452830.000000 Penalty: 6149.570801
	Iteration 155Q: 3 clusters Score -3.045283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238640 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -30452834.000000 Penalty: 6149.570801
	Iteration 156Q: 3 clusters Score -3.045283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238651 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -30452842.000000 Penalty: 6149.570801
	Iteration 157Q: 3 clusters Score -3.045284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238659 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -30452840.000000 Penalty: 6149.570801
	Iteration 158Q: 3 clusters Score -3.045284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238667 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -30452852.000000 Penalty: 6149.570801
	Iteration 159Q: 3 clusters Score -3.045285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238673 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -30452862.000000 Penalty: 6149.570801
	Iteration 160F: 3 clusters Score -3.045286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238675 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -30452878.000000 Penalty: 6149.570801
	Iteration 161Q: 3 clusters Score -3.045288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238677 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -30452878.000000 Penalty: 6149.570801
	Iteration 162Q: 3 clusters Score -3.045288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238678 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -30452878.000000 Penalty: 6149.570801
	Iteration 163Q: 3 clusters Score -3.045288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238680 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -30452862.000000 Penalty: 6149.570801
	Iteration 164Q: 3 clusters Score -3.045286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238682 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -30452866.000000 Penalty: 6149.570801
	Iteration 165Q: 3 clusters Score -3.045287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238683 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -30452854.000000 Penalty: 6149.570801
	Iteration 166Q: 3 clusters Score -3.045285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238684 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -30452856.000000 Penalty: 6149.570801
	Iteration 167Q: 3 clusters Score -3.045286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238686 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -30452848.000000 Penalty: 6149.570801
	Iteration 168Q: 3 clusters Score -3.045285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238689 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -30452848.000000 Penalty: 6149.570801
	Iteration 169Q: 3 clusters Score -3.045285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -30452862.000000 Penalty: 6149.570801
	Iteration 170Q: 3 clusters Score -3.045286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238697 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -30452856.000000 Penalty: 6149.570801
	Iteration 171Q: 3 clusters Score -3.045286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238702 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -30452846.000000 Penalty: 6149.570801
	Iteration 172Q: 3 clusters Score -3.045285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238708 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -30452844.000000 Penalty: 6149.570801
	Iteration 173Q: 3 clusters Score -3.045284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238713 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -30452848.000000 Penalty: 6149.570801
	Iteration 174Q: 3 clusters Score -3.045285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238718 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -30452838.000000 Penalty: 6149.570801
	Iteration 175Q: 3 clusters Score -3.045284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238722 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -30452828.000000 Penalty: 6149.570801
	Iteration 176Q: 3 clusters Score -3.045283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238725 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -30452842.000000 Penalty: 6149.570801
	Iteration 177Q: 3 clusters Score -3.045284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238728 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -30452848.000000 Penalty: 6149.570801
	Iteration 178Q: 3 clusters Score -3.045285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238731 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -30452830.000000 Penalty: 6149.570801
	Iteration 179Q: 3 clusters Score -3.045283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238732 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -30452842.000000 Penalty: 6149.570801
	Iteration 180F: 3 clusters Score -3.045284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238734 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -30452826.000000 Penalty: 6149.570801
	Iteration 181Q: 3 clusters Score -3.045283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238736 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -30452818.000000 Penalty: 6149.570801
	Iteration 182Q: 3 clusters Score -3.045282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238738 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -30452824.000000 Penalty: 6149.570801
	Iteration 183Q: 3 clusters Score -3.045282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238741 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -30452846.000000 Penalty: 6149.570801
	Iteration 184Q: 3 clusters Score -3.045285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30452824.000000 Penalty: 6149.570801
	Iteration 185Q: 3 clusters Score -3.045282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30452834.000000 Penalty: 6149.570801
	Iteration 186Q: 3 clusters Score -3.045283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30452834.000000 Penalty: 6149.570801
	Iteration 187F: 3 clusters Score -3.045283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Entering Unmasked Estep 
Score: -3475462.500000 Penalty: 2537.910400
	Iteration 0F: 2 clusters Score -3475462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3456320.750000 Penalty: 5075.820801
	Iteration 0F: 3 clusters Score -3456321 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3463002.250000 Penalty: 5075.820801
	Iteration 1F: 3 clusters Score -3463002 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3463423.250000 Penalty: 5075.820801
	Iteration 2Q: 3 clusters Score -3463423 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3463833.750000 Penalty: 5075.820801
	Iteration 3Q: 3 clusters Score -3463834 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3464173.750000 Penalty: 5075.820801
	Iteration 4Q: 3 clusters Score -3464174 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3464480.250000 Penalty: 5075.820801
	Iteration 5Q: 3 clusters Score -3464480 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3464821.000000 Penalty: 5075.820801
	Iteration 6Q: 3 clusters Score -3464821 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3465171.250000 Penalty: 5075.820801
	Iteration 7Q: 3 clusters Score -3465171 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3465599.750000 Penalty: 5075.820801
	Iteration 8Q: 3 clusters Score -3465600 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3466095.500000 Penalty: 5075.820801
	Iteration 9Q: 3 clusters Score -3466096 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3466733.250000 Penalty: 5075.820801
	Iteration 10Q: 3 clusters Score -3466733 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3467442.750000 Penalty: 5075.820801
	Iteration 11Q: 3 clusters Score -3467443 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3468192.250000 Penalty: 5075.820801
	Iteration 12Q: 3 clusters Score -3468192 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3468883.250000 Penalty: 5075.820801
	Iteration 13Q: 3 clusters Score -3468883 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3469452.250000 Penalty: 5075.820801
	Iteration 14Q: 3 clusters Score -3469452 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3469785.000000 Penalty: 5075.820801
	Iteration 15Q: 3 clusters Score -3469785 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3469992.250000 Penalty: 5075.820801
	Iteration 16Q: 3 clusters Score -3469992 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3470120.000000 Penalty: 5075.820801
	Iteration 17Q: 3 clusters Score -3470120 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3470235.000000 Penalty: 5075.820801
	Iteration 18Q: 3 clusters Score -3470235 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3470336.250000 Penalty: 5075.820801
	Iteration 19Q: 3 clusters Score -3470336 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3470430.000000 Penalty: 5075.820801
	Iteration 20F: 3 clusters Score -3470430 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3470510.500000 Penalty: 5075.820801
	Iteration 21Q: 3 clusters Score -3470510 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3470601.000000 Penalty: 5075.820801
	Iteration 22Q: 3 clusters Score -3470601 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3470673.750000 Penalty: 5075.820801
	Iteration 23Q: 3 clusters Score -3470674 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3470750.000000 Penalty: 5075.820801
	Iteration 24Q: 3 clusters Score -3470750 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3470825.250000 Penalty: 5075.820801
	Iteration 25Q: 3 clusters Score -3470825 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3470891.500000 Penalty: 5075.820801
	Iteration 26Q: 3 clusters Score -3470892 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3470946.250000 Penalty: 5075.820801
	Iteration 27Q: 3 clusters Score -3470946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3471009.000000 Penalty: 5075.820801
	Iteration 28Q: 3 clusters Score -3471009 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3471059.500000 Penalty: 5075.820801
	Iteration 29Q: 3 clusters Score -3471060 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3471134.250000 Penalty: 5075.820801
	Iteration 30Q: 3 clusters Score -3471134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3471184.750000 Penalty: 5075.820801
	Iteration 31Q: 3 clusters Score -3471185 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3471250.750000 Penalty: 5075.820801
	Iteration 32Q: 3 clusters Score -3471251 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3471323.500000 Penalty: 5075.820801
	Iteration 33Q: 3 clusters Score -3471324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3471389.250000 Penalty: 5075.820801
	Iteration 34Q: 3 clusters Score -3471389 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3471464.000000 Penalty: 5075.820801
	Iteration 35Q: 3 clusters Score -3471464 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3471546.250000 Penalty: 5075.820801
	Iteration 36Q: 3 clusters Score -3471546 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3471632.250000 Penalty: 5075.820801
	Iteration 37Q: 3 clusters Score -3471632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3471717.250000 Penalty: 5075.820801
	Iteration 38Q: 3 clusters Score -3471717 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3471789.000000 Penalty: 5075.820801
	Iteration 39Q: 3 clusters Score -3471789 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3471877.500000 Penalty: 5075.820801
	Iteration 40F: 3 clusters Score -3471878 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3471967.000000 Penalty: 5075.820801
	Iteration 41Q: 3 clusters Score -3471967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3472055.250000 Penalty: 5075.820801
	Iteration 42Q: 3 clusters Score -3472055 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3472145.500000 Penalty: 5075.820801
	Iteration 43Q: 3 clusters Score -3472146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3472204.250000 Penalty: 5075.820801
	Iteration 44Q: 3 clusters Score -3472204 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3472277.750000 Penalty: 5075.820801
	Iteration 45Q: 3 clusters Score -3472278 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3472351.750000 Penalty: 5075.820801
	Iteration 46Q: 3 clusters Score -3472352 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3472438.750000 Penalty: 5075.820801
	Iteration 47Q: 3 clusters Score -3472439 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3472526.500000 Penalty: 5075.820801
	Iteration 48Q: 3 clusters Score -3472526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3472613.500000 Penalty: 5075.820801
	Iteration 49Q: 3 clusters Score -3472614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3472684.500000 Penalty: 5075.820801
	Iteration 50Q: 3 clusters Score -3472684 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3472732.750000 Penalty: 5075.820801
	Iteration 51Q: 3 clusters Score -3472733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3472799.250000 Penalty: 5075.820801
	Iteration 52Q: 3 clusters Score -3472799 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3472852.250000 Penalty: 5075.820801
	Iteration 53Q: 3 clusters Score -3472852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3472900.500000 Penalty: 5075.820801
	Iteration 54Q: 3 clusters Score -3472900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3472931.000000 Penalty: 5075.820801
	Iteration 55Q: 3 clusters Score -3472931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3472961.750000 Penalty: 5075.820801
	Iteration 56Q: 3 clusters Score -3472962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3473003.500000 Penalty: 5075.820801
	Iteration 57Q: 3 clusters Score -3473004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3473023.000000 Penalty: 5075.820801
	Iteration 58Q: 3 clusters Score -3473023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3473038.750000 Penalty: 5075.820801
	Iteration 59Q: 3 clusters Score -3473039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3473063.250000 Penalty: 5075.820801
	Iteration 60F: 3 clusters Score -3473063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3473087.000000 Penalty: 5075.820801
	Iteration 61Q: 3 clusters Score -3473087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3473110.500000 Penalty: 5075.820801
	Iteration 62Q: 3 clusters Score -3473110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3473130.750000 Penalty: 5075.820801
	Iteration 63Q: 3 clusters Score -3473131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3473163.750000 Penalty: 5075.820801
	Iteration 64Q: 3 clusters Score -3473164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3473191.250000 Penalty: 5075.820801
	Iteration 65Q: 3 clusters Score -3473191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3473211.500000 Penalty: 5075.820801
	Iteration 66Q: 3 clusters Score -3473212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3473244.000000 Penalty: 5075.820801
	Iteration 67Q: 3 clusters Score -3473244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3473269.500000 Penalty: 5075.820801
	Iteration 68Q: 3 clusters Score -3473270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3473290.250000 Penalty: 5075.820801
	Iteration 69Q: 3 clusters Score -3473290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3473307.000000 Penalty: 5075.820801
	Iteration 70Q: 3 clusters Score -3473307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3473325.500000 Penalty: 5075.820801
	Iteration 71Q: 3 clusters Score -3473326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3473340.000000 Penalty: 5075.820801
	Iteration 72Q: 3 clusters Score -3473340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3473344.250000 Penalty: 5075.820801
	Iteration 73Q: 3 clusters Score -3473344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3473359.500000 Penalty: 5075.820801
	Iteration 74Q: 3 clusters Score -3473360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3473365.250000 Penalty: 5075.820801
	Iteration 75Q: 3 clusters Score -3473365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3473377.250000 Penalty: 5075.820801
	Iteration 76Q: 3 clusters Score -3473377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3473383.250000 Penalty: 5075.820801
	Iteration 77Q: 3 clusters Score -3473383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3473387.250000 Penalty: 5075.820801
	Iteration 78Q: 3 clusters Score -3473387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3473396.500000 Penalty: 5075.820801
	Iteration 79Q: 3 clusters Score -3473396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3473397.250000 Penalty: 5075.820801
	Iteration 80F: 3 clusters Score -3473397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3473406.000000 Penalty: 5075.820801
	Iteration 81Q: 3 clusters Score -3473406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3473407.500000 Penalty: 5075.820801
	Iteration 82Q: 3 clusters Score -3473408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3473408.750000 Penalty: 5075.820801
	Iteration 83Q: 3 clusters Score -3473409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3473413.000000 Penalty: 5075.820801
	Iteration 84Q: 3 clusters Score -3473413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3473418.250000 Penalty: 5075.820801
	Iteration 85Q: 3 clusters Score -3473418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3473420.500000 Penalty: 5075.820801
	Iteration 86Q: 3 clusters Score -3473420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3473421.250000 Penalty: 5075.820801
	Iteration 87Q: 3 clusters Score -3473421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3473422.250000 Penalty: 5075.820801
	Iteration 88Q: 3 clusters Score -3473422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3473417.500000 Penalty: 5075.820801
	Iteration 89Q: 3 clusters Score -3473418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3473417.500000 Penalty: 5075.820801
	Iteration 90F: 3 clusters Score -3473418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Entering Unmasked Estep 
Score: -4364444.000000 Penalty: 2593.407227
	Iteration 0F: 2 clusters Score -4364444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4340832.000000 Penalty: 5186.814453
	Iteration 0F: 3 clusters Score -4340832 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4350257.500000 Penalty: 5186.814453
	Iteration 1F: 3 clusters Score -4350258 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4351380.500000 Penalty: 5186.814453
	Iteration 2F: 3 clusters Score -4351380 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4352427.000000 Penalty: 5186.814453
	Iteration 3F: 3 clusters Score -4352427 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4353311.000000 Penalty: 5186.814453
	Iteration 4F: 3 clusters Score -4353311 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4354061.000000 Penalty: 5186.814453
	Iteration 5F: 3 clusters Score -4354061 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4354738.500000 Penalty: 5186.814453
	Iteration 6Q: 3 clusters Score -4354738 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4355389.500000 Penalty: 5186.814453
	Iteration 7Q: 3 clusters Score -4355390 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4355969.500000 Penalty: 5186.814453
	Iteration 8Q: 3 clusters Score -4355970 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4356495.000000 Penalty: 5186.814453
	Iteration 9Q: 3 clusters Score -4356495 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 5186.814453
	Iteration 10Q: 3 clusters Score -4356932 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4357287.000000 Penalty: 5186.814453
	Iteration 11Q: 3 clusters Score -4357287 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4357625.500000 Penalty: 5186.814453
	Iteration 12Q: 3 clusters Score -4357626 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4357873.000000 Penalty: 5186.814453
	Iteration 13Q: 3 clusters Score -4357873 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4358120.500000 Penalty: 5186.814453
	Iteration 14Q: 3 clusters Score -4358120 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4358408.500000 Penalty: 5186.814453
	Iteration 15Q: 3 clusters Score -4358408 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4358722.500000 Penalty: 5186.814453
	Iteration 16Q: 3 clusters Score -4358722 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4359066.500000 Penalty: 5186.814453
	Iteration 17Q: 3 clusters Score -4359066 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4359376.500000 Penalty: 5186.814453
	Iteration 18Q: 3 clusters Score -4359376 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4359721.500000 Penalty: 5186.814453
	Iteration 19Q: 3 clusters Score -4359722 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -4360141.000000 Penalty: 5186.814453
	Iteration 20F: 3 clusters Score -4360141 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4360602.000000 Penalty: 5186.814453
	Iteration 21Q: 3 clusters Score -4360602 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4361113.500000 Penalty: 5186.814453
	Iteration 22Q: 3 clusters Score -4361114 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4361593.500000 Penalty: 5186.814453
	Iteration 23Q: 3 clusters Score -4361594 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4362070.500000 Penalty: 5186.814453
	Iteration 24Q: 3 clusters Score -4362070 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4362571.000000 Penalty: 5186.814453
	Iteration 25Q: 3 clusters Score -4362571 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4362941.500000 Penalty: 5186.814453
	Iteration 26Q: 3 clusters Score -4362942 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4363203.000000 Penalty: 5186.814453
	Iteration 27Q: 3 clusters Score -4363203 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4363416.500000 Penalty: 5186.814453
	Iteration 28Q: 3 clusters Score -4363416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4363557.000000 Penalty: 5186.814453
	Iteration 29Q: 3 clusters Score -4363557 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4363637.500000 Penalty: 5186.814453
	Iteration 30Q: 3 clusters Score -4363638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4363666.000000 Penalty: 5186.814453
	Iteration 31Q: 3 clusters Score -4363666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4363686.000000 Penalty: 5186.814453
	Iteration 32Q: 3 clusters Score -4363686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4363695.000000 Penalty: 5186.814453
	Iteration 33Q: 3 clusters Score -4363695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4363701.000000 Penalty: 5186.814453
	Iteration 34Q: 3 clusters Score -4363701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4363706.000000 Penalty: 5186.814453
	Iteration 35Q: 3 clusters Score -4363706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4363709.500000 Penalty: 5186.814453
	Iteration 36Q: 3 clusters Score -4363710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4363716.000000 Penalty: 5186.814453
	Iteration 37Q: 3 clusters Score -4363716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4363725.500000 Penalty: 5186.814453
	Iteration 38Q: 3 clusters Score -4363726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4363726.000000 Penalty: 5186.814453
	Iteration 39Q: 3 clusters Score -4363726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4363725.000000 Penalty: 5186.814453
	Iteration 40F: 3 clusters Score -4363725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4363725.000000 Penalty: 5186.814453
	Iteration 41Q: 3 clusters Score -4363725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4363727.500000 Penalty: 5186.814453
	Iteration 42Q: 3 clusters Score -4363728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4363726.000000 Penalty: 5186.814453
	Iteration 43Q: 3 clusters Score -4363726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4363727.500000 Penalty: 5186.814453
	Iteration 44Q: 3 clusters Score -4363728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4363722.500000 Penalty: 5186.814453
	Iteration 45Q: 3 clusters Score -4363722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4363724.500000 Penalty: 5186.814453
	Iteration 46Q: 3 clusters Score -4363724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4363722.000000 Penalty: 5186.814453
	Iteration 47Q: 3 clusters Score -4363722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4363723.000000 Penalty: 5186.814453
	Iteration 48Q: 3 clusters Score -4363723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4363726.000000 Penalty: 5186.814453
	Iteration 49Q: 3 clusters Score -4363726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4363726.500000 Penalty: 5186.814453
	Iteration 50Q: 3 clusters Score -4363726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4363732.000000 Penalty: 5186.814453
	Iteration 51Q: 3 clusters Score -4363732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4363732.500000 Penalty: 5186.814453
	Iteration 52Q: 3 clusters Score -4363732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4363737.000000 Penalty: 5186.814453
	Iteration 53Q: 3 clusters Score -4363737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4363737.000000 Penalty: 5186.814453
	Iteration 54F: 3 clusters Score -4363737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -655063.687500 Penalty: 2058.592773
	Iteration 0F: 2 clusters Score -655063.7 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 2063 members 
Entering Unmasked Estep 
Score: -651177.187500 Penalty: 4117.185547
	Iteration 0F: 3 clusters Score -651177.2 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -652185.812500 Penalty: 4117.185547
	Iteration 1F: 3 clusters Score -652185.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -652462.562500 Penalty: 4117.185547
	Iteration 2F: 3 clusters Score -652462.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -652680.375000 Penalty: 4117.185547
	Iteration 3F: 3 clusters Score -652680.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -652920.562500 Penalty: 4117.185547
	Iteration 4F: 3 clusters Score -652920.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -653167.500000 Penalty: 4117.185547
	Iteration 5F: 3 clusters Score -653167.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -653409.125000 Penalty: 4117.185547
	Iteration 6F: 3 clusters Score -653409.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -653648.625000 Penalty: 4117.185547
	Iteration 7F: 3 clusters Score -653648.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -653854.875000 Penalty: 4117.185547
	Iteration 8Q: 3 clusters Score -653854.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -654027.062500 Penalty: 4117.185547
	Iteration 9Q: 3 clusters Score -654027.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -654134.187500 Penalty: 4117.185547
	Iteration 10Q: 3 clusters Score -654134.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -654200.187500 Penalty: 4117.185547
	Iteration 11Q: 3 clusters Score -654200.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -654243.312500 Penalty: 4117.185547
	Iteration 12Q: 3 clusters Score -654243.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -654269.062500 Penalty: 4117.185547
	Iteration 13Q: 3 clusters Score -654269.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -654288.812500 Penalty: 4117.185547
	Iteration 14Q: 3 clusters Score -654288.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -654300.625000 Penalty: 4117.185547
	Iteration 15Q: 3 clusters Score -654300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -654309.000000 Penalty: 4117.185547
	Iteration 16Q: 3 clusters Score -654309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -654315.125000 Penalty: 4117.185547
	Iteration 17Q: 3 clusters Score -654315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -654319.812500 Penalty: 4117.185547
	Iteration 18Q: 3 clusters Score -654319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -654323.687500 Penalty: 4117.185547
	Iteration 19Q: 3 clusters Score -654323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -654324.812500 Penalty: 4117.185547
	Iteration 20F: 3 clusters Score -654324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -654326.187500 Penalty: 4117.185547
	Iteration 21Q: 3 clusters Score -654326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -654327.687500 Penalty: 4117.185547
	Iteration 22Q: 3 clusters Score -654327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -654329.375000 Penalty: 4117.185547
	Iteration 23Q: 3 clusters Score -654329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -654327.687500 Penalty: 4117.185547
	Iteration 24Q: 3 clusters Score -654327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -654329.000000 Penalty: 4117.185547
	Iteration 25Q: 3 clusters Score -654329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -654330.500000 Penalty: 4117.185547
	Iteration 26Q: 3 clusters Score -654330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -654330.500000 Penalty: 4117.185547
	Iteration 27F: 3 clusters Score -654330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -508433.250000 Penalty: 2074.975342
	Iteration 0F: 2 clusters Score -508433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -504431.406250 Penalty: 4149.950684
	Iteration 0F: 3 clusters Score -504431.4 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -505510.718750 Penalty: 4149.950684
	Iteration 1F: 3 clusters Score -505510.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -505946.562500 Penalty: 4149.950684
	Iteration 2F: 3 clusters Score -505946.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506538.312500 Penalty: 4149.950684
	Iteration 3F: 3 clusters Score -506538.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -507173.593750 Penalty: 4149.950684
	Iteration 4F: 3 clusters Score -507173.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -507986.343750 Penalty: 4149.950684
	Iteration 5F: 3 clusters Score -507986.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -508717.937500 Penalty: 4149.950684
	Iteration 6F: 3 clusters Score -508717.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -508907.406250 Penalty: 4149.950684
	Iteration 7Q: 3 clusters Score -508907.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -508971.500000 Penalty: 4149.950684
	Iteration 8Q: 3 clusters Score -508971.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -509014.906250 Penalty: 4149.950684
	Iteration 9Q: 3 clusters Score -509014.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -509044.343750 Penalty: 4149.950684
	Iteration 10Q: 3 clusters Score -509044.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -509061.312500 Penalty: 4149.950684
	Iteration 11Q: 3 clusters Score -509061.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -509082.812500 Penalty: 4149.950684
	Iteration 12Q: 3 clusters Score -509082.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -509098.875000 Penalty: 4149.950684
	Iteration 13Q: 3 clusters Score -509098.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -509115.031250 Penalty: 4149.950684
	Iteration 14Q: 3 clusters Score -509115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -509140.343750 Penalty: 4149.950684
	Iteration 15Q: 3 clusters Score -509140.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -509192.531250 Penalty: 4149.950684
	Iteration 16Q: 3 clusters Score -509192.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -509252.718750 Penalty: 4149.950684
	Iteration 17Q: 3 clusters Score -509252.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509275.750000 Penalty: 4149.950684
	Iteration 18Q: 3 clusters Score -509275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -509286.468750 Penalty: 4149.950684
	Iteration 19Q: 3 clusters Score -509286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -509291.781250 Penalty: 4149.950684
	Iteration 20F: 3 clusters Score -509291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -509294.687500 Penalty: 4149.950684
	Iteration 21Q: 3 clusters Score -509294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -509297.531250 Penalty: 4149.950684
	Iteration 22Q: 3 clusters Score -509297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -509299.250000 Penalty: 4149.950684
	Iteration 23Q: 3 clusters Score -509299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -509301.593750 Penalty: 4149.950684
	Iteration 24Q: 3 clusters Score -509301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -509300.531250 Penalty: 4149.950684
	Iteration 25Q: 3 clusters Score -509300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -509300.531250 Penalty: 4149.950684
	Iteration 26F: 3 clusters Score -509300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 2298 members 
Entering Unmasked Estep 
Score: -134487904.000000 Penalty: 245151.562500
Splitting cluster 20 changes total score from -134488512.000000 to -134487904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Entering Unmasked Estep 
Score: -1166029.000000 Penalty: 2268.264648
	Iteration 0F: 2 clusters Score -1166029 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 4697 members 
Entering Unmasked Estep 
Score: -1158745.000000 Penalty: 4536.529297
	Iteration 0F: 3 clusters Score -1158745 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1160919.500000 Penalty: 4536.529297
	Iteration 1F: 3 clusters Score -1160920 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1161332.875000 Penalty: 4536.529297
	Iteration 2F: 3 clusters Score -1161333 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1161804.750000 Penalty: 4536.529297
	Iteration 3F: 3 clusters Score -1161805 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1162370.750000 Penalty: 4536.529297
	Iteration 4F: 3 clusters Score -1162371 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1162904.625000 Penalty: 4536.529297
	Iteration 5F: 3 clusters Score -1162905 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1163361.500000 Penalty: 4536.529297
	Iteration 6F: 3 clusters Score -1163362 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1163785.500000 Penalty: 4536.529297
	Iteration 7F: 3 clusters Score -1163786 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1164120.000000 Penalty: 4536.529297
	Iteration 8Q: 3 clusters Score -1164120 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1164364.375000 Penalty: 4536.529297
	Iteration 9Q: 3 clusters Score -1164364 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1164528.250000 Penalty: 4536.529297
	Iteration 10Q: 3 clusters Score -1164528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1164635.750000 Penalty: 4536.529297
	Iteration 11Q: 3 clusters Score -1164636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1164693.000000 Penalty: 4536.529297
	Iteration 12Q: 3 clusters Score -1164693 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1164740.500000 Penalty: 4536.529297
	Iteration 13Q: 3 clusters Score -1164740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1164787.625000 Penalty: 4536.529297
	Iteration 14Q: 3 clusters Score -1164788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1164823.000000 Penalty: 4536.529297
	Iteration 15Q: 3 clusters Score -1164823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1164841.125000 Penalty: 4536.529297
	Iteration 16Q: 3 clusters Score -1164841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1164851.500000 Penalty: 4536.529297
	Iteration 17Q: 3 clusters Score -1164852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1164866.500000 Penalty: 4536.529297
	Iteration 18Q: 3 clusters Score -1164866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1164870.750000 Penalty: 4536.529297
	Iteration 19Q: 3 clusters Score -1164871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1164877.875000 Penalty: 4536.529297
	Iteration 20F: 3 clusters Score -1164878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1164878.375000 Penalty: 4536.529297
	Iteration 21Q: 3 clusters Score -1164878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1164879.250000 Penalty: 4536.529297
	Iteration 22Q: 3 clusters Score -1164879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1164880.750000 Penalty: 4536.529297
	Iteration 23Q: 3 clusters Score -1164881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1164882.375000 Penalty: 4536.529297
	Iteration 24Q: 3 clusters Score -1164882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1164884.250000 Penalty: 4536.529297
	Iteration 25Q: 3 clusters Score -1164884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1164886.000000 Penalty: 4536.529297
	Iteration 26Q: 3 clusters Score -1164886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1164885.625000 Penalty: 4536.529297
	Iteration 27Q: 3 clusters Score -1164886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1164886.000000 Penalty: 4536.529297
	Iteration 28Q: 3 clusters Score -1164886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1164884.625000 Penalty: 4536.529297
	Iteration 29Q: 3 clusters Score -1164885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1164888.625000 Penalty: 4536.529297
	Iteration 30Q: 3 clusters Score -1164889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1164888.500000 Penalty: 4536.529297
	Iteration 31Q: 3 clusters Score -1164888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1164888.500000 Penalty: 4536.529297
	Iteration 32F: 3 clusters Score -1164888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Entering Unmasked Estep 
Score: -8451430.000000 Penalty: 2758.783203
	Iteration 0F: 2 clusters Score -8451430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8406214.000000 Penalty: 5517.566406
	Iteration 0F: 3 clusters Score -8406214 nChanged 31503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -8423802.000000 Penalty: 5517.566406
	Iteration 1F: 3 clusters Score -8423802 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8424319.000000 Penalty: 5517.566406
	Iteration 2Q: 3 clusters Score -8424319 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8424919.000000 Penalty: 5517.566406
	Iteration 3Q: 3 clusters Score -8424919 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -8425547.000000 Penalty: 5517.566406
	Iteration 4Q: 3 clusters Score -8425547 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -8426351.000000 Penalty: 5517.566406
	Iteration 5Q: 3 clusters Score -8426351 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -8427768.000000 Penalty: 5517.566406
	Iteration 6Q: 3 clusters Score -8427768 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8429938.000000 Penalty: 5517.566406
	Iteration 7F: 3 clusters Score -8429938 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8433177.000000 Penalty: 5517.566406
	Iteration 8F: 3 clusters Score -8433177 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -8437063.000000 Penalty: 5517.566406
	Iteration 9F: 3 clusters Score -8437063 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -8440854.000000 Penalty: 5517.566406
	Iteration 10F: 3 clusters Score -8440854 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -8444182.000000 Penalty: 5517.566406
	Iteration 11F: 3 clusters Score -8444182 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -8446475.000000 Penalty: 5517.566406
	Iteration 12Q: 3 clusters Score -8446475 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -8447816.000000 Penalty: 5517.566406
	Iteration 13Q: 3 clusters Score -8447816 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -8448519.000000 Penalty: 5517.566406
	Iteration 14Q: 3 clusters Score -8448519 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -8448796.000000 Penalty: 5517.566406
	Iteration 15Q: 3 clusters Score -8448796 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -8448986.000000 Penalty: 5517.566406
	Iteration 16Q: 3 clusters Score -8448986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -8449091.000000 Penalty: 5517.566406
	Iteration 17Q: 3 clusters Score -8449091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -8449175.000000 Penalty: 5517.566406
	Iteration 18Q: 3 clusters Score -8449175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -8449195.000000 Penalty: 5517.566406
	Iteration 19Q: 3 clusters Score -8449195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -8449199.000000 Penalty: 5517.566406
	Iteration 20F: 3 clusters Score -8449199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -8449215.000000 Penalty: 5517.566406
	Iteration 21Q: 3 clusters Score -8449215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -8449225.000000 Penalty: 5517.566406
	Iteration 22Q: 3 clusters Score -8449225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8449230.000000 Penalty: 5517.566406
	Iteration 23Q: 3 clusters Score -8449230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8449224.000000 Penalty: 5517.566406
	Iteration 24Q: 3 clusters Score -8449224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -8449232.000000 Penalty: 5517.566406
	Iteration 25Q: 3 clusters Score -8449232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8449246.000000 Penalty: 5517.566406
	Iteration 26Q: 3 clusters Score -8449246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -8449246.000000 Penalty: 5517.566406
	Iteration 27Q: 3 clusters Score -8449246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -8449248.000000 Penalty: 5517.566406
	Iteration 28Q: 3 clusters Score -8449248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8449246.000000 Penalty: 5517.566406
	Iteration 29Q: 3 clusters Score -8449246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8449249.000000 Penalty: 5517.566406
	Iteration 30Q: 3 clusters Score -8449249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -8449264.000000 Penalty: 5517.566406
	Iteration 31Q: 3 clusters Score -8449264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -8449266.000000 Penalty: 5517.566406
	Iteration 32Q: 3 clusters Score -8449266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8449268.000000 Penalty: 5517.566406
	Iteration 33Q: 3 clusters Score -8449268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8449272.000000 Penalty: 5517.566406
	Iteration 34Q: 3 clusters Score -8449272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8449274.000000 Penalty: 5517.566406
	Iteration 35Q: 3 clusters Score -8449274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8449275.000000 Penalty: 5517.566406
	Iteration 36Q: 3 clusters Score -8449275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -8449272.000000 Penalty: 5517.566406
	Iteration 37Q: 3 clusters Score -8449272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8449272.000000 Penalty: 5517.566406
	Iteration 38Q: 3 clusters Score -8449272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8449270.000000 Penalty: 5517.566406
	Iteration 39Q: 3 clusters Score -8449270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8449273.000000 Penalty: 5517.566406
	Iteration 40F: 3 clusters Score -8449273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8449276.000000 Penalty: 5517.566406
	Iteration 41Q: 3 clusters Score -8449276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8449276.000000 Penalty: 5517.566406
	Iteration 42F: 3 clusters Score -8449276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Entering Unmasked Estep 
Score: -1371924.750000 Penalty: 2335.322266
	Iteration 0F: 2 clusters Score -1371925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1362885.750000 Penalty: 4670.644531
	Iteration 0F: 3 clusters Score -1362886 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1365918.375000 Penalty: 4670.644531
	Iteration 1F: 3 clusters Score -1365918 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1366615.875000 Penalty: 4670.644531
	Iteration 2F: 3 clusters Score -1366616 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1367221.750000 Penalty: 4670.644531
	Iteration 3F: 3 clusters Score -1367222 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1367714.250000 Penalty: 4670.644531
	Iteration 4F: 3 clusters Score -1367714 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1368149.375000 Penalty: 4670.644531
	Iteration 5F: 3 clusters Score -1368149 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1368514.000000 Penalty: 4670.644531
	Iteration 6F: 3 clusters Score -1368514 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1368838.750000 Penalty: 4670.644531
	Iteration 7Q: 3 clusters Score -1368839 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1369104.250000 Penalty: 4670.644531
	Iteration 8Q: 3 clusters Score -1369104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1369330.750000 Penalty: 4670.644531
	Iteration 9Q: 3 clusters Score -1369331 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1369503.625000 Penalty: 4670.644531
	Iteration 10Q: 3 clusters Score -1369504 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1369649.250000 Penalty: 4670.644531
	Iteration 11Q: 3 clusters Score -1369649 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1369774.625000 Penalty: 4670.644531
	Iteration 12Q: 3 clusters Score -1369775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1369884.750000 Penalty: 4670.644531
	Iteration 13Q: 3 clusters Score -1369885 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1369969.500000 Penalty: 4670.644531
	Iteration 14Q: 3 clusters Score -1369970 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1370068.000000 Penalty: 4670.644531
	Iteration 15Q: 3 clusters Score -1370068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1370136.125000 Penalty: 4670.644531
	Iteration 16Q: 3 clusters Score -1370136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1370185.250000 Penalty: 4670.644531
	Iteration 17Q: 3 clusters Score -1370185 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1370225.750000 Penalty: 4670.644531
	Iteration 18Q: 3 clusters Score -1370226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1370265.250000 Penalty: 4670.644531
	Iteration 19Q: 3 clusters Score -1370265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1370296.000000 Penalty: 4670.644531
	Iteration 20F: 3 clusters Score -1370296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1370327.750000 Penalty: 4670.644531
	Iteration 21Q: 3 clusters Score -1370328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1370355.625000 Penalty: 4670.644531
	Iteration 22Q: 3 clusters Score -1370356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1370376.125000 Penalty: 4670.644531
	Iteration 23Q: 3 clusters Score -1370376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1370397.125000 Penalty: 4670.644531
	Iteration 24Q: 3 clusters Score -1370397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1370421.000000 Penalty: 4670.644531
	Iteration 25Q: 3 clusters Score -1370421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1370437.125000 Penalty: 4670.644531
	Iteration 26Q: 3 clusters Score -1370437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1370450.000000 Penalty: 4670.644531
	Iteration 27Q: 3 clusters Score -1370450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1370467.875000 Penalty: 4670.644531
	Iteration 28Q: 3 clusters Score -1370468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1370483.750000 Penalty: 4670.644531
	Iteration 29Q: 3 clusters Score -1370484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1370500.000000 Penalty: 4670.644531
	Iteration 30Q: 3 clusters Score -1370500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1370511.250000 Penalty: 4670.644531
	Iteration 31Q: 3 clusters Score -1370511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1370530.000000 Penalty: 4670.644531
	Iteration 32Q: 3 clusters Score -1370530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1370545.625000 Penalty: 4670.644531
	Iteration 33Q: 3 clusters Score -1370546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1370562.875000 Penalty: 4670.644531
	Iteration 34Q: 3 clusters Score -1370563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1370580.500000 Penalty: 4670.644531
	Iteration 35Q: 3 clusters Score -1370580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1370597.500000 Penalty: 4670.644531
	Iteration 36Q: 3 clusters Score -1370598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1370614.750000 Penalty: 4670.644531
	Iteration 37Q: 3 clusters Score -1370615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1370636.500000 Penalty: 4670.644531
	Iteration 38Q: 3 clusters Score -1370636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1370643.875000 Penalty: 4670.644531
	Iteration 39Q: 3 clusters Score -1370644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1370655.500000 Penalty: 4670.644531
	Iteration 40F: 3 clusters Score -1370656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1370659.000000 Penalty: 4670.644531
	Iteration 41Q: 3 clusters Score -1370659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1370659.750000 Penalty: 4670.644531
	Iteration 42Q: 3 clusters Score -1370660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1370663.000000 Penalty: 4670.644531
	Iteration 43Q: 3 clusters Score -1370663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1370665.875000 Penalty: 4670.644531
	Iteration 44Q: 3 clusters Score -1370666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1370668.125000 Penalty: 4670.644531
	Iteration 45Q: 3 clusters Score -1370668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1370672.375000 Penalty: 4670.644531
	Iteration 46Q: 3 clusters Score -1370672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1370672.750000 Penalty: 4670.644531
	Iteration 47Q: 3 clusters Score -1370673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1370674.625000 Penalty: 4670.644531
	Iteration 48Q: 3 clusters Score -1370675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1370673.750000 Penalty: 4670.644531
	Iteration 49Q: 3 clusters Score -1370674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1370677.375000 Penalty: 4670.644531
	Iteration 50Q: 3 clusters Score -1370677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1370676.875000 Penalty: 4670.644531
	Iteration 51Q: 3 clusters Score -1370677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1370680.375000 Penalty: 4670.644531
	Iteration 52Q: 3 clusters Score -1370680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1370682.250000 Penalty: 4670.644531
	Iteration 53Q: 3 clusters Score -1370682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1370682.500000 Penalty: 4670.644531
	Iteration 54Q: 3 clusters Score -1370682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1370683.500000 Penalty: 4670.644531
	Iteration 55Q: 3 clusters Score -1370684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1370685.125000 Penalty: 4670.644531
	Iteration 56Q: 3 clusters Score -1370685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1370685.000000 Penalty: 4670.644531
	Iteration 57Q: 3 clusters Score -1370685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1370685.750000 Penalty: 4670.644531
	Iteration 58Q: 3 clusters Score -1370686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1370687.000000 Penalty: 4670.644531
	Iteration 59Q: 3 clusters Score -1370687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1370686.500000 Penalty: 4670.644531
	Iteration 60F: 3 clusters Score -1370686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1370687.875000 Penalty: 4670.644531
	Iteration 61Q: 3 clusters Score -1370688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1370687.875000 Penalty: 4670.644531
	Iteration 62Q: 3 clusters Score -1370688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1370688.250000 Penalty: 4670.644531
	Iteration 63Q: 3 clusters Score -1370688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1370687.125000 Penalty: 4670.644531
	Iteration 64Q: 3 clusters Score -1370687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1370687.125000 Penalty: 4670.644531
	Iteration 65Q: 3 clusters Score -1370687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1370687.750000 Penalty: 4670.644531
	Iteration 66Q: 3 clusters Score -1370688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1370688.250000 Penalty: 4670.644531
	Iteration 67Q: 3 clusters Score -1370688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1370688.125000 Penalty: 4670.644531
	Iteration 68Q: 3 clusters Score -1370688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1370688.375000 Penalty: 4670.644531
	Iteration 69Q: 3 clusters Score -1370688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1370690.125000 Penalty: 4670.644531
	Iteration 70Q: 3 clusters Score -1370690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1370692.125000 Penalty: 4670.644531
	Iteration 71Q: 3 clusters Score -1370692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1370689.875000 Penalty: 4670.644531
	Iteration 72Q: 3 clusters Score -1370690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1370691.500000 Penalty: 4670.644531
	Iteration 73Q: 3 clusters Score -1370692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1370693.000000 Penalty: 4670.644531
	Iteration 74Q: 3 clusters Score -1370693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1370693.000000 Penalty: 4670.644531
	Iteration 75F: 3 clusters Score -1370693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -882038.062500 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -882038.1 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 3572 members 
Entering Unmasked Estep 
Score: -876152.000000 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -876152 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -877755.812500 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -877755.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -878078.500000 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -878078.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -878372.437500 Penalty: 4399.500488
	Iteration 3F: 3 clusters Score -878372.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -878666.062500 Penalty: 4399.500488
	Iteration 4F: 3 clusters Score -878666.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -878961.187500 Penalty: 4399.500488
	Iteration 5Q: 3 clusters Score -878961.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -879292.500000 Penalty: 4399.500488
	Iteration 6F: 3 clusters Score -879292.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -879680.187500 Penalty: 4399.500488
	Iteration 7F: 3 clusters Score -879680.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -880007.312500 Penalty: 4399.500488
	Iteration 8F: 3 clusters Score -880007.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -880281.375000 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -880281.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -880485.000000 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -880485 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -880649.312500 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -880649.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -880760.062500 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -880760.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -880833.687500 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -880833.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -880904.812500 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -880904.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -880955.562500 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -880955.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -881008.937500 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -881008.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -881052.562500 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -881052.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -881085.937500 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -881085.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -881109.250000 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -881109.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -881127.000000 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -881127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -881133.062500 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -881133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -881140.937500 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -881140.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -881147.375000 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -881147.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -881156.250000 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -881156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -881160.312500 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -881160.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -881168.437500 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -881168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -881171.750000 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -881171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -881171.937500 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -881171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -881173.437500 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -881173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -881173.562500 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -881173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -881180.187500 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -881180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -881179.750000 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -881179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -881181.687500 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -881181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -881181.312500 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -881181.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -881181.312500 Penalty: 4399.500488
	Iteration 35F: 3 clusters Score -881181.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -331507.406250 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -331507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -328353.125000 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -328353.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329013.312500 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -329013.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -329267.187500 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -329267.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -329549.937500 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -329549.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -329798.593750 Penalty: 3929.081543
	Iteration 4F: 3 clusters Score -329798.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -330025.937500 Penalty: 3929.081543
	Iteration 5F: 3 clusters Score -330025.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330183.718750 Penalty: 3929.081543
	Iteration 6F: 3 clusters Score -330183.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -330321.406250 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -330321.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -330410.187500 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -330410.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -330455.281250 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -330455.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -330493.437500 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -330493.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -330519.687500 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -330519.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -330536.031250 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -330536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -330547.343750 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -330547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -330558.250000 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -330558.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -330571.156250 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -330571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -330578.125000 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -330578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -330582.093750 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -330582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -330585.406250 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -330585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -330587.281250 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -330587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -330589.500000 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -330589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -330590.937500 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -330590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -330593.593750 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -330593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -330594.406250 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -330594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -330595.593750 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -330595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -330596.031250 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -330596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -330596.937500 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -330596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -330598.250000 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -330598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -330598.562500 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -330598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -330599.562500 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -330599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330600.906250 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -330600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -330602.531250 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -330602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -330603.375000 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -330603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -330603.812500 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -330603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -330603.812500 Penalty: 3929.081543
	Iteration 34F: 3 clusters Score -330603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -161274.296875 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -161274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159093.125000 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -159093.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159415.937500 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -159415.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159534.468750 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -159534.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159597.031250 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -159597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159642.109375 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -159642.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159673.031250 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -159673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159700.468750 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -159700.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159721.156250 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -159721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159740.531250 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -159740.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159757.000000 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -159757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159776.875000 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -159776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159793.187500 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -159793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159807.000000 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -159807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159825.828125 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -159825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159848.015625 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -159848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159869.203125 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -159869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159892.015625 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -159892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159915.109375 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -159915.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159932.281250 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -159932.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159950.218750 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -159950.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159972.265625 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -159972.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -160002.656250 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -160002.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -160094.250000 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -160094.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160308.765625 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -160308.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160767.343750 Penalty: 3579.488037
	Iteration 24F: 3 clusters Score -160767.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161070.484375 Penalty: 3579.488037
	Iteration 25F: 3 clusters Score -161070.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161234.859375 Penalty: 3579.488037
	Iteration 26F: 3 clusters Score -161234.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -161316.968750 Penalty: 3579.488037
	Iteration 27Q: 3 clusters Score -161317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161366.453125 Penalty: 3579.488037
	Iteration 28Q: 3 clusters Score -161366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -161378.562500 Penalty: 3579.488037
	Iteration 29Q: 3 clusters Score -161378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161389.500000 Penalty: 3579.488037
	Iteration 30Q: 3 clusters Score -161389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -161396.625000 Penalty: 3579.488037
	Iteration 31Q: 3 clusters Score -161396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161399.609375 Penalty: 3579.488037
	Iteration 32Q: 3 clusters Score -161399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -161403.125000 Penalty: 3579.488037
	Iteration 33Q: 3 clusters Score -161403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161406.406250 Penalty: 3579.488037
	Iteration 34Q: 3 clusters Score -161406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161410.984375 Penalty: 3579.488037
	Iteration 35Q: 3 clusters Score -161411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161412.796875 Penalty: 3579.488037
	Iteration 36Q: 3 clusters Score -161412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161412.796875 Penalty: 3579.488037
	Iteration 37F: 3 clusters Score -161412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 469 members 
Entering Unmasked Estep 
Score: -134486912.000000 Penalty: 245151.562500
Splitting cluster 26 changes total score from -134488512.000000 to -134486912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Entering Unmasked Estep 
Score: -390659.093750 Penalty: 1995.385376
	Iteration 0F: 2 clusters Score -390659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -387310.718750 Penalty: 3990.770752
	Iteration 0F: 3 clusters Score -387310.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -387989.125000 Penalty: 3990.770752
	Iteration 1F: 3 clusters Score -387989.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -388148.000000 Penalty: 3990.770752
	Iteration 2F: 3 clusters Score -388148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -388235.812500 Penalty: 3990.770752
	Iteration 3Q: 3 clusters Score -388235.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -388291.562500 Penalty: 3990.770752
	Iteration 4Q: 3 clusters Score -388291.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -388323.593750 Penalty: 3990.770752
	Iteration 5Q: 3 clusters Score -388323.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388348.781250 Penalty: 3990.770752
	Iteration 6Q: 3 clusters Score -388348.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -388365.187500 Penalty: 3990.770752
	Iteration 7Q: 3 clusters Score -388365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -388380.375000 Penalty: 3990.770752
	Iteration 8Q: 3 clusters Score -388380.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -388394.000000 Penalty: 3990.770752
	Iteration 9Q: 3 clusters Score -388394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -388403.500000 Penalty: 3990.770752
	Iteration 10Q: 3 clusters Score -388403.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -388409.531250 Penalty: 3990.770752
	Iteration 11Q: 3 clusters Score -388409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -388419.406250 Penalty: 3990.770752
	Iteration 12Q: 3 clusters Score -388419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -388430.031250 Penalty: 3990.770752
	Iteration 13Q: 3 clusters Score -388430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -388445.812500 Penalty: 3990.770752
	Iteration 14Q: 3 clusters Score -388445.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -388460.906250 Penalty: 3990.770752
	Iteration 15Q: 3 clusters Score -388460.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -388477.406250 Penalty: 3990.770752
	Iteration 16Q: 3 clusters Score -388477.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -388489.625000 Penalty: 3990.770752
	Iteration 17Q: 3 clusters Score -388489.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -388507.656250 Penalty: 3990.770752
	Iteration 18Q: 3 clusters Score -388507.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -388526.468750 Penalty: 3990.770752
	Iteration 19Q: 3 clusters Score -388526.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -388542.156250 Penalty: 3990.770752
	Iteration 20F: 3 clusters Score -388542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -388555.593750 Penalty: 3990.770752
	Iteration 21Q: 3 clusters Score -388555.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388575.875000 Penalty: 3990.770752
	Iteration 22Q: 3 clusters Score -388575.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -388590.812500 Penalty: 3990.770752
	Iteration 23Q: 3 clusters Score -388590.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -388610.406250 Penalty: 3990.770752
	Iteration 24Q: 3 clusters Score -388610.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -388624.343750 Penalty: 3990.770752
	Iteration 25Q: 3 clusters Score -388624.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -388639.250000 Penalty: 3990.770752
	Iteration 26Q: 3 clusters Score -388639.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -388653.500000 Penalty: 3990.770752
	Iteration 27Q: 3 clusters Score -388653.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -388669.218750 Penalty: 3990.770752
	Iteration 28Q: 3 clusters Score -388669.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -388689.125000 Penalty: 3990.770752
	Iteration 29Q: 3 clusters Score -388689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -388718.906250 Penalty: 3990.770752
	Iteration 30Q: 3 clusters Score -388718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -388744.375000 Penalty: 3990.770752
	Iteration 31Q: 3 clusters Score -388744.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -388773.375000 Penalty: 3990.770752
	Iteration 32Q: 3 clusters Score -388773.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -388798.406250 Penalty: 3990.770752
	Iteration 33Q: 3 clusters Score -388798.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -388819.406250 Penalty: 3990.770752
	Iteration 34Q: 3 clusters Score -388819.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -388841.812500 Penalty: 3990.770752
	Iteration 35Q: 3 clusters Score -388841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -388865.062500 Penalty: 3990.770752
	Iteration 36Q: 3 clusters Score -388865.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -388885.468750 Penalty: 3990.770752
	Iteration 37Q: 3 clusters Score -388885.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -388904.656250 Penalty: 3990.770752
	Iteration 38Q: 3 clusters Score -388904.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388924.437500 Penalty: 3990.770752
	Iteration 39Q: 3 clusters Score -388924.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -388935.156250 Penalty: 3990.770752
	Iteration 40F: 3 clusters Score -388935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -388942.031250 Penalty: 3990.770752
	Iteration 41Q: 3 clusters Score -388942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -388946.875000 Penalty: 3990.770752
	Iteration 42Q: 3 clusters Score -388946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -388947.812500 Penalty: 3990.770752
	Iteration 43Q: 3 clusters Score -388947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388948.687500 Penalty: 3990.770752
	Iteration 44Q: 3 clusters Score -388948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388950.562500 Penalty: 3990.770752
	Iteration 45Q: 3 clusters Score -388950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -388951.531250 Penalty: 3990.770752
	Iteration 46Q: 3 clusters Score -388951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388952.968750 Penalty: 3990.770752
	Iteration 47Q: 3 clusters Score -388953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -388955.031250 Penalty: 3990.770752
	Iteration 48Q: 3 clusters Score -388955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -388959.156250 Penalty: 3990.770752
	Iteration 49Q: 3 clusters Score -388959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -388963.125000 Penalty: 3990.770752
	Iteration 50Q: 3 clusters Score -388963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -388967.281250 Penalty: 3990.770752
	Iteration 51Q: 3 clusters Score -388967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -388972.125000 Penalty: 3990.770752
	Iteration 52Q: 3 clusters Score -388972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -388976.406250 Penalty: 3990.770752
	Iteration 53Q: 3 clusters Score -388976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -388981.281250 Penalty: 3990.770752
	Iteration 54Q: 3 clusters Score -388981.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -388988.531250 Penalty: 3990.770752
	Iteration 55Q: 3 clusters Score -388988.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -388995.375000 Penalty: 3990.770752
	Iteration 56Q: 3 clusters Score -388995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -388999.750000 Penalty: 3990.770752
	Iteration 57Q: 3 clusters Score -388999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -389004.468750 Penalty: 3990.770752
	Iteration 58Q: 3 clusters Score -389004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -389008.406250 Penalty: 3990.770752
	Iteration 59Q: 3 clusters Score -389008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -389012.937500 Penalty: 3990.770752
	Iteration 60F: 3 clusters Score -389012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -389015.531250 Penalty: 3990.770752
	Iteration 61Q: 3 clusters Score -389015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -389015.906250 Penalty: 3990.770752
	Iteration 62Q: 3 clusters Score -389015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -389015.937500 Penalty: 3990.770752
	Iteration 63Q: 3 clusters Score -389015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -389017.593750 Penalty: 3990.770752
	Iteration 64Q: 3 clusters Score -389017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -389021.187500 Penalty: 3990.770752
	Iteration 65Q: 3 clusters Score -389021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -389022.812500 Penalty: 3990.770752
	Iteration 66Q: 3 clusters Score -389022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389025.906250 Penalty: 3990.770752
	Iteration 67Q: 3 clusters Score -389025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389027.562500 Penalty: 3990.770752
	Iteration 68Q: 3 clusters Score -389027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -389030.125000 Penalty: 3990.770752
	Iteration 69Q: 3 clusters Score -389030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -389032.500000 Penalty: 3990.770752
	Iteration 70Q: 3 clusters Score -389032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -389033.656250 Penalty: 3990.770752
	Iteration 71Q: 3 clusters Score -389033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -389035.218750 Penalty: 3990.770752
	Iteration 72Q: 3 clusters Score -389035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -389035.218750 Penalty: 3990.770752
	Iteration 73F: 3 clusters Score -389035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Entering Unmasked Estep 
Score: -3297601.500000 Penalty: 2530.500000
	Iteration 0F: 2 clusters Score -3297602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3278915.750000 Penalty: 5061.000000
	Iteration 0F: 3 clusters Score -3278916 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3285874.750000 Penalty: 5061.000000
	Iteration 1F: 3 clusters Score -3285875 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3286822.500000 Penalty: 5061.000000
	Iteration 2F: 3 clusters Score -3286822 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3288192.500000 Penalty: 5061.000000
	Iteration 3F: 3 clusters Score -3288192 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3289749.500000 Penalty: 5061.000000
	Iteration 4F: 3 clusters Score -3289750 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3291311.250000 Penalty: 5061.000000
	Iteration 5F: 3 clusters Score -3291311 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3292637.250000 Penalty: 5061.000000
	Iteration 6F: 3 clusters Score -3292637 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3293685.000000 Penalty: 5061.000000
	Iteration 7F: 3 clusters Score -3293685 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3294335.250000 Penalty: 5061.000000
	Iteration 8Q: 3 clusters Score -3294335 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3294725.000000 Penalty: 5061.000000
	Iteration 9Q: 3 clusters Score -3294725 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3295033.250000 Penalty: 5061.000000
	Iteration 10Q: 3 clusters Score -3295033 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3295255.250000 Penalty: 5061.000000
	Iteration 11Q: 3 clusters Score -3295255 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3295446.500000 Penalty: 5061.000000
	Iteration 12Q: 3 clusters Score -3295446 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3295587.500000 Penalty: 5061.000000
	Iteration 13Q: 3 clusters Score -3295588 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3295683.000000 Penalty: 5061.000000
	Iteration 14Q: 3 clusters Score -3295683 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3295757.000000 Penalty: 5061.000000
	Iteration 15Q: 3 clusters Score -3295757 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3295821.500000 Penalty: 5061.000000
	Iteration 16Q: 3 clusters Score -3295822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3295871.250000 Penalty: 5061.000000
	Iteration 17Q: 3 clusters Score -3295871 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3295922.500000 Penalty: 5061.000000
	Iteration 18Q: 3 clusters Score -3295922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3295955.750000 Penalty: 5061.000000
	Iteration 19Q: 3 clusters Score -3295956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3296003.000000 Penalty: 5061.000000
	Iteration 20F: 3 clusters Score -3296003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3296041.000000 Penalty: 5061.000000
	Iteration 21Q: 3 clusters Score -3296041 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3296083.750000 Penalty: 5061.000000
	Iteration 22Q: 3 clusters Score -3296084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3296110.000000 Penalty: 5061.000000
	Iteration 23Q: 3 clusters Score -3296110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3296127.000000 Penalty: 5061.000000
	Iteration 24Q: 3 clusters Score -3296127 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3296157.250000 Penalty: 5061.000000
	Iteration 25Q: 3 clusters Score -3296157 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3296175.250000 Penalty: 5061.000000
	Iteration 26Q: 3 clusters Score -3296175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3296194.250000 Penalty: 5061.000000
	Iteration 27Q: 3 clusters Score -3296194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3296200.250000 Penalty: 5061.000000
	Iteration 28Q: 3 clusters Score -3296200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3296215.000000 Penalty: 5061.000000
	Iteration 29Q: 3 clusters Score -3296215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3296227.500000 Penalty: 5061.000000
	Iteration 30Q: 3 clusters Score -3296228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3296241.750000 Penalty: 5061.000000
	Iteration 31Q: 3 clusters Score -3296242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3296249.500000 Penalty: 5061.000000
	Iteration 32Q: 3 clusters Score -3296250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3296249.250000 Penalty: 5061.000000
	Iteration 33Q: 3 clusters Score -3296249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3296254.000000 Penalty: 5061.000000
	Iteration 34Q: 3 clusters Score -3296254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3296254.250000 Penalty: 5061.000000
	Iteration 35Q: 3 clusters Score -3296254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3296260.000000 Penalty: 5061.000000
	Iteration 36Q: 3 clusters Score -3296260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3296262.500000 Penalty: 5061.000000
	Iteration 37Q: 3 clusters Score -3296262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3296282.750000 Penalty: 5061.000000
	Iteration 38Q: 3 clusters Score -3296283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3296282.500000 Penalty: 5061.000000
	Iteration 39Q: 3 clusters Score -3296282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3296295.250000 Penalty: 5061.000000
	Iteration 40F: 3 clusters Score -3296295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3296290.000000 Penalty: 5061.000000
	Iteration 41Q: 3 clusters Score -3296290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3296296.500000 Penalty: 5061.000000
	Iteration 42Q: 3 clusters Score -3296296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3296299.500000 Penalty: 5061.000000
	Iteration 43Q: 3 clusters Score -3296300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3296300.250000 Penalty: 5061.000000
	Iteration 44Q: 3 clusters Score -3296300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3296304.000000 Penalty: 5061.000000
	Iteration 45Q: 3 clusters Score -3296304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3296296.500000 Penalty: 5061.000000
	Iteration 46Q: 3 clusters Score -3296296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3296301.750000 Penalty: 5061.000000
	Iteration 47Q: 3 clusters Score -3296302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3296303.750000 Penalty: 5061.000000
	Iteration 48Q: 3 clusters Score -3296304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3296313.000000 Penalty: 5061.000000
	Iteration 49Q: 3 clusters Score -3296313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3296326.250000 Penalty: 5061.000000
	Iteration 50Q: 3 clusters Score -3296326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3296323.750000 Penalty: 5061.000000
	Iteration 51Q: 3 clusters Score -3296324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3296326.000000 Penalty: 5061.000000
	Iteration 52Q: 3 clusters Score -3296326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3296325.250000 Penalty: 5061.000000
	Iteration 53Q: 3 clusters Score -3296325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3296330.500000 Penalty: 5061.000000
	Iteration 54Q: 3 clusters Score -3296330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3296325.750000 Penalty: 5061.000000
	Iteration 55Q: 3 clusters Score -3296326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3296322.000000 Penalty: 5061.000000
	Iteration 56Q: 3 clusters Score -3296322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3296331.750000 Penalty: 5061.000000
	Iteration 57Q: 3 clusters Score -3296332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3296325.250000 Penalty: 5061.000000
	Iteration 58Q: 3 clusters Score -3296325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3296329.750000 Penalty: 5061.000000
	Iteration 59Q: 3 clusters Score -3296330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3296336.500000 Penalty: 5061.000000
	Iteration 60F: 3 clusters Score -3296336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3296336.250000 Penalty: 5061.000000
	Iteration 61Q: 3 clusters Score -3296336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3296328.000000 Penalty: 5061.000000
	Iteration 62Q: 3 clusters Score -3296328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3296331.750000 Penalty: 5061.000000
	Iteration 63Q: 3 clusters Score -3296332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3296335.250000 Penalty: 5061.000000
	Iteration 64Q: 3 clusters Score -3296335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3296329.500000 Penalty: 5061.000000
	Iteration 65Q: 3 clusters Score -3296330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3296331.750000 Penalty: 5061.000000
	Iteration 66Q: 3 clusters Score -3296332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3296332.000000 Penalty: 5061.000000
	Iteration 67Q: 3 clusters Score -3296332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3296327.500000 Penalty: 5061.000000
	Iteration 68Q: 3 clusters Score -3296328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3296323.250000 Penalty: 5061.000000
	Iteration 69Q: 3 clusters Score -3296323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3296336.000000 Penalty: 5061.000000
	Iteration 70Q: 3 clusters Score -3296336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3296336.500000 Penalty: 5061.000000
	Iteration 71Q: 3 clusters Score -3296336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3296339.250000 Penalty: 5061.000000
	Iteration 72Q: 3 clusters Score -3296339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3296334.500000 Penalty: 5061.000000
	Iteration 73Q: 3 clusters Score -3296334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3296347.250000 Penalty: 5061.000000
	Iteration 74Q: 3 clusters Score -3296347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3296346.750000 Penalty: 5061.000000
	Iteration 75Q: 3 clusters Score -3296347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3296345.250000 Penalty: 5061.000000
	Iteration 76Q: 3 clusters Score -3296345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3296354.500000 Penalty: 5061.000000
	Iteration 77Q: 3 clusters Score -3296354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3296356.500000 Penalty: 5061.000000
	Iteration 78Q: 3 clusters Score -3296356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3296360.250000 Penalty: 5061.000000
	Iteration 79Q: 3 clusters Score -3296360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3296358.250000 Penalty: 5061.000000
	Iteration 80F: 3 clusters Score -3296358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3296359.750000 Penalty: 5061.000000
	Iteration 81Q: 3 clusters Score -3296360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3296364.250000 Penalty: 5061.000000
	Iteration 82Q: 3 clusters Score -3296364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3296368.750000 Penalty: 5061.000000
	Iteration 83Q: 3 clusters Score -3296369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3296378.750000 Penalty: 5061.000000
	Iteration 84Q: 3 clusters Score -3296379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3296371.500000 Penalty: 5061.000000
	Iteration 85Q: 3 clusters Score -3296372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3296378.250000 Penalty: 5061.000000
	Iteration 86Q: 3 clusters Score -3296378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3296370.250000 Penalty: 5061.000000
	Iteration 87Q: 3 clusters Score -3296370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3296374.250000 Penalty: 5061.000000
	Iteration 88Q: 3 clusters Score -3296374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3296380.750000 Penalty: 5061.000000
	Iteration 89Q: 3 clusters Score -3296381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3296384.750000 Penalty: 5061.000000
	Iteration 90Q: 3 clusters Score -3296385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3296392.500000 Penalty: 5061.000000
	Iteration 91Q: 3 clusters Score -3296392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3296399.250000 Penalty: 5061.000000
	Iteration 92Q: 3 clusters Score -3296399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3296397.750000 Penalty: 5061.000000
	Iteration 93Q: 3 clusters Score -3296398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3296397.250000 Penalty: 5061.000000
	Iteration 94Q: 3 clusters Score -3296397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3296401.750000 Penalty: 5061.000000
	Iteration 95Q: 3 clusters Score -3296402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3296397.000000 Penalty: 5061.000000
	Iteration 96Q: 3 clusters Score -3296397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3296394.000000 Penalty: 5061.000000
	Iteration 97Q: 3 clusters Score -3296394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3296397.500000 Penalty: 5061.000000
	Iteration 98Q: 3 clusters Score -3296398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3296397.500000 Penalty: 5061.000000
	Iteration 99F: 3 clusters Score -3296398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -47248.363281 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -47248.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45788.210938 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -45788.21 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46224.660156 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -46224.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46395.917969 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -46395.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46467.093750 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -46467.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46513.878906 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -46513.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46538.773438 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -46538.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46555.066406 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -46555.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46575.992188 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -46575.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46599.871094 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -46599.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46624.023438 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -46624.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46642.125000 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -46642.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46681.210938 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -46681.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46777.226562 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -46777.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46921.656250 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -46921.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47056.050781 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -47056.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47213.207031 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -47213.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47356.218750 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -47356.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47557.949219 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -47557.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47713.429688 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -47713.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47783.250000 Penalty: 3096.142822
	Iteration 19Q: 3 clusters Score -47783.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47869.937500 Penalty: 3096.142822
	Iteration 20F: 3 clusters Score -47869.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47943.390625 Penalty: 3096.142822
	Iteration 21Q: 3 clusters Score -47943.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47956.250000 Penalty: 3096.142822
	Iteration 22Q: 3 clusters Score -47956.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47975.988281 Penalty: 3096.142822
	Iteration 23Q: 3 clusters Score -47975.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47990.054688 Penalty: 3096.142822
	Iteration 24Q: 3 clusters Score -47990.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47994.058594 Penalty: 3096.142822
	Iteration 25F: 3 clusters Score -47994.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47997.714844 Penalty: 3096.142822
	Iteration 26Q: 3 clusters Score -47997.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48001.406250 Penalty: 3096.142822
	Iteration 27Q: 3 clusters Score -48001.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48001.406250 Penalty: 3096.142822
	Iteration 28F: 3 clusters Score -48001.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 242 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 272 members 
Entering Unmasked Estep 
Score: -134487216.000000 Penalty: 245151.562500
Splitting cluster 29 changes total score from -134488512.000000 to -134487216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Entering Unmasked Estep 
Score: -1427491.000000 Penalty: 2318.220947
	Iteration 0F: 2 clusters Score -1427491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1418830.250000 Penalty: 4636.441895
	Iteration 0F: 3 clusters Score -1418830 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1421359.750000 Penalty: 4636.441895
	Iteration 1F: 3 clusters Score -1421360 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1421670.250000 Penalty: 4636.441895
	Iteration 2F: 3 clusters Score -1421670 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1421930.875000 Penalty: 4636.441895
	Iteration 3F: 3 clusters Score -1421931 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1422180.875000 Penalty: 4636.441895
	Iteration 4Q: 3 clusters Score -1422181 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1422457.375000 Penalty: 4636.441895
	Iteration 5Q: 3 clusters Score -1422457 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1422757.250000 Penalty: 4636.441895
	Iteration 6Q: 3 clusters Score -1422757 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1423089.500000 Penalty: 4636.441895
	Iteration 7Q: 3 clusters Score -1423090 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1423463.125000 Penalty: 4636.441895
	Iteration 8F: 3 clusters Score -1423463 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1423820.125000 Penalty: 4636.441895
	Iteration 9Q: 3 clusters Score -1423820 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1424157.125000 Penalty: 4636.441895
	Iteration 10Q: 3 clusters Score -1424157 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1424467.625000 Penalty: 4636.441895
	Iteration 11Q: 3 clusters Score -1424468 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1424677.125000 Penalty: 4636.441895
	Iteration 12Q: 3 clusters Score -1424677 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1424822.500000 Penalty: 4636.441895
	Iteration 13Q: 3 clusters Score -1424822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1424939.000000 Penalty: 4636.441895
	Iteration 14Q: 3 clusters Score -1424939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1425022.875000 Penalty: 4636.441895
	Iteration 15Q: 3 clusters Score -1425023 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1425106.375000 Penalty: 4636.441895
	Iteration 16Q: 3 clusters Score -1425106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1425191.500000 Penalty: 4636.441895
	Iteration 17Q: 3 clusters Score -1425192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1425239.250000 Penalty: 4636.441895
	Iteration 18Q: 3 clusters Score -1425239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1425293.375000 Penalty: 4636.441895
	Iteration 19Q: 3 clusters Score -1425293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1425325.375000 Penalty: 4636.441895
	Iteration 20F: 3 clusters Score -1425325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1425355.250000 Penalty: 4636.441895
	Iteration 21Q: 3 clusters Score -1425355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1425380.125000 Penalty: 4636.441895
	Iteration 22Q: 3 clusters Score -1425380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1425403.125000 Penalty: 4636.441895
	Iteration 23Q: 3 clusters Score -1425403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1425421.000000 Penalty: 4636.441895
	Iteration 24Q: 3 clusters Score -1425421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1425437.000000 Penalty: 4636.441895
	Iteration 25Q: 3 clusters Score -1425437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1425453.875000 Penalty: 4636.441895
	Iteration 26Q: 3 clusters Score -1425454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1425465.375000 Penalty: 4636.441895
	Iteration 27Q: 3 clusters Score -1425465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1425470.625000 Penalty: 4636.441895
	Iteration 28Q: 3 clusters Score -1425471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1425473.625000 Penalty: 4636.441895
	Iteration 29Q: 3 clusters Score -1425474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1425475.875000 Penalty: 4636.441895
	Iteration 30Q: 3 clusters Score -1425476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1425479.500000 Penalty: 4636.441895
	Iteration 31Q: 3 clusters Score -1425480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1425484.000000 Penalty: 4636.441895
	Iteration 32Q: 3 clusters Score -1425484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1425488.125000 Penalty: 4636.441895
	Iteration 33Q: 3 clusters Score -1425488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1425489.125000 Penalty: 4636.441895
	Iteration 34Q: 3 clusters Score -1425489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1425489.125000 Penalty: 4636.441895
	Iteration 35F: 3 clusters Score -1425489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -276387.593750 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -276387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273591.812500 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -273591.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274208.531250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -274208.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274423.218750 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -274423.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -274575.656250 Penalty: 3837.857666
	Iteration 3F: 3 clusters Score -274575.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274677.937500 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -274677.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -274775.343750 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -274775.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274914.187500 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -274914.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -275050.437500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -275050.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -275168.343750 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -275168.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -275242.468750 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -275242.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -275288.593750 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -275288.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -275316.500000 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -275316.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -275333.625000 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -275333.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -275344.437500 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -275344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -275351.531250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -275351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275358.437500 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -275358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -275360.531250 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -275360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275361.593750 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -275361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275361.593750 Penalty: 3837.857666
	Iteration 18F: 3 clusters Score -275361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Entering Unmasked Estep 
Score: -8405384.000000 Penalty: 2760.794434
	Iteration 0F: 2 clusters Score -8405384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -8359593.500000 Penalty: 5521.588867
	Iteration 0F: 3 clusters Score -8359594 nChanged 31962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -8377533.500000 Penalty: 5521.588867
	Iteration 1F: 3 clusters Score -8377534 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -8378213.500000 Penalty: 5521.588867
	Iteration 2Q: 3 clusters Score -8378214 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -8379003.000000 Penalty: 5521.588867
	Iteration 3Q: 3 clusters Score -8379003 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8380014.500000 Penalty: 5521.588867
	Iteration 4Q: 3 clusters Score -8380014 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8381525.000000 Penalty: 5521.588867
	Iteration 5Q: 3 clusters Score -8381525 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8383779.500000 Penalty: 5521.588867
	Iteration 6F: 3 clusters Score -8383780 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -8387169.000000 Penalty: 5521.588867
	Iteration 7F: 3 clusters Score -8387169 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -8391486.000000 Penalty: 5521.588867
	Iteration 8F: 3 clusters Score -8391486 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -8395913.000000 Penalty: 5521.588867
	Iteration 9F: 3 clusters Score -8395913 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8399434.000000 Penalty: 5521.588867
	Iteration 10F: 3 clusters Score -8399434 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -8401355.000000 Penalty: 5521.588867
	Iteration 11Q: 3 clusters Score -8401355 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -8402238.000000 Penalty: 5521.588867
	Iteration 12Q: 3 clusters Score -8402238 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -8402572.000000 Penalty: 5521.588867
	Iteration 13Q: 3 clusters Score -8402572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -8402749.000000 Penalty: 5521.588867
	Iteration 14Q: 3 clusters Score -8402749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8402848.000000 Penalty: 5521.588867
	Iteration 15Q: 3 clusters Score -8402848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -8402904.000000 Penalty: 5521.588867
	Iteration 16Q: 3 clusters Score -8402904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8402946.000000 Penalty: 5521.588867
	Iteration 17Q: 3 clusters Score -8402946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -8402968.000000 Penalty: 5521.588867
	Iteration 18Q: 3 clusters Score -8402968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -8402972.000000 Penalty: 5521.588867
	Iteration 19Q: 3 clusters Score -8402972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -8402971.000000 Penalty: 5521.588867
	Iteration 20F: 3 clusters Score -8402971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -8402981.000000 Penalty: 5521.588867
	Iteration 21Q: 3 clusters Score -8402981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -8402988.000000 Penalty: 5521.588867
	Iteration 22Q: 3 clusters Score -8402988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -8402989.000000 Penalty: 5521.588867
	Iteration 23Q: 3 clusters Score -8402989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -8402995.000000 Penalty: 5521.588867
	Iteration 24Q: 3 clusters Score -8402995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -8403002.000000 Penalty: 5521.588867
	Iteration 25Q: 3 clusters Score -8403002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -8403001.000000 Penalty: 5521.588867
	Iteration 26Q: 3 clusters Score -8403001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -8403001.000000 Penalty: 5521.588867
	Iteration 27F: 3 clusters Score -8403001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -361631.468750 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -361631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -358446.281250 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -358446.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -359041.343750 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -359041.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -359188.968750 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -359189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -359274.843750 Penalty: 3941.697754
	Iteration 3Q: 3 clusters Score -359274.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -359324.656250 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -359324.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -359361.875000 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -359361.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359390.875000 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -359390.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -359409.875000 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -359409.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -359433.250000 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -359433.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359452.812500 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -359452.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -359466.531250 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -359466.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -359480.437500 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -359480.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -359491.156250 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -359491.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -359502.437500 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -359502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -359513.875000 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -359513.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -359522.906250 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -359522.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359529.125000 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -359529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -359531.625000 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -359531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -359534.031250 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -359534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -359536.625000 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -359536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -359538.656250 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -359538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -359540.500000 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -359540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359541.656250 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -359541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -359543.000000 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -359543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -359542.375000 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -359542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -359543.312500 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -359543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -359543.312500 Penalty: 3941.697754
	Iteration 26F: 3 clusters Score -359543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Entering Unmasked Estep 
Score: -4406321.000000 Penalty: 2597.569824
	Iteration 0F: 2 clusters Score -4406321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4382263.000000 Penalty: 5195.139648
	Iteration 0F: 3 clusters Score -4382263 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4391333.000000 Penalty: 5195.139648
	Iteration 1F: 3 clusters Score -4391333 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4392041.000000 Penalty: 5195.139648
	Iteration 2F: 3 clusters Score -4392041 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4392714.000000 Penalty: 5195.139648
	Iteration 3Q: 3 clusters Score -4392714 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4393377.000000 Penalty: 5195.139648
	Iteration 4Q: 3 clusters Score -4393377 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4394054.500000 Penalty: 5195.139648
	Iteration 5Q: 3 clusters Score -4394054 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4394811.500000 Penalty: 5195.139648
	Iteration 6Q: 3 clusters Score -4394812 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4395798.500000 Penalty: 5195.139648
	Iteration 7F: 3 clusters Score -4395798 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4396967.500000 Penalty: 5195.139648
	Iteration 8F: 3 clusters Score -4396968 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4398321.000000 Penalty: 5195.139648
	Iteration 9F: 3 clusters Score -4398321 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4399861.500000 Penalty: 5195.139648
	Iteration 10F: 3 clusters Score -4399862 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4401395.500000 Penalty: 5195.139648
	Iteration 11F: 3 clusters Score -4401396 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4402666.000000 Penalty: 5195.139648
	Iteration 12Q: 3 clusters Score -4402666 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4403531.500000 Penalty: 5195.139648
	Iteration 13Q: 3 clusters Score -4403532 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4404152.500000 Penalty: 5195.139648
	Iteration 14Q: 3 clusters Score -4404152 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4404566.000000 Penalty: 5195.139648
	Iteration 15Q: 3 clusters Score -4404566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4404836.000000 Penalty: 5195.139648
	Iteration 16Q: 3 clusters Score -4404836 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4405033.000000 Penalty: 5195.139648
	Iteration 17Q: 3 clusters Score -4405033 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4405171.000000 Penalty: 5195.139648
	Iteration 18Q: 3 clusters Score -4405171 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4405227.500000 Penalty: 5195.139648
	Iteration 19Q: 3 clusters Score -4405228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4405271.500000 Penalty: 5195.139648
	Iteration 20F: 3 clusters Score -4405272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4405307.500000 Penalty: 5195.139648
	Iteration 21Q: 3 clusters Score -4405308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4405338.000000 Penalty: 5195.139648
	Iteration 22Q: 3 clusters Score -4405338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4405339.000000 Penalty: 5195.139648
	Iteration 23Q: 3 clusters Score -4405339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4405345.500000 Penalty: 5195.139648
	Iteration 24Q: 3 clusters Score -4405346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4405358.500000 Penalty: 5195.139648
	Iteration 25Q: 3 clusters Score -4405358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4405363.500000 Penalty: 5195.139648
	Iteration 26Q: 3 clusters Score -4405364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4405362.500000 Penalty: 5195.139648
	Iteration 27Q: 3 clusters Score -4405362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4405366.500000 Penalty: 5195.139648
	Iteration 28Q: 3 clusters Score -4405366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4405377.500000 Penalty: 5195.139648
	Iteration 29Q: 3 clusters Score -4405378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4405374.500000 Penalty: 5195.139648
	Iteration 30Q: 3 clusters Score -4405374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4405373.000000 Penalty: 5195.139648
	Iteration 31Q: 3 clusters Score -4405373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4405378.000000 Penalty: 5195.139648
	Iteration 32Q: 3 clusters Score -4405378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4405380.000000 Penalty: 5195.139648
	Iteration 33Q: 3 clusters Score -4405380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4405393.000000 Penalty: 5195.139648
	Iteration 34Q: 3 clusters Score -4405393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4405394.000000 Penalty: 5195.139648
	Iteration 35Q: 3 clusters Score -4405394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4405402.000000 Penalty: 5195.139648
	Iteration 36Q: 3 clusters Score -4405402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4405396.500000 Penalty: 5195.139648
	Iteration 37Q: 3 clusters Score -4405396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4405419.000000 Penalty: 5195.139648
	Iteration 38Q: 3 clusters Score -4405419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4405428.500000 Penalty: 5195.139648
	Iteration 39Q: 3 clusters Score -4405428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4405436.500000 Penalty: 5195.139648
	Iteration 40F: 3 clusters Score -4405436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4405444.000000 Penalty: 5195.139648
	Iteration 41Q: 3 clusters Score -4405444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4405442.500000 Penalty: 5195.139648
	Iteration 42Q: 3 clusters Score -4405442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4405446.500000 Penalty: 5195.139648
	Iteration 43Q: 3 clusters Score -4405446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4405455.500000 Penalty: 5195.139648
	Iteration 44Q: 3 clusters Score -4405456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4405459.500000 Penalty: 5195.139648
	Iteration 45Q: 3 clusters Score -4405460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4405460.500000 Penalty: 5195.139648
	Iteration 46Q: 3 clusters Score -4405460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4405462.000000 Penalty: 5195.139648
	Iteration 47Q: 3 clusters Score -4405462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4405462.500000 Penalty: 5195.139648
	Iteration 48Q: 3 clusters Score -4405462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4405459.000000 Penalty: 5195.139648
	Iteration 49Q: 3 clusters Score -4405459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4405460.500000 Penalty: 5195.139648
	Iteration 50Q: 3 clusters Score -4405460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4405462.000000 Penalty: 5195.139648
	Iteration 51Q: 3 clusters Score -4405462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4405467.500000 Penalty: 5195.139648
	Iteration 52Q: 3 clusters Score -4405468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4405467.500000 Penalty: 5195.139648
	Iteration 53F: 3 clusters Score -4405468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -77972.687500 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -77972.69 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 258 members 
Entering Unmasked Estep 
Score: -76478.367188 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -76478.37 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76701.140625 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -76701.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76803.468750 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -76803.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76922.914062 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -76922.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76985.531250 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -76985.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77039.656250 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -77039.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77125.835938 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -77125.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77262.859375 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -77262.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77321.101562 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -77321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77382.968750 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -77382.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77409.781250 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -77409.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77426.414062 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -77426.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -77436.476562 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -77436.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77447.054688 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -77447.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -77453.226562 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -77453.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -77455.648438 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -77455.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -77465.718750 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -77465.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -77465.718750 Penalty: 3099.987793
	Iteration 17F: 3 clusters Score -77465.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1559382.000000 Penalty: 2338.808594
	Iteration 0F: 2 clusters Score -1559382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1550096.125000 Penalty: 4677.617188
	Iteration 0F: 3 clusters Score -1550096 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1552923.500000 Penalty: 4677.617188
	Iteration 1F: 3 clusters Score -1552924 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1553220.625000 Penalty: 4677.617188
	Iteration 2F: 3 clusters Score -1553221 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1553451.000000 Penalty: 4677.617188
	Iteration 3Q: 3 clusters Score -1553451 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1553667.250000 Penalty: 4677.617188
	Iteration 4Q: 3 clusters Score -1553667 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1553841.625000 Penalty: 4677.617188
	Iteration 5Q: 3 clusters Score -1553842 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1554019.500000 Penalty: 4677.617188
	Iteration 6Q: 3 clusters Score -1554020 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1554217.375000 Penalty: 4677.617188
	Iteration 7Q: 3 clusters Score -1554217 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1554423.125000 Penalty: 4677.617188
	Iteration 8Q: 3 clusters Score -1554423 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1554620.875000 Penalty: 4677.617188
	Iteration 9Q: 3 clusters Score -1554621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1554820.750000 Penalty: 4677.617188
	Iteration 10Q: 3 clusters Score -1554821 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1555023.750000 Penalty: 4677.617188
	Iteration 11Q: 3 clusters Score -1555024 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1555236.250000 Penalty: 4677.617188
	Iteration 12Q: 3 clusters Score -1555236 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1555446.000000 Penalty: 4677.617188
	Iteration 13Q: 3 clusters Score -1555446 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1555642.000000 Penalty: 4677.617188
	Iteration 14Q: 3 clusters Score -1555642 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1555820.000000 Penalty: 4677.617188
	Iteration 15Q: 3 clusters Score -1555820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1555965.625000 Penalty: 4677.617188
	Iteration 16Q: 3 clusters Score -1555966 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1556093.750000 Penalty: 4677.617188
	Iteration 17Q: 3 clusters Score -1556094 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1556208.750000 Penalty: 4677.617188
	Iteration 18Q: 3 clusters Score -1556209 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1556312.750000 Penalty: 4677.617188
	Iteration 19Q: 3 clusters Score -1556313 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1556417.250000 Penalty: 4677.617188
	Iteration 20F: 3 clusters Score -1556417 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1556507.500000 Penalty: 4677.617188
	Iteration 21Q: 3 clusters Score -1556508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1556586.250000 Penalty: 4677.617188
	Iteration 22Q: 3 clusters Score -1556586 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1556663.625000 Penalty: 4677.617188
	Iteration 23Q: 3 clusters Score -1556664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1556731.375000 Penalty: 4677.617188
	Iteration 24Q: 3 clusters Score -1556731 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1556794.375000 Penalty: 4677.617188
	Iteration 25Q: 3 clusters Score -1556794 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1556849.375000 Penalty: 4677.617188
	Iteration 26Q: 3 clusters Score -1556849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1556907.000000 Penalty: 4677.617188
	Iteration 27Q: 3 clusters Score -1556907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1556960.625000 Penalty: 4677.617188
	Iteration 28Q: 3 clusters Score -1556961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1557010.875000 Penalty: 4677.617188
	Iteration 29Q: 3 clusters Score -1557011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1557063.625000 Penalty: 4677.617188
	Iteration 30Q: 3 clusters Score -1557064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1557107.375000 Penalty: 4677.617188
	Iteration 31Q: 3 clusters Score -1557107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1557141.500000 Penalty: 4677.617188
	Iteration 32Q: 3 clusters Score -1557142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1557174.875000 Penalty: 4677.617188
	Iteration 33Q: 3 clusters Score -1557175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1557207.750000 Penalty: 4677.617188
	Iteration 34Q: 3 clusters Score -1557208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1557236.875000 Penalty: 4677.617188
	Iteration 35Q: 3 clusters Score -1557237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1557259.000000 Penalty: 4677.617188
	Iteration 36Q: 3 clusters Score -1557259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1557286.750000 Penalty: 4677.617188
	Iteration 37Q: 3 clusters Score -1557287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1557307.375000 Penalty: 4677.617188
	Iteration 38Q: 3 clusters Score -1557307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1557315.125000 Penalty: 4677.617188
	Iteration 39Q: 3 clusters Score -1557315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1557325.875000 Penalty: 4677.617188
	Iteration 40F: 3 clusters Score -1557326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1557335.750000 Penalty: 4677.617188
	Iteration 41Q: 3 clusters Score -1557336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1557341.250000 Penalty: 4677.617188
	Iteration 42Q: 3 clusters Score -1557341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1557353.250000 Penalty: 4677.617188
	Iteration 43Q: 3 clusters Score -1557353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1557368.625000 Penalty: 4677.617188
	Iteration 44Q: 3 clusters Score -1557369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1557377.000000 Penalty: 4677.617188
	Iteration 45Q: 3 clusters Score -1557377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1557387.875000 Penalty: 4677.617188
	Iteration 46Q: 3 clusters Score -1557388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1557399.250000 Penalty: 4677.617188
	Iteration 47Q: 3 clusters Score -1557399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1557409.875000 Penalty: 4677.617188
	Iteration 48Q: 3 clusters Score -1557410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1557418.000000 Penalty: 4677.617188
	Iteration 49Q: 3 clusters Score -1557418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1557423.250000 Penalty: 4677.617188
	Iteration 50Q: 3 clusters Score -1557423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1557425.375000 Penalty: 4677.617188
	Iteration 51Q: 3 clusters Score -1557425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1557429.625000 Penalty: 4677.617188
	Iteration 52Q: 3 clusters Score -1557430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1557434.125000 Penalty: 4677.617188
	Iteration 53Q: 3 clusters Score -1557434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1557434.375000 Penalty: 4677.617188
	Iteration 54Q: 3 clusters Score -1557434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1557436.875000 Penalty: 4677.617188
	Iteration 55Q: 3 clusters Score -1557437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1557438.750000 Penalty: 4677.617188
	Iteration 56Q: 3 clusters Score -1557439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1557438.750000 Penalty: 4677.617188
	Iteration 57F: 3 clusters Score -1557439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -346960.468750 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -346960.5 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 1701 members 
Entering Unmasked Estep 
Score: -343461.750000 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -343461.8 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -344512.437500 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -344512.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -345001.312500 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -345001.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -345377.562500 Penalty: 4033.822510
	Iteration 3F: 3 clusters Score -345377.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -345767.156250 Penalty: 4033.822510
	Iteration 4F: 3 clusters Score -345767.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -346084.281250 Penalty: 4033.822510
	Iteration 5F: 3 clusters Score -346084.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -346331.781250 Penalty: 4033.822510
	Iteration 6F: 3 clusters Score -346331.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -346486.343750 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -346486.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346620.031250 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -346620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346710.656250 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -346710.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -346787.375000 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -346787.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -346845.187500 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -346845.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346907.375000 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -346907.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -346954.468750 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -346954.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347003.156250 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -347003.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -347039.843750 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -347039.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -347068.625000 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -347068.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -347089.500000 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -347089.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -347104.312500 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -347104.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -347112.656250 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -347112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -347121.656250 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -347121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -347131.187500 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -347131.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347143.656250 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -347143.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347151.906250 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -347151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -347158.812500 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -347158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -347164.312500 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -347164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -347168.375000 Penalty: 4033.822510
	Iteration 26Q: 3 clusters Score -347168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -347170.187500 Penalty: 4033.822510
	Iteration 27Q: 3 clusters Score -347170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -347172.218750 Penalty: 4033.822510
	Iteration 28Q: 3 clusters Score -347172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -347174.093750 Penalty: 4033.822510
	Iteration 29Q: 3 clusters Score -347174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -347175.125000 Penalty: 4033.822510
	Iteration 30Q: 3 clusters Score -347175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -347175.125000 Penalty: 4033.822510
	Iteration 31F: 3 clusters Score -347175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 1982 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 1422 members 
Entering Unmasked Estep 
Score: -134487280.000000 Penalty: 245151.562500
Splitting cluster 37 changes total score from -134488512.000000 to -134487280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -228502.937500 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -228502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -225973.875000 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -225973.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226437.937500 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -226437.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226588.812500 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -226588.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226680.703125 Penalty: 3742.250977
	Iteration 3Q: 3 clusters Score -226680.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226772.968750 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -226773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226819.906250 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -226819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226849.640625 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -226849.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -226877.421875 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -226877.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -226906.578125 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -226906.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -226935.046875 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -226935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -226969.156250 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -226969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227006.687500 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -227006.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227038.328125 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -227038.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -227076.734375 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -227076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227108.890625 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -227108.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227131.734375 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -227131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227147.671875 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -227147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227159.281250 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -227159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227164.234375 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -227164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227169.718750 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -227169.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -227178.687500 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -227178.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227185.046875 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -227185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227193.546875 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -227193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227201.171875 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -227201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -227209.156250 Penalty: 3742.250977
	Iteration 24Q: 3 clusters Score -227209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227213.937500 Penalty: 3742.250977
	Iteration 25Q: 3 clusters Score -227213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227221.375000 Penalty: 3742.250977
	Iteration 26Q: 3 clusters Score -227221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -227230.109375 Penalty: 3742.250977
	Iteration 27Q: 3 clusters Score -227230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227233.328125 Penalty: 3742.250977
	Iteration 28Q: 3 clusters Score -227233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227234.953125 Penalty: 3742.250977
	Iteration 29Q: 3 clusters Score -227235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -227236.859375 Penalty: 3742.250977
	Iteration 30Q: 3 clusters Score -227236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227238.312500 Penalty: 3742.250977
	Iteration 31Q: 3 clusters Score -227238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227239.765625 Penalty: 3742.250977
	Iteration 32Q: 3 clusters Score -227239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227241.593750 Penalty: 3742.250977
	Iteration 33Q: 3 clusters Score -227241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227241.593750 Penalty: 3742.250977
	Iteration 34F: 3 clusters Score -227241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -664830.500000 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -664830.5 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 2796 members 
Entering Unmasked Estep 
Score: -660075.750000 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -660075.8 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -661187.000000 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -661187 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -661425.187500 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -661425.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -661593.750000 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -661593.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -661760.125000 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -661760.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -661923.562500 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -661923.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -662069.625000 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -662069.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -662196.437500 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -662196.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -662303.312500 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -662303.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -662389.625000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -662389.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -662486.437500 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -662486.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -662581.125000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -662581.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -662671.812500 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -662671.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -662744.562500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -662744.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -662787.000000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -662787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -662825.750000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -662825.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -662857.687500 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -662857.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -662885.625000 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -662885.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -662904.250000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -662904.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -662921.687500 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -662921.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -662936.250000 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -662936.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -662954.125000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -662954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -662969.562500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -662969.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -662981.187500 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -662981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -662987.125000 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -662987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -662991.437500 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -662991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -662996.312500 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -662996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -663002.062500 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -663002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -663004.812500 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -663004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -663006.500000 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -663006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -663009.625000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -663009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -663009.937500 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -663009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -663014.125000 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -663014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -663018.187500 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -663018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -663021.875000 Penalty: 4271.801758
	Iteration 34Q: 3 clusters Score -663021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -663024.312500 Penalty: 4271.801758
	Iteration 35Q: 3 clusters Score -663024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -663027.000000 Penalty: 4271.801758
	Iteration 36Q: 3 clusters Score -663027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -663028.000000 Penalty: 4271.801758
	Iteration 37Q: 3 clusters Score -663028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -663030.250000 Penalty: 4271.801758
	Iteration 38Q: 3 clusters Score -663030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -663030.437500 Penalty: 4271.801758
	Iteration 39Q: 3 clusters Score -663030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -663031.562500 Penalty: 4271.801758
	Iteration 40F: 3 clusters Score -663031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -663033.125000 Penalty: 4271.801758
	Iteration 41Q: 3 clusters Score -663033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -663035.062500 Penalty: 4271.801758
	Iteration 42Q: 3 clusters Score -663035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -663036.312500 Penalty: 4271.801758
	Iteration 43Q: 3 clusters Score -663036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -663037.062500 Penalty: 4271.801758
	Iteration 44Q: 3 clusters Score -663037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -663037.437500 Penalty: 4271.801758
	Iteration 45Q: 3 clusters Score -663037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -663037.937500 Penalty: 4271.801758
	Iteration 46Q: 3 clusters Score -663037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -663037.875000 Penalty: 4271.801758
	Iteration 47Q: 3 clusters Score -663037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -663037.875000 Penalty: 4271.801758
	Iteration 48F: 3 clusters Score -663037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -1934261.750000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -1934262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1923055.375000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -1923055 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1926626.375000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -1926626 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1927050.250000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -1927050 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1927444.750000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -1927445 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1927801.625000 Penalty: 4788.479492
	Iteration 4F: 3 clusters Score -1927802 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1928173.750000 Penalty: 4788.479492
	Iteration 5Q: 3 clusters Score -1928174 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1928586.000000 Penalty: 4788.479492
	Iteration 6Q: 3 clusters Score -1928586 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1929121.250000 Penalty: 4788.479492
	Iteration 7F: 3 clusters Score -1929121 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1929778.000000 Penalty: 4788.479492
	Iteration 8F: 3 clusters Score -1929778 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1930456.625000 Penalty: 4788.479492
	Iteration 9F: 3 clusters Score -1930457 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1931048.875000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -1931049 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1931508.375000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -1931508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1931855.625000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -1931856 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1932063.000000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -1932063 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1932200.125000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -1932200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1932295.500000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -1932296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1932356.750000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -1932357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1932398.125000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -1932398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1932420.500000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -1932420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1932445.875000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -1932446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1932460.500000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -1932460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1932474.500000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -1932474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1932484.875000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -1932485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1932486.875000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -1932487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1932496.625000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -1932497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1932510.000000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -1932510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1932519.250000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -1932519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1932526.500000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -1932526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1932530.750000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -1932531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1932538.000000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -1932538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1932541.125000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -1932541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1932541.375000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -1932541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1932543.625000 Penalty: 4788.479492
	Iteration 32Q: 3 clusters Score -1932544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1932545.125000 Penalty: 4788.479492
	Iteration 33Q: 3 clusters Score -1932545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1932545.750000 Penalty: 4788.479492
	Iteration 34Q: 3 clusters Score -1932546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1932546.375000 Penalty: 4788.479492
	Iteration 35Q: 3 clusters Score -1932546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1932546.375000 Penalty: 4788.479492
	Iteration 36F: 3 clusters Score -1932546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -909127.500000 Penalty: 2213.578613
	Iteration 0F: 2 clusters Score -909127.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -903036.687500 Penalty: 4427.157227
	Iteration 0F: 3 clusters Score -903036.7 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -904762.125000 Penalty: 4427.157227
	Iteration 1F: 3 clusters Score -904762.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -905131.125000 Penalty: 4427.157227
	Iteration 2F: 3 clusters Score -905131.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -905530.687500 Penalty: 4427.157227
	Iteration 3F: 3 clusters Score -905530.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -906010.312500 Penalty: 4427.157227
	Iteration 4F: 3 clusters Score -906010.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -906532.000000 Penalty: 4427.157227
	Iteration 5F: 3 clusters Score -906532 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -906964.875000 Penalty: 4427.157227
	Iteration 6F: 3 clusters Score -906964.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -907277.062500 Penalty: 4427.157227
	Iteration 7F: 3 clusters Score -907277.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -907467.375000 Penalty: 4427.157227
	Iteration 8Q: 3 clusters Score -907467.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -907577.562500 Penalty: 4427.157227
	Iteration 9Q: 3 clusters Score -907577.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -907634.500000 Penalty: 4427.157227
	Iteration 10Q: 3 clusters Score -907634.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -907671.062500 Penalty: 4427.157227
	Iteration 11Q: 3 clusters Score -907671.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -907693.625000 Penalty: 4427.157227
	Iteration 12Q: 3 clusters Score -907693.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -907704.437500 Penalty: 4427.157227
	Iteration 13Q: 3 clusters Score -907704.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -907717.000000 Penalty: 4427.157227
	Iteration 14Q: 3 clusters Score -907717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -907722.500000 Penalty: 4427.157227
	Iteration 15Q: 3 clusters Score -907722.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -907726.812500 Penalty: 4427.157227
	Iteration 16Q: 3 clusters Score -907726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -907731.375000 Penalty: 4427.157227
	Iteration 17Q: 3 clusters Score -907731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -907734.062500 Penalty: 4427.157227
	Iteration 18Q: 3 clusters Score -907734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -907734.937500 Penalty: 4427.157227
	Iteration 19Q: 3 clusters Score -907734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -907737.187500 Penalty: 4427.157227
	Iteration 20F: 3 clusters Score -907737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -907737.687500 Penalty: 4427.157227
	Iteration 21Q: 3 clusters Score -907737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -907739.375000 Penalty: 4427.157227
	Iteration 22Q: 3 clusters Score -907739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -907738.312500 Penalty: 4427.157227
	Iteration 23Q: 3 clusters Score -907738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -907737.875000 Penalty: 4427.157227
	Iteration 24Q: 3 clusters Score -907737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -907738.062500 Penalty: 4427.157227
	Iteration 25Q: 3 clusters Score -907738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -907739.062500 Penalty: 4427.157227
	Iteration 26Q: 3 clusters Score -907739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -907739.312500 Penalty: 4427.157227
	Iteration 27Q: 3 clusters Score -907739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -907739.625000 Penalty: 4427.157227
	Iteration 28Q: 3 clusters Score -907739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -907740.937500 Penalty: 4427.157227
	Iteration 29Q: 3 clusters Score -907740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -907741.000000 Penalty: 4427.157227
	Iteration 30Q: 3 clusters Score -907741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -907741.500000 Penalty: 4427.157227
	Iteration 31Q: 3 clusters Score -907741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -907743.187500 Penalty: 4427.157227
	Iteration 32Q: 3 clusters Score -907743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -907743.187500 Penalty: 4427.157227
	Iteration 33F: 3 clusters Score -907743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -889516.687500 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -889516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -883580.000000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -883580 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -885072.062500 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -885072.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -885323.125000 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -885323.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -885499.000000 Penalty: 4408.275391
	Iteration 3F: 3 clusters Score -885499 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -885657.500000 Penalty: 4408.275391
	Iteration 4Q: 3 clusters Score -885657.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -885802.000000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -885802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -885963.875000 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -885963.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -886137.250000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -886137.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -886310.125000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -886310.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -886499.500000 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -886499.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -886700.375000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -886700.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -886925.562500 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -886925.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -887180.375000 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -887180.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -887457.687500 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -887457.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -887736.375000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -887736.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -887976.812500 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -887976.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -888165.562500 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -888165.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -888298.625000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -888298.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -888378.625000 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -888378.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -888434.437500 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -888434.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -888464.125000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -888464.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -888487.500000 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -888487.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -888506.937500 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -888506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -888516.187500 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -888516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -888523.375000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -888523.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -888526.500000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -888526.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -888532.062500 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -888532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -888534.562500 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -888534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -888539.125000 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -888539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -888542.625000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -888542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -888543.812500 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -888543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -888546.375000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -888546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -888547.125000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -888547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -888547.000000 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -888547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -888549.312500 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -888549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -888550.562500 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -888550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -888549.812500 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -888549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -888549.250000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -888549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -888549.250000 Penalty: 4408.275391
	Iteration 38F: 3 clusters Score -888549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -299068.593750 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -299068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296054.781250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -296054.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -296861.843750 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -296861.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297101.718750 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -297101.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297265.718750 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -297265.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -297398.968750 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -297399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -297525.062500 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -297525.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -297668.937500 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -297668.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -297761.375000 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -297761.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297829.375000 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -297829.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -297879.218750 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -297879.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297934.343750 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -297934.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -297961.718750 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -297961.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -297979.718750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -297979.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298005.437500 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -298005.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298036.062500 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -298036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -298055.968750 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -298056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -298072.437500 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -298072.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -298085.656250 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -298085.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -298100.093750 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -298100.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -298108.031250 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -298108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -298111.375000 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -298111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298113.031250 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -298113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298115.906250 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -298115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298118.125000 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -298118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298118.125000 Penalty: 3928.541504
	Iteration 24F: 3 clusters Score -298118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -404209.375000 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -404209.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -400762.843750 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -400762.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -401403.250000 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -401403.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -401572.812500 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -401572.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -401667.000000 Penalty: 4015.568115
	Iteration 3Q: 3 clusters Score -401667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401728.125000 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -401728.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401764.750000 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -401764.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -401796.593750 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -401796.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401820.531250 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -401820.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401837.656250 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -401837.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -401853.843750 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -401853.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401870.187500 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -401870.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -401885.281250 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -401885.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -401898.000000 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -401898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401903.812500 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -401903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401910.468750 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -401910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401916.156250 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -401916.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -401924.781250 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -401924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -401930.843750 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -401930.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -401937.468750 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -401937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -401944.906250 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -401944.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -401951.781250 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -401951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -401955.500000 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -401955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -401959.250000 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -401959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -401961.906250 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -401961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -401963.093750 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -401963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -401963.000000 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -401963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -401963.000000 Penalty: 4015.568115
	Iteration 26F: 3 clusters Score -401963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -593389.625000 Penalty: 2103.992920
	Iteration 0F: 2 clusters Score -593389.6 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 2444 members 
Entering Unmasked Estep 
Score: -589036.250000 Penalty: 4207.985840
	Iteration 0F: 3 clusters Score -589036.2 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -590134.562500 Penalty: 4207.985840
	Iteration 1F: 3 clusters Score -590134.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -590389.062500 Penalty: 4207.985840
	Iteration 2F: 3 clusters Score -590389.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -590565.687500 Penalty: 4207.985840
	Iteration 3F: 3 clusters Score -590565.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -590674.437500 Penalty: 4207.985840
	Iteration 4Q: 3 clusters Score -590674.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -590741.375000 Penalty: 4207.985840
	Iteration 5Q: 3 clusters Score -590741.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -590806.812500 Penalty: 4207.985840
	Iteration 6Q: 3 clusters Score -590806.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -590869.312500 Penalty: 4207.985840
	Iteration 7Q: 3 clusters Score -590869.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -590930.500000 Penalty: 4207.985840
	Iteration 8Q: 3 clusters Score -590930.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -590993.000000 Penalty: 4207.985840
	Iteration 9Q: 3 clusters Score -590993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -591069.437500 Penalty: 4207.985840
	Iteration 10Q: 3 clusters Score -591069.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -591132.312500 Penalty: 4207.985840
	Iteration 11Q: 3 clusters Score -591132.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -591185.500000 Penalty: 4207.985840
	Iteration 12Q: 3 clusters Score -591185.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -591233.437500 Penalty: 4207.985840
	Iteration 13Q: 3 clusters Score -591233.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -591277.375000 Penalty: 4207.985840
	Iteration 14Q: 3 clusters Score -591277.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -591307.812500 Penalty: 4207.985840
	Iteration 15Q: 3 clusters Score -591307.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591337.562500 Penalty: 4207.985840
	Iteration 16Q: 3 clusters Score -591337.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -591358.812500 Penalty: 4207.985840
	Iteration 17Q: 3 clusters Score -591358.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -591381.562500 Penalty: 4207.985840
	Iteration 18Q: 3 clusters Score -591381.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -591402.312500 Penalty: 4207.985840
	Iteration 19Q: 3 clusters Score -591402.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -591422.687500 Penalty: 4207.985840
	Iteration 20F: 3 clusters Score -591422.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -591441.437500 Penalty: 4207.985840
	Iteration 21Q: 3 clusters Score -591441.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -591458.062500 Penalty: 4207.985840
	Iteration 22Q: 3 clusters Score -591458.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -591469.937500 Penalty: 4207.985840
	Iteration 23Q: 3 clusters Score -591469.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -591481.812500 Penalty: 4207.985840
	Iteration 24Q: 3 clusters Score -591481.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -591491.062500 Penalty: 4207.985840
	Iteration 25Q: 3 clusters Score -591491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -591502.062500 Penalty: 4207.985840
	Iteration 26Q: 3 clusters Score -591502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591514.062500 Penalty: 4207.985840
	Iteration 27Q: 3 clusters Score -591514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -591526.312500 Penalty: 4207.985840
	Iteration 28Q: 3 clusters Score -591526.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -591538.000000 Penalty: 4207.985840
	Iteration 29Q: 3 clusters Score -591538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -591545.187500 Penalty: 4207.985840
	Iteration 30Q: 3 clusters Score -591545.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -591554.187500 Penalty: 4207.985840
	Iteration 31Q: 3 clusters Score -591554.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -591563.187500 Penalty: 4207.985840
	Iteration 32Q: 3 clusters Score -591563.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -591575.625000 Penalty: 4207.985840
	Iteration 33Q: 3 clusters Score -591575.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -591586.812500 Penalty: 4207.985840
	Iteration 34Q: 3 clusters Score -591586.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -591593.500000 Penalty: 4207.985840
	Iteration 35Q: 3 clusters Score -591593.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -591604.562500 Penalty: 4207.985840
	Iteration 36Q: 3 clusters Score -591604.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -591612.312500 Penalty: 4207.985840
	Iteration 37Q: 3 clusters Score -591612.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -591618.875000 Penalty: 4207.985840
	Iteration 38Q: 3 clusters Score -591618.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -591626.125000 Penalty: 4207.985840
	Iteration 39Q: 3 clusters Score -591626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -591629.437500 Penalty: 4207.985840
	Iteration 40F: 3 clusters Score -591629.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -591640.375000 Penalty: 4207.985840
	Iteration 41Q: 3 clusters Score -591640.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -591657.562500 Penalty: 4207.985840
	Iteration 42Q: 3 clusters Score -591657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -591672.812500 Penalty: 4207.985840
	Iteration 43Q: 3 clusters Score -591672.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -591697.437500 Penalty: 4207.985840
	Iteration 44Q: 3 clusters Score -591697.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -591721.250000 Penalty: 4207.985840
	Iteration 45Q: 3 clusters Score -591721.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -591739.375000 Penalty: 4207.985840
	Iteration 46Q: 3 clusters Score -591739.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -591757.375000 Penalty: 4207.985840
	Iteration 47Q: 3 clusters Score -591757.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -591770.437500 Penalty: 4207.985840
	Iteration 48Q: 3 clusters Score -591770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -591782.187500 Penalty: 4207.985840
	Iteration 49Q: 3 clusters Score -591782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -591791.625000 Penalty: 4207.985840
	Iteration 50Q: 3 clusters Score -591791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -591801.750000 Penalty: 4207.985840
	Iteration 51Q: 3 clusters Score -591801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -591815.750000 Penalty: 4207.985840
	Iteration 52Q: 3 clusters Score -591815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -591829.812500 Penalty: 4207.985840
	Iteration 53Q: 3 clusters Score -591829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -591848.687500 Penalty: 4207.985840
	Iteration 54Q: 3 clusters Score -591848.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -591863.750000 Penalty: 4207.985840
	Iteration 55Q: 3 clusters Score -591863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -591871.375000 Penalty: 4207.985840
	Iteration 56Q: 3 clusters Score -591871.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -591880.437500 Penalty: 4207.985840
	Iteration 57Q: 3 clusters Score -591880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591896.250000 Penalty: 4207.985840
	Iteration 58Q: 3 clusters Score -591896.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -591912.875000 Penalty: 4207.985840
	Iteration 59Q: 3 clusters Score -591912.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -591932.875000 Penalty: 4207.985840
	Iteration 60F: 3 clusters Score -591932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -591949.687500 Penalty: 4207.985840
	Iteration 61Q: 3 clusters Score -591949.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -591961.312500 Penalty: 4207.985840
	Iteration 62Q: 3 clusters Score -591961.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -591969.250000 Penalty: 4207.985840
	Iteration 63Q: 3 clusters Score -591969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -591982.937500 Penalty: 4207.985840
	Iteration 64Q: 3 clusters Score -591982.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -591991.500000 Penalty: 4207.985840
	Iteration 65Q: 3 clusters Score -591991.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -592004.000000 Penalty: 4207.985840
	Iteration 66Q: 3 clusters Score -592004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -592018.250000 Penalty: 4207.985840
	Iteration 67Q: 3 clusters Score -592018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -592038.687500 Penalty: 4207.985840
	Iteration 68Q: 3 clusters Score -592038.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -592063.812500 Penalty: 4207.985840
	Iteration 69Q: 3 clusters Score -592063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -592089.062500 Penalty: 4207.985840
	Iteration 70Q: 3 clusters Score -592089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -592102.687500 Penalty: 4207.985840
	Iteration 71Q: 3 clusters Score -592102.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -592115.125000 Penalty: 4207.985840
	Iteration 72Q: 3 clusters Score -592115.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -592123.375000 Penalty: 4207.985840
	Iteration 73Q: 3 clusters Score -592123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -592126.500000 Penalty: 4207.985840
	Iteration 74Q: 3 clusters Score -592126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -592129.250000 Penalty: 4207.985840
	Iteration 75Q: 3 clusters Score -592129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -592131.437500 Penalty: 4207.985840
	Iteration 76Q: 3 clusters Score -592131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -592132.750000 Penalty: 4207.985840
	Iteration 77Q: 3 clusters Score -592132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -592131.437500 Penalty: 4207.985840
	Iteration 78Q: 3 clusters Score -592131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -592131.437500 Penalty: 4207.985840
	Iteration 79F: 3 clusters Score -592131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (35649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Entering Unmasked Estep 
Score: -4513690.500000 Penalty: 2599.406250
	Iteration 0F: 2 clusters Score -4513690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4489433.000000 Penalty: 5198.812500
	Iteration 0F: 3 clusters Score -4489433 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4498070.000000 Penalty: 5198.812500
	Iteration 1F: 3 clusters Score -4498070 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4498607.500000 Penalty: 5198.812500
	Iteration 2Q: 3 clusters Score -4498608 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4499122.500000 Penalty: 5198.812500
	Iteration 3Q: 3 clusters Score -4499122 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4499718.000000 Penalty: 5198.812500
	Iteration 4Q: 3 clusters Score -4499718 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4500462.000000 Penalty: 5198.812500
	Iteration 5Q: 3 clusters Score -4500462 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4501450.500000 Penalty: 5198.812500
	Iteration 6F: 3 clusters Score -4501450 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4502662.500000 Penalty: 5198.812500
	Iteration 7F: 3 clusters Score -4502662 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4504259.000000 Penalty: 5198.812500
	Iteration 8F: 3 clusters Score -4504259 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4506088.000000 Penalty: 5198.812500
	Iteration 9F: 3 clusters Score -4506088 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4507473.500000 Penalty: 5198.812500
	Iteration 10F: 3 clusters Score -4507474 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4508188.000000 Penalty: 5198.812500
	Iteration 11Q: 3 clusters Score -4508188 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4508513.000000 Penalty: 5198.812500
	Iteration 12Q: 3 clusters Score -4508513 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4508651.000000 Penalty: 5198.812500
	Iteration 13Q: 3 clusters Score -4508651 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4508792.500000 Penalty: 5198.812500
	Iteration 14Q: 3 clusters Score -4508792 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4508910.500000 Penalty: 5198.812500
	Iteration 15Q: 3 clusters Score -4508910 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4509001.000000 Penalty: 5198.812500
	Iteration 16Q: 3 clusters Score -4509001 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4509104.500000 Penalty: 5198.812500
	Iteration 17Q: 3 clusters Score -4509104 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4509141.500000 Penalty: 5198.812500
	Iteration 18Q: 3 clusters Score -4509142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4509186.000000 Penalty: 5198.812500
	Iteration 19Q: 3 clusters Score -4509186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4509237.000000 Penalty: 5198.812500
	Iteration 20F: 3 clusters Score -4509237 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -4509270.000000 Penalty: 5198.812500
	Iteration 21Q: 3 clusters Score -4509270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4509302.500000 Penalty: 5198.812500
	Iteration 22Q: 3 clusters Score -4509302 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4509309.000000 Penalty: 5198.812500
	Iteration 23Q: 3 clusters Score -4509309 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4509347.000000 Penalty: 5198.812500
	Iteration 24Q: 3 clusters Score -4509347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4509364.500000 Penalty: 5198.812500
	Iteration 25Q: 3 clusters Score -4509364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4509385.500000 Penalty: 5198.812500
	Iteration 26Q: 3 clusters Score -4509386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4509410.000000 Penalty: 5198.812500
	Iteration 27Q: 3 clusters Score -4509410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4509407.000000 Penalty: 5198.812500
	Iteration 28Q: 3 clusters Score -4509407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4509437.000000 Penalty: 5198.812500
	Iteration 29Q: 3 clusters Score -4509437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4509446.500000 Penalty: 5198.812500
	Iteration 30Q: 3 clusters Score -4509446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4509462.000000 Penalty: 5198.812500
	Iteration 31Q: 3 clusters Score -4509462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4509462.000000 Penalty: 5198.812500
	Iteration 32Q: 3 clusters Score -4509462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4509472.500000 Penalty: 5198.812500
	Iteration 33Q: 3 clusters Score -4509472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4509480.500000 Penalty: 5198.812500
	Iteration 34Q: 3 clusters Score -4509480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4509497.000000 Penalty: 5198.812500
	Iteration 35Q: 3 clusters Score -4509497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4509502.500000 Penalty: 5198.812500
	Iteration 36Q: 3 clusters Score -4509502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -4509496.500000 Penalty: 5198.812500
	Iteration 37Q: 3 clusters Score -4509496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4509514.000000 Penalty: 5198.812500
	Iteration 38Q: 3 clusters Score -4509514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4509529.500000 Penalty: 5198.812500
	Iteration 39Q: 3 clusters Score -4509530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4509547.000000 Penalty: 5198.812500
	Iteration 40F: 3 clusters Score -4509547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4509565.000000 Penalty: 5198.812500
	Iteration 41Q: 3 clusters Score -4509565 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4509583.500000 Penalty: 5198.812500
	Iteration 42Q: 3 clusters Score -4509584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4509593.000000 Penalty: 5198.812500
	Iteration 43Q: 3 clusters Score -4509593 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4509606.500000 Penalty: 5198.812500
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Mstep: Class 2 contains 10221 members 
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	Iteration 48Q: 3 clusters Score -4509654 nChanged 77
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	Iteration 49Q: 3 clusters Score -4509662 nChanged 62
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	Iteration 50Q: 3 clusters Score -4509652 nChanged 64
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	Iteration 53Q: 3 clusters Score -4509666 nChanged 67
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	Iteration 54Q: 3 clusters Score -4509668 nChanged 70
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	Iteration 58Q: 3 clusters Score -4509697 nChanged 92
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	Iteration 60F: 3 clusters Score -4509726 nChanged 87
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	Iteration 67Q: 3 clusters Score -4509824 nChanged 113
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	Iteration 68Q: 3 clusters Score -4509845 nChanged 117
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	Iteration 87Q: 3 clusters Score -4510326 nChanged 149
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	Iteration 89Q: 3 clusters Score -4510386 nChanged 144
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	Iteration 93Q: 3 clusters Score -4510502 nChanged 134
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	Iteration 94Q: 3 clusters Score -4510530 nChanged 145
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	Iteration 95Q: 3 clusters Score -4510560 nChanged 132
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	Iteration 97Q: 3 clusters Score -4510618 nChanged 105
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	Iteration 99Q: 3 clusters Score -4510664 nChanged 104
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	Iteration 100F: 3 clusters Score -4510684 nChanged 91
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	Iteration 101Q: 3 clusters Score -4510702 nChanged 89
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	Iteration 102Q: 3 clusters Score -4510728 nChanged 97
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	Iteration 106Q: 3 clusters Score -4510821 nChanged 107
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	Iteration 108Q: 3 clusters Score -4510889 nChanged 103
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	Iteration 109Q: 3 clusters Score -4510920 nChanged 84
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	Iteration 110Q: 3 clusters Score -4510940 nChanged 81
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	Iteration 111Q: 3 clusters Score -4510962 nChanged 74
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	Iteration 113Q: 3 clusters Score -4511020 nChanged 72
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	Iteration 114Q: 3 clusters Score -4511047 nChanged 75
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	Iteration 116Q: 3 clusters Score -4511082 nChanged 64
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	Iteration 118Q: 3 clusters Score -4511116 nChanged 56
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	Iteration 119Q: 3 clusters Score -4511133 nChanged 46
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	Iteration 121Q: 3 clusters Score -4511166 nChanged 46
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	Iteration 122Q: 3 clusters Score -4511182 nChanged 58
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	Iteration 123Q: 3 clusters Score -4511188 nChanged 56
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	Iteration 124Q: 3 clusters Score -4511200 nChanged 41
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	Iteration 126Q: 3 clusters Score -4511228 nChanged 33
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	Iteration 127Q: 3 clusters Score -4511244 nChanged 37
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	Iteration 128Q: 3 clusters Score -4511248 nChanged 36
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	Iteration 129Q: 3 clusters Score -4511260 nChanged 28
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	Iteration 130Q: 3 clusters Score -4511266 nChanged 27
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	Iteration 131Q: 3 clusters Score -4511272 nChanged 22
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	Iteration 132Q: 3 clusters Score -4511269 nChanged 13
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	Iteration 133Q: 3 clusters Score -4511270 nChanged 10
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	Iteration 134Q: 3 clusters Score -4511287 nChanged 7
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	Iteration 135Q: 3 clusters Score -4511284 nChanged 8
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	Iteration 136Q: 3 clusters Score -4511284 nChanged 7
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	Iteration 137Q: 3 clusters Score -4511292 nChanged 6
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	Iteration 138Q: 3 clusters Score -4511288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4511291.500000 Penalty: 5198.812500
	Iteration 139Q: 3 clusters Score -4511292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4511292.500000 Penalty: 5198.812500
	Iteration 140F: 3 clusters Score -4511292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4511290.000000 Penalty: 5198.812500
	Iteration 141Q: 3 clusters Score -4511290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4511292.000000 Penalty: 5198.812500
	Iteration 142Q: 3 clusters Score -4511292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4511286.500000 Penalty: 5198.812500
	Iteration 143Q: 3 clusters Score -4511286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4511288.500000 Penalty: 5198.812500
	Iteration 144Q: 3 clusters Score -4511288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4511290.500000 Penalty: 5198.812500
	Iteration 145Q: 3 clusters Score -4511290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4511298.500000 Penalty: 5198.812500
	Iteration 146Q: 3 clusters Score -4511298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4511301.500000 Penalty: 5198.812500
	Iteration 147Q: 3 clusters Score -4511302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4511305.000000 Penalty: 5198.812500
	Iteration 148Q: 3 clusters Score -4511305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4511310.500000 Penalty: 5198.812500
	Iteration 149Q: 3 clusters Score -4511310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4511310.000000 Penalty: 5198.812500
	Iteration 150Q: 3 clusters Score -4511310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4511311.500000 Penalty: 5198.812500
	Iteration 151Q: 3 clusters Score -4511312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4511316.500000 Penalty: 5198.812500
	Iteration 152Q: 3 clusters Score -4511316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4511317.000000 Penalty: 5198.812500
	Iteration 153Q: 3 clusters Score -4511317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4511324.000000 Penalty: 5198.812500
	Iteration 154Q: 3 clusters Score -4511324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4511322.500000 Penalty: 5198.812500
	Iteration 155Q: 3 clusters Score -4511322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4511317.500000 Penalty: 5198.812500
	Iteration 156Q: 3 clusters Score -4511318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4511320.000000 Penalty: 5198.812500
	Iteration 157Q: 3 clusters Score -4511320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4511323.500000 Penalty: 5198.812500
	Iteration 158Q: 3 clusters Score -4511324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4511325.500000 Penalty: 5198.812500
	Iteration 159Q: 3 clusters Score -4511326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4511324.500000 Penalty: 5198.812500
	Iteration 160F: 3 clusters Score -4511324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4511333.000000 Penalty: 5198.812500
	Iteration 161Q: 3 clusters Score -4511333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4511336.500000 Penalty: 5198.812500
	Iteration 162Q: 3 clusters Score -4511336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4511332.000000 Penalty: 5198.812500
	Iteration 163Q: 3 clusters Score -4511332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4511338.500000 Penalty: 5198.812500
	Iteration 164Q: 3 clusters Score -4511338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4511338.500000 Penalty: 5198.812500
	Iteration 165Q: 3 clusters Score -4511338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4511340.500000 Penalty: 5198.812500
	Iteration 166Q: 3 clusters Score -4511340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4511340.500000 Penalty: 5198.812500
	Iteration 167Q: 3 clusters Score -4511340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4511342.000000 Penalty: 5198.812500
	Iteration 168Q: 3 clusters Score -4511342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4511343.000000 Penalty: 5198.812500
	Iteration 169Q: 3 clusters Score -4511343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4511343.000000 Penalty: 5198.812500
	Iteration 170F: 3 clusters Score -4511343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -123714.484375 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -123714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122001.687500 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -122001.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -122477.187500 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -122477.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -122824.257812 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -122824.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123025.984375 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -123026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123163.546875 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -123163.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123285.367188 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -123285.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123334.164062 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -123334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -123356.023438 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -123356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -123387.062500 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -123387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123405.015625 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -123405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -123414.687500 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -123414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123415.414062 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -123415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123415.414062 Penalty: 3312.457520
	Iteration 12F: 3 clusters Score -123415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -1482224.000000 Penalty: 2332.767090
	Iteration 0F: 2 clusters Score -1482224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1473206.875000 Penalty: 4665.534180
	Iteration 0F: 3 clusters Score -1473207 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1476072.500000 Penalty: 4665.534180
	Iteration 1F: 3 clusters Score -1476072 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1476628.875000 Penalty: 4665.534180
	Iteration 2F: 3 clusters Score -1476629 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1477149.125000 Penalty: 4665.534180
	Iteration 3F: 3 clusters Score -1477149 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1477608.125000 Penalty: 4665.534180
	Iteration 4F: 3 clusters Score -1477608 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1478012.125000 Penalty: 4665.534180
	Iteration 5F: 3 clusters Score -1478012 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1478319.500000 Penalty: 4665.534180
	Iteration 6Q: 3 clusters Score -1478320 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1478538.875000 Penalty: 4665.534180
	Iteration 7Q: 3 clusters Score -1478539 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1478725.750000 Penalty: 4665.534180
	Iteration 8Q: 3 clusters Score -1478726 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1478859.500000 Penalty: 4665.534180
	Iteration 9Q: 3 clusters Score -1478860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1478954.125000 Penalty: 4665.534180
	Iteration 10Q: 3 clusters Score -1478954 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1479031.125000 Penalty: 4665.534180
	Iteration 11Q: 3 clusters Score -1479031 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1479101.750000 Penalty: 4665.534180
	Iteration 12Q: 3 clusters Score -1479102 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1479152.250000 Penalty: 4665.534180
	Iteration 13Q: 3 clusters Score -1479152 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1479202.000000 Penalty: 4665.534180
	Iteration 14Q: 3 clusters Score -1479202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1479257.750000 Penalty: 4665.534180
	Iteration 15Q: 3 clusters Score -1479258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1479302.625000 Penalty: 4665.534180
	Iteration 16Q: 3 clusters Score -1479303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1479344.625000 Penalty: 4665.534180
	Iteration 17Q: 3 clusters Score -1479345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1479383.250000 Penalty: 4665.534180
	Iteration 18Q: 3 clusters Score -1479383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1479414.750000 Penalty: 4665.534180
	Iteration 19Q: 3 clusters Score -1479415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1479445.125000 Penalty: 4665.534180
	Iteration 20F: 3 clusters Score -1479445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1479467.250000 Penalty: 4665.534180
	Iteration 21Q: 3 clusters Score -1479467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1479494.625000 Penalty: 4665.534180
	Iteration 22Q: 3 clusters Score -1479495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1479526.875000 Penalty: 4665.534180
	Iteration 23Q: 3 clusters Score -1479527 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1479560.250000 Penalty: 4665.534180
	Iteration 24Q: 3 clusters Score -1479560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1479587.000000 Penalty: 4665.534180
	Iteration 25Q: 3 clusters Score -1479587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1479619.125000 Penalty: 4665.534180
	Iteration 26Q: 3 clusters Score -1479619 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1479653.125000 Penalty: 4665.534180
	Iteration 27Q: 3 clusters Score -1479653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1479677.625000 Penalty: 4665.534180
	Iteration 28Q: 3 clusters Score -1479678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1479711.250000 Penalty: 4665.534180
	Iteration 29Q: 3 clusters Score -1479711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1479740.375000 Penalty: 4665.534180
	Iteration 30Q: 3 clusters Score -1479740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1479779.250000 Penalty: 4665.534180
	Iteration 31Q: 3 clusters Score -1479779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1479840.375000 Penalty: 4665.534180
	Iteration 32Q: 3 clusters Score -1479840 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1479916.125000 Penalty: 4665.534180
	Iteration 33Q: 3 clusters Score -1479916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1480009.625000 Penalty: 4665.534180
	Iteration 34Q: 3 clusters Score -1480010 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1480123.625000 Penalty: 4665.534180
	Iteration 35Q: 3 clusters Score -1480124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1480232.875000 Penalty: 4665.534180
	Iteration 36Q: 3 clusters Score -1480233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1480338.375000 Penalty: 4665.534180
	Iteration 37Q: 3 clusters Score -1480338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1480427.625000 Penalty: 4665.534180
	Iteration 38Q: 3 clusters Score -1480428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1480503.625000 Penalty: 4665.534180
	Iteration 39Q: 3 clusters Score -1480504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1480556.125000 Penalty: 4665.534180
	Iteration 40F: 3 clusters Score -1480556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1480596.250000 Penalty: 4665.534180
	Iteration 41Q: 3 clusters Score -1480596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1480622.875000 Penalty: 4665.534180
	Iteration 42Q: 3 clusters Score -1480623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1480642.750000 Penalty: 4665.534180
	Iteration 43Q: 3 clusters Score -1480643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1480659.750000 Penalty: 4665.534180
	Iteration 44Q: 3 clusters Score -1480660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1480669.750000 Penalty: 4665.534180
	Iteration 45Q: 3 clusters Score -1480670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1480682.375000 Penalty: 4665.534180
	Iteration 46Q: 3 clusters Score -1480682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1480695.000000 Penalty: 4665.534180
	Iteration 47Q: 3 clusters Score -1480695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1480700.875000 Penalty: 4665.534180
	Iteration 48Q: 3 clusters Score -1480701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1480708.500000 Penalty: 4665.534180
	Iteration 49Q: 3 clusters Score -1480708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1480714.625000 Penalty: 4665.534180
	Iteration 50Q: 3 clusters Score -1480715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1480719.250000 Penalty: 4665.534180
	Iteration 51Q: 3 clusters Score -1480719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1480724.875000 Penalty: 4665.534180
	Iteration 52Q: 3 clusters Score -1480725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1480730.750000 Penalty: 4665.534180
	Iteration 53Q: 3 clusters Score -1480731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1480738.125000 Penalty: 4665.534180
	Iteration 54Q: 3 clusters Score -1480738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1480743.500000 Penalty: 4665.534180
	Iteration 55Q: 3 clusters Score -1480744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1480746.125000 Penalty: 4665.534180
	Iteration 56Q: 3 clusters Score -1480746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1480754.250000 Penalty: 4665.534180
	Iteration 57Q: 3 clusters Score -1480754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1480755.125000 Penalty: 4665.534180
	Iteration 58Q: 3 clusters Score -1480755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1480756.250000 Penalty: 4665.534180
	Iteration 59Q: 3 clusters Score -1480756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1480758.875000 Penalty: 4665.534180
	Iteration 60F: 3 clusters Score -1480759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1480760.125000 Penalty: 4665.534180
	Iteration 61Q: 3 clusters Score -1480760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1480767.875000 Penalty: 4665.534180
	Iteration 62Q: 3 clusters Score -1480768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1480772.750000 Penalty: 4665.534180
	Iteration 63Q: 3 clusters Score -1480773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1480776.875000 Penalty: 4665.534180
	Iteration 64Q: 3 clusters Score -1480777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1480775.750000 Penalty: 4665.534180
	Iteration 65Q: 3 clusters Score -1480776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1480779.125000 Penalty: 4665.534180
	Iteration 66Q: 3 clusters Score -1480779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1480780.000000 Penalty: 4665.534180
	Iteration 67Q: 3 clusters Score -1480780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1480781.375000 Penalty: 4665.534180
	Iteration 68Q: 3 clusters Score -1480781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1480781.125000 Penalty: 4665.534180
	Iteration 69Q: 3 clusters Score -1480781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1480782.750000 Penalty: 4665.534180
	Iteration 70Q: 3 clusters Score -1480783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1480782.125000 Penalty: 4665.534180
	Iteration 71Q: 3 clusters Score -1480782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1480784.250000 Penalty: 4665.534180
	Iteration 72Q: 3 clusters Score -1480784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1480787.125000 Penalty: 4665.534180
	Iteration 73Q: 3 clusters Score -1480787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1480789.375000 Penalty: 4665.534180
	Iteration 74Q: 3 clusters Score -1480789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1480791.000000 Penalty: 4665.534180
	Iteration 75Q: 3 clusters Score -1480791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1480790.250000 Penalty: 4665.534180
	Iteration 76Q: 3 clusters Score -1480790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1480793.875000 Penalty: 4665.534180
	Iteration 77Q: 3 clusters Score -1480794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1480797.500000 Penalty: 4665.534180
	Iteration 78Q: 3 clusters Score -1480798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1480800.500000 Penalty: 4665.534180
	Iteration 79Q: 3 clusters Score -1480800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1480803.375000 Penalty: 4665.534180
	Iteration 80F: 3 clusters Score -1480803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1480811.000000 Penalty: 4665.534180
	Iteration 81Q: 3 clusters Score -1480811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1480815.125000 Penalty: 4665.534180
	Iteration 82Q: 3 clusters Score -1480815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1480821.625000 Penalty: 4665.534180
	Iteration 83Q: 3 clusters Score -1480822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1480827.875000 Penalty: 4665.534180
	Iteration 84Q: 3 clusters Score -1480828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1480829.875000 Penalty: 4665.534180
	Iteration 85Q: 3 clusters Score -1480830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1480835.250000 Penalty: 4665.534180
	Iteration 86Q: 3 clusters Score -1480835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1480839.375000 Penalty: 4665.534180
	Iteration 87Q: 3 clusters Score -1480839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1480839.625000 Penalty: 4665.534180
	Iteration 88Q: 3 clusters Score -1480840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1480842.875000 Penalty: 4665.534180
	Iteration 89Q: 3 clusters Score -1480843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1480846.250000 Penalty: 4665.534180
	Iteration 90Q: 3 clusters Score -1480846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1480848.500000 Penalty: 4665.534180
	Iteration 91Q: 3 clusters Score -1480848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1480849.500000 Penalty: 4665.534180
	Iteration 92Q: 3 clusters Score -1480850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1480855.000000 Penalty: 4665.534180
	Iteration 93Q: 3 clusters Score -1480855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1480854.875000 Penalty: 4665.534180
	Iteration 94Q: 3 clusters Score -1480855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1480859.625000 Penalty: 4665.534180
	Iteration 95Q: 3 clusters Score -1480860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1480863.375000 Penalty: 4665.534180
	Iteration 96Q: 3 clusters Score -1480863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1480868.625000 Penalty: 4665.534180
	Iteration 97Q: 3 clusters Score -1480869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1480874.875000 Penalty: 4665.534180
	Iteration 98Q: 3 clusters Score -1480875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1480879.375000 Penalty: 4665.534180
	Iteration 99Q: 3 clusters Score -1480879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1480882.625000 Penalty: 4665.534180
	Iteration 100F: 3 clusters Score -1480883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1480886.000000 Penalty: 4665.534180
	Iteration 101Q: 3 clusters Score -1480886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1480893.250000 Penalty: 4665.534180
	Iteration 102Q: 3 clusters Score -1480893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1480898.250000 Penalty: 4665.534180
	Iteration 103Q: 3 clusters Score -1480898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1480902.500000 Penalty: 4665.534180
	Iteration 104Q: 3 clusters Score -1480902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1480911.125000 Penalty: 4665.534180
	Iteration 105Q: 3 clusters Score -1480911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1480912.000000 Penalty: 4665.534180
	Iteration 106Q: 3 clusters Score -1480912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1480912.000000 Penalty: 4665.534180
	Iteration 107F: 3 clusters Score -1480912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -426057.187500 Penalty: 2021.244385
	Iteration 0F: 2 clusters Score -426057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -422475.718750 Penalty: 4042.488770
	Iteration 0F: 3 clusters Score -422475.7 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -423207.937500 Penalty: 4042.488770
	Iteration 1F: 3 clusters Score -423207.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -423373.500000 Penalty: 4042.488770
	Iteration 2F: 3 clusters Score -423373.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -423465.437500 Penalty: 4042.488770
	Iteration 3Q: 3 clusters Score -423465.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -423528.062500 Penalty: 4042.488770
	Iteration 4Q: 3 clusters Score -423528.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -423569.187500 Penalty: 4042.488770
	Iteration 5Q: 3 clusters Score -423569.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -423611.250000 Penalty: 4042.488770
	Iteration 6Q: 3 clusters Score -423611.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -423658.031250 Penalty: 4042.488770
	Iteration 7Q: 3 clusters Score -423658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -423700.843750 Penalty: 4042.488770
	Iteration 8Q: 3 clusters Score -423700.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -423745.250000 Penalty: 4042.488770
	Iteration 9Q: 3 clusters Score -423745.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -423787.250000 Penalty: 4042.488770
	Iteration 10Q: 3 clusters Score -423787.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -423829.875000 Penalty: 4042.488770
	Iteration 11Q: 3 clusters Score -423829.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -423876.031250 Penalty: 4042.488770
	Iteration 12Q: 3 clusters Score -423876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -423915.000000 Penalty: 4042.488770
	Iteration 13Q: 3 clusters Score -423915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -423953.500000 Penalty: 4042.488770
	Iteration 14Q: 3 clusters Score -423953.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -423995.875000 Penalty: 4042.488770
	Iteration 15Q: 3 clusters Score -423995.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -424039.218750 Penalty: 4042.488770
	Iteration 16Q: 3 clusters Score -424039.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -424090.593750 Penalty: 4042.488770
	Iteration 17Q: 3 clusters Score -424090.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -424138.218750 Penalty: 4042.488770
	Iteration 18Q: 3 clusters Score -424138.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -424183.281250 Penalty: 4042.488770
	Iteration 19Q: 3 clusters Score -424183.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -424218.812500 Penalty: 4042.488770
	Iteration 20F: 3 clusters Score -424218.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -424251.500000 Penalty: 4042.488770
	Iteration 21Q: 3 clusters Score -424251.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -424296.562500 Penalty: 4042.488770
	Iteration 22Q: 3 clusters Score -424296.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -424350.718750 Penalty: 4042.488770
	Iteration 23Q: 3 clusters Score -424350.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -424395.312500 Penalty: 4042.488770
	Iteration 24Q: 3 clusters Score -424395.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -424430.000000 Penalty: 4042.488770
	Iteration 25Q: 3 clusters Score -424430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -424446.343750 Penalty: 4042.488770
	Iteration 26Q: 3 clusters Score -424446.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -424470.593750 Penalty: 4042.488770
	Iteration 27Q: 3 clusters Score -424470.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -424491.906250 Penalty: 4042.488770
	Iteration 28Q: 3 clusters Score -424491.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -424515.031250 Penalty: 4042.488770
	Iteration 29Q: 3 clusters Score -424515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -424534.437500 Penalty: 4042.488770
	Iteration 30Q: 3 clusters Score -424534.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -424545.437500 Penalty: 4042.488770
	Iteration 31Q: 3 clusters Score -424545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -424553.156250 Penalty: 4042.488770
	Iteration 32Q: 3 clusters Score -424553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -424559.625000 Penalty: 4042.488770
	Iteration 33Q: 3 clusters Score -424559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -424565.781250 Penalty: 4042.488770
	Iteration 34Q: 3 clusters Score -424565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -424572.281250 Penalty: 4042.488770
	Iteration 35Q: 3 clusters Score -424572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -424579.750000 Penalty: 4042.488770
	Iteration 36Q: 3 clusters Score -424579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -424585.062500 Penalty: 4042.488770
	Iteration 37Q: 3 clusters Score -424585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -424592.500000 Penalty: 4042.488770
	Iteration 38Q: 3 clusters Score -424592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -424602.625000 Penalty: 4042.488770
	Iteration 39Q: 3 clusters Score -424602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -424610.843750 Penalty: 4042.488770
	Iteration 40F: 3 clusters Score -424610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -424616.406250 Penalty: 4042.488770
	Iteration 41Q: 3 clusters Score -424616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -424621.187500 Penalty: 4042.488770
	Iteration 42Q: 3 clusters Score -424621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -424625.812500 Penalty: 4042.488770
	Iteration 43Q: 3 clusters Score -424625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -424628.625000 Penalty: 4042.488770
	Iteration 44Q: 3 clusters Score -424628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -424629.125000 Penalty: 4042.488770
	Iteration 45Q: 3 clusters Score -424629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -424629.125000 Penalty: 4042.488770
	Iteration 46F: 3 clusters Score -424629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -324055.187500 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -324055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -321051.281250 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -321051.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -321603.875000 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -321603.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -321735.843750 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -321735.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -321825.125000 Penalty: 3907.940918
	Iteration 3Q: 3 clusters Score -321825.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -321898.687500 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -321898.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321954.687500 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -321954.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -322014.843750 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -322014.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -322069.093750 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -322069.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -322119.968750 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -322120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -322168.406250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -322168.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -322218.093750 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -322218.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -322259.656250 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -322259.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -322293.531250 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -322293.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -322318.375000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -322318.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -322344.125000 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -322344.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -322367.218750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -322367.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -322380.187500 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -322380.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322395.437500 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -322395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -322413.093750 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -322413.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -322434.750000 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -322434.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -322456.531250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -322456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -322475.125000 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -322475.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -322485.812500 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -322485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322493.312500 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -322493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -322498.468750 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -322498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -322501.656250 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -322501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -322502.593750 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -322502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -322502.781250 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -322502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -322504.281250 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -322504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -322505.531250 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -322505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -322506.187500 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -322506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -322509.968750 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -322510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -322510.718750 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -322510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -322510.718750 Penalty: 3907.940918
	Iteration 33F: 3 clusters Score -322510.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -626547.125000 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -626547.1 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 2624 members 
Entering Unmasked Estep 
Score: -621968.625000 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -621968.6 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -623181.500000 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -623181.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -623506.125000 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -623506.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -623805.000000 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -623805 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -624112.875000 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -624112.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -624368.375000 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -624368.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -624580.812500 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -624580.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -624738.687500 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -624738.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -624830.312500 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -624830.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -624875.250000 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -624875.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -624908.750000 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -624908.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -624919.750000 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -624919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -624928.812500 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -624928.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -624935.187500 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -624935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -624937.437500 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -624937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -624942.187500 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -624942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -624945.375000 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -624945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -624947.250000 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -624947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -624948.312500 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -624948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -624950.000000 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -624950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -624949.750000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -624949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -624951.187500 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -624951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -624950.937500 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -624950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -624951.000000 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -624951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -624951.000000 Penalty: 4238.225098
	Iteration 24F: 3 clusters Score -624951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41409.492188 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -41409.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40188.222656 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -40188.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40487.316406 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -40487.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40575.980469 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -40575.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40614.757812 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -40614.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40655.671875 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -40655.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40662.187500 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -40662.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40662.187500 Penalty: 2999.496582
	Iteration 6F: 3 clusters Score -40662.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Entering Unmasked Estep 
Score: -1030935.687500 Penalty: 2241.367188
	Iteration 0F: 2 clusters Score -1030936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1024217.625000 Penalty: 4482.734375
	Iteration 0F: 3 clusters Score -1024218 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1026223.000000 Penalty: 4482.734375
	Iteration 1F: 3 clusters Score -1026223 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1026624.000000 Penalty: 4482.734375
	Iteration 2F: 3 clusters Score -1026624 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1026930.812500 Penalty: 4482.734375
	Iteration 3F: 3 clusters Score -1026931 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1027229.000000 Penalty: 4482.734375
	Iteration 4F: 3 clusters Score -1027229 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1027490.687500 Penalty: 4482.734375
	Iteration 5Q: 3 clusters Score -1027491 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1027714.250000 Penalty: 4482.734375
	Iteration 6Q: 3 clusters Score -1027714 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1027925.250000 Penalty: 4482.734375
	Iteration 7Q: 3 clusters Score -1027925 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1028128.187500 Penalty: 4482.734375
	Iteration 8Q: 3 clusters Score -1028128 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1028324.312500 Penalty: 4482.734375
	Iteration 9Q: 3 clusters Score -1028324 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1028551.937500 Penalty: 4482.734375
	Iteration 10Q: 3 clusters Score -1028552 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1028765.187500 Penalty: 4482.734375
	Iteration 11Q: 3 clusters Score -1028765 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1028978.687500 Penalty: 4482.734375
	Iteration 12Q: 3 clusters Score -1028979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1029188.687500 Penalty: 4482.734375
	Iteration 13Q: 3 clusters Score -1029189 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1029323.500000 Penalty: 4482.734375
	Iteration 14Q: 3 clusters Score -1029324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1029396.250000 Penalty: 4482.734375
	Iteration 15Q: 3 clusters Score -1029396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1029462.562500 Penalty: 4482.734375
	Iteration 16Q: 3 clusters Score -1029463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1029505.312500 Penalty: 4482.734375
	Iteration 17Q: 3 clusters Score -1029505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1029564.625000 Penalty: 4482.734375
	Iteration 18Q: 3 clusters Score -1029565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1029613.812500 Penalty: 4482.734375
	Iteration 19Q: 3 clusters Score -1029614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1029653.500000 Penalty: 4482.734375
	Iteration 20F: 3 clusters Score -1029654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1029689.062500 Penalty: 4482.734375
	Iteration 21Q: 3 clusters Score -1029689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1029723.312500 Penalty: 4482.734375
	Iteration 22Q: 3 clusters Score -1029723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1029745.312500 Penalty: 4482.734375
	Iteration 23Q: 3 clusters Score -1029745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1029759.500000 Penalty: 4482.734375
	Iteration 24Q: 3 clusters Score -1029760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1029775.437500 Penalty: 4482.734375
	Iteration 25Q: 3 clusters Score -1029775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1029788.875000 Penalty: 4482.734375
	Iteration 26Q: 3 clusters Score -1029789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1029798.750000 Penalty: 4482.734375
	Iteration 27Q: 3 clusters Score -1029799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1029812.937500 Penalty: 4482.734375
	Iteration 28Q: 3 clusters Score -1029813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1029819.437500 Penalty: 4482.734375
	Iteration 29Q: 3 clusters Score -1029819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1029833.375000 Penalty: 4482.734375
	Iteration 30Q: 3 clusters Score -1029833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1029838.812500 Penalty: 4482.734375
	Iteration 31Q: 3 clusters Score -1029839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1029848.375000 Penalty: 4482.734375
	Iteration 32Q: 3 clusters Score -1029848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029855.437500 Penalty: 4482.734375
	Iteration 33Q: 3 clusters Score -1029855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1029864.500000 Penalty: 4482.734375
	Iteration 34Q: 3 clusters Score -1029864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1029869.875000 Penalty: 4482.734375
	Iteration 35Q: 3 clusters Score -1029870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1029872.437500 Penalty: 4482.734375
	Iteration 36Q: 3 clusters Score -1029872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1029877.375000 Penalty: 4482.734375
	Iteration 37Q: 3 clusters Score -1029877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1029877.437500 Penalty: 4482.734375
	Iteration 38Q: 3 clusters Score -1029877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1029878.812500 Penalty: 4482.734375
	Iteration 39Q: 3 clusters Score -1029879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1029883.687500 Penalty: 4482.734375
	Iteration 40F: 3 clusters Score -1029884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1029883.875000 Penalty: 4482.734375
	Iteration 41Q: 3 clusters Score -1029884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1029884.437500 Penalty: 4482.734375
	Iteration 42Q: 3 clusters Score -1029884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1029888.250000 Penalty: 4482.734375
	Iteration 43Q: 3 clusters Score -1029888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1029889.937500 Penalty: 4482.734375
	Iteration 44Q: 3 clusters Score -1029890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1029891.812500 Penalty: 4482.734375
	Iteration 45Q: 3 clusters Score -1029892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1029895.062500 Penalty: 4482.734375
	Iteration 46Q: 3 clusters Score -1029895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1029900.937500 Penalty: 4482.734375
	Iteration 47Q: 3 clusters Score -1029901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1029908.187500 Penalty: 4482.734375
	Iteration 48Q: 3 clusters Score -1029908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1029911.437500 Penalty: 4482.734375
	Iteration 49Q: 3 clusters Score -1029911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1029914.062500 Penalty: 4482.734375
	Iteration 50Q: 3 clusters Score -1029914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1029919.875000 Penalty: 4482.734375
	Iteration 51Q: 3 clusters Score -1029920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1029924.750000 Penalty: 4482.734375
	Iteration 52Q: 3 clusters Score -1029925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1029928.562500 Penalty: 4482.734375
	Iteration 53Q: 3 clusters Score -1029929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1029932.812500 Penalty: 4482.734375
	Iteration 54Q: 3 clusters Score -1029933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1029933.125000 Penalty: 4482.734375
	Iteration 55Q: 3 clusters Score -1029933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029935.500000 Penalty: 4482.734375
	Iteration 56Q: 3 clusters Score -1029936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1029935.500000 Penalty: 4482.734375
	Iteration 57Q: 3 clusters Score -1029936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1029937.750000 Penalty: 4482.734375
	Iteration 58Q: 3 clusters Score -1029938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1029939.125000 Penalty: 4482.734375
	Iteration 59Q: 3 clusters Score -1029939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1029941.562500 Penalty: 4482.734375
	Iteration 60F: 3 clusters Score -1029942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1029941.125000 Penalty: 4482.734375
	Iteration 61Q: 3 clusters Score -1029941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1029941.125000 Penalty: 4482.734375
	Iteration 62F: 3 clusters Score -1029941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -204001.484375 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -204001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -201607.218750 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -201607.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202075.828125 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -202075.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202265.578125 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -202265.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202348.968750 Penalty: 3685.336670
	Iteration 3Q: 3 clusters Score -202349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202399.375000 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -202399.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202416.234375 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -202416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202431.343750 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -202431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202441.562500 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -202441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -202449.453125 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -202449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -202456.546875 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -202456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202461.843750 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -202461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -202463.109375 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -202463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202464.125000 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -202464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -202464.687500 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -202464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202465.843750 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -202465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202467.359375 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -202467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202467.984375 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -202468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202467.984375 Penalty: 3685.336670
	Iteration 17F: 3 clusters Score -202468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -435357.187500 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -435357.2 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 1328 members 
Entering Unmasked Estep 
Score: -432323.437500 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -432323.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -433155.531250 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -433155.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -433836.343750 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -433836.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -434425.406250 Penalty: 3912.427979
	Iteration 3F: 3 clusters Score -434425.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -434730.656250 Penalty: 3912.427979
	Iteration 4F: 3 clusters Score -434730.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434914.281250 Penalty: 3912.427979
	Iteration 5F: 3 clusters Score -434914.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435067.218750 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -435067.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -435173.750000 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -435173.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -435230.125000 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -435230.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -435258.843750 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -435258.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -435278.968750 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -435279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -435293.375000 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -435293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -435311.125000 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -435311.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -435332.437500 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -435332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -435347.843750 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -435347.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -435385.625000 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -435385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -435425.343750 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -435425.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -435535.937500 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -435535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -435627.468750 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -435627.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -435652.312500 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -435652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -435657.718750 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -435657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435661.687500 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -435661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -435665.312500 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -435665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -435677.906250 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -435677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -435683.750000 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -435683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -435684.875000 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -435684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -435684.875000 Penalty: 3912.427979
	Iteration 26F: 3 clusters Score -435684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 536 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 2129 members 
Entering Unmasked Estep 
Score: -134487040.000000 Penalty: 245151.562500
Splitting cluster 55 changes total score from -134488512.000000 to -134487040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -683535.375000 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -683535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -678596.812500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -678596.8 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -679695.062500 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -679695.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -679858.937500 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -679858.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -679967.562500 Penalty: 4280.473145
	Iteration 3Q: 3 clusters Score -679967.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -680043.687500 Penalty: 4280.473145
	Iteration 4Q: 3 clusters Score -680043.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -680118.937500 Penalty: 4280.473145
	Iteration 5Q: 3 clusters Score -680118.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -680190.562500 Penalty: 4280.473145
	Iteration 6Q: 3 clusters Score -680190.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -680260.937500 Penalty: 4280.473145
	Iteration 7Q: 3 clusters Score -680260.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -680331.562500 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -680331.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -680407.000000 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -680407 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -680493.875000 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -680493.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -680604.812500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -680604.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -680774.187500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -680774.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -680998.062500 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -680998.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -681226.750000 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -681226.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -681477.250000 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -681477.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -681753.625000 Penalty: 4280.473145
	Iteration 16F: 3 clusters Score -681753.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -682033.000000 Penalty: 4280.473145
	Iteration 17F: 3 clusters Score -682033 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -682339.375000 Penalty: 4280.473145
	Iteration 18F: 3 clusters Score -682339.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -682601.687500 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -682601.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -682786.312500 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -682786.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -682900.062500 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -682900.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -682981.375000 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -682981.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -683046.312500 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -683046.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -683085.187500 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -683085.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -683120.437500 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -683120.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -683144.250000 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -683144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -683154.062500 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -683154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -683158.375000 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -683158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -683162.937500 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -683162.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -683168.625000 Penalty: 4280.473145
	Iteration 30Q: 3 clusters Score -683168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -683173.062500 Penalty: 4280.473145
	Iteration 31Q: 3 clusters Score -683173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -683178.062500 Penalty: 4280.473145
	Iteration 32Q: 3 clusters Score -683178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -683182.312500 Penalty: 4280.473145
	Iteration 33Q: 3 clusters Score -683182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -683185.625000 Penalty: 4280.473145
	Iteration 34Q: 3 clusters Score -683185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -683187.375000 Penalty: 4280.473145
	Iteration 35Q: 3 clusters Score -683187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -683188.687500 Penalty: 4280.473145
	Iteration 36Q: 3 clusters Score -683188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -683191.000000 Penalty: 4280.473145
	Iteration 37Q: 3 clusters Score -683191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -683191.062500 Penalty: 4280.473145
	Iteration 38Q: 3 clusters Score -683191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -683193.687500 Penalty: 4280.473145
	Iteration 39Q: 3 clusters Score -683193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -683194.125000 Penalty: 4280.473145
	Iteration 40F: 3 clusters Score -683194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Entering Unmasked Estep 
Score: -3291581.000000 Penalty: 2525.499268
	Iteration 0F: 2 clusters Score -3291581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3273380.250000 Penalty: 5050.998535
	Iteration 0F: 3 clusters Score -3273380 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3279898.750000 Penalty: 5050.998535
	Iteration 1F: 3 clusters Score -3279899 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3280338.500000 Penalty: 5050.998535
	Iteration 2Q: 3 clusters Score -3280338 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3280750.250000 Penalty: 5050.998535
	Iteration 3Q: 3 clusters Score -3280750 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3281158.500000 Penalty: 5050.998535
	Iteration 4Q: 3 clusters Score -3281158 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3281652.000000 Penalty: 5050.998535
	Iteration 5Q: 3 clusters Score -3281652 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3282218.500000 Penalty: 5050.998535
	Iteration 6Q: 3 clusters Score -3282218 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3282915.500000 Penalty: 5050.998535
	Iteration 7Q: 3 clusters Score -3282916 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3283675.750000 Penalty: 5050.998535
	Iteration 8F: 3 clusters Score -3283676 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3284438.500000 Penalty: 5050.998535
	Iteration 9Q: 3 clusters Score -3284438 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3285202.500000 Penalty: 5050.998535
	Iteration 10Q: 3 clusters Score -3285202 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3285881.250000 Penalty: 5050.998535
	Iteration 11Q: 3 clusters Score -3285881 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3286501.000000 Penalty: 5050.998535
	Iteration 12Q: 3 clusters Score -3286501 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3286994.500000 Penalty: 5050.998535
	Iteration 13Q: 3 clusters Score -3286994 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3287400.750000 Penalty: 5050.998535
	Iteration 14Q: 3 clusters Score -3287401 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3287733.250000 Penalty: 5050.998535
	Iteration 15Q: 3 clusters Score -3287733 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3287988.750000 Penalty: 5050.998535
	Iteration 16Q: 3 clusters Score -3287989 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3288213.500000 Penalty: 5050.998535
	Iteration 17Q: 3 clusters Score -3288214 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3288383.250000 Penalty: 5050.998535
	Iteration 18Q: 3 clusters Score -3288383 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3288517.750000 Penalty: 5050.998535
	Iteration 19Q: 3 clusters Score -3288518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3288625.250000 Penalty: 5050.998535
	Iteration 20F: 3 clusters Score -3288625 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3288720.500000 Penalty: 5050.998535
	Iteration 21Q: 3 clusters Score -3288720 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3288833.500000 Penalty: 5050.998535
	Iteration 22Q: 3 clusters Score -3288834 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3288932.250000 Penalty: 5050.998535
	Iteration 23Q: 3 clusters Score -3288932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3289011.500000 Penalty: 5050.998535
	Iteration 24Q: 3 clusters Score -3289012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3289091.750000 Penalty: 5050.998535
	Iteration 25Q: 3 clusters Score -3289092 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3289167.750000 Penalty: 5050.998535
	Iteration 26Q: 3 clusters Score -3289168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3289221.250000 Penalty: 5050.998535
	Iteration 27Q: 3 clusters Score -3289221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3289264.750000 Penalty: 5050.998535
	Iteration 28Q: 3 clusters Score -3289265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3289315.500000 Penalty: 5050.998535
	Iteration 29Q: 3 clusters Score -3289316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3289346.250000 Penalty: 5050.998535
	Iteration 30Q: 3 clusters Score -3289346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3289367.250000 Penalty: 5050.998535
	Iteration 31Q: 3 clusters Score -3289367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3289385.500000 Penalty: 5050.998535
	Iteration 32Q: 3 clusters Score -3289386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3289392.250000 Penalty: 5050.998535
	Iteration 33Q: 3 clusters Score -3289392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3289406.000000 Penalty: 5050.998535
	Iteration 34Q: 3 clusters Score -3289406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3289410.750000 Penalty: 5050.998535
	Iteration 35Q: 3 clusters Score -3289411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3289414.000000 Penalty: 5050.998535
	Iteration 36Q: 3 clusters Score -3289414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3289421.750000 Penalty: 5050.998535
	Iteration 37Q: 3 clusters Score -3289422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3289423.250000 Penalty: 5050.998535
	Iteration 38Q: 3 clusters Score -3289423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3289428.250000 Penalty: 5050.998535
	Iteration 39Q: 3 clusters Score -3289428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3289429.250000 Penalty: 5050.998535
	Iteration 40F: 3 clusters Score -3289429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3289440.250000 Penalty: 5050.998535
	Iteration 41Q: 3 clusters Score -3289440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3289443.250000 Penalty: 5050.998535
	Iteration 42Q: 3 clusters Score -3289443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3289445.250000 Penalty: 5050.998535
	Iteration 43Q: 3 clusters Score -3289445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3289446.500000 Penalty: 5050.998535
	Iteration 44Q: 3 clusters Score -3289446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3289449.000000 Penalty: 5050.998535
	Iteration 45Q: 3 clusters Score -3289449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3289452.000000 Penalty: 5050.998535
	Iteration 46Q: 3 clusters Score -3289452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3289450.000000 Penalty: 5050.998535
	Iteration 47Q: 3 clusters Score -3289450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3289451.500000 Penalty: 5050.998535
	Iteration 48Q: 3 clusters Score -3289452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3289454.750000 Penalty: 5050.998535
	Iteration 49Q: 3 clusters Score -3289455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3289454.250000 Penalty: 5050.998535
	Iteration 50Q: 3 clusters Score -3289454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3289454.250000 Penalty: 5050.998535
	Iteration 51F: 3 clusters Score -3289454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Entering Unmasked Estep 
Score: -2134585.250000 Penalty: 2423.119141
	Iteration 0F: 2 clusters Score -2134585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2122017.250000 Penalty: 4846.238281
	Iteration 0F: 3 clusters Score -2122017 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2126722.500000 Penalty: 4846.238281
	Iteration 1F: 3 clusters Score -2126722 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2127384.250000 Penalty: 4846.238281
	Iteration 2F: 3 clusters Score -2127384 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2128027.250000 Penalty: 4846.238281
	Iteration 3F: 3 clusters Score -2128027 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2128706.000000 Penalty: 4846.238281
	Iteration 4F: 3 clusters Score -2128706 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2129409.500000 Penalty: 4846.238281
	Iteration 5F: 3 clusters Score -2129410 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2130059.750000 Penalty: 4846.238281
	Iteration 6F: 3 clusters Score -2130060 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2130605.250000 Penalty: 4846.238281
	Iteration 7Q: 3 clusters Score -2130605 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2131014.500000 Penalty: 4846.238281
	Iteration 8Q: 3 clusters Score -2131014 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2131370.250000 Penalty: 4846.238281
	Iteration 9Q: 3 clusters Score -2131370 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2131669.750000 Penalty: 4846.238281
	Iteration 10Q: 3 clusters Score -2131670 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2131868.500000 Penalty: 4846.238281
	Iteration 11Q: 3 clusters Score -2131868 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2131996.750000 Penalty: 4846.238281
	Iteration 12Q: 3 clusters Score -2131997 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2132069.250000 Penalty: 4846.238281
	Iteration 13Q: 3 clusters Score -2132069 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2132130.000000 Penalty: 4846.238281
	Iteration 14Q: 3 clusters Score -2132130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2132185.500000 Penalty: 4846.238281
	Iteration 15Q: 3 clusters Score -2132186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2132224.500000 Penalty: 4846.238281
	Iteration 16Q: 3 clusters Score -2132224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2132241.000000 Penalty: 4846.238281
	Iteration 17Q: 3 clusters Score -2132241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2132258.750000 Penalty: 4846.238281
	Iteration 18Q: 3 clusters Score -2132259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2132272.250000 Penalty: 4846.238281
	Iteration 19Q: 3 clusters Score -2132272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2132301.750000 Penalty: 4846.238281
	Iteration 20F: 3 clusters Score -2132302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2132342.000000 Penalty: 4846.238281
	Iteration 21Q: 3 clusters Score -2132342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2132388.000000 Penalty: 4846.238281
	Iteration 22Q: 3 clusters Score -2132388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2132444.250000 Penalty: 4846.238281
	Iteration 23Q: 3 clusters Score -2132444 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2132485.750000 Penalty: 4846.238281
	Iteration 24Q: 3 clusters Score -2132486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2132531.750000 Penalty: 4846.238281
	Iteration 25Q: 3 clusters Score -2132532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2132581.750000 Penalty: 4846.238281
	Iteration 26Q: 3 clusters Score -2132582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2132614.000000 Penalty: 4846.238281
	Iteration 27Q: 3 clusters Score -2132614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2132653.000000 Penalty: 4846.238281
	Iteration 28Q: 3 clusters Score -2132653 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2132694.250000 Penalty: 4846.238281
	Iteration 29Q: 3 clusters Score -2132694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2132727.750000 Penalty: 4846.238281
	Iteration 30Q: 3 clusters Score -2132728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2132780.250000 Penalty: 4846.238281
	Iteration 31Q: 3 clusters Score -2132780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2132832.750000 Penalty: 4846.238281
	Iteration 32Q: 3 clusters Score -2132833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2132881.750000 Penalty: 4846.238281
	Iteration 33Q: 3 clusters Score -2132882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2132936.000000 Penalty: 4846.238281
	Iteration 34Q: 3 clusters Score -2132936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2132981.000000 Penalty: 4846.238281
	Iteration 35Q: 3 clusters Score -2132981 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2133025.500000 Penalty: 4846.238281
	Iteration 36Q: 3 clusters Score -2133026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2133078.250000 Penalty: 4846.238281
	Iteration 37Q: 3 clusters Score -2133078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2133135.250000 Penalty: 4846.238281
	Iteration 38Q: 3 clusters Score -2133135 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2133204.000000 Penalty: 4846.238281
	Iteration 39Q: 3 clusters Score -2133204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2133267.500000 Penalty: 4846.238281
	Iteration 40F: 3 clusters Score -2133268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2133316.500000 Penalty: 4846.238281
	Iteration 41Q: 3 clusters Score -2133316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2133345.000000 Penalty: 4846.238281
	Iteration 42Q: 3 clusters Score -2133345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2133369.500000 Penalty: 4846.238281
	Iteration 43Q: 3 clusters Score -2133370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2133390.500000 Penalty: 4846.238281
	Iteration 44Q: 3 clusters Score -2133390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2133399.250000 Penalty: 4846.238281
	Iteration 45Q: 3 clusters Score -2133399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2133402.000000 Penalty: 4846.238281
	Iteration 46Q: 3 clusters Score -2133402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2133404.500000 Penalty: 4846.238281
	Iteration 47Q: 3 clusters Score -2133404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2133414.000000 Penalty: 4846.238281
	Iteration 48Q: 3 clusters Score -2133414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2133408.500000 Penalty: 4846.238281
	Iteration 49Q: 3 clusters Score -2133408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2133412.250000 Penalty: 4846.238281
	Iteration 50Q: 3 clusters Score -2133412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2133420.750000 Penalty: 4846.238281
	Iteration 51Q: 3 clusters Score -2133421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2133419.750000 Penalty: 4846.238281
	Iteration 52Q: 3 clusters Score -2133420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2133421.500000 Penalty: 4846.238281
	Iteration 53Q: 3 clusters Score -2133422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2133419.250000 Penalty: 4846.238281
	Iteration 54Q: 3 clusters Score -2133419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2133417.250000 Penalty: 4846.238281
	Iteration 55Q: 3 clusters Score -2133417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2133417.000000 Penalty: 4846.238281
	Iteration 56Q: 3 clusters Score -2133417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2133417.000000 Penalty: 4846.238281
	Iteration 57F: 3 clusters Score -2133417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -1101679.875000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -1101680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1096094.750000 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -1096095 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1097837.000000 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -1097837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1098408.625000 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -1098409 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1099013.000000 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -1099013 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1099585.250000 Penalty: 4369.617676
	Iteration 4F: 3 clusters Score -1099585 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1100098.000000 Penalty: 4369.617676
	Iteration 5F: 3 clusters Score -1100098 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1100483.375000 Penalty: 4369.617676
	Iteration 6F: 3 clusters Score -1100483 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1100810.125000 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -1100810 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1101009.250000 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -1101009 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1101130.625000 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -1101131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1101210.500000 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -1101210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1101253.375000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -1101253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1101289.500000 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -1101290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1101311.500000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -1101312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1101329.250000 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -1101329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1101335.875000 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -1101336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1101341.750000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -1101342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1101348.375000 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -1101348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1101351.250000 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -1101351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1101360.000000 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -1101360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1101369.375000 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -1101369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1101380.500000 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -1101380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1101387.125000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -1101387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1101394.125000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -1101394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1101395.000000 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -1101395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1101396.125000 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -1101396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1101399.250000 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -1101399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1101401.750000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -1101402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1101403.625000 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -1101404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1101402.875000 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -1101403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1101401.750000 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -1101402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1101403.750000 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -1101404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1101402.625000 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -1101403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1101402.625000 Penalty: 4369.617676
	Iteration 33F: 3 clusters Score -1101403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -37917.777344 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -37917.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36595.308594 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -36595.31 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37090.625000 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -37090.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37309.183594 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -37309.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37453.101562 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -37453.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37509.765625 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -37509.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37549.980469 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -37549.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37567.070312 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -37567.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37588.414062 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -37588.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37599.820312 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -37599.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37604.617188 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -37604.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37609.527344 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -37609.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37613.757812 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -37613.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37616.691406 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -37616.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37618.984375 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -37618.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37618.984375 Penalty: 3143.942627
	Iteration 14F: 3 clusters Score -37618.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -136827.687500 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -136827.7 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 554 members 
Entering Unmasked Estep 
Score: -134793.093750 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -134793.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135089.078125 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -135089.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135178.953125 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -135179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135220.484375 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -135220.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135240.546875 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -135240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135248.687500 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -135248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135256.687500 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -135256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135262.671875 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -135262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135269.671875 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -135269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135279.875000 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -135279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135284.984375 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -135285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135288.468750 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -135288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135291.187500 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -135291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135295.125000 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -135295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135300.718750 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -135300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135305.109375 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -135305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135311.968750 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -135312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135323.765625 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -135323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -135333.203125 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -135333.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135343.250000 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -135343.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135362.046875 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -135362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135370.156250 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -135370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135373.015625 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -135373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135373.390625 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -135373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135373.968750 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -135374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -135375.812500 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -135375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -135377.250000 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -135377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135378.250000 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -135378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135381.328125 Penalty: 3482.014648
	Iteration 28Q: 3 clusters Score -135381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135389.625000 Penalty: 3482.014648
	Iteration 29Q: 3 clusters Score -135389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135396.484375 Penalty: 3482.014648
	Iteration 30Q: 3 clusters Score -135396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -135403.656250 Penalty: 3482.014648
	Iteration 31Q: 3 clusters Score -135403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135406.640625 Penalty: 3482.014648
	Iteration 32Q: 3 clusters Score -135406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135408.687500 Penalty: 3482.014648
	Iteration 33Q: 3 clusters Score -135408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135410.593750 Penalty: 3482.014648
	Iteration 34Q: 3 clusters Score -135410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -135413.906250 Penalty: 3482.014648
	Iteration 35Q: 3 clusters Score -135413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135417.843750 Penalty: 3482.014648
	Iteration 36Q: 3 clusters Score -135417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135421.484375 Penalty: 3482.014648
	Iteration 37Q: 3 clusters Score -135421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135422.546875 Penalty: 3482.014648
	Iteration 38Q: 3 clusters Score -135422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135423.171875 Penalty: 3482.014648
	Iteration 39Q: 3 clusters Score -135423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135424.406250 Penalty: 3482.014648
	Iteration 40F: 3 clusters Score -135424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -223638.781250 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -223638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221108.859375 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -221108.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221612.390625 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -221612.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221775.359375 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -221775.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221859.250000 Penalty: 3734.319092
	Iteration 3Q: 3 clusters Score -221859.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221909.625000 Penalty: 3734.319092
	Iteration 4Q: 3 clusters Score -221909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -221942.750000 Penalty: 3734.319092
	Iteration 5Q: 3 clusters Score -221942.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -221968.515625 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -221968.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221994.593750 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -221994.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -222045.015625 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -222045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -222081.203125 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -222081.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -222122.578125 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -222122.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222164.921875 Penalty: 3734.319092
	Iteration 11Q: 3 clusters Score -222164.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222208.109375 Penalty: 3734.319092
	Iteration 12Q: 3 clusters Score -222208.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -222252.281250 Penalty: 3734.319092
	Iteration 13Q: 3 clusters Score -222252.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -222281.484375 Penalty: 3734.319092
	Iteration 14Q: 3 clusters Score -222281.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222301.312500 Penalty: 3734.319092
	Iteration 15Q: 3 clusters Score -222301.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -222321.312500 Penalty: 3734.319092
	Iteration 16Q: 3 clusters Score -222321.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -222334.390625 Penalty: 3734.319092
	Iteration 17Q: 3 clusters Score -222334.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -222345.484375 Penalty: 3734.319092
	Iteration 18Q: 3 clusters Score -222345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222357.343750 Penalty: 3734.319092
	Iteration 19Q: 3 clusters Score -222357.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -222368.562500 Penalty: 3734.319092
	Iteration 20F: 3 clusters Score -222368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222380.609375 Penalty: 3734.319092
	Iteration 21Q: 3 clusters Score -222380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222390.015625 Penalty: 3734.319092
	Iteration 22Q: 3 clusters Score -222390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -222394.703125 Penalty: 3734.319092
	Iteration 23Q: 3 clusters Score -222394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -222395.734375 Penalty: 3734.319092
	Iteration 24Q: 3 clusters Score -222395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -222396.468750 Penalty: 3734.319092
	Iteration 25Q: 3 clusters Score -222396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222398.859375 Penalty: 3734.319092
	Iteration 26Q: 3 clusters Score -222398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222399.203125 Penalty: 3734.319092
	Iteration 27Q: 3 clusters Score -222399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222399.203125 Penalty: 3734.319092
	Iteration 28F: 3 clusters Score -222399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -44947.578125 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -44947.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43720.839844 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -43720.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43887.425781 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -43887.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43947.796875 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -43947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43980.539062 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -43980.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43999.707031 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -43999.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44031.027344 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -44031.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44043.183594 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -44043.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44073.613281 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -44073.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44160.777344 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -44160.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44258.683594 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -44258.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44353.195312 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -44353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44421.914062 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -44421.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44496.074219 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -44496.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44590.183594 Penalty: 2820.739746
	Iteration 13Q: 3 clusters Score -44590.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44617.933594 Penalty: 2820.739746
	Iteration 14Q: 3 clusters Score -44617.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44670.562500 Penalty: 2820.739746
	Iteration 15Q: 3 clusters Score -44670.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44684.179688 Penalty: 2820.739746
	Iteration 16Q: 3 clusters Score -44684.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44715.289062 Penalty: 2820.739746
	Iteration 17Q: 3 clusters Score -44715.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44715.289062 Penalty: 2820.739746
	Iteration 18F: 3 clusters Score -44715.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -206352.140625 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -206352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -203968.359375 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -203968.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204385.890625 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -204385.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204506.828125 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -204506.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -204564.390625 Penalty: 3685.924561
	Iteration 3Q: 3 clusters Score -204564.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -204598.375000 Penalty: 3685.924561
	Iteration 4Q: 3 clusters Score -204598.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -204623.359375 Penalty: 3685.924561
	Iteration 5Q: 3 clusters Score -204623.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -204643.468750 Penalty: 3685.924561
	Iteration 6Q: 3 clusters Score -204643.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204659.656250 Penalty: 3685.924561
	Iteration 7Q: 3 clusters Score -204659.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204673.828125 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -204673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204683.640625 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -204683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -204689.531250 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -204689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -204696.781250 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -204696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -204702.875000 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -204702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204711.578125 Penalty: 3685.924561
	Iteration 13Q: 3 clusters Score -204711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -204719.906250 Penalty: 3685.924561
	Iteration 14Q: 3 clusters Score -204719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -204727.218750 Penalty: 3685.924561
	Iteration 15Q: 3 clusters Score -204727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -204732.671875 Penalty: 3685.924561
	Iteration 16Q: 3 clusters Score -204732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204739.718750 Penalty: 3685.924561
	Iteration 17Q: 3 clusters Score -204739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204745.390625 Penalty: 3685.924561
	Iteration 18Q: 3 clusters Score -204745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -204753.781250 Penalty: 3685.924561
	Iteration 19Q: 3 clusters Score -204753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204761.703125 Penalty: 3685.924561
	Iteration 20F: 3 clusters Score -204761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204768.828125 Penalty: 3685.924561
	Iteration 21Q: 3 clusters Score -204768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -204774.250000 Penalty: 3685.924561
	Iteration 22Q: 3 clusters Score -204774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -204780.921875 Penalty: 3685.924561
	Iteration 23Q: 3 clusters Score -204780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -204784.843750 Penalty: 3685.924561
	Iteration 24Q: 3 clusters Score -204784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -204786.843750 Penalty: 3685.924561
	Iteration 25Q: 3 clusters Score -204786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -204789.125000 Penalty: 3685.924561
	Iteration 26Q: 3 clusters Score -204789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -204790.687500 Penalty: 3685.924561
	Iteration 27Q: 3 clusters Score -204790.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204793.625000 Penalty: 3685.924561
	Iteration 28Q: 3 clusters Score -204793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -204799.343750 Penalty: 3685.924561
	Iteration 29Q: 3 clusters Score -204799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -204803.984375 Penalty: 3685.924561
	Iteration 30Q: 3 clusters Score -204804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -204807.531250 Penalty: 3685.924561
	Iteration 31Q: 3 clusters Score -204807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204811.343750 Penalty: 3685.924561
	Iteration 32Q: 3 clusters Score -204811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204819.406250 Penalty: 3685.924561
	Iteration 33Q: 3 clusters Score -204819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -204825.906250 Penalty: 3685.924561
	Iteration 34Q: 3 clusters Score -204825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -204829.515625 Penalty: 3685.924561
	Iteration 35Q: 3 clusters Score -204829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -204831.968750 Penalty: 3685.924561
	Iteration 36Q: 3 clusters Score -204832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -204837.812500 Penalty: 3685.924561
	Iteration 37Q: 3 clusters Score -204837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204838.343750 Penalty: 3685.924561
	Iteration 38Q: 3 clusters Score -204838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204839.156250 Penalty: 3685.924561
	Iteration 39Q: 3 clusters Score -204839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204843.125000 Penalty: 3685.924561
	Iteration 40F: 3 clusters Score -204843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -204843.296875 Penalty: 3685.924561
	Iteration 41Q: 3 clusters Score -204843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -204846.484375 Penalty: 3685.924561
	Iteration 42Q: 3 clusters Score -204846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -204848.359375 Penalty: 3685.924561
	Iteration 43Q: 3 clusters Score -204848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -204848.781250 Penalty: 3685.924561
	Iteration 44Q: 3 clusters Score -204848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -204848.781250 Penalty: 3685.924561
	Iteration 45F: 3 clusters Score -204848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -563393.937500 Penalty: 2088.001221
	Iteration 0F: 2 clusters Score -563393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -559246.812500 Penalty: 4176.002441
	Iteration 0F: 3 clusters Score -559246.8 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -560254.562500 Penalty: 4176.002441
	Iteration 1F: 3 clusters Score -560254.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -560458.125000 Penalty: 4176.002441
	Iteration 2F: 3 clusters Score -560458.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -560563.875000 Penalty: 4176.002441
	Iteration 3Q: 3 clusters Score -560563.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -560636.375000 Penalty: 4176.002441
	Iteration 4Q: 3 clusters Score -560636.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -560701.500000 Penalty: 4176.002441
	Iteration 5Q: 3 clusters Score -560701.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -560756.375000 Penalty: 4176.002441
	Iteration 6Q: 3 clusters Score -560756.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -560801.937500 Penalty: 4176.002441
	Iteration 7Q: 3 clusters Score -560801.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -560841.625000 Penalty: 4176.002441
	Iteration 8Q: 3 clusters Score -560841.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -560874.562500 Penalty: 4176.002441
	Iteration 9Q: 3 clusters Score -560874.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -560904.937500 Penalty: 4176.002441
	Iteration 10Q: 3 clusters Score -560904.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -560939.375000 Penalty: 4176.002441
	Iteration 11Q: 3 clusters Score -560939.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -560977.687500 Penalty: 4176.002441
	Iteration 12Q: 3 clusters Score -560977.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -561023.875000 Penalty: 4176.002441
	Iteration 13Q: 3 clusters Score -561023.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -561062.500000 Penalty: 4176.002441
	Iteration 14Q: 3 clusters Score -561062.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -561101.625000 Penalty: 4176.002441
	Iteration 15Q: 3 clusters Score -561101.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -561146.812500 Penalty: 4176.002441
	Iteration 16Q: 3 clusters Score -561146.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -561181.937500 Penalty: 4176.002441
	Iteration 17Q: 3 clusters Score -561181.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -561218.312500 Penalty: 4176.002441
	Iteration 18Q: 3 clusters Score -561218.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -561240.937500 Penalty: 4176.002441
	Iteration 19Q: 3 clusters Score -561240.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -561259.500000 Penalty: 4176.002441
	Iteration 20F: 3 clusters Score -561259.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -561287.562500 Penalty: 4176.002441
	Iteration 21Q: 3 clusters Score -561287.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -561315.125000 Penalty: 4176.002441
	Iteration 22Q: 3 clusters Score -561315.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -561347.187500 Penalty: 4176.002441
	Iteration 23Q: 3 clusters Score -561347.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -561392.437500 Penalty: 4176.002441
	Iteration 24Q: 3 clusters Score -561392.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -561428.062500 Penalty: 4176.002441
	Iteration 25Q: 3 clusters Score -561428.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -561454.937500 Penalty: 4176.002441
	Iteration 26Q: 3 clusters Score -561454.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -561473.937500 Penalty: 4176.002441
	Iteration 27Q: 3 clusters Score -561473.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -561486.875000 Penalty: 4176.002441
	Iteration 28Q: 3 clusters Score -561486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -561494.062500 Penalty: 4176.002441
	Iteration 29Q: 3 clusters Score -561494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -561498.437500 Penalty: 4176.002441
	Iteration 30Q: 3 clusters Score -561498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -561501.375000 Penalty: 4176.002441
	Iteration 31Q: 3 clusters Score -561501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -561505.625000 Penalty: 4176.002441
	Iteration 32Q: 3 clusters Score -561505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -561508.062500 Penalty: 4176.002441
	Iteration 33Q: 3 clusters Score -561508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -561512.062500 Penalty: 4176.002441
	Iteration 34Q: 3 clusters Score -561512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -561515.062500 Penalty: 4176.002441
	Iteration 35Q: 3 clusters Score -561515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -561515.312500 Penalty: 4176.002441
	Iteration 36Q: 3 clusters Score -561515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -561515.312500 Penalty: 4176.002441
	Iteration 37F: 3 clusters Score -561515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -672927.875000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -672927.9 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 2671 members 
Entering Unmasked Estep 
Score: -668105.437500 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -668105.4 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -669312.312500 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -669312.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -669643.375000 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -669643.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -669951.562500 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -669951.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -670259.375000 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -670259.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -670608.812500 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -670608.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -670957.125000 Penalty: 4269.994629
	Iteration 6F: 3 clusters Score -670957.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -671296.312500 Penalty: 4269.994629
	Iteration 7Q: 3 clusters Score -671296.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -671529.125000 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -671529.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -671678.562500 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -671678.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -671784.250000 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -671784.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -671871.875000 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -671871.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -671947.687500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -671947.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -672006.375000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -672006.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -672054.312500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -672054.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -672094.312500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -672094.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -672124.375000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -672124.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -672145.562500 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -672145.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -672163.125000 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -672163.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -672179.000000 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -672179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -672194.062500 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -672194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -672201.625000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -672201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -672209.500000 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -672209.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -672221.250000 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -672221.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -672230.625000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -672230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -672236.312500 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -672236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -672238.750000 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -672238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -672240.875000 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -672240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -672243.125000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -672243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -672249.312500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -672249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -672249.312500 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -672249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -672251.375000 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -672251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -672250.000000 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -672250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -672250.000000 Penalty: 4269.994629
	Iteration 33F: 3 clusters Score -672250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -331279.375000 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -331279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -328674.750000 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -328674.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -329346.718750 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -329346.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -329974.062500 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -329974.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -330764.625000 Penalty: 3785.430664
	Iteration 3F: 3 clusters Score -330764.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -331496.875000 Penalty: 3785.430664
	Iteration 4F: 3 clusters Score -331496.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -331875.093750 Penalty: 3785.430664
	Iteration 5F: 3 clusters Score -331875.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -331957.312500 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -331957.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -331972.468750 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -331972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -331978.937500 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -331978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -331981.437500 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -331981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -331981.718750 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -331981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -331981.718750 Penalty: 3785.430664
	Iteration 11F: 3 clusters Score -331981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 1145 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 918 members 
Entering Unmasked Estep 
Score: -134487664.000000 Penalty: 245151.562500
Splitting cluster 67 changes total score from -134488512.000000 to -134487664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -47977.902344 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -47977.9 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 183 members 
Entering Unmasked Estep 
Score: -46709.195312 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -46709.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46964.660156 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -46964.66 nChanged 39
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: -47245.269531 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -47245.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47444.367188 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -47444.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47598.734375 Penalty: 2966.781494
	Iteration 4F: 3 clusters Score -47598.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47672.957031 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -47672.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47702.214844 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -47702.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47720.441406 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -47720.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47725.046875 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -47725.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47743.339844 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -47743.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47744.316406 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -47744.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47744.316406 Penalty: 2966.781494
	Iteration 11F: 3 clusters Score -47744.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -201025.375000 Penalty: 1837.615967
	Iteration 0F: 2 clusters Score -201025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198640.921875 Penalty: 3675.231934
	Iteration 0F: 3 clusters Score -198640.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199023.218750 Penalty: 3675.231934
	Iteration 1F: 3 clusters Score -199023.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199126.046875 Penalty: 3675.231934
	Iteration 2F: 3 clusters Score -199126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -199180.875000 Penalty: 3675.231934
	Iteration 3Q: 3 clusters Score -199180.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199213.734375 Penalty: 3675.231934
	Iteration 4Q: 3 clusters Score -199213.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199231.546875 Penalty: 3675.231934
	Iteration 5Q: 3 clusters Score -199231.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199247.921875 Penalty: 3675.231934
	Iteration 6Q: 3 clusters Score -199247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -199260.265625 Penalty: 3675.231934
	Iteration 7Q: 3 clusters Score -199260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -199264.859375 Penalty: 3675.231934
	Iteration 8Q: 3 clusters Score -199264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -199270.546875 Penalty: 3675.231934
	Iteration 9Q: 3 clusters Score -199270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -199270.656250 Penalty: 3675.231934
	Iteration 10Q: 3 clusters Score -199270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -199270.656250 Penalty: 3675.231934
	Iteration 11F: 3 clusters Score -199270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -237159.625000 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -237159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -234868.234375 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -234868.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -235596.265625 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -235596.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -236435.859375 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -236435.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237238.750000 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -237238.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -237483.156250 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -237483.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -237569.390625 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -237569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237616.000000 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -237616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -237628.500000 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -237628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -237639.421875 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -237639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -237650.796875 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -237650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237665.437500 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -237665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -237682.937500 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -237682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237694.625000 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -237694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -237699.453125 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -237699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -237703.359375 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -237703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237705.140625 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -237705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237705.140625 Penalty: 3634.905029
	Iteration 16F: 3 clusters Score -237705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 575 members 
Mstep: Class 71 contains 948 members 
Entering Unmasked Estep 
Score: -134487648.000000 Penalty: 245151.562500
Splitting cluster 70 changes total score from -134488512.000000 to -134487648.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 51954 members 
Mstep: Class 8 contains 41164 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67787 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11472 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15587 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 2753 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35649 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12165 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26462 members 
Mstep: Class 58 contains 17512 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2063 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488480.000000 Penalty: 241698.718750
Iteration 159Q: 71 clusters Score -1.344885e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132781 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10341 members 
Mstep: Class 7 contains 51947 members 
Mstep: Class 8 contains 41193 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8974 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27804 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 67771 members 
Mstep: Class 23 contains 12297 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11482 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68344 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35395 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3405 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15558 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7239 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35652 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12168 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2665 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26489 members 
Mstep: Class 58 contains 17494 members 
Mstep: Class 59 contains 6703 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4532 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2059 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488416.000000 Penalty: 241698.718750
Iteration 160F: 71 clusters Score -1.344884e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132779 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10334 members 
Mstep: Class 7 contains 51936 members 
Mstep: Class 8 contains 41218 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 67760 members 
Mstep: Class 23 contains 12300 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 26997 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11497 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68348 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35407 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3408 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15521 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7237 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 35652 members 
Mstep: Class 47 contains 795 members 
Mstep: Class 48 contains 12169 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5140 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26507 members 
Mstep: Class 58 contains 17488 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4532 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2059 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488320.000000 Penalty: 241698.718750
Iteration 161Q: 71 clusters Score -1.344883e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25628 members 
Mstep: Class 3 contains 132785 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10324 members 
Mstep: Class 7 contains 51925 members 
Mstep: Class 8 contains 41250 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 8989 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11783 members 
Mstep: Class 16 contains 242402 members 
Mstep: Class 17 contains 27786 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 9381 members 
Mstep: Class 22 contains 67748 members 
Mstep: Class 23 contains 12302 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 26990 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11505 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68341 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35419 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3411 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15479 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7236 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35652 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12175 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5142 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8413 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26531 members 
Mstep: Class 58 contains 17478 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2056 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488160.000000 Penalty: 241698.718750
Iteration 162Q: 71 clusters Score -1.344882e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 25632 members 
Mstep: Class 3 contains 132783 members 
Mstep: Class 4 contains 10177 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 51926 members 
Mstep: Class 8 contains 41276 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 8993 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 242397 members 
Mstep: Class 17 contains 27785 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67737 members 
Mstep: Class 23 contains 12305 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 26980 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11512 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68336 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35431 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3413 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15444 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7235 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35654 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12178 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5145 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8414 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 26544 members 
Mstep: Class 58 contains 17468 members 
Mstep: Class 59 contains 6707 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1119 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488304.000000 Penalty: 241698.718750
Iteration 163Q: 71 clusters Score -1.344883e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 25629 members 
Mstep: Class 3 contains 132780 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 51916 members 
Mstep: Class 8 contains 41304 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 242397 members 
Mstep: Class 17 contains 27780 members 
Mstep: Class 18 contains 34800 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67731 members 
Mstep: Class 23 contains 12308 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 26974 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11517 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68339 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35436 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3413 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15411 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7235 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35655 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12182 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5147 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26558 members 
Mstep: Class 58 contains 17457 members 
Mstep: Class 59 contains 6708 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1120 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488400.000000 Penalty: 241698.718750
Iteration 164Q: 71 clusters Score -1.344884e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25626 members 
Mstep: Class 3 contains 132780 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 51914 members 
Mstep: Class 8 contains 41325 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9008 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 242400 members 
Mstep: Class 17 contains 27772 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67721 members 
Mstep: Class 23 contains 12309 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26972 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11519 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68342 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35442 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3414 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15384 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7236 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35656 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12187 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5149 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8416 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26569 members 
Mstep: Class 58 contains 17442 members 
Mstep: Class 59 contains 6708 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2056 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488480.000000 Penalty: 241698.718750
Iteration 165Q: 71 clusters Score -1.344885e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25626 members 
Mstep: Class 3 contains 132781 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10318 members 
Mstep: Class 7 contains 51909 members 
Mstep: Class 8 contains 41344 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9017 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27765 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67715 members 
Mstep: Class 23 contains 12309 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26966 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11523 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68340 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35454 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3416 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15361 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7235 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35655 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12191 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5149 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26582 members 
Mstep: Class 58 contains 17430 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2055 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488608.000000 Penalty: 241698.718750
Iteration 166Q: 71 clusters Score -1.344886e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 25623 members 
Mstep: Class 3 contains 132782 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 51908 members 
Mstep: Class 8 contains 41362 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9027 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 242398 members 
Mstep: Class 17 contains 27759 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67705 members 
Mstep: Class 23 contains 12308 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26960 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11527 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68336 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35468 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3419 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15346 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7234 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35654 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12194 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5149 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26599 members 
Mstep: Class 58 contains 17416 members 
Mstep: Class 59 contains 6704 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2053 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 167Q: 71 clusters Score -1.344886e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25618 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 51900 members 
Mstep: Class 8 contains 41377 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27758 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67696 members 
Mstep: Class 23 contains 12309 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26961 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11532 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68328 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35474 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3419 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15331 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7235 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35653 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12196 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5151 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26616 members 
Mstep: Class 58 contains 17405 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2053 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488576.000000 Penalty: 241698.718750
Iteration 168Q: 71 clusters Score -1.344886e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25616 members 
Mstep: Class 3 contains 132784 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10303 members 
Mstep: Class 7 contains 51896 members 
Mstep: Class 8 contains 41385 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9047 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27756 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67689 members 
Mstep: Class 23 contains 12311 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26954 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11536 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68326 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35483 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15321 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7235 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35655 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12198 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26623 members 
Mstep: Class 58 contains 17401 members 
Mstep: Class 59 contains 6704 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2053 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 169Q: 71 clusters Score -1.344886e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 132783 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 51895 members 
Mstep: Class 8 contains 41388 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9055 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 242398 members 
Mstep: Class 17 contains 27753 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67681 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26955 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11539 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68325 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35491 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15315 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35658 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26630 members 
Mstep: Class 58 contains 17397 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488560.000000 Penalty: 241698.718750
Iteration 170Q: 71 clusters Score -1.344886e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25615 members 
Mstep: Class 3 contains 132783 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 51881 members 
Mstep: Class 8 contains 41396 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27755 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67673 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26957 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11544 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68321 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35495 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12467 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15305 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7230 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35659 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26634 members 
Mstep: Class 58 contains 17393 members 
Mstep: Class 59 contains 6706 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488448.000000 Penalty: 241698.718750
Iteration 171Q: 71 clusters Score -1.344884e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25615 members 
Mstep: Class 3 contains 132786 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 51876 members 
Mstep: Class 8 contains 41403 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9087 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 242395 members 
Mstep: Class 17 contains 27754 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67667 members 
Mstep: Class 23 contains 12313 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26958 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11549 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68319 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35499 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15297 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7229 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35658 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26636 members 
Mstep: Class 58 contains 17386 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2053 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488608.000000 Penalty: 241698.718750
Iteration 172Q: 71 clusters Score -1.344886e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25615 members 
Mstep: Class 3 contains 132788 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10290 members 
Mstep: Class 7 contains 51860 members 
Mstep: Class 8 contains 41413 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9104 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 242397 members 
Mstep: Class 17 contains 27753 members 
Mstep: Class 18 contains 34798 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67663 members 
Mstep: Class 23 contains 12314 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26957 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11551 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68315 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35502 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15292 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7228 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35655 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26640 members 
Mstep: Class 58 contains 17383 members 
Mstep: Class 59 contains 6704 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2053 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488464.000000 Penalty: 241698.718750
Iteration 173Q: 71 clusters Score -1.344885e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25613 members 
Mstep: Class 3 contains 132790 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 51850 members 
Mstep: Class 8 contains 41424 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9123 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 242394 members 
Mstep: Class 17 contains 27753 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67655 members 
Mstep: Class 23 contains 12315 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26955 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11553 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68309 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35506 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15283 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7230 members 
Mstep: Class 43 contains 2754 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35658 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12202 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26641 members 
Mstep: Class 58 contains 17378 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488640.000000 Penalty: 241698.718750
Iteration 174Q: 71 clusters Score -1.344886e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25614 members 
Mstep: Class 3 contains 132794 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10286 members 
Mstep: Class 7 contains 51834 members 
Mstep: Class 8 contains 41434 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 242393 members 
Mstep: Class 17 contains 27751 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67645 members 
Mstep: Class 23 contains 12314 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26953 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11554 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68312 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35512 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15278 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7230 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35658 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12203 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26644 members 
Mstep: Class 58 contains 17367 members 
Mstep: Class 59 contains 6704 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488704.000000 Penalty: 241698.718750
Iteration 175Q: 71 clusters Score -1.344887e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 25611 members 
Mstep: Class 3 contains 132798 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10282 members 
Mstep: Class 7 contains 51829 members 
Mstep: Class 8 contains 41438 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 242396 members 
Mstep: Class 17 contains 27749 members 
Mstep: Class 18 contains 34795 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9386 members 
Mstep: Class 22 contains 67635 members 
Mstep: Class 23 contains 12315 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26947 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11556 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68309 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35523 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15270 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7230 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35658 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26652 members 
Mstep: Class 58 contains 17363 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488560.000000 Penalty: 241698.718750
Iteration 176Q: 71 clusters Score -1.344886e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25609 members 
Mstep: Class 3 contains 132798 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10278 members 
Mstep: Class 7 contains 51820 members 
Mstep: Class 8 contains 41447 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 242405 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67621 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26953 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11562 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68310 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35525 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15258 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7231 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35660 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26665 members 
Mstep: Class 58 contains 17356 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488496.000000 Penalty: 241698.718750
Iteration 177Q: 71 clusters Score -1.344885e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 25609 members 
Mstep: Class 3 contains 132799 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 51813 members 
Mstep: Class 8 contains 41467 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 242408 members 
Mstep: Class 17 contains 27739 members 
Mstep: Class 18 contains 34791 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67612 members 
Mstep: Class 23 contains 12317 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26956 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11567 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68311 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35527 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15242 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7231 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35662 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26675 members 
Mstep: Class 58 contains 17352 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488480.000000 Penalty: 241698.718750
Iteration 178Q: 71 clusters Score -1.344885e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 25608 members 
Mstep: Class 3 contains 132802 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10264 members 
Mstep: Class 7 contains 51813 members 
Mstep: Class 8 contains 41484 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 242407 members 
Mstep: Class 17 contains 27735 members 
Mstep: Class 18 contains 34790 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67605 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26967 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11572 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68308 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35530 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3421 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15229 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7229 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35662 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12200 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5154 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26679 members 
Mstep: Class 58 contains 17343 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488640.000000 Penalty: 241698.718750
Iteration 179Q: 71 clusters Score -1.344886e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 25607 members 
Mstep: Class 3 contains 132805 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10257 members 
Mstep: Class 7 contains 51814 members 
Mstep: Class 8 contains 41497 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242405 members 
Mstep: Class 17 contains 27730 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67592 members 
Mstep: Class 23 contains 12319 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26972 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11575 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68304 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35534 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3422 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15216 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7230 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35662 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12200 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5155 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26692 members 
Mstep: Class 58 contains 17333 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488640.000000 Penalty: 241698.718750
Iteration 180F: 71 clusters Score -1.344886e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 25608 members 
Mstep: Class 3 contains 132803 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10248 members 
Mstep: Class 7 contains 51807 members 
Mstep: Class 8 contains 41503 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 242409 members 
Mstep: Class 17 contains 27728 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67586 members 
Mstep: Class 23 contains 12319 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26976 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11578 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68302 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35540 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3423 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5501 members 
Mstep: Class 40 contains 15207 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7228 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4837 members 
Mstep: Class 46 contains 35662 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12200 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5156 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26711 members 
Mstep: Class 58 contains 17323 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4533 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 181Q: 71 clusters Score -1.344886e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 25605 members 
Mstep: Class 3 contains 132805 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 51804 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 242404 members 
Mstep: Class 17 contains 27724 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67583 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26982 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11579 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68300 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35542 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3425 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15202 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35663 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12200 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26731 members 
Mstep: Class 58 contains 17313 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488688.000000 Penalty: 241698.718750
Iteration 182Q: 71 clusters Score -1.344887e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 25605 members 
Mstep: Class 3 contains 132806 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 51797 members 
Mstep: Class 8 contains 41511 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 242406 members 
Mstep: Class 17 contains 27724 members 
Mstep: Class 18 contains 34787 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67579 members 
Mstep: Class 23 contains 12324 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26987 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11578 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68301 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35547 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15200 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35663 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26746 members 
Mstep: Class 58 contains 17299 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 183Q: 71 clusters Score -1.344886e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 25603 members 
Mstep: Class 3 contains 132810 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 51795 members 
Mstep: Class 8 contains 41513 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242403 members 
Mstep: Class 17 contains 27721 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67577 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 26996 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11578 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68304 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35548 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12464 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35663 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26757 members 
Mstep: Class 58 contains 17284 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488608.000000 Penalty: 241698.718750
Iteration 184Q: 71 clusters Score -1.344886e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 25602 members 
Mstep: Class 3 contains 132812 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10232 members 
Mstep: Class 7 contains 51793 members 
Mstep: Class 8 contains 41516 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27719 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67574 members 
Mstep: Class 23 contains 12327 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27005 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11580 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68299 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35548 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12464 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15192 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35663 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26764 members 
Mstep: Class 58 contains 17274 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488576.000000 Penalty: 241698.718750
Iteration 185Q: 71 clusters Score -1.344886e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 25603 members 
Mstep: Class 3 contains 132811 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10228 members 
Mstep: Class 7 contains 51786 members 
Mstep: Class 8 contains 41520 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27716 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67572 members 
Mstep: Class 23 contains 12328 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11582 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68293 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35548 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12464 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15190 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35665 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26777 members 
Mstep: Class 58 contains 17265 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488512.000000 Penalty: 241698.718750
Iteration 186Q: 71 clusters Score -1.344885e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 25602 members 
Mstep: Class 3 contains 132812 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 51784 members 
Mstep: Class 8 contains 41520 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242400 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 67569 members 
Mstep: Class 23 contains 12330 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27017 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11583 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68282 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35550 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12464 members 
Mstep: Class 37 contains 3425 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15188 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35668 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26797 members 
Mstep: Class 58 contains 17261 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488704.000000 Penalty: 241698.718750
Iteration 187Q: 71 clusters Score -1.344887e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 25601 members 
Mstep: Class 3 contains 132813 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 51782 members 
Mstep: Class 8 contains 41521 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 242401 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 34790 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67562 members 
Mstep: Class 23 contains 12331 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11584 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68261 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35551 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12464 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15186 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35670 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12199 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26822 members 
Mstep: Class 58 contains 17256 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 188Q: 71 clusters Score -1.344886e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 25599 members 
Mstep: Class 3 contains 132813 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 51778 members 
Mstep: Class 8 contains 41528 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11784 members 
Mstep: Class 16 contains 242399 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67558 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11584 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68244 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35550 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3427 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 15180 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7227 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35670 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12200 members 
Mstep: Class 49 contains 3461 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26839 members 
Mstep: Class 58 contains 17253 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4534 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488592.000000 Penalty: 241698.718750
Iteration 189Q: 71 clusters Score -1.344886e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 25597 members 
Mstep: Class 3 contains 132808 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10220 members 
Mstep: Class 7 contains 51777 members 
Mstep: Class 8 contains 41531 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11784 members 
Mstep: Class 16 contains 242398 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67555 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27031 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11584 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68228 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35552 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12465 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 15179 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35671 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12201 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26861 members 
Mstep: Class 58 contains 17249 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488704.000000 Penalty: 241698.718750
Iteration 190Q: 71 clusters Score -1.344887e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 25597 members 
Mstep: Class 3 contains 132809 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10218 members 
Mstep: Class 7 contains 51776 members 
Mstep: Class 8 contains 41531 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 242400 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67553 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27037 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68213 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35552 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15178 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35669 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12203 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26874 members 
Mstep: Class 58 contains 17241 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488736.000000 Penalty: 241698.718750
Iteration 191Q: 71 clusters Score -1.344887e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 25597 members 
Mstep: Class 3 contains 132804 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10217 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41531 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 242395 members 
Mstep: Class 17 contains 27710 members 
Mstep: Class 18 contains 34794 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67554 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27041 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11586 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68202 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35551 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15177 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 35670 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26893 members 
Mstep: Class 58 contains 17238 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 192Q: 71 clusters Score -1.344886e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 25596 members 
Mstep: Class 3 contains 132802 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10214 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41532 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 242391 members 
Mstep: Class 17 contains 27708 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67554 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27043 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11587 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68202 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35551 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15175 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35671 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26900 members 
Mstep: Class 58 contains 17235 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488640.000000 Penalty: 241698.718750
Iteration 193Q: 71 clusters Score -1.344886e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 25595 members 
Mstep: Class 3 contains 132802 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10212 members 
Mstep: Class 7 contains 51771 members 
Mstep: Class 8 contains 41534 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11792 members 
Mstep: Class 16 contains 242393 members 
Mstep: Class 17 contains 27704 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 67553 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11588 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68194 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35551 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15170 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35672 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26909 members 
Mstep: Class 58 contains 17234 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488608.000000 Penalty: 241698.718750
Iteration 194Q: 71 clusters Score -1.344886e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 25594 members 
Mstep: Class 3 contains 132802 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10208 members 
Mstep: Class 7 contains 51772 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 16 contains 242391 members 
Mstep: Class 17 contains 27701 members 
Mstep: Class 18 contains 34792 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67552 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27053 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11590 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68187 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35552 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15165 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35672 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26921 members 
Mstep: Class 58 contains 17233 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488544.000000 Penalty: 241698.718750
Iteration 195Q: 71 clusters Score -1.344885e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 25594 members 
Mstep: Class 3 contains 132798 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 51772 members 
Mstep: Class 8 contains 41535 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 242392 members 
Mstep: Class 17 contains 27699 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67552 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11591 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68184 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35554 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15161 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7226 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35672 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12203 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26935 members 
Mstep: Class 58 contains 17231 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488592.000000 Penalty: 241698.718750
Iteration 196Q: 71 clusters Score -1.344886e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 25594 members 
Mstep: Class 3 contains 132801 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 51772 members 
Mstep: Class 8 contains 41536 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 242387 members 
Mstep: Class 17 contains 27698 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67552 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11592 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68167 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35557 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15158 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35674 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26947 members 
Mstep: Class 58 contains 17230 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488528.000000 Penalty: 241698.718750
Iteration 197Q: 71 clusters Score -1.344885e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 25593 members 
Mstep: Class 3 contains 132802 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 51771 members 
Mstep: Class 8 contains 41538 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 242386 members 
Mstep: Class 17 contains 27697 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67548 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68155 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35559 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15156 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26959 members 
Mstep: Class 58 contains 17229 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 241698.718750
Iteration 198Q: 71 clusters Score -1.344886e+08 nChanged 52
Entering ConstructFrom: 
Score: -134488624.000000 Penalty: 241698.718750
Entering ConstructFrom: 
Trying to split cluster 1 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1333687.625000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1333688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1325569.000000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1325569 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1327978.125000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1327978 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1328251.000000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1328251 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1328435.250000 Penalty: 4601.191406
	Iteration 3Q: 3 clusters Score -1328435 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1328568.875000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1328569 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1328686.125000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1328686 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1328785.750000 Penalty: 4601.191406
	Iteration 6Q: 3 clusters Score -1328786 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1328887.875000 Penalty: 4601.191406
	Iteration 7Q: 3 clusters Score -1328888 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1329016.625000 Penalty: 4601.191406
	Iteration 8Q: 3 clusters Score -1329017 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1329145.125000 Penalty: 4601.191406
	Iteration 9Q: 3 clusters Score -1329145 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1329291.125000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1329291 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1329449.750000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1329450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1329631.875000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1329632 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1329869.875000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1329870 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1330121.500000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1330122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1330398.750000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1330399 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1330625.750000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1330626 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1330814.375000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1330814 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1330969.375000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1330969 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1331095.000000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1331095 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1331210.125000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1331210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1331299.125000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1331299 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1331377.000000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1331377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1331423.625000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1331424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1331462.375000 Penalty: 4601.191406
	Iteration 24Q: 3 clusters Score -1331462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1331503.375000 Penalty: 4601.191406
	Iteration 25Q: 3 clusters Score -1331503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1331540.375000 Penalty: 4601.191406
	Iteration 26Q: 3 clusters Score -1331540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1331569.125000 Penalty: 4601.191406
	Iteration 27Q: 3 clusters Score -1331569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1331592.000000 Penalty: 4601.191406
	Iteration 28Q: 3 clusters Score -1331592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1331608.875000 Penalty: 4601.191406
	Iteration 29Q: 3 clusters Score -1331609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1331628.375000 Penalty: 4601.191406
	Iteration 30Q: 3 clusters Score -1331628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1331644.250000 Penalty: 4601.191406
	Iteration 31Q: 3 clusters Score -1331644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1331663.750000 Penalty: 4601.191406
	Iteration 32Q: 3 clusters Score -1331664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1331680.750000 Penalty: 4601.191406
	Iteration 33Q: 3 clusters Score -1331681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1331688.500000 Penalty: 4601.191406
	Iteration 34Q: 3 clusters Score -1331688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1331697.500000 Penalty: 4601.191406
	Iteration 35Q: 3 clusters Score -1331698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1331709.250000 Penalty: 4601.191406
	Iteration 36Q: 3 clusters Score -1331709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1331716.875000 Penalty: 4601.191406
	Iteration 37Q: 3 clusters Score -1331717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1331720.375000 Penalty: 4601.191406
	Iteration 38Q: 3 clusters Score -1331720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1331726.250000 Penalty: 4601.191406
	Iteration 39Q: 3 clusters Score -1331726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1331730.625000 Penalty: 4601.191406
	Iteration 40F: 3 clusters Score -1331731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Entering Unmasked Estep 
Score: -3145669.500000 Penalty: 2517.198975
	Iteration 0F: 2 clusters Score -3145670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3127955.750000 Penalty: 5034.397949
	Iteration 0F: 3 clusters Score -3127956 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3134171.000000 Penalty: 5034.397949
	Iteration 1F: 3 clusters Score -3134171 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3134880.500000 Penalty: 5034.397949
	Iteration 2F: 3 clusters Score -3134880 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3135854.750000 Penalty: 5034.397949
	Iteration 3F: 3 clusters Score -3135855 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3137161.750000 Penalty: 5034.397949
	Iteration 4F: 3 clusters Score -3137162 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3138529.000000 Penalty: 5034.397949
	Iteration 5F: 3 clusters Score -3138529 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3139805.250000 Penalty: 5034.397949
	Iteration 6F: 3 clusters Score -3139805 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3141034.750000 Penalty: 5034.397949
	Iteration 7F: 3 clusters Score -3141035 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3142186.250000 Penalty: 5034.397949
	Iteration 8F: 3 clusters Score -3142186 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3143194.750000 Penalty: 5034.397949
	Iteration 9F: 3 clusters Score -3143195 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3143870.500000 Penalty: 5034.397949
	Iteration 10Q: 3 clusters Score -3143870 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3144234.750000 Penalty: 5034.397949
	Iteration 11Q: 3 clusters Score -3144235 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3144442.750000 Penalty: 5034.397949
	Iteration 12Q: 3 clusters Score -3144443 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3144555.250000 Penalty: 5034.397949
	Iteration 13Q: 3 clusters Score -3144555 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3144617.750000 Penalty: 5034.397949
	Iteration 14Q: 3 clusters Score -3144618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3144640.500000 Penalty: 5034.397949
	Iteration 15Q: 3 clusters Score -3144640 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3144662.000000 Penalty: 5034.397949
	Iteration 16Q: 3 clusters Score -3144662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3144697.500000 Penalty: 5034.397949
	Iteration 17Q: 3 clusters Score -3144698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3144709.250000 Penalty: 5034.397949
	Iteration 18Q: 3 clusters Score -3144709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3144726.250000 Penalty: 5034.397949
	Iteration 19Q: 3 clusters Score -3144726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3144729.750000 Penalty: 5034.397949
	Iteration 20F: 3 clusters Score -3144730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3144745.750000 Penalty: 5034.397949
	Iteration 21Q: 3 clusters Score -3144746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3144746.250000 Penalty: 5034.397949
	Iteration 22Q: 3 clusters Score -3144746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3144740.750000 Penalty: 5034.397949
	Iteration 23Q: 3 clusters Score -3144741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3144760.500000 Penalty: 5034.397949
	Iteration 24Q: 3 clusters Score -3144760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3144783.750000 Penalty: 5034.397949
	Iteration 25Q: 3 clusters Score -3144784 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3144791.500000 Penalty: 5034.397949
	Iteration 26Q: 3 clusters Score -3144792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3144803.250000 Penalty: 5034.397949
	Iteration 27Q: 3 clusters Score -3144803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3144815.750000 Penalty: 5034.397949
	Iteration 28Q: 3 clusters Score -3144816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3144822.250000 Penalty: 5034.397949
	Iteration 29Q: 3 clusters Score -3144822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3144829.250000 Penalty: 5034.397949
	Iteration 30Q: 3 clusters Score -3144829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3144835.250000 Penalty: 5034.397949
	Iteration 31Q: 3 clusters Score -3144835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3144837.250000 Penalty: 5034.397949
	Iteration 32Q: 3 clusters Score -3144837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3144846.000000 Penalty: 5034.397949
	Iteration 33Q: 3 clusters Score -3144846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3144843.250000 Penalty: 5034.397949
	Iteration 34Q: 3 clusters Score -3144843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3144853.500000 Penalty: 5034.397949
	Iteration 35Q: 3 clusters Score -3144854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3144859.250000 Penalty: 5034.397949
	Iteration 36Q: 3 clusters Score -3144859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3144863.500000 Penalty: 5034.397949
	Iteration 37Q: 3 clusters Score -3144864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3144866.750000 Penalty: 5034.397949
	Iteration 38Q: 3 clusters Score -3144867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3144861.500000 Penalty: 5034.397949
	Iteration 39Q: 3 clusters Score -3144862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3144860.500000 Penalty: 5034.397949
	Iteration 40F: 3 clusters Score -3144860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3144856.500000 Penalty: 5034.397949
	Iteration 41Q: 3 clusters Score -3144856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3144853.750000 Penalty: 5034.397949
	Iteration 42Q: 3 clusters Score -3144854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3144851.250000 Penalty: 5034.397949
	Iteration 43Q: 3 clusters Score -3144851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3144861.750000 Penalty: 5034.397949
	Iteration 44Q: 3 clusters Score -3144862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3144861.000000 Penalty: 5034.397949
	Iteration 45Q: 3 clusters Score -3144861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3144865.500000 Penalty: 5034.397949
	Iteration 46Q: 3 clusters Score -3144866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3144865.250000 Penalty: 5034.397949
	Iteration 47Q: 3 clusters Score -3144865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3144871.500000 Penalty: 5034.397949
	Iteration 48Q: 3 clusters Score -3144872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3144862.000000 Penalty: 5034.397949
	Iteration 49Q: 3 clusters Score -3144862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3144874.000000 Penalty: 5034.397949
	Iteration 50Q: 3 clusters Score -3144874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3144875.500000 Penalty: 5034.397949
	Iteration 51Q: 3 clusters Score -3144876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3144877.250000 Penalty: 5034.397949
	Iteration 52Q: 3 clusters Score -3144877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3144882.750000 Penalty: 5034.397949
	Iteration 53Q: 3 clusters Score -3144883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3144893.750000 Penalty: 5034.397949
	Iteration 54Q: 3 clusters Score -3144894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3144894.500000 Penalty: 5034.397949
	Iteration 55Q: 3 clusters Score -3144894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3144896.000000 Penalty: 5034.397949
	Iteration 56Q: 3 clusters Score -3144896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3144898.500000 Penalty: 5034.397949
	Iteration 57Q: 3 clusters Score -3144898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3144908.000000 Penalty: 5034.397949
	Iteration 58Q: 3 clusters Score -3144908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3144921.750000 Penalty: 5034.397949
	Iteration 59Q: 3 clusters Score -3144922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3144921.250000 Penalty: 5034.397949
	Iteration 60F: 3 clusters Score -3144921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3144926.500000 Penalty: 5034.397949
	Iteration 61Q: 3 clusters Score -3144926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3144930.000000 Penalty: 5034.397949
	Iteration 62Q: 3 clusters Score -3144930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3144938.000000 Penalty: 5034.397949
	Iteration 63Q: 3 clusters Score -3144938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3144930.500000 Penalty: 5034.397949
	Iteration 64Q: 3 clusters Score -3144930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3144937.500000 Penalty: 5034.397949
	Iteration 65Q: 3 clusters Score -3144938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3144937.500000 Penalty: 5034.397949
	Iteration 66Q: 3 clusters Score -3144938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3144948.500000 Penalty: 5034.397949
	Iteration 67Q: 3 clusters Score -3144948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3144957.500000 Penalty: 5034.397949
	Iteration 68Q: 3 clusters Score -3144958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3144960.500000 Penalty: 5034.397949
	Iteration 69Q: 3 clusters Score -3144960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3144972.250000 Penalty: 5034.397949
	Iteration 70Q: 3 clusters Score -3144972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3144972.000000 Penalty: 5034.397949
	Iteration 71Q: 3 clusters Score -3144972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3144976.000000 Penalty: 5034.397949
	Iteration 72Q: 3 clusters Score -3144976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3144974.000000 Penalty: 5034.397949
	Iteration 73Q: 3 clusters Score -3144974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3144980.250000 Penalty: 5034.397949
	Iteration 74Q: 3 clusters Score -3144980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3144981.000000 Penalty: 5034.397949
	Iteration 75Q: 3 clusters Score -3144981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3144983.500000 Penalty: 5034.397949
	Iteration 76Q: 3 clusters Score -3144984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3144980.250000 Penalty: 5034.397949
	Iteration 77Q: 3 clusters Score -3144980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3144979.000000 Penalty: 5034.397949
	Iteration 78Q: 3 clusters Score -3144979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3144983.250000 Penalty: 5034.397949
	Iteration 79Q: 3 clusters Score -3144983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3144980.250000 Penalty: 5034.397949
	Iteration 80F: 3 clusters Score -3144980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3144978.750000 Penalty: 5034.397949
	Iteration 81Q: 3 clusters Score -3144979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3144987.500000 Penalty: 5034.397949
	Iteration 82Q: 3 clusters Score -3144988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3144980.750000 Penalty: 5034.397949
	Iteration 83Q: 3 clusters Score -3144981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3144980.000000 Penalty: 5034.397949
	Iteration 84Q: 3 clusters Score -3144980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3144979.750000 Penalty: 5034.397949
	Iteration 85Q: 3 clusters Score -3144980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3144980.500000 Penalty: 5034.397949
	Iteration 86Q: 3 clusters Score -3144980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3144978.500000 Penalty: 5034.397949
	Iteration 87Q: 3 clusters Score -3144978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3144981.250000 Penalty: 5034.397949
	Iteration 88Q: 3 clusters Score -3144981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3144983.250000 Penalty: 5034.397949
	Iteration 89Q: 3 clusters Score -3144983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3144982.500000 Penalty: 5034.397949
	Iteration 90Q: 3 clusters Score -3144982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3144981.000000 Penalty: 5034.397949
	Iteration 91Q: 3 clusters Score -3144981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3144985.500000 Penalty: 5034.397949
	Iteration 92Q: 3 clusters Score -3144986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3144986.750000 Penalty: 5034.397949
	Iteration 93Q: 3 clusters Score -3144987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3144978.750000 Penalty: 5034.397949
	Iteration 94Q: 3 clusters Score -3144979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3144976.000000 Penalty: 5034.397949
	Iteration 95Q: 3 clusters Score -3144976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3144970.000000 Penalty: 5034.397949
	Iteration 96Q: 3 clusters Score -3144970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3144968.750000 Penalty: 5034.397949
	Iteration 97Q: 3 clusters Score -3144969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3144970.000000 Penalty: 5034.397949
	Iteration 98Q: 3 clusters Score -3144970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3144975.250000 Penalty: 5034.397949
	Iteration 99Q: 3 clusters Score -3144975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3144975.000000 Penalty: 5034.397949
	Iteration 100F: 3 clusters Score -3144975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3144975.500000 Penalty: 5034.397949
	Iteration 101Q: 3 clusters Score -3144976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3144974.250000 Penalty: 5034.397949
	Iteration 102Q: 3 clusters Score -3144974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3144978.000000 Penalty: 5034.397949
	Iteration 103Q: 3 clusters Score -3144978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3144980.500000 Penalty: 5034.397949
	Iteration 104Q: 3 clusters Score -3144980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3144981.750000 Penalty: 5034.397949
	Iteration 105Q: 3 clusters Score -3144982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3144981.750000 Penalty: 5034.397949
	Iteration 106F: 3 clusters Score -3144982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Entering Unmasked Estep 
Score: -16600681.000000 Penalty: 2925.556641
	Iteration 0F: 2 clusters Score -1.660068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -16511990.000000 Penalty: 5851.113281
	Iteration 0F: 3 clusters Score -1.651199e+07 nChanged 63507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -16549243.000000 Penalty: 5851.113281
	Iteration 1F: 3 clusters Score -1.654924e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -16550757.000000 Penalty: 5851.113281
	Iteration 2Q: 3 clusters Score -1.655076e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -16553007.000000 Penalty: 5851.113281
	Iteration 3Q: 3 clusters Score -1.655301e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -16556319.000000 Penalty: 5851.113281
	Iteration 4Q: 3 clusters Score -1.655632e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -16560698.000000 Penalty: 5851.113281
	Iteration 5F: 3 clusters Score -1.65607e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -16566530.000000 Penalty: 5851.113281
	Iteration 6F: 3 clusters Score -1.656653e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
Score: -16573356.000000 Penalty: 5851.113281
	Iteration 7F: 3 clusters Score -1.657336e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -16580201.000000 Penalty: 5851.113281
	Iteration 8F: 3 clusters Score -1.65802e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -16586182.000000 Penalty: 5851.113281
	Iteration 9F: 3 clusters Score -1.658618e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 117800 members 
Entering Unmasked Estep 
Score: -16590611.000000 Penalty: 5851.113281
	Iteration 10Q: 3 clusters Score -1.659061e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 121937 members 
Entering Unmasked Estep 
Score: -16593529.000000 Penalty: 5851.113281
	Iteration 11Q: 3 clusters Score -1.659353e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -16595370.000000 Penalty: 5851.113281
	Iteration 12Q: 3 clusters Score -1.659537e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 126765 members 
Entering Unmasked Estep 
Score: -16596536.000000 Penalty: 5851.113281
	Iteration 13Q: 3 clusters Score -1.659654e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -16597121.000000 Penalty: 5851.113281
	Iteration 14Q: 3 clusters Score -1.659712e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -16597617.000000 Penalty: 5851.113281
	Iteration 15Q: 3 clusters Score -1.659762e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -16597870.000000 Penalty: 5851.113281
	Iteration 16Q: 3 clusters Score -1.659787e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -16598147.000000 Penalty: 5851.113281
	Iteration 17Q: 3 clusters Score -1.659815e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -16598254.000000 Penalty: 5851.113281
	Iteration 18Q: 3 clusters Score -1.659825e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -16598379.000000 Penalty: 5851.113281
	Iteration 19Q: 3 clusters Score -1.659838e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 130498 members 
Entering Unmasked Estep 
Score: -16598429.000000 Penalty: 5851.113281
	Iteration 20F: 3 clusters Score -1.659843e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -16598473.000000 Penalty: 5851.113281
	Iteration 21Q: 3 clusters Score -1.659847e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -16598533.000000 Penalty: 5851.113281
	Iteration 22Q: 3 clusters Score -1.659853e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -16598587.000000 Penalty: 5851.113281
	Iteration 23Q: 3 clusters Score -1.659859e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -16598628.000000 Penalty: 5851.113281
	Iteration 24Q: 3 clusters Score -1.659863e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -16598635.000000 Penalty: 5851.113281
	Iteration 25Q: 3 clusters Score -1.659864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -16598628.000000 Penalty: 5851.113281
	Iteration 26Q: 3 clusters Score -1.659863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -16598646.000000 Penalty: 5851.113281
	Iteration 27Q: 3 clusters Score -1.659865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -16598672.000000 Penalty: 5851.113281
	Iteration 28Q: 3 clusters Score -1.659867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -16598676.000000 Penalty: 5851.113281
	Iteration 29Q: 3 clusters Score -1.659868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -16598671.000000 Penalty: 5851.113281
	Iteration 30Q: 3 clusters Score -1.659867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -16598677.000000 Penalty: 5851.113281
	Iteration 31Q: 3 clusters Score -1.659868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 131028 members 
Entering Unmasked Estep 
Score: -16598671.000000 Penalty: 5851.113281
	Iteration 32Q: 3 clusters Score -1.659867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -16598686.000000 Penalty: 5851.113281
	Iteration 33Q: 3 clusters Score -1.659869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -16598683.000000 Penalty: 5851.113281
	Iteration 34Q: 3 clusters Score -1.659868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 131046 members 
Entering Unmasked Estep 
Score: -16598686.000000 Penalty: 5851.113281
	Iteration 35Q: 3 clusters Score -1.659869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 131047 members 
Entering Unmasked Estep 
Score: -16598685.000000 Penalty: 5851.113281
	Iteration 36Q: 3 clusters Score -1.659868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -16598698.000000 Penalty: 5851.113281
	Iteration 37Q: 3 clusters Score -1.65987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -16598689.000000 Penalty: 5851.113281
	Iteration 38Q: 3 clusters Score -1.659869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 131058 members 
Entering Unmasked Estep 
Score: -16598698.000000 Penalty: 5851.113281
	Iteration 39Q: 3 clusters Score -1.65987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -16598701.000000 Penalty: 5851.113281
	Iteration 40F: 3 clusters Score -1.65987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -16598691.000000 Penalty: 5851.113281
	Iteration 41Q: 3 clusters Score -1.659869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -16598693.000000 Penalty: 5851.113281
	Iteration 42Q: 3 clusters Score -1.659869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -16598693.000000 Penalty: 5851.113281
	Iteration 43F: 3 clusters Score -1.659869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -1131484.750000 Penalty: 2288.174316
	Iteration 0F: 2 clusters Score -1131485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1123732.750000 Penalty: 4576.348633
	Iteration 0F: 3 clusters Score -1123733 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1126190.500000 Penalty: 4576.348633
	Iteration 1F: 3 clusters Score -1126190 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1126613.750000 Penalty: 4576.348633
	Iteration 2F: 3 clusters Score -1126614 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1126939.625000 Penalty: 4576.348633
	Iteration 3F: 3 clusters Score -1126940 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1127256.125000 Penalty: 4576.348633
	Iteration 4Q: 3 clusters Score -1127256 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1127524.750000 Penalty: 4576.348633
	Iteration 5Q: 3 clusters Score -1127525 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1127767.750000 Penalty: 4576.348633
	Iteration 6Q: 3 clusters Score -1127768 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1128027.500000 Penalty: 4576.348633
	Iteration 7Q: 3 clusters Score -1128028 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1128260.750000 Penalty: 4576.348633
	Iteration 8Q: 3 clusters Score -1128261 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1128470.250000 Penalty: 4576.348633
	Iteration 9Q: 3 clusters Score -1128470 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1128655.875000 Penalty: 4576.348633
	Iteration 10Q: 3 clusters Score -1128656 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1128808.625000 Penalty: 4576.348633
	Iteration 11Q: 3 clusters Score -1128809 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1128927.000000 Penalty: 4576.348633
	Iteration 12Q: 3 clusters Score -1128927 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1129030.500000 Penalty: 4576.348633
	Iteration 13Q: 3 clusters Score -1129030 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1129118.500000 Penalty: 4576.348633
	Iteration 14Q: 3 clusters Score -1129118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1129191.125000 Penalty: 4576.348633
	Iteration 15Q: 3 clusters Score -1129191 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1129254.750000 Penalty: 4576.348633
	Iteration 16Q: 3 clusters Score -1129255 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1129316.500000 Penalty: 4576.348633
	Iteration 17Q: 3 clusters Score -1129316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1129372.500000 Penalty: 4576.348633
	Iteration 18Q: 3 clusters Score -1129372 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1129423.375000 Penalty: 4576.348633
	Iteration 19Q: 3 clusters Score -1129423 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1129482.125000 Penalty: 4576.348633
	Iteration 20F: 3 clusters Score -1129482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1129547.000000 Penalty: 4576.348633
	Iteration 21Q: 3 clusters Score -1129547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1129608.375000 Penalty: 4576.348633
	Iteration 22Q: 3 clusters Score -1129608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1129661.875000 Penalty: 4576.348633
	Iteration 23Q: 3 clusters Score -1129662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1129725.000000 Penalty: 4576.348633
	Iteration 24Q: 3 clusters Score -1129725 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1129771.625000 Penalty: 4576.348633
	Iteration 25Q: 3 clusters Score -1129772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1129805.875000 Penalty: 4576.348633
	Iteration 26Q: 3 clusters Score -1129806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1129839.250000 Penalty: 4576.348633
	Iteration 27Q: 3 clusters Score -1129839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1129866.375000 Penalty: 4576.348633
	Iteration 28Q: 3 clusters Score -1129866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1129892.125000 Penalty: 4576.348633
	Iteration 29Q: 3 clusters Score -1129892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1129917.625000 Penalty: 4576.348633
	Iteration 30Q: 3 clusters Score -1129918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1129937.625000 Penalty: 4576.348633
	Iteration 31Q: 3 clusters Score -1129938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1129956.375000 Penalty: 4576.348633
	Iteration 32Q: 3 clusters Score -1129956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1129975.625000 Penalty: 4576.348633
	Iteration 33Q: 3 clusters Score -1129976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1129998.250000 Penalty: 4576.348633
	Iteration 34Q: 3 clusters Score -1129998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1130022.375000 Penalty: 4576.348633
	Iteration 35Q: 3 clusters Score -1130022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1130037.750000 Penalty: 4576.348633
	Iteration 36Q: 3 clusters Score -1130038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1130049.250000 Penalty: 4576.348633
	Iteration 37Q: 3 clusters Score -1130049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1130057.500000 Penalty: 4576.348633
	Iteration 38Q: 3 clusters Score -1130058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1130062.875000 Penalty: 4576.348633
	Iteration 39Q: 3 clusters Score -1130063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1130069.375000 Penalty: 4576.348633
	Iteration 40F: 3 clusters Score -1130069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1130077.500000 Penalty: 4576.348633
	Iteration 41Q: 3 clusters Score -1130078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1130083.625000 Penalty: 4576.348633
	Iteration 42Q: 3 clusters Score -1130084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1130085.375000 Penalty: 4576.348633
	Iteration 43Q: 3 clusters Score -1130085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1130091.625000 Penalty: 4576.348633
	Iteration 44Q: 3 clusters Score -1130092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1130094.375000 Penalty: 4576.348633
	Iteration 45Q: 3 clusters Score -1130094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1130100.875000 Penalty: 4576.348633
	Iteration 46Q: 3 clusters Score -1130101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1130100.375000 Penalty: 4576.348633
	Iteration 47Q: 3 clusters Score -1130100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1130100.250000 Penalty: 4576.348633
	Iteration 48Q: 3 clusters Score -1130100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1130102.125000 Penalty: 4576.348633
	Iteration 49Q: 3 clusters Score -1130102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1130100.875000 Penalty: 4576.348633
	Iteration 50Q: 3 clusters Score -1130101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1130103.875000 Penalty: 4576.348633
	Iteration 51Q: 3 clusters Score -1130104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1130104.375000 Penalty: 4576.348633
	Iteration 52Q: 3 clusters Score -1130104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1130107.125000 Penalty: 4576.348633
	Iteration 53Q: 3 clusters Score -1130107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1130105.000000 Penalty: 4576.348633
	Iteration 54Q: 3 clusters Score -1130105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1130106.125000 Penalty: 4576.348633
	Iteration 55Q: 3 clusters Score -1130106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1130107.000000 Penalty: 4576.348633
	Iteration 56Q: 3 clusters Score -1130107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1130108.250000 Penalty: 4576.348633
	Iteration 57Q: 3 clusters Score -1130108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1130107.250000 Penalty: 4576.348633
	Iteration 58Q: 3 clusters Score -1130107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1130106.000000 Penalty: 4576.348633
	Iteration 59Q: 3 clusters Score -1130106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1130108.875000 Penalty: 4576.348633
	Iteration 60F: 3 clusters Score -1130109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1130112.375000 Penalty: 4576.348633
	Iteration 61Q: 3 clusters Score -1130112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1130110.000000 Penalty: 4576.348633
	Iteration 62Q: 3 clusters Score -1130110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1130109.500000 Penalty: 4576.348633
	Iteration 63Q: 3 clusters Score -1130110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1130110.750000 Penalty: 4576.348633
	Iteration 64Q: 3 clusters Score -1130111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1130112.750000 Penalty: 4576.348633
	Iteration 65Q: 3 clusters Score -1130113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1130111.375000 Penalty: 4576.348633
	Iteration 66Q: 3 clusters Score -1130111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1130112.625000 Penalty: 4576.348633
	Iteration 67Q: 3 clusters Score -1130113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1130114.500000 Penalty: 4576.348633
	Iteration 68Q: 3 clusters Score -1130114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1130115.875000 Penalty: 4576.348633
	Iteration 69Q: 3 clusters Score -1130116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1130117.375000 Penalty: 4576.348633
	Iteration 70Q: 3 clusters Score -1130117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1130117.000000 Penalty: 4576.348633
	Iteration 71Q: 3 clusters Score -1130117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1130120.000000 Penalty: 4576.348633
	Iteration 72Q: 3 clusters Score -1130120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1130121.125000 Penalty: 4576.348633
	Iteration 73Q: 3 clusters Score -1130121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1130118.250000 Penalty: 4576.348633
	Iteration 74Q: 3 clusters Score -1130118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1130125.000000 Penalty: 4576.348633
	Iteration 75Q: 3 clusters Score -1130125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1130126.000000 Penalty: 4576.348633
	Iteration 76Q: 3 clusters Score -1130126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1130124.125000 Penalty: 4576.348633
	Iteration 77Q: 3 clusters Score -1130124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1130127.125000 Penalty: 4576.348633
	Iteration 78Q: 3 clusters Score -1130127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1130127.125000 Penalty: 4576.348633
	Iteration 79Q: 3 clusters Score -1130127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1130127.125000 Penalty: 4576.348633
	Iteration 80F: 3 clusters Score -1130127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1130125.250000 Penalty: 4576.348633
	Iteration 81Q: 3 clusters Score -1130125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1130127.500000 Penalty: 4576.348633
	Iteration 82Q: 3 clusters Score -1130128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1130127.500000 Penalty: 4576.348633
	Iteration 83F: 3 clusters Score -1130128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -628753.687500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -628753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -624089.562500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -624089.6 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -625488.250000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -625488.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -625980.750000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -625980.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -626437.187500 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -626437.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -626850.812500 Penalty: 4248.538574
	Iteration 4F: 3 clusters Score -626850.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -627175.625000 Penalty: 4248.538574
	Iteration 5F: 3 clusters Score -627175.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -627349.500000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -627349.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -627457.750000 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -627457.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -627521.187500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -627521.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -627562.062500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -627562.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -627583.687500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -627583.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -627596.625000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -627596.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -627601.625000 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -627601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -627607.437500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -627607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -627613.687500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -627613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -627618.687500 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -627618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -627622.875000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -627622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -627626.562500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -627626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -627628.875000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -627628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -627628.875000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -627628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -627630.375000 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -627630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -627629.937500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -627629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -627631.375000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -627631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -627629.750000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -627629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -627631.812500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -627631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -627631.812500 Penalty: 4248.538574
	Iteration 25F: 3 clusters Score -627631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Entering Unmasked Estep 
Score: -1240623.500000 Penalty: 2288.905273
	Iteration 0F: 2 clusters Score -1240624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1232850.125000 Penalty: 4577.810547
	Iteration 0F: 3 clusters Score -1232850 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1235118.500000 Penalty: 4577.810547
	Iteration 1F: 3 clusters Score -1235118 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1235476.250000 Penalty: 4577.810547
	Iteration 2F: 3 clusters Score -1235476 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1235740.125000 Penalty: 4577.810547
	Iteration 3F: 3 clusters Score -1235740 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1236003.500000 Penalty: 4577.810547
	Iteration 4Q: 3 clusters Score -1236004 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1236260.750000 Penalty: 4577.810547
	Iteration 5Q: 3 clusters Score -1236261 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1236521.500000 Penalty: 4577.810547
	Iteration 6Q: 3 clusters Score -1236522 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1236768.375000 Penalty: 4577.810547
	Iteration 7Q: 3 clusters Score -1236768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1237012.375000 Penalty: 4577.810547
	Iteration 8Q: 3 clusters Score -1237012 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1237260.000000 Penalty: 4577.810547
	Iteration 9Q: 3 clusters Score -1237260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1237535.625000 Penalty: 4577.810547
	Iteration 10Q: 3 clusters Score -1237536 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1237800.875000 Penalty: 4577.810547
	Iteration 11Q: 3 clusters Score -1237801 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1238008.375000 Penalty: 4577.810547
	Iteration 12Q: 3 clusters Score -1238008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1238177.250000 Penalty: 4577.810547
	Iteration 13Q: 3 clusters Score -1238177 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1238293.250000 Penalty: 4577.810547
	Iteration 14Q: 3 clusters Score -1238293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1238383.250000 Penalty: 4577.810547
	Iteration 15Q: 3 clusters Score -1238383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1238454.625000 Penalty: 4577.810547
	Iteration 16Q: 3 clusters Score -1238455 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1238516.750000 Penalty: 4577.810547
	Iteration 17Q: 3 clusters Score -1238517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1238569.125000 Penalty: 4577.810547
	Iteration 18Q: 3 clusters Score -1238569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1238610.875000 Penalty: 4577.810547
	Iteration 19Q: 3 clusters Score -1238611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1238641.500000 Penalty: 4577.810547
	Iteration 20F: 3 clusters Score -1238642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1238670.375000 Penalty: 4577.810547
	Iteration 21Q: 3 clusters Score -1238670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1238687.875000 Penalty: 4577.810547
	Iteration 22Q: 3 clusters Score -1238688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1238698.250000 Penalty: 4577.810547
	Iteration 23Q: 3 clusters Score -1238698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1238711.000000 Penalty: 4577.810547
	Iteration 24Q: 3 clusters Score -1238711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1238721.375000 Penalty: 4577.810547
	Iteration 25Q: 3 clusters Score -1238721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1238732.250000 Penalty: 4577.810547
	Iteration 26Q: 3 clusters Score -1238732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1238737.500000 Penalty: 4577.810547
	Iteration 27Q: 3 clusters Score -1238738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1238743.375000 Penalty: 4577.810547
	Iteration 28Q: 3 clusters Score -1238743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1238748.625000 Penalty: 4577.810547
	Iteration 29Q: 3 clusters Score -1238749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1238752.750000 Penalty: 4577.810547
	Iteration 30Q: 3 clusters Score -1238753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1238756.375000 Penalty: 4577.810547
	Iteration 31Q: 3 clusters Score -1238756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1238763.500000 Penalty: 4577.810547
	Iteration 32Q: 3 clusters Score -1238764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1238767.250000 Penalty: 4577.810547
	Iteration 33Q: 3 clusters Score -1238767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1238767.750000 Penalty: 4577.810547
	Iteration 34Q: 3 clusters Score -1238768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1238770.250000 Penalty: 4577.810547
	Iteration 35Q: 3 clusters Score -1238770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1238771.000000 Penalty: 4577.810547
	Iteration 36Q: 3 clusters Score -1238771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1238771.125000 Penalty: 4577.810547
	Iteration 37Q: 3 clusters Score -1238771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1238772.875000 Penalty: 4577.810547
	Iteration 38Q: 3 clusters Score -1238773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1238774.875000 Penalty: 4577.810547
	Iteration 39Q: 3 clusters Score -1238775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1238778.500000 Penalty: 4577.810547
	Iteration 40F: 3 clusters Score -1238778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1238781.625000 Penalty: 4577.810547
	Iteration 41Q: 3 clusters Score -1238782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1238786.500000 Penalty: 4577.810547
	Iteration 42Q: 3 clusters Score -1238786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1238789.750000 Penalty: 4577.810547
	Iteration 43Q: 3 clusters Score -1238790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1238791.875000 Penalty: 4577.810547
	Iteration 44Q: 3 clusters Score -1238792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1238796.125000 Penalty: 4577.810547
	Iteration 45Q: 3 clusters Score -1238796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1238796.250000 Penalty: 4577.810547
	Iteration 46Q: 3 clusters Score -1238796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1238799.875000 Penalty: 4577.810547
	Iteration 47Q: 3 clusters Score -1238800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1238803.500000 Penalty: 4577.810547
	Iteration 48Q: 3 clusters Score -1238804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1238808.625000 Penalty: 4577.810547
	Iteration 49Q: 3 clusters Score -1238809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1238810.000000 Penalty: 4577.810547
	Iteration 50Q: 3 clusters Score -1238810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1238811.000000 Penalty: 4577.810547
	Iteration 51Q: 3 clusters Score -1238811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1238813.375000 Penalty: 4577.810547
	Iteration 52Q: 3 clusters Score -1238813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1238813.875000 Penalty: 4577.810547
	Iteration 53Q: 3 clusters Score -1238814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1238816.250000 Penalty: 4577.810547
	Iteration 54Q: 3 clusters Score -1238816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1238816.250000 Penalty: 4577.810547
	Iteration 55Q: 3 clusters Score -1238816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1238819.000000 Penalty: 4577.810547
	Iteration 56Q: 3 clusters Score -1238819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1238819.625000 Penalty: 4577.810547
	Iteration 57Q: 3 clusters Score -1238820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1238820.375000 Penalty: 4577.810547
	Iteration 58Q: 3 clusters Score -1238820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1238819.750000 Penalty: 4577.810547
	Iteration 59Q: 3 clusters Score -1238820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1238820.125000 Penalty: 4577.810547
	Iteration 60F: 3 clusters Score -1238820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Entering Unmasked Estep 
Score: -6021907.500000 Penalty: 2691.946777
	Iteration 0F: 2 clusters Score -6021908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5987022.500000 Penalty: 5383.893555
	Iteration 0F: 3 clusters Score -5987022 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6001179.000000 Penalty: 5383.893555
	Iteration 1F: 3 clusters Score -6001179 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -6002326.500000 Penalty: 5383.893555
	Iteration 2F: 3 clusters Score -6002326 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6003492.000000 Penalty: 5383.893555
	Iteration 3F: 3 clusters Score -6003492 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -6004837.500000 Penalty: 5383.893555
	Iteration 4F: 3 clusters Score -6004838 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -6006277.500000 Penalty: 5383.893555
	Iteration 5F: 3 clusters Score -6006278 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -6007910.500000 Penalty: 5383.893555
	Iteration 6F: 3 clusters Score -6007910 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6009776.500000 Penalty: 5383.893555
	Iteration 7F: 3 clusters Score -6009776 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -6011702.500000 Penalty: 5383.893555
	Iteration 8F: 3 clusters Score -6011702 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -6013449.000000 Penalty: 5383.893555
	Iteration 9Q: 3 clusters Score -6013449 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -6014886.500000 Penalty: 5383.893555
	Iteration 10Q: 3 clusters Score -6014886 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -6016009.500000 Penalty: 5383.893555
	Iteration 11Q: 3 clusters Score -6016010 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -6017012.000000 Penalty: 5383.893555
	Iteration 12Q: 3 clusters Score -6017012 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -6017872.000000 Penalty: 5383.893555
	Iteration 13Q: 3 clusters Score -6017872 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6018705.000000 Penalty: 5383.893555
	Iteration 14Q: 3 clusters Score -6018705 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6019356.500000 Penalty: 5383.893555
	Iteration 15Q: 3 clusters Score -6019356 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6019863.000000 Penalty: 5383.893555
	Iteration 16Q: 3 clusters Score -6019863 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6020356.500000 Penalty: 5383.893555
	Iteration 17Q: 3 clusters Score -6020356 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6020712.500000 Penalty: 5383.893555
	Iteration 18Q: 3 clusters Score -6020712 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6021018.500000 Penalty: 5383.893555
	Iteration 19Q: 3 clusters Score -6021018 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6021301.000000 Penalty: 5383.893555
	Iteration 20F: 3 clusters Score -6021301 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6021519.000000 Penalty: 5383.893555
	Iteration 21Q: 3 clusters Score -6021519 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6021715.500000 Penalty: 5383.893555
	Iteration 22Q: 3 clusters Score -6021716 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6021855.500000 Penalty: 5383.893555
	Iteration 23Q: 3 clusters Score -6021856 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6021957.000000 Penalty: 5383.893555
	Iteration 24Q: 3 clusters Score -6021957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6022020.500000 Penalty: 5383.893555
	Iteration 25Q: 3 clusters Score -6022020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6022063.500000 Penalty: 5383.893555
	Iteration 26Q: 3 clusters Score -6022064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6022080.500000 Penalty: 5383.893555
	Iteration 27Q: 3 clusters Score -6022080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6022105.500000 Penalty: 5383.893555
	Iteration 28Q: 3 clusters Score -6022106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6022110.500000 Penalty: 5383.893555
	Iteration 29Q: 3 clusters Score -6022110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6022115.000000 Penalty: 5383.893555
	Iteration 30Q: 3 clusters Score -6022115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6022130.000000 Penalty: 5383.893555
	Iteration 31Q: 3 clusters Score -6022130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6022130.000000 Penalty: 5383.893555
	Iteration 32Q: 3 clusters Score -6022130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6022121.000000 Penalty: 5383.893555
	Iteration 33Q: 3 clusters Score -6022121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6022123.500000 Penalty: 5383.893555
	Iteration 34Q: 3 clusters Score -6022124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6022118.500000 Penalty: 5383.893555
	Iteration 35Q: 3 clusters Score -6022118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6022117.500000 Penalty: 5383.893555
	Iteration 36Q: 3 clusters Score -6022118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6022117.000000 Penalty: 5383.893555
	Iteration 37Q: 3 clusters Score -6022117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6022125.000000 Penalty: 5383.893555
	Iteration 38Q: 3 clusters Score -6022125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6022117.000000 Penalty: 5383.893555
	Iteration 39Q: 3 clusters Score -6022117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6022121.500000 Penalty: 5383.893555
	Iteration 40F: 3 clusters Score -6022122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6022119.500000 Penalty: 5383.893555
	Iteration 41Q: 3 clusters Score -6022120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6022118.000000 Penalty: 5383.893555
	Iteration 42Q: 3 clusters Score -6022118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6022126.000000 Penalty: 5383.893555
	Iteration 43Q: 3 clusters Score -6022126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6022124.500000 Penalty: 5383.893555
	Iteration 44Q: 3 clusters Score -6022124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6022130.500000 Penalty: 5383.893555
	Iteration 45Q: 3 clusters Score -6022130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6022134.000000 Penalty: 5383.893555
	Iteration 46Q: 3 clusters Score -6022134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6022136.500000 Penalty: 5383.893555
	Iteration 47Q: 3 clusters Score -6022136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6022135.000000 Penalty: 5383.893555
	Iteration 48Q: 3 clusters Score -6022135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6022130.000000 Penalty: 5383.893555
	Iteration 49Q: 3 clusters Score -6022130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6022136.000000 Penalty: 5383.893555
	Iteration 50Q: 3 clusters Score -6022136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6022133.500000 Penalty: 5383.893555
	Iteration 51Q: 3 clusters Score -6022134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6022133.500000 Penalty: 5383.893555
	Iteration 52F: 3 clusters Score -6022134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 50192 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 242386 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 1581 members 
Entering Unmasked Estep 
Score: -134487456.000000 Penalty: 245151.562500
Splitting cluster 7 changes total score from -134488624.000000 to -134487456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (41539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Entering Unmasked Estep 
Score: -5215887.500000 Penalty: 2637.328125
	Iteration 0F: 2 clusters Score -5215888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5187710.000000 Penalty: 5274.656250
	Iteration 0F: 3 clusters Score -5187710 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5198068.000000 Penalty: 5274.656250
	Iteration 1F: 3 clusters Score -5198068 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5198489.000000 Penalty: 5274.656250
	Iteration 2Q: 3 clusters Score -5198489 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -5198834.000000 Penalty: 5274.656250
	Iteration 3Q: 3 clusters Score -5198834 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5199136.000000 Penalty: 5274.656250
	Iteration 4Q: 3 clusters Score -5199136 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5199392.500000 Penalty: 5274.656250
	Iteration 5Q: 3 clusters Score -5199392 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5199669.000000 Penalty: 5274.656250
	Iteration 6Q: 3 clusters Score -5199669 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5200012.000000 Penalty: 5274.656250
	Iteration 7Q: 3 clusters Score -5200012 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5200451.000000 Penalty: 5274.656250
	Iteration 8Q: 3 clusters Score -5200451 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5201009.500000 Penalty: 5274.656250
	Iteration 9Q: 3 clusters Score -5201010 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5201717.500000 Penalty: 5274.656250
	Iteration 10Q: 3 clusters Score -5201718 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5202794.000000 Penalty: 5274.656250
	Iteration 11Q: 3 clusters Score -5202794 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5204355.500000 Penalty: 5274.656250
	Iteration 12F: 3 clusters Score -5204356 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -5206425.500000 Penalty: 5274.656250
	Iteration 13F: 3 clusters Score -5206426 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5208785.500000 Penalty: 5274.656250
	Iteration 14F: 3 clusters Score -5208786 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5210887.000000 Penalty: 5274.656250
	Iteration 15F: 3 clusters Score -5210887 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5212199.500000 Penalty: 5274.656250
	Iteration 16Q: 3 clusters Score -5212200 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5212903.500000 Penalty: 5274.656250
	Iteration 17Q: 3 clusters Score -5212904 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5213234.000000 Penalty: 5274.656250
	Iteration 18Q: 3 clusters Score -5213234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5213427.500000 Penalty: 5274.656250
	Iteration 19Q: 3 clusters Score -5213428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -5213496.000000 Penalty: 5274.656250
	Iteration 20F: 3 clusters Score -5213496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -5213542.000000 Penalty: 5274.656250
	Iteration 21Q: 3 clusters Score -5213542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5213569.500000 Penalty: 5274.656250
	Iteration 22Q: 3 clusters Score -5213570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5213594.000000 Penalty: 5274.656250
	Iteration 23Q: 3 clusters Score -5213594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5213611.500000 Penalty: 5274.656250
	Iteration 24Q: 3 clusters Score -5213612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5213627.500000 Penalty: 5274.656250
	Iteration 25Q: 3 clusters Score -5213628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5213642.500000 Penalty: 5274.656250
	Iteration 26Q: 3 clusters Score -5213642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5213650.000000 Penalty: 5274.656250
	Iteration 27Q: 3 clusters Score -5213650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5213651.000000 Penalty: 5274.656250
	Iteration 28Q: 3 clusters Score -5213651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5213652.500000 Penalty: 5274.656250
	Iteration 29Q: 3 clusters Score -5213652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5213656.000000 Penalty: 5274.656250
	Iteration 30Q: 3 clusters Score -5213656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5213656.000000 Penalty: 5274.656250
	Iteration 31F: 3 clusters Score -5213656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -214021.421875 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -214021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211526.453125 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -211526.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -211971.718750 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -211971.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -212210.859375 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -212210.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -212564.031250 Penalty: 3724.086426
	Iteration 3F: 3 clusters Score -212564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212989.578125 Penalty: 3724.086426
	Iteration 4F: 3 clusters Score -212989.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213443.625000 Penalty: 3724.086426
	Iteration 5F: 3 clusters Score -213443.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -213791.609375 Penalty: 3724.086426
	Iteration 6F: 3 clusters Score -213791.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -213989.093750 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -213989.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214076.609375 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -214076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -214103.140625 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -214103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -214110.562500 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -214110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -214116.984375 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -214117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -214121.078125 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -214121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -214122.281250 Penalty: 3724.086426
	Iteration 13Q: 3 clusters Score -214122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -214124.203125 Penalty: 3724.086426
	Iteration 14Q: 3 clusters Score -214124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -214125.750000 Penalty: 3724.086426
	Iteration 15Q: 3 clusters Score -214125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -214127.687500 Penalty: 3724.086426
	Iteration 16Q: 3 clusters Score -214127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -214127.687500 Penalty: 3724.086426
	Iteration 17F: 3 clusters Score -214127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 242386 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 679 members 
Entering Unmasked Estep 
Score: -134487232.000000 Penalty: 245151.562500
Splitting cluster 9 changes total score from -134488624.000000 to -134487232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -894033.812500 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -894033.8 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 3553 members 
Entering Unmasked Estep 
Score: -888144.937500 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -888144.9 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -889763.375000 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -889763.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -890106.312500 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -890106.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -890403.312500 Penalty: 4407.384277
	Iteration 3F: 3 clusters Score -890403.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -890708.875000 Penalty: 4407.384277
	Iteration 4F: 3 clusters Score -890708.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -891018.000000 Penalty: 4407.384277
	Iteration 5F: 3 clusters Score -891018 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -891350.812500 Penalty: 4407.384277
	Iteration 6F: 3 clusters Score -891350.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -891634.937500 Penalty: 4407.384277
	Iteration 7F: 3 clusters Score -891634.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -891834.375000 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -891834.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -891985.625000 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -891985.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -892102.812500 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -892102.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -892187.562500 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -892187.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -892250.812500 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -892250.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -892290.875000 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -892290.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -892314.312500 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -892314.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -892333.500000 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -892333.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -892347.875000 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -892347.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -892359.250000 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -892359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -892371.375000 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -892371.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -892384.375000 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -892384.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -892400.437500 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -892400.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -892411.750000 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -892411.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -892417.000000 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -892417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -892420.000000 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -892420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -892424.625000 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -892424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -892427.562500 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -892427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -892430.562500 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -892430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -892431.000000 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -892431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -892432.187500 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -892432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -892433.187500 Penalty: 4407.384277
	Iteration 29Q: 3 clusters Score -892433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -892433.812500 Penalty: 4407.384277
	Iteration 30Q: 3 clusters Score -892433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -892434.562500 Penalty: 4407.384277
	Iteration 31Q: 3 clusters Score -892434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -892434.562500 Penalty: 4407.384277
	Iteration 32F: 3 clusters Score -892434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Entering Unmasked Estep 
Score: -757092.437500 Penalty: 2197.086914
	Iteration 0F: 2 clusters Score -757092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -751429.250000 Penalty: 4394.173828
	Iteration 0F: 3 clusters Score -751429.2 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -753221.750000 Penalty: 4394.173828
	Iteration 1F: 3 clusters Score -753221.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -753703.500000 Penalty: 4394.173828
	Iteration 2F: 3 clusters Score -753703.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -754178.937500 Penalty: 4394.173828
	Iteration 3F: 3 clusters Score -754178.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -754654.000000 Penalty: 4394.173828
	Iteration 4F: 3 clusters Score -754654 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -755110.687500 Penalty: 4394.173828
	Iteration 5F: 3 clusters Score -755110.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -755548.625000 Penalty: 4394.173828
	Iteration 6F: 3 clusters Score -755548.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -755833.000000 Penalty: 4394.173828
	Iteration 7Q: 3 clusters Score -755833 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -756012.812500 Penalty: 4394.173828
	Iteration 8Q: 3 clusters Score -756012.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -756119.812500 Penalty: 4394.173828
	Iteration 9Q: 3 clusters Score -756119.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -756194.687500 Penalty: 4394.173828
	Iteration 10Q: 3 clusters Score -756194.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -756250.875000 Penalty: 4394.173828
	Iteration 11Q: 3 clusters Score -756250.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -756295.687500 Penalty: 4394.173828
	Iteration 12Q: 3 clusters Score -756295.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -756330.812500 Penalty: 4394.173828
	Iteration 13Q: 3 clusters Score -756330.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -756360.812500 Penalty: 4394.173828
	Iteration 14Q: 3 clusters Score -756360.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -756384.125000 Penalty: 4394.173828
	Iteration 15Q: 3 clusters Score -756384.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -756397.750000 Penalty: 4394.173828
	Iteration 16Q: 3 clusters Score -756397.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -756409.750000 Penalty: 4394.173828
	Iteration 17Q: 3 clusters Score -756409.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -756420.437500 Penalty: 4394.173828
	Iteration 18Q: 3 clusters Score -756420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -756425.875000 Penalty: 4394.173828
	Iteration 19Q: 3 clusters Score -756425.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -756429.625000 Penalty: 4394.173828
	Iteration 20F: 3 clusters Score -756429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -756431.375000 Penalty: 4394.173828
	Iteration 21Q: 3 clusters Score -756431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -756434.812500 Penalty: 4394.173828
	Iteration 22Q: 3 clusters Score -756434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -756440.312500 Penalty: 4394.173828
	Iteration 23Q: 3 clusters Score -756440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -756442.187500 Penalty: 4394.173828
	Iteration 24Q: 3 clusters Score -756442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -756445.500000 Penalty: 4394.173828
	Iteration 25Q: 3 clusters Score -756445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -756449.125000 Penalty: 4394.173828
	Iteration 26Q: 3 clusters Score -756449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -756450.125000 Penalty: 4394.173828
	Iteration 27Q: 3 clusters Score -756450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -756449.812500 Penalty: 4394.173828
	Iteration 28Q: 3 clusters Score -756449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -756448.750000 Penalty: 4394.173828
	Iteration 29Q: 3 clusters Score -756448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -756451.312500 Penalty: 4394.173828
	Iteration 30Q: 3 clusters Score -756451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -756453.750000 Penalty: 4394.173828
	Iteration 31Q: 3 clusters Score -756453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -756452.875000 Penalty: 4394.173828
	Iteration 32Q: 3 clusters Score -756452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -756451.625000 Penalty: 4394.173828
	Iteration 33Q: 3 clusters Score -756451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -756455.125000 Penalty: 4394.173828
	Iteration 34Q: 3 clusters Score -756455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -756456.000000 Penalty: 4394.173828
	Iteration 35Q: 3 clusters Score -756456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -756458.625000 Penalty: 4394.173828
	Iteration 36Q: 3 clusters Score -756458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -756458.687500 Penalty: 4394.173828
	Iteration 37Q: 3 clusters Score -756458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -756459.000000 Penalty: 4394.173828
	Iteration 38Q: 3 clusters Score -756459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -756458.500000 Penalty: 4394.173828
	Iteration 39Q: 3 clusters Score -756458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -756458.687500 Penalty: 4394.173828
	Iteration 40F: 3 clusters Score -756458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -756460.500000 Penalty: 4394.173828
	Iteration 41Q: 3 clusters Score -756460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -756460.750000 Penalty: 4394.173828
	Iteration 42Q: 3 clusters Score -756460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -756461.312500 Penalty: 4394.173828
	Iteration 43Q: 3 clusters Score -756461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -756462.750000 Penalty: 4394.173828
	Iteration 44Q: 3 clusters Score -756462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -756463.062500 Penalty: 4394.173828
	Iteration 45Q: 3 clusters Score -756463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -756463.062500 Penalty: 4394.173828
	Iteration 46F: 3 clusters Score -756463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -411427.281250 Penalty: 2012.797363
	Iteration 0F: 2 clusters Score -411427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -407945.906250 Penalty: 4025.594727
	Iteration 0F: 3 clusters Score -407945.9 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -408672.156250 Penalty: 4025.594727
	Iteration 1F: 3 clusters Score -408672.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -408822.781250 Penalty: 4025.594727
	Iteration 2F: 3 clusters Score -408822.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -408921.562500 Penalty: 4025.594727
	Iteration 3Q: 3 clusters Score -408921.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -408991.031250 Penalty: 4025.594727
	Iteration 4Q: 3 clusters Score -408991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -409040.781250 Penalty: 4025.594727
	Iteration 5Q: 3 clusters Score -409040.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -409106.687500 Penalty: 4025.594727
	Iteration 6Q: 3 clusters Score -409106.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -409152.750000 Penalty: 4025.594727
	Iteration 7Q: 3 clusters Score -409152.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -409185.093750 Penalty: 4025.594727
	Iteration 8Q: 3 clusters Score -409185.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -409210.156250 Penalty: 4025.594727
	Iteration 9Q: 3 clusters Score -409210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -409235.562500 Penalty: 4025.594727
	Iteration 10Q: 3 clusters Score -409235.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -409270.312500 Penalty: 4025.594727
	Iteration 11Q: 3 clusters Score -409270.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -409315.000000 Penalty: 4025.594727
	Iteration 12Q: 3 clusters Score -409315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409358.281250 Penalty: 4025.594727
	Iteration 13Q: 3 clusters Score -409358.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -409398.625000 Penalty: 4025.594727
	Iteration 14Q: 3 clusters Score -409398.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -409429.250000 Penalty: 4025.594727
	Iteration 15Q: 3 clusters Score -409429.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -409448.500000 Penalty: 4025.594727
	Iteration 16Q: 3 clusters Score -409448.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -409475.093750 Penalty: 4025.594727
	Iteration 17Q: 3 clusters Score -409475.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -409500.187500 Penalty: 4025.594727
	Iteration 18Q: 3 clusters Score -409500.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -409529.281250 Penalty: 4025.594727
	Iteration 19Q: 3 clusters Score -409529.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -409563.718750 Penalty: 4025.594727
	Iteration 20F: 3 clusters Score -409563.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -409608.812500 Penalty: 4025.594727
	Iteration 21Q: 3 clusters Score -409608.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -409655.781250 Penalty: 4025.594727
	Iteration 22Q: 3 clusters Score -409655.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -409705.843750 Penalty: 4025.594727
	Iteration 23Q: 3 clusters Score -409705.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -409748.593750 Penalty: 4025.594727
	Iteration 24Q: 3 clusters Score -409748.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -409788.968750 Penalty: 4025.594727
	Iteration 25Q: 3 clusters Score -409789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -409829.718750 Penalty: 4025.594727
	Iteration 26Q: 3 clusters Score -409829.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409852.906250 Penalty: 4025.594727
	Iteration 27Q: 3 clusters Score -409852.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -409872.500000 Penalty: 4025.594727
	Iteration 28Q: 3 clusters Score -409872.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -409890.218750 Penalty: 4025.594727
	Iteration 29Q: 3 clusters Score -409890.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -409902.000000 Penalty: 4025.594727
	Iteration 30Q: 3 clusters Score -409902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -409913.281250 Penalty: 4025.594727
	Iteration 31Q: 3 clusters Score -409913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -409924.281250 Penalty: 4025.594727
	Iteration 32Q: 3 clusters Score -409924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -409931.562500 Penalty: 4025.594727
	Iteration 33Q: 3 clusters Score -409931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409936.937500 Penalty: 4025.594727
	Iteration 34Q: 3 clusters Score -409936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -409939.187500 Penalty: 4025.594727
	Iteration 35Q: 3 clusters Score -409939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -409945.750000 Penalty: 4025.594727
	Iteration 36Q: 3 clusters Score -409945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -409948.687500 Penalty: 4025.594727
	Iteration 37Q: 3 clusters Score -409948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -409954.968750 Penalty: 4025.594727
	Iteration 38Q: 3 clusters Score -409955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -409965.343750 Penalty: 4025.594727
	Iteration 39Q: 3 clusters Score -409965.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409974.562500 Penalty: 4025.594727
	Iteration 40F: 3 clusters Score -409974.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -409981.625000 Penalty: 4025.594727
	Iteration 41Q: 3 clusters Score -409981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -409987.968750 Penalty: 4025.594727
	Iteration 42Q: 3 clusters Score -409988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -409994.125000 Penalty: 4025.594727
	Iteration 43Q: 3 clusters Score -409994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -410004.093750 Penalty: 4025.594727
	Iteration 44Q: 3 clusters Score -410004.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -410018.531250 Penalty: 4025.594727
	Iteration 45Q: 3 clusters Score -410018.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -410032.500000 Penalty: 4025.594727
	Iteration 46Q: 3 clusters Score -410032.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -410043.937500 Penalty: 4025.594727
	Iteration 47Q: 3 clusters Score -410043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -410051.156250 Penalty: 4025.594727
	Iteration 48Q: 3 clusters Score -410051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -410058.281250 Penalty: 4025.594727
	Iteration 49Q: 3 clusters Score -410058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -410065.875000 Penalty: 4025.594727
	Iteration 50Q: 3 clusters Score -410065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410072.750000 Penalty: 4025.594727
	Iteration 51Q: 3 clusters Score -410072.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -410081.875000 Penalty: 4025.594727
	Iteration 52Q: 3 clusters Score -410081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -410085.937500 Penalty: 4025.594727
	Iteration 53Q: 3 clusters Score -410085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -410091.250000 Penalty: 4025.594727
	Iteration 54Q: 3 clusters Score -410091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -410094.812500 Penalty: 4025.594727
	Iteration 55Q: 3 clusters Score -410094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -410100.531250 Penalty: 4025.594727
	Iteration 56Q: 3 clusters Score -410100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -410104.218750 Penalty: 4025.594727
	Iteration 57Q: 3 clusters Score -410104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -410106.562500 Penalty: 4025.594727
	Iteration 58Q: 3 clusters Score -410106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -410107.843750 Penalty: 4025.594727
	Iteration 59Q: 3 clusters Score -410107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410110.312500 Penalty: 4025.594727
	Iteration 60F: 3 clusters Score -410110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -410113.406250 Penalty: 4025.594727
	Iteration 61Q: 3 clusters Score -410113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -410114.562500 Penalty: 4025.594727
	Iteration 62Q: 3 clusters Score -410114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -410117.593750 Penalty: 4025.594727
	Iteration 63Q: 3 clusters Score -410117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -410120.656250 Penalty: 4025.594727
	Iteration 64Q: 3 clusters Score -410120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -410123.093750 Penalty: 4025.594727
	Iteration 65Q: 3 clusters Score -410123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -410124.500000 Penalty: 4025.594727
	Iteration 66Q: 3 clusters Score -410124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410125.218750 Penalty: 4025.594727
	Iteration 67Q: 3 clusters Score -410125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -410127.531250 Penalty: 4025.594727
	Iteration 68Q: 3 clusters Score -410127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -410130.812500 Penalty: 4025.594727
	Iteration 69Q: 3 clusters Score -410130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -410132.218750 Penalty: 4025.594727
	Iteration 70Q: 3 clusters Score -410132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -410136.281250 Penalty: 4025.594727
	Iteration 71Q: 3 clusters Score -410136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410138.687500 Penalty: 4025.594727
	Iteration 72Q: 3 clusters Score -410138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -410140.156250 Penalty: 4025.594727
	Iteration 73Q: 3 clusters Score -410140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -410139.937500 Penalty: 4025.594727
	Iteration 74Q: 3 clusters Score -410139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -410141.937500 Penalty: 4025.594727
	Iteration 75Q: 3 clusters Score -410141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410142.875000 Penalty: 4025.594727
	Iteration 76Q: 3 clusters Score -410142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410142.906250 Penalty: 4025.594727
	Iteration 77Q: 3 clusters Score -410142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410143.000000 Penalty: 4025.594727
	Iteration 78Q: 3 clusters Score -410143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -410144.750000 Penalty: 4025.594727
	Iteration 79Q: 3 clusters Score -410144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -410145.093750 Penalty: 4025.594727
	Iteration 80F: 3 clusters Score -410145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410145.343750 Penalty: 4025.594727
	Iteration 81Q: 3 clusters Score -410145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410145.343750 Penalty: 4025.594727
	Iteration 82F: 3 clusters Score -410145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1126951.250000 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -1126951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1119768.500000 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -1119768 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1121958.875000 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -1121959 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1122414.500000 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -1122414 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1122859.625000 Penalty: 4525.459961
	Iteration 3F: 3 clusters Score -1122860 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1123310.250000 Penalty: 4525.459961
	Iteration 4F: 3 clusters Score -1123310 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1123772.000000 Penalty: 4525.459961
	Iteration 5F: 3 clusters Score -1123772 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1124236.750000 Penalty: 4525.459961
	Iteration 6F: 3 clusters Score -1124237 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1124667.125000 Penalty: 4525.459961
	Iteration 7F: 3 clusters Score -1124667 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1125069.750000 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -1125070 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1125516.250000 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -1125516 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1125886.375000 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -1125886 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1126139.250000 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -1126139 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1126290.875000 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -1126291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1126380.625000 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -1126381 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1126416.125000 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -1126416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1126436.250000 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -1126436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1126442.500000 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -1126442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1126449.125000 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -1126449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1126449.625000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -1126450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1126450.500000 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -1126450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1126451.250000 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -1126451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1126452.625000 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -1126453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1126452.625000 Penalty: 4525.459961
	Iteration 22F: 3 clusters Score -1126453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -548947.187500 Penalty: 2089.201660
	Iteration 0F: 2 clusters Score -548947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -544693.562500 Penalty: 4178.403320
	Iteration 0F: 3 clusters Score -544693.6 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -545747.312500 Penalty: 4178.403320
	Iteration 1F: 3 clusters Score -545747.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -546044.125000 Penalty: 4178.403320
	Iteration 2F: 3 clusters Score -546044.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -546321.812500 Penalty: 4178.403320
	Iteration 3F: 3 clusters Score -546321.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -546582.687500 Penalty: 4178.403320
	Iteration 4F: 3 clusters Score -546582.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -546877.812500 Penalty: 4178.403320
	Iteration 5F: 3 clusters Score -546877.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -547122.687500 Penalty: 4178.403320
	Iteration 6F: 3 clusters Score -547122.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -547345.812500 Penalty: 4178.403320
	Iteration 7F: 3 clusters Score -547345.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -547562.187500 Penalty: 4178.403320
	Iteration 8Q: 3 clusters Score -547562.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -547742.750000 Penalty: 4178.403320
	Iteration 9Q: 3 clusters Score -547742.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -547883.062500 Penalty: 4178.403320
	Iteration 10Q: 3 clusters Score -547883.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -547990.125000 Penalty: 4178.403320
	Iteration 11Q: 3 clusters Score -547990.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -548058.500000 Penalty: 4178.403320
	Iteration 12Q: 3 clusters Score -548058.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -548104.125000 Penalty: 4178.403320
	Iteration 13Q: 3 clusters Score -548104.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -548134.562500 Penalty: 4178.403320
	Iteration 14Q: 3 clusters Score -548134.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -548161.625000 Penalty: 4178.403320
	Iteration 15Q: 3 clusters Score -548161.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -548185.125000 Penalty: 4178.403320
	Iteration 16Q: 3 clusters Score -548185.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -548202.437500 Penalty: 4178.403320
	Iteration 17Q: 3 clusters Score -548202.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -548214.250000 Penalty: 4178.403320
	Iteration 18Q: 3 clusters Score -548214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -548218.812500 Penalty: 4178.403320
	Iteration 19Q: 3 clusters Score -548218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -548221.875000 Penalty: 4178.403320
	Iteration 20F: 3 clusters Score -548221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -548225.625000 Penalty: 4178.403320
	Iteration 21Q: 3 clusters Score -548225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -548227.312500 Penalty: 4178.403320
	Iteration 22Q: 3 clusters Score -548227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -548228.250000 Penalty: 4178.403320
	Iteration 23Q: 3 clusters Score -548228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -548229.125000 Penalty: 4178.403320
	Iteration 24Q: 3 clusters Score -548229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -548230.062500 Penalty: 4178.403320
	Iteration 25Q: 3 clusters Score -548230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -548229.875000 Penalty: 4178.403320
	Iteration 26Q: 3 clusters Score -548229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -548229.875000 Penalty: 4178.403320
	Iteration 27F: 3 clusters Score -548229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Entering Unmasked Estep 
Score: -1458801.875000 Penalty: 2324.917725
	Iteration 0F: 2 clusters Score -1458802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1450041.375000 Penalty: 4649.835449
	Iteration 0F: 3 clusters Score -1450041 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1452793.125000 Penalty: 4649.835449
	Iteration 1F: 3 clusters Score -1452793 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1453176.125000 Penalty: 4649.835449
	Iteration 2F: 3 clusters Score -1453176 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1453487.875000 Penalty: 4649.835449
	Iteration 3F: 3 clusters Score -1453488 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1453727.000000 Penalty: 4649.835449
	Iteration 4Q: 3 clusters Score -1453727 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1453989.000000 Penalty: 4649.835449
	Iteration 5Q: 3 clusters Score -1453989 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1454259.375000 Penalty: 4649.835449
	Iteration 6Q: 3 clusters Score -1454259 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1454559.500000 Penalty: 4649.835449
	Iteration 7Q: 3 clusters Score -1454560 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1454826.000000 Penalty: 4649.835449
	Iteration 8Q: 3 clusters Score -1454826 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1455115.125000 Penalty: 4649.835449
	Iteration 9Q: 3 clusters Score -1455115 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1455399.750000 Penalty: 4649.835449
	Iteration 10Q: 3 clusters Score -1455400 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1455666.625000 Penalty: 4649.835449
	Iteration 11Q: 3 clusters Score -1455667 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1455890.750000 Penalty: 4649.835449
	Iteration 12Q: 3 clusters Score -1455891 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1456033.750000 Penalty: 4649.835449
	Iteration 13Q: 3 clusters Score -1456034 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1456140.000000 Penalty: 4649.835449
	Iteration 14Q: 3 clusters Score -1456140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1456208.750000 Penalty: 4649.835449
	Iteration 15Q: 3 clusters Score -1456209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1456257.125000 Penalty: 4649.835449
	Iteration 16Q: 3 clusters Score -1456257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1456291.375000 Penalty: 4649.835449
	Iteration 17Q: 3 clusters Score -1456291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1456323.875000 Penalty: 4649.835449
	Iteration 18Q: 3 clusters Score -1456324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1456347.625000 Penalty: 4649.835449
	Iteration 19Q: 3 clusters Score -1456348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1456356.875000 Penalty: 4649.835449
	Iteration 20F: 3 clusters Score -1456357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1456365.875000 Penalty: 4649.835449
	Iteration 21Q: 3 clusters Score -1456366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1456380.875000 Penalty: 4649.835449
	Iteration 22Q: 3 clusters Score -1456381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1456390.250000 Penalty: 4649.835449
	Iteration 23Q: 3 clusters Score -1456390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1456394.625000 Penalty: 4649.835449
	Iteration 24Q: 3 clusters Score -1456395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1456406.000000 Penalty: 4649.835449
	Iteration 25Q: 3 clusters Score -1456406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1456422.000000 Penalty: 4649.835449
	Iteration 26Q: 3 clusters Score -1456422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1456436.125000 Penalty: 4649.835449
	Iteration 27Q: 3 clusters Score -1456436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1456452.125000 Penalty: 4649.835449
	Iteration 28Q: 3 clusters Score -1456452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1456467.125000 Penalty: 4649.835449
	Iteration 29Q: 3 clusters Score -1456467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1456480.500000 Penalty: 4649.835449
	Iteration 30Q: 3 clusters Score -1456480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1456493.125000 Penalty: 4649.835449
	Iteration 31Q: 3 clusters Score -1456493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1456500.875000 Penalty: 4649.835449
	Iteration 32Q: 3 clusters Score -1456501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1456515.625000 Penalty: 4649.835449
	Iteration 33Q: 3 clusters Score -1456516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1456528.000000 Penalty: 4649.835449
	Iteration 34Q: 3 clusters Score -1456528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1456536.750000 Penalty: 4649.835449
	Iteration 35Q: 3 clusters Score -1456537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1456562.125000 Penalty: 4649.835449
	Iteration 36Q: 3 clusters Score -1456562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1456584.125000 Penalty: 4649.835449
	Iteration 37Q: 3 clusters Score -1456584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1456610.000000 Penalty: 4649.835449
	Iteration 38Q: 3 clusters Score -1456610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1456636.000000 Penalty: 4649.835449
	Iteration 39Q: 3 clusters Score -1456636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1456667.250000 Penalty: 4649.835449
	Iteration 40F: 3 clusters Score -1456667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1456700.625000 Penalty: 4649.835449
	Iteration 41Q: 3 clusters Score -1456701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1456728.750000 Penalty: 4649.835449
	Iteration 42Q: 3 clusters Score -1456729 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1456758.625000 Penalty: 4649.835449
	Iteration 43Q: 3 clusters Score -1456759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1456769.750000 Penalty: 4649.835449
	Iteration 44Q: 3 clusters Score -1456770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1456787.500000 Penalty: 4649.835449
	Iteration 45Q: 3 clusters Score -1456788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1456794.500000 Penalty: 4649.835449
	Iteration 46Q: 3 clusters Score -1456794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1456803.375000 Penalty: 4649.835449
	Iteration 47Q: 3 clusters Score -1456803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1456818.125000 Penalty: 4649.835449
	Iteration 48Q: 3 clusters Score -1456818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1456825.375000 Penalty: 4649.835449
	Iteration 49Q: 3 clusters Score -1456825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1456839.625000 Penalty: 4649.835449
	Iteration 50Q: 3 clusters Score -1456840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1456851.125000 Penalty: 4649.835449
	Iteration 51Q: 3 clusters Score -1456851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1456857.250000 Penalty: 4649.835449
	Iteration 52Q: 3 clusters Score -1456857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1456872.875000 Penalty: 4649.835449
	Iteration 53Q: 3 clusters Score -1456873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1456884.000000 Penalty: 4649.835449
	Iteration 54Q: 3 clusters Score -1456884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1456888.625000 Penalty: 4649.835449
	Iteration 55Q: 3 clusters Score -1456889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1456891.375000 Penalty: 4649.835449
	Iteration 56Q: 3 clusters Score -1456891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1456902.250000 Penalty: 4649.835449
	Iteration 57Q: 3 clusters Score -1456902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1456898.250000 Penalty: 4649.835449
	Iteration 58Q: 3 clusters Score -1456898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1456899.500000 Penalty: 4649.835449
	Iteration 59Q: 3 clusters Score -1456900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1456906.500000 Penalty: 4649.835449
	Iteration 60F: 3 clusters Score -1456906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1456906.125000 Penalty: 4649.835449
	Iteration 61Q: 3 clusters Score -1456906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1456904.875000 Penalty: 4649.835449
	Iteration 62Q: 3 clusters Score -1456905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1456911.375000 Penalty: 4649.835449
	Iteration 63Q: 3 clusters Score -1456911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1456909.375000 Penalty: 4649.835449
	Iteration 64Q: 3 clusters Score -1456909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1456910.250000 Penalty: 4649.835449
	Iteration 65Q: 3 clusters Score -1456910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1456910.500000 Penalty: 4649.835449
	Iteration 66Q: 3 clusters Score -1456910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1456912.750000 Penalty: 4649.835449
	Iteration 67Q: 3 clusters Score -1456913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1456909.875000 Penalty: 4649.835449
	Iteration 68Q: 3 clusters Score -1456910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1456912.000000 Penalty: 4649.835449
	Iteration 69Q: 3 clusters Score -1456912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1456914.875000 Penalty: 4649.835449
	Iteration 70Q: 3 clusters Score -1456915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1456913.000000 Penalty: 4649.835449
	Iteration 71Q: 3 clusters Score -1456913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1456913.125000 Penalty: 4649.835449
	Iteration 72Q: 3 clusters Score -1456913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1456911.125000 Penalty: 4649.835449
	Iteration 73Q: 3 clusters Score -1456911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1456916.625000 Penalty: 4649.835449
	Iteration 74Q: 3 clusters Score -1456917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1456917.000000 Penalty: 4649.835449
	Iteration 75Q: 3 clusters Score -1456917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1456917.000000 Penalty: 4649.835449
	Iteration 76Q: 3 clusters Score -1456917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1456915.875000 Penalty: 4649.835449
	Iteration 77Q: 3 clusters Score -1456916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1456915.875000 Penalty: 4649.835449
	Iteration 78Q: 3 clusters Score -1456916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1456914.000000 Penalty: 4649.835449
	Iteration 79Q: 3 clusters Score -1456914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1456915.375000 Penalty: 4649.835449
	Iteration 80F: 3 clusters Score -1456915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1456917.125000 Penalty: 4649.835449
	Iteration 81Q: 3 clusters Score -1456917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1456917.625000 Penalty: 4649.835449
	Iteration 82Q: 3 clusters Score -1456918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1456918.750000 Penalty: 4649.835449
	Iteration 83Q: 3 clusters Score -1456919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1456917.250000 Penalty: 4649.835449
	Iteration 84Q: 3 clusters Score -1456917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1456923.000000 Penalty: 4649.835449
	Iteration 85Q: 3 clusters Score -1456923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1456926.625000 Penalty: 4649.835449
	Iteration 86Q: 3 clusters Score -1456927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1456926.375000 Penalty: 4649.835449
	Iteration 87Q: 3 clusters Score -1456926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1456928.500000 Penalty: 4649.835449
	Iteration 88Q: 3 clusters Score -1456928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1456926.750000 Penalty: 4649.835449
	Iteration 89Q: 3 clusters Score -1456927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1456929.000000 Penalty: 4649.835449
	Iteration 90Q: 3 clusters Score -1456929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1456928.875000 Penalty: 4649.835449
	Iteration 91Q: 3 clusters Score -1456929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1456931.500000 Penalty: 4649.835449
	Iteration 92Q: 3 clusters Score -1456932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1456929.125000 Penalty: 4649.835449
	Iteration 93Q: 3 clusters Score -1456929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1456931.375000 Penalty: 4649.835449
	Iteration 94Q: 3 clusters Score -1456931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1456929.250000 Penalty: 4649.835449
	Iteration 95Q: 3 clusters Score -1456929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1456930.000000 Penalty: 4649.835449
	Iteration 96Q: 3 clusters Score -1456930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1456932.250000 Penalty: 4649.835449
	Iteration 97Q: 3 clusters Score -1456932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1456931.875000 Penalty: 4649.835449
	Iteration 98Q: 3 clusters Score -1456932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1456934.250000 Penalty: 4649.835449
	Iteration 99Q: 3 clusters Score -1456934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1456934.625000 Penalty: 4649.835449
	Iteration 100F: 3 clusters Score -1456935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1456934.375000 Penalty: 4649.835449
	Iteration 101Q: 3 clusters Score -1456934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1456934.750000 Penalty: 4649.835449
	Iteration 102Q: 3 clusters Score -1456935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1456935.000000 Penalty: 4649.835449
	Iteration 103Q: 3 clusters Score -1456935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1456935.000000 Penalty: 4649.835449
	Iteration 104Q: 3 clusters Score -1456935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1456935.125000 Penalty: 4649.835449
	Iteration 105Q: 3 clusters Score -1456935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1456935.625000 Penalty: 4649.835449
	Iteration 106Q: 3 clusters Score -1456936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1456935.875000 Penalty: 4649.835449
	Iteration 107Q: 3 clusters Score -1456936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1456935.875000 Penalty: 4649.835449
	Iteration 108F: 3 clusters Score -1456936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (242386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242386 members 
Entering Unmasked Estep 
Score: -30453738.000000 Penalty: 3074.775146
	Iteration 0F: 2 clusters Score -3.045374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -30311714.000000 Penalty: 6149.550293
	Iteration 0F: 3 clusters Score -3.031171e+07 nChanged 116983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -30380886.000000 Penalty: 6149.550293
	Iteration 1F: 3 clusters Score -3.038089e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -30382512.000000 Penalty: 6149.550293
	Iteration 2Q: 3 clusters Score -3.038251e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -30384134.000000 Penalty: 6149.550293
	Iteration 3Q: 3 clusters Score -3.038413e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -30386562.000000 Penalty: 6149.550293
	Iteration 4Q: 3 clusters Score -3.038656e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -30389572.000000 Penalty: 6149.550293
	Iteration 5Q: 3 clusters Score -3.038957e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -30393496.000000 Penalty: 6149.550293
	Iteration 6Q: 3 clusters Score -3.03935e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -30398472.000000 Penalty: 6149.550293
	Iteration 7Q: 3 clusters Score -3.039847e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117374 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -30404132.000000 Penalty: 6149.550293
	Iteration 8F: 3 clusters Score -3.040413e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -30410082.000000 Penalty: 6149.550293
	Iteration 9F: 3 clusters Score -3.041008e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -30416064.000000 Penalty: 6149.550293
	Iteration 10F: 3 clusters Score -3.041606e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -30421346.000000 Penalty: 6149.550293
	Iteration 11Q: 3 clusters Score -3.042135e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 132701 members 
Entering Unmasked Estep 
Score: -30425326.000000 Penalty: 6149.550293
	Iteration 12Q: 3 clusters Score -3.042533e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 136685 members 
Entering Unmasked Estep 
Score: -30429034.000000 Penalty: 6149.550293
	Iteration 13Q: 3 clusters Score -3.042903e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -30432482.000000 Penalty: 6149.550293
	Iteration 14Q: 3 clusters Score -3.043248e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -30435676.000000 Penalty: 6149.550293
	Iteration 15Q: 3 clusters Score -3.043568e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -30438890.000000 Penalty: 6149.550293
	Iteration 16Q: 3 clusters Score -3.043889e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -30441500.000000 Penalty: 6149.550293
	Iteration 17Q: 3 clusters Score -3.04415e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -30443468.000000 Penalty: 6149.550293
	Iteration 18Q: 3 clusters Score -3.044347e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -30445166.000000 Penalty: 6149.550293
	Iteration 19Q: 3 clusters Score -3.044517e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 162225 members 
Entering Unmasked Estep 
Score: -30446492.000000 Penalty: 6149.550293
	Iteration 20F: 3 clusters Score -3.044649e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -30447622.000000 Penalty: 6149.550293
	Iteration 21Q: 3 clusters Score -3.044762e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -30448726.000000 Penalty: 6149.550293
	Iteration 22Q: 3 clusters Score -3.044873e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -30449558.000000 Penalty: 6149.550293
	Iteration 23Q: 3 clusters Score -3.044956e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 172764 members 
Entering Unmasked Estep 
Score: -30450312.000000 Penalty: 6149.550293
	Iteration 24Q: 3 clusters Score -3.045031e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -30450848.000000 Penalty: 6149.550293
	Iteration 25Q: 3 clusters Score -3.045085e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -30451596.000000 Penalty: 6149.550293
	Iteration 26Q: 3 clusters Score -3.04516e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -30452100.000000 Penalty: 6149.550293
	Iteration 27Q: 3 clusters Score -3.04521e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 182012 members 
Entering Unmasked Estep 
Score: -30452620.000000 Penalty: 6149.550293
	Iteration 28Q: 3 clusters Score -3.045262e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -30453158.000000 Penalty: 6149.550293
	Iteration 29Q: 3 clusters Score -3.045316e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 186426 members 
Entering Unmasked Estep 
Score: -30453558.000000 Penalty: 6149.550293
	Iteration 30Q: 3 clusters Score -3.045356e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -30453884.000000 Penalty: 6149.550293
	Iteration 31Q: 3 clusters Score -3.045388e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 190684 members 
Entering Unmasked Estep 
Score: -30454168.000000 Penalty: 6149.550293
	Iteration 32Q: 3 clusters Score -3.045417e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -30454440.000000 Penalty: 6149.550293
	Iteration 33Q: 3 clusters Score -3.045444e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -30454846.000000 Penalty: 6149.550293
	Iteration 34Q: 3 clusters Score -3.045485e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 197190 members 
Entering Unmasked Estep 
Score: -30455192.000000 Penalty: 6149.550293
	Iteration 35Q: 3 clusters Score -3.045519e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 199391 members 
Entering Unmasked Estep 
Score: -30455510.000000 Penalty: 6149.550293
	Iteration 36Q: 3 clusters Score -3.045551e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 201565 members 
Entering Unmasked Estep 
Score: -30455636.000000 Penalty: 6149.550293
	Iteration 37Q: 3 clusters Score -3.045564e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 203783 members 
Entering Unmasked Estep 
Score: -30456112.000000 Penalty: 6149.550293
	Iteration 38Q: 3 clusters Score -3.045611e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -30456228.000000 Penalty: 6149.550293
	Iteration 39Q: 3 clusters Score -3.045623e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 208379 members 
Entering Unmasked Estep 
Score: -30456506.000000 Penalty: 6149.550293
	Iteration 40F: 3 clusters Score -3.045651e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 210699 members 
Entering Unmasked Estep 
Score: -30456876.000000 Penalty: 6149.550293
	Iteration 41Q: 3 clusters Score -3.045688e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 212968 members 
Entering Unmasked Estep 
Score: -30456892.000000 Penalty: 6149.550293
	Iteration 42Q: 3 clusters Score -3.045689e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -30457326.000000 Penalty: 6149.550293
	Iteration 43Q: 3 clusters Score -3.045733e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 217245 members 
Entering Unmasked Estep 
Score: -30457532.000000 Penalty: 6149.550293
	Iteration 44Q: 3 clusters Score -3.045753e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 219222 members 
Entering Unmasked Estep 
Score: -30457678.000000 Penalty: 6149.550293
	Iteration 45Q: 3 clusters Score -3.045768e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 220988 members 
Entering Unmasked Estep 
Score: -30457536.000000 Penalty: 6149.550293
	Iteration 46Q: 3 clusters Score -3.045754e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 222621 members 
Entering Unmasked Estep 
Score: -30457654.000000 Penalty: 6149.550293
	Iteration 47Q: 3 clusters Score -3.045765e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -30457584.000000 Penalty: 6149.550293
	Iteration 48Q: 3 clusters Score -3.045758e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 225451 members 
Entering Unmasked Estep 
Score: -30457378.000000 Penalty: 6149.550293
	Iteration 49Q: 3 clusters Score -3.045738e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 226610 members 
Entering Unmasked Estep 
Score: -30457132.000000 Penalty: 6149.550293
	Iteration 50Q: 3 clusters Score -3.045713e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 227667 members 
Entering Unmasked Estep 
Score: -30457048.000000 Penalty: 6149.550293
	Iteration 51Q: 3 clusters Score -3.045705e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 228561 members 
Entering Unmasked Estep 
Score: -30456928.000000 Penalty: 6149.550293
	Iteration 52Q: 3 clusters Score -3.045693e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 229343 members 
Entering Unmasked Estep 
Score: -30456782.000000 Penalty: 6149.550293
	Iteration 53Q: 3 clusters Score -3.045678e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 230057 members 
Entering Unmasked Estep 
Score: -30456606.000000 Penalty: 6149.550293
	Iteration 54Q: 3 clusters Score -3.045661e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 230684 members 
Entering Unmasked Estep 
Score: -30456550.000000 Penalty: 6149.550293
	Iteration 55Q: 3 clusters Score -3.045655e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 231261 members 
Entering Unmasked Estep 
Score: -30456504.000000 Penalty: 6149.550293
	Iteration 56Q: 3 clusters Score -3.04565e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 231751 members 
Entering Unmasked Estep 
Score: -30456406.000000 Penalty: 6149.550293
	Iteration 57Q: 3 clusters Score -3.045641e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 232163 members 
Entering Unmasked Estep 
Score: -30456392.000000 Penalty: 6149.550293
	Iteration 58Q: 3 clusters Score -3.045639e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 232530 members 
Entering Unmasked Estep 
Score: -30456248.000000 Penalty: 6149.550293
	Iteration 59Q: 3 clusters Score -3.045625e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 232830 members 
Entering Unmasked Estep 
Score: -30456142.000000 Penalty: 6149.550293
	Iteration 60F: 3 clusters Score -3.045614e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 233114 members 
Entering Unmasked Estep 
Score: -30456122.000000 Penalty: 6149.550293
	Iteration 61Q: 3 clusters Score -3.045612e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 233394 members 
Entering Unmasked Estep 
Score: -30456046.000000 Penalty: 6149.550293
	Iteration 62Q: 3 clusters Score -3.045605e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 233628 members 
Entering Unmasked Estep 
Score: -30455946.000000 Penalty: 6149.550293
	Iteration 63Q: 3 clusters Score -3.045595e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 233846 members 
Entering Unmasked Estep 
Score: -30455844.000000 Penalty: 6149.550293
	Iteration 64Q: 3 clusters Score -3.045584e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 234045 members 
Entering Unmasked Estep 
Score: -30455714.000000 Penalty: 6149.550293
	Iteration 65Q: 3 clusters Score -3.045571e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 234222 members 
Entering Unmasked Estep 
Score: -30455708.000000 Penalty: 6149.550293
	Iteration 66Q: 3 clusters Score -3.045571e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 234407 members 
Entering Unmasked Estep 
Score: -30455612.000000 Penalty: 6149.550293
	Iteration 67Q: 3 clusters Score -3.045561e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 234585 members 
Entering Unmasked Estep 
Score: -30455628.000000 Penalty: 6149.550293
	Iteration 68Q: 3 clusters Score -3.045563e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 234736 members 
Entering Unmasked Estep 
Score: -30455574.000000 Penalty: 6149.550293
	Iteration 69Q: 3 clusters Score -3.045557e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 234859 members 
Entering Unmasked Estep 
Score: -30455576.000000 Penalty: 6149.550293
	Iteration 70Q: 3 clusters Score -3.045558e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 234974 members 
Entering Unmasked Estep 
Score: -30455588.000000 Penalty: 6149.550293
	Iteration 71Q: 3 clusters Score -3.045559e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 235076 members 
Entering Unmasked Estep 
Score: -30455550.000000 Penalty: 6149.550293
	Iteration 72Q: 3 clusters Score -3.045555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 235158 members 
Entering Unmasked Estep 
Score: -30455490.000000 Penalty: 6149.550293
	Iteration 73Q: 3 clusters Score -3.045549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 235228 members 
Entering Unmasked Estep 
Score: -30455490.000000 Penalty: 6149.550293
	Iteration 74Q: 3 clusters Score -3.045549e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 235299 members 
Entering Unmasked Estep 
Score: -30455472.000000 Penalty: 6149.550293
	Iteration 75Q: 3 clusters Score -3.045547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 235353 members 
Entering Unmasked Estep 
Score: -30455468.000000 Penalty: 6149.550293
	Iteration 76Q: 3 clusters Score -3.045547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 235412 members 
Entering Unmasked Estep 
Score: -30455474.000000 Penalty: 6149.550293
	Iteration 77Q: 3 clusters Score -3.045547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 235468 members 
Entering Unmasked Estep 
Score: -30455468.000000 Penalty: 6149.550293
	Iteration 78Q: 3 clusters Score -3.045547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 235527 members 
Entering Unmasked Estep 
Score: -30455430.000000 Penalty: 6149.550293
	Iteration 79Q: 3 clusters Score -3.045543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 235584 members 
Entering Unmasked Estep 
Score: -30455410.000000 Penalty: 6149.550293
	Iteration 80F: 3 clusters Score -3.045541e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 235623 members 
Entering Unmasked Estep 
Score: -30455376.000000 Penalty: 6149.550293
	Iteration 81Q: 3 clusters Score -3.045538e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 235643 members 
Entering Unmasked Estep 
Score: -30455362.000000 Penalty: 6149.550293
	Iteration 82Q: 3 clusters Score -3.045536e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 235668 members 
Entering Unmasked Estep 
Score: -30455360.000000 Penalty: 6149.550293
	Iteration 83Q: 3 clusters Score -3.045536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 235689 members 
Entering Unmasked Estep 
Score: -30455380.000000 Penalty: 6149.550293
	Iteration 84Q: 3 clusters Score -3.045538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 235712 members 
Entering Unmasked Estep 
Score: -30455348.000000 Penalty: 6149.550293
	Iteration 85Q: 3 clusters Score -3.045535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 235737 members 
Entering Unmasked Estep 
Score: -30455358.000000 Penalty: 6149.550293
	Iteration 86Q: 3 clusters Score -3.045536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 235754 members 
Entering Unmasked Estep 
Score: -30455354.000000 Penalty: 6149.550293
	Iteration 87Q: 3 clusters Score -3.045535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 235776 members 
Entering Unmasked Estep 
Score: -30455352.000000 Penalty: 6149.550293
	Iteration 88Q: 3 clusters Score -3.045535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 235789 members 
Entering Unmasked Estep 
Score: -30455350.000000 Penalty: 6149.550293
	Iteration 89Q: 3 clusters Score -3.045535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 235798 members 
Entering Unmasked Estep 
Score: -30455352.000000 Penalty: 6149.550293
	Iteration 90Q: 3 clusters Score -3.045535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 235812 members 
Entering Unmasked Estep 
Score: -30455340.000000 Penalty: 6149.550293
	Iteration 91Q: 3 clusters Score -3.045534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 235825 members 
Entering Unmasked Estep 
Score: -30455378.000000 Penalty: 6149.550293
	Iteration 92Q: 3 clusters Score -3.045538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 235840 members 
Entering Unmasked Estep 
Score: -30455374.000000 Penalty: 6149.550293
	Iteration 93Q: 3 clusters Score -3.045537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 235853 members 
Entering Unmasked Estep 
Score: -30455352.000000 Penalty: 6149.550293
	Iteration 94Q: 3 clusters Score -3.045535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 235864 members 
Entering Unmasked Estep 
Score: -30455326.000000 Penalty: 6149.550293
	Iteration 95Q: 3 clusters Score -3.045533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 235872 members 
Entering Unmasked Estep 
Score: -30455356.000000 Penalty: 6149.550293
	Iteration 96Q: 3 clusters Score -3.045536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 235877 members 
Entering Unmasked Estep 
Score: -30455356.000000 Penalty: 6149.550293
	Iteration 97Q: 3 clusters Score -3.045536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -30455362.000000 Penalty: 6149.550293
	Iteration 98Q: 3 clusters Score -3.045536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 235894 members 
Entering Unmasked Estep 
Score: -30455354.000000 Penalty: 6149.550293
	Iteration 99Q: 3 clusters Score -3.045535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 235898 members 
Entering Unmasked Estep 
Score: -30455358.000000 Penalty: 6149.550293
	Iteration 100F: 3 clusters Score -3.045536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 235898 members 
Entering Unmasked Estep 
Score: -30455352.000000 Penalty: 6149.550293
	Iteration 101Q: 3 clusters Score -3.045535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 235903 members 
Entering Unmasked Estep 
Score: -30455360.000000 Penalty: 6149.550293
	Iteration 102Q: 3 clusters Score -3.045536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 235907 members 
Entering Unmasked Estep 
Score: -30455356.000000 Penalty: 6149.550293
	Iteration 103Q: 3 clusters Score -3.045536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 235912 members 
Entering Unmasked Estep 
Score: -30455374.000000 Penalty: 6149.550293
	Iteration 104Q: 3 clusters Score -3.045537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 235915 members 
Entering Unmasked Estep 
Score: -30455356.000000 Penalty: 6149.550293
	Iteration 105Q: 3 clusters Score -3.045536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 235915 members 
Entering Unmasked Estep 
Score: -30455356.000000 Penalty: 6149.550293
	Iteration 106F: 3 clusters Score -3.045536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Entering Unmasked Estep 
Score: -134488992.000000 Penalty: 245151.562500
Splitting cluster 16 changes total score from -134488624.000000 to -134488992.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 17 (27691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Entering Unmasked Estep 
Score: -3459553.750000 Penalty: 2536.758057
	Iteration 0F: 2 clusters Score -3459554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3440356.000000 Penalty: 5073.516113
	Iteration 0F: 3 clusters Score -3440356 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3447066.500000 Penalty: 5073.516113
	Iteration 1F: 3 clusters Score -3447066 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3447490.250000 Penalty: 5073.516113
	Iteration 2Q: 3 clusters Score -3447490 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3447876.000000 Penalty: 5073.516113
	Iteration 3Q: 3 clusters Score -3447876 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3448189.750000 Penalty: 5073.516113
	Iteration 4Q: 3 clusters Score -3448190 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3448499.250000 Penalty: 5073.516113
	Iteration 5Q: 3 clusters Score -3448499 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3448812.000000 Penalty: 5073.516113
	Iteration 6Q: 3 clusters Score -3448812 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3449220.250000 Penalty: 5073.516113
	Iteration 7Q: 3 clusters Score -3449220 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3449801.000000 Penalty: 5073.516113
	Iteration 8Q: 3 clusters Score -3449801 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3450644.750000 Penalty: 5073.516113
	Iteration 9F: 3 clusters Score -3450645 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3451802.000000 Penalty: 5073.516113
	Iteration 10F: 3 clusters Score -3451802 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3453208.250000 Penalty: 5073.516113
	Iteration 11F: 3 clusters Score -3453208 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3454622.250000 Penalty: 5073.516113
	Iteration 12F: 3 clusters Score -3454622 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3455803.250000 Penalty: 5073.516113
	Iteration 13Q: 3 clusters Score -3455803 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3456531.750000 Penalty: 5073.516113
	Iteration 14Q: 3 clusters Score -3456532 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3456941.500000 Penalty: 5073.516113
	Iteration 15Q: 3 clusters Score -3456942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3457164.000000 Penalty: 5073.516113
	Iteration 16Q: 3 clusters Score -3457164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3457258.500000 Penalty: 5073.516113
	Iteration 17Q: 3 clusters Score -3457258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3457325.500000 Penalty: 5073.516113
	Iteration 18Q: 3 clusters Score -3457326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3457377.250000 Penalty: 5073.516113
	Iteration 19Q: 3 clusters Score -3457377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3457409.000000 Penalty: 5073.516113
	Iteration 20F: 3 clusters Score -3457409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3457430.000000 Penalty: 5073.516113
	Iteration 21Q: 3 clusters Score -3457430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3457444.500000 Penalty: 5073.516113
	Iteration 22Q: 3 clusters Score -3457444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3457456.750000 Penalty: 5073.516113
	Iteration 23Q: 3 clusters Score -3457457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3457461.500000 Penalty: 5073.516113
	Iteration 24Q: 3 clusters Score -3457462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3457467.000000 Penalty: 5073.516113
	Iteration 25Q: 3 clusters Score -3457467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3457470.750000 Penalty: 5073.516113
	Iteration 26Q: 3 clusters Score -3457471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3457470.750000 Penalty: 5073.516113
	Iteration 27Q: 3 clusters Score -3457471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3457473.000000 Penalty: 5073.516113
	Iteration 28Q: 3 clusters Score -3457473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3457472.250000 Penalty: 5073.516113
	Iteration 29Q: 3 clusters Score -3457472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3457473.000000 Penalty: 5073.516113
	Iteration 30Q: 3 clusters Score -3457473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3457473.000000 Penalty: 5073.516113
	Iteration 31F: 3 clusters Score -3457473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Entering Unmasked Estep 
Score: -4363442.000000 Penalty: 2593.349854
	Iteration 0F: 2 clusters Score -4363442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4339835.500000 Penalty: 5186.699707
	Iteration 0F: 3 clusters Score -4339836 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4348314.000000 Penalty: 5186.699707
	Iteration 1F: 3 clusters Score -4348314 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4348914.500000 Penalty: 5186.699707
	Iteration 2Q: 3 clusters Score -4348914 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4349582.500000 Penalty: 5186.699707
	Iteration 3Q: 3 clusters Score -4349582 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4350444.500000 Penalty: 5186.699707
	Iteration 4F: 3 clusters Score -4350444 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4351430.500000 Penalty: 5186.699707
	Iteration 5F: 3 clusters Score -4351430 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4352808.500000 Penalty: 5186.699707
	Iteration 6F: 3 clusters Score -4352808 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4354720.500000 Penalty: 5186.699707
	Iteration 7F: 3 clusters Score -4354720 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4356924.000000 Penalty: 5186.699707
	Iteration 8F: 3 clusters Score -4356924 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4358838.500000 Penalty: 5186.699707
	Iteration 9F: 3 clusters Score -4358838 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4360376.000000 Penalty: 5186.699707
	Iteration 10Q: 3 clusters Score -4360376 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4361410.000000 Penalty: 5186.699707
	Iteration 11Q: 3 clusters Score -4361410 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4361910.000000 Penalty: 5186.699707
	Iteration 12Q: 3 clusters Score -4361910 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4362118.000000 Penalty: 5186.699707
	Iteration 13Q: 3 clusters Score -4362118 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4362210.000000 Penalty: 5186.699707
	Iteration 14Q: 3 clusters Score -4362210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4362274.500000 Penalty: 5186.699707
	Iteration 15Q: 3 clusters Score -4362274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4362300.000000 Penalty: 5186.699707
	Iteration 16Q: 3 clusters Score -4362300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4362332.500000 Penalty: 5186.699707
	Iteration 17Q: 3 clusters Score -4362332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4362360.500000 Penalty: 5186.699707
	Iteration 18Q: 3 clusters Score -4362360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4362388.500000 Penalty: 5186.699707
	Iteration 19Q: 3 clusters Score -4362388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4362387.500000 Penalty: 5186.699707
	Iteration 20F: 3 clusters Score -4362388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4362393.500000 Penalty: 5186.699707
	Iteration 21Q: 3 clusters Score -4362394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4362404.000000 Penalty: 5186.699707
	Iteration 22Q: 3 clusters Score -4362404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4362417.500000 Penalty: 5186.699707
	Iteration 23Q: 3 clusters Score -4362418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4362418.000000 Penalty: 5186.699707
	Iteration 24Q: 3 clusters Score -4362418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4362411.500000 Penalty: 5186.699707
	Iteration 25Q: 3 clusters Score -4362412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4362418.000000 Penalty: 5186.699707
	Iteration 26Q: 3 clusters Score -4362418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4362416.500000 Penalty: 5186.699707
	Iteration 27Q: 3 clusters Score -4362416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4362422.000000 Penalty: 5186.699707
	Iteration 28Q: 3 clusters Score -4362422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4362420.000000 Penalty: 5186.699707
	Iteration 29Q: 3 clusters Score -4362420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4362424.500000 Penalty: 5186.699707
	Iteration 30Q: 3 clusters Score -4362424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4362429.000000 Penalty: 5186.699707
	Iteration 31Q: 3 clusters Score -4362429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4362426.000000 Penalty: 5186.699707
	Iteration 32Q: 3 clusters Score -4362426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4362425.500000 Penalty: 5186.699707
	Iteration 33Q: 3 clusters Score -4362426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4362425.500000 Penalty: 5186.699707
	Iteration 34F: 3 clusters Score -4362426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -656011.062500 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -656011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -652137.062500 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -652137.1 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -653151.437500 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -653151.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -653439.625000 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -653439.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -653668.187500 Penalty: 4117.923828
	Iteration 3F: 3 clusters Score -653668.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -653832.812500 Penalty: 4117.923828
	Iteration 4Q: 3 clusters Score -653832.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -653972.062500 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -653972.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -654117.625000 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -654117.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -654236.375000 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -654236.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -654358.687500 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -654358.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -654449.437500 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -654449.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -654528.687500 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -654528.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -654608.500000 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -654608.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -654677.875000 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -654677.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -654711.437500 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -654711.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -654744.125000 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -654744.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -654773.937500 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -654773.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -654798.187500 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -654798.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -654824.875000 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -654824.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -654852.937500 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -654852.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -654873.250000 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -654873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -654890.125000 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -654890.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -654911.875000 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -654911.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -654928.000000 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -654928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -654950.625000 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -654950.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -654983.500000 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -654983.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -655038.187500 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -655038.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -655117.750000 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -655117.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -655234.937500 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -655234.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -655290.875000 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -655290.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -655321.062500 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -655321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -655339.500000 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -655339.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -655356.000000 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -655356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -655374.625000 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -655374.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -655391.437500 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -655391.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -655405.187500 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -655405.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -655425.562500 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -655425.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -655452.000000 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -655452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -655494.375000 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -655494.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -655529.125000 Penalty: 4117.923828
	Iteration 38Q: 3 clusters Score -655529.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -655545.437500 Penalty: 4117.923828
	Iteration 39Q: 3 clusters Score -655545.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -655561.125000 Penalty: 4117.923828
	Iteration 40F: 3 clusters Score -655561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -655576.000000 Penalty: 4117.923828
	Iteration 41Q: 3 clusters Score -655576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -655583.187500 Penalty: 4117.923828
	Iteration 42Q: 3 clusters Score -655583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -655590.750000 Penalty: 4117.923828
	Iteration 43Q: 3 clusters Score -655590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -655599.250000 Penalty: 4117.923828
	Iteration 44Q: 3 clusters Score -655599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -655615.187500 Penalty: 4117.923828
	Iteration 45Q: 3 clusters Score -655615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -655639.250000 Penalty: 4117.923828
	Iteration 46Q: 3 clusters Score -655639.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -655662.687500 Penalty: 4117.923828
	Iteration 47Q: 3 clusters Score -655662.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -655690.437500 Penalty: 4117.923828
	Iteration 48Q: 3 clusters Score -655690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -655701.937500 Penalty: 4117.923828
	Iteration 49Q: 3 clusters Score -655701.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -655711.500000 Penalty: 4117.923828
	Iteration 50Q: 3 clusters Score -655711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -655716.875000 Penalty: 4117.923828
	Iteration 51Q: 3 clusters Score -655716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -655724.250000 Penalty: 4117.923828
	Iteration 52Q: 3 clusters Score -655724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -655732.312500 Penalty: 4117.923828
	Iteration 53Q: 3 clusters Score -655732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -655738.812500 Penalty: 4117.923828
	Iteration 54Q: 3 clusters Score -655738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -655742.375000 Penalty: 4117.923828
	Iteration 55Q: 3 clusters Score -655742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -655746.687500 Penalty: 4117.923828
	Iteration 56Q: 3 clusters Score -655746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -655752.437500 Penalty: 4117.923828
	Iteration 57Q: 3 clusters Score -655752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -655753.937500 Penalty: 4117.923828
	Iteration 58Q: 3 clusters Score -655753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -655756.250000 Penalty: 4117.923828
	Iteration 59Q: 3 clusters Score -655756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -655758.250000 Penalty: 4117.923828
	Iteration 60F: 3 clusters Score -655758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -655759.500000 Penalty: 4117.923828
	Iteration 61Q: 3 clusters Score -655759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -655758.062500 Penalty: 4117.923828
	Iteration 62Q: 3 clusters Score -655758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -655758.062500 Penalty: 4117.923828
	Iteration 63F: 3 clusters Score -655758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -507977.250000 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -507977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -503976.906250 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -503976.9 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -505138.406250 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -505138.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -505793.187500 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -505793.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -506379.656250 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -506379.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -506666.843750 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -506666.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -506888.625000 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -506888.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -507085.906250 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -507085.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -507315.093750 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -507315.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -507573.000000 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -507573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -507849.687500 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -507849.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -508070.093750 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -508070.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -508240.750000 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -508240.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -508335.500000 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -508335.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -508408.781250 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -508408.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -508469.406250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -508469.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -508509.156250 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -508509.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -508536.031250 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -508536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -508551.250000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -508551.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -508562.906250 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -508562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -508573.343750 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -508573.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -508579.500000 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -508579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -508583.718750 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -508583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -508583.343750 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -508583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -508586.000000 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -508586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -508586.750000 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -508586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -508586.750000 Penalty: 4149.488770
	Iteration 25F: 3 clusters Score -508586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 1927 members 
Entering Unmasked Estep 
Score: -134488288.000000 Penalty: 248604.390625
Splitting cluster 20 changes total score from -134488624.000000 to -134488288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Entering Unmasked Estep 
Score: -1166516.875000 Penalty: 2268.370361
	Iteration 0F: 2 clusters Score -1166517 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 4650 members 
Entering Unmasked Estep 
Score: -1159167.750000 Penalty: 4536.740723
	Iteration 0F: 3 clusters Score -1159168 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1161296.500000 Penalty: 4536.740723
	Iteration 1F: 3 clusters Score -1161296 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1161675.500000 Penalty: 4536.740723
	Iteration 2F: 3 clusters Score -1161676 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1161973.000000 Penalty: 4536.740723
	Iteration 3F: 3 clusters Score -1161973 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1162249.500000 Penalty: 4536.740723
	Iteration 4Q: 3 clusters Score -1162250 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1162552.875000 Penalty: 4536.740723
	Iteration 5Q: 3 clusters Score -1162553 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1162863.000000 Penalty: 4536.740723
	Iteration 6Q: 3 clusters Score -1162863 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1163202.750000 Penalty: 4536.740723
	Iteration 7Q: 3 clusters Score -1163203 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1163561.250000 Penalty: 4536.740723
	Iteration 8Q: 3 clusters Score -1163561 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1163893.125000 Penalty: 4536.740723
	Iteration 9Q: 3 clusters Score -1163893 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1164179.000000 Penalty: 4536.740723
	Iteration 10Q: 3 clusters Score -1164179 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1164415.250000 Penalty: 4536.740723
	Iteration 11Q: 3 clusters Score -1164415 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1164611.875000 Penalty: 4536.740723
	Iteration 12Q: 3 clusters Score -1164612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1164772.375000 Penalty: 4536.740723
	Iteration 13Q: 3 clusters Score -1164772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1164912.875000 Penalty: 4536.740723
	Iteration 14Q: 3 clusters Score -1164913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1165061.625000 Penalty: 4536.740723
	Iteration 15Q: 3 clusters Score -1165062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1165183.500000 Penalty: 4536.740723
	Iteration 16Q: 3 clusters Score -1165184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1165252.250000 Penalty: 4536.740723
	Iteration 17Q: 3 clusters Score -1165252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1165298.500000 Penalty: 4536.740723
	Iteration 18Q: 3 clusters Score -1165298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1165313.125000 Penalty: 4536.740723
	Iteration 19Q: 3 clusters Score -1165313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1165328.375000 Penalty: 4536.740723
	Iteration 20F: 3 clusters Score -1165328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1165336.500000 Penalty: 4536.740723
	Iteration 21Q: 3 clusters Score -1165336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1165341.500000 Penalty: 4536.740723
	Iteration 22Q: 3 clusters Score -1165342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1165347.000000 Penalty: 4536.740723
	Iteration 23Q: 3 clusters Score -1165347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1165349.875000 Penalty: 4536.740723
	Iteration 24Q: 3 clusters Score -1165350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1165352.750000 Penalty: 4536.740723
	Iteration 25Q: 3 clusters Score -1165353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1165354.625000 Penalty: 4536.740723
	Iteration 26Q: 3 clusters Score -1165355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1165358.625000 Penalty: 4536.740723
	Iteration 27Q: 3 clusters Score -1165359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1165361.375000 Penalty: 4536.740723
	Iteration 28Q: 3 clusters Score -1165361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1165360.500000 Penalty: 4536.740723
	Iteration 29Q: 3 clusters Score -1165360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1165361.125000 Penalty: 4536.740723
	Iteration 30Q: 3 clusters Score -1165361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1165360.750000 Penalty: 4536.740723
	Iteration 31Q: 3 clusters Score -1165361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1165360.625000 Penalty: 4536.740723
	Iteration 32Q: 3 clusters Score -1165361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1165361.000000 Penalty: 4536.740723
	Iteration 33Q: 3 clusters Score -1165361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1165361.625000 Penalty: 4536.740723
	Iteration 34Q: 3 clusters Score -1165362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1165360.250000 Penalty: 4536.740723
	Iteration 35Q: 3 clusters Score -1165360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1165361.500000 Penalty: 4536.740723
	Iteration 36Q: 3 clusters Score -1165362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1165361.375000 Penalty: 4536.740723
	Iteration 37Q: 3 clusters Score -1165361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1165359.750000 Penalty: 4536.740723
	Iteration 38Q: 3 clusters Score -1165360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1165361.125000 Penalty: 4536.740723
	Iteration 39Q: 3 clusters Score -1165361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1165361.000000 Penalty: 4536.740723
	Iteration 40F: 3 clusters Score -1165361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Entering Unmasked Estep 
Score: -8421791.000000 Penalty: 2757.903564
	Iteration 0F: 2 clusters Score -8421791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -8376666.000000 Penalty: 5515.807129
	Iteration 0F: 3 clusters Score -8376666 nChanged 31611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8394350.000000 Penalty: 5515.807129
	Iteration 1F: 3 clusters Score -8394350 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -8395005.000000 Penalty: 5515.807129
	Iteration 2Q: 3 clusters Score -8395005 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -8395682.000000 Penalty: 5515.807129
	Iteration 3Q: 3 clusters Score -8395682 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -8396336.000000 Penalty: 5515.807129
	Iteration 4Q: 3 clusters Score -8396336 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8397173.000000 Penalty: 5515.807129
	Iteration 5Q: 3 clusters Score -8397173 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8397947.000000 Penalty: 5515.807129
	Iteration 6Q: 3 clusters Score -8397947 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -8398788.000000 Penalty: 5515.807129
	Iteration 7Q: 3 clusters Score -8398788 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -8399789.000000 Penalty: 5515.807129
	Iteration 8Q: 3 clusters Score -8399789 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -8401013.000000 Penalty: 5515.807129
	Iteration 9Q: 3 clusters Score -8401013 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -8402266.000000 Penalty: 5515.807129
	Iteration 10Q: 3 clusters Score -8402266 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -8403830.000000 Penalty: 5515.807129
	Iteration 11Q: 3 clusters Score -8403830 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8405668.000000 Penalty: 5515.807129
	Iteration 12Q: 3 clusters Score -8405668 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -8407704.000000 Penalty: 5515.807129
	Iteration 13Q: 3 clusters Score -8407704 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -8409189.000000 Penalty: 5515.807129
	Iteration 14Q: 3 clusters Score -8409189 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -8409921.000000 Penalty: 5515.807129
	Iteration 15Q: 3 clusters Score -8409921 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -8410322.000000 Penalty: 5515.807129
	Iteration 16Q: 3 clusters Score -8410322 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8410624.000000 Penalty: 5515.807129
	Iteration 17Q: 3 clusters Score -8410624 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -8410807.000000 Penalty: 5515.807129
	Iteration 18Q: 3 clusters Score -8410807 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8411151.000000 Penalty: 5515.807129
	Iteration 19Q: 3 clusters Score -8411151 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8411405.000000 Penalty: 5515.807129
	Iteration 20F: 3 clusters Score -8411405 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8411582.000000 Penalty: 5515.807129
	Iteration 21Q: 3 clusters Score -8411582 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -8411738.000000 Penalty: 5515.807129
	Iteration 22Q: 3 clusters Score -8411738 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8411901.000000 Penalty: 5515.807129
	Iteration 23Q: 3 clusters Score -8411901 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8412096.000000 Penalty: 5515.807129
	Iteration 24Q: 3 clusters Score -8412096 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8412240.000000 Penalty: 5515.807129
	Iteration 25Q: 3 clusters Score -8412240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8412373.000000 Penalty: 5515.807129
	Iteration 26Q: 3 clusters Score -8412373 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8412527.000000 Penalty: 5515.807129
	Iteration 27Q: 3 clusters Score -8412527 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8412642.000000 Penalty: 5515.807129
	Iteration 28Q: 3 clusters Score -8412642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8412747.000000 Penalty: 5515.807129
	Iteration 29Q: 3 clusters Score -8412747 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8412850.000000 Penalty: 5515.807129
	Iteration 30Q: 3 clusters Score -8412850 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8412946.000000 Penalty: 5515.807129
	Iteration 31Q: 3 clusters Score -8412946 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8413087.000000 Penalty: 5515.807129
	Iteration 32Q: 3 clusters Score -8413087 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -8413162.000000 Penalty: 5515.807129
	Iteration 33Q: 3 clusters Score -8413162 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -8413266.000000 Penalty: 5515.807129
	Iteration 34Q: 3 clusters Score -8413266 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8413385.000000 Penalty: 5515.807129
	Iteration 35Q: 3 clusters Score -8413385 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8413442.000000 Penalty: 5515.807129
	Iteration 36Q: 3 clusters Score -8413442 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8413495.000000 Penalty: 5515.807129
	Iteration 37Q: 3 clusters Score -8413495 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -8413547.000000 Penalty: 5515.807129
	Iteration 38Q: 3 clusters Score -8413547 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -8413585.000000 Penalty: 5515.807129
	Iteration 39Q: 3 clusters Score -8413585 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -8413618.000000 Penalty: 5515.807129
	Iteration 40F: 3 clusters Score -8413618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -8413618.000000 Penalty: 5515.807129
	Iteration 41Q: 3 clusters Score -8413618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -8413648.000000 Penalty: 5515.807129
	Iteration 42Q: 3 clusters Score -8413648 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -8413700.000000 Penalty: 5515.807129
	Iteration 43Q: 3 clusters Score -8413700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -8413712.000000 Penalty: 5515.807129
	Iteration 44Q: 3 clusters Score -8413712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -8413697.000000 Penalty: 5515.807129
	Iteration 45Q: 3 clusters Score -8413697 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -8413733.000000 Penalty: 5515.807129
	Iteration 46Q: 3 clusters Score -8413733 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -8413757.000000 Penalty: 5515.807129
	Iteration 47Q: 3 clusters Score -8413757 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -8413772.000000 Penalty: 5515.807129
	Iteration 48Q: 3 clusters Score -8413772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -8413752.000000 Penalty: 5515.807129
	Iteration 49Q: 3 clusters Score -8413752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -8413759.000000 Penalty: 5515.807129
	Iteration 50Q: 3 clusters Score -8413759 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -8413758.000000 Penalty: 5515.807129
	Iteration 51Q: 3 clusters Score -8413758 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -8413790.000000 Penalty: 5515.807129
	Iteration 52Q: 3 clusters Score -8413790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -8413819.000000 Penalty: 5515.807129
	Iteration 53Q: 3 clusters Score -8413819 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -8413806.000000 Penalty: 5515.807129
	Iteration 54Q: 3 clusters Score -8413806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -8413834.000000 Penalty: 5515.807129
	Iteration 55Q: 3 clusters Score -8413834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -8413856.000000 Penalty: 5515.807129
	Iteration 56Q: 3 clusters Score -8413856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -8413890.000000 Penalty: 5515.807129
	Iteration 57Q: 3 clusters Score -8413890 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8413885.000000 Penalty: 5515.807129
	Iteration 58Q: 3 clusters Score -8413885 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -8413886.000000 Penalty: 5515.807129
	Iteration 59Q: 3 clusters Score -8413886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -8413890.000000 Penalty: 5515.807129
	Iteration 60F: 3 clusters Score -8413890 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -8413906.000000 Penalty: 5515.807129
	Iteration 61Q: 3 clusters Score -8413906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -8413930.000000 Penalty: 5515.807129
	Iteration 62Q: 3 clusters Score -8413930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -8413929.000000 Penalty: 5515.807129
	Iteration 63Q: 3 clusters Score -8413929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -8413934.000000 Penalty: 5515.807129
	Iteration 64Q: 3 clusters Score -8413934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -8413994.000000 Penalty: 5515.807129
	Iteration 65Q: 3 clusters Score -8413994 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -8414018.000000 Penalty: 5515.807129
	Iteration 66Q: 3 clusters Score -8414018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -8414026.000000 Penalty: 5515.807129
	Iteration 67Q: 3 clusters Score -8414026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -8414036.000000 Penalty: 5515.807129
	Iteration 68Q: 3 clusters Score -8414036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -8414040.000000 Penalty: 5515.807129
	Iteration 69Q: 3 clusters Score -8414040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -8414048.000000 Penalty: 5515.807129
	Iteration 70Q: 3 clusters Score -8414048 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -8414110.000000 Penalty: 5515.807129
	Iteration 71Q: 3 clusters Score -8414110 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -8414111.000000 Penalty: 5515.807129
	Iteration 72Q: 3 clusters Score -8414111 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -8414162.000000 Penalty: 5515.807129
	Iteration 73Q: 3 clusters Score -8414162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -8414194.000000 Penalty: 5515.807129
	Iteration 74Q: 3 clusters Score -8414194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -8414261.000000 Penalty: 5515.807129
	Iteration 75Q: 3 clusters Score -8414261 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -8414323.000000 Penalty: 5515.807129
	Iteration 76Q: 3 clusters Score -8414323 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -8414383.000000 Penalty: 5515.807129
	Iteration 77Q: 3 clusters Score -8414383 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -8414442.000000 Penalty: 5515.807129
	Iteration 78Q: 3 clusters Score -8414442 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -8414512.000000 Penalty: 5515.807129
	Iteration 79Q: 3 clusters Score -8414512 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -8414611.000000 Penalty: 5515.807129
	Iteration 80F: 3 clusters Score -8414611 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -8414671.000000 Penalty: 5515.807129
	Iteration 81Q: 3 clusters Score -8414671 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -8414791.000000 Penalty: 5515.807129
	Iteration 82Q: 3 clusters Score -8414791 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -8414933.000000 Penalty: 5515.807129
	Iteration 83Q: 3 clusters Score -8414933 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -8415050.000000 Penalty: 5515.807129
	Iteration 84Q: 3 clusters Score -8415050 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -8415224.000000 Penalty: 5515.807129
	Iteration 85Q: 3 clusters Score -8415224 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -8415427.000000 Penalty: 5515.807129
	Iteration 86Q: 3 clusters Score -8415427 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -8415598.000000 Penalty: 5515.807129
	Iteration 87Q: 3 clusters Score -8415598 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -8415859.000000 Penalty: 5515.807129
	Iteration 88Q: 3 clusters Score -8415859 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -8416150.000000 Penalty: 5515.807129
	Iteration 89Q: 3 clusters Score -8416150 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -8416477.000000 Penalty: 5515.807129
	Iteration 90Q: 3 clusters Score -8416477 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -8416839.000000 Penalty: 5515.807129
	Iteration 91Q: 3 clusters Score -8416839 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8417185.000000 Penalty: 5515.807129
	Iteration 92Q: 3 clusters Score -8417185 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -8417631.000000 Penalty: 5515.807129
	Iteration 93Q: 3 clusters Score -8417631 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -8418054.000000 Penalty: 5515.807129
	Iteration 94Q: 3 clusters Score -8418054 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -8418371.000000 Penalty: 5515.807129
	Iteration 95Q: 3 clusters Score -8418371 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -8418621.000000 Penalty: 5515.807129
	Iteration 96Q: 3 clusters Score -8418621 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -8418885.000000 Penalty: 5515.807129
	Iteration 97Q: 3 clusters Score -8418885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -8419085.000000 Penalty: 5515.807129
	Iteration 98Q: 3 clusters Score -8419085 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -8419236.000000 Penalty: 5515.807129
	Iteration 99Q: 3 clusters Score -8419236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -8419328.000000 Penalty: 5515.807129
	Iteration 100F: 3 clusters Score -8419328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -8419361.000000 Penalty: 5515.807129
	Iteration 101Q: 3 clusters Score -8419361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -8419403.000000 Penalty: 5515.807129
	Iteration 102Q: 3 clusters Score -8419403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -8419428.000000 Penalty: 5515.807129
	Iteration 103Q: 3 clusters Score -8419428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8419454.000000 Penalty: 5515.807129
	Iteration 104Q: 3 clusters Score -8419454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8419458.000000 Penalty: 5515.807129
	Iteration 105Q: 3 clusters Score -8419458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -8419479.000000 Penalty: 5515.807129
	Iteration 106Q: 3 clusters Score -8419479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -8419491.000000 Penalty: 5515.807129
	Iteration 107Q: 3 clusters Score -8419491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8419504.000000 Penalty: 5515.807129
	Iteration 108Q: 3 clusters Score -8419504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -8419501.000000 Penalty: 5515.807129
	Iteration 109Q: 3 clusters Score -8419501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -8419504.000000 Penalty: 5515.807129
	Iteration 110Q: 3 clusters Score -8419504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -8419502.000000 Penalty: 5515.807129
	Iteration 111Q: 3 clusters Score -8419502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8419503.000000 Penalty: 5515.807129
	Iteration 112Q: 3 clusters Score -8419503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8419505.000000 Penalty: 5515.807129
	Iteration 113Q: 3 clusters Score -8419505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -8419506.000000 Penalty: 5515.807129
	Iteration 114Q: 3 clusters Score -8419506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8419508.000000 Penalty: 5515.807129
	Iteration 115Q: 3 clusters Score -8419508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -8419510.000000 Penalty: 5515.807129
	Iteration 116Q: 3 clusters Score -8419510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -8419510.000000 Penalty: 5515.807129
	Iteration 117F: 3 clusters Score -8419510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Entering Unmasked Estep 
Score: -1377924.125000 Penalty: 2336.389404
	Iteration 0F: 2 clusters Score -1377924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1368842.125000 Penalty: 4672.778809
	Iteration 0F: 3 clusters Score -1368842 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1372018.750000 Penalty: 4672.778809
	Iteration 1F: 3 clusters Score -1372019 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1372676.750000 Penalty: 4672.778809
	Iteration 2F: 3 clusters Score -1372677 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1373164.875000 Penalty: 4672.778809
	Iteration 3F: 3 clusters Score -1373165 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1373562.500000 Penalty: 4672.778809
	Iteration 4F: 3 clusters Score -1373562 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1373883.250000 Penalty: 4672.778809
	Iteration 5Q: 3 clusters Score -1373883 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1374151.750000 Penalty: 4672.778809
	Iteration 6Q: 3 clusters Score -1374152 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1374399.875000 Penalty: 4672.778809
	Iteration 7Q: 3 clusters Score -1374400 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1374611.375000 Penalty: 4672.778809
	Iteration 8Q: 3 clusters Score -1374611 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1374770.375000 Penalty: 4672.778809
	Iteration 9Q: 3 clusters Score -1374770 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1374904.250000 Penalty: 4672.778809
	Iteration 10Q: 3 clusters Score -1374904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1375019.875000 Penalty: 4672.778809
	Iteration 11Q: 3 clusters Score -1375020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1375105.375000 Penalty: 4672.778809
	Iteration 12Q: 3 clusters Score -1375105 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1375165.875000 Penalty: 4672.778809
	Iteration 13Q: 3 clusters Score -1375166 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1375228.875000 Penalty: 4672.778809
	Iteration 14Q: 3 clusters Score -1375229 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1375282.625000 Penalty: 4672.778809
	Iteration 15Q: 3 clusters Score -1375283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1375336.750000 Penalty: 4672.778809
	Iteration 16Q: 3 clusters Score -1375337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1375375.875000 Penalty: 4672.778809
	Iteration 17Q: 3 clusters Score -1375376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1375420.750000 Penalty: 4672.778809
	Iteration 18Q: 3 clusters Score -1375421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1375469.625000 Penalty: 4672.778809
	Iteration 19Q: 3 clusters Score -1375470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1375514.500000 Penalty: 4672.778809
	Iteration 20F: 3 clusters Score -1375514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1375564.375000 Penalty: 4672.778809
	Iteration 21Q: 3 clusters Score -1375564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1375617.625000 Penalty: 4672.778809
	Iteration 22Q: 3 clusters Score -1375618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1375662.625000 Penalty: 4672.778809
	Iteration 23Q: 3 clusters Score -1375663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1375714.625000 Penalty: 4672.778809
	Iteration 24Q: 3 clusters Score -1375715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1375765.750000 Penalty: 4672.778809
	Iteration 25Q: 3 clusters Score -1375766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1375810.625000 Penalty: 4672.778809
	Iteration 26Q: 3 clusters Score -1375811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1375852.125000 Penalty: 4672.778809
	Iteration 27Q: 3 clusters Score -1375852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1375896.375000 Penalty: 4672.778809
	Iteration 28Q: 3 clusters Score -1375896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1375948.500000 Penalty: 4672.778809
	Iteration 29Q: 3 clusters Score -1375948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1376012.000000 Penalty: 4672.778809
	Iteration 30Q: 3 clusters Score -1376012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1376071.875000 Penalty: 4672.778809
	Iteration 31Q: 3 clusters Score -1376072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1376120.375000 Penalty: 4672.778809
	Iteration 32Q: 3 clusters Score -1376120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1376168.375000 Penalty: 4672.778809
	Iteration 33Q: 3 clusters Score -1376168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1376208.000000 Penalty: 4672.778809
	Iteration 34Q: 3 clusters Score -1376208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1376245.000000 Penalty: 4672.778809
	Iteration 35Q: 3 clusters Score -1376245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1376277.750000 Penalty: 4672.778809
	Iteration 36Q: 3 clusters Score -1376278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1376319.125000 Penalty: 4672.778809
	Iteration 37Q: 3 clusters Score -1376319 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1376360.500000 Penalty: 4672.778809
	Iteration 38Q: 3 clusters Score -1376360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1376400.125000 Penalty: 4672.778809
	Iteration 39Q: 3 clusters Score -1376400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1376435.250000 Penalty: 4672.778809
	Iteration 40F: 3 clusters Score -1376435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1376456.000000 Penalty: 4672.778809
	Iteration 41Q: 3 clusters Score -1376456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1376481.125000 Penalty: 4672.778809
	Iteration 42Q: 3 clusters Score -1376481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1376495.250000 Penalty: 4672.778809
	Iteration 43Q: 3 clusters Score -1376495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1376514.125000 Penalty: 4672.778809
	Iteration 44Q: 3 clusters Score -1376514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1376532.375000 Penalty: 4672.778809
	Iteration 45Q: 3 clusters Score -1376532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1376551.000000 Penalty: 4672.778809
	Iteration 46Q: 3 clusters Score -1376551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1376565.625000 Penalty: 4672.778809
	Iteration 47Q: 3 clusters Score -1376566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1376583.625000 Penalty: 4672.778809
	Iteration 48Q: 3 clusters Score -1376584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1376589.500000 Penalty: 4672.778809
	Iteration 49Q: 3 clusters Score -1376590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1376597.125000 Penalty: 4672.778809
	Iteration 50Q: 3 clusters Score -1376597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1376606.500000 Penalty: 4672.778809
	Iteration 51Q: 3 clusters Score -1376606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1376616.125000 Penalty: 4672.778809
	Iteration 52Q: 3 clusters Score -1376616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1376630.125000 Penalty: 4672.778809
	Iteration 53Q: 3 clusters Score -1376630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1376643.625000 Penalty: 4672.778809
	Iteration 54Q: 3 clusters Score -1376644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1376654.875000 Penalty: 4672.778809
	Iteration 55Q: 3 clusters Score -1376655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1376672.000000 Penalty: 4672.778809
	Iteration 56Q: 3 clusters Score -1376672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1376684.500000 Penalty: 4672.778809
	Iteration 57Q: 3 clusters Score -1376684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1376697.875000 Penalty: 4672.778809
	Iteration 58Q: 3 clusters Score -1376698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1376705.750000 Penalty: 4672.778809
	Iteration 59Q: 3 clusters Score -1376706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1376715.000000 Penalty: 4672.778809
	Iteration 60F: 3 clusters Score -1376715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1376724.750000 Penalty: 4672.778809
	Iteration 61Q: 3 clusters Score -1376725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1376728.000000 Penalty: 4672.778809
	Iteration 62Q: 3 clusters Score -1376728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1376741.500000 Penalty: 4672.778809
	Iteration 63Q: 3 clusters Score -1376742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1376752.500000 Penalty: 4672.778809
	Iteration 64Q: 3 clusters Score -1376752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1376764.250000 Penalty: 4672.778809
	Iteration 65Q: 3 clusters Score -1376764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1376769.750000 Penalty: 4672.778809
	Iteration 66Q: 3 clusters Score -1376770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1376783.000000 Penalty: 4672.778809
	Iteration 67Q: 3 clusters Score -1376783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1376785.375000 Penalty: 4672.778809
	Iteration 68Q: 3 clusters Score -1376785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1376790.625000 Penalty: 4672.778809
	Iteration 69Q: 3 clusters Score -1376791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1376792.625000 Penalty: 4672.778809
	Iteration 70Q: 3 clusters Score -1376793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1376798.500000 Penalty: 4672.778809
	Iteration 71Q: 3 clusters Score -1376798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1376800.750000 Penalty: 4672.778809
	Iteration 72Q: 3 clusters Score -1376801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1376804.625000 Penalty: 4672.778809
	Iteration 73Q: 3 clusters Score -1376805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1376804.750000 Penalty: 4672.778809
	Iteration 74Q: 3 clusters Score -1376805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1376804.875000 Penalty: 4672.778809
	Iteration 75Q: 3 clusters Score -1376805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1376804.625000 Penalty: 4672.778809
	Iteration 76Q: 3 clusters Score -1376805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1376803.375000 Penalty: 4672.778809
	Iteration 77Q: 3 clusters Score -1376803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1376803.375000 Penalty: 4672.778809
	Iteration 78F: 3 clusters Score -1376803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -881921.437500 Penalty: 2199.715332
	Iteration 0F: 2 clusters Score -881921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -876084.500000 Penalty: 4399.430664
	Iteration 0F: 3 clusters Score -876084.5 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -877780.375000 Penalty: 4399.430664
	Iteration 1F: 3 clusters Score -877780.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -878216.187500 Penalty: 4399.430664
	Iteration 2F: 3 clusters Score -878216.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -878605.625000 Penalty: 4399.430664
	Iteration 3F: 3 clusters Score -878605.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -879010.500000 Penalty: 4399.430664
	Iteration 4F: 3 clusters Score -879010.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -879388.062500 Penalty: 4399.430664
	Iteration 5F: 3 clusters Score -879388.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -879644.500000 Penalty: 4399.430664
	Iteration 6F: 3 clusters Score -879644.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -879848.562500 Penalty: 4399.430664
	Iteration 7Q: 3 clusters Score -879848.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -879996.875000 Penalty: 4399.430664
	Iteration 8Q: 3 clusters Score -879996.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -880104.937500 Penalty: 4399.430664
	Iteration 9Q: 3 clusters Score -880104.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -880166.937500 Penalty: 4399.430664
	Iteration 10Q: 3 clusters Score -880166.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -880205.812500 Penalty: 4399.430664
	Iteration 11Q: 3 clusters Score -880205.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -880233.375000 Penalty: 4399.430664
	Iteration 12Q: 3 clusters Score -880233.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -880248.812500 Penalty: 4399.430664
	Iteration 13Q: 3 clusters Score -880248.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -880267.875000 Penalty: 4399.430664
	Iteration 14Q: 3 clusters Score -880267.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -880275.625000 Penalty: 4399.430664
	Iteration 15Q: 3 clusters Score -880275.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -880287.125000 Penalty: 4399.430664
	Iteration 16Q: 3 clusters Score -880287.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -880294.750000 Penalty: 4399.430664
	Iteration 17Q: 3 clusters Score -880294.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -880302.500000 Penalty: 4399.430664
	Iteration 18Q: 3 clusters Score -880302.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -880307.437500 Penalty: 4399.430664
	Iteration 19Q: 3 clusters Score -880307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -880313.812500 Penalty: 4399.430664
	Iteration 20F: 3 clusters Score -880313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -880317.625000 Penalty: 4399.430664
	Iteration 21Q: 3 clusters Score -880317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -880324.187500 Penalty: 4399.430664
	Iteration 22Q: 3 clusters Score -880324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -880326.750000 Penalty: 4399.430664
	Iteration 23Q: 3 clusters Score -880326.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -880330.750000 Penalty: 4399.430664
	Iteration 24Q: 3 clusters Score -880330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -880335.000000 Penalty: 4399.430664
	Iteration 25Q: 3 clusters Score -880335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -880340.000000 Penalty: 4399.430664
	Iteration 26Q: 3 clusters Score -880340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -880342.437500 Penalty: 4399.430664
	Iteration 27Q: 3 clusters Score -880342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -880346.375000 Penalty: 4399.430664
	Iteration 28Q: 3 clusters Score -880346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -880348.687500 Penalty: 4399.430664
	Iteration 29Q: 3 clusters Score -880348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -880348.500000 Penalty: 4399.430664
	Iteration 30Q: 3 clusters Score -880348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -880349.062500 Penalty: 4399.430664
	Iteration 31Q: 3 clusters Score -880349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -880356.125000 Penalty: 4399.430664
	Iteration 32Q: 3 clusters Score -880356.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -880358.875000 Penalty: 4399.430664
	Iteration 33Q: 3 clusters Score -880358.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -880360.562500 Penalty: 4399.430664
	Iteration 34Q: 3 clusters Score -880360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -880366.812500 Penalty: 4399.430664
	Iteration 35Q: 3 clusters Score -880366.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -880373.312500 Penalty: 4399.430664
	Iteration 36Q: 3 clusters Score -880373.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -880377.000000 Penalty: 4399.430664
	Iteration 37Q: 3 clusters Score -880377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -880384.312500 Penalty: 4399.430664
	Iteration 38Q: 3 clusters Score -880384.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -880386.875000 Penalty: 4399.430664
	Iteration 39Q: 3 clusters Score -880386.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -880389.437500 Penalty: 4399.430664
	Iteration 40F: 3 clusters Score -880389.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -880394.812500 Penalty: 4399.430664
	Iteration 41Q: 3 clusters Score -880394.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -880399.187500 Penalty: 4399.430664
	Iteration 42Q: 3 clusters Score -880399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -880401.437500 Penalty: 4399.430664
	Iteration 43Q: 3 clusters Score -880401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -880404.437500 Penalty: 4399.430664
	Iteration 44Q: 3 clusters Score -880404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -880409.312500 Penalty: 4399.430664
	Iteration 45Q: 3 clusters Score -880409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -880413.750000 Penalty: 4399.430664
	Iteration 46Q: 3 clusters Score -880413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -880416.750000 Penalty: 4399.430664
	Iteration 47Q: 3 clusters Score -880416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -880420.875000 Penalty: 4399.430664
	Iteration 48Q: 3 clusters Score -880420.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -880423.750000 Penalty: 4399.430664
	Iteration 49Q: 3 clusters Score -880423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -880428.562500 Penalty: 4399.430664
	Iteration 50Q: 3 clusters Score -880428.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -880431.375000 Penalty: 4399.430664
	Iteration 51Q: 3 clusters Score -880431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -880434.250000 Penalty: 4399.430664
	Iteration 52Q: 3 clusters Score -880434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -880437.750000 Penalty: 4399.430664
	Iteration 53Q: 3 clusters Score -880437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -880444.750000 Penalty: 4399.430664
	Iteration 54Q: 3 clusters Score -880444.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -880448.875000 Penalty: 4399.430664
	Iteration 55Q: 3 clusters Score -880448.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -880453.000000 Penalty: 4399.430664
	Iteration 56Q: 3 clusters Score -880453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -880460.750000 Penalty: 4399.430664
	Iteration 57Q: 3 clusters Score -880460.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -880463.500000 Penalty: 4399.430664
	Iteration 58Q: 3 clusters Score -880463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -880470.500000 Penalty: 4399.430664
	Iteration 59Q: 3 clusters Score -880470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -880474.437500 Penalty: 4399.430664
	Iteration 60F: 3 clusters Score -880474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -880475.500000 Penalty: 4399.430664
	Iteration 61Q: 3 clusters Score -880475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -880476.187500 Penalty: 4399.430664
	Iteration 62Q: 3 clusters Score -880476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -880480.250000 Penalty: 4399.430664
	Iteration 63Q: 3 clusters Score -880480.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -880482.062500 Penalty: 4399.430664
	Iteration 64Q: 3 clusters Score -880482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -880482.750000 Penalty: 4399.430664
	Iteration 65Q: 3 clusters Score -880482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -880486.250000 Penalty: 4399.430664
	Iteration 66Q: 3 clusters Score -880486.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -880488.125000 Penalty: 4399.430664
	Iteration 67Q: 3 clusters Score -880488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -880487.125000 Penalty: 4399.430664
	Iteration 68Q: 3 clusters Score -880487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -880489.187500 Penalty: 4399.430664
	Iteration 69Q: 3 clusters Score -880489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -880489.250000 Penalty: 4399.430664
	Iteration 70Q: 3 clusters Score -880489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -880489.812500 Penalty: 4399.430664
	Iteration 71Q: 3 clusters Score -880489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -880489.812500 Penalty: 4399.430664
	Iteration 72F: 3 clusters Score -880489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -331507.406250 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -331507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -328401.187500 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -328401.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -329075.500000 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -329075.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -329343.375000 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -329343.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -329557.468750 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -329557.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -329775.906250 Penalty: 3929.081543
	Iteration 4F: 3 clusters Score -329775.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -329966.375000 Penalty: 3929.081543
	Iteration 5F: 3 clusters Score -329966.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -330108.125000 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -330108.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -330206.062500 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -330206.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -330281.500000 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -330281.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -330363.593750 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -330363.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -330433.531250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -330433.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -330493.312500 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -330493.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -330543.406250 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -330543.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -330571.312500 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -330571.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -330588.656250 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -330588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -330603.562500 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -330603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -330617.187500 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -330617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -330624.906250 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -330624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -330630.812500 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -330630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -330634.062500 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -330634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -330635.687500 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -330635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -330640.000000 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -330640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -330646.625000 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -330646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -330651.187500 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -330651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -330655.781250 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -330655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -330659.000000 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -330659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -330663.156250 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -330663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -330665.906250 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -330665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -330668.687500 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -330668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -330672.437500 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -330672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -330676.937500 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -330676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -330678.875000 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -330678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -330682.625000 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -330682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330682.562500 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -330682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -330683.250000 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -330683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -330683.937500 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -330683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -330683.937500 Penalty: 3929.081543
	Iteration 36F: 3 clusters Score -330683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -161274.296875 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -161274.3 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 677 members 
Entering Unmasked Estep 
Score: -159120.046875 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -159120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159494.296875 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -159494.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159597.640625 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -159597.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159658.296875 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -159658.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159701.171875 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -159701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159741.906250 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -159741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159783.625000 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -159783.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159826.796875 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -159826.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159871.406250 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -159871.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159924.484375 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -159924.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159989.031250 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -159989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -160052.796875 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -160052.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160145.687500 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -160145.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160323.875000 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -160323.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -160706.281250 Penalty: 3579.488037
	Iteration 14F: 3 clusters Score -160706.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161089.453125 Penalty: 3579.488037
	Iteration 15F: 3 clusters Score -161089.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -161330.312500 Penalty: 3579.488037
	Iteration 16F: 3 clusters Score -161330.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161427.640625 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -161427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -161452.828125 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -161452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -161470.046875 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -161470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -161477.093750 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -161477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -161484.078125 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -161484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -161487.718750 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -161487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161489.750000 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -161489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -161494.937500 Penalty: 3579.488037
	Iteration 24Q: 3 clusters Score -161494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -161497.109375 Penalty: 3579.488037
	Iteration 25Q: 3 clusters Score -161497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -161497.109375 Penalty: 3579.488037
	Iteration 26F: 3 clusters Score -161497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 394 members 
Entering Unmasked Estep 
Score: -134487568.000000 Penalty: 248604.390625
Splitting cluster 26 changes total score from -134488624.000000 to -134487568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -391025.750000 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -391025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -387639.531250 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -387639.5 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -388287.593750 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -388287.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -388435.093750 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -388435.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -388516.718750 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -388516.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -388591.187500 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -388591.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -388655.250000 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -388655.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -388723.437500 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -388723.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -388773.843750 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -388773.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -388819.906250 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -388819.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -388869.156250 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -388869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -388897.406250 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -388897.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -388923.593750 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -388923.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -388941.406250 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -388941.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -388957.843750 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -388957.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -388970.406250 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -388970.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -388988.375000 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -388988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389002.937500 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -389002.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -389017.593750 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -389017.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -389029.781250 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -389029.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -389041.625000 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -389041.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -389055.281250 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -389055.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -389063.843750 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -389063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -389067.312500 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -389067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -389072.812500 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -389072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -389077.906250 Penalty: 3991.247070
	Iteration 24Q: 3 clusters Score -389077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -389084.312500 Penalty: 3991.247070
	Iteration 25Q: 3 clusters Score -389084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -389087.875000 Penalty: 3991.247070
	Iteration 26Q: 3 clusters Score -389087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389090.250000 Penalty: 3991.247070
	Iteration 27Q: 3 clusters Score -389090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -389091.406250 Penalty: 3991.247070
	Iteration 28Q: 3 clusters Score -389091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -389093.093750 Penalty: 3991.247070
	Iteration 29Q: 3 clusters Score -389093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -389093.343750 Penalty: 3991.247070
	Iteration 30Q: 3 clusters Score -389093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -389093.906250 Penalty: 3991.247070
	Iteration 31Q: 3 clusters Score -389093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -389095.156250 Penalty: 3991.247070
	Iteration 32Q: 3 clusters Score -389095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -389095.656250 Penalty: 3991.247070
	Iteration 33Q: 3 clusters Score -389095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -389096.562500 Penalty: 3991.247070
	Iteration 34Q: 3 clusters Score -389096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -389098.062500 Penalty: 3991.247070
	Iteration 35Q: 3 clusters Score -389098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -389099.062500 Penalty: 3991.247070
	Iteration 36Q: 3 clusters Score -389099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -389099.593750 Penalty: 3991.247070
	Iteration 37Q: 3 clusters Score -389099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -389099.593750 Penalty: 3991.247070
	Iteration 38F: 3 clusters Score -389099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -3305087.500000 Penalty: 2531.087158
	Iteration 0F: 2 clusters Score -3305088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3286404.250000 Penalty: 5062.174316
	Iteration 0F: 3 clusters Score -3286404 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3293501.750000 Penalty: 5062.174316
	Iteration 1F: 3 clusters Score -3293502 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3294561.250000 Penalty: 5062.174316
	Iteration 2F: 3 clusters Score -3294561 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3295920.250000 Penalty: 5062.174316
	Iteration 3F: 3 clusters Score -3295920 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3297473.500000 Penalty: 5062.174316
	Iteration 4F: 3 clusters Score -3297474 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3299110.000000 Penalty: 5062.174316
	Iteration 5F: 3 clusters Score -3299110 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3300425.500000 Penalty: 5062.174316
	Iteration 6F: 3 clusters Score -3300426 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3301384.750000 Penalty: 5062.174316
	Iteration 7Q: 3 clusters Score -3301385 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3302032.000000 Penalty: 5062.174316
	Iteration 8Q: 3 clusters Score -3302032 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3302523.750000 Penalty: 5062.174316
	Iteration 9Q: 3 clusters Score -3302524 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3302884.750000 Penalty: 5062.174316
	Iteration 10Q: 3 clusters Score -3302885 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3303112.750000 Penalty: 5062.174316
	Iteration 11Q: 3 clusters Score -3303113 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3303275.250000 Penalty: 5062.174316
	Iteration 12Q: 3 clusters Score -3303275 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3303393.500000 Penalty: 5062.174316
	Iteration 13Q: 3 clusters Score -3303394 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3303469.000000 Penalty: 5062.174316
	Iteration 14Q: 3 clusters Score -3303469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3303522.750000 Penalty: 5062.174316
	Iteration 15Q: 3 clusters Score -3303523 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3303564.750000 Penalty: 5062.174316
	Iteration 16Q: 3 clusters Score -3303565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3303602.500000 Penalty: 5062.174316
	Iteration 17Q: 3 clusters Score -3303602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3303632.000000 Penalty: 5062.174316
	Iteration 18Q: 3 clusters Score -3303632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3303648.250000 Penalty: 5062.174316
	Iteration 19Q: 3 clusters Score -3303648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3303668.000000 Penalty: 5062.174316
	Iteration 20F: 3 clusters Score -3303668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3303680.500000 Penalty: 5062.174316
	Iteration 21Q: 3 clusters Score -3303680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3303685.750000 Penalty: 5062.174316
	Iteration 22Q: 3 clusters Score -3303686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3303686.000000 Penalty: 5062.174316
	Iteration 23Q: 3 clusters Score -3303686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3303697.000000 Penalty: 5062.174316
	Iteration 24Q: 3 clusters Score -3303697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3303711.000000 Penalty: 5062.174316
	Iteration 25Q: 3 clusters Score -3303711 nChanged 41
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: -3303730.250000 Penalty: 5062.174316
	Iteration 26Q: 3 clusters Score -3303730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3303740.750000 Penalty: 5062.174316
	Iteration 27Q: 3 clusters Score -3303741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3303754.750000 Penalty: 5062.174316
	Iteration 28Q: 3 clusters Score -3303755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3303773.000000 Penalty: 5062.174316
	Iteration 29Q: 3 clusters Score -3303773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3303790.250000 Penalty: 5062.174316
	Iteration 30Q: 3 clusters Score -3303790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3303797.250000 Penalty: 5062.174316
	Iteration 31Q: 3 clusters Score -3303797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3303827.250000 Penalty: 5062.174316
	Iteration 32Q: 3 clusters Score -3303827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3303858.500000 Penalty: 5062.174316
	Iteration 33Q: 3 clusters Score -3303858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3303879.500000 Penalty: 5062.174316
	Iteration 34Q: 3 clusters Score -3303880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3303908.500000 Penalty: 5062.174316
	Iteration 35Q: 3 clusters Score -3303908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3303937.000000 Penalty: 5062.174316
	Iteration 36Q: 3 clusters Score -3303937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3303953.250000 Penalty: 5062.174316
	Iteration 37Q: 3 clusters Score -3303953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3303987.000000 Penalty: 5062.174316
	Iteration 38Q: 3 clusters Score -3303987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3304017.000000 Penalty: 5062.174316
	Iteration 39Q: 3 clusters Score -3304017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3304064.000000 Penalty: 5062.174316
	Iteration 40F: 3 clusters Score -3304064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3304119.000000 Penalty: 5062.174316
	Iteration 41Q: 3 clusters Score -3304119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3304196.750000 Penalty: 5062.174316
	Iteration 42Q: 3 clusters Score -3304197 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3304266.500000 Penalty: 5062.174316
	Iteration 43Q: 3 clusters Score -3304266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3304332.000000 Penalty: 5062.174316
	Iteration 44Q: 3 clusters Score -3304332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3304364.750000 Penalty: 5062.174316
	Iteration 45Q: 3 clusters Score -3304365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3304392.000000 Penalty: 5062.174316
	Iteration 46Q: 3 clusters Score -3304392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3304414.250000 Penalty: 5062.174316
	Iteration 47Q: 3 clusters Score -3304414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3304432.500000 Penalty: 5062.174316
	Iteration 48Q: 3 clusters Score -3304432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3304436.750000 Penalty: 5062.174316
	Iteration 49Q: 3 clusters Score -3304437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3304440.500000 Penalty: 5062.174316
	Iteration 50Q: 3 clusters Score -3304440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3304451.000000 Penalty: 5062.174316
	Iteration 51Q: 3 clusters Score -3304451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3304453.750000 Penalty: 5062.174316
	Iteration 52Q: 3 clusters Score -3304454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3304448.000000 Penalty: 5062.174316
	Iteration 53Q: 3 clusters Score -3304448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3304451.750000 Penalty: 5062.174316
	Iteration 54Q: 3 clusters Score -3304452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3304450.000000 Penalty: 5062.174316
	Iteration 55Q: 3 clusters Score -3304450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3304446.000000 Penalty: 5062.174316
	Iteration 56Q: 3 clusters Score -3304446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3304443.500000 Penalty: 5062.174316
	Iteration 57Q: 3 clusters Score -3304444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3304449.250000 Penalty: 5062.174316
	Iteration 58Q: 3 clusters Score -3304449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3304449.500000 Penalty: 5062.174316
	Iteration 59Q: 3 clusters Score -3304450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3304457.500000 Penalty: 5062.174316
	Iteration 60F: 3 clusters Score -3304458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3304465.000000 Penalty: 5062.174316
	Iteration 61Q: 3 clusters Score -3304465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3304467.250000 Penalty: 5062.174316
	Iteration 62Q: 3 clusters Score -3304467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3304471.750000 Penalty: 5062.174316
	Iteration 63Q: 3 clusters Score -3304472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3304468.500000 Penalty: 5062.174316
	Iteration 64Q: 3 clusters Score -3304468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3304468.500000 Penalty: 5062.174316
	Iteration 65F: 3 clusters Score -3304468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -47248.363281 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -47248.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45827.742188 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -45827.74 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46368.386719 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -46368.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46939.218750 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -46939.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47480.667969 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -47480.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47723.144531 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -47723.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47915.304688 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -47915.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48080.937500 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -48080.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48172.386719 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -48172.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48189.832031 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -48189.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48201.421875 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -48201.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48201.421875 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -48201.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 267 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 247 members 
Entering Unmasked Estep 
Score: -134487984.000000 Penalty: 248604.390625
Splitting cluster 29 changes total score from -134488624.000000 to -134487984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Entering Unmasked Estep 
Score: -1442363.375000 Penalty: 2320.844238
	Iteration 0F: 2 clusters Score -1442363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1433762.500000 Penalty: 4641.688477
	Iteration 0F: 3 clusters Score -1433762 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1436214.500000 Penalty: 4641.688477
	Iteration 1F: 3 clusters Score -1436214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1436533.000000 Penalty: 4641.688477
	Iteration 2F: 3 clusters Score -1436533 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1436754.625000 Penalty: 4641.688477
	Iteration 3Q: 3 clusters Score -1436755 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1436941.125000 Penalty: 4641.688477
	Iteration 4Q: 3 clusters Score -1436941 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1437106.250000 Penalty: 4641.688477
	Iteration 5Q: 3 clusters Score -1437106 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1437250.625000 Penalty: 4641.688477
	Iteration 6Q: 3 clusters Score -1437251 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1437385.000000 Penalty: 4641.688477
	Iteration 7Q: 3 clusters Score -1437385 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1437544.375000 Penalty: 4641.688477
	Iteration 8Q: 3 clusters Score -1437544 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1437732.500000 Penalty: 4641.688477
	Iteration 9Q: 3 clusters Score -1437732 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1437928.000000 Penalty: 4641.688477
	Iteration 10Q: 3 clusters Score -1437928 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1438143.125000 Penalty: 4641.688477
	Iteration 11Q: 3 clusters Score -1438143 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1438361.875000 Penalty: 4641.688477
	Iteration 12Q: 3 clusters Score -1438362 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1438578.375000 Penalty: 4641.688477
	Iteration 13Q: 3 clusters Score -1438578 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1438800.750000 Penalty: 4641.688477
	Iteration 14Q: 3 clusters Score -1438801 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1438997.250000 Penalty: 4641.688477
	Iteration 15Q: 3 clusters Score -1438997 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1439147.375000 Penalty: 4641.688477
	Iteration 16Q: 3 clusters Score -1439147 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1439293.125000 Penalty: 4641.688477
	Iteration 17Q: 3 clusters Score -1439293 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1439403.125000 Penalty: 4641.688477
	Iteration 18Q: 3 clusters Score -1439403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1439500.750000 Penalty: 4641.688477
	Iteration 19Q: 3 clusters Score -1439501 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1439559.250000 Penalty: 4641.688477
	Iteration 20F: 3 clusters Score -1439559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1439617.375000 Penalty: 4641.688477
	Iteration 21Q: 3 clusters Score -1439617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1439681.625000 Penalty: 4641.688477
	Iteration 22Q: 3 clusters Score -1439682 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1439747.625000 Penalty: 4641.688477
	Iteration 23Q: 3 clusters Score -1439748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1439806.500000 Penalty: 4641.688477
	Iteration 24Q: 3 clusters Score -1439806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1439872.250000 Penalty: 4641.688477
	Iteration 25Q: 3 clusters Score -1439872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1439929.500000 Penalty: 4641.688477
	Iteration 26Q: 3 clusters Score -1439930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1439996.375000 Penalty: 4641.688477
	Iteration 27Q: 3 clusters Score -1439996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1440057.875000 Penalty: 4641.688477
	Iteration 28Q: 3 clusters Score -1440058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1440113.250000 Penalty: 4641.688477
	Iteration 29Q: 3 clusters Score -1440113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1440165.250000 Penalty: 4641.688477
	Iteration 30Q: 3 clusters Score -1440165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1440214.250000 Penalty: 4641.688477
	Iteration 31Q: 3 clusters Score -1440214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1440259.375000 Penalty: 4641.688477
	Iteration 32Q: 3 clusters Score -1440259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1440314.500000 Penalty: 4641.688477
	Iteration 33Q: 3 clusters Score -1440314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1440360.250000 Penalty: 4641.688477
	Iteration 34Q: 3 clusters Score -1440360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1440402.750000 Penalty: 4641.688477
	Iteration 35Q: 3 clusters Score -1440403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1440435.125000 Penalty: 4641.688477
	Iteration 36Q: 3 clusters Score -1440435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1440463.125000 Penalty: 4641.688477
	Iteration 37Q: 3 clusters Score -1440463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1440479.375000 Penalty: 4641.688477
	Iteration 38Q: 3 clusters Score -1440479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1440489.875000 Penalty: 4641.688477
	Iteration 39Q: 3 clusters Score -1440490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1440498.000000 Penalty: 4641.688477
	Iteration 40F: 3 clusters Score -1440498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1440508.750000 Penalty: 4641.688477
	Iteration 41Q: 3 clusters Score -1440509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1440515.500000 Penalty: 4641.688477
	Iteration 42Q: 3 clusters Score -1440516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1440518.125000 Penalty: 4641.688477
	Iteration 43Q: 3 clusters Score -1440518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1440524.375000 Penalty: 4641.688477
	Iteration 44Q: 3 clusters Score -1440524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1440526.750000 Penalty: 4641.688477
	Iteration 45Q: 3 clusters Score -1440527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1440528.750000 Penalty: 4641.688477
	Iteration 46Q: 3 clusters Score -1440529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1440529.375000 Penalty: 4641.688477
	Iteration 47Q: 3 clusters Score -1440529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1440536.000000 Penalty: 4641.688477
	Iteration 48Q: 3 clusters Score -1440536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1440541.375000 Penalty: 4641.688477
	Iteration 49Q: 3 clusters Score -1440541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1440549.500000 Penalty: 4641.688477
	Iteration 50Q: 3 clusters Score -1440550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1440555.250000 Penalty: 4641.688477
	Iteration 51Q: 3 clusters Score -1440555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1440559.875000 Penalty: 4641.688477
	Iteration 52Q: 3 clusters Score -1440560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1440565.375000 Penalty: 4641.688477
	Iteration 53Q: 3 clusters Score -1440565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1440569.750000 Penalty: 4641.688477
	Iteration 54Q: 3 clusters Score -1440570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1440571.500000 Penalty: 4641.688477
	Iteration 55Q: 3 clusters Score -1440572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1440575.875000 Penalty: 4641.688477
	Iteration 56Q: 3 clusters Score -1440576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1440574.375000 Penalty: 4641.688477
	Iteration 57Q: 3 clusters Score -1440574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1440577.250000 Penalty: 4641.688477
	Iteration 58Q: 3 clusters Score -1440577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1440583.875000 Penalty: 4641.688477
	Iteration 59Q: 3 clusters Score -1440584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1440581.625000 Penalty: 4641.688477
	Iteration 60F: 3 clusters Score -1440582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1440584.250000 Penalty: 4641.688477
	Iteration 61Q: 3 clusters Score -1440584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1440583.375000 Penalty: 4641.688477
	Iteration 62Q: 3 clusters Score -1440583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1440587.375000 Penalty: 4641.688477
	Iteration 63Q: 3 clusters Score -1440587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1440585.375000 Penalty: 4641.688477
	Iteration 64Q: 3 clusters Score -1440585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1440583.125000 Penalty: 4641.688477
	Iteration 65Q: 3 clusters Score -1440583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1440588.250000 Penalty: 4641.688477
	Iteration 66Q: 3 clusters Score -1440588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1440589.375000 Penalty: 4641.688477
	Iteration 67Q: 3 clusters Score -1440589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1440590.125000 Penalty: 4641.688477
	Iteration 68Q: 3 clusters Score -1440590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1440590.750000 Penalty: 4641.688477
	Iteration 69Q: 3 clusters Score -1440591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1440596.625000 Penalty: 4641.688477
	Iteration 70Q: 3 clusters Score -1440597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1440596.250000 Penalty: 4641.688477
	Iteration 71Q: 3 clusters Score -1440596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1440597.000000 Penalty: 4641.688477
	Iteration 72Q: 3 clusters Score -1440597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1440597.000000 Penalty: 4641.688477
	Iteration 73F: 3 clusters Score -1440597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -276387.593750 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -276387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -273533.781250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -273533.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274128.187500 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -274128.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -274389.250000 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -274389.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274623.156250 Penalty: 3837.857666
	Iteration 3F: 3 clusters Score -274623.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -274876.843750 Penalty: 3837.857666
	Iteration 4F: 3 clusters Score -274876.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -275054.625000 Penalty: 3837.857666
	Iteration 5F: 3 clusters Score -275054.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -275168.875000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -275168.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -275235.968750 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -275236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -275281.906250 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -275281.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -275313.562500 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -275313.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275337.250000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -275337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275344.625000 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -275344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275347.062500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -275347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -275349.687500 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -275349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -275352.406250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -275352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -275354.968750 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -275355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -275357.312500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -275357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -275360.343750 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -275360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275360.781250 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -275360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -275360.875000 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -275360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -275361.562500 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -275361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275364.375000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -275364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -275366.500000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -275366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -275367.343750 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -275367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -275370.593750 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -275370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275372.875000 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -275372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275372.875000 Penalty: 3837.857666
	Iteration 26F: 3 clusters Score -275372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Entering Unmasked Estep 
Score: -8381632.000000 Penalty: 2760.085938
	Iteration 0F: 2 clusters Score -8381632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8335832.500000 Penalty: 5520.171875
	Iteration 0F: 3 clusters Score -8335832 nChanged 31737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -8354083.000000 Penalty: 5520.171875
	Iteration 1F: 3 clusters Score -8354083 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8354964.500000 Penalty: 5520.171875
	Iteration 2Q: 3 clusters Score -8354964 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8356013.000000 Penalty: 5520.171875
	Iteration 3Q: 3 clusters Score -8356013 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8357425.500000 Penalty: 5520.171875
	Iteration 4Q: 3 clusters Score -8357426 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -8359197.500000 Penalty: 5520.171875
	Iteration 5F: 3 clusters Score -8359198 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -8361457.500000 Penalty: 5520.171875
	Iteration 6F: 3 clusters Score -8361458 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -8364344.500000 Penalty: 5520.171875
	Iteration 7F: 3 clusters Score -8364344 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -8367541.000000 Penalty: 5520.171875
	Iteration 8F: 3 clusters Score -8367541 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -8371206.000000 Penalty: 5520.171875
	Iteration 9F: 3 clusters Score -8371206 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -8374482.500000 Penalty: 5520.171875
	Iteration 10F: 3 clusters Score -8374482 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -8376863.000000 Penalty: 5520.171875
	Iteration 11Q: 3 clusters Score -8376863 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8377993.500000 Penalty: 5520.171875
	Iteration 12Q: 3 clusters Score -8377994 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8378547.000000 Penalty: 5520.171875
	Iteration 13Q: 3 clusters Score -8378547 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8378841.500000 Penalty: 5520.171875
	Iteration 14Q: 3 clusters Score -8378842 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8379045.000000 Penalty: 5520.171875
	Iteration 15Q: 3 clusters Score -8379045 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -8379146.500000 Penalty: 5520.171875
	Iteration 16Q: 3 clusters Score -8379146 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8379205.500000 Penalty: 5520.171875
	Iteration 17Q: 3 clusters Score -8379206 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8379256.500000 Penalty: 5520.171875
	Iteration 18Q: 3 clusters Score -8379256 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8379286.000000 Penalty: 5520.171875
	Iteration 19Q: 3 clusters Score -8379286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -8379323.000000 Penalty: 5520.171875
	Iteration 20F: 3 clusters Score -8379323 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8379329.000000 Penalty: 5520.171875
	Iteration 21Q: 3 clusters Score -8379329 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8379353.000000 Penalty: 5520.171875
	Iteration 22Q: 3 clusters Score -8379353 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -8379387.000000 Penalty: 5520.171875
	Iteration 23Q: 3 clusters Score -8379387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8379415.500000 Penalty: 5520.171875
	Iteration 24Q: 3 clusters Score -8379416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8379411.000000 Penalty: 5520.171875
	Iteration 25Q: 3 clusters Score -8379411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8379424.000000 Penalty: 5520.171875
	Iteration 26Q: 3 clusters Score -8379424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8379415.500000 Penalty: 5520.171875
	Iteration 27Q: 3 clusters Score -8379416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -8379442.500000 Penalty: 5520.171875
	Iteration 28Q: 3 clusters Score -8379442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -8379454.000000 Penalty: 5520.171875
	Iteration 29Q: 3 clusters Score -8379454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -8379467.000000 Penalty: 5520.171875
	Iteration 30Q: 3 clusters Score -8379467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -8379460.500000 Penalty: 5520.171875
	Iteration 31Q: 3 clusters Score -8379460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8379467.000000 Penalty: 5520.171875
	Iteration 32Q: 3 clusters Score -8379467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -8379483.500000 Penalty: 5520.171875
	Iteration 33Q: 3 clusters Score -8379484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -8379491.500000 Penalty: 5520.171875
	Iteration 34Q: 3 clusters Score -8379492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8379482.500000 Penalty: 5520.171875
	Iteration 35Q: 3 clusters Score -8379482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -8379487.000000 Penalty: 5520.171875
	Iteration 36Q: 3 clusters Score -8379487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -8379482.500000 Penalty: 5520.171875
	Iteration 37Q: 3 clusters Score -8379482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -8379480.000000 Penalty: 5520.171875
	Iteration 38Q: 3 clusters Score -8379480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -8379479.500000 Penalty: 5520.171875
	Iteration 39Q: 3 clusters Score -8379480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -8379476.000000 Penalty: 5520.171875
	Iteration 40F: 3 clusters Score -8379476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -8379482.500000 Penalty: 5520.171875
	Iteration 41Q: 3 clusters Score -8379482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -8379480.000000 Penalty: 5520.171875
	Iteration 42Q: 3 clusters Score -8379480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8379480.000000 Penalty: 5520.171875
	Iteration 43Q: 3 clusters Score -8379480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -8379484.500000 Penalty: 5520.171875
	Iteration 44Q: 3 clusters Score -8379484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8379487.000000 Penalty: 5520.171875
	Iteration 45Q: 3 clusters Score -8379487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8379482.500000 Penalty: 5520.171875
	Iteration 46Q: 3 clusters Score -8379482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -8379487.500000 Penalty: 5520.171875
	Iteration 47Q: 3 clusters Score -8379488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -8379488.000000 Penalty: 5520.171875
	Iteration 48Q: 3 clusters Score -8379488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -8379475.500000 Penalty: 5520.171875
	Iteration 49Q: 3 clusters Score -8379476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -8379481.000000 Penalty: 5520.171875
	Iteration 50Q: 3 clusters Score -8379481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -8379482.000000 Penalty: 5520.171875
	Iteration 51Q: 3 clusters Score -8379482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -8379485.500000 Penalty: 5520.171875
	Iteration 52Q: 3 clusters Score -8379486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8379484.500000 Penalty: 5520.171875
	Iteration 53Q: 3 clusters Score -8379484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -8379484.500000 Penalty: 5520.171875
	Iteration 54Q: 3 clusters Score -8379484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -8379484.500000 Penalty: 5520.171875
	Iteration 55F: 3 clusters Score -8379484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -361631.468750 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -361631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -358457.843750 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -358457.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -359056.906250 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -359056.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -359200.843750 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -359200.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -359280.500000 Penalty: 3941.697754
	Iteration 3Q: 3 clusters Score -359280.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -359325.343750 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -359325.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -359356.125000 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -359356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -359378.406250 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -359378.4 nChanged 25
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: -359391.531250 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -359391.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -359403.468750 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -359403.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -359418.781250 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -359418.8 nChanged 23
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: -359434.562500 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -359434.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -359451.750000 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -359451.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -359465.500000 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -359465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -359480.375000 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -359480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -359493.656250 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -359493.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -359501.437500 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -359501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -359507.531250 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -359507.5 nChanged 11
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: -359512.718750 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -359512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -359515.343750 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -359515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -359517.187500 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -359517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -359522.843750 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -359522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359526.125000 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -359526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -359529.343750 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -359529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -359530.750000 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -359530.8 nChanged 8
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: -359535.218750 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -359535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -359542.750000 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -359542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359547.500000 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -359547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -359555.781250 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -359555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -359564.000000 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -359564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -359570.156250 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -359570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -359577.906250 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -359577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -359582.156250 Penalty: 3941.697754
	Iteration 31Q: 3 clusters Score -359582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -359585.375000 Penalty: 3941.697754
	Iteration 32Q: 3 clusters Score -359585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -359586.968750 Penalty: 3941.697754
	Iteration 33Q: 3 clusters Score -359587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -359587.937500 Penalty: 3941.697754
	Iteration 34Q: 3 clusters Score -359587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -359589.625000 Penalty: 3941.697754
	Iteration 35Q: 3 clusters Score -359589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -359591.343750 Penalty: 3941.697754
	Iteration 36Q: 3 clusters Score -359591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -359592.500000 Penalty: 3941.697754
	Iteration 37Q: 3 clusters Score -359592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -359593.468750 Penalty: 3941.697754
	Iteration 38Q: 3 clusters Score -359593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -359593.750000 Penalty: 3941.697754
	Iteration 39Q: 3 clusters Score -359593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -359595.375000 Penalty: 3941.697754
	Iteration 40F: 3 clusters Score -359595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -359595.562500 Penalty: 3941.697754
	Iteration 41Q: 3 clusters Score -359595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -359595.937500 Penalty: 3941.697754
	Iteration 42Q: 3 clusters Score -359595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -359597.312500 Penalty: 3941.697754
	Iteration 43Q: 3 clusters Score -359597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -359598.968750 Penalty: 3941.697754
	Iteration 44Q: 3 clusters Score -359599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -359601.312500 Penalty: 3941.697754
	Iteration 45Q: 3 clusters Score -359601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -359601.937500 Penalty: 3941.697754
	Iteration 46Q: 3 clusters Score -359601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -359601.937500 Penalty: 3941.697754
	Iteration 47F: 3 clusters Score -359601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Entering Unmasked Estep 
Score: -4427787.000000 Penalty: 2598.793213
	Iteration 0F: 2 clusters Score -4427787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4403465.000000 Penalty: 5197.586426
	Iteration 0F: 3 clusters Score -4403465 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4412325.500000 Penalty: 5197.586426
	Iteration 1F: 3 clusters Score -4412326 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4413024.500000 Penalty: 5197.586426
	Iteration 2F: 3 clusters Score -4413024 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4413877.500000 Penalty: 5197.586426
	Iteration 3F: 3 clusters Score -4413878 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4415025.500000 Penalty: 5197.586426
	Iteration 4F: 3 clusters Score -4415026 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4416735.000000 Penalty: 5197.586426
	Iteration 5F: 3 clusters Score -4416735 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4419085.500000 Penalty: 5197.586426
	Iteration 6F: 3 clusters Score -4419086 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4421578.500000 Penalty: 5197.586426
	Iteration 7F: 3 clusters Score -4421578 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4423566.500000 Penalty: 5197.586426
	Iteration 8F: 3 clusters Score -4423566 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4424748.500000 Penalty: 5197.586426
	Iteration 9Q: 3 clusters Score -4424748 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4425420.000000 Penalty: 5197.586426
	Iteration 10Q: 3 clusters Score -4425420 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4425787.000000 Penalty: 5197.586426
	Iteration 11Q: 3 clusters Score -4425787 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4426017.000000 Penalty: 5197.586426
	Iteration 12Q: 3 clusters Score -4426017 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4426217.500000 Penalty: 5197.586426
	Iteration 13Q: 3 clusters Score -4426218 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4426390.500000 Penalty: 5197.586426
	Iteration 14Q: 3 clusters Score -4426390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4426553.500000 Penalty: 5197.586426
	Iteration 15Q: 3 clusters Score -4426554 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4426696.000000 Penalty: 5197.586426
	Iteration 16Q: 3 clusters Score -4426696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4426805.000000 Penalty: 5197.586426
	Iteration 17Q: 3 clusters Score -4426805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4426856.000000 Penalty: 5197.586426
	Iteration 18Q: 3 clusters Score -4426856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4426893.500000 Penalty: 5197.586426
	Iteration 19Q: 3 clusters Score -4426894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -4426923.000000 Penalty: 5197.586426
	Iteration 20F: 3 clusters Score -4426923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4426941.500000 Penalty: 5197.586426
	Iteration 21Q: 3 clusters Score -4426942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4426942.500000 Penalty: 5197.586426
	Iteration 22Q: 3 clusters Score -4426942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4426952.000000 Penalty: 5197.586426
	Iteration 23Q: 3 clusters Score -4426952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4426963.500000 Penalty: 5197.586426
	Iteration 24Q: 3 clusters Score -4426964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4426954.000000 Penalty: 5197.586426
	Iteration 25Q: 3 clusters Score -4426954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4426965.000000 Penalty: 5197.586426
	Iteration 26Q: 3 clusters Score -4426965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4426963.500000 Penalty: 5197.586426
	Iteration 27Q: 3 clusters Score -4426964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4426960.500000 Penalty: 5197.586426
	Iteration 28Q: 3 clusters Score -4426960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4426974.000000 Penalty: 5197.586426
	Iteration 29Q: 3 clusters Score -4426974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4426973.000000 Penalty: 5197.586426
	Iteration 30Q: 3 clusters Score -4426973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4426979.000000 Penalty: 5197.586426
	Iteration 31Q: 3 clusters Score -4426979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4426983.500000 Penalty: 5197.586426
	Iteration 32Q: 3 clusters Score -4426984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4426993.000000 Penalty: 5197.586426
	Iteration 33Q: 3 clusters Score -4426993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4426995.000000 Penalty: 5197.586426
	Iteration 34Q: 3 clusters Score -4426995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4426992.500000 Penalty: 5197.586426
	Iteration 35Q: 3 clusters Score -4426992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4426988.500000 Penalty: 5197.586426
	Iteration 36Q: 3 clusters Score -4426988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4426993.000000 Penalty: 5197.586426
	Iteration 37Q: 3 clusters Score -4426993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4426993.000000 Penalty: 5197.586426
	Iteration 38Q: 3 clusters Score -4426993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4426996.000000 Penalty: 5197.586426
	Iteration 39Q: 3 clusters Score -4426996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4426998.500000 Penalty: 5197.586426
	Iteration 40F: 3 clusters Score -4426998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4426992.000000 Penalty: 5197.586426
	Iteration 41Q: 3 clusters Score -4426992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4426992.000000 Penalty: 5197.586426
	Iteration 42Q: 3 clusters Score -4426992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4426986.500000 Penalty: 5197.586426
	Iteration 43Q: 3 clusters Score -4426986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4426991.000000 Penalty: 5197.586426
	Iteration 44Q: 3 clusters Score -4426991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4426993.000000 Penalty: 5197.586426
	Iteration 45Q: 3 clusters Score -4426993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4426996.500000 Penalty: 5197.586426
	Iteration 46Q: 3 clusters Score -4426996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4426994.000000 Penalty: 5197.586426
	Iteration 47Q: 3 clusters Score -4426994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4426989.500000 Penalty: 5197.586426
	Iteration 48Q: 3 clusters Score -4426990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4426995.500000 Penalty: 5197.586426
	Iteration 49Q: 3 clusters Score -4426996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4426995.500000 Penalty: 5197.586426
	Iteration 50Q: 3 clusters Score -4426996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4426999.500000 Penalty: 5197.586426
	Iteration 51Q: 3 clusters Score -4427000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4426999.500000 Penalty: 5197.586426
	Iteration 52F: 3 clusters Score -4427000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -77819.859375 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -77819.86 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 257 members 
Entering Unmasked Estep 
Score: -76384.617188 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -76384.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76587.437500 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -76587.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76647.039062 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -76647.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76719.406250 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -76719.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76827.328125 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -76827.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76923.875000 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -76923.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76974.734375 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -76974.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76992.359375 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -76992.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77004.140625 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -77004.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77021.476562 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -77021.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77055.718750 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -77055.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77064.578125 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -77064.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77071.367188 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -77071.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77072.945312 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -77072.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77072.945312 Penalty: 3099.029297
	Iteration 14F: 3 clusters Score -77072.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Entering Unmasked Estep 
Score: -1559523.750000 Penalty: 2338.828613
	Iteration 0F: 2 clusters Score -1559524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1550346.375000 Penalty: 4677.657227
	Iteration 0F: 3 clusters Score -1550346 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1553032.125000 Penalty: 4677.657227
	Iteration 1F: 3 clusters Score -1553032 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1553333.750000 Penalty: 4677.657227
	Iteration 2F: 3 clusters Score -1553334 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1553572.875000 Penalty: 4677.657227
	Iteration 3Q: 3 clusters Score -1553573 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1553761.875000 Penalty: 4677.657227
	Iteration 4Q: 3 clusters Score -1553762 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1553956.875000 Penalty: 4677.657227
	Iteration 5Q: 3 clusters Score -1553957 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1554139.000000 Penalty: 4677.657227
	Iteration 6Q: 3 clusters Score -1554139 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1554361.125000 Penalty: 4677.657227
	Iteration 7Q: 3 clusters Score -1554361 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1554664.000000 Penalty: 4677.657227
	Iteration 8Q: 3 clusters Score -1554664 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1555029.625000 Penalty: 4677.657227
	Iteration 9Q: 3 clusters Score -1555030 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1555479.625000 Penalty: 4677.657227
	Iteration 10F: 3 clusters Score -1555480 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1555920.875000 Penalty: 4677.657227
	Iteration 11Q: 3 clusters Score -1555921 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1556309.000000 Penalty: 4677.657227
	Iteration 12Q: 3 clusters Score -1556309 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1556631.125000 Penalty: 4677.657227
	Iteration 13Q: 3 clusters Score -1556631 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1556877.250000 Penalty: 4677.657227
	Iteration 14Q: 3 clusters Score -1556877 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1557056.000000 Penalty: 4677.657227
	Iteration 15Q: 3 clusters Score -1557056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1557200.750000 Penalty: 4677.657227
	Iteration 16Q: 3 clusters Score -1557201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1557283.875000 Penalty: 4677.657227
	Iteration 17Q: 3 clusters Score -1557284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1557341.875000 Penalty: 4677.657227
	Iteration 18Q: 3 clusters Score -1557342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1557384.875000 Penalty: 4677.657227
	Iteration 19Q: 3 clusters Score -1557385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1557409.875000 Penalty: 4677.657227
	Iteration 20F: 3 clusters Score -1557410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1557433.375000 Penalty: 4677.657227
	Iteration 21Q: 3 clusters Score -1557433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1557450.250000 Penalty: 4677.657227
	Iteration 22Q: 3 clusters Score -1557450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1557459.625000 Penalty: 4677.657227
	Iteration 23Q: 3 clusters Score -1557460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1557460.875000 Penalty: 4677.657227
	Iteration 24Q: 3 clusters Score -1557461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1557467.750000 Penalty: 4677.657227
	Iteration 25Q: 3 clusters Score -1557468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1557468.125000 Penalty: 4677.657227
	Iteration 26Q: 3 clusters Score -1557468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1557469.625000 Penalty: 4677.657227
	Iteration 27Q: 3 clusters Score -1557470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1557471.250000 Penalty: 4677.657227
	Iteration 28Q: 3 clusters Score -1557471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1557473.375000 Penalty: 4677.657227
	Iteration 29Q: 3 clusters Score -1557473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1557473.875000 Penalty: 4677.657227
	Iteration 30Q: 3 clusters Score -1557474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1557476.000000 Penalty: 4677.657227
	Iteration 31Q: 3 clusters Score -1557476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1557476.000000 Penalty: 4677.657227
	Iteration 32F: 3 clusters Score -1557476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -349429.656250 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -349429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -345918.562500 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -345918.6 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -346865.312500 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -346865.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -347392.312500 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -347392.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347893.562500 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -347893.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -348261.125000 Penalty: 4037.307129
	Iteration 4F: 3 clusters Score -348261.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -348496.437500 Penalty: 4037.307129
	Iteration 5F: 3 clusters Score -348496.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -348635.750000 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -348635.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -348770.031250 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -348770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -348893.937500 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -348893.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -349021.562500 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -349021.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -349135.156250 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -349135.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -349234.500000 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -349234.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -349307.406250 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -349307.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -349362.125000 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -349362.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -349431.093750 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -349431.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -349481.937500 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -349481.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -349511.843750 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -349511.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -349532.406250 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -349532.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -349559.187500 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -349559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -349583.125000 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -349583.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -349598.437500 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -349598.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -349611.968750 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -349612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -349629.781250 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -349629.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -349647.968750 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -349648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -349661.125000 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -349661.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -349679.625000 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -349679.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -349690.718750 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -349690.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -349697.343750 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -349697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -349701.218750 Penalty: 4037.307129
	Iteration 28Q: 3 clusters Score -349701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -349702.562500 Penalty: 4037.307129
	Iteration 29Q: 3 clusters Score -349702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349705.062500 Penalty: 4037.307129
	Iteration 30Q: 3 clusters Score -349705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -349707.843750 Penalty: 4037.307129
	Iteration 31Q: 3 clusters Score -349707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -349710.000000 Penalty: 4037.307129
	Iteration 32Q: 3 clusters Score -349710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -349710.062500 Penalty: 4037.307129
	Iteration 33Q: 3 clusters Score -349710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -349710.062500 Penalty: 4037.307129
	Iteration 34F: 3 clusters Score -349710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 1367 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 2061 members 
Entering Unmasked Estep 
Score: -134487888.000000 Penalty: 248604.390625
Splitting cluster 37 changes total score from -134488624.000000 to -134487888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -228502.937500 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -228502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225983.312500 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -225983.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -226440.500000 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -226440.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -226562.437500 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -226562.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226625.828125 Penalty: 3742.250977
	Iteration 3Q: 3 clusters Score -226625.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -226666.703125 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -226666.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226700.484375 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -226700.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226729.171875 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -226729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -226748.171875 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -226748.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -226764.765625 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -226764.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226783.843750 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -226783.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226802.906250 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -226802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -226822.640625 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -226822.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -226847.156250 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -226847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226872.890625 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -226872.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -226911.359375 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -226911.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -226975.671875 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -226975.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -227077.890625 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -227077.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227193.984375 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -227194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -227329.640625 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -227329.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -227465.890625 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -227465.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227582.609375 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -227582.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -227653.968750 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -227654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -227692.828125 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -227692.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -227722.171875 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -227722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -227747.500000 Penalty: 3742.250977
	Iteration 24Q: 3 clusters Score -227747.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227769.203125 Penalty: 3742.250977
	Iteration 25Q: 3 clusters Score -227769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -227782.203125 Penalty: 3742.250977
	Iteration 26Q: 3 clusters Score -227782.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -227793.968750 Penalty: 3742.250977
	Iteration 27Q: 3 clusters Score -227794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -227799.843750 Penalty: 3742.250977
	Iteration 28Q: 3 clusters Score -227799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -227805.890625 Penalty: 3742.250977
	Iteration 29Q: 3 clusters Score -227805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -227810.421875 Penalty: 3742.250977
	Iteration 30Q: 3 clusters Score -227810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -227813.718750 Penalty: 3742.250977
	Iteration 31Q: 3 clusters Score -227813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -227819.406250 Penalty: 3742.250977
	Iteration 32Q: 3 clusters Score -227819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227825.625000 Penalty: 3742.250977
	Iteration 33Q: 3 clusters Score -227825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227826.968750 Penalty: 3742.250977
	Iteration 34Q: 3 clusters Score -227827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227826.968750 Penalty: 3742.250977
	Iteration 35F: 3 clusters Score -227827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -665065.437500 Penalty: 2135.991211
	Iteration 0F: 2 clusters Score -665065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -660228.875000 Penalty: 4271.982422
	Iteration 0F: 3 clusters Score -660228.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -661417.000000 Penalty: 4271.982422
	Iteration 1F: 3 clusters Score -661417 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -661729.625000 Penalty: 4271.982422
	Iteration 2F: 3 clusters Score -661729.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -661957.062500 Penalty: 4271.982422
	Iteration 3F: 3 clusters Score -661957.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -662145.062500 Penalty: 4271.982422
	Iteration 4F: 3 clusters Score -662145.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -662338.500000 Penalty: 4271.982422
	Iteration 5Q: 3 clusters Score -662338.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -662550.187500 Penalty: 4271.982422
	Iteration 6Q: 3 clusters Score -662550.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -662749.437500 Penalty: 4271.982422
	Iteration 7Q: 3 clusters Score -662749.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -662954.750000 Penalty: 4271.982422
	Iteration 8Q: 3 clusters Score -662954.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -663222.437500 Penalty: 4271.982422
	Iteration 9Q: 3 clusters Score -663222.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -663543.000000 Penalty: 4271.982422
	Iteration 10Q: 3 clusters Score -663543 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -663950.562500 Penalty: 4271.982422
	Iteration 11Q: 3 clusters Score -663950.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -664287.125000 Penalty: 4271.982422
	Iteration 12Q: 3 clusters Score -664287.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -664529.500000 Penalty: 4271.982422
	Iteration 13Q: 3 clusters Score -664529.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -664711.000000 Penalty: 4271.982422
	Iteration 14Q: 3 clusters Score -664711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -664814.562500 Penalty: 4271.982422
	Iteration 15Q: 3 clusters Score -664814.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -664894.750000 Penalty: 4271.982422
	Iteration 16Q: 3 clusters Score -664894.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -664950.812500 Penalty: 4271.982422
	Iteration 17Q: 3 clusters Score -664950.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -664985.562500 Penalty: 4271.982422
	Iteration 18Q: 3 clusters Score -664985.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -664998.250000 Penalty: 4271.982422
	Iteration 19Q: 3 clusters Score -664998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -665011.312500 Penalty: 4271.982422
	Iteration 20F: 3 clusters Score -665011.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -665019.500000 Penalty: 4271.982422
	Iteration 21Q: 3 clusters Score -665019.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -665025.750000 Penalty: 4271.982422
	Iteration 22Q: 3 clusters Score -665025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -665027.812500 Penalty: 4271.982422
	Iteration 23Q: 3 clusters Score -665027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -665027.687500 Penalty: 4271.982422
	Iteration 24Q: 3 clusters Score -665027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -665029.937500 Penalty: 4271.982422
	Iteration 25Q: 3 clusters Score -665029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -665031.125000 Penalty: 4271.982422
	Iteration 26Q: 3 clusters Score -665031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -665030.312500 Penalty: 4271.982422
	Iteration 27Q: 3 clusters Score -665030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -665031.000000 Penalty: 4271.982422
	Iteration 28Q: 3 clusters Score -665031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -665031.000000 Penalty: 4271.982422
	Iteration 29F: 3 clusters Score -665031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Entering Unmasked Estep 
Score: -1881350.375000 Penalty: 2387.269287
	Iteration 0F: 2 clusters Score -1881350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1870370.375000 Penalty: 4774.538574
	Iteration 0F: 3 clusters Score -1870370 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1873848.750000 Penalty: 4774.538574
	Iteration 1F: 3 clusters Score -1873849 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1874283.500000 Penalty: 4774.538574
	Iteration 2F: 3 clusters Score -1874284 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1874611.250000 Penalty: 4774.538574
	Iteration 3F: 3 clusters Score -1874611 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1874919.500000 Penalty: 4774.538574
	Iteration 4Q: 3 clusters Score -1874920 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1875233.375000 Penalty: 4774.538574
	Iteration 5Q: 3 clusters Score -1875233 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1875630.125000 Penalty: 4774.538574
	Iteration 6Q: 3 clusters Score -1875630 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1876126.500000 Penalty: 4774.538574
	Iteration 7F: 3 clusters Score -1876126 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1876644.875000 Penalty: 4774.538574
	Iteration 8F: 3 clusters Score -1876645 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1877137.375000 Penalty: 4774.538574
	Iteration 9F: 3 clusters Score -1877137 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1877514.750000 Penalty: 4774.538574
	Iteration 10Q: 3 clusters Score -1877515 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1877814.500000 Penalty: 4774.538574
	Iteration 11Q: 3 clusters Score -1877814 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1878043.625000 Penalty: 4774.538574
	Iteration 12Q: 3 clusters Score -1878044 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1878225.375000 Penalty: 4774.538574
	Iteration 13Q: 3 clusters Score -1878225 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1878365.000000 Penalty: 4774.538574
	Iteration 14Q: 3 clusters Score -1878365 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1878460.500000 Penalty: 4774.538574
	Iteration 15Q: 3 clusters Score -1878460 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1878533.500000 Penalty: 4774.538574
	Iteration 16Q: 3 clusters Score -1878534 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1878603.250000 Penalty: 4774.538574
	Iteration 17Q: 3 clusters Score -1878603 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1878678.625000 Penalty: 4774.538574
	Iteration 18Q: 3 clusters Score -1878679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1878764.250000 Penalty: 4774.538574
	Iteration 19Q: 3 clusters Score -1878764 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1878855.750000 Penalty: 4774.538574
	Iteration 20F: 3 clusters Score -1878856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1878951.250000 Penalty: 4774.538574
	Iteration 21Q: 3 clusters Score -1878951 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1879043.750000 Penalty: 4774.538574
	Iteration 22Q: 3 clusters Score -1879044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1879114.875000 Penalty: 4774.538574
	Iteration 23Q: 3 clusters Score -1879115 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1879175.250000 Penalty: 4774.538574
	Iteration 24Q: 3 clusters Score -1879175 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1879240.875000 Penalty: 4774.538574
	Iteration 25Q: 3 clusters Score -1879241 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1879312.750000 Penalty: 4774.538574
	Iteration 26Q: 3 clusters Score -1879313 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1879394.500000 Penalty: 4774.538574
	Iteration 27Q: 3 clusters Score -1879394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1879448.125000 Penalty: 4774.538574
	Iteration 28Q: 3 clusters Score -1879448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1879491.750000 Penalty: 4774.538574
	Iteration 29Q: 3 clusters Score -1879492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1879530.250000 Penalty: 4774.538574
	Iteration 30Q: 3 clusters Score -1879530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1879554.250000 Penalty: 4774.538574
	Iteration 31Q: 3 clusters Score -1879554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1879566.750000 Penalty: 4774.538574
	Iteration 32Q: 3 clusters Score -1879567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1879579.250000 Penalty: 4774.538574
	Iteration 33Q: 3 clusters Score -1879579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1879595.250000 Penalty: 4774.538574
	Iteration 34Q: 3 clusters Score -1879595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1879603.500000 Penalty: 4774.538574
	Iteration 35Q: 3 clusters Score -1879604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1879613.750000 Penalty: 4774.538574
	Iteration 36Q: 3 clusters Score -1879614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1879628.125000 Penalty: 4774.538574
	Iteration 37Q: 3 clusters Score -1879628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1879636.000000 Penalty: 4774.538574
	Iteration 38Q: 3 clusters Score -1879636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1879643.125000 Penalty: 4774.538574
	Iteration 39Q: 3 clusters Score -1879643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1879644.125000 Penalty: 4774.538574
	Iteration 40F: 3 clusters Score -1879644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1879646.000000 Penalty: 4774.538574
	Iteration 41Q: 3 clusters Score -1879646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1879652.500000 Penalty: 4774.538574
	Iteration 42Q: 3 clusters Score -1879652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1879659.625000 Penalty: 4774.538574
	Iteration 43Q: 3 clusters Score -1879660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1879667.875000 Penalty: 4774.538574
	Iteration 44Q: 3 clusters Score -1879668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1879672.875000 Penalty: 4774.538574
	Iteration 45Q: 3 clusters Score -1879673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1879676.625000 Penalty: 4774.538574
	Iteration 46Q: 3 clusters Score -1879677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1879684.250000 Penalty: 4774.538574
	Iteration 47Q: 3 clusters Score -1879684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1879694.375000 Penalty: 4774.538574
	Iteration 48Q: 3 clusters Score -1879694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1879701.375000 Penalty: 4774.538574
	Iteration 49Q: 3 clusters Score -1879701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1879699.125000 Penalty: 4774.538574
	Iteration 50Q: 3 clusters Score -1879699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1879702.375000 Penalty: 4774.538574
	Iteration 51Q: 3 clusters Score -1879702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1879703.750000 Penalty: 4774.538574
	Iteration 52Q: 3 clusters Score -1879704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1879706.500000 Penalty: 4774.538574
	Iteration 53Q: 3 clusters Score -1879706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1879707.625000 Penalty: 4774.538574
	Iteration 54Q: 3 clusters Score -1879708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1879708.750000 Penalty: 4774.538574
	Iteration 55Q: 3 clusters Score -1879709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1879713.375000 Penalty: 4774.538574
	Iteration 56Q: 3 clusters Score -1879713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1879712.500000 Penalty: 4774.538574
	Iteration 57Q: 3 clusters Score -1879712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1879709.625000 Penalty: 4774.538574
	Iteration 58Q: 3 clusters Score -1879710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1879711.500000 Penalty: 4774.538574
	Iteration 59Q: 3 clusters Score -1879712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1879710.000000 Penalty: 4774.538574
	Iteration 60F: 3 clusters Score -1879710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1879712.500000 Penalty: 4774.538574
	Iteration 61Q: 3 clusters Score -1879712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1879714.000000 Penalty: 4774.538574
	Iteration 62Q: 3 clusters Score -1879714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1879711.750000 Penalty: 4774.538574
	Iteration 63Q: 3 clusters Score -1879712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1879713.375000 Penalty: 4774.538574
	Iteration 64Q: 3 clusters Score -1879713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1879712.125000 Penalty: 4774.538574
	Iteration 65Q: 3 clusters Score -1879712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1879712.500000 Penalty: 4774.538574
	Iteration 66Q: 3 clusters Score -1879712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1879714.000000 Penalty: 4774.538574
	Iteration 67Q: 3 clusters Score -1879714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1879713.000000 Penalty: 4774.538574
	Iteration 68Q: 3 clusters Score -1879713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1879713.500000 Penalty: 4774.538574
	Iteration 69Q: 3 clusters Score -1879714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1879713.500000 Penalty: 4774.538574
	Iteration 70F: 3 clusters Score -1879714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -909233.500000 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -909233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -903127.625000 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -903127.6 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -904860.687500 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -904860.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -905225.875000 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -905225.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -905491.062500 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -905491.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -905714.125000 Penalty: 4427.223145
	Iteration 4Q: 3 clusters Score -905714.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -905933.500000 Penalty: 4427.223145
	Iteration 5Q: 3 clusters Score -905933.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -906134.500000 Penalty: 4427.223145
	Iteration 6Q: 3 clusters Score -906134.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -906341.187500 Penalty: 4427.223145
	Iteration 7Q: 3 clusters Score -906341.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -906520.062500 Penalty: 4427.223145
	Iteration 8Q: 3 clusters Score -906520.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -906687.250000 Penalty: 4427.223145
	Iteration 9Q: 3 clusters Score -906687.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -906842.687500 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -906842.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -906964.812500 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -906964.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -907093.937500 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -907093.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -907220.125000 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -907220.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -907317.812500 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -907317.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -907420.500000 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -907420.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -907499.375000 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -907499.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -907571.812500 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -907571.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -907632.937500 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -907632.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -907678.125000 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -907678.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -907714.812500 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -907714.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -907750.125000 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -907750.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -907777.875000 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -907777.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -907797.375000 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -907797.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -907815.812500 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -907815.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -907831.375000 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -907831.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -907847.937500 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -907847.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -907862.625000 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -907862.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -907877.812500 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -907877.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -907890.875000 Penalty: 4427.223145
	Iteration 29Q: 3 clusters Score -907890.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -907912.500000 Penalty: 4427.223145
	Iteration 30Q: 3 clusters Score -907912.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -907940.500000 Penalty: 4427.223145
	Iteration 31Q: 3 clusters Score -907940.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -907965.250000 Penalty: 4427.223145
	Iteration 32Q: 3 clusters Score -907965.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -908005.937500 Penalty: 4427.223145
	Iteration 33Q: 3 clusters Score -908005.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -908053.062500 Penalty: 4427.223145
	Iteration 34Q: 3 clusters Score -908053.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -908106.250000 Penalty: 4427.223145
	Iteration 35Q: 3 clusters Score -908106.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -908159.937500 Penalty: 4427.223145
	Iteration 36Q: 3 clusters Score -908159.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -908210.812500 Penalty: 4427.223145
	Iteration 37Q: 3 clusters Score -908210.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -908255.062500 Penalty: 4427.223145
	Iteration 38Q: 3 clusters Score -908255.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -908298.312500 Penalty: 4427.223145
	Iteration 39Q: 3 clusters Score -908298.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -908326.875000 Penalty: 4427.223145
	Iteration 40F: 3 clusters Score -908326.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -908357.437500 Penalty: 4427.223145
	Iteration 41Q: 3 clusters Score -908357.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -908388.187500 Penalty: 4427.223145
	Iteration 42Q: 3 clusters Score -908388.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -908425.625000 Penalty: 4427.223145
	Iteration 43Q: 3 clusters Score -908425.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -908454.437500 Penalty: 4427.223145
	Iteration 44Q: 3 clusters Score -908454.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -908474.812500 Penalty: 4427.223145
	Iteration 45Q: 3 clusters Score -908474.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -908495.312500 Penalty: 4427.223145
	Iteration 46Q: 3 clusters Score -908495.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -908513.187500 Penalty: 4427.223145
	Iteration 47Q: 3 clusters Score -908513.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -908538.125000 Penalty: 4427.223145
	Iteration 48Q: 3 clusters Score -908538.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -908556.437500 Penalty: 4427.223145
	Iteration 49Q: 3 clusters Score -908556.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -908571.062500 Penalty: 4427.223145
	Iteration 50Q: 3 clusters Score -908571.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -908589.250000 Penalty: 4427.223145
	Iteration 51Q: 3 clusters Score -908589.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -908604.375000 Penalty: 4427.223145
	Iteration 52Q: 3 clusters Score -908604.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -908611.812500 Penalty: 4427.223145
	Iteration 53Q: 3 clusters Score -908611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -908620.125000 Penalty: 4427.223145
	Iteration 54Q: 3 clusters Score -908620.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -908632.500000 Penalty: 4427.223145
	Iteration 55Q: 3 clusters Score -908632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -908644.187500 Penalty: 4427.223145
	Iteration 56Q: 3 clusters Score -908644.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -908649.250000 Penalty: 4427.223145
	Iteration 57Q: 3 clusters Score -908649.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -908660.812500 Penalty: 4427.223145
	Iteration 58Q: 3 clusters Score -908660.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -908667.125000 Penalty: 4427.223145
	Iteration 59Q: 3 clusters Score -908667.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -908675.812500 Penalty: 4427.223145
	Iteration 60F: 3 clusters Score -908675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -908681.937500 Penalty: 4427.223145
	Iteration 61Q: 3 clusters Score -908681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -908685.875000 Penalty: 4427.223145
	Iteration 62Q: 3 clusters Score -908685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -908688.875000 Penalty: 4427.223145
	Iteration 63Q: 3 clusters Score -908688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -908697.187500 Penalty: 4427.223145
	Iteration 64Q: 3 clusters Score -908697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -908706.500000 Penalty: 4427.223145
	Iteration 65Q: 3 clusters Score -908706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -908713.125000 Penalty: 4427.223145
	Iteration 66Q: 3 clusters Score -908713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -908714.437500 Penalty: 4427.223145
	Iteration 67Q: 3 clusters Score -908714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -908719.312500 Penalty: 4427.223145
	Iteration 68Q: 3 clusters Score -908719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -908718.187500 Penalty: 4427.223145
	Iteration 69Q: 3 clusters Score -908718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -908718.687500 Penalty: 4427.223145
	Iteration 70Q: 3 clusters Score -908718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -908720.187500 Penalty: 4427.223145
	Iteration 71Q: 3 clusters Score -908720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -908720.187500 Penalty: 4427.223145
	Iteration 72F: 3 clusters Score -908720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Entering Unmasked Estep 
Score: -887418.312500 Penalty: 2203.554932
	Iteration 0F: 2 clusters Score -887418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -881491.000000 Penalty: 4407.109863
	Iteration 0F: 3 clusters Score -881491 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -883097.625000 Penalty: 4407.109863
	Iteration 1F: 3 clusters Score -883097.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -883383.562500 Penalty: 4407.109863
	Iteration 2F: 3 clusters Score -883383.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -883618.250000 Penalty: 4407.109863
	Iteration 3F: 3 clusters Score -883618.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -883810.750000 Penalty: 4407.109863
	Iteration 4Q: 3 clusters Score -883810.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -883998.312500 Penalty: 4407.109863
	Iteration 5Q: 3 clusters Score -883998.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -884213.062500 Penalty: 4407.109863
	Iteration 6Q: 3 clusters Score -884213.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -884481.000000 Penalty: 4407.109863
	Iteration 7Q: 3 clusters Score -884481 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -884816.375000 Penalty: 4407.109863
	Iteration 8F: 3 clusters Score -884816.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -885162.000000 Penalty: 4407.109863
	Iteration 9F: 3 clusters Score -885162 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -885522.375000 Penalty: 4407.109863
	Iteration 10Q: 3 clusters Score -885522.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -885814.875000 Penalty: 4407.109863
	Iteration 11Q: 3 clusters Score -885814.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -886023.562500 Penalty: 4407.109863
	Iteration 12Q: 3 clusters Score -886023.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -886147.500000 Penalty: 4407.109863
	Iteration 13Q: 3 clusters Score -886147.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -886215.875000 Penalty: 4407.109863
	Iteration 14Q: 3 clusters Score -886215.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -886253.937500 Penalty: 4407.109863
	Iteration 15Q: 3 clusters Score -886253.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -886276.250000 Penalty: 4407.109863
	Iteration 16Q: 3 clusters Score -886276.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -886288.125000 Penalty: 4407.109863
	Iteration 17Q: 3 clusters Score -886288.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -886299.500000 Penalty: 4407.109863
	Iteration 18Q: 3 clusters Score -886299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -886311.937500 Penalty: 4407.109863
	Iteration 19Q: 3 clusters Score -886311.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -886316.687500 Penalty: 4407.109863
	Iteration 20F: 3 clusters Score -886316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -886324.000000 Penalty: 4407.109863
	Iteration 21Q: 3 clusters Score -886324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -886325.562500 Penalty: 4407.109863
	Iteration 22Q: 3 clusters Score -886325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -886329.125000 Penalty: 4407.109863
	Iteration 23Q: 3 clusters Score -886329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -886328.875000 Penalty: 4407.109863
	Iteration 24Q: 3 clusters Score -886328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -886332.500000 Penalty: 4407.109863
	Iteration 25Q: 3 clusters Score -886332.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -886336.937500 Penalty: 4407.109863
	Iteration 26Q: 3 clusters Score -886336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -886341.000000 Penalty: 4407.109863
	Iteration 27Q: 3 clusters Score -886341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -886341.312500 Penalty: 4407.109863
	Iteration 28Q: 3 clusters Score -886341.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -886347.312500 Penalty: 4407.109863
	Iteration 29Q: 3 clusters Score -886347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -886352.687500 Penalty: 4407.109863
	Iteration 30Q: 3 clusters Score -886352.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -886361.750000 Penalty: 4407.109863
	Iteration 31Q: 3 clusters Score -886361.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -886372.062500 Penalty: 4407.109863
	Iteration 32Q: 3 clusters Score -886372.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -886377.562500 Penalty: 4407.109863
	Iteration 33Q: 3 clusters Score -886377.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -886382.125000 Penalty: 4407.109863
	Iteration 34Q: 3 clusters Score -886382.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -886387.625000 Penalty: 4407.109863
	Iteration 35Q: 3 clusters Score -886387.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -886393.250000 Penalty: 4407.109863
	Iteration 36Q: 3 clusters Score -886393.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -886399.375000 Penalty: 4407.109863
	Iteration 37Q: 3 clusters Score -886399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -886405.500000 Penalty: 4407.109863
	Iteration 38Q: 3 clusters Score -886405.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -886410.312500 Penalty: 4407.109863
	Iteration 39Q: 3 clusters Score -886410.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -886419.437500 Penalty: 4407.109863
	Iteration 40F: 3 clusters Score -886419.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -886429.750000 Penalty: 4407.109863
	Iteration 41Q: 3 clusters Score -886429.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -886439.937500 Penalty: 4407.109863
	Iteration 42Q: 3 clusters Score -886439.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -886445.937500 Penalty: 4407.109863
	Iteration 43Q: 3 clusters Score -886445.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -886454.000000 Penalty: 4407.109863
	Iteration 44Q: 3 clusters Score -886454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -886468.250000 Penalty: 4407.109863
	Iteration 45Q: 3 clusters Score -886468.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -886481.187500 Penalty: 4407.109863
	Iteration 46Q: 3 clusters Score -886481.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -886495.062500 Penalty: 4407.109863
	Iteration 47Q: 3 clusters Score -886495.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -886504.625000 Penalty: 4407.109863
	Iteration 48Q: 3 clusters Score -886504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -886514.125000 Penalty: 4407.109863
	Iteration 49Q: 3 clusters Score -886514.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -886516.500000 Penalty: 4407.109863
	Iteration 50Q: 3 clusters Score -886516.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -886520.375000 Penalty: 4407.109863
	Iteration 51Q: 3 clusters Score -886520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -886521.687500 Penalty: 4407.109863
	Iteration 52Q: 3 clusters Score -886521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -886526.875000 Penalty: 4407.109863
	Iteration 53Q: 3 clusters Score -886526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -886524.562500 Penalty: 4407.109863
	Iteration 54Q: 3 clusters Score -886524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -886524.875000 Penalty: 4407.109863
	Iteration 55Q: 3 clusters Score -886524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -886524.437500 Penalty: 4407.109863
	Iteration 56Q: 3 clusters Score -886524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -886524.000000 Penalty: 4407.109863
	Iteration 57Q: 3 clusters Score -886524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -886525.937500 Penalty: 4407.109863
	Iteration 58Q: 3 clusters Score -886525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -886528.375000 Penalty: 4407.109863
	Iteration 59Q: 3 clusters Score -886528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -886530.750000 Penalty: 4407.109863
	Iteration 60F: 3 clusters Score -886530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -886529.000000 Penalty: 4407.109863
	Iteration 61Q: 3 clusters Score -886529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -886529.000000 Penalty: 4407.109863
	Iteration 62F: 3 clusters Score -886529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -299389.250000 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -299389.2 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 1403 members 
Entering Unmasked Estep 
Score: -296265.218750 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -296265.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -296983.906250 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -296983.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -297193.093750 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -297193.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -297315.656250 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -297315.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -297435.406250 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -297435.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -297542.968750 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -297543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -297627.187500 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -297627.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -297683.437500 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -297683.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -297749.437500 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -297749.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -297814.968750 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -297815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -297874.531250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -297874.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -297925.031250 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -297925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -297970.906250 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -297970.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -298000.125000 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -298000.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -298021.937500 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -298021.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -298047.562500 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -298047.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -298078.468750 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -298078.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -298125.375000 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -298125.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298157.968750 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -298158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -298173.625000 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -298173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298184.406250 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -298184.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298196.875000 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -298196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298206.750000 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -298206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298212.718750 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -298212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298216.062500 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -298216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298221.312500 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -298221.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298227.625000 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -298227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -298233.218750 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -298233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -298236.843750 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -298236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -298239.000000 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -298239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -298240.406250 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -298240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -298242.062500 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -298242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -298243.031250 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -298243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -298244.156250 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -298244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -298245.093750 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -298245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298245.437500 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -298245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -298246.062500 Penalty: 3929.081543
	Iteration 36Q: 3 clusters Score -298246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298246.312500 Penalty: 3929.081543
	Iteration 37Q: 3 clusters Score -298246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298246.312500 Penalty: 3929.081543
	Iteration 38F: 3 clusters Score -298246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -404086.375000 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -404086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -400687.062500 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -400687.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -401385.656250 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -401385.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -401552.093750 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -401552.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -401682.625000 Penalty: 4015.416748
	Iteration 3Q: 3 clusters Score -401682.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -401792.937500 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -401792.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -401868.437500 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -401868.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401920.093750 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -401920.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -401969.718750 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -401969.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -402016.875000 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -402016.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -402056.937500 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -402056.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -402085.593750 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -402085.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402106.062500 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -402106.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -402120.312500 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -402120.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -402130.156250 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -402130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -402141.062500 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -402141.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402154.156250 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -402154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -402163.125000 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -402163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402169.625000 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -402169.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -402177.500000 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -402177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -402186.187500 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -402186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -402192.875000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -402192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402199.312500 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -402199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -402204.500000 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -402204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -402209.093750 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -402209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -402213.312500 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -402213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -402215.406250 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -402215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -402218.593750 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -402218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -402222.000000 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -402222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -402228.562500 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -402228.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -402236.843750 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -402236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -402244.687500 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -402244.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -402248.812500 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -402248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -402255.250000 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -402255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -402265.531250 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -402265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -402271.031250 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -402271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -402277.656250 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -402277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -402285.156250 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -402285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -402292.218750 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -402292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -402303.062500 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -402303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -402310.562500 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -402310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -402314.781250 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -402314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -402323.312500 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -402323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -402330.156250 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -402330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -402335.218750 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -402335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -402338.437500 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -402338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -402344.187500 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -402344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -402351.125000 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -402351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -402359.437500 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -402359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -402366.875000 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -402366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -402373.687500 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -402373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -402377.406250 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -402377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -402382.000000 Penalty: 4015.416748
	Iteration 51Q: 3 clusters Score -402382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -402386.250000 Penalty: 4015.416748
	Iteration 52Q: 3 clusters Score -402386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -402391.656250 Penalty: 4015.416748
	Iteration 53Q: 3 clusters Score -402391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402394.906250 Penalty: 4015.416748
	Iteration 54Q: 3 clusters Score -402394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402400.250000 Penalty: 4015.416748
	Iteration 55Q: 3 clusters Score -402400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402403.343750 Penalty: 4015.416748
	Iteration 56Q: 3 clusters Score -402403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -402403.312500 Penalty: 4015.416748
	Iteration 57Q: 3 clusters Score -402403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -402404.093750 Penalty: 4015.416748
	Iteration 58Q: 3 clusters Score -402404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -402404.093750 Penalty: 4015.416748
	Iteration 59F: 3 clusters Score -402404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -593731.687500 Penalty: 2104.146973
	Iteration 0F: 2 clusters Score -593731.7 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 2454 members 
Entering Unmasked Estep 
Score: -589317.000000 Penalty: 4208.293945
	Iteration 0F: 3 clusters Score -589317 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590442.812500 Penalty: 4208.293945
	Iteration 1F: 3 clusters Score -590442.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -590693.687500 Penalty: 4208.293945
	Iteration 2F: 3 clusters Score -590693.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -590917.312500 Penalty: 4208.293945
	Iteration 3F: 3 clusters Score -590917.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -591159.937500 Penalty: 4208.293945
	Iteration 4F: 3 clusters Score -591159.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -591420.187500 Penalty: 4208.293945
	Iteration 5F: 3 clusters Score -591420.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -591658.937500 Penalty: 4208.293945
	Iteration 6F: 3 clusters Score -591658.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -591859.187500 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -591859.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -591981.625000 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -591981.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -592050.000000 Penalty: 4208.293945
	Iteration 9Q: 3 clusters Score -592050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -592113.500000 Penalty: 4208.293945
	Iteration 10Q: 3 clusters Score -592113.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -592165.750000 Penalty: 4208.293945
	Iteration 11Q: 3 clusters Score -592165.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -592203.250000 Penalty: 4208.293945
	Iteration 12Q: 3 clusters Score -592203.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -592220.125000 Penalty: 4208.293945
	Iteration 13Q: 3 clusters Score -592220.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -592235.062500 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -592235.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -592250.062500 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -592250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -592260.375000 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -592260.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -592266.687500 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -592266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -592269.312500 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -592269.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -592271.062500 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -592271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -592275.750000 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -592275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -592283.437500 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -592283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -592291.250000 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -592291.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -592305.375000 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -592305.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -592316.000000 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -592316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -592331.437500 Penalty: 4208.293945
	Iteration 25Q: 3 clusters Score -592331.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -592347.625000 Penalty: 4208.293945
	Iteration 26Q: 3 clusters Score -592347.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -592365.875000 Penalty: 4208.293945
	Iteration 27Q: 3 clusters Score -592365.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -592384.375000 Penalty: 4208.293945
	Iteration 28Q: 3 clusters Score -592384.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -592404.000000 Penalty: 4208.293945
	Iteration 29Q: 3 clusters Score -592404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -592425.625000 Penalty: 4208.293945
	Iteration 30Q: 3 clusters Score -592425.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -592449.625000 Penalty: 4208.293945
	Iteration 31Q: 3 clusters Score -592449.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -592467.500000 Penalty: 4208.293945
	Iteration 32Q: 3 clusters Score -592467.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -592479.875000 Penalty: 4208.293945
	Iteration 33Q: 3 clusters Score -592479.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -592494.062500 Penalty: 4208.293945
	Iteration 34Q: 3 clusters Score -592494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -592503.125000 Penalty: 4208.293945
	Iteration 35Q: 3 clusters Score -592503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -592510.625000 Penalty: 4208.293945
	Iteration 36Q: 3 clusters Score -592510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -592513.812500 Penalty: 4208.293945
	Iteration 37Q: 3 clusters Score -592513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -592518.000000 Penalty: 4208.293945
	Iteration 38Q: 3 clusters Score -592518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -592520.375000 Penalty: 4208.293945
	Iteration 39Q: 3 clusters Score -592520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -592521.625000 Penalty: 4208.293945
	Iteration 40F: 3 clusters Score -592521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -592523.437500 Penalty: 4208.293945
	Iteration 41Q: 3 clusters Score -592523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -592525.750000 Penalty: 4208.293945
	Iteration 42Q: 3 clusters Score -592525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -592527.875000 Penalty: 4208.293945
	Iteration 43Q: 3 clusters Score -592527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -592532.375000 Penalty: 4208.293945
	Iteration 44Q: 3 clusters Score -592532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -592534.375000 Penalty: 4208.293945
	Iteration 45Q: 3 clusters Score -592534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -592535.375000 Penalty: 4208.293945
	Iteration 46Q: 3 clusters Score -592535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -592538.687500 Penalty: 4208.293945
	Iteration 47Q: 3 clusters Score -592538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -592541.687500 Penalty: 4208.293945
	Iteration 48Q: 3 clusters Score -592541.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -592547.000000 Penalty: 4208.293945
	Iteration 49Q: 3 clusters Score -592547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -592554.312500 Penalty: 4208.293945
	Iteration 50Q: 3 clusters Score -592554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -592561.125000 Penalty: 4208.293945
	Iteration 51Q: 3 clusters Score -592561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -592567.250000 Penalty: 4208.293945
	Iteration 52Q: 3 clusters Score -592567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -592572.375000 Penalty: 4208.293945
	Iteration 53Q: 3 clusters Score -592572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -592572.812500 Penalty: 4208.293945
	Iteration 54Q: 3 clusters Score -592572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -592575.812500 Penalty: 4208.293945
	Iteration 55Q: 3 clusters Score -592575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -592575.312500 Penalty: 4208.293945
	Iteration 56Q: 3 clusters Score -592575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -592575.812500 Penalty: 4208.293945
	Iteration 57Q: 3 clusters Score -592575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -592576.437500 Penalty: 4208.293945
	Iteration 58Q: 3 clusters Score -592576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -592576.375000 Penalty: 4208.293945
	Iteration 59Q: 3 clusters Score -592576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -592576.437500 Penalty: 4208.293945
	Iteration 60F: 3 clusters Score -592576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -592576.937500 Penalty: 4208.293945
	Iteration 61Q: 3 clusters Score -592576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -592576.937500 Penalty: 4208.293945
	Iteration 62F: 3 clusters Score -592576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (35675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Entering Unmasked Estep 
Score: -4517005.000000 Penalty: 2599.586914
	Iteration 0F: 2 clusters Score -4517005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4492669.500000 Penalty: 5199.173828
	Iteration 0F: 3 clusters Score -4492670 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4501421.500000 Penalty: 5199.173828
	Iteration 1F: 3 clusters Score -4501422 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4501896.500000 Penalty: 5199.173828
	Iteration 2Q: 3 clusters Score -4501896 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4502402.500000 Penalty: 5199.173828
	Iteration 3Q: 3 clusters Score -4502402 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4503037.500000 Penalty: 5199.173828
	Iteration 4Q: 3 clusters Score -4503038 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4503834.500000 Penalty: 5199.173828
	Iteration 5F: 3 clusters Score -4503834 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4504925.500000 Penalty: 5199.173828
	Iteration 6F: 3 clusters Score -4504926 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4506231.000000 Penalty: 5199.173828
	Iteration 7F: 3 clusters Score -4506231 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4507731.500000 Penalty: 5199.173828
	Iteration 8F: 3 clusters Score -4507732 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4509347.500000 Penalty: 5199.173828
	Iteration 9F: 3 clusters Score -4509348 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4510886.500000 Penalty: 5199.173828
	Iteration 10F: 3 clusters Score -4510886 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4512270.500000 Penalty: 5199.173828
	Iteration 11Q: 3 clusters Score -4512270 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4513254.500000 Penalty: 5199.173828
	Iteration 12Q: 3 clusters Score -4513254 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4513855.500000 Penalty: 5199.173828
	Iteration 13Q: 3 clusters Score -4513856 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4514173.500000 Penalty: 5199.173828
	Iteration 14Q: 3 clusters Score -4514174 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4514352.500000 Penalty: 5199.173828
	Iteration 15Q: 3 clusters Score -4514352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4514454.000000 Penalty: 5199.173828
	Iteration 16Q: 3 clusters Score -4514454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4514524.500000 Penalty: 5199.173828
	Iteration 17Q: 3 clusters Score -4514524 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4514582.000000 Penalty: 5199.173828
	Iteration 18Q: 3 clusters Score -4514582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4514618.000000 Penalty: 5199.173828
	Iteration 19Q: 3 clusters Score -4514618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4514653.000000 Penalty: 5199.173828
	Iteration 20F: 3 clusters Score -4514653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4514680.500000 Penalty: 5199.173828
	Iteration 21Q: 3 clusters Score -4514680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4514702.000000 Penalty: 5199.173828
	Iteration 22Q: 3 clusters Score -4514702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4514706.500000 Penalty: 5199.173828
	Iteration 23Q: 3 clusters Score -4514706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4514732.500000 Penalty: 5199.173828
	Iteration 24Q: 3 clusters Score -4514732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4514735.500000 Penalty: 5199.173828
	Iteration 25Q: 3 clusters Score -4514736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4514740.500000 Penalty: 5199.173828
	Iteration 26Q: 3 clusters Score -4514740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4514745.500000 Penalty: 5199.173828
	Iteration 27Q: 3 clusters Score -4514746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4514748.500000 Penalty: 5199.173828
	Iteration 28Q: 3 clusters Score -4514748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4514754.500000 Penalty: 5199.173828
	Iteration 29Q: 3 clusters Score -4514754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4514759.500000 Penalty: 5199.173828
	Iteration 30Q: 3 clusters Score -4514760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4514764.500000 Penalty: 5199.173828
	Iteration 31Q: 3 clusters Score -4514764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4514768.500000 Penalty: 5199.173828
	Iteration 32Q: 3 clusters Score -4514768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4514765.500000 Penalty: 5199.173828
	Iteration 33Q: 3 clusters Score -4514766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4514774.000000 Penalty: 5199.173828
	Iteration 34Q: 3 clusters Score -4514774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4514774.500000 Penalty: 5199.173828
	Iteration 35Q: 3 clusters Score -4514774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4514774.500000 Penalty: 5199.173828
	Iteration 36Q: 3 clusters Score -4514774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4514777.000000 Penalty: 5199.173828
	Iteration 37Q: 3 clusters Score -4514777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4514782.000000 Penalty: 5199.173828
	Iteration 38Q: 3 clusters Score -4514782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4514780.000000 Penalty: 5199.173828
	Iteration 39Q: 3 clusters Score -4514780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4514786.000000 Penalty: 5199.173828
	Iteration 40F: 3 clusters Score -4514786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4514785.000000 Penalty: 5199.173828
	Iteration 41Q: 3 clusters Score -4514785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4514783.000000 Penalty: 5199.173828
	Iteration 42Q: 3 clusters Score -4514783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4514781.000000 Penalty: 5199.173828
	Iteration 43Q: 3 clusters Score -4514781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4514781.000000 Penalty: 5199.173828
	Iteration 44F: 3 clusters Score -4514781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -123871.179688 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -123871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122126.875000 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -122126.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -122521.203125 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -122521.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -122737.226562 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -122737.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122910.570312 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -122910.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123110.835938 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -123110.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123279.015625 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -123279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -123457.500000 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -123457.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123675.117188 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -123675.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123811.226562 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -123811.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123924.453125 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -123924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123942.945312 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -123942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123947.757812 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -123947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123959.820312 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -123959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123965.617188 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -123965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123971.710938 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -123971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123988.281250 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -123988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -124011.757812 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -124011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -124021.820312 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -124021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124032.210938 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -124032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124042.734375 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -124042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124049.023438 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -124049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124058.421875 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -124058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -124064.953125 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -124065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124076.890625 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -124076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124083.617188 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -124083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124101.515625 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -124101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124109.890625 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -124109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124113.273438 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -124113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124120.250000 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -124120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -124122.695312 Penalty: 3313.081299
	Iteration 29Q: 3 clusters Score -124122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124125.281250 Penalty: 3313.081299
	Iteration 30Q: 3 clusters Score -124125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124125.281250 Penalty: 3313.081299
	Iteration 31F: 3 clusters Score -124125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 415 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 381 members 
Entering Unmasked Estep 
Score: -134487536.000000 Penalty: 248604.390625
Splitting cluster 47 changes total score from -134488624.000000 to -134487536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (12204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Entering Unmasked Estep 
Score: -1486926.125000 Penalty: 2333.560791
	Iteration 0F: 2 clusters Score -1486926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1477773.500000 Penalty: 4667.121582
	Iteration 0F: 3 clusters Score -1477774 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1480518.250000 Penalty: 4667.121582
	Iteration 1F: 3 clusters Score -1480518 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1480881.375000 Penalty: 4667.121582
	Iteration 2F: 3 clusters Score -1480881 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1481166.375000 Penalty: 4667.121582
	Iteration 3F: 3 clusters Score -1481166 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1481377.625000 Penalty: 4667.121582
	Iteration 4Q: 3 clusters Score -1481378 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1481559.125000 Penalty: 4667.121582
	Iteration 5Q: 3 clusters Score -1481559 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1481742.750000 Penalty: 4667.121582
	Iteration 6Q: 3 clusters Score -1481743 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1481943.375000 Penalty: 4667.121582
	Iteration 7Q: 3 clusters Score -1481943 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1482146.125000 Penalty: 4667.121582
	Iteration 8Q: 3 clusters Score -1482146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1482374.375000 Penalty: 4667.121582
	Iteration 9Q: 3 clusters Score -1482374 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1482638.875000 Penalty: 4667.121582
	Iteration 10Q: 3 clusters Score -1482639 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1482968.750000 Penalty: 4667.121582
	Iteration 11Q: 3 clusters Score -1482969 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1483407.375000 Penalty: 4667.121582
	Iteration 12Q: 3 clusters Score -1483407 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1483857.875000 Penalty: 4667.121582
	Iteration 13Q: 3 clusters Score -1483858 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1484254.625000 Penalty: 4667.121582
	Iteration 14Q: 3 clusters Score -1484255 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1484580.250000 Penalty: 4667.121582
	Iteration 15Q: 3 clusters Score -1484580 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1484823.750000 Penalty: 4667.121582
	Iteration 16Q: 3 clusters Score -1484824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1484999.000000 Penalty: 4667.121582
	Iteration 17Q: 3 clusters Score -1484999 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1485115.750000 Penalty: 4667.121582
	Iteration 18Q: 3 clusters Score -1485116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1485195.750000 Penalty: 4667.121582
	Iteration 19Q: 3 clusters Score -1485196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1485250.375000 Penalty: 4667.121582
	Iteration 20F: 3 clusters Score -1485250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1485287.500000 Penalty: 4667.121582
	Iteration 21Q: 3 clusters Score -1485288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1485303.000000 Penalty: 4667.121582
	Iteration 22Q: 3 clusters Score -1485303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1485324.875000 Penalty: 4667.121582
	Iteration 23Q: 3 clusters Score -1485325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1485335.625000 Penalty: 4667.121582
	Iteration 24Q: 3 clusters Score -1485336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1485347.500000 Penalty: 4667.121582
	Iteration 25Q: 3 clusters Score -1485348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1485357.125000 Penalty: 4667.121582
	Iteration 26Q: 3 clusters Score -1485357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1485359.375000 Penalty: 4667.121582
	Iteration 27Q: 3 clusters Score -1485359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1485363.875000 Penalty: 4667.121582
	Iteration 28Q: 3 clusters Score -1485364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1485377.875000 Penalty: 4667.121582
	Iteration 29Q: 3 clusters Score -1485378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1485391.000000 Penalty: 4667.121582
	Iteration 30Q: 3 clusters Score -1485391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1485398.625000 Penalty: 4667.121582
	Iteration 31Q: 3 clusters Score -1485399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1485407.250000 Penalty: 4667.121582
	Iteration 32Q: 3 clusters Score -1485407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1485412.750000 Penalty: 4667.121582
	Iteration 33Q: 3 clusters Score -1485413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1485417.625000 Penalty: 4667.121582
	Iteration 34Q: 3 clusters Score -1485418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1485422.750000 Penalty: 4667.121582
	Iteration 35Q: 3 clusters Score -1485423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1485426.750000 Penalty: 4667.121582
	Iteration 36Q: 3 clusters Score -1485427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1485427.000000 Penalty: 4667.121582
	Iteration 37Q: 3 clusters Score -1485427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1485430.875000 Penalty: 4667.121582
	Iteration 38Q: 3 clusters Score -1485431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1485431.250000 Penalty: 4667.121582
	Iteration 39Q: 3 clusters Score -1485431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1485431.375000 Penalty: 4667.121582
	Iteration 40F: 3 clusters Score -1485431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1485431.750000 Penalty: 4667.121582
	Iteration 41Q: 3 clusters Score -1485432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1485434.875000 Penalty: 4667.121582
	Iteration 42Q: 3 clusters Score -1485435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1485436.750000 Penalty: 4667.121582
	Iteration 43Q: 3 clusters Score -1485437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1485436.125000 Penalty: 4667.121582
	Iteration 44Q: 3 clusters Score -1485436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1485436.375000 Penalty: 4667.121582
	Iteration 45Q: 3 clusters Score -1485436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1485436.625000 Penalty: 4667.121582
	Iteration 46Q: 3 clusters Score -1485437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1485437.375000 Penalty: 4667.121582
	Iteration 47Q: 3 clusters Score -1485437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1485436.625000 Penalty: 4667.121582
	Iteration 48Q: 3 clusters Score -1485437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1485438.750000 Penalty: 4667.121582
	Iteration 49Q: 3 clusters Score -1485439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1485439.250000 Penalty: 4667.121582
	Iteration 50Q: 3 clusters Score -1485439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1485438.625000 Penalty: 4667.121582
	Iteration 51Q: 3 clusters Score -1485439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1485443.500000 Penalty: 4667.121582
	Iteration 52Q: 3 clusters Score -1485444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1485443.875000 Penalty: 4667.121582
	Iteration 53Q: 3 clusters Score -1485444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1485444.000000 Penalty: 4667.121582
	Iteration 54Q: 3 clusters Score -1485444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1485443.875000 Penalty: 4667.121582
	Iteration 55Q: 3 clusters Score -1485444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1485447.125000 Penalty: 4667.121582
	Iteration 56Q: 3 clusters Score -1485447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1485448.125000 Penalty: 4667.121582
	Iteration 57Q: 3 clusters Score -1485448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1485445.250000 Penalty: 4667.121582
	Iteration 58Q: 3 clusters Score -1485445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1485444.250000 Penalty: 4667.121582
	Iteration 59Q: 3 clusters Score -1485444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1485446.875000 Penalty: 4667.121582
	Iteration 60F: 3 clusters Score -1485447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1485448.000000 Penalty: 4667.121582
	Iteration 61Q: 3 clusters Score -1485448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1485448.625000 Penalty: 4667.121582
	Iteration 62Q: 3 clusters Score -1485449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1485450.875000 Penalty: 4667.121582
	Iteration 63Q: 3 clusters Score -1485451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1485449.750000 Penalty: 4667.121582
	Iteration 64Q: 3 clusters Score -1485450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1485449.750000 Penalty: 4667.121582
	Iteration 65Q: 3 clusters Score -1485450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1485452.250000 Penalty: 4667.121582
	Iteration 66Q: 3 clusters Score -1485452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1485455.125000 Penalty: 4667.121582
	Iteration 67Q: 3 clusters Score -1485455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1485455.250000 Penalty: 4667.121582
	Iteration 68Q: 3 clusters Score -1485455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1485456.875000 Penalty: 4667.121582
	Iteration 69Q: 3 clusters Score -1485457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1485454.875000 Penalty: 4667.121582
	Iteration 70Q: 3 clusters Score -1485455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1485456.750000 Penalty: 4667.121582
	Iteration 71Q: 3 clusters Score -1485457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1485456.500000 Penalty: 4667.121582
	Iteration 72Q: 3 clusters Score -1485456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1485458.625000 Penalty: 4667.121582
	Iteration 73Q: 3 clusters Score -1485459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1485458.625000 Penalty: 4667.121582
	Iteration 74F: 3 clusters Score -1485459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -425851.406250 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -425851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -422291.781250 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -422291.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -423066.875000 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -423066.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -423250.812500 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -423250.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -423367.593750 Penalty: 4042.202637
	Iteration 3Q: 3 clusters Score -423367.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -423478.281250 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -423478.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -423558.656250 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -423558.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -423623.406250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -423623.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -423685.406250 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -423685.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -423742.406250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -423742.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -423799.156250 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -423799.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -423867.000000 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -423867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -423910.593750 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -423910.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -423954.625000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -423954.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -423997.593750 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -423997.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -424050.031250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -424050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -424101.312500 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -424101.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -424154.250000 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -424154.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -424199.156250 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -424199.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -424239.468750 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -424239.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -424278.875000 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -424278.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -424302.093750 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -424302.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -424320.531250 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -424320.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -424338.687500 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -424338.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -424354.437500 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -424354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -424362.781250 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -424362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -424368.218750 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -424368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -424370.250000 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -424370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -424374.093750 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -424374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -424376.281250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -424376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -424376.937500 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -424376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -424378.062500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -424378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424378.125000 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -424378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -424378.343750 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -424378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -424381.187500 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -424381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -424382.468750 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -424382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -424384.812500 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -424384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -424386.593750 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -424386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -424387.406250 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -424387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424389.250000 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -424389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424390.093750 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -424390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -424394.062500 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -424394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -424395.406250 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -424395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -424396.281250 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -424396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -424396.968750 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -424397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424398.750000 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -424398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -424401.156250 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -424401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -424402.406250 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -424402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -424404.531250 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -424404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -424406.218750 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -424406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -424408.281250 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -424408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -424409.000000 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -424409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -424409.781250 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -424409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -424409.781250 Penalty: 4042.202637
	Iteration 52F: 3 clusters Score -424409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -324066.875000 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -324066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321062.437500 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -321062.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -321652.093750 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -321652.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321797.156250 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -321797.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -321898.000000 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -321898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -321943.062500 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -321943.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -321982.156250 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -321982.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -322011.000000 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -322011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -322040.500000 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -322040.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -322064.687500 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -322064.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322085.531250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -322085.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -322108.500000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -322108.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -322129.281250 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -322129.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322156.375000 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -322156.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -322181.250000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -322181.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -322208.156250 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -322208.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -322237.843750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -322237.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -322275.125000 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -322275.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -322312.093750 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -322312.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -322341.250000 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -322341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -322369.656250 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -322369.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -322406.156250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -322406.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -322437.562500 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -322437.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -322465.531250 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -322465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -322489.125000 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -322489.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -322514.125000 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -322514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -322532.187500 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -322532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -322542.406250 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -322542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -322550.093750 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -322550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -322554.125000 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -322554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -322558.062500 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -322558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322560.187500 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -322560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322560.906250 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -322560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -322561.437500 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -322561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -322561.843750 Penalty: 3907.940918
	Iteration 33Q: 3 clusters Score -322561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -322561.843750 Penalty: 3907.940918
	Iteration 34F: 3 clusters Score -322561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -628489.000000 Penalty: 2119.979492
	Iteration 0F: 2 clusters Score -628489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -623850.250000 Penalty: 4239.958984
	Iteration 0F: 3 clusters Score -623850.2 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -624921.937500 Penalty: 4239.958984
	Iteration 1F: 3 clusters Score -624921.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -625149.875000 Penalty: 4239.958984
	Iteration 2F: 3 clusters Score -625149.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -625305.062500 Penalty: 4239.958984
	Iteration 3F: 3 clusters Score -625305.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -625423.437500 Penalty: 4239.958984
	Iteration 4Q: 3 clusters Score -625423.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -625527.562500 Penalty: 4239.958984
	Iteration 5Q: 3 clusters Score -625527.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -625651.250000 Penalty: 4239.958984
	Iteration 6Q: 3 clusters Score -625651.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -625751.812500 Penalty: 4239.958984
	Iteration 7Q: 3 clusters Score -625751.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -625846.625000 Penalty: 4239.958984
	Iteration 8Q: 3 clusters Score -625846.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -625955.187500 Penalty: 4239.958984
	Iteration 9Q: 3 clusters Score -625955.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -626073.812500 Penalty: 4239.958984
	Iteration 10Q: 3 clusters Score -626073.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -626187.687500 Penalty: 4239.958984
	Iteration 11Q: 3 clusters Score -626187.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -626305.062500 Penalty: 4239.958984
	Iteration 12Q: 3 clusters Score -626305.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -626414.875000 Penalty: 4239.958984
	Iteration 13Q: 3 clusters Score -626414.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -626531.562500 Penalty: 4239.958984
	Iteration 14Q: 3 clusters Score -626531.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -626637.250000 Penalty: 4239.958984
	Iteration 15Q: 3 clusters Score -626637.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -626741.812500 Penalty: 4239.958984
	Iteration 16Q: 3 clusters Score -626741.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -626843.250000 Penalty: 4239.958984
	Iteration 17Q: 3 clusters Score -626843.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -626910.062500 Penalty: 4239.958984
	Iteration 18Q: 3 clusters Score -626910.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -626973.500000 Penalty: 4239.958984
	Iteration 19Q: 3 clusters Score -626973.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -627009.687500 Penalty: 4239.958984
	Iteration 20F: 3 clusters Score -627009.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -627034.312500 Penalty: 4239.958984
	Iteration 21Q: 3 clusters Score -627034.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -627047.437500 Penalty: 4239.958984
	Iteration 22Q: 3 clusters Score -627047.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -627055.062500 Penalty: 4239.958984
	Iteration 23Q: 3 clusters Score -627055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -627060.250000 Penalty: 4239.958984
	Iteration 24Q: 3 clusters Score -627060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -627065.875000 Penalty: 4239.958984
	Iteration 25Q: 3 clusters Score -627065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -627068.687500 Penalty: 4239.958984
	Iteration 26Q: 3 clusters Score -627068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -627068.312500 Penalty: 4239.958984
	Iteration 27Q: 3 clusters Score -627068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -627070.125000 Penalty: 4239.958984
	Iteration 28Q: 3 clusters Score -627070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -627070.375000 Penalty: 4239.958984
	Iteration 29Q: 3 clusters Score -627070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -627071.187500 Penalty: 4239.958984
	Iteration 30Q: 3 clusters Score -627071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -627071.187500 Penalty: 4239.958984
	Iteration 31F: 3 clusters Score -627071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41409.492188 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -41409.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40105.902344 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -40105.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40352.714844 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -40352.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40452.378906 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -40452.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40515.332031 Penalty: 2999.496582
	Iteration 3F: 3 clusters Score -40515.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40547.261719 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -40547.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40557.257812 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -40557.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40564.156250 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -40564.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40572.941406 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -40572.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40574.765625 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -40574.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40574.765625 Penalty: 2999.496582
	Iteration 9F: 3 clusters Score -40574.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -1031397.937500 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -1031398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1024681.000000 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -1024681 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1026650.437500 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -1026650 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1026986.062500 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -1026986 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027264.687500 Penalty: 4482.970215
	Iteration 3F: 3 clusters Score -1027265 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1027515.562500 Penalty: 4482.970215
	Iteration 4Q: 3 clusters Score -1027516 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1027789.750000 Penalty: 4482.970215
	Iteration 5Q: 3 clusters Score -1027790 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1028125.250000 Penalty: 4482.970215
	Iteration 6F: 3 clusters Score -1028125 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1028476.687500 Penalty: 4482.970215
	Iteration 7F: 3 clusters Score -1028477 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1028814.875000 Penalty: 4482.970215
	Iteration 8F: 3 clusters Score -1028815 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1029158.125000 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -1029158 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1029516.500000 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -1029516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1029784.687500 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -1029785 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1029937.500000 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -1029938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1030029.125000 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -1030029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1030081.812500 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -1030082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1030133.187500 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -1030133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1030165.375000 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -1030165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1030189.562500 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -1030190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1030214.937500 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -1030215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1030231.625000 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -1030232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1030247.750000 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -1030248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1030257.250000 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -1030257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1030265.437500 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -1030265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1030268.125000 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -1030268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1030275.625000 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -1030276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1030283.625000 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -1030284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1030289.375000 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -1030289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1030290.750000 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -1030291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1030291.375000 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -1030291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1030293.562500 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -1030294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1030295.937500 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -1030296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1030295.250000 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -1030295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1030294.687500 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -1030295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1030295.437500 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -1030295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1030299.125000 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -1030299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1030299.062500 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -1030299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1030297.000000 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -1030297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1030301.250000 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -1030301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1030303.375000 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -1030303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1030305.000000 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -1030305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1030305.000000 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -1030305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1030304.062500 Penalty: 4482.970215
	Iteration 41Q: 3 clusters Score -1030304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1030305.062500 Penalty: 4482.970215
	Iteration 42Q: 3 clusters Score -1030305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1030309.062500 Penalty: 4482.970215
	Iteration 43Q: 3 clusters Score -1030309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1030309.937500 Penalty: 4482.970215
	Iteration 44Q: 3 clusters Score -1030310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1030313.250000 Penalty: 4482.970215
	Iteration 45Q: 3 clusters Score -1030313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1030316.750000 Penalty: 4482.970215
	Iteration 46Q: 3 clusters Score -1030317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1030317.187500 Penalty: 4482.970215
	Iteration 47Q: 3 clusters Score -1030317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1030317.687500 Penalty: 4482.970215
	Iteration 48Q: 3 clusters Score -1030318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1030320.500000 Penalty: 4482.970215
	Iteration 49Q: 3 clusters Score -1030320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1030321.562500 Penalty: 4482.970215
	Iteration 50Q: 3 clusters Score -1030322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1030323.500000 Penalty: 4482.970215
	Iteration 51Q: 3 clusters Score -1030324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1030324.437500 Penalty: 4482.970215
	Iteration 52Q: 3 clusters Score -1030324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1030328.312500 Penalty: 4482.970215
	Iteration 53Q: 3 clusters Score -1030328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1030328.437500 Penalty: 4482.970215
	Iteration 54Q: 3 clusters Score -1030328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1030328.875000 Penalty: 4482.970215
	Iteration 55Q: 3 clusters Score -1030329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1030331.000000 Penalty: 4482.970215
	Iteration 56Q: 3 clusters Score -1030331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1030330.312500 Penalty: 4482.970215
	Iteration 57Q: 3 clusters Score -1030330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1030332.187500 Penalty: 4482.970215
	Iteration 58Q: 3 clusters Score -1030332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1030332.187500 Penalty: 4482.970215
	Iteration 59Q: 3 clusters Score -1030332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1030331.562500 Penalty: 4482.970215
	Iteration 60F: 3 clusters Score -1030332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1030335.312500 Penalty: 4482.970215
	Iteration 61Q: 3 clusters Score -1030335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1030334.562500 Penalty: 4482.970215
	Iteration 62Q: 3 clusters Score -1030335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1030335.187500 Penalty: 4482.970215
	Iteration 63Q: 3 clusters Score -1030335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1030337.000000 Penalty: 4482.970215
	Iteration 64Q: 3 clusters Score -1030337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1030335.875000 Penalty: 4482.970215
	Iteration 65Q: 3 clusters Score -1030336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1030335.875000 Penalty: 4482.970215
	Iteration 66F: 3 clusters Score -1030336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -203878.312500 Penalty: 1842.521118
	Iteration 0F: 2 clusters Score -203878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -201464.828125 Penalty: 3685.042236
	Iteration 0F: 3 clusters Score -201464.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201870.718750 Penalty: 3685.042236
	Iteration 1F: 3 clusters Score -201870.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202008.171875 Penalty: 3685.042236
	Iteration 2F: 3 clusters Score -202008.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202077.859375 Penalty: 3685.042236
	Iteration 3Q: 3 clusters Score -202077.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -202133.937500 Penalty: 3685.042236
	Iteration 4Q: 3 clusters Score -202133.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202189.093750 Penalty: 3685.042236
	Iteration 5Q: 3 clusters Score -202189.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202229.078125 Penalty: 3685.042236
	Iteration 6Q: 3 clusters Score -202229.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -202267.843750 Penalty: 3685.042236
	Iteration 7Q: 3 clusters Score -202267.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -202301.562500 Penalty: 3685.042236
	Iteration 8Q: 3 clusters Score -202301.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -202329.718750 Penalty: 3685.042236
	Iteration 9Q: 3 clusters Score -202329.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -202352.140625 Penalty: 3685.042236
	Iteration 10Q: 3 clusters Score -202352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -202379.671875 Penalty: 3685.042236
	Iteration 11Q: 3 clusters Score -202379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -202412.468750 Penalty: 3685.042236
	Iteration 12Q: 3 clusters Score -202412.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202434.968750 Penalty: 3685.042236
	Iteration 13Q: 3 clusters Score -202435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -202456.390625 Penalty: 3685.042236
	Iteration 14Q: 3 clusters Score -202456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202471.562500 Penalty: 3685.042236
	Iteration 15Q: 3 clusters Score -202471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -202480.000000 Penalty: 3685.042236
	Iteration 16Q: 3 clusters Score -202480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202485.359375 Penalty: 3685.042236
	Iteration 17Q: 3 clusters Score -202485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202493.062500 Penalty: 3685.042236
	Iteration 18Q: 3 clusters Score -202493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202497.609375 Penalty: 3685.042236
	Iteration 19Q: 3 clusters Score -202497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -202501.921875 Penalty: 3685.042236
	Iteration 20F: 3 clusters Score -202501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -202503.343750 Penalty: 3685.042236
	Iteration 21Q: 3 clusters Score -202503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -202506.656250 Penalty: 3685.042236
	Iteration 22Q: 3 clusters Score -202506.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -202506.656250 Penalty: 3685.042236
	Iteration 23F: 3 clusters Score -202506.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -435198.937500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -435198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -432194.968750 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -432195 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -432913.656250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -432913.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -433196.781250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -433196.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -433403.093750 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -433403.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -433571.593750 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -433571.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -433683.531250 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -433683.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -433805.437500 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -433805.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -433995.875000 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -433995.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -434215.625000 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -434215.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -434452.843750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -434452.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -434646.187500 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -434646.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -434820.718750 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -434820.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -434939.656250 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -434939.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -435072.437500 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -435072.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -435187.750000 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -435187.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435241.562500 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -435241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435256.718750 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -435256.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435266.687500 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -435266.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -435275.187500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -435275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -435285.968750 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -435286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -435291.375000 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -435291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -435295.125000 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -435295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -435300.625000 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -435300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -435308.843750 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -435308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435316.281250 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -435316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -435319.250000 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -435319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435321.375000 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -435321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435321.375000 Penalty: 3912.241699
	Iteration 27F: 3 clusters Score -435321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 838 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 1826 members 
Entering Unmasked Estep 
Score: -134487520.000000 Penalty: 248604.390625
Splitting cluster 55 changes total score from -134488624.000000 to -134487520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -683650.812500 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -683650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -678788.750000 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -678788.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -680048.250000 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -680048.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -680238.687500 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -680238.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -680367.125000 Penalty: 4280.562012
	Iteration 3Q: 3 clusters Score -680367.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -680481.500000 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -680481.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -680621.187500 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -680621.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -680793.750000 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -680793.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -681015.250000 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -681015.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -681303.437500 Penalty: 4280.562012
	Iteration 8F: 3 clusters Score -681303.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -681623.937500 Penalty: 4280.562012
	Iteration 9F: 3 clusters Score -681623.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -681943.687500 Penalty: 4280.562012
	Iteration 10F: 3 clusters Score -681943.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -682187.000000 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -682187 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -682369.375000 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -682369.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -682544.687500 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -682544.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -682728.875000 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -682728.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -682885.312500 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -682885.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -683042.687500 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -683042.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -683172.937500 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -683172.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -683240.250000 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -683240.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -683282.812500 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -683282.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -683303.625000 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -683303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -683313.375000 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -683313.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -683315.000000 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -683315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -683317.000000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -683317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -683316.125000 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -683316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -683316.125000 Penalty: 4280.562012
	Iteration 25F: 3 clusters Score -683316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (26979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Entering Unmasked Estep 
Score: -3355058.250000 Penalty: 2530.297852
	Iteration 0F: 2 clusters Score -3355058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3336409.000000 Penalty: 5060.595703
	Iteration 0F: 3 clusters Score -3336409 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3343113.250000 Penalty: 5060.595703
	Iteration 1F: 3 clusters Score -3343113 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3343560.750000 Penalty: 5060.595703
	Iteration 2Q: 3 clusters Score -3343561 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3343944.750000 Penalty: 5060.595703
	Iteration 3Q: 3 clusters Score -3343945 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3344356.750000 Penalty: 5060.595703
	Iteration 4Q: 3 clusters Score -3344357 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3344780.000000 Penalty: 5060.595703
	Iteration 5Q: 3 clusters Score -3344780 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3345283.000000 Penalty: 5060.595703
	Iteration 6Q: 3 clusters Score -3345283 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3345864.000000 Penalty: 5060.595703
	Iteration 7Q: 3 clusters Score -3345864 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3346580.250000 Penalty: 5060.595703
	Iteration 8Q: 3 clusters Score -3346580 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3347359.000000 Penalty: 5060.595703
	Iteration 9Q: 3 clusters Score -3347359 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3348126.000000 Penalty: 5060.595703
	Iteration 10Q: 3 clusters Score -3348126 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3348786.250000 Penalty: 5060.595703
	Iteration 11Q: 3 clusters Score -3348786 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3349266.500000 Penalty: 5060.595703
	Iteration 12Q: 3 clusters Score -3349266 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3349618.000000 Penalty: 5060.595703
	Iteration 13Q: 3 clusters Score -3349618 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3349814.500000 Penalty: 5060.595703
	Iteration 14Q: 3 clusters Score -3349814 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3349906.500000 Penalty: 5060.595703
	Iteration 15Q: 3 clusters Score -3349906 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3350000.750000 Penalty: 5060.595703
	Iteration 16Q: 3 clusters Score -3350001 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3350049.750000 Penalty: 5060.595703
	Iteration 17Q: 3 clusters Score -3350050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3350089.750000 Penalty: 5060.595703
	Iteration 18Q: 3 clusters Score -3350090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3350112.000000 Penalty: 5060.595703
	Iteration 19Q: 3 clusters Score -3350112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3350137.500000 Penalty: 5060.595703
	Iteration 20F: 3 clusters Score -3350138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3350158.250000 Penalty: 5060.595703
	Iteration 21Q: 3 clusters Score -3350158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3350188.250000 Penalty: 5060.595703
	Iteration 22Q: 3 clusters Score -3350188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3350201.250000 Penalty: 5060.595703
	Iteration 23Q: 3 clusters Score -3350201 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3350244.500000 Penalty: 5060.595703
	Iteration 24Q: 3 clusters Score -3350244 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3350291.750000 Penalty: 5060.595703
	Iteration 25Q: 3 clusters Score -3350292 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3350338.500000 Penalty: 5060.595703
	Iteration 26Q: 3 clusters Score -3350338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3350375.000000 Penalty: 5060.595703
	Iteration 27Q: 3 clusters Score -3350375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3350407.000000 Penalty: 5060.595703
	Iteration 28Q: 3 clusters Score -3350407 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3350446.750000 Penalty: 5060.595703
	Iteration 29Q: 3 clusters Score -3350447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3350485.000000 Penalty: 5060.595703
	Iteration 30Q: 3 clusters Score -3350485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3350519.750000 Penalty: 5060.595703
	Iteration 31Q: 3 clusters Score -3350520 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3350559.500000 Penalty: 5060.595703
	Iteration 32Q: 3 clusters Score -3350560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3350617.000000 Penalty: 5060.595703
	Iteration 33Q: 3 clusters Score -3350617 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3350647.500000 Penalty: 5060.595703
	Iteration 34Q: 3 clusters Score -3350648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3350677.250000 Penalty: 5060.595703
	Iteration 35Q: 3 clusters Score -3350677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3350699.750000 Penalty: 5060.595703
	Iteration 36Q: 3 clusters Score -3350700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3350741.500000 Penalty: 5060.595703
	Iteration 37Q: 3 clusters Score -3350742 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3350764.500000 Penalty: 5060.595703
	Iteration 38Q: 3 clusters Score -3350764 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3350795.000000 Penalty: 5060.595703
	Iteration 39Q: 3 clusters Score -3350795 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3350820.750000 Penalty: 5060.595703
	Iteration 40F: 3 clusters Score -3350821 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3350868.000000 Penalty: 5060.595703
	Iteration 41Q: 3 clusters Score -3350868 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3350911.000000 Penalty: 5060.595703
	Iteration 42Q: 3 clusters Score -3350911 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3350945.750000 Penalty: 5060.595703
	Iteration 43Q: 3 clusters Score -3350946 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3350973.000000 Penalty: 5060.595703
	Iteration 44Q: 3 clusters Score -3350973 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3351003.250000 Penalty: 5060.595703
	Iteration 45Q: 3 clusters Score -3351003 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3351040.000000 Penalty: 5060.595703
	Iteration 46Q: 3 clusters Score -3351040 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3351072.250000 Penalty: 5060.595703
	Iteration 47Q: 3 clusters Score -3351072 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3351106.750000 Penalty: 5060.595703
	Iteration 48Q: 3 clusters Score -3351107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3351127.250000 Penalty: 5060.595703
	Iteration 49Q: 3 clusters Score -3351127 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3351142.250000 Penalty: 5060.595703
	Iteration 50Q: 3 clusters Score -3351142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3351162.000000 Penalty: 5060.595703
	Iteration 51Q: 3 clusters Score -3351162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3351173.750000 Penalty: 5060.595703
	Iteration 52Q: 3 clusters Score -3351174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3351188.250000 Penalty: 5060.595703
	Iteration 53Q: 3 clusters Score -3351188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3351196.500000 Penalty: 5060.595703
	Iteration 54Q: 3 clusters Score -3351196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3351225.750000 Penalty: 5060.595703
	Iteration 55Q: 3 clusters Score -3351226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3351251.250000 Penalty: 5060.595703
	Iteration 56Q: 3 clusters Score -3351251 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3351278.750000 Penalty: 5060.595703
	Iteration 57Q: 3 clusters Score -3351279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3351298.000000 Penalty: 5060.595703
	Iteration 58Q: 3 clusters Score -3351298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3351314.250000 Penalty: 5060.595703
	Iteration 59Q: 3 clusters Score -3351314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3351347.750000 Penalty: 5060.595703
	Iteration 60F: 3 clusters Score -3351348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3351350.500000 Penalty: 5060.595703
	Iteration 61Q: 3 clusters Score -3351350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3351362.000000 Penalty: 5060.595703
	Iteration 62Q: 3 clusters Score -3351362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3351385.750000 Penalty: 5060.595703
	Iteration 63Q: 3 clusters Score -3351386 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3351402.750000 Penalty: 5060.595703
	Iteration 64Q: 3 clusters Score -3351403 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3351440.000000 Penalty: 5060.595703
	Iteration 65Q: 3 clusters Score -3351440 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3351459.250000 Penalty: 5060.595703
	Iteration 66Q: 3 clusters Score -3351459 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3351467 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3351487.500000 Penalty: 5060.595703
	Iteration 68Q: 3 clusters Score -3351488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3351514.000000 Penalty: 5060.595703
	Iteration 69Q: 3 clusters Score -3351514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3351534.500000 Penalty: 5060.595703
	Iteration 70Q: 3 clusters Score -3351534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3351549.500000 Penalty: 5060.595703
	Iteration 71Q: 3 clusters Score -3351550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3351559.750000 Penalty: 5060.595703
	Iteration 72Q: 3 clusters Score -3351560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3351568.000000 Penalty: 5060.595703
	Iteration 73Q: 3 clusters Score -3351568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3351591.750000 Penalty: 5060.595703
	Iteration 74Q: 3 clusters Score -3351592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3351607.750000 Penalty: 5060.595703
	Iteration 75Q: 3 clusters Score -3351608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3351617.250000 Penalty: 5060.595703
	Iteration 76Q: 3 clusters Score -3351617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3351633.250000 Penalty: 5060.595703
	Iteration 77Q: 3 clusters Score -3351633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3351654.250000 Penalty: 5060.595703
	Iteration 78Q: 3 clusters Score -3351654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3351684.750000 Penalty: 5060.595703
	Iteration 79Q: 3 clusters Score -3351685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3351712.250000 Penalty: 5060.595703
	Iteration 80F: 3 clusters Score -3351712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3351734.000000 Penalty: 5060.595703
	Iteration 81Q: 3 clusters Score -3351734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3351754.750000 Penalty: 5060.595703
	Iteration 82Q: 3 clusters Score -3351755 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3351802.000000 Penalty: 5060.595703
	Iteration 83Q: 3 clusters Score -3351802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3351829.750000 Penalty: 5060.595703
	Iteration 84Q: 3 clusters Score -3351830 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3351871.250000 Penalty: 5060.595703
	Iteration 85Q: 3 clusters Score -3351871 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3351922.500000 Penalty: 5060.595703
	Iteration 86Q: 3 clusters Score -3351922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3351985.000000 Penalty: 5060.595703
	Iteration 87Q: 3 clusters Score -3351985 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3352032.500000 Penalty: 5060.595703
	Iteration 88Q: 3 clusters Score -3352032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3352080.500000 Penalty: 5060.595703
	Iteration 89Q: 3 clusters Score -3352080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3352139.500000 Penalty: 5060.595703
	Iteration 90Q: 3 clusters Score -3352140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3352191.000000 Penalty: 5060.595703
	Iteration 91Q: 3 clusters Score -3352191 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3352247.000000 Penalty: 5060.595703
	Iteration 92Q: 3 clusters Score -3352247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3352308.000000 Penalty: 5060.595703
	Iteration 93Q: 3 clusters Score -3352308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3352382.000000 Penalty: 5060.595703
	Iteration 94Q: 3 clusters Score -3352382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3352462.000000 Penalty: 5060.595703
	Iteration 95Q: 3 clusters Score -3352462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3352546.750000 Penalty: 5060.595703
	Iteration 96Q: 3 clusters Score -3352547 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3352599.250000 Penalty: 5060.595703
	Iteration 97Q: 3 clusters Score -3352599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3352652.000000 Penalty: 5060.595703
	Iteration 98Q: 3 clusters Score -3352652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3352700.500000 Penalty: 5060.595703
	Iteration 99Q: 3 clusters Score -3352700 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3352761.750000 Penalty: 5060.595703
	Iteration 100F: 3 clusters Score -3352762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3352821.750000 Penalty: 5060.595703
	Iteration 101Q: 3 clusters Score -3352822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3352873.000000 Penalty: 5060.595703
	Iteration 102Q: 3 clusters Score -3352873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3352907.250000 Penalty: 5060.595703
	Iteration 103Q: 3 clusters Score -3352907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3352954.500000 Penalty: 5060.595703
	Iteration 104Q: 3 clusters Score -3352954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3352990.250000 Penalty: 5060.595703
	Iteration 105Q: 3 clusters Score -3352990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3353031.500000 Penalty: 5060.595703
	Iteration 106Q: 3 clusters Score -3353032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3353055.500000 Penalty: 5060.595703
	Iteration 107Q: 3 clusters Score -3353056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3353083.250000 Penalty: 5060.595703
	Iteration 108Q: 3 clusters Score -3353083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3353102.250000 Penalty: 5060.595703
	Iteration 109Q: 3 clusters Score -3353102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3353116.000000 Penalty: 5060.595703
	Iteration 110Q: 3 clusters Score -3353116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3353124.000000 Penalty: 5060.595703
	Iteration 111Q: 3 clusters Score -3353124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3353143.250000 Penalty: 5060.595703
	Iteration 112Q: 3 clusters Score -3353143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3353149.000000 Penalty: 5060.595703
	Iteration 113Q: 3 clusters Score -3353149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3353152.500000 Penalty: 5060.595703
	Iteration 114Q: 3 clusters Score -3353152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3353161.000000 Penalty: 5060.595703
	Iteration 115Q: 3 clusters Score -3353161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3353161.000000 Penalty: 5060.595703
	Iteration 116Q: 3 clusters Score -3353161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3353173.750000 Penalty: 5060.595703
	Iteration 117Q: 3 clusters Score -3353174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3353184.250000 Penalty: 5060.595703
	Iteration 118Q: 3 clusters Score -3353184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3353194.000000 Penalty: 5060.595703
	Iteration 119Q: 3 clusters Score -3353194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3353197.500000 Penalty: 5060.595703
	Iteration 120F: 3 clusters Score -3353198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3353199.000000 Penalty: 5060.595703
	Iteration 121Q: 3 clusters Score -3353199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3353202.750000 Penalty: 5060.595703
	Iteration 122Q: 3 clusters Score -3353203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3353201.750000 Penalty: 5060.595703
	Iteration 123Q: 3 clusters Score -3353202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3353203.750000 Penalty: 5060.595703
	Iteration 124Q: 3 clusters Score -3353204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3353209.500000 Penalty: 5060.595703
	Iteration 125Q: 3 clusters Score -3353210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3353211.500000 Penalty: 5060.595703
	Iteration 126Q: 3 clusters Score -3353212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3353210.750000 Penalty: 5060.595703
	Iteration 127Q: 3 clusters Score -3353211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3353213.000000 Penalty: 5060.595703
	Iteration 128Q: 3 clusters Score -3353213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3353220.500000 Penalty: 5060.595703
	Iteration 129Q: 3 clusters Score -3353220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3353225.250000 Penalty: 5060.595703
	Iteration 130Q: 3 clusters Score -3353225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3353225.000000 Penalty: 5060.595703
	Iteration 131Q: 3 clusters Score -3353225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3353228.500000 Penalty: 5060.595703
	Iteration 132Q: 3 clusters Score -3353228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3353232.000000 Penalty: 5060.595703
	Iteration 133Q: 3 clusters Score -3353232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3353234.250000 Penalty: 5060.595703
	Iteration 134Q: 3 clusters Score -3353234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3353234.500000 Penalty: 5060.595703
	Iteration 135Q: 3 clusters Score -3353234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3353233.000000 Penalty: 5060.595703
	Iteration 136Q: 3 clusters Score -3353233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3353229.250000 Penalty: 5060.595703
	Iteration 137Q: 3 clusters Score -3353229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3353230.500000 Penalty: 5060.595703
	Iteration 138Q: 3 clusters Score -3353230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3353228.750000 Penalty: 5060.595703
	Iteration 139Q: 3 clusters Score -3353229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3353235.250000 Penalty: 5060.595703
	Iteration 140F: 3 clusters Score -3353235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17227 members 
Entering Unmasked Estep 
Score: -2100063.000000 Penalty: 2419.049805
	Iteration 0F: 2 clusters Score -2100063 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 8696 members 
Entering Unmasked Estep 
Score: -2087854.500000 Penalty: 4838.099609
	Iteration 0F: 3 clusters Score -2087854 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2092138.125000 Penalty: 4838.099609
	Iteration 1F: 3 clusters Score -2092138 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2092814.000000 Penalty: 4838.099609
	Iteration 2F: 3 clusters Score -2092814 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2093536.750000 Penalty: 4838.099609
	Iteration 3F: 3 clusters Score -2093537 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2094311.000000 Penalty: 4838.099609
	Iteration 4F: 3 clusters Score -2094311 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2095168.250000 Penalty: 4838.099609
	Iteration 5F: 3 clusters Score -2095168 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2095970.500000 Penalty: 4838.099609
	Iteration 6F: 3 clusters Score -2095970 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2096673.125000 Penalty: 4838.099609
	Iteration 7F: 3 clusters Score -2096673 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2097227.000000 Penalty: 4838.099609
	Iteration 8Q: 3 clusters Score -2097227 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2097592.000000 Penalty: 4838.099609
	Iteration 9Q: 3 clusters Score -2097592 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2097838.500000 Penalty: 4838.099609
	Iteration 10Q: 3 clusters Score -2097838 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2098027.250000 Penalty: 4838.099609
	Iteration 11Q: 3 clusters Score -2098027 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2098155.500000 Penalty: 4838.099609
	Iteration 12Q: 3 clusters Score -2098156 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2098236.250000 Penalty: 4838.099609
	Iteration 13Q: 3 clusters Score -2098236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2098273.750000 Penalty: 4838.099609
	Iteration 14Q: 3 clusters Score -2098274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2098301.750000 Penalty: 4838.099609
	Iteration 15Q: 3 clusters Score -2098302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2098321.000000 Penalty: 4838.099609
	Iteration 16Q: 3 clusters Score -2098321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2098340.250000 Penalty: 4838.099609
	Iteration 17Q: 3 clusters Score -2098340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2098357.500000 Penalty: 4838.099609
	Iteration 18Q: 3 clusters Score -2098358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2098372.500000 Penalty: 4838.099609
	Iteration 19Q: 3 clusters Score -2098372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2098389.250000 Penalty: 4838.099609
	Iteration 20F: 3 clusters Score -2098389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2098403.000000 Penalty: 4838.099609
	Iteration 21Q: 3 clusters Score -2098403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2098404.250000 Penalty: 4838.099609
	Iteration 22Q: 3 clusters Score -2098404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2098408.500000 Penalty: 4838.099609
	Iteration 23Q: 3 clusters Score -2098408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2098410.250000 Penalty: 4838.099609
	Iteration 24Q: 3 clusters Score -2098410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2098417.000000 Penalty: 4838.099609
	Iteration 25Q: 3 clusters Score -2098417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2098416.750000 Penalty: 4838.099609
	Iteration 26Q: 3 clusters Score -2098417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2098431.250000 Penalty: 4838.099609
	Iteration 27Q: 3 clusters Score -2098431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2098429.750000 Penalty: 4838.099609
	Iteration 28Q: 3 clusters Score -2098430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2098428.750000 Penalty: 4838.099609
	Iteration 29Q: 3 clusters Score -2098429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2098441.250000 Penalty: 4838.099609
	Iteration 30Q: 3 clusters Score -2098441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2098446.250000 Penalty: 4838.099609
	Iteration 31Q: 3 clusters Score -2098446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2098446.000000 Penalty: 4838.099609
	Iteration 32Q: 3 clusters Score -2098446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2098446.250000 Penalty: 4838.099609
	Iteration 33Q: 3 clusters Score -2098446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2098450.000000 Penalty: 4838.099609
	Iteration 34Q: 3 clusters Score -2098450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2098449.500000 Penalty: 4838.099609
	Iteration 35Q: 3 clusters Score -2098450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2098450.750000 Penalty: 4838.099609
	Iteration 36Q: 3 clusters Score -2098451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2098452.250000 Penalty: 4838.099609
	Iteration 37Q: 3 clusters Score -2098452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2098447.000000 Penalty: 4838.099609
	Iteration 38Q: 3 clusters Score -2098447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2098449.500000 Penalty: 4838.099609
	Iteration 39Q: 3 clusters Score -2098450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2098449.000000 Penalty: 4838.099609
	Iteration 40F: 3 clusters Score -2098449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2098447.750000 Penalty: 4838.099609
	Iteration 41Q: 3 clusters Score -2098448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2098449.000000 Penalty: 4838.099609
	Iteration 42Q: 3 clusters Score -2098449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2098447.250000 Penalty: 4838.099609
	Iteration 43Q: 3 clusters Score -2098447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2098452.250000 Penalty: 4838.099609
	Iteration 44Q: 3 clusters Score -2098452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2098449.250000 Penalty: 4838.099609
	Iteration 45Q: 3 clusters Score -2098449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2098447.250000 Penalty: 4838.099609
	Iteration 46Q: 3 clusters Score -2098447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2098449.750000 Penalty: 4838.099609
	Iteration 47Q: 3 clusters Score -2098450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2098453.000000 Penalty: 4838.099609
	Iteration 48Q: 3 clusters Score -2098453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2098450.000000 Penalty: 4838.099609
	Iteration 49Q: 3 clusters Score -2098450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2098450.000000 Penalty: 4838.099609
	Iteration 50F: 3 clusters Score -2098450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -1102643.000000 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -1102643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1097071.250000 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -1097071 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1098782.875000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -1098783 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1099331.625000 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -1099332 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1099965.625000 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -1099966 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1100641.500000 Penalty: 4370.062012
	Iteration 4F: 3 clusters Score -1100642 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1101355.000000 Penalty: 4370.062012
	Iteration 5F: 3 clusters Score -1101355 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1101847.500000 Penalty: 4370.062012
	Iteration 6F: 3 clusters Score -1101848 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1102081.250000 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -1102081 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1102193.250000 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -1102193 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1102238.125000 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -1102238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1102269.875000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -1102270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1102294.250000 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -1102294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1102315.000000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -1102315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1102327.125000 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -1102327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1102336.625000 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -1102337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1102341.000000 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -1102341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1102343.375000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -1102343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1102347.625000 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -1102348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1102347.500000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -1102348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1102347.500000 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -1102348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1102348.625000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -1102349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1102353.625000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -1102354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1102350.000000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -1102350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1102353.875000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -1102354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1102352.750000 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -1102353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1102351.500000 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -1102352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1102351.000000 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -1102351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1102353.625000 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -1102354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1102354.500000 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -1102354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1102352.125000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -1102352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1102354.000000 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -1102354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1102353.250000 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -1102353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1102355.625000 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -1102356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1102353.875000 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -1102354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1102351.875000 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -1102352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1102355.125000 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -1102355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1102357.125000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -1102357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1102355.250000 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -1102355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1102355.250000 Penalty: 4370.062012
	Iteration 38F: 3 clusters Score -1102355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -37917.777344 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -37917.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36773.824219 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -36773.82 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37424.242188 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -37424.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37596.531250 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -37596.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37677.332031 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -37677.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37717.445312 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -37717.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37722.449219 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -37722.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37744.425781 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -37744.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37754.449219 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -37754.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37759.417969 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -37759.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37764.949219 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -37764.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37764.949219 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -37764.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -137053.906250 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -137053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134994.484375 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -134994.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135274.156250 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -135274.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135350.515625 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -135350.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135384.062500 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -135384.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -135405.359375 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -135405.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135425.140625 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -135425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135435.781250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -135435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135446.656250 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -135446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135450.171875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -135450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135451.968750 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -135452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135456.437500 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -135456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135461.078125 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -135461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135464.046875 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -135464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135464.671875 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -135464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135466.140625 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -135466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135469.109375 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -135469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135476.765625 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -135476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135483.656250 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -135483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135485.984375 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -135486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135486.218750 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -135486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135487.171875 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -135487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -223873.359375 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -223873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -221341.984375 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -221342 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221800.140625 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -221800.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221951.765625 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -221951.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -222020.625000 Penalty: 3734.852051
	Iteration 3Q: 3 clusters Score -222020.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222061.781250 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -222061.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -222110.921875 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -222110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -222152.390625 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -222152.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -222179.140625 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -222179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222194.375000 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -222194.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222203.421875 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -222203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222212.093750 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -222212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222219.484375 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -222219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -222233.140625 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -222233.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -222253.078125 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -222253.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222275.031250 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -222275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -222295.500000 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -222295.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -222311.796875 Penalty: 3734.852051
	Iteration 16Q: 3 clusters Score -222311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -222325.500000 Penalty: 3734.852051
	Iteration 17Q: 3 clusters Score -222325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222333.875000 Penalty: 3734.852051
	Iteration 18Q: 3 clusters Score -222333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222349.500000 Penalty: 3734.852051
	Iteration 19Q: 3 clusters Score -222349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -222362.937500 Penalty: 3734.852051
	Iteration 20F: 3 clusters Score -222362.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -222383.687500 Penalty: 3734.852051
	Iteration 21Q: 3 clusters Score -222383.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -222407.062500 Penalty: 3734.852051
	Iteration 22Q: 3 clusters Score -222407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -222426.906250 Penalty: 3734.852051
	Iteration 23Q: 3 clusters Score -222426.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -222443.390625 Penalty: 3734.852051
	Iteration 24Q: 3 clusters Score -222443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -222462.156250 Penalty: 3734.852051
	Iteration 25Q: 3 clusters Score -222462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -222478.062500 Penalty: 3734.852051
	Iteration 26Q: 3 clusters Score -222478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -222496.812500 Penalty: 3734.852051
	Iteration 27Q: 3 clusters Score -222496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -222515.093750 Penalty: 3734.852051
	Iteration 28Q: 3 clusters Score -222515.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -222536.640625 Penalty: 3734.852051
	Iteration 29Q: 3 clusters Score -222536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -222551.093750 Penalty: 3734.852051
	Iteration 30Q: 3 clusters Score -222551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -222566.015625 Penalty: 3734.852051
	Iteration 31Q: 3 clusters Score -222566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -222577.765625 Penalty: 3734.852051
	Iteration 32Q: 3 clusters Score -222577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -222588.265625 Penalty: 3734.852051
	Iteration 33Q: 3 clusters Score -222588.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -222597.203125 Penalty: 3734.852051
	Iteration 34Q: 3 clusters Score -222597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -222602.109375 Penalty: 3734.852051
	Iteration 35Q: 3 clusters Score -222602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -222603.859375 Penalty: 3734.852051
	Iteration 36Q: 3 clusters Score -222603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -222605.953125 Penalty: 3734.852051
	Iteration 37Q: 3 clusters Score -222606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -222606.843750 Penalty: 3734.852051
	Iteration 38Q: 3 clusters Score -222606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -222609.859375 Penalty: 3734.852051
	Iteration 39Q: 3 clusters Score -222609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -222611.046875 Penalty: 3734.852051
	Iteration 40F: 3 clusters Score -222611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -222612.734375 Penalty: 3734.852051
	Iteration 41Q: 3 clusters Score -222612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -222614.531250 Penalty: 3734.852051
	Iteration 42Q: 3 clusters Score -222614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -222615.968750 Penalty: 3734.852051
	Iteration 43Q: 3 clusters Score -222616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -222616.296875 Penalty: 3734.852051
	Iteration 44Q: 3 clusters Score -222616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -222616.859375 Penalty: 3734.852051
	Iteration 45Q: 3 clusters Score -222616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -222616.859375 Penalty: 3734.852051
	Iteration 46F: 3 clusters Score -222616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -44947.578125 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -44947.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43707.105469 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -43707.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43845.707031 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -43845.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43971.890625 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -43971.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44106.742188 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -44106.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44152.640625 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -44152.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44202.890625 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -44202.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44266.503906 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -44266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44276.628906 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -44276.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44282.535156 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -44282.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44288.234375 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -44288.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44288.234375 Penalty: 2820.739746
	Iteration 10F: 3 clusters Score -44288.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -206352.140625 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -206352.1 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 842 members 
Entering Unmasked Estep 
Score: -203933.531250 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -203933.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204377.203125 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -204377.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -204496.140625 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -204496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204546.109375 Penalty: 3685.924561
	Iteration 3Q: 3 clusters Score -204546.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -204585.625000 Penalty: 3685.924561
	Iteration 4Q: 3 clusters Score -204585.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204619.875000 Penalty: 3685.924561
	Iteration 5Q: 3 clusters Score -204619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -204632.828125 Penalty: 3685.924561
	Iteration 6Q: 3 clusters Score -204632.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -204647.609375 Penalty: 3685.924561
	Iteration 7Q: 3 clusters Score -204647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -204655.921875 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -204655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -204662.468750 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -204662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204664.890625 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -204664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -204666.093750 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -204666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -204666.656250 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -204666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -204666.812500 Penalty: 3685.924561
	Iteration 13Q: 3 clusters Score -204666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -204666.812500 Penalty: 3685.924561
	Iteration 14F: 3 clusters Score -204666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -563535.437500 Penalty: 2088.055908
	Iteration 0F: 2 clusters Score -563535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559286.812500 Penalty: 4176.111816
	Iteration 0F: 3 clusters Score -559286.8 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -560263.500000 Penalty: 4176.111816
	Iteration 1F: 3 clusters Score -560263.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -560472.437500 Penalty: 4176.111816
	Iteration 2F: 3 clusters Score -560472.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -560584.875000 Penalty: 4176.111816
	Iteration 3Q: 3 clusters Score -560584.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -560666.125000 Penalty: 4176.111816
	Iteration 4Q: 3 clusters Score -560666.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -560724.312500 Penalty: 4176.111816
	Iteration 5Q: 3 clusters Score -560724.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -560771.562500 Penalty: 4176.111816
	Iteration 6Q: 3 clusters Score -560771.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -560815.187500 Penalty: 4176.111816
	Iteration 7Q: 3 clusters Score -560815.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -560851.562500 Penalty: 4176.111816
	Iteration 8Q: 3 clusters Score -560851.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -560885.312500 Penalty: 4176.111816
	Iteration 9Q: 3 clusters Score -560885.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -560916.562500 Penalty: 4176.111816
	Iteration 10Q: 3 clusters Score -560916.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -560952.375000 Penalty: 4176.111816
	Iteration 11Q: 3 clusters Score -560952.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -560996.687500 Penalty: 4176.111816
	Iteration 12Q: 3 clusters Score -560996.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -561041.937500 Penalty: 4176.111816
	Iteration 13Q: 3 clusters Score -561041.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -561088.500000 Penalty: 4176.111816
	Iteration 14Q: 3 clusters Score -561088.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -561140.812500 Penalty: 4176.111816
	Iteration 15Q: 3 clusters Score -561140.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -561181.062500 Penalty: 4176.111816
	Iteration 16Q: 3 clusters Score -561181.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -561214.187500 Penalty: 4176.111816
	Iteration 17Q: 3 clusters Score -561214.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -561251.500000 Penalty: 4176.111816
	Iteration 18Q: 3 clusters Score -561251.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -561290.000000 Penalty: 4176.111816
	Iteration 19Q: 3 clusters Score -561290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -561331.625000 Penalty: 4176.111816
	Iteration 20F: 3 clusters Score -561331.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -561361.562500 Penalty: 4176.111816
	Iteration 21Q: 3 clusters Score -561361.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -561387.250000 Penalty: 4176.111816
	Iteration 22Q: 3 clusters Score -561387.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -561409.812500 Penalty: 4176.111816
	Iteration 23Q: 3 clusters Score -561409.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -561431.812500 Penalty: 4176.111816
	Iteration 24Q: 3 clusters Score -561431.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -561450.062500 Penalty: 4176.111816
	Iteration 25Q: 3 clusters Score -561450.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -561462.312500 Penalty: 4176.111816
	Iteration 26Q: 3 clusters Score -561462.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -561474.812500 Penalty: 4176.111816
	Iteration 27Q: 3 clusters Score -561474.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -561488.562500 Penalty: 4176.111816
	Iteration 28Q: 3 clusters Score -561488.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -561499.375000 Penalty: 4176.111816
	Iteration 29Q: 3 clusters Score -561499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -561505.937500 Penalty: 4176.111816
	Iteration 30Q: 3 clusters Score -561505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -561516.625000 Penalty: 4176.111816
	Iteration 31Q: 3 clusters Score -561516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -561524.375000 Penalty: 4176.111816
	Iteration 32Q: 3 clusters Score -561524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -561532.750000 Penalty: 4176.111816
	Iteration 33Q: 3 clusters Score -561532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -561544.375000 Penalty: 4176.111816
	Iteration 34Q: 3 clusters Score -561544.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -561560.750000 Penalty: 4176.111816
	Iteration 35Q: 3 clusters Score -561560.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -561572.937500 Penalty: 4176.111816
	Iteration 36Q: 3 clusters Score -561572.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -561581.937500 Penalty: 4176.111816
	Iteration 37Q: 3 clusters Score -561581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -561588.937500 Penalty: 4176.111816
	Iteration 38Q: 3 clusters Score -561588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -561595.375000 Penalty: 4176.111816
	Iteration 39Q: 3 clusters Score -561595.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -561601.000000 Penalty: 4176.111816
	Iteration 40F: 3 clusters Score -561601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -561605.312500 Penalty: 4176.111816
	Iteration 41Q: 3 clusters Score -561605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -561608.500000 Penalty: 4176.111816
	Iteration 42Q: 3 clusters Score -561608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -561609.750000 Penalty: 4176.111816
	Iteration 43Q: 3 clusters Score -561609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -561613.187500 Penalty: 4176.111816
	Iteration 44Q: 3 clusters Score -561613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -561616.875000 Penalty: 4176.111816
	Iteration 45Q: 3 clusters Score -561616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -561619.562500 Penalty: 4176.111816
	Iteration 46Q: 3 clusters Score -561619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -561621.250000 Penalty: 4176.111816
	Iteration 47Q: 3 clusters Score -561621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -561623.625000 Penalty: 4176.111816
	Iteration 48Q: 3 clusters Score -561623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -561627.125000 Penalty: 4176.111816
	Iteration 49Q: 3 clusters Score -561627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -561630.312500 Penalty: 4176.111816
	Iteration 50Q: 3 clusters Score -561630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -561632.375000 Penalty: 4176.111816
	Iteration 51Q: 3 clusters Score -561632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -561635.187500 Penalty: 4176.111816
	Iteration 52Q: 3 clusters Score -561635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -561637.875000 Penalty: 4176.111816
	Iteration 53Q: 3 clusters Score -561637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -561638.375000 Penalty: 4176.111816
	Iteration 54Q: 3 clusters Score -561638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -561640.500000 Penalty: 4176.111816
	Iteration 55Q: 3 clusters Score -561640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -561642.812500 Penalty: 4176.111816
	Iteration 56Q: 3 clusters Score -561642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -561646.062500 Penalty: 4176.111816
	Iteration 57Q: 3 clusters Score -561646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -561648.562500 Penalty: 4176.111816
	Iteration 58Q: 3 clusters Score -561648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -561649.500000 Penalty: 4176.111816
	Iteration 59Q: 3 clusters Score -561649.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -561655.687500 Penalty: 4176.111816
	Iteration 60F: 3 clusters Score -561655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -561661.625000 Penalty: 4176.111816
	Iteration 61Q: 3 clusters Score -561661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -561664.687500 Penalty: 4176.111816
	Iteration 62Q: 3 clusters Score -561664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -561668.062500 Penalty: 4176.111816
	Iteration 63Q: 3 clusters Score -561668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -561670.937500 Penalty: 4176.111816
	Iteration 64Q: 3 clusters Score -561670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -561674.187500 Penalty: 4176.111816
	Iteration 65Q: 3 clusters Score -561674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -561675.187500 Penalty: 4176.111816
	Iteration 66Q: 3 clusters Score -561675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -561675.187500 Penalty: 4176.111816
	Iteration 67F: 3 clusters Score -561675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -672927.875000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -672927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -668073.875000 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -668073.9 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -669269.250000 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -669269.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -669564.875000 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -669564.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -669866.625000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -669866.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -670242.437500 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -670242.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -670696.562500 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -670696.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -671082.562500 Penalty: 4269.994629
	Iteration 6F: 3 clusters Score -671082.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -671389.437500 Penalty: 4269.994629
	Iteration 7F: 3 clusters Score -671389.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -671653.187500 Penalty: 4269.994629
	Iteration 8F: 3 clusters Score -671653.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -671825.125000 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -671825.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -671939.250000 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -671939.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -672017.500000 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -672017.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -672068.937500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -672068.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -672109.437500 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -672109.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -672146.062500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -672146.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -672185.562500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -672185.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -672213.937500 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -672213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -672243.375000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -672243.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -672267.750000 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -672267.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -672300.687500 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -672300.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -672333.625000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -672333.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -672369.937500 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -672369.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -672430.375000 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -672430.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -672526.687500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -672526.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -672601.750000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -672601.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -672671.750000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -672671.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -672714.750000 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -672714.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -672756.250000 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -672756.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -672783.125000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -672783.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -672799.312500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -672799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -672813.875000 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -672813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -672823.937500 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -672823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -672830.875000 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -672830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -672837.000000 Penalty: 4269.994629
	Iteration 33Q: 3 clusters Score -672837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -672838.562500 Penalty: 4269.994629
	Iteration 34Q: 3 clusters Score -672838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -672840.875000 Penalty: 4269.994629
	Iteration 35Q: 3 clusters Score -672840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -672841.062500 Penalty: 4269.994629
	Iteration 36Q: 3 clusters Score -672841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -672842.187500 Penalty: 4269.994629
	Iteration 37Q: 3 clusters Score -672842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -672842.187500 Penalty: 4269.994629
	Iteration 38F: 3 clusters Score -672842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -329522.500000 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -329522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -326915.218750 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -326915.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -327597.312500 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -327597.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -328134.593750 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -328134.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -328792.031250 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -328792 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -329485.093750 Penalty: 3782.778809
	Iteration 4F: 3 clusters Score -329485.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -329989.968750 Penalty: 3782.778809
	Iteration 5F: 3 clusters Score -329990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -330195.312500 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -330195.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -330221.156250 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -330221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -330232.375000 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -330232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -330236.812500 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -330236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -330237.593750 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -330237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330238.812500 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -330238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330239.125000 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -330239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330239.125000 Penalty: 3782.778809
	Iteration 13F: 3 clusters Score -330239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 916 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 1136 members 
Entering Unmasked Estep 
Score: -134488192.000000 Penalty: 248604.390625
Splitting cluster 67 changes total score from -134488624.000000 to -134488192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -47977.902344 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -47977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46815.378906 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -46815.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46997.929688 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -46997.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47069.425781 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -47069.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47091.578125 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -47091.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47102.972656 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -47102.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47110.667969 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -47110.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47114.878906 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -47114.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47123.476562 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -47123.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47125.324219 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -47125.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47129.328125 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -47129.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47142.218750 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -47142.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47179.335938 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -47179.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47190.382812 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -47190.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47195.343750 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -47195.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47198.562500 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -47198.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47198.562500 Penalty: 2966.781494
	Iteration 15F: 3 clusters Score -47198.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -201025.375000 Penalty: 1837.615967
	Iteration 0F: 2 clusters Score -201025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198634.171875 Penalty: 3675.231934
	Iteration 0F: 3 clusters Score -198634.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199011.046875 Penalty: 3675.231934
	Iteration 1F: 3 clusters Score -199011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -199116.265625 Penalty: 3675.231934
	Iteration 2F: 3 clusters Score -199116.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199159.031250 Penalty: 3675.231934
	Iteration 3Q: 3 clusters Score -199159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -199184.687500 Penalty: 3675.231934
	Iteration 4Q: 3 clusters Score -199184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -199196.781250 Penalty: 3675.231934
	Iteration 5Q: 3 clusters Score -199196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199203.828125 Penalty: 3675.231934
	Iteration 6Q: 3 clusters Score -199203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199209.875000 Penalty: 3675.231934
	Iteration 7Q: 3 clusters Score -199209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199213.718750 Penalty: 3675.231934
	Iteration 8Q: 3 clusters Score -199213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199216.968750 Penalty: 3675.231934
	Iteration 9Q: 3 clusters Score -199217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199218.531250 Penalty: 3675.231934
	Iteration 10Q: 3 clusters Score -199218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -199219.031250 Penalty: 3675.231934
	Iteration 11Q: 3 clusters Score -199219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199220.656250 Penalty: 3675.231934
	Iteration 12Q: 3 clusters Score -199220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199224.468750 Penalty: 3675.231934
	Iteration 13Q: 3 clusters Score -199224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199227.109375 Penalty: 3675.231934
	Iteration 14Q: 3 clusters Score -199227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199229.015625 Penalty: 3675.231934
	Iteration 15Q: 3 clusters Score -199229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199231.453125 Penalty: 3675.231934
	Iteration 16Q: 3 clusters Score -199231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199232.046875 Penalty: 3675.231934
	Iteration 17Q: 3 clusters Score -199232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199232.656250 Penalty: 3675.231934
	Iteration 18Q: 3 clusters Score -199232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199232.640625 Penalty: 3675.231934
	Iteration 19Q: 3 clusters Score -199232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199233.312500 Penalty: 3675.231934
	Iteration 20F: 3 clusters Score -199233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -237158.921875 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -237158.9 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 774 members 
Entering Unmasked Estep 
Score: -234937.453125 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -234937.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -235906.046875 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -235906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -236760.906250 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -236760.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -237194.515625 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -237194.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -237420.953125 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -237421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -237545.343750 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -237545.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237612.046875 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -237612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -237683.218750 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -237683.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -237743.515625 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -237743.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -237791.187500 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -237791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -237805.312500 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -237805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237811.890625 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -237811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237814.265625 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -237814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237818.250000 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -237818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237819.609375 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -237819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237820.843750 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -237820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237820.843750 Penalty: 3634.905029
	Iteration 16F: 3 clusters Score -237820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 676 members 
Mstep: Class 71 contains 235915 members 
Mstep: Class 72 contains 847 members 
Entering Unmasked Estep 
Score: -134488160.000000 Penalty: 248604.390625
Splitting cluster 70 changes total score from -134488624.000000 to -134488160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 132800 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68144 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 35561 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7225 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35675 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12204 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26979 members 
Mstep: Class 58 contains 17227 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489152.000000 Penalty: 245151.562500
Iteration 199Q: 72 clusters Score -1.344892e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 132877 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10188 members 
Mstep: Class 7 contains 51948 members 
Mstep: Class 8 contains 41613 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 6517 members 
Mstep: Class 17 contains 27719 members 
Mstep: Class 18 contains 34864 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 67625 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27097 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68169 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 35627 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12471 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15155 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7228 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35751 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12205 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 26996 members 
Mstep: Class 58 contains 17224 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1863 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 235131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489456.000000 Penalty: 245151.562500
Iteration 200F: 72 clusters Score -1.344895e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 132693 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 51613 members 
Mstep: Class 8 contains 41589 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 27688 members 
Mstep: Class 18 contains 34862 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9381 members 
Mstep: Class 22 contains 67412 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27072 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 35544 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12468 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15152 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7214 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35637 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12205 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27009 members 
Mstep: Class 58 contains 17221 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1864 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 236236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489664.000000 Penalty: 245151.562500
Iteration 201Q: 72 clusters Score -1.344897e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 132571 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 51400 members 
Mstep: Class 8 contains 41580 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9168 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 27660 members 
Mstep: Class 18 contains 34864 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 67244 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27063 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67988 members 
Mstep: Class 33 contains 2841 members 
Mstep: Class 34 contains 35498 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12472 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 15148 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7211 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35546 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12206 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27018 members 
Mstep: Class 58 contains 17217 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1865 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 236976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489616.000000 Penalty: 245151.562500
Iteration 202Q: 72 clusters Score -1.344896e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 25589 members 
Mstep: Class 3 contains 132499 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 51257 members 
Mstep: Class 8 contains 41583 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 27640 members 
Mstep: Class 18 contains 34857 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 67110 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11595 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67935 members 
Mstep: Class 33 contains 2835 members 
Mstep: Class 34 contains 35472 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12475 members 
Mstep: Class 37 contains 3429 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15141 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7209 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35470 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12208 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27025 members 
Mstep: Class 58 contains 17212 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1866 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 237497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489488.000000 Penalty: 245151.562500
Iteration 203Q: 72 clusters Score -1.344895e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 25589 members 
Mstep: Class 3 contains 132450 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10164 members 
Mstep: Class 7 contains 51144 members 
Mstep: Class 8 contains 41596 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 27613 members 
Mstep: Class 18 contains 34856 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27069 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67895 members 
Mstep: Class 33 contains 2840 members 
Mstep: Class 34 contains 35452 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12478 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5499 members 
Mstep: Class 40 contains 15132 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7208 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35403 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12211 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27032 members 
Mstep: Class 58 contains 17206 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1866 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 237895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489248.000000 Penalty: 245151.562500
Iteration 204Q: 72 clusters Score -1.344892e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 25587 members 
Mstep: Class 3 contains 132430 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10152 members 
Mstep: Class 7 contains 51081 members 
Mstep: Class 8 contains 41612 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 6599 members 
Mstep: Class 17 contains 27592 members 
Mstep: Class 18 contains 34855 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 66888 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27079 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11596 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67871 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 35432 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5500 members 
Mstep: Class 40 contains 15123 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7207 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35342 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12211 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8420 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27039 members 
Mstep: Class 58 contains 17204 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1866 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489072.000000 Penalty: 245151.562500
Iteration 205Q: 72 clusters Score -1.344891e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 25585 members 
Mstep: Class 3 contains 132419 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 51028 members 
Mstep: Class 8 contains 41630 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 27570 members 
Mstep: Class 18 contains 34852 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9381 members 
Mstep: Class 22 contains 66780 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27090 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11599 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67851 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 35420 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12484 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15112 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7206 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35298 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12210 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27049 members 
Mstep: Class 58 contains 17203 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1866 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489280.000000 Penalty: 245151.562500
Iteration 206Q: 72 clusters Score -1.344893e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 25585 members 
Mstep: Class 3 contains 132410 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 50980 members 
Mstep: Class 8 contains 41645 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11816 members 
Mstep: Class 16 contains 6638 members 
Mstep: Class 17 contains 27548 members 
Mstep: Class 18 contains 34849 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 66699 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11603 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67837 members 
Mstep: Class 33 contains 2839 members 
Mstep: Class 34 contains 35410 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12484 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15105 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7208 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35258 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12209 members 
Mstep: Class 49 contains 3462 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5157 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27058 members 
Mstep: Class 58 contains 17200 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1866 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489072.000000 Penalty: 245151.562500
Iteration 207Q: 72 clusters Score -1.344891e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 25586 members 
Mstep: Class 3 contains 132409 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 7 contains 50942 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11817 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 27534 members 
Mstep: Class 18 contains 34849 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 66642 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27117 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11606 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67815 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 35400 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12485 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15098 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7209 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35223 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12211 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8421 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27071 members 
Mstep: Class 58 contains 17200 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1867 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489072.000000 Penalty: 245151.562500
Iteration 208Q: 72 clusters Score -1.344891e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 25586 members 
Mstep: Class 3 contains 132410 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 50914 members 
Mstep: Class 8 contains 41664 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 27525 members 
Mstep: Class 18 contains 34853 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9381 members 
Mstep: Class 22 contains 66597 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27125 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11612 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67802 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 35391 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12483 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15085 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7208 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35197 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12212 members 
Mstep: Class 49 contains 3464 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27083 members 
Mstep: Class 58 contains 17197 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1868 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489024.000000 Penalty: 245151.562500
Iteration 209Q: 72 clusters Score -1.34489e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 25586 members 
Mstep: Class 3 contains 132410 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10115 members 
Mstep: Class 7 contains 50899 members 
Mstep: Class 8 contains 41674 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11817 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 27518 members 
Mstep: Class 18 contains 34852 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 66563 members 
Mstep: Class 23 contains 12347 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27133 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11616 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67791 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 35387 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12483 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15065 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7206 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35184 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12213 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27101 members 
Mstep: Class 58 contains 17194 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1870 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1652 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489120.000000 Penalty: 245151.562500
Iteration 210Q: 72 clusters Score -1.344891e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 25589 members 
Mstep: Class 3 contains 132402 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 50897 members 
Mstep: Class 8 contains 41692 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 27510 members 
Mstep: Class 18 contains 34850 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 66536 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27133 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11619 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67778 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 35385 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15046 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7204 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35172 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12214 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27113 members 
Mstep: Class 58 contains 17192 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1877 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489152.000000 Penalty: 245151.562500
Iteration 211Q: 72 clusters Score -1.344892e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 25590 members 
Mstep: Class 3 contains 132400 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10100 members 
Mstep: Class 7 contains 50882 members 
Mstep: Class 8 contains 41712 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11822 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 34850 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 66515 members 
Mstep: Class 23 contains 12346 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27136 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11622 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67764 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5502 members 
Mstep: Class 40 contains 15023 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7202 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35168 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12214 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1685 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27130 members 
Mstep: Class 58 contains 17191 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1883 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 238990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489168.000000 Penalty: 245151.562500
Iteration 212Q: 72 clusters Score -1.344892e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 25590 members 
Mstep: Class 3 contains 132400 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10094 members 
Mstep: Class 7 contains 50866 members 
Mstep: Class 8 contains 41736 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11824 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 27503 members 
Mstep: Class 18 contains 34849 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 66497 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 27135 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11628 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67750 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 35384 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 14995 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7197 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35165 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12214 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1686 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27142 members 
Mstep: Class 58 contains 17189 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1892 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489216.000000 Penalty: 245151.562500
Iteration 213Q: 72 clusters Score -1.344892e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 25590 members 
Mstep: Class 3 contains 132404 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10087 members 
Mstep: Class 7 contains 50853 members 
Mstep: Class 8 contains 41755 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9184 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 6710 members 
Mstep: Class 17 contains 27499 members 
Mstep: Class 18 contains 34846 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 66484 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 27132 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11637 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67744 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35384 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3429 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5503 members 
Mstep: Class 40 contains 14972 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4839 members 
Mstep: Class 46 contains 35159 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12217 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27146 members 
Mstep: Class 58 contains 17191 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1897 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489216.000000 Penalty: 245151.562500
Iteration 214Q: 72 clusters Score -1.344892e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 25589 members 
Mstep: Class 3 contains 132406 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10083 members 
Mstep: Class 7 contains 50840 members 
Mstep: Class 8 contains 41771 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 27496 members 
Mstep: Class 18 contains 34844 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 66468 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 27135 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11645 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67734 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35386 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14952 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7190 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35151 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12217 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27146 members 
Mstep: Class 58 contains 17190 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1900 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489200.000000 Penalty: 245151.562500
Iteration 215Q: 72 clusters Score -1.344892e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 25590 members 
Mstep: Class 3 contains 132403 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10080 members 
Mstep: Class 7 contains 50833 members 
Mstep: Class 8 contains 41796 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9188 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 34841 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9385 members 
Mstep: Class 22 contains 66450 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 27140 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11651 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67727 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35388 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14927 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35142 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12218 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27146 members 
Mstep: Class 58 contains 17186 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1902 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489136.000000 Penalty: 245151.562500
Iteration 216Q: 72 clusters Score -1.344891e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 132403 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10079 members 
Mstep: Class 7 contains 50826 members 
Mstep: Class 8 contains 41818 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 34839 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 66435 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 27137 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11656 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67720 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35390 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14903 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35134 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12219 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27148 members 
Mstep: Class 58 contains 17185 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1905 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489168.000000 Penalty: 245151.562500
Iteration 217Q: 72 clusters Score -1.344892e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 132405 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10074 members 
Mstep: Class 7 contains 50820 members 
Mstep: Class 8 contains 41842 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11837 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 34838 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9391 members 
Mstep: Class 22 contains 66416 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27131 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11663 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67713 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35389 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14877 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35134 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12222 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27153 members 
Mstep: Class 58 contains 17184 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1910 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489136.000000 Penalty: 245151.562500
Iteration 218Q: 72 clusters Score -1.344891e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 25589 members 
Mstep: Class 3 contains 132404 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 50821 members 
Mstep: Class 8 contains 41871 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9192 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11841 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 34838 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66406 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27128 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11671 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67705 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35389 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14849 members 
Mstep: Class 41 contains 7525 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35127 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27155 members 
Mstep: Class 58 contains 17181 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1914 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489056.000000 Penalty: 245151.562500
Iteration 219Q: 72 clusters Score -1.344891e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 25587 members 
Mstep: Class 3 contains 132399 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 50817 members 
Mstep: Class 8 contains 41901 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11845 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 34837 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9392 members 
Mstep: Class 22 contains 66397 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 27126 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67700 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35390 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14816 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35125 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12224 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27160 members 
Mstep: Class 58 contains 17176 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1919 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 220F: 72 clusters Score -1.344889e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 25587 members 
Mstep: Class 3 contains 132396 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10053 members 
Mstep: Class 7 contains 50817 members 
Mstep: Class 8 contains 41934 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9192 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11849 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9392 members 
Mstep: Class 22 contains 66389 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27130 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11694 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67693 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35389 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12482 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14784 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35122 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12222 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27167 members 
Mstep: Class 58 contains 17172 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1924 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488864.000000 Penalty: 245151.562500
Iteration 221Q: 72 clusters Score -1.344889e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 25583 members 
Mstep: Class 3 contains 132396 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 50812 members 
Mstep: Class 8 contains 41950 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11851 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 27477 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 66385 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27136 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11706 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67688 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35391 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14769 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35118 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12221 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8419 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27179 members 
Mstep: Class 58 contains 17166 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488864.000000 Penalty: 245151.562500
Iteration 222Q: 72 clusters Score -1.344889e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 25583 members 
Mstep: Class 3 contains 132391 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10037 members 
Mstep: Class 7 contains 50810 members 
Mstep: Class 8 contains 41962 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 27476 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66382 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27142 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11716 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67676 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 35394 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14754 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35116 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12221 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27190 members 
Mstep: Class 58 contains 17162 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488848.000000 Penalty: 245151.562500
Iteration 223Q: 72 clusters Score -1.344888e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 25583 members 
Mstep: Class 3 contains 132384 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10034 members 
Mstep: Class 7 contains 50806 members 
Mstep: Class 8 contains 41977 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9188 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27476 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 66375 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27150 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11726 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67658 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35398 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35116 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12221 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2641 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8418 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
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Mstep: Class 58 contains 17160 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488816.000000 Penalty: 245151.562500
Iteration 224Q: 72 clusters Score -1.344888e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 25581 members 
Mstep: Class 3 contains 132384 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10031 members 
Mstep: Class 7 contains 50808 members 
Mstep: Class 8 contains 41989 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27473 members 
Mstep: Class 18 contains 34830 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 66372 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27154 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11732 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67642 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14723 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35115 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12222 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27213 members 
Mstep: Class 58 contains 17154 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488784.000000 Penalty: 245151.562500
Iteration 225Q: 72 clusters Score -1.344888e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 25582 members 
Mstep: Class 3 contains 132381 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 50808 members 
Mstep: Class 8 contains 41996 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9196 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27471 members 
Mstep: Class 18 contains 34830 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66367 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27159 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11735 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67633 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14717 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35110 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12222 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27219 members 
Mstep: Class 58 contains 17152 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4535 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488848.000000 Penalty: 245151.562500
Iteration 226Q: 72 clusters Score -1.344888e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 25582 members 
Mstep: Class 3 contains 132381 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10019 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 41998 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9200 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27472 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66366 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27160 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67620 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35400 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14712 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35110 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27225 members 
Mstep: Class 58 contains 17151 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4536 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488768.000000 Penalty: 245151.562500
Iteration 227Q: 72 clusters Score -1.344888e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 25579 members 
Mstep: Class 3 contains 132378 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10018 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 42000 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9200 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11867 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27472 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66363 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27163 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67611 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14711 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35108 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27227 members 
Mstep: Class 58 contains 17149 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488752.000000 Penalty: 245151.562500
Iteration 228Q: 72 clusters Score -1.344888e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 25578 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10016 members 
Mstep: Class 7 contains 50803 members 
Mstep: Class 8 contains 42002 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11870 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27472 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66359 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27168 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11741 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67598 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14705 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35108 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27235 members 
Mstep: Class 58 contains 17144 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488768.000000 Penalty: 245151.562500
Iteration 229Q: 72 clusters Score -1.344888e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25578 members 
Mstep: Class 3 contains 132371 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10013 members 
Mstep: Class 7 contains 50804 members 
Mstep: Class 8 contains 42004 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11878 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27470 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66360 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27173 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11743 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67590 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35400 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14699 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35105 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27233 members 
Mstep: Class 58 contains 17142 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488688.000000 Penalty: 245151.562500
Iteration 230Q: 72 clusters Score -1.344887e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 25579 members 
Mstep: Class 3 contains 132371 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 50806 members 
Mstep: Class 8 contains 42005 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27469 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 66361 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27177 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11746 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67576 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35400 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14693 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35102 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27238 members 
Mstep: Class 58 contains 17137 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 245151.562500
Iteration 231Q: 72 clusters Score -1.344888e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25579 members 
Mstep: Class 3 contains 132372 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 50804 members 
Mstep: Class 8 contains 42006 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11892 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27469 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 66361 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27177 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11747 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67566 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14690 members 
Mstep: Class 41 contains 7526 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35099 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27251 members 
Mstep: Class 58 contains 17127 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488896.000000 Penalty: 245151.562500
Iteration 232Q: 72 clusters Score -1.344889e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132372 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9999 members 
Mstep: Class 7 contains 50804 members 
Mstep: Class 8 contains 42008 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9218 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11898 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27468 members 
Mstep: Class 18 contains 34830 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66359 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27181 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11750 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67558 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14687 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35097 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27256 members 
Mstep: Class 58 contains 17120 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 245151.562500
Iteration 233Q: 72 clusters Score -1.344888e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132367 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9995 members 
Mstep: Class 7 contains 50804 members 
Mstep: Class 8 contains 42010 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27467 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66359 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27181 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11749 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67554 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14684 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35095 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27269 members 
Mstep: Class 58 contains 17115 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 245151.562500
Iteration 234Q: 72 clusters Score -1.344888e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 25572 members 
Mstep: Class 3 contains 132367 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 50803 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11900 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27466 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66359 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27184 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11750 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67547 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35398 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14684 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35094 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12223 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8417 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27281 members 
Mstep: Class 58 contains 17108 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488784.000000 Penalty: 245151.562500
Iteration 235Q: 72 clusters Score -1.344888e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25572 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 50802 members 
Mstep: Class 8 contains 42008 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11903 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27465 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66359 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27186 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11750 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67539 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35400 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14683 members 
Mstep: Class 41 contains 7527 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35092 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12224 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8416 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27295 members 
Mstep: Class 58 contains 17102 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488704.000000 Penalty: 245151.562500
Iteration 236Q: 72 clusters Score -1.344887e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132362 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9226 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11903 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27464 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66357 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27185 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11750 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67529 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14682 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35091 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12225 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8416 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27305 members 
Mstep: Class 58 contains 17101 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488736.000000 Penalty: 245151.562500
Iteration 237Q: 72 clusters Score -1.344887e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9977 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 42010 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11906 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66355 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27188 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11751 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67518 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35404 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14680 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35089 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8416 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27306 members 
Mstep: Class 58 contains 17101 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488736.000000 Penalty: 245151.562500
Iteration 238Q: 72 clusters Score -1.344887e+08 nChanged 39
Entering ConstructFrom: 
Score: -134488736.000000 Penalty: 245151.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Entering Unmasked Estep 
Score: -1338796.625000 Penalty: 2301.545654
	Iteration 0F: 2 clusters Score -1338797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1330595.000000 Penalty: 4603.091309
	Iteration 0F: 3 clusters Score -1330595 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1332936.500000 Penalty: 4603.091309
	Iteration 1F: 3 clusters Score -1332936 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1333293.000000 Penalty: 4603.091309
	Iteration 2F: 3 clusters Score -1333293 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1333544.625000 Penalty: 4603.091309
	Iteration 3F: 3 clusters Score -1333545 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1333757.500000 Penalty: 4603.091309
	Iteration 4Q: 3 clusters Score -1333758 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1333953.625000 Penalty: 4603.091309
	Iteration 5Q: 3 clusters Score -1333954 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1334172.750000 Penalty: 4603.091309
	Iteration 6Q: 3 clusters Score -1334173 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1334421.625000 Penalty: 4603.091309
	Iteration 7Q: 3 clusters Score -1334422 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1334702.875000 Penalty: 4603.091309
	Iteration 8Q: 3 clusters Score -1334703 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1334992.875000 Penalty: 4603.091309
	Iteration 9Q: 3 clusters Score -1334993 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1335301.500000 Penalty: 4603.091309
	Iteration 10Q: 3 clusters Score -1335302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1335591.000000 Penalty: 4603.091309
	Iteration 11Q: 3 clusters Score -1335591 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1335831.625000 Penalty: 4603.091309
	Iteration 12Q: 3 clusters Score -1335832 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1336043.250000 Penalty: 4603.091309
	Iteration 13Q: 3 clusters Score -1336043 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1336222.375000 Penalty: 4603.091309
	Iteration 14Q: 3 clusters Score -1336222 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1336376.125000 Penalty: 4603.091309
	Iteration 15Q: 3 clusters Score -1336376 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1336492.625000 Penalty: 4603.091309
	Iteration 16Q: 3 clusters Score -1336493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1336566.750000 Penalty: 4603.091309
	Iteration 17Q: 3 clusters Score -1336567 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1336627.875000 Penalty: 4603.091309
	Iteration 18Q: 3 clusters Score -1336628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1336671.250000 Penalty: 4603.091309
	Iteration 19Q: 3 clusters Score -1336671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1336712.250000 Penalty: 4603.091309
	Iteration 20F: 3 clusters Score -1336712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1336741.125000 Penalty: 4603.091309
	Iteration 21Q: 3 clusters Score -1336741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1336758.625000 Penalty: 4603.091309
	Iteration 22Q: 3 clusters Score -1336759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1336777.875000 Penalty: 4603.091309
	Iteration 23Q: 3 clusters Score -1336778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1336797.750000 Penalty: 4603.091309
	Iteration 24Q: 3 clusters Score -1336798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1336813.000000 Penalty: 4603.091309
	Iteration 25Q: 3 clusters Score -1336813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1336825.875000 Penalty: 4603.091309
	Iteration 26Q: 3 clusters Score -1336826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1336836.000000 Penalty: 4603.091309
	Iteration 27Q: 3 clusters Score -1336836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1336848.625000 Penalty: 4603.091309
	Iteration 28Q: 3 clusters Score -1336849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1336855.125000 Penalty: 4603.091309
	Iteration 29Q: 3 clusters Score -1336855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1336862.375000 Penalty: 4603.091309
	Iteration 30Q: 3 clusters Score -1336862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1336865.000000 Penalty: 4603.091309
	Iteration 31Q: 3 clusters Score -1336865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1336870.250000 Penalty: 4603.091309
	Iteration 32Q: 3 clusters Score -1336870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1336879.500000 Penalty: 4603.091309
	Iteration 33Q: 3 clusters Score -1336880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1336887.750000 Penalty: 4603.091309
	Iteration 34Q: 3 clusters Score -1336888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1336893.500000 Penalty: 4603.091309
	Iteration 35Q: 3 clusters Score -1336894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1336894.375000 Penalty: 4603.091309
	Iteration 36Q: 3 clusters Score -1336894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1336897.375000 Penalty: 4603.091309
	Iteration 37Q: 3 clusters Score -1336897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1336901.250000 Penalty: 4603.091309
	Iteration 38Q: 3 clusters Score -1336901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1336902.375000 Penalty: 4603.091309
	Iteration 39Q: 3 clusters Score -1336902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1336907.875000 Penalty: 4603.091309
	Iteration 40F: 3 clusters Score -1336908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Entering Unmasked Estep 
Score: -3143438.000000 Penalty: 2517.024414
	Iteration 0F: 2 clusters Score -3143438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3125731.750000 Penalty: 5034.048828
	Iteration 0F: 3 clusters Score -3125732 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3132395.000000 Penalty: 5034.048828
	Iteration 1F: 3 clusters Score -3132395 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3133265.500000 Penalty: 5034.048828
	Iteration 2F: 3 clusters Score -3133266 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3134228.250000 Penalty: 5034.048828
	Iteration 3F: 3 clusters Score -3134228 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3135239.750000 Penalty: 5034.048828
	Iteration 4F: 3 clusters Score -3135240 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3136344.250000 Penalty: 5034.048828
	Iteration 5F: 3 clusters Score -3136344 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3137532.500000 Penalty: 5034.048828
	Iteration 6F: 3 clusters Score -3137532 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3138752.250000 Penalty: 5034.048828
	Iteration 7F: 3 clusters Score -3138752 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3140022.250000 Penalty: 5034.048828
	Iteration 8F: 3 clusters Score -3140022 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3141108.250000 Penalty: 5034.048828
	Iteration 9F: 3 clusters Score -3141108 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3141725.750000 Penalty: 5034.048828
	Iteration 10Q: 3 clusters Score -3141726 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3142024.500000 Penalty: 5034.048828
	Iteration 11Q: 3 clusters Score -3142024 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3142186.250000 Penalty: 5034.048828
	Iteration 12Q: 3 clusters Score -3142186 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3142297.000000 Penalty: 5034.048828
	Iteration 13Q: 3 clusters Score -3142297 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3142394.250000 Penalty: 5034.048828
	Iteration 14Q: 3 clusters Score -3142394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3142485.500000 Penalty: 5034.048828
	Iteration 15Q: 3 clusters Score -3142486 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3142569.750000 Penalty: 5034.048828
	Iteration 16Q: 3 clusters Score -3142570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3142628.750000 Penalty: 5034.048828
	Iteration 17Q: 3 clusters Score -3142629 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3142675.500000 Penalty: 5034.048828
	Iteration 18Q: 3 clusters Score -3142676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3142710.750000 Penalty: 5034.048828
	Iteration 19Q: 3 clusters Score -3142711 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3142745.000000 Penalty: 5034.048828
	Iteration 20F: 3 clusters Score -3142745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3142764.250000 Penalty: 5034.048828
	Iteration 21Q: 3 clusters Score -3142764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3142780.750000 Penalty: 5034.048828
	Iteration 22Q: 3 clusters Score -3142781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3142776.250000 Penalty: 5034.048828
	Iteration 23Q: 3 clusters Score -3142776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3142786.250000 Penalty: 5034.048828
	Iteration 24Q: 3 clusters Score -3142786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3142794.250000 Penalty: 5034.048828
	Iteration 25Q: 3 clusters Score -3142794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3142806.500000 Penalty: 5034.048828
	Iteration 26Q: 3 clusters Score -3142806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3142808.750000 Penalty: 5034.048828
	Iteration 27Q: 3 clusters Score -3142809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3142815.000000 Penalty: 5034.048828
	Iteration 28Q: 3 clusters Score -3142815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3142814.000000 Penalty: 5034.048828
	Iteration 29Q: 3 clusters Score -3142814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3142811.750000 Penalty: 5034.048828
	Iteration 30Q: 3 clusters Score -3142812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3142809.000000 Penalty: 5034.048828
	Iteration 31Q: 3 clusters Score -3142809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3142812.500000 Penalty: 5034.048828
	Iteration 32Q: 3 clusters Score -3142812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3142816.000000 Penalty: 5034.048828
	Iteration 33Q: 3 clusters Score -3142816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3142820.500000 Penalty: 5034.048828
	Iteration 34Q: 3 clusters Score -3142820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3142818.250000 Penalty: 5034.048828
	Iteration 35Q: 3 clusters Score -3142818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3142814.000000 Penalty: 5034.048828
	Iteration 36Q: 3 clusters Score -3142814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3142816.500000 Penalty: 5034.048828
	Iteration 37Q: 3 clusters Score -3142816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3142817.500000 Penalty: 5034.048828
	Iteration 38Q: 3 clusters Score -3142818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3142820.750000 Penalty: 5034.048828
	Iteration 39Q: 3 clusters Score -3142821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3142819.500000 Penalty: 5034.048828
	Iteration 40F: 3 clusters Score -3142820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3142818.250000 Penalty: 5034.048828
	Iteration 41Q: 3 clusters Score -3142818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3142818.250000 Penalty: 5034.048828
	Iteration 42F: 3 clusters Score -3142818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Entering Unmasked Estep 
Score: -16546560.000000 Penalty: 2924.739258
	Iteration 0F: 2 clusters Score -1.654656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -16457651.000000 Penalty: 5849.478516
	Iteration 0F: 3 clusters Score -1.645765e+07 nChanged 63179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -16493683.000000 Penalty: 5849.478516
	Iteration 1F: 3 clusters Score -1.649368e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -16494365.000000 Penalty: 5849.478516
	Iteration 2Q: 3 clusters Score -1.649436e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -16494894.000000 Penalty: 5849.478516
	Iteration 3Q: 3 clusters Score -1.649489e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -16495546.000000 Penalty: 5849.478516
	Iteration 4Q: 3 clusters Score -1.649555e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -16496370.000000 Penalty: 5849.478516
	Iteration 5Q: 3 clusters Score -1.649637e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -16497348.000000 Penalty: 5849.478516
	Iteration 6Q: 3 clusters Score -1.649735e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -16498628.000000 Penalty: 5849.478516
	Iteration 7Q: 3 clusters Score -1.649863e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -16500730.000000 Penalty: 5849.478516
	Iteration 8Q: 3 clusters Score -1.650073e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -16504170.000000 Penalty: 5849.478516
	Iteration 9F: 3 clusters Score -1.650417e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -16510164.000000 Penalty: 5849.478516
	Iteration 10F: 3 clusters Score -1.651016e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -16518462.000000 Penalty: 5849.478516
	Iteration 11F: 3 clusters Score -1.651846e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -16527988.000000 Penalty: 5849.478516
	Iteration 12F: 3 clusters Score -1.652799e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -16535912.000000 Penalty: 5849.478516
	Iteration 13F: 3 clusters Score -1.653591e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -16540623.000000 Penalty: 5849.478516
	Iteration 14Q: 3 clusters Score -1.654062e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -16542618.000000 Penalty: 5849.478516
	Iteration 15Q: 3 clusters Score -1.654262e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -16543439.000000 Penalty: 5849.478516
	Iteration 16Q: 3 clusters Score -1.654344e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -16543711.000000 Penalty: 5849.478516
	Iteration 17Q: 3 clusters Score -1.654371e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -16543827.000000 Penalty: 5849.478516
	Iteration 18Q: 3 clusters Score -1.654383e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -16543918.000000 Penalty: 5849.478516
	Iteration 19Q: 3 clusters Score -1.654392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -16543963.000000 Penalty: 5849.478516
	Iteration 20F: 3 clusters Score -1.654396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -16543997.000000 Penalty: 5849.478516
	Iteration 21Q: 3 clusters Score -1.6544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -16544042.000000 Penalty: 5849.478516
	Iteration 22Q: 3 clusters Score -1.654404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 131993 members 
Entering Unmasked Estep 
Score: -16544053.000000 Penalty: 5849.478516
	Iteration 23Q: 3 clusters Score -1.654405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -16544065.000000 Penalty: 5849.478516
	Iteration 24Q: 3 clusters Score -1.654406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -16544049.000000 Penalty: 5849.478516
	Iteration 25Q: 3 clusters Score -1.654405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 132009 members 
Entering Unmasked Estep 
Score: -16544050.000000 Penalty: 5849.478516
	Iteration 26Q: 3 clusters Score -1.654405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -16544042.000000 Penalty: 5849.478516
	Iteration 27Q: 3 clusters Score -1.654404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -16544055.000000 Penalty: 5849.478516
	Iteration 28Q: 3 clusters Score -1.654406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 132018 members 
Entering Unmasked Estep 
Score: -16544068.000000 Penalty: 5849.478516
	Iteration 29Q: 3 clusters Score -1.654407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -16544064.000000 Penalty: 5849.478516
	Iteration 30Q: 3 clusters Score -1.654406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -16544070.000000 Penalty: 5849.478516
	Iteration 31Q: 3 clusters Score -1.654407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -16544070.000000 Penalty: 5849.478516
	Iteration 32F: 3 clusters Score -1.654407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1130288.875000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -1130289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1122574.750000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -1122575 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1125083.125000 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -1125083 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1125554.125000 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -1125554 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1125896.500000 Penalty: 4575.811035
	Iteration 3F: 3 clusters Score -1125896 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1126208.125000 Penalty: 4575.811035
	Iteration 4F: 3 clusters Score -1126208 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1126508.000000 Penalty: 4575.811035
	Iteration 5F: 3 clusters Score -1126508 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1126786.875000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -1126787 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1127045.750000 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -1127046 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1127265.500000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -1127266 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1127460.250000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -1127460 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1127672.000000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -1127672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1127901.125000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -1127901 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1128077.750000 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -1128078 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1128236.875000 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -1128237 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1128351.125000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -1128351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1128443.750000 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -1128444 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1128522.500000 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -1128522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1128588.625000 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -1128589 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1128653.375000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -1128653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1128703.125000 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -1128703 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1128746.625000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -1128747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1128775.375000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -1128775 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1128806.875000 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -1128807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1128827.375000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -1128827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1128844.250000 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -1128844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1128860.750000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -1128861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1128872.000000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -1128872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1128876.625000 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -1128877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1128881.625000 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -1128882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1128891.000000 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -1128891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1128899.625000 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -1128900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1128902.125000 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -1128902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1128914.750000 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -1128915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1128918.500000 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -1128918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1128916.750000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -1128917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1128918.500000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -1128918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1128921.250000 Penalty: 4575.811035
	Iteration 36Q: 3 clusters Score -1128921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1128925.000000 Penalty: 4575.811035
	Iteration 37Q: 3 clusters Score -1128925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1128926.875000 Penalty: 4575.811035
	Iteration 38Q: 3 clusters Score -1128927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1128927.125000 Penalty: 4575.811035
	Iteration 39Q: 3 clusters Score -1128927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1128927.125000 Penalty: 4575.811035
	Iteration 40F: 3 clusters Score -1128927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -628753.687500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -628753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -624052.812500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -624052.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -625248.437500 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -625248.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -625468.500000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -625468.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -625644.750000 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -625644.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -625808.562500 Penalty: 4248.538574
	Iteration 4F: 3 clusters Score -625808.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -626001.000000 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -626001 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -626230.125000 Penalty: 4248.538574
	Iteration 6F: 3 clusters Score -626230.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -626498.812500 Penalty: 4248.538574
	Iteration 7F: 3 clusters Score -626498.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -626781.875000 Penalty: 4248.538574
	Iteration 8F: 3 clusters Score -626781.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -627030.500000 Penalty: 4248.538574
	Iteration 9F: 3 clusters Score -627030.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -627210.312500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -627210.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -627348.437500 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -627348.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -627459.937500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -627459.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -627522.937500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -627522.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -627558.250000 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -627558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -627576.062500 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -627576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -627584.750000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -627584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -627589.625000 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -627589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -627592.750000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -627592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -627596.437500 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -627596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -627600.187500 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -627600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -627605.437500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -627605.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -627610.375000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -627610.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -627613.187500 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -627613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -627615.687500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -627615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -627616.562500 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -627616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -627617.125000 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -627617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -627619.125000 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -627619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -627619.062500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -627619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -627618.750000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -627618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -627620.375000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -627620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -627621.000000 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -627621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -627620.312500 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -627620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627619.812500 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -627619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627619.812500 Penalty: 4248.538574
	Iteration 34F: 3 clusters Score -627619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Entering Unmasked Estep 
Score: -1214306.250000 Penalty: 2283.568359
	Iteration 0F: 2 clusters Score -1214306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1206636.750000 Penalty: 4567.136719
	Iteration 0F: 3 clusters Score -1206637 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1208872.125000 Penalty: 4567.136719
	Iteration 1F: 3 clusters Score -1208872 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1209223.375000 Penalty: 4567.136719
	Iteration 2F: 3 clusters Score -1209223 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1209574.000000 Penalty: 4567.136719
	Iteration 3F: 3 clusters Score -1209574 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1209940.750000 Penalty: 4567.136719
	Iteration 4F: 3 clusters Score -1209941 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1210302.000000 Penalty: 4567.136719
	Iteration 5F: 3 clusters Score -1210302 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1210644.875000 Penalty: 4567.136719
	Iteration 6F: 3 clusters Score -1210645 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1210932.375000 Penalty: 4567.136719
	Iteration 7Q: 3 clusters Score -1210932 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1211151.500000 Penalty: 4567.136719
	Iteration 8Q: 3 clusters Score -1211152 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1211341.500000 Penalty: 4567.136719
	Iteration 9Q: 3 clusters Score -1211342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1211511.375000 Penalty: 4567.136719
	Iteration 10Q: 3 clusters Score -1211511 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1211660.125000 Penalty: 4567.136719
	Iteration 11Q: 3 clusters Score -1211660 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1211792.875000 Penalty: 4567.136719
	Iteration 12Q: 3 clusters Score -1211793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1211931.875000 Penalty: 4567.136719
	Iteration 13Q: 3 clusters Score -1211932 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1212029.000000 Penalty: 4567.136719
	Iteration 14Q: 3 clusters Score -1212029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1212099.625000 Penalty: 4567.136719
	Iteration 15Q: 3 clusters Score -1212100 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1212147.125000 Penalty: 4567.136719
	Iteration 16Q: 3 clusters Score -1212147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1212185.500000 Penalty: 4567.136719
	Iteration 17Q: 3 clusters Score -1212186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1212208.000000 Penalty: 4567.136719
	Iteration 18Q: 3 clusters Score -1212208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1212225.500000 Penalty: 4567.136719
	Iteration 19Q: 3 clusters Score -1212226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1212237.625000 Penalty: 4567.136719
	Iteration 20F: 3 clusters Score -1212238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1212248.000000 Penalty: 4567.136719
	Iteration 21Q: 3 clusters Score -1212248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1212257.875000 Penalty: 4567.136719
	Iteration 22Q: 3 clusters Score -1212258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1212274.750000 Penalty: 4567.136719
	Iteration 23Q: 3 clusters Score -1212275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1212293.625000 Penalty: 4567.136719
	Iteration 24Q: 3 clusters Score -1212294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1212309.375000 Penalty: 4567.136719
	Iteration 25Q: 3 clusters Score -1212309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1212322.250000 Penalty: 4567.136719
	Iteration 26Q: 3 clusters Score -1212322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1212334.125000 Penalty: 4567.136719
	Iteration 27Q: 3 clusters Score -1212334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1212348.500000 Penalty: 4567.136719
	Iteration 28Q: 3 clusters Score -1212348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1212363.250000 Penalty: 4567.136719
	Iteration 29Q: 3 clusters Score -1212363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1212376.625000 Penalty: 4567.136719
	Iteration 30Q: 3 clusters Score -1212377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1212389.500000 Penalty: 4567.136719
	Iteration 31Q: 3 clusters Score -1212390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1212403.125000 Penalty: 4567.136719
	Iteration 32Q: 3 clusters Score -1212403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1212410.250000 Penalty: 4567.136719
	Iteration 33Q: 3 clusters Score -1212410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1212420.375000 Penalty: 4567.136719
	Iteration 34Q: 3 clusters Score -1212420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1212429.375000 Penalty: 4567.136719
	Iteration 35Q: 3 clusters Score -1212429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1212439.125000 Penalty: 4567.136719
	Iteration 36Q: 3 clusters Score -1212439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1212451.375000 Penalty: 4567.136719
	Iteration 37Q: 3 clusters Score -1212451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1212460.250000 Penalty: 4567.136719
	Iteration 38Q: 3 clusters Score -1212460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1212470.250000 Penalty: 4567.136719
	Iteration 39Q: 3 clusters Score -1212470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1212473.500000 Penalty: 4567.136719
	Iteration 40F: 3 clusters Score -1212474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1212474.125000 Penalty: 4567.136719
	Iteration 41Q: 3 clusters Score -1212474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1212478.500000 Penalty: 4567.136719
	Iteration 42Q: 3 clusters Score -1212478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1212482.250000 Penalty: 4567.136719
	Iteration 43Q: 3 clusters Score -1212482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1212484.875000 Penalty: 4567.136719
	Iteration 44Q: 3 clusters Score -1212485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1212487.375000 Penalty: 4567.136719
	Iteration 45Q: 3 clusters Score -1212487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1212486.500000 Penalty: 4567.136719
	Iteration 46Q: 3 clusters Score -1212486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1212488.875000 Penalty: 4567.136719
	Iteration 47Q: 3 clusters Score -1212489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1212491.875000 Penalty: 4567.136719
	Iteration 48Q: 3 clusters Score -1212492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1212493.125000 Penalty: 4567.136719
	Iteration 49Q: 3 clusters Score -1212493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1212498.500000 Penalty: 4567.136719
	Iteration 50Q: 3 clusters Score -1212498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1212504.125000 Penalty: 4567.136719
	Iteration 51Q: 3 clusters Score -1212504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1212502.000000 Penalty: 4567.136719
	Iteration 52Q: 3 clusters Score -1212502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1212508.500000 Penalty: 4567.136719
	Iteration 53Q: 3 clusters Score -1212508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1212518.000000 Penalty: 4567.136719
	Iteration 54Q: 3 clusters Score -1212518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1212523.750000 Penalty: 4567.136719
	Iteration 55Q: 3 clusters Score -1212524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1212531.500000 Penalty: 4567.136719
	Iteration 56Q: 3 clusters Score -1212532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1212535.125000 Penalty: 4567.136719
	Iteration 57Q: 3 clusters Score -1212535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1212538.375000 Penalty: 4567.136719
	Iteration 58Q: 3 clusters Score -1212538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1212543.000000 Penalty: 4567.136719
	Iteration 59Q: 3 clusters Score -1212543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1212547.000000 Penalty: 4567.136719
	Iteration 60F: 3 clusters Score -1212547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1212555.000000 Penalty: 4567.136719
	Iteration 61Q: 3 clusters Score -1212555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1212566.125000 Penalty: 4567.136719
	Iteration 62Q: 3 clusters Score -1212566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1212578.375000 Penalty: 4567.136719
	Iteration 63Q: 3 clusters Score -1212578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1212589.875000 Penalty: 4567.136719
	Iteration 64Q: 3 clusters Score -1212590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1212602.375000 Penalty: 4567.136719
	Iteration 65Q: 3 clusters Score -1212602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1212611.375000 Penalty: 4567.136719
	Iteration 66Q: 3 clusters Score -1212611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1212619.500000 Penalty: 4567.136719
	Iteration 67Q: 3 clusters Score -1212620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1212631.625000 Penalty: 4567.136719
	Iteration 68Q: 3 clusters Score -1212632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1212637.375000 Penalty: 4567.136719
	Iteration 69Q: 3 clusters Score -1212637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1212645.000000 Penalty: 4567.136719
	Iteration 70Q: 3 clusters Score -1212645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1212655.250000 Penalty: 4567.136719
	Iteration 71Q: 3 clusters Score -1212655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1212673.625000 Penalty: 4567.136719
	Iteration 72Q: 3 clusters Score -1212674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1212690.875000 Penalty: 4567.136719
	Iteration 73Q: 3 clusters Score -1212691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1212718.875000 Penalty: 4567.136719
	Iteration 74Q: 3 clusters Score -1212719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1212737.750000 Penalty: 4567.136719
	Iteration 75Q: 3 clusters Score -1212738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1212751.375000 Penalty: 4567.136719
	Iteration 76Q: 3 clusters Score -1212751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1212759.750000 Penalty: 4567.136719
	Iteration 77Q: 3 clusters Score -1212760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1212767.875000 Penalty: 4567.136719
	Iteration 78Q: 3 clusters Score -1212768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1212769.750000 Penalty: 4567.136719
	Iteration 79Q: 3 clusters Score -1212770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1212775.250000 Penalty: 4567.136719
	Iteration 80F: 3 clusters Score -1212775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1212782.875000 Penalty: 4567.136719
	Iteration 81Q: 3 clusters Score -1212783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1212787.625000 Penalty: 4567.136719
	Iteration 82Q: 3 clusters Score -1212788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1212787.375000 Penalty: 4567.136719
	Iteration 83Q: 3 clusters Score -1212787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1212790.000000 Penalty: 4567.136719
	Iteration 84Q: 3 clusters Score -1212790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1212788.375000 Penalty: 4567.136719
	Iteration 85Q: 3 clusters Score -1212788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1212794.000000 Penalty: 4567.136719
	Iteration 86Q: 3 clusters Score -1212794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1212790.375000 Penalty: 4567.136719
	Iteration 87Q: 3 clusters Score -1212790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1212795.125000 Penalty: 4567.136719
	Iteration 88Q: 3 clusters Score -1212795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1212794.375000 Penalty: 4567.136719
	Iteration 89Q: 3 clusters Score -1212794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1212796.000000 Penalty: 4567.136719
	Iteration 90Q: 3 clusters Score -1212796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1212798.750000 Penalty: 4567.136719
	Iteration 91Q: 3 clusters Score -1212799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1212799.375000 Penalty: 4567.136719
	Iteration 92Q: 3 clusters Score -1212799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1212799.375000 Penalty: 4567.136719
	Iteration 93Q: 3 clusters Score -1212799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1212797.500000 Penalty: 4567.136719
	Iteration 94Q: 3 clusters Score -1212798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1212798.500000 Penalty: 4567.136719
	Iteration 95Q: 3 clusters Score -1212798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1212797.625000 Penalty: 4567.136719
	Iteration 96Q: 3 clusters Score -1212798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1212800.250000 Penalty: 4567.136719
	Iteration 97Q: 3 clusters Score -1212800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1212799.875000 Penalty: 4567.136719
	Iteration 98Q: 3 clusters Score -1212800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1212797.250000 Penalty: 4567.136719
	Iteration 99Q: 3 clusters Score -1212797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1212798.750000 Penalty: 4567.136719
	Iteration 100F: 3 clusters Score -1212799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1212798.625000 Penalty: 4567.136719
	Iteration 101Q: 3 clusters Score -1212799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1212801.125000 Penalty: 4567.136719
	Iteration 102Q: 3 clusters Score -1212801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1212801.125000 Penalty: 4567.136719
	Iteration 103F: 3 clusters Score -1212801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Entering Unmasked Estep 
Score: -5905102.000000 Penalty: 2687.231934
	Iteration 0F: 2 clusters Score -5905102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5870652.000000 Penalty: 5374.463867
	Iteration 0F: 3 clusters Score -5870652 nChanged 23633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5884275.500000 Penalty: 5374.463867
	Iteration 1F: 3 clusters Score -5884276 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5885247.500000 Penalty: 5374.463867
	Iteration 2Q: 3 clusters Score -5885248 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5886411.000000 Penalty: 5374.463867
	Iteration 3Q: 3 clusters Score -5886411 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -5887829.500000 Penalty: 5374.463867
	Iteration 4F: 3 clusters Score -5887830 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5889518.000000 Penalty: 5374.463867
	Iteration 5F: 3 clusters Score -5889518 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5891436.500000 Penalty: 5374.463867
	Iteration 6F: 3 clusters Score -5891436 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -5893521.000000 Penalty: 5374.463867
	Iteration 7F: 3 clusters Score -5893521 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5895670.000000 Penalty: 5374.463867
	Iteration 8F: 3 clusters Score -5895670 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5897368.500000 Penalty: 5374.463867
	Iteration 9Q: 3 clusters Score -5897368 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -5898603.000000 Penalty: 5374.463867
	Iteration 10Q: 3 clusters Score -5898603 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5899514.500000 Penalty: 5374.463867
	Iteration 11Q: 3 clusters Score -5899514 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5900224.000000 Penalty: 5374.463867
	Iteration 12Q: 3 clusters Score -5900224 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5900933.500000 Penalty: 5374.463867
	Iteration 13Q: 3 clusters Score -5900934 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5901696.500000 Penalty: 5374.463867
	Iteration 14Q: 3 clusters Score -5901696 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5902339.000000 Penalty: 5374.463867
	Iteration 15Q: 3 clusters Score -5902339 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -5902994.500000 Penalty: 5374.463867
	Iteration 16Q: 3 clusters Score -5902994 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -5903547.500000 Penalty: 5374.463867
	Iteration 17Q: 3 clusters Score -5903548 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -5904009.500000 Penalty: 5374.463867
	Iteration 18Q: 3 clusters Score -5904010 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5904316.000000 Penalty: 5374.463867
	Iteration 19Q: 3 clusters Score -5904316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -5904576.500000 Penalty: 5374.463867
	Iteration 20F: 3 clusters Score -5904576 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -5904761.000000 Penalty: 5374.463867
	Iteration 21Q: 3 clusters Score -5904761 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -5904922.500000 Penalty: 5374.463867
	Iteration 22Q: 3 clusters Score -5904922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -5905057.000000 Penalty: 5374.463867
	Iteration 23Q: 3 clusters Score -5905057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -5905144.500000 Penalty: 5374.463867
	Iteration 24Q: 3 clusters Score -5905144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -5905180.500000 Penalty: 5374.463867
	Iteration 25Q: 3 clusters Score -5905180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -5905203.500000 Penalty: 5374.463867
	Iteration 26Q: 3 clusters Score -5905204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -5905220.000000 Penalty: 5374.463867
	Iteration 27Q: 3 clusters Score -5905220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -5905231.000000 Penalty: 5374.463867
	Iteration 28Q: 3 clusters Score -5905231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -5905237.000000 Penalty: 5374.463867
	Iteration 29Q: 3 clusters Score -5905237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -5905225.000000 Penalty: 5374.463867
	Iteration 30Q: 3 clusters Score -5905225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -5905234.500000 Penalty: 5374.463867
	Iteration 31Q: 3 clusters Score -5905234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -5905242.500000 Penalty: 5374.463867
	Iteration 32Q: 3 clusters Score -5905242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5905257.000000 Penalty: 5374.463867
	Iteration 33Q: 3 clusters Score -5905257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -5905263.000000 Penalty: 5374.463867
	Iteration 34Q: 3 clusters Score -5905263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -5905251.500000 Penalty: 5374.463867
	Iteration 35Q: 3 clusters Score -5905252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -5905261.500000 Penalty: 5374.463867
	Iteration 36Q: 3 clusters Score -5905262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -5905263.000000 Penalty: 5374.463867
	Iteration 37Q: 3 clusters Score -5905263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5905263.500000 Penalty: 5374.463867
	Iteration 38Q: 3 clusters Score -5905264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5905263.500000 Penalty: 5374.463867
	Iteration 39F: 3 clusters Score -5905264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 49124 members 
Entering Unmasked Estep 
Score: -134487744.000000 Penalty: 248604.390625
Splitting cluster 7 changes total score from -134488736.000000 to -134487744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (42009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Entering Unmasked Estep 
Score: -5273551.500000 Penalty: 2640.118652
	Iteration 0F: 2 clusters Score -5273552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5245037.500000 Penalty: 5280.237305
	Iteration 0F: 3 clusters Score -5245038 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5256028.500000 Penalty: 5280.237305
	Iteration 1F: 3 clusters Score -5256028 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5256845.500000 Penalty: 5280.237305
	Iteration 2Q: 3 clusters Score -5256846 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5257885.000000 Penalty: 5280.237305
	Iteration 3F: 3 clusters Score -5257885 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5259386.000000 Penalty: 5280.237305
	Iteration 4F: 3 clusters Score -5259386 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5261282.000000 Penalty: 5280.237305
	Iteration 5F: 3 clusters Score -5261282 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -5263594.500000 Penalty: 5280.237305
	Iteration 6F: 3 clusters Score -5263594 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5266209.000000 Penalty: 5280.237305
	Iteration 7F: 3 clusters Score -5266209 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5268438.500000 Penalty: 5280.237305
	Iteration 8F: 3 clusters Score -5268438 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5269844.500000 Penalty: 5280.237305
	Iteration 9Q: 3 clusters Score -5269844 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -5270548.000000 Penalty: 5280.237305
	Iteration 10Q: 3 clusters Score -5270548 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5270885.500000 Penalty: 5280.237305
	Iteration 11Q: 3 clusters Score -5270886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5271052.000000 Penalty: 5280.237305
	Iteration 12Q: 3 clusters Score -5271052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5271140.500000 Penalty: 5280.237305
	Iteration 13Q: 3 clusters Score -5271140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5271187.000000 Penalty: 5280.237305
	Iteration 14Q: 3 clusters Score -5271187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5271203.500000 Penalty: 5280.237305
	Iteration 15Q: 3 clusters Score -5271204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5271216.000000 Penalty: 5280.237305
	Iteration 16Q: 3 clusters Score -5271216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5271228.500000 Penalty: 5280.237305
	Iteration 17Q: 3 clusters Score -5271228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5271243.000000 Penalty: 5280.237305
	Iteration 18Q: 3 clusters Score -5271243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5271246.500000 Penalty: 5280.237305
	Iteration 19Q: 3 clusters Score -5271246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5271248.500000 Penalty: 5280.237305
	Iteration 20F: 3 clusters Score -5271248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5271246.000000 Penalty: 5280.237305
	Iteration 21Q: 3 clusters Score -5271246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5271250.500000 Penalty: 5280.237305
	Iteration 22Q: 3 clusters Score -5271250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5271249.500000 Penalty: 5280.237305
	Iteration 23Q: 3 clusters Score -5271250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5271259.000000 Penalty: 5280.237305
	Iteration 24Q: 3 clusters Score -5271259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5271259.500000 Penalty: 5280.237305
	Iteration 25Q: 3 clusters Score -5271260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5271256.500000 Penalty: 5280.237305
	Iteration 26Q: 3 clusters Score -5271256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5271259.000000 Penalty: 5280.237305
	Iteration 27Q: 3 clusters Score -5271259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5271258.000000 Penalty: 5280.237305
	Iteration 28Q: 3 clusters Score -5271258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5271265.000000 Penalty: 5280.237305
	Iteration 29Q: 3 clusters Score -5271265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5271265.500000 Penalty: 5280.237305
	Iteration 30Q: 3 clusters Score -5271266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5271264.000000 Penalty: 5280.237305
	Iteration 31Q: 3 clusters Score -5271264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5271260.500000 Penalty: 5280.237305
	Iteration 32Q: 3 clusters Score -5271260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5271267.000000 Penalty: 5280.237305
	Iteration 33Q: 3 clusters Score -5271267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5271269.000000 Penalty: 5280.237305
	Iteration 34Q: 3 clusters Score -5271269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5271269.000000 Penalty: 5280.237305
	Iteration 35F: 3 clusters Score -5271269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -213559.156250 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -213559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -211107.765625 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -211107.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211538.109375 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -211538.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211698.734375 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -211698.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211820.156250 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -211820.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211956.750000 Penalty: 3722.996826
	Iteration 4Q: 3 clusters Score -211956.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -212104.343750 Penalty: 3722.996826
	Iteration 5Q: 3 clusters Score -212104.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212232.890625 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -212232.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -212353.984375 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -212354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212447.671875 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -212447.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -212528.406250 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -212528.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212585.484375 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -212585.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212618.718750 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -212618.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212643.390625 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -212643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212676.562500 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -212676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212693.656250 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -212693.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212705.968750 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -212706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212710.328125 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -212710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212711.312500 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -212711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212713.125000 Penalty: 3722.996826
	Iteration 18Q: 3 clusters Score -212713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212716.421875 Penalty: 3722.996826
	Iteration 19Q: 3 clusters Score -212716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212719.390625 Penalty: 3722.996826
	Iteration 20F: 3 clusters Score -212719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212721.359375 Penalty: 3722.996826
	Iteration 21Q: 3 clusters Score -212721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212723.265625 Penalty: 3722.996826
	Iteration 22Q: 3 clusters Score -212723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -212728.156250 Penalty: 3722.996826
	Iteration 23Q: 3 clusters Score -212728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -212730.593750 Penalty: 3722.996826
	Iteration 24Q: 3 clusters Score -212730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -212731.156250 Penalty: 3722.996826
	Iteration 25Q: 3 clusters Score -212731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -212731.156250 Penalty: 3722.996826
	Iteration 26F: 3 clusters Score -212731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -893277.000000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -893277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -887341.000000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -887341 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -888999.500000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -888999.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -889250.812500 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -889250.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -889437.000000 Penalty: 4406.972656
	Iteration 3Q: 3 clusters Score -889437 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -889600.375000 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -889600.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -889797.687500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -889797.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -890009.000000 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -890009 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -890262.625000 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -890262.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -890536.125000 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -890536.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -890809.187500 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -890809.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -891036.687500 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -891036.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -891193.875000 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -891193.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -891305.687500 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -891305.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -891369.625000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -891369.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -891417.562500 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -891417.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -891442.875000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -891442.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -891462.500000 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -891462.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -891481.437500 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -891481.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -891496.500000 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -891496.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -891511.375000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -891511.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -891525.062500 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -891525.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -891540.937500 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -891540.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -891550.375000 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -891550.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -891557.000000 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -891557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -891562.812500 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -891562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -891564.625000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -891564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -891569.625000 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -891569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -891573.812500 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -891573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -891574.875000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -891574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -891579.312500 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -891579.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -891581.250000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -891581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -891581.875000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -891581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -891584.562500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -891584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -891586.125000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -891586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -891585.375000 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -891585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -891587.937500 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -891587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -891588.375000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -891588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -891589.187500 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -891589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -891591.500000 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -891591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -891592.312500 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -891592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -891593.812500 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -891593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -891594.812500 Penalty: 4406.972656
	Iteration 41Q: 3 clusters Score -891594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -891595.250000 Penalty: 4406.972656
	Iteration 42Q: 3 clusters Score -891595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -891596.937500 Penalty: 4406.972656
	Iteration 43Q: 3 clusters Score -891596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -891596.500000 Penalty: 4406.972656
	Iteration 44Q: 3 clusters Score -891596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -891598.875000 Penalty: 4406.972656
	Iteration 45Q: 3 clusters Score -891598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -891598.687500 Penalty: 4406.972656
	Iteration 46Q: 3 clusters Score -891598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -891600.937500 Penalty: 4406.972656
	Iteration 47Q: 3 clusters Score -891600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -891600.437500 Penalty: 4406.972656
	Iteration 48Q: 3 clusters Score -891600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -891600.437500 Penalty: 4406.972656
	Iteration 49F: 3 clusters Score -891600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -756660.187500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -756660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -751015.812500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -751015.8 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -752917.750000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -752917.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -753427.375000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -753427.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -753783.312500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -753783.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -754089.312500 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -754089.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -754354.812500 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -754354.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -754548.875000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -754548.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -754664.000000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -754664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -754744.187500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -754744.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -754830.812500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -754830.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -754914.437500 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -754914.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -754988.625000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -754988.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -755049.750000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -755049.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -755089.937500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -755089.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -755117.000000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -755117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -755135.437500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -755135.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -755154.375000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -755154.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -755171.687500 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -755171.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -755190.750000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -755190.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -755204.750000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -755204.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -755223.000000 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -755223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -755245.687500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -755245.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -755270.000000 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -755270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -755298.875000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -755298.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -755320.937500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -755320.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -755349.062500 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -755349.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -755382.562500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -755382.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -755414.250000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -755414.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -755443.375000 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -755443.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -755473.250000 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -755473.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -755494.562500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -755494.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -755514.312500 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -755514.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -755540.687500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -755540.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -755558.687500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -755558.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -755574.500000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -755574.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -755596.437500 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -755596.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -755618.500000 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -755618.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -755645.625000 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -755645.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -755669.312500 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -755669.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -755696.500000 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -755696.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -755715.500000 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -755715.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -755731.187500 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -755731.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -755745.250000 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -755745.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -755758.437500 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -755758.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -755773.062500 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -755773.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -755794.875000 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -755794.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -755819.250000 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -755819.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -755839.187500 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -755839.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -755848.750000 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -755848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -755857.250000 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -755857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -755861.500000 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -755861.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -755867.187500 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -755867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -755869.562500 Penalty: 4393.892090
	Iteration 52Q: 3 clusters Score -755869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -755873.937500 Penalty: 4393.892090
	Iteration 53Q: 3 clusters Score -755873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -755875.687500 Penalty: 4393.892090
	Iteration 54Q: 3 clusters Score -755875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -755879.062500 Penalty: 4393.892090
	Iteration 55Q: 3 clusters Score -755879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -755878.375000 Penalty: 4393.892090
	Iteration 56Q: 3 clusters Score -755878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -755880.437500 Penalty: 4393.892090
	Iteration 57Q: 3 clusters Score -755880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -755880.437500 Penalty: 4393.892090
	Iteration 58F: 3 clusters Score -755880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -411304.343750 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -411304.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -407833.656250 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -407833.7 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -408689.562500 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -408689.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -408918.812500 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -408918.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -409069.031250 Penalty: 4025.446777
	Iteration 3F: 3 clusters Score -409069 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -409187.875000 Penalty: 4025.446777
	Iteration 4Q: 3 clusters Score -409187.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -409301.562500 Penalty: 4025.446777
	Iteration 5Q: 3 clusters Score -409301.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -409448.312500 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -409448.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -409595.687500 Penalty: 4025.446777
	Iteration 7Q: 3 clusters Score -409595.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -409689.093750 Penalty: 4025.446777
	Iteration 8Q: 3 clusters Score -409689.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -409766.031250 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -409766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -409840.875000 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -409840.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -409898.656250 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -409898.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -409937.250000 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -409937.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -409968.968750 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -409969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -409990.093750 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -409990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -410009.593750 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -410009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410024.312500 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -410024.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -410034.500000 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -410034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -410039.812500 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -410039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -410042.156250 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -410042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -410043.187500 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -410043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -410045.062500 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -410045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -410048.375000 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -410048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -410050.562500 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -410050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -410052.656250 Penalty: 4025.446777
	Iteration 24Q: 3 clusters Score -410052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410059.656250 Penalty: 4025.446777
	Iteration 25Q: 3 clusters Score -410059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -410063.218750 Penalty: 4025.446777
	Iteration 26Q: 3 clusters Score -410063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -410067.468750 Penalty: 4025.446777
	Iteration 27Q: 3 clusters Score -410067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -410069.718750 Penalty: 4025.446777
	Iteration 28Q: 3 clusters Score -410069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410073.125000 Penalty: 4025.446777
	Iteration 29Q: 3 clusters Score -410073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410075.343750 Penalty: 4025.446777
	Iteration 30Q: 3 clusters Score -410075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410077.781250 Penalty: 4025.446777
	Iteration 31Q: 3 clusters Score -410077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -410079.812500 Penalty: 4025.446777
	Iteration 32Q: 3 clusters Score -410079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410082.000000 Penalty: 4025.446777
	Iteration 33Q: 3 clusters Score -410082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -410082.906250 Penalty: 4025.446777
	Iteration 34Q: 3 clusters Score -410082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410083.343750 Penalty: 4025.446777
	Iteration 35Q: 3 clusters Score -410083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -410083.781250 Penalty: 4025.446777
	Iteration 36Q: 3 clusters Score -410083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410086.000000 Penalty: 4025.446777
	Iteration 37Q: 3 clusters Score -410086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -410089.000000 Penalty: 4025.446777
	Iteration 38Q: 3 clusters Score -410089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -410089.000000 Penalty: 4025.446777
	Iteration 39F: 3 clusters Score -410089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -1134324.875000 Penalty: 2264.346924
	Iteration 0F: 2 clusters Score -1134325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1127144.375000 Penalty: 4528.693848
	Iteration 0F: 3 clusters Score -1127144 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1129300.500000 Penalty: 4528.693848
	Iteration 1F: 3 clusters Score -1129300 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1129655.125000 Penalty: 4528.693848
	Iteration 2F: 3 clusters Score -1129655 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1129989.500000 Penalty: 4528.693848
	Iteration 3F: 3 clusters Score -1129990 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1130343.000000 Penalty: 4528.693848
	Iteration 4F: 3 clusters Score -1130343 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1130694.500000 Penalty: 4528.693848
	Iteration 5F: 3 clusters Score -1130694 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1131045.125000 Penalty: 4528.693848
	Iteration 6F: 3 clusters Score -1131045 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1131382.750000 Penalty: 4528.693848
	Iteration 7Q: 3 clusters Score -1131383 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1131695.500000 Penalty: 4528.693848
	Iteration 8Q: 3 clusters Score -1131696 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1131961.125000 Penalty: 4528.693848
	Iteration 9Q: 3 clusters Score -1131961 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1132140.750000 Penalty: 4528.693848
	Iteration 10Q: 3 clusters Score -1132141 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1132287.875000 Penalty: 4528.693848
	Iteration 11Q: 3 clusters Score -1132288 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1132368.750000 Penalty: 4528.693848
	Iteration 12Q: 3 clusters Score -1132369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1132424.125000 Penalty: 4528.693848
	Iteration 13Q: 3 clusters Score -1132424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1132470.750000 Penalty: 4528.693848
	Iteration 14Q: 3 clusters Score -1132471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1132519.625000 Penalty: 4528.693848
	Iteration 15Q: 3 clusters Score -1132520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1132555.000000 Penalty: 4528.693848
	Iteration 16Q: 3 clusters Score -1132555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1132590.875000 Penalty: 4528.693848
	Iteration 17Q: 3 clusters Score -1132591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1132618.625000 Penalty: 4528.693848
	Iteration 18Q: 3 clusters Score -1132619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1132646.375000 Penalty: 4528.693848
	Iteration 19Q: 3 clusters Score -1132646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1132671.500000 Penalty: 4528.693848
	Iteration 20F: 3 clusters Score -1132672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1132708.750000 Penalty: 4528.693848
	Iteration 21Q: 3 clusters Score -1132709 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1132746.625000 Penalty: 4528.693848
	Iteration 22Q: 3 clusters Score -1132747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1132793.000000 Penalty: 4528.693848
	Iteration 23Q: 3 clusters Score -1132793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1132856.375000 Penalty: 4528.693848
	Iteration 24Q: 3 clusters Score -1132856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1132937.500000 Penalty: 4528.693848
	Iteration 25Q: 3 clusters Score -1132938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1133072.250000 Penalty: 4528.693848
	Iteration 26Q: 3 clusters Score -1133072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1133180.375000 Penalty: 4528.693848
	Iteration 27Q: 3 clusters Score -1133180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1133272.375000 Penalty: 4528.693848
	Iteration 28Q: 3 clusters Score -1133272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1133371.625000 Penalty: 4528.693848
	Iteration 29Q: 3 clusters Score -1133372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1133420.250000 Penalty: 4528.693848
	Iteration 30Q: 3 clusters Score -1133420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1133463.625000 Penalty: 4528.693848
	Iteration 31Q: 3 clusters Score -1133464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1133475.375000 Penalty: 4528.693848
	Iteration 32Q: 3 clusters Score -1133475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1133486.375000 Penalty: 4528.693848
	Iteration 33Q: 3 clusters Score -1133486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1133491.375000 Penalty: 4528.693848
	Iteration 34Q: 3 clusters Score -1133491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1133504.250000 Penalty: 4528.693848
	Iteration 35Q: 3 clusters Score -1133504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1133511.000000 Penalty: 4528.693848
	Iteration 36Q: 3 clusters Score -1133511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1133518.625000 Penalty: 4528.693848
	Iteration 37Q: 3 clusters Score -1133519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1133524.875000 Penalty: 4528.693848
	Iteration 38Q: 3 clusters Score -1133525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1133528.875000 Penalty: 4528.693848
	Iteration 39Q: 3 clusters Score -1133529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1133530.500000 Penalty: 4528.693848
	Iteration 40F: 3 clusters Score -1133530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1133533.875000 Penalty: 4528.693848
	Iteration 41Q: 3 clusters Score -1133534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1133533.500000 Penalty: 4528.693848
	Iteration 42Q: 3 clusters Score -1133534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1133532.875000 Penalty: 4528.693848
	Iteration 43Q: 3 clusters Score -1133533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1133534.750000 Penalty: 4528.693848
	Iteration 44Q: 3 clusters Score -1133535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1133533.750000 Penalty: 4528.693848
	Iteration 45Q: 3 clusters Score -1133534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1133532.250000 Penalty: 4528.693848
	Iteration 46Q: 3 clusters Score -1133532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1133534.250000 Penalty: 4528.693848
	Iteration 47Q: 3 clusters Score -1133534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1133534.250000 Penalty: 4528.693848
	Iteration 48F: 3 clusters Score -1133534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -548947.187500 Penalty: 2089.201660
	Iteration 0F: 2 clusters Score -548947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -544722.187500 Penalty: 4178.403320
	Iteration 0F: 3 clusters Score -544722.2 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -545812.437500 Penalty: 4178.403320
	Iteration 1F: 3 clusters Score -545812.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -546212.625000 Penalty: 4178.403320
	Iteration 2F: 3 clusters Score -546212.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -546654.125000 Penalty: 4178.403320
	Iteration 3F: 3 clusters Score -546654.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -547187.437500 Penalty: 4178.403320
	Iteration 4F: 3 clusters Score -547187.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -547690.437500 Penalty: 4178.403320
	Iteration 5F: 3 clusters Score -547690.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -547971.750000 Penalty: 4178.403320
	Iteration 6F: 3 clusters Score -547971.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -548150.875000 Penalty: 4178.403320
	Iteration 7Q: 3 clusters Score -548150.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -548263.125000 Penalty: 4178.403320
	Iteration 8Q: 3 clusters Score -548263.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -548337.625000 Penalty: 4178.403320
	Iteration 9Q: 3 clusters Score -548337.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -548384.625000 Penalty: 4178.403320
	Iteration 10Q: 3 clusters Score -548384.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -548406.562500 Penalty: 4178.403320
	Iteration 11Q: 3 clusters Score -548406.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -548426.937500 Penalty: 4178.403320
	Iteration 12Q: 3 clusters Score -548426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -548438.812500 Penalty: 4178.403320
	Iteration 13Q: 3 clusters Score -548438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -548449.750000 Penalty: 4178.403320
	Iteration 14Q: 3 clusters Score -548449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -548460.250000 Penalty: 4178.403320
	Iteration 15Q: 3 clusters Score -548460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -548469.312500 Penalty: 4178.403320
	Iteration 16Q: 3 clusters Score -548469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -548479.500000 Penalty: 4178.403320
	Iteration 17Q: 3 clusters Score -548479.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -548493.000000 Penalty: 4178.403320
	Iteration 18Q: 3 clusters Score -548493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -548500.062500 Penalty: 4178.403320
	Iteration 19Q: 3 clusters Score -548500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -548512.000000 Penalty: 4178.403320
	Iteration 20F: 3 clusters Score -548512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -548526.000000 Penalty: 4178.403320
	Iteration 21Q: 3 clusters Score -548526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -548536.187500 Penalty: 4178.403320
	Iteration 22Q: 3 clusters Score -548536.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -548543.312500 Penalty: 4178.403320
	Iteration 23Q: 3 clusters Score -548543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -548551.812500 Penalty: 4178.403320
	Iteration 24Q: 3 clusters Score -548551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -548560.187500 Penalty: 4178.403320
	Iteration 25Q: 3 clusters Score -548560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -548569.000000 Penalty: 4178.403320
	Iteration 26Q: 3 clusters Score -548569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -548573.000000 Penalty: 4178.403320
	Iteration 27Q: 3 clusters Score -548573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -548577.062500 Penalty: 4178.403320
	Iteration 28Q: 3 clusters Score -548577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -548581.187500 Penalty: 4178.403320
	Iteration 29Q: 3 clusters Score -548581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -548586.750000 Penalty: 4178.403320
	Iteration 30Q: 3 clusters Score -548586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -548591.875000 Penalty: 4178.403320
	Iteration 31Q: 3 clusters Score -548591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -548593.562500 Penalty: 4178.403320
	Iteration 32Q: 3 clusters Score -548593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -548594.687500 Penalty: 4178.403320
	Iteration 33Q: 3 clusters Score -548594.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -548596.687500 Penalty: 4178.403320
	Iteration 34Q: 3 clusters Score -548596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -548597.000000 Penalty: 4178.403320
	Iteration 35Q: 3 clusters Score -548597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -548597.875000 Penalty: 4178.403320
	Iteration 36Q: 3 clusters Score -548597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -548599.500000 Penalty: 4178.403320
	Iteration 37Q: 3 clusters Score -548599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -548601.437500 Penalty: 4178.403320
	Iteration 38Q: 3 clusters Score -548601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -548601.750000 Penalty: 4178.403320
	Iteration 39Q: 3 clusters Score -548601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -548607.187500 Penalty: 4178.403320
	Iteration 40F: 3 clusters Score -548607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -548610.750000 Penalty: 4178.403320
	Iteration 41Q: 3 clusters Score -548610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -548613.000000 Penalty: 4178.403320
	Iteration 42Q: 3 clusters Score -548613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -548620.125000 Penalty: 4178.403320
	Iteration 43Q: 3 clusters Score -548620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -548625.937500 Penalty: 4178.403320
	Iteration 44Q: 3 clusters Score -548625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -548628.062500 Penalty: 4178.403320
	Iteration 45Q: 3 clusters Score -548628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -548629.125000 Penalty: 4178.403320
	Iteration 46Q: 3 clusters Score -548629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -548632.125000 Penalty: 4178.403320
	Iteration 47Q: 3 clusters Score -548632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -548635.187500 Penalty: 4178.403320
	Iteration 48Q: 3 clusters Score -548635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -548636.375000 Penalty: 4178.403320
	Iteration 49Q: 3 clusters Score -548636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -548640.125000 Penalty: 4178.403320
	Iteration 50Q: 3 clusters Score -548640.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -548642.625000 Penalty: 4178.403320
	Iteration 51Q: 3 clusters Score -548642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -548644.812500 Penalty: 4178.403320
	Iteration 52Q: 3 clusters Score -548644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -548648.562500 Penalty: 4178.403320
	Iteration 53Q: 3 clusters Score -548648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -548648.937500 Penalty: 4178.403320
	Iteration 54Q: 3 clusters Score -548648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -548651.875000 Penalty: 4178.403320
	Iteration 55Q: 3 clusters Score -548651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -548653.000000 Penalty: 4178.403320
	Iteration 56Q: 3 clusters Score -548653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -548652.937500 Penalty: 4178.403320
	Iteration 57Q: 3 clusters Score -548652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -548655.437500 Penalty: 4178.403320
	Iteration 58Q: 3 clusters Score -548655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -548656.812500 Penalty: 4178.403320
	Iteration 59Q: 3 clusters Score -548656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -548658.125000 Penalty: 4178.403320
	Iteration 60F: 3 clusters Score -548658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -548657.250000 Penalty: 4178.403320
	Iteration 61Q: 3 clusters Score -548657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -548660.812500 Penalty: 4178.403320
	Iteration 62Q: 3 clusters Score -548660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -548661.625000 Penalty: 4178.403320
	Iteration 63Q: 3 clusters Score -548661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -548662.687500 Penalty: 4178.403320
	Iteration 64Q: 3 clusters Score -548662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -548668.125000 Penalty: 4178.403320
	Iteration 65Q: 3 clusters Score -548668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -548673.437500 Penalty: 4178.403320
	Iteration 66Q: 3 clusters Score -548673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -548674.125000 Penalty: 4178.403320
	Iteration 67Q: 3 clusters Score -548674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -548677.062500 Penalty: 4178.403320
	Iteration 68Q: 3 clusters Score -548677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -548679.812500 Penalty: 4178.403320
	Iteration 69Q: 3 clusters Score -548679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -548679.687500 Penalty: 4178.403320
	Iteration 70Q: 3 clusters Score -548679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -548681.750000 Penalty: 4178.403320
	Iteration 71Q: 3 clusters Score -548681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -548681.500000 Penalty: 4178.403320
	Iteration 72Q: 3 clusters Score -548681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -548681.500000 Penalty: 4178.403320
	Iteration 73F: 3 clusters Score -548681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Entering Unmasked Estep 
Score: -1473771.500000 Penalty: 2327.492432
	Iteration 0F: 2 clusters Score -1473772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1464870.250000 Penalty: 4654.984863
	Iteration 0F: 3 clusters Score -1464870 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1467786.000000 Penalty: 4654.984863
	Iteration 1F: 3 clusters Score -1467786 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1468383.375000 Penalty: 4654.984863
	Iteration 2F: 3 clusters Score -1468383 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1468970.625000 Penalty: 4654.984863
	Iteration 3F: 3 clusters Score -1468971 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1469528.125000 Penalty: 4654.984863
	Iteration 4F: 3 clusters Score -1469528 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1470003.000000 Penalty: 4654.984863
	Iteration 5F: 3 clusters Score -1470003 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1470387.500000 Penalty: 4654.984863
	Iteration 6F: 3 clusters Score -1470388 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1470700.875000 Penalty: 4654.984863
	Iteration 7Q: 3 clusters Score -1470701 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1470982.000000 Penalty: 4654.984863
	Iteration 8Q: 3 clusters Score -1470982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1471198.750000 Penalty: 4654.984863
	Iteration 9Q: 3 clusters Score -1471199 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1471360.250000 Penalty: 4654.984863
	Iteration 10Q: 3 clusters Score -1471360 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1471471.375000 Penalty: 4654.984863
	Iteration 11Q: 3 clusters Score -1471471 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1471552.625000 Penalty: 4654.984863
	Iteration 12Q: 3 clusters Score -1471553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1471606.125000 Penalty: 4654.984863
	Iteration 13Q: 3 clusters Score -1471606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1471646.625000 Penalty: 4654.984863
	Iteration 14Q: 3 clusters Score -1471647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1471675.625000 Penalty: 4654.984863
	Iteration 15Q: 3 clusters Score -1471676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1471694.125000 Penalty: 4654.984863
	Iteration 16Q: 3 clusters Score -1471694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1471710.375000 Penalty: 4654.984863
	Iteration 17Q: 3 clusters Score -1471710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1471719.250000 Penalty: 4654.984863
	Iteration 18Q: 3 clusters Score -1471719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1471730.750000 Penalty: 4654.984863
	Iteration 19Q: 3 clusters Score -1471731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1471741.750000 Penalty: 4654.984863
	Iteration 20F: 3 clusters Score -1471742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1471744.625000 Penalty: 4654.984863
	Iteration 21Q: 3 clusters Score -1471745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1471744.375000 Penalty: 4654.984863
	Iteration 22Q: 3 clusters Score -1471744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1471746.000000 Penalty: 4654.984863
	Iteration 23Q: 3 clusters Score -1471746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1471748.125000 Penalty: 4654.984863
	Iteration 24Q: 3 clusters Score -1471748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1471749.625000 Penalty: 4654.984863
	Iteration 25Q: 3 clusters Score -1471750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1471747.375000 Penalty: 4654.984863
	Iteration 26Q: 3 clusters Score -1471747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1471746.875000 Penalty: 4654.984863
	Iteration 27Q: 3 clusters Score -1471747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1471749.750000 Penalty: 4654.984863
	Iteration 28Q: 3 clusters Score -1471750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1471750.375000 Penalty: 4654.984863
	Iteration 29Q: 3 clusters Score -1471750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1471752.000000 Penalty: 4654.984863
	Iteration 30Q: 3 clusters Score -1471752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1471751.875000 Penalty: 4654.984863
	Iteration 31Q: 3 clusters Score -1471752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1471753.125000 Penalty: 4654.984863
	Iteration 32Q: 3 clusters Score -1471753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1471753.500000 Penalty: 4654.984863
	Iteration 33Q: 3 clusters Score -1471754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1471753.500000 Penalty: 4654.984863
	Iteration 34F: 3 clusters Score -1471754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -886292.875000 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -886292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -880648.312500 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -880648.3 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -882066.000000 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -882066 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -882285.000000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -882285 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -882412.250000 Penalty: 4373.894043
	Iteration 3Q: 3 clusters Score -882412.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -882499.500000 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -882499.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -882564.812500 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -882564.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -882605.000000 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -882605 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -882634.125000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -882634.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -882656.375000 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -882656.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -882680.000000 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -882680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -882698.500000 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -882698.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -882715.937500 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -882715.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -882730.562500 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -882730.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -882745.937500 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -882745.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -882760.500000 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -882760.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -882769.437500 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -882769.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -882779.875000 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -882779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -882787.937500 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -882787.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -882792.000000 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -882792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -882797.125000 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -882797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -882800.562500 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -882800.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -882805.625000 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -882805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -882809.187500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -882809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -882810.125000 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -882810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -882811.687500 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -882811.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -882813.937500 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -882813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -882817.000000 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -882817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -882819.062500 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -882819.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -882823.125000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -882823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -882822.437500 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -882822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -882827.125000 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -882827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -882827.687500 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -882827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -882828.000000 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -882828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -882828.437500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -882828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -882829.625000 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -882829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -882831.312500 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -882831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -882833.312500 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -882833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -882830.937500 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -882830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -882833.625000 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -882833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -882836.375000 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -882836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -882837.312500 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -882837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -882838.562500 Penalty: 4373.894043
	Iteration 41Q: 3 clusters Score -882838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -882838.687500 Penalty: 4373.894043
	Iteration 42Q: 3 clusters Score -882838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -882842.812500 Penalty: 4373.894043
	Iteration 43Q: 3 clusters Score -882842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -882840.750000 Penalty: 4373.894043
	Iteration 44Q: 3 clusters Score -882840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -882842.000000 Penalty: 4373.894043
	Iteration 45Q: 3 clusters Score -882842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -882841.437500 Penalty: 4373.894043
	Iteration 46Q: 3 clusters Score -882841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -882843.125000 Penalty: 4373.894043
	Iteration 47Q: 3 clusters Score -882843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -882846.375000 Penalty: 4373.894043
	Iteration 48Q: 3 clusters Score -882846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -882847.562500 Penalty: 4373.894043
	Iteration 49Q: 3 clusters Score -882847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -882848.750000 Penalty: 4373.894043
	Iteration 50Q: 3 clusters Score -882848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -882850.187500 Penalty: 4373.894043
	Iteration 51Q: 3 clusters Score -882850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -882853.000000 Penalty: 4373.894043
	Iteration 52Q: 3 clusters Score -882853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -882856.625000 Penalty: 4373.894043
	Iteration 53Q: 3 clusters Score -882856.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -882863.500000 Penalty: 4373.894043
	Iteration 54Q: 3 clusters Score -882863.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -882865.937500 Penalty: 4373.894043
	Iteration 55Q: 3 clusters Score -882865.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -882870.375000 Penalty: 4373.894043
	Iteration 56Q: 3 clusters Score -882870.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -882875.625000 Penalty: 4373.894043
	Iteration 57Q: 3 clusters Score -882875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -882879.750000 Penalty: 4373.894043
	Iteration 58Q: 3 clusters Score -882879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -882884.125000 Penalty: 4373.894043
	Iteration 59Q: 3 clusters Score -882884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -882888.937500 Penalty: 4373.894043
	Iteration 60F: 3 clusters Score -882888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -882886.750000 Penalty: 4373.894043
	Iteration 61Q: 3 clusters Score -882886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -882887.937500 Penalty: 4373.894043
	Iteration 62Q: 3 clusters Score -882887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -882889.625000 Penalty: 4373.894043
	Iteration 63Q: 3 clusters Score -882889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -882892.062500 Penalty: 4373.894043
	Iteration 64Q: 3 clusters Score -882892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -882892.875000 Penalty: 4373.894043
	Iteration 65Q: 3 clusters Score -882892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -882892.000000 Penalty: 4373.894043
	Iteration 66Q: 3 clusters Score -882892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -882892.750000 Penalty: 4373.894043
	Iteration 67Q: 3 clusters Score -882892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -882894.937500 Penalty: 4373.894043
	Iteration 68Q: 3 clusters Score -882894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -882894.562500 Penalty: 4373.894043
	Iteration 69Q: 3 clusters Score -882894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -882894.937500 Penalty: 4373.894043
	Iteration 70Q: 3 clusters Score -882894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -882894.937500 Penalty: 4373.894043
	Iteration 71Q: 3 clusters Score -882894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -882895.125000 Penalty: 4373.894043
	Iteration 72Q: 3 clusters Score -882895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -882896.062500 Penalty: 4373.894043
	Iteration 73Q: 3 clusters Score -882896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -882895.500000 Penalty: 4373.894043
	Iteration 74Q: 3 clusters Score -882895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -882895.812500 Penalty: 4373.894043
	Iteration 75Q: 3 clusters Score -882895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -882896.375000 Penalty: 4373.894043
	Iteration 76Q: 3 clusters Score -882896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -882899.062500 Penalty: 4373.894043
	Iteration 77Q: 3 clusters Score -882899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -882900.437500 Penalty: 4373.894043
	Iteration 78Q: 3 clusters Score -882900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -882899.750000 Penalty: 4373.894043
	Iteration 79Q: 3 clusters Score -882899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -882901.062500 Penalty: 4373.894043
	Iteration 80F: 3 clusters Score -882901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -882900.750000 Penalty: 4373.894043
	Iteration 81Q: 3 clusters Score -882900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -882900.125000 Penalty: 4373.894043
	Iteration 82Q: 3 clusters Score -882900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -882902.312500 Penalty: 4373.894043
	Iteration 83Q: 3 clusters Score -882902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -882903.562500 Penalty: 4373.894043
	Iteration 84Q: 3 clusters Score -882903.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -882906.187500 Penalty: 4373.894043
	Iteration 85Q: 3 clusters Score -882906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -882908.625000 Penalty: 4373.894043
	Iteration 86Q: 3 clusters Score -882908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -882911.687500 Penalty: 4373.894043
	Iteration 87Q: 3 clusters Score -882911.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -882914.687500 Penalty: 4373.894043
	Iteration 88Q: 3 clusters Score -882914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -882920.937500 Penalty: 4373.894043
	Iteration 89Q: 3 clusters Score -882920.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -882922.937500 Penalty: 4373.894043
	Iteration 90Q: 3 clusters Score -882922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -882927.000000 Penalty: 4373.894043
	Iteration 91Q: 3 clusters Score -882927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -882932.062500 Penalty: 4373.894043
	Iteration 92Q: 3 clusters Score -882932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -882935.125000 Penalty: 4373.894043
	Iteration 93Q: 3 clusters Score -882935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -882938.312500 Penalty: 4373.894043
	Iteration 94Q: 3 clusters Score -882938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -882943.687500 Penalty: 4373.894043
	Iteration 95Q: 3 clusters Score -882943.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -882950.875000 Penalty: 4373.894043
	Iteration 96Q: 3 clusters Score -882950.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -882954.500000 Penalty: 4373.894043
	Iteration 97Q: 3 clusters Score -882954.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -882962.437500 Penalty: 4373.894043
	Iteration 98Q: 3 clusters Score -882962.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -882973.000000 Penalty: 4373.894043
	Iteration 99Q: 3 clusters Score -882973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -882983.625000 Penalty: 4373.894043
	Iteration 100F: 3 clusters Score -882983.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -882995.562500 Penalty: 4373.894043
	Iteration 101Q: 3 clusters Score -882995.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -883013.187500 Penalty: 4373.894043
	Iteration 102Q: 3 clusters Score -883013.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -883032.000000 Penalty: 4373.894043
	Iteration 103Q: 3 clusters Score -883032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -883057.375000 Penalty: 4373.894043
	Iteration 104Q: 3 clusters Score -883057.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -883074.062500 Penalty: 4373.894043
	Iteration 105Q: 3 clusters Score -883074.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -883091.937500 Penalty: 4373.894043
	Iteration 106Q: 3 clusters Score -883091.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -883120.312500 Penalty: 4373.894043
	Iteration 107Q: 3 clusters Score -883120.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -883154.687500 Penalty: 4373.894043
	Iteration 108Q: 3 clusters Score -883154.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -883198.312500 Penalty: 4373.894043
	Iteration 109Q: 3 clusters Score -883198.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -883243.250000 Penalty: 4373.894043
	Iteration 110Q: 3 clusters Score -883243.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -883300.062500 Penalty: 4373.894043
	Iteration 111Q: 3 clusters Score -883300.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -883352.000000 Penalty: 4373.894043
	Iteration 112Q: 3 clusters Score -883352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -883418.750000 Penalty: 4373.894043
	Iteration 113Q: 3 clusters Score -883418.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -883501.500000 Penalty: 4373.894043
	Iteration 114Q: 3 clusters Score -883501.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -883593.375000 Penalty: 4373.894043
	Iteration 115Q: 3 clusters Score -883593.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -883691.500000 Penalty: 4373.894043
	Iteration 116Q: 3 clusters Score -883691.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -883782.437500 Penalty: 4373.894043
	Iteration 117Q: 3 clusters Score -883782.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -883864.625000 Penalty: 4373.894043
	Iteration 118Q: 3 clusters Score -883864.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -883970.437500 Penalty: 4373.894043
	Iteration 119Q: 3 clusters Score -883970.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -884049.000000 Penalty: 4373.894043
	Iteration 120F: 3 clusters Score -884049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -884109.312500 Penalty: 4373.894043
	Iteration 121Q: 3 clusters Score -884109.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -884158.750000 Penalty: 4373.894043
	Iteration 122Q: 3 clusters Score -884158.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -884203.562500 Penalty: 4373.894043
	Iteration 123Q: 3 clusters Score -884203.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -884245.187500 Penalty: 4373.894043
	Iteration 124Q: 3 clusters Score -884245.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -884272.125000 Penalty: 4373.894043
	Iteration 125Q: 3 clusters Score -884272.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -884291.125000 Penalty: 4373.894043
	Iteration 126Q: 3 clusters Score -884291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -884312.375000 Penalty: 4373.894043
	Iteration 127Q: 3 clusters Score -884312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -884333.125000 Penalty: 4373.894043
	Iteration 128Q: 3 clusters Score -884333.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -884348.687500 Penalty: 4373.894043
	Iteration 129Q: 3 clusters Score -884348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -884359.500000 Penalty: 4373.894043
	Iteration 130Q: 3 clusters Score -884359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -884371.000000 Penalty: 4373.894043
	Iteration 131Q: 3 clusters Score -884371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -884373.000000 Penalty: 4373.894043
	Iteration 132Q: 3 clusters Score -884373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -884376.500000 Penalty: 4373.894043
	Iteration 133Q: 3 clusters Score -884376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -884376.875000 Penalty: 4373.894043
	Iteration 134Q: 3 clusters Score -884376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -884378.125000 Penalty: 4373.894043
	Iteration 135Q: 3 clusters Score -884378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -884380.375000 Penalty: 4373.894043
	Iteration 136Q: 3 clusters Score -884380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -884382.312500 Penalty: 4373.894043
	Iteration 137Q: 3 clusters Score -884382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -884382.875000 Penalty: 4373.894043
	Iteration 138Q: 3 clusters Score -884382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -884386.000000 Penalty: 4373.894043
	Iteration 139Q: 3 clusters Score -884386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -884389.250000 Penalty: 4373.894043
	Iteration 140F: 3 clusters Score -884389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -884393.437500 Penalty: 4373.894043
	Iteration 141Q: 3 clusters Score -884393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -884395.687500 Penalty: 4373.894043
	Iteration 142Q: 3 clusters Score -884395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -884396.437500 Penalty: 4373.894043
	Iteration 143Q: 3 clusters Score -884396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -884398.000000 Penalty: 4373.894043
	Iteration 144Q: 3 clusters Score -884398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -884398.000000 Penalty: 4373.894043
	Iteration 145F: 3 clusters Score -884398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Entering Unmasked Estep 
Score: -3431670.500000 Penalty: 2534.707764
	Iteration 0F: 2 clusters Score -3431670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3412608.750000 Penalty: 5069.415527
	Iteration 0F: 3 clusters Score -3412609 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3419450.250000 Penalty: 5069.415527
	Iteration 1F: 3 clusters Score -3419450 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3420002.250000 Penalty: 5069.415527
	Iteration 2F: 3 clusters Score -3420002 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3420641.250000 Penalty: 5069.415527
	Iteration 3F: 3 clusters Score -3420641 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3421438.000000 Penalty: 5069.415527
	Iteration 4F: 3 clusters Score -3421438 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3422451.000000 Penalty: 5069.415527
	Iteration 5F: 3 clusters Score -3422451 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3423740.000000 Penalty: 5069.415527
	Iteration 6F: 3 clusters Score -3423740 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3425202.750000 Penalty: 5069.415527
	Iteration 7F: 3 clusters Score -3425203 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3426677.250000 Penalty: 5069.415527
	Iteration 8F: 3 clusters Score -3426677 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3427803.500000 Penalty: 5069.415527
	Iteration 9Q: 3 clusters Score -3427804 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3428498.250000 Penalty: 5069.415527
	Iteration 10Q: 3 clusters Score -3428498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3428931.750000 Penalty: 5069.415527
	Iteration 11Q: 3 clusters Score -3428932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3429130.500000 Penalty: 5069.415527
	Iteration 12Q: 3 clusters Score -3429130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3429248.000000 Penalty: 5069.415527
	Iteration 13Q: 3 clusters Score -3429248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3429307.250000 Penalty: 5069.415527
	Iteration 14Q: 3 clusters Score -3429307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3429343.250000 Penalty: 5069.415527
	Iteration 15Q: 3 clusters Score -3429343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3429373.500000 Penalty: 5069.415527
	Iteration 16Q: 3 clusters Score -3429374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3429390.500000 Penalty: 5069.415527
	Iteration 17Q: 3 clusters Score -3429390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3429408.750000 Penalty: 5069.415527
	Iteration 18Q: 3 clusters Score -3429409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3429421.250000 Penalty: 5069.415527
	Iteration 19Q: 3 clusters Score -3429421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3429436.000000 Penalty: 5069.415527
	Iteration 20F: 3 clusters Score -3429436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3429443.000000 Penalty: 5069.415527
	Iteration 21Q: 3 clusters Score -3429443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3429453.500000 Penalty: 5069.415527
	Iteration 22Q: 3 clusters Score -3429454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3429456.500000 Penalty: 5069.415527
	Iteration 23Q: 3 clusters Score -3429456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3429460.250000 Penalty: 5069.415527
	Iteration 24Q: 3 clusters Score -3429460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3429460.500000 Penalty: 5069.415527
	Iteration 25Q: 3 clusters Score -3429460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3429461.500000 Penalty: 5069.415527
	Iteration 26Q: 3 clusters Score -3429462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3429464.500000 Penalty: 5069.415527
	Iteration 27Q: 3 clusters Score -3429464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3429464.500000 Penalty: 5069.415527
	Iteration 28F: 3 clusters Score -3429464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Entering Unmasked Estep 
Score: -4369145.500000 Penalty: 2593.677734
	Iteration 0F: 2 clusters Score -4369146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4345467.500000 Penalty: 5187.355469
	Iteration 0F: 3 clusters Score -4345468 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4354396.500000 Penalty: 5187.355469
	Iteration 1F: 3 clusters Score -4354396 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4355371.500000 Penalty: 5187.355469
	Iteration 2F: 3 clusters Score -4355372 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4356775.500000 Penalty: 5187.355469
	Iteration 3F: 3 clusters Score -4356776 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4358821.500000 Penalty: 5187.355469
	Iteration 4F: 3 clusters Score -4358822 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4361589.500000 Penalty: 5187.355469
	Iteration 5F: 3 clusters Score -4361590 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4364490.500000 Penalty: 5187.355469
	Iteration 6F: 3 clusters Score -4364490 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4366587.500000 Penalty: 5187.355469
	Iteration 7F: 3 clusters Score -4366588 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4367602.000000 Penalty: 5187.355469
	Iteration 8Q: 3 clusters Score -4367602 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4368004.000000 Penalty: 5187.355469
	Iteration 9Q: 3 clusters Score -4368004 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4368148.500000 Penalty: 5187.355469
	Iteration 10Q: 3 clusters Score -4368148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4368193.500000 Penalty: 5187.355469
	Iteration 11Q: 3 clusters Score -4368194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4368232.500000 Penalty: 5187.355469
	Iteration 12Q: 3 clusters Score -4368232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4368253.000000 Penalty: 5187.355469
	Iteration 13Q: 3 clusters Score -4368253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4368267.500000 Penalty: 5187.355469
	Iteration 14Q: 3 clusters Score -4368268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4368262.500000 Penalty: 5187.355469
	Iteration 15Q: 3 clusters Score -4368262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4368270.000000 Penalty: 5187.355469
	Iteration 16Q: 3 clusters Score -4368270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4368272.500000 Penalty: 5187.355469
	Iteration 17Q: 3 clusters Score -4368272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4368278.500000 Penalty: 5187.355469
	Iteration 18Q: 3 clusters Score -4368278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4368285.000000 Penalty: 5187.355469
	Iteration 19Q: 3 clusters Score -4368285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4368284.500000 Penalty: 5187.355469
	Iteration 20F: 3 clusters Score -4368284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4368281.000000 Penalty: 5187.355469
	Iteration 21Q: 3 clusters Score -4368281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4368286.500000 Penalty: 5187.355469
	Iteration 22Q: 3 clusters Score -4368286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4368290.000000 Penalty: 5187.355469
	Iteration 23Q: 3 clusters Score -4368290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4368288.500000 Penalty: 5187.355469
	Iteration 24Q: 3 clusters Score -4368288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4368288.500000 Penalty: 5187.355469
	Iteration 25F: 3 clusters Score -4368288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -656011.062500 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -656011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -652124.750000 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -652124.8 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -653005.000000 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -653005 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -653249.125000 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -653249.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -653401.875000 Penalty: 4117.923828
	Iteration 3F: 3 clusters Score -653401.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -653535.750000 Penalty: 4117.923828
	Iteration 4Q: 3 clusters Score -653535.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -653649.562500 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -653649.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -653744.000000 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -653744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -653838.750000 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -653838.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -653930.125000 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -653930.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -654015.187500 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -654015.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -654102.625000 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -654102.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -654179.437500 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -654179.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -654251.312500 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -654251.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -654322.625000 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -654322.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -654390.250000 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -654390.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -654439.250000 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -654439.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -654478.562500 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -654478.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -654518.937500 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -654518.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -654562.750000 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -654562.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -654611.625000 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -654611.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -654657.437500 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -654657.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -654686.937500 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -654686.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -654710.375000 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -654710.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -654738.687500 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -654738.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -654766.375000 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -654766.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -654795.312500 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -654795.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -654818.812500 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -654818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -654838.937500 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -654838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -654857.375000 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -654857.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -654866.937500 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -654866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -654872.812500 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -654872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -654883.062500 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -654883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -654887.750000 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -654887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -654891.875000 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -654891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -654892.500000 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -654892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -654892.562500 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -654892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -654894.437500 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -654894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -654895.437500 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -654895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -654895.437500 Penalty: 4117.923828
	Iteration 38F: 3 clusters Score -654895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -508094.718750 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -508094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504045.906250 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -504045.9 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -505308.937500 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -505308.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -506138.500000 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -506138.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507153.500000 Penalty: 4149.604004
	Iteration 3F: 3 clusters Score -507153.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -507917.375000 Penalty: 4149.604004
	Iteration 4F: 3 clusters Score -507917.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -508314.468750 Penalty: 4149.604004
	Iteration 5F: 3 clusters Score -508314.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -508511.593750 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -508511.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -508609.250000 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -508609.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -508652.531250 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -508652.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -508678.562500 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -508678.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -508694.156250 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -508694.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -508711.156250 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -508711.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -508734.781250 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -508734.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -508761.656250 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -508761.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -508796.531250 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -508796.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -508837.125000 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -508837.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -508867.781250 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -508867.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -508890.875000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -508890.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -508907.281250 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -508907.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -508918.468750 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -508918.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -508924.906250 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -508924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -508925.812500 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -508925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -508926.406250 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -508926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -508926.406250 Penalty: 4149.604004
	Iteration 23F: 3 clusters Score -508926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 2137 members 
Entering Unmasked Estep 
Score: -134488112.000000 Penalty: 248604.390625
Splitting cluster 20 changes total score from -134488736.000000 to -134488112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Entering Unmasked Estep 
Score: -1168011.250000 Penalty: 2268.687500
	Iteration 0F: 2 clusters Score -1168011 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 4749 members 
Entering Unmasked Estep 
Score: -1160730.375000 Penalty: 4537.375000
	Iteration 0F: 3 clusters Score -1160730 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1162920.750000 Penalty: 4537.375000
	Iteration 1F: 3 clusters Score -1162921 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1163287.125000 Penalty: 4537.375000
	Iteration 2F: 3 clusters Score -1163287 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1163606.750000 Penalty: 4537.375000
	Iteration 3F: 3 clusters Score -1163607 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1163901.500000 Penalty: 4537.375000
	Iteration 4Q: 3 clusters Score -1163902 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1164188.625000 Penalty: 4537.375000
	Iteration 5Q: 3 clusters Score -1164189 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1164474.375000 Penalty: 4537.375000
	Iteration 6Q: 3 clusters Score -1164474 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1164741.250000 Penalty: 4537.375000
	Iteration 7Q: 3 clusters Score -1164741 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1164985.375000 Penalty: 4537.375000
	Iteration 8Q: 3 clusters Score -1164985 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1165195.625000 Penalty: 4537.375000
	Iteration 9Q: 3 clusters Score -1165196 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1165352.375000 Penalty: 4537.375000
	Iteration 10Q: 3 clusters Score -1165352 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1165504.125000 Penalty: 4537.375000
	Iteration 11Q: 3 clusters Score -1165504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1165661.250000 Penalty: 4537.375000
	Iteration 12Q: 3 clusters Score -1165661 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1165834.375000 Penalty: 4537.375000
	Iteration 13Q: 3 clusters Score -1165834 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1166042.875000 Penalty: 4537.375000
	Iteration 14Q: 3 clusters Score -1166043 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1166269.750000 Penalty: 4537.375000
	Iteration 15Q: 3 clusters Score -1166270 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1166437.500000 Penalty: 4537.375000
	Iteration 16Q: 3 clusters Score -1166438 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1166558.250000 Penalty: 4537.375000
	Iteration 17Q: 3 clusters Score -1166558 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1166621.500000 Penalty: 4537.375000
	Iteration 18Q: 3 clusters Score -1166622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1166670.500000 Penalty: 4537.375000
	Iteration 19Q: 3 clusters Score -1166670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1166708.500000 Penalty: 4537.375000
	Iteration 20F: 3 clusters Score -1166708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1166733.000000 Penalty: 4537.375000
	Iteration 21Q: 3 clusters Score -1166733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1166751.000000 Penalty: 4537.375000
	Iteration 22Q: 3 clusters Score -1166751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1166768.000000 Penalty: 4537.375000
	Iteration 23Q: 3 clusters Score -1166768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1166782.625000 Penalty: 4537.375000
	Iteration 24Q: 3 clusters Score -1166783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1166793.250000 Penalty: 4537.375000
	Iteration 25Q: 3 clusters Score -1166793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1166804.250000 Penalty: 4537.375000
	Iteration 26Q: 3 clusters Score -1166804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1166812.000000 Penalty: 4537.375000
	Iteration 27Q: 3 clusters Score -1166812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1166815.625000 Penalty: 4537.375000
	Iteration 28Q: 3 clusters Score -1166816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1166819.125000 Penalty: 4537.375000
	Iteration 29Q: 3 clusters Score -1166819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1166824.250000 Penalty: 4537.375000
	Iteration 30Q: 3 clusters Score -1166824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1166821.875000 Penalty: 4537.375000
	Iteration 31Q: 3 clusters Score -1166822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1166822.625000 Penalty: 4537.375000
	Iteration 32Q: 3 clusters Score -1166823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1166826.625000 Penalty: 4537.375000
	Iteration 33Q: 3 clusters Score -1166827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1166826.000000 Penalty: 4537.375000
	Iteration 34Q: 3 clusters Score -1166826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1166828.125000 Penalty: 4537.375000
	Iteration 35Q: 3 clusters Score -1166828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1166830.000000 Penalty: 4537.375000
	Iteration 36Q: 3 clusters Score -1166830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1166832.750000 Penalty: 4537.375000
	Iteration 37Q: 3 clusters Score -1166833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1166833.500000 Penalty: 4537.375000
	Iteration 38Q: 3 clusters Score -1166834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1166837.000000 Penalty: 4537.375000
	Iteration 39Q: 3 clusters Score -1166837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1166841.000000 Penalty: 4537.375000
	Iteration 40F: 3 clusters Score -1166841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1166844.875000 Penalty: 4537.375000
	Iteration 41Q: 3 clusters Score -1166845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1166850.500000 Penalty: 4537.375000
	Iteration 42Q: 3 clusters Score -1166850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1166855.000000 Penalty: 4537.375000
	Iteration 43Q: 3 clusters Score -1166855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1166860.250000 Penalty: 4537.375000
	Iteration 44Q: 3 clusters Score -1166860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1166867.625000 Penalty: 4537.375000
	Iteration 45Q: 3 clusters Score -1166868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1166874.250000 Penalty: 4537.375000
	Iteration 46Q: 3 clusters Score -1166874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1166882.125000 Penalty: 4537.375000
	Iteration 47Q: 3 clusters Score -1166882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1166892.250000 Penalty: 4537.375000
	Iteration 48Q: 3 clusters Score -1166892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1166895.625000 Penalty: 4537.375000
	Iteration 49Q: 3 clusters Score -1166896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1166897.375000 Penalty: 4537.375000
	Iteration 50Q: 3 clusters Score -1166897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1166898.500000 Penalty: 4537.375000
	Iteration 51Q: 3 clusters Score -1166898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1166908.375000 Penalty: 4537.375000
	Iteration 52Q: 3 clusters Score -1166908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1166914.375000 Penalty: 4537.375000
	Iteration 53Q: 3 clusters Score -1166914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1166920.375000 Penalty: 4537.375000
	Iteration 54Q: 3 clusters Score -1166920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1166929.000000 Penalty: 4537.375000
	Iteration 55Q: 3 clusters Score -1166929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1166942.500000 Penalty: 4537.375000
	Iteration 56Q: 3 clusters Score -1166942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1166958.625000 Penalty: 4537.375000
	Iteration 57Q: 3 clusters Score -1166959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1166979.625000 Penalty: 4537.375000
	Iteration 58Q: 3 clusters Score -1166980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1167018.375000 Penalty: 4537.375000
	Iteration 59Q: 3 clusters Score -1167018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1167086.000000 Penalty: 4537.375000
	Iteration 60F: 3 clusters Score -1167086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1167159.125000 Penalty: 4537.375000
	Iteration 61Q: 3 clusters Score -1167159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1167235.625000 Penalty: 4537.375000
	Iteration 62Q: 3 clusters Score -1167236 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1167295.750000 Penalty: 4537.375000
	Iteration 63Q: 3 clusters Score -1167296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1167325.625000 Penalty: 4537.375000
	Iteration 64Q: 3 clusters Score -1167326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1167346.250000 Penalty: 4537.375000
	Iteration 65Q: 3 clusters Score -1167346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1167359.125000 Penalty: 4537.375000
	Iteration 66Q: 3 clusters Score -1167359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1167366.375000 Penalty: 4537.375000
	Iteration 67Q: 3 clusters Score -1167366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1167370.375000 Penalty: 4537.375000
	Iteration 68Q: 3 clusters Score -1167370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1167371.250000 Penalty: 4537.375000
	Iteration 69Q: 3 clusters Score -1167371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1167378.250000 Penalty: 4537.375000
	Iteration 70Q: 3 clusters Score -1167378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1167379.500000 Penalty: 4537.375000
	Iteration 71Q: 3 clusters Score -1167380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1167382.750000 Penalty: 4537.375000
	Iteration 72Q: 3 clusters Score -1167383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1167381.250000 Penalty: 4537.375000
	Iteration 73Q: 3 clusters Score -1167381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1167383.625000 Penalty: 4537.375000
	Iteration 74Q: 3 clusters Score -1167384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1167388.875000 Penalty: 4537.375000
	Iteration 75Q: 3 clusters Score -1167389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1167387.250000 Penalty: 4537.375000
	Iteration 76Q: 3 clusters Score -1167387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1167392.500000 Penalty: 4537.375000
	Iteration 77Q: 3 clusters Score -1167392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1167391.500000 Penalty: 4537.375000
	Iteration 78Q: 3 clusters Score -1167392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1167392.625000 Penalty: 4537.375000
	Iteration 79Q: 3 clusters Score -1167393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1167393.875000 Penalty: 4537.375000
	Iteration 80F: 3 clusters Score -1167394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1167396.000000 Penalty: 4537.375000
	Iteration 81Q: 3 clusters Score -1167396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1167396.250000 Penalty: 4537.375000
	Iteration 82Q: 3 clusters Score -1167396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1167398.375000 Penalty: 4537.375000
	Iteration 83Q: 3 clusters Score -1167398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1167398.500000 Penalty: 4537.375000
	Iteration 84Q: 3 clusters Score -1167398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1167398.875000 Penalty: 4537.375000
	Iteration 85Q: 3 clusters Score -1167399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1167399.250000 Penalty: 4537.375000
	Iteration 86Q: 3 clusters Score -1167399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1167399.250000 Penalty: 4537.375000
	Iteration 87Q: 3 clusters Score -1167399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1167397.750000 Penalty: 4537.375000
	Iteration 88Q: 3 clusters Score -1167398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1167399.000000 Penalty: 4537.375000
	Iteration 89Q: 3 clusters Score -1167399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1167398.625000 Penalty: 4537.375000
	Iteration 90Q: 3 clusters Score -1167399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1167398.125000 Penalty: 4537.375000
	Iteration 91Q: 3 clusters Score -1167398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1167400.375000 Penalty: 4537.375000
	Iteration 92Q: 3 clusters Score -1167400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1167401.625000 Penalty: 4537.375000
	Iteration 93Q: 3 clusters Score -1167402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1167402.375000 Penalty: 4537.375000
	Iteration 94Q: 3 clusters Score -1167402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1167399.750000 Penalty: 4537.375000
	Iteration 95Q: 3 clusters Score -1167400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1167401.000000 Penalty: 4537.375000
	Iteration 96Q: 3 clusters Score -1167401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1167401.500000 Penalty: 4537.375000
	Iteration 97Q: 3 clusters Score -1167402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1167401.500000 Penalty: 4537.375000
	Iteration 98F: 3 clusters Score -1167402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Entering Unmasked Estep 
Score: -8273651.500000 Penalty: 2753.484375
	Iteration 0F: 2 clusters Score -8273652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -8229204.000000 Penalty: 5506.968750
	Iteration 0F: 3 clusters Score -8229204 nChanged 31118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8247280.500000 Penalty: 5506.968750
	Iteration 1F: 3 clusters Score -8247280 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -8248270.500000 Penalty: 5506.968750
	Iteration 2Q: 3 clusters Score -8248270 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -8249544.000000 Penalty: 5506.968750
	Iteration 3Q: 3 clusters Score -8249544 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -8251198.000000 Penalty: 5506.968750
	Iteration 4F: 3 clusters Score -8251198 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8253395.500000 Penalty: 5506.968750
	Iteration 5F: 3 clusters Score -8253396 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8256263.000000 Penalty: 5506.968750
	Iteration 6F: 3 clusters Score -8256263 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -8259631.000000 Penalty: 5506.968750
	Iteration 7F: 3 clusters Score -8259631 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -8262986.000000 Penalty: 5506.968750
	Iteration 8F: 3 clusters Score -8262986 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -8265775.000000 Penalty: 5506.968750
	Iteration 9Q: 3 clusters Score -8265775 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -8267675.500000 Penalty: 5506.968750
	Iteration 10Q: 3 clusters Score -8267676 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -8268951.000000 Penalty: 5506.968750
	Iteration 11Q: 3 clusters Score -8268951 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8269888.000000 Penalty: 5506.968750
	Iteration 12Q: 3 clusters Score -8269888 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8270596.500000 Penalty: 5506.968750
	Iteration 13Q: 3 clusters Score -8270596 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8271070.000000 Penalty: 5506.968750
	Iteration 14Q: 3 clusters Score -8271070 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -8271396.000000 Penalty: 5506.968750
	Iteration 15Q: 3 clusters Score -8271396 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8271675.000000 Penalty: 5506.968750
	Iteration 16Q: 3 clusters Score -8271675 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8271848.500000 Penalty: 5506.968750
	Iteration 17Q: 3 clusters Score -8271848 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8271959.000000 Penalty: 5506.968750
	Iteration 18Q: 3 clusters Score -8271959 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8272082.000000 Penalty: 5506.968750
	Iteration 19Q: 3 clusters Score -8272082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8272159.500000 Penalty: 5506.968750
	Iteration 20F: 3 clusters Score -8272160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8272194.000000 Penalty: 5506.968750
	Iteration 21Q: 3 clusters Score -8272194 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -8272224.500000 Penalty: 5506.968750
	Iteration 22Q: 3 clusters Score -8272224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8272235.500000 Penalty: 5506.968750
	Iteration 23Q: 3 clusters Score -8272236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -8272260.000000 Penalty: 5506.968750
	Iteration 24Q: 3 clusters Score -8272260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -8272276.000000 Penalty: 5506.968750
	Iteration 25Q: 3 clusters Score -8272276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8272287.000000 Penalty: 5506.968750
	Iteration 26Q: 3 clusters Score -8272287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8272302.000000 Penalty: 5506.968750
	Iteration 27Q: 3 clusters Score -8272302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8272313.000000 Penalty: 5506.968750
	Iteration 28Q: 3 clusters Score -8272313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8272325.000000 Penalty: 5506.968750
	Iteration 29Q: 3 clusters Score -8272325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8272336.500000 Penalty: 5506.968750
	Iteration 30Q: 3 clusters Score -8272336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8272337.000000 Penalty: 5506.968750
	Iteration 31Q: 3 clusters Score -8272337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8272337.500000 Penalty: 5506.968750
	Iteration 32Q: 3 clusters Score -8272338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -8272347.000000 Penalty: 5506.968750
	Iteration 33Q: 3 clusters Score -8272347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8272340.500000 Penalty: 5506.968750
	Iteration 34Q: 3 clusters Score -8272340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8272347.000000 Penalty: 5506.968750
	Iteration 35Q: 3 clusters Score -8272347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8272349.500000 Penalty: 5506.968750
	Iteration 36Q: 3 clusters Score -8272350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8272353.000000 Penalty: 5506.968750
	Iteration 37Q: 3 clusters Score -8272353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8272333.500000 Penalty: 5506.968750
	Iteration 38Q: 3 clusters Score -8272334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -8272332.000000 Penalty: 5506.968750
	Iteration 39Q: 3 clusters Score -8272332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8272326.500000 Penalty: 5506.968750
	Iteration 40F: 3 clusters Score -8272326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8272332.000000 Penalty: 5506.968750
	Iteration 41Q: 3 clusters Score -8272332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8272315.500000 Penalty: 5506.968750
	Iteration 42Q: 3 clusters Score -8272316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8272314.500000 Penalty: 5506.968750
	Iteration 43Q: 3 clusters Score -8272314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8272319.500000 Penalty: 5506.968750
	Iteration 44Q: 3 clusters Score -8272320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8272323.000000 Penalty: 5506.968750
	Iteration 45Q: 3 clusters Score -8272323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8272313.500000 Penalty: 5506.968750
	Iteration 46Q: 3 clusters Score -8272314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8272325.000000 Penalty: 5506.968750
	Iteration 47Q: 3 clusters Score -8272325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8272322.000000 Penalty: 5506.968750
	Iteration 48Q: 3 clusters Score -8272322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8272327.000000 Penalty: 5506.968750
	Iteration 49Q: 3 clusters Score -8272327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8272330.000000 Penalty: 5506.968750
	Iteration 50Q: 3 clusters Score -8272330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8272335.500000 Penalty: 5506.968750
	Iteration 51Q: 3 clusters Score -8272336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8272339.000000 Penalty: 5506.968750
	Iteration 52Q: 3 clusters Score -8272339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8272341.000000 Penalty: 5506.968750
	Iteration 53Q: 3 clusters Score -8272341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8272338.000000 Penalty: 5506.968750
	Iteration 54Q: 3 clusters Score -8272338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -8272339.000000 Penalty: 5506.968750
	Iteration 55Q: 3 clusters Score -8272339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8272335.500000 Penalty: 5506.968750
	Iteration 56Q: 3 clusters Score -8272336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -8272333.500000 Penalty: 5506.968750
	Iteration 57Q: 3 clusters Score -8272334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8272336.000000 Penalty: 5506.968750
	Iteration 58Q: 3 clusters Score -8272336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8272341.000000 Penalty: 5506.968750
	Iteration 59Q: 3 clusters Score -8272341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8272338.000000 Penalty: 5506.968750
	Iteration 60F: 3 clusters Score -8272338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8272340.500000 Penalty: 5506.968750
	Iteration 61Q: 3 clusters Score -8272340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8272350.000000 Penalty: 5506.968750
	Iteration 62Q: 3 clusters Score -8272350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8272353.500000 Penalty: 5506.968750
	Iteration 63Q: 3 clusters Score -8272354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8272351.000000 Penalty: 5506.968750
	Iteration 64Q: 3 clusters Score -8272351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8272355.500000 Penalty: 5506.968750
	Iteration 65Q: 3 clusters Score -8272356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8272355.500000 Penalty: 5506.968750
	Iteration 66Q: 3 clusters Score -8272356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8272355.500000 Penalty: 5506.968750
	Iteration 67F: 3 clusters Score -8272356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Entering Unmasked Estep 
Score: -1377158.000000 Penalty: 2336.248779
	Iteration 0F: 2 clusters Score -1377158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1368008.500000 Penalty: 4672.497559
	Iteration 0F: 3 clusters Score -1368008 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1371023.750000 Penalty: 4672.497559
	Iteration 1F: 3 clusters Score -1371024 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1371644.000000 Penalty: 4672.497559
	Iteration 2F: 3 clusters Score -1371644 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1372163.500000 Penalty: 4672.497559
	Iteration 3F: 3 clusters Score -1372164 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1372619.375000 Penalty: 4672.497559
	Iteration 4F: 3 clusters Score -1372619 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1373051.500000 Penalty: 4672.497559
	Iteration 5F: 3 clusters Score -1373052 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1373433.625000 Penalty: 4672.497559
	Iteration 6Q: 3 clusters Score -1373434 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1373768.125000 Penalty: 4672.497559
	Iteration 7Q: 3 clusters Score -1373768 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1374047.750000 Penalty: 4672.497559
	Iteration 8Q: 3 clusters Score -1374048 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1374261.625000 Penalty: 4672.497559
	Iteration 9Q: 3 clusters Score -1374262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1374426.250000 Penalty: 4672.497559
	Iteration 10Q: 3 clusters Score -1374426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1374574.500000 Penalty: 4672.497559
	Iteration 11Q: 3 clusters Score -1374574 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1374719.250000 Penalty: 4672.497559
	Iteration 12Q: 3 clusters Score -1374719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1374843.750000 Penalty: 4672.497559
	Iteration 13Q: 3 clusters Score -1374844 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1374932.750000 Penalty: 4672.497559
	Iteration 14Q: 3 clusters Score -1374933 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1375017.250000 Penalty: 4672.497559
	Iteration 15Q: 3 clusters Score -1375017 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1375096.625000 Penalty: 4672.497559
	Iteration 16Q: 3 clusters Score -1375097 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1375174.000000 Penalty: 4672.497559
	Iteration 17Q: 3 clusters Score -1375174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1375247.125000 Penalty: 4672.497559
	Iteration 18Q: 3 clusters Score -1375247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1375317.875000 Penalty: 4672.497559
	Iteration 19Q: 3 clusters Score -1375318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1375397.625000 Penalty: 4672.497559
	Iteration 20F: 3 clusters Score -1375398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1375471.250000 Penalty: 4672.497559
	Iteration 21Q: 3 clusters Score -1375471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1375534.875000 Penalty: 4672.497559
	Iteration 22Q: 3 clusters Score -1375535 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1375596.250000 Penalty: 4672.497559
	Iteration 23Q: 3 clusters Score -1375596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1375651.250000 Penalty: 4672.497559
	Iteration 24Q: 3 clusters Score -1375651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1375699.000000 Penalty: 4672.497559
	Iteration 25Q: 3 clusters Score -1375699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1375734.250000 Penalty: 4672.497559
	Iteration 26Q: 3 clusters Score -1375734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1375761.000000 Penalty: 4672.497559
	Iteration 27Q: 3 clusters Score -1375761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1375792.750000 Penalty: 4672.497559
	Iteration 28Q: 3 clusters Score -1375793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1375817.000000 Penalty: 4672.497559
	Iteration 29Q: 3 clusters Score -1375817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1375826.000000 Penalty: 4672.497559
	Iteration 30Q: 3 clusters Score -1375826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1375830.500000 Penalty: 4672.497559
	Iteration 31Q: 3 clusters Score -1375830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1375840.250000 Penalty: 4672.497559
	Iteration 32Q: 3 clusters Score -1375840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1375843.750000 Penalty: 4672.497559
	Iteration 33Q: 3 clusters Score -1375844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1375845.500000 Penalty: 4672.497559
	Iteration 34Q: 3 clusters Score -1375846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1375850.875000 Penalty: 4672.497559
	Iteration 35Q: 3 clusters Score -1375851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1375859.000000 Penalty: 4672.497559
	Iteration 36Q: 3 clusters Score -1375859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1375862.750000 Penalty: 4672.497559
	Iteration 37Q: 3 clusters Score -1375863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1375870.000000 Penalty: 4672.497559
	Iteration 38Q: 3 clusters Score -1375870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1375878.125000 Penalty: 4672.497559
	Iteration 39Q: 3 clusters Score -1375878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1375889.625000 Penalty: 4672.497559
	Iteration 40F: 3 clusters Score -1375890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1375897.250000 Penalty: 4672.497559
	Iteration 41Q: 3 clusters Score -1375897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1375902.375000 Penalty: 4672.497559
	Iteration 42Q: 3 clusters Score -1375902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1375908.875000 Penalty: 4672.497559
	Iteration 43Q: 3 clusters Score -1375909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1375909.250000 Penalty: 4672.497559
	Iteration 44Q: 3 clusters Score -1375909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1375911.625000 Penalty: 4672.497559
	Iteration 45Q: 3 clusters Score -1375912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1375911.750000 Penalty: 4672.497559
	Iteration 46Q: 3 clusters Score -1375912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1375911.625000 Penalty: 4672.497559
	Iteration 47Q: 3 clusters Score -1375912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1375911.750000 Penalty: 4672.497559
	Iteration 48Q: 3 clusters Score -1375912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1375914.750000 Penalty: 4672.497559
	Iteration 49Q: 3 clusters Score -1375915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1375916.125000 Penalty: 4672.497559
	Iteration 50Q: 3 clusters Score -1375916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1375916.875000 Penalty: 4672.497559
	Iteration 51Q: 3 clusters Score -1375917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1375919.250000 Penalty: 4672.497559
	Iteration 52Q: 3 clusters Score -1375919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1375919.250000 Penalty: 4672.497559
	Iteration 53F: 3 clusters Score -1375919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -881921.437500 Penalty: 2199.715332
	Iteration 0F: 2 clusters Score -881921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -876056.375000 Penalty: 4399.430664
	Iteration 0F: 3 clusters Score -876056.4 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -877657.625000 Penalty: 4399.430664
	Iteration 1F: 3 clusters Score -877657.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -878021.312500 Penalty: 4399.430664
	Iteration 2F: 3 clusters Score -878021.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -878379.875000 Penalty: 4399.430664
	Iteration 3F: 3 clusters Score -878379.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -878705.375000 Penalty: 4399.430664
	Iteration 4F: 3 clusters Score -878705.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -879023.062500 Penalty: 4399.430664
	Iteration 5F: 3 clusters Score -879023.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -879289.375000 Penalty: 4399.430664
	Iteration 6F: 3 clusters Score -879289.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -879515.187500 Penalty: 4399.430664
	Iteration 7Q: 3 clusters Score -879515.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -879727.125000 Penalty: 4399.430664
	Iteration 8Q: 3 clusters Score -879727.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -879898.000000 Penalty: 4399.430664
	Iteration 9Q: 3 clusters Score -879898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -880024.437500 Penalty: 4399.430664
	Iteration 10Q: 3 clusters Score -880024.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -880112.500000 Penalty: 4399.430664
	Iteration 11Q: 3 clusters Score -880112.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -880168.062500 Penalty: 4399.430664
	Iteration 12Q: 3 clusters Score -880168.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -880215.562500 Penalty: 4399.430664
	Iteration 13Q: 3 clusters Score -880215.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -880244.500000 Penalty: 4399.430664
	Iteration 14Q: 3 clusters Score -880244.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -880264.250000 Penalty: 4399.430664
	Iteration 15Q: 3 clusters Score -880264.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -880288.625000 Penalty: 4399.430664
	Iteration 16Q: 3 clusters Score -880288.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -880305.562500 Penalty: 4399.430664
	Iteration 17Q: 3 clusters Score -880305.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -880313.437500 Penalty: 4399.430664
	Iteration 18Q: 3 clusters Score -880313.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -880318.625000 Penalty: 4399.430664
	Iteration 19Q: 3 clusters Score -880318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -880324.312500 Penalty: 4399.430664
	Iteration 20F: 3 clusters Score -880324.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -880329.312500 Penalty: 4399.430664
	Iteration 21Q: 3 clusters Score -880329.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -880332.000000 Penalty: 4399.430664
	Iteration 22Q: 3 clusters Score -880332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -880336.625000 Penalty: 4399.430664
	Iteration 23Q: 3 clusters Score -880336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -880339.187500 Penalty: 4399.430664
	Iteration 24Q: 3 clusters Score -880339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -880342.187500 Penalty: 4399.430664
	Iteration 25Q: 3 clusters Score -880342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -880345.312500 Penalty: 4399.430664
	Iteration 26Q: 3 clusters Score -880345.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -880347.437500 Penalty: 4399.430664
	Iteration 27Q: 3 clusters Score -880347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -880347.312500 Penalty: 4399.430664
	Iteration 28Q: 3 clusters Score -880347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -880348.187500 Penalty: 4399.430664
	Iteration 29Q: 3 clusters Score -880348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -880348.187500 Penalty: 4399.430664
	Iteration 30F: 3 clusters Score -880348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -331507.406250 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -331507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -328437.218750 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -328437.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -329165.875000 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -329165.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -329603.062500 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -329603.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330014.250000 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -330014.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330273.312500 Penalty: 3929.081543
	Iteration 4F: 3 clusters Score -330273.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -330449.250000 Penalty: 3929.081543
	Iteration 5F: 3 clusters Score -330449.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -330551.468750 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -330551.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -330604.125000 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -330604.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -330628.531250 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -330628.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -330644.781250 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -330644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -330656.000000 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -330656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -330660.500000 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -330660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -330663.937500 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -330663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -330668.031250 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -330668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -330670.000000 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -330670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -330670.218750 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -330670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -330670.218750 Penalty: 3929.081543
	Iteration 16F: 3 clusters Score -330670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -161274.296875 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -161274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159095.406250 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -159095.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159478.718750 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -159478.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159631.546875 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -159631.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159761.781250 Penalty: 3579.488037
	Iteration 3F: 3 clusters Score -159761.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159929.625000 Penalty: 3579.488037
	Iteration 4F: 3 clusters Score -159929.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160142.578125 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -160142.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160610.093750 Penalty: 3579.488037
	Iteration 6F: 3 clusters Score -160610.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161067.156250 Penalty: 3579.488037
	Iteration 7F: 3 clusters Score -161067.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161226.125000 Penalty: 3579.488037
	Iteration 8F: 3 clusters Score -161226.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161316.796875 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -161316.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161362.015625 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -161362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161377.515625 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -161377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161384.734375 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -161384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161389.656250 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -161389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161408.453125 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -161408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161426.250000 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -161426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161445.828125 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -161445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -161466.609375 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -161466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -161482.218750 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -161482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161483.421875 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -161483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161483.421875 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -161483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 952 members 
Entering Unmasked Estep 
Score: -134487312.000000 Penalty: 248604.390625
Splitting cluster 26 changes total score from -134488736.000000 to -134487312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -390555.937500 Penalty: 1995.305908
	Iteration 0F: 2 clusters Score -390555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -387232.906250 Penalty: 3990.611816
	Iteration 0F: 3 clusters Score -387232.9 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -387903.593750 Penalty: 3990.611816
	Iteration 1F: 3 clusters Score -387903.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -388092.750000 Penalty: 3990.611816
	Iteration 2F: 3 clusters Score -388092.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -388218.875000 Penalty: 3990.611816
	Iteration 3Q: 3 clusters Score -388218.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -388320.375000 Penalty: 3990.611816
	Iteration 4Q: 3 clusters Score -388320.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -388395.031250 Penalty: 3990.611816
	Iteration 5Q: 3 clusters Score -388395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -388472.406250 Penalty: 3990.611816
	Iteration 6Q: 3 clusters Score -388472.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -388533.343750 Penalty: 3990.611816
	Iteration 7Q: 3 clusters Score -388533.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -388583.281250 Penalty: 3990.611816
	Iteration 8Q: 3 clusters Score -388583.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -388613.781250 Penalty: 3990.611816
	Iteration 9Q: 3 clusters Score -388613.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -388643.906250 Penalty: 3990.611816
	Iteration 10Q: 3 clusters Score -388643.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -388672.625000 Penalty: 3990.611816
	Iteration 11Q: 3 clusters Score -388672.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388705.218750 Penalty: 3990.611816
	Iteration 12Q: 3 clusters Score -388705.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -388735.375000 Penalty: 3990.611816
	Iteration 13Q: 3 clusters Score -388735.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -388758.937500 Penalty: 3990.611816
	Iteration 14Q: 3 clusters Score -388758.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388782.031250 Penalty: 3990.611816
	Iteration 15Q: 3 clusters Score -388782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -388804.187500 Penalty: 3990.611816
	Iteration 16Q: 3 clusters Score -388804.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -388828.500000 Penalty: 3990.611816
	Iteration 17Q: 3 clusters Score -388828.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -388849.968750 Penalty: 3990.611816
	Iteration 18Q: 3 clusters Score -388850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -388873.593750 Penalty: 3990.611816
	Iteration 19Q: 3 clusters Score -388873.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -388903.687500 Penalty: 3990.611816
	Iteration 20F: 3 clusters Score -388903.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -388938.343750 Penalty: 3990.611816
	Iteration 21Q: 3 clusters Score -388938.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -388960.437500 Penalty: 3990.611816
	Iteration 22Q: 3 clusters Score -388960.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -388987.281250 Penalty: 3990.611816
	Iteration 23Q: 3 clusters Score -388987.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -389016.250000 Penalty: 3990.611816
	Iteration 24Q: 3 clusters Score -389016.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -389039.812500 Penalty: 3990.611816
	Iteration 25Q: 3 clusters Score -389039.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -389057.250000 Penalty: 3990.611816
	Iteration 26Q: 3 clusters Score -389057.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -389074.125000 Penalty: 3990.611816
	Iteration 27Q: 3 clusters Score -389074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -389093.250000 Penalty: 3990.611816
	Iteration 28Q: 3 clusters Score -389093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -389124.562500 Penalty: 3990.611816
	Iteration 29Q: 3 clusters Score -389124.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -389148.593750 Penalty: 3990.611816
	Iteration 30Q: 3 clusters Score -389148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -389172.062500 Penalty: 3990.611816
	Iteration 31Q: 3 clusters Score -389172.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -389193.937500 Penalty: 3990.611816
	Iteration 32Q: 3 clusters Score -389193.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -389216.500000 Penalty: 3990.611816
	Iteration 33Q: 3 clusters Score -389216.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -389241.718750 Penalty: 3990.611816
	Iteration 34Q: 3 clusters Score -389241.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -389264.156250 Penalty: 3990.611816
	Iteration 35Q: 3 clusters Score -389264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389283.781250 Penalty: 3990.611816
	Iteration 36Q: 3 clusters Score -389283.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -389306.156250 Penalty: 3990.611816
	Iteration 37Q: 3 clusters Score -389306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -389322.218750 Penalty: 3990.611816
	Iteration 38Q: 3 clusters Score -389322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -389331.562500 Penalty: 3990.611816
	Iteration 39Q: 3 clusters Score -389331.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -389341.218750 Penalty: 3990.611816
	Iteration 40F: 3 clusters Score -389341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -389349.781250 Penalty: 3990.611816
	Iteration 41Q: 3 clusters Score -389349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -389360.625000 Penalty: 3990.611816
	Iteration 42Q: 3 clusters Score -389360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -389364.562500 Penalty: 3990.611816
	Iteration 43Q: 3 clusters Score -389364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -389368.281250 Penalty: 3990.611816
	Iteration 44Q: 3 clusters Score -389368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -389372.875000 Penalty: 3990.611816
	Iteration 45Q: 3 clusters Score -389372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -389373.875000 Penalty: 3990.611816
	Iteration 46Q: 3 clusters Score -389373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -389376.375000 Penalty: 3990.611816
	Iteration 47Q: 3 clusters Score -389376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -389376.375000 Penalty: 3990.611816
	Iteration 48F: 3 clusters Score -389376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Entering Unmasked Estep 
Score: -3320834.000000 Penalty: 2532.266357
	Iteration 0F: 2 clusters Score -3320834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3302234.000000 Penalty: 5064.532715
	Iteration 0F: 3 clusters Score -3302234 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3309186.000000 Penalty: 5064.532715
	Iteration 1F: 3 clusters Score -3309186 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3310048.500000 Penalty: 5064.532715
	Iteration 2F: 3 clusters Score -3310048 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3310948.000000 Penalty: 5064.532715
	Iteration 3F: 3 clusters Score -3310948 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3311816.250000 Penalty: 5064.532715
	Iteration 4F: 3 clusters Score -3311816 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3312676.750000 Penalty: 5064.532715
	Iteration 5F: 3 clusters Score -3312677 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3313551.000000 Penalty: 5064.532715
	Iteration 6F: 3 clusters Score -3313551 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3314393.000000 Penalty: 5064.532715
	Iteration 7F: 3 clusters Score -3314393 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3315079.000000 Penalty: 5064.532715
	Iteration 8Q: 3 clusters Score -3315079 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3315680.000000 Penalty: 5064.532715
	Iteration 9Q: 3 clusters Score -3315680 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3316143.500000 Penalty: 5064.532715
	Iteration 10Q: 3 clusters Score -3316144 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3316445.500000 Penalty: 5064.532715
	Iteration 11Q: 3 clusters Score -3316446 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3316651.000000 Penalty: 5064.532715
	Iteration 12Q: 3 clusters Score -3316651 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3316786.250000 Penalty: 5064.532715
	Iteration 13Q: 3 clusters Score -3316786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3316912.250000 Penalty: 5064.532715
	Iteration 14Q: 3 clusters Score -3316912 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3317036.250000 Penalty: 5064.532715
	Iteration 15Q: 3 clusters Score -3317036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3317167.250000 Penalty: 5064.532715
	Iteration 16Q: 3 clusters Score -3317167 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3317308.750000 Penalty: 5064.532715
	Iteration 17Q: 3 clusters Score -3317309 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3317461.500000 Penalty: 5064.532715
	Iteration 18Q: 3 clusters Score -3317462 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3317567.000000 Penalty: 5064.532715
	Iteration 19Q: 3 clusters Score -3317567 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3317694.250000 Penalty: 5064.532715
	Iteration 20F: 3 clusters Score -3317694 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3317803.000000 Penalty: 5064.532715
	Iteration 21Q: 3 clusters Score -3317803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3317870.250000 Penalty: 5064.532715
	Iteration 22Q: 3 clusters Score -3317870 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3317952.250000 Penalty: 5064.532715
	Iteration 23Q: 3 clusters Score -3317952 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3318023.750000 Penalty: 5064.532715
	Iteration 24Q: 3 clusters Score -3318024 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3318067.250000 Penalty: 5064.532715
	Iteration 25Q: 3 clusters Score -3318067 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3318135.500000 Penalty: 5064.532715
	Iteration 26Q: 3 clusters Score -3318136 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3318207.750000 Penalty: 5064.532715
	Iteration 27Q: 3 clusters Score -3318208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3318274.250000 Penalty: 5064.532715
	Iteration 28Q: 3 clusters Score -3318274 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3318335.000000 Penalty: 5064.532715
	Iteration 29Q: 3 clusters Score -3318335 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3318411.250000 Penalty: 5064.532715
	Iteration 30Q: 3 clusters Score -3318411 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3318470.750000 Penalty: 5064.532715
	Iteration 31Q: 3 clusters Score -3318471 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3318539.000000 Penalty: 5064.532715
	Iteration 32Q: 3 clusters Score -3318539 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3318601.000000 Penalty: 5064.532715
	Iteration 33Q: 3 clusters Score -3318601 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3318669.500000 Penalty: 5064.532715
	Iteration 34Q: 3 clusters Score -3318670 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3318753.750000 Penalty: 5064.532715
	Iteration 35Q: 3 clusters Score -3318754 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3318828.000000 Penalty: 5064.532715
	Iteration 36Q: 3 clusters Score -3318828 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3318898.000000 Penalty: 5064.532715
	Iteration 37Q: 3 clusters Score -3318898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3318965.500000 Penalty: 5064.532715
	Iteration 38Q: 3 clusters Score -3318966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3319001.000000 Penalty: 5064.532715
	Iteration 39Q: 3 clusters Score -3319001 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3319059.750000 Penalty: 5064.532715
	Iteration 40F: 3 clusters Score -3319060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3319124.000000 Penalty: 5064.532715
	Iteration 41Q: 3 clusters Score -3319124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3319170.750000 Penalty: 5064.532715
	Iteration 42Q: 3 clusters Score -3319171 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3319215.250000 Penalty: 5064.532715
	Iteration 43Q: 3 clusters Score -3319215 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3319252.250000 Penalty: 5064.532715
	Iteration 44Q: 3 clusters Score -3319252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3319279.000000 Penalty: 5064.532715
	Iteration 45Q: 3 clusters Score -3319279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3319307.500000 Penalty: 5064.532715
	Iteration 46Q: 3 clusters Score -3319308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3319329.750000 Penalty: 5064.532715
	Iteration 47Q: 3 clusters Score -3319330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3319355.250000 Penalty: 5064.532715
	Iteration 48Q: 3 clusters Score -3319355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3319382.000000 Penalty: 5064.532715
	Iteration 49Q: 3 clusters Score -3319382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3319413.500000 Penalty: 5064.532715
	Iteration 50Q: 3 clusters Score -3319414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3319444.250000 Penalty: 5064.532715
	Iteration 51Q: 3 clusters Score -3319444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3319460.500000 Penalty: 5064.532715
	Iteration 52Q: 3 clusters Score -3319460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3319472.000000 Penalty: 5064.532715
	Iteration 53Q: 3 clusters Score -3319472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3319501.500000 Penalty: 5064.532715
	Iteration 54Q: 3 clusters Score -3319502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3319508.500000 Penalty: 5064.532715
	Iteration 55Q: 3 clusters Score -3319508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3319516.500000 Penalty: 5064.532715
	Iteration 56Q: 3 clusters Score -3319516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3319529.500000 Penalty: 5064.532715
	Iteration 57Q: 3 clusters Score -3319530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3319536.500000 Penalty: 5064.532715
	Iteration 58Q: 3 clusters Score -3319536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3319548.250000 Penalty: 5064.532715
	Iteration 59Q: 3 clusters Score -3319548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3319562.250000 Penalty: 5064.532715
	Iteration 60F: 3 clusters Score -3319562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3319567.500000 Penalty: 5064.532715
	Iteration 61Q: 3 clusters Score -3319568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3319571.000000 Penalty: 5064.532715
	Iteration 62Q: 3 clusters Score -3319571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3319584.750000 Penalty: 5064.532715
	Iteration 63Q: 3 clusters Score -3319585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3319584.500000 Penalty: 5064.532715
	Iteration 64Q: 3 clusters Score -3319584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3319596.750000 Penalty: 5064.532715
	Iteration 65Q: 3 clusters Score -3319597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3319598.500000 Penalty: 5064.532715
	Iteration 66Q: 3 clusters Score -3319598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3319604.500000 Penalty: 5064.532715
	Iteration 67Q: 3 clusters Score -3319604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3319607.500000 Penalty: 5064.532715
	Iteration 68Q: 3 clusters Score -3319608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3319614.000000 Penalty: 5064.532715
	Iteration 69Q: 3 clusters Score -3319614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3319618.500000 Penalty: 5064.532715
	Iteration 70Q: 3 clusters Score -3319618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3319625.250000 Penalty: 5064.532715
	Iteration 71Q: 3 clusters Score -3319625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3319628.500000 Penalty: 5064.532715
	Iteration 72Q: 3 clusters Score -3319628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3319636.750000 Penalty: 5064.532715
	Iteration 73Q: 3 clusters Score -3319637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3319641.500000 Penalty: 5064.532715
	Iteration 74Q: 3 clusters Score -3319642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3319647.750000 Penalty: 5064.532715
	Iteration 75Q: 3 clusters Score -3319648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3319657.250000 Penalty: 5064.532715
	Iteration 76Q: 3 clusters Score -3319657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3319655.500000 Penalty: 5064.532715
	Iteration 77Q: 3 clusters Score -3319656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3319657.000000 Penalty: 5064.532715
	Iteration 78Q: 3 clusters Score -3319657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3319650.000000 Penalty: 5064.532715
	Iteration 79Q: 3 clusters Score -3319650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3319663.500000 Penalty: 5064.532715
	Iteration 80F: 3 clusters Score -3319664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3319659.500000 Penalty: 5064.532715
	Iteration 81Q: 3 clusters Score -3319660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3319669.000000 Penalty: 5064.532715
	Iteration 82Q: 3 clusters Score -3319669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3319663.750000 Penalty: 5064.532715
	Iteration 83Q: 3 clusters Score -3319664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3319671.250000 Penalty: 5064.532715
	Iteration 84Q: 3 clusters Score -3319671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3319672.500000 Penalty: 5064.532715
	Iteration 85Q: 3 clusters Score -3319672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3319674.750000 Penalty: 5064.532715
	Iteration 86Q: 3 clusters Score -3319675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3319672.750000 Penalty: 5064.532715
	Iteration 87Q: 3 clusters Score -3319673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3319675.750000 Penalty: 5064.532715
	Iteration 88Q: 3 clusters Score -3319676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3319677.750000 Penalty: 5064.532715
	Iteration 89Q: 3 clusters Score -3319678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3319680.750000 Penalty: 5064.532715
	Iteration 90Q: 3 clusters Score -3319681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3319683.750000 Penalty: 5064.532715
	Iteration 91Q: 3 clusters Score -3319684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3319684.250000 Penalty: 5064.532715
	Iteration 92Q: 3 clusters Score -3319684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3319680.500000 Penalty: 5064.532715
	Iteration 93Q: 3 clusters Score -3319680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3319686.750000 Penalty: 5064.532715
	Iteration 94Q: 3 clusters Score -3319687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3319691.750000 Penalty: 5064.532715
	Iteration 95Q: 3 clusters Score -3319692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3319689.500000 Penalty: 5064.532715
	Iteration 96Q: 3 clusters Score -3319690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3319697.750000 Penalty: 5064.532715
	Iteration 97Q: 3 clusters Score -3319698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3319696.500000 Penalty: 5064.532715
	Iteration 98Q: 3 clusters Score -3319696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3319701.250000 Penalty: 5064.532715
	Iteration 99Q: 3 clusters Score -3319701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3319705.750000 Penalty: 5064.532715
	Iteration 100F: 3 clusters Score -3319706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3319701.000000 Penalty: 5064.532715
	Iteration 101Q: 3 clusters Score -3319701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3319706.750000 Penalty: 5064.532715
	Iteration 102Q: 3 clusters Score -3319707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3319706.500000 Penalty: 5064.532715
	Iteration 103Q: 3 clusters Score -3319706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3319710.500000 Penalty: 5064.532715
	Iteration 104Q: 3 clusters Score -3319710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3319722.750000 Penalty: 5064.532715
	Iteration 105Q: 3 clusters Score -3319723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3319720.250000 Penalty: 5064.532715
	Iteration 106Q: 3 clusters Score -3319720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3319723.250000 Penalty: 5064.532715
	Iteration 107Q: 3 clusters Score -3319723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3319729.000000 Penalty: 5064.532715
	Iteration 108Q: 3 clusters Score -3319729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3319728.000000 Penalty: 5064.532715
	Iteration 109Q: 3 clusters Score -3319728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3319730.250000 Penalty: 5064.532715
	Iteration 110Q: 3 clusters Score -3319730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3319733.250000 Penalty: 5064.532715
	Iteration 111Q: 3 clusters Score -3319733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3319734.500000 Penalty: 5064.532715
	Iteration 112Q: 3 clusters Score -3319734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3319735.500000 Penalty: 5064.532715
	Iteration 113Q: 3 clusters Score -3319736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3319731.750000 Penalty: 5064.532715
	Iteration 114Q: 3 clusters Score -3319732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3319735.250000 Penalty: 5064.532715
	Iteration 115Q: 3 clusters Score -3319735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3319732.750000 Penalty: 5064.532715
	Iteration 116Q: 3 clusters Score -3319733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3319733.250000 Penalty: 5064.532715
	Iteration 117Q: 3 clusters Score -3319733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3319732.750000 Penalty: 5064.532715
	Iteration 118Q: 3 clusters Score -3319733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3319735.000000 Penalty: 5064.532715
	Iteration 119Q: 3 clusters Score -3319735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3319736.500000 Penalty: 5064.532715
	Iteration 120F: 3 clusters Score -3319736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3319734.750000 Penalty: 5064.532715
	Iteration 121Q: 3 clusters Score -3319735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3319734.750000 Penalty: 5064.532715
	Iteration 122F: 3 clusters Score -3319735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -47248.363281 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -47248.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45824.238281 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -45824.24 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46201.613281 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -46201.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46404.058594 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -46404.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46550.347656 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -46550.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46809.675781 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -46809.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47290.593750 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -47290.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47738.003906 Penalty: 3096.142822
	Iteration 6F: 3 clusters Score -47738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48089.613281 Penalty: 3096.142822
	Iteration 7F: 3 clusters Score -48089.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48240.074219 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -48240.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48278.019531 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -48278.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48281.808594 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -48281.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48281.808594 Penalty: 3096.142822
	Iteration 11F: 3 clusters Score -48281.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 257 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 257 members 
Entering Unmasked Estep 
Score: -134487776.000000 Penalty: 248604.390625
Splitting cluster 29 changes total score from -134488736.000000 to -134487776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Entering Unmasked Estep 
Score: -1461687.375000 Penalty: 2324.222168
	Iteration 0F: 2 clusters Score -1461687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1452876.500000 Penalty: 4648.444336
	Iteration 0F: 3 clusters Score -1452876 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1455424.625000 Penalty: 4648.444336
	Iteration 1F: 3 clusters Score -1455425 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1455745.875000 Penalty: 4648.444336
	Iteration 2F: 3 clusters Score -1455746 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1456007.375000 Penalty: 4648.444336
	Iteration 3F: 3 clusters Score -1456007 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1456197.000000 Penalty: 4648.444336
	Iteration 4Q: 3 clusters Score -1456197 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1456360.125000 Penalty: 4648.444336
	Iteration 5Q: 3 clusters Score -1456360 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1456518.000000 Penalty: 4648.444336
	Iteration 6Q: 3 clusters Score -1456518 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1456680.750000 Penalty: 4648.444336
	Iteration 7Q: 3 clusters Score -1456681 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1456896.250000 Penalty: 4648.444336
	Iteration 8Q: 3 clusters Score -1456896 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1457139.875000 Penalty: 4648.444336
	Iteration 9Q: 3 clusters Score -1457140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1457445.875000 Penalty: 4648.444336
	Iteration 10Q: 3 clusters Score -1457446 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1457776.125000 Penalty: 4648.444336
	Iteration 11Q: 3 clusters Score -1457776 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1458110.375000 Penalty: 4648.444336
	Iteration 12Q: 3 clusters Score -1458110 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1458441.375000 Penalty: 4648.444336
	Iteration 13Q: 3 clusters Score -1458441 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1458746.250000 Penalty: 4648.444336
	Iteration 14Q: 3 clusters Score -1458746 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1458995.125000 Penalty: 4648.444336
	Iteration 15Q: 3 clusters Score -1458995 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1459180.500000 Penalty: 4648.444336
	Iteration 16Q: 3 clusters Score -1459180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1459294.125000 Penalty: 4648.444336
	Iteration 17Q: 3 clusters Score -1459294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1459393.250000 Penalty: 4648.444336
	Iteration 18Q: 3 clusters Score -1459393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1459469.875000 Penalty: 4648.444336
	Iteration 19Q: 3 clusters Score -1459470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1459520.750000 Penalty: 4648.444336
	Iteration 20F: 3 clusters Score -1459521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1459581.125000 Penalty: 4648.444336
	Iteration 21Q: 3 clusters Score -1459581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1459616.000000 Penalty: 4648.444336
	Iteration 22Q: 3 clusters Score -1459616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1459644.000000 Penalty: 4648.444336
	Iteration 23Q: 3 clusters Score -1459644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1459658.250000 Penalty: 4648.444336
	Iteration 24Q: 3 clusters Score -1459658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1459671.375000 Penalty: 4648.444336
	Iteration 25Q: 3 clusters Score -1459671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1459677.250000 Penalty: 4648.444336
	Iteration 26Q: 3 clusters Score -1459677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1459684.750000 Penalty: 4648.444336
	Iteration 27Q: 3 clusters Score -1459685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1459689.500000 Penalty: 4648.444336
	Iteration 28Q: 3 clusters Score -1459690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1459698.625000 Penalty: 4648.444336
	Iteration 29Q: 3 clusters Score -1459699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1459704.875000 Penalty: 4648.444336
	Iteration 30Q: 3 clusters Score -1459705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1459707.875000 Penalty: 4648.444336
	Iteration 31Q: 3 clusters Score -1459708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1459712.750000 Penalty: 4648.444336
	Iteration 32Q: 3 clusters Score -1459713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1459716.875000 Penalty: 4648.444336
	Iteration 33Q: 3 clusters Score -1459717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1459718.375000 Penalty: 4648.444336
	Iteration 34Q: 3 clusters Score -1459718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1459721.000000 Penalty: 4648.444336
	Iteration 35Q: 3 clusters Score -1459721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1459722.625000 Penalty: 4648.444336
	Iteration 36Q: 3 clusters Score -1459723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1459723.250000 Penalty: 4648.444336
	Iteration 37Q: 3 clusters Score -1459723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1459723.375000 Penalty: 4648.444336
	Iteration 38Q: 3 clusters Score -1459723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1459722.875000 Penalty: 4648.444336
	Iteration 39Q: 3 clusters Score -1459723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1459723.500000 Penalty: 4648.444336
	Iteration 40F: 3 clusters Score -1459724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1459724.750000 Penalty: 4648.444336
	Iteration 41Q: 3 clusters Score -1459725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1459724.875000 Penalty: 4648.444336
	Iteration 42Q: 3 clusters Score -1459725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1459728.500000 Penalty: 4648.444336
	Iteration 43Q: 3 clusters Score -1459728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1459728.500000 Penalty: 4648.444336
	Iteration 44F: 3 clusters Score -1459728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -276387.593750 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -276387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -273595.687500 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -273595.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -274151.437500 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -274151.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -274299.031250 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -274299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -274374.812500 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -274374.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -274429.312500 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -274429.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -274472.218750 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -274472.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -274493.687500 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -274493.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -274516.812500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -274516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -274533.812500 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -274533.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -274553.656250 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -274553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274566.000000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -274566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -274579.187500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -274579.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -274595.125000 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -274595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -274604.656250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -274604.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -274612.750000 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -274612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274620.593750 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -274620.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -274629.843750 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -274629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274639.312500 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -274639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274644.093750 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -274644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274650.406250 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -274650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274655.656250 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -274655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274659.250000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -274659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274661.125000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -274661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274661.812500 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -274661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274663.218750 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -274663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274663.968750 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -274664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274667.906250 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -274667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274673.093750 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -274673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -274676.250000 Penalty: 3837.857666
	Iteration 28Q: 3 clusters Score -274676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274680.812500 Penalty: 3837.857666
	Iteration 29Q: 3 clusters Score -274680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -274687.187500 Penalty: 3837.857666
	Iteration 30Q: 3 clusters Score -274687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274692.312500 Penalty: 3837.857666
	Iteration 31Q: 3 clusters Score -274692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -274700.156250 Penalty: 3837.857666
	Iteration 32Q: 3 clusters Score -274700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -274704.906250 Penalty: 3837.857666
	Iteration 33Q: 3 clusters Score -274704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -274707.656250 Penalty: 3837.857666
	Iteration 34Q: 3 clusters Score -274707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274710.437500 Penalty: 3837.857666
	Iteration 35Q: 3 clusters Score -274710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274713.125000 Penalty: 3837.857666
	Iteration 36Q: 3 clusters Score -274713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274717.718750 Penalty: 3837.857666
	Iteration 37Q: 3 clusters Score -274717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274721.937500 Penalty: 3837.857666
	Iteration 38Q: 3 clusters Score -274721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274728.781250 Penalty: 3837.857666
	Iteration 39Q: 3 clusters Score -274728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274736.031250 Penalty: 3837.857666
	Iteration 40F: 3 clusters Score -274736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274740.875000 Penalty: 3837.857666
	Iteration 41Q: 3 clusters Score -274740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274746.468750 Penalty: 3837.857666
	Iteration 42Q: 3 clusters Score -274746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274753.468750 Penalty: 3837.857666
	Iteration 43Q: 3 clusters Score -274753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274759.437500 Penalty: 3837.857666
	Iteration 44Q: 3 clusters Score -274759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274765.625000 Penalty: 3837.857666
	Iteration 45Q: 3 clusters Score -274765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274770.093750 Penalty: 3837.857666
	Iteration 46Q: 3 clusters Score -274770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274771.875000 Penalty: 3837.857666
	Iteration 47Q: 3 clusters Score -274771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274773.156250 Penalty: 3837.857666
	Iteration 48Q: 3 clusters Score -274773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274774.656250 Penalty: 3837.857666
	Iteration 49Q: 3 clusters Score -274774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274777.968750 Penalty: 3837.857666
	Iteration 50Q: 3 clusters Score -274778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274782.281250 Penalty: 3837.857666
	Iteration 51Q: 3 clusters Score -274782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274784.875000 Penalty: 3837.857666
	Iteration 52Q: 3 clusters Score -274784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274786.500000 Penalty: 3837.857666
	Iteration 53Q: 3 clusters Score -274786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274786.906250 Penalty: 3837.857666
	Iteration 54Q: 3 clusters Score -274786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274789.843750 Penalty: 3837.857666
	Iteration 55Q: 3 clusters Score -274789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274794.812500 Penalty: 3837.857666
	Iteration 56Q: 3 clusters Score -274794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -274799.343750 Penalty: 3837.857666
	Iteration 57Q: 3 clusters Score -274799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274806.156250 Penalty: 3837.857666
	Iteration 58Q: 3 clusters Score -274806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274809.375000 Penalty: 3837.857666
	Iteration 59Q: 3 clusters Score -274809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274812.593750 Penalty: 3837.857666
	Iteration 60F: 3 clusters Score -274812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274814.562500 Penalty: 3837.857666
	Iteration 61Q: 3 clusters Score -274814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274816.125000 Penalty: 3837.857666
	Iteration 62Q: 3 clusters Score -274816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274816.656250 Penalty: 3837.857666
	Iteration 63Q: 3 clusters Score -274816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274816.656250 Penalty: 3837.857666
	Iteration 64F: 3 clusters Score -274816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Entering Unmasked Estep 
Score: -8303630.500000 Penalty: 2757.749268
	Iteration 0F: 2 clusters Score -8303630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8258372.000000 Penalty: 5515.498535
	Iteration 0F: 3 clusters Score -8258372 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -8276315.500000 Penalty: 5515.498535
	Iteration 1F: 3 clusters Score -8276316 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -8277310.500000 Penalty: 5515.498535
	Iteration 2Q: 3 clusters Score -8277310 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -8278630.500000 Penalty: 5515.498535
	Iteration 3Q: 3 clusters Score -8278630 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8280529.500000 Penalty: 5515.498535
	Iteration 4F: 3 clusters Score -8280530 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8283081.500000 Penalty: 5515.498535
	Iteration 5F: 3 clusters Score -8283082 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8286583.500000 Penalty: 5515.498535
	Iteration 6F: 3 clusters Score -8286584 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8290560.000000 Penalty: 5515.498535
	Iteration 7F: 3 clusters Score -8290560 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -8294152.000000 Penalty: 5515.498535
	Iteration 8F: 3 clusters Score -8294152 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8296984.000000 Penalty: 5515.498535
	Iteration 9Q: 3 clusters Score -8296984 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8298873.500000 Penalty: 5515.498535
	Iteration 10Q: 3 clusters Score -8298874 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -8300015.500000 Penalty: 5515.498535
	Iteration 11Q: 3 clusters Score -8300016 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8300693.000000 Penalty: 5515.498535
	Iteration 12Q: 3 clusters Score -8300693 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8301161.500000 Penalty: 5515.498535
	Iteration 13Q: 3 clusters Score -8301162 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -8301429.000000 Penalty: 5515.498535
	Iteration 14Q: 3 clusters Score -8301429 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8301594.000000 Penalty: 5515.498535
	Iteration 15Q: 3 clusters Score -8301594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8301688.500000 Penalty: 5515.498535
	Iteration 16Q: 3 clusters Score -8301688 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8301753.500000 Penalty: 5515.498535
	Iteration 17Q: 3 clusters Score -8301754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -8301802.000000 Penalty: 5515.498535
	Iteration 18Q: 3 clusters Score -8301802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8301875.000000 Penalty: 5515.498535
	Iteration 19Q: 3 clusters Score -8301875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -8301908.000000 Penalty: 5515.498535
	Iteration 20F: 3 clusters Score -8301908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -8301937.000000 Penalty: 5515.498535
	Iteration 21Q: 3 clusters Score -8301937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8301958.500000 Penalty: 5515.498535
	Iteration 22Q: 3 clusters Score -8301958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8301980.000000 Penalty: 5515.498535
	Iteration 23Q: 3 clusters Score -8301980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8302000.000000 Penalty: 5515.498535
	Iteration 24Q: 3 clusters Score -8302000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8301982.000000 Penalty: 5515.498535
	Iteration 25Q: 3 clusters Score -8301982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8302018.500000 Penalty: 5515.498535
	Iteration 26Q: 3 clusters Score -8302018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -8302034.500000 Penalty: 5515.498535
	Iteration 27Q: 3 clusters Score -8302034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -8302029.000000 Penalty: 5515.498535
	Iteration 28Q: 3 clusters Score -8302029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8302036.500000 Penalty: 5515.498535
	Iteration 29Q: 3 clusters Score -8302036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8302046.500000 Penalty: 5515.498535
	Iteration 30Q: 3 clusters Score -8302046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8302046.000000 Penalty: 5515.498535
	Iteration 31Q: 3 clusters Score -8302046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8302058.000000 Penalty: 5515.498535
	Iteration 32Q: 3 clusters Score -8302058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -8302054.000000 Penalty: 5515.498535
	Iteration 33Q: 3 clusters Score -8302054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8302050.500000 Penalty: 5515.498535
	Iteration 34Q: 3 clusters Score -8302050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8302040.500000 Penalty: 5515.498535
	Iteration 35Q: 3 clusters Score -8302040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -8302045.500000 Penalty: 5515.498535
	Iteration 36Q: 3 clusters Score -8302046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8302035.500000 Penalty: 5515.498535
	Iteration 37Q: 3 clusters Score -8302036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8302044.000000 Penalty: 5515.498535
	Iteration 38Q: 3 clusters Score -8302044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8302036.000000 Penalty: 5515.498535
	Iteration 39Q: 3 clusters Score -8302036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8302050.000000 Penalty: 5515.498535
	Iteration 40F: 3 clusters Score -8302050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -8302056.000000 Penalty: 5515.498535
	Iteration 41Q: 3 clusters Score -8302056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8302069.500000 Penalty: 5515.498535
	Iteration 42Q: 3 clusters Score -8302070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8302074.000000 Penalty: 5515.498535
	Iteration 43Q: 3 clusters Score -8302074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8302070.000000 Penalty: 5515.498535
	Iteration 44Q: 3 clusters Score -8302070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8302086.500000 Penalty: 5515.498535
	Iteration 45Q: 3 clusters Score -8302086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8302087.000000 Penalty: 5515.498535
	Iteration 46Q: 3 clusters Score -8302087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8302074.000000 Penalty: 5515.498535
	Iteration 47Q: 3 clusters Score -8302074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8302071.500000 Penalty: 5515.498535
	Iteration 48Q: 3 clusters Score -8302072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -8302080.500000 Penalty: 5515.498535
	Iteration 49Q: 3 clusters Score -8302080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8302080.000000 Penalty: 5515.498535
	Iteration 50Q: 3 clusters Score -8302080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8302076.000000 Penalty: 5515.498535
	Iteration 51Q: 3 clusters Score -8302076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8302071.000000 Penalty: 5515.498535
	Iteration 52Q: 3 clusters Score -8302071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8302069.500000 Penalty: 5515.498535
	Iteration 53Q: 3 clusters Score -8302070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8302076.000000 Penalty: 5515.498535
	Iteration 54Q: 3 clusters Score -8302076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8302073.500000 Penalty: 5515.498535
	Iteration 55Q: 3 clusters Score -8302074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8302087.500000 Penalty: 5515.498535
	Iteration 56Q: 3 clusters Score -8302088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8302092.500000 Penalty: 5515.498535
	Iteration 57Q: 3 clusters Score -8302092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8302087.500000 Penalty: 5515.498535
	Iteration 58Q: 3 clusters Score -8302088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8302086.000000 Penalty: 5515.498535
	Iteration 59Q: 3 clusters Score -8302086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8302078.500000 Penalty: 5515.498535
	Iteration 60F: 3 clusters Score -8302078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8302078.500000 Penalty: 5515.498535
	Iteration 61Q: 3 clusters Score -8302078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8302076.500000 Penalty: 5515.498535
	Iteration 62Q: 3 clusters Score -8302076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8302081.500000 Penalty: 5515.498535
	Iteration 63Q: 3 clusters Score -8302082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8302089.000000 Penalty: 5515.498535
	Iteration 64Q: 3 clusters Score -8302089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8302092.000000 Penalty: 5515.498535
	Iteration 65Q: 3 clusters Score -8302092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8302084.500000 Penalty: 5515.498535
	Iteration 66Q: 3 clusters Score -8302084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -8302087.000000 Penalty: 5515.498535
	Iteration 67Q: 3 clusters Score -8302087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -8302081.000000 Penalty: 5515.498535
	Iteration 68Q: 3 clusters Score -8302081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8302090.000000 Penalty: 5515.498535
	Iteration 69Q: 3 clusters Score -8302090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -8302096.000000 Penalty: 5515.498535
	Iteration 70Q: 3 clusters Score -8302096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8302081.000000 Penalty: 5515.498535
	Iteration 71Q: 3 clusters Score -8302081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8302087.500000 Penalty: 5515.498535
	Iteration 72Q: 3 clusters Score -8302088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8302081.000000 Penalty: 5515.498535
	Iteration 73Q: 3 clusters Score -8302081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8302083.000000 Penalty: 5515.498535
	Iteration 74Q: 3 clusters Score -8302083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8302079.000000 Penalty: 5515.498535
	Iteration 75Q: 3 clusters Score -8302079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8302081.000000 Penalty: 5515.498535
	Iteration 76Q: 3 clusters Score -8302081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -8302076.000000 Penalty: 5515.498535
	Iteration 77Q: 3 clusters Score -8302076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8302076.500000 Penalty: 5515.498535
	Iteration 78Q: 3 clusters Score -8302076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8302086.500000 Penalty: 5515.498535
	Iteration 79Q: 3 clusters Score -8302086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8302086.000000 Penalty: 5515.498535
	Iteration 80F: 3 clusters Score -8302086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8302089.000000 Penalty: 5515.498535
	Iteration 81Q: 3 clusters Score -8302089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8302086.000000 Penalty: 5515.498535
	Iteration 82Q: 3 clusters Score -8302086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8302086.500000 Penalty: 5515.498535
	Iteration 83Q: 3 clusters Score -8302086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -8302083.500000 Penalty: 5515.498535
	Iteration 84Q: 3 clusters Score -8302084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -8302083.500000 Penalty: 5515.498535
	Iteration 85F: 3 clusters Score -8302084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -360738.656250 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -360738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -357533.906250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -357533.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -358106.906250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -358106.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -358239.187500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -358239.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -358324.812500 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -358324.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358383.562500 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -358383.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -358424.500000 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -358424.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -358459.531250 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -358459.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -358483.375000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -358483.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -358503.687500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -358503.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -358518.281250 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -358518.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358529.062500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -358529.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -358538.093750 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -358538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -358544.093750 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -358544.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -358550.718750 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -358550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358556.312500 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -358556.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358563.125000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -358563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -358569.562500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -358569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -358575.656250 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -358575.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358580.531250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -358580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -358583.718750 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -358583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -358587.062500 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -358587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -358590.281250 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -358590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -358594.062500 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -358594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -358595.468750 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -358595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -358595.718750 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -358595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -358595.718750 Penalty: 3940.468262
	Iteration 25F: 3 clusters Score -358595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Entering Unmasked Estep 
Score: -4407808.000000 Penalty: 2597.688965
	Iteration 0F: 2 clusters Score -4407808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4383864.000000 Penalty: 5195.377930
	Iteration 0F: 3 clusters Score -4383864 nChanged 15999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4392495.500000 Penalty: 5195.377930
	Iteration 1F: 3 clusters Score -4392496 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4393065.500000 Penalty: 5195.377930
	Iteration 2Q: 3 clusters Score -4393066 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4393607.500000 Penalty: 5195.377930
	Iteration 3Q: 3 clusters Score -4393608 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4394200.500000 Penalty: 5195.377930
	Iteration 4Q: 3 clusters Score -4394200 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4394827.000000 Penalty: 5195.377930
	Iteration 5Q: 3 clusters Score -4394827 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4395539.500000 Penalty: 5195.377930
	Iteration 6Q: 3 clusters Score -4395540 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4396421.000000 Penalty: 5195.377930
	Iteration 7Q: 3 clusters Score -4396421 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4397545.500000 Penalty: 5195.377930
	Iteration 8F: 3 clusters Score -4397546 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4398785.500000 Penalty: 5195.377930
	Iteration 9F: 3 clusters Score -4398786 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4400259.500000 Penalty: 5195.377930
	Iteration 10F: 3 clusters Score -4400260 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4401864.000000 Penalty: 5195.377930
	Iteration 11F: 3 clusters Score -4401864 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4403186.000000 Penalty: 5195.377930
	Iteration 12Q: 3 clusters Score -4403186 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -4404162.500000 Penalty: 5195.377930
	Iteration 13Q: 3 clusters Score -4404162 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4404834.000000 Penalty: 5195.377930
	Iteration 14Q: 3 clusters Score -4404834 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4405365.000000 Penalty: 5195.377930
	Iteration 15Q: 3 clusters Score -4405365 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4405733.000000 Penalty: 5195.377930
	Iteration 16Q: 3 clusters Score -4405733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4406056.500000 Penalty: 5195.377930
	Iteration 17Q: 3 clusters Score -4406056 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4406277.500000 Penalty: 5195.377930
	Iteration 18Q: 3 clusters Score -4406278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4406452.500000 Penalty: 5195.377930
	Iteration 19Q: 3 clusters Score -4406452 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4406572.000000 Penalty: 5195.377930
	Iteration 20F: 3 clusters Score -4406572 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4406633.000000 Penalty: 5195.377930
	Iteration 21Q: 3 clusters Score -4406633 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4406692.000000 Penalty: 5195.377930
	Iteration 22Q: 3 clusters Score -4406692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4406748.500000 Penalty: 5195.377930
	Iteration 23Q: 3 clusters Score -4406748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4406799.500000 Penalty: 5195.377930
	Iteration 24Q: 3 clusters Score -4406800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4406836.000000 Penalty: 5195.377930
	Iteration 25Q: 3 clusters Score -4406836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4406839.500000 Penalty: 5195.377930
	Iteration 26Q: 3 clusters Score -4406840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4406863.000000 Penalty: 5195.377930
	Iteration 27Q: 3 clusters Score -4406863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4406889.000000 Penalty: 5195.377930
	Iteration 28Q: 3 clusters Score -4406889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4406900.000000 Penalty: 5195.377930
	Iteration 29Q: 3 clusters Score -4406900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4406896.500000 Penalty: 5195.377930
	Iteration 30Q: 3 clusters Score -4406896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4406904.500000 Penalty: 5195.377930
	Iteration 31Q: 3 clusters Score -4406904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4406911.000000 Penalty: 5195.377930
	Iteration 32Q: 3 clusters Score -4406911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4406915.000000 Penalty: 5195.377930
	Iteration 33Q: 3 clusters Score -4406915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4406908.500000 Penalty: 5195.377930
	Iteration 34Q: 3 clusters Score -4406908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4406917.500000 Penalty: 5195.377930
	Iteration 35Q: 3 clusters Score -4406918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4406937.000000 Penalty: 5195.377930
	Iteration 36Q: 3 clusters Score -4406937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4406930.500000 Penalty: 5195.377930
	Iteration 37Q: 3 clusters Score -4406930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4406941.500000 Penalty: 5195.377930
	Iteration 38Q: 3 clusters Score -4406942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4406947.000000 Penalty: 5195.377930
	Iteration 39Q: 3 clusters Score -4406947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4406950.500000 Penalty: 5195.377930
	Iteration 40F: 3 clusters Score -4406950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4406973.500000 Penalty: 5195.377930
	Iteration 41Q: 3 clusters Score -4406974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4406974.500000 Penalty: 5195.377930
	Iteration 42Q: 3 clusters Score -4406974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4406976.500000 Penalty: 5195.377930
	Iteration 43Q: 3 clusters Score -4406976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4406976.000000 Penalty: 5195.377930
	Iteration 44Q: 3 clusters Score -4406976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4406979.000000 Penalty: 5195.377930
	Iteration 45Q: 3 clusters Score -4406979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4406991.000000 Penalty: 5195.377930
	Iteration 46Q: 3 clusters Score -4406991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4406989.500000 Penalty: 5195.377930
	Iteration 47Q: 3 clusters Score -4406990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4406983.500000 Penalty: 5195.377930
	Iteration 48Q: 3 clusters Score -4406984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4406982.500000 Penalty: 5195.377930
	Iteration 49Q: 3 clusters Score -4406982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4406982.000000 Penalty: 5195.377930
	Iteration 50Q: 3 clusters Score -4406982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4406985.000000 Penalty: 5195.377930
	Iteration 51Q: 3 clusters Score -4406985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4406984.500000 Penalty: 5195.377930
	Iteration 52Q: 3 clusters Score -4406984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4406985.500000 Penalty: 5195.377930
	Iteration 53Q: 3 clusters Score -4406986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4406988.000000 Penalty: 5195.377930
	Iteration 54Q: 3 clusters Score -4406988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4406986.000000 Penalty: 5195.377930
	Iteration 55Q: 3 clusters Score -4406986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4406987.000000 Penalty: 5195.377930
	Iteration 56Q: 3 clusters Score -4406987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4406985.500000 Penalty: 5195.377930
	Iteration 57Q: 3 clusters Score -4406986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4406986.000000 Penalty: 5195.377930
	Iteration 58Q: 3 clusters Score -4406986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4406983.000000 Penalty: 5195.377930
	Iteration 59Q: 3 clusters Score -4406983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4406986.500000 Penalty: 5195.377930
	Iteration 60F: 3 clusters Score -4406986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4406992.000000 Penalty: 5195.377930
	Iteration 61Q: 3 clusters Score -4406992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4406996.000000 Penalty: 5195.377930
	Iteration 62Q: 3 clusters Score -4406996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4406996.000000 Penalty: 5195.377930
	Iteration 63F: 3 clusters Score -4406996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -77819.859375 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -77819.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76287.273438 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -76287.27 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76509.484375 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -76509.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76597.968750 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -76597.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76709.054688 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -76709.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76769.796875 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -76769.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76815.296875 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -76815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76840.781250 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -76840.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76853.218750 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -76853.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76867.828125 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -76867.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76890.843750 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -76890.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76899.023438 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -76899.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76906.078125 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -76906.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76911.640625 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -76911.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76911.640625 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -76911.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Entering Unmasked Estep 
Score: -1561387.125000 Penalty: 2339.126709
	Iteration 0F: 2 clusters Score -1561387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1552225.250000 Penalty: 4678.253418
	Iteration 0F: 3 clusters Score -1552225 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1555137.375000 Penalty: 4678.253418
	Iteration 1F: 3 clusters Score -1555137 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1555484.750000 Penalty: 4678.253418
	Iteration 2F: 3 clusters Score -1555485 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1555717.375000 Penalty: 4678.253418
	Iteration 3Q: 3 clusters Score -1555717 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1555910.375000 Penalty: 4678.253418
	Iteration 4Q: 3 clusters Score -1555910 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1556101.375000 Penalty: 4678.253418
	Iteration 5Q: 3 clusters Score -1556101 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1556339.500000 Penalty: 4678.253418
	Iteration 6Q: 3 clusters Score -1556340 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1556625.625000 Penalty: 4678.253418
	Iteration 7Q: 3 clusters Score -1556626 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1556927.750000 Penalty: 4678.253418
	Iteration 8Q: 3 clusters Score -1556928 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1557259.500000 Penalty: 4678.253418
	Iteration 9Q: 3 clusters Score -1557260 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1557604.250000 Penalty: 4678.253418
	Iteration 10Q: 3 clusters Score -1557604 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1557975.125000 Penalty: 4678.253418
	Iteration 11Q: 3 clusters Score -1557975 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1558316.125000 Penalty: 4678.253418
	Iteration 12Q: 3 clusters Score -1558316 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1558584.375000 Penalty: 4678.253418
	Iteration 13Q: 3 clusters Score -1558584 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1558786.000000 Penalty: 4678.253418
	Iteration 14Q: 3 clusters Score -1558786 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1558936.500000 Penalty: 4678.253418
	Iteration 15Q: 3 clusters Score -1558936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1559057.875000 Penalty: 4678.253418
	Iteration 16Q: 3 clusters Score -1559058 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1559144.000000 Penalty: 4678.253418
	Iteration 17Q: 3 clusters Score -1559144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1559211.500000 Penalty: 4678.253418
	Iteration 18Q: 3 clusters Score -1559212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1559255.875000 Penalty: 4678.253418
	Iteration 19Q: 3 clusters Score -1559256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1559293.250000 Penalty: 4678.253418
	Iteration 20F: 3 clusters Score -1559293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1559312.750000 Penalty: 4678.253418
	Iteration 21Q: 3 clusters Score -1559313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1559325.375000 Penalty: 4678.253418
	Iteration 22Q: 3 clusters Score -1559325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1559346.625000 Penalty: 4678.253418
	Iteration 23Q: 3 clusters Score -1559347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1559355.500000 Penalty: 4678.253418
	Iteration 24Q: 3 clusters Score -1559356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1559360.125000 Penalty: 4678.253418
	Iteration 25Q: 3 clusters Score -1559360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1559365.625000 Penalty: 4678.253418
	Iteration 26Q: 3 clusters Score -1559366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1559365.250000 Penalty: 4678.253418
	Iteration 27Q: 3 clusters Score -1559365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1559367.375000 Penalty: 4678.253418
	Iteration 28Q: 3 clusters Score -1559367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1559369.375000 Penalty: 4678.253418
	Iteration 29Q: 3 clusters Score -1559369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1559368.250000 Penalty: 4678.253418
	Iteration 30Q: 3 clusters Score -1559368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1559368.250000 Penalty: 4678.253418
	Iteration 31F: 3 clusters Score -1559368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -349656.468750 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -349656.5 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 1694 members 
Entering Unmasked Estep 
Score: -346186.093750 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -346186.1 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -347592.687500 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -347592.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -348380.406250 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -348380.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348866.375000 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -348866.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349097.687500 Penalty: 4037.596680
	Iteration 4F: 3 clusters Score -349097.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -349211.093750 Penalty: 4037.596680
	Iteration 5Q: 3 clusters Score -349211.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -349273.531250 Penalty: 4037.596680
	Iteration 6Q: 3 clusters Score -349273.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -349308.781250 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -349308.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -349338.093750 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -349338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -349350.437500 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -349350.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -349359.562500 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -349359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349361.343750 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -349361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -349362.156250 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -349362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349362.281250 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -349362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349362.281250 Penalty: 4037.596680
	Iteration 14F: 3 clusters Score -349362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -228502.937500 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -228502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -225986.093750 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -225986.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226487.546875 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -226487.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -226648.843750 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -226648.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -226743.171875 Penalty: 3742.250977
	Iteration 3Q: 3 clusters Score -226743.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -226805.187500 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -226805.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226852.156250 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -226852.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226894.359375 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -226894.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226929.000000 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -226929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -226957.640625 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -226957.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226990.812500 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -226990.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -227026.796875 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -227026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -227060.890625 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -227060.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -227091.984375 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -227092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227120.468750 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -227120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227138.734375 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -227138.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -227156.671875 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -227156.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -227178.750000 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -227178.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -227200.062500 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -227200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -227209.640625 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -227209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -227219.656250 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -227219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -227230.234375 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -227230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -227238.937500 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -227238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -227245.968750 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -227246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -227255.406250 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -227255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -227262.937500 Penalty: 3742.250977
	Iteration 24Q: 3 clusters Score -227262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -227267.890625 Penalty: 3742.250977
	Iteration 25Q: 3 clusters Score -227267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -227275.015625 Penalty: 3742.250977
	Iteration 26Q: 3 clusters Score -227275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227280.859375 Penalty: 3742.250977
	Iteration 27Q: 3 clusters Score -227280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -227283.375000 Penalty: 3742.250977
	Iteration 28Q: 3 clusters Score -227283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -227286.250000 Penalty: 3742.250977
	Iteration 29Q: 3 clusters Score -227286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -227287.203125 Penalty: 3742.250977
	Iteration 30Q: 3 clusters Score -227287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227288.781250 Penalty: 3742.250977
	Iteration 31Q: 3 clusters Score -227288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -227289.671875 Penalty: 3742.250977
	Iteration 32Q: 3 clusters Score -227289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227290.250000 Penalty: 3742.250977
	Iteration 33Q: 3 clusters Score -227290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227290.250000 Penalty: 3742.250977
	Iteration 34F: 3 clusters Score -227290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -665311.062500 Penalty: 2136.081299
	Iteration 0F: 2 clusters Score -665311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -660447.000000 Penalty: 4272.162598
	Iteration 0F: 3 clusters Score -660447 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -661655.500000 Penalty: 4272.162598
	Iteration 1F: 3 clusters Score -661655.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -661863.000000 Penalty: 4272.162598
	Iteration 2F: 3 clusters Score -661863 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -662006.750000 Penalty: 4272.162598
	Iteration 3Q: 3 clusters Score -662006.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -662097.500000 Penalty: 4272.162598
	Iteration 4Q: 3 clusters Score -662097.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -662182.000000 Penalty: 4272.162598
	Iteration 5Q: 3 clusters Score -662182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -662261.312500 Penalty: 4272.162598
	Iteration 6Q: 3 clusters Score -662261.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -662351.687500 Penalty: 4272.162598
	Iteration 7Q: 3 clusters Score -662351.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -662448.500000 Penalty: 4272.162598
	Iteration 8Q: 3 clusters Score -662448.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -662548.000000 Penalty: 4272.162598
	Iteration 9Q: 3 clusters Score -662548 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -662681.875000 Penalty: 4272.162598
	Iteration 10Q: 3 clusters Score -662681.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -662838.937500 Penalty: 4272.162598
	Iteration 11Q: 3 clusters Score -662838.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -663010.437500 Penalty: 4272.162598
	Iteration 12Q: 3 clusters Score -663010.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -663182.125000 Penalty: 4272.162598
	Iteration 13Q: 3 clusters Score -663182.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -663337.312500 Penalty: 4272.162598
	Iteration 14Q: 3 clusters Score -663337.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -663480.062500 Penalty: 4272.162598
	Iteration 15Q: 3 clusters Score -663480.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -663638.437500 Penalty: 4272.162598
	Iteration 16Q: 3 clusters Score -663638.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -663850.000000 Penalty: 4272.162598
	Iteration 17Q: 3 clusters Score -663850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -664206.250000 Penalty: 4272.162598
	Iteration 18Q: 3 clusters Score -664206.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -664751.500000 Penalty: 4272.162598
	Iteration 19Q: 3 clusters Score -664751.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -665115.750000 Penalty: 4272.162598
	Iteration 20F: 3 clusters Score -665115.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -665207.562500 Penalty: 4272.162598
	Iteration 21Q: 3 clusters Score -665207.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -665226.812500 Penalty: 4272.162598
	Iteration 22Q: 3 clusters Score -665226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -665236.187500 Penalty: 4272.162598
	Iteration 23Q: 3 clusters Score -665236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -665235.250000 Penalty: 4272.162598
	Iteration 24Q: 3 clusters Score -665235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -665238.062500 Penalty: 4272.162598
	Iteration 25Q: 3 clusters Score -665238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -665238.437500 Penalty: 4272.162598
	Iteration 26Q: 3 clusters Score -665238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -665240.125000 Penalty: 4272.162598
	Iteration 27Q: 3 clusters Score -665240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -665240.250000 Penalty: 4272.162598
	Iteration 28Q: 3 clusters Score -665240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -665240.250000 Penalty: 4272.162598
	Iteration 29F: 3 clusters Score -665240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1822800.125000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1822800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1812211.125000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1812211 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1815558.625000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1815559 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1816051.500000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1816052 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1816598.500000 Penalty: 4758.709961
	Iteration 3F: 3 clusters Score -1816598 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1817236.125000 Penalty: 4758.709961
	Iteration 4F: 3 clusters Score -1817236 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1817955.750000 Penalty: 4758.709961
	Iteration 5F: 3 clusters Score -1817956 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1818590.250000 Penalty: 4758.709961
	Iteration 6F: 3 clusters Score -1818590 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1819050.000000 Penalty: 4758.709961
	Iteration 7F: 3 clusters Score -1819050 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1819385.625000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1819386 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1819577.500000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1819578 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1819686.000000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1819686 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1819749.125000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1819749 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1819794.250000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1819794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1819831.875000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1819832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1819856.500000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1819856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1819877.625000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1819878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1819895.750000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1819896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1819918.500000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1819918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1819936.625000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1819937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1819946.750000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1819947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1819961.000000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1819961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1819974.375000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1819974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1819986.875000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1819987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1819998.500000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1819998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1820004.750000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1820005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1820010.250000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1820010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1820017.000000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1820017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1820021.500000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1820022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1820029.375000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1820029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1820044.875000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1820045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1820045.500000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1820046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1820048.500000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1820048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1820058.000000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1820058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1820064.875000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1820065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1820073.375000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1820073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1820077.500000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1820078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1820086.500000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1820086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1820095.125000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1820095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1820093.750000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1820094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1820104.000000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1820104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1820110.500000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1820110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1820121.625000 Penalty: 4758.709961
	Iteration 41Q: 3 clusters Score -1820122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
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Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6097 members 
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Mstep: Class 1 contains 6022 members 
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Mstep: Class 1 contains 5945 members 
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8817 members 
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Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8902 members 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8993 members 
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9070 members 
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9153 members 
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9238 members 
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Mstep: Class 2 contains 9325 members 
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9404 members 
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Mstep: Class 2 contains 9485 members 
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Mstep: Class 1 contains 5121 members 
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Mstep: Class 1 contains 5050 members 
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Mstep: Class 1 contains 4982 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1820405 nChanged 58
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Mstep: Class 1 contains 4867 members 
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Mstep: Class 1 contains 4804 members 
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Mstep: Class 1 contains 4752 members 
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Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10030 members 
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Mstep: Class 1 contains 4581 members 
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Mstep: Class 1 contains 4529 members 
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Mstep: Class 2 contains 10284 members 
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	Iteration 69Q: 3 clusters Score -1820501 nChanged 76
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	Iteration 70Q: 3 clusters Score -1820522 nChanged 76
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Mstep: Class 1 contains 3893 members 
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Mstep: Class 1 contains 3853 members 
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Mstep: Class 1 contains 3813 members 
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Mstep: Class 1 contains 3778 members 
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Mstep: Class 1 contains 3733 members 
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Mstep: Class 1 contains 3689 members 
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Mstep: Class 1 contains 3648 members 
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Mstep: Class 1 contains 3607 members 
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Mstep: Class 1 contains 3552 members 
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Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11197 members 
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Mstep: Class 1 contains 3431 members 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11291 members 
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Mstep: Class 1 contains 3354 members 
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Mstep: Class 1 contains 3317 members 
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Mstep: Class 1 contains 3265 members 
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Mstep: Class 1 contains 3238 members 
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Mstep: Class 1 contains 3177 members 
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Mstep: Class 1 contains 3150 members 
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Mstep: Class 1 contains 3127 members 
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Mstep: Class 1 contains 3099 members 
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	Iteration 100F: 3 clusters Score -1820763 nChanged 12
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Mstep: Class 1 contains 3087 members 
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Mstep: Class 1 contains 3068 members 
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Mstep: Class 1 contains 3042 members 
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	Iteration 103Q: 3 clusters Score -1820772 nChanged 32
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Mstep: Class 1 contains 3016 members 
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Mstep: Class 1 contains 2984 members 
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	Iteration 105Q: 3 clusters Score -1820785 nChanged 26
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Mstep: Class 1 contains 2958 members 
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	Iteration 106Q: 3 clusters Score -1820791 nChanged 26
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	Iteration 108Q: 3 clusters Score -1820799 nChanged 19
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Mstep: Class 1 contains 2892 members 
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	Iteration 109Q: 3 clusters Score -1820804 nChanged 17
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	Iteration 110Q: 3 clusters Score -1820807 nChanged 28
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Mstep: Class 1 contains 2847 members 
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	Iteration 111Q: 3 clusters Score -1820813 nChanged 23
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	Iteration 112Q: 3 clusters Score -1820815 nChanged 19
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	Iteration 113Q: 3 clusters Score -1820819 nChanged 16
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	Iteration 114Q: 3 clusters Score -1820821 nChanged 27
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Mstep: Class 1 contains 2766 members 
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	Iteration 115Q: 3 clusters Score -1820825 nChanged 13
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	Iteration 116Q: 3 clusters Score -1820826 nChanged 19
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	Iteration 117Q: 3 clusters Score -1820833 nChanged 17
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	Iteration 118Q: 3 clusters Score -1820838 nChanged 20
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Mstep: Class 1 contains 2697 members 
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	Iteration 119Q: 3 clusters Score -1820846 nChanged 21
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	Iteration 120F: 3 clusters Score -1820846 nChanged 19
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	Iteration 121Q: 3 clusters Score -1820852 nChanged 20
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	Iteration 122Q: 3 clusters Score -1820854 nChanged 18
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	Iteration 123Q: 3 clusters Score -1820860 nChanged 15
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	Iteration 124Q: 3 clusters Score -1820860 nChanged 13
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	Iteration 125Q: 3 clusters Score -1820865 nChanged 13
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	Iteration 126Q: 3 clusters Score -1820866 nChanged 12
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	Iteration 127Q: 3 clusters Score -1820871 nChanged 13
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	Iteration 128Q: 3 clusters Score -1820870 nChanged 17
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	Iteration 129Q: 3 clusters Score -1820876 nChanged 20
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	Iteration 130Q: 3 clusters Score -1820881 nChanged 21
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	Iteration 131Q: 3 clusters Score -1820891 nChanged 27
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	Iteration 132Q: 3 clusters Score -1820895 nChanged 26
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	Iteration 133Q: 3 clusters Score -1820902 nChanged 34
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	Iteration 134Q: 3 clusters Score -1820910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1820918.000000 Penalty: 4758.709961
	Iteration 135Q: 3 clusters Score -1820918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1820920.875000 Penalty: 4758.709961
	Iteration 136Q: 3 clusters Score -1820921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1820929.875000 Penalty: 4758.709961
	Iteration 137Q: 3 clusters Score -1820930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1820941.875000 Penalty: 4758.709961
	Iteration 138Q: 3 clusters Score -1820942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1820939.000000 Penalty: 4758.709961
	Iteration 139Q: 3 clusters Score -1820939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1820944.125000 Penalty: 4758.709961
	Iteration 140F: 3 clusters Score -1820944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1820943.750000 Penalty: 4758.709961
	Iteration 141Q: 3 clusters Score -1820944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1820946.500000 Penalty: 4758.709961
	Iteration 142Q: 3 clusters Score -1820946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1820947.375000 Penalty: 4758.709961
	Iteration 143Q: 3 clusters Score -1820947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1820944.875000 Penalty: 4758.709961
	Iteration 144Q: 3 clusters Score -1820945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1820949.375000 Penalty: 4758.709961
	Iteration 145Q: 3 clusters Score -1820949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1820946.000000 Penalty: 4758.709961
	Iteration 146Q: 3 clusters Score -1820946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1820949.000000 Penalty: 4758.709961
	Iteration 147Q: 3 clusters Score -1820949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1820951.875000 Penalty: 4758.709961
	Iteration 148Q: 3 clusters Score -1820952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1820953.000000 Penalty: 4758.709961
	Iteration 149Q: 3 clusters Score -1820953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1820954.250000 Penalty: 4758.709961
	Iteration 150Q: 3 clusters Score -1820954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1820957.000000 Penalty: 4758.709961
	Iteration 151Q: 3 clusters Score -1820957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1820955.000000 Penalty: 4758.709961
	Iteration 152Q: 3 clusters Score -1820955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1820957.125000 Penalty: 4758.709961
	Iteration 153Q: 3 clusters Score -1820957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1820961.875000 Penalty: 4758.709961
	Iteration 154Q: 3 clusters Score -1820962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1820966.250000 Penalty: 4758.709961
	Iteration 155Q: 3 clusters Score -1820966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1820964.875000 Penalty: 4758.709961
	Iteration 156Q: 3 clusters Score -1820965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1820965.375000 Penalty: 4758.709961
	Iteration 157Q: 3 clusters Score -1820965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1820964.000000 Penalty: 4758.709961
	Iteration 158Q: 3 clusters Score -1820964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1820963.000000 Penalty: 4758.709961
	Iteration 159Q: 3 clusters Score -1820963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1820965.750000 Penalty: 4758.709961
	Iteration 160F: 3 clusters Score -1820966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1820968.750000 Penalty: 4758.709961
	Iteration 161Q: 3 clusters Score -1820969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1820969.750000 Penalty: 4758.709961
	Iteration 162Q: 3 clusters Score -1820970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1820972.375000 Penalty: 4758.709961
	Iteration 163Q: 3 clusters Score -1820972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1820972.625000 Penalty: 4758.709961
	Iteration 164Q: 3 clusters Score -1820973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1820972.625000 Penalty: 4758.709961
	Iteration 165F: 3 clusters Score -1820973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -909714.312500 Penalty: 2213.743408
	Iteration 0F: 2 clusters Score -909714.3 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 3661 members 
Entering Unmasked Estep 
Score: -903656.625000 Penalty: 4427.486816
	Iteration 0F: 3 clusters Score -903656.6 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -905356.750000 Penalty: 4427.486816
	Iteration 1F: 3 clusters Score -905356.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -905621.062500 Penalty: 4427.486816
	Iteration 2F: 3 clusters Score -905621.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -905819.625000 Penalty: 4427.486816
	Iteration 3Q: 3 clusters Score -905819.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -905988.250000 Penalty: 4427.486816
	Iteration 4Q: 3 clusters Score -905988.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -906151.437500 Penalty: 4427.486816
	Iteration 5Q: 3 clusters Score -906151.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -906308.562500 Penalty: 4427.486816
	Iteration 6Q: 3 clusters Score -906308.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -906465.375000 Penalty: 4427.486816
	Iteration 7Q: 3 clusters Score -906465.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -906639.125000 Penalty: 4427.486816
	Iteration 8Q: 3 clusters Score -906639.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -906811.187500 Penalty: 4427.486816
	Iteration 9Q: 3 clusters Score -906811.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -906951.687500 Penalty: 4427.486816
	Iteration 10Q: 3 clusters Score -906951.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -907064.500000 Penalty: 4427.486816
	Iteration 11Q: 3 clusters Score -907064.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -907165.312500 Penalty: 4427.486816
	Iteration 12Q: 3 clusters Score -907165.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -907247.875000 Penalty: 4427.486816
	Iteration 13Q: 3 clusters Score -907247.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -907324.500000 Penalty: 4427.486816
	Iteration 14Q: 3 clusters Score -907324.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -907384.375000 Penalty: 4427.486816
	Iteration 15Q: 3 clusters Score -907384.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -907447.125000 Penalty: 4427.486816
	Iteration 16Q: 3 clusters Score -907447.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -907488.437500 Penalty: 4427.486816
	Iteration 17Q: 3 clusters Score -907488.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -907527.750000 Penalty: 4427.486816
	Iteration 18Q: 3 clusters Score -907527.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -907558.562500 Penalty: 4427.486816
	Iteration 19Q: 3 clusters Score -907558.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -907588.687500 Penalty: 4427.486816
	Iteration 20F: 3 clusters Score -907588.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -907611.062500 Penalty: 4427.486816
	Iteration 21Q: 3 clusters Score -907611.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -907635.312500 Penalty: 4427.486816
	Iteration 22Q: 3 clusters Score -907635.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -907653.000000 Penalty: 4427.486816
	Iteration 23Q: 3 clusters Score -907653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -907670.625000 Penalty: 4427.486816
	Iteration 24Q: 3 clusters Score -907670.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -907690.687500 Penalty: 4427.486816
	Iteration 25Q: 3 clusters Score -907690.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -907710.250000 Penalty: 4427.486816
	Iteration 26Q: 3 clusters Score -907710.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -907734.437500 Penalty: 4427.486816
	Iteration 27Q: 3 clusters Score -907734.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -907755.125000 Penalty: 4427.486816
	Iteration 28Q: 3 clusters Score -907755.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -907772.625000 Penalty: 4427.486816
	Iteration 29Q: 3 clusters Score -907772.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -907789.875000 Penalty: 4427.486816
	Iteration 30Q: 3 clusters Score -907789.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -907805.375000 Penalty: 4427.486816
	Iteration 31Q: 3 clusters Score -907805.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -907820.562500 Penalty: 4427.486816
	Iteration 32Q: 3 clusters Score -907820.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -907833.812500 Penalty: 4427.486816
	Iteration 33Q: 3 clusters Score -907833.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -907849.312500 Penalty: 4427.486816
	Iteration 34Q: 3 clusters Score -907849.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -907863.000000 Penalty: 4427.486816
	Iteration 35Q: 3 clusters Score -907863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -907875.312500 Penalty: 4427.486816
	Iteration 36Q: 3 clusters Score -907875.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -907885.062500 Penalty: 4427.486816
	Iteration 37Q: 3 clusters Score -907885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -907890.937500 Penalty: 4427.486816
	Iteration 38Q: 3 clusters Score -907890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -907897.187500 Penalty: 4427.486816
	Iteration 39Q: 3 clusters Score -907897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -907904.937500 Penalty: 4427.486816
	Iteration 40F: 3 clusters Score -907904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -907915.625000 Penalty: 4427.486816
	Iteration 41Q: 3 clusters Score -907915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -907922.937500 Penalty: 4427.486816
	Iteration 42Q: 3 clusters Score -907922.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -907926.125000 Penalty: 4427.486816
	Iteration 43Q: 3 clusters Score -907926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -907927.437500 Penalty: 4427.486816
	Iteration 44Q: 3 clusters Score -907927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -907928.625000 Penalty: 4427.486816
	Iteration 45Q: 3 clusters Score -907928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -907930.687500 Penalty: 4427.486816
	Iteration 46Q: 3 clusters Score -907930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -907932.062500 Penalty: 4427.486816
	Iteration 47Q: 3 clusters Score -907932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -907934.500000 Penalty: 4427.486816
	Iteration 48Q: 3 clusters Score -907934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -907935.187500 Penalty: 4427.486816
	Iteration 49Q: 3 clusters Score -907935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -907936.250000 Penalty: 4427.486816
	Iteration 50Q: 3 clusters Score -907936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -907937.562500 Penalty: 4427.486816
	Iteration 51Q: 3 clusters Score -907937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -907942.812500 Penalty: 4427.486816
	Iteration 52Q: 3 clusters Score -907942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -907946.250000 Penalty: 4427.486816
	Iteration 53Q: 3 clusters Score -907946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -907946.000000 Penalty: 4427.486816
	Iteration 54Q: 3 clusters Score -907946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -907946.000000 Penalty: 4427.486816
	Iteration 55Q: 3 clusters Score -907946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -907947.437500 Penalty: 4427.486816
	Iteration 56Q: 3 clusters Score -907947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -907949.000000 Penalty: 4427.486816
	Iteration 57Q: 3 clusters Score -907949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -907950.750000 Penalty: 4427.486816
	Iteration 58Q: 3 clusters Score -907950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -907950.500000 Penalty: 4427.486816
	Iteration 59Q: 3 clusters Score -907950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -907950.500000 Penalty: 4427.486816
	Iteration 60F: 3 clusters Score -907950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -883452.125000 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -883452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -877601.062500 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -877601.1 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -879218.062500 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -879218.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -879551.937500 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -879551.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -879836.000000 Penalty: 4404.839355
	Iteration 3F: 3 clusters Score -879836 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -880133.000000 Penalty: 4404.839355
	Iteration 4F: 3 clusters Score -880133 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -880427.125000 Penalty: 4404.839355
	Iteration 5F: 3 clusters Score -880427.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -880715.000000 Penalty: 4404.839355
	Iteration 6F: 3 clusters Score -880715 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -881010.500000 Penalty: 4404.839355
	Iteration 7F: 3 clusters Score -881010.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -881310.187500 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -881310.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -881573.062500 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -881573.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -881786.375000 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -881786.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -881964.187500 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -881964.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -882091.062500 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -882091.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -882175.875000 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -882175.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -882259.500000 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -882259.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -882318.375000 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -882318.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -882345.562500 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -882345.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -882365.500000 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -882365.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -882391.812500 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -882391.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -882413.312500 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -882413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -882421.562500 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -882421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -882431.000000 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -882431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -882437.125000 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -882437.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -882447.875000 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -882447.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -882453.062500 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -882453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -882460.375000 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -882460.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -882465.812500 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -882465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -882472.687500 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -882472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -882477.000000 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -882477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -882476.125000 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -882476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -882478.437500 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -882478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -882482.250000 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -882482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -882480.375000 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -882480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -882481.750000 Penalty: 4404.839355
	Iteration 33Q: 3 clusters Score -882481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -882482.312500 Penalty: 4404.839355
	Iteration 34Q: 3 clusters Score -882482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -882482.312500 Penalty: 4404.839355
	Iteration 35F: 3 clusters Score -882482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -299391.875000 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -299391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -296264.968750 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -296265 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -296942.218750 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -296942.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -297199.093750 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -297199.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -297420.906250 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -297420.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -297613.250000 Penalty: 3929.081543
	Iteration 4F: 3 clusters Score -297613.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -297764.406250 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -297764.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297872.250000 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -297872.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -297963.500000 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -297963.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -298050.437500 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -298050.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -298098.875000 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -298098.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -298144.406250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -298144.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -298175.312500 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -298175.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -298192.062500 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -298192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -298199.718750 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -298199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -298209.062500 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -298209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -298215.406250 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -298215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -298223.562500 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -298223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298228.437500 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -298228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -298232.156250 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -298232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -298236.968750 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -298237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -298241.875000 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -298241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298243.312500 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -298243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298243.312500 Penalty: 3929.081543
	Iteration 22F: 3 clusters Score -298243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -404086.375000 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -404086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -400614.468750 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -400614.5 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -401362.843750 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -401362.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -401565.562500 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -401565.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -401686.031250 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -401686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -401750.781250 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -401750.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401793.312500 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -401793.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -401827.406250 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -401827.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -401849.125000 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -401849.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -401872.968750 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -401873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -401892.531250 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -401892.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -401906.125000 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -401906.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -401920.406250 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -401920.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -401931.500000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -401931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -401940.093750 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -401940.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -401947.937500 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -401947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -401953.375000 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -401953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -401958.125000 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -401958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -401959.718750 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -401959.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -401963.937500 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -401963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -401965.781250 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -401965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -401968.343750 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -401968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -401970.937500 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -401970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -401971.781250 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -401971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401973.406250 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -401973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -401975.562500 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -401975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -401977.468750 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -401977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -401978.593750 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -401978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -401981.000000 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -401981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401981.781250 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -401981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -401983.343750 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -401983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -401983.531250 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -401983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -401985.187500 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -401985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -401987.812500 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -401987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401989.093750 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -401989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401992.250000 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -401992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -401993.531250 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -401993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401994.593750 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -401994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401996.843750 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -401996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401997.750000 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -401997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -401999.531250 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -401999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -401999.718750 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -401999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -401999.750000 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -401999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -402001.125000 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -402001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -402004.218750 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -402004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -402005.531250 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -402005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -402007.500000 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -402007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -402008.968750 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -402009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -402011.281250 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -402011.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -402014.156250 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -402014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402016.937500 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -402016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -402019.750000 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -402019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -402022.718750 Penalty: 4015.416748
	Iteration 51Q: 3 clusters Score -402022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402025.406250 Penalty: 4015.416748
	Iteration 52Q: 3 clusters Score -402025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -402026.687500 Penalty: 4015.416748
	Iteration 53Q: 3 clusters Score -402026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402029.031250 Penalty: 4015.416748
	Iteration 54Q: 3 clusters Score -402029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -402031.906250 Penalty: 4015.416748
	Iteration 55Q: 3 clusters Score -402031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -402031.937500 Penalty: 4015.416748
	Iteration 56Q: 3 clusters Score -402031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -402033.093750 Penalty: 4015.416748
	Iteration 57Q: 3 clusters Score -402033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -402034.687500 Penalty: 4015.416748
	Iteration 58Q: 3 clusters Score -402034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -402037.812500 Penalty: 4015.416748
	Iteration 59Q: 3 clusters Score -402037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -402039.781250 Penalty: 4015.416748
	Iteration 60F: 3 clusters Score -402039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -402042.406250 Penalty: 4015.416748
	Iteration 61Q: 3 clusters Score -402042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402043.531250 Penalty: 4015.416748
	Iteration 62Q: 3 clusters Score -402043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402045.843750 Penalty: 4015.416748
	Iteration 63Q: 3 clusters Score -402045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402049.625000 Penalty: 4015.416748
	Iteration 64Q: 3 clusters Score -402049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -402052.625000 Penalty: 4015.416748
	Iteration 65Q: 3 clusters Score -402052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -402052.093750 Penalty: 4015.416748
	Iteration 66Q: 3 clusters Score -402052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -402052.718750 Penalty: 4015.416748
	Iteration 67Q: 3 clusters Score -402052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -402054.593750 Penalty: 4015.416748
	Iteration 68Q: 3 clusters Score -402054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -402056.156250 Penalty: 4015.416748
	Iteration 69Q: 3 clusters Score -402056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -402057.093750 Penalty: 4015.416748
	Iteration 70Q: 3 clusters Score -402057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -402059.468750 Penalty: 4015.416748
	Iteration 71Q: 3 clusters Score -402059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -402061.062500 Penalty: 4015.416748
	Iteration 72Q: 3 clusters Score -402061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -402061.062500 Penalty: 4015.416748
	Iteration 73F: 3 clusters Score -402061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -593848.750000 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -593848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -589407.187500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -589407.2 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -590537.250000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -590537.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -590779.875000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -590779.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -590949.250000 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -590949.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -591108.500000 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -591108.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -591275.437500 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -591275.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -591494.250000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -591494.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -591735.000000 Penalty: 4208.395996
	Iteration 7F: 3 clusters Score -591735 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -591948.687500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -591948.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -592097.562500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -592097.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -592198.875000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -592198.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -592256.562500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -592256.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -592307.062500 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -592307.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -592349.375000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -592349.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -592380.562500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -592380.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -592416.000000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -592416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -592439.812500 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -592439.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -592462.687500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -592462.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -592483.937500 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -592483.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -592502.562500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -592502.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -592521.500000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -592521.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -592536.250000 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -592536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -592549.312500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -592549.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -592564.937500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -592564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -592574.625000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -592574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -592583.625000 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -592583.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -592590.125000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -592590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -592597.187500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -592597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -592608.375000 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -592608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -592619.625000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -592619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -592628.437500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -592628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -592636.875000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -592636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -592643.187500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -592643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -592648.250000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -592648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -592653.875000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -592653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -592662.062500 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -592662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -592668.625000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -592668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -592674.562500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -592674.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -592682.625000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -592682.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -592702.687500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -592702.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -592716.312500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -592716.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -592729.312500 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -592729.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -592740.500000 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -592740.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -592748.625000 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -592748.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -592757.812500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -592757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -592762.750000 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -592762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -592768.000000 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -592768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -592768.625000 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -592768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -592769.125000 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -592769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -592770.375000 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -592770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -592770.625000 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -592770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -592770.875000 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -592770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -592771.437500 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -592771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -592771.437500 Penalty: 4208.395996
	Iteration 53F: 3 clusters Score -592771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (35090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Entering Unmasked Estep 
Score: -4442922.500000 Penalty: 2595.486572
	Iteration 0F: 2 clusters Score -4442922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4419190.500000 Penalty: 5190.973145
	Iteration 0F: 3 clusters Score -4419190 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4427818.000000 Penalty: 5190.973145
	Iteration 1F: 3 clusters Score -4427818 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4428317.000000 Penalty: 5190.973145
	Iteration 2Q: 3 clusters Score -4428317 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4428741.500000 Penalty: 5190.973145
	Iteration 3Q: 3 clusters Score -4428742 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4429210.000000 Penalty: 5190.973145
	Iteration 4Q: 3 clusters Score -4429210 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4429761.000000 Penalty: 5190.973145
	Iteration 5Q: 3 clusters Score -4429761 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4430449.000000 Penalty: 5190.973145
	Iteration 6Q: 3 clusters Score -4430449 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4431324.000000 Penalty: 5190.973145
	Iteration 7Q: 3 clusters Score -4431324 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4432402.500000 Penalty: 5190.973145
	Iteration 8Q: 3 clusters Score -4432402 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4433656.000000 Penalty: 5190.973145
	Iteration 9Q: 3 clusters Score -4433656 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4434849.000000 Penalty: 5190.973145
	Iteration 10Q: 3 clusters Score -4434849 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -4435729.000000 Penalty: 5190.973145
	Iteration 11Q: 3 clusters Score -4435729 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4436243.500000 Penalty: 5190.973145
	Iteration 12Q: 3 clusters Score -4436244 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4436516.500000 Penalty: 5190.973145
	Iteration 13Q: 3 clusters Score -4436516 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4436754.500000 Penalty: 5190.973145
	Iteration 14Q: 3 clusters Score -4436754 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4436920.000000 Penalty: 5190.973145
	Iteration 15Q: 3 clusters Score -4436920 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -4437075.000000 Penalty: 5190.973145
	Iteration 16Q: 3 clusters Score -4437075 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4437228.500000 Penalty: 5190.973145
	Iteration 17Q: 3 clusters Score -4437228 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4437376.000000 Penalty: 5190.973145
	Iteration 18Q: 3 clusters Score -4437376 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4437482.500000 Penalty: 5190.973145
	Iteration 19Q: 3 clusters Score -4437482 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4437596.000000 Penalty: 5190.973145
	Iteration 20F: 3 clusters Score -4437596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -4437736.500000 Penalty: 5190.973145
	Iteration 21Q: 3 clusters Score -4437736 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4437862.000000 Penalty: 5190.973145
	Iteration 22Q: 3 clusters Score -4437862 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4438029.500000 Penalty: 5190.973145
	Iteration 23Q: 3 clusters Score -4438030 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4438151.500000 Penalty: 5190.973145
	Iteration 24Q: 3 clusters Score -4438152 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4438317.500000 Penalty: 5190.973145
	Iteration 25Q: 3 clusters Score -4438318 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4438440.500000 Penalty: 5190.973145
	Iteration 26Q: 3 clusters Score -4438440 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4438606.500000 Penalty: 5190.973145
	Iteration 27Q: 3 clusters Score -4438606 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4438759.500000 Penalty: 5190.973145
	Iteration 28Q: 3 clusters Score -4438760 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4438922.500000 Penalty: 5190.973145
	Iteration 29Q: 3 clusters Score -4438922 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4439104.000000 Penalty: 5190.973145
	Iteration 30Q: 3 clusters Score -4439104 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4439299.000000 Penalty: 5190.973145
	Iteration 31Q: 3 clusters Score -4439299 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4439489.500000 Penalty: 5190.973145
	Iteration 32Q: 3 clusters Score -4439490 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4439699.000000 Penalty: 5190.973145
	Iteration 33Q: 3 clusters Score -4439699 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4439849.000000 Penalty: 5190.973145
	Iteration 34Q: 3 clusters Score -4439849 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4439988.000000 Penalty: 5190.973145
	Iteration 35Q: 3 clusters Score -4439988 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4440094.500000 Penalty: 5190.973145
	Iteration 36Q: 3 clusters Score -4440094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4440174.000000 Penalty: 5190.973145
	Iteration 37Q: 3 clusters Score -4440174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4440246.000000 Penalty: 5190.973145
	Iteration 38Q: 3 clusters Score -4440246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4440319.000000 Penalty: 5190.973145
	Iteration 39Q: 3 clusters Score -4440319 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4440373.500000 Penalty: 5190.973145
	Iteration 40F: 3 clusters Score -4440374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4440428.000000 Penalty: 5190.973145
	Iteration 41Q: 3 clusters Score -4440428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4440496.500000 Penalty: 5190.973145
	Iteration 42Q: 3 clusters Score -4440496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4440538.000000 Penalty: 5190.973145
	Iteration 43Q: 3 clusters Score -4440538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4440570.500000 Penalty: 5190.973145
	Iteration 44Q: 3 clusters Score -4440570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4440605.500000 Penalty: 5190.973145
	Iteration 45Q: 3 clusters Score -4440606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4440620.500000 Penalty: 5190.973145
	Iteration 46Q: 3 clusters Score -4440620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4440629.000000 Penalty: 5190.973145
	Iteration 47Q: 3 clusters Score -4440629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4440644.500000 Penalty: 5190.973145
	Iteration 48Q: 3 clusters Score -4440644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4440660.000000 Penalty: 5190.973145
	Iteration 49Q: 3 clusters Score -4440660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4440669.000000 Penalty: 5190.973145
	Iteration 50Q: 3 clusters Score -4440669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4440671.000000 Penalty: 5190.973145
	Iteration 51Q: 3 clusters Score -4440671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4440680.500000 Penalty: 5190.973145
	Iteration 52Q: 3 clusters Score -4440680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4440686.500000 Penalty: 5190.973145
	Iteration 53Q: 3 clusters Score -4440686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4440692.000000 Penalty: 5190.973145
	Iteration 54Q: 3 clusters Score -4440692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4440694.000000 Penalty: 5190.973145
	Iteration 55Q: 3 clusters Score -4440694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4440690.500000 Penalty: 5190.973145
	Iteration 56Q: 3 clusters Score -4440690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4440692.500000 Penalty: 5190.973145
	Iteration 57Q: 3 clusters Score -4440692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4440693.500000 Penalty: 5190.973145
	Iteration 58Q: 3 clusters Score -4440694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4440697.500000 Penalty: 5190.973145
	Iteration 59Q: 3 clusters Score -4440698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4440701.500000 Penalty: 5190.973145
	Iteration 60F: 3 clusters Score -4440702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4440702.500000 Penalty: 5190.973145
	Iteration 61Q: 3 clusters Score -4440702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4440704.000000 Penalty: 5190.973145
	Iteration 62Q: 3 clusters Score -4440704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4440707.500000 Penalty: 5190.973145
	Iteration 63Q: 3 clusters Score -4440708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -4440706.500000 Penalty: 5190.973145
	Iteration 64Q: 3 clusters Score -4440706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4440712.000000 Penalty: 5190.973145
	Iteration 65Q: 3 clusters Score -4440712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4440716.000000 Penalty: 5190.973145
	Iteration 66Q: 3 clusters Score -4440716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4440723.000000 Penalty: 5190.973145
	Iteration 67Q: 3 clusters Score -4440723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4440730.500000 Penalty: 5190.973145
	Iteration 68Q: 3 clusters Score -4440730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4440734.000000 Penalty: 5190.973145
	Iteration 69Q: 3 clusters Score -4440734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4440735.000000 Penalty: 5190.973145
	Iteration 70Q: 3 clusters Score -4440735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4440736.500000 Penalty: 5190.973145
	Iteration 71Q: 3 clusters Score -4440736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4440740.000000 Penalty: 5190.973145
	Iteration 72Q: 3 clusters Score -4440740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4440740.000000 Penalty: 5190.973145
	Iteration 73F: 3 clusters Score -4440740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -123871.179688 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -123871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -122117.468750 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -122117.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122459.835938 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -122459.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122603.960938 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -122604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122735.312500 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -122735.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -122905.531250 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -122905.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123017.984375 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -123018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123095.859375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -123095.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123145.914062 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -123145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123201.140625 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -123201.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -123295.523438 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -123295.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123406.257812 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -123406.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123454.929688 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -123454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123466.359375 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -123466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123481.468750 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -123481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123487.906250 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -123487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123491.632812 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -123491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123495.039062 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -123495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123497.351562 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -123497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123498.078125 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -123498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -123500.476562 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -123500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -123500.476562 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -123500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1489638.250000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1489638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1480478.000000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1480478 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1483238.625000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1483239 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1483603.250000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1483603 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1483899.875000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -1483900 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1484156.500000 Penalty: 4668.014648
	Iteration 4Q: 3 clusters Score -1484156 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1484401.125000 Penalty: 4668.014648
	Iteration 5Q: 3 clusters Score -1484401 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1484637.750000 Penalty: 4668.014648
	Iteration 6Q: 3 clusters Score -1484638 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1484846.750000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -1484847 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1485047.375000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -1485047 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1485255.625000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1485256 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1485461.250000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1485461 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1485641.250000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1485641 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1485788.375000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1485788 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1485930.875000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1485931 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1486054.000000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1486054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1486142.125000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1486142 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1486200.125000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1486200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1486240.375000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1486240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1486281.750000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1486282 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1486334.875000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1486335 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1486369.500000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1486370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1486426.375000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1486426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1486478.625000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1486479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1486533.375000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1486533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1486600.625000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1486601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1486679.625000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1486680 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1486776.250000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1486776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1486904.250000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1486904 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1487030.875000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1487031 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1487148.125000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1487148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1487269.875000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1487270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1487364.625000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1487365 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1487442.500000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1487442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1487545.500000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1487546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1487623.000000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1487623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1487684.875000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1487685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1487732.625000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1487733 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1487780.250000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -1487780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1487826.500000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -1487826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1487853.500000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -1487854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1487888.000000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -1487888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1487905.875000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -1487906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1487927.625000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -1487928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1487944.875000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -1487945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1487956.500000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -1487956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1487965.875000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -1487966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1487971.250000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -1487971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1487980.125000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -1487980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1487982.000000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -1487982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1487986.500000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -1487986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1487985.875000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -1487986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1487990.500000 Penalty: 4668.014648
	Iteration 51Q: 3 clusters Score -1487990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1487993.250000 Penalty: 4668.014648
	Iteration 52Q: 3 clusters Score -1487993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1488001.000000 Penalty: 4668.014648
	Iteration 53Q: 3 clusters Score -1488001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1488008.000000 Penalty: 4668.014648
	Iteration 54Q: 3 clusters Score -1488008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1488016.625000 Penalty: 4668.014648
	Iteration 55Q: 3 clusters Score -1488017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1488018.500000 Penalty: 4668.014648
	Iteration 56Q: 3 clusters Score -1488018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1488026.500000 Penalty: 4668.014648
	Iteration 57Q: 3 clusters Score -1488026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1488028.000000 Penalty: 4668.014648
	Iteration 58Q: 3 clusters Score -1488028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1488031.875000 Penalty: 4668.014648
	Iteration 59Q: 3 clusters Score -1488032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1488031.500000 Penalty: 4668.014648
	Iteration 60F: 3 clusters Score -1488032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1488031.750000 Penalty: 4668.014648
	Iteration 61Q: 3 clusters Score -1488032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1488030.375000 Penalty: 4668.014648
	Iteration 62Q: 3 clusters Score -1488030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1488029.750000 Penalty: 4668.014648
	Iteration 63Q: 3 clusters Score -1488030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1488029.750000 Penalty: 4668.014648
	Iteration 64F: 3 clusters Score -1488030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -426216.593750 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -426216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -422643.593750 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -422643.6 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -423424.687500 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -423424.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -423627.937500 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -423627.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -423742.937500 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -423742.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -423824.906250 Penalty: 4042.632080
	Iteration 4Q: 3 clusters Score -423824.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -423910.406250 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -423910.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -423970.500000 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -423970.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424022.281250 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -424022.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424064.156250 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -424064.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -424099.812500 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -424099.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -424120.062500 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -424120.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -424135.562500 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -424135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -424149.125000 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -424149.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -424163.468750 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -424163.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -424173.562500 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -424173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -424180.500000 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -424180.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -424186.562500 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -424186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424192.656250 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -424192.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -424197.031250 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -424197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424201.031250 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -424201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -424204.937500 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -424204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -424211.500000 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -424211.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -424217.281250 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -424217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -424222.062500 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -424222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -424224.031250 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -424224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -424228.406250 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -424228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424230.343750 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -424230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -424233.687500 Penalty: 4042.632080
	Iteration 27Q: 3 clusters Score -424233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -424235.000000 Penalty: 4042.632080
	Iteration 28Q: 3 clusters Score -424235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -424237.218750 Penalty: 4042.632080
	Iteration 29Q: 3 clusters Score -424237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -424239.218750 Penalty: 4042.632080
	Iteration 30Q: 3 clusters Score -424239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -424239.750000 Penalty: 4042.632080
	Iteration 31Q: 3 clusters Score -424239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -424239.343750 Penalty: 4042.632080
	Iteration 32Q: 3 clusters Score -424239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -424240.218750 Penalty: 4042.632080
	Iteration 33Q: 3 clusters Score -424240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -424241.187500 Penalty: 4042.632080
	Iteration 34Q: 3 clusters Score -424241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -424241.750000 Penalty: 4042.632080
	Iteration 35Q: 3 clusters Score -424241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -424244.812500 Penalty: 4042.632080
	Iteration 36Q: 3 clusters Score -424244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -424248.343750 Penalty: 4042.632080
	Iteration 37Q: 3 clusters Score -424248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424253.062500 Penalty: 4042.632080
	Iteration 38Q: 3 clusters Score -424253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424258.843750 Penalty: 4042.632080
	Iteration 39Q: 3 clusters Score -424258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424264.437500 Penalty: 4042.632080
	Iteration 40F: 3 clusters Score -424264.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -424268.812500 Penalty: 4042.632080
	Iteration 41Q: 3 clusters Score -424268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -424271.875000 Penalty: 4042.632080
	Iteration 42Q: 3 clusters Score -424271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -424274.968750 Penalty: 4042.632080
	Iteration 43Q: 3 clusters Score -424275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -424276.062500 Penalty: 4042.632080
	Iteration 44Q: 3 clusters Score -424276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -424279.593750 Penalty: 4042.632080
	Iteration 45Q: 3 clusters Score -424279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -424282.375000 Penalty: 4042.632080
	Iteration 46Q: 3 clusters Score -424282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -424283.375000 Penalty: 4042.632080
	Iteration 47Q: 3 clusters Score -424283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -424283.406250 Penalty: 4042.632080
	Iteration 48Q: 3 clusters Score -424283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -424283.906250 Penalty: 4042.632080
	Iteration 49Q: 3 clusters Score -424283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -424283.875000 Penalty: 4042.632080
	Iteration 50Q: 3 clusters Score -424283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -424285.531250 Penalty: 4042.632080
	Iteration 51Q: 3 clusters Score -424285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -424287.062500 Penalty: 4042.632080
	Iteration 52Q: 3 clusters Score -424287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -424288.593750 Penalty: 4042.632080
	Iteration 53Q: 3 clusters Score -424288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -424290.531250 Penalty: 4042.632080
	Iteration 54Q: 3 clusters Score -424290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -424291.531250 Penalty: 4042.632080
	Iteration 55Q: 3 clusters Score -424291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -424293.718750 Penalty: 4042.632080
	Iteration 56Q: 3 clusters Score -424293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -424296.406250 Penalty: 4042.632080
	Iteration 57Q: 3 clusters Score -424296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -424297.187500 Penalty: 4042.632080
	Iteration 58Q: 3 clusters Score -424297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -424297.187500 Penalty: 4042.632080
	Iteration 59F: 3 clusters Score -424297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -323951.812500 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -323951.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -320889.875000 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -320889.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -321539.343750 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -321539.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321703.500000 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -321703.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -321818.750000 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -321818.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321924.343750 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -321924.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -322014.781250 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -322014.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -322098.281250 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -322098.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322167.750000 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -322167.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -322254.125000 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -322254.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -322358.093750 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -322358.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322458.062500 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -322458.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -322570.093750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -322570.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -322670.968750 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -322671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322733.718750 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -322733.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322782.156250 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -322782.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322809.218750 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -322809.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322832.031250 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -322832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -322841.687500 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -322841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -322844.593750 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -322844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322846.250000 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -322846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322847.843750 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -322847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -322847.906250 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -322847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -322847.906250 Penalty: 3907.752930
	Iteration 22F: 3 clusters Score -322847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -628480.437500 Penalty: 2119.979492
	Iteration 0F: 2 clusters Score -628480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -623853.437500 Penalty: 4239.958984
	Iteration 0F: 3 clusters Score -623853.4 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -625005.125000 Penalty: 4239.958984
	Iteration 1F: 3 clusters Score -625005.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -625253.812500 Penalty: 4239.958984
	Iteration 2F: 3 clusters Score -625253.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -625441.562500 Penalty: 4239.958984
	Iteration 3F: 3 clusters Score -625441.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -625632.125000 Penalty: 4239.958984
	Iteration 4Q: 3 clusters Score -625632.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -625867.000000 Penalty: 4239.958984
	Iteration 5F: 3 clusters Score -625867 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -626150.000000 Penalty: 4239.958984
	Iteration 6F: 3 clusters Score -626150 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -626439.875000 Penalty: 4239.958984
	Iteration 7F: 3 clusters Score -626439.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -626635.250000 Penalty: 4239.958984
	Iteration 8F: 3 clusters Score -626635.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -626773.812500 Penalty: 4239.958984
	Iteration 9Q: 3 clusters Score -626773.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -626859.437500 Penalty: 4239.958984
	Iteration 10Q: 3 clusters Score -626859.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -626907.562500 Penalty: 4239.958984
	Iteration 11Q: 3 clusters Score -626907.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -626932.125000 Penalty: 4239.958984
	Iteration 12Q: 3 clusters Score -626932.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -626944.500000 Penalty: 4239.958984
	Iteration 13Q: 3 clusters Score -626944.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -626950.250000 Penalty: 4239.958984
	Iteration 14Q: 3 clusters Score -626950.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -626955.000000 Penalty: 4239.958984
	Iteration 15Q: 3 clusters Score -626955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -626957.500000 Penalty: 4239.958984
	Iteration 16Q: 3 clusters Score -626957.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -626960.625000 Penalty: 4239.958984
	Iteration 17Q: 3 clusters Score -626960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -626961.875000 Penalty: 4239.958984
	Iteration 18Q: 3 clusters Score -626961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -626961.937500 Penalty: 4239.958984
	Iteration 19Q: 3 clusters Score -626961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -626962.875000 Penalty: 4239.958984
	Iteration 20F: 3 clusters Score -626962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -626963.312500 Penalty: 4239.958984
	Iteration 21Q: 3 clusters Score -626963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -626964.812500 Penalty: 4239.958984
	Iteration 22Q: 3 clusters Score -626964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -626964.812500 Penalty: 4239.958984
	Iteration 23F: 3 clusters Score -626964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41409.492188 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -41409.49 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 202 members 
Entering Unmasked Estep 
Score: -40056.578125 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -40056.58 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40328.226562 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -40328.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40480.718750 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -40480.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40576.617188 Penalty: 2999.496582
	Iteration 3F: 3 clusters Score -40576.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40680.609375 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -40680.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40756.652344 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -40756.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40816.847656 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -40816.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40879.656250 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -40879.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40950.738281 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -40950.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40994.785156 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -40994.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41014.761719 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -41014.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41021.613281 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -41021.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41032.742188 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -41032.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41041.269531 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -41041.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41042.992188 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -41042.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41043.015625 Penalty: 2999.496582
	Iteration 15F: 3 clusters Score -41043.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41055.113281 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -41055.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41085.066406 Penalty: 2999.496582
	Iteration 17Q: 3 clusters Score -41085.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41115.000000 Penalty: 2999.496582
	Iteration 18Q: 3 clusters Score -41115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41125.136719 Penalty: 2999.496582
	Iteration 19Q: 3 clusters Score -41125.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41149.746094 Penalty: 2999.496582
	Iteration 20F: 3 clusters Score -41149.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41170.136719 Penalty: 2999.496582
	Iteration 21Q: 3 clusters Score -41170.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41192.386719 Penalty: 2999.496582
	Iteration 22Q: 3 clusters Score -41192.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41202.332031 Penalty: 2999.496582
	Iteration 23Q: 3 clusters Score -41202.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41206.363281 Penalty: 2999.496582
	Iteration 24Q: 3 clusters Score -41206.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41220.878906 Penalty: 2999.496582
	Iteration 25Q: 3 clusters Score -41220.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41235.781250 Penalty: 2999.496582
	Iteration 26Q: 3 clusters Score -41235.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41246.433594 Penalty: 2999.496582
	Iteration 27Q: 3 clusters Score -41246.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41251.679688 Penalty: 2999.496582
	Iteration 28Q: 3 clusters Score -41251.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41264.007812 Penalty: 2999.496582
	Iteration 29Q: 3 clusters Score -41264.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41265.667969 Penalty: 2999.496582
	Iteration 30Q: 3 clusters Score -41265.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41265.667969 Penalty: 2999.496582
	Iteration 31F: 3 clusters Score -41265.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Entering Unmasked Estep 
Score: -1030918.875000 Penalty: 2241.367188
	Iteration 0F: 2 clusters Score -1030919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1024337.937500 Penalty: 4482.734375
	Iteration 0F: 3 clusters Score -1024338 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1026266.062500 Penalty: 4482.734375
	Iteration 1F: 3 clusters Score -1026266 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1026609.062500 Penalty: 4482.734375
	Iteration 2F: 3 clusters Score -1026609 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1026839.250000 Penalty: 4482.734375
	Iteration 3F: 3 clusters Score -1026839 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1027007.875000 Penalty: 4482.734375
	Iteration 4Q: 3 clusters Score -1027008 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1027151.812500 Penalty: 4482.734375
	Iteration 5Q: 3 clusters Score -1027152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1027319.750000 Penalty: 4482.734375
	Iteration 6Q: 3 clusters Score -1027320 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1027495.687500 Penalty: 4482.734375
	Iteration 7Q: 3 clusters Score -1027496 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1027735.500000 Penalty: 4482.734375
	Iteration 8Q: 3 clusters Score -1027736 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1028073.312500 Penalty: 4482.734375
	Iteration 9Q: 3 clusters Score -1028073 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1028456.187500 Penalty: 4482.734375
	Iteration 10Q: 3 clusters Score -1028456 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1028798.250000 Penalty: 4482.734375
	Iteration 11Q: 3 clusters Score -1028798 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1029050.812500 Penalty: 4482.734375
	Iteration 12Q: 3 clusters Score -1029051 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1029208.375000 Penalty: 4482.734375
	Iteration 13Q: 3 clusters Score -1029208 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1029317.187500 Penalty: 4482.734375
	Iteration 14Q: 3 clusters Score -1029317 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1029401.562500 Penalty: 4482.734375
	Iteration 15Q: 3 clusters Score -1029402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1029465.062500 Penalty: 4482.734375
	Iteration 16Q: 3 clusters Score -1029465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1029498.500000 Penalty: 4482.734375
	Iteration 17Q: 3 clusters Score -1029498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1029520.937500 Penalty: 4482.734375
	Iteration 18Q: 3 clusters Score -1029521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1029545.500000 Penalty: 4482.734375
	Iteration 19Q: 3 clusters Score -1029546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1029563.375000 Penalty: 4482.734375
	Iteration 20F: 3 clusters Score -1029563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1029579.625000 Penalty: 4482.734375
	Iteration 21Q: 3 clusters Score -1029580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1029588.687500 Penalty: 4482.734375
	Iteration 22Q: 3 clusters Score -1029589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1029599.687500 Penalty: 4482.734375
	Iteration 23Q: 3 clusters Score -1029600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1029603.437500 Penalty: 4482.734375
	Iteration 24Q: 3 clusters Score -1029603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1029609.875000 Penalty: 4482.734375
	Iteration 25Q: 3 clusters Score -1029610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1029621.375000 Penalty: 4482.734375
	Iteration 26Q: 3 clusters Score -1029621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1029631.437500 Penalty: 4482.734375
	Iteration 27Q: 3 clusters Score -1029631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1029647.937500 Penalty: 4482.734375
	Iteration 28Q: 3 clusters Score -1029648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1029659.562500 Penalty: 4482.734375
	Iteration 29Q: 3 clusters Score -1029660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1029671.562500 Penalty: 4482.734375
	Iteration 30Q: 3 clusters Score -1029672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1029683.812500 Penalty: 4482.734375
	Iteration 31Q: 3 clusters Score -1029684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1029698.875000 Penalty: 4482.734375
	Iteration 32Q: 3 clusters Score -1029699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1029708.812500 Penalty: 4482.734375
	Iteration 33Q: 3 clusters Score -1029709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1029719.500000 Penalty: 4482.734375
	Iteration 34Q: 3 clusters Score -1029720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1029733.062500 Penalty: 4482.734375
	Iteration 35Q: 3 clusters Score -1029733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1029750.375000 Penalty: 4482.734375
	Iteration 36Q: 3 clusters Score -1029750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1029764.000000 Penalty: 4482.734375
	Iteration 37Q: 3 clusters Score -1029764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1029771.125000 Penalty: 4482.734375
	Iteration 38Q: 3 clusters Score -1029771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1029775.187500 Penalty: 4482.734375
	Iteration 39Q: 3 clusters Score -1029775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1029779.562500 Penalty: 4482.734375
	Iteration 40F: 3 clusters Score -1029780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1029784.812500 Penalty: 4482.734375
	Iteration 41Q: 3 clusters Score -1029785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1029793.312500 Penalty: 4482.734375
	Iteration 42Q: 3 clusters Score -1029793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1029803.375000 Penalty: 4482.734375
	Iteration 43Q: 3 clusters Score -1029803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1029805.812500 Penalty: 4482.734375
	Iteration 44Q: 3 clusters Score -1029806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1029810.562500 Penalty: 4482.734375
	Iteration 45Q: 3 clusters Score -1029811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1029816.000000 Penalty: 4482.734375
	Iteration 46Q: 3 clusters Score -1029816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1029817.500000 Penalty: 4482.734375
	Iteration 47Q: 3 clusters Score -1029818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1029821.250000 Penalty: 4482.734375
	Iteration 48Q: 3 clusters Score -1029821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1029824.187500 Penalty: 4482.734375
	Iteration 49Q: 3 clusters Score -1029824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1029826.187500 Penalty: 4482.734375
	Iteration 50Q: 3 clusters Score -1029826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1029828.687500 Penalty: 4482.734375
	Iteration 51Q: 3 clusters Score -1029829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1029831.750000 Penalty: 4482.734375
	Iteration 52Q: 3 clusters Score -1029832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1029831.687500 Penalty: 4482.734375
	Iteration 53Q: 3 clusters Score -1029832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1029832.625000 Penalty: 4482.734375
	Iteration 54Q: 3 clusters Score -1029833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1029834.687500 Penalty: 4482.734375
	Iteration 55Q: 3 clusters Score -1029835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1029834.375000 Penalty: 4482.734375
	Iteration 56Q: 3 clusters Score -1029834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1029834.250000 Penalty: 4482.734375
	Iteration 57Q: 3 clusters Score -1029834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1029837.625000 Penalty: 4482.734375
	Iteration 58Q: 3 clusters Score -1029838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1029836.625000 Penalty: 4482.734375
	Iteration 59Q: 3 clusters Score -1029837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1029838.437500 Penalty: 4482.734375
	Iteration 60F: 3 clusters Score -1029838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1029844.000000 Penalty: 4482.734375
	Iteration 61Q: 3 clusters Score -1029844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1029843.312500 Penalty: 4482.734375
	Iteration 62Q: 3 clusters Score -1029843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1029846.000000 Penalty: 4482.734375
	Iteration 63Q: 3 clusters Score -1029846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1029850.937500 Penalty: 4482.734375
	Iteration 64Q: 3 clusters Score -1029851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1029850.312500 Penalty: 4482.734375
	Iteration 65Q: 3 clusters Score -1029850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1029850.000000 Penalty: 4482.734375
	Iteration 66Q: 3 clusters Score -1029850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1029852.125000 Penalty: 4482.734375
	Iteration 67Q: 3 clusters Score -1029852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1029853.562500 Penalty: 4482.734375
	Iteration 68Q: 3 clusters Score -1029854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1029854.187500 Penalty: 4482.734375
	Iteration 69Q: 3 clusters Score -1029854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1029853.312500 Penalty: 4482.734375
	Iteration 70Q: 3 clusters Score -1029853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1029852.500000 Penalty: 4482.734375
	Iteration 71Q: 3 clusters Score -1029852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1029856.125000 Penalty: 4482.734375
	Iteration 72Q: 3 clusters Score -1029856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1029856.562500 Penalty: 4482.734375
	Iteration 73Q: 3 clusters Score -1029857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1029854.500000 Penalty: 4482.734375
	Iteration 74Q: 3 clusters Score -1029854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1029857.687500 Penalty: 4482.734375
	Iteration 75Q: 3 clusters Score -1029858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1029858.375000 Penalty: 4482.734375
	Iteration 76Q: 3 clusters Score -1029858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1029857.125000 Penalty: 4482.734375
	Iteration 77Q: 3 clusters Score -1029857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1029857.125000 Penalty: 4482.734375
	Iteration 78F: 3 clusters Score -1029857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -204127.578125 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -204127.6 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 833 members 
Entering Unmasked Estep 
Score: -201704.937500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -201704.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202155.015625 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -202155 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -202267.125000 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -202267.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202324.937500 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -202324.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -202364.343750 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -202364.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -202392.765625 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -202392.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -202415.625000 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -202415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202425.515625 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -202425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202434.218750 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -202434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202444.640625 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -202444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202454.375000 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -202454.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202464.671875 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -202464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202471.906250 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -202471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202475.812500 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -202475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202478.906250 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -202478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202482.671875 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -202482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -202488.343750 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -202488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202492.906250 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -202492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202493.937500 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -202493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -202494.625000 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -202494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -202494.625000 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -202494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -435198.937500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -435198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -432140.937500 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -432140.9 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -433006.812500 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -433006.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -433373.781250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -433373.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -433637.437500 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -433637.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -433896.437500 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -433896.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -434116.718750 Penalty: 3912.241699
	Iteration 5F: 3 clusters Score -434116.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -434274.906250 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -434274.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -434392.250000 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -434392.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -434488.375000 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -434488.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -434559.937500 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -434559.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -434586.468750 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -434586.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -434600.125000 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -434600.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -434611.093750 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -434611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -434614.312500 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -434614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -434618.250000 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -434618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -434623.812500 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -434623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -434635.625000 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -434635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -434655.187500 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -434655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -434680.562500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -434680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -434721.000000 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -434721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -434814.718750 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -434814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -434918.781250 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -434918.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -434960.875000 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -434960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -434978.093750 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -434978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -434990.531250 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -434990.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -434999.718750 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -434999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435001.937500 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -435001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435003.500000 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -435003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -435005.531250 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -435005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -435007.281250 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -435007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -435009.000000 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -435009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -435010.093750 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -435010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -435010.593750 Penalty: 3912.241699
	Iteration 32Q: 3 clusters Score -435010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -435010.593750 Penalty: 3912.241699
	Iteration 33F: 3 clusters Score -435010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -683650.812500 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -683650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -678758.562500 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -678758.6 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -679926.375000 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -679926.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -680138.500000 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -680138.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -680276.375000 Penalty: 4280.562012
	Iteration 3Q: 3 clusters Score -680276.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -680371.250000 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -680371.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -680485.500000 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -680485.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -680602.937500 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -680602.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -680730.500000 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -680730.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -680891.500000 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -680891.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -681117.562500 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -681117.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -681461.750000 Penalty: 4280.562012
	Iteration 10F: 3 clusters Score -681461.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -681895.250000 Penalty: 4280.562012
	Iteration 11F: 3 clusters Score -681895.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -682278.937500 Penalty: 4280.562012
	Iteration 12F: 3 clusters Score -682278.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -682582.937500 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -682582.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -682831.812500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -682831.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -683003.937500 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -683003.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -683121.625000 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -683121.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -683205.687500 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -683205.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -683254.062500 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -683254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -683279.687500 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -683279.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -683294.187500 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -683294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -683301.437500 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -683301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -683310.625000 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -683310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -683314.250000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -683314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -683314.437500 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -683314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -683314.437500 Penalty: 4280.562012
	Iteration 25F: 3 clusters Score -683314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (27310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Entering Unmasked Estep 
Score: -3395458.750000 Penalty: 2533.322021
	Iteration 0F: 2 clusters Score -3395459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3376696.750000 Penalty: 5066.644043
	Iteration 0F: 3 clusters Score -3376697 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3383217.500000 Penalty: 5066.644043
	Iteration 1F: 3 clusters Score -3383218 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3383776.500000 Penalty: 5066.644043
	Iteration 2F: 3 clusters Score -3383776 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3384295.500000 Penalty: 5066.644043
	Iteration 3Q: 3 clusters Score -3384296 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3384898.750000 Penalty: 5066.644043
	Iteration 4Q: 3 clusters Score -3384899 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3385700.000000 Penalty: 5066.644043
	Iteration 5F: 3 clusters Score -3385700 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3386737.250000 Penalty: 5066.644043
	Iteration 6F: 3 clusters Score -3386737 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3387957.000000 Penalty: 5066.644043
	Iteration 7F: 3 clusters Score -3387957 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3389239.500000 Penalty: 5066.644043
	Iteration 8F: 3 clusters Score -3389240 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3390446.500000 Penalty: 5066.644043
	Iteration 9F: 3 clusters Score -3390446 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3391453.250000 Penalty: 5066.644043
	Iteration 10Q: 3 clusters Score -3391453 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3392140.250000 Penalty: 5066.644043
	Iteration 11Q: 3 clusters Score -3392140 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3392569.750000 Penalty: 5066.644043
	Iteration 12Q: 3 clusters Score -3392570 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3392850.500000 Penalty: 5066.644043
	Iteration 13Q: 3 clusters Score -3392850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3393031.250000 Penalty: 5066.644043
	Iteration 14Q: 3 clusters Score -3393031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3393132.000000 Penalty: 5066.644043
	Iteration 15Q: 3 clusters Score -3393132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3393178.750000 Penalty: 5066.644043
	Iteration 16Q: 3 clusters Score -3393179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3393205.250000 Penalty: 5066.644043
	Iteration 17Q: 3 clusters Score -3393205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3393227.000000 Penalty: 5066.644043
	Iteration 18Q: 3 clusters Score -3393227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3393241.750000 Penalty: 5066.644043
	Iteration 19Q: 3 clusters Score -3393242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3393255.000000 Penalty: 5066.644043
	Iteration 20F: 3 clusters Score -3393255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3393270.000000 Penalty: 5066.644043
	Iteration 21Q: 3 clusters Score -3393270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3393274.750000 Penalty: 5066.644043
	Iteration 22Q: 3 clusters Score -3393275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3393282.000000 Penalty: 5066.644043
	Iteration 23Q: 3 clusters Score -3393282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3393278.750000 Penalty: 5066.644043
	Iteration 24Q: 3 clusters Score -3393279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3393285.000000 Penalty: 5066.644043
	Iteration 25Q: 3 clusters Score -3393285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3393286.250000 Penalty: 5066.644043
	Iteration 26Q: 3 clusters Score -3393286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3393288.250000 Penalty: 5066.644043
	Iteration 27Q: 3 clusters Score -3393288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3393293.750000 Penalty: 5066.644043
	Iteration 28Q: 3 clusters Score -3393294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3393291.250000 Penalty: 5066.644043
	Iteration 29Q: 3 clusters Score -3393291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3393294.500000 Penalty: 5066.644043
	Iteration 30Q: 3 clusters Score -3393294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3393297.000000 Penalty: 5066.644043
	Iteration 31Q: 3 clusters Score -3393297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3393298.000000 Penalty: 5066.644043
	Iteration 32Q: 3 clusters Score -3393298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3393299.250000 Penalty: 5066.644043
	Iteration 33Q: 3 clusters Score -3393299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3393308.750000 Penalty: 5066.644043
	Iteration 34Q: 3 clusters Score -3393309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3393312.750000 Penalty: 5066.644043
	Iteration 35Q: 3 clusters Score -3393313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3393323.250000 Penalty: 5066.644043
	Iteration 36Q: 3 clusters Score -3393323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3393330.000000 Penalty: 5066.644043
	Iteration 37Q: 3 clusters Score -3393330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3393328.750000 Penalty: 5066.644043
	Iteration 38Q: 3 clusters Score -3393329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3393333.000000 Penalty: 5066.644043
	Iteration 39Q: 3 clusters Score -3393333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3393333.500000 Penalty: 5066.644043
	Iteration 40F: 3 clusters Score -3393334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3393340.500000 Penalty: 5066.644043
	Iteration 41Q: 3 clusters Score -3393340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3393342.000000 Penalty: 5066.644043
	Iteration 42Q: 3 clusters Score -3393342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3393343.000000 Penalty: 5066.644043
	Iteration 43Q: 3 clusters Score -3393343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3393343.000000 Penalty: 5066.644043
	Iteration 44F: 3 clusters Score -3393343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Entering Unmasked Estep 
Score: -2084332.375000 Penalty: 2417.185791
	Iteration 0F: 2 clusters Score -2084332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2072208.875000 Penalty: 4834.371582
	Iteration 0F: 3 clusters Score -2072209 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2076204.875000 Penalty: 4834.371582
	Iteration 1F: 3 clusters Score -2076205 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2076756.250000 Penalty: 4834.371582
	Iteration 2F: 3 clusters Score -2076756 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2077345.125000 Penalty: 4834.371582
	Iteration 3F: 3 clusters Score -2077345 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2077868.375000 Penalty: 4834.371582
	Iteration 4F: 3 clusters Score -2077868 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2078350.250000 Penalty: 4834.371582
	Iteration 5F: 3 clusters Score -2078350 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2078792.375000 Penalty: 4834.371582
	Iteration 6Q: 3 clusters Score -2078792 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2079271.250000 Penalty: 4834.371582
	Iteration 7Q: 3 clusters Score -2079271 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2079836.500000 Penalty: 4834.371582
	Iteration 8Q: 3 clusters Score -2079836 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2080578.750000 Penalty: 4834.371582
	Iteration 9Q: 3 clusters Score -2080579 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2081429.375000 Penalty: 4834.371582
	Iteration 10Q: 3 clusters Score -2081429 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2082224.125000 Penalty: 4834.371582
	Iteration 11Q: 3 clusters Score -2082224 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2082761.875000 Penalty: 4834.371582
	Iteration 12Q: 3 clusters Score -2082762 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2083062.750000 Penalty: 4834.371582
	Iteration 13Q: 3 clusters Score -2083063 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2083247.250000 Penalty: 4834.371582
	Iteration 14Q: 3 clusters Score -2083247 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2083367.250000 Penalty: 4834.371582
	Iteration 15Q: 3 clusters Score -2083367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2083466.000000 Penalty: 4834.371582
	Iteration 16Q: 3 clusters Score -2083466 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2083530.750000 Penalty: 4834.371582
	Iteration 17Q: 3 clusters Score -2083531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2083570.375000 Penalty: 4834.371582
	Iteration 18Q: 3 clusters Score -2083570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2083604.000000 Penalty: 4834.371582
	Iteration 19Q: 3 clusters Score -2083604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2083638.250000 Penalty: 4834.371582
	Iteration 20F: 3 clusters Score -2083638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2083667.125000 Penalty: 4834.371582
	Iteration 21Q: 3 clusters Score -2083667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2083683.375000 Penalty: 4834.371582
	Iteration 22Q: 3 clusters Score -2083683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2083694.750000 Penalty: 4834.371582
	Iteration 23Q: 3 clusters Score -2083695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2083707.750000 Penalty: 4834.371582
	Iteration 24Q: 3 clusters Score -2083708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2083719.875000 Penalty: 4834.371582
	Iteration 25Q: 3 clusters Score -2083720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2083727.375000 Penalty: 4834.371582
	Iteration 26Q: 3 clusters Score -2083727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2083734.625000 Penalty: 4834.371582
	Iteration 27Q: 3 clusters Score -2083735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2083739.875000 Penalty: 4834.371582
	Iteration 28Q: 3 clusters Score -2083740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2083748.625000 Penalty: 4834.371582
	Iteration 29Q: 3 clusters Score -2083749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2083749.500000 Penalty: 4834.371582
	Iteration 30Q: 3 clusters Score -2083750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2083751.750000 Penalty: 4834.371582
	Iteration 31Q: 3 clusters Score -2083752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2083751.750000 Penalty: 4834.371582
	Iteration 32Q: 3 clusters Score -2083752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2083749.500000 Penalty: 4834.371582
	Iteration 33Q: 3 clusters Score -2083750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2083751.125000 Penalty: 4834.371582
	Iteration 34Q: 3 clusters Score -2083751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2083751.125000 Penalty: 4834.371582
	Iteration 35F: 3 clusters Score -2083751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -1102643.000000 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -1102643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1097206.125000 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -1097206 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1098979.000000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -1098979 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1099506.125000 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -1099506 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1099885.000000 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -1099885 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1100178.875000 Penalty: 4370.062012
	Iteration 4F: 3 clusters Score -1100179 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1100411.250000 Penalty: 4370.062012
	Iteration 5F: 3 clusters Score -1100411 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1100629.875000 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -1100630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1100840.875000 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -1100841 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1101039.125000 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -1101039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1101227.750000 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -1101228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1101377.250000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -1101377 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1101488.000000 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -1101488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1101586.500000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -1101586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1101682.875000 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -1101683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1101758.125000 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -1101758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1101803.875000 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -1101804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1101838.750000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -1101839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1101861.750000 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -1101862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1101880.625000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -1101881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1101886.250000 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -1101886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1101893.250000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -1101893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1101898.625000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -1101899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1101901.750000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -1101902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1101900.875000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -1101901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1101905.625000 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -1101906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1101911.125000 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -1101911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1101913.625000 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -1101914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1101916.500000 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -1101916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1101916.625000 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -1101917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1101920.750000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -1101921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1101919.125000 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -1101919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1101920.250000 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -1101920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1101919.000000 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -1101919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1101920.250000 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -1101920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1101922.250000 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -1101922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1101925.250000 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -1101925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1101927.500000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -1101928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1101929.125000 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -1101929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1101927.875000 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -1101928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1101932.625000 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -1101933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1101930.750000 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -1101931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1101933.625000 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -1101934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1101932.125000 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -1101932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1101934.000000 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -1101934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1101936.375000 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -1101936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1101933.250000 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -1101933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1101934.500000 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -1101934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1101934.500000 Penalty: 4370.062012
	Iteration 47F: 3 clusters Score -1101934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -37917.777344 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -37917.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36591.746094 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -36591.75 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37063.324219 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -37063.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37475.277344 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -37475.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37766.394531 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -37766.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38005.929688 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -38005.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38100.925781 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -38100.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38146.488281 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -38146.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38161.023438 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -38161.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38176.351562 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -38176.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38181.429688 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -38181.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38181.429688 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -38181.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 302 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 264 members 
Entering Unmasked Estep 
Score: -134487088.000000 Penalty: 248604.390625
Splitting cluster 60 changes total score from -134488736.000000 to -134487088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -137053.906250 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -137053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135012.000000 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -135012 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135304.406250 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -135304.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135401.984375 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -135402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135448.281250 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -135448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135472.156250 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -135472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135485.906250 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -135485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135491.187500 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -135491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135497.500000 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -135497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135502.359375 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -135502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135506.140625 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -135506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135510.750000 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -135510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135513.906250 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -135513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135514.984375 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -135515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135518.093750 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -135518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135519.078125 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -135519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135519.531250 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -135519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135520.046875 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -135520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135520.984375 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -135521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135521.843750 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -135521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135521.843750 Penalty: 3482.900391
	Iteration 19F: 3 clusters Score -135521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -231398.234375 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -231398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228828.593750 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -228828.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229291.093750 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -229291.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -229439.031250 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -229439 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229557.500000 Penalty: 3751.604980
	Iteration 3F: 3 clusters Score -229557.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -229660.156250 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -229660.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229777.390625 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -229777.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -229880.968750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -229881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229958.390625 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -229958.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -230015.687500 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -230015.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -230062.984375 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -230063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -230112.156250 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -230112.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230152.500000 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -230152.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -230174.640625 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -230174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -230189.359375 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -230189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -230206.078125 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -230206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -230218.671875 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -230218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -230227.625000 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -230227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230233.500000 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -230233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -230240.531250 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -230240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -230245.390625 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -230245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -230251.046875 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -230251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -230251.593750 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -230251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -230252.515625 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -230252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -230252.812500 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -230252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -230252.812500 Penalty: 3751.604980
	Iteration 24F: 3 clusters Score -230252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -44947.578125 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -44947.58 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 159 members 
Entering Unmasked Estep 
Score: -43659.714844 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -43659.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43873.710938 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -43873.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43959.898438 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -43959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44019.128906 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -44019.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44062.984375 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -44062.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44075.332031 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -44075.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44086.769531 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -44086.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44116.281250 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -44116.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44178.593750 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -44178.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44270.355469 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -44270.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44341.710938 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -44341.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44360.664062 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -44360.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44360.664062 Penalty: 2820.739746
	Iteration 12F: 3 clusters Score -44360.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -206352.140625 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -206352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -203909.437500 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -203909.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -204302.375000 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -204302.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -204431.500000 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -204431.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204505.875000 Penalty: 3685.924561
	Iteration 3Q: 3 clusters Score -204505.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204540.390625 Penalty: 3685.924561
	Iteration 4Q: 3 clusters Score -204540.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -204558.750000 Penalty: 3685.924561
	Iteration 5Q: 3 clusters Score -204558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -204571.218750 Penalty: 3685.924561
	Iteration 6Q: 3 clusters Score -204571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204575.171875 Penalty: 3685.924561
	Iteration 7Q: 3 clusters Score -204575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -204578.968750 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -204579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204581.843750 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -204581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204583.921875 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -204583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204585.093750 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -204585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -204585.703125 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -204585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -204587.593750 Penalty: 3685.924561
	Iteration 13Q: 3 clusters Score -204587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204587.843750 Penalty: 3685.924561
	Iteration 14Q: 3 clusters Score -204587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204587.843750 Penalty: 3685.924561
	Iteration 15F: 3 clusters Score -204587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -563780.500000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -563780.5 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 2307 members 
Entering Unmasked Estep 
Score: -559613.687500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -559613.7 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -560553.437500 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -560553.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -560730.125000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -560730.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -560830.000000 Penalty: 4176.330566
	Iteration 3Q: 3 clusters Score -560830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -560912.875000 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -560912.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -560977.062500 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -560977.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -561020.000000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -561020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -561055.000000 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -561055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -561094.000000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -561094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -561131.125000 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -561131.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -561167.250000 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -561167.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -561197.187500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -561197.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -561226.500000 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -561226.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -561260.687500 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -561260.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -561298.937500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -561298.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -561330.062500 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -561330.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -561358.750000 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -561358.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -561392.562500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -561392.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -561437.375000 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -561437.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -561487.375000 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -561487.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -561524.937500 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -561524.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -561549.500000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -561549.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -561573.625000 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -561573.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -561594.187500 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -561594.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -561613.500000 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -561613.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -561644.250000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -561644.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -561675.750000 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -561675.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -561710.687500 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -561710.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -561739.375000 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -561739.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -561756.812500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -561756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -561774.812500 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -561774.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -561795.500000 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -561795.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -561817.062500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -561817.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -561832.000000 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -561832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -561847.062500 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -561847.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -561858.312500 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -561858.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -561868.062500 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -561868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -561875.250000 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -561875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -561879.187500 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -561879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -561884.187500 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -561884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -561891.500000 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -561891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -561896.625000 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -561896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -561904.062500 Penalty: 4176.330566
	Iteration 42Q: 3 clusters Score -561904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -561907.750000 Penalty: 4176.330566
	Iteration 43Q: 3 clusters Score -561907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -561913.500000 Penalty: 4176.330566
	Iteration 44Q: 3 clusters Score -561913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -561915.625000 Penalty: 4176.330566
	Iteration 45Q: 3 clusters Score -561915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -561916.437500 Penalty: 4176.330566
	Iteration 46Q: 3 clusters Score -561916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -561918.687500 Penalty: 4176.330566
	Iteration 47Q: 3 clusters Score -561918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -561919.687500 Penalty: 4176.330566
	Iteration 48Q: 3 clusters Score -561919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -561923.625000 Penalty: 4176.330566
	Iteration 49Q: 3 clusters Score -561923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -561928.625000 Penalty: 4176.330566
	Iteration 50Q: 3 clusters Score -561928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -561930.000000 Penalty: 4176.330566
	Iteration 51Q: 3 clusters Score -561930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -561930.687500 Penalty: 4176.330566
	Iteration 52Q: 3 clusters Score -561930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -561935.062500 Penalty: 4176.330566
	Iteration 53Q: 3 clusters Score -561935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -561935.375000 Penalty: 4176.330566
	Iteration 54Q: 3 clusters Score -561935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -561935.437500 Penalty: 4176.330566
	Iteration 55Q: 3 clusters Score -561935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -561935.437500 Penalty: 4176.330566
	Iteration 56F: 3 clusters Score -561935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -672927.875000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -672927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -668147.750000 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -668147.8 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -669380.312500 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -669380.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -669901.562500 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -669901.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -670432.187500 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -670432.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -670852.937500 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -670852.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -671219.562500 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -671219.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -671553.750000 Penalty: 4269.994629
	Iteration 6F: 3 clusters Score -671553.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -671827.375000 Penalty: 4269.994629
	Iteration 7F: 3 clusters Score -671827.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -671980.125000 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -671980.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -672082.375000 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -672082.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -672147.000000 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -672147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -672178.250000 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -672178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -672210.312500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -672210.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -672253.500000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -672253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -672308.312500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -672308.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -672367.687500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -672367.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -672436.812500 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -672436.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -672535.375000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -672535.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -672610.687500 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -672610.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -672684.437500 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -672684.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -672728.500000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -672728.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -672767.312500 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -672767.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -672794.812500 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -672794.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -672819.312500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -672819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -672833.937500 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -672833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -672836.625000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -672836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -672839.500000 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -672839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -672839.375000 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -672839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -672840.562500 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -672840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -672843.187500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -672843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -672843.187500 Penalty: 4269.994629
	Iteration 30F: 3 clusters Score -672843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -329522.500000 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -329522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -326928.187500 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -326928.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -327480.250000 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -327480.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -327755.531250 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -327755.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -327976.875000 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -327976.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -328249.593750 Penalty: 3782.778809
	Iteration 4F: 3 clusters Score -328249.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -328457.031250 Penalty: 3782.778809
	Iteration 5F: 3 clusters Score -328457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -328629.531250 Penalty: 3782.778809
	Iteration 6F: 3 clusters Score -328629.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -328796.437500 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -328796.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -328937.375000 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -328937.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -329073.562500 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -329073.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -329262.656250 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -329262.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -329394.375000 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -329394.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -329458.031250 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -329458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -329500.093750 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -329500.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -329557.968750 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -329558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -329620.718750 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -329620.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -329695.968750 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -329696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -329748.531250 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -329748.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -329802.687500 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -329802.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -329839.187500 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -329839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -329869.156250 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -329869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -329888.000000 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -329888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -329918.062500 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -329918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -329950.031250 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -329950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -329966.375000 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -329966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -329970.500000 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -329970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -329970.500000 Penalty: 3782.778809
	Iteration 26F: 3 clusters Score -329970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 1116 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 936 members 
Entering Unmasked Estep 
Score: -134487760.000000 Penalty: 248604.390625
Splitting cluster 67 changes total score from -134488736.000000 to -134487760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -47977.902344 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -47977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46742.082031 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -46742.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47112.171875 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -47112.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47270.000000 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -47270 nChanged 27
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: -47368.660156 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -47368.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47420.578125 Penalty: 2966.781494
	Iteration 4F: 3 clusters Score -47420.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47434.679688 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -47434.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47439.964844 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -47439.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47442.468750 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -47442.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47442.468750 Penalty: 2966.781494
	Iteration 8F: 3 clusters Score -47442.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -200908.390625 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -200908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198482.671875 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -198482.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198895.156250 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -198895.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198998.875000 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -198998.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -199059.625000 Penalty: 3674.931641
	Iteration 3Q: 3 clusters Score -199059.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199091.921875 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -199091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199112.421875 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -199112.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199132.984375 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -199133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -199149.156250 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -199149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199169.562500 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -199169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199174.734375 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -199174.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -199181.562500 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -199181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199187.265625 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -199187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199194.843750 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -199194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -199203.750000 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -199203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199209.906250 Penalty: 3674.931641
	Iteration 14Q: 3 clusters Score -199209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199214.906250 Penalty: 3674.931641
	Iteration 15Q: 3 clusters Score -199214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199217.703125 Penalty: 3674.931641
	Iteration 16Q: 3 clusters Score -199217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -199218.609375 Penalty: 3674.931641
	Iteration 17Q: 3 clusters Score -199218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -199218.953125 Penalty: 3674.931641
	Iteration 18Q: 3 clusters Score -199219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -199218.968750 Penalty: 3674.931641
	Iteration 19Q: 3 clusters Score -199219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -199218.968750 Penalty: 3674.931641
	Iteration 20F: 3 clusters Score -199219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -237158.921875 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -237158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -234964.156250 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -234964.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -235929.046875 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -235929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236437.875000 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -236437.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -236764.406250 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -236764.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236939.875000 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -236939.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -237047.609375 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -237047.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237115.906250 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -237115.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -237161.562500 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -237161.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237199.546875 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -237199.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237222.843750 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -237222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237240.625000 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -237240.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237263.218750 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -237263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237276.765625 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -237276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -237289.609375 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -237289.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -237299.484375 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -237299.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237308.687500 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -237308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -237320.859375 Penalty: 3634.905029
	Iteration 16Q: 3 clusters Score -237320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -237329.593750 Penalty: 3634.905029
	Iteration 17Q: 3 clusters Score -237329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237337.875000 Penalty: 3634.905029
	Iteration 18Q: 3 clusters Score -237337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237348.203125 Penalty: 3634.905029
	Iteration 19Q: 3 clusters Score -237348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237353.625000 Penalty: 3634.905029
	Iteration 20F: 3 clusters Score -237353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237356.953125 Penalty: 3634.905029
	Iteration 21Q: 3 clusters Score -237357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237356.953125 Penalty: 3634.905029
	Iteration 22F: 3 clusters Score -237357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 485 members 
Mstep: Class 71 contains 239278 members 
Mstep: Class 72 contains 1038 members 
Entering Unmasked Estep 
Score: -134487296.000000 Penalty: 248604.390625
Splitting cluster 70 changes total score from -134488736.000000 to -134487296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (239278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239278 members 
Entering Unmasked Estep 
Score: -30045382.000000 Penalty: 3071.574707
	Iteration 0F: 2 clusters Score -3.004538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -29902388.000000 Penalty: 6143.149414
	Iteration 0F: 3 clusters Score -2.990239e+07 nChanged 115443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114558 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -29970920.000000 Penalty: 6143.149414
	Iteration 1F: 3 clusters Score -2.997092e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -29972336.000000 Penalty: 6143.149414
	Iteration 2Q: 3 clusters Score -2.997234e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -29975042.000000 Penalty: 6143.149414
	Iteration 3Q: 3 clusters Score -2.997504e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -29978732.000000 Penalty: 6143.149414
	Iteration 4Q: 3 clusters Score -2.997873e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -29985084.000000 Penalty: 6143.149414
	Iteration 5F: 3 clusters Score -2.998508e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -29994652.000000 Penalty: 6143.149414
	Iteration 6F: 3 clusters Score -2.999465e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -30005870.000000 Penalty: 6143.149414
	Iteration 7F: 3 clusters Score -3.000587e+07 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 191297 members 
Entering Unmasked Estep 
Score: -30017342.000000 Penalty: 6143.149414
	Iteration 8F: 3 clusters Score -3.001734e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 204680 members 
Entering Unmasked Estep 
Score: -30026852.000000 Penalty: 6143.149414
	Iteration 9F: 3 clusters Score -3.002685e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 214609 members 
Entering Unmasked Estep 
Score: -30034168.000000 Penalty: 6143.149414
	Iteration 10Q: 3 clusters Score -3.003417e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 220989 members 
Entering Unmasked Estep 
Score: -30038404.000000 Penalty: 6143.149414
	Iteration 11Q: 3 clusters Score -3.00384e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 224821 members 
Entering Unmasked Estep 
Score: -30040528.000000 Penalty: 6143.149414
	Iteration 12Q: 3 clusters Score -3.004053e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 227409 members 
Entering Unmasked Estep 
Score: -30041698.000000 Penalty: 6143.149414
	Iteration 13Q: 3 clusters Score -3.00417e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 229277 members 
Entering Unmasked Estep 
Score: -30042464.000000 Penalty: 6143.149414
	Iteration 14Q: 3 clusters Score -3.004246e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -30043044.000000 Penalty: 6143.149414
	Iteration 15Q: 3 clusters Score -3.004304e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 231768 members 
Entering Unmasked Estep 
Score: -30043550.000000 Penalty: 6143.149414
	Iteration 16Q: 3 clusters Score -3.004355e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 232573 members 
Entering Unmasked Estep 
Score: -30043834.000000 Penalty: 6143.149414
	Iteration 17Q: 3 clusters Score -3.004383e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 233225 members 
Entering Unmasked Estep 
Score: -30044148.000000 Penalty: 6143.149414
	Iteration 18Q: 3 clusters Score -3.004415e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 233719 members 
Entering Unmasked Estep 
Score: -30044402.000000 Penalty: 6143.149414
	Iteration 19Q: 3 clusters Score -3.00444e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 234093 members 
Entering Unmasked Estep 
Score: -30044586.000000 Penalty: 6143.149414
	Iteration 20F: 3 clusters Score -3.004459e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 234396 members 
Entering Unmasked Estep 
Score: -30044662.000000 Penalty: 6143.149414
	Iteration 21Q: 3 clusters Score -3.004466e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 234635 members 
Entering Unmasked Estep 
Score: -30044704.000000 Penalty: 6143.149414
	Iteration 22Q: 3 clusters Score -3.00447e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 234831 members 
Entering Unmasked Estep 
Score: -30044726.000000 Penalty: 6143.149414
	Iteration 23Q: 3 clusters Score -3.004473e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 234993 members 
Entering Unmasked Estep 
Score: -30044730.000000 Penalty: 6143.149414
	Iteration 24Q: 3 clusters Score -3.004473e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 235120 members 
Entering Unmasked Estep 
Score: -30044738.000000 Penalty: 6143.149414
	Iteration 25Q: 3 clusters Score -3.004474e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 235213 members 
Entering Unmasked Estep 
Score: -30044786.000000 Penalty: 6143.149414
	Iteration 26Q: 3 clusters Score -3.004479e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 235302 members 
Entering Unmasked Estep 
Score: -30044786.000000 Penalty: 6143.149414
	Iteration 27Q: 3 clusters Score -3.004479e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 235364 members 
Entering Unmasked Estep 
Score: -30044798.000000 Penalty: 6143.149414
	Iteration 28Q: 3 clusters Score -3.00448e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 235413 members 
Entering Unmasked Estep 
Score: -30044772.000000 Penalty: 6143.149414
	Iteration 29Q: 3 clusters Score -3.004477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 235452 members 
Entering Unmasked Estep 
Score: -30044752.000000 Penalty: 6143.149414
	Iteration 30Q: 3 clusters Score -3.004475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 235477 members 
Entering Unmasked Estep 
Score: -30044748.000000 Penalty: 6143.149414
	Iteration 31Q: 3 clusters Score -3.004475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 235500 members 
Entering Unmasked Estep 
Score: -30044730.000000 Penalty: 6143.149414
	Iteration 32Q: 3 clusters Score -3.004473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 235520 members 
Entering Unmasked Estep 
Score: -30044768.000000 Penalty: 6143.149414
	Iteration 33Q: 3 clusters Score -3.004477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 235538 members 
Entering Unmasked Estep 
Score: -30044768.000000 Penalty: 6143.149414
	Iteration 34Q: 3 clusters Score -3.004477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 235552 members 
Entering Unmasked Estep 
Score: -30044800.000000 Penalty: 6143.149414
	Iteration 35Q: 3 clusters Score -3.00448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 235568 members 
Entering Unmasked Estep 
Score: -30044788.000000 Penalty: 6143.149414
	Iteration 36Q: 3 clusters Score -3.004479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 235584 members 
Entering Unmasked Estep 
Score: -30044776.000000 Penalty: 6143.149414
	Iteration 37Q: 3 clusters Score -3.004478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 235599 members 
Entering Unmasked Estep 
Score: -30044762.000000 Penalty: 6143.149414
	Iteration 38Q: 3 clusters Score -3.004476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 235613 members 
Entering Unmasked Estep 
Score: -30044770.000000 Penalty: 6143.149414
	Iteration 39Q: 3 clusters Score -3.004477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 235626 members 
Entering Unmasked Estep 
Score: -30044784.000000 Penalty: 6143.149414
	Iteration 40F: 3 clusters Score -3.004478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 235635 members 
Entering Unmasked Estep 
Score: -30044778.000000 Penalty: 6143.149414
	Iteration 41Q: 3 clusters Score -3.004478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 235640 members 
Entering Unmasked Estep 
Score: -30044770.000000 Penalty: 6143.149414
	Iteration 42Q: 3 clusters Score -3.004477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 235647 members 
Entering Unmasked Estep 
Score: -30044770.000000 Penalty: 6143.149414
	Iteration 43Q: 3 clusters Score -3.004477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 235655 members 
Entering Unmasked Estep 
Score: -30044756.000000 Penalty: 6143.149414
	Iteration 44Q: 3 clusters Score -3.004476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 235663 members 
Entering Unmasked Estep 
Score: -30044766.000000 Penalty: 6143.149414
	Iteration 45Q: 3 clusters Score -3.004477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 235668 members 
Entering Unmasked Estep 
Score: -30044760.000000 Penalty: 6143.149414
	Iteration 46Q: 3 clusters Score -3.004476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 235670 members 
Entering Unmasked Estep 
Score: -30044768.000000 Penalty: 6143.149414
	Iteration 47Q: 3 clusters Score -3.004477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 235673 members 
Entering Unmasked Estep 
Score: -30044774.000000 Penalty: 6143.149414
	Iteration 48Q: 3 clusters Score -3.004477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 235674 members 
Entering Unmasked Estep 
Score: -30044764.000000 Penalty: 6143.149414
	Iteration 49Q: 3 clusters Score -3.004476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 235677 members 
Entering Unmasked Estep 
Score: -30044752.000000 Penalty: 6143.149414
	Iteration 50Q: 3 clusters Score -3.004475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 235679 members 
Entering Unmasked Estep 
Score: -30044744.000000 Penalty: 6143.149414
	Iteration 51Q: 3 clusters Score -3.004474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 235680 members 
Entering Unmasked Estep 
Score: -30044746.000000 Penalty: 6143.149414
	Iteration 52Q: 3 clusters Score -3.004475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 235682 members 
Entering Unmasked Estep 
Score: -30044748.000000 Penalty: 6143.149414
	Iteration 53Q: 3 clusters Score -3.004475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 235685 members 
Entering Unmasked Estep 
Score: -30044750.000000 Penalty: 6143.149414
	Iteration 54Q: 3 clusters Score -3.004475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 235691 members 
Entering Unmasked Estep 
Score: -30044742.000000 Penalty: 6143.149414
	Iteration 55Q: 3 clusters Score -3.004474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 235699 members 
Entering Unmasked Estep 
Score: -30044736.000000 Penalty: 6143.149414
	Iteration 56Q: 3 clusters Score -3.004474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 235704 members 
Entering Unmasked Estep 
Score: -30044754.000000 Penalty: 6143.149414
	Iteration 57Q: 3 clusters Score -3.004475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 235711 members 
Entering Unmasked Estep 
Score: -30044736.000000 Penalty: 6143.149414
	Iteration 58Q: 3 clusters Score -3.004474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 235721 members 
Entering Unmasked Estep 
Score: -30044736.000000 Penalty: 6143.149414
	Iteration 59Q: 3 clusters Score -3.004474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 235729 members 
Entering Unmasked Estep 
Score: -30044722.000000 Penalty: 6143.149414
	Iteration 60F: 3 clusters Score -3.004472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 235739 members 
Entering Unmasked Estep 
Score: -30044698.000000 Penalty: 6143.149414
	Iteration 61Q: 3 clusters Score -3.00447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 235746 members 
Entering Unmasked Estep 
Score: -30044700.000000 Penalty: 6143.149414
	Iteration 62Q: 3 clusters Score -3.00447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 235753 members 
Entering Unmasked Estep 
Score: -30044706.000000 Penalty: 6143.149414
	Iteration 63Q: 3 clusters Score -3.004471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 235759 members 
Entering Unmasked Estep 
Score: -30044686.000000 Penalty: 6143.149414
	Iteration 64Q: 3 clusters Score -3.004469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 235764 members 
Entering Unmasked Estep 
Score: -30044698.000000 Penalty: 6143.149414
	Iteration 65Q: 3 clusters Score -3.00447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 235768 members 
Entering Unmasked Estep 
Score: -30044682.000000 Penalty: 6143.149414
	Iteration 66Q: 3 clusters Score -3.004468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 235774 members 
Entering Unmasked Estep 
Score: -30044676.000000 Penalty: 6143.149414
	Iteration 67Q: 3 clusters Score -3.004468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 235781 members 
Entering Unmasked Estep 
Score: -30044688.000000 Penalty: 6143.149414
	Iteration 68Q: 3 clusters Score -3.004469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 235787 members 
Entering Unmasked Estep 
Score: -30044686.000000 Penalty: 6143.149414
	Iteration 69Q: 3 clusters Score -3.004469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 235790 members 
Entering Unmasked Estep 
Score: -30044704.000000 Penalty: 6143.149414
	Iteration 70Q: 3 clusters Score -3.00447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 235792 members 
Entering Unmasked Estep 
Score: -30044700.000000 Penalty: 6143.149414
	Iteration 71Q: 3 clusters Score -3.00447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 235795 members 
Entering Unmasked Estep 
Score: -30044692.000000 Penalty: 6143.149414
	Iteration 72Q: 3 clusters Score -3.004469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 235798 members 
Entering Unmasked Estep 
Score: -30044704.000000 Penalty: 6143.149414
	Iteration 73Q: 3 clusters Score -3.00447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 235801 members 
Entering Unmasked Estep 
Score: -30044694.000000 Penalty: 6143.149414
	Iteration 74Q: 3 clusters Score -3.004469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 235801 members 
Entering Unmasked Estep 
Score: -30044694.000000 Penalty: 6143.149414
	Iteration 75F: 3 clusters Score -3.004469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132363 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42009 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27463 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27194 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67505 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14679 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8415 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27310 members 
Mstep: Class 58 contains 17098 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488752.000000 Penalty: 245151.562500
Iteration 239Q: 72 clusters Score -1.344888e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132365 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 42007 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27461 members 
Mstep: Class 18 contains 34836 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27199 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11755 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67501 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14677 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2756 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35090 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8414 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27312 members 
Mstep: Class 58 contains 17095 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 245151.562500
Iteration 240F: 72 clusters Score -1.344888e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132369 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 42010 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27457 members 
Mstep: Class 18 contains 34836 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27201 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67497 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35401 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14674 members 
Mstep: Class 41 contains 7528 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8413 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27320 members 
Mstep: Class 58 contains 17091 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488704.000000 Penalty: 245151.562500
Iteration 241Q: 72 clusters Score -1.344887e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132367 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11922 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27455 members 
Mstep: Class 18 contains 34837 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 66353 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27201 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11759 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67494 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7529 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8412 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27327 members 
Mstep: Class 58 contains 17087 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488688.000000 Penalty: 245151.562500
Iteration 242Q: 72 clusters Score -1.344887e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132369 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 50797 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27452 members 
Mstep: Class 18 contains 34838 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9392 members 
Mstep: Class 22 contains 66351 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27202 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67486 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3429 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27338 members 
Mstep: Class 58 contains 17085 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488736.000000 Penalty: 245151.562500
Iteration 243Q: 72 clusters Score -1.344887e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132369 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 50797 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9230 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27452 members 
Mstep: Class 18 contains 34839 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12333 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27203 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67478 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3429 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5504 members 
Mstep: Class 40 contains 14669 members 
Mstep: Class 41 contains 7530 members 
Mstep: Class 42 contains 7192 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27352 members 
Mstep: Class 58 contains 17082 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488832.000000 Penalty: 245151.562500
Iteration 244Q: 72 clusters Score -1.344888e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132370 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9953 members 
Mstep: Class 7 contains 50796 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27452 members 
Mstep: Class 18 contains 34840 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27203 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11763 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67469 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35398 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14669 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27367 members 
Mstep: Class 58 contains 17081 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488784.000000 Penalty: 245151.562500
Iteration 245Q: 72 clusters Score -1.344888e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132371 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 42015 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 34840 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27208 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67462 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35398 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3427 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14668 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7190 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27375 members 
Mstep: Class 58 contains 17080 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488880.000000 Penalty: 245151.562500
Iteration 246Q: 72 clusters Score -1.344889e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132371 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11939 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27452 members 
Mstep: Class 18 contains 34838 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27204 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67453 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35399 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3427 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14669 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27381 members 
Mstep: Class 58 contains 17083 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488864.000000 Penalty: 245151.562500
Iteration 247Q: 72 clusters Score -1.344889e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132370 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 50796 members 
Mstep: Class 8 contains 42015 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 34836 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27203 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67446 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35395 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3427 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27393 members 
Mstep: Class 58 contains 17084 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 245151.562500
Iteration 248Q: 72 clusters Score -1.344889e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11947 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34834 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12339 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27204 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67439 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35395 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3428 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27398 members 
Mstep: Class 58 contains 17087 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 249Q: 72 clusters Score -1.344889e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9923 members 
Mstep: Class 7 contains 50793 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11949 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34833 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66351 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27206 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67437 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35395 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3429 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27400 members 
Mstep: Class 58 contains 17088 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 250Q: 72 clusters Score -1.344889e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9919 members 
Mstep: Class 7 contains 50792 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66351 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27206 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67432 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35395 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27406 members 
Mstep: Class 58 contains 17088 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488960.000000 Penalty: 245151.562500
Iteration 251Q: 72 clusters Score -1.34489e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 50792 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66351 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27208 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67429 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35394 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27410 members 
Mstep: Class 58 contains 17085 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488960.000000 Penalty: 245151.562500
Iteration 252Q: 72 clusters Score -1.34489e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 50791 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27211 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67429 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35394 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27412 members 
Mstep: Class 58 contains 17082 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488928.000000 Penalty: 245151.562500
Iteration 253Q: 72 clusters Score -1.344889e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132373 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 50790 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11961 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27210 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67429 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35394 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27413 members 
Mstep: Class 58 contains 17079 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488960.000000 Penalty: 245151.562500
Iteration 254Q: 72 clusters Score -1.34489e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132374 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9905 members 
Mstep: Class 7 contains 50789 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11965 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27210 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67429 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35393 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27415 members 
Mstep: Class 58 contains 17079 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 255Q: 72 clusters Score -1.34489e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132374 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 50789 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27209 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67429 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27417 members 
Mstep: Class 58 contains 17078 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488992.000000 Penalty: 245151.562500
Iteration 256Q: 72 clusters Score -1.34489e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132374 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 50790 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12337 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27208 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67426 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27424 members 
Mstep: Class 58 contains 17075 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488992.000000 Penalty: 245151.562500
Iteration 257Q: 72 clusters Score -1.34489e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132374 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 50791 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27207 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67425 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12226 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27432 members 
Mstep: Class 58 contains 17070 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 245151.562500
Iteration 258Q: 72 clusters Score -1.344889e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 132375 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 50791 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27450 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27205 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67421 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27440 members 
Mstep: Class 58 contains 17069 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 259Q: 72 clusters Score -1.344889e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 7 contains 50790 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27203 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67415 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27457 members 
Mstep: Class 58 contains 17068 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488928.000000 Penalty: 245151.562500
Iteration 260F: 72 clusters Score -1.344889e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 50790 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34831 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27201 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67413 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27462 members 
Mstep: Class 58 contains 17069 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 245151.562500
Iteration 261Q: 72 clusters Score -1.344889e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27198 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67410 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27473 members 
Mstep: Class 58 contains 17068 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 245151.562500
Iteration 262Q: 72 clusters Score -1.344889e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27449 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67407 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27479 members 
Mstep: Class 58 contains 17068 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 263Q: 72 clusters Score -1.344889e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27448 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67403 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27485 members 
Mstep: Class 58 contains 17068 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 264Q: 72 clusters Score -1.344889e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27195 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67402 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27488 members 
Mstep: Class 58 contains 17068 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 245151.562500
Iteration 265Q: 72 clusters Score -1.344889e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27195 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67401 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27492 members 
Mstep: Class 58 contains 17066 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488960.000000 Penalty: 245151.562500
Iteration 266Q: 72 clusters Score -1.34489e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67399 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27495 members 
Mstep: Class 58 contains 17065 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 267Q: 72 clusters Score -1.34489e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42014 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67397 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27498 members 
Mstep: Class 58 contains 17064 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488992.000000 Penalty: 245151.562500
Iteration 268Q: 72 clusters Score -1.34489e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 25572 members 
Mstep: Class 3 contains 132375 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67395 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17064 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 269Q: 72 clusters Score -1.34489e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25572 members 
Mstep: Class 3 contains 132375 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66350 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14671 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27504 members 
Mstep: Class 58 contains 17064 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488944.000000 Penalty: 245151.562500
Iteration 270Q: 72 clusters Score -1.344889e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66349 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27503 members 
Mstep: Class 58 contains 17064 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 271Q: 72 clusters Score -1.34489e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9233 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17064 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488992.000000 Penalty: 245151.562500
Iteration 272Q: 72 clusters Score -1.34489e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 273Q: 72 clusters Score -1.34489e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488976.000000 Penalty: 245151.562500
Iteration 274F: 72 clusters Score -1.34489e+08 nChanged 0
Entering ConstructFrom: 
Score: -134488976.000000 Penalty: 245151.562500
Entering ConstructFrom: 
Trying to split cluster 1 (10723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Entering Unmasked Estep 
Score: -1338424.250000 Penalty: 2301.476318
	Iteration 0F: 2 clusters Score -1338424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1330289.750000 Penalty: 4602.952637
	Iteration 0F: 3 clusters Score -1330290 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1332636.625000 Penalty: 4602.952637
	Iteration 1F: 3 clusters Score -1332637 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1332944.750000 Penalty: 4602.952637
	Iteration 2F: 3 clusters Score -1332945 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1333146.625000 Penalty: 4602.952637
	Iteration 3Q: 3 clusters Score -1333147 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1333290.625000 Penalty: 4602.952637
	Iteration 4Q: 3 clusters Score -1333291 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1333427.375000 Penalty: 4602.952637
	Iteration 5Q: 3 clusters Score -1333427 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1333519.125000 Penalty: 4602.952637
	Iteration 6Q: 3 clusters Score -1333519 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1333603.500000 Penalty: 4602.952637
	Iteration 7Q: 3 clusters Score -1333604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1333689.625000 Penalty: 4602.952637
	Iteration 8Q: 3 clusters Score -1333690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1333769.500000 Penalty: 4602.952637
	Iteration 9Q: 3 clusters Score -1333770 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1333853.500000 Penalty: 4602.952637
	Iteration 10Q: 3 clusters Score -1333854 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1333931.750000 Penalty: 4602.952637
	Iteration 11Q: 3 clusters Score -1333932 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1333996.625000 Penalty: 4602.952637
	Iteration 12Q: 3 clusters Score -1333997 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1334069.000000 Penalty: 4602.952637
	Iteration 13Q: 3 clusters Score -1334069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1334154.000000 Penalty: 4602.952637
	Iteration 14Q: 3 clusters Score -1334154 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1334238.500000 Penalty: 4602.952637
	Iteration 15Q: 3 clusters Score -1334238 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1334334.250000 Penalty: 4602.952637
	Iteration 16Q: 3 clusters Score -1334334 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1334431.875000 Penalty: 4602.952637
	Iteration 17Q: 3 clusters Score -1334432 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1334539.875000 Penalty: 4602.952637
	Iteration 18Q: 3 clusters Score -1334540 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1334667.875000 Penalty: 4602.952637
	Iteration 19Q: 3 clusters Score -1334668 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1334803.500000 Penalty: 4602.952637
	Iteration 20F: 3 clusters Score -1334804 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1334957.250000 Penalty: 4602.952637
	Iteration 21Q: 3 clusters Score -1334957 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1335122.500000 Penalty: 4602.952637
	Iteration 22Q: 3 clusters Score -1335122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1335301.250000 Penalty: 4602.952637
	Iteration 23Q: 3 clusters Score -1335301 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1335458.500000 Penalty: 4602.952637
	Iteration 24Q: 3 clusters Score -1335458 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1335607.250000 Penalty: 4602.952637
	Iteration 25Q: 3 clusters Score -1335607 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1335740.750000 Penalty: 4602.952637
	Iteration 26Q: 3 clusters Score -1335741 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1335851.000000 Penalty: 4602.952637
	Iteration 27Q: 3 clusters Score -1335851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1335923.750000 Penalty: 4602.952637
	Iteration 28Q: 3 clusters Score -1335924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1335997.875000 Penalty: 4602.952637
	Iteration 29Q: 3 clusters Score -1335998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1336065.375000 Penalty: 4602.952637
	Iteration 30Q: 3 clusters Score -1336065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1336143.625000 Penalty: 4602.952637
	Iteration 31Q: 3 clusters Score -1336144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1336208.750000 Penalty: 4602.952637
	Iteration 32Q: 3 clusters Score -1336209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1336244.000000 Penalty: 4602.952637
	Iteration 33Q: 3 clusters Score -1336244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1336278.500000 Penalty: 4602.952637
	Iteration 34Q: 3 clusters Score -1336278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1336305.750000 Penalty: 4602.952637
	Iteration 35Q: 3 clusters Score -1336306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1336328.500000 Penalty: 4602.952637
	Iteration 36Q: 3 clusters Score -1336328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1336346.375000 Penalty: 4602.952637
	Iteration 37Q: 3 clusters Score -1336346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1336353.875000 Penalty: 4602.952637
	Iteration 38Q: 3 clusters Score -1336354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1336362.750000 Penalty: 4602.952637
	Iteration 39Q: 3 clusters Score -1336363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1336372.125000 Penalty: 4602.952637
	Iteration 40F: 3 clusters Score -1336372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1336379.375000 Penalty: 4602.952637
	Iteration 41Q: 3 clusters Score -1336379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1336387.750000 Penalty: 4602.952637
	Iteration 42Q: 3 clusters Score -1336388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1336389.875000 Penalty: 4602.952637
	Iteration 43Q: 3 clusters Score -1336390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1336392.875000 Penalty: 4602.952637
	Iteration 44Q: 3 clusters Score -1336393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1336397.000000 Penalty: 4602.952637
	Iteration 45Q: 3 clusters Score -1336397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1336400.000000 Penalty: 4602.952637
	Iteration 46Q: 3 clusters Score -1336400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1336406.875000 Penalty: 4602.952637
	Iteration 47Q: 3 clusters Score -1336407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1336410.750000 Penalty: 4602.952637
	Iteration 48Q: 3 clusters Score -1336411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1336412.375000 Penalty: 4602.952637
	Iteration 49Q: 3 clusters Score -1336412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1336413.000000 Penalty: 4602.952637
	Iteration 50Q: 3 clusters Score -1336413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1336411.625000 Penalty: 4602.952637
	Iteration 51Q: 3 clusters Score -1336412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1336414.500000 Penalty: 4602.952637
	Iteration 52Q: 3 clusters Score -1336414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1336415.750000 Penalty: 4602.952637
	Iteration 53Q: 3 clusters Score -1336416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1336417.125000 Penalty: 4602.952637
	Iteration 54Q: 3 clusters Score -1336417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1336417.125000 Penalty: 4602.952637
	Iteration 55F: 3 clusters Score -1336417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Entering Unmasked Estep 
Score: -3143429.250000 Penalty: 2517.024414
	Iteration 0F: 2 clusters Score -3143429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3125739.750000 Penalty: 5034.048828
	Iteration 0F: 3 clusters Score -3125740 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3132088.000000 Penalty: 5034.048828
	Iteration 1F: 3 clusters Score -3132088 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3132695.000000 Penalty: 5034.048828
	Iteration 2F: 3 clusters Score -3132695 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3133371.000000 Penalty: 5034.048828
	Iteration 3F: 3 clusters Score -3133371 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3134084.750000 Penalty: 5034.048828
	Iteration 4F: 3 clusters Score -3134085 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3134673.000000 Penalty: 5034.048828
	Iteration 5Q: 3 clusters Score -3134673 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3135183.000000 Penalty: 5034.048828
	Iteration 6Q: 3 clusters Score -3135183 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3135645.000000 Penalty: 5034.048828
	Iteration 7Q: 3 clusters Score -3135645 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3136089.500000 Penalty: 5034.048828
	Iteration 8Q: 3 clusters Score -3136090 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3136511.000000 Penalty: 5034.048828
	Iteration 9Q: 3 clusters Score -3136511 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3136962.500000 Penalty: 5034.048828
	Iteration 10Q: 3 clusters Score -3136962 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3137443.250000 Penalty: 5034.048828
	Iteration 11Q: 3 clusters Score -3137443 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3137849.000000 Penalty: 5034.048828
	Iteration 12Q: 3 clusters Score -3137849 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3138234.000000 Penalty: 5034.048828
	Iteration 13Q: 3 clusters Score -3138234 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3138592.250000 Penalty: 5034.048828
	Iteration 14Q: 3 clusters Score -3138592 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3138953.250000 Penalty: 5034.048828
	Iteration 15Q: 3 clusters Score -3138953 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3139305.000000 Penalty: 5034.048828
	Iteration 16Q: 3 clusters Score -3139305 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3139632.500000 Penalty: 5034.048828
	Iteration 17Q: 3 clusters Score -3139632 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3139914.000000 Penalty: 5034.048828
	Iteration 18Q: 3 clusters Score -3139914 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3140161.500000 Penalty: 5034.048828
	Iteration 19Q: 3 clusters Score -3140162 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3140384.500000 Penalty: 5034.048828
	Iteration 20F: 3 clusters Score -3140384 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3140583.500000 Penalty: 5034.048828
	Iteration 21Q: 3 clusters Score -3140584 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3140763.250000 Penalty: 5034.048828
	Iteration 22Q: 3 clusters Score -3140763 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3140940.000000 Penalty: 5034.048828
	Iteration 23Q: 3 clusters Score -3140940 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3141153.000000 Penalty: 5034.048828
	Iteration 24Q: 3 clusters Score -3141153 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3141369.250000 Penalty: 5034.048828
	Iteration 25Q: 3 clusters Score -3141369 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3141568.500000 Penalty: 5034.048828
	Iteration 26Q: 3 clusters Score -3141568 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3141783.250000 Penalty: 5034.048828
	Iteration 27Q: 3 clusters Score -3141783 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3141931.000000 Penalty: 5034.048828
	Iteration 28Q: 3 clusters Score -3141931 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3142079.250000 Penalty: 5034.048828
	Iteration 29Q: 3 clusters Score -3142079 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3142185.750000 Penalty: 5034.048828
	Iteration 30Q: 3 clusters Score -3142186 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3142296.000000 Penalty: 5034.048828
	Iteration 31Q: 3 clusters Score -3142296 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3142346.000000 Penalty: 5034.048828
	Iteration 32Q: 3 clusters Score -3142346 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3142408.750000 Penalty: 5034.048828
	Iteration 33Q: 3 clusters Score -3142409 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3142460.000000 Penalty: 5034.048828
	Iteration 34Q: 3 clusters Score -3142460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3142499.000000 Penalty: 5034.048828
	Iteration 35Q: 3 clusters Score -3142499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3142535.750000 Penalty: 5034.048828
	Iteration 36Q: 3 clusters Score -3142536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3142559.750000 Penalty: 5034.048828
	Iteration 37Q: 3 clusters Score -3142560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3142598.500000 Penalty: 5034.048828
	Iteration 38Q: 3 clusters Score -3142598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3142617.000000 Penalty: 5034.048828
	Iteration 39Q: 3 clusters Score -3142617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3142647.500000 Penalty: 5034.048828
	Iteration 40F: 3 clusters Score -3142648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3142656.750000 Penalty: 5034.048828
	Iteration 41Q: 3 clusters Score -3142657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3142674.250000 Penalty: 5034.048828
	Iteration 42Q: 3 clusters Score -3142674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3142670.000000 Penalty: 5034.048828
	Iteration 43Q: 3 clusters Score -3142670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3142675.250000 Penalty: 5034.048828
	Iteration 44Q: 3 clusters Score -3142675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3142694.000000 Penalty: 5034.048828
	Iteration 45Q: 3 clusters Score -3142694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3142692.500000 Penalty: 5034.048828
	Iteration 46Q: 3 clusters Score -3142692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3142699.000000 Penalty: 5034.048828
	Iteration 47Q: 3 clusters Score -3142699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3142714.750000 Penalty: 5034.048828
	Iteration 48Q: 3 clusters Score -3142715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3142717.000000 Penalty: 5034.048828
	Iteration 49Q: 3 clusters Score -3142717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3142717.250000 Penalty: 5034.048828
	Iteration 50Q: 3 clusters Score -3142717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3142716.750000 Penalty: 5034.048828
	Iteration 51Q: 3 clusters Score -3142717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3142715.750000 Penalty: 5034.048828
	Iteration 52Q: 3 clusters Score -3142716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3142726.750000 Penalty: 5034.048828
	Iteration 53Q: 3 clusters Score -3142727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3142726.500000 Penalty: 5034.048828
	Iteration 54Q: 3 clusters Score -3142726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3142723.500000 Penalty: 5034.048828
	Iteration 55Q: 3 clusters Score -3142724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3142722.000000 Penalty: 5034.048828
	Iteration 56Q: 3 clusters Score -3142722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3142723.750000 Penalty: 5034.048828
	Iteration 57Q: 3 clusters Score -3142724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3142720.250000 Penalty: 5034.048828
	Iteration 58Q: 3 clusters Score -3142720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3142722.500000 Penalty: 5034.048828
	Iteration 59Q: 3 clusters Score -3142722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3142722.500000 Penalty: 5034.048828
	Iteration 60F: 3 clusters Score -3142722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Entering Unmasked Estep 
Score: -16548142.000000 Penalty: 2924.763672
	Iteration 0F: 2 clusters Score -1.654814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -16459762.000000 Penalty: 5849.527344
	Iteration 0F: 3 clusters Score -1.645976e+07 nChanged 63128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -16496105.000000 Penalty: 5849.527344
	Iteration 1F: 3 clusters Score -1.64961e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -16496968.000000 Penalty: 5849.527344
	Iteration 2Q: 3 clusters Score -1.649697e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -16497978.000000 Penalty: 5849.527344
	Iteration 3Q: 3 clusters Score -1.649798e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -16499446.000000 Penalty: 5849.527344
	Iteration 4Q: 3 clusters Score -1.649945e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -16501946.000000 Penalty: 5849.527344
	Iteration 5Q: 3 clusters Score -1.650195e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -16506040.000000 Penalty: 5849.527344
	Iteration 6F: 3 clusters Score -1.650604e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -16512634.000000 Penalty: 5849.527344
	Iteration 7F: 3 clusters Score -1.651263e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -16521486.000000 Penalty: 5849.527344
	Iteration 8F: 3 clusters Score -1.652149e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -16530623.000000 Penalty: 5849.527344
	Iteration 9F: 3 clusters Score -1.653062e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -16538238.000000 Penalty: 5849.527344
	Iteration 10F: 3 clusters Score -1.653824e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -16542761.000000 Penalty: 5849.527344
	Iteration 11Q: 3 clusters Score -1.654276e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -16544593.000000 Penalty: 5849.527344
	Iteration 12Q: 3 clusters Score -1.654459e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 131485 members 
Entering Unmasked Estep 
Score: -16545091.000000 Penalty: 5849.527344
	Iteration 13Q: 3 clusters Score -1.654509e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -16545434.000000 Penalty: 5849.527344
	Iteration 14Q: 3 clusters Score -1.654543e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -16545567.000000 Penalty: 5849.527344
	Iteration 15Q: 3 clusters Score -1.654557e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -16545632.000000 Penalty: 5849.527344
	Iteration 16Q: 3 clusters Score -1.654563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -16545696.000000 Penalty: 5849.527344
	Iteration 17Q: 3 clusters Score -1.65457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -16545721.000000 Penalty: 5849.527344
	Iteration 18Q: 3 clusters Score -1.654572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -16545751.000000 Penalty: 5849.527344
	Iteration 19Q: 3 clusters Score -1.654575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -16545771.000000 Penalty: 5849.527344
	Iteration 20F: 3 clusters Score -1.654577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 131866 members 
Entering Unmasked Estep 
Score: -16545789.000000 Penalty: 5849.527344
	Iteration 21Q: 3 clusters Score -1.654579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -16545818.000000 Penalty: 5849.527344
	Iteration 22Q: 3 clusters Score -1.654582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -16545817.000000 Penalty: 5849.527344
	Iteration 23Q: 3 clusters Score -1.654582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -16545809.000000 Penalty: 5849.527344
	Iteration 24Q: 3 clusters Score -1.654581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -16545820.000000 Penalty: 5849.527344
	Iteration 25Q: 3 clusters Score -1.654582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 131886 members 
Entering Unmasked Estep 
Score: -16545838.000000 Penalty: 5849.527344
	Iteration 26Q: 3 clusters Score -1.654584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -16545846.000000 Penalty: 5849.527344
	Iteration 27Q: 3 clusters Score -1.654585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -16545841.000000 Penalty: 5849.527344
	Iteration 28Q: 3 clusters Score -1.654584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -16545834.000000 Penalty: 5849.527344
	Iteration 29Q: 3 clusters Score -1.654583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -16545852.000000 Penalty: 5849.527344
	Iteration 30Q: 3 clusters Score -1.654585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -16545865.000000 Penalty: 5849.527344
	Iteration 31Q: 3 clusters Score -1.654586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -16545868.000000 Penalty: 5849.527344
	Iteration 32Q: 3 clusters Score -1.654587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -16545867.000000 Penalty: 5849.527344
	Iteration 33Q: 3 clusters Score -1.654587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 131893 members 
Entering Unmasked Estep 
Score: -16545873.000000 Penalty: 5849.527344
	Iteration 34Q: 3 clusters Score -1.654587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 131894 members 
Entering Unmasked Estep 
Score: -16545870.000000 Penalty: 5849.527344
	Iteration 35Q: 3 clusters Score -1.654587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -16545886.000000 Penalty: 5849.527344
	Iteration 36Q: 3 clusters Score -1.654589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -16545881.000000 Penalty: 5849.527344
	Iteration 37Q: 3 clusters Score -1.654588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 131898 members 
Entering Unmasked Estep 
Score: -16545873.000000 Penalty: 5849.527344
	Iteration 38Q: 3 clusters Score -1.654587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -16545882.000000 Penalty: 5849.527344
	Iteration 39Q: 3 clusters Score -1.654588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -16545882.000000 Penalty: 5849.527344
	Iteration 40F: 3 clusters Score -1.654588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -1130195.000000 Penalty: 2287.881104
	Iteration 0F: 2 clusters Score -1130195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1122425.500000 Penalty: 4575.762207
	Iteration 0F: 3 clusters Score -1122426 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1124920.000000 Penalty: 4575.762207
	Iteration 1F: 3 clusters Score -1124920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1125352.625000 Penalty: 4575.762207
	Iteration 2F: 3 clusters Score -1125353 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1125705.250000 Penalty: 4575.762207
	Iteration 3F: 3 clusters Score -1125705 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1126018.625000 Penalty: 4575.762207
	Iteration 4F: 3 clusters Score -1126019 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1126273.625000 Penalty: 4575.762207
	Iteration 5Q: 3 clusters Score -1126274 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1126543.000000 Penalty: 4575.762207
	Iteration 6Q: 3 clusters Score -1126543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1126783.000000 Penalty: 4575.762207
	Iteration 7Q: 3 clusters Score -1126783 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1126998.625000 Penalty: 4575.762207
	Iteration 8Q: 3 clusters Score -1126999 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1127208.000000 Penalty: 4575.762207
	Iteration 9Q: 3 clusters Score -1127208 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1127419.500000 Penalty: 4575.762207
	Iteration 10Q: 3 clusters Score -1127420 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1127601.000000 Penalty: 4575.762207
	Iteration 11Q: 3 clusters Score -1127601 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1127754.375000 Penalty: 4575.762207
	Iteration 12Q: 3 clusters Score -1127754 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1127898.125000 Penalty: 4575.762207
	Iteration 13Q: 3 clusters Score -1127898 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1128030.500000 Penalty: 4575.762207
	Iteration 14Q: 3 clusters Score -1128030 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1128146.875000 Penalty: 4575.762207
	Iteration 15Q: 3 clusters Score -1128147 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1128227.250000 Penalty: 4575.762207
	Iteration 16Q: 3 clusters Score -1128227 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1128290.375000 Penalty: 4575.762207
	Iteration 17Q: 3 clusters Score -1128290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1128349.500000 Penalty: 4575.762207
	Iteration 18Q: 3 clusters Score -1128350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1128391.875000 Penalty: 4575.762207
	Iteration 19Q: 3 clusters Score -1128392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1128429.500000 Penalty: 4575.762207
	Iteration 20F: 3 clusters Score -1128430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1128460.875000 Penalty: 4575.762207
	Iteration 21Q: 3 clusters Score -1128461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1128478.625000 Penalty: 4575.762207
	Iteration 22Q: 3 clusters Score -1128479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1128496.875000 Penalty: 4575.762207
	Iteration 23Q: 3 clusters Score -1128497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1128506.750000 Penalty: 4575.762207
	Iteration 24Q: 3 clusters Score -1128507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1128524.000000 Penalty: 4575.762207
	Iteration 25Q: 3 clusters Score -1128524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1128536.750000 Penalty: 4575.762207
	Iteration 26Q: 3 clusters Score -1128537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1128559.125000 Penalty: 4575.762207
	Iteration 27Q: 3 clusters Score -1128559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1128579.250000 Penalty: 4575.762207
	Iteration 28Q: 3 clusters Score -1128579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1128600.625000 Penalty: 4575.762207
	Iteration 29Q: 3 clusters Score -1128601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1128623.000000 Penalty: 4575.762207
	Iteration 30Q: 3 clusters Score -1128623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1128643.875000 Penalty: 4575.762207
	Iteration 31Q: 3 clusters Score -1128644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1128670.625000 Penalty: 4575.762207
	Iteration 32Q: 3 clusters Score -1128671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1128693.000000 Penalty: 4575.762207
	Iteration 33Q: 3 clusters Score -1128693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1128715.375000 Penalty: 4575.762207
	Iteration 34Q: 3 clusters Score -1128715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1128733.000000 Penalty: 4575.762207
	Iteration 35Q: 3 clusters Score -1128733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1128748.750000 Penalty: 4575.762207
	Iteration 36Q: 3 clusters Score -1128749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1128756.875000 Penalty: 4575.762207
	Iteration 37Q: 3 clusters Score -1128757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1128767.250000 Penalty: 4575.762207
	Iteration 38Q: 3 clusters Score -1128767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1128775.125000 Penalty: 4575.762207
	Iteration 39Q: 3 clusters Score -1128775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1128779.000000 Penalty: 4575.762207
	Iteration 40F: 3 clusters Score -1128779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1128785.125000 Penalty: 4575.762207
	Iteration 41Q: 3 clusters Score -1128785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1128783.750000 Penalty: 4575.762207
	Iteration 42Q: 3 clusters Score -1128784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1128785.875000 Penalty: 4575.762207
	Iteration 43Q: 3 clusters Score -1128786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1128786.125000 Penalty: 4575.762207
	Iteration 44Q: 3 clusters Score -1128786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1128788.375000 Penalty: 4575.762207
	Iteration 45Q: 3 clusters Score -1128788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1128788.375000 Penalty: 4575.762207
	Iteration 46F: 3 clusters Score -1128788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -628753.687500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -628753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -624159.562500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -624159.6 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -625291.125000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -625291.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -625583.687500 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -625583.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -625850.437500 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -625850.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -626132.625000 Penalty: 4248.538574
	Iteration 4F: 3 clusters Score -626132.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -626415.187500 Penalty: 4248.538574
	Iteration 5F: 3 clusters Score -626415.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -626678.000000 Penalty: 4248.538574
	Iteration 6F: 3 clusters Score -626678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -626875.187500 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -626875.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -627027.625000 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -627027.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -627149.000000 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -627149 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -627239.125000 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -627239.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -627311.500000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -627311.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -627369.062500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -627369.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -627412.437500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -627412.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -627440.562500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -627440.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -627467.625000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -627467.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -627494.875000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -627494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -627514.500000 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -627514.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -627528.625000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -627528.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -627546.000000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -627546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -627557.125000 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -627557.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -627569.937500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -627569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -627582.375000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -627582.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -627590.625000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -627590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -627596.562500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -627596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -627602.937500 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -627602.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -627605.937500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -627605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -627609.187500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -627609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -627609.812500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -627609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -627609.000000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -627609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -627609.000000 Penalty: 4248.538574
	Iteration 30F: 3 clusters Score -627609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Entering Unmasked Estep 
Score: -1199203.250000 Penalty: 2280.466553
	Iteration 0F: 2 clusters Score -1199203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1191630.125000 Penalty: 4560.933105
	Iteration 0F: 3 clusters Score -1191630 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1193800.375000 Penalty: 4560.933105
	Iteration 1F: 3 clusters Score -1193800 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1194088.000000 Penalty: 4560.933105
	Iteration 2F: 3 clusters Score -1194088 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1194312.125000 Penalty: 4560.933105
	Iteration 3F: 3 clusters Score -1194312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1194496.375000 Penalty: 4560.933105
	Iteration 4Q: 3 clusters Score -1194496 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1194685.375000 Penalty: 4560.933105
	Iteration 5Q: 3 clusters Score -1194685 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1194864.875000 Penalty: 4560.933105
	Iteration 6Q: 3 clusters Score -1194865 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1195066.125000 Penalty: 4560.933105
	Iteration 7Q: 3 clusters Score -1195066 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1195296.875000 Penalty: 4560.933105
	Iteration 8Q: 3 clusters Score -1195297 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1195543.750000 Penalty: 4560.933105
	Iteration 9Q: 3 clusters Score -1195544 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1195789.875000 Penalty: 4560.933105
	Iteration 10Q: 3 clusters Score -1195790 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1196029.000000 Penalty: 4560.933105
	Iteration 11Q: 3 clusters Score -1196029 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1196240.250000 Penalty: 4560.933105
	Iteration 12Q: 3 clusters Score -1196240 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1196443.500000 Penalty: 4560.933105
	Iteration 13Q: 3 clusters Score -1196444 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1196615.125000 Penalty: 4560.933105
	Iteration 14Q: 3 clusters Score -1196615 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1196748.750000 Penalty: 4560.933105
	Iteration 15Q: 3 clusters Score -1196749 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1196850.125000 Penalty: 4560.933105
	Iteration 16Q: 3 clusters Score -1196850 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1196928.375000 Penalty: 4560.933105
	Iteration 17Q: 3 clusters Score -1196928 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1197002.125000 Penalty: 4560.933105
	Iteration 18Q: 3 clusters Score -1197002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1197072.375000 Penalty: 4560.933105
	Iteration 19Q: 3 clusters Score -1197072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1197122.875000 Penalty: 4560.933105
	Iteration 20F: 3 clusters Score -1197123 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1197164.500000 Penalty: 4560.933105
	Iteration 21Q: 3 clusters Score -1197164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1197200.875000 Penalty: 4560.933105
	Iteration 22Q: 3 clusters Score -1197201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1197226.500000 Penalty: 4560.933105
	Iteration 23Q: 3 clusters Score -1197226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1197253.750000 Penalty: 4560.933105
	Iteration 24Q: 3 clusters Score -1197254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1197275.625000 Penalty: 4560.933105
	Iteration 25Q: 3 clusters Score -1197276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1197292.500000 Penalty: 4560.933105
	Iteration 26Q: 3 clusters Score -1197292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1197309.625000 Penalty: 4560.933105
	Iteration 27Q: 3 clusters Score -1197310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1197324.250000 Penalty: 4560.933105
	Iteration 28Q: 3 clusters Score -1197324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1197339.750000 Penalty: 4560.933105
	Iteration 29Q: 3 clusters Score -1197340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1197352.000000 Penalty: 4560.933105
	Iteration 30Q: 3 clusters Score -1197352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1197360.625000 Penalty: 4560.933105
	Iteration 31Q: 3 clusters Score -1197361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1197366.125000 Penalty: 4560.933105
	Iteration 32Q: 3 clusters Score -1197366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1197376.375000 Penalty: 4560.933105
	Iteration 33Q: 3 clusters Score -1197376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1197381.750000 Penalty: 4560.933105
	Iteration 34Q: 3 clusters Score -1197382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1197392.125000 Penalty: 4560.933105
	Iteration 35Q: 3 clusters Score -1197392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1197402.625000 Penalty: 4560.933105
	Iteration 36Q: 3 clusters Score -1197403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1197413.500000 Penalty: 4560.933105
	Iteration 37Q: 3 clusters Score -1197414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1197427.000000 Penalty: 4560.933105
	Iteration 38Q: 3 clusters Score -1197427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1197430.625000 Penalty: 4560.933105
	Iteration 39Q: 3 clusters Score -1197431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1197439.250000 Penalty: 4560.933105
	Iteration 40F: 3 clusters Score -1197439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1197450.375000 Penalty: 4560.933105
	Iteration 41Q: 3 clusters Score -1197450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1197458.250000 Penalty: 4560.933105
	Iteration 42Q: 3 clusters Score -1197458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1197461.000000 Penalty: 4560.933105
	Iteration 43Q: 3 clusters Score -1197461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1197462.375000 Penalty: 4560.933105
	Iteration 44Q: 3 clusters Score -1197462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1197469.375000 Penalty: 4560.933105
	Iteration 45Q: 3 clusters Score -1197469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1197468.875000 Penalty: 4560.933105
	Iteration 46Q: 3 clusters Score -1197469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1197470.375000 Penalty: 4560.933105
	Iteration 47Q: 3 clusters Score -1197470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1197477.750000 Penalty: 4560.933105
	Iteration 48Q: 3 clusters Score -1197478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1197481.500000 Penalty: 4560.933105
	Iteration 49Q: 3 clusters Score -1197482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1197487.125000 Penalty: 4560.933105
	Iteration 50Q: 3 clusters Score -1197487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1197488.625000 Penalty: 4560.933105
	Iteration 51Q: 3 clusters Score -1197489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1197491.375000 Penalty: 4560.933105
	Iteration 52Q: 3 clusters Score -1197491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1197491.250000 Penalty: 4560.933105
	Iteration 53Q: 3 clusters Score -1197491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1197492.375000 Penalty: 4560.933105
	Iteration 54Q: 3 clusters Score -1197492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1197494.625000 Penalty: 4560.933105
	Iteration 55Q: 3 clusters Score -1197495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1197500.750000 Penalty: 4560.933105
	Iteration 56Q: 3 clusters Score -1197501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1197498.875000 Penalty: 4560.933105
	Iteration 57Q: 3 clusters Score -1197499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1197502.500000 Penalty: 4560.933105
	Iteration 58Q: 3 clusters Score -1197502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1197501.750000 Penalty: 4560.933105
	Iteration 59Q: 3 clusters Score -1197502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1197504.750000 Penalty: 4560.933105
	Iteration 60F: 3 clusters Score -1197505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1197508.250000 Penalty: 4560.933105
	Iteration 61Q: 3 clusters Score -1197508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1197511.875000 Penalty: 4560.933105
	Iteration 62Q: 3 clusters Score -1197512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1197509.125000 Penalty: 4560.933105
	Iteration 63Q: 3 clusters Score -1197509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1197508.250000 Penalty: 4560.933105
	Iteration 64Q: 3 clusters Score -1197508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1197513.125000 Penalty: 4560.933105
	Iteration 65Q: 3 clusters Score -1197513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1197516.750000 Penalty: 4560.933105
	Iteration 66Q: 3 clusters Score -1197517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1197515.000000 Penalty: 4560.933105
	Iteration 67Q: 3 clusters Score -1197515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1197519.000000 Penalty: 4560.933105
	Iteration 68Q: 3 clusters Score -1197519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1197519.625000 Penalty: 4560.933105
	Iteration 69Q: 3 clusters Score -1197520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1197519.875000 Penalty: 4560.933105
	Iteration 70Q: 3 clusters Score -1197520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1197519.750000 Penalty: 4560.933105
	Iteration 71Q: 3 clusters Score -1197520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1197522.250000 Penalty: 4560.933105
	Iteration 72Q: 3 clusters Score -1197522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1197522.375000 Penalty: 4560.933105
	Iteration 73Q: 3 clusters Score -1197522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1197522.625000 Penalty: 4560.933105
	Iteration 74Q: 3 clusters Score -1197523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1197522.625000 Penalty: 4560.933105
	Iteration 75F: 3 clusters Score -1197523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Entering Unmasked Estep 
Score: -5903926.000000 Penalty: 2687.183105
	Iteration 0F: 2 clusters Score -5903926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -5869569.000000 Penalty: 5374.366211
	Iteration 0F: 3 clusters Score -5869569 nChanged 23496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5882611.500000 Penalty: 5374.366211
	Iteration 1F: 3 clusters Score -5882612 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5883427.000000 Penalty: 5374.366211
	Iteration 2Q: 3 clusters Score -5883427 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5884395.000000 Penalty: 5374.366211
	Iteration 3Q: 3 clusters Score -5884395 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5885652.500000 Penalty: 5374.366211
	Iteration 4Q: 3 clusters Score -5885652 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5887314.500000 Penalty: 5374.366211
	Iteration 5F: 3 clusters Score -5887314 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5889653.000000 Penalty: 5374.366211
	Iteration 6F: 3 clusters Score -5889653 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -5892492.500000 Penalty: 5374.366211
	Iteration 7F: 3 clusters Score -5892492 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5895505.500000 Penalty: 5374.366211
	Iteration 8F: 3 clusters Score -5895506 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5897941.000000 Penalty: 5374.366211
	Iteration 9F: 3 clusters Score -5897941 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5899602.500000 Penalty: 5374.366211
	Iteration 10Q: 3 clusters Score -5899602 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5900534.000000 Penalty: 5374.366211
	Iteration 11Q: 3 clusters Score -5900534 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5901002.000000 Penalty: 5374.366211
	Iteration 12Q: 3 clusters Score -5901002 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5901298.500000 Penalty: 5374.366211
	Iteration 13Q: 3 clusters Score -5901298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5901452.500000 Penalty: 5374.366211
	Iteration 14Q: 3 clusters Score -5901452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5901559.000000 Penalty: 5374.366211
	Iteration 15Q: 3 clusters Score -5901559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5901617.000000 Penalty: 5374.366211
	Iteration 16Q: 3 clusters Score -5901617 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5901665.500000 Penalty: 5374.366211
	Iteration 17Q: 3 clusters Score -5901666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5901704.000000 Penalty: 5374.366211
	Iteration 18Q: 3 clusters Score -5901704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5901732.000000 Penalty: 5374.366211
	Iteration 19Q: 3 clusters Score -5901732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5901757.000000 Penalty: 5374.366211
	Iteration 20F: 3 clusters Score -5901757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5901771.500000 Penalty: 5374.366211
	Iteration 21Q: 3 clusters Score -5901772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5901798.000000 Penalty: 5374.366211
	Iteration 22Q: 3 clusters Score -5901798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5901807.500000 Penalty: 5374.366211
	Iteration 23Q: 3 clusters Score -5901808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5901814.000000 Penalty: 5374.366211
	Iteration 24Q: 3 clusters Score -5901814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5901818.000000 Penalty: 5374.366211
	Iteration 25Q: 3 clusters Score -5901818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5901819.000000 Penalty: 5374.366211
	Iteration 26Q: 3 clusters Score -5901819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5901817.500000 Penalty: 5374.366211
	Iteration 27Q: 3 clusters Score -5901818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5901823.000000 Penalty: 5374.366211
	Iteration 28Q: 3 clusters Score -5901823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5901821.500000 Penalty: 5374.366211
	Iteration 29Q: 3 clusters Score -5901822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5901817.500000 Penalty: 5374.366211
	Iteration 30Q: 3 clusters Score -5901818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5901817.500000 Penalty: 5374.366211
	Iteration 31F: 3 clusters Score -5901818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Entering Unmasked Estep 
Score: -5274019.000000 Penalty: 2640.142334
	Iteration 0F: 2 clusters Score -5274019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5245641.000000 Penalty: 5280.284668
	Iteration 0F: 3 clusters Score -5245641 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5256349.500000 Penalty: 5280.284668
	Iteration 1F: 3 clusters Score -5256350 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5257105.500000 Penalty: 5280.284668
	Iteration 2Q: 3 clusters Score -5257106 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -5257982.000000 Penalty: 5280.284668
	Iteration 3Q: 3 clusters Score -5257982 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -5259252.500000 Penalty: 5280.284668
	Iteration 4F: 3 clusters Score -5259252 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5261019.500000 Penalty: 5280.284668
	Iteration 5F: 3 clusters Score -5261020 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -5263400.500000 Penalty: 5280.284668
	Iteration 6F: 3 clusters Score -5263400 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -5266039.500000 Penalty: 5280.284668
	Iteration 7F: 3 clusters Score -5266040 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5268338.000000 Penalty: 5280.284668
	Iteration 8F: 3 clusters Score -5268338 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5269930.000000 Penalty: 5280.284668
	Iteration 9Q: 3 clusters Score -5269930 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5270880.000000 Penalty: 5280.284668
	Iteration 10Q: 3 clusters Score -5270880 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5271402.000000 Penalty: 5280.284668
	Iteration 11Q: 3 clusters Score -5271402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5271689.500000 Penalty: 5280.284668
	Iteration 12Q: 3 clusters Score -5271690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5271834.500000 Penalty: 5280.284668
	Iteration 13Q: 3 clusters Score -5271834 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5271900.500000 Penalty: 5280.284668
	Iteration 14Q: 3 clusters Score -5271900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5271983.500000 Penalty: 5280.284668
	Iteration 15Q: 3 clusters Score -5271984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5272040.500000 Penalty: 5280.284668
	Iteration 16Q: 3 clusters Score -5272040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5272081.000000 Penalty: 5280.284668
	Iteration 17Q: 3 clusters Score -5272081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5272105.500000 Penalty: 5280.284668
	Iteration 18Q: 3 clusters Score -5272106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5272132.000000 Penalty: 5280.284668
	Iteration 19Q: 3 clusters Score -5272132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5272138.500000 Penalty: 5280.284668
	Iteration 20F: 3 clusters Score -5272138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5272141.500000 Penalty: 5280.284668
	Iteration 21Q: 3 clusters Score -5272142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5272159.000000 Penalty: 5280.284668
	Iteration 22Q: 3 clusters Score -5272159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5272163.000000 Penalty: 5280.284668
	Iteration 23Q: 3 clusters Score -5272163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5272166.500000 Penalty: 5280.284668
	Iteration 24Q: 3 clusters Score -5272166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5272171.500000 Penalty: 5280.284668
	Iteration 25Q: 3 clusters Score -5272172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5272172.000000 Penalty: 5280.284668
	Iteration 26Q: 3 clusters Score -5272172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5272172.000000 Penalty: 5280.284668
	Iteration 27F: 3 clusters Score -5272172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -213559.156250 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -213559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -210991.562500 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -210991.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211439.578125 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -211439.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -211604.000000 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -211604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -211785.250000 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -211785.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -211951.031250 Penalty: 3722.996826
	Iteration 4F: 3 clusters Score -211951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212080.703125 Penalty: 3722.996826
	Iteration 5F: 3 clusters Score -212080.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212200.265625 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -212200.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212324.156250 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -212324.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212393.906250 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -212393.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212434.078125 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -212434.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212465.062500 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -212465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212479.328125 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -212479.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212493.390625 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -212493.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -212513.046875 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -212513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212534.578125 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -212534.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -212558.578125 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -212558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -212573.593750 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -212573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212582.390625 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -212582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212588.281250 Penalty: 3722.996826
	Iteration 18Q: 3 clusters Score -212588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212592.328125 Penalty: 3722.996826
	Iteration 19Q: 3 clusters Score -212592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212600.609375 Penalty: 3722.996826
	Iteration 20F: 3 clusters Score -212600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -212604.093750 Penalty: 3722.996826
	Iteration 21Q: 3 clusters Score -212604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212606.046875 Penalty: 3722.996826
	Iteration 22Q: 3 clusters Score -212606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212608.796875 Penalty: 3722.996826
	Iteration 23Q: 3 clusters Score -212608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212611.453125 Penalty: 3722.996826
	Iteration 24Q: 3 clusters Score -212611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212612.453125 Penalty: 3722.996826
	Iteration 25Q: 3 clusters Score -212612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212614.000000 Penalty: 3722.996826
	Iteration 26Q: 3 clusters Score -212614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212614.421875 Penalty: 3722.996826
	Iteration 27Q: 3 clusters Score -212614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -212615.421875 Penalty: 3722.996826
	Iteration 28Q: 3 clusters Score -212615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212616.140625 Penalty: 3722.996826
	Iteration 29Q: 3 clusters Score -212616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212617.062500 Penalty: 3722.996826
	Iteration 30Q: 3 clusters Score -212617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212617.062500 Penalty: 3722.996826
	Iteration 31F: 3 clusters Score -212617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -893277.000000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -893277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -887369.937500 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -887369.9 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -888971.000000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -888971 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -889396.937500 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -889396.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -889817.625000 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -889817.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -890329.187500 Penalty: 4406.972656
	Iteration 4F: 3 clusters Score -890329.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -890794.937500 Penalty: 4406.972656
	Iteration 5F: 3 clusters Score -890794.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -891094.437500 Penalty: 4406.972656
	Iteration 6F: 3 clusters Score -891094.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -891247.437500 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -891247.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -891319.500000 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -891319.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -891354.875000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -891354.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -891376.375000 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -891376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -891390.437500 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -891390.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -891401.500000 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -891401.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -891409.125000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -891409.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -891415.000000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -891415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -891418.312500 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -891418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -891420.687500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -891420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -891417.875000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -891417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -891423.562500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -891423.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -891428.125000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -891428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -891431.437500 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -891431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -891430.562500 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -891430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -891431.562500 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -891431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -891432.437500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -891432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -891432.937500 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -891432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -891433.500000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -891433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -891434.500000 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -891434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -891432.750000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -891432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -891435.062500 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -891435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -891435.812500 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -891435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -891435.437500 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -891435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -891434.125000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -891434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -891435.312500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -891435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -891435.000000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -891435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -891435.000000 Penalty: 4406.972656
	Iteration 34F: 3 clusters Score -891435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Entering Unmasked Estep 
Score: -756876.500000 Penalty: 2197.016357
	Iteration 0F: 2 clusters Score -756876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -751161.437500 Penalty: 4394.032715
	Iteration 0F: 3 clusters Score -751161.4 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -753068.687500 Penalty: 4394.032715
	Iteration 1F: 3 clusters Score -753068.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -753794.125000 Penalty: 4394.032715
	Iteration 2F: 3 clusters Score -753794.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -754396.062500 Penalty: 4394.032715
	Iteration 3F: 3 clusters Score -754396.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -754790.937500 Penalty: 4394.032715
	Iteration 4F: 3 clusters Score -754790.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -755031.937500 Penalty: 4394.032715
	Iteration 5Q: 3 clusters Score -755031.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -755220.687500 Penalty: 4394.032715
	Iteration 6Q: 3 clusters Score -755220.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -755360.875000 Penalty: 4394.032715
	Iteration 7Q: 3 clusters Score -755360.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -755463.437500 Penalty: 4394.032715
	Iteration 8Q: 3 clusters Score -755463.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -755531.125000 Penalty: 4394.032715
	Iteration 9Q: 3 clusters Score -755531.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -755583.375000 Penalty: 4394.032715
	Iteration 10Q: 3 clusters Score -755583.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -755620.625000 Penalty: 4394.032715
	Iteration 11Q: 3 clusters Score -755620.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -755658.187500 Penalty: 4394.032715
	Iteration 12Q: 3 clusters Score -755658.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -755689.687500 Penalty: 4394.032715
	Iteration 13Q: 3 clusters Score -755689.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -755710.375000 Penalty: 4394.032715
	Iteration 14Q: 3 clusters Score -755710.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -755722.687500 Penalty: 4394.032715
	Iteration 15Q: 3 clusters Score -755722.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -755728.250000 Penalty: 4394.032715
	Iteration 16Q: 3 clusters Score -755728.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -755734.687500 Penalty: 4394.032715
	Iteration 17Q: 3 clusters Score -755734.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -755740.562500 Penalty: 4394.032715
	Iteration 18Q: 3 clusters Score -755740.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -755747.000000 Penalty: 4394.032715
	Iteration 19Q: 3 clusters Score -755747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -755754.937500 Penalty: 4394.032715
	Iteration 20F: 3 clusters Score -755754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -755756.625000 Penalty: 4394.032715
	Iteration 21Q: 3 clusters Score -755756.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -755760.937500 Penalty: 4394.032715
	Iteration 22Q: 3 clusters Score -755760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -755761.250000 Penalty: 4394.032715
	Iteration 23Q: 3 clusters Score -755761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -755763.562500 Penalty: 4394.032715
	Iteration 24Q: 3 clusters Score -755763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -755766.250000 Penalty: 4394.032715
	Iteration 25Q: 3 clusters Score -755766.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -755770.250000 Penalty: 4394.032715
	Iteration 26Q: 3 clusters Score -755770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -755773.625000 Penalty: 4394.032715
	Iteration 27Q: 3 clusters Score -755773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -755775.187500 Penalty: 4394.032715
	Iteration 28Q: 3 clusters Score -755775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -755779.000000 Penalty: 4394.032715
	Iteration 29Q: 3 clusters Score -755779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -755779.562500 Penalty: 4394.032715
	Iteration 30Q: 3 clusters Score -755779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -755784.625000 Penalty: 4394.032715
	Iteration 31Q: 3 clusters Score -755784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -755787.062500 Penalty: 4394.032715
	Iteration 32Q: 3 clusters Score -755787.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -755791.375000 Penalty: 4394.032715
	Iteration 33Q: 3 clusters Score -755791.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -755792.812500 Penalty: 4394.032715
	Iteration 34Q: 3 clusters Score -755792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -755796.437500 Penalty: 4394.032715
	Iteration 35Q: 3 clusters Score -755796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -755797.750000 Penalty: 4394.032715
	Iteration 36Q: 3 clusters Score -755797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -755801.500000 Penalty: 4394.032715
	Iteration 37Q: 3 clusters Score -755801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -755802.687500 Penalty: 4394.032715
	Iteration 38Q: 3 clusters Score -755802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -755803.625000 Penalty: 4394.032715
	Iteration 39Q: 3 clusters Score -755803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -755802.625000 Penalty: 4394.032715
	Iteration 40F: 3 clusters Score -755802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -755802.000000 Penalty: 4394.032715
	Iteration 41Q: 3 clusters Score -755802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -755802.000000 Penalty: 4394.032715
	Iteration 42F: 3 clusters Score -755802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -411553.500000 Penalty: 2012.871338
	Iteration 0F: 2 clusters Score -411553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408049.156250 Penalty: 4025.742676
	Iteration 0F: 3 clusters Score -408049.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408727.750000 Penalty: 4025.742676
	Iteration 1F: 3 clusters Score -408727.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -408903.750000 Penalty: 4025.742676
	Iteration 2F: 3 clusters Score -408903.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -409036.937500 Penalty: 4025.742676
	Iteration 3F: 3 clusters Score -409036.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -409127.656250 Penalty: 4025.742676
	Iteration 4Q: 3 clusters Score -409127.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -409208.562500 Penalty: 4025.742676
	Iteration 5Q: 3 clusters Score -409208.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -409295.406250 Penalty: 4025.742676
	Iteration 6Q: 3 clusters Score -409295.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -409368.468750 Penalty: 4025.742676
	Iteration 7Q: 3 clusters Score -409368.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -409455.843750 Penalty: 4025.742676
	Iteration 8Q: 3 clusters Score -409455.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -409545.781250 Penalty: 4025.742676
	Iteration 9Q: 3 clusters Score -409545.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409627.718750 Penalty: 4025.742676
	Iteration 10Q: 3 clusters Score -409627.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -409716.093750 Penalty: 4025.742676
	Iteration 11Q: 3 clusters Score -409716.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -409788.343750 Penalty: 4025.742676
	Iteration 12Q: 3 clusters Score -409788.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -409839.343750 Penalty: 4025.742676
	Iteration 13Q: 3 clusters Score -409839.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -409880.906250 Penalty: 4025.742676
	Iteration 14Q: 3 clusters Score -409880.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -409921.937500 Penalty: 4025.742676
	Iteration 15Q: 3 clusters Score -409921.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -409964.781250 Penalty: 4025.742676
	Iteration 16Q: 3 clusters Score -409964.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -409996.687500 Penalty: 4025.742676
	Iteration 17Q: 3 clusters Score -409996.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -410030.937500 Penalty: 4025.742676
	Iteration 18Q: 3 clusters Score -410030.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -410059.031250 Penalty: 4025.742676
	Iteration 19Q: 3 clusters Score -410059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -410081.062500 Penalty: 4025.742676
	Iteration 20F: 3 clusters Score -410081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -410094.468750 Penalty: 4025.742676
	Iteration 21Q: 3 clusters Score -410094.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -410106.843750 Penalty: 4025.742676
	Iteration 22Q: 3 clusters Score -410106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -410114.093750 Penalty: 4025.742676
	Iteration 23Q: 3 clusters Score -410114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -410122.187500 Penalty: 4025.742676
	Iteration 24Q: 3 clusters Score -410122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -410136.218750 Penalty: 4025.742676
	Iteration 25Q: 3 clusters Score -410136.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -410146.750000 Penalty: 4025.742676
	Iteration 26Q: 3 clusters Score -410146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -410152.531250 Penalty: 4025.742676
	Iteration 27Q: 3 clusters Score -410152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -410158.531250 Penalty: 4025.742676
	Iteration 28Q: 3 clusters Score -410158.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -410162.968750 Penalty: 4025.742676
	Iteration 29Q: 3 clusters Score -410163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -410168.687500 Penalty: 4025.742676
	Iteration 30Q: 3 clusters Score -410168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -410172.000000 Penalty: 4025.742676
	Iteration 31Q: 3 clusters Score -410172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -410178.531250 Penalty: 4025.742676
	Iteration 32Q: 3 clusters Score -410178.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -410182.875000 Penalty: 4025.742676
	Iteration 33Q: 3 clusters Score -410182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -410192.031250 Penalty: 4025.742676
	Iteration 34Q: 3 clusters Score -410192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -410200.687500 Penalty: 4025.742676
	Iteration 35Q: 3 clusters Score -410200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -410208.875000 Penalty: 4025.742676
	Iteration 36Q: 3 clusters Score -410208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -410213.218750 Penalty: 4025.742676
	Iteration 37Q: 3 clusters Score -410213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -410216.093750 Penalty: 4025.742676
	Iteration 38Q: 3 clusters Score -410216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -410218.312500 Penalty: 4025.742676
	Iteration 39Q: 3 clusters Score -410218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -410222.343750 Penalty: 4025.742676
	Iteration 40F: 3 clusters Score -410222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -410224.281250 Penalty: 4025.742676
	Iteration 41Q: 3 clusters Score -410224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -410228.562500 Penalty: 4025.742676
	Iteration 42Q: 3 clusters Score -410228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -410233.812500 Penalty: 4025.742676
	Iteration 43Q: 3 clusters Score -410233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -410236.750000 Penalty: 4025.742676
	Iteration 44Q: 3 clusters Score -410236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -410239.718750 Penalty: 4025.742676
	Iteration 45Q: 3 clusters Score -410239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -410243.281250 Penalty: 4025.742676
	Iteration 46Q: 3 clusters Score -410243.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -410248.531250 Penalty: 4025.742676
	Iteration 47Q: 3 clusters Score -410248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -410254.250000 Penalty: 4025.742676
	Iteration 48Q: 3 clusters Score -410254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -410258.718750 Penalty: 4025.742676
	Iteration 49Q: 3 clusters Score -410258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -410261.281250 Penalty: 4025.742676
	Iteration 50Q: 3 clusters Score -410261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -410266.031250 Penalty: 4025.742676
	Iteration 51Q: 3 clusters Score -410266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -410270.281250 Penalty: 4025.742676
	Iteration 52Q: 3 clusters Score -410270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -410275.593750 Penalty: 4025.742676
	Iteration 53Q: 3 clusters Score -410275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -410282.468750 Penalty: 4025.742676
	Iteration 54Q: 3 clusters Score -410282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -410286.281250 Penalty: 4025.742676
	Iteration 55Q: 3 clusters Score -410286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -410287.718750 Penalty: 4025.742676
	Iteration 56Q: 3 clusters Score -410287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -410289.281250 Penalty: 4025.742676
	Iteration 57Q: 3 clusters Score -410289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -410291.281250 Penalty: 4025.742676
	Iteration 58Q: 3 clusters Score -410291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -410295.156250 Penalty: 4025.742676
	Iteration 59Q: 3 clusters Score -410295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -410299.031250 Penalty: 4025.742676
	Iteration 60F: 3 clusters Score -410299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -410302.187500 Penalty: 4025.742676
	Iteration 61Q: 3 clusters Score -410302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -410304.375000 Penalty: 4025.742676
	Iteration 62Q: 3 clusters Score -410304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -410306.375000 Penalty: 4025.742676
	Iteration 63Q: 3 clusters Score -410306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -410306.375000 Penalty: 4025.742676
	Iteration 64F: 3 clusters Score -410306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1134577.000000 Penalty: 2264.400635
	Iteration 0F: 2 clusters Score -1134577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1127358.375000 Penalty: 4528.801270
	Iteration 0F: 3 clusters Score -1127358 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1129485.875000 Penalty: 4528.801270
	Iteration 1F: 3 clusters Score -1129486 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1129804.125000 Penalty: 4528.801270
	Iteration 2F: 3 clusters Score -1129804 nChanged 486
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: -1130065.125000 Penalty: 4528.801270
	Iteration 3F: 3 clusters Score -1130065 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1130292.000000 Penalty: 4528.801270
	Iteration 4Q: 3 clusters Score -1130292 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1130490.500000 Penalty: 4528.801270
	Iteration 5Q: 3 clusters Score -1130490 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1130664.750000 Penalty: 4528.801270
	Iteration 6Q: 3 clusters Score -1130665 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1130843.250000 Penalty: 4528.801270
	Iteration 7Q: 3 clusters Score -1130843 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1131028.000000 Penalty: 4528.801270
	Iteration 8Q: 3 clusters Score -1131028 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1131187.625000 Penalty: 4528.801270
	Iteration 9Q: 3 clusters Score -1131188 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1131365.000000 Penalty: 4528.801270
	Iteration 10Q: 3 clusters Score -1131365 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1131520.500000 Penalty: 4528.801270
	Iteration 11Q: 3 clusters Score -1131520 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1131657.125000 Penalty: 4528.801270
	Iteration 12Q: 3 clusters Score -1131657 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1131776.750000 Penalty: 4528.801270
	Iteration 13Q: 3 clusters Score -1131777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1131899.750000 Penalty: 4528.801270
	Iteration 14Q: 3 clusters Score -1131900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1132003.625000 Penalty: 4528.801270
	Iteration 15Q: 3 clusters Score -1132004 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1132100.500000 Penalty: 4528.801270
	Iteration 16Q: 3 clusters Score -1132100 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1132193.250000 Penalty: 4528.801270
	Iteration 17Q: 3 clusters Score -1132193 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1132273.250000 Penalty: 4528.801270
	Iteration 18Q: 3 clusters Score -1132273 nChanged 138
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: -1132351.125000 Penalty: 4528.801270
	Iteration 19Q: 3 clusters Score -1132351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1132423.000000 Penalty: 4528.801270
	Iteration 20F: 3 clusters Score -1132423 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1132487.625000 Penalty: 4528.801270
	Iteration 21Q: 3 clusters Score -1132488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1132544.500000 Penalty: 4528.801270
	Iteration 22Q: 3 clusters Score -1132544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1132608.500000 Penalty: 4528.801270
	Iteration 23Q: 3 clusters Score -1132608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1132663.625000 Penalty: 4528.801270
	Iteration 24Q: 3 clusters Score -1132664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1132711.125000 Penalty: 4528.801270
	Iteration 25Q: 3 clusters Score -1132711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1132757.875000 Penalty: 4528.801270
	Iteration 26Q: 3 clusters Score -1132758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1132800.125000 Penalty: 4528.801270
	Iteration 27Q: 3 clusters Score -1132800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1132842.875000 Penalty: 4528.801270
	Iteration 28Q: 3 clusters Score -1132843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1132869.875000 Penalty: 4528.801270
	Iteration 29Q: 3 clusters Score -1132870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1132911.875000 Penalty: 4528.801270
	Iteration 30Q: 3 clusters Score -1132912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1132941.625000 Penalty: 4528.801270
	Iteration 31Q: 3 clusters Score -1132942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1132969.375000 Penalty: 4528.801270
	Iteration 32Q: 3 clusters Score -1132969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1132993.375000 Penalty: 4528.801270
	Iteration 33Q: 3 clusters Score -1132993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1133016.125000 Penalty: 4528.801270
	Iteration 34Q: 3 clusters Score -1133016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1133046.500000 Penalty: 4528.801270
	Iteration 35Q: 3 clusters Score -1133046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1133076.250000 Penalty: 4528.801270
	Iteration 36Q: 3 clusters Score -1133076 nChanged 44
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: -1133101.875000 Penalty: 4528.801270
	Iteration 37Q: 3 clusters Score -1133102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1133117.625000 Penalty: 4528.801270
	Iteration 38Q: 3 clusters Score -1133118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1133124.500000 Penalty: 4528.801270
	Iteration 39Q: 3 clusters Score -1133124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1133130.750000 Penalty: 4528.801270
	Iteration 40F: 3 clusters Score -1133131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1133136.500000 Penalty: 4528.801270
	Iteration 41Q: 3 clusters Score -1133136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1133138.750000 Penalty: 4528.801270
	Iteration 42Q: 3 clusters Score -1133139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1133141.875000 Penalty: 4528.801270
	Iteration 43Q: 3 clusters Score -1133142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1133148.500000 Penalty: 4528.801270
	Iteration 44Q: 3 clusters Score -1133148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1133154.375000 Penalty: 4528.801270
	Iteration 45Q: 3 clusters Score -1133154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1133154.625000 Penalty: 4528.801270
	Iteration 46Q: 3 clusters Score -1133155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1133156.375000 Penalty: 4528.801270
	Iteration 47Q: 3 clusters Score -1133156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1133157.875000 Penalty: 4528.801270
	Iteration 48Q: 3 clusters Score -1133158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1133157.250000 Penalty: 4528.801270
	Iteration 49Q: 3 clusters Score -1133157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1133163.875000 Penalty: 4528.801270
	Iteration 50Q: 3 clusters Score -1133164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1133165.000000 Penalty: 4528.801270
	Iteration 51Q: 3 clusters Score -1133165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1133165.375000 Penalty: 4528.801270
	Iteration 52Q: 3 clusters Score -1133165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1133165.875000 Penalty: 4528.801270
	Iteration 53Q: 3 clusters Score -1133166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1133166.625000 Penalty: 4528.801270
	Iteration 54Q: 3 clusters Score -1133167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1133166.625000 Penalty: 4528.801270
	Iteration 55F: 3 clusters Score -1133167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -548947.187500 Penalty: 2089.201660
	Iteration 0F: 2 clusters Score -548947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -544726.562500 Penalty: 4178.403320
	Iteration 0F: 3 clusters Score -544726.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -545718.250000 Penalty: 4178.403320
	Iteration 1F: 3 clusters Score -545718.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545945.875000 Penalty: 4178.403320
	Iteration 2F: 3 clusters Score -545945.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -546122.000000 Penalty: 4178.403320
	Iteration 3F: 3 clusters Score -546122 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -546259.312500 Penalty: 4178.403320
	Iteration 4Q: 3 clusters Score -546259.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -546372.500000 Penalty: 4178.403320
	Iteration 5Q: 3 clusters Score -546372.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -546467.250000 Penalty: 4178.403320
	Iteration 6Q: 3 clusters Score -546467.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -546551.562500 Penalty: 4178.403320
	Iteration 7Q: 3 clusters Score -546551.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -546656.375000 Penalty: 4178.403320
	Iteration 8Q: 3 clusters Score -546656.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -546756.437500 Penalty: 4178.403320
	Iteration 9Q: 3 clusters Score -546756.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -546858.500000 Penalty: 4178.403320
	Iteration 10Q: 3 clusters Score -546858.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -546957.375000 Penalty: 4178.403320
	Iteration 11Q: 3 clusters Score -546957.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -547081.312500 Penalty: 4178.403320
	Iteration 12Q: 3 clusters Score -547081.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -547204.500000 Penalty: 4178.403320
	Iteration 13Q: 3 clusters Score -547204.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -547306.625000 Penalty: 4178.403320
	Iteration 14Q: 3 clusters Score -547306.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -547382.250000 Penalty: 4178.403320
	Iteration 15Q: 3 clusters Score -547382.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -547460.250000 Penalty: 4178.403320
	Iteration 16Q: 3 clusters Score -547460.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -547510.562500 Penalty: 4178.403320
	Iteration 17Q: 3 clusters Score -547510.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -547548.250000 Penalty: 4178.403320
	Iteration 18Q: 3 clusters Score -547548.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -547568.625000 Penalty: 4178.403320
	Iteration 19Q: 3 clusters Score -547568.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -547591.250000 Penalty: 4178.403320
	Iteration 20F: 3 clusters Score -547591.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -547610.562500 Penalty: 4178.403320
	Iteration 21Q: 3 clusters Score -547610.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -547629.125000 Penalty: 4178.403320
	Iteration 22Q: 3 clusters Score -547629.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -547650.437500 Penalty: 4178.403320
	Iteration 23Q: 3 clusters Score -547650.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -547665.125000 Penalty: 4178.403320
	Iteration 24Q: 3 clusters Score -547665.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -547675.437500 Penalty: 4178.403320
	Iteration 25Q: 3 clusters Score -547675.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547683.500000 Penalty: 4178.403320
	Iteration 26Q: 3 clusters Score -547683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -547691.687500 Penalty: 4178.403320
	Iteration 27Q: 3 clusters Score -547691.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -547698.062500 Penalty: 4178.403320
	Iteration 28Q: 3 clusters Score -547698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547703.437500 Penalty: 4178.403320
	Iteration 29Q: 3 clusters Score -547703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -547711.125000 Penalty: 4178.403320
	Iteration 30Q: 3 clusters Score -547711.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -547720.437500 Penalty: 4178.403320
	Iteration 31Q: 3 clusters Score -547720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -547727.125000 Penalty: 4178.403320
	Iteration 32Q: 3 clusters Score -547727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -547736.375000 Penalty: 4178.403320
	Iteration 33Q: 3 clusters Score -547736.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -547742.375000 Penalty: 4178.403320
	Iteration 34Q: 3 clusters Score -547742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -547746.187500 Penalty: 4178.403320
	Iteration 35Q: 3 clusters Score -547746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -547752.062500 Penalty: 4178.403320
	Iteration 36Q: 3 clusters Score -547752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -547753.625000 Penalty: 4178.403320
	Iteration 37Q: 3 clusters Score -547753.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -547755.625000 Penalty: 4178.403320
	Iteration 38Q: 3 clusters Score -547755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -547758.437500 Penalty: 4178.403320
	Iteration 39Q: 3 clusters Score -547758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -547760.500000 Penalty: 4178.403320
	Iteration 40F: 3 clusters Score -547760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -547761.437500 Penalty: 4178.403320
	Iteration 41Q: 3 clusters Score -547761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -547762.500000 Penalty: 4178.403320
	Iteration 42Q: 3 clusters Score -547762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -547763.937500 Penalty: 4178.403320
	Iteration 43Q: 3 clusters Score -547763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -547765.375000 Penalty: 4178.403320
	Iteration 44Q: 3 clusters Score -547765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -547768.312500 Penalty: 4178.403320
	Iteration 45Q: 3 clusters Score -547768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -547769.687500 Penalty: 4178.403320
	Iteration 46Q: 3 clusters Score -547769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -547769.937500 Penalty: 4178.403320
	Iteration 47Q: 3 clusters Score -547769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -547770.750000 Penalty: 4178.403320
	Iteration 48Q: 3 clusters Score -547770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -547771.187500 Penalty: 4178.403320
	Iteration 49Q: 3 clusters Score -547771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -547771.750000 Penalty: 4178.403320
	Iteration 50Q: 3 clusters Score -547771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -547773.062500 Penalty: 4178.403320
	Iteration 51Q: 3 clusters Score -547773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -547773.937500 Penalty: 4178.403320
	Iteration 52Q: 3 clusters Score -547773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -547773.812500 Penalty: 4178.403320
	Iteration 53Q: 3 clusters Score -547773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -547773.812500 Penalty: 4178.403320
	Iteration 54F: 3 clusters Score -547773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -1484639.625000 Penalty: 2329.338867
	Iteration 0F: 2 clusters Score -1484640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1475741.250000 Penalty: 4658.677734
	Iteration 0F: 3 clusters Score -1475741 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1478423.125000 Penalty: 4658.677734
	Iteration 1F: 3 clusters Score -1478423 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1478878.875000 Penalty: 4658.677734
	Iteration 2F: 3 clusters Score -1478879 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1479253.500000 Penalty: 4658.677734
	Iteration 3F: 3 clusters Score -1479254 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1479633.375000 Penalty: 4658.677734
	Iteration 4F: 3 clusters Score -1479633 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1480003.625000 Penalty: 4658.677734
	Iteration 5F: 3 clusters Score -1480004 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1480365.375000 Penalty: 4658.677734
	Iteration 6Q: 3 clusters Score -1480365 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1480721.375000 Penalty: 4658.677734
	Iteration 7Q: 3 clusters Score -1480721 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1481057.000000 Penalty: 4658.677734
	Iteration 8Q: 3 clusters Score -1481057 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1481363.500000 Penalty: 4658.677734
	Iteration 9Q: 3 clusters Score -1481364 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1481625.625000 Penalty: 4658.677734
	Iteration 10Q: 3 clusters Score -1481626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1481867.000000 Penalty: 4658.677734
	Iteration 11Q: 3 clusters Score -1481867 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1482096.500000 Penalty: 4658.677734
	Iteration 12Q: 3 clusters Score -1482096 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1482254.750000 Penalty: 4658.677734
	Iteration 13Q: 3 clusters Score -1482255 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1482400.625000 Penalty: 4658.677734
	Iteration 14Q: 3 clusters Score -1482401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1482498.125000 Penalty: 4658.677734
	Iteration 15Q: 3 clusters Score -1482498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1482573.000000 Penalty: 4658.677734
	Iteration 16Q: 3 clusters Score -1482573 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1482625.875000 Penalty: 4658.677734
	Iteration 17Q: 3 clusters Score -1482626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1482661.625000 Penalty: 4658.677734
	Iteration 18Q: 3 clusters Score -1482662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1482680.000000 Penalty: 4658.677734
	Iteration 19Q: 3 clusters Score -1482680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1482695.250000 Penalty: 4658.677734
	Iteration 20F: 3 clusters Score -1482695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1482709.875000 Penalty: 4658.677734
	Iteration 21Q: 3 clusters Score -1482710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1482727.750000 Penalty: 4658.677734
	Iteration 22Q: 3 clusters Score -1482728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1482748.375000 Penalty: 4658.677734
	Iteration 23Q: 3 clusters Score -1482748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1482758.625000 Penalty: 4658.677734
	Iteration 24Q: 3 clusters Score -1482759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1482766.250000 Penalty: 4658.677734
	Iteration 25Q: 3 clusters Score -1482766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1482777.000000 Penalty: 4658.677734
	Iteration 26Q: 3 clusters Score -1482777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1482785.625000 Penalty: 4658.677734
	Iteration 27Q: 3 clusters Score -1482786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1482787.000000 Penalty: 4658.677734
	Iteration 28Q: 3 clusters Score -1482787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1482791.000000 Penalty: 4658.677734
	Iteration 29Q: 3 clusters Score -1482791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1482795.000000 Penalty: 4658.677734
	Iteration 30Q: 3 clusters Score -1482795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1482802.875000 Penalty: 4658.677734
	Iteration 31Q: 3 clusters Score -1482803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1482803.875000 Penalty: 4658.677734
	Iteration 32Q: 3 clusters Score -1482804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1482808.625000 Penalty: 4658.677734
	Iteration 33Q: 3 clusters Score -1482809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1482808.000000 Penalty: 4658.677734
	Iteration 34Q: 3 clusters Score -1482808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1482808.750000 Penalty: 4658.677734
	Iteration 35Q: 3 clusters Score -1482809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1482809.750000 Penalty: 4658.677734
	Iteration 36Q: 3 clusters Score -1482810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1482813.125000 Penalty: 4658.677734
	Iteration 37Q: 3 clusters Score -1482813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1482816.125000 Penalty: 4658.677734
	Iteration 38Q: 3 clusters Score -1482816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1482813.250000 Penalty: 4658.677734
	Iteration 39Q: 3 clusters Score -1482813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1482816.625000 Penalty: 4658.677734
	Iteration 40F: 3 clusters Score -1482817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1482813.125000 Penalty: 4658.677734
	Iteration 41Q: 3 clusters Score -1482813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1482815.000000 Penalty: 4658.677734
	Iteration 42Q: 3 clusters Score -1482815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1482814.125000 Penalty: 4658.677734
	Iteration 43Q: 3 clusters Score -1482814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1482814.875000 Penalty: 4658.677734
	Iteration 44Q: 3 clusters Score -1482815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1482818.500000 Penalty: 4658.677734
	Iteration 45Q: 3 clusters Score -1482818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1482814.000000 Penalty: 4658.677734
	Iteration 46Q: 3 clusters Score -1482814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1482815.125000 Penalty: 4658.677734
	Iteration 47Q: 3 clusters Score -1482815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1482815.125000 Penalty: 4658.677734
	Iteration 48F: 3 clusters Score -1482815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -886292.875000 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -886292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -880615.250000 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -880615.2 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -882071.312500 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -882071.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -882309.062500 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -882309.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -882475.062500 Penalty: 4373.894043
	Iteration 3F: 3 clusters Score -882475.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -882591.875000 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -882591.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -882686.812500 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -882686.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -882744.562500 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -882744.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -882779.875000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -882779.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -882811.250000 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -882811.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -882841.062500 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -882841.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -882860.312500 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -882860.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -882877.250000 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -882877.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -882894.687500 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -882894.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -882913.687500 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -882913.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -882937.875000 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -882937.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -882970.687500 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -882970.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -883003.375000 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -883003.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -883025.250000 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -883025.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -883046.562500 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -883046.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -883065.937500 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -883065.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -883083.250000 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -883083.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -883102.500000 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -883102.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -883121.062500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -883121.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -883134.812500 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -883134.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -883149.687500 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -883149.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -883169.812500 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -883169.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -883196.562500 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -883196.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -883232.937500 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -883232.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -883275.375000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -883275.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -883341.875000 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -883341.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -883420.687500 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -883420.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -883516.375000 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -883516.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -883614.937500 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -883614.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -883704.312500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -883704.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -883787.750000 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -883787.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -883875.875000 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -883875.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -883934.812500 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -883934.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -883971.187500 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -883971.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -883994.500000 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -883994.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -884015.937500 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -884015.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -884034.687500 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -884034.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -884051.125000 Penalty: 4373.894043
	Iteration 41Q: 3 clusters Score -884051.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -884061.625000 Penalty: 4373.894043
	Iteration 42Q: 3 clusters Score -884061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -884072.562500 Penalty: 4373.894043
	Iteration 43Q: 3 clusters Score -884072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -884078.562500 Penalty: 4373.894043
	Iteration 44Q: 3 clusters Score -884078.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -884087.187500 Penalty: 4373.894043
	Iteration 45Q: 3 clusters Score -884087.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -884090.812500 Penalty: 4373.894043
	Iteration 46Q: 3 clusters Score -884090.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -884092.625000 Penalty: 4373.894043
	Iteration 47Q: 3 clusters Score -884092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -884093.750000 Penalty: 4373.894043
	Iteration 48Q: 3 clusters Score -884093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -884097.250000 Penalty: 4373.894043
	Iteration 49Q: 3 clusters Score -884097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -884100.125000 Penalty: 4373.894043
	Iteration 50Q: 3 clusters Score -884100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -884100.812500 Penalty: 4373.894043
	Iteration 51Q: 3 clusters Score -884100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -884102.625000 Penalty: 4373.894043
	Iteration 52Q: 3 clusters Score -884102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -884104.312500 Penalty: 4373.894043
	Iteration 53Q: 3 clusters Score -884104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -884104.750000 Penalty: 4373.894043
	Iteration 54Q: 3 clusters Score -884104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -884104.250000 Penalty: 4373.894043
	Iteration 55Q: 3 clusters Score -884104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -884106.812500 Penalty: 4373.894043
	Iteration 56Q: 3 clusters Score -884106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -884109.812500 Penalty: 4373.894043
	Iteration 57Q: 3 clusters Score -884109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -884110.375000 Penalty: 4373.894043
	Iteration 58Q: 3 clusters Score -884110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -884110.000000 Penalty: 4373.894043
	Iteration 59Q: 3 clusters Score -884110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -884110.875000 Penalty: 4373.894043
	Iteration 60F: 3 clusters Score -884110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -884111.000000 Penalty: 4373.894043
	Iteration 61Q: 3 clusters Score -884111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -884111.937500 Penalty: 4373.894043
	Iteration 62Q: 3 clusters Score -884111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -884111.000000 Penalty: 4373.894043
	Iteration 63Q: 3 clusters Score -884111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -884110.250000 Penalty: 4373.894043
	Iteration 64Q: 3 clusters Score -884110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -884112.000000 Penalty: 4373.894043
	Iteration 65Q: 3 clusters Score -884112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -884113.312500 Penalty: 4373.894043
	Iteration 66Q: 3 clusters Score -884113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -884114.625000 Penalty: 4373.894043
	Iteration 67Q: 3 clusters Score -884114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -884114.250000 Penalty: 4373.894043
	Iteration 68Q: 3 clusters Score -884114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -884115.125000 Penalty: 4373.894043
	Iteration 69Q: 3 clusters Score -884115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -884115.062500 Penalty: 4373.894043
	Iteration 70Q: 3 clusters Score -884115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -884116.625000 Penalty: 4373.894043
	Iteration 71Q: 3 clusters Score -884116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -884116.500000 Penalty: 4373.894043
	Iteration 72Q: 3 clusters Score -884116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -884116.500000 Penalty: 4373.894043
	Iteration 73F: 3 clusters Score -884116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Entering Unmasked Estep 
Score: -3429744.500000 Penalty: 2534.562988
	Iteration 0F: 2 clusters Score -3429744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3410803.750000 Penalty: 5069.125977
	Iteration 0F: 3 clusters Score -3410804 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3417429.250000 Penalty: 5069.125977
	Iteration 1F: 3 clusters Score -3417429 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3417925.750000 Penalty: 5069.125977
	Iteration 2F: 3 clusters Score -3417926 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3418388.750000 Penalty: 5069.125977
	Iteration 3Q: 3 clusters Score -3418389 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3418814.750000 Penalty: 5069.125977
	Iteration 4Q: 3 clusters Score -3418815 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3419248.250000 Penalty: 5069.125977
	Iteration 5Q: 3 clusters Score -3419248 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3419816.250000 Penalty: 5069.125977
	Iteration 6Q: 3 clusters Score -3419816 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3420464.500000 Penalty: 5069.125977
	Iteration 7Q: 3 clusters Score -3420464 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3421296.750000 Penalty: 5069.125977
	Iteration 8Q: 3 clusters Score -3421297 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3422374.750000 Penalty: 5069.125977
	Iteration 9F: 3 clusters Score -3422375 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3423476.750000 Penalty: 5069.125977
	Iteration 10F: 3 clusters Score -3423477 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3424457.000000 Penalty: 5069.125977
	Iteration 11Q: 3 clusters Score -3424457 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3425221.000000 Penalty: 5069.125977
	Iteration 12Q: 3 clusters Score -3425221 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3425787.250000 Penalty: 5069.125977
	Iteration 13Q: 3 clusters Score -3425787 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3426197.250000 Penalty: 5069.125977
	Iteration 14Q: 3 clusters Score -3426197 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3426514.500000 Penalty: 5069.125977
	Iteration 15Q: 3 clusters Score -3426514 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3426739.500000 Penalty: 5069.125977
	Iteration 16Q: 3 clusters Score -3426740 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3426898.250000 Penalty: 5069.125977
	Iteration 17Q: 3 clusters Score -3426898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3427057.000000 Penalty: 5069.125977
	Iteration 18Q: 3 clusters Score -3427057 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3427173.750000 Penalty: 5069.125977
	Iteration 19Q: 3 clusters Score -3427174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3427271.500000 Penalty: 5069.125977
	Iteration 20F: 3 clusters Score -3427272 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3427348.750000 Penalty: 5069.125977
	Iteration 21Q: 3 clusters Score -3427349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3427407.500000 Penalty: 5069.125977
	Iteration 22Q: 3 clusters Score -3427408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3427465.500000 Penalty: 5069.125977
	Iteration 23Q: 3 clusters Score -3427466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3427492.750000 Penalty: 5069.125977
	Iteration 24Q: 3 clusters Score -3427493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3427514.250000 Penalty: 5069.125977
	Iteration 25Q: 3 clusters Score -3427514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3427544.500000 Penalty: 5069.125977
	Iteration 26Q: 3 clusters Score -3427544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3427584.250000 Penalty: 5069.125977
	Iteration 27Q: 3 clusters Score -3427584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3427590.500000 Penalty: 5069.125977
	Iteration 28Q: 3 clusters Score -3427590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3427613.250000 Penalty: 5069.125977
	Iteration 29Q: 3 clusters Score -3427613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3427627.000000 Penalty: 5069.125977
	Iteration 30Q: 3 clusters Score -3427627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3427638.500000 Penalty: 5069.125977
	Iteration 31Q: 3 clusters Score -3427638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3427653.000000 Penalty: 5069.125977
	Iteration 32Q: 3 clusters Score -3427653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3427656.750000 Penalty: 5069.125977
	Iteration 33Q: 3 clusters Score -3427657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3427658.500000 Penalty: 5069.125977
	Iteration 34Q: 3 clusters Score -3427658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3427665.250000 Penalty: 5069.125977
	Iteration 35Q: 3 clusters Score -3427665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3427666.000000 Penalty: 5069.125977
	Iteration 36Q: 3 clusters Score -3427666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3427669.750000 Penalty: 5069.125977
	Iteration 37Q: 3 clusters Score -3427670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3427673.250000 Penalty: 5069.125977
	Iteration 38Q: 3 clusters Score -3427673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3427675.000000 Penalty: 5069.125977
	Iteration 39Q: 3 clusters Score -3427675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3427680.000000 Penalty: 5069.125977
	Iteration 40F: 3 clusters Score -3427680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3427682.000000 Penalty: 5069.125977
	Iteration 41Q: 3 clusters Score -3427682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3427682.000000 Penalty: 5069.125977
	Iteration 42F: 3 clusters Score -3427682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Entering Unmasked Estep 
Score: -4368438.500000 Penalty: 2593.635010
	Iteration 0F: 2 clusters Score -4368438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4344698.500000 Penalty: 5187.270020
	Iteration 0F: 3 clusters Score -4344698 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4353355.000000 Penalty: 5187.270020
	Iteration 1F: 3 clusters Score -4353355 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4353982.500000 Penalty: 5187.270020
	Iteration 2Q: 3 clusters Score -4353982 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4354624.000000 Penalty: 5187.270020
	Iteration 3Q: 3 clusters Score -4354624 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4355278.500000 Penalty: 5187.270020
	Iteration 4Q: 3 clusters Score -4355278 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4356047.500000 Penalty: 5187.270020
	Iteration 5Q: 3 clusters Score -4356048 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4356895.500000 Penalty: 5187.270020
	Iteration 6Q: 3 clusters Score -4356896 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4357952.500000 Penalty: 5187.270020
	Iteration 7F: 3 clusters Score -4357952 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4359109.000000 Penalty: 5187.270020
	Iteration 8F: 3 clusters Score -4359109 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4360291.000000 Penalty: 5187.270020
	Iteration 9F: 3 clusters Score -4360291 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4361377.500000 Penalty: 5187.270020
	Iteration 10Q: 3 clusters Score -4361378 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4362253.500000 Penalty: 5187.270020
	Iteration 11Q: 3 clusters Score -4362254 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -4362958.500000 Penalty: 5187.270020
	Iteration 12Q: 3 clusters Score -4362958 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4363547.500000 Penalty: 5187.270020
	Iteration 13Q: 3 clusters Score -4363548 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4363972.500000 Penalty: 5187.270020
	Iteration 14Q: 3 clusters Score -4363972 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4364320.500000 Penalty: 5187.270020
	Iteration 15Q: 3 clusters Score -4364320 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4364681.500000 Penalty: 5187.270020
	Iteration 16Q: 3 clusters Score -4364682 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4364991.000000 Penalty: 5187.270020
	Iteration 17Q: 3 clusters Score -4364991 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4365278.000000 Penalty: 5187.270020
	Iteration 18Q: 3 clusters Score -4365278 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4365540.000000 Penalty: 5187.270020
	Iteration 19Q: 3 clusters Score -4365540 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4365819.500000 Penalty: 5187.270020
	Iteration 20F: 3 clusters Score -4365820 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4366127.000000 Penalty: 5187.270020
	Iteration 21Q: 3 clusters Score -4366127 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4366411.000000 Penalty: 5187.270020
	Iteration 22Q: 3 clusters Score -4366411 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4366634.000000 Penalty: 5187.270020
	Iteration 23Q: 3 clusters Score -4366634 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4366801.500000 Penalty: 5187.270020
	Iteration 24Q: 3 clusters Score -4366802 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4366934.500000 Penalty: 5187.270020
	Iteration 25Q: 3 clusters Score -4366934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4367041.500000 Penalty: 5187.270020
	Iteration 26Q: 3 clusters Score -4367042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4367107.000000 Penalty: 5187.270020
	Iteration 27Q: 3 clusters Score -4367107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4367160.000000 Penalty: 5187.270020
	Iteration 28Q: 3 clusters Score -4367160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4367215.000000 Penalty: 5187.270020
	Iteration 29Q: 3 clusters Score -4367215 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4367248.500000 Penalty: 5187.270020
	Iteration 30Q: 3 clusters Score -4367248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4367268.500000 Penalty: 5187.270020
	Iteration 31Q: 3 clusters Score -4367268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4367274.000000 Penalty: 5187.270020
	Iteration 32Q: 3 clusters Score -4367274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4367276.000000 Penalty: 5187.270020
	Iteration 33Q: 3 clusters Score -4367276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4367276.500000 Penalty: 5187.270020
	Iteration 34Q: 3 clusters Score -4367276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4367278.000000 Penalty: 5187.270020
	Iteration 35Q: 3 clusters Score -4367278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4367283.000000 Penalty: 5187.270020
	Iteration 36Q: 3 clusters Score -4367283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4367280.500000 Penalty: 5187.270020
	Iteration 37Q: 3 clusters Score -4367280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4367284.500000 Penalty: 5187.270020
	Iteration 38Q: 3 clusters Score -4367284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4367286.000000 Penalty: 5187.270020
	Iteration 39Q: 3 clusters Score -4367286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4367283.000000 Penalty: 5187.270020
	Iteration 40F: 3 clusters Score -4367283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4367281.500000 Penalty: 5187.270020
	Iteration 41Q: 3 clusters Score -4367282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4367283.000000 Penalty: 5187.270020
	Iteration 42Q: 3 clusters Score -4367283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4367286.500000 Penalty: 5187.270020
	Iteration 43Q: 3 clusters Score -4367286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4367286.500000 Penalty: 5187.270020
	Iteration 44F: 3 clusters Score -4367286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -656011.062500 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -656011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -652109.312500 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -652109.3 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -653123.500000 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -653123.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -653487.625000 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -653487.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -653761.625000 Penalty: 4117.923828
	Iteration 3F: 3 clusters Score -653761.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -653983.875000 Penalty: 4117.923828
	Iteration 4F: 3 clusters Score -653983.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -654174.500000 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -654174.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -654316.375000 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -654316.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -654426.000000 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -654426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -654520.437500 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -654520.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -654597.000000 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -654597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -654654.125000 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -654654.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -654700.250000 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -654700.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -654729.625000 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -654729.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -654757.500000 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -654757.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -654776.125000 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -654776.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -654792.312500 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -654792.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -654802.750000 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -654802.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -654815.125000 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -654815.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -654818.937500 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -654818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -654821.812500 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -654821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -654821.812500 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -654821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -654823.812500 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -654823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -654826.437500 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -654826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -654826.625000 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -654826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -654826.687500 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -654826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -654827.437500 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -654827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -654828.687500 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -654828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -654830.812500 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -654830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -654835.437500 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -654835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -654839.687500 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -654839.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -654845.437500 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -654845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -654846.750000 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -654846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -654850.687500 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -654850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -654854.250000 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -654854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -654854.250000 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -654854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -654857.312500 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -654857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -654860.250000 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -654860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -654861.187500 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -654861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -654862.625000 Penalty: 4117.923828
	Iteration 38Q: 3 clusters Score -654862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -654864.250000 Penalty: 4117.923828
	Iteration 39Q: 3 clusters Score -654864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -654864.625000 Penalty: 4117.923828
	Iteration 40F: 3 clusters Score -654864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -654864.312500 Penalty: 4117.923828
	Iteration 41Q: 3 clusters Score -654864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -654864.625000 Penalty: 4117.923828
	Iteration 42Q: 3 clusters Score -654864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -654864.625000 Penalty: 4117.923828
	Iteration 43F: 3 clusters Score -654864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -508094.718750 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -508094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -504037.656250 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -504037.7 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -505066.406250 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -505066.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -505567.718750 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -505567.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -506190.218750 Penalty: 4149.604004
	Iteration 3F: 3 clusters Score -506190.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -506681.437500 Penalty: 4149.604004
	Iteration 4F: 3 clusters Score -506681.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -506981.468750 Penalty: 4149.604004
	Iteration 5F: 3 clusters Score -506981.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -507188.968750 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -507189 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -507339.156250 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -507339.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -507467.406250 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -507467.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -507603.218750 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -507603.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -507710.781250 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -507710.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -507816.437500 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -507816.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -507950.500000 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -507950.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -508053.812500 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -508053.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -508140.125000 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -508140.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -508202.562500 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -508202.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -508240.343750 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -508240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -508267.125000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -508267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -508286.375000 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -508286.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -508300.843750 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -508300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -508313.937500 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -508313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -508318.500000 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -508318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -508322.593750 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -508322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -508324.875000 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -508324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -508327.281250 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -508327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -508330.406250 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -508330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -508331.750000 Penalty: 4149.604004
	Iteration 26Q: 3 clusters Score -508331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -508335.468750 Penalty: 4149.604004
	Iteration 27Q: 3 clusters Score -508335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -508339.906250 Penalty: 4149.604004
	Iteration 28Q: 3 clusters Score -508339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -508342.562500 Penalty: 4149.604004
	Iteration 29Q: 3 clusters Score -508342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -508345.843750 Penalty: 4149.604004
	Iteration 30Q: 3 clusters Score -508345.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -508354.000000 Penalty: 4149.604004
	Iteration 31Q: 3 clusters Score -508354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -508361.875000 Penalty: 4149.604004
	Iteration 32Q: 3 clusters Score -508361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -508366.312500 Penalty: 4149.604004
	Iteration 33Q: 3 clusters Score -508366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -508371.281250 Penalty: 4149.604004
	Iteration 34Q: 3 clusters Score -508371.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -508384.125000 Penalty: 4149.604004
	Iteration 35Q: 3 clusters Score -508384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -508391.125000 Penalty: 4149.604004
	Iteration 36Q: 3 clusters Score -508391.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -508399.906250 Penalty: 4149.604004
	Iteration 37Q: 3 clusters Score -508399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -508405.156250 Penalty: 4149.604004
	Iteration 38Q: 3 clusters Score -508405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -508416.531250 Penalty: 4149.604004
	Iteration 39Q: 3 clusters Score -508416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -508428.843750 Penalty: 4149.604004
	Iteration 40F: 3 clusters Score -508428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -508435.062500 Penalty: 4149.604004
	Iteration 41Q: 3 clusters Score -508435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -508440.906250 Penalty: 4149.604004
	Iteration 42Q: 3 clusters Score -508440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -508443.906250 Penalty: 4149.604004
	Iteration 43Q: 3 clusters Score -508443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -508448.906250 Penalty: 4149.604004
	Iteration 44Q: 3 clusters Score -508448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -508452.281250 Penalty: 4149.604004
	Iteration 45Q: 3 clusters Score -508452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -508456.218750 Penalty: 4149.604004
	Iteration 46Q: 3 clusters Score -508456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -508460.125000 Penalty: 4149.604004
	Iteration 47Q: 3 clusters Score -508460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508467.812500 Penalty: 4149.604004
	Iteration 48Q: 3 clusters Score -508467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508470.406250 Penalty: 4149.604004
	Iteration 49Q: 3 clusters Score -508470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508470.875000 Penalty: 4149.604004
	Iteration 50Q: 3 clusters Score -508470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -508471.500000 Penalty: 4149.604004
	Iteration 51Q: 3 clusters Score -508471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -508471.531250 Penalty: 4149.604004
	Iteration 52Q: 3 clusters Score -508471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -508471.531250 Penalty: 4149.604004
	Iteration 53F: 3 clusters Score -508471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 3289 members 
Entering Unmasked Estep 
Score: -134488128.000000 Penalty: 248604.390625
Splitting cluster 20 changes total score from -134488976.000000 to -134488128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Entering Unmasked Estep 
Score: -1167390.125000 Penalty: 2268.555420
	Iteration 0F: 2 clusters Score -1167390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1160073.000000 Penalty: 4537.110840
	Iteration 0F: 3 clusters Score -1160073 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1162297.250000 Penalty: 4537.110840
	Iteration 1F: 3 clusters Score -1162297 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1162691.000000 Penalty: 4537.110840
	Iteration 2F: 3 clusters Score -1162691 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1163064.875000 Penalty: 4537.110840
	Iteration 3F: 3 clusters Score -1163065 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1163463.750000 Penalty: 4537.110840
	Iteration 4F: 3 clusters Score -1163464 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1163834.125000 Penalty: 4537.110840
	Iteration 5F: 3 clusters Score -1163834 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1164137.875000 Penalty: 4537.110840
	Iteration 6Q: 3 clusters Score -1164138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1164374.625000 Penalty: 4537.110840
	Iteration 7Q: 3 clusters Score -1164375 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1164565.000000 Penalty: 4537.110840
	Iteration 8Q: 3 clusters Score -1164565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1164746.875000 Penalty: 4537.110840
	Iteration 9Q: 3 clusters Score -1164747 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1164918.000000 Penalty: 4537.110840
	Iteration 10Q: 3 clusters Score -1164918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1165096.250000 Penalty: 4537.110840
	Iteration 11Q: 3 clusters Score -1165096 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1165264.500000 Penalty: 4537.110840
	Iteration 12Q: 3 clusters Score -1165264 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1165439.625000 Penalty: 4537.110840
	Iteration 13Q: 3 clusters Score -1165440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1165578.750000 Penalty: 4537.110840
	Iteration 14Q: 3 clusters Score -1165579 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1165675.875000 Penalty: 4537.110840
	Iteration 15Q: 3 clusters Score -1165676 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1165746.750000 Penalty: 4537.110840
	Iteration 16Q: 3 clusters Score -1165747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1165814.500000 Penalty: 4537.110840
	Iteration 17Q: 3 clusters Score -1165814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1165864.750000 Penalty: 4537.110840
	Iteration 18Q: 3 clusters Score -1165865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1165920.000000 Penalty: 4537.110840
	Iteration 19Q: 3 clusters Score -1165920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1165981.750000 Penalty: 4537.110840
	Iteration 20F: 3 clusters Score -1165982 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1166043.375000 Penalty: 4537.110840
	Iteration 21Q: 3 clusters Score -1166043 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1166118.750000 Penalty: 4537.110840
	Iteration 22Q: 3 clusters Score -1166119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1166203.375000 Penalty: 4537.110840
	Iteration 23Q: 3 clusters Score -1166203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1166285.375000 Penalty: 4537.110840
	Iteration 24Q: 3 clusters Score -1166285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1166344.375000 Penalty: 4537.110840
	Iteration 25Q: 3 clusters Score -1166344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1166377.500000 Penalty: 4537.110840
	Iteration 26Q: 3 clusters Score -1166378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1166414.375000 Penalty: 4537.110840
	Iteration 27Q: 3 clusters Score -1166414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1166438.250000 Penalty: 4537.110840
	Iteration 28Q: 3 clusters Score -1166438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1166450.750000 Penalty: 4537.110840
	Iteration 29Q: 3 clusters Score -1166451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1166463.875000 Penalty: 4537.110840
	Iteration 30Q: 3 clusters Score -1166464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1166467.500000 Penalty: 4537.110840
	Iteration 31Q: 3 clusters Score -1166468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1166474.875000 Penalty: 4537.110840
	Iteration 32Q: 3 clusters Score -1166475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1166479.875000 Penalty: 4537.110840
	Iteration 33Q: 3 clusters Score -1166480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1166480.875000 Penalty: 4537.110840
	Iteration 34Q: 3 clusters Score -1166481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1166481.875000 Penalty: 4537.110840
	Iteration 35Q: 3 clusters Score -1166482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1166484.750000 Penalty: 4537.110840
	Iteration 36Q: 3 clusters Score -1166485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1166487.125000 Penalty: 4537.110840
	Iteration 37Q: 3 clusters Score -1166487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1166487.500000 Penalty: 4537.110840
	Iteration 38Q: 3 clusters Score -1166488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1166488.625000 Penalty: 4537.110840
	Iteration 39Q: 3 clusters Score -1166489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1166487.500000 Penalty: 4537.110840
	Iteration 40F: 3 clusters Score -1166488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Entering Unmasked Estep 
Score: -8272921.000000 Penalty: 2753.461914
	Iteration 0F: 2 clusters Score -8272921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -8228477.000000 Penalty: 5506.923828
	Iteration 0F: 3 clusters Score -8228477 nChanged 31034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8246735.500000 Penalty: 5506.923828
	Iteration 1F: 3 clusters Score -8246736 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -8248211.500000 Penalty: 5506.923828
	Iteration 2F: 3 clusters Score -8248212 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -8250026.000000 Penalty: 5506.923828
	Iteration 3F: 3 clusters Score -8250026 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8252216.000000 Penalty: 5506.923828
	Iteration 4F: 3 clusters Score -8252216 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8254572.500000 Penalty: 5506.923828
	Iteration 5F: 3 clusters Score -8254572 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8256651.500000 Penalty: 5506.923828
	Iteration 6F: 3 clusters Score -8256652 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8258578.000000 Penalty: 5506.923828
	Iteration 7F: 3 clusters Score -8258578 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8260306.000000 Penalty: 5506.923828
	Iteration 8Q: 3 clusters Score -8260306 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -8262204.500000 Penalty: 5506.923828
	Iteration 9Q: 3 clusters Score -8262204 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -8264458.000000 Penalty: 5506.923828
	Iteration 10Q: 3 clusters Score -8264458 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -8266774.500000 Penalty: 5506.923828
	Iteration 11Q: 3 clusters Score -8266774 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -8268497.000000 Penalty: 5506.923828
	Iteration 12Q: 3 clusters Score -8268497 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -8269416.500000 Penalty: 5506.923828
	Iteration 13Q: 3 clusters Score -8269416 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -8269889.000000 Penalty: 5506.923828
	Iteration 14Q: 3 clusters Score -8269889 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -8270268.500000 Penalty: 5506.923828
	Iteration 15Q: 3 clusters Score -8270268 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8270554.500000 Penalty: 5506.923828
	Iteration 16Q: 3 clusters Score -8270554 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -8270748.500000 Penalty: 5506.923828
	Iteration 17Q: 3 clusters Score -8270748 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -8270904.500000 Penalty: 5506.923828
	Iteration 18Q: 3 clusters Score -8270904 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -8271094.500000 Penalty: 5506.923828
	Iteration 19Q: 3 clusters Score -8271094 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -8271219.500000 Penalty: 5506.923828
	Iteration 20F: 3 clusters Score -8271220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -8271293.500000 Penalty: 5506.923828
	Iteration 21Q: 3 clusters Score -8271294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -8271365.000000 Penalty: 5506.923828
	Iteration 22Q: 3 clusters Score -8271365 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -8271426.500000 Penalty: 5506.923828
	Iteration 23Q: 3 clusters Score -8271426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -8271469.000000 Penalty: 5506.923828
	Iteration 24Q: 3 clusters Score -8271469 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -8271479.000000 Penalty: 5506.923828
	Iteration 25Q: 3 clusters Score -8271479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -8271486.000000 Penalty: 5506.923828
	Iteration 26Q: 3 clusters Score -8271486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8271501.000000 Penalty: 5506.923828
	Iteration 27Q: 3 clusters Score -8271501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -8271529.000000 Penalty: 5506.923828
	Iteration 28Q: 3 clusters Score -8271529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -8271528.500000 Penalty: 5506.923828
	Iteration 29Q: 3 clusters Score -8271528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -8271536.000000 Penalty: 5506.923828
	Iteration 30Q: 3 clusters Score -8271536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -8271548.000000 Penalty: 5506.923828
	Iteration 31Q: 3 clusters Score -8271548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -8271553.500000 Penalty: 5506.923828
	Iteration 32Q: 3 clusters Score -8271554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -8271574.000000 Penalty: 5506.923828
	Iteration 33Q: 3 clusters Score -8271574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8271577.000000 Penalty: 5506.923828
	Iteration 34Q: 3 clusters Score -8271577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -8271592.000000 Penalty: 5506.923828
	Iteration 35Q: 3 clusters Score -8271592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -8271603.500000 Penalty: 5506.923828
	Iteration 36Q: 3 clusters Score -8271604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -8271607.500000 Penalty: 5506.923828
	Iteration 37Q: 3 clusters Score -8271608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -8271615.000000 Penalty: 5506.923828
	Iteration 38Q: 3 clusters Score -8271615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -8271612.500000 Penalty: 5506.923828
	Iteration 39Q: 3 clusters Score -8271612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -8271613.000000 Penalty: 5506.923828
	Iteration 40F: 3 clusters Score -8271613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -8271599.500000 Penalty: 5506.923828
	Iteration 41Q: 3 clusters Score -8271600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -8271592.500000 Penalty: 5506.923828
	Iteration 42Q: 3 clusters Score -8271592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -8271599.500000 Penalty: 5506.923828
	Iteration 43Q: 3 clusters Score -8271600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -8271595.500000 Penalty: 5506.923828
	Iteration 44Q: 3 clusters Score -8271596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -8271598.000000 Penalty: 5506.923828
	Iteration 45Q: 3 clusters Score -8271598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -8271605.500000 Penalty: 5506.923828
	Iteration 46Q: 3 clusters Score -8271606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -8271615.000000 Penalty: 5506.923828
	Iteration 47Q: 3 clusters Score -8271615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8271595.000000 Penalty: 5506.923828
	Iteration 48Q: 3 clusters Score -8271595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8271597.500000 Penalty: 5506.923828
	Iteration 49Q: 3 clusters Score -8271598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -8271599.500000 Penalty: 5506.923828
	Iteration 50Q: 3 clusters Score -8271600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8271604.000000 Penalty: 5506.923828
	Iteration 51Q: 3 clusters Score -8271604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8271598.500000 Penalty: 5506.923828
	Iteration 52Q: 3 clusters Score -8271598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -8271602.000000 Penalty: 5506.923828
	Iteration 53Q: 3 clusters Score -8271602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -8271613.000000 Penalty: 5506.923828
	Iteration 54Q: 3 clusters Score -8271613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -8271609.000000 Penalty: 5506.923828
	Iteration 55Q: 3 clusters Score -8271609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -8271610.500000 Penalty: 5506.923828
	Iteration 56Q: 3 clusters Score -8271610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -8271619.500000 Penalty: 5506.923828
	Iteration 57Q: 3 clusters Score -8271620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -8271621.000000 Penalty: 5506.923828
	Iteration 58Q: 3 clusters Score -8271621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -8271624.500000 Penalty: 5506.923828
	Iteration 59Q: 3 clusters Score -8271624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -8271624.500000 Penalty: 5506.923828
	Iteration 60F: 3 clusters Score -8271624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Entering Unmasked Estep 
Score: -1377642.625000 Penalty: 2336.329102
	Iteration 0F: 2 clusters Score -1377643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1368388.000000 Penalty: 4672.658203
	Iteration 0F: 3 clusters Score -1368388 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1371339.875000 Penalty: 4672.658203
	Iteration 1F: 3 clusters Score -1371340 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1371916.125000 Penalty: 4672.658203
	Iteration 2F: 3 clusters Score -1371916 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1372470.625000 Penalty: 4672.658203
	Iteration 3F: 3 clusters Score -1372471 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1372996.000000 Penalty: 4672.658203
	Iteration 4F: 3 clusters Score -1372996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1373394.625000 Penalty: 4672.658203
	Iteration 5F: 3 clusters Score -1373395 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1373737.000000 Penalty: 4672.658203
	Iteration 6Q: 3 clusters Score -1373737 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1373993.750000 Penalty: 4672.658203
	Iteration 7Q: 3 clusters Score -1373994 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1374258.875000 Penalty: 4672.658203
	Iteration 8Q: 3 clusters Score -1374259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1374524.000000 Penalty: 4672.658203
	Iteration 9Q: 3 clusters Score -1374524 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1374777.750000 Penalty: 4672.658203
	Iteration 10Q: 3 clusters Score -1374778 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1375007.375000 Penalty: 4672.658203
	Iteration 11Q: 3 clusters Score -1375007 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1375214.375000 Penalty: 4672.658203
	Iteration 12Q: 3 clusters Score -1375214 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1375389.375000 Penalty: 4672.658203
	Iteration 13Q: 3 clusters Score -1375389 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1375544.250000 Penalty: 4672.658203
	Iteration 14Q: 3 clusters Score -1375544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1375676.000000 Penalty: 4672.658203
	Iteration 15Q: 3 clusters Score -1375676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1375771.000000 Penalty: 4672.658203
	Iteration 16Q: 3 clusters Score -1375771 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1375860.000000 Penalty: 4672.658203
	Iteration 17Q: 3 clusters Score -1375860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1375963.000000 Penalty: 4672.658203
	Iteration 18Q: 3 clusters Score -1375963 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1376047.750000 Penalty: 4672.658203
	Iteration 19Q: 3 clusters Score -1376048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1376119.000000 Penalty: 4672.658203
	Iteration 20F: 3 clusters Score -1376119 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1376177.500000 Penalty: 4672.658203
	Iteration 21Q: 3 clusters Score -1376178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1376239.125000 Penalty: 4672.658203
	Iteration 22Q: 3 clusters Score -1376239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1376292.375000 Penalty: 4672.658203
	Iteration 23Q: 3 clusters Score -1376292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1376332.000000 Penalty: 4672.658203
	Iteration 24Q: 3 clusters Score -1376332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1376364.625000 Penalty: 4672.658203
	Iteration 25Q: 3 clusters Score -1376365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1376383.125000 Penalty: 4672.658203
	Iteration 26Q: 3 clusters Score -1376383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1376388.750000 Penalty: 4672.658203
	Iteration 27Q: 3 clusters Score -1376389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1376393.500000 Penalty: 4672.658203
	Iteration 28Q: 3 clusters Score -1376394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1376402.750000 Penalty: 4672.658203
	Iteration 29Q: 3 clusters Score -1376403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1376408.750000 Penalty: 4672.658203
	Iteration 30Q: 3 clusters Score -1376409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1376411.625000 Penalty: 4672.658203
	Iteration 31Q: 3 clusters Score -1376412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1376417.000000 Penalty: 4672.658203
	Iteration 32Q: 3 clusters Score -1376417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1376421.000000 Penalty: 4672.658203
	Iteration 33Q: 3 clusters Score -1376421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1376420.750000 Penalty: 4672.658203
	Iteration 34Q: 3 clusters Score -1376421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1376420.375000 Penalty: 4672.658203
	Iteration 35Q: 3 clusters Score -1376420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1376423.375000 Penalty: 4672.658203
	Iteration 36Q: 3 clusters Score -1376423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1376425.125000 Penalty: 4672.658203
	Iteration 37Q: 3 clusters Score -1376425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1376426.000000 Penalty: 4672.658203
	Iteration 38Q: 3 clusters Score -1376426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1376427.375000 Penalty: 4672.658203
	Iteration 39Q: 3 clusters Score -1376427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1376429.750000 Penalty: 4672.658203
	Iteration 40F: 3 clusters Score -1376430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1376429.500000 Penalty: 4672.658203
	Iteration 41Q: 3 clusters Score -1376430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1376435.125000 Penalty: 4672.658203
	Iteration 42Q: 3 clusters Score -1376435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1376434.875000 Penalty: 4672.658203
	Iteration 43Q: 3 clusters Score -1376435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1376434.000000 Penalty: 4672.658203
	Iteration 44Q: 3 clusters Score -1376434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1376435.000000 Penalty: 4672.658203
	Iteration 45Q: 3 clusters Score -1376435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1376435.375000 Penalty: 4672.658203
	Iteration 46Q: 3 clusters Score -1376435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1376436.500000 Penalty: 4672.658203
	Iteration 47Q: 3 clusters Score -1376436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1376436.875000 Penalty: 4672.658203
	Iteration 48Q: 3 clusters Score -1376437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1376436.875000 Penalty: 4672.658203
	Iteration 49F: 3 clusters Score -1376437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -881921.437500 Penalty: 2199.715332
	Iteration 0F: 2 clusters Score -881921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -876093.625000 Penalty: 4399.430664
	Iteration 0F: 3 clusters Score -876093.6 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -877633.562500 Penalty: 4399.430664
	Iteration 1F: 3 clusters Score -877633.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -877965.062500 Penalty: 4399.430664
	Iteration 2F: 3 clusters Score -877965.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -878311.562500 Penalty: 4399.430664
	Iteration 3F: 3 clusters Score -878311.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -878608.812500 Penalty: 4399.430664
	Iteration 4F: 3 clusters Score -878608.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -878892.500000 Penalty: 4399.430664
	Iteration 5F: 3 clusters Score -878892.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -879189.750000 Penalty: 4399.430664
	Iteration 6F: 3 clusters Score -879189.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -879469.687500 Penalty: 4399.430664
	Iteration 7F: 3 clusters Score -879469.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -879746.250000 Penalty: 4399.430664
	Iteration 8Q: 3 clusters Score -879746.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -880014.187500 Penalty: 4399.430664
	Iteration 9Q: 3 clusters Score -880014.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -880281.375000 Penalty: 4399.430664
	Iteration 10Q: 3 clusters Score -880281.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -880491.500000 Penalty: 4399.430664
	Iteration 11Q: 3 clusters Score -880491.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -880633.375000 Penalty: 4399.430664
	Iteration 12Q: 3 clusters Score -880633.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -880715.312500 Penalty: 4399.430664
	Iteration 13Q: 3 clusters Score -880715.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -880772.437500 Penalty: 4399.430664
	Iteration 14Q: 3 clusters Score -880772.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -880812.375000 Penalty: 4399.430664
	Iteration 15Q: 3 clusters Score -880812.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -880843.687500 Penalty: 4399.430664
	Iteration 16Q: 3 clusters Score -880843.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -880870.125000 Penalty: 4399.430664
	Iteration 17Q: 3 clusters Score -880870.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -880892.312500 Penalty: 4399.430664
	Iteration 18Q: 3 clusters Score -880892.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -880913.375000 Penalty: 4399.430664
	Iteration 19Q: 3 clusters Score -880913.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -880928.437500 Penalty: 4399.430664
	Iteration 20F: 3 clusters Score -880928.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -880939.812500 Penalty: 4399.430664
	Iteration 21Q: 3 clusters Score -880939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -880946.937500 Penalty: 4399.430664
	Iteration 22Q: 3 clusters Score -880946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -880950.937500 Penalty: 4399.430664
	Iteration 23Q: 3 clusters Score -880950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -880953.500000 Penalty: 4399.430664
	Iteration 24Q: 3 clusters Score -880953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -880957.687500 Penalty: 4399.430664
	Iteration 25Q: 3 clusters Score -880957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -880957.437500 Penalty: 4399.430664
	Iteration 26Q: 3 clusters Score -880957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -880958.625000 Penalty: 4399.430664
	Iteration 27Q: 3 clusters Score -880958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -880959.187500 Penalty: 4399.430664
	Iteration 28Q: 3 clusters Score -880959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -880959.437500 Penalty: 4399.430664
	Iteration 29Q: 3 clusters Score -880959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -880959.437500 Penalty: 4399.430664
	Iteration 30F: 3 clusters Score -880959.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -331507.406250 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -331507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328415.906250 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -328415.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329086.593750 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -329086.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329244.500000 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -329244.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -329330.218750 Penalty: 3929.081543
	Iteration 3Q: 3 clusters Score -329330.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -329382.250000 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -329382.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -329416.718750 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -329416.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329450.062500 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -329450.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -329485.062500 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -329485.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -329524.937500 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -329524.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329589.375000 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -329589.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -329676.718750 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -329676.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -329751.406250 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -329751.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -329838.187500 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -329838.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -329906.468750 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -329906.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329952.125000 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -329952.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -329997.468750 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -329997.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330054.937500 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -330054.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330105.093750 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -330105.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330148.718750 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -330148.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330187.125000 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -330187.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330226.000000 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -330226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330247.843750 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -330247.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330268.500000 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -330268.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330280.125000 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -330280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330289.437500 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -330289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330302.468750 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -330302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330325.343750 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -330325.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -330347.875000 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -330347.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -330366.218750 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -330366.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -330376.937500 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -330376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -330385.375000 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -330385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330389.375000 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -330389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -330391.375000 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -330391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330395.250000 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -330395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -330400.500000 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -330400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330402.593750 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -330402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -330403.093750 Penalty: 3929.081543
	Iteration 36Q: 3 clusters Score -330403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330404.187500 Penalty: 3929.081543
	Iteration 37Q: 3 clusters Score -330404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -330404.531250 Penalty: 3929.081543
	Iteration 38Q: 3 clusters Score -330404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330407.781250 Penalty: 3929.081543
	Iteration 39Q: 3 clusters Score -330407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -330410.312500 Penalty: 3929.081543
	Iteration 40F: 3 clusters Score -330410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330412.375000 Penalty: 3929.081543
	Iteration 41Q: 3 clusters Score -330412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -330412.187500 Penalty: 3929.081543
	Iteration 42Q: 3 clusters Score -330412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -330413.093750 Penalty: 3929.081543
	Iteration 43Q: 3 clusters Score -330413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -330413.531250 Penalty: 3929.081543
	Iteration 44Q: 3 clusters Score -330413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -330413.531250 Penalty: 3929.081543
	Iteration 45F: 3 clusters Score -330413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -161274.296875 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -161274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159091.765625 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -159091.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159458.265625 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -159458.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159573.390625 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -159573.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159636.421875 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -159636.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159697.140625 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -159697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159738.359375 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -159738.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159776.078125 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -159776.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159797.859375 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -159797.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159818.937500 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -159818.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159837.890625 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -159837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159852.343750 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -159852.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159866.437500 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -159866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159883.984375 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -159884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159899.500000 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -159899.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159923.500000 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -159923.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159955.312500 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -159955.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160005.593750 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -160005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160055.609375 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -160055.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160112.875000 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -160112.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160181.812500 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -160181.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160254.312500 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -160254.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160337.109375 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -160337.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160449.968750 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -160450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160636.765625 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -160636.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -161113.093750 Penalty: 3579.488037
	Iteration 24Q: 3 clusters Score -161113.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -161330.265625 Penalty: 3579.488037
	Iteration 25Q: 3 clusters Score -161330.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161375.109375 Penalty: 3579.488037
	Iteration 26Q: 3 clusters Score -161375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161391.500000 Penalty: 3579.488037
	Iteration 27Q: 3 clusters Score -161391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161395.484375 Penalty: 3579.488037
	Iteration 28Q: 3 clusters Score -161395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161399.078125 Penalty: 3579.488037
	Iteration 29Q: 3 clusters Score -161399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161401.359375 Penalty: 3579.488037
	Iteration 30Q: 3 clusters Score -161401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161401.359375 Penalty: 3579.488037
	Iteration 31F: 3 clusters Score -161401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 485 members 
Entering Unmasked Estep 
Score: -134487472.000000 Penalty: 248604.390625
Splitting cluster 26 changes total score from -134488976.000000 to -134487472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -390555.937500 Penalty: 1995.305908
	Iteration 0F: 2 clusters Score -390555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -387210.906250 Penalty: 3990.611816
	Iteration 0F: 3 clusters Score -387210.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -387910.031250 Penalty: 3990.611816
	Iteration 1F: 3 clusters Score -387910 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388073.218750 Penalty: 3990.611816
	Iteration 2F: 3 clusters Score -388073.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -388165.250000 Penalty: 3990.611816
	Iteration 3Q: 3 clusters Score -388165.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -388221.468750 Penalty: 3990.611816
	Iteration 4Q: 3 clusters Score -388221.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388257.375000 Penalty: 3990.611816
	Iteration 5Q: 3 clusters Score -388257.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -388286.812500 Penalty: 3990.611816
	Iteration 6Q: 3 clusters Score -388286.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -388314.437500 Penalty: 3990.611816
	Iteration 7Q: 3 clusters Score -388314.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -388335.531250 Penalty: 3990.611816
	Iteration 8Q: 3 clusters Score -388335.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -388354.093750 Penalty: 3990.611816
	Iteration 9Q: 3 clusters Score -388354.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -388365.375000 Penalty: 3990.611816
	Iteration 10Q: 3 clusters Score -388365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -388374.562500 Penalty: 3990.611816
	Iteration 11Q: 3 clusters Score -388374.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -388383.156250 Penalty: 3990.611816
	Iteration 12Q: 3 clusters Score -388383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -388393.000000 Penalty: 3990.611816
	Iteration 13Q: 3 clusters Score -388393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -388399.062500 Penalty: 3990.611816
	Iteration 14Q: 3 clusters Score -388399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -388403.625000 Penalty: 3990.611816
	Iteration 15Q: 3 clusters Score -388403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -388407.437500 Penalty: 3990.611816
	Iteration 16Q: 3 clusters Score -388407.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -388414.281250 Penalty: 3990.611816
	Iteration 17Q: 3 clusters Score -388414.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -388420.437500 Penalty: 3990.611816
	Iteration 18Q: 3 clusters Score -388420.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -388429.531250 Penalty: 3990.611816
	Iteration 19Q: 3 clusters Score -388429.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -388443.656250 Penalty: 3990.611816
	Iteration 20F: 3 clusters Score -388443.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388458.875000 Penalty: 3990.611816
	Iteration 21Q: 3 clusters Score -388458.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388473.843750 Penalty: 3990.611816
	Iteration 22Q: 3 clusters Score -388473.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388485.906250 Penalty: 3990.611816
	Iteration 23Q: 3 clusters Score -388485.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388498.500000 Penalty: 3990.611816
	Iteration 24Q: 3 clusters Score -388498.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -388515.281250 Penalty: 3990.611816
	Iteration 25Q: 3 clusters Score -388515.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -388537.156250 Penalty: 3990.611816
	Iteration 26Q: 3 clusters Score -388537.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -388547.500000 Penalty: 3990.611816
	Iteration 27Q: 3 clusters Score -388547.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -388556.656250 Penalty: 3990.611816
	Iteration 28Q: 3 clusters Score -388556.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -388566.937500 Penalty: 3990.611816
	Iteration 29Q: 3 clusters Score -388566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -388575.250000 Penalty: 3990.611816
	Iteration 30Q: 3 clusters Score -388575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -388582.656250 Penalty: 3990.611816
	Iteration 31Q: 3 clusters Score -388582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -388586.406250 Penalty: 3990.611816
	Iteration 32Q: 3 clusters Score -388586.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -388594.437500 Penalty: 3990.611816
	Iteration 33Q: 3 clusters Score -388594.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -388605.781250 Penalty: 3990.611816
	Iteration 34Q: 3 clusters Score -388605.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388618.093750 Penalty: 3990.611816
	Iteration 35Q: 3 clusters Score -388618.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388633.218750 Penalty: 3990.611816
	Iteration 36Q: 3 clusters Score -388633.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388653.156250 Penalty: 3990.611816
	Iteration 37Q: 3 clusters Score -388653.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -388676.468750 Penalty: 3990.611816
	Iteration 38Q: 3 clusters Score -388676.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -388704.593750 Penalty: 3990.611816
	Iteration 39Q: 3 clusters Score -388704.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -388738.531250 Penalty: 3990.611816
	Iteration 40F: 3 clusters Score -388738.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -388779.468750 Penalty: 3990.611816
	Iteration 41Q: 3 clusters Score -388779.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388810.500000 Penalty: 3990.611816
	Iteration 42Q: 3 clusters Score -388810.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -388837.000000 Penalty: 3990.611816
	Iteration 43Q: 3 clusters Score -388837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -388872.125000 Penalty: 3990.611816
	Iteration 44Q: 3 clusters Score -388872.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -388896.125000 Penalty: 3990.611816
	Iteration 45Q: 3 clusters Score -388896.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -388918.437500 Penalty: 3990.611816
	Iteration 46Q: 3 clusters Score -388918.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -388938.312500 Penalty: 3990.611816
	Iteration 47Q: 3 clusters Score -388938.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -388957.937500 Penalty: 3990.611816
	Iteration 48Q: 3 clusters Score -388957.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388969.437500 Penalty: 3990.611816
	Iteration 49Q: 3 clusters Score -388969.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -388989.500000 Penalty: 3990.611816
	Iteration 50Q: 3 clusters Score -388989.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -389007.500000 Penalty: 3990.611816
	Iteration 51Q: 3 clusters Score -389007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -389017.531250 Penalty: 3990.611816
	Iteration 52Q: 3 clusters Score -389017.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -389025.000000 Penalty: 3990.611816
	Iteration 53Q: 3 clusters Score -389025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -389034.250000 Penalty: 3990.611816
	Iteration 54Q: 3 clusters Score -389034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -389043.781250 Penalty: 3990.611816
	Iteration 55Q: 3 clusters Score -389043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -389052.312500 Penalty: 3990.611816
	Iteration 56Q: 3 clusters Score -389052.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -389065.750000 Penalty: 3990.611816
	Iteration 57Q: 3 clusters Score -389065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389077.000000 Penalty: 3990.611816
	Iteration 58Q: 3 clusters Score -389077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -389089.156250 Penalty: 3990.611816
	Iteration 59Q: 3 clusters Score -389089.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -389100.750000 Penalty: 3990.611816
	Iteration 60F: 3 clusters Score -389100.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -389120.750000 Penalty: 3990.611816
	Iteration 61Q: 3 clusters Score -389120.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -389138.843750 Penalty: 3990.611816
	Iteration 62Q: 3 clusters Score -389138.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -389153.062500 Penalty: 3990.611816
	Iteration 63Q: 3 clusters Score -389153.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -389169.812500 Penalty: 3990.611816
	Iteration 64Q: 3 clusters Score -389169.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -389195.812500 Penalty: 3990.611816
	Iteration 65Q: 3 clusters Score -389195.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -389210.656250 Penalty: 3990.611816
	Iteration 66Q: 3 clusters Score -389210.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -389225.468750 Penalty: 3990.611816
	Iteration 67Q: 3 clusters Score -389225.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -389242.750000 Penalty: 3990.611816
	Iteration 68Q: 3 clusters Score -389242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -389255.906250 Penalty: 3990.611816
	Iteration 69Q: 3 clusters Score -389255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -389268.718750 Penalty: 3990.611816
	Iteration 70Q: 3 clusters Score -389268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -389276.437500 Penalty: 3990.611816
	Iteration 71Q: 3 clusters Score -389276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -389285.000000 Penalty: 3990.611816
	Iteration 72Q: 3 clusters Score -389285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -389291.625000 Penalty: 3990.611816
	Iteration 73Q: 3 clusters Score -389291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -389301.781250 Penalty: 3990.611816
	Iteration 74Q: 3 clusters Score -389301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -389307.718750 Penalty: 3990.611816
	Iteration 75Q: 3 clusters Score -389307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -389315.750000 Penalty: 3990.611816
	Iteration 76Q: 3 clusters Score -389315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -389326.500000 Penalty: 3990.611816
	Iteration 77Q: 3 clusters Score -389326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -389335.843750 Penalty: 3990.611816
	Iteration 78Q: 3 clusters Score -389335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -389341.875000 Penalty: 3990.611816
	Iteration 79Q: 3 clusters Score -389341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -389344.687500 Penalty: 3990.611816
	Iteration 80F: 3 clusters Score -389344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -389346.937500 Penalty: 3990.611816
	Iteration 81Q: 3 clusters Score -389346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -389348.062500 Penalty: 3990.611816
	Iteration 82Q: 3 clusters Score -389348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -389349.562500 Penalty: 3990.611816
	Iteration 83Q: 3 clusters Score -389349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -389351.031250 Penalty: 3990.611816
	Iteration 84Q: 3 clusters Score -389351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -389351.156250 Penalty: 3990.611816
	Iteration 85Q: 3 clusters Score -389351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -389352.281250 Penalty: 3990.611816
	Iteration 86Q: 3 clusters Score -389352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -389355.250000 Penalty: 3990.611816
	Iteration 87Q: 3 clusters Score -389355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -389357.375000 Penalty: 3990.611816
	Iteration 88Q: 3 clusters Score -389357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -389360.375000 Penalty: 3990.611816
	Iteration 89Q: 3 clusters Score -389360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -389362.562500 Penalty: 3990.611816
	Iteration 90Q: 3 clusters Score -389362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -389365.062500 Penalty: 3990.611816
	Iteration 91Q: 3 clusters Score -389365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -389368.718750 Penalty: 3990.611816
	Iteration 92Q: 3 clusters Score -389368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -389370.093750 Penalty: 3990.611816
	Iteration 93Q: 3 clusters Score -389370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -389370.500000 Penalty: 3990.611816
	Iteration 94Q: 3 clusters Score -389370.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -389370.500000 Penalty: 3990.611816
	Iteration 95F: 3 clusters Score -389370.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Entering Unmasked Estep 
Score: -3321059.000000 Penalty: 2532.284668
	Iteration 0F: 2 clusters Score -3321059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3302270.750000 Penalty: 5064.569336
	Iteration 0F: 3 clusters Score -3302271 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3309168.750000 Penalty: 5064.569336
	Iteration 1F: 3 clusters Score -3309169 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3310020.500000 Penalty: 5064.569336
	Iteration 2F: 3 clusters Score -3310020 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3310880.500000 Penalty: 5064.569336
	Iteration 3F: 3 clusters Score -3310880 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3311703.750000 Penalty: 5064.569336
	Iteration 4F: 3 clusters Score -3311704 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3312471.250000 Penalty: 5064.569336
	Iteration 5F: 3 clusters Score -3312471 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3313148.250000 Penalty: 5064.569336
	Iteration 6F: 3 clusters Score -3313148 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3313760.250000 Penalty: 5064.569336
	Iteration 7Q: 3 clusters Score -3313760 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3314294.000000 Penalty: 5064.569336
	Iteration 8Q: 3 clusters Score -3314294 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3314784.500000 Penalty: 5064.569336
	Iteration 9Q: 3 clusters Score -3314784 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3315245.250000 Penalty: 5064.569336
	Iteration 10Q: 3 clusters Score -3315245 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3315656.750000 Penalty: 5064.569336
	Iteration 11Q: 3 clusters Score -3315657 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3316030.750000 Penalty: 5064.569336
	Iteration 12Q: 3 clusters Score -3316031 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3316350.750000 Penalty: 5064.569336
	Iteration 13Q: 3 clusters Score -3316351 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3316626.250000 Penalty: 5064.569336
	Iteration 14Q: 3 clusters Score -3316626 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3316904.500000 Penalty: 5064.569336
	Iteration 15Q: 3 clusters Score -3316904 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3317119.500000 Penalty: 5064.569336
	Iteration 16Q: 3 clusters Score -3317120 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3317352.750000 Penalty: 5064.569336
	Iteration 17Q: 3 clusters Score -3317353 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3317537.750000 Penalty: 5064.569336
	Iteration 18Q: 3 clusters Score -3317538 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3317714.000000 Penalty: 5064.569336
	Iteration 19Q: 3 clusters Score -3317714 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3317893.500000 Penalty: 5064.569336
	Iteration 20F: 3 clusters Score -3317894 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3318079.000000 Penalty: 5064.569336
	Iteration 21Q: 3 clusters Score -3318079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3318257.000000 Penalty: 5064.569336
	Iteration 22Q: 3 clusters Score -3318257 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3318417.500000 Penalty: 5064.569336
	Iteration 23Q: 3 clusters Score -3318418 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3318555.250000 Penalty: 5064.569336
	Iteration 24Q: 3 clusters Score -3318555 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3318686.250000 Penalty: 5064.569336
	Iteration 25Q: 3 clusters Score -3318686 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3318802.750000 Penalty: 5064.569336
	Iteration 26Q: 3 clusters Score -3318803 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3318900.250000 Penalty: 5064.569336
	Iteration 27Q: 3 clusters Score -3318900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3318957.000000 Penalty: 5064.569336
	Iteration 28Q: 3 clusters Score -3318957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3319020.500000 Penalty: 5064.569336
	Iteration 29Q: 3 clusters Score -3319020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3319075.750000 Penalty: 5064.569336
	Iteration 30Q: 3 clusters Score -3319076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3319130.500000 Penalty: 5064.569336
	Iteration 31Q: 3 clusters Score -3319130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3319174.500000 Penalty: 5064.569336
	Iteration 32Q: 3 clusters Score -3319174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3319219.500000 Penalty: 5064.569336
	Iteration 33Q: 3 clusters Score -3319220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3319248.750000 Penalty: 5064.569336
	Iteration 34Q: 3 clusters Score -3319249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3319297.750000 Penalty: 5064.569336
	Iteration 35Q: 3 clusters Score -3319298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3319321.000000 Penalty: 5064.569336
	Iteration 36Q: 3 clusters Score -3319321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3319344.250000 Penalty: 5064.569336
	Iteration 37Q: 3 clusters Score -3319344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3319363.500000 Penalty: 5064.569336
	Iteration 38Q: 3 clusters Score -3319364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3319375.750000 Penalty: 5064.569336
	Iteration 39Q: 3 clusters Score -3319376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3319392.750000 Penalty: 5064.569336
	Iteration 40F: 3 clusters Score -3319393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3319391.000000 Penalty: 5064.569336
	Iteration 41Q: 3 clusters Score -3319391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3319402.000000 Penalty: 5064.569336
	Iteration 42Q: 3 clusters Score -3319402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3319402.750000 Penalty: 5064.569336
	Iteration 43Q: 3 clusters Score -3319403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3319409.000000 Penalty: 5064.569336
	Iteration 44Q: 3 clusters Score -3319409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3319414.250000 Penalty: 5064.569336
	Iteration 45Q: 3 clusters Score -3319414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3319424.500000 Penalty: 5064.569336
	Iteration 46Q: 3 clusters Score -3319424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3319420.250000 Penalty: 5064.569336
	Iteration 47Q: 3 clusters Score -3319420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3319422.250000 Penalty: 5064.569336
	Iteration 48Q: 3 clusters Score -3319422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3319429.250000 Penalty: 5064.569336
	Iteration 49Q: 3 clusters Score -3319429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3319427.750000 Penalty: 5064.569336
	Iteration 50Q: 3 clusters Score -3319428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3319428.500000 Penalty: 5064.569336
	Iteration 51Q: 3 clusters Score -3319428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3319436.000000 Penalty: 5064.569336
	Iteration 52Q: 3 clusters Score -3319436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3319430.500000 Penalty: 5064.569336
	Iteration 53Q: 3 clusters Score -3319430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3319430.000000 Penalty: 5064.569336
	Iteration 54Q: 3 clusters Score -3319430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3319434.250000 Penalty: 5064.569336
	Iteration 55Q: 3 clusters Score -3319434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3319437.750000 Penalty: 5064.569336
	Iteration 56Q: 3 clusters Score -3319438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3319442.000000 Penalty: 5064.569336
	Iteration 57Q: 3 clusters Score -3319442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3319438.750000 Penalty: 5064.569336
	Iteration 58Q: 3 clusters Score -3319439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3319441.500000 Penalty: 5064.569336
	Iteration 59Q: 3 clusters Score -3319442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3319444.500000 Penalty: 5064.569336
	Iteration 60F: 3 clusters Score -3319444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3319448.000000 Penalty: 5064.569336
	Iteration 61Q: 3 clusters Score -3319448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3319450.750000 Penalty: 5064.569336
	Iteration 62Q: 3 clusters Score -3319451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3319449.750000 Penalty: 5064.569336
	Iteration 63Q: 3 clusters Score -3319450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3319449.250000 Penalty: 5064.569336
	Iteration 64Q: 3 clusters Score -3319449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3319446.500000 Penalty: 5064.569336
	Iteration 65Q: 3 clusters Score -3319446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3319444.750000 Penalty: 5064.569336
	Iteration 66Q: 3 clusters Score -3319445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3319444.750000 Penalty: 5064.569336
	Iteration 67F: 3 clusters Score -3319445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -47248.363281 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -47248.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45850.480469 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -45850.48 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46346.691406 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -46346.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46609.273438 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -46609.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47003.292969 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -47003.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47576.648438 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -47576.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47997.074219 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -47997.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48221.085938 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -48221.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48293.542969 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -48293.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48302.113281 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -48302.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48322.839844 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -48322.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48336.121094 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -48336.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48341.972656 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -48341.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48345.074219 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -48345.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48345.074219 Penalty: 3096.142822
	Iteration 13F: 3 clusters Score -48345.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 259 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 255 members 
Entering Unmasked Estep 
Score: -134488080.000000 Penalty: 248604.390625
Splitting cluster 29 changes total score from -134488976.000000 to -134488080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Entering Unmasked Estep 
Score: -1462773.500000 Penalty: 2324.412109
	Iteration 0F: 2 clusters Score -1462774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1453948.625000 Penalty: 4648.824219
	Iteration 0F: 3 clusters Score -1453949 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1456476.250000 Penalty: 4648.824219
	Iteration 1F: 3 clusters Score -1456476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1456768.125000 Penalty: 4648.824219
	Iteration 2F: 3 clusters Score -1456768 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1456986.750000 Penalty: 4648.824219
	Iteration 3Q: 3 clusters Score -1456987 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1457160.250000 Penalty: 4648.824219
	Iteration 4Q: 3 clusters Score -1457160 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1457298.625000 Penalty: 4648.824219
	Iteration 5Q: 3 clusters Score -1457299 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1457426.875000 Penalty: 4648.824219
	Iteration 6Q: 3 clusters Score -1457427 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1457554.375000 Penalty: 4648.824219
	Iteration 7Q: 3 clusters Score -1457554 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1457686.375000 Penalty: 4648.824219
	Iteration 8Q: 3 clusters Score -1457686 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1457819.375000 Penalty: 4648.824219
	Iteration 9Q: 3 clusters Score -1457819 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1457970.125000 Penalty: 4648.824219
	Iteration 10Q: 3 clusters Score -1457970 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1458151.750000 Penalty: 4648.824219
	Iteration 11Q: 3 clusters Score -1458152 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1458328.250000 Penalty: 4648.824219
	Iteration 12Q: 3 clusters Score -1458328 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1458533.375000 Penalty: 4648.824219
	Iteration 13Q: 3 clusters Score -1458533 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1458741.250000 Penalty: 4648.824219
	Iteration 14Q: 3 clusters Score -1458741 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1458961.000000 Penalty: 4648.824219
	Iteration 15Q: 3 clusters Score -1458961 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1459213.875000 Penalty: 4648.824219
	Iteration 16Q: 3 clusters Score -1459214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1459435.000000 Penalty: 4648.824219
	Iteration 17Q: 3 clusters Score -1459435 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1459608.375000 Penalty: 4648.824219
	Iteration 18Q: 3 clusters Score -1459608 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1459727.500000 Penalty: 4648.824219
	Iteration 19Q: 3 clusters Score -1459728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1459825.250000 Penalty: 4648.824219
	Iteration 20F: 3 clusters Score -1459825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1459910.500000 Penalty: 4648.824219
	Iteration 21Q: 3 clusters Score -1459910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1459969.875000 Penalty: 4648.824219
	Iteration 22Q: 3 clusters Score -1459970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1460008.500000 Penalty: 4648.824219
	Iteration 23Q: 3 clusters Score -1460008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1460046.500000 Penalty: 4648.824219
	Iteration 24Q: 3 clusters Score -1460046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1460088.375000 Penalty: 4648.824219
	Iteration 25Q: 3 clusters Score -1460088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1460123.250000 Penalty: 4648.824219
	Iteration 26Q: 3 clusters Score -1460123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1460156.875000 Penalty: 4648.824219
	Iteration 27Q: 3 clusters Score -1460157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1460188.250000 Penalty: 4648.824219
	Iteration 28Q: 3 clusters Score -1460188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1460217.500000 Penalty: 4648.824219
	Iteration 29Q: 3 clusters Score -1460218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1460248.250000 Penalty: 4648.824219
	Iteration 30Q: 3 clusters Score -1460248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1460294.625000 Penalty: 4648.824219
	Iteration 31Q: 3 clusters Score -1460295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1460337.625000 Penalty: 4648.824219
	Iteration 32Q: 3 clusters Score -1460338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1460381.875000 Penalty: 4648.824219
	Iteration 33Q: 3 clusters Score -1460382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1460416.750000 Penalty: 4648.824219
	Iteration 34Q: 3 clusters Score -1460417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1460444.500000 Penalty: 4648.824219
	Iteration 35Q: 3 clusters Score -1460444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1460474.000000 Penalty: 4648.824219
	Iteration 36Q: 3 clusters Score -1460474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1460500.125000 Penalty: 4648.824219
	Iteration 37Q: 3 clusters Score -1460500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1460526.375000 Penalty: 4648.824219
	Iteration 38Q: 3 clusters Score -1460526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1460537.500000 Penalty: 4648.824219
	Iteration 39Q: 3 clusters Score -1460538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1460554.250000 Penalty: 4648.824219
	Iteration 40F: 3 clusters Score -1460554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1460571.125000 Penalty: 4648.824219
	Iteration 41Q: 3 clusters Score -1460571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1460590.375000 Penalty: 4648.824219
	Iteration 42Q: 3 clusters Score -1460590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1460604.500000 Penalty: 4648.824219
	Iteration 43Q: 3 clusters Score -1460604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1460617.875000 Penalty: 4648.824219
	Iteration 44Q: 3 clusters Score -1460618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1460623.375000 Penalty: 4648.824219
	Iteration 45Q: 3 clusters Score -1460623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1460636.125000 Penalty: 4648.824219
	Iteration 46Q: 3 clusters Score -1460636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1460646.750000 Penalty: 4648.824219
	Iteration 47Q: 3 clusters Score -1460647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1460653.750000 Penalty: 4648.824219
	Iteration 48Q: 3 clusters Score -1460654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1460663.125000 Penalty: 4648.824219
	Iteration 49Q: 3 clusters Score -1460663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1460667.625000 Penalty: 4648.824219
	Iteration 50Q: 3 clusters Score -1460668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1460676.000000 Penalty: 4648.824219
	Iteration 51Q: 3 clusters Score -1460676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1460684.500000 Penalty: 4648.824219
	Iteration 52Q: 3 clusters Score -1460684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1460692.125000 Penalty: 4648.824219
	Iteration 53Q: 3 clusters Score -1460692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1460699.500000 Penalty: 4648.824219
	Iteration 54Q: 3 clusters Score -1460700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1460708.125000 Penalty: 4648.824219
	Iteration 55Q: 3 clusters Score -1460708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1460716.750000 Penalty: 4648.824219
	Iteration 56Q: 3 clusters Score -1460717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1460731.875000 Penalty: 4648.824219
	Iteration 57Q: 3 clusters Score -1460732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1460738.125000 Penalty: 4648.824219
	Iteration 58Q: 3 clusters Score -1460738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1460747.625000 Penalty: 4648.824219
	Iteration 59Q: 3 clusters Score -1460748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1460748.000000 Penalty: 4648.824219
	Iteration 60F: 3 clusters Score -1460748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1460749.500000 Penalty: 4648.824219
	Iteration 61Q: 3 clusters Score -1460750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1460755.375000 Penalty: 4648.824219
	Iteration 62Q: 3 clusters Score -1460755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1460755.875000 Penalty: 4648.824219
	Iteration 63Q: 3 clusters Score -1460756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1460757.625000 Penalty: 4648.824219
	Iteration 64Q: 3 clusters Score -1460758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1460761.375000 Penalty: 4648.824219
	Iteration 65Q: 3 clusters Score -1460761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1460764.875000 Penalty: 4648.824219
	Iteration 66Q: 3 clusters Score -1460765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1460766.125000 Penalty: 4648.824219
	Iteration 67Q: 3 clusters Score -1460766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1460767.125000 Penalty: 4648.824219
	Iteration 68Q: 3 clusters Score -1460767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1460767.375000 Penalty: 4648.824219
	Iteration 69Q: 3 clusters Score -1460767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1460765.750000 Penalty: 4648.824219
	Iteration 70Q: 3 clusters Score -1460766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1460766.125000 Penalty: 4648.824219
	Iteration 71Q: 3 clusters Score -1460766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1460771.500000 Penalty: 4648.824219
	Iteration 72Q: 3 clusters Score -1460772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1460771.125000 Penalty: 4648.824219
	Iteration 73Q: 3 clusters Score -1460771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1460773.625000 Penalty: 4648.824219
	Iteration 74Q: 3 clusters Score -1460774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1460774.000000 Penalty: 4648.824219
	Iteration 75Q: 3 clusters Score -1460774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1460774.125000 Penalty: 4648.824219
	Iteration 76Q: 3 clusters Score -1460774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1460773.500000 Penalty: 4648.824219
	Iteration 77Q: 3 clusters Score -1460774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1460775.125000 Penalty: 4648.824219
	Iteration 78Q: 3 clusters Score -1460775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1460779.375000 Penalty: 4648.824219
	Iteration 79Q: 3 clusters Score -1460779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1460780.875000 Penalty: 4648.824219
	Iteration 80F: 3 clusters Score -1460781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1460782.750000 Penalty: 4648.824219
	Iteration 81Q: 3 clusters Score -1460783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1460786.375000 Penalty: 4648.824219
	Iteration 82Q: 3 clusters Score -1460786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1460787.375000 Penalty: 4648.824219
	Iteration 83Q: 3 clusters Score -1460787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1460786.625000 Penalty: 4648.824219
	Iteration 84Q: 3 clusters Score -1460787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1460786.875000 Penalty: 4648.824219
	Iteration 85Q: 3 clusters Score -1460787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1460786.875000 Penalty: 4648.824219
	Iteration 86F: 3 clusters Score -1460787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -276387.593750 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -276387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -273565.281250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -273565.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274116.250000 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -274116.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274251.406250 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -274251.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -274358.812500 Penalty: 3837.857666
	Iteration 3F: 3 clusters Score -274358.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -274438.781250 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -274438.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274492.687500 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -274492.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -274546.968750 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -274547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -274581.406250 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -274581.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274604.906250 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -274604.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -274622.187500 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -274622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -274640.031250 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -274640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274649.437500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -274649.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274661.468750 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -274661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -274669.031250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -274669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -274673.250000 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -274673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274673.937500 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -274673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -274675.875000 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -274675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274678.437500 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -274678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274679.625000 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -274679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -274680.406250 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -274680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -274682.093750 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -274682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -274685.406250 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -274685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274688.343750 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -274688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274690.500000 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -274690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -274692.281250 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -274692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -274694.531250 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -274694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274696.687500 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -274696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274698.718750 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -274698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274702.781250 Penalty: 3837.857666
	Iteration 28Q: 3 clusters Score -274702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -274705.906250 Penalty: 3837.857666
	Iteration 29Q: 3 clusters Score -274705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -274708.218750 Penalty: 3837.857666
	Iteration 30Q: 3 clusters Score -274708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274715.437500 Penalty: 3837.857666
	Iteration 31Q: 3 clusters Score -274715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -274724.937500 Penalty: 3837.857666
	Iteration 32Q: 3 clusters Score -274724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274734.750000 Penalty: 3837.857666
	Iteration 33Q: 3 clusters Score -274734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -274741.468750 Penalty: 3837.857666
	Iteration 34Q: 3 clusters Score -274741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -274748.281250 Penalty: 3837.857666
	Iteration 35Q: 3 clusters Score -274748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -274755.093750 Penalty: 3837.857666
	Iteration 36Q: 3 clusters Score -274755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -274761.781250 Penalty: 3837.857666
	Iteration 37Q: 3 clusters Score -274761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -274767.406250 Penalty: 3837.857666
	Iteration 38Q: 3 clusters Score -274767.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -274772.593750 Penalty: 3837.857666
	Iteration 39Q: 3 clusters Score -274772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274782.218750 Penalty: 3837.857666
	Iteration 40F: 3 clusters Score -274782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274788.218750 Penalty: 3837.857666
	Iteration 41Q: 3 clusters Score -274788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -274791.156250 Penalty: 3837.857666
	Iteration 42Q: 3 clusters Score -274791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -274794.218750 Penalty: 3837.857666
	Iteration 43Q: 3 clusters Score -274794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -274796.375000 Penalty: 3837.857666
	Iteration 44Q: 3 clusters Score -274796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274797.281250 Penalty: 3837.857666
	Iteration 45Q: 3 clusters Score -274797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274797.281250 Penalty: 3837.857666
	Iteration 46F: 3 clusters Score -274797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Entering Unmasked Estep 
Score: -8290024.000000 Penalty: 2757.341064
	Iteration 0F: 2 clusters Score -8290024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8244838.500000 Penalty: 5514.682129
	Iteration 0F: 3 clusters Score -8244838 nChanged 31507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -8262426.000000 Penalty: 5514.682129
	Iteration 1F: 3 clusters Score -8262426 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8263386.000000 Penalty: 5514.682129
	Iteration 2Q: 3 clusters Score -8263386 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -8264803.000000 Penalty: 5514.682129
	Iteration 3Q: 3 clusters Score -8264803 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8267057.500000 Penalty: 5514.682129
	Iteration 4F: 3 clusters Score -8267058 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -8270651.000000 Penalty: 5514.682129
	Iteration 5F: 3 clusters Score -8270651 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -8275041.500000 Penalty: 5514.682129
	Iteration 6F: 3 clusters Score -8275042 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -8279402.000000 Penalty: 5514.682129
	Iteration 7F: 3 clusters Score -8279402 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -8282883.500000 Penalty: 5514.682129
	Iteration 8F: 3 clusters Score -8282884 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -8285033.000000 Penalty: 5514.682129
	Iteration 9Q: 3 clusters Score -8285033 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -8286241.000000 Penalty: 5514.682129
	Iteration 10Q: 3 clusters Score -8286241 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -8286892.000000 Penalty: 5514.682129
	Iteration 11Q: 3 clusters Score -8286892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -8287191.500000 Penalty: 5514.682129
	Iteration 12Q: 3 clusters Score -8287192 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8287375.000000 Penalty: 5514.682129
	Iteration 13Q: 3 clusters Score -8287375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -8287457.500000 Penalty: 5514.682129
	Iteration 14Q: 3 clusters Score -8287458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -8287522.000000 Penalty: 5514.682129
	Iteration 15Q: 3 clusters Score -8287522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8287578.500000 Penalty: 5514.682129
	Iteration 16Q: 3 clusters Score -8287578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -8287617.000000 Penalty: 5514.682129
	Iteration 17Q: 3 clusters Score -8287617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -8287647.000000 Penalty: 5514.682129
	Iteration 18Q: 3 clusters Score -8287647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -8287672.000000 Penalty: 5514.682129
	Iteration 19Q: 3 clusters Score -8287672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8287706.500000 Penalty: 5514.682129
	Iteration 20F: 3 clusters Score -8287706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8287706.500000 Penalty: 5514.682129
	Iteration 21Q: 3 clusters Score -8287706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -8287713.000000 Penalty: 5514.682129
	Iteration 22Q: 3 clusters Score -8287713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -8287716.000000 Penalty: 5514.682129
	Iteration 23Q: 3 clusters Score -8287716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -8287727.500000 Penalty: 5514.682129
	Iteration 24Q: 3 clusters Score -8287728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8287732.000000 Penalty: 5514.682129
	Iteration 25Q: 3 clusters Score -8287732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8287738.500000 Penalty: 5514.682129
	Iteration 26Q: 3 clusters Score -8287738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8287742.000000 Penalty: 5514.682129
	Iteration 27Q: 3 clusters Score -8287742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8287737.500000 Penalty: 5514.682129
	Iteration 28Q: 3 clusters Score -8287738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8287741.000000 Penalty: 5514.682129
	Iteration 29Q: 3 clusters Score -8287741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -8287740.500000 Penalty: 5514.682129
	Iteration 30Q: 3 clusters Score -8287740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8287741.500000 Penalty: 5514.682129
	Iteration 31Q: 3 clusters Score -8287742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8287746.000000 Penalty: 5514.682129
	Iteration 32Q: 3 clusters Score -8287746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -8287750.500000 Penalty: 5514.682129
	Iteration 33Q: 3 clusters Score -8287750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -8287754.000000 Penalty: 5514.682129
	Iteration 34Q: 3 clusters Score -8287754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -8287759.500000 Penalty: 5514.682129
	Iteration 35Q: 3 clusters Score -8287760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -8287760.500000 Penalty: 5514.682129
	Iteration 36Q: 3 clusters Score -8287760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -8287761.500000 Penalty: 5514.682129
	Iteration 37Q: 3 clusters Score -8287762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8287761.000000 Penalty: 5514.682129
	Iteration 38Q: 3 clusters Score -8287761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8287761.000000 Penalty: 5514.682129
	Iteration 39F: 3 clusters Score -8287761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -360738.656250 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -360738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -357676.093750 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -357676.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -358268.218750 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -358268.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -358425.562500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -358425.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -358510.687500 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -358510.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -358563.281250 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -358563.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -358604.093750 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -358604.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -358626.937500 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -358626.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -358643.593750 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -358643.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -358663.156250 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -358663.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -358684.218750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -358684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -358699.468750 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -358699.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -358716.781250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -358716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -358733.812500 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -358733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -358744.406250 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -358744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -358749.812500 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -358749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -358754.968750 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -358755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -358763.250000 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -358763.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -358773.625000 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -358773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -358781.062500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -358781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -358787.875000 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -358787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -358791.125000 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -358791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -358793.875000 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -358793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -358796.593750 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -358796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -358802.718750 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -358802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -358809.312500 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -358809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -358817.125000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -358817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -358824.562500 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -358824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -358830.875000 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -358830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -358837.750000 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -358837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -358842.687500 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -358842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -358847.156250 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -358847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -358850.281250 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -358850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -358851.312500 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -358851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -358852.093750 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -358852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -358853.250000 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -358853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -358855.062500 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -358855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -358856.156250 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -358856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -358856.156250 Penalty: 3940.468262
	Iteration 37F: 3 clusters Score -358856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Entering Unmasked Estep 
Score: -4406415.000000 Penalty: 2597.611816
	Iteration 0F: 2 clusters Score -4406415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4382252.500000 Penalty: 5195.223633
	Iteration 0F: 3 clusters Score -4382252 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4391325.500000 Penalty: 5195.223633
	Iteration 1F: 3 clusters Score -4391326 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4392259.000000 Penalty: 5195.223633
	Iteration 2F: 3 clusters Score -4392259 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4393467.000000 Penalty: 5195.223633
	Iteration 3F: 3 clusters Score -4393467 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4395003.000000 Penalty: 5195.223633
	Iteration 4F: 3 clusters Score -4395003 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4396813.000000 Penalty: 5195.223633
	Iteration 5F: 3 clusters Score -4396813 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4398697.500000 Penalty: 5195.223633
	Iteration 6F: 3 clusters Score -4398698 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4400271.000000 Penalty: 5195.223633
	Iteration 7F: 3 clusters Score -4400271 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4401684.000000 Penalty: 5195.223633
	Iteration 8F: 3 clusters Score -4401684 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4402880.500000 Penalty: 5195.223633
	Iteration 9Q: 3 clusters Score -4402880 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4403712.000000 Penalty: 5195.223633
	Iteration 10Q: 3 clusters Score -4403712 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4404166.500000 Penalty: 5195.223633
	Iteration 11Q: 3 clusters Score -4404166 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4404444.000000 Penalty: 5195.223633
	Iteration 12Q: 3 clusters Score -4404444 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4404650.000000 Penalty: 5195.223633
	Iteration 13Q: 3 clusters Score -4404650 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4404805.000000 Penalty: 5195.223633
	Iteration 14Q: 3 clusters Score -4404805 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4404924.000000 Penalty: 5195.223633
	Iteration 15Q: 3 clusters Score -4404924 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4405016.000000 Penalty: 5195.223633
	Iteration 16Q: 3 clusters Score -4405016 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4405092.500000 Penalty: 5195.223633
	Iteration 17Q: 3 clusters Score -4405092 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4405163.500000 Penalty: 5195.223633
	Iteration 18Q: 3 clusters Score -4405164 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4405228.500000 Penalty: 5195.223633
	Iteration 19Q: 3 clusters Score -4405228 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4405275.500000 Penalty: 5195.223633
	Iteration 20F: 3 clusters Score -4405276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -4405324.000000 Penalty: 5195.223633
	Iteration 21Q: 3 clusters Score -4405324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4405372.000000 Penalty: 5195.223633
	Iteration 22Q: 3 clusters Score -4405372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4405396.500000 Penalty: 5195.223633
	Iteration 23Q: 3 clusters Score -4405396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4405432.500000 Penalty: 5195.223633
	Iteration 24Q: 3 clusters Score -4405432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4405444.500000 Penalty: 5195.223633
	Iteration 25Q: 3 clusters Score -4405444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4405462.000000 Penalty: 5195.223633
	Iteration 26Q: 3 clusters Score -4405462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4405479.500000 Penalty: 5195.223633
	Iteration 27Q: 3 clusters Score -4405480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4405481.500000 Penalty: 5195.223633
	Iteration 28Q: 3 clusters Score -4405482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4405485.000000 Penalty: 5195.223633
	Iteration 29Q: 3 clusters Score -4405485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4405496.500000 Penalty: 5195.223633
	Iteration 30Q: 3 clusters Score -4405496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4405498.000000 Penalty: 5195.223633
	Iteration 31Q: 3 clusters Score -4405498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4405512.000000 Penalty: 5195.223633
	Iteration 32Q: 3 clusters Score -4405512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4405529.500000 Penalty: 5195.223633
	Iteration 33Q: 3 clusters Score -4405530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4405547.500000 Penalty: 5195.223633
	Iteration 34Q: 3 clusters Score -4405548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4405554.000000 Penalty: 5195.223633
	Iteration 35Q: 3 clusters Score -4405554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4405564.500000 Penalty: 5195.223633
	Iteration 36Q: 3 clusters Score -4405564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4405562.000000 Penalty: 5195.223633
	Iteration 37Q: 3 clusters Score -4405562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4405554.500000 Penalty: 5195.223633
	Iteration 38Q: 3 clusters Score -4405554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4405573.000000 Penalty: 5195.223633
	Iteration 39Q: 3 clusters Score -4405573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4405574.500000 Penalty: 5195.223633
	Iteration 40F: 3 clusters Score -4405574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4405575.500000 Penalty: 5195.223633
	Iteration 41Q: 3 clusters Score -4405576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4405582.500000 Penalty: 5195.223633
	Iteration 42Q: 3 clusters Score -4405582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4405580.500000 Penalty: 5195.223633
	Iteration 43Q: 3 clusters Score -4405580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4405578.000000 Penalty: 5195.223633
	Iteration 44Q: 3 clusters Score -4405578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4405579.500000 Penalty: 5195.223633
	Iteration 45Q: 3 clusters Score -4405580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4405580.000000 Penalty: 5195.223633
	Iteration 46Q: 3 clusters Score -4405580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4405575.000000 Penalty: 5195.223633
	Iteration 47Q: 3 clusters Score -4405575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -4405577.000000 Penalty: 5195.223633
	Iteration 48Q: 3 clusters Score -4405577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4405581.500000 Penalty: 5195.223633
	Iteration 49Q: 3 clusters Score -4405582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4405585.500000 Penalty: 5195.223633
	Iteration 50Q: 3 clusters Score -4405586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4405587.500000 Penalty: 5195.223633
	Iteration 51Q: 3 clusters Score -4405588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4405584.500000 Penalty: 5195.223633
	Iteration 52Q: 3 clusters Score -4405584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4405586.000000 Penalty: 5195.223633
	Iteration 53Q: 3 clusters Score -4405586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4405586.000000 Penalty: 5195.223633
	Iteration 54F: 3 clusters Score -4405586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -77819.859375 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -77819.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76341.828125 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -76341.83 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76517.164062 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -76517.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76601.789062 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -76601.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76704.382812 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -76704.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76843.929688 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -76843.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76931.703125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -76931.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77042.820312 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -77042.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77092.578125 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -77092.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77117.226562 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -77117.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77154.859375 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -77154.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77187.632812 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -77187.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77228.351562 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -77228.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77251.664062 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -77251.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77258.804688 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -77258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77258.804688 Penalty: 3099.029297
	Iteration 14F: 3 clusters Score -77258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Entering Unmasked Estep 
Score: -1561387.125000 Penalty: 2339.126709
	Iteration 0F: 2 clusters Score -1561387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1552148.750000 Penalty: 4678.253418
	Iteration 0F: 3 clusters Score -1552149 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1554949.500000 Penalty: 4678.253418
	Iteration 1F: 3 clusters Score -1554950 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1555356.625000 Penalty: 4678.253418
	Iteration 2F: 3 clusters Score -1555357 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1555676.750000 Penalty: 4678.253418
	Iteration 3F: 3 clusters Score -1555677 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1555941.500000 Penalty: 4678.253418
	Iteration 4Q: 3 clusters Score -1555942 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1556199.000000 Penalty: 4678.253418
	Iteration 5Q: 3 clusters Score -1556199 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1556444.125000 Penalty: 4678.253418
	Iteration 6Q: 3 clusters Score -1556444 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1556676.375000 Penalty: 4678.253418
	Iteration 7Q: 3 clusters Score -1556676 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1556883.750000 Penalty: 4678.253418
	Iteration 8Q: 3 clusters Score -1556884 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1557095.250000 Penalty: 4678.253418
	Iteration 9Q: 3 clusters Score -1557095 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1557268.875000 Penalty: 4678.253418
	Iteration 10Q: 3 clusters Score -1557269 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1557399.750000 Penalty: 4678.253418
	Iteration 11Q: 3 clusters Score -1557400 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1557523.375000 Penalty: 4678.253418
	Iteration 12Q: 3 clusters Score -1557523 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1557622.125000 Penalty: 4678.253418
	Iteration 13Q: 3 clusters Score -1557622 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1557718.875000 Penalty: 4678.253418
	Iteration 14Q: 3 clusters Score -1557719 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1557793.500000 Penalty: 4678.253418
	Iteration 15Q: 3 clusters Score -1557794 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1557852.125000 Penalty: 4678.253418
	Iteration 16Q: 3 clusters Score -1557852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1557895.000000 Penalty: 4678.253418
	Iteration 17Q: 3 clusters Score -1557895 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1557936.625000 Penalty: 4678.253418
	Iteration 18Q: 3 clusters Score -1557937 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1557965.875000 Penalty: 4678.253418
	Iteration 19Q: 3 clusters Score -1557966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1557994.375000 Penalty: 4678.253418
	Iteration 20F: 3 clusters Score -1557994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1558025.500000 Penalty: 4678.253418
	Iteration 21Q: 3 clusters Score -1558026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1558049.875000 Penalty: 4678.253418
	Iteration 22Q: 3 clusters Score -1558050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1558076.500000 Penalty: 4678.253418
	Iteration 23Q: 3 clusters Score -1558076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1558102.375000 Penalty: 4678.253418
	Iteration 24Q: 3 clusters Score -1558102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1558123.500000 Penalty: 4678.253418
	Iteration 25Q: 3 clusters Score -1558124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1558142.625000 Penalty: 4678.253418
	Iteration 26Q: 3 clusters Score -1558143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1558158.500000 Penalty: 4678.253418
	Iteration 27Q: 3 clusters Score -1558158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1558177.625000 Penalty: 4678.253418
	Iteration 28Q: 3 clusters Score -1558178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1558195.500000 Penalty: 4678.253418
	Iteration 29Q: 3 clusters Score -1558196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1558212.000000 Penalty: 4678.253418
	Iteration 30Q: 3 clusters Score -1558212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1558232.625000 Penalty: 4678.253418
	Iteration 31Q: 3 clusters Score -1558233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1558252.625000 Penalty: 4678.253418
	Iteration 32Q: 3 clusters Score -1558253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1558271.125000 Penalty: 4678.253418
	Iteration 33Q: 3 clusters Score -1558271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1558290.750000 Penalty: 4678.253418
	Iteration 34Q: 3 clusters Score -1558291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1558323.125000 Penalty: 4678.253418
	Iteration 35Q: 3 clusters Score -1558323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1558358.875000 Penalty: 4678.253418
	Iteration 36Q: 3 clusters Score -1558359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1558393.125000 Penalty: 4678.253418
	Iteration 37Q: 3 clusters Score -1558393 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1558435.500000 Penalty: 4678.253418
	Iteration 38Q: 3 clusters Score -1558436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1558469.250000 Penalty: 4678.253418
	Iteration 39Q: 3 clusters Score -1558469 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1558509.750000 Penalty: 4678.253418
	Iteration 40F: 3 clusters Score -1558510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1558540.250000 Penalty: 4678.253418
	Iteration 41Q: 3 clusters Score -1558540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1558576.250000 Penalty: 4678.253418
	Iteration 42Q: 3 clusters Score -1558576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1558611.250000 Penalty: 4678.253418
	Iteration 43Q: 3 clusters Score -1558611 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1558640.375000 Penalty: 4678.253418
	Iteration 44Q: 3 clusters Score -1558640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1558678.500000 Penalty: 4678.253418
	Iteration 45Q: 3 clusters Score -1558678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1558723.625000 Penalty: 4678.253418
	Iteration 46Q: 3 clusters Score -1558724 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1558775.875000 Penalty: 4678.253418
	Iteration 47Q: 3 clusters Score -1558776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1558817.500000 Penalty: 4678.253418
	Iteration 48Q: 3 clusters Score -1558818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1558842.750000 Penalty: 4678.253418
	Iteration 49Q: 3 clusters Score -1558843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1558867.250000 Penalty: 4678.253418
	Iteration 50Q: 3 clusters Score -1558867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1558893.000000 Penalty: 4678.253418
	Iteration 51Q: 3 clusters Score -1558893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1558919.625000 Penalty: 4678.253418
	Iteration 52Q: 3 clusters Score -1558920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1558953.375000 Penalty: 4678.253418
	Iteration 53Q: 3 clusters Score -1558953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1558986.875000 Penalty: 4678.253418
	Iteration 54Q: 3 clusters Score -1558987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1559014.375000 Penalty: 4678.253418
	Iteration 55Q: 3 clusters Score -1559014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1559038.875000 Penalty: 4678.253418
	Iteration 56Q: 3 clusters Score -1559039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1559072.000000 Penalty: 4678.253418
	Iteration 57Q: 3 clusters Score -1559072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1559100.500000 Penalty: 4678.253418
	Iteration 58Q: 3 clusters Score -1559100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1559129.500000 Penalty: 4678.253418
	Iteration 59Q: 3 clusters Score -1559130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1559146.000000 Penalty: 4678.253418
	Iteration 60F: 3 clusters Score -1559146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1559163.500000 Penalty: 4678.253418
	Iteration 61Q: 3 clusters Score -1559164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1559183.500000 Penalty: 4678.253418
	Iteration 62Q: 3 clusters Score -1559184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1559203.375000 Penalty: 4678.253418
	Iteration 63Q: 3 clusters Score -1559203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1559225.625000 Penalty: 4678.253418
	Iteration 64Q: 3 clusters Score -1559226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1559244.500000 Penalty: 4678.253418
	Iteration 65Q: 3 clusters Score -1559244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1559257.125000 Penalty: 4678.253418
	Iteration 66Q: 3 clusters Score -1559257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1559271.375000 Penalty: 4678.253418
	Iteration 67Q: 3 clusters Score -1559271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1559287.250000 Penalty: 4678.253418
	Iteration 68Q: 3 clusters Score -1559287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1559305.375000 Penalty: 4678.253418
	Iteration 69Q: 3 clusters Score -1559305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1559322.000000 Penalty: 4678.253418
	Iteration 70Q: 3 clusters Score -1559322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1559328.000000 Penalty: 4678.253418
	Iteration 71Q: 3 clusters Score -1559328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1559333.875000 Penalty: 4678.253418
	Iteration 72Q: 3 clusters Score -1559334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1559343.625000 Penalty: 4678.253418
	Iteration 73Q: 3 clusters Score -1559344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1559354.750000 Penalty: 4678.253418
	Iteration 74Q: 3 clusters Score -1559355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1559370.625000 Penalty: 4678.253418
	Iteration 75Q: 3 clusters Score -1559371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1559375.500000 Penalty: 4678.253418
	Iteration 76Q: 3 clusters Score -1559376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1559389.125000 Penalty: 4678.253418
	Iteration 77Q: 3 clusters Score -1559389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1559398.750000 Penalty: 4678.253418
	Iteration 78Q: 3 clusters Score -1559399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1559410.375000 Penalty: 4678.253418
	Iteration 79Q: 3 clusters Score -1559410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1559417.875000 Penalty: 4678.253418
	Iteration 80F: 3 clusters Score -1559418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1559423.250000 Penalty: 4678.253418
	Iteration 81Q: 3 clusters Score -1559423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1559425.000000 Penalty: 4678.253418
	Iteration 82Q: 3 clusters Score -1559425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1559431.625000 Penalty: 4678.253418
	Iteration 83Q: 3 clusters Score -1559432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1559433.125000 Penalty: 4678.253418
	Iteration 84Q: 3 clusters Score -1559433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1559434.250000 Penalty: 4678.253418
	Iteration 85Q: 3 clusters Score -1559434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1559444.125000 Penalty: 4678.253418
	Iteration 86Q: 3 clusters Score -1559444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1559449.500000 Penalty: 4678.253418
	Iteration 87Q: 3 clusters Score -1559450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1559453.000000 Penalty: 4678.253418
	Iteration 88Q: 3 clusters Score -1559453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1559455.625000 Penalty: 4678.253418
	Iteration 89Q: 3 clusters Score -1559456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1559454.500000 Penalty: 4678.253418
	Iteration 90Q: 3 clusters Score -1559454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1559455.500000 Penalty: 4678.253418
	Iteration 91Q: 3 clusters Score -1559456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1559456.000000 Penalty: 4678.253418
	Iteration 92Q: 3 clusters Score -1559456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1559458.125000 Penalty: 4678.253418
	Iteration 93Q: 3 clusters Score -1559458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1559458.125000 Penalty: 4678.253418
	Iteration 94F: 3 clusters Score -1559458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -349752.906250 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -349752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346268.375000 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -346268.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -347183.156250 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -347183.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -347517.062500 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -347517.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -347799.437500 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -347799.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -348097.781250 Penalty: 4037.740967
	Iteration 4F: 3 clusters Score -348097.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -348406.250000 Penalty: 4037.740967
	Iteration 5F: 3 clusters Score -348406.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -348684.125000 Penalty: 4037.740967
	Iteration 6F: 3 clusters Score -348684.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -348921.062500 Penalty: 4037.740967
	Iteration 7F: 3 clusters Score -348921.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -349164.031250 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -349164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -349438.843750 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -349438.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -349688.968750 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -349689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -349837.250000 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -349837.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -349891.250000 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -349891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349934.750000 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -349934.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -349962.625000 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -349962.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -349981.062500 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -349981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -350001.343750 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -350001.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -350016.718750 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -350016.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -350031.750000 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -350031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350039.437500 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -350039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350050.375000 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -350050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -350059.968750 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -350060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -350066.062500 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -350066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -350069.343750 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -350069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -350069.343750 Penalty: 4037.740967
	Iteration 24F: 3 clusters Score -350069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 2217 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 1214 members 
Entering Unmasked Estep 
Score: -134487936.000000 Penalty: 248604.390625
Splitting cluster 37 changes total score from -134488976.000000 to -134487936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -228502.937500 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -228502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225946.281250 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -225946.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -226443.906250 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -226443.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226560.953125 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -226561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226605.484375 Penalty: 3742.250977
	Iteration 3Q: 3 clusters Score -226605.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226639.765625 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -226639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -226661.953125 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -226662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -226677.281250 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -226677.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226686.875000 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -226686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226694.640625 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -226694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226703.546875 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -226703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -226711.421875 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -226711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226713.906250 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -226713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -226717.906250 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -226717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226723.828125 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -226723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226730.140625 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -226730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -226735.031250 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -226735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -226739.718750 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -226739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226743.687500 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -226743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226749.828125 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -226749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226757.343750 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -226757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226769.875000 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -226769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226790.937500 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -226790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226807.234375 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -226807.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226827.296875 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -226827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226842.140625 Penalty: 3742.250977
	Iteration 24Q: 3 clusters Score -226842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226865.703125 Penalty: 3742.250977
	Iteration 25Q: 3 clusters Score -226865.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -226886.562500 Penalty: 3742.250977
	Iteration 26Q: 3 clusters Score -226886.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226898.968750 Penalty: 3742.250977
	Iteration 27Q: 3 clusters Score -226899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226912.562500 Penalty: 3742.250977
	Iteration 28Q: 3 clusters Score -226912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226924.203125 Penalty: 3742.250977
	Iteration 29Q: 3 clusters Score -226924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226940.796875 Penalty: 3742.250977
	Iteration 30Q: 3 clusters Score -226940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226954.750000 Penalty: 3742.250977
	Iteration 31Q: 3 clusters Score -226954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -226963.703125 Penalty: 3742.250977
	Iteration 32Q: 3 clusters Score -226963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226967.531250 Penalty: 3742.250977
	Iteration 33Q: 3 clusters Score -226967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226970.828125 Penalty: 3742.250977
	Iteration 34Q: 3 clusters Score -226970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226975.625000 Penalty: 3742.250977
	Iteration 35Q: 3 clusters Score -226975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -226978.281250 Penalty: 3742.250977
	Iteration 36Q: 3 clusters Score -226978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226981.734375 Penalty: 3742.250977
	Iteration 37Q: 3 clusters Score -226981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226984.375000 Penalty: 3742.250977
	Iteration 38Q: 3 clusters Score -226984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226985.250000 Penalty: 3742.250977
	Iteration 39Q: 3 clusters Score -226985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226986.687500 Penalty: 3742.250977
	Iteration 40F: 3 clusters Score -226986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226990.265625 Penalty: 3742.250977
	Iteration 41Q: 3 clusters Score -226990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226992.156250 Penalty: 3742.250977
	Iteration 42Q: 3 clusters Score -226992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226992.718750 Penalty: 3742.250977
	Iteration 43Q: 3 clusters Score -226992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -226993.156250 Penalty: 3742.250977
	Iteration 44Q: 3 clusters Score -226993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226993.515625 Penalty: 3742.250977
	Iteration 45Q: 3 clusters Score -226993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226996.578125 Penalty: 3742.250977
	Iteration 46Q: 3 clusters Score -226996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226998.812500 Penalty: 3742.250977
	Iteration 47Q: 3 clusters Score -226998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227000.843750 Penalty: 3742.250977
	Iteration 48Q: 3 clusters Score -227000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -227004.078125 Penalty: 3742.250977
	Iteration 49Q: 3 clusters Score -227004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227006.687500 Penalty: 3742.250977
	Iteration 50Q: 3 clusters Score -227006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227010.156250 Penalty: 3742.250977
	Iteration 51Q: 3 clusters Score -227010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227015.156250 Penalty: 3742.250977
	Iteration 52Q: 3 clusters Score -227015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227020.640625 Penalty: 3742.250977
	Iteration 53Q: 3 clusters Score -227020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227028.359375 Penalty: 3742.250977
	Iteration 54Q: 3 clusters Score -227028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -227033.781250 Penalty: 3742.250977
	Iteration 55Q: 3 clusters Score -227033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227036.203125 Penalty: 3742.250977
	Iteration 56Q: 3 clusters Score -227036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227040.218750 Penalty: 3742.250977
	Iteration 57Q: 3 clusters Score -227040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227045.906250 Penalty: 3742.250977
	Iteration 58Q: 3 clusters Score -227045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227052.062500 Penalty: 3742.250977
	Iteration 59Q: 3 clusters Score -227052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227060.203125 Penalty: 3742.250977
	Iteration 60F: 3 clusters Score -227060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227079.531250 Penalty: 3742.250977
	Iteration 61Q: 3 clusters Score -227079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227103.406250 Penalty: 3742.250977
	Iteration 62Q: 3 clusters Score -227103.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227128.203125 Penalty: 3742.250977
	Iteration 63Q: 3 clusters Score -227128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227149.015625 Penalty: 3742.250977
	Iteration 64Q: 3 clusters Score -227149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227160.140625 Penalty: 3742.250977
	Iteration 65Q: 3 clusters Score -227160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -227171.609375 Penalty: 3742.250977
	Iteration 66Q: 3 clusters Score -227171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -227177.296875 Penalty: 3742.250977
	Iteration 67Q: 3 clusters Score -227177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -227180.437500 Penalty: 3742.250977
	Iteration 68Q: 3 clusters Score -227180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227182.046875 Penalty: 3742.250977
	Iteration 69Q: 3 clusters Score -227182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227182.046875 Penalty: 3742.250977
	Iteration 70F: 3 clusters Score -227182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -665429.875000 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -665429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -660535.062500 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -660535.1 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -661815.312500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -661815.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -662085.250000 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -662085.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -662312.625000 Penalty: 4272.252441
	Iteration 3F: 3 clusters Score -662312.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -662507.375000 Penalty: 4272.252441
	Iteration 4F: 3 clusters Score -662507.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -662671.312500 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -662671.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -662821.500000 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -662821.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -662959.187500 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -662959.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -663136.125000 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -663136.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -663355.187500 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -663355.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -663618.812500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -663618.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -663904.875000 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -663904.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -664251.375000 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -664251.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -664624.187500 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -664624.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -665020.500000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -665020.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -665186.875000 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -665186.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -665257.125000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -665257.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -665294.687500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -665294.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -665308.812500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -665308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -665312.125000 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -665312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -665315.187500 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -665315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -665316.312500 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -665316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -665317.812500 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -665317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -665319.250000 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -665319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -665319.250000 Penalty: 4272.252441
	Iteration 24F: 3 clusters Score -665319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Entering Unmasked Estep 
Score: -1821718.250000 Penalty: 2379.202881
	Iteration 0F: 2 clusters Score -1821718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1811031.250000 Penalty: 4758.405762
	Iteration 0F: 3 clusters Score -1811031 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1814298.125000 Penalty: 4758.405762
	Iteration 1F: 3 clusters Score -1814298 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1814760.375000 Penalty: 4758.405762
	Iteration 2F: 3 clusters Score -1814760 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1815250.125000 Penalty: 4758.405762
	Iteration 3F: 3 clusters Score -1815250 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1815863.625000 Penalty: 4758.405762
	Iteration 4F: 3 clusters Score -1815864 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1816607.000000 Penalty: 4758.405762
	Iteration 5F: 3 clusters Score -1816607 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1817401.375000 Penalty: 4758.405762
	Iteration 6F: 3 clusters Score -1817401 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1818094.375000 Penalty: 4758.405762
	Iteration 7F: 3 clusters Score -1818094 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1818613.250000 Penalty: 4758.405762
	Iteration 8F: 3 clusters Score -1818613 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1818999.125000 Penalty: 4758.405762
	Iteration 9Q: 3 clusters Score -1818999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1819335.000000 Penalty: 4758.405762
	Iteration 10Q: 3 clusters Score -1819335 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1819643.000000 Penalty: 4758.405762
	Iteration 11Q: 3 clusters Score -1819643 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1819892.125000 Penalty: 4758.405762
	Iteration 12Q: 3 clusters Score -1819892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1820047.250000 Penalty: 4758.405762
	Iteration 13Q: 3 clusters Score -1820047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1820107.500000 Penalty: 4758.405762
	Iteration 14Q: 3 clusters Score -1820108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1820138.875000 Penalty: 4758.405762
	Iteration 15Q: 3 clusters Score -1820139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1820160.500000 Penalty: 4758.405762
	Iteration 16Q: 3 clusters Score -1820160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1820180.750000 Penalty: 4758.405762
	Iteration 17Q: 3 clusters Score -1820181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1820187.500000 Penalty: 4758.405762
	Iteration 18Q: 3 clusters Score -1820188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1820199.500000 Penalty: 4758.405762
	Iteration 19Q: 3 clusters Score -1820200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1820204.875000 Penalty: 4758.405762
	Iteration 20F: 3 clusters Score -1820205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1820209.375000 Penalty: 4758.405762
	Iteration 21Q: 3 clusters Score -1820209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1820209.625000 Penalty: 4758.405762
	Iteration 22Q: 3 clusters Score -1820210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1820210.625000 Penalty: 4758.405762
	Iteration 23Q: 3 clusters Score -1820211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1820212.625000 Penalty: 4758.405762
	Iteration 24Q: 3 clusters Score -1820213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1820216.500000 Penalty: 4758.405762
	Iteration 25Q: 3 clusters Score -1820216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1820216.500000 Penalty: 4758.405762
	Iteration 26Q: 3 clusters Score -1820216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1820216.625000 Penalty: 4758.405762
	Iteration 27Q: 3 clusters Score -1820217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1820215.125000 Penalty: 4758.405762
	Iteration 28Q: 3 clusters Score -1820215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1820214.750000 Penalty: 4758.405762
	Iteration 29Q: 3 clusters Score -1820215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1820220.625000 Penalty: 4758.405762
	Iteration 30Q: 3 clusters Score -1820221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1820216.750000 Penalty: 4758.405762
	Iteration 31Q: 3 clusters Score -1820217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1820217.125000 Penalty: 4758.405762
	Iteration 32Q: 3 clusters Score -1820217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1820218.000000 Penalty: 4758.405762
	Iteration 33Q: 3 clusters Score -1820218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1820216.125000 Penalty: 4758.405762
	Iteration 34Q: 3 clusters Score -1820216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1820215.250000 Penalty: 4758.405762
	Iteration 35Q: 3 clusters Score -1820215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1820218.625000 Penalty: 4758.405762
	Iteration 36Q: 3 clusters Score -1820219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1820218.750000 Penalty: 4758.405762
	Iteration 37Q: 3 clusters Score -1820219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1820221.125000 Penalty: 4758.405762
	Iteration 38Q: 3 clusters Score -1820221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1820219.625000 Penalty: 4758.405762
	Iteration 39Q: 3 clusters Score -1820220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1820220.125000 Penalty: 4758.405762
	Iteration 40F: 3 clusters Score -1820220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1820220.875000 Penalty: 4758.405762
	Iteration 41Q: 3 clusters Score -1820221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1820225.250000 Penalty: 4758.405762
	Iteration 42Q: 3 clusters Score -1820225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1820226.750000 Penalty: 4758.405762
	Iteration 43Q: 3 clusters Score -1820227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1820227.500000 Penalty: 4758.405762
	Iteration 44Q: 3 clusters Score -1820228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1820227.125000 Penalty: 4758.405762
	Iteration 45Q: 3 clusters Score -1820227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1820227.125000 Penalty: 4758.405762
	Iteration 46F: 3 clusters Score -1820227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -910053.750000 Penalty: 2213.842285
	Iteration 0F: 2 clusters Score -910053.8 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 3771 members 
Entering Unmasked Estep 
Score: -904018.687500 Penalty: 4427.684570
	Iteration 0F: 3 clusters Score -904018.7 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -905753.500000 Penalty: 4427.684570
	Iteration 1F: 3 clusters Score -905753.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -906130.125000 Penalty: 4427.684570
	Iteration 2F: 3 clusters Score -906130.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -906387.187500 Penalty: 4427.684570
	Iteration 3F: 3 clusters Score -906387.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -906612.562500 Penalty: 4427.684570
	Iteration 4Q: 3 clusters Score -906612.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -906822.812500 Penalty: 4427.684570
	Iteration 5Q: 3 clusters Score -906822.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -907021.500000 Penalty: 4427.684570
	Iteration 6Q: 3 clusters Score -907021.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -907243.375000 Penalty: 4427.684570
	Iteration 7Q: 3 clusters Score -907243.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -907474.125000 Penalty: 4427.684570
	Iteration 8Q: 3 clusters Score -907474.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -907684.687500 Penalty: 4427.684570
	Iteration 9Q: 3 clusters Score -907684.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -907882.312500 Penalty: 4427.684570
	Iteration 10Q: 3 clusters Score -907882.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -908092.125000 Penalty: 4427.684570
	Iteration 11Q: 3 clusters Score -908092.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -908293.375000 Penalty: 4427.684570
	Iteration 12Q: 3 clusters Score -908293.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -908456.875000 Penalty: 4427.684570
	Iteration 13Q: 3 clusters Score -908456.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -908592.500000 Penalty: 4427.684570
	Iteration 14Q: 3 clusters Score -908592.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -908698.437500 Penalty: 4427.684570
	Iteration 15Q: 3 clusters Score -908698.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -908777.562500 Penalty: 4427.684570
	Iteration 16Q: 3 clusters Score -908777.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -908834.875000 Penalty: 4427.684570
	Iteration 17Q: 3 clusters Score -908834.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -908883.375000 Penalty: 4427.684570
	Iteration 18Q: 3 clusters Score -908883.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -908921.812500 Penalty: 4427.684570
	Iteration 19Q: 3 clusters Score -908921.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -908943.437500 Penalty: 4427.684570
	Iteration 20F: 3 clusters Score -908943.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -908957.500000 Penalty: 4427.684570
	Iteration 21Q: 3 clusters Score -908957.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -908968.562500 Penalty: 4427.684570
	Iteration 22Q: 3 clusters Score -908968.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -908978.750000 Penalty: 4427.684570
	Iteration 23Q: 3 clusters Score -908978.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -908987.437500 Penalty: 4427.684570
	Iteration 24Q: 3 clusters Score -908987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -908992.937500 Penalty: 4427.684570
	Iteration 25Q: 3 clusters Score -908992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -909000.125000 Penalty: 4427.684570
	Iteration 26Q: 3 clusters Score -909000.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -909004.937500 Penalty: 4427.684570
	Iteration 27Q: 3 clusters Score -909004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -909012.562500 Penalty: 4427.684570
	Iteration 28Q: 3 clusters Score -909012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -909014.312500 Penalty: 4427.684570
	Iteration 29Q: 3 clusters Score -909014.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -909020.812500 Penalty: 4427.684570
	Iteration 30Q: 3 clusters Score -909020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -909024.750000 Penalty: 4427.684570
	Iteration 31Q: 3 clusters Score -909024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -909027.000000 Penalty: 4427.684570
	Iteration 32Q: 3 clusters Score -909027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -909029.437500 Penalty: 4427.684570
	Iteration 33Q: 3 clusters Score -909029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -909030.875000 Penalty: 4427.684570
	Iteration 34Q: 3 clusters Score -909030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -909033.000000 Penalty: 4427.684570
	Iteration 35Q: 3 clusters Score -909033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -909033.687500 Penalty: 4427.684570
	Iteration 36Q: 3 clusters Score -909033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -909032.687500 Penalty: 4427.684570
	Iteration 37Q: 3 clusters Score -909032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -909034.812500 Penalty: 4427.684570
	Iteration 38Q: 3 clusters Score -909034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -909040.562500 Penalty: 4427.684570
	Iteration 39Q: 3 clusters Score -909040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -909041.062500 Penalty: 4427.684570
	Iteration 40F: 3 clusters Score -909041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -909040.125000 Penalty: 4427.684570
	Iteration 41Q: 3 clusters Score -909040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -909039.562500 Penalty: 4427.684570
	Iteration 42Q: 3 clusters Score -909039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -909039.562500 Penalty: 4427.684570
	Iteration 43F: 3 clusters Score -909039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -883343.062500 Penalty: 2202.385254
	Iteration 0F: 2 clusters Score -883343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -877379.812500 Penalty: 4404.770508
	Iteration 0F: 3 clusters Score -877379.8 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -878969.750000 Penalty: 4404.770508
	Iteration 1F: 3 clusters Score -878969.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -879261.375000 Penalty: 4404.770508
	Iteration 2F: 3 clusters Score -879261.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -879481.500000 Penalty: 4404.770508
	Iteration 3F: 3 clusters Score -879481.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -879651.937500 Penalty: 4404.770508
	Iteration 4Q: 3 clusters Score -879651.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -879799.625000 Penalty: 4404.770508
	Iteration 5Q: 3 clusters Score -879799.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -879944.125000 Penalty: 4404.770508
	Iteration 6Q: 3 clusters Score -879944.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -880105.000000 Penalty: 4404.770508
	Iteration 7Q: 3 clusters Score -880105 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -880280.562500 Penalty: 4404.770508
	Iteration 8Q: 3 clusters Score -880280.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -880452.937500 Penalty: 4404.770508
	Iteration 9Q: 3 clusters Score -880452.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -880621.687500 Penalty: 4404.770508
	Iteration 10Q: 3 clusters Score -880621.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -880858.250000 Penalty: 4404.770508
	Iteration 11Q: 3 clusters Score -880858.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -881076.937500 Penalty: 4404.770508
	Iteration 12Q: 3 clusters Score -881076.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -881240.125000 Penalty: 4404.770508
	Iteration 13Q: 3 clusters Score -881240.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -881364.375000 Penalty: 4404.770508
	Iteration 14Q: 3 clusters Score -881364.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -881459.437500 Penalty: 4404.770508
	Iteration 15Q: 3 clusters Score -881459.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -881529.750000 Penalty: 4404.770508
	Iteration 16Q: 3 clusters Score -881529.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -881570.187500 Penalty: 4404.770508
	Iteration 17Q: 3 clusters Score -881570.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -881591.937500 Penalty: 4404.770508
	Iteration 18Q: 3 clusters Score -881591.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -881612.000000 Penalty: 4404.770508
	Iteration 19Q: 3 clusters Score -881612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -881627.062500 Penalty: 4404.770508
	Iteration 20F: 3 clusters Score -881627.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -881639.437500 Penalty: 4404.770508
	Iteration 21Q: 3 clusters Score -881639.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -881649.500000 Penalty: 4404.770508
	Iteration 22Q: 3 clusters Score -881649.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -881655.750000 Penalty: 4404.770508
	Iteration 23Q: 3 clusters Score -881655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -881656.562500 Penalty: 4404.770508
	Iteration 24Q: 3 clusters Score -881656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -881662.375000 Penalty: 4404.770508
	Iteration 25Q: 3 clusters Score -881662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -881661.375000 Penalty: 4404.770508
	Iteration 26Q: 3 clusters Score -881661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -881666.125000 Penalty: 4404.770508
	Iteration 27Q: 3 clusters Score -881666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -881668.687500 Penalty: 4404.770508
	Iteration 28Q: 3 clusters Score -881668.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -881670.125000 Penalty: 4404.770508
	Iteration 29Q: 3 clusters Score -881670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -881674.625000 Penalty: 4404.770508
	Iteration 30Q: 3 clusters Score -881674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -881678.312500 Penalty: 4404.770508
	Iteration 31Q: 3 clusters Score -881678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -881683.187500 Penalty: 4404.770508
	Iteration 32Q: 3 clusters Score -881683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -881689.937500 Penalty: 4404.770508
	Iteration 33Q: 3 clusters Score -881689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -881693.312500 Penalty: 4404.770508
	Iteration 34Q: 3 clusters Score -881693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -881695.000000 Penalty: 4404.770508
	Iteration 35Q: 3 clusters Score -881695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -881703.562500 Penalty: 4404.770508
	Iteration 36Q: 3 clusters Score -881703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -881704.875000 Penalty: 4404.770508
	Iteration 37Q: 3 clusters Score -881704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -881708.812500 Penalty: 4404.770508
	Iteration 38Q: 3 clusters Score -881708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -881714.625000 Penalty: 4404.770508
	Iteration 39Q: 3 clusters Score -881714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -881717.687500 Penalty: 4404.770508
	Iteration 40F: 3 clusters Score -881717.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -881721.062500 Penalty: 4404.770508
	Iteration 41Q: 3 clusters Score -881721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -881722.937500 Penalty: 4404.770508
	Iteration 42Q: 3 clusters Score -881722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -881727.375000 Penalty: 4404.770508
	Iteration 43Q: 3 clusters Score -881727.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -881736.750000 Penalty: 4404.770508
	Iteration 44Q: 3 clusters Score -881736.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -881742.687500 Penalty: 4404.770508
	Iteration 45Q: 3 clusters Score -881742.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -881750.875000 Penalty: 4404.770508
	Iteration 46Q: 3 clusters Score -881750.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -881754.437500 Penalty: 4404.770508
	Iteration 47Q: 3 clusters Score -881754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -881760.187500 Penalty: 4404.770508
	Iteration 48Q: 3 clusters Score -881760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -881765.250000 Penalty: 4404.770508
	Iteration 49Q: 3 clusters Score -881765.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -881769.500000 Penalty: 4404.770508
	Iteration 50Q: 3 clusters Score -881769.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -881781.125000 Penalty: 4404.770508
	Iteration 51Q: 3 clusters Score -881781.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -881789.562500 Penalty: 4404.770508
	Iteration 52Q: 3 clusters Score -881789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -881798.625000 Penalty: 4404.770508
	Iteration 53Q: 3 clusters Score -881798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -881806.812500 Penalty: 4404.770508
	Iteration 54Q: 3 clusters Score -881806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -881810.687500 Penalty: 4404.770508
	Iteration 55Q: 3 clusters Score -881810.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -881814.937500 Penalty: 4404.770508
	Iteration 56Q: 3 clusters Score -881814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -881820.000000 Penalty: 4404.770508
	Iteration 57Q: 3 clusters Score -881820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -881826.000000 Penalty: 4404.770508
	Iteration 58Q: 3 clusters Score -881826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -881834.812500 Penalty: 4404.770508
	Iteration 59Q: 3 clusters Score -881834.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -881846.500000 Penalty: 4404.770508
	Iteration 60F: 3 clusters Score -881846.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -881858.500000 Penalty: 4404.770508
	Iteration 61Q: 3 clusters Score -881858.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -881868.562500 Penalty: 4404.770508
	Iteration 62Q: 3 clusters Score -881868.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -881873.562500 Penalty: 4404.770508
	Iteration 63Q: 3 clusters Score -881873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -881876.187500 Penalty: 4404.770508
	Iteration 64Q: 3 clusters Score -881876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -881880.250000 Penalty: 4404.770508
	Iteration 65Q: 3 clusters Score -881880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -881881.125000 Penalty: 4404.770508
	Iteration 66Q: 3 clusters Score -881881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -881880.187500 Penalty: 4404.770508
	Iteration 67Q: 3 clusters Score -881880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -881880.187500 Penalty: 4404.770508
	Iteration 68F: 3 clusters Score -881880.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -299278.125000 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -299278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296240.125000 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -296240.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -296964.593750 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -296964.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297223.687500 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -297223.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297394.125000 Penalty: 3928.901611
	Iteration 3F: 3 clusters Score -297394.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -297517.562500 Penalty: 3928.901611
	Iteration 4Q: 3 clusters Score -297517.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -297612.218750 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -297612.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297663.593750 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -297663.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -297703.937500 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -297703.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297748.562500 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -297748.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -297790.375000 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -297790.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -297829.718750 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -297829.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297855.406250 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -297855.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297882.906250 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -297882.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -297907.250000 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -297907.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -297930.468750 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -297930.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297955.281250 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -297955.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -297973.531250 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -297973.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297998.875000 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -297998.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298021.812500 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -298021.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298054.218750 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -298054.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298074.218750 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -298074.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298091.781250 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -298091.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298105.500000 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -298105.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -298120.656250 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -298120.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -298136.750000 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -298136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -298145.062500 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -298145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -298148.593750 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -298148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -298152.062500 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -298152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -298156.531250 Penalty: 3928.901611
	Iteration 28Q: 3 clusters Score -298156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -298160.656250 Penalty: 3928.901611
	Iteration 29Q: 3 clusters Score -298160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -298168.968750 Penalty: 3928.901611
	Iteration 30Q: 3 clusters Score -298169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -298182.625000 Penalty: 3928.901611
	Iteration 31Q: 3 clusters Score -298182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298196.812500 Penalty: 3928.901611
	Iteration 32Q: 3 clusters Score -298196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298209.468750 Penalty: 3928.901611
	Iteration 33Q: 3 clusters Score -298209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -298212.937500 Penalty: 3928.901611
	Iteration 34Q: 3 clusters Score -298212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -298216.156250 Penalty: 3928.901611
	Iteration 35Q: 3 clusters Score -298216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -298219.281250 Penalty: 3928.901611
	Iteration 36Q: 3 clusters Score -298219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -298221.906250 Penalty: 3928.901611
	Iteration 37Q: 3 clusters Score -298221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298222.468750 Penalty: 3928.901611
	Iteration 38Q: 3 clusters Score -298222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298222.468750 Penalty: 3928.901611
	Iteration 39F: 3 clusters Score -298222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -404086.375000 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -404086.4 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 1607 members 
Entering Unmasked Estep 
Score: -400644.875000 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -400644.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -401316.593750 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -401316.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -401479.562500 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -401479.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -401578.375000 Penalty: 4015.416748
	Iteration 3Q: 3 clusters Score -401578.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -401639.343750 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -401639.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -401688.843750 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -401688.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -401732.875000 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -401732.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -401758.437500 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -401758.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -401780.531250 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -401780.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -401800.812500 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -401800.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -401818.093750 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -401818.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -401839.375000 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -401839.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -401854.625000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -401854.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -401876.468750 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -401876.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -401894.875000 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -401894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -401910.406250 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -401910.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -401922.156250 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -401922.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -401937.437500 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -401937.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -401948.468750 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -401948.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -401956.781250 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -401956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -401963.062500 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -401963.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -401966.687500 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -401966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -401968.812500 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -401968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -401973.343750 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -401973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401976.000000 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -401976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -401978.156250 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -401978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -401978.750000 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -401978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401981.156250 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -401981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -401983.000000 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -401983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -401985.187500 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -401985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401986.812500 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -401986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -401988.468750 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -401988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -401989.656250 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -401989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -401991.343750 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -401991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401991.375000 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -401991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401991.375000 Penalty: 4015.416748
	Iteration 35F: 3 clusters Score -401991.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -593848.750000 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -593848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -589452.125000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -589452.1 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -590489.500000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -590489.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -590694.250000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -590694.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -590822.437500 Penalty: 4208.395996
	Iteration 3Q: 3 clusters Score -590822.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -590921.625000 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -590921.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -591004.125000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -591004.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -591073.812500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -591073.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -591153.937500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -591153.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -591239.687500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -591239.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -591323.312500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -591323.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -591428.437500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -591428.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -591538.625000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -591538.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -591667.125000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -591667.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -591803.625000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -591803.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -591955.562500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -591955.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -592097.812500 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -592097.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -592204.875000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -592204.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -592279.937500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -592279.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -592338.937500 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -592338.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -592395.000000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -592395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -592439.562500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -592439.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -592474.687500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -592474.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -592508.562500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -592508.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -592542.375000 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -592542.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -592570.125000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -592570.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -592594.437500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -592594.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -592615.812500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -592615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -592625.187500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -592625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -592630.062500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -592630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -592630.500000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -592630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -592632.875000 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -592632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -592634.812500 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -592634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -592637.437500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -592637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -592641.125000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -592641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -592644.062500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -592644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -592647.625000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -592647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -592652.937500 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -592652.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -592656.500000 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -592656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -592659.937500 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -592659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -592662.187500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -592662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -592667.187500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -592667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -592669.250000 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -592669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -592673.812500 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -592673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -592675.562500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -592675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -592678.687500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -592678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -592681.625000 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -592681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -592682.875000 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -592682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -592685.125000 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -592685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -592687.500000 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -592687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -592689.375000 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -592689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -592692.875000 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -592692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -592695.937500 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -592695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -592698.687500 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -592698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -592699.625000 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -592699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -592701.875000 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -592701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -592703.562500 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -592703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -592703.562500 Penalty: 4208.395996
	Iteration 56F: 3 clusters Score -592703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (35088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Entering Unmasked Estep 
Score: -4442682.000000 Penalty: 2595.472412
	Iteration 0F: 2 clusters Score -4442682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4418749.500000 Penalty: 5190.944824
	Iteration 0F: 3 clusters Score -4418750 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4427653.000000 Penalty: 5190.944824
	Iteration 1F: 3 clusters Score -4427653 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4428184.500000 Penalty: 5190.944824
	Iteration 2Q: 3 clusters Score -4428184 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4428752.000000 Penalty: 5190.944824
	Iteration 3Q: 3 clusters Score -4428752 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4429382.500000 Penalty: 5190.944824
	Iteration 4Q: 3 clusters Score -4429382 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4430109.500000 Penalty: 5190.944824
	Iteration 5Q: 3 clusters Score -4430110 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4430918.000000 Penalty: 5190.944824
	Iteration 6Q: 3 clusters Score -4430918 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4431760.500000 Penalty: 5190.944824
	Iteration 7Q: 3 clusters Score -4431760 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -4432635.500000 Penalty: 5190.944824
	Iteration 8Q: 3 clusters Score -4432636 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4433523.000000 Penalty: 5190.944824
	Iteration 9Q: 3 clusters Score -4433523 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4434368.500000 Penalty: 5190.944824
	Iteration 10Q: 3 clusters Score -4434368 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4435313.000000 Penalty: 5190.944824
	Iteration 11Q: 3 clusters Score -4435313 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4436157.000000 Penalty: 5190.944824
	Iteration 12Q: 3 clusters Score -4436157 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4436779.500000 Penalty: 5190.944824
	Iteration 13Q: 3 clusters Score -4436780 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4437158.500000 Penalty: 5190.944824
	Iteration 14Q: 3 clusters Score -4437158 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -4437370.000000 Penalty: 5190.944824
	Iteration 15Q: 3 clusters Score -4437370 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4437532.500000 Penalty: 5190.944824
	Iteration 16Q: 3 clusters Score -4437532 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4437656.000000 Penalty: 5190.944824
	Iteration 17Q: 3 clusters Score -4437656 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4437802.000000 Penalty: 5190.944824
	Iteration 18Q: 3 clusters Score -4437802 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4437930.500000 Penalty: 5190.944824
	Iteration 19Q: 3 clusters Score -4437930 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4438061.000000 Penalty: 5190.944824
	Iteration 20F: 3 clusters Score -4438061 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4438156.000000 Penalty: 5190.944824
	Iteration 21Q: 3 clusters Score -4438156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4438235.000000 Penalty: 5190.944824
	Iteration 22Q: 3 clusters Score -4438235 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4438299.000000 Penalty: 5190.944824
	Iteration 23Q: 3 clusters Score -4438299 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4438384.000000 Penalty: 5190.944824
	Iteration 24Q: 3 clusters Score -4438384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4438466.500000 Penalty: 5190.944824
	Iteration 25Q: 3 clusters Score -4438466 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4438516.000000 Penalty: 5190.944824
	Iteration 26Q: 3 clusters Score -4438516 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4438606.000000 Penalty: 5190.944824
	Iteration 27Q: 3 clusters Score -4438606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4438681.500000 Penalty: 5190.944824
	Iteration 28Q: 3 clusters Score -4438682 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4438771.500000 Penalty: 5190.944824
	Iteration 29Q: 3 clusters Score -4438772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4438836.000000 Penalty: 5190.944824
	Iteration 30Q: 3 clusters Score -4438836 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4438890.000000 Penalty: 5190.944824
	Iteration 31Q: 3 clusters Score -4438890 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4438931.000000 Penalty: 5190.944824
	Iteration 32Q: 3 clusters Score -4438931 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4438998.000000 Penalty: 5190.944824
	Iteration 33Q: 3 clusters Score -4438998 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4439051.500000 Penalty: 5190.944824
	Iteration 34Q: 3 clusters Score -4439052 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4439099.500000 Penalty: 5190.944824
	Iteration 35Q: 3 clusters Score -4439100 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4439136.000000 Penalty: 5190.944824
	Iteration 36Q: 3 clusters Score -4439136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4439171.000000 Penalty: 5190.944824
	Iteration 37Q: 3 clusters Score -4439171 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4439207.500000 Penalty: 5190.944824
	Iteration 38Q: 3 clusters Score -4439208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4439256.500000 Penalty: 5190.944824
	Iteration 39Q: 3 clusters Score -4439256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4439300.000000 Penalty: 5190.944824
	Iteration 40F: 3 clusters Score -4439300 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4439323.000000 Penalty: 5190.944824
	Iteration 41Q: 3 clusters Score -4439323 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -4439370.000000 Penalty: 5190.944824
	Iteration 42Q: 3 clusters Score -4439370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4439394.000000 Penalty: 5190.944824
	Iteration 43Q: 3 clusters Score -4439394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4439408.000000 Penalty: 5190.944824
	Iteration 44Q: 3 clusters Score -4439408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4439431.000000 Penalty: 5190.944824
	Iteration 45Q: 3 clusters Score -4439431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4439451.500000 Penalty: 5190.944824
	Iteration 46Q: 3 clusters Score -4439452 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4439469.000000 Penalty: 5190.944824
	Iteration 47Q: 3 clusters Score -4439469 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4439500.000000 Penalty: 5190.944824
	Iteration 48Q: 3 clusters Score -4439500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4439522.500000 Penalty: 5190.944824
	Iteration 49Q: 3 clusters Score -4439522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4439534.500000 Penalty: 5190.944824
	Iteration 50Q: 3 clusters Score -4439534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4439551.500000 Penalty: 5190.944824
	Iteration 51Q: 3 clusters Score -4439552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4439570.000000 Penalty: 5190.944824
	Iteration 52Q: 3 clusters Score -4439570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4439589.500000 Penalty: 5190.944824
	Iteration 53Q: 3 clusters Score -4439590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4439613.000000 Penalty: 5190.944824
	Iteration 54Q: 3 clusters Score -4439613 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4439630.500000 Penalty: 5190.944824
	Iteration 55Q: 3 clusters Score -4439630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4439641.000000 Penalty: 5190.944824
	Iteration 56Q: 3 clusters Score -4439641 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4439668.000000 Penalty: 5190.944824
	Iteration 57Q: 3 clusters Score -4439668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4439678.000000 Penalty: 5190.944824
	Iteration 58Q: 3 clusters Score -4439678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4439699.500000 Penalty: 5190.944824
	Iteration 59Q: 3 clusters Score -4439700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4439703.500000 Penalty: 5190.944824
	Iteration 60F: 3 clusters Score -4439704 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4439725.500000 Penalty: 5190.944824
	Iteration 61Q: 3 clusters Score -4439726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4439746.000000 Penalty: 5190.944824
	Iteration 62Q: 3 clusters Score -4439746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4439758.500000 Penalty: 5190.944824
	Iteration 63Q: 3 clusters Score -4439758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4439772.000000 Penalty: 5190.944824
	Iteration 64Q: 3 clusters Score -4439772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4439795.500000 Penalty: 5190.944824
	Iteration 65Q: 3 clusters Score -4439796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4439831.000000 Penalty: 5190.944824
	Iteration 66Q: 3 clusters Score -4439831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4439860.000000 Penalty: 5190.944824
	Iteration 67Q: 3 clusters Score -4439860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4439888.500000 Penalty: 5190.944824
	Iteration 68Q: 3 clusters Score -4439888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4439936.000000 Penalty: 5190.944824
	Iteration 69Q: 3 clusters Score -4439936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4439962.000000 Penalty: 5190.944824
	Iteration 70Q: 3 clusters Score -4439962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4440002.500000 Penalty: 5190.944824
	Iteration 71Q: 3 clusters Score -4440002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4440042.000000 Penalty: 5190.944824
	Iteration 72Q: 3 clusters Score -4440042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4440055.000000 Penalty: 5190.944824
	Iteration 73Q: 3 clusters Score -4440055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4440082.500000 Penalty: 5190.944824
	Iteration 74Q: 3 clusters Score -4440082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4440098.000000 Penalty: 5190.944824
	Iteration 75Q: 3 clusters Score -4440098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4440129.000000 Penalty: 5190.944824
	Iteration 76Q: 3 clusters Score -4440129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4440145.000000 Penalty: 5190.944824
	Iteration 77Q: 3 clusters Score -4440145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4440143.000000 Penalty: 5190.944824
	Iteration 78Q: 3 clusters Score -4440143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4440149.000000 Penalty: 5190.944824
	Iteration 79Q: 3 clusters Score -4440149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4440158.500000 Penalty: 5190.944824
	Iteration 80F: 3 clusters Score -4440158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4440174.000000 Penalty: 5190.944824
	Iteration 81Q: 3 clusters Score -4440174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4440191.000000 Penalty: 5190.944824
	Iteration 82Q: 3 clusters Score -4440191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4440197.500000 Penalty: 5190.944824
	Iteration 83Q: 3 clusters Score -4440198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4440206.500000 Penalty: 5190.944824
	Iteration 84Q: 3 clusters Score -4440206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4440212.000000 Penalty: 5190.944824
	Iteration 85Q: 3 clusters Score -4440212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4440227.000000 Penalty: 5190.944824
	Iteration 86Q: 3 clusters Score -4440227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4440230.500000 Penalty: 5190.944824
	Iteration 87Q: 3 clusters Score -4440230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4440250.500000 Penalty: 5190.944824
	Iteration 88Q: 3 clusters Score -4440250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4440247.000000 Penalty: 5190.944824
	Iteration 89Q: 3 clusters Score -4440247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4440257.500000 Penalty: 5190.944824
	Iteration 90Q: 3 clusters Score -4440258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4440264.000000 Penalty: 5190.944824
	Iteration 91Q: 3 clusters Score -4440264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4440260.000000 Penalty: 5190.944824
	Iteration 92Q: 3 clusters Score -4440260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4440263.000000 Penalty: 5190.944824
	Iteration 93Q: 3 clusters Score -4440263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4440272.500000 Penalty: 5190.944824
	Iteration 94Q: 3 clusters Score -4440272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4440277.500000 Penalty: 5190.944824
	Iteration 95Q: 3 clusters Score -4440278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4440291.500000 Penalty: 5190.944824
	Iteration 96Q: 3 clusters Score -4440292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4440298.500000 Penalty: 5190.944824
	Iteration 97Q: 3 clusters Score -4440298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4440298.000000 Penalty: 5190.944824
	Iteration 98Q: 3 clusters Score -4440298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4440300.500000 Penalty: 5190.944824
	Iteration 99Q: 3 clusters Score -4440300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4440306.000000 Penalty: 5190.944824
	Iteration 100F: 3 clusters Score -4440306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4440306.500000 Penalty: 5190.944824
	Iteration 101Q: 3 clusters Score -4440306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4440308.000000 Penalty: 5190.944824
	Iteration 102Q: 3 clusters Score -4440308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4440306.500000 Penalty: 5190.944824
	Iteration 103Q: 3 clusters Score -4440306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4440306.500000 Penalty: 5190.944824
	Iteration 104F: 3 clusters Score -4440306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -123871.179688 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -123871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122106.289062 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -122106.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -122437.640625 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -122437.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122577.273438 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -122577.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122734.812500 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -122734.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122848.046875 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -122848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -122906.929688 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -122906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122961.117188 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -122961.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122996.546875 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -122996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123031.828125 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -123031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123071.757812 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -123071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123115.492188 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -123115.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123192.445312 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -123192.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123270.304688 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -123270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123329.953125 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -123330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -123407.078125 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -123407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123467.453125 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -123467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123529.046875 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -123529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -123610.546875 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -123610.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123652.632812 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -123652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123669.843750 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -123669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123692.500000 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -123692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123700.007812 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -123700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123701.570312 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -123701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123703.671875 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -123703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123703.671875 Penalty: 3313.081299
	Iteration 24F: 3 clusters Score -123703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Entering Unmasked Estep 
Score: -1489760.000000 Penalty: 2334.027588
	Iteration 0F: 2 clusters Score -1489760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1480700.125000 Penalty: 4668.055176
	Iteration 0F: 3 clusters Score -1480700 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1483500.250000 Penalty: 4668.055176
	Iteration 1F: 3 clusters Score -1483500 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1483852.125000 Penalty: 4668.055176
	Iteration 2F: 3 clusters Score -1483852 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1484130.125000 Penalty: 4668.055176
	Iteration 3Q: 3 clusters Score -1484130 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1484400.750000 Penalty: 4668.055176
	Iteration 4Q: 3 clusters Score -1484401 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1484660.750000 Penalty: 4668.055176
	Iteration 5Q: 3 clusters Score -1484661 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1484922.125000 Penalty: 4668.055176
	Iteration 6Q: 3 clusters Score -1484922 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1485247.125000 Penalty: 4668.055176
	Iteration 7Q: 3 clusters Score -1485247 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1485565.625000 Penalty: 4668.055176
	Iteration 8Q: 3 clusters Score -1485566 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1485857.750000 Penalty: 4668.055176
	Iteration 9Q: 3 clusters Score -1485858 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1486101.875000 Penalty: 4668.055176
	Iteration 10Q: 3 clusters Score -1486102 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1486286.000000 Penalty: 4668.055176
	Iteration 11Q: 3 clusters Score -1486286 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1486445.500000 Penalty: 4668.055176
	Iteration 12Q: 3 clusters Score -1486446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1486560.500000 Penalty: 4668.055176
	Iteration 13Q: 3 clusters Score -1486560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1486636.750000 Penalty: 4668.055176
	Iteration 14Q: 3 clusters Score -1486637 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1486701.750000 Penalty: 4668.055176
	Iteration 15Q: 3 clusters Score -1486702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1486749.000000 Penalty: 4668.055176
	Iteration 16Q: 3 clusters Score -1486749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1486801.625000 Penalty: 4668.055176
	Iteration 17Q: 3 clusters Score -1486802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1486840.375000 Penalty: 4668.055176
	Iteration 18Q: 3 clusters Score -1486840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1486879.375000 Penalty: 4668.055176
	Iteration 19Q: 3 clusters Score -1486879 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1486925.000000 Penalty: 4668.055176
	Iteration 20F: 3 clusters Score -1486925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1486976.125000 Penalty: 4668.055176
	Iteration 21Q: 3 clusters Score -1486976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1487015.250000 Penalty: 4668.055176
	Iteration 22Q: 3 clusters Score -1487015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1487056.625000 Penalty: 4668.055176
	Iteration 23Q: 3 clusters Score -1487057 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1487097.250000 Penalty: 4668.055176
	Iteration 24Q: 3 clusters Score -1487097 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1487142.875000 Penalty: 4668.055176
	Iteration 25Q: 3 clusters Score -1487143 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1487205.000000 Penalty: 4668.055176
	Iteration 26Q: 3 clusters Score -1487205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1487256.250000 Penalty: 4668.055176
	Iteration 27Q: 3 clusters Score -1487256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1487304.500000 Penalty: 4668.055176
	Iteration 28Q: 3 clusters Score -1487304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1487361.250000 Penalty: 4668.055176
	Iteration 29Q: 3 clusters Score -1487361 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1487415.375000 Penalty: 4668.055176
	Iteration 30Q: 3 clusters Score -1487415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1487467.125000 Penalty: 4668.055176
	Iteration 31Q: 3 clusters Score -1487467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1487519.250000 Penalty: 4668.055176
	Iteration 32Q: 3 clusters Score -1487519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1487566.375000 Penalty: 4668.055176
	Iteration 33Q: 3 clusters Score -1487566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1487616.500000 Penalty: 4668.055176
	Iteration 34Q: 3 clusters Score -1487616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1487654.250000 Penalty: 4668.055176
	Iteration 35Q: 3 clusters Score -1487654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1487685.625000 Penalty: 4668.055176
	Iteration 36Q: 3 clusters Score -1487686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1487715.375000 Penalty: 4668.055176
	Iteration 37Q: 3 clusters Score -1487715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1487739.875000 Penalty: 4668.055176
	Iteration 38Q: 3 clusters Score -1487740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1487768.750000 Penalty: 4668.055176
	Iteration 39Q: 3 clusters Score -1487769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1487788.500000 Penalty: 4668.055176
	Iteration 40F: 3 clusters Score -1487788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1487808.000000 Penalty: 4668.055176
	Iteration 41Q: 3 clusters Score -1487808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1487821.125000 Penalty: 4668.055176
	Iteration 42Q: 3 clusters Score -1487821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1487831.125000 Penalty: 4668.055176
	Iteration 43Q: 3 clusters Score -1487831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1487844.750000 Penalty: 4668.055176
	Iteration 44Q: 3 clusters Score -1487845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1487859.875000 Penalty: 4668.055176
	Iteration 45Q: 3 clusters Score -1487860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1487874.125000 Penalty: 4668.055176
	Iteration 46Q: 3 clusters Score -1487874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1487887.250000 Penalty: 4668.055176
	Iteration 47Q: 3 clusters Score -1487887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1487901.500000 Penalty: 4668.055176
	Iteration 48Q: 3 clusters Score -1487902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1487915.125000 Penalty: 4668.055176
	Iteration 49Q: 3 clusters Score -1487915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1487928.000000 Penalty: 4668.055176
	Iteration 50Q: 3 clusters Score -1487928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1487940.375000 Penalty: 4668.055176
	Iteration 51Q: 3 clusters Score -1487940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1487948.500000 Penalty: 4668.055176
	Iteration 52Q: 3 clusters Score -1487948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1487963.625000 Penalty: 4668.055176
	Iteration 53Q: 3 clusters Score -1487964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1487974.875000 Penalty: 4668.055176
	Iteration 54Q: 3 clusters Score -1487975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1487992.250000 Penalty: 4668.055176
	Iteration 55Q: 3 clusters Score -1487992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1487999.000000 Penalty: 4668.055176
	Iteration 56Q: 3 clusters Score -1487999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1488008.375000 Penalty: 4668.055176
	Iteration 57Q: 3 clusters Score -1488008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1488018.125000 Penalty: 4668.055176
	Iteration 58Q: 3 clusters Score -1488018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1488021.000000 Penalty: 4668.055176
	Iteration 59Q: 3 clusters Score -1488021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1488030.875000 Penalty: 4668.055176
	Iteration 60F: 3 clusters Score -1488031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1488035.000000 Penalty: 4668.055176
	Iteration 61Q: 3 clusters Score -1488035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1488036.750000 Penalty: 4668.055176
	Iteration 62Q: 3 clusters Score -1488037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1488038.250000 Penalty: 4668.055176
	Iteration 63Q: 3 clusters Score -1488038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1488037.500000 Penalty: 4668.055176
	Iteration 64Q: 3 clusters Score -1488038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1488038.125000 Penalty: 4668.055176
	Iteration 65Q: 3 clusters Score -1488038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1488041.000000 Penalty: 4668.055176
	Iteration 66Q: 3 clusters Score -1488041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1488043.750000 Penalty: 4668.055176
	Iteration 67Q: 3 clusters Score -1488044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1488042.000000 Penalty: 4668.055176
	Iteration 68Q: 3 clusters Score -1488042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1488041.375000 Penalty: 4668.055176
	Iteration 69Q: 3 clusters Score -1488041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1488041.375000 Penalty: 4668.055176
	Iteration 70F: 3 clusters Score -1488041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -426216.593750 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -426216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -422645.781250 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -422645.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -423377.750000 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -423377.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423556.000000 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -423556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -423656.093750 Penalty: 4042.632080
	Iteration 3Q: 3 clusters Score -423656.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -423715.906250 Penalty: 4042.632080
	Iteration 4Q: 3 clusters Score -423715.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -423769.156250 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -423769.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -423826.375000 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -423826.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -423875.812500 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -423875.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -423915.843750 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -423915.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -423950.218750 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -423950.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -423981.468750 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -423981.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -424012.781250 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -424012.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -424043.406250 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -424043.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -424087.968750 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -424088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -424124.500000 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -424124.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -424148.593750 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -424148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -424172.375000 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -424172.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -424189.531250 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -424189.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -424207.000000 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -424207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -424232.500000 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -424232.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -424260.937500 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -424260.9 nChanged 43
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: -424287.937500 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -424287.9 nChanged 35
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: -424313.218750 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -424313.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -424334.750000 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -424334.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -424349.062500 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -424349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -424361.750000 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -424361.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -424370.375000 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -424370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -424375.812500 Penalty: 4042.632080
	Iteration 27Q: 3 clusters Score -424375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -424379.843750 Penalty: 4042.632080
	Iteration 28Q: 3 clusters Score -424379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -424385.468750 Penalty: 4042.632080
	Iteration 29Q: 3 clusters Score -424385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -424389.156250 Penalty: 4042.632080
	Iteration 30Q: 3 clusters Score -424389.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -424395.812500 Penalty: 4042.632080
	Iteration 31Q: 3 clusters Score -424395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -424403.406250 Penalty: 4042.632080
	Iteration 32Q: 3 clusters Score -424403.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424410.437500 Penalty: 4042.632080
	Iteration 33Q: 3 clusters Score -424410.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -424416.000000 Penalty: 4042.632080
	Iteration 34Q: 3 clusters Score -424416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -424415.843750 Penalty: 4042.632080
	Iteration 35Q: 3 clusters Score -424415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -424417.281250 Penalty: 4042.632080
	Iteration 36Q: 3 clusters Score -424417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -424422.093750 Penalty: 4042.632080
	Iteration 37Q: 3 clusters Score -424422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424426.843750 Penalty: 4042.632080
	Iteration 38Q: 3 clusters Score -424426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -424428.812500 Penalty: 4042.632080
	Iteration 39Q: 3 clusters Score -424428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -424431.625000 Penalty: 4042.632080
	Iteration 40F: 3 clusters Score -424431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -424433.718750 Penalty: 4042.632080
	Iteration 41Q: 3 clusters Score -424433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -424436.218750 Penalty: 4042.632080
	Iteration 42Q: 3 clusters Score -424436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424437.093750 Penalty: 4042.632080
	Iteration 43Q: 3 clusters Score -424437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -424439.375000 Penalty: 4042.632080
	Iteration 44Q: 3 clusters Score -424439.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424445.125000 Penalty: 4042.632080
	Iteration 45Q: 3 clusters Score -424445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -424448.625000 Penalty: 4042.632080
	Iteration 46Q: 3 clusters Score -424448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -424455.437500 Penalty: 4042.632080
	Iteration 47Q: 3 clusters Score -424455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -424457.906250 Penalty: 4042.632080
	Iteration 48Q: 3 clusters Score -424457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -424462.437500 Penalty: 4042.632080
	Iteration 49Q: 3 clusters Score -424462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424463.843750 Penalty: 4042.632080
	Iteration 50Q: 3 clusters Score -424463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -424465.125000 Penalty: 4042.632080
	Iteration 51Q: 3 clusters Score -424465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -424465.906250 Penalty: 4042.632080
	Iteration 52Q: 3 clusters Score -424465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -424466.375000 Penalty: 4042.632080
	Iteration 53Q: 3 clusters Score -424466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -424467.156250 Penalty: 4042.632080
	Iteration 54Q: 3 clusters Score -424467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -424468.156250 Penalty: 4042.632080
	Iteration 55Q: 3 clusters Score -424468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -424468.875000 Penalty: 4042.632080
	Iteration 56Q: 3 clusters Score -424468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -424469.968750 Penalty: 4042.632080
	Iteration 57Q: 3 clusters Score -424470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -424470.093750 Penalty: 4042.632080
	Iteration 58Q: 3 clusters Score -424470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -424469.656250 Penalty: 4042.632080
	Iteration 59Q: 3 clusters Score -424469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -424469.656250 Penalty: 4042.632080
	Iteration 60F: 3 clusters Score -424469.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -323951.812500 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -323951.8 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 1317 members 
Entering Unmasked Estep 
Score: -320958.437500 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -320958.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -321533.093750 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -321533.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -321657.625000 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -321657.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321717.656250 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -321717.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -321768.562500 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -321768.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321823.000000 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -321823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -321884.781250 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -321884.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -321932.281250 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -321932.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321986.218750 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -321986.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -322031.406250 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -322031.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -322077.750000 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -322077.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -322125.218750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -322125.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -322178.750000 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -322178.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -322235.625000 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -322235.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -322292.093750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -322292.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322354.218750 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -322354.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -322431.968750 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -322432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -322509.937500 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -322509.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -322578.968750 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -322579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322651.875000 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -322651.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322714.968750 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -322715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -322763.062500 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -322763.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322804.125000 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -322804.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -322834.593750 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -322834.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -322856.187500 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -322856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -322877.312500 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -322877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -322886.937500 Penalty: 3907.752930
	Iteration 26Q: 3 clusters Score -322886.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -322895.187500 Penalty: 3907.752930
	Iteration 27Q: 3 clusters Score -322895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322902.937500 Penalty: 3907.752930
	Iteration 28Q: 3 clusters Score -322902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -322905.781250 Penalty: 3907.752930
	Iteration 29Q: 3 clusters Score -322905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -322907.062500 Penalty: 3907.752930
	Iteration 30Q: 3 clusters Score -322907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -322907.875000 Penalty: 3907.752930
	Iteration 31Q: 3 clusters Score -322907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -322908.468750 Penalty: 3907.752930
	Iteration 32Q: 3 clusters Score -322908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -322908.468750 Penalty: 3907.752930
	Iteration 33F: 3 clusters Score -322908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -628480.437500 Penalty: 2119.979492
	Iteration 0F: 2 clusters Score -628480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -623850.875000 Penalty: 4239.958984
	Iteration 0F: 3 clusters Score -623850.9 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -624928.937500 Penalty: 4239.958984
	Iteration 1F: 3 clusters Score -624928.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -625132.500000 Penalty: 4239.958984
	Iteration 2F: 3 clusters Score -625132.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -625262.625000 Penalty: 4239.958984
	Iteration 3Q: 3 clusters Score -625262.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625361.312500 Penalty: 4239.958984
	Iteration 4Q: 3 clusters Score -625361.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -625467.375000 Penalty: 4239.958984
	Iteration 5Q: 3 clusters Score -625467.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -625601.937500 Penalty: 4239.958984
	Iteration 6Q: 3 clusters Score -625601.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -625751.687500 Penalty: 4239.958984
	Iteration 7Q: 3 clusters Score -625751.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -625942.000000 Penalty: 4239.958984
	Iteration 8Q: 3 clusters Score -625942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -626189.500000 Penalty: 4239.958984
	Iteration 9Q: 3 clusters Score -626189.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -626446.437500 Penalty: 4239.958984
	Iteration 10F: 3 clusters Score -626446.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -626629.000000 Penalty: 4239.958984
	Iteration 11Q: 3 clusters Score -626629 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -626756.687500 Penalty: 4239.958984
	Iteration 12Q: 3 clusters Score -626756.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -626835.250000 Penalty: 4239.958984
	Iteration 13Q: 3 clusters Score -626835.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -626889.875000 Penalty: 4239.958984
	Iteration 14Q: 3 clusters Score -626889.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -626925.500000 Penalty: 4239.958984
	Iteration 15Q: 3 clusters Score -626925.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -626949.500000 Penalty: 4239.958984
	Iteration 16Q: 3 clusters Score -626949.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -626969.250000 Penalty: 4239.958984
	Iteration 17Q: 3 clusters Score -626969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -626980.125000 Penalty: 4239.958984
	Iteration 18Q: 3 clusters Score -626980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -626986.750000 Penalty: 4239.958984
	Iteration 19Q: 3 clusters Score -626986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -626994.750000 Penalty: 4239.958984
	Iteration 20F: 3 clusters Score -626994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -626999.750000 Penalty: 4239.958984
	Iteration 21Q: 3 clusters Score -626999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -627000.750000 Penalty: 4239.958984
	Iteration 22Q: 3 clusters Score -627000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -627004.250000 Penalty: 4239.958984
	Iteration 23Q: 3 clusters Score -627004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -627007.250000 Penalty: 4239.958984
	Iteration 24Q: 3 clusters Score -627007.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627011.437500 Penalty: 4239.958984
	Iteration 25Q: 3 clusters Score -627011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -627012.500000 Penalty: 4239.958984
	Iteration 26Q: 3 clusters Score -627012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -627012.687500 Penalty: 4239.958984
	Iteration 27Q: 3 clusters Score -627012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -627012.125000 Penalty: 4239.958984
	Iteration 28Q: 3 clusters Score -627012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -627012.125000 Penalty: 4239.958984
	Iteration 29F: 3 clusters Score -627012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41409.492188 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -41409.49 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 216 members 
Entering Unmasked Estep 
Score: -40081.316406 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -40081.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40372.894531 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -40372.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40534.722656 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -40534.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40640.210938 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -40640.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40702.453125 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -40702.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40803.605469 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -40803.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40898.101562 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -40898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41022.171875 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -41022.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41145.929688 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -41145.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41170.960938 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -41170.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41180.285156 Penalty: 2999.496582
	Iteration 10F: 3 clusters Score -41180.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41204.960938 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -41204.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41217.867188 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -41217.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41228.820312 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -41228.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41228.820312 Penalty: 2999.496582
	Iteration 14F: 3 clusters Score -41228.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Entering Unmasked Estep 
Score: -1030440.562500 Penalty: 2241.249268
	Iteration 0F: 2 clusters Score -1030441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1023754.000000 Penalty: 4482.498535
	Iteration 0F: 3 clusters Score -1023754 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1025888.187500 Penalty: 4482.498535
	Iteration 1F: 3 clusters Score -1025888 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1026322.625000 Penalty: 4482.498535
	Iteration 2F: 3 clusters Score -1026323 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1026651.375000 Penalty: 4482.498535
	Iteration 3F: 3 clusters Score -1026651 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1026947.250000 Penalty: 4482.498535
	Iteration 4F: 3 clusters Score -1026947 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1027236.000000 Penalty: 4482.498535
	Iteration 5F: 3 clusters Score -1027236 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1027525.312500 Penalty: 4482.498535
	Iteration 6Q: 3 clusters Score -1027525 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1027813.125000 Penalty: 4482.498535
	Iteration 7Q: 3 clusters Score -1027813 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1028060.500000 Penalty: 4482.498535
	Iteration 8Q: 3 clusters Score -1028060 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1028266.500000 Penalty: 4482.498535
	Iteration 9Q: 3 clusters Score -1028266 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1028437.562500 Penalty: 4482.498535
	Iteration 10Q: 3 clusters Score -1028438 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1028579.687500 Penalty: 4482.498535
	Iteration 11Q: 3 clusters Score -1028580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1028694.125000 Penalty: 4482.498535
	Iteration 12Q: 3 clusters Score -1028694 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1028782.250000 Penalty: 4482.498535
	Iteration 13Q: 3 clusters Score -1028782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1028840.625000 Penalty: 4482.498535
	Iteration 14Q: 3 clusters Score -1028841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1028892.187500 Penalty: 4482.498535
	Iteration 15Q: 3 clusters Score -1028892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1028947.125000 Penalty: 4482.498535
	Iteration 16Q: 3 clusters Score -1028947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1028984.500000 Penalty: 4482.498535
	Iteration 17Q: 3 clusters Score -1028984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1029009.875000 Penalty: 4482.498535
	Iteration 18Q: 3 clusters Score -1029010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1029033.125000 Penalty: 4482.498535
	Iteration 19Q: 3 clusters Score -1029033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1029055.937500 Penalty: 4482.498535
	Iteration 20F: 3 clusters Score -1029056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1029076.875000 Penalty: 4482.498535
	Iteration 21Q: 3 clusters Score -1029077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1029089.687500 Penalty: 4482.498535
	Iteration 22Q: 3 clusters Score -1029090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1029097.687500 Penalty: 4482.498535
	Iteration 23Q: 3 clusters Score -1029098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1029109.687500 Penalty: 4482.498535
	Iteration 24Q: 3 clusters Score -1029110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1029120.750000 Penalty: 4482.498535
	Iteration 25Q: 3 clusters Score -1029121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1029126.812500 Penalty: 4482.498535
	Iteration 26Q: 3 clusters Score -1029127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1029132.000000 Penalty: 4482.498535
	Iteration 27Q: 3 clusters Score -1029132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1029139.875000 Penalty: 4482.498535
	Iteration 28Q: 3 clusters Score -1029140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1029146.500000 Penalty: 4482.498535
	Iteration 29Q: 3 clusters Score -1029146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1029149.500000 Penalty: 4482.498535
	Iteration 30Q: 3 clusters Score -1029150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1029155.875000 Penalty: 4482.498535
	Iteration 31Q: 3 clusters Score -1029156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1029160.062500 Penalty: 4482.498535
	Iteration 32Q: 3 clusters Score -1029160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1029163.062500 Penalty: 4482.498535
	Iteration 33Q: 3 clusters Score -1029163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1029164.750000 Penalty: 4482.498535
	Iteration 34Q: 3 clusters Score -1029165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1029167.562500 Penalty: 4482.498535
	Iteration 35Q: 3 clusters Score -1029168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1029167.062500 Penalty: 4482.498535
	Iteration 36Q: 3 clusters Score -1029167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1029167.062500 Penalty: 4482.498535
	Iteration 37F: 3 clusters Score -1029167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -204127.578125 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -204127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -201734.031250 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -201734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -202190.968750 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -202191 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202311.125000 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -202311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202368.265625 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -202368.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202400.359375 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -202400.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202420.562500 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -202420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -202434.890625 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -202434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -202444.140625 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -202444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -202451.671875 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -202451.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202458.265625 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -202458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202463.171875 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -202463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202467.046875 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -202467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202468.968750 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -202469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202468.984375 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -202469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202470.906250 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -202470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202472.078125 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -202472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202472.078125 Penalty: 3685.630615
	Iteration 16F: 3 clusters Score -202472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -435198.937500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -435198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -432110.625000 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -432110.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -432934.718750 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -432934.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -433265.125000 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -433265.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -433490.156250 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -433490.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -433768.187500 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -433768.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -434041.031250 Penalty: 3912.241699
	Iteration 5F: 3 clusters Score -434041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -434343.906250 Penalty: 3912.241699
	Iteration 6F: 3 clusters Score -434343.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -434655.937500 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -434655.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -434779.562500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -434779.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -434860.343750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -434860.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -434910.875000 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -434910.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -434932.937500 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -434932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -434956.093750 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -434956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -434964.812500 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -434964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -434981.968750 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -434982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -435005.562500 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -435005.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -435023.156250 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -435023.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -435041.906250 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -435041.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435056.031250 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -435056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435070.093750 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -435070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435077.250000 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -435077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -435079.812500 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -435079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -435081.843750 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -435081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435082.093750 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -435082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435082.093750 Penalty: 3912.241699
	Iteration 24F: 3 clusters Score -435082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -683650.812500 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -683650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -678791.937500 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -678791.9 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -679938.562500 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -679938.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -680139.750000 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -680139.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -680260.500000 Penalty: 4280.562012
	Iteration 3Q: 3 clusters Score -680260.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -680340.125000 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -680340.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -680416.937500 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -680416.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -680491.375000 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -680491.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -680564.625000 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -680564.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -680647.625000 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -680647.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -680723.687500 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -680723.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -680801.187500 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -680801.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -680876.625000 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -680876.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -680972.750000 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -680972.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -681093.687500 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -681093.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -681229.687500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -681229.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -681364.062500 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -681364.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -681519.000000 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -681519 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -681703.125000 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -681703.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -681933.750000 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -681933.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -682193.750000 Penalty: 4280.562012
	Iteration 19F: 3 clusters Score -682193.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -682435.062500 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -682435.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -682616.125000 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -682616.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -682734.687500 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -682734.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -682811.000000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -682811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -682851.437500 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -682851.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -682877.437500 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -682877.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -682896.062500 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -682896.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -682912.125000 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -682912.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -682921.875000 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -682921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -682932.125000 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -682932.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -682945.687500 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -682945.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -682958.937500 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -682958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -682965.687500 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -682965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -682971.500000 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -682971.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -682981.437500 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -682981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -682986.625000 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -682986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -682995.062500 Penalty: 4280.562012
	Iteration 36Q: 3 clusters Score -682995.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -683001.375000 Penalty: 4280.562012
	Iteration 37Q: 3 clusters Score -683001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -683011.937500 Penalty: 4280.562012
	Iteration 38Q: 3 clusters Score -683011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -683020.562500 Penalty: 4280.562012
	Iteration 39Q: 3 clusters Score -683020.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -683026.875000 Penalty: 4280.562012
	Iteration 40F: 3 clusters Score -683026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -683033.375000 Penalty: 4280.562012
	Iteration 41Q: 3 clusters Score -683033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -683040.000000 Penalty: 4280.562012
	Iteration 42Q: 3 clusters Score -683040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -683052.500000 Penalty: 4280.562012
	Iteration 43Q: 3 clusters Score -683052.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -683062.250000 Penalty: 4280.562012
	Iteration 44Q: 3 clusters Score -683062.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -683074.750000 Penalty: 4280.562012
	Iteration 45Q: 3 clusters Score -683074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -683096.625000 Penalty: 4280.562012
	Iteration 46Q: 3 clusters Score -683096.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -683121.687500 Penalty: 4280.562012
	Iteration 47Q: 3 clusters Score -683121.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -683153.187500 Penalty: 4280.562012
	Iteration 48Q: 3 clusters Score -683153.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -683183.375000 Penalty: 4280.562012
	Iteration 49Q: 3 clusters Score -683183.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -683223.875000 Penalty: 4280.562012
	Iteration 50Q: 3 clusters Score -683223.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -683257.312500 Penalty: 4280.562012
	Iteration 51Q: 3 clusters Score -683257.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -683271.437500 Penalty: 4280.562012
	Iteration 52Q: 3 clusters Score -683271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -683279.750000 Penalty: 4280.562012
	Iteration 53Q: 3 clusters Score -683279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -683286.562500 Penalty: 4280.562012
	Iteration 54Q: 3 clusters Score -683286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -683295.437500 Penalty: 4280.562012
	Iteration 55Q: 3 clusters Score -683295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -683303.125000 Penalty: 4280.562012
	Iteration 56Q: 3 clusters Score -683303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -683305.937500 Penalty: 4280.562012
	Iteration 57Q: 3 clusters Score -683305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -683307.750000 Penalty: 4280.562012
	Iteration 58Q: 3 clusters Score -683307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -683310.562500 Penalty: 4280.562012
	Iteration 59Q: 3 clusters Score -683310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -683311.312500 Penalty: 4280.562012
	Iteration 60F: 3 clusters Score -683311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -683316.437500 Penalty: 4280.562012
	Iteration 61Q: 3 clusters Score -683316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -683316.437500 Penalty: 4280.562012
	Iteration 62F: 3 clusters Score -683316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (27502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Entering Unmasked Estep 
Score: -3418937.000000 Penalty: 2535.059570
	Iteration 0F: 2 clusters Score -3418937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3400052.500000 Penalty: 5070.119141
	Iteration 0F: 3 clusters Score -3400052 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3406679.250000 Penalty: 5070.119141
	Iteration 1F: 3 clusters Score -3406679 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3407173.000000 Penalty: 5070.119141
	Iteration 2F: 3 clusters Score -3407173 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3407595.000000 Penalty: 5070.119141
	Iteration 3Q: 3 clusters Score -3407595 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3408011.250000 Penalty: 5070.119141
	Iteration 4Q: 3 clusters Score -3408011 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3408482.500000 Penalty: 5070.119141
	Iteration 5Q: 3 clusters Score -3408482 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3408975.500000 Penalty: 5070.119141
	Iteration 6Q: 3 clusters Score -3408976 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3409635.000000 Penalty: 5070.119141
	Iteration 7Q: 3 clusters Score -3409635 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3410384.250000 Penalty: 5070.119141
	Iteration 8Q: 3 clusters Score -3410384 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3411158.250000 Penalty: 5070.119141
	Iteration 9F: 3 clusters Score -3411158 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3411895.500000 Penalty: 5070.119141
	Iteration 10Q: 3 clusters Score -3411896 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3412568.000000 Penalty: 5070.119141
	Iteration 11Q: 3 clusters Score -3412568 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3413165.750000 Penalty: 5070.119141
	Iteration 12Q: 3 clusters Score -3413166 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3413685.250000 Penalty: 5070.119141
	Iteration 13Q: 3 clusters Score -3413685 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3414064.250000 Penalty: 5070.119141
	Iteration 14Q: 3 clusters Score -3414064 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3414353.500000 Penalty: 5070.119141
	Iteration 15Q: 3 clusters Score -3414354 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3414530.750000 Penalty: 5070.119141
	Iteration 16Q: 3 clusters Score -3414531 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3414662.750000 Penalty: 5070.119141
	Iteration 17Q: 3 clusters Score -3414663 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3414728.500000 Penalty: 5070.119141
	Iteration 18Q: 3 clusters Score -3414728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3414819.000000 Penalty: 5070.119141
	Iteration 19Q: 3 clusters Score -3414819 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3414877.500000 Penalty: 5070.119141
	Iteration 20F: 3 clusters Score -3414878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3414929.750000 Penalty: 5070.119141
	Iteration 21Q: 3 clusters Score -3414930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3414984.250000 Penalty: 5070.119141
	Iteration 22Q: 3 clusters Score -3414984 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3415036.000000 Penalty: 5070.119141
	Iteration 23Q: 3 clusters Score -3415036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3415067.250000 Penalty: 5070.119141
	Iteration 24Q: 3 clusters Score -3415067 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3415111.000000 Penalty: 5070.119141
	Iteration 25Q: 3 clusters Score -3415111 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3415141.750000 Penalty: 5070.119141
	Iteration 26Q: 3 clusters Score -3415142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3415174.250000 Penalty: 5070.119141
	Iteration 27Q: 3 clusters Score -3415174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3415213.250000 Penalty: 5070.119141
	Iteration 28Q: 3 clusters Score -3415213 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3415246.250000 Penalty: 5070.119141
	Iteration 29Q: 3 clusters Score -3415246 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3415297.750000 Penalty: 5070.119141
	Iteration 30Q: 3 clusters Score -3415298 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3415366.500000 Penalty: 5070.119141
	Iteration 31Q: 3 clusters Score -3415366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3415432.500000 Penalty: 5070.119141
	Iteration 32Q: 3 clusters Score -3415432 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3415503.250000 Penalty: 5070.119141
	Iteration 33Q: 3 clusters Score -3415503 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3415586.500000 Penalty: 5070.119141
	Iteration 34Q: 3 clusters Score -3415586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3415640.250000 Penalty: 5070.119141
	Iteration 35Q: 3 clusters Score -3415640 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3415694.250000 Penalty: 5070.119141
	Iteration 36Q: 3 clusters Score -3415694 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3415768 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3415813.000000 Penalty: 5070.119141
	Iteration 38Q: 3 clusters Score -3415813 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3415878.000000 Penalty: 5070.119141
	Iteration 39Q: 3 clusters Score -3415878 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3415926.500000 Penalty: 5070.119141
	Iteration 40F: 3 clusters Score -3415926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3415966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3416012.250000 Penalty: 5070.119141
	Iteration 42Q: 3 clusters Score -3416012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3416048 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3416080.250000 Penalty: 5070.119141
	Iteration 44Q: 3 clusters Score -3416080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3416119.000000 Penalty: 5070.119141
	Iteration 45Q: 3 clusters Score -3416119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3416145.250000 Penalty: 5070.119141
	Iteration 46Q: 3 clusters Score -3416145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3416193.250000 Penalty: 5070.119141
	Iteration 47Q: 3 clusters Score -3416193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3416239.000000 Penalty: 5070.119141
	Iteration 48Q: 3 clusters Score -3416239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3416281.000000 Penalty: 5070.119141
	Iteration 49Q: 3 clusters Score -3416281 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3416326.250000 Penalty: 5070.119141
	Iteration 50Q: 3 clusters Score -3416326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3416366.250000 Penalty: 5070.119141
	Iteration 51Q: 3 clusters Score -3416366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3416391.500000 Penalty: 5070.119141
	Iteration 52Q: 3 clusters Score -3416392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3416409.000000 Penalty: 5070.119141
	Iteration 53Q: 3 clusters Score -3416409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3416423.750000 Penalty: 5070.119141
	Iteration 54Q: 3 clusters Score -3416424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3416435.000000 Penalty: 5070.119141
	Iteration 55Q: 3 clusters Score -3416435 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3416462.000000 Penalty: 5070.119141
	Iteration 56Q: 3 clusters Score -3416462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3416483.250000 Penalty: 5070.119141
	Iteration 57Q: 3 clusters Score -3416483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3416510.750000 Penalty: 5070.119141
	Iteration 58Q: 3 clusters Score -3416511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3416533.250000 Penalty: 5070.119141
	Iteration 59Q: 3 clusters Score -3416533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3416558.250000 Penalty: 5070.119141
	Iteration 60F: 3 clusters Score -3416558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3416574.500000 Penalty: 5070.119141
	Iteration 61Q: 3 clusters Score -3416574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3416605.000000 Penalty: 5070.119141
	Iteration 62Q: 3 clusters Score -3416605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3416618.500000 Penalty: 5070.119141
	Iteration 63Q: 3 clusters Score -3416618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3416624.500000 Penalty: 5070.119141
	Iteration 64Q: 3 clusters Score -3416624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3416652.000000 Penalty: 5070.119141
	Iteration 65Q: 3 clusters Score -3416652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3416660.000000 Penalty: 5070.119141
	Iteration 66Q: 3 clusters Score -3416660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3416653.250000 Penalty: 5070.119141
	Iteration 67Q: 3 clusters Score -3416653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3416670.500000 Penalty: 5070.119141
	Iteration 68Q: 3 clusters Score -3416670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3416685.000000 Penalty: 5070.119141
	Iteration 69Q: 3 clusters Score -3416685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3416704.250000 Penalty: 5070.119141
	Iteration 70Q: 3 clusters Score -3416704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3416715.000000 Penalty: 5070.119141
	Iteration 71Q: 3 clusters Score -3416715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3416720.750000 Penalty: 5070.119141
	Iteration 72Q: 3 clusters Score -3416721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3416733.750000 Penalty: 5070.119141
	Iteration 73Q: 3 clusters Score -3416734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3416742.500000 Penalty: 5070.119141
	Iteration 74Q: 3 clusters Score -3416742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3416757.500000 Penalty: 5070.119141
	Iteration 75Q: 3 clusters Score -3416758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3416771.000000 Penalty: 5070.119141
	Iteration 76Q: 3 clusters Score -3416771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3416764.250000 Penalty: 5070.119141
	Iteration 77Q: 3 clusters Score -3416764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3416765.500000 Penalty: 5070.119141
	Iteration 78Q: 3 clusters Score -3416766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3416774.250000 Penalty: 5070.119141
	Iteration 79Q: 3 clusters Score -3416774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3416776.500000 Penalty: 5070.119141
	Iteration 80F: 3 clusters Score -3416776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3416786.500000 Penalty: 5070.119141
	Iteration 81Q: 3 clusters Score -3416786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3416790.750000 Penalty: 5070.119141
	Iteration 82Q: 3 clusters Score -3416791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3416793.000000 Penalty: 5070.119141
	Iteration 83Q: 3 clusters Score -3416793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3416796.250000 Penalty: 5070.119141
	Iteration 84Q: 3 clusters Score -3416796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3416797.000000 Penalty: 5070.119141
	Iteration 85Q: 3 clusters Score -3416797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3416792.000000 Penalty: 5070.119141
	Iteration 86Q: 3 clusters Score -3416792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3416803.500000 Penalty: 5070.119141
	Iteration 87Q: 3 clusters Score -3416804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3416805.000000 Penalty: 5070.119141
	Iteration 88Q: 3 clusters Score -3416805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3416811.500000 Penalty: 5070.119141
	Iteration 89Q: 3 clusters Score -3416812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3416812.000000 Penalty: 5070.119141
	Iteration 90Q: 3 clusters Score -3416812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3416815.000000 Penalty: 5070.119141
	Iteration 91Q: 3 clusters Score -3416815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3416813.500000 Penalty: 5070.119141
	Iteration 92Q: 3 clusters Score -3416814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3416814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3416815.750000 Penalty: 5070.119141
	Iteration 94Q: 3 clusters Score -3416816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3416813.750000 Penalty: 5070.119141
	Iteration 95Q: 3 clusters Score -3416814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3416814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3416813.500000 Penalty: 5070.119141
	Iteration 97Q: 3 clusters Score -3416814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3416821.000000 Penalty: 5070.119141
	Iteration 98Q: 3 clusters Score -3416821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3416824.500000 Penalty: 5070.119141
	Iteration 99Q: 3 clusters Score -3416824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3416825.250000 Penalty: 5070.119141
	Iteration 100F: 3 clusters Score -3416825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3416828.250000 Penalty: 5070.119141
	Iteration 101Q: 3 clusters Score -3416828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3416828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3416825.250000 Penalty: 5070.119141
	Iteration 103Q: 3 clusters Score -3416825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3416824.250000 Penalty: 5070.119141
	Iteration 104Q: 3 clusters Score -3416824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3416822.500000 Penalty: 5070.119141
	Iteration 105Q: 3 clusters Score -3416822 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3416824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3416823.250000 Penalty: 5070.119141
	Iteration 107Q: 3 clusters Score -3416823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3416823.250000 Penalty: 5070.119141
	Iteration 108F: 3 clusters Score -3416823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Entering Unmasked Estep 
Score: -2080084.000000 Penalty: 2416.677734
	Iteration 0F: 2 clusters Score -2080084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2067896.750000 Penalty: 4833.355469
	Iteration 0F: 3 clusters Score -2067897 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2072146.875000 Penalty: 4833.355469
	Iteration 1F: 3 clusters Score -2072147 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2072912.500000 Penalty: 4833.355469
	Iteration 2F: 3 clusters Score -2072912 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2073716.125000 Penalty: 4833.355469
	Iteration 3F: 3 clusters Score -2073716 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2074501.125000 Penalty: 4833.355469
	Iteration 4F: 3 clusters Score -2074501 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2075189.625000 Penalty: 4833.355469
	Iteration 5F: 3 clusters Score -2075190 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2075763.875000 Penalty: 4833.355469
	Iteration 6F: 3 clusters Score -2075764 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2076247.500000 Penalty: 4833.355469
	Iteration 7Q: 3 clusters Score -2076248 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2076646.750000 Penalty: 4833.355469
	Iteration 8Q: 3 clusters Score -2076647 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2076956.125000 Penalty: 4833.355469
	Iteration 9Q: 3 clusters Score -2076956 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2077191.875000 Penalty: 4833.355469
	Iteration 10Q: 3 clusters Score -2077192 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2077375.000000 Penalty: 4833.355469
	Iteration 11Q: 3 clusters Score -2077375 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2077502.875000 Penalty: 4833.355469
	Iteration 12Q: 3 clusters Score -2077503 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2077618.625000 Penalty: 4833.355469
	Iteration 13Q: 3 clusters Score -2077619 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2077693.500000 Penalty: 4833.355469
	Iteration 14Q: 3 clusters Score -2077694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2077755.500000 Penalty: 4833.355469
	Iteration 15Q: 3 clusters Score -2077756 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2077810.875000 Penalty: 4833.355469
	Iteration 16Q: 3 clusters Score -2077811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2077868.375000 Penalty: 4833.355469
	Iteration 17Q: 3 clusters Score -2077868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2077916.250000 Penalty: 4833.355469
	Iteration 18Q: 3 clusters Score -2077916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2077970.750000 Penalty: 4833.355469
	Iteration 19Q: 3 clusters Score -2077971 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2078029.875000 Penalty: 4833.355469
	Iteration 20F: 3 clusters Score -2078030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2078080.875000 Penalty: 4833.355469
	Iteration 21Q: 3 clusters Score -2078081 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2078138.500000 Penalty: 4833.355469
	Iteration 22Q: 3 clusters Score -2078138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2078183.125000 Penalty: 4833.355469
	Iteration 23Q: 3 clusters Score -2078183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2078232.500000 Penalty: 4833.355469
	Iteration 24Q: 3 clusters Score -2078232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2078256.500000 Penalty: 4833.355469
	Iteration 25Q: 3 clusters Score -2078256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2078306.750000 Penalty: 4833.355469
	Iteration 26Q: 3 clusters Score -2078307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2078357.250000 Penalty: 4833.355469
	Iteration 27Q: 3 clusters Score -2078357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2078426.500000 Penalty: 4833.355469
	Iteration 28Q: 3 clusters Score -2078426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2078522.750000 Penalty: 4833.355469
	Iteration 29Q: 3 clusters Score -2078523 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2078617.625000 Penalty: 4833.355469
	Iteration 30Q: 3 clusters Score -2078618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2078706.125000 Penalty: 4833.355469
	Iteration 31Q: 3 clusters Score -2078706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2078832.625000 Penalty: 4833.355469
	Iteration 32Q: 3 clusters Score -2078833 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2078931.500000 Penalty: 4833.355469
	Iteration 33Q: 3 clusters Score -2078932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2078988.125000 Penalty: 4833.355469
	Iteration 34Q: 3 clusters Score -2078988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2079009.500000 Penalty: 4833.355469
	Iteration 35Q: 3 clusters Score -2079010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2079020.875000 Penalty: 4833.355469
	Iteration 36Q: 3 clusters Score -2079021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2079034.750000 Penalty: 4833.355469
	Iteration 37Q: 3 clusters Score -2079035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2079038.250000 Penalty: 4833.355469
	Iteration 38Q: 3 clusters Score -2079038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2079042.250000 Penalty: 4833.355469
	Iteration 39Q: 3 clusters Score -2079042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2079040.375000 Penalty: 4833.355469
	Iteration 40F: 3 clusters Score -2079040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2079046.375000 Penalty: 4833.355469
	Iteration 41Q: 3 clusters Score -2079046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2079045.500000 Penalty: 4833.355469
	Iteration 42Q: 3 clusters Score -2079046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2079044.500000 Penalty: 4833.355469
	Iteration 43Q: 3 clusters Score -2079044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2079047.375000 Penalty: 4833.355469
	Iteration 44Q: 3 clusters Score -2079047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2079048.125000 Penalty: 4833.355469
	Iteration 45Q: 3 clusters Score -2079048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2079047.750000 Penalty: 4833.355469
	Iteration 46Q: 3 clusters Score -2079048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2079043.750000 Penalty: 4833.355469
	Iteration 47Q: 3 clusters Score -2079044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2079044.875000 Penalty: 4833.355469
	Iteration 48Q: 3 clusters Score -2079045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2079050.750000 Penalty: 4833.355469
	Iteration 49Q: 3 clusters Score -2079051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2079053.500000 Penalty: 4833.355469
	Iteration 50Q: 3 clusters Score -2079054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2079054.000000 Penalty: 4833.355469
	Iteration 51Q: 3 clusters Score -2079054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2079050.875000 Penalty: 4833.355469
	Iteration 52Q: 3 clusters Score -2079051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2079054.125000 Penalty: 4833.355469
	Iteration 53Q: 3 clusters Score -2079054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2079054.875000 Penalty: 4833.355469
	Iteration 54Q: 3 clusters Score -2079055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2079052.125000 Penalty: 4833.355469
	Iteration 55Q: 3 clusters Score -2079052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2079053.125000 Penalty: 4833.355469
	Iteration 56Q: 3 clusters Score -2079053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2079055.875000 Penalty: 4833.355469
	Iteration 57Q: 3 clusters Score -2079056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2079056.875000 Penalty: 4833.355469
	Iteration 58Q: 3 clusters Score -2079057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2079059.000000 Penalty: 4833.355469
	Iteration 59Q: 3 clusters Score -2079059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2079060.125000 Penalty: 4833.355469
	Iteration 60F: 3 clusters Score -2079060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2079058.500000 Penalty: 4833.355469
	Iteration 61Q: 3 clusters Score -2079058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2079060.000000 Penalty: 4833.355469
	Iteration 62Q: 3 clusters Score -2079060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2079062.625000 Penalty: 4833.355469
	Iteration 63Q: 3 clusters Score -2079063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2079061.875000 Penalty: 4833.355469
	Iteration 64Q: 3 clusters Score -2079062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2079059.875000 Penalty: 4833.355469
	Iteration 65Q: 3 clusters Score -2079060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2079059.875000 Penalty: 4833.355469
	Iteration 66F: 3 clusters Score -2079060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -1102643.000000 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -1102643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1097098.250000 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -1097098 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1098689.000000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -1098689 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1099228.750000 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -1099229 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1099986.750000 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -1099987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1100626.875000 Penalty: 4370.062012
	Iteration 4F: 3 clusters Score -1100627 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1101107.625000 Penalty: 4370.062012
	Iteration 5F: 3 clusters Score -1101108 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1101461.750000 Penalty: 4370.062012
	Iteration 6F: 3 clusters Score -1101462 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1101690.500000 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -1101690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1101835.250000 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -1101835 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1101929.625000 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -1101930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1101984.375000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -1101984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1102013.625000 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -1102014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1102037.000000 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -1102037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1102050.250000 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -1102050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1102062.375000 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -1102062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1102074.375000 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -1102074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1102097.875000 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -1102098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1102118.375000 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -1102118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1102144.750000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -1102145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1102158.250000 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -1102158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1102173.375000 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -1102173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1102191.625000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -1102192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1102207.625000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -1102208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1102218.750000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -1102219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1102231.250000 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -1102231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1102239.000000 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -1102239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1102248.750000 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -1102249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1102256.125000 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -1102256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1102260.125000 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -1102260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1102263.875000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -1102264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1102267.250000 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -1102267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1102271.125000 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -1102271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1102273.750000 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -1102274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1102276.625000 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -1102277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1102283.625000 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -1102284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1102283.250000 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -1102283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1102287.375000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -1102287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1102288.000000 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -1102288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1102290.500000 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -1102290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1102295.500000 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -1102296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1102297.750000 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -1102298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1102300.500000 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -1102300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1102302.125000 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -1102302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1102307.375000 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -1102307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1102307.125000 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -1102307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1102306.875000 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -1102307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1102312.250000 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -1102312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1102312.125000 Penalty: 4370.062012
	Iteration 47Q: 3 clusters Score -1102312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1102314.625000 Penalty: 4370.062012
	Iteration 48Q: 3 clusters Score -1102315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1102315.250000 Penalty: 4370.062012
	Iteration 49Q: 3 clusters Score -1102315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1102320.125000 Penalty: 4370.062012
	Iteration 50Q: 3 clusters Score -1102320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1102321.375000 Penalty: 4370.062012
	Iteration 51Q: 3 clusters Score -1102321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1102320.750000 Penalty: 4370.062012
	Iteration 52Q: 3 clusters Score -1102321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1102320.750000 Penalty: 4370.062012
	Iteration 53Q: 3 clusters Score -1102321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1102321.625000 Penalty: 4370.062012
	Iteration 54Q: 3 clusters Score -1102322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1102323.250000 Penalty: 4370.062012
	Iteration 55Q: 3 clusters Score -1102323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1102323.250000 Penalty: 4370.062012
	Iteration 56F: 3 clusters Score -1102323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -37917.777344 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -37917.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36601.535156 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -36601.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37043.410156 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -37043.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37347.722656 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -37347.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37557.597656 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -37557.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37663.242188 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -37663.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37820.011719 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -37820.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37853.738281 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -37853.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37876.328125 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -37876.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37927.132812 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -37927.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37941.050781 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -37941.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37941.050781 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -37941.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 167 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 399 members 
Entering Unmasked Estep 
Score: -134487216.000000 Penalty: 248604.390625
Splitting cluster 60 changes total score from -134488976.000000 to -134487216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -137053.906250 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -137053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135057.812500 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -135057.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135349.968750 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -135350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135440.750000 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -135440.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135479.421875 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -135479.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135502.437500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -135502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135510.218750 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -135510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135520.187500 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -135520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135523.578125 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -135523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135526.984375 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -135527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135531.625000 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -135531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135537.296875 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -135537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135538.421875 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -135538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135538.421875 Penalty: 3482.900391
	Iteration 12F: 3 clusters Score -135538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -231398.234375 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -231398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -228860.953125 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -228861 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -229301.265625 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -229301.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229400.281250 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -229400.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229454.562500 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -229454.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -229487.875000 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -229487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -229520.828125 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -229520.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229542.343750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -229542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -229557.953125 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -229558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229575.453125 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -229575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -229586.812500 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -229586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229606.484375 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -229606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -229620.171875 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -229620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -229637.953125 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -229638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -229656.531250 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -229656.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -229670.359375 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -229670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -229689.234375 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -229689.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -229717.843750 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -229717.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229742.140625 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -229742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229760.890625 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -229760.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229783.296875 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -229783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229797.593750 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -229797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229808.843750 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -229808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229819.562500 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -229819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -229831.953125 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -229832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229845.312500 Penalty: 3751.604980
	Iteration 24Q: 3 clusters Score -229845.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229854.546875 Penalty: 3751.604980
	Iteration 25Q: 3 clusters Score -229854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -229864.906250 Penalty: 3751.604980
	Iteration 26Q: 3 clusters Score -229864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229877.000000 Penalty: 3751.604980
	Iteration 27Q: 3 clusters Score -229877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229892.328125 Penalty: 3751.604980
	Iteration 28Q: 3 clusters Score -229892.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229910.359375 Penalty: 3751.604980
	Iteration 29Q: 3 clusters Score -229910.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229927.828125 Penalty: 3751.604980
	Iteration 30Q: 3 clusters Score -229927.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229943.375000 Penalty: 3751.604980
	Iteration 31Q: 3 clusters Score -229943.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229952.843750 Penalty: 3751.604980
	Iteration 32Q: 3 clusters Score -229952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229962.093750 Penalty: 3751.604980
	Iteration 33Q: 3 clusters Score -229962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229970.781250 Penalty: 3751.604980
	Iteration 34Q: 3 clusters Score -229970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229980.015625 Penalty: 3751.604980
	Iteration 35Q: 3 clusters Score -229980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229987.781250 Penalty: 3751.604980
	Iteration 36Q: 3 clusters Score -229987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229996.156250 Penalty: 3751.604980
	Iteration 37Q: 3 clusters Score -229996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -230002.437500 Penalty: 3751.604980
	Iteration 38Q: 3 clusters Score -230002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -230009.953125 Penalty: 3751.604980
	Iteration 39Q: 3 clusters Score -230010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -230020.937500 Penalty: 3751.604980
	Iteration 40F: 3 clusters Score -230020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -230028.812500 Penalty: 3751.604980
	Iteration 41Q: 3 clusters Score -230028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230037.703125 Penalty: 3751.604980
	Iteration 42Q: 3 clusters Score -230037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -230045.406250 Penalty: 3751.604980
	Iteration 43Q: 3 clusters Score -230045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230058.484375 Penalty: 3751.604980
	Iteration 44Q: 3 clusters Score -230058.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230070.312500 Penalty: 3751.604980
	Iteration 45Q: 3 clusters Score -230070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -230078.000000 Penalty: 3751.604980
	Iteration 46Q: 3 clusters Score -230078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -230087.640625 Penalty: 3751.604980
	Iteration 47Q: 3 clusters Score -230087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -230095.312500 Penalty: 3751.604980
	Iteration 48Q: 3 clusters Score -230095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230104.156250 Penalty: 3751.604980
	Iteration 49Q: 3 clusters Score -230104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -230114.437500 Penalty: 3751.604980
	Iteration 50Q: 3 clusters Score -230114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230124.781250 Penalty: 3751.604980
	Iteration 51Q: 3 clusters Score -230124.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230138.125000 Penalty: 3751.604980
	Iteration 52Q: 3 clusters Score -230138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230142.343750 Penalty: 3751.604980
	Iteration 53Q: 3 clusters Score -230142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -230148.515625 Penalty: 3751.604980
	Iteration 54Q: 3 clusters Score -230148.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -230153.031250 Penalty: 3751.604980
	Iteration 55Q: 3 clusters Score -230153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -230157.515625 Penalty: 3751.604980
	Iteration 56Q: 3 clusters Score -230157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -230161.828125 Penalty: 3751.604980
	Iteration 57Q: 3 clusters Score -230161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -230163.875000 Penalty: 3751.604980
	Iteration 58Q: 3 clusters Score -230163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -230164.671875 Penalty: 3751.604980
	Iteration 59Q: 3 clusters Score -230164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230165.203125 Penalty: 3751.604980
	Iteration 60F: 3 clusters Score -230165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -44947.578125 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -44947.58 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 143 members 
Entering Unmasked Estep 
Score: -43725.531250 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -43725.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43884.347656 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -43884.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43920.343750 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -43920.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43936.109375 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -43936.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43956.226562 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -43956.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43965.062500 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -43965.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43977.234375 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -43977.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43983.734375 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -43983.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43985.839844 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -43985.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43988.304688 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -43988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43996.207031 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -43996.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44002.382812 Penalty: 2820.739746
	Iteration 11Q: 3 clusters Score -44002.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44028.773438 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -44028.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44062.117188 Penalty: 2820.739746
	Iteration 13Q: 3 clusters Score -44062.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44135.187500 Penalty: 2820.739746
	Iteration 14Q: 3 clusters Score -44135.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44137.500000 Penalty: 2820.739746
	Iteration 15Q: 3 clusters Score -44137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44147.148438 Penalty: 2820.739746
	Iteration 16Q: 3 clusters Score -44147.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44166.457031 Penalty: 2820.739746
	Iteration 17Q: 3 clusters Score -44166.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44181.253906 Penalty: 2820.739746
	Iteration 18Q: 3 clusters Score -44181.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44206.308594 Penalty: 2820.739746
	Iteration 19Q: 3 clusters Score -44206.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44223.355469 Penalty: 2820.739746
	Iteration 20F: 3 clusters Score -44223.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44231.066406 Penalty: 2820.739746
	Iteration 21Q: 3 clusters Score -44231.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44251.679688 Penalty: 2820.739746
	Iteration 22Q: 3 clusters Score -44251.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44292.406250 Penalty: 2820.739746
	Iteration 23Q: 3 clusters Score -44292.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44303.863281 Penalty: 2820.739746
	Iteration 24Q: 3 clusters Score -44303.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44309.277344 Penalty: 2820.739746
	Iteration 25Q: 3 clusters Score -44309.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44313.500000 Penalty: 2820.739746
	Iteration 26Q: 3 clusters Score -44313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44315.597656 Penalty: 2820.739746
	Iteration 27Q: 3 clusters Score -44315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44315.597656 Penalty: 2820.739746
	Iteration 28F: 3 clusters Score -44315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -206352.140625 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -206352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -203925.187500 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -203925.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204305.890625 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -204305.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -204404.734375 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -204404.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -204463.296875 Penalty: 3685.924561
	Iteration 3Q: 3 clusters Score -204463.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204497.625000 Penalty: 3685.924561
	Iteration 4Q: 3 clusters Score -204497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -204532.812500 Penalty: 3685.924561
	Iteration 5Q: 3 clusters Score -204532.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -204564.062500 Penalty: 3685.924561
	Iteration 6Q: 3 clusters Score -204564.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204586.406250 Penalty: 3685.924561
	Iteration 7Q: 3 clusters Score -204586.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204599.765625 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -204599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204608.125000 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -204608.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204614.921875 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -204614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204622.046875 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -204622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204628.703125 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -204628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204636.125000 Penalty: 3685.924561
	Iteration 13Q: 3 clusters Score -204636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -204647.890625 Penalty: 3685.924561
	Iteration 14Q: 3 clusters Score -204647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204655.796875 Penalty: 3685.924561
	Iteration 15Q: 3 clusters Score -204655.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -204661.015625 Penalty: 3685.924561
	Iteration 16Q: 3 clusters Score -204661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -204663.468750 Penalty: 3685.924561
	Iteration 17Q: 3 clusters Score -204663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204666.656250 Penalty: 3685.924561
	Iteration 18Q: 3 clusters Score -204666.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -204670.640625 Penalty: 3685.924561
	Iteration 19Q: 3 clusters Score -204670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -204675.484375 Penalty: 3685.924561
	Iteration 20F: 3 clusters Score -204675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204676.625000 Penalty: 3685.924561
	Iteration 21Q: 3 clusters Score -204676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -204677.750000 Penalty: 3685.924561
	Iteration 22Q: 3 clusters Score -204677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204679.218750 Penalty: 3685.924561
	Iteration 23Q: 3 clusters Score -204679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204682.218750 Penalty: 3685.924561
	Iteration 24Q: 3 clusters Score -204682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204682.781250 Penalty: 3685.924561
	Iteration 25Q: 3 clusters Score -204682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204683.718750 Penalty: 3685.924561
	Iteration 26Q: 3 clusters Score -204683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204684.562500 Penalty: 3685.924561
	Iteration 27Q: 3 clusters Score -204684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -204686.265625 Penalty: 3685.924561
	Iteration 28Q: 3 clusters Score -204686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204688.921875 Penalty: 3685.924561
	Iteration 29Q: 3 clusters Score -204688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204691.312500 Penalty: 3685.924561
	Iteration 30Q: 3 clusters Score -204691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204693.031250 Penalty: 3685.924561
	Iteration 31Q: 3 clusters Score -204693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204693.031250 Penalty: 3685.924561
	Iteration 32F: 3 clusters Score -204693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -563780.500000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -563780.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -559562.750000 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -559562.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -560545.687500 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -560545.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -560766.937500 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -560766.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -560900.062500 Penalty: 4176.330566
	Iteration 3Q: 3 clusters Score -560900.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -561001.375000 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -561001.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -561077.437500 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -561077.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -561135.250000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -561135.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -561184.500000 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -561184.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -561221.000000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -561221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -561252.125000 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -561252.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -561280.312500 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -561280.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -561303.312500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -561303.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -561325.437500 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -561325.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -561342.000000 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -561342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -561360.062500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -561360.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -561377.437500 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -561377.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -561390.437500 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -561390.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -561400.937500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -561400.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -561411.125000 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -561411.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -561422.062500 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -561422.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -561433.812500 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -561433.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -561444.875000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -561444.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -561454.812500 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -561454.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -561466.250000 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -561466.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -561475.437500 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -561475.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -561487.625000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -561487.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -561505.500000 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -561505.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -561520.625000 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -561520.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -561537.250000 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -561537.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -561552.812500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -561552.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -561561.750000 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -561561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -561566.000000 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -561566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -561568.937500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -561568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -561573.000000 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -561573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -561580.187500 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -561580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -561584.187500 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -561584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -561590.187500 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -561590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -561594.000000 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -561594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -561597.000000 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -561597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -561598.687500 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -561598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -561599.437500 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -561599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -561600.000000 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -561600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -561600.000000 Penalty: 4176.330566
	Iteration 42F: 3 clusters Score -561600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -672927.875000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -672927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -668048.937500 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -668048.9 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -669386.562500 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -669386.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -669727.000000 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -669727 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -670041.250000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -670041.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -670320.375000 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -670320.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -670602.000000 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -670602 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -670805.812500 Penalty: 4269.994629
	Iteration 6Q: 3 clusters Score -670805.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -670968.750000 Penalty: 4269.994629
	Iteration 7Q: 3 clusters Score -670968.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -671068.062500 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -671068.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -671139.625000 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -671139.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -671195.187500 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -671195.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -671245.250000 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -671245.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -671290.125000 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -671290.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -671329.500000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -671329.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -671365.062500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -671365.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -671407.812500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -671407.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -671458.250000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -671458.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -671512.875000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -671512.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -671558.875000 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -671558.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -671598.500000 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -671598.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -671635.875000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -671635.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -671673.750000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -671673.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -671707.500000 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -671707.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -671743.687500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -671743.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -671772.187500 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -671772.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -671806.250000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -671806.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -671836.625000 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -671836.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -671859.562500 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -671859.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -671890.000000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -671890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -671927.125000 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -671927.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -671972.812500 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -671972.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -672004.437500 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -672004.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -672036.062500 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -672036.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -672061.875000 Penalty: 4269.994629
	Iteration 33Q: 3 clusters Score -672061.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -672083.687500 Penalty: 4269.994629
	Iteration 34Q: 3 clusters Score -672083.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -672104.187500 Penalty: 4269.994629
	Iteration 35Q: 3 clusters Score -672104.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -672125.312500 Penalty: 4269.994629
	Iteration 36Q: 3 clusters Score -672125.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -672140.187500 Penalty: 4269.994629
	Iteration 37Q: 3 clusters Score -672140.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -672156.625000 Penalty: 4269.994629
	Iteration 38Q: 3 clusters Score -672156.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -672180.125000 Penalty: 4269.994629
	Iteration 39Q: 3 clusters Score -672180.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -672203.062500 Penalty: 4269.994629
	Iteration 40F: 3 clusters Score -672203.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -672217.312500 Penalty: 4269.994629
	Iteration 41Q: 3 clusters Score -672217.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -672231.687500 Penalty: 4269.994629
	Iteration 42Q: 3 clusters Score -672231.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -672244.937500 Penalty: 4269.994629
	Iteration 43Q: 3 clusters Score -672244.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -672249.812500 Penalty: 4269.994629
	Iteration 44Q: 3 clusters Score -672249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -672251.125000 Penalty: 4269.994629
	Iteration 45Q: 3 clusters Score -672251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -672253.312500 Penalty: 4269.994629
	Iteration 46Q: 3 clusters Score -672253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -672253.062500 Penalty: 4269.994629
	Iteration 47Q: 3 clusters Score -672253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -672253.062500 Penalty: 4269.994629
	Iteration 48F: 3 clusters Score -672253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -329522.500000 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -329522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -326867.875000 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -326867.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -327367.406250 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -327367.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -327542.625000 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -327542.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -327693.593750 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -327693.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -327864.125000 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -327864.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -328029.593750 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -328029.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -328164.375000 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -328164.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -328341.687500 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -328341.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -328585.937500 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -328585.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -328896.000000 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -328896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -329088.156250 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -329088.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -329200.937500 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -329200.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -329294.093750 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -329294.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -329413.875000 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -329413.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329663.500000 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -329663.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330029.187500 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -330029.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -330150.968750 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -330151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330194.468750 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -330194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330212.750000 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -330212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330222.093750 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -330222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330227.187500 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -330227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330231.406250 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -330231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330232.593750 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -330232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330233.156250 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -330233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330233.156250 Penalty: 3782.778809
	Iteration 24F: 3 clusters Score -330233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 890 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1523 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 1162 members 
Entering Unmasked Estep 
Score: -134488224.000000 Penalty: 248604.390625
Splitting cluster 67 changes total score from -134488976.000000 to -134488224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -47977.902344 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -47977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46763.164062 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -46763.16 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47070.878906 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -47070.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47229.675781 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -47229.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47312.769531 Penalty: 2966.781494
	Iteration 3F: 3 clusters Score -47312.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47358.449219 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -47358.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -47399.371094 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -47399.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47403.000000 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -47403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47403.000000 Penalty: 2966.781494
	Iteration 7F: 3 clusters Score -47403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -200908.390625 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -200908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198488.375000 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -198488.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198898.421875 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -198898.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -198982.718750 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -198982.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199042.484375 Penalty: 3674.931641
	Iteration 3Q: 3 clusters Score -199042.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -199082.859375 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -199082.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -199109.093750 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -199109.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199123.375000 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -199123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199135.078125 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -199135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199143.343750 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -199143.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -199149.500000 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -199149.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -199153.718750 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -199153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199160.281250 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -199160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199163.921875 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -199163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199166.640625 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -199166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199167.312500 Penalty: 3674.931641
	Iteration 14Q: 3 clusters Score -199167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199168.125000 Penalty: 3674.931641
	Iteration 15Q: 3 clusters Score -199168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -199168.171875 Penalty: 3674.931641
	Iteration 16Q: 3 clusters Score -199168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -199168.171875 Penalty: 3674.931641
	Iteration 17F: 3 clusters Score -199168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -237158.921875 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -237158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -234895.703125 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -234895.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -235526.937500 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -235526.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -235907.765625 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -235907.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -236422.875000 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -236422.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -236882.703125 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -236882.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -237091.390625 Penalty: 3634.905029
	Iteration 5F: 3 clusters Score -237091.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -237228.203125 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -237228.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -237304.890625 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -237304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -237341.125000 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -237341.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -237370.640625 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -237370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -237389.531250 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -237389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -237394.468750 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -237394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -237405.609375 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -237405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -237414.875000 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -237414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -237417.796875 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -237417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -237417.796875 Penalty: 3634.905029
	Iteration 15F: 3 clusters Score -237417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 25573 members 
Mstep: Class 3 contains 132376 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 50788 members 
Mstep: Class 8 contains 42013 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 27447 members 
Mstep: Class 18 contains 34829 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 66348 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 1362 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 27196 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 11762 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 67394 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12481 members 
Mstep: Class 37 contains 3431 members 
Mstep: Class 38 contains 1891 members 
Mstep: Class 39 contains 5505 members 
Mstep: Class 40 contains 14670 members 
Mstep: Class 41 contains 7531 members 
Mstep: Class 42 contains 7191 members 
Mstep: Class 43 contains 2755 members 
Mstep: Class 44 contains 3280 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 35088 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 12227 members 
Mstep: Class 49 contains 3465 members 
Mstep: Class 50 contains 2640 members 
Mstep: Class 51 contains 5158 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 8411 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 27502 members 
Mstep: Class 58 contains 17063 members 
Mstep: Class 59 contains 6705 members 
Mstep: Class 60 contains 566 members 
Mstep: Class 61 contains 1121 members 
Mstep: Class 62 contains 1927 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 4537 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 2052 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 1028 members 
Mstep: Class 71 contains 239298 members 
Mstep: Class 72 contains 495 members 
Entering Unmasked Estep 
Score: -134487600.000000 Penalty: 248604.390625
Splitting cluster 70 changes total score from -134488976.000000 to -134487600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (239298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239298 members 
Entering Unmasked Estep 
Score: -30047840.000000 Penalty: 3071.595215
	Iteration 0F: 2 clusters Score -3.004784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -29904756.000000 Penalty: 6143.190430
	Iteration 0F: 3 clusters Score -2.990476e+07 nChanged 115612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -29973108.000000 Penalty: 6143.190430
	Iteration 1F: 3 clusters Score -2.997311e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -29974550.000000 Penalty: 6143.190430
	Iteration 2Q: 3 clusters Score -2.997455e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -29976428.000000 Penalty: 6143.190430
	Iteration 3Q: 3 clusters Score -2.997643e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -29978892.000000 Penalty: 6143.190430
	Iteration 4Q: 3 clusters Score -2.997889e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -29982056.000000 Penalty: 6143.190430
	Iteration 5Q: 3 clusters Score -2.998206e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -29986618.000000 Penalty: 6143.190430
	Iteration 6Q: 3 clusters Score -2.998662e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -29993440.000000 Penalty: 6143.190430
	Iteration 7F: 3 clusters Score -2.999344e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -30002742.000000 Penalty: 6143.190430
	Iteration 8F: 3 clusters Score -3.000274e+07 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 182606 members 
Entering Unmasked Estep 
Score: -30013546.000000 Penalty: 6143.190430
	Iteration 9F: 3 clusters Score -3.001355e+07 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 198158 members 
Entering Unmasked Estep 
Score: -30024390.000000 Penalty: 6143.190430
	Iteration 10F: 3 clusters Score -3.002439e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 211407 members 
Entering Unmasked Estep 
Score: -30032876.000000 Penalty: 6143.190430
	Iteration 11F: 3 clusters Score -3.003288e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 221460 members 
Entering Unmasked Estep 
Score: -30038466.000000 Penalty: 6143.190430
	Iteration 12Q: 3 clusters Score -3.003847e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 228333 members 
Entering Unmasked Estep 
Score: -30041278.000000 Penalty: 6143.190430
	Iteration 13Q: 3 clusters Score -3.004128e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 232625 members 
Entering Unmasked Estep 
Score: -30043058.000000 Penalty: 6143.190430
	Iteration 14Q: 3 clusters Score -3.004306e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 235196 members 
Entering Unmasked Estep 
Score: -30044032.000000 Penalty: 6143.190430
	Iteration 15Q: 3 clusters Score -3.004403e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 236615 members 
Entering Unmasked Estep 
Score: -30044584.000000 Penalty: 6143.190430
	Iteration 16Q: 3 clusters Score -3.004458e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 237416 members 
Entering Unmasked Estep 
Score: -30044964.000000 Penalty: 6143.190430
	Iteration 17Q: 3 clusters Score -3.004496e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 237854 members 
Entering Unmasked Estep 
Score: -30045158.000000 Penalty: 6143.190430
	Iteration 18Q: 3 clusters Score -3.004516e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 238079 members 
Entering Unmasked Estep 
Score: -30045270.000000 Penalty: 6143.190430
	Iteration 19Q: 3 clusters Score -3.004527e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 238215 members 
Entering Unmasked Estep 
Score: -30045376.000000 Penalty: 6143.190430
	Iteration 20F: 3 clusters Score -3.004538e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 238312 members 
Entering Unmasked Estep 
Score: -30045432.000000 Penalty: 6143.190430
	Iteration 21Q: 3 clusters Score -3.004543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 238382 members 
Entering Unmasked Estep 
Score: -30045438.000000 Penalty: 6143.190430
	Iteration 22Q: 3 clusters Score -3.004544e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 238418 members 
Entering Unmasked Estep 
Score: -30045452.000000 Penalty: 6143.190430
	Iteration 23Q: 3 clusters Score -3.004545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 238450 members 
Entering Unmasked Estep 
Score: -30045494.000000 Penalty: 6143.190430
	Iteration 24Q: 3 clusters Score -3.004549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 238467 members 
Entering Unmasked Estep 
Score: -30045476.000000 Penalty: 6143.190430
	Iteration 25Q: 3 clusters Score -3.004548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 238478 members 
Entering Unmasked Estep 
Score: -30045488.000000 Penalty: 6143.190430
	Iteration 26Q: 3 clusters Score -3.004549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 238492 members 
Entering Unmasked Estep 
Score: -30045506.000000 Penalty: 6143.190430
	Iteration 27Q: 3 clusters Score -3.004551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 238503 members 
Entering Unmasked Estep 
Score: -30045490.000000 Penalty: 6143.190430
	Iteration 28Q: 3 clusters Score -3.004549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 238516 members 
Entering Unmasked Estep 
Score: -30045498.000000 Penalty: 6143.190430
	Iteration 29Q: 3 clusters Score -3.00455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 238518 members 
Entering Unmasked Estep 
Score: -30045496.000000 Penalty: 6143.190430
	Iteration 30Q: 3 clusters Score -3.00455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 238520 members 
Entering Unmasked Estep 
Score: -30045490.000000 Penalty: 6143.190430
	Iteration 31Q: 3 clusters Score -3.004549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 238522 members 
Entering Unmasked Estep 
Score: -30045478.000000 Penalty: 6143.190430
	Iteration 32Q: 3 clusters Score -3.004548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 238526 members 
Entering Unmasked Estep 
Score: -30045490.000000 Penalty: 6143.190430
	Iteration 33Q: 3 clusters Score -3.004549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -30045494.000000 Penalty: 6143.190430
	Iteration 34Q: 3 clusters Score -3.004549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -30045514.000000 Penalty: 6143.190430
	Iteration 35Q: 3 clusters Score -3.004551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -30045518.000000 Penalty: 6143.190430
	Iteration 36Q: 3 clusters Score -3.004552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 238532 members 
Entering Unmasked Estep 
Score: -30045534.000000 Penalty: 6143.190430
	Iteration 37Q: 3 clusters Score -3.004553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 238536 members 
Entering Unmasked Estep 
Score: -30045548.000000 Penalty: 6143.190430
	Iteration 38Q: 3 clusters Score -3.004555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 238540 members 
Entering Unmasked Estep 
Score: -30045542.000000 Penalty: 6143.190430
	Iteration 39Q: 3 clusters Score -3.004554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 238542 members 
Entering Unmasked Estep 
Score: -30045540.000000 Penalty: 6143.190430
	Iteration 40F: 3 clusters Score -3.004554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 238545 members 
Entering Unmasked Estep 
Score: -30045530.000000 Penalty: 6143.190430
	Iteration 41Q: 3 clusters Score -3.004553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 238547 members 
Entering Unmasked Estep 
Score: -30045510.000000 Penalty: 6143.190430
	Iteration 42Q: 3 clusters Score -3.004551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 238549 members 
Entering Unmasked Estep 
Score: -30045526.000000 Penalty: 6143.190430
	Iteration 43Q: 3 clusters Score -3.004553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 238548 members 
Entering Unmasked Estep 
Score: -30045524.000000 Penalty: 6143.190430
	Iteration 44Q: 3 clusters Score -3.004552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 238548 members 
Entering Unmasked Estep 
Score: -30045524.000000 Penalty: 6143.190430
	Iteration 45F: 3 clusters Score -3.004552e+07 nChanged 0
21->72 Clusters: Score -134488976.000000, best is -134501248.000000

Starting from 22 clusters...
--- Clustering full data set of 1113186 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 52665 members 
Mstep: Class 3 contains 52896 members 
Mstep: Class 4 contains 52969 members 
Mstep: Class 5 contains 53221 members 
Mstep: Class 6 contains 52854 members 
Mstep: Class 7 contains 52735 members 
Mstep: Class 8 contains 53413 members 
Mstep: Class 9 contains 53138 members 
Mstep: Class 10 contains 52642 members 
Mstep: Class 11 contains 53370 members 
Mstep: Class 12 contains 53206 members 
Mstep: Class 13 contains 53260 members 
Mstep: Class 14 contains 52915 members 
Mstep: Class 15 contains 52947 members 
Mstep: Class 16 contains 52811 members 
Mstep: Class 17 contains 53149 members 
Mstep: Class 18 contains 53045 members 
Mstep: Class 19 contains 52730 members 
Mstep: Class 20 contains 52949 members 
Mstep: Class 21 contains 52983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 455.790009 but Gain 3452.843750
Score: -125460728.000000 Penalty: 69056.773438
Iteration 0F: 21 clusters Score -1.254607e+08 nChanged 1058228
Entering Unmasked Mstep 
Mstep: Class 0 contains 2432 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 32613 members 
Mstep: Class 3 contains 48023 members 
Mstep: Class 4 contains 20373 members 
Mstep: Class 5 contains 50051 members 
Mstep: Class 6 contains 113104 members 
Mstep: Class 7 contains 47539 members 
Mstep: Class 8 contains 88368 members 
Mstep: Class 9 contains 91650 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 39934 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 40535 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 50825 members 
Mstep: Class 18 contains 54984 members 
Mstep: Class 19 contains 68622 members 
Mstep: Class 21 contains 135687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130154328.000000 Penalty: 69056.773438
Iteration 1F: 21 clusters Score -1.301543e+08 nChanged 555691
Entering Unmasked Mstep 
Mstep: Class 0 contains 1196 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 31959 members 
Mstep: Class 3 contains 21370 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 37045 members 
Mstep: Class 6 contains 103102 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 8 contains 69872 members 
Mstep: Class 9 contains 79592 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 13537 members 
Mstep: Class 12 contains 37500 members 
Mstep: Class 13 contains 317911 members 
Mstep: Class 14 contains 13566 members 
Mstep: Class 15 contains 40877 members 
Mstep: Class 16 contains 16942 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 32300 members 
Mstep: Class 19 contains 36354 members 
Mstep: Class 21 contains 181097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132078080.000000 Penalty: 69056.773438
Iteration 2F: 21 clusters Score -1.320781e+08 nChanged 338328
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 49724 members 
Mstep: Class 3 contains 14863 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 29463 members 
Mstep: Class 6 contains 82609 members 
Mstep: Class 7 contains 8268 members 
Mstep: Class 8 contains 51812 members 
Mstep: Class 9 contains 65087 members 
Mstep: Class 10 contains 13790 members 
Mstep: Class 11 contains 13804 members 
Mstep: Class 12 contains 39311 members 
Mstep: Class 13 contains 376329 members 
Mstep: Class 14 contains 18798 members 
Mstep: Class 15 contains 48350 members 
Mstep: Class 16 contains 18177 members 
Mstep: Class 17 contains 16743 members 
Mstep: Class 18 contains 25445 members 
Mstep: Class 19 contains 24819 members 
Mstep: Class 21 contains 200508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133038616.000000 Penalty: 69056.773438
Iteration 3F: 21 clusters Score -1.330386e+08 nChanged 221799
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 61578 members 
Mstep: Class 3 contains 13416 members 
Mstep: Class 4 contains 5480 members 
Mstep: Class 5 contains 27360 members 
Mstep: Class 6 contains 77077 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 41117 members 
Mstep: Class 9 contains 61919 members 
Mstep: Class 10 contains 20548 members 
Mstep: Class 11 contains 17106 members 
Mstep: Class 12 contains 38868 members 
Mstep: Class 13 contains 356794 members 
Mstep: Class 14 contains 18660 members 
Mstep: Class 15 contains 54278 members 
Mstep: Class 16 contains 17472 members 
Mstep: Class 17 contains 16795 members 
Mstep: Class 18 contains 20425 members 
Mstep: Class 19 contains 22338 members 
Mstep: Class 21 contains 226749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133375528.000000 Penalty: 69056.773438
Iteration 4F: 21 clusters Score -1.333755e+08 nChanged 148920
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 65747 members 
Mstep: Class 3 contains 12468 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 84281 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 35967 members 
Mstep: Class 9 contains 61204 members 
Mstep: Class 10 contains 25564 members 
Mstep: Class 11 contains 18993 members 
Mstep: Class 12 contains 35524 members 
Mstep: Class 13 contains 330865 members 
Mstep: Class 14 contains 18627 members 
Mstep: Class 15 contains 56852 members 
Mstep: Class 16 contains 16936 members 
Mstep: Class 17 contains 19582 members 
Mstep: Class 18 contains 18310 members 
Mstep: Class 19 contains 21252 members 
Mstep: Class 21 contains 241100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133577192.000000 Penalty: 69056.773438
Iteration 5F: 21 clusters Score -1.335772e+08 nChanged 112961
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 66232 members 
Mstep: Class 3 contains 11522 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 28441 members 
Mstep: Class 6 contains 95470 members 
Mstep: Class 7 contains 8941 members 
Mstep: Class 8 contains 33255 members 
Mstep: Class 9 contains 60386 members 
Mstep: Class 10 contains 28410 members 
Mstep: Class 11 contains 20044 members 
Mstep: Class 12 contains 32787 members 
Mstep: Class 13 contains 319717 members 
Mstep: Class 14 contains 18622 members 
Mstep: Class 15 contains 56891 members 
Mstep: Class 16 contains 16471 members 
Mstep: Class 17 contains 22727 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 21128 members 
Mstep: Class 21 contains 237712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133699032.000000 Penalty: 69056.773438
Iteration 6F: 21 clusters Score -1.33699e+08 nChanged 87179
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 65695 members 
Mstep: Class 3 contains 10754 members 
Mstep: Class 4 contains 8319 members 
Mstep: Class 5 contains 28684 members 
Mstep: Class 6 contains 106666 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 30754 members 
Mstep: Class 9 contains 62620 members 
Mstep: Class 10 contains 30393 members 
Mstep: Class 11 contains 20784 members 
Mstep: Class 12 contains 30953 members 
Mstep: Class 13 contains 314467 members 
Mstep: Class 14 contains 18622 members 
Mstep: Class 15 contains 56432 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 17 contains 25239 members 
Mstep: Class 18 contains 17541 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 21 contains 227399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133771424.000000 Penalty: 69056.773438
Iteration 7F: 21 clusters Score -1.337714e+08 nChanged 66169
Entering Unmasked Mstep 
Mstep: Class 0 contains 300 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 64942 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 29014 members 
Mstep: Class 6 contains 116563 members 
Mstep: Class 7 contains 11291 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 9 contains 64989 members 
Mstep: Class 10 contains 31964 members 
Mstep: Class 11 contains 21401 members 
Mstep: Class 12 contains 29771 members 
Mstep: Class 13 contains 310891 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 15 contains 56213 members 
Mstep: Class 16 contains 15660 members 
Mstep: Class 17 contains 26959 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 21086 members 
Mstep: Class 21 contains 216773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133814816.000000 Penalty: 69056.773438
Iteration 8F: 21 clusters Score -1.338148e+08 nChanged 51102
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 64313 members 
Mstep: Class 3 contains 9211 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 29703 members 
Mstep: Class 6 contains 125226 members 
Mstep: Class 7 contains 12198 members 
Mstep: Class 8 contains 27077 members 
Mstep: Class 9 contains 66472 members 
Mstep: Class 10 contains 33264 members 
Mstep: Class 11 contains 21905 members 
Mstep: Class 12 contains 29091 members 
Mstep: Class 13 contains 309045 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 56211 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 28145 members 
Mstep: Class 18 contains 17993 members 
Mstep: Class 19 contains 21142 members 
Mstep: Class 21 contains 206031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9Q: 21 clusters Score -1.338462e+08 nChanged 41095
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 63826 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 11846 members 
Mstep: Class 5 contains 30711 members 
Mstep: Class 6 contains 133239 members 
Mstep: Class 7 contains 13042 members 
Mstep: Class 8 contains 25833 members 
Mstep: Class 9 contains 67121 members 
Mstep: Class 10 contains 34169 members 
Mstep: Class 11 contains 22279 members 
Mstep: Class 12 contains 28698 members 
Mstep: Class 13 contains 307193 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 56502 members 
Mstep: Class 16 contains 15149 members 
Mstep: Class 17 contains 28915 members 
Mstep: Class 18 contains 18456 members 
Mstep: Class 19 contains 21189 members 
Mstep: Class 21 contains 196439 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -1.338691e+08 nChanged 35788
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 63516 members 
Mstep: Class 3 contains 7690 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 31849 members 
Mstep: Class 6 contains 140814 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 24919 members 
Mstep: Class 9 contains 67049 members 
Mstep: Class 10 contains 34890 members 
Mstep: Class 11 contains 22539 members 
Mstep: Class 12 contains 28638 members 
Mstep: Class 13 contains 304765 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 56977 members 
Mstep: Class 16 contains 14955 members 
Mstep: Class 17 contains 29309 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 19 contains 21150 members 
Mstep: Class 21 contains 188262 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -1.338878e+08 nChanged 33025
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 63325 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 33138 members 
Mstep: Class 6 contains 148279 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 24209 members 
Mstep: Class 9 contains 66525 members 
Mstep: Class 10 contains 35407 members 
Mstep: Class 11 contains 22773 members 
Mstep: Class 12 contains 28747 members 
Mstep: Class 13 contains 301385 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 57513 members 
Mstep: Class 16 contains 14768 members 
Mstep: Class 17 contains 29557 members 
Mstep: Class 18 contains 19144 members 
Mstep: Class 19 contains 21050 members 
Mstep: Class 21 contains 181411 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.339041e+08 nChanged 32029
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 63246 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 14145 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 156103 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 65727 members 
Mstep: Class 10 contains 35735 members 
Mstep: Class 11 contains 23017 members 
Mstep: Class 12 contains 29058 members 
Mstep: Class 13 contains 296956 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 57991 members 
Mstep: Class 16 contains 14553 members 
Mstep: Class 17 contains 29714 members 
Mstep: Class 18 contains 19232 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 21 contains 175686 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.339204e+08 nChanged 32381
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 35483 members 
Mstep: Class 6 contains 164576 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 22892 members 
Mstep: Class 9 contains 64711 members 
Mstep: Class 10 contains 35997 members 
Mstep: Class 11 contains 23235 members 
Mstep: Class 12 contains 29627 members 
Mstep: Class 13 contains 291610 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 58511 members 
Mstep: Class 16 contains 14192 members 
Mstep: Class 17 contains 29940 members 
Mstep: Class 18 contains 19336 members 
Mstep: Class 19 contains 20784 members 
Mstep: Class 21 contains 170280 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.339376e+08 nChanged 33701
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 63315 members 
Mstep: Class 3 contains 5999 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 173889 members 
Mstep: Class 7 contains 16995 members 
Mstep: Class 8 contains 22322 members 
Mstep: Class 9 contains 63461 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 23405 members 
Mstep: Class 12 contains 30362 members 
Mstep: Class 13 contains 285911 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 58977 members 
Mstep: Class 16 contains 13724 members 
Mstep: Class 17 contains 30203 members 
Mstep: Class 18 contains 19420 members 
Mstep: Class 19 contains 20643 members 
Mstep: Class 21 contains 164511 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.339565e+08 nChanged 34649
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 63517 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 16340 members 
Mstep: Class 5 contains 37486 members 
Mstep: Class 6 contains 183287 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 62003 members 
Mstep: Class 10 contains 36207 members 
Mstep: Class 11 contains 23606 members 
Mstep: Class 12 contains 31233 members 
Mstep: Class 13 contains 279269 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 59424 members 
Mstep: Class 16 contains 13186 members 
Mstep: Class 17 contains 30813 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 20484 members 
Mstep: Class 21 contains 159533 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.339754e+08 nChanged 33776
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 63825 members 
Mstep: Class 3 contains 5721 members 
Mstep: Class 4 contains 17033 members 
Mstep: Class 5 contains 38463 members 
Mstep: Class 6 contains 191724 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 21168 members 
Mstep: Class 9 contains 60352 members 
Mstep: Class 10 contains 36245 members 
Mstep: Class 11 contains 23788 members 
Mstep: Class 12 contains 32217 members 
Mstep: Class 13 contains 272708 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 59654 members 
Mstep: Class 16 contains 12586 members 
Mstep: Class 17 contains 31682 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 21 contains 155504 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.339934e+08 nChanged 31281
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 64319 members 
Mstep: Class 3 contains 5648 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 39296 members 
Mstep: Class 6 contains 198544 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 20753 members 
Mstep: Class 9 contains 58606 members 
Mstep: Class 10 contains 36215 members 
Mstep: Class 11 contains 23990 members 
Mstep: Class 12 contains 33076 members 
Mstep: Class 13 contains 266892 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 59715 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 32745 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 20143 members 
Mstep: Class 21 contains 152559 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.340077e+08 nChanged 27392
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 64734 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 18261 members 
Mstep: Class 5 contains 39943 members 
Mstep: Class 6 contains 203494 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 20448 members 
Mstep: Class 9 contains 56888 members 
Mstep: Class 10 contains 36144 members 
Mstep: Class 11 contains 24174 members 
Mstep: Class 12 contains 33892 members 
Mstep: Class 13 contains 262296 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 59608 members 
Mstep: Class 16 contains 11388 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 19662 members 
Mstep: Class 19 contains 19996 members 
Mstep: Class 21 contains 150595 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.340187e+08 nChanged 23134
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 65065 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 40549 members 
Mstep: Class 6 contains 207010 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 20227 members 
Mstep: Class 9 contains 55299 members 
Mstep: Class 10 contains 36035 members 
Mstep: Class 11 contains 24287 members 
Mstep: Class 12 contains 34659 members 
Mstep: Class 13 contains 258761 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 59293 members 
Mstep: Class 16 contains 10921 members 
Mstep: Class 17 contains 35215 members 
Mstep: Class 18 contains 19779 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 21 contains 149367 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.340295e+08 nChanged 20797
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 65302 members 
Mstep: Class 3 contains 5206 members 
Mstep: Class 4 contains 19573 members 
Mstep: Class 5 contains 41636 members 
Mstep: Class 6 contains 209593 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 19921 members 
Mstep: Class 9 contains 53754 members 
Mstep: Class 10 contains 35944 members 
Mstep: Class 11 contains 24259 members 
Mstep: Class 12 contains 35082 members 
Mstep: Class 13 contains 256026 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 15 contains 58811 members 
Mstep: Class 16 contains 10413 members 
Mstep: Class 17 contains 36466 members 
Mstep: Class 18 contains 19989 members 
Mstep: Class 19 contains 19748 members 
Mstep: Class 21 contains 148588 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.340364e+08 nChanged 17814
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 65511 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 6 contains 211503 members 
Mstep: Class 7 contains 20044 members 
Mstep: Class 8 contains 19633 members 
Mstep: Class 9 contains 52380 members 
Mstep: Class 10 contains 35833 members 
Mstep: Class 11 contains 24219 members 
Mstep: Class 12 contains 35364 members 
Mstep: Class 13 contains 253954 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 58252 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 37771 members 
Mstep: Class 18 contains 20078 members 
Mstep: Class 19 contains 19685 members 
Mstep: Class 21 contains 148318 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.340401e+08 nChanged 15068
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 65662 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 21112 members 
Mstep: Class 5 contains 42644 members 
Mstep: Class 6 contains 212934 members 
Mstep: Class 7 contains 20259 members 
Mstep: Class 8 contains 19336 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 35715 members 
Mstep: Class 11 contains 24186 members 
Mstep: Class 12 contains 35568 members 
Mstep: Class 13 contains 252295 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 57650 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 38855 members 
Mstep: Class 18 contains 20120 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 21 contains 148544 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.340431e+08 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 65725 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 22006 members 
Mstep: Class 5 contains 42848 members 
Mstep: Class 6 contains 214003 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 19052 members 
Mstep: Class 9 contains 50160 members 
Mstep: Class 10 contains 35604 members 
Mstep: Class 11 contains 24108 members 
Mstep: Class 12 contains 35708 members 
Mstep: Class 13 contains 251008 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 57004 members 
Mstep: Class 16 contains 9695 members 
Mstep: Class 17 contains 39912 members 
Mstep: Class 18 contains 20101 members 
Mstep: Class 19 contains 19556 members 
Mstep: Class 21 contains 148957 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.340462e+08 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 65751 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 22997 members 
Mstep: Class 5 contains 43037 members 
Mstep: Class 6 contains 214656 members 
Mstep: Class 7 contains 20627 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 49228 members 
Mstep: Class 10 contains 35514 members 
Mstep: Class 11 contains 23993 members 
Mstep: Class 12 contains 35735 members 
Mstep: Class 13 contains 249799 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 56323 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 40911 members 
Mstep: Class 18 contains 20048 members 
Mstep: Class 19 contains 19506 members 
Mstep: Class 21 contains 149725 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.340492e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 65735 members 
Mstep: Class 3 contains 4202 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 43193 members 
Mstep: Class 6 contains 215068 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 18414 members 
Mstep: Class 9 contains 48358 members 
Mstep: Class 10 contains 35387 members 
Mstep: Class 11 contains 23822 members 
Mstep: Class 12 contains 35663 members 
Mstep: Class 13 contains 248719 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 55659 members 
Mstep: Class 16 contains 9494 members 
Mstep: Class 17 contains 41821 members 
Mstep: Class 18 contains 19993 members 
Mstep: Class 19 contains 19493 members 
Mstep: Class 21 contains 150631 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.340517e+08 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 65696 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 25447 members 
Mstep: Class 5 contains 43298 members 
Mstep: Class 6 contains 215309 members 
Mstep: Class 7 contains 20865 members 
Mstep: Class 8 contains 18064 members 
Mstep: Class 9 contains 47560 members 
Mstep: Class 10 contains 35278 members 
Mstep: Class 11 contains 23652 members 
Mstep: Class 12 contains 35481 members 
Mstep: Class 13 contains 247676 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 54933 members 
Mstep: Class 16 contains 9446 members 
Mstep: Class 17 contains 42676 members 
Mstep: Class 18 contains 19960 members 
Mstep: Class 19 contains 19488 members 
Mstep: Class 21 contains 151757 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.340536e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 65654 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 43408 members 
Mstep: Class 6 contains 215451 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 17722 members 
Mstep: Class 9 contains 46845 members 
Mstep: Class 10 contains 35193 members 
Mstep: Class 11 contains 23473 members 
Mstep: Class 12 contains 35207 members 
Mstep: Class 13 contains 246566 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 54208 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 43456 members 
Mstep: Class 18 contains 19946 members 
Mstep: Class 19 contains 19506 members 
Mstep: Class 21 contains 153035 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.340559e+08 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 65630 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 28021 members 
Mstep: Class 5 contains 43487 members 
Mstep: Class 6 contains 215549 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 17440 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 10 contains 35105 members 
Mstep: Class 11 contains 23246 members 
Mstep: Class 12 contains 34885 members 
Mstep: Class 13 contains 245486 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 53456 members 
Mstep: Class 16 contains 9370 members 
Mstep: Class 17 contains 44145 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 19532 members 
Mstep: Class 21 contains 154465 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.340582e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 65595 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 43584 members 
Mstep: Class 6 contains 215544 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 17191 members 
Mstep: Class 9 contains 45492 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 11 contains 23000 members 
Mstep: Class 12 contains 34527 members 
Mstep: Class 13 contains 244399 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 52611 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 44838 members 
Mstep: Class 18 contains 19916 members 
Mstep: Class 19 contains 19561 members 
Mstep: Class 21 contains 156064 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.340597e+08 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 43692 members 
Mstep: Class 6 contains 215496 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 44847 members 
Mstep: Class 10 contains 35011 members 
Mstep: Class 11 contains 22751 members 
Mstep: Class 12 contains 34166 members 
Mstep: Class 13 contains 243233 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 51808 members 
Mstep: Class 16 contains 9363 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 19905 members 
Mstep: Class 19 contains 19600 members 
Mstep: Class 21 contains 157838 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.340614e+08 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 65493 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 31374 members 
Mstep: Class 5 contains 43820 members 
Mstep: Class 6 contains 215386 members 
Mstep: Class 7 contains 20888 members 
Mstep: Class 8 contains 16726 members 
Mstep: Class 9 contains 44313 members 
Mstep: Class 10 contains 34969 members 
Mstep: Class 11 contains 22435 members 
Mstep: Class 12 contains 33861 members 
Mstep: Class 13 contains 242035 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 51029 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 19903 members 
Mstep: Class 19 contains 19650 members 
Mstep: Class 21 contains 159695 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.34063e+08 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 65403 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 32293 members 
Mstep: Class 5 contains 43968 members 
Mstep: Class 6 contains 215204 members 
Mstep: Class 7 contains 20866 members 
Mstep: Class 8 contains 16533 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 34932 members 
Mstep: Class 11 contains 22080 members 
Mstep: Class 12 contains 33638 members 
Mstep: Class 13 contains 240722 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 50236 members 
Mstep: Class 16 contains 9394 members 
Mstep: Class 17 contains 46636 members 
Mstep: Class 18 contains 19875 members 
Mstep: Class 19 contains 19711 members 
Mstep: Class 21 contains 161754 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.340647e+08 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 65329 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 33078 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 6 contains 214950 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 43362 members 
Mstep: Class 10 contains 34935 members 
Mstep: Class 11 contains 21723 members 
Mstep: Class 12 contains 33473 members 
Mstep: Class 13 contains 239330 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 49506 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 17 contains 47154 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 19777 members 
Mstep: Class 21 contains 163912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066408.000000 Penalty: 69056.773438
Iteration 34Q: 21 clusters Score -1.340664e+08 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 65198 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 33680 members 
Mstep: Class 5 contains 44232 members 
Mstep: Class 6 contains 214669 members 
Mstep: Class 7 contains 20830 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 42917 members 
Mstep: Class 10 contains 34932 members 
Mstep: Class 11 contains 21375 members 
Mstep: Class 12 contains 33413 members 
Mstep: Class 13 contains 237901 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 48818 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 47608 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 19842 members 
Mstep: Class 21 contains 166204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134068288.000000 Penalty: 69056.773438
Iteration 35Q: 21 clusters Score -1.340683e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 65034 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 34132 members 
Mstep: Class 5 contains 44366 members 
Mstep: Class 6 contains 214383 members 
Mstep: Class 7 contains 20842 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 42533 members 
Mstep: Class 10 contains 34965 members 
Mstep: Class 11 contains 21039 members 
Mstep: Class 12 contains 33422 members 
Mstep: Class 13 contains 236398 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 48151 members 
Mstep: Class 16 contains 9424 members 
Mstep: Class 17 contains 47998 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 19915 members 
Mstep: Class 21 contains 168606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134069848.000000 Penalty: 69056.773438
Iteration 36Q: 21 clusters Score -1.340698e+08 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 64895 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 34493 members 
Mstep: Class 5 contains 44449 members 
Mstep: Class 6 contains 214021 members 
Mstep: Class 7 contains 20855 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 42148 members 
Mstep: Class 10 contains 34997 members 
Mstep: Class 11 contains 20707 members 
Mstep: Class 12 contains 33507 members 
Mstep: Class 13 contains 234765 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 47598 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 48391 members 
Mstep: Class 18 contains 19813 members 
Mstep: Class 19 contains 19983 members 
Mstep: Class 21 contains 171127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134071488.000000 Penalty: 69056.773438
Iteration 37Q: 21 clusters Score -1.340715e+08 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 64731 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 34767 members 
Mstep: Class 5 contains 44502 members 
Mstep: Class 6 contains 213623 members 
Mstep: Class 7 contains 20875 members 
Mstep: Class 8 contains 15913 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 35033 members 
Mstep: Class 11 contains 20352 members 
Mstep: Class 12 contains 33654 members 
Mstep: Class 13 contains 233131 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 47153 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 48752 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 21 contains 173681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073376.000000 Penalty: 69056.773438
Iteration 38Q: 21 clusters Score -1.340734e+08 nChanged 6187
Entering ConstructFrom: 
Score: -134073376.000000 Penalty: 69056.773438
Entering ConstructFrom: 
Trying to split cluster 1 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -1597686.625000 Penalty: 2354.291504
	Iteration 0F: 2 clusters Score -1597687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1587996.375000 Penalty: 4708.583008
	Iteration 0F: 3 clusters Score -1587996 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1591545.125000 Penalty: 4708.583008
	Iteration 1F: 3 clusters Score -1591545 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1592688.375000 Penalty: 4708.583008
	Iteration 2F: 3 clusters Score -1592688 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1594212.875000 Penalty: 4708.583008
	Iteration 3F: 3 clusters Score -1594213 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1596045.125000 Penalty: 4708.583008
	Iteration 4F: 3 clusters Score -1596045 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1597830.000000 Penalty: 4708.583008
	Iteration 5F: 3 clusters Score -1597830 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1599497.625000 Penalty: 4708.583008
	Iteration 6F: 3 clusters Score -1599498 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1600946.000000 Penalty: 4708.583008
	Iteration 7F: 3 clusters Score -1600946 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1601860.625000 Penalty: 4708.583008
	Iteration 8Q: 3 clusters Score -1601861 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1602428.625000 Penalty: 4708.583008
	Iteration 9Q: 3 clusters Score -1602429 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1603235.750000 Penalty: 4708.583008
	Iteration 10Q: 3 clusters Score -1603236 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1605441.250000 Penalty: 4708.583008
	Iteration 11Q: 3 clusters Score -1605441 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1609111.000000 Penalty: 4708.583008
	Iteration 12Q: 3 clusters Score -1609111 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1609537.250000 Penalty: 4708.583008
	Iteration 13Q: 3 clusters Score -1609537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1609611.750000 Penalty: 4708.583008
	Iteration 14Q: 3 clusters Score -1609612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1609626.500000 Penalty: 4708.583008
	Iteration 15Q: 3 clusters Score -1609626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1609628.625000 Penalty: 4708.583008
	Iteration 16Q: 3 clusters Score -1609629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1609632.875000 Penalty: 4708.583008
	Iteration 17Q: 3 clusters Score -1609633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1609634.750000 Penalty: 4708.583008
	Iteration 18Q: 3 clusters Score -1609635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1609635.250000 Penalty: 4708.583008
	Iteration 19Q: 3 clusters Score -1609635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1609637.875000 Penalty: 4708.583008
	Iteration 20F: 3 clusters Score -1609638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 64578 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 213189 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Entering Unmasked Estep 
Score: -134084168.000000 Penalty: 72509.617188
Splitting cluster 1 changes total score from -134073376.000000 to -134084168.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (64578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Entering Unmasked Estep 
Score: -7841096.500000 Penalty: 2746.756104
	Iteration 0F: 2 clusters Score -7841096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7797816.500000 Penalty: 5493.512207
	Iteration 0F: 3 clusters Score -7797816 nChanged 30165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -7816641.500000 Penalty: 5493.512207
	Iteration 1F: 3 clusters Score -7816642 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7823242.000000 Penalty: 5493.512207
	Iteration 2F: 3 clusters Score -7823242 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -7834377.500000 Penalty: 5493.512207
	Iteration 3F: 3 clusters Score -7834378 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -7844422.500000 Penalty: 5493.512207
	Iteration 4F: 3 clusters Score -7844422 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -7849159.500000 Penalty: 5493.512207
	Iteration 5F: 3 clusters Score -7849160 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7850810.000000 Penalty: 5493.512207
	Iteration 6Q: 3 clusters Score -7850810 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -7851429.500000 Penalty: 5493.512207
	Iteration 7Q: 3 clusters Score -7851430 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -7851712.000000 Penalty: 5493.512207
	Iteration 8Q: 3 clusters Score -7851712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -7851827.000000 Penalty: 5493.512207
	Iteration 9Q: 3 clusters Score -7851827 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -7851941.000000 Penalty: 5493.512207
	Iteration 10Q: 3 clusters Score -7851941 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -7852017.000000 Penalty: 5493.512207
	Iteration 11Q: 3 clusters Score -7852017 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -7852100.000000 Penalty: 5493.512207
	Iteration 12Q: 3 clusters Score -7852100 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -7852153.500000 Penalty: 5493.512207
	Iteration 13Q: 3 clusters Score -7852154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -7852215.500000 Penalty: 5493.512207
	Iteration 14Q: 3 clusters Score -7852216 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7852259.500000 Penalty: 5493.512207
	Iteration 15Q: 3 clusters Score -7852260 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -7852288.000000 Penalty: 5493.512207
	Iteration 16Q: 3 clusters Score -7852288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -7852326.000000 Penalty: 5493.512207
	Iteration 17Q: 3 clusters Score -7852326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -7852347.000000 Penalty: 5493.512207
	Iteration 18Q: 3 clusters Score -7852347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -7852359.500000 Penalty: 5493.512207
	Iteration 19Q: 3 clusters Score -7852360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -7852383.500000 Penalty: 5493.512207
	Iteration 20F: 3 clusters Score -7852384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -7852412.500000 Penalty: 5493.512207
	Iteration 21Q: 3 clusters Score -7852412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -7852417.000000 Penalty: 5493.512207
	Iteration 22Q: 3 clusters Score -7852417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7852434.000000 Penalty: 5493.512207
	Iteration 23Q: 3 clusters Score -7852434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -7852435.000000 Penalty: 5493.512207
	Iteration 24Q: 3 clusters Score -7852435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7852474.000000 Penalty: 5493.512207
	Iteration 25Q: 3 clusters Score -7852474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -7852504.000000 Penalty: 5493.512207
	Iteration 26Q: 3 clusters Score -7852504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -7852523.000000 Penalty: 5493.512207
	Iteration 27Q: 3 clusters Score -7852523 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7852520.000000 Penalty: 5493.512207
	Iteration 28Q: 3 clusters Score -7852520 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -7852554.000000 Penalty: 5493.512207
	Iteration 29Q: 3 clusters Score -7852554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -7852570.000000 Penalty: 5493.512207
	Iteration 30Q: 3 clusters Score -7852570 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7852582.500000 Penalty: 5493.512207
	Iteration 31Q: 3 clusters Score -7852582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -7852598.500000 Penalty: 5493.512207
	Iteration 32Q: 3 clusters Score -7852598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -7852608.000000 Penalty: 5493.512207
	Iteration 33Q: 3 clusters Score -7852608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7852624.500000 Penalty: 5493.512207
	Iteration 34Q: 3 clusters Score -7852624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7852617.000000 Penalty: 5493.512207
	Iteration 35Q: 3 clusters Score -7852617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -7852632.000000 Penalty: 5493.512207
	Iteration 36Q: 3 clusters Score -7852632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7852640.500000 Penalty: 5493.512207
	Iteration 37Q: 3 clusters Score -7852640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -7852652.500000 Penalty: 5493.512207
	Iteration 38Q: 3 clusters Score -7852652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -7852637.000000 Penalty: 5493.512207
	Iteration 39Q: 3 clusters Score -7852637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -7852639.000000 Penalty: 5493.512207
	Iteration 40F: 3 clusters Score -7852639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -7852640.000000 Penalty: 5493.512207
	Iteration 41Q: 3 clusters Score -7852640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -7852641.500000 Penalty: 5493.512207
	Iteration 42Q: 3 clusters Score -7852642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -7852653.500000 Penalty: 5493.512207
	Iteration 43Q: 3 clusters Score -7852654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -7852659.500000 Penalty: 5493.512207
	Iteration 44Q: 3 clusters Score -7852660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7852644.000000 Penalty: 5493.512207
	Iteration 45Q: 3 clusters Score -7852644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -7852642.500000 Penalty: 5493.512207
	Iteration 46Q: 3 clusters Score -7852642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -7852632.500000 Penalty: 5493.512207
	Iteration 47Q: 3 clusters Score -7852632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -7852642.000000 Penalty: 5493.512207
	Iteration 48Q: 3 clusters Score -7852642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -7852645.000000 Penalty: 5493.512207
	Iteration 49Q: 3 clusters Score -7852645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -7852651.000000 Penalty: 5493.512207
	Iteration 50Q: 3 clusters Score -7852651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -7852652.500000 Penalty: 5493.512207
	Iteration 51Q: 3 clusters Score -7852652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -7852661.500000 Penalty: 5493.512207
	Iteration 52Q: 3 clusters Score -7852662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7852670.500000 Penalty: 5493.512207
	Iteration 53Q: 3 clusters Score -7852670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -7852663.000000 Penalty: 5493.512207
	Iteration 54Q: 3 clusters Score -7852663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -7852664.500000 Penalty: 5493.512207
	Iteration 55Q: 3 clusters Score -7852664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7852671.000000 Penalty: 5493.512207
	Iteration 56Q: 3 clusters Score -7852671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -7852668.000000 Penalty: 5493.512207
	Iteration 57Q: 3 clusters Score -7852668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7852674.000000 Penalty: 5493.512207
	Iteration 58Q: 3 clusters Score -7852674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -7852666.000000 Penalty: 5493.512207
	Iteration 59Q: 3 clusters Score -7852666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7852659.500000 Penalty: 5493.512207
	Iteration 60F: 3 clusters Score -7852660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7852663.000000 Penalty: 5493.512207
	Iteration 61Q: 3 clusters Score -7852663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7852665.000000 Penalty: 5493.512207
	Iteration 62Q: 3 clusters Score -7852665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -7852664.500000 Penalty: 5493.512207
	Iteration 63Q: 3 clusters Score -7852664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7852661.000000 Penalty: 5493.512207
	Iteration 64Q: 3 clusters Score -7852661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7852660.000000 Penalty: 5493.512207
	Iteration 65Q: 3 clusters Score -7852660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7852659.000000 Penalty: 5493.512207
	Iteration 66Q: 3 clusters Score -7852659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7852664.000000 Penalty: 5493.512207
	Iteration 67Q: 3 clusters Score -7852664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -7852659.000000 Penalty: 5493.512207
	Iteration 68Q: 3 clusters Score -7852659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7852656.500000 Penalty: 5493.512207
	Iteration 69Q: 3 clusters Score -7852656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -7852655.000000 Penalty: 5493.512207
	Iteration 70Q: 3 clusters Score -7852655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -7852656.500000 Penalty: 5493.512207
	Iteration 71Q: 3 clusters Score -7852656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7852662.500000 Penalty: 5493.512207
	Iteration 72Q: 3 clusters Score -7852662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -7852661.500000 Penalty: 5493.512207
	Iteration 73Q: 3 clusters Score -7852662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7852659.000000 Penalty: 5493.512207
	Iteration 74Q: 3 clusters Score -7852659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -7852652.500000 Penalty: 5493.512207
	Iteration 75Q: 3 clusters Score -7852652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -7852660.500000 Penalty: 5493.512207
	Iteration 76Q: 3 clusters Score -7852660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -7852663.000000 Penalty: 5493.512207
	Iteration 77Q: 3 clusters Score -7852663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7852661.000000 Penalty: 5493.512207
	Iteration 78Q: 3 clusters Score -7852661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7852658.000000 Penalty: 5493.512207
	Iteration 79Q: 3 clusters Score -7852658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7852661.000000 Penalty: 5493.512207
	Iteration 80F: 3 clusters Score -7852661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7852662.000000 Penalty: 5493.512207
	Iteration 81Q: 3 clusters Score -7852662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7852669.500000 Penalty: 5493.512207
	Iteration 82Q: 3 clusters Score -7852670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -7852661.500000 Penalty: 5493.512207
	Iteration 83Q: 3 clusters Score -7852662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7852662.500000 Penalty: 5493.512207
	Iteration 84Q: 3 clusters Score -7852662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7852661.000000 Penalty: 5493.512207
	Iteration 85Q: 3 clusters Score -7852661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -7852655.500000 Penalty: 5493.512207
	Iteration 86Q: 3 clusters Score -7852656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7852655.000000 Penalty: 5493.512207
	Iteration 87Q: 3 clusters Score -7852655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -7852653.000000 Penalty: 5493.512207
	Iteration 88Q: 3 clusters Score -7852653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -7852652.500000 Penalty: 5493.512207
	Iteration 89Q: 3 clusters Score -7852652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -7852652.500000 Penalty: 5493.512207
	Iteration 90F: 3 clusters Score -7852652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 213189 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Entering Unmasked Estep 
Score: -134095624.000000 Penalty: 75962.453125
Splitting cluster 2 changes total score from -134073376.000000 to -134095624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -335572.437500 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -335572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -332176.812500 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -332176.8 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -335735.656250 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -335735.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -340895.343750 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -340895.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -345101.593750 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -345101.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -347195.093750 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -347195.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -348051.093750 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -348051.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -348508.156250 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -348508.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -348692.968750 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -348693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -348755.375000 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -348755.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -348775.218750 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -348775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -348780.375000 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -348780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -348783.062500 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -348783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -348784.500000 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -348784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -348784.843750 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -348784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -348785.562500 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -348785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -348786.000000 Penalty: 4098.868652
	Iteration 15F: 3 clusters Score -348786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -348792.843750 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -348792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -348792.687500 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -348792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -348792.687500 Penalty: 4098.868652
	Iteration 18F: 3 clusters Score -348792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 213189 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Entering Unmasked Estep 
Score: -134107672.000000 Penalty: 79415.289062
Splitting cluster 3 changes total score from -134073376.000000 to -134107672.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (34990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Entering Unmasked Estep 
Score: -4285275.500000 Penalty: 2594.778564
	Iteration 0F: 2 clusters Score -4285276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4261568.500000 Penalty: 5189.557129
	Iteration 0F: 3 clusters Score -4261568 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4270767.000000 Penalty: 5189.557129
	Iteration 1F: 3 clusters Score -4270767 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4271965.500000 Penalty: 5189.557129
	Iteration 2F: 3 clusters Score -4271966 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4273231.000000 Penalty: 5189.557129
	Iteration 3F: 3 clusters Score -4273231 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4274676.500000 Penalty: 5189.557129
	Iteration 4F: 3 clusters Score -4274676 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4276268.500000 Penalty: 5189.557129
	Iteration 5F: 3 clusters Score -4276268 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4277995.000000 Penalty: 5189.557129
	Iteration 6F: 3 clusters Score -4277995 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4279728.500000 Penalty: 5189.557129
	Iteration 7F: 3 clusters Score -4279728 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4281195.000000 Penalty: 5189.557129
	Iteration 8F: 3 clusters Score -4281195 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4282280.500000 Penalty: 5189.557129
	Iteration 9Q: 3 clusters Score -4282280 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4283010.000000 Penalty: 5189.557129
	Iteration 10Q: 3 clusters Score -4283010 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4283538.500000 Penalty: 5189.557129
	Iteration 11Q: 3 clusters Score -4283538 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4283844.000000 Penalty: 5189.557129
	Iteration 12Q: 3 clusters Score -4283844 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4284085.000000 Penalty: 5189.557129
	Iteration 13Q: 3 clusters Score -4284085 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4284284.000000 Penalty: 5189.557129
	Iteration 14Q: 3 clusters Score -4284284 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -4284468.000000 Penalty: 5189.557129
	Iteration 15Q: 3 clusters Score -4284468 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4284638.500000 Penalty: 5189.557129
	Iteration 16Q: 3 clusters Score -4284638 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4284798.000000 Penalty: 5189.557129
	Iteration 17Q: 3 clusters Score -4284798 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4284991.000000 Penalty: 5189.557129
	Iteration 18Q: 3 clusters Score -4284991 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4285217.500000 Penalty: 5189.557129
	Iteration 19Q: 3 clusters Score -4285218 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4285423.500000 Penalty: 5189.557129
	Iteration 20F: 3 clusters Score -4285424 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4285714.000000 Penalty: 5189.557129
	Iteration 21Q: 3 clusters Score -4285714 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4285923.500000 Penalty: 5189.557129
	Iteration 22Q: 3 clusters Score -4285924 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4286109.500000 Penalty: 5189.557129
	Iteration 23Q: 3 clusters Score -4286110 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4286224.000000 Penalty: 5189.557129
	Iteration 24Q: 3 clusters Score -4286224 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4286361.500000 Penalty: 5189.557129
	Iteration 25Q: 3 clusters Score -4286362 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4286524.500000 Penalty: 5189.557129
	Iteration 26Q: 3 clusters Score -4286524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4286710.500000 Penalty: 5189.557129
	Iteration 27Q: 3 clusters Score -4286710 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4286970.500000 Penalty: 5189.557129
	Iteration 28Q: 3 clusters Score -4286970 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4287231.500000 Penalty: 5189.557129
	Iteration 29Q: 3 clusters Score -4287232 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4287453.000000 Penalty: 5189.557129
	Iteration 30Q: 3 clusters Score -4287453 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4287564.000000 Penalty: 5189.557129
	Iteration 31Q: 3 clusters Score -4287564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4287611.000000 Penalty: 5189.557129
	Iteration 32Q: 3 clusters Score -4287611 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4287654.500000 Penalty: 5189.557129
	Iteration 33Q: 3 clusters Score -4287654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4287694.500000 Penalty: 5189.557129
	Iteration 34Q: 3 clusters Score -4287694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4287720.500000 Penalty: 5189.557129
	Iteration 35Q: 3 clusters Score -4287720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4287740.500000 Penalty: 5189.557129
	Iteration 36Q: 3 clusters Score -4287740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4287745.500000 Penalty: 5189.557129
	Iteration 37Q: 3 clusters Score -4287746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4287752.000000 Penalty: 5189.557129
	Iteration 38Q: 3 clusters Score -4287752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4287760.000000 Penalty: 5189.557129
	Iteration 39Q: 3 clusters Score -4287760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4287773.000000 Penalty: 5189.557129
	Iteration 40F: 3 clusters Score -4287773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4287774.500000 Penalty: 5189.557129
	Iteration 41Q: 3 clusters Score -4287774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4287774.000000 Penalty: 5189.557129
	Iteration 42Q: 3 clusters Score -4287774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4287776.000000 Penalty: 5189.557129
	Iteration 43Q: 3 clusters Score -4287776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4287780.500000 Penalty: 5189.557129
	Iteration 44Q: 3 clusters Score -4287780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4287777.000000 Penalty: 5189.557129
	Iteration 45Q: 3 clusters Score -4287777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4287774.500000 Penalty: 5189.557129
	Iteration 46Q: 3 clusters Score -4287774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4287774.500000 Penalty: 5189.557129
	Iteration 47Q: 3 clusters Score -4287774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4287774.500000 Penalty: 5189.557129
	Iteration 48Q: 3 clusters Score -4287774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4287772.000000 Penalty: 5189.557129
	Iteration 49Q: 3 clusters Score -4287772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4287772.000000 Penalty: 5189.557129
	Iteration 50F: 3 clusters Score -4287772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 213189 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Entering Unmasked Estep 
Score: -134109488.000000 Penalty: 82868.132812
Splitting cluster 4 changes total score from -134073376.000000 to -134109488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (44560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Entering Unmasked Estep 
Score: -4962025.500000 Penalty: 2654.738770
	Iteration 0F: 2 clusters Score -4962026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4932130.500000 Penalty: 5309.477539
	Iteration 0F: 3 clusters Score -4932130 nChanged 20460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4945605.000000 Penalty: 5309.477539
	Iteration 1F: 3 clusters Score -4945605 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4950645.000000 Penalty: 5309.477539
	Iteration 2F: 3 clusters Score -4950645 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4955971.000000 Penalty: 5309.477539
	Iteration 3F: 3 clusters Score -4955971 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4960195.500000 Penalty: 5309.477539
	Iteration 4F: 3 clusters Score -4960196 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4962999.500000 Penalty: 5309.477539
	Iteration 5F: 3 clusters Score -4963000 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4964834.000000 Penalty: 5309.477539
	Iteration 6F: 3 clusters Score -4964834 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4966062.500000 Penalty: 5309.477539
	Iteration 7Q: 3 clusters Score -4966062 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4967122.500000 Penalty: 5309.477539
	Iteration 8Q: 3 clusters Score -4967122 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4968274.500000 Penalty: 5309.477539
	Iteration 9Q: 3 clusters Score -4968274 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4969574.000000 Penalty: 5309.477539
	Iteration 10Q: 3 clusters Score -4969574 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4970727.000000 Penalty: 5309.477539
	Iteration 11Q: 3 clusters Score -4970727 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -4971528.000000 Penalty: 5309.477539
	Iteration 12Q: 3 clusters Score -4971528 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4972185.000000 Penalty: 5309.477539
	Iteration 13Q: 3 clusters Score -4972185 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4972786.000000 Penalty: 5309.477539
	Iteration 14Q: 3 clusters Score -4972786 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4973419.500000 Penalty: 5309.477539
	Iteration 15Q: 3 clusters Score -4973420 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4974097.500000 Penalty: 5309.477539
	Iteration 16Q: 3 clusters Score -4974098 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4974626.000000 Penalty: 5309.477539
	Iteration 17Q: 3 clusters Score -4974626 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4975020.000000 Penalty: 5309.477539
	Iteration 18Q: 3 clusters Score -4975020 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4975236.500000 Penalty: 5309.477539
	Iteration 19Q: 3 clusters Score -4975236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4975401.500000 Penalty: 5309.477539
	Iteration 20F: 3 clusters Score -4975402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4975507.500000 Penalty: 5309.477539
	Iteration 21Q: 3 clusters Score -4975508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4975554.000000 Penalty: 5309.477539
	Iteration 22Q: 3 clusters Score -4975554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4975578.000000 Penalty: 5309.477539
	Iteration 23Q: 3 clusters Score -4975578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4975596.500000 Penalty: 5309.477539
	Iteration 24Q: 3 clusters Score -4975596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4975612.500000 Penalty: 5309.477539
	Iteration 25Q: 3 clusters Score -4975612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4975629.500000 Penalty: 5309.477539
	Iteration 26Q: 3 clusters Score -4975630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4975637.000000 Penalty: 5309.477539
	Iteration 27Q: 3 clusters Score -4975637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4975630.500000 Penalty: 5309.477539
	Iteration 28Q: 3 clusters Score -4975630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -4975631.500000 Penalty: 5309.477539
	Iteration 29Q: 3 clusters Score -4975632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -4975638.500000 Penalty: 5309.477539
	Iteration 30Q: 3 clusters Score -4975638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -4975644.500000 Penalty: 5309.477539
	Iteration 31Q: 3 clusters Score -4975644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -4975644.000000 Penalty: 5309.477539
	Iteration 32Q: 3 clusters Score -4975644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4975641.500000 Penalty: 5309.477539
	Iteration 33Q: 3 clusters Score -4975642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -4975641.500000 Penalty: 5309.477539
	Iteration 34Q: 3 clusters Score -4975642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -4975641.500000 Penalty: 5309.477539
	Iteration 35F: 3 clusters Score -4975642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 213189 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Entering Unmasked Estep 
Score: -134123256.000000 Penalty: 86320.968750
Splitting cluster 5 changes total score from -134073376.000000 to -134123256.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (213189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213189 members 
Entering Unmasked Estep 
Score: -26279404.000000 Penalty: 3042.943848
	Iteration 0F: 2 clusters Score -2.62794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -26148226.000000 Penalty: 6085.887695
	Iteration 0F: 3 clusters Score -2.614823e+07 nChanged 102343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -26210560.000000 Penalty: 6085.887695
	Iteration 1F: 3 clusters Score -2.621056e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -26214156.000000 Penalty: 6085.887695
	Iteration 2Q: 3 clusters Score -2.621416e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -26219516.000000 Penalty: 6085.887695
	Iteration 3Q: 3 clusters Score -2.621952e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -26227022.000000 Penalty: 6085.887695
	Iteration 4F: 3 clusters Score -2.622702e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -26236418.000000 Penalty: 6085.887695
	Iteration 5F: 3 clusters Score -2.623642e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -26247214.000000 Penalty: 6085.887695
	Iteration 6F: 3 clusters Score -2.624721e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -26258834.000000 Penalty: 6085.887695
	Iteration 7F: 3 clusters Score -2.625883e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -26268598.000000 Penalty: 6085.887695
	Iteration 8F: 3 clusters Score -2.62686e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -26274306.000000 Penalty: 6085.887695
	Iteration 9Q: 3 clusters Score -2.627431e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176940 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -26277068.000000 Penalty: 6085.887695
	Iteration 10Q: 3 clusters Score -2.627707e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178951 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -26278536.000000 Penalty: 6085.887695
	Iteration 11Q: 3 clusters Score -2.627854e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180249 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -26279156.000000 Penalty: 6085.887695
	Iteration 12Q: 3 clusters Score -2.627916e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -26279520.000000 Penalty: 6085.887695
	Iteration 13Q: 3 clusters Score -2.627952e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -26279698.000000 Penalty: 6085.887695
	Iteration 14Q: 3 clusters Score -2.62797e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -26279874.000000 Penalty: 6085.887695
	Iteration 15Q: 3 clusters Score -2.627987e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182245 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -26279926.000000 Penalty: 6085.887695
	Iteration 16Q: 3 clusters Score -2.627993e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -26279980.000000 Penalty: 6085.887695
	Iteration 17Q: 3 clusters Score -2.627998e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -26279964.000000 Penalty: 6085.887695
	Iteration 18Q: 3 clusters Score -2.627996e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182549 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -26279944.000000 Penalty: 6085.887695
	Iteration 19Q: 3 clusters Score -2.627994e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -26280046.000000 Penalty: 6085.887695
	Iteration 20F: 3 clusters Score -2.628005e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182522 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -26280040.000000 Penalty: 6085.887695
	Iteration 21Q: 3 clusters Score -2.628004e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182509 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -26280056.000000 Penalty: 6085.887695
	Iteration 22Q: 3 clusters Score -2.628006e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182465 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -26280172.000000 Penalty: 6085.887695
	Iteration 23Q: 3 clusters Score -2.628017e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182381 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -26280204.000000 Penalty: 6085.887695
	Iteration 24Q: 3 clusters Score -2.62802e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182285 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -26280166.000000 Penalty: 6085.887695
	Iteration 25Q: 3 clusters Score -2.628017e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -26280154.000000 Penalty: 6085.887695
	Iteration 26Q: 3 clusters Score -2.628015e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -26280154.000000 Penalty: 6085.887695
	Iteration 27Q: 3 clusters Score -2.628015e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181673 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -26280156.000000 Penalty: 6085.887695
	Iteration 28Q: 3 clusters Score -2.628016e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -26280386.000000 Penalty: 6085.887695
	Iteration 29Q: 3 clusters Score -2.628039e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180924 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -26280536.000000 Penalty: 6085.887695
	Iteration 30Q: 3 clusters Score -2.628054e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -26280710.000000 Penalty: 6085.887695
	Iteration 31Q: 3 clusters Score -2.628071e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -26281020.000000 Penalty: 6085.887695
	Iteration 32Q: 3 clusters Score -2.628102e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178932 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -26281412.000000 Penalty: 6085.887695
	Iteration 33Q: 3 clusters Score -2.628141e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -26281900.000000 Penalty: 6085.887695
	Iteration 34Q: 3 clusters Score -2.62819e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -26282552.000000 Penalty: 6085.887695
	Iteration 35Q: 3 clusters Score -2.628255e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -26283512.000000 Penalty: 6085.887695
	Iteration 36Q: 3 clusters Score -2.628351e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174318 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -26284476.000000 Penalty: 6085.887695
	Iteration 37Q: 3 clusters Score -2.628448e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173002 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -26285312.000000 Penalty: 6085.887695
	Iteration 38Q: 3 clusters Score -2.628531e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -26286086.000000 Penalty: 6085.887695
	Iteration 39Q: 3 clusters Score -2.628609e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -26287924.000000 Penalty: 6085.887695
	Iteration 40F: 3 clusters Score -2.628792e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -26290192.000000 Penalty: 6085.887695
	Iteration 41Q: 3 clusters Score -2.629019e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -26292490.000000 Penalty: 6085.887695
	Iteration 42Q: 3 clusters Score -2.629249e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -26294272.000000 Penalty: 6085.887695
	Iteration 43Q: 3 clusters Score -2.629427e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -26295668.000000 Penalty: 6085.887695
	Iteration 44Q: 3 clusters Score -2.629567e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -26296630.000000 Penalty: 6085.887695
	Iteration 45Q: 3 clusters Score -2.629663e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -26297314.000000 Penalty: 6085.887695
	Iteration 46Q: 3 clusters Score -2.629731e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -26297878.000000 Penalty: 6085.887695
	Iteration 47Q: 3 clusters Score -2.629788e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -26298222.000000 Penalty: 6085.887695
	Iteration 48Q: 3 clusters Score -2.629822e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -26298582.000000 Penalty: 6085.887695
	Iteration 49Q: 3 clusters Score -2.629858e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -26298928.000000 Penalty: 6085.887695
	Iteration 50Q: 3 clusters Score -2.629893e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -26299294.000000 Penalty: 6085.887695
	Iteration 51Q: 3 clusters Score -2.629929e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -26299520.000000 Penalty: 6085.887695
	Iteration 52Q: 3 clusters Score -2.629952e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -26299858.000000 Penalty: 6085.887695
	Iteration 53Q: 3 clusters Score -2.629986e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145770 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -26300078.000000 Penalty: 6085.887695
	Iteration 54Q: 3 clusters Score -2.630008e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -26300092.000000 Penalty: 6085.887695
	Iteration 55Q: 3 clusters Score -2.630009e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143435 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -26300236.000000 Penalty: 6085.887695
	Iteration 56Q: 3 clusters Score -2.630024e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -26300460.000000 Penalty: 6085.887695
	Iteration 57Q: 3 clusters Score -2.630046e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -26300538.000000 Penalty: 6085.887695
	Iteration 58Q: 3 clusters Score -2.630054e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -26300672.000000 Penalty: 6085.887695
	Iteration 59Q: 3 clusters Score -2.630067e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -26300930.000000 Penalty: 6085.887695
	Iteration 60F: 3 clusters Score -2.630093e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -26301072.000000 Penalty: 6085.887695
	Iteration 61Q: 3 clusters Score -2.630107e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -26301196.000000 Penalty: 6085.887695
	Iteration 62Q: 3 clusters Score -2.63012e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -26301410.000000 Penalty: 6085.887695
	Iteration 63Q: 3 clusters Score -2.630141e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -26301418.000000 Penalty: 6085.887695
	Iteration 64Q: 3 clusters Score -2.630142e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134999 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -26301496.000000 Penalty: 6085.887695
	Iteration 65Q: 3 clusters Score -2.63015e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -26301638.000000 Penalty: 6085.887695
	Iteration 66Q: 3 clusters Score -2.630164e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -26301618.000000 Penalty: 6085.887695
	Iteration 67Q: 3 clusters Score -2.630162e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -26301664.000000 Penalty: 6085.887695
	Iteration 68Q: 3 clusters Score -2.630166e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -26301726.000000 Penalty: 6085.887695
	Iteration 69Q: 3 clusters Score -2.630173e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -26301752.000000 Penalty: 6085.887695
	Iteration 70Q: 3 clusters Score -2.630175e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131958 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -26301738.000000 Penalty: 6085.887695
	Iteration 71Q: 3 clusters Score -2.630174e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -26301752.000000 Penalty: 6085.887695
	Iteration 72Q: 3 clusters Score -2.630175e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -26301738.000000 Penalty: 6085.887695
	Iteration 73Q: 3 clusters Score -2.630174e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -26301780.000000 Penalty: 6085.887695
	Iteration 74Q: 3 clusters Score -2.630178e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -26301786.000000 Penalty: 6085.887695
	Iteration 75Q: 3 clusters Score -2.630179e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130596 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -26301804.000000 Penalty: 6085.887695
	Iteration 76Q: 3 clusters Score -2.63018e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -26301860.000000 Penalty: 6085.887695
	Iteration 77Q: 3 clusters Score -2.630186e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130211 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -26301818.000000 Penalty: 6085.887695
	Iteration 78Q: 3 clusters Score -2.630182e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -26301794.000000 Penalty: 6085.887695
	Iteration 79Q: 3 clusters Score -2.630179e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -26301822.000000 Penalty: 6085.887695
	Iteration 80F: 3 clusters Score -2.630182e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129791 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -26301862.000000 Penalty: 6085.887695
	Iteration 81Q: 3 clusters Score -2.630186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -26301844.000000 Penalty: 6085.887695
	Iteration 82Q: 3 clusters Score -2.630184e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -26301878.000000 Penalty: 6085.887695
	Iteration 83Q: 3 clusters Score -2.630188e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129504 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -26301846.000000 Penalty: 6085.887695
	Iteration 84Q: 3 clusters Score -2.630185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -26301874.000000 Penalty: 6085.887695
	Iteration 85Q: 3 clusters Score -2.630187e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -26301874.000000 Penalty: 6085.887695
	Iteration 86Q: 3 clusters Score -2.630187e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -26301904.000000 Penalty: 6085.887695
	Iteration 87Q: 3 clusters Score -2.63019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -26301918.000000 Penalty: 6085.887695
	Iteration 88Q: 3 clusters Score -2.630192e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -26301956.000000 Penalty: 6085.887695
	Iteration 89Q: 3 clusters Score -2.630196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -26301964.000000 Penalty: 6085.887695
	Iteration 90Q: 3 clusters Score -2.630196e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -26301938.000000 Penalty: 6085.887695
	Iteration 91Q: 3 clusters Score -2.630194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -26301946.000000 Penalty: 6085.887695
	Iteration 92Q: 3 clusters Score -2.630195e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -26301966.000000 Penalty: 6085.887695
	Iteration 93Q: 3 clusters Score -2.630197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128800 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -26301966.000000 Penalty: 6085.887695
	Iteration 94Q: 3 clusters Score -2.630197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128776 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -26301960.000000 Penalty: 6085.887695
	Iteration 95Q: 3 clusters Score -2.630196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -26301958.000000 Penalty: 6085.887695
	Iteration 96Q: 3 clusters Score -2.630196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128713 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -26301946.000000 Penalty: 6085.887695
	Iteration 97Q: 3 clusters Score -2.630195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -26301930.000000 Penalty: 6085.887695
	Iteration 98Q: 3 clusters Score -2.630193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -26301934.000000 Penalty: 6085.887695
	Iteration 99Q: 3 clusters Score -2.630193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -26301942.000000 Penalty: 6085.887695
	Iteration 100F: 3 clusters Score -2.630194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128598 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -26301934.000000 Penalty: 6085.887695
	Iteration 101Q: 3 clusters Score -2.630193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128573 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -26301938.000000 Penalty: 6085.887695
	Iteration 102Q: 3 clusters Score -2.630194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -26301940.000000 Penalty: 6085.887695
	Iteration 103Q: 3 clusters Score -2.630194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128529 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -26301946.000000 Penalty: 6085.887695
	Iteration 104Q: 3 clusters Score -2.630195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -26301932.000000 Penalty: 6085.887695
	Iteration 105Q: 3 clusters Score -2.630193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -26301922.000000 Penalty: 6085.887695
	Iteration 106Q: 3 clusters Score -2.630192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -26301936.000000 Penalty: 6085.887695
	Iteration 107Q: 3 clusters Score -2.630194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -26301928.000000 Penalty: 6085.887695
	Iteration 108Q: 3 clusters Score -2.630193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -26301930.000000 Penalty: 6085.887695
	Iteration 109Q: 3 clusters Score -2.630193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -26301936.000000 Penalty: 6085.887695
	Iteration 110Q: 3 clusters Score -2.630194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -26301944.000000 Penalty: 6085.887695
	Iteration 111Q: 3 clusters Score -2.630194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128472 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -26301946.000000 Penalty: 6085.887695
	Iteration 112Q: 3 clusters Score -2.630195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -26301934.000000 Penalty: 6085.887695
	Iteration 113Q: 3 clusters Score -2.630193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -26301932.000000 Penalty: 6085.887695
	Iteration 114Q: 3 clusters Score -2.630193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128464 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -26301942.000000 Penalty: 6085.887695
	Iteration 115Q: 3 clusters Score -2.630194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -26301948.000000 Penalty: 6085.887695
	Iteration 116Q: 3 clusters Score -2.630195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -26301952.000000 Penalty: 6085.887695
	Iteration 117Q: 3 clusters Score -2.630195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -26301952.000000 Penalty: 6085.887695
	Iteration 118F: 3 clusters Score -2.630195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Entering Unmasked Estep 
Score: -134144848.000000 Penalty: 89773.812500
Splitting cluster 6 changes total score from -134073376.000000 to -134144848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (20895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Entering Unmasked Estep 
Score: -2473886.500000 Penalty: 2466.921875
	Iteration 0F: 2 clusters Score -2473886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2459571.000000 Penalty: 4933.843750
	Iteration 0F: 3 clusters Score -2459571 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2469072.500000 Penalty: 4933.843750
	Iteration 1F: 3 clusters Score -2469072 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2477003.500000 Penalty: 4933.843750
	Iteration 2F: 3 clusters Score -2477004 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2482914.000000 Penalty: 4933.843750
	Iteration 3F: 3 clusters Score -2482914 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2486288.750000 Penalty: 4933.843750
	Iteration 4F: 3 clusters Score -2486289 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2489726.000000 Penalty: 4933.843750
	Iteration 5Q: 3 clusters Score -2489726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2490009.750000 Penalty: 4933.843750
	Iteration 6Q: 3 clusters Score -2490010 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2490128.750000 Penalty: 4933.843750
	Iteration 7Q: 3 clusters Score -2490129 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2490216.500000 Penalty: 4933.843750
	Iteration 8Q: 3 clusters Score -2490216 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2490357.000000 Penalty: 4933.843750
	Iteration 9Q: 3 clusters Score -2490357 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2490572.750000 Penalty: 4933.843750
	Iteration 10Q: 3 clusters Score -2490573 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2490894.000000 Penalty: 4933.843750
	Iteration 11Q: 3 clusters Score -2490894 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2491257.250000 Penalty: 4933.843750
	Iteration 12Q: 3 clusters Score -2491257 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2491565.500000 Penalty: 4933.843750
	Iteration 13Q: 3 clusters Score -2491566 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2491788.750000 Penalty: 4933.843750
	Iteration 14Q: 3 clusters Score -2491789 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2491969.500000 Penalty: 4933.843750
	Iteration 15Q: 3 clusters Score -2491970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2492112.500000 Penalty: 4933.843750
	Iteration 16Q: 3 clusters Score -2492112 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2492246.250000 Penalty: 4933.843750
	Iteration 17Q: 3 clusters Score -2492246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2492359.250000 Penalty: 4933.843750
	Iteration 18Q: 3 clusters Score -2492359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2492446.750000 Penalty: 4933.843750
	Iteration 19Q: 3 clusters Score -2492447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2492599.500000 Penalty: 4933.843750
	Iteration 20F: 3 clusters Score -2492600 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2492780.000000 Penalty: 4933.843750
	Iteration 21Q: 3 clusters Score -2492780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2493029.250000 Penalty: 4933.843750
	Iteration 22Q: 3 clusters Score -2493029 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2493339.000000 Penalty: 4933.843750
	Iteration 23Q: 3 clusters Score -2493339 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2493816.750000 Penalty: 4933.843750
	Iteration 24Q: 3 clusters Score -2493817 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2494429.750000 Penalty: 4933.843750
	Iteration 25Q: 3 clusters Score -2494430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2494610.750000 Penalty: 4933.843750
	Iteration 26Q: 3 clusters Score -2494611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2494637.250000 Penalty: 4933.843750
	Iteration 27Q: 3 clusters Score -2494637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2494650.000000 Penalty: 4933.843750
	Iteration 28Q: 3 clusters Score -2494650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2494649.750000 Penalty: 4933.843750
	Iteration 29Q: 3 clusters Score -2494650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2494646.250000 Penalty: 4933.843750
	Iteration 30Q: 3 clusters Score -2494646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2494646.250000 Penalty: 4933.843750
	Iteration 31F: 3 clusters Score -2494646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Entering Unmasked Estep 
Score: -134163968.000000 Penalty: 93226.648438
Splitting cluster 7 changes total score from -134073376.000000 to -134163968.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (15832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Entering Unmasked Estep 
Score: -1845912.500000 Penalty: 2398.107422
	Iteration 0F: 2 clusters Score -1845912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1834751.875000 Penalty: 4796.214844
	Iteration 0F: 3 clusters Score -1834752 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1842097.875000 Penalty: 4796.214844
	Iteration 1F: 3 clusters Score -1842098 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1845949.375000 Penalty: 4796.214844
	Iteration 2F: 3 clusters Score -1845949 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1849223.750000 Penalty: 4796.214844
	Iteration 3F: 3 clusters Score -1849224 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1851140.000000 Penalty: 4796.214844
	Iteration 4F: 3 clusters Score -1851140 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1851977.375000 Penalty: 4796.214844
	Iteration 5F: 3 clusters Score -1851977 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1852344.750000 Penalty: 4796.214844
	Iteration 6Q: 3 clusters Score -1852345 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1852522.875000 Penalty: 4796.214844
	Iteration 7Q: 3 clusters Score -1852523 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1852609.000000 Penalty: 4796.214844
	Iteration 8Q: 3 clusters Score -1852609 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1852641.375000 Penalty: 4796.214844
	Iteration 9Q: 3 clusters Score -1852641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1852675.125000 Penalty: 4796.214844
	Iteration 10Q: 3 clusters Score -1852675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1852684.375000 Penalty: 4796.214844
	Iteration 11Q: 3 clusters Score -1852684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1852703.375000 Penalty: 4796.214844
	Iteration 12Q: 3 clusters Score -1852703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1852715.125000 Penalty: 4796.214844
	Iteration 13Q: 3 clusters Score -1852715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1852722.750000 Penalty: 4796.214844
	Iteration 14Q: 3 clusters Score -1852723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1852731.500000 Penalty: 4796.214844
	Iteration 15Q: 3 clusters Score -1852732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1852740.000000 Penalty: 4796.214844
	Iteration 16Q: 3 clusters Score -1852740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1852738.625000 Penalty: 4796.214844
	Iteration 17Q: 3 clusters Score -1852739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1852742.625000 Penalty: 4796.214844
	Iteration 18Q: 3 clusters Score -1852743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1852748.500000 Penalty: 4796.214844
	Iteration 19Q: 3 clusters Score -1852748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1852751.250000 Penalty: 4796.214844
	Iteration 20F: 3 clusters Score -1852751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1852750.250000 Penalty: 4796.214844
	Iteration 21Q: 3 clusters Score -1852750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1852749.750000 Penalty: 4796.214844
	Iteration 22Q: 3 clusters Score -1852750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1852751.875000 Penalty: 4796.214844
	Iteration 23Q: 3 clusters Score -1852752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1852754.125000 Penalty: 4796.214844
	Iteration 24Q: 3 clusters Score -1852754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1852760.000000 Penalty: 4796.214844
	Iteration 25Q: 3 clusters Score -1852760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1852756.500000 Penalty: 4796.214844
	Iteration 26Q: 3 clusters Score -1852756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1852758.000000 Penalty: 4796.214844
	Iteration 27Q: 3 clusters Score -1852758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1852755.750000 Penalty: 4796.214844
	Iteration 28Q: 3 clusters Score -1852756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1852753.875000 Penalty: 4796.214844
	Iteration 29Q: 3 clusters Score -1852754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1852754.375000 Penalty: 4796.214844
	Iteration 30Q: 3 clusters Score -1852754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1852754.250000 Penalty: 4796.214844
	Iteration 31Q: 3 clusters Score -1852754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1852753.875000 Penalty: 4796.214844
	Iteration 32Q: 3 clusters Score -1852754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1852753.875000 Penalty: 4796.214844
	Iteration 33F: 3 clusters Score -1852754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Entering Unmasked Estep 
Score: -134169632.000000 Penalty: 96679.484375
Splitting cluster 8 changes total score from -134073376.000000 to -134169632.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (41438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Entering Unmasked Estep 
Score: -5034616.500000 Penalty: 2636.724365
	Iteration 0F: 2 clusters Score -5034616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5006758.000000 Penalty: 5273.448730
	Iteration 0F: 3 clusters Score -5006758 nChanged 19080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5020283.500000 Penalty: 5273.448730
	Iteration 1F: 3 clusters Score -5020284 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5023926.500000 Penalty: 5273.448730
	Iteration 2F: 3 clusters Score -5023926 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5027328.500000 Penalty: 5273.448730
	Iteration 3F: 3 clusters Score -5027328 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5030142.000000 Penalty: 5273.448730
	Iteration 4F: 3 clusters Score -5030142 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -5032525.500000 Penalty: 5273.448730
	Iteration 5F: 3 clusters Score -5032526 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5034693.500000 Penalty: 5273.448730
	Iteration 6F: 3 clusters Score -5034694 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5036539.000000 Penalty: 5273.448730
	Iteration 7F: 3 clusters Score -5036539 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -5037788.000000 Penalty: 5273.448730
	Iteration 8Q: 3 clusters Score -5037788 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -5038524.000000 Penalty: 5273.448730
	Iteration 9Q: 3 clusters Score -5038524 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5038945.500000 Penalty: 5273.448730
	Iteration 10Q: 3 clusters Score -5038946 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5039216.500000 Penalty: 5273.448730
	Iteration 11Q: 3 clusters Score -5039216 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5039451.000000 Penalty: 5273.448730
	Iteration 12Q: 3 clusters Score -5039451 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -5039596.000000 Penalty: 5273.448730
	Iteration 13Q: 3 clusters Score -5039596 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5039705.000000 Penalty: 5273.448730
	Iteration 14Q: 3 clusters Score -5039705 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5039784.000000 Penalty: 5273.448730
	Iteration 15Q: 3 clusters Score -5039784 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5039832.000000 Penalty: 5273.448730
	Iteration 16Q: 3 clusters Score -5039832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -5039859.500000 Penalty: 5273.448730
	Iteration 17Q: 3 clusters Score -5039860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -5039906.000000 Penalty: 5273.448730
	Iteration 18Q: 3 clusters Score -5039906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -5039906.500000 Penalty: 5273.448730
	Iteration 19Q: 3 clusters Score -5039906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -5039911.000000 Penalty: 5273.448730
	Iteration 20F: 3 clusters Score -5039911 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5039903.500000 Penalty: 5273.448730
	Iteration 21Q: 3 clusters Score -5039904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -5039914.000000 Penalty: 5273.448730
	Iteration 22Q: 3 clusters Score -5039914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -5039913.500000 Penalty: 5273.448730
	Iteration 23Q: 3 clusters Score -5039914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5039918.000000 Penalty: 5273.448730
	Iteration 24Q: 3 clusters Score -5039918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -5039926.500000 Penalty: 5273.448730
	Iteration 25Q: 3 clusters Score -5039926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -5039935.500000 Penalty: 5273.448730
	Iteration 26Q: 3 clusters Score -5039936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -5039934.000000 Penalty: 5273.448730
	Iteration 27Q: 3 clusters Score -5039934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -5039934.500000 Penalty: 5273.448730
	Iteration 28Q: 3 clusters Score -5039934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5039943.500000 Penalty: 5273.448730
	Iteration 29Q: 3 clusters Score -5039944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5039936.000000 Penalty: 5273.448730
	Iteration 30Q: 3 clusters Score -5039936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -5039933.500000 Penalty: 5273.448730
	Iteration 31Q: 3 clusters Score -5039934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -5039929.000000 Penalty: 5273.448730
	Iteration 32Q: 3 clusters Score -5039929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5039936.000000 Penalty: 5273.448730
	Iteration 33Q: 3 clusters Score -5039936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5039932.500000 Penalty: 5273.448730
	Iteration 34Q: 3 clusters Score -5039932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5039928.000000 Penalty: 5273.448730
	Iteration 35Q: 3 clusters Score -5039928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5039924.000000 Penalty: 5273.448730
	Iteration 36Q: 3 clusters Score -5039924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5039933.000000 Penalty: 5273.448730
	Iteration 37Q: 3 clusters Score -5039933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -5039930.500000 Penalty: 5273.448730
	Iteration 38Q: 3 clusters Score -5039930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5039936.000000 Penalty: 5273.448730
	Iteration 39Q: 3 clusters Score -5039936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5039936.000000 Penalty: 5273.448730
	Iteration 40F: 3 clusters Score -5039936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -5039940.500000 Penalty: 5273.448730
	Iteration 41Q: 3 clusters Score -5039940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5039946.500000 Penalty: 5273.448730
	Iteration 42Q: 3 clusters Score -5039946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -5039948.000000 Penalty: 5273.448730
	Iteration 43Q: 3 clusters Score -5039948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -5039950.500000 Penalty: 5273.448730
	Iteration 44Q: 3 clusters Score -5039950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5039956.000000 Penalty: 5273.448730
	Iteration 45Q: 3 clusters Score -5039956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -5039959.500000 Penalty: 5273.448730
	Iteration 46Q: 3 clusters Score -5039960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -5039960.000000 Penalty: 5273.448730
	Iteration 47Q: 3 clusters Score -5039960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -5039963.000000 Penalty: 5273.448730
	Iteration 48Q: 3 clusters Score -5039963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5039956.500000 Penalty: 5273.448730
	Iteration 49Q: 3 clusters Score -5039956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5039959.000000 Penalty: 5273.448730
	Iteration 50Q: 3 clusters Score -5039959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -5039958.500000 Penalty: 5273.448730
	Iteration 51Q: 3 clusters Score -5039958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -5039958.500000 Penalty: 5273.448730
	Iteration 52F: 3 clusters Score -5039958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 20021 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Entering Unmasked Estep 
Score: -134174384.000000 Penalty: 100132.328125
Splitting cluster 9 changes total score from -134073376.000000 to -134174384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (35074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Entering Unmasked Estep 
Score: -4394846.000000 Penalty: 2595.373535
	Iteration 0F: 2 clusters Score -4394846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4370940.000000 Penalty: 5190.747070
	Iteration 0F: 3 clusters Score -4370940 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4379817.500000 Penalty: 5190.747070
	Iteration 1F: 3 clusters Score -4379818 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4380678.000000 Penalty: 5190.747070
	Iteration 2F: 3 clusters Score -4380678 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4381704.500000 Penalty: 5190.747070
	Iteration 3F: 3 clusters Score -4381704 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4383079.000000 Penalty: 5190.747070
	Iteration 4F: 3 clusters Score -4383079 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4384413.500000 Penalty: 5190.747070
	Iteration 5F: 3 clusters Score -4384414 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4385436.000000 Penalty: 5190.747070
	Iteration 6F: 3 clusters Score -4385436 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4386272.000000 Penalty: 5190.747070
	Iteration 7F: 3 clusters Score -4386272 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4386930.500000 Penalty: 5190.747070
	Iteration 8Q: 3 clusters Score -4386930 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4387483.500000 Penalty: 5190.747070
	Iteration 9Q: 3 clusters Score -4387484 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4387919.500000 Penalty: 5190.747070
	Iteration 10Q: 3 clusters Score -4387920 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4388298.500000 Penalty: 5190.747070
	Iteration 11Q: 3 clusters Score -4388298 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4388668.000000 Penalty: 5190.747070
	Iteration 12Q: 3 clusters Score -4388668 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4388915.000000 Penalty: 5190.747070
	Iteration 13Q: 3 clusters Score -4388915 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4389134.500000 Penalty: 5190.747070
	Iteration 14Q: 3 clusters Score -4389134 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4389328.000000 Penalty: 5190.747070
	Iteration 15Q: 3 clusters Score -4389328 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4389543.500000 Penalty: 5190.747070
	Iteration 16Q: 3 clusters Score -4389544 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4389750.000000 Penalty: 5190.747070
	Iteration 17Q: 3 clusters Score -4389750 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4389949.500000 Penalty: 5190.747070
	Iteration 18Q: 3 clusters Score -4389950 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4390180.500000 Penalty: 5190.747070
	Iteration 19Q: 3 clusters Score -4390180 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -4390464.000000 Penalty: 5190.747070
	Iteration 20F: 3 clusters Score -4390464 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4390764.500000 Penalty: 5190.747070
	Iteration 21Q: 3 clusters Score -4390764 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4391117.000000 Penalty: 5190.747070
	Iteration 22Q: 3 clusters Score -4391117 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4391445.000000 Penalty: 5190.747070
	Iteration 23Q: 3 clusters Score -4391445 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4391822.500000 Penalty: 5190.747070
	Iteration 24Q: 3 clusters Score -4391822 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4392270.000000 Penalty: 5190.747070
	Iteration 25Q: 3 clusters Score -4392270 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -4392775.500000 Penalty: 5190.747070
	Iteration 26Q: 3 clusters Score -4392776 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4393213.000000 Penalty: 5190.747070
	Iteration 27Q: 3 clusters Score -4393213 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4393588.000000 Penalty: 5190.747070
	Iteration 28Q: 3 clusters Score -4393588 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4393899.500000 Penalty: 5190.747070
	Iteration 29Q: 3 clusters Score -4393900 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4394146.000000 Penalty: 5190.747070
	Iteration 30Q: 3 clusters Score -4394146 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4394300.500000 Penalty: 5190.747070
	Iteration 31Q: 3 clusters Score -4394300 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4394375.000000 Penalty: 5190.747070
	Iteration 32Q: 3 clusters Score -4394375 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4394466.000000 Penalty: 5190.747070
	Iteration 33Q: 3 clusters Score -4394466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4394535.000000 Penalty: 5190.747070
	Iteration 34Q: 3 clusters Score -4394535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4394577.500000 Penalty: 5190.747070
	Iteration 35Q: 3 clusters Score -4394578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4394600.500000 Penalty: 5190.747070
	Iteration 36Q: 3 clusters Score -4394600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4394608.000000 Penalty: 5190.747070
	Iteration 37Q: 3 clusters Score -4394608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 5190.747070
	Iteration 38Q: 3 clusters Score -4394625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4394631.500000 Penalty: 5190.747070
	Iteration 39Q: 3 clusters Score -4394632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4394627.500000 Penalty: 5190.747070
	Iteration 40F: 3 clusters Score -4394628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4394634.500000 Penalty: 5190.747070
	Iteration 41Q: 3 clusters Score -4394634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4394635.000000 Penalty: 5190.747070
	Iteration 42Q: 3 clusters Score -4394635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4394638.500000 Penalty: 5190.747070
	Iteration 43Q: 3 clusters Score -4394638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4394636.000000 Penalty: 5190.747070
	Iteration 44Q: 3 clusters Score -4394636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4394639.000000 Penalty: 5190.747070
	Iteration 45Q: 3 clusters Score -4394639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4394642.500000 Penalty: 5190.747070
	Iteration 46Q: 3 clusters Score -4394642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4394642.000000 Penalty: 5190.747070
	Iteration 47Q: 3 clusters Score -4394642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4394640.000000 Penalty: 5190.747070
	Iteration 48Q: 3 clusters Score -4394640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4394642.000000 Penalty: 5190.747070
	Iteration 49Q: 3 clusters Score -4394642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4394642.000000 Penalty: 5190.747070
	Iteration 50F: 3 clusters Score -4394642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Entering Unmasked Estep 
Score: -2309570.750000 Penalty: 2456.325195
	Iteration 0F: 2 clusters Score -2309571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2295641.250000 Penalty: 4912.650391
	Iteration 0F: 3 clusters Score -2295641 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2302301.250000 Penalty: 4912.650391
	Iteration 1F: 3 clusters Score -2302301 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2307769.750000 Penalty: 4912.650391
	Iteration 2F: 3 clusters Score -2307770 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2314571.750000 Penalty: 4912.650391
	Iteration 3F: 3 clusters Score -2314572 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2317482.500000 Penalty: 4912.650391
	Iteration 4F: 3 clusters Score -2317482 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2318336.000000 Penalty: 4912.650391
	Iteration 5Q: 3 clusters Score -2318336 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2318692.750000 Penalty: 4912.650391
	Iteration 6Q: 3 clusters Score -2318693 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2318862.000000 Penalty: 4912.650391
	Iteration 7Q: 3 clusters Score -2318862 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2318953.500000 Penalty: 4912.650391
	Iteration 8Q: 3 clusters Score -2318954 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2319002.750000 Penalty: 4912.650391
	Iteration 9Q: 3 clusters Score -2319003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2319039.500000 Penalty: 4912.650391
	Iteration 10Q: 3 clusters Score -2319040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2319071.250000 Penalty: 4912.650391
	Iteration 11Q: 3 clusters Score -2319071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2319086.000000 Penalty: 4912.650391
	Iteration 12Q: 3 clusters Score -2319086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2319094.000000 Penalty: 4912.650391
	Iteration 13Q: 3 clusters Score -2319094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2319104.750000 Penalty: 4912.650391
	Iteration 14Q: 3 clusters Score -2319105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2319103.500000 Penalty: 4912.650391
	Iteration 15Q: 3 clusters Score -2319104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2319113.250000 Penalty: 4912.650391
	Iteration 16Q: 3 clusters Score -2319113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2319120.500000 Penalty: 4912.650391
	Iteration 17Q: 3 clusters Score -2319120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2319124.750000 Penalty: 4912.650391
	Iteration 18Q: 3 clusters Score -2319125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2319131.250000 Penalty: 4912.650391
	Iteration 19Q: 3 clusters Score -2319131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2319135.500000 Penalty: 4912.650391
	Iteration 20F: 3 clusters Score -2319136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2319138.250000 Penalty: 4912.650391
	Iteration 21Q: 3 clusters Score -2319138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2319137.500000 Penalty: 4912.650391
	Iteration 22Q: 3 clusters Score -2319138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2319138.250000 Penalty: 4912.650391
	Iteration 23Q: 3 clusters Score -2319138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2319137.250000 Penalty: 4912.650391
	Iteration 24Q: 3 clusters Score -2319137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2319141.750000 Penalty: 4912.650391
	Iteration 25Q: 3 clusters Score -2319142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2319143.000000 Penalty: 4912.650391
	Iteration 26Q: 3 clusters Score -2319143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2319141.000000 Penalty: 4912.650391
	Iteration 27Q: 3 clusters Score -2319141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2319138.750000 Penalty: 4912.650391
	Iteration 28Q: 3 clusters Score -2319139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2319139.750000 Penalty: 4912.650391
	Iteration 29Q: 3 clusters Score -2319140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2319141.250000 Penalty: 4912.650391
	Iteration 30Q: 3 clusters Score -2319141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2319142.250000 Penalty: 4912.650391
	Iteration 31Q: 3 clusters Score -2319142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2319137.000000 Penalty: 4912.650391
	Iteration 32Q: 3 clusters Score -2319137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2319137.000000 Penalty: 4912.650391
	Iteration 33Q: 3 clusters Score -2319137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2319136.000000 Penalty: 4912.650391
	Iteration 34Q: 3 clusters Score -2319136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2319139.000000 Penalty: 4912.650391
	Iteration 35Q: 3 clusters Score -2319139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2319138.250000 Penalty: 4912.650391
	Iteration 36Q: 3 clusters Score -2319138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2319140.750000 Penalty: 4912.650391
	Iteration 37Q: 3 clusters Score -2319141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2319140.750000 Penalty: 4912.650391
	Iteration 38F: 3 clusters Score -2319141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 33796 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Entering Unmasked Estep 
Score: -134183200.000000 Penalty: 103585.164062
Splitting cluster 11 changes total score from -134073376.000000 to -134183200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (33796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Entering Unmasked Estep 
Score: -4092300.000000 Penalty: 2586.168213
	Iteration 0F: 2 clusters Score -4092300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4069248.000000 Penalty: 5172.336426
	Iteration 0F: 3 clusters Score -4069248 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4078810.500000 Penalty: 5172.336426
	Iteration 1F: 3 clusters Score -4078810 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4081040.000000 Penalty: 5172.336426
	Iteration 2F: 3 clusters Score -4081040 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4083837.000000 Penalty: 5172.336426
	Iteration 3F: 3 clusters Score -4083837 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4086251.500000 Penalty: 5172.336426
	Iteration 4F: 3 clusters Score -4086252 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4087845.000000 Penalty: 5172.336426
	Iteration 5F: 3 clusters Score -4087845 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4089047.250000 Penalty: 5172.336426
	Iteration 6F: 3 clusters Score -4089047 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4090101.500000 Penalty: 5172.336426
	Iteration 7Q: 3 clusters Score -4090102 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4091476.000000 Penalty: 5172.336426
	Iteration 8Q: 3 clusters Score -4091476 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4093048.250000 Penalty: 5172.336426
	Iteration 9Q: 3 clusters Score -4093048 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4094220.750000 Penalty: 5172.336426
	Iteration 10Q: 3 clusters Score -4094221 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4094760.250000 Penalty: 5172.336426
	Iteration 11Q: 3 clusters Score -4094760 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4095026.500000 Penalty: 5172.336426
	Iteration 12Q: 3 clusters Score -4095026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -4095191.500000 Penalty: 5172.336426
	Iteration 13Q: 3 clusters Score -4095192 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4095330.250000 Penalty: 5172.336426
	Iteration 14Q: 3 clusters Score -4095330 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4095399.750000 Penalty: 5172.336426
	Iteration 15Q: 3 clusters Score -4095400 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4095439.500000 Penalty: 5172.336426
	Iteration 16Q: 3 clusters Score -4095440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4095479.750000 Penalty: 5172.336426
	Iteration 17Q: 3 clusters Score -4095480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4095503.500000 Penalty: 5172.336426
	Iteration 18Q: 3 clusters Score -4095504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4095515.000000 Penalty: 5172.336426
	Iteration 19Q: 3 clusters Score -4095515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4095525.750000 Penalty: 5172.336426
	Iteration 20F: 3 clusters Score -4095526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4095522.250000 Penalty: 5172.336426
	Iteration 21Q: 3 clusters Score -4095522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4095519.500000 Penalty: 5172.336426
	Iteration 22Q: 3 clusters Score -4095520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4095524.750000 Penalty: 5172.336426
	Iteration 23Q: 3 clusters Score -4095525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4095521.750000 Penalty: 5172.336426
	Iteration 24Q: 3 clusters Score -4095522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4095536.000000 Penalty: 5172.336426
	Iteration 25Q: 3 clusters Score -4095536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4095542.000000 Penalty: 5172.336426
	Iteration 26Q: 3 clusters Score -4095542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4095549.500000 Penalty: 5172.336426
	Iteration 27Q: 3 clusters Score -4095550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4095548.000000 Penalty: 5172.336426
	Iteration 28Q: 3 clusters Score -4095548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4095548.250000 Penalty: 5172.336426
	Iteration 29Q: 3 clusters Score -4095548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4095544.500000 Penalty: 5172.336426
	Iteration 30Q: 3 clusters Score -4095544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4095534.500000 Penalty: 5172.336426
	Iteration 31Q: 3 clusters Score -4095534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4095537.000000 Penalty: 5172.336426
	Iteration 32Q: 3 clusters Score -4095537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4095540.750000 Penalty: 5172.336426
	Iteration 33Q: 3 clusters Score -4095541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4095541.000000 Penalty: 5172.336426
	Iteration 34Q: 3 clusters Score -4095541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4095534.750000 Penalty: 5172.336426
	Iteration 35Q: 3 clusters Score -4095535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4095540.750000 Penalty: 5172.336426
	Iteration 36Q: 3 clusters Score -4095541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4095547.000000 Penalty: 5172.336426
	Iteration 37Q: 3 clusters Score -4095547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4095544.500000 Penalty: 5172.336426
	Iteration 38Q: 3 clusters Score -4095544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4095540.500000 Penalty: 5172.336426
	Iteration 39Q: 3 clusters Score -4095540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4095541.000000 Penalty: 5172.336426
	Iteration 40F: 3 clusters Score -4095541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4095543.500000 Penalty: 5172.336426
	Iteration 41Q: 3 clusters Score -4095544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4095543.500000 Penalty: 5172.336426
	Iteration 42F: 3 clusters Score -4095544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 231544 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Entering Unmasked Estep 
Score: -134185368.000000 Penalty: 107038.000000
Splitting cluster 12 changes total score from -134073376.000000 to -134185368.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (231544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231544 members 
Entering Unmasked Estep 
Score: -29073204.000000 Penalty: 3063.426025
	Iteration 0F: 2 clusters Score -2.90732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -28934598.000000 Penalty: 6126.852051
	Iteration 0F: 3 clusters Score -2.89346e+07 nChanged 111592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -29000864.000000 Penalty: 6126.852051
	Iteration 1F: 3 clusters Score -2.900086e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120610 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -29002644.000000 Penalty: 6126.852051
	Iteration 2Q: 3 clusters Score -2.900264e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -29005480.000000 Penalty: 6126.852051
	Iteration 3Q: 3 clusters Score -2.900548e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -29009716.000000 Penalty: 6126.852051
	Iteration 4Q: 3 clusters Score -2.900972e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -29016296.000000 Penalty: 6126.852051
	Iteration 5F: 3 clusters Score -2.90163e+07 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -29024766.000000 Penalty: 6126.852051
	Iteration 6F: 3 clusters Score -2.902477e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -29035102.000000 Penalty: 6126.852051
	Iteration 7F: 3 clusters Score -2.90351e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165005 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -29044840.000000 Penalty: 6126.852051
	Iteration 8F: 3 clusters Score -2.904484e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -29053878.000000 Penalty: 6126.852051
	Iteration 9F: 3 clusters Score -2.905388e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185764 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -29061072.000000 Penalty: 6126.852051
	Iteration 10Q: 3 clusters Score -2.906107e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -29065952.000000 Penalty: 6126.852051
	Iteration 11Q: 3 clusters Score -2.906595e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198843 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -29069124.000000 Penalty: 6126.852051
	Iteration 12Q: 3 clusters Score -2.906912e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203284 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -29071018.000000 Penalty: 6126.852051
	Iteration 13Q: 3 clusters Score -2.907102e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207004 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -29072212.000000 Penalty: 6126.852051
	Iteration 14Q: 3 clusters Score -2.907221e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210289 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -29073250.000000 Penalty: 6126.852051
	Iteration 15Q: 3 clusters Score -2.907325e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213054 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -29073842.000000 Penalty: 6126.852051
	Iteration 16Q: 3 clusters Score -2.907384e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215419 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -29074078.000000 Penalty: 6126.852051
	Iteration 17Q: 3 clusters Score -2.907408e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217391 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -29074230.000000 Penalty: 6126.852051
	Iteration 18Q: 3 clusters Score -2.907423e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218979 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -29074378.000000 Penalty: 6126.852051
	Iteration 19Q: 3 clusters Score -2.907438e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220314 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -29074446.000000 Penalty: 6126.852051
	Iteration 20F: 3 clusters Score -2.907445e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221405 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -29074366.000000 Penalty: 6126.852051
	Iteration 21Q: 3 clusters Score -2.907437e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222331 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -29074464.000000 Penalty: 6126.852051
	Iteration 22Q: 3 clusters Score -2.907446e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223088 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -29074570.000000 Penalty: 6126.852051
	Iteration 23Q: 3 clusters Score -2.907457e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223674 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -29074738.000000 Penalty: 6126.852051
	Iteration 24Q: 3 clusters Score -2.907474e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224183 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -29074824.000000 Penalty: 6126.852051
	Iteration 25Q: 3 clusters Score -2.907482e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224555 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -29074914.000000 Penalty: 6126.852051
	Iteration 26Q: 3 clusters Score -2.907491e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224849 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -29074844.000000 Penalty: 6126.852051
	Iteration 27Q: 3 clusters Score -2.907484e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225033 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -29074862.000000 Penalty: 6126.852051
	Iteration 28Q: 3 clusters Score -2.907486e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -29074856.000000 Penalty: 6126.852051
	Iteration 29Q: 3 clusters Score -2.907486e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225273 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -29074852.000000 Penalty: 6126.852051
	Iteration 30Q: 3 clusters Score -2.907485e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225362 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -29074806.000000 Penalty: 6126.852051
	Iteration 31Q: 3 clusters Score -2.907481e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225437 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -29074806.000000 Penalty: 6126.852051
	Iteration 32Q: 3 clusters Score -2.907481e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225497 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -29074774.000000 Penalty: 6126.852051
	Iteration 33Q: 3 clusters Score -2.907477e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225546 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -29074734.000000 Penalty: 6126.852051
	Iteration 34Q: 3 clusters Score -2.907473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225567 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -29074750.000000 Penalty: 6126.852051
	Iteration 35Q: 3 clusters Score -2.907475e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225589 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -29074744.000000 Penalty: 6126.852051
	Iteration 36Q: 3 clusters Score -2.907474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225611 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -29074766.000000 Penalty: 6126.852051
	Iteration 37Q: 3 clusters Score -2.907477e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225637 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -29074768.000000 Penalty: 6126.852051
	Iteration 38Q: 3 clusters Score -2.907477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225660 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -29074690.000000 Penalty: 6126.852051
	Iteration 39Q: 3 clusters Score -2.907469e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225682 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -29074666.000000 Penalty: 6126.852051
	Iteration 40F: 3 clusters Score -2.907467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225712 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -29074674.000000 Penalty: 6126.852051
	Iteration 41Q: 3 clusters Score -2.907467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225735 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -29074668.000000 Penalty: 6126.852051
	Iteration 42Q: 3 clusters Score -2.907467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225748 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -29074678.000000 Penalty: 6126.852051
	Iteration 43Q: 3 clusters Score -2.907468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225750 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -29074686.000000 Penalty: 6126.852051
	Iteration 44Q: 3 clusters Score -2.907469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225757 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -29074674.000000 Penalty: 6126.852051
	Iteration 45Q: 3 clusters Score -2.907467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225764 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -29074670.000000 Penalty: 6126.852051
	Iteration 46Q: 3 clusters Score -2.907467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225765 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -29074692.000000 Penalty: 6126.852051
	Iteration 47Q: 3 clusters Score -2.907469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225765 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -29074676.000000 Penalty: 6126.852051
	Iteration 48Q: 3 clusters Score -2.907468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225764 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -29074670.000000 Penalty: 6126.852051
	Iteration 49Q: 3 clusters Score -2.907467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225765 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -29074684.000000 Penalty: 6126.852051
	Iteration 50Q: 3 clusters Score -2.907468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -29074674.000000 Penalty: 6126.852051
	Iteration 51Q: 3 clusters Score -2.907467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225770 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -29074686.000000 Penalty: 6126.852051
	Iteration 52Q: 3 clusters Score -2.907469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -29074692.000000 Penalty: 6126.852051
	Iteration 53Q: 3 clusters Score -2.907469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -29074678.000000 Penalty: 6126.852051
	Iteration 54Q: 3 clusters Score -2.907468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -29074684.000000 Penalty: 6126.852051
	Iteration 55Q: 3 clusters Score -2.907468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225766 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -29074692.000000 Penalty: 6126.852051
	Iteration 56Q: 3 clusters Score -2.907469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -29074684.000000 Penalty: 6126.852051
	Iteration 57Q: 3 clusters Score -2.907468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225768 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -29074678.000000 Penalty: 6126.852051
	Iteration 58Q: 3 clusters Score -2.907468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225773 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -29074684.000000 Penalty: 6126.852051
	Iteration 59Q: 3 clusters Score -2.907468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225777 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -29074664.000000 Penalty: 6126.852051
	Iteration 60F: 3 clusters Score -2.907466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225781 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -29074648.000000 Penalty: 6126.852051
	Iteration 61Q: 3 clusters Score -2.907465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225783 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -29074650.000000 Penalty: 6126.852051
	Iteration 62Q: 3 clusters Score -2.907465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -29074654.000000 Penalty: 6126.852051
	Iteration 63Q: 3 clusters Score -2.907465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -29074658.000000 Penalty: 6126.852051
	Iteration 64Q: 3 clusters Score -2.907466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -29074644.000000 Penalty: 6126.852051
	Iteration 65Q: 3 clusters Score -2.907464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -29074638.000000 Penalty: 6126.852051
	Iteration 66Q: 3 clusters Score -2.907464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -29074650.000000 Penalty: 6126.852051
	Iteration 67Q: 3 clusters Score -2.907465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -29074642.000000 Penalty: 6126.852051
	Iteration 68Q: 3 clusters Score -2.907464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -29074652.000000 Penalty: 6126.852051
	Iteration 69Q: 3 clusters Score -2.907465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -29074668.000000 Penalty: 6126.852051
	Iteration 70Q: 3 clusters Score -2.907467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -29074666.000000 Penalty: 6126.852051
	Iteration 71Q: 3 clusters Score -2.907467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225789 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -29074660.000000 Penalty: 6126.852051
	Iteration 72Q: 3 clusters Score -2.907466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225790 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -29074656.000000 Penalty: 6126.852051
	Iteration 73Q: 3 clusters Score -2.907466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225790 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -29074656.000000 Penalty: 6126.852051
	Iteration 74F: 3 clusters Score -2.907466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Entering Unmasked Estep 
Score: -134185752.000000 Penalty: 110490.843750
Splitting cluster 13 changes total score from -134073376.000000 to -134185752.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -2921379.750000 Penalty: 2438.280518
	Iteration 0F: 2 clusters Score -2921380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2909688.750000 Penalty: 4876.561035
	Iteration 0F: 3 clusters Score -2909689 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2925405.000000 Penalty: 4876.561035
	Iteration 1F: 3 clusters Score -2925405 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2933709.750000 Penalty: 4876.561035
	Iteration 2F: 3 clusters Score -2933710 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2944513.000000 Penalty: 4876.561035
	Iteration 3F: 3 clusters Score -2944513 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2948996.000000 Penalty: 4876.561035
	Iteration 4F: 3 clusters Score -2948996 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2949962.750000 Penalty: 4876.561035
	Iteration 5Q: 3 clusters Score -2949963 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2950271.750000 Penalty: 4876.561035
	Iteration 6Q: 3 clusters Score -2950272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2950310.250000 Penalty: 4876.561035
	Iteration 7Q: 3 clusters Score -2950310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2950359.000000 Penalty: 4876.561035
	Iteration 8Q: 3 clusters Score -2950359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2950411.250000 Penalty: 4876.561035
	Iteration 9Q: 3 clusters Score -2950411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2950408.500000 Penalty: 4876.561035
	Iteration 10Q: 3 clusters Score -2950408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2950338.750000 Penalty: 4876.561035
	Iteration 11Q: 3 clusters Score -2950339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2950312.500000 Penalty: 4876.561035
	Iteration 12Q: 3 clusters Score -2950312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2950349.500000 Penalty: 4876.561035
	Iteration 13Q: 3 clusters Score -2950350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2950381.000000 Penalty: 4876.561035
	Iteration 14Q: 3 clusters Score -2950381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2950371.750000 Penalty: 4876.561035
	Iteration 15Q: 3 clusters Score -2950372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2950342.500000 Penalty: 4876.561035
	Iteration 16Q: 3 clusters Score -2950342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2950398.500000 Penalty: 4876.561035
	Iteration 17Q: 3 clusters Score -2950398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2950389.000000 Penalty: 4876.561035
	Iteration 18Q: 3 clusters Score -2950389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2950357.500000 Penalty: 4876.561035
	Iteration 19Q: 3 clusters Score -2950358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950407.250000 Penalty: 4876.561035
	Iteration 20F: 3 clusters Score -2950407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950318.500000 Penalty: 4876.561035
	Iteration 21Q: 3 clusters Score -2950318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2950381.750000 Penalty: 4876.561035
	Iteration 22Q: 3 clusters Score -2950382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950379.250000 Penalty: 4876.561035
	Iteration 23Q: 3 clusters Score -2950379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2950413.500000 Penalty: 4876.561035
	Iteration 24Q: 3 clusters Score -2950414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2950357.750000 Penalty: 4876.561035
	Iteration 25Q: 3 clusters Score -2950358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2950436.250000 Penalty: 4876.561035
	Iteration 26Q: 3 clusters Score -2950436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2950411.500000 Penalty: 4876.561035
	Iteration 27Q: 3 clusters Score -2950412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2950422.750000 Penalty: 4876.561035
	Iteration 28Q: 3 clusters Score -2950423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2950389.750000 Penalty: 4876.561035
	Iteration 29Q: 3 clusters Score -2950390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950364.750000 Penalty: 4876.561035
	Iteration 30Q: 3 clusters Score -2950365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2950379.500000 Penalty: 4876.561035
	Iteration 31Q: 3 clusters Score -2950380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2950418.000000 Penalty: 4876.561035
	Iteration 32Q: 3 clusters Score -2950418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2950369.750000 Penalty: 4876.561035
	Iteration 33Q: 3 clusters Score -2950370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2950386.250000 Penalty: 4876.561035
	Iteration 34Q: 3 clusters Score -2950386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2950366.250000 Penalty: 4876.561035
	Iteration 35Q: 3 clusters Score -2950366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2950346.500000 Penalty: 4876.561035
	Iteration 36Q: 3 clusters Score -2950346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2950362.500000 Penalty: 4876.561035
	Iteration 37Q: 3 clusters Score -2950362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2950371.750000 Penalty: 4876.561035
	Iteration 38Q: 3 clusters Score -2950372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2950361.500000 Penalty: 4876.561035
	Iteration 39Q: 3 clusters Score -2950362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2950419.500000 Penalty: 4876.561035
	Iteration 40F: 3 clusters Score -2950420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2950423.250000 Penalty: 4876.561035
	Iteration 41Q: 3 clusters Score -2950423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2950368.000000 Penalty: 4876.561035
	Iteration 42Q: 3 clusters Score -2950368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2950373.750000 Penalty: 4876.561035
	Iteration 43Q: 3 clusters Score -2950374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950386.500000 Penalty: 4876.561035
	Iteration 44Q: 3 clusters Score -2950386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2950366.250000 Penalty: 4876.561035
	Iteration 45Q: 3 clusters Score -2950366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2950401.250000 Penalty: 4876.561035
	Iteration 46Q: 3 clusters Score -2950401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950365.750000 Penalty: 4876.561035
	Iteration 47Q: 3 clusters Score -2950366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2950405.250000 Penalty: 4876.561035
	Iteration 48Q: 3 clusters Score -2950405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950354.750000 Penalty: 4876.561035
	Iteration 49Q: 3 clusters Score -2950355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2950356.750000 Penalty: 4876.561035
	Iteration 50Q: 3 clusters Score -2950357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950391.750000 Penalty: 4876.561035
	Iteration 51Q: 3 clusters Score -2950392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950403.500000 Penalty: 4876.561035
	Iteration 52Q: 3 clusters Score -2950404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2950413.750000 Penalty: 4876.561035
	Iteration 53Q: 3 clusters Score -2950414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950405.500000 Penalty: 4876.561035
	Iteration 54Q: 3 clusters Score -2950406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950402.000000 Penalty: 4876.561035
	Iteration 55Q: 3 clusters Score -2950402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950341.250000 Penalty: 4876.561035
	Iteration 56Q: 3 clusters Score -2950341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950369.000000 Penalty: 4876.561035
	Iteration 57Q: 3 clusters Score -2950369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2950379.000000 Penalty: 4876.561035
	Iteration 58Q: 3 clusters Score -2950379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950351.250000 Penalty: 4876.561035
	Iteration 59Q: 3 clusters Score -2950351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2950375.000000 Penalty: 4876.561035
	Iteration 60F: 3 clusters Score -2950375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2950393.250000 Penalty: 4876.561035
	Iteration 61Q: 3 clusters Score -2950393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2950369.250000 Penalty: 4876.561035
	Iteration 62Q: 3 clusters Score -2950369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2950399.750000 Penalty: 4876.561035
	Iteration 63Q: 3 clusters Score -2950400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2950403.000000 Penalty: 4876.561035
	Iteration 64Q: 3 clusters Score -2950403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2950423.250000 Penalty: 4876.561035
	Iteration 65Q: 3 clusters Score -2950423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950397.250000 Penalty: 4876.561035
	Iteration 66Q: 3 clusters Score -2950397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950374.000000 Penalty: 4876.561035
	Iteration 67Q: 3 clusters Score -2950374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2950428.000000 Penalty: 4876.561035
	Iteration 68Q: 3 clusters Score -2950428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2950372.000000 Penalty: 4876.561035
	Iteration 69Q: 3 clusters Score -2950372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2950406.000000 Penalty: 4876.561035
	Iteration 70Q: 3 clusters Score -2950406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2950319.750000 Penalty: 4876.561035
	Iteration 71Q: 3 clusters Score -2950320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950390.250000 Penalty: 4876.561035
	Iteration 72Q: 3 clusters Score -2950390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2950381.250000 Penalty: 4876.561035
	Iteration 73Q: 3 clusters Score -2950381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950344.000000 Penalty: 4876.561035
	Iteration 74Q: 3 clusters Score -2950344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2950342.750000 Penalty: 4876.561035
	Iteration 75Q: 3 clusters Score -2950343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950374.750000 Penalty: 4876.561035
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2950333 nChanged 57
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Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2950376 nChanged 67
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2950356 nChanged 36
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2950352 nChanged 42
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2950382 nChanged 33
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2950376 nChanged 46
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	Iteration 126Q: 3 clusters Score -2950364 nChanged 52
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	Iteration 129Q: 3 clusters Score -2950392 nChanged 40
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	Iteration 132Q: 3 clusters Score -2950407 nChanged 47
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	Iteration 134Q: 3 clusters Score -2950372 nChanged 47
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	Iteration 135Q: 3 clusters Score -2950360 nChanged 57
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	Iteration 137Q: 3 clusters Score -2950386 nChanged 54
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	Iteration 138Q: 3 clusters Score -2950414 nChanged 54
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	Iteration 139Q: 3 clusters Score -2950419 nChanged 39
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	Iteration 140F: 3 clusters Score -2950396 nChanged 40
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	Iteration 141Q: 3 clusters Score -2950378 nChanged 46
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	Iteration 142Q: 3 clusters Score -2950395 nChanged 42
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	Iteration 143Q: 3 clusters Score -2950382 nChanged 48
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	Iteration 144Q: 3 clusters Score -2950437 nChanged 31
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	Iteration 145Q: 3 clusters Score -2950340 nChanged 52
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	Iteration 146Q: 3 clusters Score -2950350 nChanged 53
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	Iteration 147Q: 3 clusters Score -2950363 nChanged 57
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	Iteration 148Q: 3 clusters Score -2950378 nChanged 44
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	Iteration 149Q: 3 clusters Score -2950362 nChanged 56
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	Iteration 150Q: 3 clusters Score -2950362 nChanged 48
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	Iteration 151Q: 3 clusters Score -2950348 nChanged 51
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	Iteration 152Q: 3 clusters Score -2950404 nChanged 55
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	Iteration 153Q: 3 clusters Score -2950364 nChanged 45
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	Iteration 154Q: 3 clusters Score -2950419 nChanged 39
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	Iteration 155Q: 3 clusters Score -2950376 nChanged 41
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	Iteration 156Q: 3 clusters Score -2950407 nChanged 48
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	Iteration 157Q: 3 clusters Score -2950387 nChanged 53
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	Iteration 158Q: 3 clusters Score -2950393 nChanged 36
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	Iteration 159Q: 3 clusters Score -2950393 nChanged 48
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	Iteration 160F: 3 clusters Score -2950381 nChanged 55
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	Iteration 162Q: 3 clusters Score -2950342 nChanged 68
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	Iteration 163Q: 3 clusters Score -2950440 nChanged 39
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	Iteration 165Q: 3 clusters Score -2950360 nChanged 46
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	Iteration 166Q: 3 clusters Score -2950386 nChanged 48
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	Iteration 168Q: 3 clusters Score -2950377 nChanged 47
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2950374 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2950385.500000 Penalty: 4876.561035
	Iteration 170Q: 3 clusters Score -2950386 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2950364 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950387.000000 Penalty: 4876.561035
	Iteration 172Q: 3 clusters Score -2950387 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2950386 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2950383 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2950388 nChanged 51
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2950348 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2950395.750000 Penalty: 4876.561035
	Iteration 179Q: 3 clusters Score -2950396 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2950386.250000 Penalty: 4876.561035
	Iteration 180F: 3 clusters Score -2950386 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2950409 nChanged 45
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2950324 nChanged 57
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2950394 nChanged 42
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2950408 nChanged 36
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2950380 nChanged 39
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2950329 nChanged 68
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2950356 nChanged 48
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2950407 nChanged 51
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2950348 nChanged 40
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2950371 nChanged 44
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2950385 nChanged 43
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2950346 nChanged 44
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	Iteration 193Q: 3 clusters Score -2950368 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2950393 nChanged 42
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2950385 nChanged 39
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2950398 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2950396 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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	Iteration 203Q: 3 clusters Score -2950416 nChanged 29
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	Iteration 204Q: 3 clusters Score -2950366 nChanged 34
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	Iteration 205Q: 3 clusters Score -2950421 nChanged 42
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	Iteration 206Q: 3 clusters Score -2950374 nChanged 44
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	Iteration 207Q: 3 clusters Score -2950347 nChanged 55
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2950350 nChanged 56
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	Iteration 210Q: 3 clusters Score -2950380 nChanged 52
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	Iteration 211Q: 3 clusters Score -2950353 nChanged 58
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	Iteration 212Q: 3 clusters Score -2950399 nChanged 51
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2950406 nChanged 57
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	Iteration 215Q: 3 clusters Score -2950401 nChanged 47
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	Iteration 216Q: 3 clusters Score -2950382 nChanged 47
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2950364 nChanged 54
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	Iteration 219Q: 3 clusters Score -2950398 nChanged 57
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2950401 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2950390 nChanged 43
Entering Unmasked Mstep 
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	Iteration 222Q: 3 clusters Score -2950396 nChanged 43
Entering Unmasked Mstep 
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	Iteration 223Q: 3 clusters Score -2950382 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2950406 nChanged 47
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	Iteration 226Q: 3 clusters Score -2950356 nChanged 53
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2950389 nChanged 48
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2950390 nChanged 45
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2950421 nChanged 39
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2950418 nChanged 45
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2950326 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2950415 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2950376 nChanged 47
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2950364 nChanged 51
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	Iteration 235Q: 3 clusters Score -2950420 nChanged 42
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	Iteration 236Q: 3 clusters Score -2950366 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2950406 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2950385 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2950336 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2950389 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2950392 nChanged 49
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2950345 nChanged 34
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	Iteration 243Q: 3 clusters Score -2950397 nChanged 50
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2950347 nChanged 31
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	Iteration 245Q: 3 clusters Score -2950329 nChanged 53
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2950404 nChanged 44
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	Iteration 247Q: 3 clusters Score -2950385 nChanged 43
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	Iteration 248Q: 3 clusters Score -2950356 nChanged 70
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	Iteration 249Q: 3 clusters Score -2950338 nChanged 54
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	Iteration 250Q: 3 clusters Score -2950404 nChanged 56
Entering Unmasked Mstep 
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	Iteration 251Q: 3 clusters Score -2950408 nChanged 51
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2950362 nChanged 46
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	Iteration 253Q: 3 clusters Score -2950413 nChanged 44
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	Iteration 254Q: 3 clusters Score -2950410 nChanged 41
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	Iteration 255Q: 3 clusters Score -2950403 nChanged 48
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	Iteration 256Q: 3 clusters Score -2950404 nChanged 42
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	Iteration 257Q: 3 clusters Score -2950343 nChanged 51
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	Iteration 258Q: 3 clusters Score -2950362 nChanged 58
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	Iteration 259Q: 3 clusters Score -2950382 nChanged 45
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	Iteration 260F: 3 clusters Score -2950390 nChanged 47
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	Iteration 261Q: 3 clusters Score -2950426 nChanged 42
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2950376 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2950365.500000 Penalty: 4876.561035
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2950390 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950412.500000 Penalty: 4876.561035
	Iteration 265Q: 3 clusters Score -2950412 nChanged 41
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2950407 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2950392.500000 Penalty: 4876.561035
	Iteration 267Q: 3 clusters Score -2950392 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2950404 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -2950396 nChanged 47
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2950376 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2950381 nChanged 54
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2950409 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2950408 nChanged 55
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2950389 nChanged 47
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Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -2950399 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2950326 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -2950434 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -2950397 nChanged 31
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	Iteration 279Q: 3 clusters Score -2950389 nChanged 35
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	Iteration 280F: 3 clusters Score -2950366 nChanged 54
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	Iteration 281Q: 3 clusters Score -2950387 nChanged 60
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2950378 nChanged 53
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2950388 nChanged 53
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	Iteration 284Q: 3 clusters Score -2950352 nChanged 54
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2950332 nChanged 48
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	Iteration 286Q: 3 clusters Score -2950406 nChanged 45
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	Iteration 287Q: 3 clusters Score -2950382 nChanged 43
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	Iteration 288Q: 3 clusters Score -2950400 nChanged 49
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	Iteration 289Q: 3 clusters Score -2950388 nChanged 51
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	Iteration 290Q: 3 clusters Score -2950402 nChanged 48
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	Iteration 291Q: 3 clusters Score -2950406 nChanged 50
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	Iteration 293Q: 3 clusters Score -2950373 nChanged 42
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	Iteration 294Q: 3 clusters Score -2950371 nChanged 50
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	Iteration 295Q: 3 clusters Score -2950385 nChanged 34
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	Iteration 297Q: 3 clusters Score -2950416 nChanged 50
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	Iteration 300F: 3 clusters Score -2950424 nChanged 38
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	Iteration 301Q: 3 clusters Score -2950350 nChanged 44
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	Iteration 302Q: 3 clusters Score -2950374 nChanged 52
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	Iteration 303Q: 3 clusters Score -2950391 nChanged 50
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	Iteration 304Q: 3 clusters Score -2950376 nChanged 44
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	Iteration 305Q: 3 clusters Score -2950370 nChanged 38
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	Iteration 306Q: 3 clusters Score -2950398 nChanged 42
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -2950361 nChanged 55
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	Iteration 308Q: 3 clusters Score -2950376 nChanged 43
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	Iteration 309Q: 3 clusters Score -2950344 nChanged 53
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	Iteration 310Q: 3 clusters Score -2950374 nChanged 61
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	Iteration 311Q: 3 clusters Score -2950340 nChanged 59
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -2950361 nChanged 52
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	Iteration 313Q: 3 clusters Score -2950408 nChanged 39
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	Iteration 314Q: 3 clusters Score -2950416 nChanged 50
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	Iteration 315Q: 3 clusters Score -2950397 nChanged 32
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	Iteration 316Q: 3 clusters Score -2950389 nChanged 55
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	Iteration 317Q: 3 clusters Score -2950387 nChanged 57
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	Iteration 318Q: 3 clusters Score -2950395 nChanged 43
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	Iteration 319Q: 3 clusters Score -2950396 nChanged 48
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Entering Unmasked Estep 
Score: -2950412.000000 Penalty: 4876.561035
	Iteration 320F: 3 clusters Score -2950412 nChanged 50
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	Iteration 321Q: 3 clusters Score -2950424 nChanged 34
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	Iteration 322Q: 3 clusters Score -2950396 nChanged 31
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	Iteration 323Q: 3 clusters Score -2950399 nChanged 41
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	Iteration 324Q: 3 clusters Score -2950398 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -2950362 nChanged 54
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	Iteration 326Q: 3 clusters Score -2950398 nChanged 51
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	Iteration 327Q: 3 clusters Score -2950356 nChanged 46
Entering Unmasked Mstep 
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	Iteration 328Q: 3 clusters Score -2950354 nChanged 33
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	Iteration 329Q: 3 clusters Score -2950352 nChanged 44
Entering Unmasked Mstep 
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	Iteration 330Q: 3 clusters Score -2950372 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -2950389 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -2950365 nChanged 37
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	Iteration 333Q: 3 clusters Score -2950388 nChanged 50
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	Iteration 334Q: 3 clusters Score -2950394 nChanged 43
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	Iteration 335Q: 3 clusters Score -2950394 nChanged 47
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2950373 nChanged 41
Entering Unmasked Mstep 
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	Iteration 337Q: 3 clusters Score -2950411 nChanged 46
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	Iteration 338Q: 3 clusters Score -2950400 nChanged 40
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	Iteration 339Q: 3 clusters Score -2950409 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -2950417 nChanged 39
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	Iteration 341Q: 3 clusters Score -2950377 nChanged 59
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	Iteration 342Q: 3 clusters Score -2950372 nChanged 56
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	Iteration 343Q: 3 clusters Score -2950403 nChanged 41
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	Iteration 344Q: 3 clusters Score -2950370 nChanged 44
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	Iteration 345Q: 3 clusters Score -2950372 nChanged 50
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	Iteration 346Q: 3 clusters Score -2950421 nChanged 45
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	Iteration 347Q: 3 clusters Score -2950413 nChanged 50
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	Iteration 348Q: 3 clusters Score -2950377 nChanged 53
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	Iteration 349Q: 3 clusters Score -2950386 nChanged 51
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	Iteration 350Q: 3 clusters Score -2950368 nChanged 50
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	Iteration 351Q: 3 clusters Score -2950394 nChanged 50
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	Iteration 352Q: 3 clusters Score -2950407 nChanged 35
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	Iteration 353Q: 3 clusters Score -2950391 nChanged 45
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	Iteration 354Q: 3 clusters Score -2950381 nChanged 37
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	Iteration 355Q: 3 clusters Score -2950381 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -2950374 nChanged 53
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Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -2950385 nChanged 55
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Mstep: Class 1 contains 3009 members 
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	Iteration 358Q: 3 clusters Score -2950409 nChanged 48
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Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -2950353 nChanged 45
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Mstep: Class 1 contains 3004 members 
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -2950413 nChanged 52
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2950369 nChanged 53
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Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2950405 nChanged 53
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2950390 nChanged 38
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Mstep: Class 2 contains 15630 members 
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	Iteration 364Q: 3 clusters Score -2950366 nChanged 54
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Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2950383 nChanged 49
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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 369Q: 3 clusters Score -2950390 nChanged 31
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Mstep: Class 2 contains 15624 members 
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	Iteration 370Q: 3 clusters Score -2950355 nChanged 50
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 15629 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2950407 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -2950375 nChanged 42
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	Iteration 402Q: 3 clusters Score -2950376 nChanged 49
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	Iteration 403Q: 3 clusters Score -2950394 nChanged 51
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	Iteration 404Q: 3 clusters Score -2950396 nChanged 44
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	Iteration 405Q: 3 clusters Score -2950348 nChanged 51
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	Iteration 407Q: 3 clusters Score -2950329 nChanged 55
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	Iteration 408Q: 3 clusters Score -2950340 nChanged 50
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	Iteration 409Q: 3 clusters Score -2950331 nChanged 55
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	Iteration 410Q: 3 clusters Score -2950422 nChanged 41
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	Iteration 411Q: 3 clusters Score -2950424 nChanged 39
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	Iteration 413Q: 3 clusters Score -2950374 nChanged 56
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	Iteration 414Q: 3 clusters Score -2950379 nChanged 43
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	Iteration 416Q: 3 clusters Score -2950399 nChanged 49
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	Iteration 417Q: 3 clusters Score -2950361 nChanged 49
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	Iteration 418Q: 3 clusters Score -2950368 nChanged 51
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	Iteration 419Q: 3 clusters Score -2950385 nChanged 48
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	Iteration 420F: 3 clusters Score -2950385 nChanged 36
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	Iteration 421Q: 3 clusters Score -2950384 nChanged 53
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	Iteration 422Q: 3 clusters Score -2950357 nChanged 65
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	Iteration 423Q: 3 clusters Score -2950369 nChanged 45
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	Iteration 424Q: 3 clusters Score -2950350 nChanged 63
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	Iteration 425Q: 3 clusters Score -2950360 nChanged 51
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	Iteration 426Q: 3 clusters Score -2950383 nChanged 54
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	Iteration 427Q: 3 clusters Score -2950393 nChanged 53
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	Iteration 428Q: 3 clusters Score -2950401 nChanged 43
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	Iteration 429Q: 3 clusters Score -2950367 nChanged 40
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	Iteration 430Q: 3 clusters Score -2950422 nChanged 47
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	Iteration 432Q: 3 clusters Score -2950416 nChanged 57
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	Iteration 433Q: 3 clusters Score -2950369 nChanged 56
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	Iteration 434Q: 3 clusters Score -2950412 nChanged 59
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	Iteration 435Q: 3 clusters Score -2950415 nChanged 40
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	Iteration 436Q: 3 clusters Score -2950402 nChanged 41
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	Iteration 437Q: 3 clusters Score -2950367 nChanged 52
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	Iteration 438Q: 3 clusters Score -2950329 nChanged 53
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	Iteration 439Q: 3 clusters Score -2950371 nChanged 49
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	Iteration 440F: 3 clusters Score -2950402 nChanged 55
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	Iteration 441Q: 3 clusters Score -2950430 nChanged 36
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	Iteration 442Q: 3 clusters Score -2950394 nChanged 42
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	Iteration 443Q: 3 clusters Score -2950410 nChanged 50
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	Iteration 444Q: 3 clusters Score -2950341 nChanged 77
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	Iteration 445Q: 3 clusters Score -2950415 nChanged 57
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	Iteration 446Q: 3 clusters Score -2950422 nChanged 49
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	Iteration 447Q: 3 clusters Score -2950361 nChanged 55
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Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -2950322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2950383.500000 Penalty: 4876.561035
	Iteration 449Q: 3 clusters Score -2950384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950361.500000 Penalty: 4876.561035
	Iteration 450Q: 3 clusters Score -2950362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2950366.250000 Penalty: 4876.561035
	Iteration 451Q: 3 clusters Score -2950366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2950433.250000 Penalty: 4876.561035
	Iteration 452Q: 3 clusters Score -2950433 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2950412.250000 Penalty: 4876.561035
	Iteration 453Q: 3 clusters Score -2950412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2950398.000000 Penalty: 4876.561035
	Iteration 454Q: 3 clusters Score -2950398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2950401.750000 Penalty: 4876.561035
	Iteration 455Q: 3 clusters Score -2950402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950401.500000 Penalty: 4876.561035
	Iteration 456Q: 3 clusters Score -2950402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2950391.750000 Penalty: 4876.561035
	Iteration 457Q: 3 clusters Score -2950392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2950382.250000 Penalty: 4876.561035
	Iteration 458Q: 3 clusters Score -2950382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950385.750000 Penalty: 4876.561035
	Iteration 459Q: 3 clusters Score -2950386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2950342.250000 Penalty: 4876.561035
	Iteration 460F: 3 clusters Score -2950342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2950362.750000 Penalty: 4876.561035
	Iteration 461Q: 3 clusters Score -2950363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950428.500000 Penalty: 4876.561035
	Iteration 462Q: 3 clusters Score -2950428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950402.000000 Penalty: 4876.561035
	Iteration 463Q: 3 clusters Score -2950402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2950330.750000 Penalty: 4876.561035
	Iteration 464Q: 3 clusters Score -2950331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2950379.000000 Penalty: 4876.561035
	Iteration 465Q: 3 clusters Score -2950379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2950379.500000 Penalty: 4876.561035
	Iteration 466Q: 3 clusters Score -2950380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2950344.500000 Penalty: 4876.561035
	Iteration 467Q: 3 clusters Score -2950344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950375.750000 Penalty: 4876.561035
	Iteration 468Q: 3 clusters Score -2950376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950354.750000 Penalty: 4876.561035
	Iteration 469Q: 3 clusters Score -2950355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950395.750000 Penalty: 4876.561035
	Iteration 470Q: 3 clusters Score -2950396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950374.250000 Penalty: 4876.561035
	Iteration 471Q: 3 clusters Score -2950374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2950373.000000 Penalty: 4876.561035
	Iteration 472Q: 3 clusters Score -2950373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950390.000000 Penalty: 4876.561035
	Iteration 473Q: 3 clusters Score -2950390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950392.250000 Penalty: 4876.561035
	Iteration 474Q: 3 clusters Score -2950392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2950399.250000 Penalty: 4876.561035
	Iteration 475Q: 3 clusters Score -2950399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2950382.000000 Penalty: 4876.561035
	Iteration 476Q: 3 clusters Score -2950382 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2950420.750000 Penalty: 4876.561035
	Iteration 477Q: 3 clusters Score -2950421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2950351.500000 Penalty: 4876.561035
	Iteration 478Q: 3 clusters Score -2950352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2950427.000000 Penalty: 4876.561035
	Iteration 479Q: 3 clusters Score -2950427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2950368.500000 Penalty: 4876.561035
	Iteration 480F: 3 clusters Score -2950368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950394.000000 Penalty: 4876.561035
	Iteration 481Q: 3 clusters Score -2950394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2950383.250000 Penalty: 4876.561035
	Iteration 482Q: 3 clusters Score -2950383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2950371.000000 Penalty: 4876.561035
	Iteration 483Q: 3 clusters Score -2950371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2950385.500000 Penalty: 4876.561035
	Iteration 484Q: 3 clusters Score -2950386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950343.750000 Penalty: 4876.561035
	Iteration 485Q: 3 clusters Score -2950344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950389.000000 Penalty: 4876.561035
	Iteration 486Q: 3 clusters Score -2950389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2950424.500000 Penalty: 4876.561035
	Iteration 487Q: 3 clusters Score -2950424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2950388.250000 Penalty: 4876.561035
	Iteration 488Q: 3 clusters Score -2950388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950359.000000 Penalty: 4876.561035
	Iteration 489Q: 3 clusters Score -2950359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2950351.500000 Penalty: 4876.561035
	Iteration 490Q: 3 clusters Score -2950352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950427.000000 Penalty: 4876.561035
	Iteration 491Q: 3 clusters Score -2950427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2950369.000000 Penalty: 4876.561035
	Iteration 492Q: 3 clusters Score -2950369 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2950398.000000 Penalty: 4876.561035
	Iteration 493Q: 3 clusters Score -2950398 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2950390.750000 Penalty: 4876.561035
	Iteration 494Q: 3 clusters Score -2950391 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950412.000000 Penalty: 4876.561035
	Iteration 495Q: 3 clusters Score -2950412 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2950397.750000 Penalty: 4876.561035
	Iteration 496Q: 3 clusters Score -2950398 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2950400.500000 Penalty: 4876.561035
	Iteration 497Q: 3 clusters Score -2950400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2950381.500000 Penalty: 4876.561035
	Iteration 498Q: 3 clusters Score -2950382 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2950398.000000 Penalty: 4876.561035
	Iteration 499Q: 3 clusters Score -2950398 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2950407.000000 Penalty: 4876.561035
	Iteration 500F: 3 clusters Score -2950407 nChanged 38
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Entering Unmasked Estep 
Score: -134211616.000000 Penalty: 113943.679688
Splitting cluster 14 changes total score from -134073376.000000 to -134211616.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (46725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46725 members 
Entering Unmasked Estep 
Score: -5751751.500000 Penalty: 2666.504395
	Iteration 0F: 2 clusters Score -5751752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5720328 nChanged 21465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5732856 nChanged 2636
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5734218 nChanged 2686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5735548 nChanged 2730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5736948 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5738882.500000 Penalty: 5333.008789
	Iteration 5F: 3 clusters Score -5738882 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -5741470.000000 Penalty: 5333.008789
	Iteration 6F: 3 clusters Score -5741470 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5744839.500000 Penalty: 5333.008789
	Iteration 7F: 3 clusters Score -5744840 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5748112.000000 Penalty: 5333.008789
	Iteration 8F: 3 clusters Score -5748112 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5750704.500000 Penalty: 5333.008789
	Iteration 9Q: 3 clusters Score -5750704 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5752358.500000 Penalty: 5333.008789
	Iteration 10Q: 3 clusters Score -5752358 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5753110.000000 Penalty: 5333.008789
	Iteration 11Q: 3 clusters Score -5753110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5753382.000000 Penalty: 5333.008789
	Iteration 12Q: 3 clusters Score -5753382 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5753511.500000 Penalty: 5333.008789
	Iteration 13Q: 3 clusters Score -5753512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5753585.000000 Penalty: 5333.008789
	Iteration 14Q: 3 clusters Score -5753585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5753607.000000 Penalty: 5333.008789
	Iteration 15Q: 3 clusters Score -5753607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5753638.000000 Penalty: 5333.008789
	Iteration 16Q: 3 clusters Score -5753638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5753670.500000 Penalty: 5333.008789
	Iteration 17Q: 3 clusters Score -5753670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5753705.000000 Penalty: 5333.008789
	Iteration 18Q: 3 clusters Score -5753705 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5753722.500000 Penalty: 5333.008789
	Iteration 19Q: 3 clusters Score -5753722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5753738.500000 Penalty: 5333.008789
	Iteration 20F: 3 clusters Score -5753738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5753762.500000 Penalty: 5333.008789
	Iteration 21Q: 3 clusters Score -5753762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5753772.000000 Penalty: 5333.008789
	Iteration 22Q: 3 clusters Score -5753772 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5753793.000000 Penalty: 5333.008789
	Iteration 23Q: 3 clusters Score -5753793 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5753804.500000 Penalty: 5333.008789
	Iteration 24Q: 3 clusters Score -5753804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5753820.000000 Penalty: 5333.008789
	Iteration 25Q: 3 clusters Score -5753820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5753829.500000 Penalty: 5333.008789
	Iteration 26Q: 3 clusters Score -5753830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5753829.000000 Penalty: 5333.008789
	Iteration 27Q: 3 clusters Score -5753829 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5753842.500000 Penalty: 5333.008789
	Iteration 28Q: 3 clusters Score -5753842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5753864.000000 Penalty: 5333.008789
	Iteration 29Q: 3 clusters Score -5753864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5753847.000000 Penalty: 5333.008789
	Iteration 30Q: 3 clusters Score -5753847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5753866.000000 Penalty: 5333.008789
	Iteration 31Q: 3 clusters Score -5753866 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5753888.000000 Penalty: 5333.008789
	Iteration 32Q: 3 clusters Score -5753888 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5753891.500000 Penalty: 5333.008789
	Iteration 33Q: 3 clusters Score -5753892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5753899.000000 Penalty: 5333.008789
	Iteration 34Q: 3 clusters Score -5753899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5753909.000000 Penalty: 5333.008789
	Iteration 35Q: 3 clusters Score -5753909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -5753930.500000 Penalty: 5333.008789
	Iteration 36Q: 3 clusters Score -5753930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -5753943.500000 Penalty: 5333.008789
	Iteration 37Q: 3 clusters Score -5753944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5753977.000000 Penalty: 5333.008789
	Iteration 38Q: 3 clusters Score -5753977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -5753990.000000 Penalty: 5333.008789
	Iteration 39Q: 3 clusters Score -5753990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5754007.000000 Penalty: 5333.008789
	Iteration 40F: 3 clusters Score -5754007 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -5754067.500000 Penalty: 5333.008789
	Iteration 41Q: 3 clusters Score -5754068 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -5754101.500000 Penalty: 5333.008789
	Iteration 42Q: 3 clusters Score -5754102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5754152.500000 Penalty: 5333.008789
	Iteration 43Q: 3 clusters Score -5754152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5754214.000000 Penalty: 5333.008789
	Iteration 44Q: 3 clusters Score -5754214 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -5754258.000000 Penalty: 5333.008789
	Iteration 45Q: 3 clusters Score -5754258 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5754348.000000 Penalty: 5333.008789
	Iteration 46Q: 3 clusters Score -5754348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5754451.500000 Penalty: 5333.008789
	Iteration 47Q: 3 clusters Score -5754452 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -5754580.500000 Penalty: 5333.008789
	Iteration 48Q: 3 clusters Score -5754580 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5754754.000000 Penalty: 5333.008789
	Iteration 49Q: 3 clusters Score -5754754 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -5755002.500000 Penalty: 5333.008789
	Iteration 50Q: 3 clusters Score -5755002 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -5755227.500000 Penalty: 5333.008789
	Iteration 51Q: 3 clusters Score -5755228 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -5755518.000000 Penalty: 5333.008789
	Iteration 52Q: 3 clusters Score -5755518 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5755769.500000 Penalty: 5333.008789
	Iteration 53Q: 3 clusters Score -5755770 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5755992.500000 Penalty: 5333.008789
	Iteration 54Q: 3 clusters Score -5755992 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -5756237.500000 Penalty: 5333.008789
	Iteration 55Q: 3 clusters Score -5756238 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -5756398.500000 Penalty: 5333.008789
	Iteration 56Q: 3 clusters Score -5756398 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5756530.500000 Penalty: 5333.008789
	Iteration 57Q: 3 clusters Score -5756530 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -5756656.000000 Penalty: 5333.008789
	Iteration 58Q: 3 clusters Score -5756656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5756718.500000 Penalty: 5333.008789
	Iteration 59Q: 3 clusters Score -5756718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5756898.000000 Penalty: 5333.008789
	Iteration 60F: 3 clusters Score -5756898 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5757020.500000 Penalty: 5333.008789
	Iteration 61Q: 3 clusters Score -5757020 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5757105.000000 Penalty: 5333.008789
	Iteration 62Q: 3 clusters Score -5757105 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5757148.000000 Penalty: 5333.008789
	Iteration 63Q: 3 clusters Score -5757148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5757211.500000 Penalty: 5333.008789
	Iteration 64Q: 3 clusters Score -5757212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5757236.500000 Penalty: 5333.008789
	Iteration 65Q: 3 clusters Score -5757236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5757273.000000 Penalty: 5333.008789
	Iteration 66Q: 3 clusters Score -5757273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5757305.000000 Penalty: 5333.008789
	Iteration 67Q: 3 clusters Score -5757305 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5757318.500000 Penalty: 5333.008789
	Iteration 68Q: 3 clusters Score -5757318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5757324.500000 Penalty: 5333.008789
	Iteration 69Q: 3 clusters Score -5757324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5757343.500000 Penalty: 5333.008789
	Iteration 70Q: 3 clusters Score -5757344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5757348.500000 Penalty: 5333.008789
	Iteration 71Q: 3 clusters Score -5757348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -5757349.000000 Penalty: 5333.008789
	Iteration 72Q: 3 clusters Score -5757349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -5757345.500000 Penalty: 5333.008789
	Iteration 73Q: 3 clusters Score -5757346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5757353.500000 Penalty: 5333.008789
	Iteration 74Q: 3 clusters Score -5757354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5757359.500000 Penalty: 5333.008789
	Iteration 75Q: 3 clusters Score -5757360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5757369.000000 Penalty: 5333.008789
	Iteration 76Q: 3 clusters Score -5757369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5757381.000000 Penalty: 5333.008789
	Iteration 77Q: 3 clusters Score -5757381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -5757395.000000 Penalty: 5333.008789
	Iteration 78Q: 3 clusters Score -5757395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5757386.000000 Penalty: 5333.008789
	Iteration 79Q: 3 clusters Score -5757386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5757381.000000 Penalty: 5333.008789
	Iteration 80F: 3 clusters Score -5757381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5757385.500000 Penalty: 5333.008789
	Iteration 81Q: 3 clusters Score -5757386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5757387.000000 Penalty: 5333.008789
	Iteration 82Q: 3 clusters Score -5757387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5757381.500000 Penalty: 5333.008789
	Iteration 83Q: 3 clusters Score -5757382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5757378.000000 Penalty: 5333.008789
	Iteration 84Q: 3 clusters Score -5757378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5757376.000000 Penalty: 5333.008789
	Iteration 85Q: 3 clusters Score -5757376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5757389.000000 Penalty: 5333.008789
	Iteration 86Q: 3 clusters Score -5757389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5757381.000000 Penalty: 5333.008789
	Iteration 87Q: 3 clusters Score -5757381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -5757383.500000 Penalty: 5333.008789
	Iteration 88Q: 3 clusters Score -5757384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5757377.000000 Penalty: 5333.008789
	Iteration 89Q: 3 clusters Score -5757377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5757379.000000 Penalty: 5333.008789
	Iteration 90Q: 3 clusters Score -5757379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -5757392.500000 Penalty: 5333.008789
	Iteration 91Q: 3 clusters Score -5757392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5757387.500000 Penalty: 5333.008789
	Iteration 92Q: 3 clusters Score -5757388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -5757394.000000 Penalty: 5333.008789
	Iteration 93Q: 3 clusters Score -5757394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5333.008789
	Iteration 94Q: 3 clusters Score -5757398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5757401.000000 Penalty: 5333.008789
	Iteration 95Q: 3 clusters Score -5757401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5757394.500000 Penalty: 5333.008789
	Iteration 96Q: 3 clusters Score -5757394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5757398.500000 Penalty: 5333.008789
	Iteration 97Q: 3 clusters Score -5757398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5757396.500000 Penalty: 5333.008789
	Iteration 98Q: 3 clusters Score -5757396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5757392.000000 Penalty: 5333.008789
	Iteration 99Q: 3 clusters Score -5757392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5757391.500000 Penalty: 5333.008789
	Iteration 100F: 3 clusters Score -5757392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5757390.500000 Penalty: 5333.008789
	Iteration 101Q: 3 clusters Score -5757390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5333.008789
	Iteration 102Q: 3 clusters Score -5757398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5757399.000000 Penalty: 5333.008789
	Iteration 103Q: 3 clusters Score -5757399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5333.008789
	Iteration 104Q: 3 clusters Score -5757398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5757398.000000 Penalty: 5333.008789
	Iteration 105F: 3 clusters Score -5757398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 14657 members 
Entering Unmasked Estep 
Score: -134216592.000000 Penalty: 117396.515625
Splitting cluster 15 changes total score from -134073376.000000 to -134216592.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1056812.625000 Penalty: 2269.530518
	Iteration 0F: 2 clusters Score -1056813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1049635.000000 Penalty: 4539.061035
	Iteration 0F: 3 clusters Score -1049635 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1053130.500000 Penalty: 4539.061035
	Iteration 1F: 3 clusters Score -1053130 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1057917.375000 Penalty: 4539.061035
	Iteration 2F: 3 clusters Score -1057917 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1062212.250000 Penalty: 4539.061035
	Iteration 3F: 3 clusters Score -1062212 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1063697.750000 Penalty: 4539.061035
	Iteration 4F: 3 clusters Score -1063698 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1064256.875000 Penalty: 4539.061035
	Iteration 5Q: 3 clusters Score -1064257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1064456.000000 Penalty: 4539.061035
	Iteration 6Q: 3 clusters Score -1064456 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1064551.250000 Penalty: 4539.061035
	Iteration 7Q: 3 clusters Score -1064551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1064603.875000 Penalty: 4539.061035
	Iteration 8Q: 3 clusters Score -1064604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1064645.375000 Penalty: 4539.061035
	Iteration 9Q: 3 clusters Score -1064645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1064685.500000 Penalty: 4539.061035
	Iteration 10Q: 3 clusters Score -1064686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1064719.750000 Penalty: 4539.061035
	Iteration 11Q: 3 clusters Score -1064720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1064735.875000 Penalty: 4539.061035
	Iteration 12Q: 3 clusters Score -1064736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1064748.250000 Penalty: 4539.061035
	Iteration 13Q: 3 clusters Score -1064748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1064757.875000 Penalty: 4539.061035
	Iteration 14Q: 3 clusters Score -1064758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1064770.625000 Penalty: 4539.061035
	Iteration 15Q: 3 clusters Score -1064771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1064779.250000 Penalty: 4539.061035
	Iteration 16Q: 3 clusters Score -1064779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1064787.500000 Penalty: 4539.061035
	Iteration 17Q: 3 clusters Score -1064788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1064790.000000 Penalty: 4539.061035
	Iteration 18Q: 3 clusters Score -1064790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1064795.750000 Penalty: 4539.061035
	Iteration 19Q: 3 clusters Score -1064796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1064794.875000 Penalty: 4539.061035
	Iteration 20F: 3 clusters Score -1064795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1064796.000000 Penalty: 4539.061035
	Iteration 21Q: 3 clusters Score -1064796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1064799.875000 Penalty: 4539.061035
	Iteration 22Q: 3 clusters Score -1064800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1064802.750000 Penalty: 4539.061035
	Iteration 23Q: 3 clusters Score -1064803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1064808.625000 Penalty: 4539.061035
	Iteration 24Q: 3 clusters Score -1064809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1064809.375000 Penalty: 4539.061035
	Iteration 25Q: 3 clusters Score -1064809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1064810.750000 Penalty: 4539.061035
	Iteration 26Q: 3 clusters Score -1064811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1064813.750000 Penalty: 4539.061035
	Iteration 27Q: 3 clusters Score -1064814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1064816.500000 Penalty: 4539.061035
	Iteration 28Q: 3 clusters Score -1064816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1064818.750000 Penalty: 4539.061035
	Iteration 29Q: 3 clusters Score -1064819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1064820.125000 Penalty: 4539.061035
	Iteration 30Q: 3 clusters Score -1064820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1064825.875000 Penalty: 4539.061035
	Iteration 31Q: 3 clusters Score -1064826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1064827.250000 Penalty: 4539.061035
	Iteration 32Q: 3 clusters Score -1064827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1064828.000000 Penalty: 4539.061035
	Iteration 33Q: 3 clusters Score -1064828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1064830.375000 Penalty: 4539.061035
	Iteration 34Q: 3 clusters Score -1064830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1064832.375000 Penalty: 4539.061035
	Iteration 35Q: 3 clusters Score -1064832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1064834.625000 Penalty: 4539.061035
	Iteration 36Q: 3 clusters Score -1064835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1064837.000000 Penalty: 4539.061035
	Iteration 37Q: 3 clusters Score -1064837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1064843.875000 Penalty: 4539.061035
	Iteration 38Q: 3 clusters Score -1064844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1064849.000000 Penalty: 4539.061035
	Iteration 39Q: 3 clusters Score -1064849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1064851.875000 Penalty: 4539.061035
	Iteration 40F: 3 clusters Score -1064852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1064855.250000 Penalty: 4539.061035
	Iteration 41Q: 3 clusters Score -1064855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1064861.000000 Penalty: 4539.061035
	Iteration 42Q: 3 clusters Score -1064861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1064867.625000 Penalty: 4539.061035
	Iteration 43Q: 3 clusters Score -1064868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1064869.125000 Penalty: 4539.061035
	Iteration 44Q: 3 clusters Score -1064869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1064873.750000 Penalty: 4539.061035
	Iteration 45Q: 3 clusters Score -1064874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1064875.500000 Penalty: 4539.061035
	Iteration 46Q: 3 clusters Score -1064876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1064877.625000 Penalty: 4539.061035
	Iteration 47Q: 3 clusters Score -1064878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1064880.250000 Penalty: 4539.061035
	Iteration 48Q: 3 clusters Score -1064880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1064885.250000 Penalty: 4539.061035
	Iteration 49Q: 3 clusters Score -1064885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1064886.375000 Penalty: 4539.061035
	Iteration 50Q: 3 clusters Score -1064886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1064889.875000 Penalty: 4539.061035
	Iteration 51Q: 3 clusters Score -1064890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1064889.875000 Penalty: 4539.061035
	Iteration 52Q: 3 clusters Score -1064890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1064890.500000 Penalty: 4539.061035
	Iteration 53Q: 3 clusters Score -1064890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1064891.625000 Penalty: 4539.061035
	Iteration 54Q: 3 clusters Score -1064892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1064893.000000 Penalty: 4539.061035
	Iteration 55Q: 3 clusters Score -1064893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1064892.875000 Penalty: 4539.061035
	Iteration 56Q: 3 clusters Score -1064893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1064895.250000 Penalty: 4539.061035
	Iteration 57Q: 3 clusters Score -1064895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1064898.375000 Penalty: 4539.061035
	Iteration 58Q: 3 clusters Score -1064898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1064898.250000 Penalty: 4539.061035
	Iteration 59Q: 3 clusters Score -1064898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1064905.250000 Penalty: 4539.061035
	Iteration 60F: 3 clusters Score -1064905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1064904.500000 Penalty: 4539.061035
	Iteration 61Q: 3 clusters Score -1064904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1064909.625000 Penalty: 4539.061035
	Iteration 62Q: 3 clusters Score -1064910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1064910.500000 Penalty: 4539.061035
	Iteration 63Q: 3 clusters Score -1064910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1064910.750000 Penalty: 4539.061035
	Iteration 64Q: 3 clusters Score -1064911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1064913.375000 Penalty: 4539.061035
	Iteration 65Q: 3 clusters Score -1064913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1064913.375000 Penalty: 4539.061035
	Iteration 66F: 3 clusters Score -1064913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 14657 members 
Mstep: Class 35 contains 2833 members 
Entering Unmasked Estep 
Score: -134223328.000000 Penalty: 120849.359375
Splitting cluster 16 changes total score from -134073376.000000 to -134223328.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (49063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Entering Unmasked Estep 
Score: -5996659.000000 Penalty: 2678.613281
	Iteration 0F: 2 clusters Score -5996659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5963454.500000 Penalty: 5357.226562
	Iteration 0F: 3 clusters Score -5963454 nChanged 22888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5976394.000000 Penalty: 5357.226562
	Iteration 1F: 3 clusters Score -5976394 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5977564.000000 Penalty: 5357.226562
	Iteration 2F: 3 clusters Score -5977564 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -5978937.000000 Penalty: 5357.226562
	Iteration 3F: 3 clusters Score -5978937 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5980561.000000 Penalty: 5357.226562
	Iteration 4F: 3 clusters Score -5980561 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5982363.000000 Penalty: 5357.226562
	Iteration 5F: 3 clusters Score -5982363 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5984424.000000 Penalty: 5357.226562
	Iteration 6F: 3 clusters Score -5984424 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5986187.000000 Penalty: 5357.226562
	Iteration 7F: 3 clusters Score -5986187 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5987573.000000 Penalty: 5357.226562
	Iteration 8F: 3 clusters Score -5987573 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5988610.000000 Penalty: 5357.226562
	Iteration 9Q: 3 clusters Score -5988610 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5989420.000000 Penalty: 5357.226562
	Iteration 10Q: 3 clusters Score -5989420 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5990071.000000 Penalty: 5357.226562
	Iteration 11Q: 3 clusters Score -5990071 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5990575.500000 Penalty: 5357.226562
	Iteration 12Q: 3 clusters Score -5990576 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -5991036.500000 Penalty: 5357.226562
	Iteration 13Q: 3 clusters Score -5991036 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -5991442.000000 Penalty: 5357.226562
	Iteration 14Q: 3 clusters Score -5991442 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5991860.000000 Penalty: 5357.226562
	Iteration 15Q: 3 clusters Score -5991860 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5992272.500000 Penalty: 5357.226562
	Iteration 16Q: 3 clusters Score -5992272 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5992588.000000 Penalty: 5357.226562
	Iteration 17Q: 3 clusters Score -5992588 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5992872.500000 Penalty: 5357.226562
	Iteration 18Q: 3 clusters Score -5992872 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5993116.000000 Penalty: 5357.226562
	Iteration 19Q: 3 clusters Score -5993116 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5993289.500000 Penalty: 5357.226562
	Iteration 20F: 3 clusters Score -5993290 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -5993453.500000 Penalty: 5357.226562
	Iteration 21Q: 3 clusters Score -5993454 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5993548.000000 Penalty: 5357.226562
	Iteration 22Q: 3 clusters Score -5993548 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -5993606.000000 Penalty: 5357.226562
	Iteration 23Q: 3 clusters Score -5993606 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5993721.000000 Penalty: 5357.226562
	Iteration 24Q: 3 clusters Score -5993721 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -5993772.500000 Penalty: 5357.226562
	Iteration 25Q: 3 clusters Score -5993772 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5993799.000000 Penalty: 5357.226562
	Iteration 26Q: 3 clusters Score -5993799 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5993843.000000 Penalty: 5357.226562
	Iteration 27Q: 3 clusters Score -5993843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5993867.500000 Penalty: 5357.226562
	Iteration 28Q: 3 clusters Score -5993868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5993886.000000 Penalty: 5357.226562
	Iteration 29Q: 3 clusters Score -5993886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5993919.000000 Penalty: 5357.226562
	Iteration 30Q: 3 clusters Score -5993919 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -5993950.500000 Penalty: 5357.226562
	Iteration 31Q: 3 clusters Score -5993950 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5993946.000000 Penalty: 5357.226562
	Iteration 32Q: 3 clusters Score -5993946 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5993957.500000 Penalty: 5357.226562
	Iteration 33Q: 3 clusters Score -5993958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5993972.000000 Penalty: 5357.226562
	Iteration 34Q: 3 clusters Score -5993972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5993979.500000 Penalty: 5357.226562
	Iteration 35Q: 3 clusters Score -5993980 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5993998.500000 Penalty: 5357.226562
	Iteration 36Q: 3 clusters Score -5993998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5994018.500000 Penalty: 5357.226562
	Iteration 37Q: 3 clusters Score -5994018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5994059.000000 Penalty: 5357.226562
	Iteration 38Q: 3 clusters Score -5994059 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5994057.500000 Penalty: 5357.226562
	Iteration 39Q: 3 clusters Score -5994058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5994069.000000 Penalty: 5357.226562
	Iteration 40F: 3 clusters Score -5994069 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5994107.000000 Penalty: 5357.226562
	Iteration 41Q: 3 clusters Score -5994107 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5994129.500000 Penalty: 5357.226562
	Iteration 42Q: 3 clusters Score -5994130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5994154.000000 Penalty: 5357.226562
	Iteration 43Q: 3 clusters Score -5994154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5994171.000000 Penalty: 5357.226562
	Iteration 44Q: 3 clusters Score -5994171 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5994187.500000 Penalty: 5357.226562
	Iteration 45Q: 3 clusters Score -5994188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5994211.000000 Penalty: 5357.226562
	Iteration 46Q: 3 clusters Score -5994211 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5994187.000000 Penalty: 5357.226562
	Iteration 47Q: 3 clusters Score -5994187 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5994201.500000 Penalty: 5357.226562
	Iteration 48Q: 3 clusters Score -5994202 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5994192.500000 Penalty: 5357.226562
	Iteration 49Q: 3 clusters Score -5994192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5994211.000000 Penalty: 5357.226562
	Iteration 50Q: 3 clusters Score -5994211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5994243.000000 Penalty: 5357.226562
	Iteration 51Q: 3 clusters Score -5994243 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5994255.500000 Penalty: 5357.226562
	Iteration 52Q: 3 clusters Score -5994256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5994274.500000 Penalty: 5357.226562
	Iteration 53Q: 3 clusters Score -5994274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5994283.500000 Penalty: 5357.226562
	Iteration 54Q: 3 clusters Score -5994284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5994277.500000 Penalty: 5357.226562
	Iteration 55Q: 3 clusters Score -5994278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5994300.500000 Penalty: 5357.226562
	Iteration 56Q: 3 clusters Score -5994300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5994295.500000 Penalty: 5357.226562
	Iteration 57Q: 3 clusters Score -5994296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5994319.000000 Penalty: 5357.226562
	Iteration 58Q: 3 clusters Score -5994319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5994344.000000 Penalty: 5357.226562
	Iteration 59Q: 3 clusters Score -5994344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5994367.500000 Penalty: 5357.226562
	Iteration 60F: 3 clusters Score -5994368 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -5994390.000000 Penalty: 5357.226562
	Iteration 61Q: 3 clusters Score -5994390 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5994407.000000 Penalty: 5357.226562
	Iteration 62Q: 3 clusters Score -5994407 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5994433.500000 Penalty: 5357.226562
	Iteration 63Q: 3 clusters Score -5994434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5994434.000000 Penalty: 5357.226562
	Iteration 64Q: 3 clusters Score -5994434 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5994438.000000 Penalty: 5357.226562
	Iteration 65Q: 3 clusters Score -5994438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5994459.500000 Penalty: 5357.226562
	Iteration 66Q: 3 clusters Score -5994460 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5994477.500000 Penalty: 5357.226562
	Iteration 67Q: 3 clusters Score -5994478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -5994502.500000 Penalty: 5357.226562
	Iteration 68Q: 3 clusters Score -5994502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5994524.500000 Penalty: 5357.226562
	Iteration 69Q: 3 clusters Score -5994524 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5994530.500000 Penalty: 5357.226562
	Iteration 70Q: 3 clusters Score -5994530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -5994557.500000 Penalty: 5357.226562
	Iteration 71Q: 3 clusters Score -5994558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5994575.500000 Penalty: 5357.226562
	Iteration 72Q: 3 clusters Score -5994576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5994601.000000 Penalty: 5357.226562
	Iteration 73Q: 3 clusters Score -5994601 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5994629.500000 Penalty: 5357.226562
	Iteration 74Q: 3 clusters Score -5994630 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -5994663.500000 Penalty: 5357.226562
	Iteration 75Q: 3 clusters Score -5994664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5994682.000000 Penalty: 5357.226562
	Iteration 76Q: 3 clusters Score -5994682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5994707.000000 Penalty: 5357.226562
	Iteration 77Q: 3 clusters Score -5994707 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5994724.000000 Penalty: 5357.226562
	Iteration 78Q: 3 clusters Score -5994724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -5994735.000000 Penalty: 5357.226562
	Iteration 79Q: 3 clusters Score -5994735 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5994752.500000 Penalty: 5357.226562
	Iteration 80F: 3 clusters Score -5994752 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5994761.000000 Penalty: 5357.226562
	Iteration 81Q: 3 clusters Score -5994761 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5994830.000000 Penalty: 5357.226562
	Iteration 82Q: 3 clusters Score -5994830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5994853.000000 Penalty: 5357.226562
	Iteration 83Q: 3 clusters Score -5994853 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5994895.500000 Penalty: 5357.226562
	Iteration 84Q: 3 clusters Score -5994896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5994949.000000 Penalty: 5357.226562
	Iteration 85Q: 3 clusters Score -5994949 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5994981.000000 Penalty: 5357.226562
	Iteration 86Q: 3 clusters Score -5994981 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5995005.500000 Penalty: 5357.226562
	Iteration 87Q: 3 clusters Score -5995006 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5995052.000000 Penalty: 5357.226562
	Iteration 88Q: 3 clusters Score -5995052 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -5995062.000000 Penalty: 5357.226562
	Iteration 89Q: 3 clusters Score -5995062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5995105.500000 Penalty: 5357.226562
	Iteration 90Q: 3 clusters Score -5995106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5995137.500000 Penalty: 5357.226562
	Iteration 91Q: 3 clusters Score -5995138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5995171.500000 Penalty: 5357.226562
	Iteration 92Q: 3 clusters Score -5995172 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -5995191.000000 Penalty: 5357.226562
	Iteration 93Q: 3 clusters Score -5995191 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5995203.000000 Penalty: 5357.226562
	Iteration 94Q: 3 clusters Score -5995203 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5995250.000000 Penalty: 5357.226562
	Iteration 95Q: 3 clusters Score -5995250 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5995264.000000 Penalty: 5357.226562
	Iteration 96Q: 3 clusters Score -5995264 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5995290.000000 Penalty: 5357.226562
	Iteration 97Q: 3 clusters Score -5995290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -5995294.000000 Penalty: 5357.226562
	Iteration 98Q: 3 clusters Score -5995294 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -5995313.500000 Penalty: 5357.226562
	Iteration 99Q: 3 clusters Score -5995314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5995338.000000 Penalty: 5357.226562
	Iteration 100F: 3 clusters Score -5995338 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -5995363.000000 Penalty: 5357.226562
	Iteration 101Q: 3 clusters Score -5995363 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5995377.500000 Penalty: 5357.226562
	Iteration 102Q: 3 clusters Score -5995378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5995414.500000 Penalty: 5357.226562
	Iteration 103Q: 3 clusters Score -5995414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -5995427.500000 Penalty: 5357.226562
	Iteration 104Q: 3 clusters Score -5995428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -5995438.500000 Penalty: 5357.226562
	Iteration 105Q: 3 clusters Score -5995438 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -5995499.500000 Penalty: 5357.226562
	Iteration 106Q: 3 clusters Score -5995500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -5995519.000000 Penalty: 5357.226562
	Iteration 107Q: 3 clusters Score -5995519 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5995533.500000 Penalty: 5357.226562
	Iteration 108Q: 3 clusters Score -5995534 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -5995549.500000 Penalty: 5357.226562
	Iteration 109Q: 3 clusters Score -5995550 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5995560.500000 Penalty: 5357.226562
	Iteration 110Q: 3 clusters Score -5995560 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5995584.000000 Penalty: 5357.226562
	Iteration 111Q: 3 clusters Score -5995584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5995563.500000 Penalty: 5357.226562
	Iteration 112Q: 3 clusters Score -5995564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5995594.000000 Penalty: 5357.226562
	Iteration 113Q: 3 clusters Score -5995594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -5995621.000000 Penalty: 5357.226562
	Iteration 114Q: 3 clusters Score -5995621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5995628.500000 Penalty: 5357.226562
	Iteration 115Q: 3 clusters Score -5995628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5995640.500000 Penalty: 5357.226562
	Iteration 116Q: 3 clusters Score -5995640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5995653.500000 Penalty: 5357.226562
	Iteration 117Q: 3 clusters Score -5995654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5995653.500000 Penalty: 5357.226562
	Iteration 118Q: 3 clusters Score -5995654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5995663.500000 Penalty: 5357.226562
	Iteration 119Q: 3 clusters Score -5995664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5995669.500000 Penalty: 5357.226562
	Iteration 120F: 3 clusters Score -5995670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -5995673.500000 Penalty: 5357.226562
	Iteration 121Q: 3 clusters Score -5995674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -5995677.500000 Penalty: 5357.226562
	Iteration 122Q: 3 clusters Score -5995678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5995670.500000 Penalty: 5357.226562
	Iteration 123Q: 3 clusters Score -5995670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5995680.000000 Penalty: 5357.226562
	Iteration 124Q: 3 clusters Score -5995680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5995665.500000 Penalty: 5357.226562
	Iteration 125Q: 3 clusters Score -5995666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -5995671.500000 Penalty: 5357.226562
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Mstep: Class 1 contains 14465 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5995672 nChanged 42
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Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5995674 nChanged 34
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Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5995681 nChanged 36
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Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5995680 nChanged 40
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Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5995684 nChanged 48
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Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5995692 nChanged 41
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5995678 nChanged 33
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Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5995680 nChanged 30
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Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5995683 nChanged 26
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Mstep: Class 2 contains 34922 members 
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	Iteration 136Q: 3 clusters Score -5995691 nChanged 30
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Mstep: Class 2 contains 34950 members 
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	Iteration 137Q: 3 clusters Score -5995688 nChanged 26
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Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5995695 nChanged 20
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Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5995692 nChanged 24
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Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5995684 nChanged 32
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Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5995694 nChanged 34
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Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5995698 nChanged 38
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5995700 nChanged 37
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Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5995692 nChanged 38
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Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5995687 nChanged 30
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Mstep: Class 1 contains 13840 members 
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	Iteration 146Q: 3 clusters Score -5995688 nChanged 19
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Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5995692 nChanged 19
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Mstep: Class 2 contains 35261 members 
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	Iteration 148Q: 3 clusters Score -5995700 nChanged 27
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Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5995696 nChanged 21
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	Iteration 150Q: 3 clusters Score -5995699 nChanged 21
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	Iteration 151Q: 3 clusters Score -5995707 nChanged 19
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5995706 nChanged 23
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5995716 nChanged 20
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	Iteration 154Q: 3 clusters Score -5995714 nChanged 16
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	Iteration 156Q: 3 clusters Score -5995711 nChanged 19
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	Iteration 157Q: 3 clusters Score -5995716 nChanged 12
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	Iteration 158Q: 3 clusters Score -5995726 nChanged 13
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	Iteration 159Q: 3 clusters Score -5995718 nChanged 9
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	Iteration 160F: 3 clusters Score -5995723 nChanged 8
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	Iteration 161Q: 3 clusters Score -5995721 nChanged 10
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	Iteration 162Q: 3 clusters Score -5995726 nChanged 11
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	Iteration 163Q: 3 clusters Score -5995724 nChanged 5
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	Iteration 164Q: 3 clusters Score -5995726 nChanged 5
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	Iteration 165Q: 3 clusters Score -5995727 nChanged 2
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Mstep: Class 2 contains 35493 members 
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	Iteration 166Q: 3 clusters Score -5995722 nChanged 4
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	Iteration 167Q: 3 clusters Score -5995723 nChanged 6
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	Iteration 168Q: 3 clusters Score -5995728 nChanged 3
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	Iteration 169Q: 3 clusters Score -5995727 nChanged 2
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	Iteration 170Q: 3 clusters Score -5995724 nChanged 3
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	Iteration 171Q: 3 clusters Score -5995723 nChanged 5
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	Iteration 172Q: 3 clusters Score -5995729 nChanged 4
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	Iteration 173Q: 3 clusters Score -5995728 nChanged 5
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	Iteration 174Q: 3 clusters Score -5995725 nChanged 6
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	Iteration 175Q: 3 clusters Score -5995726 nChanged 6
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	Iteration 176Q: 3 clusters Score -5995730 nChanged 9
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	Iteration 177Q: 3 clusters Score -5995734 nChanged 9
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	Iteration 178Q: 3 clusters Score -5995728 nChanged 7
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	Iteration 179Q: 3 clusters Score -5995724 nChanged 7
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	Iteration 180F: 3 clusters Score -5995725 nChanged 9
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5995722 nChanged 11
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	Iteration 182Q: 3 clusters Score -5995728 nChanged 7
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	Iteration 183Q: 3 clusters Score -5995718 nChanged 11
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	Iteration 184Q: 3 clusters Score -5995722 nChanged 13
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Mstep: Class 1 contains 13455 members 
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	Iteration 185Q: 3 clusters Score -5995726 nChanged 9
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	Iteration 186Q: 3 clusters Score -5995730 nChanged 17
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	Iteration 187Q: 3 clusters Score -5995720 nChanged 22
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	Iteration 188Q: 3 clusters Score -5995730 nChanged 23
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	Iteration 189Q: 3 clusters Score -5995720 nChanged 23
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	Iteration 190Q: 3 clusters Score -5995722 nChanged 28
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	Iteration 191Q: 3 clusters Score -5995717 nChanged 24
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	Iteration 192Q: 3 clusters Score -5995724 nChanged 32
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	Iteration 193Q: 3 clusters Score -5995734 nChanged 29
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	Iteration 194Q: 3 clusters Score -5995728 nChanged 25
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	Iteration 195Q: 3 clusters Score -5995744 nChanged 34
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	Iteration 196Q: 3 clusters Score -5995749 nChanged 37
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Mstep: Class 2 contains 35897 members 
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	Iteration 197Q: 3 clusters Score -5995753 nChanged 35
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	Iteration 198Q: 3 clusters Score -5995756 nChanged 39
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	Iteration 199Q: 3 clusters Score -5995754 nChanged 40
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	Iteration 200F: 3 clusters Score -5995756 nChanged 33
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Mstep: Class 1 contains 13019 members 
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	Iteration 201Q: 3 clusters Score -5995756 nChanged 26
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Mstep: Class 1 contains 12993 members 
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	Iteration 202Q: 3 clusters Score -5995749 nChanged 23
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	Iteration 203Q: 3 clusters Score -5995749 nChanged 18
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	Iteration 204Q: 3 clusters Score -5995747 nChanged 23
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	Iteration 205Q: 3 clusters Score -5995744 nChanged 16
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	Iteration 206Q: 3 clusters Score -5995736 nChanged 18
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	Iteration 207Q: 3 clusters Score -5995743 nChanged 19
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	Iteration 208Q: 3 clusters Score -5995740 nChanged 16
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	Iteration 209Q: 3 clusters Score -5995743 nChanged 15
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	Iteration 210Q: 3 clusters Score -5995750 nChanged 15
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	Iteration 211Q: 3 clusters Score -5995747 nChanged 12
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	Iteration 212Q: 3 clusters Score -5995744 nChanged 16
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	Iteration 213Q: 3 clusters Score -5995740 nChanged 18
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	Iteration 214Q: 3 clusters Score -5995749 nChanged 23
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	Iteration 215Q: 3 clusters Score -5995757 nChanged 20
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	Iteration 216Q: 3 clusters Score -5995766 nChanged 15
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	Iteration 217Q: 3 clusters Score -5995758 nChanged 21
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5995762 nChanged 19
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Entering Unmasked Estep 
Score: -5995764.500000 Penalty: 5357.226562
	Iteration 219Q: 3 clusters Score -5995764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5995760.500000 Penalty: 5357.226562
	Iteration 220F: 3 clusters Score -5995760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -5995767.500000 Penalty: 5357.226562
	Iteration 221Q: 3 clusters Score -5995768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5995765.500000 Penalty: 5357.226562
	Iteration 222Q: 3 clusters Score -5995766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5995772.000000 Penalty: 5357.226562
	Iteration 223Q: 3 clusters Score -5995772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5995772.500000 Penalty: 5357.226562
	Iteration 224Q: 3 clusters Score -5995772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5995766.500000 Penalty: 5357.226562
	Iteration 225Q: 3 clusters Score -5995766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5995763.500000 Penalty: 5357.226562
	Iteration 226Q: 3 clusters Score -5995764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5995763.500000 Penalty: 5357.226562
	Iteration 227F: 3 clusters Score -5995764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Entering Unmasked Estep 
Score: -2365254.500000 Penalty: 2452.970459
	Iteration 0F: 2 clusters Score -2365254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2351631.250000 Penalty: 4905.940918
	Iteration 0F: 3 clusters Score -2351631 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2359912.750000 Penalty: 4905.940918
	Iteration 1F: 3 clusters Score -2359913 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2363293.500000 Penalty: 4905.940918
	Iteration 2F: 3 clusters Score -2363294 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2366217.500000 Penalty: 4905.940918
	Iteration 3F: 3 clusters Score -2366218 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2367968.500000 Penalty: 4905.940918
	Iteration 4F: 3 clusters Score -2367968 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2368901.250000 Penalty: 4905.940918
	Iteration 5F: 3 clusters Score -2368901 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2369451.750000 Penalty: 4905.940918
	Iteration 6Q: 3 clusters Score -2369452 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2369804.250000 Penalty: 4905.940918
	Iteration 7Q: 3 clusters Score -2369804 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2370124.750000 Penalty: 4905.940918
	Iteration 8Q: 3 clusters Score -2370125 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2370383.000000 Penalty: 4905.940918
	Iteration 9Q: 3 clusters Score -2370383 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2370631.750000 Penalty: 4905.940918
	Iteration 10Q: 3 clusters Score -2370632 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2370899.250000 Penalty: 4905.940918
	Iteration 11Q: 3 clusters Score -2370899 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2371108.000000 Penalty: 4905.940918
	Iteration 12Q: 3 clusters Score -2371108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2371227.000000 Penalty: 4905.940918
	Iteration 13Q: 3 clusters Score -2371227 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2371317.500000 Penalty: 4905.940918
	Iteration 14Q: 3 clusters Score -2371318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2371369.000000 Penalty: 4905.940918
	Iteration 15Q: 3 clusters Score -2371369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2371401.000000 Penalty: 4905.940918
	Iteration 16Q: 3 clusters Score -2371401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2371420.750000 Penalty: 4905.940918
	Iteration 17Q: 3 clusters Score -2371421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2371428.000000 Penalty: 4905.940918
	Iteration 18Q: 3 clusters Score -2371428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2371434.500000 Penalty: 4905.940918
	Iteration 19Q: 3 clusters Score -2371434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2371436.500000 Penalty: 4905.940918
	Iteration 20F: 3 clusters Score -2371436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2371450.000000 Penalty: 4905.940918
	Iteration 21Q: 3 clusters Score -2371450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2371450.250000 Penalty: 4905.940918
	Iteration 22Q: 3 clusters Score -2371450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2371445.500000 Penalty: 4905.940918
	Iteration 23Q: 3 clusters Score -2371446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2371445.500000 Penalty: 4905.940918
	Iteration 24F: 3 clusters Score -2371446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 20121 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 14657 members 
Mstep: Class 35 contains 2833 members 
Mstep: Class 36 contains 17502 members 
Entering Unmasked Estep 
Score: -134228160.000000 Penalty: 124302.195312
Splitting cluster 18 changes total score from -134073376.000000 to -134228160.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (20121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Entering Unmasked Estep 
Score: -2447561.500000 Penalty: 2457.560791
	Iteration 0F: 2 clusters Score -2447562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2433617.750000 Penalty: 4915.121582
	Iteration 0F: 3 clusters Score -2433618 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2439515.500000 Penalty: 4915.121582
	Iteration 1F: 3 clusters Score -2439516 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2442090.500000 Penalty: 4915.121582
	Iteration 2F: 3 clusters Score -2442090 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2448094.250000 Penalty: 4915.121582
	Iteration 3F: 3 clusters Score -2448094 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2454340.250000 Penalty: 4915.121582
	Iteration 4F: 3 clusters Score -2454340 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2456068.250000 Penalty: 4915.121582
	Iteration 5F: 3 clusters Score -2456068 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2456337.000000 Penalty: 4915.121582
	Iteration 6Q: 3 clusters Score -2456337 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2456402.500000 Penalty: 4915.121582
	Iteration 7Q: 3 clusters Score -2456402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2456421.750000 Penalty: 4915.121582
	Iteration 8Q: 3 clusters Score -2456422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2456413.500000 Penalty: 4915.121582
	Iteration 9Q: 3 clusters Score -2456414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2456418.000000 Penalty: 4915.121582
	Iteration 10Q: 3 clusters Score -2456418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2456419.750000 Penalty: 4915.121582
	Iteration 11Q: 3 clusters Score -2456420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2456420.500000 Penalty: 4915.121582
	Iteration 12Q: 3 clusters Score -2456420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2456420.500000 Penalty: 4915.121582
	Iteration 13Q: 3 clusters Score -2456420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2456419.000000 Penalty: 4915.121582
	Iteration 14Q: 3 clusters Score -2456419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2456423.250000 Penalty: 4915.121582
	Iteration 15Q: 3 clusters Score -2456423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2456418.750000 Penalty: 4915.121582
	Iteration 16Q: 3 clusters Score -2456419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2456419.750000 Penalty: 4915.121582
	Iteration 17Q: 3 clusters Score -2456420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2456419.750000 Penalty: 4915.121582
	Iteration 18F: 3 clusters Score -2456420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 176224 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 14657 members 
Mstep: Class 35 contains 2833 members 
Mstep: Class 36 contains 17502 members 
Mstep: Class 37 contains 14766 members 
Entering Unmasked Estep 
Score: -134236192.000000 Penalty: 127755.039062
Splitting cluster 19 changes total score from -134073376.000000 to -134236192.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (176224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Entering Unmasked Estep 
Score: -21783786.000000 Penalty: 2995.718994
	Iteration 0F: 2 clusters Score -2.178379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -21666886.000000 Penalty: 5991.437988
	Iteration 0F: 3 clusters Score -2.166689e+07 nChanged 84389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -21717756.000000 Penalty: 5991.437988
	Iteration 1F: 3 clusters Score -2.171776e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -21720586.000000 Penalty: 5991.437988
	Iteration 2Q: 3 clusters Score -2.172059e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -21724854.000000 Penalty: 5991.437988
	Iteration 3F: 3 clusters Score -2.172485e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -21730802.000000 Penalty: 5991.437988
	Iteration 4F: 3 clusters Score -2.17308e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -21738356.000000 Penalty: 5991.437988
	Iteration 5F: 3 clusters Score -2.173836e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127371 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -21746292.000000 Penalty: 5991.437988
	Iteration 6F: 3 clusters Score -2.174629e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -21754112.000000 Penalty: 5991.437988
	Iteration 7F: 3 clusters Score -2.175411e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -21761088.000000 Penalty: 5991.437988
	Iteration 8Q: 3 clusters Score -2.176109e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -21767092.000000 Penalty: 5991.437988
	Iteration 9Q: 3 clusters Score -2.176709e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -21772212.000000 Penalty: 5991.437988
	Iteration 10Q: 3 clusters Score -2.177221e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -21776566.000000 Penalty: 5991.437988
	Iteration 11Q: 3 clusters Score -2.177657e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -21779556.000000 Penalty: 5991.437988
	Iteration 12Q: 3 clusters Score -2.177956e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158763 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -21781524.000000 Penalty: 5991.437988
	Iteration 13Q: 3 clusters Score -2.178152e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159452 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -21782728.000000 Penalty: 5991.437988
	Iteration 14Q: 3 clusters Score -2.178273e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -21783572.000000 Penalty: 5991.437988
	Iteration 15Q: 3 clusters Score -2.178357e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -21784006.000000 Penalty: 5991.437988
	Iteration 16Q: 3 clusters Score -2.178401e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160930 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -21784326.000000 Penalty: 5991.437988
	Iteration 17Q: 3 clusters Score -2.178433e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -21784520.000000 Penalty: 5991.437988
	Iteration 18Q: 3 clusters Score -2.178452e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161734 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -21784578.000000 Penalty: 5991.437988
	Iteration 19Q: 3 clusters Score -2.178458e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -21784670.000000 Penalty: 5991.437988
	Iteration 20F: 3 clusters Score -2.178467e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -21784746.000000 Penalty: 5991.437988
	Iteration 21Q: 3 clusters Score -2.178475e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -21784768.000000 Penalty: 5991.437988
	Iteration 22Q: 3 clusters Score -2.178477e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -21784768.000000 Penalty: 5991.437988
	Iteration 23Q: 3 clusters Score -2.178477e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -21784856.000000 Penalty: 5991.437988
	Iteration 24Q: 3 clusters Score -2.178486e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -21784930.000000 Penalty: 5991.437988
	Iteration 25Q: 3 clusters Score -2.178493e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -21784936.000000 Penalty: 5991.437988
	Iteration 26Q: 3 clusters Score -2.178494e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -21784998.000000 Penalty: 5991.437988
	Iteration 27Q: 3 clusters Score -2.1785e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -21785010.000000 Penalty: 5991.437988
	Iteration 28Q: 3 clusters Score -2.178501e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -21785008.000000 Penalty: 5991.437988
	Iteration 29Q: 3 clusters Score -2.178501e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -21785020.000000 Penalty: 5991.437988
	Iteration 30Q: 3 clusters Score -2.178502e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -21784986.000000 Penalty: 5991.437988
	Iteration 31Q: 3 clusters Score -2.178499e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -21784996.000000 Penalty: 5991.437988
	Iteration 32Q: 3 clusters Score -2.1785e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -21784986.000000 Penalty: 5991.437988
	Iteration 33Q: 3 clusters Score -2.178499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -21784986.000000 Penalty: 5991.437988
	Iteration 34Q: 3 clusters Score -2.178499e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -21784976.000000 Penalty: 5991.437988
	Iteration 35Q: 3 clusters Score -2.178498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -21784988.000000 Penalty: 5991.437988
	Iteration 36Q: 3 clusters Score -2.178499e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -21785008.000000 Penalty: 5991.437988
	Iteration 37Q: 3 clusters Score -2.178501e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -21785026.000000 Penalty: 5991.437988
	Iteration 38Q: 3 clusters Score -2.178503e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -21785020.000000 Penalty: 5991.437988
	Iteration 39Q: 3 clusters Score -2.178502e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165612 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -21785020.000000 Penalty: 5991.437988
	Iteration 40F: 3 clusters Score -2.178502e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -21785012.000000 Penalty: 5991.437988
	Iteration 41Q: 3 clusters Score -2.178501e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -21785032.000000 Penalty: 5991.437988
	Iteration 42Q: 3 clusters Score -2.178503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165813 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -21785018.000000 Penalty: 5991.437988
	Iteration 43Q: 3 clusters Score -2.178502e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165875 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -21785044.000000 Penalty: 5991.437988
	Iteration 44Q: 3 clusters Score -2.178504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -21785044.000000 Penalty: 5991.437988
	Iteration 45Q: 3 clusters Score -2.178504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165991 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -21785080.000000 Penalty: 5991.437988
	Iteration 46Q: 3 clusters Score -2.178508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -21785086.000000 Penalty: 5991.437988
	Iteration 47Q: 3 clusters Score -2.178509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -21785116.000000 Penalty: 5991.437988
	Iteration 48Q: 3 clusters Score -2.178512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -21785162.000000 Penalty: 5991.437988
	Iteration 49Q: 3 clusters Score -2.178516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -21785164.000000 Penalty: 5991.437988
	Iteration 50Q: 3 clusters Score -2.178516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -21785174.000000 Penalty: 5991.437988
	Iteration 51Q: 3 clusters Score -2.178517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -21785182.000000 Penalty: 5991.437988
	Iteration 52Q: 3 clusters Score -2.178518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -21785136.000000 Penalty: 5991.437988
	Iteration 53Q: 3 clusters Score -2.178514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -21785144.000000 Penalty: 5991.437988
	Iteration 54Q: 3 clusters Score -2.178514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -21785148.000000 Penalty: 5991.437988
	Iteration 55Q: 3 clusters Score -2.178515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -21785152.000000 Penalty: 5991.437988
	Iteration 56Q: 3 clusters Score -2.178515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -21785128.000000 Penalty: 5991.437988
	Iteration 57Q: 3 clusters Score -2.178513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -21785134.000000 Penalty: 5991.437988
	Iteration 58Q: 3 clusters Score -2.178513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -21785110.000000 Penalty: 5991.437988
	Iteration 59Q: 3 clusters Score -2.178511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -21785122.000000 Penalty: 5991.437988
	Iteration 60F: 3 clusters Score -2.178512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -21785132.000000 Penalty: 5991.437988
	Iteration 61Q: 3 clusters Score -2.178513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -21785130.000000 Penalty: 5991.437988
	Iteration 62Q: 3 clusters Score -2.178513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166731 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -21785140.000000 Penalty: 5991.437988
	Iteration 63Q: 3 clusters Score -2.178514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -21785138.000000 Penalty: 5991.437988
	Iteration 64Q: 3 clusters Score -2.178514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -21785140.000000 Penalty: 5991.437988
	Iteration 65Q: 3 clusters Score -2.178514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -21785146.000000 Penalty: 5991.437988
	Iteration 66Q: 3 clusters Score -2.178515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -21785160.000000 Penalty: 5991.437988
	Iteration 67Q: 3 clusters Score -2.178516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -21785158.000000 Penalty: 5991.437988
	Iteration 68Q: 3 clusters Score -2.178516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -21785146.000000 Penalty: 5991.437988
	Iteration 69Q: 3 clusters Score -2.178515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -21785160.000000 Penalty: 5991.437988
	Iteration 70Q: 3 clusters Score -2.178516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -21785148.000000 Penalty: 5991.437988
	Iteration 71Q: 3 clusters Score -2.178515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166881 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -21785158.000000 Penalty: 5991.437988
	Iteration 72Q: 3 clusters Score -2.178516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -21785144.000000 Penalty: 5991.437988
	Iteration 73Q: 3 clusters Score -2.178514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -21785166.000000 Penalty: 5991.437988
	Iteration 74Q: 3 clusters Score -2.178517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -21785184.000000 Penalty: 5991.437988
	Iteration 75Q: 3 clusters Score -2.178518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -21785150.000000 Penalty: 5991.437988
	Iteration 76Q: 3 clusters Score -2.178515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166936 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -21785166.000000 Penalty: 5991.437988
	Iteration 77Q: 3 clusters Score -2.178517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -21785166.000000 Penalty: 5991.437988
	Iteration 78Q: 3 clusters Score -2.178517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -21785178.000000 Penalty: 5991.437988
	Iteration 79Q: 3 clusters Score -2.178518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -21785188.000000 Penalty: 5991.437988
	Iteration 80F: 3 clusters Score -2.178519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -21785186.000000 Penalty: 5991.437988
	Iteration 81Q: 3 clusters Score -2.178519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166967 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -21785176.000000 Penalty: 5991.437988
	Iteration 82Q: 3 clusters Score -2.178518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -21785170.000000 Penalty: 5991.437988
	Iteration 83Q: 3 clusters Score -2.178517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -21785182.000000 Penalty: 5991.437988
	Iteration 84Q: 3 clusters Score -2.178518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -21785174.000000 Penalty: 5991.437988
	Iteration 85Q: 3 clusters Score -2.178517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -21785188.000000 Penalty: 5991.437988
	Iteration 86Q: 3 clusters Score -2.178519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -21785198.000000 Penalty: 5991.437988
	Iteration 87Q: 3 clusters Score -2.17852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -21785196.000000 Penalty: 5991.437988
	Iteration 88Q: 3 clusters Score -2.17852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -21785188.000000 Penalty: 5991.437988
	Iteration 89Q: 3 clusters Score -2.178519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -21785190.000000 Penalty: 5991.437988
	Iteration 90Q: 3 clusters Score -2.178519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -21785182.000000 Penalty: 5991.437988
	Iteration 91Q: 3 clusters Score -2.178518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166999 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -21785186.000000 Penalty: 5991.437988
	Iteration 92Q: 3 clusters Score -2.178519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -21785186.000000 Penalty: 5991.437988
	Iteration 93Q: 3 clusters Score -2.178519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -21785202.000000 Penalty: 5991.437988
	Iteration 94Q: 3 clusters Score -2.17852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -21785192.000000 Penalty: 5991.437988
	Iteration 95Q: 3 clusters Score -2.178519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167009 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -21785206.000000 Penalty: 5991.437988
	Iteration 96Q: 3 clusters Score -2.178521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -21785202.000000 Penalty: 5991.437988
	Iteration 97Q: 3 clusters Score -2.17852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -21785210.000000 Penalty: 5991.437988
	Iteration 98Q: 3 clusters Score -2.178521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -21785210.000000 Penalty: 5991.437988
	Iteration 99F: 3 clusters Score -2.178521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 167011 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 24319 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 84729 members 
Mstep: Class 27 contains 17086 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 14657 members 
Mstep: Class 35 contains 2833 members 
Mstep: Class 36 contains 17502 members 
Mstep: Class 37 contains 14766 members 
Mstep: Class 38 contains 9213 members 
Entering Unmasked Estep 
Score: -134236416.000000 Penalty: 131207.875000
Splitting cluster 21 changes total score from -134073376.000000 to -134236416.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 128460 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 31610 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 225790 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 49063 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 21 contains 167011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134269632.000000 Penalty: 131207.875000
Iteration 39Q: 39 clusters Score -1.342696e+08 nChanged 41849
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 44381 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 11077 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 130990 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 32776 members 
Mstep: Class 10 contains 35974 members 
Mstep: Class 11 contains 11028 members 
Mstep: Class 12 contains 15593 members 
Mstep: Class 13 contains 227628 members 
Mstep: Class 14 contains 3026 members 
Mstep: Class 15 contains 32380 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 49807 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 7063 members 
Mstep: Class 21 contains 164561 members 
Mstep: Class 22 contains 20484 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 23515 members 
Mstep: Class 25 contains 37465 members 
Mstep: Class 26 contains 82256 members 
Mstep: Class 27 contains 17085 members 
Mstep: Class 28 contains 8754 members 
Mstep: Class 29 contains 9893 members 
Mstep: Class 30 contains 9105 members 
Mstep: Class 31 contains 17937 members 
Mstep: Class 32 contains 5788 members 
Mstep: Class 33 contains 15594 members 
Mstep: Class 34 contains 14277 members 
Mstep: Class 35 contains 2859 members 
Mstep: Class 36 contains 16741 members 
Mstep: Class 37 contains 14394 members 
Mstep: Class 38 contains 9009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134299248.000000 Penalty: 131207.875000
Iteration 40F: 39 clusters Score -1.342992e+08 nChanged 31392
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 43813 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 11122 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 130897 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 32998 members 
Mstep: Class 10 contains 35296 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 226664 members 
Mstep: Class 14 contains 3013 members 
Mstep: Class 15 contains 32339 members 
Mstep: Class 16 contains 7293 members 
Mstep: Class 17 contains 47816 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 7147 members 
Mstep: Class 21 contains 161156 members 
Mstep: Class 22 contains 20224 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 24271 members 
Mstep: Class 25 contains 37844 members 
Mstep: Class 26 contains 85872 members 
Mstep: Class 27 contains 17290 members 
Mstep: Class 28 contains 8750 members 
Mstep: Class 29 contains 10001 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 17874 members 
Mstep: Class 32 contains 5884 members 
Mstep: Class 33 contains 15608 members 
Mstep: Class 34 contains 14521 members 
Mstep: Class 35 contains 2994 members 
Mstep: Class 36 contains 16675 members 
Mstep: Class 37 contains 14914 members 
Mstep: Class 38 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134311616.000000 Penalty: 131207.875000
Iteration 41Q: 39 clusters Score -1.343116e+08 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 43423 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 11232 members 
Mstep: Class 5 contains 4453 members 
Mstep: Class 6 contains 131160 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 33103 members 
Mstep: Class 10 contains 34774 members 
Mstep: Class 11 contains 10871 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 226011 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 32464 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 46294 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 158265 members 
Mstep: Class 22 contains 19970 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 24581 members 
Mstep: Class 25 contains 38302 members 
Mstep: Class 26 contains 88315 members 
Mstep: Class 27 contains 17319 members 
Mstep: Class 28 contains 8729 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 9394 members 
Mstep: Class 31 contains 17819 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 15601 members 
Mstep: Class 34 contains 14729 members 
Mstep: Class 35 contains 3098 members 
Mstep: Class 36 contains 16497 members 
Mstep: Class 37 contains 15165 members 
Mstep: Class 38 contains 11596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134316320.000000 Penalty: 131207.875000
Iteration 42Q: 39 clusters Score -1.343163e+08 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 43046 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 131484 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 33167 members 
Mstep: Class 10 contains 34372 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 225468 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 32686 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 45086 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 155703 members 
Mstep: Class 22 contains 19782 members 
Mstep: Class 23 contains 4698 members 
Mstep: Class 24 contains 24877 members 
Mstep: Class 25 contains 38713 members 
Mstep: Class 26 contains 90077 members 
Mstep: Class 27 contains 17282 members 
Mstep: Class 28 contains 8702 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 17809 members 
Mstep: Class 32 contains 5983 members 
Mstep: Class 33 contains 15617 members 
Mstep: Class 34 contains 14943 members 
Mstep: Class 35 contains 3226 members 
Mstep: Class 36 contains 16346 members 
Mstep: Class 37 contains 15297 members 
Mstep: Class 38 contains 12736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134320928.000000 Penalty: 131207.875000
Iteration 43Q: 39 clusters Score -1.343209e+08 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 42703 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 131793 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 33229 members 
Mstep: Class 10 contains 34023 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 13927 members 
Mstep: Class 13 contains 225018 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 32998 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 44139 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 5349 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 153261 members 
Mstep: Class 22 contains 19647 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 25064 members 
Mstep: Class 25 contains 39081 members 
Mstep: Class 26 contains 91420 members 
Mstep: Class 27 contains 17184 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 10419 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 17833 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 15107 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 16190 members 
Mstep: Class 37 contains 15388 members 
Mstep: Class 38 contains 13873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134324064.000000 Penalty: 131207.875000
Iteration 44Q: 39 clusters Score -1.343241e+08 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 42383 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 132144 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 33357 members 
Mstep: Class 10 contains 33784 members 
Mstep: Class 11 contains 11137 members 
Mstep: Class 12 contains 13754 members 
Mstep: Class 13 contains 224633 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 33315 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 43274 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 5291 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 150877 members 
Mstep: Class 22 contains 19551 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 25238 members 
Mstep: Class 25 contains 39397 members 
Mstep: Class 26 contains 92496 members 
Mstep: Class 27 contains 17084 members 
Mstep: Class 28 contains 8650 members 
Mstep: Class 29 contains 10537 members 
Mstep: Class 30 contains 9578 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 15241 members 
Mstep: Class 35 contains 3522 members 
Mstep: Class 36 contains 16048 members 
Mstep: Class 37 contains 15452 members 
Mstep: Class 38 contains 14999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134326400.000000 Penalty: 131207.875000
Iteration 45Q: 39 clusters Score -1.343264e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 132501 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 33487 members 
Mstep: Class 10 contains 33596 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 224432 members 
Mstep: Class 14 contains 2990 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 7780 members 
Mstep: Class 17 contains 42512 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 148549 members 
Mstep: Class 22 contains 19473 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 25339 members 
Mstep: Class 25 contains 39698 members 
Mstep: Class 26 contains 93329 members 
Mstep: Class 27 contains 17006 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 10634 members 
Mstep: Class 30 contains 9634 members 
Mstep: Class 31 contains 17880 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 15631 members 
Mstep: Class 34 contains 15331 members 
Mstep: Class 35 contains 3641 members 
Mstep: Class 36 contains 15918 members 
Mstep: Class 37 contains 15513 members 
Mstep: Class 38 contains 16054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134328816.000000 Penalty: 131207.875000
Iteration 46Q: 39 clusters Score -1.343288e+08 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 41821 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 11421 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 132909 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 7649 members 
Mstep: Class 9 contains 33580 members 
Mstep: Class 10 contains 33455 members 
Mstep: Class 11 contains 11194 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 224355 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 34026 members 
Mstep: Class 16 contains 7837 members 
Mstep: Class 17 contains 41882 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 146222 members 
Mstep: Class 22 contains 19415 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 25391 members 
Mstep: Class 25 contains 40025 members 
Mstep: Class 26 contains 94002 members 
Mstep: Class 27 contains 16956 members 
Mstep: Class 28 contains 8603 members 
Mstep: Class 29 contains 10740 members 
Mstep: Class 30 contains 9681 members 
Mstep: Class 31 contains 17898 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 15401 members 
Mstep: Class 35 contains 3746 members 
Mstep: Class 36 contains 15812 members 
Mstep: Class 37 contains 15565 members 
Mstep: Class 38 contains 17017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134330224.000000 Penalty: 131207.875000
Iteration 47Q: 39 clusters Score -1.343302e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 41559 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 11448 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 133293 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 7855 members 
Mstep: Class 9 contains 33678 members 
Mstep: Class 10 contains 33325 members 
Mstep: Class 11 contains 11163 members 
Mstep: Class 12 contains 13540 members 
Mstep: Class 13 contains 224416 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 34470 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 41328 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 143820 members 
Mstep: Class 22 contains 19375 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 40363 members 
Mstep: Class 26 contains 94564 members 
Mstep: Class 27 contains 16891 members 
Mstep: Class 28 contains 8585 members 
Mstep: Class 29 contains 10842 members 
Mstep: Class 30 contains 9759 members 
Mstep: Class 31 contains 17919 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 15632 members 
Mstep: Class 34 contains 15443 members 
Mstep: Class 35 contains 3853 members 
Mstep: Class 36 contains 15688 members 
Mstep: Class 37 contains 15633 members 
Mstep: Class 38 contains 17883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134331904.000000 Penalty: 131207.875000
Iteration 48Q: 39 clusters Score -1.343319e+08 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 41313 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 11474 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 133691 members 
Mstep: Class 7 contains 3506 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 33752 members 
Mstep: Class 10 contains 33214 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 224608 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 34909 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 40873 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 141428 members 
Mstep: Class 22 contains 19337 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 25465 members 
Mstep: Class 25 contains 40633 members 
Mstep: Class 26 contains 95048 members 
Mstep: Class 27 contains 16806 members 
Mstep: Class 28 contains 8575 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 9838 members 
Mstep: Class 31 contains 17947 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 15489 members 
Mstep: Class 35 contains 3971 members 
Mstep: Class 36 contains 15584 members 
Mstep: Class 37 contains 15698 members 
Mstep: Class 38 contains 18679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134332688.000000 Penalty: 131207.875000
Iteration 49Q: 39 clusters Score -1.343327e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 41097 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 4876 members 
Mstep: Class 6 contains 134088 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 33804 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 11000 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 224931 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 35315 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 40416 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 139087 members 
Mstep: Class 22 contains 19329 members 
Mstep: Class 23 contains 6217 members 
Mstep: Class 24 contains 25451 members 
Mstep: Class 25 contains 40901 members 
Mstep: Class 26 contains 95429 members 
Mstep: Class 27 contains 16720 members 
Mstep: Class 28 contains 8577 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 9934 members 
Mstep: Class 31 contains 17982 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15530 members 
Mstep: Class 35 contains 4084 members 
Mstep: Class 36 contains 15494 members 
Mstep: Class 37 contains 15747 members 
Mstep: Class 38 contains 19432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134334032.000000 Penalty: 131207.875000
Iteration 50Q: 39 clusters Score -1.34334e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 40844 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 11513 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 134417 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 33851 members 
Mstep: Class 10 contains 33086 members 
Mstep: Class 11 contains 10878 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 225319 members 
Mstep: Class 14 contains 2977 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 40021 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 136790 members 
Mstep: Class 22 contains 19329 members 
Mstep: Class 23 contains 6389 members 
Mstep: Class 24 contains 25465 members 
Mstep: Class 25 contains 41164 members 
Mstep: Class 26 contains 95736 members 
Mstep: Class 27 contains 16658 members 
Mstep: Class 28 contains 8573 members 
Mstep: Class 29 contains 11112 members 
Mstep: Class 30 contains 10014 members 
Mstep: Class 31 contains 18037 members 
Mstep: Class 32 contains 6005 members 
Mstep: Class 33 contains 15645 members 
Mstep: Class 34 contains 15563 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 15426 members 
Mstep: Class 37 contains 15783 members 
Mstep: Class 38 contains 20151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134335744.000000 Penalty: 131207.875000
Iteration 51Q: 39 clusters Score -1.343357e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 40605 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 134722 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 33885 members 
Mstep: Class 10 contains 33079 members 
Mstep: Class 11 contains 10718 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 225776 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 36133 members 
Mstep: Class 16 contains 8169 members 
Mstep: Class 17 contains 39653 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 134483 members 
Mstep: Class 22 contains 19309 members 
Mstep: Class 23 contains 6593 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 41407 members 
Mstep: Class 26 contains 96004 members 
Mstep: Class 27 contains 16599 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 11177 members 
Mstep: Class 30 contains 10101 members 
Mstep: Class 31 contains 18126 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15602 members 
Mstep: Class 35 contains 4254 members 
Mstep: Class 36 contains 15369 members 
Mstep: Class 37 contains 15812 members 
Mstep: Class 38 contains 20846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134336640.000000 Penalty: 131207.875000
Iteration 52Q: 39 clusters Score -1.343366e+08 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 40408 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 6 contains 135015 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 33937 members 
Mstep: Class 10 contains 33048 members 
Mstep: Class 11 contains 10579 members 
Mstep: Class 12 contains 13483 members 
Mstep: Class 13 contains 226241 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 36587 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 39354 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 132168 members 
Mstep: Class 22 contains 19301 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 25 contains 41592 members 
Mstep: Class 26 contains 96230 members 
Mstep: Class 27 contains 16532 members 
Mstep: Class 28 contains 8570 members 
Mstep: Class 29 contains 11226 members 
Mstep: Class 30 contains 10196 members 
Mstep: Class 31 contains 18173 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 15633 members 
Mstep: Class 35 contains 4356 members 
Mstep: Class 36 contains 15317 members 
Mstep: Class 37 contains 15830 members 
Mstep: Class 38 contains 21544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134337920.000000 Penalty: 131207.875000
Iteration 53Q: 39 clusters Score -1.343379e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 40225 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 11589 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 6 contains 135319 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 33989 members 
Mstep: Class 10 contains 33034 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 226706 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 37030 members 
Mstep: Class 16 contains 8243 members 
Mstep: Class 17 contains 39086 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 129880 members 
Mstep: Class 22 contains 19304 members 
Mstep: Class 23 contains 6975 members 
Mstep: Class 24 contains 25484 members 
Mstep: Class 25 contains 41764 members 
Mstep: Class 26 contains 96426 members 
Mstep: Class 27 contains 16455 members 
Mstep: Class 28 contains 8578 members 
Mstep: Class 29 contains 11290 members 
Mstep: Class 30 contains 10274 members 
Mstep: Class 31 contains 18215 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15661 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 15276 members 
Mstep: Class 37 contains 15839 members 
Mstep: Class 38 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339280.000000 Penalty: 131207.875000
Iteration 54Q: 39 clusters Score -1.343393e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 40035 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 135593 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 8976 members 
Mstep: Class 9 contains 34042 members 
Mstep: Class 10 contains 33021 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 227296 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 37441 members 
Mstep: Class 16 contains 8274 members 
Mstep: Class 17 contains 38826 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 127617 members 
Mstep: Class 22 contains 19303 members 
Mstep: Class 23 contains 7212 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 41892 members 
Mstep: Class 26 contains 96617 members 
Mstep: Class 27 contains 16375 members 
Mstep: Class 28 contains 8586 members 
Mstep: Class 29 contains 11350 members 
Mstep: Class 30 contains 10368 members 
Mstep: Class 31 contains 18283 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 15684 members 
Mstep: Class 35 contains 4577 members 
Mstep: Class 36 contains 15223 members 
Mstep: Class 37 contains 15842 members 
Mstep: Class 38 contains 22917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340128.000000 Penalty: 131207.875000
Iteration 55Q: 39 clusters Score -1.343401e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 135877 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 9083 members 
Mstep: Class 9 contains 34072 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 13491 members 
Mstep: Class 13 contains 227936 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 37900 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 38581 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 125333 members 
Mstep: Class 22 contains 19306 members 
Mstep: Class 23 contains 7453 members 
Mstep: Class 24 contains 25488 members 
Mstep: Class 25 contains 41992 members 
Mstep: Class 26 contains 96773 members 
Mstep: Class 27 contains 16311 members 
Mstep: Class 28 contains 8588 members 
Mstep: Class 29 contains 11390 members 
Mstep: Class 30 contains 10474 members 
Mstep: Class 31 contains 18349 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 15695 members 
Mstep: Class 35 contains 4677 members 
Mstep: Class 36 contains 15177 members 
Mstep: Class 37 contains 15859 members 
Mstep: Class 38 contains 23577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134341536.000000 Penalty: 131207.875000
Iteration 56Q: 39 clusters Score -1.343415e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 39677 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 11644 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 136113 members 
Mstep: Class 7 contains 3479 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 34105 members 
Mstep: Class 10 contains 32994 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 228545 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 38344 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 38366 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 123099 members 
Mstep: Class 22 contains 19320 members 
Mstep: Class 23 contains 7667 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 42134 members 
Mstep: Class 26 contains 96909 members 
Mstep: Class 27 contains 16230 members 
Mstep: Class 28 contains 8592 members 
Mstep: Class 29 contains 11426 members 
Mstep: Class 30 contains 10587 members 
Mstep: Class 31 contains 18397 members 
Mstep: Class 32 contains 6006 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 15705 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 15124 members 
Mstep: Class 37 contains 15867 members 
Mstep: Class 38 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134342560.000000 Penalty: 131207.875000
Iteration 57Q: 39 clusters Score -1.343426e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 39520 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 11655 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 136344 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 9288 members 
Mstep: Class 9 contains 34122 members 
Mstep: Class 10 contains 32966 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 13535 members 
Mstep: Class 13 contains 229159 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 120917 members 
Mstep: Class 22 contains 19328 members 
Mstep: Class 23 contains 7896 members 
Mstep: Class 24 contains 25476 members 
Mstep: Class 25 contains 42240 members 
Mstep: Class 26 contains 97041 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 8603 members 
Mstep: Class 29 contains 11474 members 
Mstep: Class 30 contains 10689 members 
Mstep: Class 31 contains 18456 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 15710 members 
Mstep: Class 35 contains 4937 members 
Mstep: Class 36 contains 15062 members 
Mstep: Class 37 contains 15870 members 
Mstep: Class 38 contains 24814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134343232.000000 Penalty: 131207.875000
Iteration 58Q: 39 clusters Score -1.343432e+08 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 39370 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 4930 members 
Mstep: Class 6 contains 136565 members 
Mstep: Class 7 contains 3473 members 
Mstep: Class 8 contains 9386 members 
Mstep: Class 9 contains 34171 members 
Mstep: Class 10 contains 32964 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 13550 members 
Mstep: Class 13 contains 229787 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 39230 members 
Mstep: Class 16 contains 8502 members 
Mstep: Class 17 contains 37976 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 118742 members 
Mstep: Class 22 contains 19346 members 
Mstep: Class 23 contains 8103 members 
Mstep: Class 24 contains 25464 members 
Mstep: Class 25 contains 42374 members 
Mstep: Class 26 contains 97134 members 
Mstep: Class 27 contains 15962 members 
Mstep: Class 28 contains 8624 members 
Mstep: Class 29 contains 11515 members 
Mstep: Class 30 contains 10791 members 
Mstep: Class 31 contains 18505 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 15714 members 
Mstep: Class 35 contains 5095 members 
Mstep: Class 36 contains 15018 members 
Mstep: Class 37 contains 15883 members 
Mstep: Class 38 contains 25412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344224.000000 Penalty: 131207.875000
Iteration 59Q: 39 clusters Score -1.343442e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 39238 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 136756 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 34240 members 
Mstep: Class 10 contains 32962 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 13574 members 
Mstep: Class 13 contains 230495 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 39677 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 37775 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4784 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 116575 members 
Mstep: Class 22 contains 19358 members 
Mstep: Class 23 contains 8255 members 
Mstep: Class 24 contains 25452 members 
Mstep: Class 25 contains 42482 members 
Mstep: Class 26 contains 97208 members 
Mstep: Class 27 contains 15792 members 
Mstep: Class 28 contains 8633 members 
Mstep: Class 29 contains 11548 members 
Mstep: Class 30 contains 10882 members 
Mstep: Class 31 contains 18548 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15711 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 36 contains 14989 members 
Mstep: Class 37 contains 15876 members 
Mstep: Class 38 contains 25980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134346912.000000 Penalty: 131207.875000
Iteration 60F: 39 clusters Score -1.343469e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 39087 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 136946 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 9505 members 
Mstep: Class 9 contains 34148 members 
Mstep: Class 10 contains 32959 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 231102 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 40157 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 37616 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 4764 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 114386 members 
Mstep: Class 22 contains 19382 members 
Mstep: Class 23 contains 8396 members 
Mstep: Class 24 contains 25423 members 
Mstep: Class 25 contains 42591 members 
Mstep: Class 26 contains 97254 members 
Mstep: Class 27 contains 15579 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 11583 members 
Mstep: Class 30 contains 10964 members 
Mstep: Class 31 contains 18595 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 15708 members 
Mstep: Class 35 contains 5512 members 
Mstep: Class 36 contains 14975 members 
Mstep: Class 37 contains 15874 members 
Mstep: Class 38 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134349392.000000 Penalty: 131207.875000
Iteration 61Q: 39 clusters Score -1.343494e+08 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 38925 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 11684 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 137140 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 9597 members 
Mstep: Class 9 contains 34147 members 
Mstep: Class 10 contains 32959 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 231652 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 40631 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 37433 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 4740 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 112173 members 
Mstep: Class 22 contains 19409 members 
Mstep: Class 23 contains 8572 members 
Mstep: Class 24 contains 25361 members 
Mstep: Class 25 contains 42743 members 
Mstep: Class 26 contains 97266 members 
Mstep: Class 27 contains 15287 members 
Mstep: Class 28 contains 8679 members 
Mstep: Class 29 contains 11629 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 18634 members 
Mstep: Class 32 contains 6041 members 
Mstep: Class 33 contains 15640 members 
Mstep: Class 34 contains 15706 members 
Mstep: Class 35 contains 5825 members 
Mstep: Class 36 contains 14978 members 
Mstep: Class 37 contains 15873 members 
Mstep: Class 38 contains 27372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134351472.000000 Penalty: 131207.875000
Iteration 62Q: 39 clusters Score -1.343515e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 38767 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 137305 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 34190 members 
Mstep: Class 10 contains 32956 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 232155 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 41109 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 37276 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4719 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 110005 members 
Mstep: Class 22 contains 19437 members 
Mstep: Class 23 contains 8725 members 
Mstep: Class 24 contains 25256 members 
Mstep: Class 25 contains 42899 members 
Mstep: Class 26 contains 97282 members 
Mstep: Class 27 contains 15011 members 
Mstep: Class 28 contains 8713 members 
Mstep: Class 29 contains 11687 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 18689 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 15653 members 
Mstep: Class 34 contains 15678 members 
Mstep: Class 35 contains 6125 members 
Mstep: Class 36 contains 14972 members 
Mstep: Class 37 contains 15862 members 
Mstep: Class 38 contains 28077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134353872.000000 Penalty: 131207.875000
Iteration 63Q: 39 clusters Score -1.343539e+08 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 38593 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 137466 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 34239 members 
Mstep: Class 10 contains 32962 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 232730 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 41561 members 
Mstep: Class 16 contains 8948 members 
Mstep: Class 17 contains 37134 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 107831 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 8866 members 
Mstep: Class 24 contains 25175 members 
Mstep: Class 25 contains 43021 members 
Mstep: Class 26 contains 97288 members 
Mstep: Class 27 contains 14778 members 
Mstep: Class 28 contains 8750 members 
Mstep: Class 29 contains 11760 members 
Mstep: Class 30 contains 11184 members 
Mstep: Class 31 contains 18771 members 
Mstep: Class 32 contains 6063 members 
Mstep: Class 33 contains 15650 members 
Mstep: Class 34 contains 15648 members 
Mstep: Class 35 contains 6417 members 
Mstep: Class 36 contains 14966 members 
Mstep: Class 37 contains 15852 members 
Mstep: Class 38 contains 28739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134356480.000000 Penalty: 131207.875000
Iteration 64Q: 39 clusters Score -1.343565e+08 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 38435 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 137621 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 9893 members 
Mstep: Class 9 contains 34309 members 
Mstep: Class 10 contains 32972 members 
Mstep: Class 11 contains 8778 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 233275 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 42003 members 
Mstep: Class 16 contains 8993 members 
Mstep: Class 17 contains 36999 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 105758 members 
Mstep: Class 22 contains 19525 members 
Mstep: Class 23 contains 8986 members 
Mstep: Class 24 contains 25088 members 
Mstep: Class 25 contains 43152 members 
Mstep: Class 26 contains 97282 members 
Mstep: Class 27 contains 14656 members 
Mstep: Class 28 contains 8789 members 
Mstep: Class 29 contains 11820 members 
Mstep: Class 30 contains 11235 members 
Mstep: Class 31 contains 18856 members 
Mstep: Class 32 contains 6079 members 
Mstep: Class 33 contains 15652 members 
Mstep: Class 34 contains 15621 members 
Mstep: Class 35 contains 6594 members 
Mstep: Class 36 contains 14963 members 
Mstep: Class 37 contains 15843 members 
Mstep: Class 38 contains 29374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134357600.000000 Penalty: 131207.875000
Iteration 65Q: 39 clusters Score -1.343576e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 38274 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 11704 members 
Mstep: Class 5 contains 4984 members 
Mstep: Class 6 contains 137745 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 34372 members 
Mstep: Class 10 contains 32972 members 
Mstep: Class 11 contains 8662 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 233790 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 42452 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 36906 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4677 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 103758 members 
Mstep: Class 22 contains 19573 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 25041 members 
Mstep: Class 25 contains 43258 members 
Mstep: Class 26 contains 97276 members 
Mstep: Class 27 contains 14583 members 
Mstep: Class 28 contains 8831 members 
Mstep: Class 29 contains 11900 members 
Mstep: Class 30 contains 11284 members 
Mstep: Class 31 contains 18930 members 
Mstep: Class 32 contains 6087 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 15608 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 14967 members 
Mstep: Class 37 contains 15829 members 
Mstep: Class 38 contains 30007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134358720.000000 Penalty: 131207.875000
Iteration 66Q: 39 clusters Score -1.343587e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 38094 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 137890 members 
Mstep: Class 7 contains 3471 members 
Mstep: Class 8 contains 10066 members 
Mstep: Class 9 contains 34458 members 
Mstep: Class 10 contains 32990 members 
Mstep: Class 11 contains 8502 members 
Mstep: Class 12 contains 13721 members 
Mstep: Class 13 contains 234347 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 42886 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 36827 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 4668 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 101732 members 
Mstep: Class 22 contains 19622 members 
Mstep: Class 23 contains 9153 members 
Mstep: Class 24 contains 24992 members 
Mstep: Class 25 contains 43401 members 
Mstep: Class 26 contains 97254 members 
Mstep: Class 27 contains 14537 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 11989 members 
Mstep: Class 30 contains 11337 members 
Mstep: Class 31 contains 19002 members 
Mstep: Class 32 contains 6091 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15596 members 
Mstep: Class 35 contains 6730 members 
Mstep: Class 36 contains 14977 members 
Mstep: Class 37 contains 15804 members 
Mstep: Class 38 contains 30621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134359872.000000 Penalty: 131207.875000
Iteration 67Q: 39 clusters Score -1.343599e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 37905 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11742 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 138008 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 10138 members 
Mstep: Class 9 contains 34556 members 
Mstep: Class 10 contains 32984 members 
Mstep: Class 11 contains 8333 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 234898 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 43301 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 36742 members 
Mstep: Class 18 contains 2278 members 
Mstep: Class 19 contains 4661 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 99824 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 23 contains 9215 members 
Mstep: Class 24 contains 24980 members 
Mstep: Class 25 contains 43529 members 
Mstep: Class 26 contains 97223 members 
Mstep: Class 27 contains 14493 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 12067 members 
Mstep: Class 30 contains 11400 members 
Mstep: Class 31 contains 19088 members 
Mstep: Class 32 contains 6098 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 15590 members 
Mstep: Class 35 contains 6759 members 
Mstep: Class 36 contains 14987 members 
Mstep: Class 37 contains 15784 members 
Mstep: Class 38 contains 31198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134360608.000000 Penalty: 131207.875000
Iteration 68Q: 39 clusters Score -1.343606e+08 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 37751 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11759 members 
Mstep: Class 5 contains 5010 members 
Mstep: Class 6 contains 138076 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 10228 members 
Mstep: Class 9 contains 34657 members 
Mstep: Class 10 contains 32990 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 235473 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 43673 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 36656 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 98024 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 23 contains 9279 members 
Mstep: Class 24 contains 24971 members 
Mstep: Class 25 contains 43663 members 
Mstep: Class 26 contains 97195 members 
Mstep: Class 27 contains 14458 members 
Mstep: Class 28 contains 8936 members 
Mstep: Class 29 contains 12164 members 
Mstep: Class 30 contains 11450 members 
Mstep: Class 31 contains 19162 members 
Mstep: Class 32 contains 6109 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 15590 members 
Mstep: Class 35 contains 6778 members 
Mstep: Class 36 contains 14993 members 
Mstep: Class 37 contains 15768 members 
Mstep: Class 38 contains 31731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134361408.000000 Penalty: 131207.875000
Iteration 69Q: 39 clusters Score -1.343614e+08 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 37584 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 138181 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 34772 members 
Mstep: Class 10 contains 32998 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 13749 members 
Mstep: Class 13 contains 236010 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 44032 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 36576 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 96257 members 
Mstep: Class 22 contains 19768 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 24957 members 
Mstep: Class 25 contains 43799 members 
Mstep: Class 26 contains 97170 members 
Mstep: Class 27 contains 14440 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 12245 members 
Mstep: Class 30 contains 11496 members 
Mstep: Class 31 contains 19234 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 15594 members 
Mstep: Class 35 contains 6784 members 
Mstep: Class 36 contains 15004 members 
Mstep: Class 37 contains 15762 members 
Mstep: Class 38 contains 32240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134362032.000000 Penalty: 131207.875000
Iteration 70Q: 39 clusters Score -1.34362e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 37407 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 138262 members 
Mstep: Class 7 contains 3462 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 34898 members 
Mstep: Class 10 contains 33004 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 13759 members 
Mstep: Class 13 contains 236592 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 44349 members 
Mstep: Class 16 contains 9212 members 
Mstep: Class 17 contains 36451 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 94532 members 
Mstep: Class 22 contains 19808 members 
Mstep: Class 23 contains 9390 members 
Mstep: Class 24 contains 24943 members 
Mstep: Class 25 contains 43950 members 
Mstep: Class 26 contains 97172 members 
Mstep: Class 27 contains 14432 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 11531 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 6130 members 
Mstep: Class 33 contains 15648 members 
Mstep: Class 34 contains 15610 members 
Mstep: Class 35 contains 6793 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15748 members 
Mstep: Class 38 contains 32746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134362640.000000 Penalty: 131207.875000
Iteration 71Q: 39 clusters Score -1.343626e+08 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 37213 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 138308 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 10409 members 
Mstep: Class 9 contains 34992 members 
Mstep: Class 10 contains 33005 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 13 contains 237171 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 44652 members 
Mstep: Class 16 contains 9241 members 
Mstep: Class 17 contains 36328 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 4632 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 92905 members 
Mstep: Class 22 contains 19859 members 
Mstep: Class 23 contains 9446 members 
Mstep: Class 24 contains 24917 members 
Mstep: Class 25 contains 44108 members 
Mstep: Class 26 contains 97177 members 
Mstep: Class 27 contains 14436 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 12409 members 
Mstep: Class 30 contains 11557 members 
Mstep: Class 31 contains 19411 members 
Mstep: Class 32 contains 6145 members 
Mstep: Class 33 contains 15652 members 
Mstep: Class 34 contains 15624 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 15038 members 
Mstep: Class 37 contains 15734 members 
Mstep: Class 38 contains 33212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134363248.000000 Penalty: 131207.875000
Iteration 72Q: 39 clusters Score -1.343632e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36983 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 138322 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 35126 members 
Mstep: Class 10 contains 33028 members 
Mstep: Class 11 contains 7555 members 
Mstep: Class 12 contains 13802 members 
Mstep: Class 13 contains 237714 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 44940 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 36188 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 91363 members 
Mstep: Class 22 contains 19915 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 24907 members 
Mstep: Class 25 contains 44287 members 
Mstep: Class 26 contains 97159 members 
Mstep: Class 27 contains 14443 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 12493 members 
Mstep: Class 30 contains 11578 members 
Mstep: Class 31 contains 19516 members 
Mstep: Class 32 contains 6154 members 
Mstep: Class 33 contains 15644 members 
Mstep: Class 34 contains 15632 members 
Mstep: Class 35 contains 6807 members 
Mstep: Class 36 contains 15045 members 
Mstep: Class 37 contains 15715 members 
Mstep: Class 38 contains 33659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134363952.000000 Penalty: 131207.875000
Iteration 73Q: 39 clusters Score -1.34364e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 36758 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 138353 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 10455 members 
Mstep: Class 9 contains 35291 members 
Mstep: Class 10 contains 33035 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 238296 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 45225 members 
Mstep: Class 16 contains 9284 members 
Mstep: Class 17 contains 35995 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 4628 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 89829 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 24901 members 
Mstep: Class 25 contains 44404 members 
Mstep: Class 26 contains 97161 members 
Mstep: Class 27 contains 14448 members 
Mstep: Class 28 contains 8990 members 
Mstep: Class 29 contains 12572 members 
Mstep: Class 30 contains 11592 members 
Mstep: Class 31 contains 19621 members 
Mstep: Class 32 contains 6166 members 
Mstep: Class 33 contains 15647 members 
Mstep: Class 34 contains 15643 members 
Mstep: Class 35 contains 6808 members 
Mstep: Class 36 contains 15038 members 
Mstep: Class 37 contains 15703 members 
Mstep: Class 38 contains 34106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364448.000000 Penalty: 131207.875000
Iteration 74Q: 39 clusters Score -1.343644e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 36523 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11818 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 138382 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 35480 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 238822 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 45502 members 
Mstep: Class 16 contains 9308 members 
Mstep: Class 17 contains 35798 members 
Mstep: Class 18 contains 2218 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 88365 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 9596 members 
Mstep: Class 24 contains 24890 members 
Mstep: Class 25 contains 44530 members 
Mstep: Class 26 contains 97162 members 
Mstep: Class 27 contains 14440 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 12632 members 
Mstep: Class 30 contains 11617 members 
Mstep: Class 31 contains 19737 members 
Mstep: Class 32 contains 6178 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 15650 members 
Mstep: Class 35 contains 6812 members 
Mstep: Class 36 contains 15038 members 
Mstep: Class 37 contains 15688 members 
Mstep: Class 38 contains 34550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364560.000000 Penalty: 131207.875000
Iteration 75Q: 39 clusters Score -1.343646e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36297 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 138397 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10491 members 
Mstep: Class 9 contains 35667 members 
Mstep: Class 10 contains 33063 members 
Mstep: Class 11 contains 7297 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 239366 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 45771 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 17 contains 35584 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 86958 members 
Mstep: Class 22 contains 20097 members 
Mstep: Class 23 contains 9629 members 
Mstep: Class 24 contains 24882 members 
Mstep: Class 25 contains 44664 members 
Mstep: Class 26 contains 97171 members 
Mstep: Class 27 contains 14438 members 
Mstep: Class 28 contains 9011 members 
Mstep: Class 29 contains 12685 members 
Mstep: Class 30 contains 11639 members 
Mstep: Class 31 contains 19874 members 
Mstep: Class 32 contains 6189 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 15654 members 
Mstep: Class 35 contains 6813 members 
Mstep: Class 36 contains 15033 members 
Mstep: Class 37 contains 15665 members 
Mstep: Class 38 contains 34940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364528.000000 Penalty: 131207.875000
Iteration 76Q: 39 clusters Score -1.343645e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 36091 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11840 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 138401 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 35847 members 
Mstep: Class 10 contains 33068 members 
Mstep: Class 11 contains 7201 members 
Mstep: Class 12 contains 13894 members 
Mstep: Class 13 contains 239868 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 46050 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 35361 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 4623 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 85604 members 
Mstep: Class 22 contains 20170 members 
Mstep: Class 23 contains 9658 members 
Mstep: Class 24 contains 24877 members 
Mstep: Class 25 contains 44789 members 
Mstep: Class 26 contains 97187 members 
Mstep: Class 27 contains 14434 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 12733 members 
Mstep: Class 30 contains 11662 members 
Mstep: Class 31 contains 19981 members 
Mstep: Class 32 contains 6208 members 
Mstep: Class 33 contains 15627 members 
Mstep: Class 34 contains 15662 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15043 members 
Mstep: Class 37 contains 15647 members 
Mstep: Class 38 contains 35320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364000.000000 Penalty: 131207.875000
Iteration 77Q: 39 clusters Score -1.34364e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 35893 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11849 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 138396 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10509 members 
Mstep: Class 9 contains 36032 members 
Mstep: Class 10 contains 33077 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 240356 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 46307 members 
Mstep: Class 16 contains 9400 members 
Mstep: Class 17 contains 35131 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 84409 members 
Mstep: Class 22 contains 20235 members 
Mstep: Class 23 contains 9699 members 
Mstep: Class 24 contains 24860 members 
Mstep: Class 25 contains 44888 members 
Mstep: Class 26 contains 97175 members 
Mstep: Class 27 contains 14430 members 
Mstep: Class 28 contains 9042 members 
Mstep: Class 29 contains 12760 members 
Mstep: Class 30 contains 11684 members 
Mstep: Class 31 contains 20102 members 
Mstep: Class 32 contains 6223 members 
Mstep: Class 33 contains 15626 members 
Mstep: Class 34 contains 15668 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15030 members 
Mstep: Class 37 contains 15630 members 
Mstep: Class 38 contains 35645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364480.000000 Penalty: 131207.875000
Iteration 78Q: 39 clusters Score -1.343645e+08 nChanged 2856
Entering ConstructFrom: 
Score: -134364480.000000 Penalty: 131207.875000
Entering ConstructFrom: 
Trying to split cluster 1 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -937677.937500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -937677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -931460.750000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -931460.8 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -933348.625000 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -933348.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -933975.437500 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -933975.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -934626.312500 Penalty: 4445.917969
	Iteration 3F: 3 clusters Score -934626.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -935176.625000 Penalty: 4445.917969
	Iteration 4F: 3 clusters Score -935176.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -935659.562500 Penalty: 4445.917969
	Iteration 5F: 3 clusters Score -935659.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -936121.187500 Penalty: 4445.917969
	Iteration 6F: 3 clusters Score -936121.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -936582.562500 Penalty: 4445.917969
	Iteration 7F: 3 clusters Score -936582.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -937010.625000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -937010.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -937386.500000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -937386.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -937828.625000 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -937828.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -938402.250000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -938402.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -938986.937500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -938986.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -939542.312500 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -939542.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -940341.000000 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -940341 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -941244.625000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -941244.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -941544.687500 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -941544.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -941582.062500 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -941582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -941596.500000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -941596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -941599.250000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -941599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -941600.500000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -941600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -941601.937500 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -941601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -941602.312500 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -941602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -941602.312500 Penalty: 4445.917969
	Iteration 23F: 3 clusters Score -941602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11855 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Entering Unmasked Estep 
Score: -134367152.000000 Penalty: 134660.718750
Splitting cluster 1 changes total score from -134364480.000000 to -134367152.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 2 (35702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Entering Unmasked Estep 
Score: -4416468.500000 Penalty: 2599.774414
	Iteration 0F: 2 clusters Score -4416468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4392135.500000 Penalty: 5199.548828
	Iteration 0F: 3 clusters Score -4392136 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4401484.000000 Penalty: 5199.548828
	Iteration 1F: 3 clusters Score -4401484 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4402579.500000 Penalty: 5199.548828
	Iteration 2F: 3 clusters Score -4402580 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4403909.500000 Penalty: 5199.548828
	Iteration 3F: 3 clusters Score -4403910 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4405722.500000 Penalty: 5199.548828
	Iteration 4F: 3 clusters Score -4405722 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4407938.000000 Penalty: 5199.548828
	Iteration 5F: 3 clusters Score -4407938 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4410206.500000 Penalty: 5199.548828
	Iteration 6F: 3 clusters Score -4410206 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4411920.000000 Penalty: 5199.548828
	Iteration 7F: 3 clusters Score -4411920 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4413005.000000 Penalty: 5199.548828
	Iteration 8Q: 3 clusters Score -4413005 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4413586.000000 Penalty: 5199.548828
	Iteration 9Q: 3 clusters Score -4413586 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4413893.000000 Penalty: 5199.548828
	Iteration 10Q: 3 clusters Score -4413893 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4414038.000000 Penalty: 5199.548828
	Iteration 11Q: 3 clusters Score -4414038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4414109.500000 Penalty: 5199.548828
	Iteration 12Q: 3 clusters Score -4414110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4414160.500000 Penalty: 5199.548828
	Iteration 13Q: 3 clusters Score -4414160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4414194.000000 Penalty: 5199.548828
	Iteration 14Q: 3 clusters Score -4414194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4414214.000000 Penalty: 5199.548828
	Iteration 15Q: 3 clusters Score -4414214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4414238.000000 Penalty: 5199.548828
	Iteration 16Q: 3 clusters Score -4414238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4414244.000000 Penalty: 5199.548828
	Iteration 17Q: 3 clusters Score -4414244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4414249.000000 Penalty: 5199.548828
	Iteration 18Q: 3 clusters Score -4414249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4414257.500000 Penalty: 5199.548828
	Iteration 19Q: 3 clusters Score -4414258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4414264.500000 Penalty: 5199.548828
	Iteration 20F: 3 clusters Score -4414264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4414260.000000 Penalty: 5199.548828
	Iteration 21Q: 3 clusters Score -4414260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4414266.000000 Penalty: 5199.548828
	Iteration 22Q: 3 clusters Score -4414266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4414276.000000 Penalty: 5199.548828
	Iteration 23Q: 3 clusters Score -4414276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4414277.500000 Penalty: 5199.548828
	Iteration 24Q: 3 clusters Score -4414278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4414278.500000 Penalty: 5199.548828
	Iteration 25Q: 3 clusters Score -4414278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4414282.500000 Penalty: 5199.548828
	Iteration 26Q: 3 clusters Score -4414282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4414289.500000 Penalty: 5199.548828
	Iteration 27Q: 3 clusters Score -4414290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4414285.000000 Penalty: 5199.548828
	Iteration 28Q: 3 clusters Score -4414285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4414290.500000 Penalty: 5199.548828
	Iteration 29Q: 3 clusters Score -4414290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4414288.000000 Penalty: 5199.548828
	Iteration 30Q: 3 clusters Score -4414288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4414295.500000 Penalty: 5199.548828
	Iteration 31Q: 3 clusters Score -4414296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4414290.500000 Penalty: 5199.548828
	Iteration 32Q: 3 clusters Score -4414290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4414296.000000 Penalty: 5199.548828
	Iteration 33Q: 3 clusters Score -4414296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4414294.500000 Penalty: 5199.548828
	Iteration 34Q: 3 clusters Score -4414294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4414296.000000 Penalty: 5199.548828
	Iteration 35Q: 3 clusters Score -4414296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4414296.000000 Penalty: 5199.548828
	Iteration 36F: 3 clusters Score -4414296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -134662.968750 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -134663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133007.718750 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -133007.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -134992.312500 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -134992.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -136124.343750 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -136124.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -137622.250000 Penalty: 3695.527832
	Iteration 3F: 3 clusters Score -137622.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -139795.859375 Penalty: 3695.527832
	Iteration 4F: 3 clusters Score -139795.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -141095.796875 Penalty: 3695.527832
	Iteration 5F: 3 clusters Score -141095.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -141564.703125 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -141564.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -141833.593750 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -141833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -141925.203125 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -141925.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141992.640625 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -141992.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142073.203125 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -142073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -142140.750000 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -142140.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -142253.578125 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -142253.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142442.000000 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -142442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142627.953125 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -142628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142920.734375 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -142920.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143164.875000 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -143164.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143342.828125 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -143342.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -143453.968750 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -143454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -143557.515625 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -143557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143598.015625 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -143598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -143627.609375 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -143627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -143635.734375 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -143635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -143641.765625 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -143641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -143643.843750 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -143643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -143643.843750 Penalty: 3695.527832
	Iteration 25F: 3 clusters Score -143643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 11855 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Entering Unmasked Estep 
Score: -134374960.000000 Penalty: 138113.546875
Splitting cluster 3 changes total score from -134364480.000000 to -134374960.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 4 (11855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Entering Unmasked Estep 
Score: -1469283.375000 Penalty: 2326.365234
	Iteration 0F: 2 clusters Score -1469283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1460353.375000 Penalty: 4652.730469
	Iteration 0F: 3 clusters Score -1460353 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1463164.000000 Penalty: 4652.730469
	Iteration 1F: 3 clusters Score -1463164 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1463935.750000 Penalty: 4652.730469
	Iteration 2F: 3 clusters Score -1463936 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1465005.000000 Penalty: 4652.730469
	Iteration 3F: 3 clusters Score -1465005 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1466190.500000 Penalty: 4652.730469
	Iteration 4F: 3 clusters Score -1466190 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1467178.875000 Penalty: 4652.730469
	Iteration 5F: 3 clusters Score -1467179 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1468086.000000 Penalty: 4652.730469
	Iteration 6F: 3 clusters Score -1468086 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1468948.375000 Penalty: 4652.730469
	Iteration 7F: 3 clusters Score -1468948 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1469624.750000 Penalty: 4652.730469
	Iteration 8F: 3 clusters Score -1469625 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1470004.625000 Penalty: 4652.730469
	Iteration 9Q: 3 clusters Score -1470005 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1470162.125000 Penalty: 4652.730469
	Iteration 10Q: 3 clusters Score -1470162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1470242.625000 Penalty: 4652.730469
	Iteration 11Q: 3 clusters Score -1470243 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1470284.875000 Penalty: 4652.730469
	Iteration 12Q: 3 clusters Score -1470285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1470301.750000 Penalty: 4652.730469
	Iteration 13Q: 3 clusters Score -1470302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1470310.000000 Penalty: 4652.730469
	Iteration 14Q: 3 clusters Score -1470310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1470309.375000 Penalty: 4652.730469
	Iteration 15Q: 3 clusters Score -1470309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1470318.875000 Penalty: 4652.730469
	Iteration 16Q: 3 clusters Score -1470319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1470322.750000 Penalty: 4652.730469
	Iteration 17Q: 3 clusters Score -1470323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1470325.125000 Penalty: 4652.730469
	Iteration 18Q: 3 clusters Score -1470325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1470327.750000 Penalty: 4652.730469
	Iteration 19Q: 3 clusters Score -1470328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1470326.250000 Penalty: 4652.730469
	Iteration 20F: 3 clusters Score -1470326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1470326.375000 Penalty: 4652.730469
	Iteration 21Q: 3 clusters Score -1470326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1470328.625000 Penalty: 4652.730469
	Iteration 22Q: 3 clusters Score -1470329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1470330.375000 Penalty: 4652.730469
	Iteration 23Q: 3 clusters Score -1470330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1470331.000000 Penalty: 4652.730469
	Iteration 24Q: 3 clusters Score -1470331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1470332.625000 Penalty: 4652.730469
	Iteration 25Q: 3 clusters Score -1470333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1470334.250000 Penalty: 4652.730469
	Iteration 26Q: 3 clusters Score -1470334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1470333.750000 Penalty: 4652.730469
	Iteration 27Q: 3 clusters Score -1470334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1470335.250000 Penalty: 4652.730469
	Iteration 28Q: 3 clusters Score -1470335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1470337.875000 Penalty: 4652.730469
	Iteration 29Q: 3 clusters Score -1470338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1470342.375000 Penalty: 4652.730469
	Iteration 30Q: 3 clusters Score -1470342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1470344.375000 Penalty: 4652.730469
	Iteration 31Q: 3 clusters Score -1470344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1470347.875000 Penalty: 4652.730469
	Iteration 32Q: 3 clusters Score -1470348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1470351.000000 Penalty: 4652.730469
	Iteration 33Q: 3 clusters Score -1470351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1470356.375000 Penalty: 4652.730469
	Iteration 34Q: 3 clusters Score -1470356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1470355.375000 Penalty: 4652.730469
	Iteration 35Q: 3 clusters Score -1470355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1470356.875000 Penalty: 4652.730469
	Iteration 36Q: 3 clusters Score -1470357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1470357.125000 Penalty: 4652.730469
	Iteration 37Q: 3 clusters Score -1470357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1470353.375000 Penalty: 4652.730469
	Iteration 38Q: 3 clusters Score -1470353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1470353.875000 Penalty: 4652.730469
	Iteration 39Q: 3 clusters Score -1470354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1470353.875000 Penalty: 4652.730469
	Iteration 40F: 3 clusters Score -1470354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Entering Unmasked Estep 
Score: -134374992.000000 Penalty: 141566.390625
Splitting cluster 4 changes total score from -134364480.000000 to -134374992.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -612726.812500 Penalty: 2115.907471
	Iteration 0F: 2 clusters Score -612726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -608209.625000 Penalty: 4231.814941
	Iteration 0F: 3 clusters Score -608209.6 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -609485.437500 Penalty: 4231.814941
	Iteration 1F: 3 clusters Score -609485.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -610192.625000 Penalty: 4231.814941
	Iteration 2F: 3 clusters Score -610192.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -610975.562500 Penalty: 4231.814941
	Iteration 3F: 3 clusters Score -610975.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -611374.812500 Penalty: 4231.814941
	Iteration 4F: 3 clusters Score -611374.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -611634.250000 Penalty: 4231.814941
	Iteration 5F: 3 clusters Score -611634.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -611832.937500 Penalty: 4231.814941
	Iteration 6Q: 3 clusters Score -611832.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -611978.812500 Penalty: 4231.814941
	Iteration 7Q: 3 clusters Score -611978.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -612081.875000 Penalty: 4231.814941
	Iteration 8Q: 3 clusters Score -612081.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -612163.812500 Penalty: 4231.814941
	Iteration 9Q: 3 clusters Score -612163.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -612225.750000 Penalty: 4231.814941
	Iteration 10Q: 3 clusters Score -612225.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -612293.750000 Penalty: 4231.814941
	Iteration 11Q: 3 clusters Score -612293.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -612375.375000 Penalty: 4231.814941
	Iteration 12Q: 3 clusters Score -612375.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -612475.562500 Penalty: 4231.814941
	Iteration 13Q: 3 clusters Score -612475.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -612629.187500 Penalty: 4231.814941
	Iteration 14Q: 3 clusters Score -612629.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -612942.062500 Penalty: 4231.814941
	Iteration 15Q: 3 clusters Score -612942.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -613534.375000 Penalty: 4231.814941
	Iteration 16Q: 3 clusters Score -613534.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -614060.875000 Penalty: 4231.814941
	Iteration 17Q: 3 clusters Score -614060.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -614279.187500 Penalty: 4231.814941
	Iteration 18Q: 3 clusters Score -614279.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -614354.437500 Penalty: 4231.814941
	Iteration 19Q: 3 clusters Score -614354.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -614374.750000 Penalty: 4231.814941
	Iteration 20F: 3 clusters Score -614374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -614384.125000 Penalty: 4231.814941
	Iteration 21Q: 3 clusters Score -614384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -614384.312500 Penalty: 4231.814941
	Iteration 22Q: 3 clusters Score -614384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -614385.562500 Penalty: 4231.814941
	Iteration 23Q: 3 clusters Score -614385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -614386.562500 Penalty: 4231.814941
	Iteration 24Q: 3 clusters Score -614386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -614386.562500 Penalty: 4231.814941
	Iteration 25F: 3 clusters Score -614386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Entering Unmasked Estep 
Score: -134375376.000000 Penalty: 145019.234375
Splitting cluster 5 changes total score from -134364480.000000 to -134375376.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (138392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Entering Unmasked Estep 
Score: -17272360.000000 Penalty: 2935.785645
	Iteration 0F: 2 clusters Score -1.727236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -17180036.000000 Penalty: 5871.571289
	Iteration 0F: 3 clusters Score -1.718004e+07 nChanged 66076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -17218356.000000 Penalty: 5871.571289
	Iteration 1F: 3 clusters Score -1.721836e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -17219708.000000 Penalty: 5871.571289
	Iteration 2Q: 3 clusters Score -1.721971e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -17222008.000000 Penalty: 5871.571289
	Iteration 3Q: 3 clusters Score -1.722201e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -17226190.000000 Penalty: 5871.571289
	Iteration 4F: 3 clusters Score -1.722619e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -17233368.000000 Penalty: 5871.571289
	Iteration 5F: 3 clusters Score -1.723337e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -17243452.000000 Penalty: 5871.571289
	Iteration 6F: 3 clusters Score -1.724345e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 120410 members 
Entering Unmasked Estep 
Score: -17253982.000000 Penalty: 5871.571289
	Iteration 7F: 3 clusters Score -1.725398e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -17261632.000000 Penalty: 5871.571289
	Iteration 8F: 3 clusters Score -1.726163e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -17265908.000000 Penalty: 5871.571289
	Iteration 9Q: 3 clusters Score -1.726591e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 135762 members 
Entering Unmasked Estep 
Score: -17268106.000000 Penalty: 5871.571289
	Iteration 10Q: 3 clusters Score -1.726811e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 136836 members 
Entering Unmasked Estep 
Score: -17268992.000000 Penalty: 5871.571289
	Iteration 11Q: 3 clusters Score -1.726899e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -17269414.000000 Penalty: 5871.571289
	Iteration 12Q: 3 clusters Score -1.726941e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -17269608.000000 Penalty: 5871.571289
	Iteration 13Q: 3 clusters Score -1.726961e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -17269738.000000 Penalty: 5871.571289
	Iteration 14Q: 3 clusters Score -1.726974e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 137578 members 
Entering Unmasked Estep 
Score: -17269840.000000 Penalty: 5871.571289
	Iteration 15Q: 3 clusters Score -1.726984e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -17269862.000000 Penalty: 5871.571289
	Iteration 16Q: 3 clusters Score -1.726986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -17269894.000000 Penalty: 5871.571289
	Iteration 17Q: 3 clusters Score -1.726989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -17269920.000000 Penalty: 5871.571289
	Iteration 18Q: 3 clusters Score -1.726992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 137671 members 
Entering Unmasked Estep 
Score: -17269934.000000 Penalty: 5871.571289
	Iteration 19Q: 3 clusters Score -1.726993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -17269952.000000 Penalty: 5871.571289
	Iteration 20F: 3 clusters Score -1.726995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 137679 members 
Entering Unmasked Estep 
Score: -17269970.000000 Penalty: 5871.571289
	Iteration 21Q: 3 clusters Score -1.726997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 137690 members 
Entering Unmasked Estep 
Score: -17269996.000000 Penalty: 5871.571289
	Iteration 22Q: 3 clusters Score -1.727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137699 members 
Entering Unmasked Estep 
Score: -17270002.000000 Penalty: 5871.571289
	Iteration 23Q: 3 clusters Score -1.727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -17270014.000000 Penalty: 5871.571289
	Iteration 24Q: 3 clusters Score -1.727001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -17270018.000000 Penalty: 5871.571289
	Iteration 25Q: 3 clusters Score -1.727002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 137719 members 
Entering Unmasked Estep 
Score: -17270034.000000 Penalty: 5871.571289
	Iteration 26Q: 3 clusters Score -1.727003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -17270032.000000 Penalty: 5871.571289
	Iteration 27Q: 3 clusters Score -1.727003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -17270044.000000 Penalty: 5871.571289
	Iteration 28Q: 3 clusters Score -1.727004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 137734 members 
Entering Unmasked Estep 
Score: -17270044.000000 Penalty: 5871.571289
	Iteration 29Q: 3 clusters Score -1.727004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -17270038.000000 Penalty: 5871.571289
	Iteration 30Q: 3 clusters Score -1.727004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -17270056.000000 Penalty: 5871.571289
	Iteration 31Q: 3 clusters Score -1.727006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 137738 members 
Entering Unmasked Estep 
Score: -17270046.000000 Penalty: 5871.571289
	Iteration 32Q: 3 clusters Score -1.727005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -17270058.000000 Penalty: 5871.571289
	Iteration 33Q: 3 clusters Score -1.727006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -17270054.000000 Penalty: 5871.571289
	Iteration 34Q: 3 clusters Score -1.727005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -17270054.000000 Penalty: 5871.571289
	Iteration 35F: 3 clusters Score -1.727005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -410606.812500 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -410606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -407128.562500 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -407128.6 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -408032.062500 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -408032.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408554.031250 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -408554 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -409068.500000 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -409068.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -409573.656250 Penalty: 4041.772461
	Iteration 4F: 3 clusters Score -409573.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -410488.906250 Penalty: 4041.772461
	Iteration 5F: 3 clusters Score -410488.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -411261.125000 Penalty: 4041.772461
	Iteration 6F: 3 clusters Score -411261.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411661.750000 Penalty: 4041.772461
	Iteration 7F: 3 clusters Score -411661.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -411999.312500 Penalty: 4041.772461
	Iteration 8F: 3 clusters Score -411999.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -412213.250000 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -412213.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -412353.156250 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -412353.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -412472.875000 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -412472.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -412592.875000 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -412592.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -412682.718750 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -412682.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -412788.531250 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -412788.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -413008.000000 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -413008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -413235.906250 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -413235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -413288.812500 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -413288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -413299.093750 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -413299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -413301.531250 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -413301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -413301.531250 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -413301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Entering Unmasked Estep 
Score: -134376704.000000 Penalty: 148472.062500
Splitting cluster 7 changes total score from -134364480.000000 to -134376704.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (10523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Entering Unmasked Estep 
Score: -1200313.125000 Penalty: 2296.806885
	Iteration 0F: 2 clusters Score -1200313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1192440.750000 Penalty: 4593.613770
	Iteration 0F: 3 clusters Score -1192441 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1195016.125000 Penalty: 4593.613770
	Iteration 1F: 3 clusters Score -1195016 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1195681.125000 Penalty: 4593.613770
	Iteration 2F: 3 clusters Score -1195681 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1196484.875000 Penalty: 4593.613770
	Iteration 3F: 3 clusters Score -1196485 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1197424.750000 Penalty: 4593.613770
	Iteration 4F: 3 clusters Score -1197425 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1198263.750000 Penalty: 4593.613770
	Iteration 5F: 3 clusters Score -1198264 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1198948.500000 Penalty: 4593.613770
	Iteration 6F: 3 clusters Score -1198948 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1199446.625000 Penalty: 4593.613770
	Iteration 7F: 3 clusters Score -1199447 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1199768.250000 Penalty: 4593.613770
	Iteration 8Q: 3 clusters Score -1199768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1200003.500000 Penalty: 4593.613770
	Iteration 9Q: 3 clusters Score -1200004 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1200205.125000 Penalty: 4593.613770
	Iteration 10Q: 3 clusters Score -1200205 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1200438.250000 Penalty: 4593.613770
	Iteration 11Q: 3 clusters Score -1200438 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1200723.875000 Penalty: 4593.613770
	Iteration 12Q: 3 clusters Score -1200724 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1200996.625000 Penalty: 4593.613770
	Iteration 13Q: 3 clusters Score -1200997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1201225.250000 Penalty: 4593.613770
	Iteration 14Q: 3 clusters Score -1201225 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1201441.125000 Penalty: 4593.613770
	Iteration 15Q: 3 clusters Score -1201441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1201591.250000 Penalty: 4593.613770
	Iteration 16Q: 3 clusters Score -1201591 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1201732.375000 Penalty: 4593.613770
	Iteration 17Q: 3 clusters Score -1201732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1201868.000000 Penalty: 4593.613770
	Iteration 18Q: 3 clusters Score -1201868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1202058.625000 Penalty: 4593.613770
	Iteration 19Q: 3 clusters Score -1202059 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1202303.250000 Penalty: 4593.613770
	Iteration 20F: 3 clusters Score -1202303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1202383.500000 Penalty: 4593.613770
	Iteration 21Q: 3 clusters Score -1202384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1202409.875000 Penalty: 4593.613770
	Iteration 22Q: 3 clusters Score -1202410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1202427.000000 Penalty: 4593.613770
	Iteration 23Q: 3 clusters Score -1202427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1202434.750000 Penalty: 4593.613770
	Iteration 24Q: 3 clusters Score -1202435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1202440.750000 Penalty: 4593.613770
	Iteration 25Q: 3 clusters Score -1202441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1202442.500000 Penalty: 4593.613770
	Iteration 26Q: 3 clusters Score -1202442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1202446.375000 Penalty: 4593.613770
	Iteration 27Q: 3 clusters Score -1202446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1202449.000000 Penalty: 4593.613770
	Iteration 28Q: 3 clusters Score -1202449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1202448.125000 Penalty: 4593.613770
	Iteration 29Q: 3 clusters Score -1202448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1202448.125000 Penalty: 4593.613770
	Iteration 30F: 3 clusters Score -1202448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Entering Unmasked Estep 
Score: -134378128.000000 Penalty: 151924.906250
Splitting cluster 8 changes total score from -134364480.000000 to -134378128.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (36255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Entering Unmasked Estep 
Score: -4495649.000000 Penalty: 2603.586670
	Iteration 0F: 2 clusters Score -4495649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4471146.500000 Penalty: 5207.173340
	Iteration 0F: 3 clusters Score -4471146 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4480433.500000 Penalty: 5207.173340
	Iteration 1F: 3 clusters Score -4480434 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4481267.000000 Penalty: 5207.173340
	Iteration 2F: 3 clusters Score -4481267 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4482458.500000 Penalty: 5207.173340
	Iteration 3F: 3 clusters Score -4482458 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4483990.000000 Penalty: 5207.173340
	Iteration 4F: 3 clusters Score -4483990 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4485897.000000 Penalty: 5207.173340
	Iteration 5F: 3 clusters Score -4485897 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4487967.000000 Penalty: 5207.173340
	Iteration 6F: 3 clusters Score -4487967 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4489992.000000 Penalty: 5207.173340
	Iteration 7F: 3 clusters Score -4489992 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4491673.000000 Penalty: 5207.173340
	Iteration 8F: 3 clusters Score -4491673 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4492838.000000 Penalty: 5207.173340
	Iteration 9Q: 3 clusters Score -4492838 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4493454.500000 Penalty: 5207.173340
	Iteration 10Q: 3 clusters Score -4493454 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4493867.000000 Penalty: 5207.173340
	Iteration 11Q: 3 clusters Score -4493867 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4494081.000000 Penalty: 5207.173340
	Iteration 12Q: 3 clusters Score -4494081 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4494262.000000 Penalty: 5207.173340
	Iteration 13Q: 3 clusters Score -4494262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4494445.000000 Penalty: 5207.173340
	Iteration 14Q: 3 clusters Score -4494445 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4494631.000000 Penalty: 5207.173340
	Iteration 15Q: 3 clusters Score -4494631 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4494774.000000 Penalty: 5207.173340
	Iteration 16Q: 3 clusters Score -4494774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4494868.500000 Penalty: 5207.173340
	Iteration 17Q: 3 clusters Score -4494868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4494954.500000 Penalty: 5207.173340
	Iteration 18Q: 3 clusters Score -4494954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4494997.500000 Penalty: 5207.173340
	Iteration 19Q: 3 clusters Score -4494998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4495032.000000 Penalty: 5207.173340
	Iteration 20F: 3 clusters Score -4495032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4495047.500000 Penalty: 5207.173340
	Iteration 21Q: 3 clusters Score -4495048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4495052.500000 Penalty: 5207.173340
	Iteration 22Q: 3 clusters Score -4495052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4495066.500000 Penalty: 5207.173340
	Iteration 23Q: 3 clusters Score -4495066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4495067.000000 Penalty: 5207.173340
	Iteration 24Q: 3 clusters Score -4495067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4495080.000000 Penalty: 5207.173340
	Iteration 25Q: 3 clusters Score -4495080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4495092.000000 Penalty: 5207.173340
	Iteration 26Q: 3 clusters Score -4495092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4495101.000000 Penalty: 5207.173340
	Iteration 27Q: 3 clusters Score -4495101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4495096.500000 Penalty: 5207.173340
	Iteration 28Q: 3 clusters Score -4495096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4495106.000000 Penalty: 5207.173340
	Iteration 29Q: 3 clusters Score -4495106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4495111.000000 Penalty: 5207.173340
	Iteration 30Q: 3 clusters Score -4495111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4495118.500000 Penalty: 5207.173340
	Iteration 31Q: 3 clusters Score -4495118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4495118.500000 Penalty: 5207.173340
	Iteration 32Q: 3 clusters Score -4495118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4495121.500000 Penalty: 5207.173340
	Iteration 33Q: 3 clusters Score -4495122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4495114.500000 Penalty: 5207.173340
	Iteration 34Q: 3 clusters Score -4495114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4495115.500000 Penalty: 5207.173340
	Iteration 35Q: 3 clusters Score -4495116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4495124.000000 Penalty: 5207.173340
	Iteration 36Q: 3 clusters Score -4495124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4495126.000000 Penalty: 5207.173340
	Iteration 37Q: 3 clusters Score -4495126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4495134.500000 Penalty: 5207.173340
	Iteration 38Q: 3 clusters Score -4495134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4495142.000000 Penalty: 5207.173340
	Iteration 39Q: 3 clusters Score -4495142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4495133.500000 Penalty: 5207.173340
	Iteration 40F: 3 clusters Score -4495134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4495144.000000 Penalty: 5207.173340
	Iteration 41Q: 3 clusters Score -4495144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4495151.000000 Penalty: 5207.173340
	Iteration 42Q: 3 clusters Score -4495151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4495148.500000 Penalty: 5207.173340
	Iteration 43Q: 3 clusters Score -4495148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4495147.500000 Penalty: 5207.173340
	Iteration 44Q: 3 clusters Score -4495148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4495143.500000 Penalty: 5207.173340
	Iteration 45Q: 3 clusters Score -4495144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4495147.500000 Penalty: 5207.173340
	Iteration 46Q: 3 clusters Score -4495148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4495146.500000 Penalty: 5207.173340
	Iteration 47Q: 3 clusters Score -4495146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4495152.000000 Penalty: 5207.173340
	Iteration 48Q: 3 clusters Score -4495152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4495152.000000 Penalty: 5207.173340
	Iteration 49F: 3 clusters Score -4495152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Entering Unmasked Estep 
Score: -4152172.750000 Penalty: 2580.872803
	Iteration 0F: 2 clusters Score -4152173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -4129513.500000 Penalty: 5161.745605
	Iteration 0F: 3 clusters Score -4129514 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4138143.750000 Penalty: 5161.745605
	Iteration 1F: 3 clusters Score -4138144 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4138969.000000 Penalty: 5161.745605
	Iteration 2F: 3 clusters Score -4138969 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4139739.250000 Penalty: 5161.745605
	Iteration 3F: 3 clusters Score -4139739 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4140432.500000 Penalty: 5161.745605
	Iteration 4Q: 3 clusters Score -4140432 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4141032.500000 Penalty: 5161.745605
	Iteration 5Q: 3 clusters Score -4141032 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -4141636.000000 Penalty: 5161.745605
	Iteration 6Q: 3 clusters Score -4141636 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4142251.500000 Penalty: 5161.745605
	Iteration 7Q: 3 clusters Score -4142252 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4142902.250000 Penalty: 5161.745605
	Iteration 8Q: 3 clusters Score -4142902 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4143654.500000 Penalty: 5161.745605
	Iteration 9Q: 3 clusters Score -4143654 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4144455.500000 Penalty: 5161.745605
	Iteration 10Q: 3 clusters Score -4144456 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4145367.000000 Penalty: 5161.745605
	Iteration 11Q: 3 clusters Score -4145367 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4146226.250000 Penalty: 5161.745605
	Iteration 12Q: 3 clusters Score -4146226 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4147047.750000 Penalty: 5161.745605
	Iteration 13Q: 3 clusters Score -4147048 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4147814.750000 Penalty: 5161.745605
	Iteration 14Q: 3 clusters Score -4147815 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4148476.250000 Penalty: 5161.745605
	Iteration 15Q: 3 clusters Score -4148476 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4149073.500000 Penalty: 5161.745605
	Iteration 16Q: 3 clusters Score -4149074 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4149573.000000 Penalty: 5161.745605
	Iteration 17Q: 3 clusters Score -4149573 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4149927.250000 Penalty: 5161.745605
	Iteration 18Q: 3 clusters Score -4149927 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4150226.250000 Penalty: 5161.745605
	Iteration 19Q: 3 clusters Score -4150226 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4150479.250000 Penalty: 5161.745605
	Iteration 20F: 3 clusters Score -4150479 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4150643.750000 Penalty: 5161.745605
	Iteration 21Q: 3 clusters Score -4150644 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4150785.750000 Penalty: 5161.745605
	Iteration 22Q: 3 clusters Score -4150786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4150930.750000 Penalty: 5161.745605
	Iteration 23Q: 3 clusters Score -4150931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4151032.750000 Penalty: 5161.745605
	Iteration 24Q: 3 clusters Score -4151033 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4151151.750000 Penalty: 5161.745605
	Iteration 25Q: 3 clusters Score -4151152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4151323.750000 Penalty: 5161.745605
	Iteration 26Q: 3 clusters Score -4151324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4151406.250000 Penalty: 5161.745605
	Iteration 27Q: 3 clusters Score -4151406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4151454.000000 Penalty: 5161.745605
	Iteration 28Q: 3 clusters Score -4151454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4151467.750000 Penalty: 5161.745605
	Iteration 29Q: 3 clusters Score -4151468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4151474.500000 Penalty: 5161.745605
	Iteration 30Q: 3 clusters Score -4151474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4151478.250000 Penalty: 5161.745605
	Iteration 31Q: 3 clusters Score -4151478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4151476.250000 Penalty: 5161.745605
	Iteration 32Q: 3 clusters Score -4151476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4151475.000000 Penalty: 5161.745605
	Iteration 33Q: 3 clusters Score -4151475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4151481.000000 Penalty: 5161.745605
	Iteration 34Q: 3 clusters Score -4151481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4151483.250000 Penalty: 5161.745605
	Iteration 35Q: 3 clusters Score -4151483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4151485.250000 Penalty: 5161.745605
	Iteration 36Q: 3 clusters Score -4151485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4151486.500000 Penalty: 5161.745605
	Iteration 37Q: 3 clusters Score -4151486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4151483.750000 Penalty: 5161.745605
	Iteration 38Q: 3 clusters Score -4151484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4151483.750000 Penalty: 5161.745605
	Iteration 39F: 3 clusters Score -4151484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Entering Unmasked Estep 
Score: -844793.375000 Penalty: 2198.702393
	Iteration 0F: 2 clusters Score -844793.4 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 3495 members 
Entering Unmasked Estep 
Score: -839023.750000 Penalty: 4397.404785
	Iteration 0F: 3 clusters Score -839023.8 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -840637.437500 Penalty: 4397.404785
	Iteration 1F: 3 clusters Score -840637.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -841075.187500 Penalty: 4397.404785
	Iteration 2F: 3 clusters Score -841075.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -841501.937500 Penalty: 4397.404785
	Iteration 3F: 3 clusters Score -841501.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -842081.187500 Penalty: 4397.404785
	Iteration 4F: 3 clusters Score -842081.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -842739.250000 Penalty: 4397.404785
	Iteration 5F: 3 clusters Score -842739.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -843388.750000 Penalty: 4397.404785
	Iteration 6F: 3 clusters Score -843388.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -843921.500000 Penalty: 4397.404785
	Iteration 7F: 3 clusters Score -843921.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -844365.062500 Penalty: 4397.404785
	Iteration 8Q: 3 clusters Score -844365.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -844723.562500 Penalty: 4397.404785
	Iteration 9Q: 3 clusters Score -844723.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -845111.937500 Penalty: 4397.404785
	Iteration 10Q: 3 clusters Score -845111.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -845469.562500 Penalty: 4397.404785
	Iteration 11Q: 3 clusters Score -845469.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -845750.312500 Penalty: 4397.404785
	Iteration 12Q: 3 clusters Score -845750.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -845931.312500 Penalty: 4397.404785
	Iteration 13Q: 3 clusters Score -845931.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -846001.500000 Penalty: 4397.404785
	Iteration 14Q: 3 clusters Score -846001.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -846047.687500 Penalty: 4397.404785
	Iteration 15Q: 3 clusters Score -846047.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -846083.937500 Penalty: 4397.404785
	Iteration 16Q: 3 clusters Score -846083.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -846117.250000 Penalty: 4397.404785
	Iteration 17Q: 3 clusters Score -846117.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -846150.062500 Penalty: 4397.404785
	Iteration 18Q: 3 clusters Score -846150.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -846167.062500 Penalty: 4397.404785
	Iteration 19Q: 3 clusters Score -846167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -846205.750000 Penalty: 4397.404785
	Iteration 20F: 3 clusters Score -846205.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -846264.812500 Penalty: 4397.404785
	Iteration 21Q: 3 clusters Score -846264.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -846321.875000 Penalty: 4397.404785
	Iteration 22Q: 3 clusters Score -846321.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -846355.250000 Penalty: 4397.404785
	Iteration 23Q: 3 clusters Score -846355.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -846383.250000 Penalty: 4397.404785
	Iteration 24Q: 3 clusters Score -846383.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -846418.187500 Penalty: 4397.404785
	Iteration 25Q: 3 clusters Score -846418.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -846454.625000 Penalty: 4397.404785
	Iteration 26Q: 3 clusters Score -846454.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -846489.312500 Penalty: 4397.404785
	Iteration 27Q: 3 clusters Score -846489.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -846523.187500 Penalty: 4397.404785
	Iteration 28Q: 3 clusters Score -846523.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -846541.562500 Penalty: 4397.404785
	Iteration 29Q: 3 clusters Score -846541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -846547.562500 Penalty: 4397.404785
	Iteration 30Q: 3 clusters Score -846547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -846548.250000 Penalty: 4397.404785
	Iteration 31Q: 3 clusters Score -846548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -846551.375000 Penalty: 4397.404785
	Iteration 32Q: 3 clusters Score -846551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -846554.562500 Penalty: 4397.404785
	Iteration 33Q: 3 clusters Score -846554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -846555.500000 Penalty: 4397.404785
	Iteration 34Q: 3 clusters Score -846555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -846558.250000 Penalty: 4397.404785
	Iteration 35Q: 3 clusters Score -846558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -846558.875000 Penalty: 4397.404785
	Iteration 36Q: 3 clusters Score -846558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -846558.687500 Penalty: 4397.404785
	Iteration 37Q: 3 clusters Score -846558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -846558.687500 Penalty: 4397.404785
	Iteration 38F: 3 clusters Score -846558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Entering Unmasked Estep 
Score: -134378448.000000 Penalty: 155377.750000
Splitting cluster 11 changes total score from -134364480.000000 to -134378448.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1705234.750000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1705235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1695133.375000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1695133 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1698308.500000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1698308 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1698702.125000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1698702 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1699083.000000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1699083 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1699539.500000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1699540 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1700272.625000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1700273 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1701262.500000 Penalty: 4733.586914
	Iteration 6F: 3 clusters Score -1701262 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1702337.500000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1702338 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1703316.875000 Penalty: 4733.586914
	Iteration 8F: 3 clusters Score -1703317 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1704113.500000 Penalty: 4733.586914
	Iteration 9F: 3 clusters Score -1704114 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1704724.750000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1704725 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1705316.125000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1705316 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1705757.500000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1705758 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1705956.375000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1705956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1706022.125000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1706022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1706051.875000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1706052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1706066.750000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1706067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1706078.625000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1706079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1706087.000000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1706087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1706093.250000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1706093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1706093.625000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1706094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1706097.875000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1706098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1706101.250000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1706101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1706101.875000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1706102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1706098.750000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1706099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1706098.000000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1706098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1706098.500000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1706098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1706100.000000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1706100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1706101.375000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1706101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1706099.625000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1706100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1706099.625000 Penalty: 4733.586914
	Iteration 30F: 3 clusters Score -1706100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Entering Unmasked Estep 
Score: -134378160.000000 Penalty: 158830.578125
Splitting cluster 12 changes total score from -134364480.000000 to -134378160.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 13 (240753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240753 members 
Entering Unmasked Estep 
Score: -30195990.000000 Penalty: 3073.098633
	Iteration 0F: 2 clusters Score -3.019599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 120478 members 
Entering Unmasked Estep 
Score: -30053160.000000 Penalty: 6146.197266
	Iteration 0F: 3 clusters Score -3.005316e+07 nChanged 116118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -30121358.000000 Penalty: 6146.197266
	Iteration 1F: 3 clusters Score -3.012136e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -30122952.000000 Penalty: 6146.197266
	Iteration 2Q: 3 clusters Score -3.012295e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -30125194.000000 Penalty: 6146.197266
	Iteration 3Q: 3 clusters Score -3.012519e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -30128194.000000 Penalty: 6146.197266
	Iteration 4Q: 3 clusters Score -3.012819e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -30132740.000000 Penalty: 6146.197266
	Iteration 5Q: 3 clusters Score -3.013274e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -30139110.000000 Penalty: 6146.197266
	Iteration 6F: 3 clusters Score -3.013911e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -30147412.000000 Penalty: 6146.197266
	Iteration 7F: 3 clusters Score -3.014741e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -30156402.000000 Penalty: 6146.197266
	Iteration 8F: 3 clusters Score -3.01564e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -30164090.000000 Penalty: 6146.197266
	Iteration 9F: 3 clusters Score -3.016409e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 197764 members 
Entering Unmasked Estep 
Score: -30170592.000000 Penalty: 6146.197266
	Iteration 10F: 3 clusters Score -3.017059e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 206705 members 
Entering Unmasked Estep 
Score: -30175998.000000 Penalty: 6146.197266
	Iteration 11Q: 3 clusters Score -3.0176e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 213669 members 
Entering Unmasked Estep 
Score: -30180788.000000 Penalty: 6146.197266
	Iteration 12Q: 3 clusters Score -3.018079e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 218771 members 
Entering Unmasked Estep 
Score: -30183690.000000 Penalty: 6146.197266
	Iteration 13Q: 3 clusters Score -3.018369e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 222415 members 
Entering Unmasked Estep 
Score: -30185690.000000 Penalty: 6146.197266
	Iteration 14Q: 3 clusters Score -3.018569e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 225206 members 
Entering Unmasked Estep 
Score: -30187082.000000 Penalty: 6146.197266
	Iteration 15Q: 3 clusters Score -3.018708e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 227409 members 
Entering Unmasked Estep 
Score: -30188050.000000 Penalty: 6146.197266
	Iteration 16Q: 3 clusters Score -3.018805e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 229239 members 
Entering Unmasked Estep 
Score: -30189026.000000 Penalty: 6146.197266
	Iteration 17Q: 3 clusters Score -3.018903e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 230775 members 
Entering Unmasked Estep 
Score: -30189938.000000 Penalty: 6146.197266
	Iteration 18Q: 3 clusters Score -3.018994e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 232066 members 
Entering Unmasked Estep 
Score: -30190638.000000 Penalty: 6146.197266
	Iteration 19Q: 3 clusters Score -3.019064e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 233149 members 
Entering Unmasked Estep 
Score: -30191244.000000 Penalty: 6146.197266
	Iteration 20F: 3 clusters Score -3.019124e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 234043 members 
Entering Unmasked Estep 
Score: -30191812.000000 Penalty: 6146.197266
	Iteration 21Q: 3 clusters Score -3.019181e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 234744 members 
Entering Unmasked Estep 
Score: -30192224.000000 Penalty: 6146.197266
	Iteration 22Q: 3 clusters Score -3.019222e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 235303 members 
Entering Unmasked Estep 
Score: -30192590.000000 Penalty: 6146.197266
	Iteration 23Q: 3 clusters Score -3.019259e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 235793 members 
Entering Unmasked Estep 
Score: -30192822.000000 Penalty: 6146.197266
	Iteration 24Q: 3 clusters Score -3.019282e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 236211 members 
Entering Unmasked Estep 
Score: -30192960.000000 Penalty: 6146.197266
	Iteration 25Q: 3 clusters Score -3.019296e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 236559 members 
Entering Unmasked Estep 
Score: -30193052.000000 Penalty: 6146.197266
	Iteration 26Q: 3 clusters Score -3.019305e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 236831 members 
Entering Unmasked Estep 
Score: -30193210.000000 Penalty: 6146.197266
	Iteration 27Q: 3 clusters Score -3.019321e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 237050 members 
Entering Unmasked Estep 
Score: -30193354.000000 Penalty: 6146.197266
	Iteration 28Q: 3 clusters Score -3.019335e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 237240 members 
Entering Unmasked Estep 
Score: -30193498.000000 Penalty: 6146.197266
	Iteration 29Q: 3 clusters Score -3.01935e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 237394 members 
Entering Unmasked Estep 
Score: -30193536.000000 Penalty: 6146.197266
	Iteration 30Q: 3 clusters Score -3.019354e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -30193594.000000 Penalty: 6146.197266
	Iteration 31Q: 3 clusters Score -3.019359e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 237648 members 
Entering Unmasked Estep 
Score: -30193574.000000 Penalty: 6146.197266
	Iteration 32Q: 3 clusters Score -3.019357e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 237758 members 
Entering Unmasked Estep 
Score: -30193578.000000 Penalty: 6146.197266
	Iteration 33Q: 3 clusters Score -3.019358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 237851 members 
Entering Unmasked Estep 
Score: -30193600.000000 Penalty: 6146.197266
	Iteration 34Q: 3 clusters Score -3.01936e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 237923 members 
Entering Unmasked Estep 
Score: -30193584.000000 Penalty: 6146.197266
	Iteration 35Q: 3 clusters Score -3.019358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 237972 members 
Entering Unmasked Estep 
Score: -30193602.000000 Penalty: 6146.197266
	Iteration 36Q: 3 clusters Score -3.01936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 238028 members 
Entering Unmasked Estep 
Score: -30193624.000000 Penalty: 6146.197266
	Iteration 37Q: 3 clusters Score -3.019362e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 238086 members 
Entering Unmasked Estep 
Score: -30193668.000000 Penalty: 6146.197266
	Iteration 38Q: 3 clusters Score -3.019367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 238131 members 
Entering Unmasked Estep 
Score: -30193654.000000 Penalty: 6146.197266
	Iteration 39Q: 3 clusters Score -3.019365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 238169 members 
Entering Unmasked Estep 
Score: -30193706.000000 Penalty: 6146.197266
	Iteration 40F: 3 clusters Score -3.019371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 238200 members 
Entering Unmasked Estep 
Score: -30193704.000000 Penalty: 6146.197266
	Iteration 41Q: 3 clusters Score -3.01937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 238232 members 
Entering Unmasked Estep 
Score: -30193686.000000 Penalty: 6146.197266
	Iteration 42Q: 3 clusters Score -3.019369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 238274 members 
Entering Unmasked Estep 
Score: -30193726.000000 Penalty: 6146.197266
	Iteration 43Q: 3 clusters Score -3.019373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 238316 members 
Entering Unmasked Estep 
Score: -30193768.000000 Penalty: 6146.197266
	Iteration 44Q: 3 clusters Score -3.019377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 238354 members 
Entering Unmasked Estep 
Score: -30193770.000000 Penalty: 6146.197266
	Iteration 45Q: 3 clusters Score -3.019377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 238391 members 
Entering Unmasked Estep 
Score: -30193786.000000 Penalty: 6146.197266
	Iteration 46Q: 3 clusters Score -3.019379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 238435 members 
Entering Unmasked Estep 
Score: -30193796.000000 Penalty: 6146.197266
	Iteration 47Q: 3 clusters Score -3.01938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 238476 members 
Entering Unmasked Estep 
Score: -30193798.000000 Penalty: 6146.197266
	Iteration 48Q: 3 clusters Score -3.01938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 238511 members 
Entering Unmasked Estep 
Score: -30193810.000000 Penalty: 6146.197266
	Iteration 49Q: 3 clusters Score -3.019381e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 238545 members 
Entering Unmasked Estep 
Score: -30193808.000000 Penalty: 6146.197266
	Iteration 50Q: 3 clusters Score -3.019381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 238573 members 
Entering Unmasked Estep 
Score: -30193824.000000 Penalty: 6146.197266
	Iteration 51Q: 3 clusters Score -3.019382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 238586 members 
Entering Unmasked Estep 
Score: -30193838.000000 Penalty: 6146.197266
	Iteration 52Q: 3 clusters Score -3.019384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 238604 members 
Entering Unmasked Estep 
Score: -30193830.000000 Penalty: 6146.197266
	Iteration 53Q: 3 clusters Score -3.019383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 238619 members 
Entering Unmasked Estep 
Score: -30193830.000000 Penalty: 6146.197266
	Iteration 54Q: 3 clusters Score -3.019383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 238632 members 
Entering Unmasked Estep 
Score: -30193842.000000 Penalty: 6146.197266
	Iteration 55Q: 3 clusters Score -3.019384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 238645 members 
Entering Unmasked Estep 
Score: -30193874.000000 Penalty: 6146.197266
	Iteration 56Q: 3 clusters Score -3.019387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 238657 members 
Entering Unmasked Estep 
Score: -30193870.000000 Penalty: 6146.197266
	Iteration 57Q: 3 clusters Score -3.019387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 238669 members 
Entering Unmasked Estep 
Score: -30193882.000000 Penalty: 6146.197266
	Iteration 58Q: 3 clusters Score -3.019388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 238677 members 
Entering Unmasked Estep 
Score: -30193902.000000 Penalty: 6146.197266
	Iteration 59Q: 3 clusters Score -3.01939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 238687 members 
Entering Unmasked Estep 
Score: -30193902.000000 Penalty: 6146.197266
	Iteration 60F: 3 clusters Score -3.01939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 238690 members 
Entering Unmasked Estep 
Score: -30193902.000000 Penalty: 6146.197266
	Iteration 61Q: 3 clusters Score -3.01939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 238693 members 
Entering Unmasked Estep 
Score: -30193900.000000 Penalty: 6146.197266
	Iteration 62Q: 3 clusters Score -3.01939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 238694 members 
Entering Unmasked Estep 
Score: -30193906.000000 Penalty: 6146.197266
	Iteration 63Q: 3 clusters Score -3.019391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 238700 members 
Entering Unmasked Estep 
Score: -30193922.000000 Penalty: 6146.197266
	Iteration 64Q: 3 clusters Score -3.019392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 238702 members 
Entering Unmasked Estep 
Score: -30193912.000000 Penalty: 6146.197266
	Iteration 65Q: 3 clusters Score -3.019391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 238704 members 
Entering Unmasked Estep 
Score: -30193918.000000 Penalty: 6146.197266
	Iteration 66Q: 3 clusters Score -3.019392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 238710 members 
Entering Unmasked Estep 
Score: -30193918.000000 Penalty: 6146.197266
	Iteration 67Q: 3 clusters Score -3.019392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 238720 members 
Entering Unmasked Estep 
Score: -30193896.000000 Penalty: 6146.197266
	Iteration 68Q: 3 clusters Score -3.01939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 238726 members 
Entering Unmasked Estep 
Score: -30193912.000000 Penalty: 6146.197266
	Iteration 69Q: 3 clusters Score -3.019391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 238736 members 
Entering Unmasked Estep 
Score: -30193926.000000 Penalty: 6146.197266
	Iteration 70Q: 3 clusters Score -3.019393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 238744 members 
Entering Unmasked Estep 
Score: -30193952.000000 Penalty: 6146.197266
	Iteration 71Q: 3 clusters Score -3.019395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 238751 members 
Entering Unmasked Estep 
Score: -30193940.000000 Penalty: 6146.197266
	Iteration 72Q: 3 clusters Score -3.019394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 238758 members 
Entering Unmasked Estep 
Score: -30193932.000000 Penalty: 6146.197266
	Iteration 73Q: 3 clusters Score -3.019393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 238760 members 
Entering Unmasked Estep 
Score: -30193922.000000 Penalty: 6146.197266
	Iteration 74Q: 3 clusters Score -3.019392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 238764 members 
Entering Unmasked Estep 
Score: -30193914.000000 Penalty: 6146.197266
	Iteration 75Q: 3 clusters Score -3.019391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 238767 members 
Entering Unmasked Estep 
Score: -30193908.000000 Penalty: 6146.197266
	Iteration 76Q: 3 clusters Score -3.019391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 238766 members 
Entering Unmasked Estep 
Score: -30193920.000000 Penalty: 6146.197266
	Iteration 77Q: 3 clusters Score -3.019392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 238765 members 
Entering Unmasked Estep 
Score: -30193924.000000 Penalty: 6146.197266
	Iteration 78Q: 3 clusters Score -3.019392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 238766 members 
Entering Unmasked Estep 
Score: -30193920.000000 Penalty: 6146.197266
	Iteration 79Q: 3 clusters Score -3.019392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 238768 members 
Entering Unmasked Estep 
Score: -30193926.000000 Penalty: 6146.197266
	Iteration 80F: 3 clusters Score -3.019393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 238770 members 
Entering Unmasked Estep 
Score: -30193928.000000 Penalty: 6146.197266
	Iteration 81Q: 3 clusters Score -3.019393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 238771 members 
Entering Unmasked Estep 
Score: -30193930.000000 Penalty: 6146.197266
	Iteration 82Q: 3 clusters Score -3.019393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 238775 members 
Entering Unmasked Estep 
Score: -30193948.000000 Penalty: 6146.197266
	Iteration 83Q: 3 clusters Score -3.019395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 238778 members 
Entering Unmasked Estep 
Score: -30193942.000000 Penalty: 6146.197266
	Iteration 84Q: 3 clusters Score -3.019394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 238779 members 
Entering Unmasked Estep 
Score: -30193962.000000 Penalty: 6146.197266
	Iteration 85Q: 3 clusters Score -3.019396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 238781 members 
Entering Unmasked Estep 
Score: -30193972.000000 Penalty: 6146.197266
	Iteration 86Q: 3 clusters Score -3.019397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 238782 members 
Entering Unmasked Estep 
Score: -30193972.000000 Penalty: 6146.197266
	Iteration 87Q: 3 clusters Score -3.019397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 238783 members 
Entering Unmasked Estep 
Score: -30193974.000000 Penalty: 6146.197266
	Iteration 88Q: 3 clusters Score -3.019397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 238785 members 
Entering Unmasked Estep 
Score: -30193976.000000 Penalty: 6146.197266
	Iteration 89Q: 3 clusters Score -3.019398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 238788 members 
Entering Unmasked Estep 
Score: -30193990.000000 Penalty: 6146.197266
	Iteration 90Q: 3 clusters Score -3.019399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 238790 members 
Entering Unmasked Estep 
Score: -30193980.000000 Penalty: 6146.197266
	Iteration 91Q: 3 clusters Score -3.019398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 238790 members 
Entering Unmasked Estep 
Score: -30193980.000000 Penalty: 6146.197266
	Iteration 92F: 3 clusters Score -3.019398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -459450.687500 Penalty: 1984.916992
	Iteration 0F: 2 clusters Score -459450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -456483.906250 Penalty: 3969.833984
	Iteration 0F: 3 clusters Score -456483.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -459342.312500 Penalty: 3969.833984
	Iteration 1F: 3 clusters Score -459342.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -462141.062500 Penalty: 3969.833984
	Iteration 2F: 3 clusters Score -462141.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -463028.812500 Penalty: 3969.833984
	Iteration 3F: 3 clusters Score -463028.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -463255.968750 Penalty: 3969.833984
	Iteration 4Q: 3 clusters Score -463256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -463346.937500 Penalty: 3969.833984
	Iteration 5Q: 3 clusters Score -463346.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -463419.250000 Penalty: 3969.833984
	Iteration 6Q: 3 clusters Score -463419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -463429.968750 Penalty: 3969.833984
	Iteration 7Q: 3 clusters Score -463430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -463428.062500 Penalty: 3969.833984
	Iteration 8Q: 3 clusters Score -463428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -463444.781250 Penalty: 3969.833984
	Iteration 9Q: 3 clusters Score -463444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -463448.718750 Penalty: 3969.833984
	Iteration 10Q: 3 clusters Score -463448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -463424.968750 Penalty: 3969.833984
	Iteration 11Q: 3 clusters Score -463425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -463425.531250 Penalty: 3969.833984
	Iteration 12Q: 3 clusters Score -463425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -463446.312500 Penalty: 3969.833984
	Iteration 13Q: 3 clusters Score -463446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463442.656250 Penalty: 3969.833984
	Iteration 14Q: 3 clusters Score -463442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463442.656250 Penalty: 3969.833984
	Iteration 15F: 3 clusters Score -463442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Entering Unmasked Estep 
Score: -134381632.000000 Penalty: 162283.421875
Splitting cluster 14 changes total score from -134364480.000000 to -134381632.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (46543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Entering Unmasked Estep 
Score: -5806960.000000 Penalty: 2665.536621
	Iteration 0F: 2 clusters Score -5806960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5775498.500000 Penalty: 5331.073242
	Iteration 0F: 3 clusters Score -5775498 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5787398.000000 Penalty: 5331.073242
	Iteration 1F: 3 clusters Score -5787398 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5788121.500000 Penalty: 5331.073242
	Iteration 2Q: 3 clusters Score -5788122 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5788848.500000 Penalty: 5331.073242
	Iteration 3Q: 3 clusters Score -5788848 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5789744.500000 Penalty: 5331.073242
	Iteration 4Q: 3 clusters Score -5789744 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -5790945.500000 Penalty: 5331.073242
	Iteration 5F: 3 clusters Score -5790946 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5792709.000000 Penalty: 5331.073242
	Iteration 6F: 3 clusters Score -5792709 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5795122.000000 Penalty: 5331.073242
	Iteration 7F: 3 clusters Score -5795122 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5798221.500000 Penalty: 5331.073242
	Iteration 8F: 3 clusters Score -5798222 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5801012.000000 Penalty: 5331.073242
	Iteration 9F: 3 clusters Score -5801012 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5802813.500000 Penalty: 5331.073242
	Iteration 10Q: 3 clusters Score -5802814 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5803683.500000 Penalty: 5331.073242
	Iteration 11Q: 3 clusters Score -5803684 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5804138.500000 Penalty: 5331.073242
	Iteration 12Q: 3 clusters Score -5804138 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5804426.000000 Penalty: 5331.073242
	Iteration 13Q: 3 clusters Score -5804426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5804593.000000 Penalty: 5331.073242
	Iteration 14Q: 3 clusters Score -5804593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5804667.500000 Penalty: 5331.073242
	Iteration 15Q: 3 clusters Score -5804668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5804764.000000 Penalty: 5331.073242
	Iteration 16Q: 3 clusters Score -5804764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5804822.500000 Penalty: 5331.073242
	Iteration 17Q: 3 clusters Score -5804822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5804843.000000 Penalty: 5331.073242
	Iteration 18Q: 3 clusters Score -5804843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5804872.000000 Penalty: 5331.073242
	Iteration 19Q: 3 clusters Score -5804872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5804878.000000 Penalty: 5331.073242
	Iteration 20F: 3 clusters Score -5804878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5804896.500000 Penalty: 5331.073242
	Iteration 21Q: 3 clusters Score -5804896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5804892.500000 Penalty: 5331.073242
	Iteration 22Q: 3 clusters Score -5804892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5804894.500000 Penalty: 5331.073242
	Iteration 23Q: 3 clusters Score -5804894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5804903.000000 Penalty: 5331.073242
	Iteration 24Q: 3 clusters Score -5804903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5804905.500000 Penalty: 5331.073242
	Iteration 25Q: 3 clusters Score -5804906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5804910.500000 Penalty: 5331.073242
	Iteration 26Q: 3 clusters Score -5804910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5804906.500000 Penalty: 5331.073242
	Iteration 27Q: 3 clusters Score -5804906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5804911.500000 Penalty: 5331.073242
	Iteration 28Q: 3 clusters Score -5804912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5804916.000000 Penalty: 5331.073242
	Iteration 29Q: 3 clusters Score -5804916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5804918.500000 Penalty: 5331.073242
	Iteration 30Q: 3 clusters Score -5804918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5804921.500000 Penalty: 5331.073242
	Iteration 31Q: 3 clusters Score -5804922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5804921.500000 Penalty: 5331.073242
	Iteration 32Q: 3 clusters Score -5804922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5804917.500000 Penalty: 5331.073242
	Iteration 33Q: 3 clusters Score -5804918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5804920.500000 Penalty: 5331.073242
	Iteration 34Q: 3 clusters Score -5804920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5804923.500000 Penalty: 5331.073242
	Iteration 35Q: 3 clusters Score -5804924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5804924.500000 Penalty: 5331.073242
	Iteration 36Q: 3 clusters Score -5804924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5804923.000000 Penalty: 5331.073242
	Iteration 37Q: 3 clusters Score -5804923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5804931.500000 Penalty: 5331.073242
	Iteration 38Q: 3 clusters Score -5804932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5804927.000000 Penalty: 5331.073242
	Iteration 39Q: 3 clusters Score -5804927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5804931.000000 Penalty: 5331.073242
	Iteration 40F: 3 clusters Score -5804931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5804928.000000 Penalty: 5331.073242
	Iteration 41Q: 3 clusters Score -5804928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5804934.500000 Penalty: 5331.073242
	Iteration 42Q: 3 clusters Score -5804934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5804934.500000 Penalty: 5331.073242
	Iteration 43Q: 3 clusters Score -5804934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5804941.500000 Penalty: 5331.073242
	Iteration 44Q: 3 clusters Score -5804942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5804945.500000 Penalty: 5331.073242
	Iteration 45Q: 3 clusters Score -5804946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5804950.000000 Penalty: 5331.073242
	Iteration 46Q: 3 clusters Score -5804950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5804950.000000 Penalty: 5331.073242
	Iteration 47F: 3 clusters Score -5804950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1098793.000000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -1098793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1091448.750000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -1091449 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1093815.875000 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -1093816 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1094590.000000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -1094590 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1095818.625000 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -1095819 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1097297.375000 Penalty: 4539.639648
	Iteration 4F: 3 clusters Score -1097297 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1098320.500000 Penalty: 4539.639648
	Iteration 5F: 3 clusters Score -1098320 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1098802.750000 Penalty: 4539.639648
	Iteration 6F: 3 clusters Score -1098803 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1099039.875000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -1099040 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1099176.500000 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -1099176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1099261.375000 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -1099261 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1099335.625000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -1099336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1099414.875000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -1099415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1099514.625000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -1099515 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1099617.125000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -1099617 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1099728.125000 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -1099728 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1099845.875000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -1099846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1099958.000000 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -1099958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1100070.375000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -1100070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1100173.125000 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -1100173 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1100263.250000 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -1100263 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1100333.125000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -1100333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1100374.625000 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -1100375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1100408.625000 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -1100409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1100422.375000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -1100422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1100424.500000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -1100424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1100429.000000 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -1100429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1100433.875000 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -1100434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1100435.125000 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -1100435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1100436.750000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -1100437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1100435.250000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -1100435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1100435.375000 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -1100435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1100435.875000 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -1100436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1100436.750000 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -1100437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1100436.375000 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -1100436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1100438.000000 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -1100438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1100438.125000 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -1100438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1100438.125000 Penalty: 4539.639648
	Iteration 36F: 3 clusters Score -1100438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Entering Unmasked Estep 
Score: -134382208.000000 Penalty: 165736.265625
Splitting cluster 16 changes total score from -134364480.000000 to -134382208.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (34903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Entering Unmasked Estep 
Score: -4267841.000000 Penalty: 2594.161377
	Iteration 0F: 2 clusters Score -4267841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4244079.000000 Penalty: 5188.322754
	Iteration 0F: 3 clusters Score -4244079 nChanged 15770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4253212.500000 Penalty: 5188.322754
	Iteration 1F: 3 clusters Score -4253212 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4254332.000000 Penalty: 5188.322754
	Iteration 2F: 3 clusters Score -4254332 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4255706.000000 Penalty: 5188.322754
	Iteration 3F: 3 clusters Score -4255706 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4257253.000000 Penalty: 5188.322754
	Iteration 4F: 3 clusters Score -4257253 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4258837.500000 Penalty: 5188.322754
	Iteration 5F: 3 clusters Score -4258838 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4260207.000000 Penalty: 5188.322754
	Iteration 6F: 3 clusters Score -4260207 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4261298.500000 Penalty: 5188.322754
	Iteration 7F: 3 clusters Score -4261298 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4262166.500000 Penalty: 5188.322754
	Iteration 8Q: 3 clusters Score -4262166 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4262864.000000 Penalty: 5188.322754
	Iteration 9Q: 3 clusters Score -4262864 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4263438.000000 Penalty: 5188.322754
	Iteration 10Q: 3 clusters Score -4263438 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4263955.000000 Penalty: 5188.322754
	Iteration 11Q: 3 clusters Score -4263955 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4264356.500000 Penalty: 5188.322754
	Iteration 12Q: 3 clusters Score -4264356 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4264648.500000 Penalty: 5188.322754
	Iteration 13Q: 3 clusters Score -4264648 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4264878.500000 Penalty: 5188.322754
	Iteration 14Q: 3 clusters Score -4264878 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4265067.500000 Penalty: 5188.322754
	Iteration 15Q: 3 clusters Score -4265068 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4265239.500000 Penalty: 5188.322754
	Iteration 16Q: 3 clusters Score -4265240 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4265381.000000 Penalty: 5188.322754
	Iteration 17Q: 3 clusters Score -4265381 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4265526.000000 Penalty: 5188.322754
	Iteration 18Q: 3 clusters Score -4265526 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4265640.000000 Penalty: 5188.322754
	Iteration 19Q: 3 clusters Score -4265640 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -4265733.500000 Penalty: 5188.322754
	Iteration 20F: 3 clusters Score -4265734 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4265852 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4265964 nChanged 337
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Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4266060 nChanged 318
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Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4266158 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4266242 nChanged 277
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Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4266316 nChanged 238
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Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4266388 nChanged 227
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Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4266444 nChanged 206
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Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4266498 nChanged 186
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Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4266530 nChanged 179
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Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4266570 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4266614 nChanged 131
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Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4266651 nChanged 116
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Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4266674 nChanged 116
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Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4266711 nChanged 116
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Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4266728 nChanged 139
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Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4266774 nChanged 120
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Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4266804 nChanged 126
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Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4266822 nChanged 113
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Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4266860 nChanged 96
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Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4266876 nChanged 96
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Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4266898 nChanged 78
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Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4266915 nChanged 61
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Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4266923 nChanged 62
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Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4266933 nChanged 53
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Mstep: Class 1 contains 30967 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4266948 nChanged 49
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Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4266960 nChanged 49
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4266964 nChanged 43
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Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4266973 nChanged 37
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Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4266973 nChanged 34
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Mstep: Class 1 contains 31167 members 
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	Iteration 51Q: 3 clusters Score -4266970 nChanged 34
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4266978 nChanged 33
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Mstep: Class 1 contains 31232 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4266982 nChanged 22
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Mstep: Class 1 contains 31254 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4266981 nChanged 9
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Mstep: Class 1 contains 31263 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4266985 nChanged 9
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Mstep: Class 1 contains 31270 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4266990 nChanged 11
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Mstep: Class 1 contains 31281 members 
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	Iteration 57Q: 3 clusters Score -4266992 nChanged 13
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Mstep: Class 1 contains 31294 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4266994 nChanged 14
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Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4266999 nChanged 8
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Mstep: Class 1 contains 31314 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4266992 nChanged 8
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Mstep: Class 1 contains 31322 members 
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	Iteration 61Q: 3 clusters Score -4266998 nChanged 10
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Mstep: Class 1 contains 31330 members 
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	Iteration 62Q: 3 clusters Score -4267003 nChanged 8
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Mstep: Class 1 contains 31338 members 
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	Iteration 63Q: 3 clusters Score -4267000 nChanged 9
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Mstep: Class 1 contains 31347 members 
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	Iteration 64Q: 3 clusters Score -4267000 nChanged 12
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Mstep: Class 1 contains 31359 members 
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	Iteration 65Q: 3 clusters Score -4267004 nChanged 9
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Mstep: Class 1 contains 31368 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4267006 nChanged 9
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Mstep: Class 1 contains 31375 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4267004 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31384 members 
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	Iteration 68Q: 3 clusters Score -4267003 nChanged 14
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Mstep: Class 1 contains 31398 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4267014 nChanged 10
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Mstep: Class 1 contains 31406 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4267016 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4267010 nChanged 9
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Mstep: Class 1 contains 31424 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4267012 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31436 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4267010 nChanged 8
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4267010 nChanged 3
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4267016 nChanged 3
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	Iteration 76Q: 3 clusters Score -4267018 nChanged 3
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	Iteration 77Q: 3 clusters Score -4267016 nChanged 5
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	Iteration 78Q: 3 clusters Score -4267015 nChanged 7
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	Iteration 79Q: 3 clusters Score -4267022 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31473 members 
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	Iteration 80F: 3 clusters Score -4267024 nChanged 11
Entering Unmasked Mstep 
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	Iteration 81Q: 3 clusters Score -4267026 nChanged 7
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	Iteration 82Q: 3 clusters Score -4267026 nChanged 8
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	Iteration 83Q: 3 clusters Score -4267024 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4267019 nChanged 7
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4267026 nChanged 3
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	Iteration 86Q: 3 clusters Score -4267020 nChanged 3
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4267020 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4267022 nChanged 10
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4267030 nChanged 12
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	Iteration 90Q: 3 clusters Score -4267038 nChanged 6
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4267040 nChanged 6
Entering Unmasked Mstep 
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	Iteration 92Q: 3 clusters Score -4267041 nChanged 7
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	Iteration 93Q: 3 clusters Score -4267040 nChanged 6
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	Iteration 94Q: 3 clusters Score -4267040 nChanged 7
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	Iteration 95Q: 3 clusters Score -4267042 nChanged 5
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	Iteration 96Q: 3 clusters Score -4267038 nChanged 7
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	Iteration 97Q: 3 clusters Score -4267039 nChanged 10
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	Iteration 98Q: 3 clusters Score -4267036 nChanged 13
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	Iteration 99Q: 3 clusters Score -4267046 nChanged 11
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	Iteration 100F: 3 clusters Score -4267050 nChanged 11
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	Iteration 101Q: 3 clusters Score -4267051 nChanged 10
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	Iteration 102Q: 3 clusters Score -4267051 nChanged 14
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	Iteration 103Q: 3 clusters Score -4267048 nChanged 11
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	Iteration 104Q: 3 clusters Score -4267052 nChanged 8
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	Iteration 105Q: 3 clusters Score -4267050 nChanged 13
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	Iteration 106Q: 3 clusters Score -4267050 nChanged 11
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	Iteration 107Q: 3 clusters Score -4267050 nChanged 18
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	Iteration 108Q: 3 clusters Score -4267052 nChanged 23
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	Iteration 109Q: 3 clusters Score -4267061 nChanged 23
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	Iteration 110Q: 3 clusters Score -4267074 nChanged 27
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	Iteration 111Q: 3 clusters Score -4267076 nChanged 32
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4267086 nChanged 33
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Score: -4267088.000000 Penalty: 5188.322754
	Iteration 113Q: 3 clusters Score -4267088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4267112.000000 Penalty: 5188.322754
	Iteration 114Q: 3 clusters Score -4267112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4267118.000000 Penalty: 5188.322754
	Iteration 115Q: 3 clusters Score -4267118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4267122.500000 Penalty: 5188.322754
	Iteration 116Q: 3 clusters Score -4267122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4267129.000000 Penalty: 5188.322754
	Iteration 117Q: 3 clusters Score -4267129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4267140.000000 Penalty: 5188.322754
	Iteration 118Q: 3 clusters Score -4267140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4267148.500000 Penalty: 5188.322754
	Iteration 119Q: 3 clusters Score -4267148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4267153.000000 Penalty: 5188.322754
	Iteration 120F: 3 clusters Score -4267153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4267171.500000 Penalty: 5188.322754
	Iteration 121Q: 3 clusters Score -4267172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4267183.500000 Penalty: 5188.322754
	Iteration 122Q: 3 clusters Score -4267184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4267195.000000 Penalty: 5188.322754
	Iteration 123Q: 3 clusters Score -4267195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4267195.500000 Penalty: 5188.322754
	Iteration 124Q: 3 clusters Score -4267196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4267203.500000 Penalty: 5188.322754
	Iteration 125Q: 3 clusters Score -4267204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4267204.500000 Penalty: 5188.322754
	Iteration 126Q: 3 clusters Score -4267204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4267214.500000 Penalty: 5188.322754
	Iteration 127Q: 3 clusters Score -4267214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4267218.500000 Penalty: 5188.322754
	Iteration 128Q: 3 clusters Score -4267218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4267227.000000 Penalty: 5188.322754
	Iteration 129Q: 3 clusters Score -4267227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4267242.500000 Penalty: 5188.322754
	Iteration 130Q: 3 clusters Score -4267242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4267249.500000 Penalty: 5188.322754
	Iteration 131Q: 3 clusters Score -4267250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4267252.000000 Penalty: 5188.322754
	Iteration 132Q: 3 clusters Score -4267252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4267266.000000 Penalty: 5188.322754
	Iteration 133Q: 3 clusters Score -4267266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4267283.000000 Penalty: 5188.322754
	Iteration 134Q: 3 clusters Score -4267283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4267292.000000 Penalty: 5188.322754
	Iteration 135Q: 3 clusters Score -4267292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4267292.500000 Penalty: 5188.322754
	Iteration 136Q: 3 clusters Score -4267292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4267297.500000 Penalty: 5188.322754
	Iteration 137Q: 3 clusters Score -4267298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4267305.000000 Penalty: 5188.322754
	Iteration 138Q: 3 clusters Score -4267305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4267317.000000 Penalty: 5188.322754
	Iteration 139Q: 3 clusters Score -4267317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4267327.000000 Penalty: 5188.322754
	Iteration 140F: 3 clusters Score -4267327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4267335.500000 Penalty: 5188.322754
	Iteration 141Q: 3 clusters Score -4267336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4267337.500000 Penalty: 5188.322754
	Iteration 142Q: 3 clusters Score -4267338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4267353.000000 Penalty: 5188.322754
	Iteration 143Q: 3 clusters Score -4267353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4267358.000000 Penalty: 5188.322754
	Iteration 144Q: 3 clusters Score -4267358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4267357.000000 Penalty: 5188.322754
	Iteration 145Q: 3 clusters Score -4267357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4267357.500000 Penalty: 5188.322754
	Iteration 146Q: 3 clusters Score -4267358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4267359.000000 Penalty: 5188.322754
	Iteration 147Q: 3 clusters Score -4267359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4267357.000000 Penalty: 5188.322754
	Iteration 148Q: 3 clusters Score -4267357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4267359.500000 Penalty: 5188.322754
	Iteration 149Q: 3 clusters Score -4267360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4267362.500000 Penalty: 5188.322754
	Iteration 150Q: 3 clusters Score -4267362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4267364.500000 Penalty: 5188.322754
	Iteration 151Q: 3 clusters Score -4267364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4267369.000000 Penalty: 5188.322754
	Iteration 152Q: 3 clusters Score -4267369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4267368.000000 Penalty: 5188.322754
	Iteration 153Q: 3 clusters Score -4267368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4267366.000000 Penalty: 5188.322754
	Iteration 154Q: 3 clusters Score -4267366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4267361.500000 Penalty: 5188.322754
	Iteration 155Q: 3 clusters Score -4267362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4267362.500000 Penalty: 5188.322754
	Iteration 156Q: 3 clusters Score -4267362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4267362.000000 Penalty: 5188.322754
	Iteration 157Q: 3 clusters Score -4267362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4267361.000000 Penalty: 5188.322754
	Iteration 158Q: 3 clusters Score -4267361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4267360.000000 Penalty: 5188.322754
	Iteration 159Q: 3 clusters Score -4267360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4267362.000000 Penalty: 5188.322754
	Iteration 160F: 3 clusters Score -4267362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4267360.000000 Penalty: 5188.322754
	Iteration 161Q: 3 clusters Score -4267360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4267357.500000 Penalty: 5188.322754
	Iteration 162Q: 3 clusters Score -4267358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4267358.000000 Penalty: 5188.322754
	Iteration 163Q: 3 clusters Score -4267358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4267358.000000 Penalty: 5188.322754
	Iteration 164F: 3 clusters Score -4267358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -264925.125000 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -264925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262224.812500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -262224.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262736.937500 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -262736.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262885.093750 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -262885.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262996.031250 Penalty: 3819.571045
	Iteration 3Q: 3 clusters Score -262996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263107.062500 Penalty: 3819.571045
	Iteration 4Q: 3 clusters Score -263107.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263246.843750 Penalty: 3819.571045
	Iteration 5Q: 3 clusters Score -263246.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263382.312500 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -263382.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -263528.156250 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -263528.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -263668.968750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -263669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263814.468750 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -263814.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263954.218750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -263954.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264091.343750 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -264091.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264261.625000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -264261.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264629.000000 Penalty: 3819.571045
	Iteration 13F: 3 clusters Score -264629 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -265135.781250 Penalty: 3819.571045
	Iteration 14F: 3 clusters Score -265135.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -265356.406250 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -265356.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265529.656250 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -265529.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265650.781250 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -265650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265704.593750 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -265704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265728.968750 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -265729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -265747.375000 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -265747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265748.531250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -265748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265748.531250 Penalty: 3819.571045
	Iteration 22F: 3 clusters Score -265748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 4618 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Entering Unmasked Estep 
Score: -134381504.000000 Penalty: 169189.093750
Splitting cluster 18 changes total score from -134364480.000000 to -134381504.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -521617.843750 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -521617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -517398.812500 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -517398.8 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -518524.468750 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -518524.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -518865.406250 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -518865.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -519340.562500 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -519340.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -520097.062500 Penalty: 4185.107910
	Iteration 4F: 3 clusters Score -520097.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -520808.593750 Penalty: 4185.107910
	Iteration 5F: 3 clusters Score -520808.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -521338.906250 Penalty: 4185.107910
	Iteration 6F: 3 clusters Score -521338.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -521669.031250 Penalty: 4185.107910
	Iteration 7F: 3 clusters Score -521669 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -521929.250000 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -521929.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -522106.593750 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -522106.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -522182.218750 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -522182.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -522218.000000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -522218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -522230.343750 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -522230.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -522234.000000 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -522234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -522236.718750 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -522236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -522237.656250 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -522237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -522238.437500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -522238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -522240.687500 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -522240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -522241.531250 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -522241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -522241.531250 Penalty: 4185.107910
	Iteration 19F: 3 clusters Score -522241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 20311 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Entering Unmasked Estep 
Score: -134380544.000000 Penalty: 172641.937500
Splitting cluster 19 changes total score from -134364480.000000 to -134380544.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (7309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Entering Unmasked Estep 
Score: -903167.875000 Penalty: 2206.421875
	Iteration 0F: 2 clusters Score -903167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -897205.250000 Penalty: 4412.843750
	Iteration 0F: 3 clusters Score -897205.2 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -898937.250000 Penalty: 4412.843750
	Iteration 1F: 3 clusters Score -898937.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -899380.625000 Penalty: 4412.843750
	Iteration 2F: 3 clusters Score -899380.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -899811.875000 Penalty: 4412.843750
	Iteration 3F: 3 clusters Score -899811.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -900306.062500 Penalty: 4412.843750
	Iteration 4F: 3 clusters Score -900306.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -900697.687500 Penalty: 4412.843750
	Iteration 5F: 3 clusters Score -900697.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -901000.187500 Penalty: 4412.843750
	Iteration 6F: 3 clusters Score -901000.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -901209.562500 Penalty: 4412.843750
	Iteration 7Q: 3 clusters Score -901209.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -901354.250000 Penalty: 4412.843750
	Iteration 8Q: 3 clusters Score -901354.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -901434.187500 Penalty: 4412.843750
	Iteration 9Q: 3 clusters Score -901434.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -901478.750000 Penalty: 4412.843750
	Iteration 10Q: 3 clusters Score -901478.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -901510.125000 Penalty: 4412.843750
	Iteration 11Q: 3 clusters Score -901510.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -901526.187500 Penalty: 4412.843750
	Iteration 12Q: 3 clusters Score -901526.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -901537.875000 Penalty: 4412.843750
	Iteration 13Q: 3 clusters Score -901537.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -901552.125000 Penalty: 4412.843750
	Iteration 14Q: 3 clusters Score -901552.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -901561.000000 Penalty: 4412.843750
	Iteration 15Q: 3 clusters Score -901561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -901570.875000 Penalty: 4412.843750
	Iteration 16Q: 3 clusters Score -901570.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -901577.000000 Penalty: 4412.843750
	Iteration 17Q: 3 clusters Score -901577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -901581.437500 Penalty: 4412.843750
	Iteration 18Q: 3 clusters Score -901581.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -901586.000000 Penalty: 4412.843750
	Iteration 19Q: 3 clusters Score -901586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -901591.125000 Penalty: 4412.843750
	Iteration 20F: 3 clusters Score -901591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -901591.187500 Penalty: 4412.843750
	Iteration 21Q: 3 clusters Score -901591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -901591.937500 Penalty: 4412.843750
	Iteration 22Q: 3 clusters Score -901591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -901592.687500 Penalty: 4412.843750
	Iteration 23Q: 3 clusters Score -901592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -901592.812500 Penalty: 4412.843750
	Iteration 24Q: 3 clusters Score -901592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -901593.937500 Penalty: 4412.843750
	Iteration 25Q: 3 clusters Score -901593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -901596.687500 Penalty: 4412.843750
	Iteration 26Q: 3 clusters Score -901596.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -901599.125000 Penalty: 4412.843750
	Iteration 27Q: 3 clusters Score -901599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -901603.875000 Penalty: 4412.843750
	Iteration 28Q: 3 clusters Score -901603.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -901604.562500 Penalty: 4412.843750
	Iteration 29Q: 3 clusters Score -901604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -901604.625000 Penalty: 4412.843750
	Iteration 30Q: 3 clusters Score -901604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -901606.375000 Penalty: 4412.843750
	Iteration 31Q: 3 clusters Score -901606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -901605.250000 Penalty: 4412.843750
	Iteration 32Q: 3 clusters Score -901605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -901605.687500 Penalty: 4412.843750
	Iteration 33Q: 3 clusters Score -901605.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -901605.687500 Penalty: 4412.843750
	Iteration 34F: 3 clusters Score -901605.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (83291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Entering Unmasked Estep 
Score: -10344665.000000 Penalty: 2809.863770
	Iteration 0F: 2 clusters Score -1.034466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -10289174.000000 Penalty: 5619.727539
	Iteration 0F: 3 clusters Score -1.028917e+07 nChanged 39147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -10311817.000000 Penalty: 5619.727539
	Iteration 1F: 3 clusters Score -1.031182e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -10313061.000000 Penalty: 5619.727539
	Iteration 2Q: 3 clusters Score -1.031306e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -10314324.000000 Penalty: 5619.727539
	Iteration 3Q: 3 clusters Score -1.031432e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -10315635.000000 Penalty: 5619.727539
	Iteration 4Q: 3 clusters Score -1.031564e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -10316973.000000 Penalty: 5619.727539
	Iteration 5Q: 3 clusters Score -1.031697e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -10318412.000000 Penalty: 5619.727539
	Iteration 6Q: 3 clusters Score -1.031841e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -10319843.000000 Penalty: 5619.727539
	Iteration 7Q: 3 clusters Score -1.031984e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -10321486.000000 Penalty: 5619.727539
	Iteration 8Q: 3 clusters Score -1.032149e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -10323390.000000 Penalty: 5619.727539
	Iteration 9Q: 3 clusters Score -1.032339e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -10325458.000000 Penalty: 5619.727539
	Iteration 10Q: 3 clusters Score -1.032546e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -10327183.000000 Penalty: 5619.727539
	Iteration 11Q: 3 clusters Score -1.032718e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -10328345.000000 Penalty: 5619.727539
	Iteration 12Q: 3 clusters Score -1.032834e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -10329008.000000 Penalty: 5619.727539
	Iteration 13Q: 3 clusters Score -1.032901e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -10329281.000000 Penalty: 5619.727539
	Iteration 14Q: 3 clusters Score -1.032928e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -10329480.000000 Penalty: 5619.727539
	Iteration 15Q: 3 clusters Score -1.032948e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -10329666.000000 Penalty: 5619.727539
	Iteration 16Q: 3 clusters Score -1.032967e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -10329861.000000 Penalty: 5619.727539
	Iteration 17Q: 3 clusters Score -1.032986e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -10330084.000000 Penalty: 5619.727539
	Iteration 18Q: 3 clusters Score -1.033008e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -10330285.000000 Penalty: 5619.727539
	Iteration 19Q: 3 clusters Score -1.033028e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -10330521.000000 Penalty: 5619.727539
	Iteration 20F: 3 clusters Score -1.033052e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -10330813.000000 Penalty: 5619.727539
	Iteration 21Q: 3 clusters Score -1.033081e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -10331162.000000 Penalty: 5619.727539
	Iteration 22Q: 3 clusters Score -1.033116e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -10331488.000000 Penalty: 5619.727539
	Iteration 23Q: 3 clusters Score -1.033149e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -10331838.000000 Penalty: 5619.727539
	Iteration 24Q: 3 clusters Score -1.033184e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -10332270.000000 Penalty: 5619.727539
	Iteration 25Q: 3 clusters Score -1.033227e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -10332737.000000 Penalty: 5619.727539
	Iteration 26Q: 3 clusters Score -1.033274e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -10333351.000000 Penalty: 5619.727539
	Iteration 27Q: 3 clusters Score -1.033335e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -10334103.000000 Penalty: 5619.727539
	Iteration 28Q: 3 clusters Score -1.03341e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -10334863.000000 Penalty: 5619.727539
	Iteration 29Q: 3 clusters Score -1.033486e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -10335745.000000 Penalty: 5619.727539
	Iteration 30Q: 3 clusters Score -1.033574e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -10336688.000000 Penalty: 5619.727539
	Iteration 31Q: 3 clusters Score -1.033669e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -10337609.000000 Penalty: 5619.727539
	Iteration 32Q: 3 clusters Score -1.033761e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -10338541.000000 Penalty: 5619.727539
	Iteration 33Q: 3 clusters Score -1.033854e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10339540.000000 Penalty: 5619.727539
	Iteration 34Q: 3 clusters Score -1.033954e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -10340353.000000 Penalty: 5619.727539
	Iteration 35Q: 3 clusters Score -1.034035e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -10340969.000000 Penalty: 5619.727539
	Iteration 36Q: 3 clusters Score -1.034097e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -10341408.000000 Penalty: 5619.727539
	Iteration 37Q: 3 clusters Score -1.034141e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -10341735.000000 Penalty: 5619.727539
	Iteration 38Q: 3 clusters Score -1.034174e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10341982.000000 Penalty: 5619.727539
	Iteration 39Q: 3 clusters Score -1.034198e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10342118.000000 Penalty: 5619.727539
	Iteration 40F: 3 clusters Score -1.034212e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10342194.000000 Penalty: 5619.727539
	Iteration 41Q: 3 clusters Score -1.034219e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10342286.000000 Penalty: 5619.727539
	Iteration 42Q: 3 clusters Score -1.034229e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10342323.000000 Penalty: 5619.727539
	Iteration 43Q: 3 clusters Score -1.034232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10342349.000000 Penalty: 5619.727539
	Iteration 44Q: 3 clusters Score -1.034235e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10342366.000000 Penalty: 5619.727539
	Iteration 45Q: 3 clusters Score -1.034237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10342393.000000 Penalty: 5619.727539
	Iteration 46Q: 3 clusters Score -1.034239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10342417.000000 Penalty: 5619.727539
	Iteration 47Q: 3 clusters Score -1.034242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10342442.000000 Penalty: 5619.727539
	Iteration 48Q: 3 clusters Score -1.034244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10342452.000000 Penalty: 5619.727539
	Iteration 49Q: 3 clusters Score -1.034245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10342472.000000 Penalty: 5619.727539
	Iteration 50Q: 3 clusters Score -1.034247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10342469.000000 Penalty: 5619.727539
	Iteration 51Q: 3 clusters Score -1.034247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10342472.000000 Penalty: 5619.727539
	Iteration 52Q: 3 clusters Score -1.034247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10342488.000000 Penalty: 5619.727539
	Iteration 53Q: 3 clusters Score -1.034249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10342494.000000 Penalty: 5619.727539
	Iteration 54Q: 3 clusters Score -1.034249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10342492.000000 Penalty: 5619.727539
	Iteration 55Q: 3 clusters Score -1.034249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10342506.000000 Penalty: 5619.727539
	Iteration 56Q: 3 clusters Score -1.034251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10342494.000000 Penalty: 5619.727539
	Iteration 57Q: 3 clusters Score -1.034249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10342504.000000 Penalty: 5619.727539
	Iteration 58Q: 3 clusters Score -1.03425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10342515.000000 Penalty: 5619.727539
	Iteration 59Q: 3 clusters Score -1.034252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10342516.000000 Penalty: 5619.727539
	Iteration 60F: 3 clusters Score -1.034252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10342538.000000 Penalty: 5619.727539
	Iteration 61Q: 3 clusters Score -1.034254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10342546.000000 Penalty: 5619.727539
	Iteration 62Q: 3 clusters Score -1.034255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10342541.000000 Penalty: 5619.727539
	Iteration 63Q: 3 clusters Score -1.034254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10342547.000000 Penalty: 5619.727539
	Iteration 64Q: 3 clusters Score -1.034255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10342537.000000 Penalty: 5619.727539
	Iteration 65Q: 3 clusters Score -1.034254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10342537.000000 Penalty: 5619.727539
	Iteration 66Q: 3 clusters Score -1.034254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10342540.000000 Penalty: 5619.727539
	Iteration 67Q: 3 clusters Score -1.034254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10342536.000000 Penalty: 5619.727539
	Iteration 68Q: 3 clusters Score -1.034254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10342539.000000 Penalty: 5619.727539
	Iteration 69Q: 3 clusters Score -1.034254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10342542.000000 Penalty: 5619.727539
	Iteration 70Q: 3 clusters Score -1.034254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10342541.000000 Penalty: 5619.727539
	Iteration 71Q: 3 clusters Score -1.034254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10342541.000000 Penalty: 5619.727539
	Iteration 72F: 3 clusters Score -1.034254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Entering Unmasked Estep 
Score: -2479375.500000 Penalty: 2459.891602
	Iteration 0F: 2 clusters Score -2479376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2465020.500000 Penalty: 4919.783203
	Iteration 0F: 3 clusters Score -2465020 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2470006.500000 Penalty: 4919.783203
	Iteration 1F: 3 clusters Score -2470006 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2470761.750000 Penalty: 4919.783203
	Iteration 2F: 3 clusters Score -2470762 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2471795.000000 Penalty: 4919.783203
	Iteration 3F: 3 clusters Score -2471795 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2473192.000000 Penalty: 4919.783203
	Iteration 4F: 3 clusters Score -2473192 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2474696.250000 Penalty: 4919.783203
	Iteration 5F: 3 clusters Score -2474696 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2476103.750000 Penalty: 4919.783203
	Iteration 6F: 3 clusters Score -2476104 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2477351.750000 Penalty: 4919.783203
	Iteration 7F: 3 clusters Score -2477352 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2478537.250000 Penalty: 4919.783203
	Iteration 8F: 3 clusters Score -2478537 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2479455.000000 Penalty: 4919.783203
	Iteration 9Q: 3 clusters Score -2479455 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2479942.500000 Penalty: 4919.783203
	Iteration 10Q: 3 clusters Score -2479942 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2480177.250000 Penalty: 4919.783203
	Iteration 11Q: 3 clusters Score -2480177 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2480274.750000 Penalty: 4919.783203
	Iteration 12Q: 3 clusters Score -2480275 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2480330.250000 Penalty: 4919.783203
	Iteration 13Q: 3 clusters Score -2480330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2480367.000000 Penalty: 4919.783203
	Iteration 14Q: 3 clusters Score -2480367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2480387.000000 Penalty: 4919.783203
	Iteration 15Q: 3 clusters Score -2480387 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2480412.000000 Penalty: 4919.783203
	Iteration 16Q: 3 clusters Score -2480412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2480447.000000 Penalty: 4919.783203
	Iteration 17Q: 3 clusters Score -2480447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2480459.000000 Penalty: 4919.783203
	Iteration 18Q: 3 clusters Score -2480459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2480469.250000 Penalty: 4919.783203
	Iteration 19Q: 3 clusters Score -2480469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2480473.250000 Penalty: 4919.783203
	Iteration 20F: 3 clusters Score -2480473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2480483.000000 Penalty: 4919.783203
	Iteration 21Q: 3 clusters Score -2480483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2480484.000000 Penalty: 4919.783203
	Iteration 22Q: 3 clusters Score -2480484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2480491.750000 Penalty: 4919.783203
	Iteration 23Q: 3 clusters Score -2480492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2480495.500000 Penalty: 4919.783203
	Iteration 24Q: 3 clusters Score -2480496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2480499.750000 Penalty: 4919.783203
	Iteration 25Q: 3 clusters Score -2480500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2480507.000000 Penalty: 4919.783203
	Iteration 26Q: 3 clusters Score -2480507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2480515.750000 Penalty: 4919.783203
	Iteration 27Q: 3 clusters Score -2480516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2480515.500000 Penalty: 4919.783203
	Iteration 28Q: 3 clusters Score -2480516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2480523.250000 Penalty: 4919.783203
	Iteration 29Q: 3 clusters Score -2480523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2480518.750000 Penalty: 4919.783203
	Iteration 30Q: 3 clusters Score -2480519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2480518.000000 Penalty: 4919.783203
	Iteration 31Q: 3 clusters Score -2480518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2480516.750000 Penalty: 4919.783203
	Iteration 32Q: 3 clusters Score -2480517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2480512.500000 Penalty: 4919.783203
	Iteration 33Q: 3 clusters Score -2480512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2480510.000000 Penalty: 4919.783203
	Iteration 34Q: 3 clusters Score -2480510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2480511.250000 Penalty: 4919.783203
	Iteration 35Q: 3 clusters Score -2480511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2480510.750000 Penalty: 4919.783203
	Iteration 36Q: 3 clusters Score -2480511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2480510.500000 Penalty: 4919.783203
	Iteration 37Q: 3 clusters Score -2480510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2480514.750000 Penalty: 4919.783203
	Iteration 38Q: 3 clusters Score -2480515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2480513.750000 Penalty: 4919.783203
	Iteration 39Q: 3 clusters Score -2480514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2480513.000000 Penalty: 4919.783203
	Iteration 40F: 3 clusters Score -2480513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2480512.750000 Penalty: 4919.783203
	Iteration 41Q: 3 clusters Score -2480513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2480510.000000 Penalty: 4919.783203
	Iteration 42Q: 3 clusters Score -2480510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2480510.000000 Penalty: 4919.783203
	Iteration 43F: 3 clusters Score -2480510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Entering Unmasked Estep 
Score: -134380464.000000 Penalty: 176094.781250
Splitting cluster 22 changes total score from -134364480.000000 to -134380464.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 23 (9732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Entering Unmasked Estep 
Score: -1002839.437500 Penalty: 2277.427490
	Iteration 0F: 2 clusters Score -1002839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -995547.812500 Penalty: 4554.854980
	Iteration 0F: 3 clusters Score -995547.8 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -999313.625000 Penalty: 4554.854980
	Iteration 1F: 3 clusters Score -999313.6 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1001193.875000 Penalty: 4554.854980
	Iteration 2F: 3 clusters Score -1001194 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1002638.062500 Penalty: 4554.854980
	Iteration 3F: 3 clusters Score -1002638 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1003498.187500 Penalty: 4554.854980
	Iteration 4F: 3 clusters Score -1003498 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1004023.250000 Penalty: 4554.854980
	Iteration 5F: 3 clusters Score -1004023 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1004390.500000 Penalty: 4554.854980
	Iteration 6Q: 3 clusters Score -1004390 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1004649.437500 Penalty: 4554.854980
	Iteration 7Q: 3 clusters Score -1004649 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1004838.937500 Penalty: 4554.854980
	Iteration 8Q: 3 clusters Score -1004839 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1004946.687500 Penalty: 4554.854980
	Iteration 9Q: 3 clusters Score -1004947 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1004996.875000 Penalty: 4554.854980
	Iteration 10Q: 3 clusters Score -1004997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1005028.750000 Penalty: 4554.854980
	Iteration 11Q: 3 clusters Score -1005029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1005050.500000 Penalty: 4554.854980
	Iteration 12Q: 3 clusters Score -1005050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1005064.875000 Penalty: 4554.854980
	Iteration 13Q: 3 clusters Score -1005065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1005075.125000 Penalty: 4554.854980
	Iteration 14Q: 3 clusters Score -1005075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1005084.062500 Penalty: 4554.854980
	Iteration 15Q: 3 clusters Score -1005084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1005090.062500 Penalty: 4554.854980
	Iteration 16Q: 3 clusters Score -1005090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1005094.312500 Penalty: 4554.854980
	Iteration 17Q: 3 clusters Score -1005094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1005100.750000 Penalty: 4554.854980
	Iteration 18Q: 3 clusters Score -1005101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1005102.812500 Penalty: 4554.854980
	Iteration 19Q: 3 clusters Score -1005103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1005104.625000 Penalty: 4554.854980
	Iteration 20F: 3 clusters Score -1005105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1005102.562500 Penalty: 4554.854980
	Iteration 21Q: 3 clusters Score -1005103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1005105.750000 Penalty: 4554.854980
	Iteration 22Q: 3 clusters Score -1005106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1005106.312500 Penalty: 4554.854980
	Iteration 23Q: 3 clusters Score -1005106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1005106.750000 Penalty: 4554.854980
	Iteration 24Q: 3 clusters Score -1005107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1005109.625000 Penalty: 4554.854980
	Iteration 25Q: 3 clusters Score -1005110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1005105.875000 Penalty: 4554.854980
	Iteration 26Q: 3 clusters Score -1005106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1005104.750000 Penalty: 4554.854980
	Iteration 27Q: 3 clusters Score -1005105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1005108.312500 Penalty: 4554.854980
	Iteration 28Q: 3 clusters Score -1005108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1005108.687500 Penalty: 4554.854980
	Iteration 29Q: 3 clusters Score -1005109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1005108.687500 Penalty: 4554.854980
	Iteration 30F: 3 clusters Score -1005109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 44977 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Entering Unmasked Estep 
Score: -134381728.000000 Penalty: 179547.625000
Splitting cluster 23 changes total score from -134364480.000000 to -134381728.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 24 (24849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Entering Unmasked Estep 
Score: -3058436.500000 Penalty: 2509.902100
	Iteration 0F: 2 clusters Score -3058436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3041328.250000 Penalty: 5019.804199
	Iteration 0F: 3 clusters Score -3041328 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3047404.750000 Penalty: 5019.804199
	Iteration 1F: 3 clusters Score -3047405 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3048125.750000 Penalty: 5019.804199
	Iteration 2F: 3 clusters Score -3048126 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3048902.000000 Penalty: 5019.804199
	Iteration 3F: 3 clusters Score -3048902 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3049757.500000 Penalty: 5019.804199
	Iteration 4F: 3 clusters Score -3049758 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3050610.250000 Penalty: 5019.804199
	Iteration 5F: 3 clusters Score -3050610 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3051515.250000 Penalty: 5019.804199
	Iteration 6F: 3 clusters Score -3051515 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3052426.750000 Penalty: 5019.804199
	Iteration 7F: 3 clusters Score -3052427 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3053192.250000 Penalty: 5019.804199
	Iteration 8F: 3 clusters Score -3053192 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3053769.750000 Penalty: 5019.804199
	Iteration 9Q: 3 clusters Score -3053770 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3054095.500000 Penalty: 5019.804199
	Iteration 10Q: 3 clusters Score -3054096 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3054330.000000 Penalty: 5019.804199
	Iteration 11Q: 3 clusters Score -3054330 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3054498.250000 Penalty: 5019.804199
	Iteration 12Q: 3 clusters Score -3054498 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3054634.750000 Penalty: 5019.804199
	Iteration 13Q: 3 clusters Score -3054635 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3054731.250000 Penalty: 5019.804199
	Iteration 14Q: 3 clusters Score -3054731 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3054808.000000 Penalty: 5019.804199
	Iteration 15Q: 3 clusters Score -3054808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3054864.500000 Penalty: 5019.804199
	Iteration 16Q: 3 clusters Score -3054864 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3054914.250000 Penalty: 5019.804199
	Iteration 17Q: 3 clusters Score -3054914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3054957.750000 Penalty: 5019.804199
	Iteration 18Q: 3 clusters Score -3054958 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3055008.000000 Penalty: 5019.804199
	Iteration 19Q: 3 clusters Score -3055008 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3055034.250000 Penalty: 5019.804199
	Iteration 20F: 3 clusters Score -3055034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3055075.250000 Penalty: 5019.804199
	Iteration 21Q: 3 clusters Score -3055075 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3055110.000000 Penalty: 5019.804199
	Iteration 22Q: 3 clusters Score -3055110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3055150.000000 Penalty: 5019.804199
	Iteration 23Q: 3 clusters Score -3055150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3055164.000000 Penalty: 5019.804199
	Iteration 24Q: 3 clusters Score -3055164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3055179.000000 Penalty: 5019.804199
	Iteration 25Q: 3 clusters Score -3055179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3055193.750000 Penalty: 5019.804199
	Iteration 26Q: 3 clusters Score -3055194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3055230.000000 Penalty: 5019.804199
	Iteration 27Q: 3 clusters Score -3055230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3055249.500000 Penalty: 5019.804199
	Iteration 28Q: 3 clusters Score -3055250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3055277.750000 Penalty: 5019.804199
	Iteration 29Q: 3 clusters Score -3055278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3055304.500000 Penalty: 5019.804199
	Iteration 30Q: 3 clusters Score -3055304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3055314.750000 Penalty: 5019.804199
	Iteration 31Q: 3 clusters Score -3055315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3055327.000000 Penalty: 5019.804199
	Iteration 32Q: 3 clusters Score -3055327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3055332.000000 Penalty: 5019.804199
	Iteration 33Q: 3 clusters Score -3055332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3055341.750000 Penalty: 5019.804199
	Iteration 34Q: 3 clusters Score -3055342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3055348.750000 Penalty: 5019.804199
	Iteration 35Q: 3 clusters Score -3055349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3055362.500000 Penalty: 5019.804199
	Iteration 36Q: 3 clusters Score -3055362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3055384.500000 Penalty: 5019.804199
	Iteration 37Q: 3 clusters Score -3055384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3055399.250000 Penalty: 5019.804199
	Iteration 38Q: 3 clusters Score -3055399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3055407.000000 Penalty: 5019.804199
	Iteration 39Q: 3 clusters Score -3055407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3055418.000000 Penalty: 5019.804199
	Iteration 40F: 3 clusters Score -3055418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3055437.000000 Penalty: 5019.804199
	Iteration 41Q: 3 clusters Score -3055437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3055453.250000 Penalty: 5019.804199
	Iteration 42Q: 3 clusters Score -3055453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3055453.750000 Penalty: 5019.804199
	Iteration 43Q: 3 clusters Score -3055454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3055473.500000 Penalty: 5019.804199
	Iteration 44Q: 3 clusters Score -3055474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3055490.750000 Penalty: 5019.804199
	Iteration 45Q: 3 clusters Score -3055491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3055516.000000 Penalty: 5019.804199
	Iteration 46Q: 3 clusters Score -3055516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3055540.750000 Penalty: 5019.804199
	Iteration 47Q: 3 clusters Score -3055541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3055549.250000 Penalty: 5019.804199
	Iteration 48Q: 3 clusters Score -3055549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3055570.250000 Penalty: 5019.804199
	Iteration 49Q: 3 clusters Score -3055570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3055582.500000 Penalty: 5019.804199
	Iteration 50Q: 3 clusters Score -3055582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3055585 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3055605 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3055620 nChanged 107
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Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3055624 nChanged 108
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Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3055652 nChanged 106
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Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3055671 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3055680 nChanged 117
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Mstep: Class 1 contains 7075 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3055697 nChanged 120
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Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3055733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3055766 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3055789 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3055827 nChanged 114
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Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3055850 nChanged 118
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3055862 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3055919 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3055989 nChanged 178
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Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3056070 nChanged 181
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Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3056141 nChanged 174
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3056226 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3056276 nChanged 153
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3056327 nChanged 137
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3056369 nChanged 108
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3056390 nChanged 87
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Mstep: Class 1 contains 5025 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3056406 nChanged 93
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Mstep: Class 1 contains 4942 members 
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Entering Unmasked Estep 
Score: -3056421.250000 Penalty: 5019.804199
	Iteration 75Q: 3 clusters Score -3056421 nChanged 78
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3056441 nChanged 77
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Mstep: Class 1 contains 4811 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3056460 nChanged 82
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Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3056480 nChanged 66
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Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3056496 nChanged 56
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Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3056503 nChanged 46
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Mstep: Class 1 contains 4617 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3056510 nChanged 36
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Mstep: Class 1 contains 4585 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3056518 nChanged 32
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Mstep: Class 1 contains 4561 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3056525 nChanged 34
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Mstep: Class 1 contains 4533 members 
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	Iteration 84Q: 3 clusters Score -3056526 nChanged 44
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Mstep: Class 1 contains 4503 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3056526 nChanged 47
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Mstep: Class 1 contains 4464 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3056540 nChanged 40
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3056555 nChanged 41
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4372 members 
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	Iteration 89Q: 3 clusters Score -3056569 nChanged 47
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	Iteration 90Q: 3 clusters Score -3056584 nChanged 43
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Mstep: Class 1 contains 4310 members 
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	Iteration 91Q: 3 clusters Score -3056593 nChanged 45
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Mstep: Class 1 contains 4281 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3056601 nChanged 47
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Mstep: Class 1 contains 4248 members 
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	Iteration 93Q: 3 clusters Score -3056612 nChanged 53
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Mstep: Class 1 contains 4211 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3056610 nChanged 43
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Mstep: Class 1 contains 4180 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3056620 nChanged 50
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Mstep: Class 1 contains 4140 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3056633 nChanged 54
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Mstep: Class 1 contains 4100 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3056653 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3056682 nChanged 55
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Mstep: Class 1 contains 4023 members 
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	Iteration 99Q: 3 clusters Score -3056685 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3056691.750000 Penalty: 5019.804199
	Iteration 100F: 3 clusters Score -3056692 nChanged 41
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Mstep: Class 1 contains 3962 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3056706 nChanged 43
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Mstep: Class 1 contains 3933 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3056707 nChanged 47
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Mstep: Class 1 contains 3906 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3056732 nChanged 50
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Mstep: Class 1 contains 3864 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3056744 nChanged 53
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Mstep: Class 1 contains 3831 members 
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	Iteration 105Q: 3 clusters Score -3056750 nChanged 48
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	Iteration 106Q: 3 clusters Score -3056771 nChanged 45
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	Iteration 107Q: 3 clusters Score -3056782 nChanged 36
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Mstep: Class 1 contains 3732 members 
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	Iteration 108Q: 3 clusters Score -3056784 nChanged 46
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Mstep: Class 1 contains 3688 members 
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	Iteration 109Q: 3 clusters Score -3056796 nChanged 46
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Mstep: Class 1 contains 3658 members 
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	Iteration 110Q: 3 clusters Score -3056810 nChanged 66
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Mstep: Class 1 contains 3620 members 
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	Iteration 111Q: 3 clusters Score -3056837 nChanged 68
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Mstep: Class 1 contains 3568 members 
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	Iteration 112Q: 3 clusters Score -3056857 nChanged 81
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Mstep: Class 1 contains 3513 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3056894 nChanged 73
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Mstep: Class 1 contains 3452 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3056918 nChanged 81
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Mstep: Class 1 contains 3395 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3056954 nChanged 96
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Mstep: Class 1 contains 3339 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3056997 nChanged 85
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Mstep: Class 1 contains 3286 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3057028 nChanged 91
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Mstep: Class 1 contains 3239 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3057060 nChanged 88
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Mstep: Class 1 contains 3191 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3057087 nChanged 87
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Mstep: Class 1 contains 3142 members 
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Entering Unmasked Estep 
Score: -3057121.500000 Penalty: 5019.804199
	Iteration 120F: 3 clusters Score -3057122 nChanged 91
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Mstep: Class 1 contains 3091 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3057156 nChanged 76
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Mstep: Class 1 contains 3031 members 
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Entering Unmasked Estep 
Score: -3057183.750000 Penalty: 5019.804199
	Iteration 122Q: 3 clusters Score -3057184 nChanged 66
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Mstep: Class 1 contains 2981 members 
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Entering Unmasked Estep 
Score: -3057204.000000 Penalty: 5019.804199
	Iteration 123Q: 3 clusters Score -3057204 nChanged 63
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Mstep: Class 1 contains 2930 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3057218 nChanged 56
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Mstep: Class 1 contains 2878 members 
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Entering Unmasked Estep 
Score: -3057223.500000 Penalty: 5019.804199
	Iteration 125Q: 3 clusters Score -3057224 nChanged 45
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Mstep: Class 1 contains 2841 members 
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Entering Unmasked Estep 
Score: -3057235.500000 Penalty: 5019.804199
	Iteration 126Q: 3 clusters Score -3057236 nChanged 46
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Mstep: Class 1 contains 2799 members 
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Entering Unmasked Estep 
Score: -3057256.000000 Penalty: 5019.804199
	Iteration 127Q: 3 clusters Score -3057256 nChanged 42
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3057271 nChanged 29
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Mstep: Class 1 contains 2748 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3057272 nChanged 32
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3057272 nChanged 19
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3057272 nChanged 19
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3057271 nChanged 17
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Mstep: Class 1 contains 2683 members 
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Entering Unmasked Estep 
Score: -3057278.750000 Penalty: 5019.804199
	Iteration 133Q: 3 clusters Score -3057279 nChanged 21
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Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3057296.000000 Penalty: 5019.804199
	Iteration 134Q: 3 clusters Score -3057296 nChanged 24
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Mstep: Class 1 contains 2658 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3057298 nChanged 20
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Mstep: Class 1 contains 2638 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3057298 nChanged 19
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3057300 nChanged 15
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3057307 nChanged 8
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3057298 nChanged 5
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Entering Unmasked Estep 
Score: -3057303.250000 Penalty: 5019.804199
	Iteration 140F: 3 clusters Score -3057303 nChanged 1
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3057302 nChanged 1
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3057305 nChanged 4
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3057305 nChanged 4
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Mstep: Class 1 contains 2591 members 
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Entering Unmasked Estep 
Score: -3057307.250000 Penalty: 5019.804199
	Iteration 144Q: 3 clusters Score -3057307 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3057304.000000 Penalty: 5019.804199
	Iteration 145Q: 3 clusters Score -3057304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3057311.250000 Penalty: 5019.804199
	Iteration 146Q: 3 clusters Score -3057311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3057311.750000 Penalty: 5019.804199
	Iteration 147Q: 3 clusters Score -3057312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3057312.000000 Penalty: 5019.804199
	Iteration 148Q: 3 clusters Score -3057312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3057312.000000 Penalty: 5019.804199
	Iteration 149F: 3 clusters Score -3057312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Entering Unmasked Estep 
Score: -5103837.000000 Penalty: 2657.048828
	Iteration 0F: 2 clusters Score -5103837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5073500.000000 Penalty: 5314.097656
	Iteration 0F: 3 clusters Score -5073500 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5085466.000000 Penalty: 5314.097656
	Iteration 1F: 3 clusters Score -5085466 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5087131.500000 Penalty: 5314.097656
	Iteration 2F: 3 clusters Score -5087132 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5089420.500000 Penalty: 5314.097656
	Iteration 3F: 3 clusters Score -5089420 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -5092324.500000 Penalty: 5314.097656
	Iteration 4F: 3 clusters Score -5092324 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -5095492.000000 Penalty: 5314.097656
	Iteration 5F: 3 clusters Score -5095492 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5098309.000000 Penalty: 5314.097656
	Iteration 6F: 3 clusters Score -5098309 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -5100433.500000 Penalty: 5314.097656
	Iteration 7F: 3 clusters Score -5100434 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5101803.000000 Penalty: 5314.097656
	Iteration 8Q: 3 clusters Score -5101803 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5102786.000000 Penalty: 5314.097656
	Iteration 9Q: 3 clusters Score -5102786 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -5103472.500000 Penalty: 5314.097656
	Iteration 10Q: 3 clusters Score -5103472 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -5104064.000000 Penalty: 5314.097656
	Iteration 11Q: 3 clusters Score -5104064 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -5104524.000000 Penalty: 5314.097656
	Iteration 12Q: 3 clusters Score -5104524 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -5104894.500000 Penalty: 5314.097656
	Iteration 13Q: 3 clusters Score -5104894 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5105106.500000 Penalty: 5314.097656
	Iteration 14Q: 3 clusters Score -5105106 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5105282.000000 Penalty: 5314.097656
	Iteration 15Q: 3 clusters Score -5105282 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5105367.500000 Penalty: 5314.097656
	Iteration 16Q: 3 clusters Score -5105368 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -5105442.500000 Penalty: 5314.097656
	Iteration 17Q: 3 clusters Score -5105442 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5105507.500000 Penalty: 5314.097656
	Iteration 18Q: 3 clusters Score -5105508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5105575.000000 Penalty: 5314.097656
	Iteration 19Q: 3 clusters Score -5105575 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5105636.000000 Penalty: 5314.097656
	Iteration 20F: 3 clusters Score -5105636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5105678.500000 Penalty: 5314.097656
	Iteration 21Q: 3 clusters Score -5105678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5105713.500000 Penalty: 5314.097656
	Iteration 22Q: 3 clusters Score -5105714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5105735.000000 Penalty: 5314.097656
	Iteration 23Q: 3 clusters Score -5105735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5105754.000000 Penalty: 5314.097656
	Iteration 24Q: 3 clusters Score -5105754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5105764.500000 Penalty: 5314.097656
	Iteration 25Q: 3 clusters Score -5105764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5105762.000000 Penalty: 5314.097656
	Iteration 26Q: 3 clusters Score -5105762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5105777.500000 Penalty: 5314.097656
	Iteration 27Q: 3 clusters Score -5105778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5105789.500000 Penalty: 5314.097656
	Iteration 28Q: 3 clusters Score -5105790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5105800.000000 Penalty: 5314.097656
	Iteration 29Q: 3 clusters Score -5105800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5105813.000000 Penalty: 5314.097656
	Iteration 30Q: 3 clusters Score -5105813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5105806.000000 Penalty: 5314.097656
	Iteration 31Q: 3 clusters Score -5105806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5105798.000000 Penalty: 5314.097656
	Iteration 32Q: 3 clusters Score -5105798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5105807.000000 Penalty: 5314.097656
	Iteration 33Q: 3 clusters Score -5105807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -5105816.000000 Penalty: 5314.097656
	Iteration 34Q: 3 clusters Score -5105816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5105812.000000 Penalty: 5314.097656
	Iteration 35Q: 3 clusters Score -5105812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5105808.500000 Penalty: 5314.097656
	Iteration 36Q: 3 clusters Score -5105808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5105810.000000 Penalty: 5314.097656
	Iteration 37Q: 3 clusters Score -5105810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5105809.500000 Penalty: 5314.097656
	Iteration 38Q: 3 clusters Score -5105810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -5105806.000000 Penalty: 5314.097656
	Iteration 39Q: 3 clusters Score -5105806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5105807.500000 Penalty: 5314.097656
	Iteration 40F: 3 clusters Score -5105808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5105812.000000 Penalty: 5314.097656
	Iteration 41Q: 3 clusters Score -5105812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5105820.000000 Penalty: 5314.097656
	Iteration 42Q: 3 clusters Score -5105820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5105818.500000 Penalty: 5314.097656
	Iteration 43Q: 3 clusters Score -5105818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5105819.000000 Penalty: 5314.097656
	Iteration 44Q: 3 clusters Score -5105819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5105820.500000 Penalty: 5314.097656
	Iteration 45Q: 3 clusters Score -5105820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5105825.500000 Penalty: 5314.097656
	Iteration 46Q: 3 clusters Score -5105826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -5105831.500000 Penalty: 5314.097656
	Iteration 47Q: 3 clusters Score -5105832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5105832.000000 Penalty: 5314.097656
	Iteration 48Q: 3 clusters Score -5105832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5105832.500000 Penalty: 5314.097656
	Iteration 49Q: 3 clusters Score -5105832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5105829.500000 Penalty: 5314.097656
	Iteration 50Q: 3 clusters Score -5105830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5105826.000000 Penalty: 5314.097656
	Iteration 51Q: 3 clusters Score -5105826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -5105823.000000 Penalty: 5314.097656
	Iteration 52Q: 3 clusters Score -5105823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -5105823.000000 Penalty: 5314.097656
	Iteration 53F: 3 clusters Score -5105823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 97173 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Entering Unmasked Estep 
Score: -134383312.000000 Penalty: 183000.453125
Splitting cluster 25 changes total score from -134364480.000000 to -134383312.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 26 (97173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Entering Unmasked Estep 
Score: -11938340.000000 Penalty: 2848.093506
	Iteration 0F: 2 clusters Score -1.193834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -11873404.000000 Penalty: 5696.187012
	Iteration 0F: 3 clusters Score -1.18734e+07 nChanged 45818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -11899452.000000 Penalty: 5696.187012
	Iteration 1F: 3 clusters Score -1.189945e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -11900211.000000 Penalty: 5696.187012
	Iteration 2Q: 3 clusters Score -1.190021e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -11901103.000000 Penalty: 5696.187012
	Iteration 3Q: 3 clusters Score -1.19011e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -11902321.000000 Penalty: 5696.187012
	Iteration 4Q: 3 clusters Score -1.190232e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -11904168.000000 Penalty: 5696.187012
	Iteration 5Q: 3 clusters Score -1.190417e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -11906830.000000 Penalty: 5696.187012
	Iteration 6Q: 3 clusters Score -1.190683e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -11910023.000000 Penalty: 5696.187012
	Iteration 7F: 3 clusters Score -1.191002e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -11914064.000000 Penalty: 5696.187012
	Iteration 8F: 3 clusters Score -1.191406e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -11918811.000000 Penalty: 5696.187012
	Iteration 9F: 3 clusters Score -1.191881e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -11923075.000000 Penalty: 5696.187012
	Iteration 10F: 3 clusters Score -1.192308e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -11926011.000000 Penalty: 5696.187012
	Iteration 11F: 3 clusters Score -1.192601e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -11927906.000000 Penalty: 5696.187012
	Iteration 12Q: 3 clusters Score -1.192791e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -11929315.000000 Penalty: 5696.187012
	Iteration 13Q: 3 clusters Score -1.192932e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -11930563.000000 Penalty: 5696.187012
	Iteration 14Q: 3 clusters Score -1.193056e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -11931840.000000 Penalty: 5696.187012
	Iteration 15Q: 3 clusters Score -1.193184e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -11932969.000000 Penalty: 5696.187012
	Iteration 16Q: 3 clusters Score -1.193297e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -11933870.000000 Penalty: 5696.187012
	Iteration 17Q: 3 clusters Score -1.193387e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -11934617.000000 Penalty: 5696.187012
	Iteration 18Q: 3 clusters Score -1.193462e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11935297.000000 Penalty: 5696.187012
	Iteration 19Q: 3 clusters Score -1.19353e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -11935733.000000 Penalty: 5696.187012
	Iteration 20F: 3 clusters Score -1.193573e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -11936101.000000 Penalty: 5696.187012
	Iteration 21Q: 3 clusters Score -1.19361e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -11936507.000000 Penalty: 5696.187012
	Iteration 22Q: 3 clusters Score -1.193651e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -11936760.000000 Penalty: 5696.187012
	Iteration 23Q: 3 clusters Score -1.193676e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -11937010.000000 Penalty: 5696.187012
	Iteration 24Q: 3 clusters Score -1.193701e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -11937173.000000 Penalty: 5696.187012
	Iteration 25Q: 3 clusters Score -1.193717e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -11937338.000000 Penalty: 5696.187012
	Iteration 26Q: 3 clusters Score -1.193734e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -11937495.000000 Penalty: 5696.187012
	Iteration 27Q: 3 clusters Score -1.19375e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -11937673.000000 Penalty: 5696.187012
	Iteration 28Q: 3 clusters Score -1.193767e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -11937800.000000 Penalty: 5696.187012
	Iteration 29Q: 3 clusters Score -1.19378e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -11937882.000000 Penalty: 5696.187012
	Iteration 30Q: 3 clusters Score -1.193788e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -11937982.000000 Penalty: 5696.187012
	Iteration 31Q: 3 clusters Score -1.193798e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -11938091.000000 Penalty: 5696.187012
	Iteration 32Q: 3 clusters Score -1.193809e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -11938190.000000 Penalty: 5696.187012
	Iteration 33Q: 3 clusters Score -1.193819e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -11938266.000000 Penalty: 5696.187012
	Iteration 34Q: 3 clusters Score -1.193827e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -11938304.000000 Penalty: 5696.187012
	Iteration 35Q: 3 clusters Score -1.19383e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -11938347.000000 Penalty: 5696.187012
	Iteration 36Q: 3 clusters Score -1.193835e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -11938404.000000 Penalty: 5696.187012
	Iteration 37Q: 3 clusters Score -1.19384e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -11938455.000000 Penalty: 5696.187012
	Iteration 38Q: 3 clusters Score -1.193846e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -11938520.000000 Penalty: 5696.187012
	Iteration 39Q: 3 clusters Score -1.193852e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -11938566.000000 Penalty: 5696.187012
	Iteration 40F: 3 clusters Score -1.193857e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -11938605.000000 Penalty: 5696.187012
	Iteration 41Q: 3 clusters Score -1.19386e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -11938614.000000 Penalty: 5696.187012
	Iteration 42Q: 3 clusters Score -1.193861e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -11938622.000000 Penalty: 5696.187012
	Iteration 43Q: 3 clusters Score -1.193862e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -11938593.000000 Penalty: 5696.187012
	Iteration 44Q: 3 clusters Score -1.193859e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -11938618.000000 Penalty: 5696.187012
	Iteration 45Q: 3 clusters Score -1.193862e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -11938653.000000 Penalty: 5696.187012
	Iteration 46Q: 3 clusters Score -1.193865e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -11938672.000000 Penalty: 5696.187012
	Iteration 47Q: 3 clusters Score -1.193867e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -11938663.000000 Penalty: 5696.187012
	Iteration 48Q: 3 clusters Score -1.193866e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -11938678.000000 Penalty: 5696.187012
	Iteration 49Q: 3 clusters Score -1.193868e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -11938674.000000 Penalty: 5696.187012
	Iteration 50Q: 3 clusters Score -1.193867e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -11938692.000000 Penalty: 5696.187012
	Iteration 51Q: 3 clusters Score -1.193869e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -11938703.000000 Penalty: 5696.187012
	Iteration 52Q: 3 clusters Score -1.19387e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -11938706.000000 Penalty: 5696.187012
	Iteration 53Q: 3 clusters Score -1.193871e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -11938722.000000 Penalty: 5696.187012
	Iteration 54Q: 3 clusters Score -1.193872e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -11938729.000000 Penalty: 5696.187012
	Iteration 55Q: 3 clusters Score -1.193873e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -11938747.000000 Penalty: 5696.187012
	Iteration 56Q: 3 clusters Score -1.193875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -11938769.000000 Penalty: 5696.187012
	Iteration 57Q: 3 clusters Score -1.193877e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -11938787.000000 Penalty: 5696.187012
	Iteration 58Q: 3 clusters Score -1.193879e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -11938783.000000 Penalty: 5696.187012
	Iteration 59Q: 3 clusters Score -1.193878e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -11938758.000000 Penalty: 5696.187012
	Iteration 60F: 3 clusters Score -1.193876e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -11938799.000000 Penalty: 5696.187012
	Iteration 61Q: 3 clusters Score -1.19388e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -11938800.000000 Penalty: 5696.187012
	Iteration 62Q: 3 clusters Score -1.19388e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -11938811.000000 Penalty: 5696.187012
	Iteration 63Q: 3 clusters Score -1.193881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -11938803.000000 Penalty: 5696.187012
	Iteration 64Q: 3 clusters Score -1.19388e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -11938800.000000 Penalty: 5696.187012
	Iteration 65Q: 3 clusters Score -1.19388e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -11938809.000000 Penalty: 5696.187012
	Iteration 66Q: 3 clusters Score -1.193881e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -11938797.000000 Penalty: 5696.187012
	Iteration 67Q: 3 clusters Score -1.19388e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -11938798.000000 Penalty: 5696.187012
	Iteration 68Q: 3 clusters Score -1.19388e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -11938824.000000 Penalty: 5696.187012
	Iteration 69Q: 3 clusters Score -1.193882e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -11938800.000000 Penalty: 5696.187012
	Iteration 70Q: 3 clusters Score -1.19388e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -11938808.000000 Penalty: 5696.187012
	Iteration 71Q: 3 clusters Score -1.193881e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -11938825.000000 Penalty: 5696.187012
	Iteration 72Q: 3 clusters Score -1.193882e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -11938820.000000 Penalty: 5696.187012
	Iteration 73Q: 3 clusters Score -1.193882e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -11938795.000000 Penalty: 5696.187012
	Iteration 74Q: 3 clusters Score -1.19388e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -11938817.000000 Penalty: 5696.187012
	Iteration 75Q: 3 clusters Score -1.193882e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -11938828.000000 Penalty: 5696.187012
	Iteration 76Q: 3 clusters Score -1.193883e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -11938817.000000 Penalty: 5696.187012
	Iteration 77Q: 3 clusters Score -1.193882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -11938827.000000 Penalty: 5696.187012
	Iteration 78Q: 3 clusters Score -1.193883e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -11938826.000000 Penalty: 5696.187012
	Iteration 79Q: 3 clusters Score -1.193883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -11938830.000000 Penalty: 5696.187012
	Iteration 80F: 3 clusters Score -1.193883e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -11938835.000000 Penalty: 5696.187012
	Iteration 81Q: 3 clusters Score -1.193884e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -11938832.000000 Penalty: 5696.187012
	Iteration 82Q: 3 clusters Score -1.193883e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -11938846.000000 Penalty: 5696.187012
	Iteration 83Q: 3 clusters Score -1.193885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -11938863.000000 Penalty: 5696.187012
	Iteration 84Q: 3 clusters Score -1.193886e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -11938860.000000 Penalty: 5696.187012
	Iteration 85Q: 3 clusters Score -1.193886e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -11938852.000000 Penalty: 5696.187012
	Iteration 86Q: 3 clusters Score -1.193885e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -11938868.000000 Penalty: 5696.187012
	Iteration 87Q: 3 clusters Score -1.193887e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -11938875.000000 Penalty: 5696.187012
	Iteration 88Q: 3 clusters Score -1.193888e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -11938864.000000 Penalty: 5696.187012
	Iteration 89Q: 3 clusters Score -1.193886e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -11938888.000000 Penalty: 5696.187012
	Iteration 90Q: 3 clusters Score -1.193889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -11938892.000000 Penalty: 5696.187012
	Iteration 91Q: 3 clusters Score -1.193889e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -11938918.000000 Penalty: 5696.187012
	Iteration 92Q: 3 clusters Score -1.193892e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -11938934.000000 Penalty: 5696.187012
	Iteration 93Q: 3 clusters Score -1.193893e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -11938954.000000 Penalty: 5696.187012
	Iteration 94Q: 3 clusters Score -1.193895e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -11938954.000000 Penalty: 5696.187012
	Iteration 95Q: 3 clusters Score -1.193895e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -11938968.000000 Penalty: 5696.187012
	Iteration 96Q: 3 clusters Score -1.193897e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -11938986.000000 Penalty: 5696.187012
	Iteration 97Q: 3 clusters Score -1.193899e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -11938986.000000 Penalty: 5696.187012
	Iteration 98Q: 3 clusters Score -1.193899e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -11938995.000000 Penalty: 5696.187012
	Iteration 99Q: 3 clusters Score -1.1939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -11938997.000000 Penalty: 5696.187012
	Iteration 100F: 3 clusters Score -1.1939e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -11939023.000000 Penalty: 5696.187012
	Iteration 101Q: 3 clusters Score -1.193902e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -11939048.000000 Penalty: 5696.187012
	Iteration 102Q: 3 clusters Score -1.193905e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -11939047.000000 Penalty: 5696.187012
	Iteration 103Q: 3 clusters Score -1.193905e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -11939029.000000 Penalty: 5696.187012
	Iteration 104Q: 3 clusters Score -1.193903e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -11939019.000000 Penalty: 5696.187012
	Iteration 105Q: 3 clusters Score -1.193902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -11939018.000000 Penalty: 5696.187012
	Iteration 106Q: 3 clusters Score -1.193902e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -11939009.000000 Penalty: 5696.187012
	Iteration 107Q: 3 clusters Score -1.193901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -11939028.000000 Penalty: 5696.187012
	Iteration 108Q: 3 clusters Score -1.193903e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -11939019.000000 Penalty: 5696.187012
	Iteration 109Q: 3 clusters Score -1.193902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -11939046.000000 Penalty: 5696.187012
	Iteration 110Q: 3 clusters Score -1.193905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -11939040.000000 Penalty: 5696.187012
	Iteration 111Q: 3 clusters Score -1.193904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -11939043.000000 Penalty: 5696.187012
	Iteration 112Q: 3 clusters Score -1.193904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -11939044.000000 Penalty: 5696.187012
	Iteration 113Q: 3 clusters Score -1.193904e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -11939030.000000 Penalty: 5696.187012
	Iteration 114Q: 3 clusters Score -1.193903e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -11939030.000000 Penalty: 5696.187012
	Iteration 115Q: 3 clusters Score -1.193903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -11939034.000000 Penalty: 5696.187012
	Iteration 116Q: 3 clusters Score -1.193903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -11939002.000000 Penalty: 5696.187012
	Iteration 117Q: 3 clusters Score -1.1939e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -11938995.000000 Penalty: 5696.187012
	Iteration 118Q: 3 clusters Score -1.1939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -11938996.000000 Penalty: 5696.187012
	Iteration 119Q: 3 clusters Score -1.1939e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -11938996.000000 Penalty: 5696.187012
	Iteration 120F: 3 clusters Score -1.1939e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -11938981.000000 Penalty: 5696.187012
	Iteration 121Q: 3 clusters Score -1.193898e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -11938968.000000 Penalty: 5696.187012
	Iteration 122Q: 3 clusters Score -1.193897e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -11938963.000000 Penalty: 5696.187012
	Iteration 123Q: 3 clusters Score -1.193896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -11938971.000000 Penalty: 5696.187012
	Iteration 124Q: 3 clusters Score -1.193897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -11938993.000000 Penalty: 5696.187012
	Iteration 125Q: 3 clusters Score -1.193899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -11938986.000000 Penalty: 5696.187012
	Iteration 126Q: 3 clusters Score -1.193899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -11939008.000000 Penalty: 5696.187012
	Iteration 127Q: 3 clusters Score -1.193901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -11939010.000000 Penalty: 5696.187012
	Iteration 128Q: 3 clusters Score -1.193901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -11939019.000000 Penalty: 5696.187012
	Iteration 129Q: 3 clusters Score -1.193902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -11939012.000000 Penalty: 5696.187012
	Iteration 130Q: 3 clusters Score -1.193901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -11939012.000000 Penalty: 5696.187012
	Iteration 131Q: 3 clusters Score -1.193901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -11939003.000000 Penalty: 5696.187012
	Iteration 132Q: 3 clusters Score -1.1939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -11939013.000000 Penalty: 5696.187012
	Iteration 133Q: 3 clusters Score -1.193901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -11939011.000000 Penalty: 5696.187012
	Iteration 134Q: 3 clusters Score -1.193901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -11939027.000000 Penalty: 5696.187012
	Iteration 135Q: 3 clusters Score -1.193903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -11939024.000000 Penalty: 5696.187012
	Iteration 136Q: 3 clusters Score -1.193902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -11939019.000000 Penalty: 5696.187012
	Iteration 137Q: 3 clusters Score -1.193902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -11939017.000000 Penalty: 5696.187012
	Iteration 138Q: 3 clusters Score -1.193902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -11939021.000000 Penalty: 5696.187012
	Iteration 139Q: 3 clusters Score -1.193902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -11939007.000000 Penalty: 5696.187012
	Iteration 140F: 3 clusters Score -1.193901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -11939006.000000 Penalty: 5696.187012
	Iteration 141Q: 3 clusters Score -1.193901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -11939012.000000 Penalty: 5696.187012
	Iteration 142Q: 3 clusters Score -1.193901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -11939019.000000 Penalty: 5696.187012
	Iteration 143Q: 3 clusters Score -1.193902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -11939024.000000 Penalty: 5696.187012
	Iteration 144Q: 3 clusters Score -1.193902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -11939028.000000 Penalty: 5696.187012
	Iteration 145Q: 3 clusters Score -1.193903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -11939037.000000 Penalty: 5696.187012
	Iteration 146Q: 3 clusters Score -1.193904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -11939034.000000 Penalty: 5696.187012
	Iteration 147Q: 3 clusters Score -1.193903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -11939030.000000 Penalty: 5696.187012
	Iteration 148Q: 3 clusters Score -1.193903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -11939031.000000 Penalty: 5696.187012
	Iteration 149Q: 3 clusters Score -1.193903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -11939037.000000 Penalty: 5696.187012
	Iteration 150Q: 3 clusters Score -1.193904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -11939036.000000 Penalty: 5696.187012
	Iteration 151Q: 3 clusters Score -1.193904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -11939031.000000 Penalty: 5696.187012
	Iteration 152Q: 3 clusters Score -1.193903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -11939038.000000 Penalty: 5696.187012
	Iteration 153Q: 3 clusters Score -1.193904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -11939047.000000 Penalty: 5696.187012
	Iteration 154Q: 3 clusters Score -1.193905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -11939044.000000 Penalty: 5696.187012
	Iteration 155Q: 3 clusters Score -1.193904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -11939043.000000 Penalty: 5696.187012
	Iteration 156Q: 3 clusters Score -1.193904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -11939047.000000 Penalty: 5696.187012
	Iteration 157Q: 3 clusters Score -1.193905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -11939037.000000 Penalty: 5696.187012
	Iteration 158Q: 3 clusters Score -1.193904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -11939041.000000 Penalty: 5696.187012
	Iteration 159Q: 3 clusters Score -1.193904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -11939035.000000 Penalty: 5696.187012
	Iteration 160F: 3 clusters Score -1.193904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -11939031.000000 Penalty: 5696.187012
	Iteration 161Q: 3 clusters Score -1.193903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -11939035.000000 Penalty: 5696.187012
	Iteration 162Q: 3 clusters Score -1.193904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -11939045.000000 Penalty: 5696.187012
	Iteration 163Q: 3 clusters Score -1.193904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -11939034.000000 Penalty: 5696.187012
	Iteration 164Q: 3 clusters Score -1.193903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -11939028.000000 Penalty: 5696.187012
	Iteration 165Q: 3 clusters Score -1.193903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -11939024.000000 Penalty: 5696.187012
	Iteration 166Q: 3 clusters Score -1.193902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -11939036.000000 Penalty: 5696.187012
	Iteration 167Q: 3 clusters Score -1.193904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -11939035.000000 Penalty: 5696.187012
	Iteration 168Q: 3 clusters Score -1.193904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -11939029.000000 Penalty: 5696.187012
	Iteration 169Q: 3 clusters Score -1.193903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -11939029.000000 Penalty: 5696.187012
	Iteration 170F: 3 clusters Score -1.193903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Entering Unmasked Estep 
Score: -134383328.000000 Penalty: 186453.296875
Splitting cluster 26 changes total score from -134364480.000000 to -134383328.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 27 (14427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Entering Unmasked Estep 
Score: -1752887.500000 Penalty: 2375.060547
	Iteration 0F: 2 clusters Score -1752888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1742486.125000 Penalty: 4750.121094
	Iteration 0F: 3 clusters Score -1742486 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1745919.625000 Penalty: 4750.121094
	Iteration 1F: 3 clusters Score -1745920 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1746606.750000 Penalty: 4750.121094
	Iteration 2F: 3 clusters Score -1746607 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1747479.750000 Penalty: 4750.121094
	Iteration 3F: 3 clusters Score -1747480 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1748440.000000 Penalty: 4750.121094
	Iteration 4F: 3 clusters Score -1748440 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1749346.875000 Penalty: 4750.121094
	Iteration 5F: 3 clusters Score -1749347 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1749982.875000 Penalty: 4750.121094
	Iteration 6F: 3 clusters Score -1749983 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1750388.125000 Penalty: 4750.121094
	Iteration 7Q: 3 clusters Score -1750388 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1750632.375000 Penalty: 4750.121094
	Iteration 8Q: 3 clusters Score -1750632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1750801.875000 Penalty: 4750.121094
	Iteration 9Q: 3 clusters Score -1750802 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1750974.500000 Penalty: 4750.121094
	Iteration 10Q: 3 clusters Score -1750974 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1751220.125000 Penalty: 4750.121094
	Iteration 11Q: 3 clusters Score -1751220 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1751504.375000 Penalty: 4750.121094
	Iteration 12Q: 3 clusters Score -1751504 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1751799.750000 Penalty: 4750.121094
	Iteration 13Q: 3 clusters Score -1751800 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1752052.750000 Penalty: 4750.121094
	Iteration 14Q: 3 clusters Score -1752053 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1752279.000000 Penalty: 4750.121094
	Iteration 15Q: 3 clusters Score -1752279 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1752504.500000 Penalty: 4750.121094
	Iteration 16Q: 3 clusters Score -1752504 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1752739.625000 Penalty: 4750.121094
	Iteration 17Q: 3 clusters Score -1752740 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1752947.125000 Penalty: 4750.121094
	Iteration 18Q: 3 clusters Score -1752947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1753084.375000 Penalty: 4750.121094
	Iteration 19Q: 3 clusters Score -1753084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1753133.750000 Penalty: 4750.121094
	Iteration 20F: 3 clusters Score -1753134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1753150.750000 Penalty: 4750.121094
	Iteration 21Q: 3 clusters Score -1753151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1753163.375000 Penalty: 4750.121094
	Iteration 22Q: 3 clusters Score -1753163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1753164.500000 Penalty: 4750.121094
	Iteration 23Q: 3 clusters Score -1753164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1753170.625000 Penalty: 4750.121094
	Iteration 24Q: 3 clusters Score -1753171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1753173.125000 Penalty: 4750.121094
	Iteration 25Q: 3 clusters Score -1753173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1753171.875000 Penalty: 4750.121094
	Iteration 26Q: 3 clusters Score -1753172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1753179.875000 Penalty: 4750.121094
	Iteration 27Q: 3 clusters Score -1753180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1753182.250000 Penalty: 4750.121094
	Iteration 28Q: 3 clusters Score -1753182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1753180.375000 Penalty: 4750.121094
	Iteration 29Q: 3 clusters Score -1753180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1753184.250000 Penalty: 4750.121094
	Iteration 30Q: 3 clusters Score -1753184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1753181.000000 Penalty: 4750.121094
	Iteration 31Q: 3 clusters Score -1753181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1753181.000000 Penalty: 4750.121094
	Iteration 32F: 3 clusters Score -1753181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 9050 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Entering Unmasked Estep 
Score: -134382864.000000 Penalty: 189906.140625
Splitting cluster 27 changes total score from -134364480.000000 to -134382864.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 28 (9050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Entering Unmasked Estep 
Score: -1086240.625000 Penalty: 2259.408936
	Iteration 0F: 2 clusters Score -1086241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1079215.000000 Penalty: 4518.817871
	Iteration 0F: 3 clusters Score -1079215 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1081662.500000 Penalty: 4518.817871
	Iteration 1F: 3 clusters Score -1081662 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1082826.000000 Penalty: 4518.817871
	Iteration 2F: 3 clusters Score -1082826 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1084736.000000 Penalty: 4518.817871
	Iteration 3F: 3 clusters Score -1084736 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1087280.250000 Penalty: 4518.817871
	Iteration 4F: 3 clusters Score -1087280 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1089555.250000 Penalty: 4518.817871
	Iteration 5F: 3 clusters Score -1089555 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1090240.250000 Penalty: 4518.817871
	Iteration 6Q: 3 clusters Score -1090240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1090526.000000 Penalty: 4518.817871
	Iteration 7Q: 3 clusters Score -1090526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1090854.625000 Penalty: 4518.817871
	Iteration 8Q: 3 clusters Score -1090855 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1091131.375000 Penalty: 4518.817871
	Iteration 9Q: 3 clusters Score -1091131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1091251.625000 Penalty: 4518.817871
	Iteration 10Q: 3 clusters Score -1091252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1091304.750000 Penalty: 4518.817871
	Iteration 11Q: 3 clusters Score -1091305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1091342.625000 Penalty: 4518.817871
	Iteration 12Q: 3 clusters Score -1091343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1091393.750000 Penalty: 4518.817871
	Iteration 13Q: 3 clusters Score -1091394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1091442.125000 Penalty: 4518.817871
	Iteration 14Q: 3 clusters Score -1091442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1091499.250000 Penalty: 4518.817871
	Iteration 15Q: 3 clusters Score -1091499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1091557.125000 Penalty: 4518.817871
	Iteration 16Q: 3 clusters Score -1091557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1091621.375000 Penalty: 4518.817871
	Iteration 17Q: 3 clusters Score -1091621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1091686.750000 Penalty: 4518.817871
	Iteration 18Q: 3 clusters Score -1091687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1091730.250000 Penalty: 4518.817871
	Iteration 19Q: 3 clusters Score -1091730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1091758.500000 Penalty: 4518.817871
	Iteration 20F: 3 clusters Score -1091758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1091784.625000 Penalty: 4518.817871
	Iteration 21Q: 3 clusters Score -1091785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1091804.875000 Penalty: 4518.817871
	Iteration 22Q: 3 clusters Score -1091805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1091838.375000 Penalty: 4518.817871
	Iteration 23Q: 3 clusters Score -1091838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1091867.375000 Penalty: 4518.817871
	Iteration 24Q: 3 clusters Score -1091867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1091887.125000 Penalty: 4518.817871
	Iteration 25Q: 3 clusters Score -1091887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1091900.125000 Penalty: 4518.817871
	Iteration 26Q: 3 clusters Score -1091900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1091907.625000 Penalty: 4518.817871
	Iteration 27Q: 3 clusters Score -1091908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1091907.875000 Penalty: 4518.817871
	Iteration 28Q: 3 clusters Score -1091908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1091913.625000 Penalty: 4518.817871
	Iteration 29Q: 3 clusters Score -1091914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1091913.500000 Penalty: 4518.817871
	Iteration 30Q: 3 clusters Score -1091914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1091913.375000 Penalty: 4518.817871
	Iteration 31Q: 3 clusters Score -1091913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1091913.375000 Penalty: 4518.817871
	Iteration 32F: 3 clusters Score -1091913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Entering Unmasked Estep 
Score: -134387344.000000 Penalty: 193358.968750
Splitting cluster 28 changes total score from -134364480.000000 to -134387344.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (12792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Entering Unmasked Estep 
Score: -1548278.375000 Penalty: 2345.230713
	Iteration 0F: 2 clusters Score -1548278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1538878.125000 Penalty: 4690.461426
	Iteration 0F: 3 clusters Score -1538878 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1541925.875000 Penalty: 4690.461426
	Iteration 1F: 3 clusters Score -1541926 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1542628.125000 Penalty: 4690.461426
	Iteration 2F: 3 clusters Score -1542628 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1543832.375000 Penalty: 4690.461426
	Iteration 3F: 3 clusters Score -1543832 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1545603.625000 Penalty: 4690.461426
	Iteration 4F: 3 clusters Score -1545604 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1547353.625000 Penalty: 4690.461426
	Iteration 5F: 3 clusters Score -1547354 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1548735.750000 Penalty: 4690.461426
	Iteration 6F: 3 clusters Score -1548736 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1549796.375000 Penalty: 4690.461426
	Iteration 7F: 3 clusters Score -1549796 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1550726.875000 Penalty: 4690.461426
	Iteration 8Q: 3 clusters Score -1550727 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1551749.250000 Penalty: 4690.461426
	Iteration 9Q: 3 clusters Score -1551749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1552923.250000 Penalty: 4690.461426
	Iteration 10Q: 3 clusters Score -1552923 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1554007.875000 Penalty: 4690.461426
	Iteration 11Q: 3 clusters Score -1554008 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1554492.500000 Penalty: 4690.461426
	Iteration 12Q: 3 clusters Score -1554492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1554584.125000 Penalty: 4690.461426
	Iteration 13Q: 3 clusters Score -1554584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1554609.000000 Penalty: 4690.461426
	Iteration 14Q: 3 clusters Score -1554609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1554614.875000 Penalty: 4690.461426
	Iteration 15Q: 3 clusters Score -1554615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1554623.500000 Penalty: 4690.461426
	Iteration 16Q: 3 clusters Score -1554624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1554619.875000 Penalty: 4690.461426
	Iteration 17Q: 3 clusters Score -1554620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1554622.125000 Penalty: 4690.461426
	Iteration 18Q: 3 clusters Score -1554622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1554622.125000 Penalty: 4690.461426
	Iteration 19F: 3 clusters Score -1554622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Entering Unmasked Estep 
Score: -134392496.000000 Penalty: 196811.812500
Splitting cluster 29 changes total score from -134364480.000000 to -134392496.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 30 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -1394637.250000 Penalty: 2323.207275
	Iteration 0F: 2 clusters Score -1394637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1385948.375000 Penalty: 4646.414551
	Iteration 0F: 3 clusters Score -1385948 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1388745.125000 Penalty: 4646.414551
	Iteration 1F: 3 clusters Score -1388745 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1389444.875000 Penalty: 4646.414551
	Iteration 2F: 3 clusters Score -1389445 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1390262.250000 Penalty: 4646.414551
	Iteration 3F: 3 clusters Score -1390262 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1391189.625000 Penalty: 4646.414551
	Iteration 4F: 3 clusters Score -1391190 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1392112.625000 Penalty: 4646.414551
	Iteration 5F: 3 clusters Score -1392113 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1392784.500000 Penalty: 4646.414551
	Iteration 6F: 3 clusters Score -1392784 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1393178.125000 Penalty: 4646.414551
	Iteration 7F: 3 clusters Score -1393178 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1393405.625000 Penalty: 4646.414551
	Iteration 8Q: 3 clusters Score -1393406 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1393528.250000 Penalty: 4646.414551
	Iteration 9Q: 3 clusters Score -1393528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1393596.875000 Penalty: 4646.414551
	Iteration 10Q: 3 clusters Score -1393597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1393629.875000 Penalty: 4646.414551
	Iteration 11Q: 3 clusters Score -1393630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1393647.500000 Penalty: 4646.414551
	Iteration 12Q: 3 clusters Score -1393648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1393658.125000 Penalty: 4646.414551
	Iteration 13Q: 3 clusters Score -1393658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1393667.500000 Penalty: 4646.414551
	Iteration 14Q: 3 clusters Score -1393668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1393668.375000 Penalty: 4646.414551
	Iteration 15Q: 3 clusters Score -1393668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1393676.375000 Penalty: 4646.414551
	Iteration 16Q: 3 clusters Score -1393676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1393679.625000 Penalty: 4646.414551
	Iteration 17Q: 3 clusters Score -1393680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1393686.500000 Penalty: 4646.414551
	Iteration 18Q: 3 clusters Score -1393686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1393686.375000 Penalty: 4646.414551
	Iteration 19Q: 3 clusters Score -1393686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1393686.625000 Penalty: 4646.414551
	Iteration 20F: 3 clusters Score -1393687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1393689.500000 Penalty: 4646.414551
	Iteration 21Q: 3 clusters Score -1393690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1393688.750000 Penalty: 4646.414551
	Iteration 22Q: 3 clusters Score -1393689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1393685.875000 Penalty: 4646.414551
	Iteration 23Q: 3 clusters Score -1393686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1393686.375000 Penalty: 4646.414551
	Iteration 24Q: 3 clusters Score -1393686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1393688.125000 Penalty: 4646.414551
	Iteration 25Q: 3 clusters Score -1393688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1393686.125000 Penalty: 4646.414551
	Iteration 26Q: 3 clusters Score -1393686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1393688.875000 Penalty: 4646.414551
	Iteration 27Q: 3 clusters Score -1393689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1393687.875000 Penalty: 4646.414551
	Iteration 28Q: 3 clusters Score -1393688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1393688.250000 Penalty: 4646.414551
	Iteration 29Q: 3 clusters Score -1393688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1393688.250000 Penalty: 4646.414551
	Iteration 30F: 3 clusters Score -1393688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Entering Unmasked Estep 
Score: -2447080.500000 Penalty: 2458.458984
	Iteration 0F: 2 clusters Score -2447080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2432933.000000 Penalty: 4916.917969
	Iteration 0F: 3 clusters Score -2432933 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2438315.750000 Penalty: 4916.917969
	Iteration 1F: 3 clusters Score -2438316 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2439442.750000 Penalty: 4916.917969
	Iteration 2F: 3 clusters Score -2439443 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2440686.500000 Penalty: 4916.917969
	Iteration 3F: 3 clusters Score -2440686 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2441862.750000 Penalty: 4916.917969
	Iteration 4F: 3 clusters Score -2441863 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2442637.250000 Penalty: 4916.917969
	Iteration 5F: 3 clusters Score -2442637 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2443087.000000 Penalty: 4916.917969
	Iteration 6Q: 3 clusters Score -2443087 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2443354.000000 Penalty: 4916.917969
	Iteration 7Q: 3 clusters Score -2443354 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2443526.500000 Penalty: 4916.917969
	Iteration 8Q: 3 clusters Score -2443526 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2443644.750000 Penalty: 4916.917969
	Iteration 9Q: 3 clusters Score -2443645 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2443731.750000 Penalty: 4916.917969
	Iteration 10Q: 3 clusters Score -2443732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2443802.250000 Penalty: 4916.917969
	Iteration 11Q: 3 clusters Score -2443802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2443885.250000 Penalty: 4916.917969
	Iteration 12Q: 3 clusters Score -2443885 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2443936.500000 Penalty: 4916.917969
	Iteration 13Q: 3 clusters Score -2443936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2443995.500000 Penalty: 4916.917969
	Iteration 14Q: 3 clusters Score -2443996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2444048.000000 Penalty: 4916.917969
	Iteration 15Q: 3 clusters Score -2444048 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2444121.250000 Penalty: 4916.917969
	Iteration 16Q: 3 clusters Score -2444121 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2444188.750000 Penalty: 4916.917969
	Iteration 17Q: 3 clusters Score -2444189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2444252.000000 Penalty: 4916.917969
	Iteration 18Q: 3 clusters Score -2444252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2444313.500000 Penalty: 4916.917969
	Iteration 19Q: 3 clusters Score -2444314 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2444396.500000 Penalty: 4916.917969
	Iteration 20F: 3 clusters Score -2444396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2444480.750000 Penalty: 4916.917969
	Iteration 21Q: 3 clusters Score -2444481 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2444567.750000 Penalty: 4916.917969
	Iteration 22Q: 3 clusters Score -2444568 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2444654.750000 Penalty: 4916.917969
	Iteration 23Q: 3 clusters Score -2444655 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2444776.250000 Penalty: 4916.917969
	Iteration 24Q: 3 clusters Score -2444776 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2444895.250000 Penalty: 4916.917969
	Iteration 25Q: 3 clusters Score -2444895 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2445000.750000 Penalty: 4916.917969
	Iteration 26Q: 3 clusters Score -2445001 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2445117.000000 Penalty: 4916.917969
	Iteration 27Q: 3 clusters Score -2445117 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2445211.000000 Penalty: 4916.917969
	Iteration 28Q: 3 clusters Score -2445211 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2445315.000000 Penalty: 4916.917969
	Iteration 29Q: 3 clusters Score -2445315 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2445404.000000 Penalty: 4916.917969
	Iteration 30Q: 3 clusters Score -2445404 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2445475.750000 Penalty: 4916.917969
	Iteration 31Q: 3 clusters Score -2445476 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2445545.250000 Penalty: 4916.917969
	Iteration 32Q: 3 clusters Score -2445545 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2445600.500000 Penalty: 4916.917969
	Iteration 33Q: 3 clusters Score -2445600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2445646.500000 Penalty: 4916.917969
	Iteration 34Q: 3 clusters Score -2445646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2445694.000000 Penalty: 4916.917969
	Iteration 35Q: 3 clusters Score -2445694 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2445727.750000 Penalty: 4916.917969
	Iteration 36Q: 3 clusters Score -2445728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2445761.250000 Penalty: 4916.917969
	Iteration 37Q: 3 clusters Score -2445761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2445784.750000 Penalty: 4916.917969
	Iteration 38Q: 3 clusters Score -2445785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2445793.250000 Penalty: 4916.917969
	Iteration 39Q: 3 clusters Score -2445793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2445804.500000 Penalty: 4916.917969
	Iteration 40F: 3 clusters Score -2445804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2445812.250000 Penalty: 4916.917969
	Iteration 41Q: 3 clusters Score -2445812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2445831.250000 Penalty: 4916.917969
	Iteration 42Q: 3 clusters Score -2445831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2445840.750000 Penalty: 4916.917969
	Iteration 43Q: 3 clusters Score -2445841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2445844.250000 Penalty: 4916.917969
	Iteration 44Q: 3 clusters Score -2445844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2445845.250000 Penalty: 4916.917969
	Iteration 45Q: 3 clusters Score -2445845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2445850.500000 Penalty: 4916.917969
	Iteration 46Q: 3 clusters Score -2445850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2445866.000000 Penalty: 4916.917969
	Iteration 47Q: 3 clusters Score -2445866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2445864.500000 Penalty: 4916.917969
	Iteration 48Q: 3 clusters Score -2445864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2445859.750000 Penalty: 4916.917969
	Iteration 49Q: 3 clusters Score -2445860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2445870.000000 Penalty: 4916.917969
	Iteration 50Q: 3 clusters Score -2445870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2445872.250000 Penalty: 4916.917969
	Iteration 51Q: 3 clusters Score -2445872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2445875.750000 Penalty: 4916.917969
	Iteration 52Q: 3 clusters Score -2445876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2445887.500000 Penalty: 4916.917969
	Iteration 53Q: 3 clusters Score -2445888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2445903.000000 Penalty: 4916.917969
	Iteration 54Q: 3 clusters Score -2445903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2445902.000000 Penalty: 4916.917969
	Iteration 55Q: 3 clusters Score -2445902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2445902.500000 Penalty: 4916.917969
	Iteration 56Q: 3 clusters Score -2445902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2445905.750000 Penalty: 4916.917969
	Iteration 57Q: 3 clusters Score -2445906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2445907.000000 Penalty: 4916.917969
	Iteration 58Q: 3 clusters Score -2445907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2445908.250000 Penalty: 4916.917969
	Iteration 59Q: 3 clusters Score -2445908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2445905.250000 Penalty: 4916.917969
	Iteration 60F: 3 clusters Score -2445905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2445909.000000 Penalty: 4916.917969
	Iteration 61Q: 3 clusters Score -2445909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2445909.250000 Penalty: 4916.917969
	Iteration 62Q: 3 clusters Score -2445909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2445923.500000 Penalty: 4916.917969
	Iteration 63Q: 3 clusters Score -2445924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2445928.250000 Penalty: 4916.917969
	Iteration 64Q: 3 clusters Score -2445928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2445933.500000 Penalty: 4916.917969
	Iteration 65Q: 3 clusters Score -2445934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2445937.250000 Penalty: 4916.917969
	Iteration 66Q: 3 clusters Score -2445937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2445938.750000 Penalty: 4916.917969
	Iteration 67Q: 3 clusters Score -2445939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2445937.500000 Penalty: 4916.917969
	Iteration 68Q: 3 clusters Score -2445938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2445940.250000 Penalty: 4916.917969
	Iteration 69Q: 3 clusters Score -2445940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2445942.250000 Penalty: 4916.917969
	Iteration 70Q: 3 clusters Score -2445942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2445943.750000 Penalty: 4916.917969
	Iteration 71Q: 3 clusters Score -2445944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2445944.750000 Penalty: 4916.917969
	Iteration 72Q: 3 clusters Score -2445945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2445947.750000 Penalty: 4916.917969
	Iteration 73Q: 3 clusters Score -2445948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2445947.250000 Penalty: 4916.917969
	Iteration 74Q: 3 clusters Score -2445947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2445945.250000 Penalty: 4916.917969
	Iteration 75Q: 3 clusters Score -2445945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2445942.250000 Penalty: 4916.917969
	Iteration 76Q: 3 clusters Score -2445942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2445942.750000 Penalty: 4916.917969
	Iteration 77Q: 3 clusters Score -2445943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2445942.750000 Penalty: 4916.917969
	Iteration 78F: 3 clusters Score -2445943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -817851.625000 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -817851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -812530.500000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -812530.5 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -813833.250000 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -813833.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -814067.437500 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -814067.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -814220.437500 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -814220.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -814305.750000 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -814305.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -814366.687500 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -814366.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -814425.750000 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -814425.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -814467.500000 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -814467.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -814494.062500 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -814494.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -814516.875000 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -814516.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -814534.125000 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -814534.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -814546.562500 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -814546.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -814561.687500 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -814561.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -814573.750000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -814573.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -814584.062500 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -814584.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -814590.375000 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -814590.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -814600.750000 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -814600.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -814610.125000 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -814610.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -814618.062500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -814618.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -814626.000000 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -814626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -814634.875000 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -814634.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -814640.625000 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -814640.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -814646.562500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -814646.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -814655.687500 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -814655.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -814657.750000 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -814657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -814665.500000 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -814665.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -814669.000000 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -814669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -814677.187500 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -814677.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -814687.062500 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -814687.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -814697.687500 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -814697.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -814711.062500 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -814711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -814723.562500 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -814723.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -814738.312500 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -814738.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -814754.875000 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -814754.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -814772.312500 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -814772.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -814790.000000 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -814790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -814806.687500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -814806.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -814827.562500 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -814827.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -814850.062500 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -814850.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -814882.000000 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -814882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -814925.875000 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -814925.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -814981.000000 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -814981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -815050.875000 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -815050.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -815130.250000 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -815130.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -815227.312500 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -815227.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -815338.812500 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -815338.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -815459.625000 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -815459.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -815554.687500 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -815554.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -815626.312500 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -815626.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -815685.750000 Penalty: 4334.889648
	Iteration 49Q: 3 clusters Score -815685.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -815729.937500 Penalty: 4334.889648
	Iteration 50Q: 3 clusters Score -815729.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -815767.687500 Penalty: 4334.889648
	Iteration 51Q: 3 clusters Score -815767.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -815799.000000 Penalty: 4334.889648
	Iteration 52Q: 3 clusters Score -815799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -815829.687500 Penalty: 4334.889648
	Iteration 53Q: 3 clusters Score -815829.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -815859.500000 Penalty: 4334.889648
	Iteration 54Q: 3 clusters Score -815859.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -815878.437500 Penalty: 4334.889648
	Iteration 55Q: 3 clusters Score -815878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -815886.062500 Penalty: 4334.889648
	Iteration 56Q: 3 clusters Score -815886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -815888.937500 Penalty: 4334.889648
	Iteration 57Q: 3 clusters Score -815888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -815893.812500 Penalty: 4334.889648
	Iteration 58Q: 3 clusters Score -815893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -815899.437500 Penalty: 4334.889648
	Iteration 59Q: 3 clusters Score -815899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -815901.562500 Penalty: 4334.889648
	Iteration 60F: 3 clusters Score -815901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -815905.312500 Penalty: 4334.889648
	Iteration 61Q: 3 clusters Score -815905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -815905.000000 Penalty: 4334.889648
	Iteration 62Q: 3 clusters Score -815905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -815907.187500 Penalty: 4334.889648
	Iteration 63Q: 3 clusters Score -815907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -815910.125000 Penalty: 4334.889648
	Iteration 64Q: 3 clusters Score -815910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -815910.125000 Penalty: 4334.889648
	Iteration 65F: 3 clusters Score -815910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Entering Unmasked Estep 
Score: -2500284.000000 Penalty: 2394.922852
	Iteration 0F: 2 clusters Score -2500284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2489172.500000 Penalty: 4789.845703
	Iteration 0F: 3 clusters Score -2489172 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2494499.250000 Penalty: 4789.845703
	Iteration 1F: 3 clusters Score -2494499 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2497129.000000 Penalty: 4789.845703
	Iteration 2F: 3 clusters Score -2497129 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2502320.500000 Penalty: 4789.845703
	Iteration 3F: 3 clusters Score -2502320 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2505972.000000 Penalty: 4789.845703
	Iteration 4F: 3 clusters Score -2505972 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2506928.500000 Penalty: 4789.845703
	Iteration 5F: 3 clusters Score -2506928 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2507243.250000 Penalty: 4789.845703
	Iteration 6Q: 3 clusters Score -2507243 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2507419.250000 Penalty: 4789.845703
	Iteration 7Q: 3 clusters Score -2507419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2507523.500000 Penalty: 4789.845703
	Iteration 8Q: 3 clusters Score -2507524 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11983 members 
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12282 members 
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	Iteration 13Q: 3 clusters Score -2507888 nChanged 97
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Mstep: Class 2 contains 12347 members 
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	Iteration 15Q: 3 clusters Score -2507954 nChanged 50
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Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2507944 nChanged 41
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2507958 nChanged 30
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Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2507961 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2507978 nChanged 29
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Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2507992 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2508033 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2508056 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2508068 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2508067 nChanged 26
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2508084 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2508084 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2508075 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2508072 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2508078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2508079 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2508083 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2508090 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2508087 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2508090 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2508079 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2508084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2508089 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2508094 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2508089 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2508096 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2508090 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2508093 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2508084 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2508096 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2508104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2508102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2508098 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2508088 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2508101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2508096 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2508099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2508098 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2508107.750000 Penalty: 4789.845703
	Iteration 53Q: 3 clusters Score -2508108 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2508096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2508094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2508097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2508099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2508100.750000 Penalty: 4789.845703
	Iteration 58Q: 3 clusters Score -2508101 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2508094 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2508105.250000 Penalty: 4789.845703
	Iteration 60F: 3 clusters Score -2508105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2508100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2508100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2508098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2508102.750000 Penalty: 4789.845703
	Iteration 64Q: 3 clusters Score -2508103 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2508080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2508094 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2508100 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2508091.500000 Penalty: 4789.845703
	Iteration 68Q: 3 clusters Score -2508092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2508100 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2508092 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2508097 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2508105.250000 Penalty: 4789.845703
	Iteration 72Q: 3 clusters Score -2508105 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2508097.250000 Penalty: 4789.845703
	Iteration 73Q: 3 clusters Score -2508097 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2508089.000000 Penalty: 4789.845703
	Iteration 74Q: 3 clusters Score -2508089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2508091.000000 Penalty: 4789.845703
	Iteration 75Q: 3 clusters Score -2508091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2508089 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2508105.250000 Penalty: 4789.845703
	Iteration 77Q: 3 clusters Score -2508105 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2508094 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2508101.000000 Penalty: 4789.845703
	Iteration 79Q: 3 clusters Score -2508101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2508107.250000 Penalty: 4789.845703
	Iteration 80F: 3 clusters Score -2508107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2508102 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2508096 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2508111.250000 Penalty: 4789.845703
	Iteration 83Q: 3 clusters Score -2508111 nChanged 4
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2508112 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2508112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2508094 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -2508094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 15674 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Mstep: Class 58 contains 12673 members 
Entering Unmasked Estep 
Score: -134398176.000000 Penalty: 200264.656250
Splitting cluster 33 changes total score from -134364480.000000 to -134398176.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 34 (15674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15674 members 
Entering Unmasked Estep 
Score: -1935412.875000 Penalty: 2395.620117
	Iteration 0F: 2 clusters Score -1935413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1924043.250000 Penalty: 4791.240234
	Iteration 0F: 3 clusters Score -1924043 nChanged 6785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1928173.500000 Penalty: 4791.240234
	Iteration 1F: 3 clusters Score -1928174 nChanged 1342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1929582 nChanged 1450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1930981 nChanged 1496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1932605.250000 Penalty: 4791.240234
	Iteration 4F: 3 clusters Score -1932605 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1934014.250000 Penalty: 4791.240234
	Iteration 5F: 3 clusters Score -1934014 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1935105.000000 Penalty: 4791.240234
	Iteration 6F: 3 clusters Score -1935105 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1935966.500000 Penalty: 4791.240234
	Iteration 7Q: 3 clusters Score -1935966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1936489.750000 Penalty: 4791.240234
	Iteration 8Q: 3 clusters Score -1936490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1936712.375000 Penalty: 4791.240234
	Iteration 9Q: 3 clusters Score -1936712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1936792.625000 Penalty: 4791.240234
	Iteration 10Q: 3 clusters Score -1936793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1936815.375000 Penalty: 4791.240234
	Iteration 11Q: 3 clusters Score -1936815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1936830.750000 Penalty: 4791.240234
	Iteration 12Q: 3 clusters Score -1936831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1936838.500000 Penalty: 4791.240234
	Iteration 13Q: 3 clusters Score -1936838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1936850.750000 Penalty: 4791.240234
	Iteration 14Q: 3 clusters Score -1936851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1936855.250000 Penalty: 4791.240234
	Iteration 15Q: 3 clusters Score -1936855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1936858.750000 Penalty: 4791.240234
	Iteration 16Q: 3 clusters Score -1936859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1936859.750000 Penalty: 4791.240234
	Iteration 17Q: 3 clusters Score -1936860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1936863.250000 Penalty: 4791.240234
	Iteration 18Q: 3 clusters Score -1936863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1936866.500000 Penalty: 4791.240234
	Iteration 19Q: 3 clusters Score -1936866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1936864.625000 Penalty: 4791.240234
	Iteration 20F: 3 clusters Score -1936865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1936865.750000 Penalty: 4791.240234
	Iteration 21Q: 3 clusters Score -1936866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1936865.750000 Penalty: 4791.240234
	Iteration 22Q: 3 clusters Score -1936866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1936868.000000 Penalty: 4791.240234
	Iteration 23Q: 3 clusters Score -1936868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1936869.500000 Penalty: 4791.240234
	Iteration 24Q: 3 clusters Score -1936870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1936867.500000 Penalty: 4791.240234
	Iteration 25Q: 3 clusters Score -1936868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1936871.500000 Penalty: 4791.240234
	Iteration 26Q: 3 clusters Score -1936872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1936869.000000 Penalty: 4791.240234
	Iteration 27Q: 3 clusters Score -1936869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1936871.625000 Penalty: 4791.240234
	Iteration 28Q: 3 clusters Score -1936872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1936871.000000 Penalty: 4791.240234
	Iteration 29Q: 3 clusters Score -1936871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1936871.000000 Penalty: 4791.240234
	Iteration 30F: 3 clusters Score -1936871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 6814 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Mstep: Class 58 contains 12673 members 
Mstep: Class 59 contains 13817 members 
Entering Unmasked Estep 
Score: -134398544.000000 Penalty: 203717.484375
Splitting cluster 34 changes total score from -134364480.000000 to -134398544.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -816055.937500 Penalty: 2189.030273
	Iteration 0F: 2 clusters Score -816055.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -810412.937500 Penalty: 4378.060547
	Iteration 0F: 3 clusters Score -810412.9 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -812403.312500 Penalty: 4378.060547
	Iteration 1F: 3 clusters Score -812403.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -813331.875000 Penalty: 4378.060547
	Iteration 2F: 3 clusters Score -813331.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -814326.812500 Penalty: 4378.060547
	Iteration 3F: 3 clusters Score -814326.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -815263.687500 Penalty: 4378.060547
	Iteration 4F: 3 clusters Score -815263.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -815927.312500 Penalty: 4378.060547
	Iteration 5F: 3 clusters Score -815927.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -816420.937500 Penalty: 4378.060547
	Iteration 6F: 3 clusters Score -816420.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -816741.750000 Penalty: 4378.060547
	Iteration 7F: 3 clusters Score -816741.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -816918.687500 Penalty: 4378.060547
	Iteration 8Q: 3 clusters Score -816918.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -817025.437500 Penalty: 4378.060547
	Iteration 9Q: 3 clusters Score -817025.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -817104.000000 Penalty: 4378.060547
	Iteration 10Q: 3 clusters Score -817104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -817172.687500 Penalty: 4378.060547
	Iteration 11Q: 3 clusters Score -817172.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -817224.812500 Penalty: 4378.060547
	Iteration 12Q: 3 clusters Score -817224.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -817261.062500 Penalty: 4378.060547
	Iteration 13Q: 3 clusters Score -817261.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -817294.187500 Penalty: 4378.060547
	Iteration 14Q: 3 clusters Score -817294.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -817317.750000 Penalty: 4378.060547
	Iteration 15Q: 3 clusters Score -817317.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -817336.062500 Penalty: 4378.060547
	Iteration 16Q: 3 clusters Score -817336.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -817348.500000 Penalty: 4378.060547
	Iteration 17Q: 3 clusters Score -817348.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -817356.562500 Penalty: 4378.060547
	Iteration 18Q: 3 clusters Score -817356.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -817370.937500 Penalty: 4378.060547
	Iteration 19Q: 3 clusters Score -817370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -817390.250000 Penalty: 4378.060547
	Iteration 20F: 3 clusters Score -817390.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -817406.375000 Penalty: 4378.060547
	Iteration 21Q: 3 clusters Score -817406.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -817421.812500 Penalty: 4378.060547
	Iteration 22Q: 3 clusters Score -817421.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -817440.125000 Penalty: 4378.060547
	Iteration 23Q: 3 clusters Score -817440.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -817450.625000 Penalty: 4378.060547
	Iteration 24Q: 3 clusters Score -817450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -817460.812500 Penalty: 4378.060547
	Iteration 25Q: 3 clusters Score -817460.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -817466.500000 Penalty: 4378.060547
	Iteration 26Q: 3 clusters Score -817466.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -817470.437500 Penalty: 4378.060547
	Iteration 27Q: 3 clusters Score -817470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -817476.750000 Penalty: 4378.060547
	Iteration 28Q: 3 clusters Score -817476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -817485.062500 Penalty: 4378.060547
	Iteration 29Q: 3 clusters Score -817485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -817492.875000 Penalty: 4378.060547
	Iteration 30Q: 3 clusters Score -817492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -817501.625000 Penalty: 4378.060547
	Iteration 31Q: 3 clusters Score -817501.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -817510.375000 Penalty: 4378.060547
	Iteration 32Q: 3 clusters Score -817510.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -817524.250000 Penalty: 4378.060547
	Iteration 33Q: 3 clusters Score -817524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -817530.937500 Penalty: 4378.060547
	Iteration 34Q: 3 clusters Score -817530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -817538.562500 Penalty: 4378.060547
	Iteration 35Q: 3 clusters Score -817538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -817547.375000 Penalty: 4378.060547
	Iteration 36Q: 3 clusters Score -817547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -817560.375000 Penalty: 4378.060547
	Iteration 37Q: 3 clusters Score -817560.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -817595.187500 Penalty: 4378.060547
	Iteration 38Q: 3 clusters Score -817595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -817631.812500 Penalty: 4378.060547
	Iteration 39Q: 3 clusters Score -817631.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -817668.437500 Penalty: 4378.060547
	Iteration 40F: 3 clusters Score -817668.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -817724.875000 Penalty: 4378.060547
	Iteration 41Q: 3 clusters Score -817724.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -817787.937500 Penalty: 4378.060547
	Iteration 42Q: 3 clusters Score -817787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -817832.875000 Penalty: 4378.060547
	Iteration 43Q: 3 clusters Score -817832.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -817861.812500 Penalty: 4378.060547
	Iteration 44Q: 3 clusters Score -817861.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -817881.187500 Penalty: 4378.060547
	Iteration 45Q: 3 clusters Score -817881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -817896.125000 Penalty: 4378.060547
	Iteration 46Q: 3 clusters Score -817896.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -817911.937500 Penalty: 4378.060547
	Iteration 47Q: 3 clusters Score -817911.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -817941.250000 Penalty: 4378.060547
	Iteration 48Q: 3 clusters Score -817941.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -818007.000000 Penalty: 4378.060547
	Iteration 49Q: 3 clusters Score -818007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -818249.937500 Penalty: 4378.060547
	Iteration 50Q: 3 clusters Score -818249.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -818818.375000 Penalty: 4378.060547
	Iteration 51Q: 3 clusters Score -818818.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -819387.312500 Penalty: 4378.060547
	Iteration 52Q: 3 clusters Score -819387.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -819537.125000 Penalty: 4378.060547
	Iteration 53Q: 3 clusters Score -819537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -819548.625000 Penalty: 4378.060547
	Iteration 54Q: 3 clusters Score -819548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -819554.062500 Penalty: 4378.060547
	Iteration 55Q: 3 clusters Score -819554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -819555.187500 Penalty: 4378.060547
	Iteration 56F: 3 clusters Score -819555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -819553.000000 Penalty: 4378.060547
	Iteration 57Q: 3 clusters Score -819553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -819552.312500 Penalty: 4378.060547
	Iteration 58Q: 3 clusters Score -819552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -819555.000000 Penalty: 4378.060547
	Iteration 59Q: 3 clusters Score -819555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -819555.000000 Penalty: 4378.060547
	Iteration 60F: 3 clusters Score -819555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 15019 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Mstep: Class 58 contains 12673 members 
Mstep: Class 59 contains 13817 members 
Mstep: Class 60 contains 1468 members 
Entering Unmasked Estep 
Score: -134400432.000000 Penalty: 207170.328125
Splitting cluster 35 changes total score from -134364480.000000 to -134400432.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 36 (15019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Entering Unmasked Estep 
Score: -1822396.000000 Penalty: 2385.033691
	Iteration 0F: 2 clusters Score -1822396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1811419.375000 Penalty: 4770.067383
	Iteration 0F: 3 clusters Score -1811419 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1815163.750000 Penalty: 4770.067383
	Iteration 1F: 3 clusters Score -1815164 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1815851.375000 Penalty: 4770.067383
	Iteration 2F: 3 clusters Score -1815851 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1816637.500000 Penalty: 4770.067383
	Iteration 3F: 3 clusters Score -1816638 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1817482.875000 Penalty: 4770.067383
	Iteration 4F: 3 clusters Score -1817483 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1818248.625000 Penalty: 4770.067383
	Iteration 5F: 3 clusters Score -1818249 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1818866.375000 Penalty: 4770.067383
	Iteration 6F: 3 clusters Score -1818866 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1819405.500000 Penalty: 4770.067383
	Iteration 7F: 3 clusters Score -1819406 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1819866.750000 Penalty: 4770.067383
	Iteration 8Q: 3 clusters Score -1819867 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1820364.000000 Penalty: 4770.067383
	Iteration 9Q: 3 clusters Score -1820364 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1821018.500000 Penalty: 4770.067383
	Iteration 10Q: 3 clusters Score -1821018 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1821969.750000 Penalty: 4770.067383
	Iteration 11Q: 3 clusters Score -1821970 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1822840.000000 Penalty: 4770.067383
	Iteration 12Q: 3 clusters Score -1822840 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1823341.125000 Penalty: 4770.067383
	Iteration 13Q: 3 clusters Score -1823341 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1823732.375000 Penalty: 4770.067383
	Iteration 14Q: 3 clusters Score -1823732 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1824222.875000 Penalty: 4770.067383
	Iteration 15Q: 3 clusters Score -1824223 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1824885.125000 Penalty: 4770.067383
	Iteration 16Q: 3 clusters Score -1824885 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1825671.625000 Penalty: 4770.067383
	Iteration 17Q: 3 clusters Score -1825672 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1826140.125000 Penalty: 4770.067383
	Iteration 18Q: 3 clusters Score -1826140 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1826310.250000 Penalty: 4770.067383
	Iteration 19Q: 3 clusters Score -1826310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1826349.125000 Penalty: 4770.067383
	Iteration 20F: 3 clusters Score -1826349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1826349.125000 Penalty: 4770.067383
	Iteration 21Q: 3 clusters Score -1826349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1826367.500000 Penalty: 4770.067383
	Iteration 22Q: 3 clusters Score -1826368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1826370.875000 Penalty: 4770.067383
	Iteration 23Q: 3 clusters Score -1826371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1826373.500000 Penalty: 4770.067383
	Iteration 24Q: 3 clusters Score -1826374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1826373.250000 Penalty: 4770.067383
	Iteration 25Q: 3 clusters Score -1826373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1826373.000000 Penalty: 4770.067383
	Iteration 26Q: 3 clusters Score -1826373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1826373.000000 Penalty: 4770.067383
	Iteration 27F: 3 clusters Score -1826373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 6319 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Mstep: Class 58 contains 12673 members 
Mstep: Class 59 contains 13817 members 
Mstep: Class 60 contains 1468 members 
Mstep: Class 61 contains 8700 members 
Entering Unmasked Estep 
Score: -134403152.000000 Penalty: 210623.171875
Splitting cluster 36 changes total score from -134364480.000000 to -134403152.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 37 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1943724.750000 Penalty: 2394.938721
	Iteration 0F: 2 clusters Score -1943725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1932461.125000 Penalty: 4789.877441
	Iteration 0F: 3 clusters Score -1932461 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1936040.375000 Penalty: 4789.877441
	Iteration 1F: 3 clusters Score -1936040 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1936426.250000 Penalty: 4789.877441
	Iteration 2F: 3 clusters Score -1936426 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1936762.250000 Penalty: 4789.877441
	Iteration 3Q: 3 clusters Score -1936762 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1937076.625000 Penalty: 4789.877441
	Iteration 4Q: 3 clusters Score -1937077 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1937370.000000 Penalty: 4789.877441
	Iteration 5Q: 3 clusters Score -1937370 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1937676.250000 Penalty: 4789.877441
	Iteration 6Q: 3 clusters Score -1937676 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1937985.125000 Penalty: 4789.877441
	Iteration 7Q: 3 clusters Score -1937985 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1938251.250000 Penalty: 4789.877441
	Iteration 8Q: 3 clusters Score -1938251 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1938523.375000 Penalty: 4789.877441
	Iteration 9Q: 3 clusters Score -1938523 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1938832.875000 Penalty: 4789.877441
	Iteration 10Q: 3 clusters Score -1938833 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1939203.125000 Penalty: 4789.877441
	Iteration 11Q: 3 clusters Score -1939203 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1939630.000000 Penalty: 4789.877441
	Iteration 12Q: 3 clusters Score -1939630 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1940155.125000 Penalty: 4789.877441
	Iteration 13Q: 3 clusters Score -1940155 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1940725.500000 Penalty: 4789.877441
	Iteration 14Q: 3 clusters Score -1940726 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1941254.000000 Penalty: 4789.877441
	Iteration 15Q: 3 clusters Score -1941254 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1941585.375000 Penalty: 4789.877441
	Iteration 16Q: 3 clusters Score -1941585 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1941759.875000 Penalty: 4789.877441
	Iteration 17Q: 3 clusters Score -1941760 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1941893.375000 Penalty: 4789.877441
	Iteration 18Q: 3 clusters Score -1941893 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1942053.000000 Penalty: 4789.877441
	Iteration 19Q: 3 clusters Score -1942053 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1942250.000000 Penalty: 4789.877441
	Iteration 20F: 3 clusters Score -1942250 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1942516.750000 Penalty: 4789.877441
	Iteration 21Q: 3 clusters Score -1942517 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1942883.750000 Penalty: 4789.877441
	Iteration 22Q: 3 clusters Score -1942884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1943336.125000 Penalty: 4789.877441
	Iteration 23Q: 3 clusters Score -1943336 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1943946.000000 Penalty: 4789.877441
	Iteration 24Q: 3 clusters Score -1943946 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1944544.875000 Penalty: 4789.877441
	Iteration 25Q: 3 clusters Score -1944545 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1944793.125000 Penalty: 4789.877441
	Iteration 26Q: 3 clusters Score -1944793 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1944858.000000 Penalty: 4789.877441
	Iteration 27Q: 3 clusters Score -1944858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1944875.500000 Penalty: 4789.877441
	Iteration 28Q: 3 clusters Score -1944876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1944878.125000 Penalty: 4789.877441
	Iteration 29Q: 3 clusters Score -1944878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1944881.000000 Penalty: 4789.877441
	Iteration 30Q: 3 clusters Score -1944881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1944883.000000 Penalty: 4789.877441
	Iteration 31Q: 3 clusters Score -1944883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1944879.625000 Penalty: 4789.877441
	Iteration 32Q: 3 clusters Score -1944880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1944879.625000 Penalty: 4789.877441
	Iteration 33F: 3 clusters Score -1944880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 6319 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 35928 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 6347 members 
Mstep: Class 42 contains 2722 members 
Mstep: Class 43 contains 2816 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 4374 members 
Mstep: Class 46 contains 8475 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 5980 members 
Mstep: Class 49 contains 1002 members 
Mstep: Class 50 contains 1360 members 
Mstep: Class 51 contains 6487 members 
Mstep: Class 52 contains 3922 members 
Mstep: Class 53 contains 5706 members 
Mstep: Class 54 contains 20700 members 
Mstep: Class 55 contains 8526 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 7469 members 
Mstep: Class 58 contains 12673 members 
Mstep: Class 59 contains 13817 members 
Mstep: Class 60 contains 1468 members 
Mstep: Class 61 contains 8700 members 
Mstep: Class 62 contains 11938 members 
Entering Unmasked Estep 
Score: -134403264.000000 Penalty: 214076.000000
Splitting cluster 37 changes total score from -134364480.000000 to -134403264.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 38 (35928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Entering Unmasked Estep 
Score: -4536843.000000 Penalty: 2601.339600
	Iteration 0F: 2 clusters Score -4536843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4512535.500000 Penalty: 5202.679199
	Iteration 0F: 3 clusters Score -4512536 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4521238.500000 Penalty: 5202.679199
	Iteration 1F: 3 clusters Score -4521238 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4521635.000000 Penalty: 5202.679199
	Iteration 2Q: 3 clusters Score -4521635 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4521945.000000 Penalty: 5202.679199
	Iteration 3Q: 3 clusters Score -4521945 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4522233.500000 Penalty: 5202.679199
	Iteration 4Q: 3 clusters Score -4522234 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4522514.000000 Penalty: 5202.679199
	Iteration 5Q: 3 clusters Score -4522514 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4522882.500000 Penalty: 5202.679199
	Iteration 6Q: 3 clusters Score -4522882 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4523309.000000 Penalty: 5202.679199
	Iteration 7Q: 3 clusters Score -4523309 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4523857.000000 Penalty: 5202.679199
	Iteration 8Q: 3 clusters Score -4523857 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4524533.000000 Penalty: 5202.679199
	Iteration 9Q: 3 clusters Score -4524533 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4525429.000000 Penalty: 5202.679199
	Iteration 10Q: 3 clusters Score -4525429 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4526487.500000 Penalty: 5202.679199
	Iteration 11F: 3 clusters Score -4526488 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4527685.500000 Penalty: 5202.679199
	Iteration 12F: 3 clusters Score -4527686 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4528923.000000 Penalty: 5202.679199
	Iteration 13F: 3 clusters Score -4528923 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4530049.000000 Penalty: 5202.679199
	Iteration 14Q: 3 clusters Score -4530049 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4531077.000000 Penalty: 5202.679199
	Iteration 15Q: 3 clusters Score -4531077 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4531823.000000 Penalty: 5202.679199
	Iteration 16Q: 3 clusters Score -4531823 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4532178.000000 Penalty: 5202.679199
	Iteration 17Q: 3 clusters Score -4532178 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4532401.500000 Penalty: 5202.679199
	Iteration 18Q: 3 clusters Score -4532402 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4532542.000000 Penalty: 5202.679199
	Iteration 19Q: 3 clusters Score -4532542 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4532645.000000 Penalty: 5202.679199
	Iteration 20F: 3 clusters Score -4532645 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4532762.500000 Penalty: 5202.679199
	Iteration 21Q: 3 clusters Score -4532762 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4532868.500000 Penalty: 5202.679199
	Iteration 22Q: 3 clusters Score -4532868 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -4532941.500000 Penalty: 5202.679199
	Iteration 23Q: 3 clusters Score -4532942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4533032.000000 Penalty: 5202.679199
	Iteration 24Q: 3 clusters Score -4533032 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4533085.000000 Penalty: 5202.679199
	Iteration 25Q: 3 clusters Score -4533085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4533137.500000 Penalty: 5202.679199
	Iteration 26Q: 3 clusters Score -4533138 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4533174.500000 Penalty: 5202.679199
	Iteration 27Q: 3 clusters Score -4533174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4533236.500000 Penalty: 5202.679199
	Iteration 28Q: 3 clusters Score -4533236 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4533284.500000 Penalty: 5202.679199
	Iteration 29Q: 3 clusters Score -4533284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4533327.500000 Penalty: 5202.679199
	Iteration 30Q: 3 clusters Score -4533328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4533353.000000 Penalty: 5202.679199
	Iteration 31Q: 3 clusters Score -4533353 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4533392.000000 Penalty: 5202.679199
	Iteration 32Q: 3 clusters Score -4533392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4533439.500000 Penalty: 5202.679199
	Iteration 33Q: 3 clusters Score -4533440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4533490.000000 Penalty: 5202.679199
	Iteration 34Q: 3 clusters Score -4533490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4533511.000000 Penalty: 5202.679199
	Iteration 35Q: 3 clusters Score -4533511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4533559.000000 Penalty: 5202.679199
	Iteration 36Q: 3 clusters Score -4533559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4533609.500000 Penalty: 5202.679199
	Iteration 37Q: 3 clusters Score -4533610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -4533654.000000 Penalty: 5202.679199
	Iteration 38Q: 3 clusters Score -4533654 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4533660.500000 Penalty: 5202.679199
	Iteration 39Q: 3 clusters Score -4533660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4533692.500000 Penalty: 5202.679199
	Iteration 40F: 3 clusters Score -4533692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4533738.500000 Penalty: 5202.679199
	Iteration 41Q: 3 clusters Score -4533738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4533765.000000 Penalty: 5202.679199
	Iteration 42Q: 3 clusters Score -4533765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4533794.500000 Penalty: 5202.679199
	Iteration 43Q: 3 clusters Score -4533794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4533808.500000 Penalty: 5202.679199
	Iteration 44Q: 3 clusters Score -4533808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4533824.000000 Penalty: 5202.679199
	Iteration 45Q: 3 clusters Score -4533824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4533836.000000 Penalty: 5202.679199
	Iteration 46Q: 3 clusters Score -4533836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4533889.500000 Penalty: 5202.679199
	Iteration 47Q: 3 clusters Score -4533890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4533896.500000 Penalty: 5202.679199
	Iteration 48Q: 3 clusters Score -4533896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4533938.500000 Penalty: 5202.679199
	Iteration 49Q: 3 clusters Score -4533938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4533956.500000 Penalty: 5202.679199
	Iteration 50Q: 3 clusters Score -4533956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4533984.000000 Penalty: 5202.679199
	Iteration 51Q: 3 clusters Score -4533984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4534005.500000 Penalty: 5202.679199
	Iteration 52Q: 3 clusters Score -4534006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4534041.500000 Penalty: 5202.679199
	Iteration 53Q: 3 clusters Score -4534042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4534080.500000 Penalty: 5202.679199
	Iteration 54Q: 3 clusters Score -4534080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4534114.000000 Penalty: 5202.679199
	Iteration 55Q: 3 clusters Score -4534114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4534153.000000 Penalty: 5202.679199
	Iteration 56Q: 3 clusters Score -4534153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4534197.500000 Penalty: 5202.679199
	Iteration 57Q: 3 clusters Score -4534198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4534224.500000 Penalty: 5202.679199
	Iteration 58Q: 3 clusters Score -4534224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4534239.000000 Penalty: 5202.679199
	Iteration 59Q: 3 clusters Score -4534239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4534266.500000 Penalty: 5202.679199
	Iteration 60F: 3 clusters Score -4534266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4534286.500000 Penalty: 5202.679199
	Iteration 61Q: 3 clusters Score -4534286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4534285.000000 Penalty: 5202.679199
	Iteration 62Q: 3 clusters Score -4534285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4534296.500000 Penalty: 5202.679199
	Iteration 63Q: 3 clusters Score -4534296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4534313.500000 Penalty: 5202.679199
	Iteration 64Q: 3 clusters Score -4534314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4534327.500000 Penalty: 5202.679199
	Iteration 65Q: 3 clusters Score -4534328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4534348.000000 Penalty: 5202.679199
	Iteration 66Q: 3 clusters Score -4534348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4534356.500000 Penalty: 5202.679199
	Iteration 67Q: 3 clusters Score -4534356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4534380.500000 Penalty: 5202.679199
	Iteration 68Q: 3 clusters Score -4534380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4534410.500000 Penalty: 5202.679199
	Iteration 69Q: 3 clusters Score -4534410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4534429.500000 Penalty: 5202.679199
	Iteration 70Q: 3 clusters Score -4534430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4534449.000000 Penalty: 5202.679199
	Iteration 71Q: 3 clusters Score -4534449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4534467.500000 Penalty: 5202.679199
	Iteration 72Q: 3 clusters Score -4534468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4534490.500000 Penalty: 5202.679199
	Iteration 73Q: 3 clusters Score -4534490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4534497.000000 Penalty: 5202.679199
	Iteration 74Q: 3 clusters Score -4534497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4534501.000000 Penalty: 5202.679199
	Iteration 75Q: 3 clusters Score -4534501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4534501.500000 Penalty: 5202.679199
	Iteration 76Q: 3 clusters Score -4534502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4534518.500000 Penalty: 5202.679199
	Iteration 77Q: 3 clusters Score -4534518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4534531.500000 Penalty: 5202.679199
	Iteration 78Q: 3 clusters Score -4534532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4534537.000000 Penalty: 5202.679199
	Iteration 79Q: 3 clusters Score -4534537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4534535.500000 Penalty: 5202.679199
	Iteration 80F: 3 clusters Score -4534536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4534538.500000 Penalty: 5202.679199
	Iteration 81Q: 3 clusters Score -4534538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4534543.500000 Penalty: 5202.679199
	Iteration 82Q: 3 clusters Score -4534544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4534556.000000 Penalty: 5202.679199
	Iteration 83Q: 3 clusters Score -4534556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4534567.500000 Penalty: 5202.679199
	Iteration 84Q: 3 clusters Score -4534568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4534571.000000 Penalty: 5202.679199
	Iteration 85Q: 3 clusters Score -4534571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4534576.500000 Penalty: 5202.679199
	Iteration 86Q: 3 clusters Score -4534576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4534572.000000 Penalty: 5202.679199
	Iteration 87Q: 3 clusters Score -4534572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4534564.000000 Penalty: 5202.679199
	Iteration 88Q: 3 clusters Score -4534564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -4534565.500000 Penalty: 5202.679199
	Iteration 89Q: 3 clusters Score -4534566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4534572.000000 Penalty: 5202.679199
	Iteration 90Q: 3 clusters Score -4534572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4534566.500000 Penalty: 5202.679199
	Iteration 91Q: 3 clusters Score -4534566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4534568.000000 Penalty: 5202.679199
	Iteration 92Q: 3 clusters Score -4534568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -4534564.500000 Penalty: 5202.679199
	Iteration 93Q: 3 clusters Score -4534564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4534563.500000 Penalty: 5202.679199
	Iteration 94Q: 3 clusters Score -4534564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4534569.500000 Penalty: 5202.679199
	Iteration 95Q: 3 clusters Score -4534570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4534571.500000 Penalty: 5202.679199
	Iteration 96Q: 3 clusters Score -4534572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4534571.500000 Penalty: 5202.679199
	Iteration 97Q: 3 clusters Score -4534572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4534572.500000 Penalty: 5202.679199
	Iteration 98Q: 3 clusters Score -4534572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4534578.500000 Penalty: 5202.679199
	Iteration 99Q: 3 clusters Score -4534578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4534573.500000 Penalty: 5202.679199
	Iteration 100F: 3 clusters Score -4534574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4534575.500000 Penalty: 5202.679199
	Iteration 101Q: 3 clusters Score -4534576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4534580.000000 Penalty: 5202.679199
	Iteration 102Q: 3 clusters Score -4534580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4534582.000000 Penalty: 5202.679199
	Iteration 103Q: 3 clusters Score -4534582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4534576.500000 Penalty: 5202.679199
	Iteration 104Q: 3 clusters Score -4534576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4534582.000000 Penalty: 5202.679199
	Iteration 105Q: 3 clusters Score -4534582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4534586.500000 Penalty: 5202.679199
	Iteration 106Q: 3 clusters Score -4534586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4534595.000000 Penalty: 5202.679199
	Iteration 107Q: 3 clusters Score -4534595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4534595.000000 Penalty: 5202.679199
	Iteration 108Q: 3 clusters Score -4534595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4534593.000000 Penalty: 5202.679199
	Iteration 109Q: 3 clusters Score -4534593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4534591.500000 Penalty: 5202.679199
	Iteration 110Q: 3 clusters Score -4534592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4534597.500000 Penalty: 5202.679199
	Iteration 111Q: 3 clusters Score -4534598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4534595.000000 Penalty: 5202.679199
	Iteration 112Q: 3 clusters Score -4534595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4534600.000000 Penalty: 5202.679199
	Iteration 113Q: 3 clusters Score -4534600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4534600.000000 Penalty: 5202.679199
	Iteration 114Q: 3 clusters Score -4534600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4534602.000000 Penalty: 5202.679199
	Iteration 115Q: 3 clusters Score -4534602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4534602.000000 Penalty: 5202.679199
	Iteration 116Q: 3 clusters Score -4534602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4534603.000000 Penalty: 5202.679199
	Iteration 117Q: 3 clusters Score -4534603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4534600.000000 Penalty: 5202.679199
	Iteration 118Q: 3 clusters Score -4534600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4534601.000000 Penalty: 5202.679199
	Iteration 119Q: 3 clusters Score -4534601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4534608.500000 Penalty: 5202.679199
	Iteration 120F: 3 clusters Score -4534608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4534600.000000 Penalty: 5202.679199
	Iteration 121Q: 3 clusters Score -4534600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4534605.500000 Penalty: 5202.679199
	Iteration 122Q: 3 clusters Score -4534606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4534605.000000 Penalty: 5202.679199
	Iteration 123Q: 3 clusters Score -4534605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4534601.000000 Penalty: 5202.679199
	Iteration 124Q: 3 clusters Score -4534601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4534594.000000 Penalty: 5202.679199
	Iteration 125Q: 3 clusters Score -4534594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4534603.000000 Penalty: 5202.679199
	Iteration 126Q: 3 clusters Score -4534603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4534603.500000 Penalty: 5202.679199
	Iteration 127Q: 3 clusters Score -4534604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4534602.000000 Penalty: 5202.679199
	Iteration 128Q: 3 clusters Score -4534602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4534607.000000 Penalty: 5202.679199
	Iteration 129Q: 3 clusters Score -4534607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4534616.000000 Penalty: 5202.679199
	Iteration 130Q: 3 clusters Score -4534616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4534623.000000 Penalty: 5202.679199
	Iteration 131Q: 3 clusters Score -4534623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4534619.500000 Penalty: 5202.679199
	Iteration 132Q: 3 clusters Score -4534620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4534622.500000 Penalty: 5202.679199
	Iteration 133Q: 3 clusters Score -4534622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4534629.000000 Penalty: 5202.679199
	Iteration 134Q: 3 clusters Score -4534629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4534629.000000 Penalty: 5202.679199
	Iteration 135Q: 3 clusters Score -4534629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4534632.000000 Penalty: 5202.679199
	Iteration 136Q: 3 clusters Score -4534632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4534633.500000 Penalty: 5202.679199
	Iteration 137Q: 3 clusters Score -4534634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4534636.000000 Penalty: 5202.679199
	Iteration 138Q: 3 clusters Score -4534636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4534641.000000 Penalty: 5202.679199
	Iteration 139Q: 3 clusters Score -4534641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4534645.000000 Penalty: 5202.679199
	Iteration 140F: 3 clusters Score -4534645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4534652.500000 Penalty: 5202.679199
	Iteration 141Q: 3 clusters Score -4534652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4534648.000000 Penalty: 5202.679199
	Iteration 142Q: 3 clusters Score -4534648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4534651.000000 Penalty: 5202.679199
	Iteration 143Q: 3 clusters Score -4534651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4534648.500000 Penalty: 5202.679199
	Iteration 144Q: 3 clusters Score -4534648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4534648.000000 Penalty: 5202.679199
	Iteration 145Q: 3 clusters Score -4534648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -4534650.000000 Penalty: 5202.679199
	Iteration 146Q: 3 clusters Score -4534650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4534649.000000 Penalty: 5202.679199
	Iteration 147Q: 3 clusters Score -4534649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4534650.500000 Penalty: 5202.679199
	Iteration 148Q: 3 clusters Score -4534650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4534650.500000 Penalty: 5202.679199
	Iteration 149Q: 3 clusters Score -4534650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4534656.500000 Penalty: 5202.679199
	Iteration 150Q: 3 clusters Score -4534656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4534656.500000 Penalty: 5202.679199
	Iteration 151F: 3 clusters Score -4534656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 138392 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 33082 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 240753 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 34903 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 83291 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 39271 members 
Mstep: Class 26 contains 76473 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 11705 members 
Mstep: Class 31 contains 20194 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 6319 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 35928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134419472.000000 Penalty: 214076.000000
Iteration 79Q: 63 clusters Score -1.344195e+08 nChanged 25765
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 35953 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 138703 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 36584 members 
Mstep: Class 10 contains 33456 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 5664 members 
Mstep: Class 13 contains 241004 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 47036 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 17 contains 35149 members 
Mstep: Class 18 contains 1405 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 82219 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 6392 members 
Mstep: Class 24 contains 25130 members 
Mstep: Class 25 contains 40976 members 
Mstep: Class 26 contains 75633 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 5222 members 
Mstep: Class 29 contains 5329 members 
Mstep: Class 30 contains 11504 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 1980 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 6190 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 36024 members 
Mstep: Class 39 contains 4381 members 
Mstep: Class 40 contains 676 members 
Mstep: Class 41 contains 6124 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2791 members 
Mstep: Class 44 contains 2381 members 
Mstep: Class 45 contains 4208 members 
Mstep: Class 46 contains 8005 members 
Mstep: Class 47 contains 1902 members 
Mstep: Class 48 contains 5792 members 
Mstep: Class 49 contains 990 members 
Mstep: Class 50 contains 1359 members 
Mstep: Class 51 contains 6259 members 
Mstep: Class 52 contains 3639 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 19515 members 
Mstep: Class 55 contains 7990 members 
Mstep: Class 56 contains 3718 members 
Mstep: Class 57 contains 7214 members 
Mstep: Class 58 contains 12409 members 
Mstep: Class 59 contains 13370 members 
Mstep: Class 60 contains 1448 members 
Mstep: Class 61 contains 8710 members 
Mstep: Class 62 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134435168.000000 Penalty: 214076.000000
Iteration 80F: 63 clusters Score -1.344352e+08 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 35495 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 138170 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 36246 members 
Mstep: Class 10 contains 33556 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 240831 members 
Mstep: Class 14 contains 1222 members 
Mstep: Class 15 contains 47250 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 34536 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 80885 members 
Mstep: Class 22 contains 13922 members 
Mstep: Class 23 contains 6447 members 
Mstep: Class 24 contains 24849 members 
Mstep: Class 25 contains 41825 members 
Mstep: Class 26 contains 74885 members 
Mstep: Class 27 contains 5898 members 
Mstep: Class 28 contains 5263 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 11269 members 
Mstep: Class 31 contains 19925 members 
Mstep: Class 32 contains 6283 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 1952 members 
Mstep: Class 35 contains 5374 members 
Mstep: Class 36 contains 6124 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 36146 members 
Mstep: Class 39 contains 4453 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 6329 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2782 members 
Mstep: Class 44 contains 2493 members 
Mstep: Class 45 contains 4226 members 
Mstep: Class 46 contains 8184 members 
Mstep: Class 47 contains 2076 members 
Mstep: Class 48 contains 5721 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1448 members 
Mstep: Class 51 contains 6573 members 
Mstep: Class 52 contains 3720 members 
Mstep: Class 53 contains 6216 members 
Mstep: Class 54 contains 20633 members 
Mstep: Class 55 contains 7950 members 
Mstep: Class 56 contains 3909 members 
Mstep: Class 57 contains 7370 members 
Mstep: Class 58 contains 12246 members 
Mstep: Class 59 contains 13430 members 
Mstep: Class 60 contains 1458 members 
Mstep: Class 61 contains 9056 members 
Mstep: Class 62 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134443056.000000 Penalty: 214076.000000
Iteration 81Q: 63 clusters Score -1.344431e+08 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 35192 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 5934 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 137801 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 36078 members 
Mstep: Class 10 contains 33677 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 5924 members 
Mstep: Class 13 contains 240762 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 47491 members 
Mstep: Class 16 contains 3442 members 
Mstep: Class 17 contains 34075 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 79746 members 
Mstep: Class 22 contains 13876 members 
Mstep: Class 23 contains 6593 members 
Mstep: Class 24 contains 24585 members 
Mstep: Class 25 contains 42701 members 
Mstep: Class 26 contains 74256 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 5317 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 11103 members 
Mstep: Class 31 contains 19490 members 
Mstep: Class 32 contains 6297 members 
Mstep: Class 33 contains 3125 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 5381 members 
Mstep: Class 36 contains 6079 members 
Mstep: Class 37 contains 3679 members 
Mstep: Class 38 contains 36281 members 
Mstep: Class 39 contains 4474 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 6439 members 
Mstep: Class 42 contains 2669 members 
Mstep: Class 43 contains 2775 members 
Mstep: Class 44 contains 2561 members 
Mstep: Class 45 contains 4231 members 
Mstep: Class 46 contains 8218 members 
Mstep: Class 47 contains 2208 members 
Mstep: Class 48 contains 5614 members 
Mstep: Class 49 contains 986 members 
Mstep: Class 50 contains 1488 members 
Mstep: Class 51 contains 6816 members 
Mstep: Class 52 contains 3630 members 
Mstep: Class 53 contains 6800 members 
Mstep: Class 54 contains 21295 members 
Mstep: Class 55 contains 7821 members 
Mstep: Class 56 contains 3974 members 
Mstep: Class 57 contains 7424 members 
Mstep: Class 58 contains 12102 members 
Mstep: Class 59 contains 13454 members 
Mstep: Class 60 contains 1457 members 
Mstep: Class 61 contains 9362 members 
Mstep: Class 62 contains 11749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134445872.000000 Penalty: 214076.000000
Iteration 82Q: 63 clusters Score -1.344459e+08 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 34970 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 137526 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 8059 members 
Mstep: Class 9 contains 36036 members 
Mstep: Class 10 contains 33778 members 
Mstep: Class 11 contains 3441 members 
Mstep: Class 12 contains 6039 members 
Mstep: Class 13 contains 240688 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 47685 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 7200 members 
Mstep: Class 21 contains 78780 members 
Mstep: Class 22 contains 13858 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 24403 members 
Mstep: Class 25 contains 43391 members 
Mstep: Class 26 contains 73721 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 11006 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 6319 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 5387 members 
Mstep: Class 36 contains 6037 members 
Mstep: Class 37 contains 3671 members 
Mstep: Class 38 contains 36406 members 
Mstep: Class 39 contains 4479 members 
Mstep: Class 40 contains 729 members 
Mstep: Class 41 contains 6535 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2770 members 
Mstep: Class 44 contains 2628 members 
Mstep: Class 45 contains 4244 members 
Mstep: Class 46 contains 8212 members 
Mstep: Class 47 contains 2296 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 986 members 
Mstep: Class 50 contains 1515 members 
Mstep: Class 51 contains 7053 members 
Mstep: Class 52 contains 3523 members 
Mstep: Class 53 contains 7247 members 
Mstep: Class 54 contains 21800 members 
Mstep: Class 55 contains 7651 members 
Mstep: Class 56 contains 3976 members 
Mstep: Class 57 contains 7413 members 
Mstep: Class 58 contains 11993 members 
Mstep: Class 59 contains 13439 members 
Mstep: Class 60 contains 1458 members 
Mstep: Class 61 contains 9664 members 
Mstep: Class 62 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134448224.000000 Penalty: 214076.000000
Iteration 83Q: 63 clusters Score -1.344482e+08 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 34766 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 137299 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 10 contains 33878 members 
Mstep: Class 11 contains 3571 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 240718 members 
Mstep: Class 14 contains 1170 members 
Mstep: Class 15 contains 47848 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 33380 members 
Mstep: Class 18 contains 1794 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 77906 members 
Mstep: Class 22 contains 13829 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 24248 members 
Mstep: Class 25 contains 43969 members 
Mstep: Class 26 contains 73243 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 10940 members 
Mstep: Class 31 contains 18784 members 
Mstep: Class 32 contains 6343 members 
Mstep: Class 33 contains 3167 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 5389 members 
Mstep: Class 36 contains 6005 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 36505 members 
Mstep: Class 39 contains 4483 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6603 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2768 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 4255 members 
Mstep: Class 46 contains 8196 members 
Mstep: Class 47 contains 2360 members 
Mstep: Class 48 contains 5411 members 
Mstep: Class 49 contains 986 members 
Mstep: Class 50 contains 1539 members 
Mstep: Class 51 contains 7259 members 
Mstep: Class 52 contains 3410 members 
Mstep: Class 53 contains 7602 members 
Mstep: Class 54 contains 22244 members 
Mstep: Class 55 contains 7512 members 
Mstep: Class 56 contains 3968 members 
Mstep: Class 57 contains 7408 members 
Mstep: Class 58 contains 11918 members 
Mstep: Class 59 contains 13436 members 
Mstep: Class 60 contains 1458 members 
Mstep: Class 61 contains 9909 members 
Mstep: Class 62 contains 11816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134450016.000000 Penalty: 214076.000000
Iteration 84Q: 63 clusters Score -1.3445e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 34588 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6143 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 137094 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 36006 members 
Mstep: Class 10 contains 33945 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 13 contains 240785 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 7147 members 
Mstep: Class 21 contains 77068 members 
Mstep: Class 22 contains 13821 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 24149 members 
Mstep: Class 25 contains 44450 members 
Mstep: Class 26 contains 72811 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 5394 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 10898 members 
Mstep: Class 31 contains 18497 members 
Mstep: Class 32 contains 6355 members 
Mstep: Class 33 contains 3168 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 5390 members 
Mstep: Class 36 contains 5981 members 
Mstep: Class 37 contains 3656 members 
Mstep: Class 38 contains 36610 members 
Mstep: Class 39 contains 4488 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6648 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2767 members 
Mstep: Class 44 contains 2745 members 
Mstep: Class 45 contains 4259 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2422 members 
Mstep: Class 48 contains 5365 members 
Mstep: Class 49 contains 986 members 
Mstep: Class 50 contains 1562 members 
Mstep: Class 51 contains 7455 members 
Mstep: Class 52 contains 3285 members 
Mstep: Class 53 contains 7897 members 
Mstep: Class 54 contains 22614 members 
Mstep: Class 55 contains 7346 members 
Mstep: Class 56 contains 3943 members 
Mstep: Class 57 contains 7386 members 
Mstep: Class 58 contains 11846 members 
Mstep: Class 59 contains 13432 members 
Mstep: Class 60 contains 1460 members 
Mstep: Class 61 contains 10129 members 
Mstep: Class 62 contains 11845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134451616.000000 Penalty: 214076.000000
Iteration 85Q: 63 clusters Score -1.344516e+08 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 34438 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 136920 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 8377 members 
Mstep: Class 9 contains 36027 members 
Mstep: Class 10 contains 33985 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 240887 members 
Mstep: Class 14 contains 1187 members 
Mstep: Class 15 contains 48168 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 32804 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 7118 members 
Mstep: Class 21 contains 76329 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 24039 members 
Mstep: Class 25 contains 44879 members 
Mstep: Class 26 contains 72432 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 5408 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 10872 members 
Mstep: Class 31 contains 18262 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 3162 members 
Mstep: Class 34 contains 1909 members 
Mstep: Class 35 contains 5386 members 
Mstep: Class 36 contains 5967 members 
Mstep: Class 37 contains 3655 members 
Mstep: Class 38 contains 36701 members 
Mstep: Class 39 contains 4484 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6686 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2767 members 
Mstep: Class 44 contains 2816 members 
Mstep: Class 45 contains 4261 members 
Mstep: Class 46 contains 8174 members 
Mstep: Class 47 contains 2470 members 
Mstep: Class 48 contains 5336 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1584 members 
Mstep: Class 51 contains 7614 members 
Mstep: Class 52 contains 3175 members 
Mstep: Class 53 contains 8159 members 
Mstep: Class 54 contains 22944 members 
Mstep: Class 55 contains 7168 members 
Mstep: Class 56 contains 3914 members 
Mstep: Class 57 contains 7355 members 
Mstep: Class 58 contains 11798 members 
Mstep: Class 59 contains 13414 members 
Mstep: Class 60 contains 1466 members 
Mstep: Class 61 contains 10327 members 
Mstep: Class 62 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134453280.000000 Penalty: 214076.000000
Iteration 86Q: 63 clusters Score -1.344533e+08 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 34300 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 136761 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 36078 members 
Mstep: Class 10 contains 34016 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 240987 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 48326 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 32541 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 7093 members 
Mstep: Class 21 contains 75632 members 
Mstep: Class 22 contains 13813 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 23929 members 
Mstep: Class 25 contains 45237 members 
Mstep: Class 26 contains 72125 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 10852 members 
Mstep: Class 31 contains 18056 members 
Mstep: Class 32 contains 6384 members 
Mstep: Class 33 contains 3154 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 5381 members 
Mstep: Class 36 contains 5953 members 
Mstep: Class 37 contains 3652 members 
Mstep: Class 38 contains 36776 members 
Mstep: Class 39 contains 4486 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6722 members 
Mstep: Class 42 contains 2676 members 
Mstep: Class 43 contains 2766 members 
Mstep: Class 44 contains 2900 members 
Mstep: Class 45 contains 4263 members 
Mstep: Class 46 contains 8174 members 
Mstep: Class 47 contains 2502 members 
Mstep: Class 48 contains 5313 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1605 members 
Mstep: Class 51 contains 7743 members 
Mstep: Class 52 contains 3051 members 
Mstep: Class 53 contains 8397 members 
Mstep: Class 54 contains 23237 members 
Mstep: Class 55 contains 6990 members 
Mstep: Class 56 contains 3865 members 
Mstep: Class 57 contains 7327 members 
Mstep: Class 58 contains 11765 members 
Mstep: Class 59 contains 13401 members 
Mstep: Class 60 contains 1470 members 
Mstep: Class 61 contains 10501 members 
Mstep: Class 62 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134454000.000000 Penalty: 214076.000000
Iteration 87Q: 63 clusters Score -1.34454e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34160 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 136613 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 36143 members 
Mstep: Class 10 contains 34025 members 
Mstep: Class 11 contains 4072 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 241085 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 48456 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 32266 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 75016 members 
Mstep: Class 22 contains 13831 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 23837 members 
Mstep: Class 25 contains 45526 members 
Mstep: Class 26 contains 71853 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 10835 members 
Mstep: Class 31 contains 17848 members 
Mstep: Class 32 contains 6396 members 
Mstep: Class 33 contains 3145 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 5374 members 
Mstep: Class 36 contains 5944 members 
Mstep: Class 37 contains 3650 members 
Mstep: Class 38 contains 36852 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 2676 members 
Mstep: Class 43 contains 2766 members 
Mstep: Class 44 contains 3014 members 
Mstep: Class 45 contains 4270 members 
Mstep: Class 46 contains 8185 members 
Mstep: Class 47 contains 2528 members 
Mstep: Class 48 contains 5279 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1621 members 
Mstep: Class 51 contains 7868 members 
Mstep: Class 52 contains 2956 members 
Mstep: Class 53 contains 8608 members 
Mstep: Class 54 contains 23532 members 
Mstep: Class 55 contains 6850 members 
Mstep: Class 56 contains 3778 members 
Mstep: Class 57 contains 7301 members 
Mstep: Class 58 contains 11736 members 
Mstep: Class 59 contains 13391 members 
Mstep: Class 60 contains 1474 members 
Mstep: Class 61 contains 10677 members 
Mstep: Class 62 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134455008.000000 Penalty: 214076.000000
Iteration 88Q: 63 clusters Score -1.34455e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 34033 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 136458 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 36224 members 
Mstep: Class 10 contains 34030 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 241206 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 48574 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 31990 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 7067 members 
Mstep: Class 21 contains 74449 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 6600 members 
Mstep: Class 24 contains 23753 members 
Mstep: Class 25 contains 45837 members 
Mstep: Class 26 contains 71618 members 
Mstep: Class 27 contains 6841 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 10824 members 
Mstep: Class 31 contains 17672 members 
Mstep: Class 32 contains 6402 members 
Mstep: Class 33 contains 3135 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 5937 members 
Mstep: Class 37 contains 3651 members 
Mstep: Class 38 contains 36928 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6776 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2766 members 
Mstep: Class 44 contains 3141 members 
Mstep: Class 45 contains 4276 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2533 members 
Mstep: Class 48 contains 5243 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1639 members 
Mstep: Class 51 contains 8001 members 
Mstep: Class 52 contains 2878 members 
Mstep: Class 53 contains 8786 members 
Mstep: Class 54 contains 23780 members 
Mstep: Class 55 contains 6738 members 
Mstep: Class 56 contains 3683 members 
Mstep: Class 57 contains 7279 members 
Mstep: Class 58 contains 11730 members 
Mstep: Class 59 contains 13373 members 
Mstep: Class 60 contains 1475 members 
Mstep: Class 61 contains 10826 members 
Mstep: Class 62 contains 11851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134455616.000000 Penalty: 214076.000000
Iteration 89Q: 63 clusters Score -1.344556e+08 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 33921 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 136304 members 
Mstep: Class 7 contains 937 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 36322 members 
Mstep: Class 10 contains 34046 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 241275 members 
Mstep: Class 14 contains 1222 members 
Mstep: Class 15 contains 48684 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 31748 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 73940 members 
Mstep: Class 22 contains 13843 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 23689 members 
Mstep: Class 25 contains 46089 members 
Mstep: Class 26 contains 71411 members 
Mstep: Class 27 contains 6904 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 5366 members 
Mstep: Class 30 contains 10808 members 
Mstep: Class 31 contains 17509 members 
Mstep: Class 32 contains 6421 members 
Mstep: Class 33 contains 3130 members 
Mstep: Class 34 contains 1909 members 
Mstep: Class 35 contains 5373 members 
Mstep: Class 36 contains 5928 members 
Mstep: Class 37 contains 3649 members 
Mstep: Class 38 contains 36994 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6795 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2766 members 
Mstep: Class 44 contains 3335 members 
Mstep: Class 45 contains 4280 members 
Mstep: Class 46 contains 8193 members 
Mstep: Class 47 contains 2554 members 
Mstep: Class 48 contains 5235 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1662 members 
Mstep: Class 51 contains 8112 members 
Mstep: Class 52 contains 2814 members 
Mstep: Class 53 contains 8957 members 
Mstep: Class 54 contains 24007 members 
Mstep: Class 55 contains 6649 members 
Mstep: Class 56 contains 3521 members 
Mstep: Class 57 contains 7261 members 
Mstep: Class 58 contains 11711 members 
Mstep: Class 59 contains 13354 members 
Mstep: Class 60 contains 1475 members 
Mstep: Class 61 contains 10942 members 
Mstep: Class 62 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134455872.000000 Penalty: 214076.000000
Iteration 90Q: 63 clusters Score -1.344559e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 33849 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 136175 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 9087 members 
Mstep: Class 9 contains 36399 members 
Mstep: Class 10 contains 34054 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 241289 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 48780 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 31540 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 7056 members 
Mstep: Class 21 contains 73522 members 
Mstep: Class 22 contains 13860 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 23638 members 
Mstep: Class 25 contains 46313 members 
Mstep: Class 26 contains 71199 members 
Mstep: Class 27 contains 6936 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 10796 members 
Mstep: Class 31 contains 17379 members 
Mstep: Class 32 contains 6438 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 5373 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3648 members 
Mstep: Class 38 contains 37055 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6816 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2766 members 
Mstep: Class 44 contains 3580 members 
Mstep: Class 45 contains 4279 members 
Mstep: Class 46 contains 8194 members 
Mstep: Class 47 contains 2580 members 
Mstep: Class 48 contains 5240 members 
Mstep: Class 49 contains 985 members 
Mstep: Class 50 contains 1680 members 
Mstep: Class 51 contains 8193 members 
Mstep: Class 52 contains 2758 members 
Mstep: Class 53 contains 9103 members 
Mstep: Class 54 contains 24223 members 
Mstep: Class 55 contains 6587 members 
Mstep: Class 56 contains 3330 members 
Mstep: Class 57 contains 7253 members 
Mstep: Class 58 contains 11689 members 
Mstep: Class 59 contains 13329 members 
Mstep: Class 60 contains 1477 members 
Mstep: Class 61 contains 11031 members 
Mstep: Class 62 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456784.000000 Penalty: 214076.000000
Iteration 91Q: 63 clusters Score -1.344568e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 33775 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 136028 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 36460 members 
Mstep: Class 10 contains 34078 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 241353 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 48865 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 31356 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 73154 members 
Mstep: Class 22 contains 13877 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 23599 members 
Mstep: Class 25 contains 46488 members 
Mstep: Class 26 contains 70965 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5443 members 
Mstep: Class 29 contains 5373 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 17272 members 
Mstep: Class 32 contains 6445 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 5370 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3640 members 
Mstep: Class 38 contains 37088 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 3840 members 
Mstep: Class 45 contains 4282 members 
Mstep: Class 46 contains 8197 members 
Mstep: Class 47 contains 2592 members 
Mstep: Class 48 contains 5251 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1700 members 
Mstep: Class 51 contains 8258 members 
Mstep: Class 52 contains 2699 members 
Mstep: Class 53 contains 9217 members 
Mstep: Class 54 contains 24459 members 
Mstep: Class 55 contains 6530 members 
Mstep: Class 56 contains 3152 members 
Mstep: Class 57 contains 7242 members 
Mstep: Class 58 contains 11669 members 
Mstep: Class 59 contains 13306 members 
Mstep: Class 60 contains 1480 members 
Mstep: Class 61 contains 11110 members 
Mstep: Class 62 contains 11856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458592.000000 Penalty: 214076.000000
Iteration 92Q: 63 clusters Score -1.344586e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33716 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 135915 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 34095 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 241431 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 48932 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 31166 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 72826 members 
Mstep: Class 22 contains 13889 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 23554 members 
Mstep: Class 25 contains 46641 members 
Mstep: Class 26 contains 70745 members 
Mstep: Class 27 contains 6964 members 
Mstep: Class 28 contains 5434 members 
Mstep: Class 29 contains 5377 members 
Mstep: Class 30 contains 10768 members 
Mstep: Class 31 contains 17171 members 
Mstep: Class 32 contains 6444 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 5370 members 
Mstep: Class 36 contains 5911 members 
Mstep: Class 37 contains 3635 members 
Mstep: Class 38 contains 37115 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 6863 members 
Mstep: Class 42 contains 2677 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 3986 members 
Mstep: Class 45 contains 4281 members 
Mstep: Class 46 contains 8199 members 
Mstep: Class 47 contains 2605 members 
Mstep: Class 48 contains 5270 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1715 members 
Mstep: Class 51 contains 8305 members 
Mstep: Class 52 contains 2653 members 
Mstep: Class 53 contains 9332 members 
Mstep: Class 54 contains 24686 members 
Mstep: Class 55 contains 6477 members 
Mstep: Class 56 contains 3113 members 
Mstep: Class 57 contains 7228 members 
Mstep: Class 58 contains 11655 members 
Mstep: Class 59 contains 13273 members 
Mstep: Class 60 contains 1480 members 
Mstep: Class 61 contains 11193 members 
Mstep: Class 62 contains 11862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459456.000000 Penalty: 214076.000000
Iteration 93Q: 63 clusters Score -1.344595e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 33673 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 135818 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 9229 members 
Mstep: Class 9 contains 36615 members 
Mstep: Class 10 contains 34105 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 241494 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 48979 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 72559 members 
Mstep: Class 22 contains 13895 members 
Mstep: Class 23 contains 6394 members 
Mstep: Class 24 contains 23516 members 
Mstep: Class 25 contains 46763 members 
Mstep: Class 26 contains 70552 members 
Mstep: Class 27 contains 6968 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 10755 members 
Mstep: Class 31 contains 17090 members 
Mstep: Class 32 contains 6452 members 
Mstep: Class 33 contains 3127 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5908 members 
Mstep: Class 37 contains 3631 members 
Mstep: Class 38 contains 37129 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 6882 members 
Mstep: Class 42 contains 2678 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4046 members 
Mstep: Class 45 contains 4279 members 
Mstep: Class 46 contains 8193 members 
Mstep: Class 47 contains 2598 members 
Mstep: Class 48 contains 5276 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1731 members 
Mstep: Class 51 contains 8337 members 
Mstep: Class 52 contains 2614 members 
Mstep: Class 53 contains 9436 members 
Mstep: Class 54 contains 24865 members 
Mstep: Class 55 contains 6438 members 
Mstep: Class 56 contains 3141 members 
Mstep: Class 57 contains 7222 members 
Mstep: Class 58 contains 11647 members 
Mstep: Class 59 contains 13252 members 
Mstep: Class 60 contains 1482 members 
Mstep: Class 61 contains 11257 members 
Mstep: Class 62 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459680.000000 Penalty: 214076.000000
Iteration 94Q: 63 clusters Score -1.344597e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 33633 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 135723 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 9266 members 
Mstep: Class 9 contains 36695 members 
Mstep: Class 10 contains 34116 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 241577 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 30798 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 72304 members 
Mstep: Class 22 contains 13898 members 
Mstep: Class 23 contains 6372 members 
Mstep: Class 24 contains 23474 members 
Mstep: Class 25 contains 46877 members 
Mstep: Class 26 contains 70396 members 
Mstep: Class 27 contains 6978 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 5390 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 17014 members 
Mstep: Class 32 contains 6458 members 
Mstep: Class 33 contains 3132 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5908 members 
Mstep: Class 37 contains 3630 members 
Mstep: Class 38 contains 37123 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 6903 members 
Mstep: Class 42 contains 2679 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4080 members 
Mstep: Class 45 contains 4281 members 
Mstep: Class 46 contains 8190 members 
Mstep: Class 47 contains 2605 members 
Mstep: Class 48 contains 5287 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 8365 members 
Mstep: Class 52 contains 2575 members 
Mstep: Class 53 contains 9542 members 
Mstep: Class 54 contains 25031 members 
Mstep: Class 55 contains 6399 members 
Mstep: Class 56 contains 3153 members 
Mstep: Class 57 contains 7217 members 
Mstep: Class 58 contains 11630 members 
Mstep: Class 59 contains 13244 members 
Mstep: Class 60 contains 1482 members 
Mstep: Class 61 contains 11318 members 
Mstep: Class 62 contains 11869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459952.000000 Penalty: 214076.000000
Iteration 95Q: 63 clusters Score -1.3446e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 33584 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 135673 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 36779 members 
Mstep: Class 10 contains 34119 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 241616 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 49087 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 30631 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 72072 members 
Mstep: Class 22 contains 13915 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 23428 members 
Mstep: Class 25 contains 46958 members 
Mstep: Class 26 contains 70253 members 
Mstep: Class 27 contains 6985 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 5399 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 16932 members 
Mstep: Class 32 contains 6464 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 5370 members 
Mstep: Class 36 contains 5909 members 
Mstep: Class 37 contains 3627 members 
Mstep: Class 38 contains 37129 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 6925 members 
Mstep: Class 42 contains 2679 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4099 members 
Mstep: Class 45 contains 4278 members 
Mstep: Class 46 contains 8191 members 
Mstep: Class 47 contains 2599 members 
Mstep: Class 48 contains 5288 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1770 members 
Mstep: Class 51 contains 8401 members 
Mstep: Class 52 contains 2546 members 
Mstep: Class 53 contains 9629 members 
Mstep: Class 54 contains 25204 members 
Mstep: Class 55 contains 6366 members 
Mstep: Class 56 contains 3159 members 
Mstep: Class 57 contains 7215 members 
Mstep: Class 58 contains 11614 members 
Mstep: Class 59 contains 13231 members 
Mstep: Class 60 contains 1482 members 
Mstep: Class 61 contains 11359 members 
Mstep: Class 62 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460528.000000 Penalty: 214076.000000
Iteration 96Q: 63 clusters Score -1.344605e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 33536 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 135631 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 36866 members 
Mstep: Class 10 contains 34129 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 241652 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 49138 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 30467 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 71858 members 
Mstep: Class 22 contains 13937 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 23389 members 
Mstep: Class 25 contains 47012 members 
Mstep: Class 26 contains 70114 members 
Mstep: Class 27 contains 6984 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 5409 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 16865 members 
Mstep: Class 32 contains 6477 members 
Mstep: Class 33 contains 3150 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 5908 members 
Mstep: Class 37 contains 3627 members 
Mstep: Class 38 contains 37126 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6941 members 
Mstep: Class 42 contains 2679 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4114 members 
Mstep: Class 45 contains 4274 members 
Mstep: Class 46 contains 8190 members 
Mstep: Class 47 contains 2596 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1803 members 
Mstep: Class 51 contains 8431 members 
Mstep: Class 52 contains 2519 members 
Mstep: Class 53 contains 9725 members 
Mstep: Class 54 contains 25354 members 
Mstep: Class 55 contains 6349 members 
Mstep: Class 56 contains 3168 members 
Mstep: Class 57 contains 7221 members 
Mstep: Class 58 contains 11594 members 
Mstep: Class 59 contains 13223 members 
Mstep: Class 60 contains 1482 members 
Mstep: Class 61 contains 11399 members 
Mstep: Class 62 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460544.000000 Penalty: 214076.000000
Iteration 97Q: 63 clusters Score -1.344605e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 135595 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 36934 members 
Mstep: Class 10 contains 34132 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 241663 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 49180 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 30327 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 71678 members 
Mstep: Class 22 contains 13956 members 
Mstep: Class 23 contains 6334 members 
Mstep: Class 24 contains 23361 members 
Mstep: Class 25 contains 47068 members 
Mstep: Class 26 contains 69960 members 
Mstep: Class 27 contains 6985 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 16794 members 
Mstep: Class 32 contains 6487 members 
Mstep: Class 33 contains 3155 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5903 members 
Mstep: Class 37 contains 3626 members 
Mstep: Class 38 contains 37123 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6957 members 
Mstep: Class 42 contains 2676 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4125 members 
Mstep: Class 45 contains 4273 members 
Mstep: Class 46 contains 8190 members 
Mstep: Class 47 contains 2598 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1821 members 
Mstep: Class 51 contains 8465 members 
Mstep: Class 52 contains 2497 members 
Mstep: Class 53 contains 9808 members 
Mstep: Class 54 contains 25495 members 
Mstep: Class 55 contains 6336 members 
Mstep: Class 56 contains 3181 members 
Mstep: Class 57 contains 7224 members 
Mstep: Class 58 contains 11577 members 
Mstep: Class 59 contains 13214 members 
Mstep: Class 60 contains 1482 members 
Mstep: Class 61 contains 11449 members 
Mstep: Class 62 contains 11871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461088.000000 Penalty: 214076.000000
Iteration 98Q: 63 clusters Score -1.344611e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 33459 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 135535 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 9383 members 
Mstep: Class 9 contains 37010 members 
Mstep: Class 10 contains 34139 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 241690 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 49220 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 30186 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 71506 members 
Mstep: Class 22 contains 13975 members 
Mstep: Class 23 contains 6329 members 
Mstep: Class 24 contains 23339 members 
Mstep: Class 25 contains 47127 members 
Mstep: Class 26 contains 69829 members 
Mstep: Class 27 contains 6984 members 
Mstep: Class 28 contains 5431 members 
Mstep: Class 29 contains 5428 members 
Mstep: Class 30 contains 10733 members 
Mstep: Class 31 contains 16721 members 
Mstep: Class 32 contains 6496 members 
Mstep: Class 33 contains 3162 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5901 members 
Mstep: Class 37 contains 3625 members 
Mstep: Class 38 contains 37130 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6967 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4132 members 
Mstep: Class 45 contains 4275 members 
Mstep: Class 46 contains 8191 members 
Mstep: Class 47 contains 2609 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 984 members 
Mstep: Class 50 contains 1834 members 
Mstep: Class 51 contains 8506 members 
Mstep: Class 52 contains 2471 members 
Mstep: Class 53 contains 9872 members 
Mstep: Class 54 contains 25628 members 
Mstep: Class 55 contains 6322 members 
Mstep: Class 56 contains 3182 members 
Mstep: Class 57 contains 7225 members 
Mstep: Class 58 contains 11552 members 
Mstep: Class 59 contains 13211 members 
Mstep: Class 60 contains 1483 members 
Mstep: Class 61 contains 11491 members 
Mstep: Class 62 contains 11879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461216.000000 Penalty: 214076.000000
Iteration 99Q: 63 clusters Score -1.344612e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 33426 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 135490 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 8 contains 9396 members 
Mstep: Class 9 contains 37102 members 
Mstep: Class 10 contains 34146 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 241706 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 49254 members 
Mstep: Class 16 contains 3519 members 
Mstep: Class 17 contains 30026 members 
Mstep: Class 18 contains 2077 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 71370 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 23322 members 
Mstep: Class 25 contains 47194 members 
Mstep: Class 26 contains 69699 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 5435 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 16668 members 
Mstep: Class 32 contains 6501 members 
Mstep: Class 33 contains 3176 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5899 members 
Mstep: Class 37 contains 3622 members 
Mstep: Class 38 contains 37144 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 6978 members 
Mstep: Class 42 contains 2676 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4145 members 
Mstep: Class 45 contains 4275 members 
Mstep: Class 46 contains 8188 members 
Mstep: Class 47 contains 2616 members 
Mstep: Class 48 contains 5285 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1841 members 
Mstep: Class 51 contains 8553 members 
Mstep: Class 52 contains 2457 members 
Mstep: Class 53 contains 9916 members 
Mstep: Class 54 contains 25733 members 
Mstep: Class 55 contains 6315 members 
Mstep: Class 56 contains 3182 members 
Mstep: Class 57 contains 7224 members 
Mstep: Class 58 contains 11528 members 
Mstep: Class 59 contains 13205 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11528 members 
Mstep: Class 62 contains 11881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461872.000000 Penalty: 214076.000000
Iteration 100F: 63 clusters Score -1.344619e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33397 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 135452 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 37182 members 
Mstep: Class 10 contains 34148 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 241705 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 49292 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29863 members 
Mstep: Class 18 contains 2082 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 71252 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 23314 members 
Mstep: Class 25 contains 47252 members 
Mstep: Class 26 contains 69581 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 5444 members 
Mstep: Class 30 contains 10730 members 
Mstep: Class 31 contains 16599 members 
Mstep: Class 32 contains 6507 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 5897 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 37159 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 6984 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4155 members 
Mstep: Class 45 contains 4275 members 
Mstep: Class 46 contains 8189 members 
Mstep: Class 47 contains 2608 members 
Mstep: Class 48 contains 5279 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1852 members 
Mstep: Class 51 contains 8604 members 
Mstep: Class 52 contains 2439 members 
Mstep: Class 53 contains 9945 members 
Mstep: Class 54 contains 25834 members 
Mstep: Class 55 contains 6299 members 
Mstep: Class 56 contains 3184 members 
Mstep: Class 57 contains 7227 members 
Mstep: Class 58 contains 11512 members 
Mstep: Class 59 contains 13201 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11557 members 
Mstep: Class 62 contains 11885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462048.000000 Penalty: 214076.000000
Iteration 101Q: 63 clusters Score -1.34462e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 33367 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 135424 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 37265 members 
Mstep: Class 10 contains 34156 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 6750 members 
Mstep: Class 13 contains 241681 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 49337 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29723 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 71136 members 
Mstep: Class 22 contains 14036 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 23304 members 
Mstep: Class 25 contains 47303 members 
Mstep: Class 26 contains 69463 members 
Mstep: Class 27 contains 6981 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 5447 members 
Mstep: Class 30 contains 10727 members 
Mstep: Class 31 contains 16525 members 
Mstep: Class 32 contains 6510 members 
Mstep: Class 33 contains 3204 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 5889 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 37150 members 
Mstep: Class 39 contains 4492 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4167 members 
Mstep: Class 45 contains 4273 members 
Mstep: Class 46 contains 8183 members 
Mstep: Class 47 contains 2605 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1868 members 
Mstep: Class 51 contains 8652 members 
Mstep: Class 52 contains 2428 members 
Mstep: Class 53 contains 9969 members 
Mstep: Class 54 contains 25935 members 
Mstep: Class 55 contains 6285 members 
Mstep: Class 56 contains 3185 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 11496 members 
Mstep: Class 59 contains 13199 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11595 members 
Mstep: Class 62 contains 11894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462272.000000 Penalty: 214076.000000
Iteration 102Q: 63 clusters Score -1.344623e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 33351 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 135384 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 37335 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 241637 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 49376 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29573 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 71036 members 
Mstep: Class 22 contains 14049 members 
Mstep: Class 23 contains 6215 members 
Mstep: Class 24 contains 23295 members 
Mstep: Class 25 contains 47358 members 
Mstep: Class 26 contains 69354 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 10726 members 
Mstep: Class 31 contains 16448 members 
Mstep: Class 32 contains 6511 members 
Mstep: Class 33 contains 3216 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 5890 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 37153 members 
Mstep: Class 39 contains 4492 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 6989 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4180 members 
Mstep: Class 45 contains 4276 members 
Mstep: Class 46 contains 8171 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 5246 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1879 members 
Mstep: Class 51 contains 8694 members 
Mstep: Class 52 contains 2415 members 
Mstep: Class 53 contains 9987 members 
Mstep: Class 54 contains 26043 members 
Mstep: Class 55 contains 6264 members 
Mstep: Class 56 contains 3185 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 11488 members 
Mstep: Class 59 contains 13205 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11628 members 
Mstep: Class 62 contains 11901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462528.000000 Penalty: 214076.000000
Iteration 103Q: 63 clusters Score -1.344625e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 33339 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 6518 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 135351 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 9599 members 
Mstep: Class 9 contains 37398 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 241589 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 49410 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 70957 members 
Mstep: Class 22 contains 14068 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 23293 members 
Mstep: Class 25 contains 47401 members 
Mstep: Class 26 contains 69270 members 
Mstep: Class 27 contains 6986 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 10726 members 
Mstep: Class 31 contains 16388 members 
Mstep: Class 32 contains 6514 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 5885 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 37159 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 6989 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4197 members 
Mstep: Class 45 contains 4278 members 
Mstep: Class 46 contains 8166 members 
Mstep: Class 47 contains 2594 members 
Mstep: Class 48 contains 5239 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1889 members 
Mstep: Class 51 contains 8721 members 
Mstep: Class 52 contains 2402 members 
Mstep: Class 53 contains 10008 members 
Mstep: Class 54 contains 26124 members 
Mstep: Class 55 contains 6236 members 
Mstep: Class 56 contains 3186 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 11484 members 
Mstep: Class 59 contains 13208 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11664 members 
Mstep: Class 62 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463280.000000 Penalty: 214076.000000
Iteration 104Q: 63 clusters Score -1.344633e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 33316 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 135310 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 9616 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 6776 members 
Mstep: Class 13 contains 241573 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29334 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 70895 members 
Mstep: Class 22 contains 14081 members 
Mstep: Class 23 contains 6174 members 
Mstep: Class 24 contains 23280 members 
Mstep: Class 25 contains 47434 members 
Mstep: Class 26 contains 69206 members 
Mstep: Class 27 contains 6983 members 
Mstep: Class 28 contains 5476 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 10725 members 
Mstep: Class 31 contains 16348 members 
Mstep: Class 32 contains 6517 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 5880 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 37165 members 
Mstep: Class 39 contains 4492 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4215 members 
Mstep: Class 45 contains 4277 members 
Mstep: Class 46 contains 8159 members 
Mstep: Class 47 contains 2593 members 
Mstep: Class 48 contains 5234 members 
Mstep: Class 49 contains 983 members 
Mstep: Class 50 contains 1903 members 
Mstep: Class 51 contains 8744 members 
Mstep: Class 52 contains 2393 members 
Mstep: Class 53 contains 10030 members 
Mstep: Class 54 contains 26185 members 
Mstep: Class 55 contains 6226 members 
Mstep: Class 56 contains 3187 members 
Mstep: Class 57 contains 7233 members 
Mstep: Class 58 contains 11476 members 
Mstep: Class 59 contains 13209 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11689 members 
Mstep: Class 62 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463312.000000 Penalty: 214076.000000
Iteration 105Q: 63 clusters Score -1.344633e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 33301 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 6527 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 135272 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9654 members 
Mstep: Class 9 contains 37523 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 5362 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 241564 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 49458 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 29234 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 70843 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 23263 members 
Mstep: Class 25 contains 47455 members 
Mstep: Class 26 contains 69137 members 
Mstep: Class 27 contains 6986 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 5457 members 
Mstep: Class 30 contains 10718 members 
Mstep: Class 31 contains 16312 members 
Mstep: Class 32 contains 6521 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 5877 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 37181 members 
Mstep: Class 39 contains 4492 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 6994 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4228 members 
Mstep: Class 45 contains 4277 members 
Mstep: Class 46 contains 8161 members 
Mstep: Class 47 contains 2588 members 
Mstep: Class 48 contains 5230 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1918 members 
Mstep: Class 51 contains 8768 members 
Mstep: Class 52 contains 2382 members 
Mstep: Class 53 contains 10050 members 
Mstep: Class 54 contains 26225 members 
Mstep: Class 55 contains 6201 members 
Mstep: Class 56 contains 3186 members 
Mstep: Class 57 contains 7235 members 
Mstep: Class 58 contains 11472 members 
Mstep: Class 59 contains 13206 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11712 members 
Mstep: Class 62 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463216.000000 Penalty: 214076.000000
Iteration 106Q: 63 clusters Score -1.344632e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 33276 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 2512 members 
Mstep: Class 6 contains 135245 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 37582 members 
Mstep: Class 10 contains 34165 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 241556 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 29140 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 70785 members 
Mstep: Class 22 contains 14094 members 
Mstep: Class 23 contains 6133 members 
Mstep: Class 24 contains 23253 members 
Mstep: Class 25 contains 47470 members 
Mstep: Class 26 contains 69095 members 
Mstep: Class 27 contains 6987 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 5456 members 
Mstep: Class 30 contains 10717 members 
Mstep: Class 31 contains 16283 members 
Mstep: Class 32 contains 6524 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 5876 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 37191 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 724 members 
Mstep: Class 41 contains 6994 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4249 members 
Mstep: Class 45 contains 4279 members 
Mstep: Class 46 contains 8162 members 
Mstep: Class 47 contains 2592 members 
Mstep: Class 48 contains 5229 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1927 members 
Mstep: Class 51 contains 8793 members 
Mstep: Class 52 contains 2375 members 
Mstep: Class 53 contains 10073 members 
Mstep: Class 54 contains 26260 members 
Mstep: Class 55 contains 6181 members 
Mstep: Class 56 contains 3187 members 
Mstep: Class 57 contains 7233 members 
Mstep: Class 58 contains 11461 members 
Mstep: Class 59 contains 13208 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11737 members 
Mstep: Class 62 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463232.000000 Penalty: 214076.000000
Iteration 107Q: 63 clusters Score -1.344632e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 33256 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 135214 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 37633 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 6806 members 
Mstep: Class 13 contains 241537 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 3518 members 
Mstep: Class 17 contains 29039 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 70747 members 
Mstep: Class 22 contains 14103 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 23239 members 
Mstep: Class 25 contains 47471 members 
Mstep: Class 26 contains 69068 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 5460 members 
Mstep: Class 30 contains 10716 members 
Mstep: Class 31 contains 16256 members 
Mstep: Class 32 contains 6526 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 5876 members 
Mstep: Class 37 contains 3611 members 
Mstep: Class 38 contains 37200 members 
Mstep: Class 39 contains 4492 members 
Mstep: Class 40 contains 724 members 
Mstep: Class 41 contains 6995 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 4269 members 
Mstep: Class 45 contains 4281 members 
Mstep: Class 46 contains 8168 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 5230 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1936 members 
Mstep: Class 51 contains 8808 members 
Mstep: Class 52 contains 2378 members 
Mstep: Class 53 contains 10086 members 
Mstep: Class 54 contains 26299 members 
Mstep: Class 55 contains 6168 members 
Mstep: Class 56 contains 3188 members 
Mstep: Class 57 contains 7238 members 
Mstep: Class 58 contains 11433 members 
Mstep: Class 59 contains 13200 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11761 members 
Mstep: Class 62 contains 11907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463520.000000 Penalty: 214076.000000
Iteration 108Q: 63 clusters Score -1.344635e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 33235 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 135181 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 37683 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 241531 members 
Mstep: Class 14 contains 1330 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 28944 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 70708 members 
Mstep: Class 22 contains 14110 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 23229 members 
Mstep: Class 25 contains 47493 members 
Mstep: Class 26 contains 69037 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 5502 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 10715 members 
Mstep: Class 31 contains 16233 members 
Mstep: Class 32 contains 6529 members 
Mstep: Class 33 contains 3261 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5875 members 
Mstep: Class 37 contains 3610 members 
Mstep: Class 38 contains 37200 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6995 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4288 members 
Mstep: Class 45 contains 4283 members 
Mstep: Class 46 contains 8170 members 
Mstep: Class 47 contains 2609 members 
Mstep: Class 48 contains 5230 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1943 members 
Mstep: Class 51 contains 8826 members 
Mstep: Class 52 contains 2383 members 
Mstep: Class 53 contains 10099 members 
Mstep: Class 54 contains 26335 members 
Mstep: Class 55 contains 6155 members 
Mstep: Class 56 contains 3189 members 
Mstep: Class 57 contains 7242 members 
Mstep: Class 58 contains 11422 members 
Mstep: Class 59 contains 13196 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11779 members 
Mstep: Class 62 contains 11907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463696.000000 Penalty: 214076.000000
Iteration 109Q: 63 clusters Score -1.344637e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 135162 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 37742 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 241516 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 28862 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 70682 members 
Mstep: Class 22 contains 14121 members 
Mstep: Class 23 contains 6090 members 
Mstep: Class 24 contains 23214 members 
Mstep: Class 25 contains 47512 members 
Mstep: Class 26 contains 69001 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 5507 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 10715 members 
Mstep: Class 31 contains 16210 members 
Mstep: Class 32 contains 6531 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 5874 members 
Mstep: Class 37 contains 3608 members 
Mstep: Class 38 contains 37202 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 724 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4313 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 8176 members 
Mstep: Class 47 contains 2607 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1949 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2391 members 
Mstep: Class 53 contains 10104 members 
Mstep: Class 54 contains 26374 members 
Mstep: Class 55 contains 6137 members 
Mstep: Class 56 contains 3188 members 
Mstep: Class 57 contains 7244 members 
Mstep: Class 58 contains 11420 members 
Mstep: Class 59 contains 13194 members 
Mstep: Class 60 contains 1485 members 
Mstep: Class 61 contains 11785 members 
Mstep: Class 62 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463696.000000 Penalty: 214076.000000
Iteration 110Q: 63 clusters Score -1.344637e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 33180 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 135126 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 37789 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 241497 members 
Mstep: Class 14 contains 1342 members 
Mstep: Class 15 contains 49527 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 28772 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 70654 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 23205 members 
Mstep: Class 25 contains 47525 members 
Mstep: Class 26 contains 68972 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 10714 members 
Mstep: Class 31 contains 16181 members 
Mstep: Class 32 contains 6533 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 5871 members 
Mstep: Class 37 contains 3603 members 
Mstep: Class 38 contains 37206 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4336 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 8176 members 
Mstep: Class 47 contains 2615 members 
Mstep: Class 48 contains 5238 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1959 members 
Mstep: Class 51 contains 8862 members 
Mstep: Class 52 contains 2398 members 
Mstep: Class 53 contains 10114 members 
Mstep: Class 54 contains 26404 members 
Mstep: Class 55 contains 6125 members 
Mstep: Class 56 contains 3188 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 11409 members 
Mstep: Class 59 contains 13190 members 
Mstep: Class 60 contains 1486 members 
Mstep: Class 61 contains 11795 members 
Mstep: Class 62 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463696.000000 Penalty: 214076.000000
Iteration 111Q: 63 clusters Score -1.344637e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 33170 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 135113 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 37840 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 241486 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49536 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 28673 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 70624 members 
Mstep: Class 22 contains 14141 members 
Mstep: Class 23 contains 6079 members 
Mstep: Class 24 contains 23199 members 
Mstep: Class 25 contains 47506 members 
Mstep: Class 26 contains 68961 members 
Mstep: Class 27 contains 6977 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 10713 members 
Mstep: Class 31 contains 16145 members 
Mstep: Class 32 contains 6533 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 1934 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5870 members 
Mstep: Class 37 contains 3600 members 
Mstep: Class 38 contains 37212 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6991 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4358 members 
Mstep: Class 45 contains 4288 members 
Mstep: Class 46 contains 8178 members 
Mstep: Class 47 contains 2615 members 
Mstep: Class 48 contains 5240 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1966 members 
Mstep: Class 51 contains 8874 members 
Mstep: Class 52 contains 2411 members 
Mstep: Class 53 contains 10121 members 
Mstep: Class 54 contains 26419 members 
Mstep: Class 55 contains 6114 members 
Mstep: Class 56 contains 3190 members 
Mstep: Class 57 contains 7250 members 
Mstep: Class 58 contains 11409 members 
Mstep: Class 59 contains 13189 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11808 members 
Mstep: Class 62 contains 11912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463440.000000 Penalty: 214076.000000
Iteration 112Q: 63 clusters Score -1.344634e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 135104 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 37887 members 
Mstep: Class 10 contains 34166 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 241465 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 49535 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 28571 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 70604 members 
Mstep: Class 22 contains 14152 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 23195 members 
Mstep: Class 25 contains 47499 members 
Mstep: Class 26 contains 68942 members 
Mstep: Class 27 contains 6972 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 10712 members 
Mstep: Class 31 contains 16113 members 
Mstep: Class 32 contains 6533 members 
Mstep: Class 33 contains 3260 members 
Mstep: Class 34 contains 1934 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5868 members 
Mstep: Class 37 contains 3598 members 
Mstep: Class 38 contains 37214 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6992 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4375 members 
Mstep: Class 45 contains 4290 members 
Mstep: Class 46 contains 8182 members 
Mstep: Class 47 contains 2614 members 
Mstep: Class 48 contains 5235 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1971 members 
Mstep: Class 51 contains 8890 members 
Mstep: Class 52 contains 2421 members 
Mstep: Class 53 contains 10132 members 
Mstep: Class 54 contains 26438 members 
Mstep: Class 55 contains 6109 members 
Mstep: Class 56 contains 3190 members 
Mstep: Class 57 contains 7250 members 
Mstep: Class 58 contains 11399 members 
Mstep: Class 59 contains 13186 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11822 members 
Mstep: Class 62 contains 11920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463696.000000 Penalty: 214076.000000
Iteration 113Q: 63 clusters Score -1.344637e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 135094 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 37923 members 
Mstep: Class 10 contains 34164 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 241442 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 49540 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 7038 members 
Mstep: Class 21 contains 70588 members 
Mstep: Class 22 contains 14159 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 23190 members 
Mstep: Class 25 contains 47490 members 
Mstep: Class 26 contains 68925 members 
Mstep: Class 27 contains 6973 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 10712 members 
Mstep: Class 31 contains 16083 members 
Mstep: Class 32 contains 6533 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3595 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6992 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4394 members 
Mstep: Class 45 contains 4288 members 
Mstep: Class 46 contains 8183 members 
Mstep: Class 47 contains 2613 members 
Mstep: Class 48 contains 5235 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1981 members 
Mstep: Class 51 contains 8900 members 
Mstep: Class 52 contains 2431 members 
Mstep: Class 53 contains 10140 members 
Mstep: Class 54 contains 26463 members 
Mstep: Class 55 contains 6105 members 
Mstep: Class 56 contains 3190 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 11400 members 
Mstep: Class 59 contains 13184 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11827 members 
Mstep: Class 62 contains 11927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463952.000000 Penalty: 214076.000000
Iteration 114Q: 63 clusters Score -1.34464e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 33134 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 135079 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 37947 members 
Mstep: Class 10 contains 34166 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 241446 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 49547 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 7037 members 
Mstep: Class 21 contains 70561 members 
Mstep: Class 22 contains 14166 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 23172 members 
Mstep: Class 25 contains 47472 members 
Mstep: Class 26 contains 68917 members 
Mstep: Class 27 contains 6971 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 10711 members 
Mstep: Class 31 contains 16062 members 
Mstep: Class 32 contains 6533 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 5364 members 
Mstep: Class 36 contains 5864 members 
Mstep: Class 37 contains 3594 members 
Mstep: Class 38 contains 37226 members 
Mstep: Class 39 contains 4490 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4403 members 
Mstep: Class 45 contains 4287 members 
Mstep: Class 46 contains 8182 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 5240 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 1993 members 
Mstep: Class 51 contains 8913 members 
Mstep: Class 52 contains 2443 members 
Mstep: Class 53 contains 10146 members 
Mstep: Class 54 contains 26485 members 
Mstep: Class 55 contains 6097 members 
Mstep: Class 56 contains 3190 members 
Mstep: Class 57 contains 7244 members 
Mstep: Class 58 contains 11400 members 
Mstep: Class 59 contains 13180 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11837 members 
Mstep: Class 62 contains 11931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464192.000000 Penalty: 214076.000000
Iteration 115Q: 63 clusters Score -1.344642e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 33132 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 6562 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 135051 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 37980 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5893 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 241433 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 49547 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 28326 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 7036 members 
Mstep: Class 21 contains 70547 members 
Mstep: Class 22 contains 14167 members 
Mstep: Class 23 contains 6054 members 
Mstep: Class 24 contains 23161 members 
Mstep: Class 25 contains 47468 members 
Mstep: Class 26 contains 68903 members 
Mstep: Class 27 contains 6966 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 5463 members 
Mstep: Class 30 contains 10710 members 
Mstep: Class 31 contains 16037 members 
Mstep: Class 32 contains 6534 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 5362 members 
Mstep: Class 36 contains 5864 members 
Mstep: Class 37 contains 3590 members 
Mstep: Class 38 contains 37222 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6992 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4415 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 8183 members 
Mstep: Class 47 contains 2620 members 
Mstep: Class 48 contains 5239 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2002 members 
Mstep: Class 51 contains 8932 members 
Mstep: Class 52 contains 2453 members 
Mstep: Class 53 contains 10150 members 
Mstep: Class 54 contains 26503 members 
Mstep: Class 55 contains 6094 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7245 members 
Mstep: Class 58 contains 11402 members 
Mstep: Class 59 contains 13176 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11847 members 
Mstep: Class 62 contains 11931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464368.000000 Penalty: 214076.000000
Iteration 116Q: 63 clusters Score -1.344644e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33122 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 135031 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 37992 members 
Mstep: Class 10 contains 34162 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 241424 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 49550 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 28275 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70529 members 
Mstep: Class 22 contains 14171 members 
Mstep: Class 23 contains 6041 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 47469 members 
Mstep: Class 26 contains 68887 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 10708 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 6535 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 5359 members 
Mstep: Class 36 contains 5864 members 
Mstep: Class 37 contains 3585 members 
Mstep: Class 38 contains 37219 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6991 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4427 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 8183 members 
Mstep: Class 47 contains 2620 members 
Mstep: Class 48 contains 5231 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2007 members 
Mstep: Class 51 contains 8958 members 
Mstep: Class 52 contains 2459 members 
Mstep: Class 53 contains 10158 members 
Mstep: Class 54 contains 26514 members 
Mstep: Class 55 contains 6089 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7245 members 
Mstep: Class 58 contains 11406 members 
Mstep: Class 59 contains 13171 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11868 members 
Mstep: Class 62 contains 11935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464528.000000 Penalty: 214076.000000
Iteration 117Q: 63 clusters Score -1.344645e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33112 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 6581 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 135016 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 241400 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 49548 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28240 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 3640 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70511 members 
Mstep: Class 22 contains 14173 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 23126 members 
Mstep: Class 25 contains 47485 members 
Mstep: Class 26 contains 68876 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5469 members 
Mstep: Class 30 contains 10706 members 
Mstep: Class 31 contains 15988 members 
Mstep: Class 32 contains 6537 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3577 members 
Mstep: Class 38 contains 37217 members 
Mstep: Class 39 contains 4488 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6988 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4444 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 8186 members 
Mstep: Class 47 contains 2623 members 
Mstep: Class 48 contains 5228 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2012 members 
Mstep: Class 51 contains 8978 members 
Mstep: Class 52 contains 2470 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26523 members 
Mstep: Class 55 contains 6086 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7240 members 
Mstep: Class 58 contains 11404 members 
Mstep: Class 59 contains 13167 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11878 members 
Mstep: Class 62 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464464.000000 Penalty: 214076.000000
Iteration 118Q: 63 clusters Score -1.344645e+08 nChanged 431
Entering ConstructFrom: 
Score: -134464464.000000 Penalty: 214076.000000
Entering ConstructFrom: 
Trying to split cluster 1 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -432442.312500 Penalty: 2025.080566
	Iteration 0F: 2 clusters Score -432442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -428908.750000 Penalty: 4050.161133
	Iteration 0F: 3 clusters Score -428908.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -429655.031250 Penalty: 4050.161133
	Iteration 1F: 3 clusters Score -429655 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -429856.687500 Penalty: 4050.161133
	Iteration 2F: 3 clusters Score -429856.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -429975.625000 Penalty: 4050.161133
	Iteration 3Q: 3 clusters Score -429975.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -430081.593750 Penalty: 4050.161133
	Iteration 4Q: 3 clusters Score -430081.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -430160.250000 Penalty: 4050.161133
	Iteration 5Q: 3 clusters Score -430160.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -430219.468750 Penalty: 4050.161133
	Iteration 6Q: 3 clusters Score -430219.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -430269.968750 Penalty: 4050.161133
	Iteration 7Q: 3 clusters Score -430270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -430316.343750 Penalty: 4050.161133
	Iteration 8Q: 3 clusters Score -430316.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -430354.562500 Penalty: 4050.161133
	Iteration 9Q: 3 clusters Score -430354.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -430376.062500 Penalty: 4050.161133
	Iteration 10Q: 3 clusters Score -430376.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -430385.687500 Penalty: 4050.161133
	Iteration 11Q: 3 clusters Score -430385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -430396.187500 Penalty: 4050.161133
	Iteration 12Q: 3 clusters Score -430396.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -430406.687500 Penalty: 4050.161133
	Iteration 13Q: 3 clusters Score -430406.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -430419.937500 Penalty: 4050.161133
	Iteration 14Q: 3 clusters Score -430419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -430440.375000 Penalty: 4050.161133
	Iteration 15Q: 3 clusters Score -430440.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -430463.812500 Penalty: 4050.161133
	Iteration 16Q: 3 clusters Score -430463.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -430486.031250 Penalty: 4050.161133
	Iteration 17Q: 3 clusters Score -430486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -430512.875000 Penalty: 4050.161133
	Iteration 18Q: 3 clusters Score -430512.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -430533.031250 Penalty: 4050.161133
	Iteration 19Q: 3 clusters Score -430533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -430556.156250 Penalty: 4050.161133
	Iteration 20F: 3 clusters Score -430556.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -430575.718750 Penalty: 4050.161133
	Iteration 21Q: 3 clusters Score -430575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -430587.937500 Penalty: 4050.161133
	Iteration 22Q: 3 clusters Score -430587.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -430603.375000 Penalty: 4050.161133
	Iteration 23Q: 3 clusters Score -430603.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -430616.593750 Penalty: 4050.161133
	Iteration 24Q: 3 clusters Score -430616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -430633.375000 Penalty: 4050.161133
	Iteration 25Q: 3 clusters Score -430633.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -430652.156250 Penalty: 4050.161133
	Iteration 26Q: 3 clusters Score -430652.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -430665.593750 Penalty: 4050.161133
	Iteration 27Q: 3 clusters Score -430665.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -430682.062500 Penalty: 4050.161133
	Iteration 28Q: 3 clusters Score -430682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -430699.218750 Penalty: 4050.161133
	Iteration 29Q: 3 clusters Score -430699.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430725.250000 Penalty: 4050.161133
	Iteration 30Q: 3 clusters Score -430725.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430751.437500 Penalty: 4050.161133
	Iteration 31Q: 3 clusters Score -430751.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430777.750000 Penalty: 4050.161133
	Iteration 32Q: 3 clusters Score -430777.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -430808.687500 Penalty: 4050.161133
	Iteration 33Q: 3 clusters Score -430808.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -430841.468750 Penalty: 4050.161133
	Iteration 34Q: 3 clusters Score -430841.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -430873.500000 Penalty: 4050.161133
	Iteration 35Q: 3 clusters Score -430873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -430899.500000 Penalty: 4050.161133
	Iteration 36Q: 3 clusters Score -430899.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -430923.156250 Penalty: 4050.161133
	Iteration 37Q: 3 clusters Score -430923.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -430946.062500 Penalty: 4050.161133
	Iteration 38Q: 3 clusters Score -430946.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -430985.406250 Penalty: 4050.161133
	Iteration 39Q: 3 clusters Score -430985.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -431007.656250 Penalty: 4050.161133
	Iteration 40F: 3 clusters Score -431007.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -431030.343750 Penalty: 4050.161133
	Iteration 41Q: 3 clusters Score -431030.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -431055.593750 Penalty: 4050.161133
	Iteration 42Q: 3 clusters Score -431055.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -431075.937500 Penalty: 4050.161133
	Iteration 43Q: 3 clusters Score -431075.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -431091.937500 Penalty: 4050.161133
	Iteration 44Q: 3 clusters Score -431091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431099.250000 Penalty: 4050.161133
	Iteration 45Q: 3 clusters Score -431099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -431105.750000 Penalty: 4050.161133
	Iteration 46Q: 3 clusters Score -431105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431110.562500 Penalty: 4050.161133
	Iteration 47Q: 3 clusters Score -431110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -431114.062500 Penalty: 4050.161133
	Iteration 48Q: 3 clusters Score -431114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -431114.625000 Penalty: 4050.161133
	Iteration 49Q: 3 clusters Score -431114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -431116.656250 Penalty: 4050.161133
	Iteration 50Q: 3 clusters Score -431116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431118.312500 Penalty: 4050.161133
	Iteration 51Q: 3 clusters Score -431118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -431119.281250 Penalty: 4050.161133
	Iteration 52Q: 3 clusters Score -431119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -431119.156250 Penalty: 4050.161133
	Iteration 53Q: 3 clusters Score -431119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -431119.312500 Penalty: 4050.161133
	Iteration 54Q: 3 clusters Score -431119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -431121.031250 Penalty: 4050.161133
	Iteration 55Q: 3 clusters Score -431121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -431121.187500 Penalty: 4050.161133
	Iteration 56Q: 3 clusters Score -431121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -431121.187500 Penalty: 4050.161133
	Iteration 57F: 3 clusters Score -431121.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Entering Unmasked Estep 
Score: -4099487.000000 Penalty: 2581.052490
	Iteration 0F: 2 clusters Score -4099487 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 16651 members 
Entering Unmasked Estep 
Score: -4076795.250000 Penalty: 5162.104980
	Iteration 0F: 3 clusters Score -4076795 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4085282.750000 Penalty: 5162.104980
	Iteration 1F: 3 clusters Score -4085283 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4085978.750000 Penalty: 5162.104980
	Iteration 2F: 3 clusters Score -4085979 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4086737.750000 Penalty: 5162.104980
	Iteration 3F: 3 clusters Score -4086738 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4087676.500000 Penalty: 5162.104980
	Iteration 4F: 3 clusters Score -4087676 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4088868.000000 Penalty: 5162.104980
	Iteration 5F: 3 clusters Score -4088868 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4090286.250000 Penalty: 5162.104980
	Iteration 6F: 3 clusters Score -4090286 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4091706.250000 Penalty: 5162.104980
	Iteration 7F: 3 clusters Score -4091706 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4092935.000000 Penalty: 5162.104980
	Iteration 8F: 3 clusters Score -4092935 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4094043.250000 Penalty: 5162.104980
	Iteration 9Q: 3 clusters Score -4094043 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4095063.500000 Penalty: 5162.104980
	Iteration 10Q: 3 clusters Score -4095064 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4095969.500000 Penalty: 5162.104980
	Iteration 11Q: 3 clusters Score -4095970 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4096722.250000 Penalty: 5162.104980
	Iteration 12Q: 3 clusters Score -4096722 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4097241.250000 Penalty: 5162.104980
	Iteration 13Q: 3 clusters Score -4097241 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4097706.000000 Penalty: 5162.104980
	Iteration 14Q: 3 clusters Score -4097706 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4098053.000000 Penalty: 5162.104980
	Iteration 15Q: 3 clusters Score -4098053 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4098313.250000 Penalty: 5162.104980
	Iteration 16Q: 3 clusters Score -4098313 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4098492.750000 Penalty: 5162.104980
	Iteration 17Q: 3 clusters Score -4098493 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4098679.750000 Penalty: 5162.104980
	Iteration 18Q: 3 clusters Score -4098680 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4098817.750000 Penalty: 5162.104980
	Iteration 19Q: 3 clusters Score -4098818 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4098948.750000 Penalty: 5162.104980
	Iteration 20F: 3 clusters Score -4098949 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4099093.000000 Penalty: 5162.104980
	Iteration 21Q: 3 clusters Score -4099093 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4099231.750000 Penalty: 5162.104980
	Iteration 22Q: 3 clusters Score -4099232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -4099389.250000 Penalty: 5162.104980
	Iteration 23Q: 3 clusters Score -4099389 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4099523.750000 Penalty: 5162.104980
	Iteration 24Q: 3 clusters Score -4099524 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -4099645.750000 Penalty: 5162.104980
	Iteration 25Q: 3 clusters Score -4099646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4099736.750000 Penalty: 5162.104980
	Iteration 26Q: 3 clusters Score -4099737 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4099832.750000 Penalty: 5162.104980
	Iteration 27Q: 3 clusters Score -4099833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -4099907.000000 Penalty: 5162.104980
	Iteration 28Q: 3 clusters Score -4099907 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4099978.000000 Penalty: 5162.104980
	Iteration 29Q: 3 clusters Score -4099978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4100035.750000 Penalty: 5162.104980
	Iteration 30Q: 3 clusters Score -4100036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4100062.500000 Penalty: 5162.104980
	Iteration 31Q: 3 clusters Score -4100062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4100088.500000 Penalty: 5162.104980
	Iteration 32Q: 3 clusters Score -4100088 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4100110.500000 Penalty: 5162.104980
	Iteration 33Q: 3 clusters Score -4100110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4100117.000000 Penalty: 5162.104980
	Iteration 34Q: 3 clusters Score -4100117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4100117.000000 Penalty: 5162.104980
	Iteration 35Q: 3 clusters Score -4100117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4100131.750000 Penalty: 5162.104980
	Iteration 36Q: 3 clusters Score -4100132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4100135.500000 Penalty: 5162.104980
	Iteration 37Q: 3 clusters Score -4100136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4100152.500000 Penalty: 5162.104980
	Iteration 38Q: 3 clusters Score -4100152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4100148.000000 Penalty: 5162.104980
	Iteration 39Q: 3 clusters Score -4100148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4100155.250000 Penalty: 5162.104980
	Iteration 40F: 3 clusters Score -4100155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4100158.500000 Penalty: 5162.104980
	Iteration 41Q: 3 clusters Score -4100158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4100173.500000 Penalty: 5162.104980
	Iteration 42Q: 3 clusters Score -4100174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4100172.500000 Penalty: 5162.104980
	Iteration 43Q: 3 clusters Score -4100172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4100187.750000 Penalty: 5162.104980
	Iteration 44Q: 3 clusters Score -4100188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4100187.500000 Penalty: 5162.104980
	Iteration 45Q: 3 clusters Score -4100188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4100193.250000 Penalty: 5162.104980
	Iteration 46Q: 3 clusters Score -4100193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4100204.250000 Penalty: 5162.104980
	Iteration 47Q: 3 clusters Score -4100204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4100211.000000 Penalty: 5162.104980
	Iteration 48Q: 3 clusters Score -4100211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4100209.000000 Penalty: 5162.104980
	Iteration 49Q: 3 clusters Score -4100209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4100224.750000 Penalty: 5162.104980
	Iteration 50Q: 3 clusters Score -4100225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4100221.000000 Penalty: 5162.104980
	Iteration 51Q: 3 clusters Score -4100221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4100220.750000 Penalty: 5162.104980
	Iteration 52Q: 3 clusters Score -4100221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4100215.000000 Penalty: 5162.104980
	Iteration 53Q: 3 clusters Score -4100215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4100214.000000 Penalty: 5162.104980
	Iteration 54Q: 3 clusters Score -4100214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4100219.500000 Penalty: 5162.104980
	Iteration 55Q: 3 clusters Score -4100220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4100216.000000 Penalty: 5162.104980
	Iteration 56Q: 3 clusters Score -4100216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4100211.250000 Penalty: 5162.104980
	Iteration 57Q: 3 clusters Score -4100211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4100220.250000 Penalty: 5162.104980
	Iteration 58Q: 3 clusters Score -4100220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4100223.750000 Penalty: 5162.104980
	Iteration 59Q: 3 clusters Score -4100224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4100222.250000 Penalty: 5162.104980
	Iteration 60F: 3 clusters Score -4100222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4100230.000000 Penalty: 5162.104980
	Iteration 61Q: 3 clusters Score -4100230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4100227.500000 Penalty: 5162.104980
	Iteration 62Q: 3 clusters Score -4100228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4100228.250000 Penalty: 5162.104980
	Iteration 63Q: 3 clusters Score -4100228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4100233.000000 Penalty: 5162.104980
	Iteration 64Q: 3 clusters Score -4100233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4100228.250000 Penalty: 5162.104980
	Iteration 65Q: 3 clusters Score -4100228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4100226.250000 Penalty: 5162.104980
	Iteration 66Q: 3 clusters Score -4100226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4100232.500000 Penalty: 5162.104980
	Iteration 67Q: 3 clusters Score -4100232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4100235.250000 Penalty: 5162.104980
	Iteration 68Q: 3 clusters Score -4100235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4100231.500000 Penalty: 5162.104980
	Iteration 69Q: 3 clusters Score -4100232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4100229.750000 Penalty: 5162.104980
	Iteration 70Q: 3 clusters Score -4100230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4100237.750000 Penalty: 5162.104980
	Iteration 71Q: 3 clusters Score -4100238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4100240.500000 Penalty: 5162.104980
	Iteration 72Q: 3 clusters Score -4100240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4100239.000000 Penalty: 5162.104980
	Iteration 73Q: 3 clusters Score -4100239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4100240.250000 Penalty: 5162.104980
	Iteration 74Q: 3 clusters Score -4100240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4100240.250000 Penalty: 5162.104980
	Iteration 75F: 3 clusters Score -4100240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 22847 members 
Entering Unmasked Estep 
Score: -134464224.000000 Penalty: 217528.843750
Splitting cluster 2 changes total score from -134464464.000000 to -134464224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -75713.820312 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -75713.82 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 505 members 
Entering Unmasked Estep 
Score: -74192.539062 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -74192.54 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75607.296875 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -75607.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76936.968750 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -76936.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77575.015625 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -77575.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77992.445312 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -77992.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78146.617188 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -78146.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78227.929688 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -78227.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78364.187500 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -78364.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78447.125000 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -78447.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78509.507812 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -78509.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78522.804688 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -78522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78526.171875 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -78526.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78526.171875 Penalty: 3433.142334
	Iteration 12F: 3 clusters Score -78526.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Entering Unmasked Estep 
Score: -134465184.000000 Penalty: 217528.843750
Splitting cluster 3 changes total score from -134464464.000000 to -134465184.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 4 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -819766.750000 Penalty: 2180.552246
	Iteration 0F: 2 clusters Score -819766.8 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 3302 members 
Entering Unmasked Estep 
Score: -814240.250000 Penalty: 4361.104492
	Iteration 0F: 3 clusters Score -814240.2 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -815723.937500 Penalty: 4361.104492
	Iteration 1F: 3 clusters Score -815723.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -815963.750000 Penalty: 4361.104492
	Iteration 2F: 3 clusters Score -815963.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -816130.250000 Penalty: 4361.104492
	Iteration 3Q: 3 clusters Score -816130.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -816252.437500 Penalty: 4361.104492
	Iteration 4Q: 3 clusters Score -816252.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -816349.312500 Penalty: 4361.104492
	Iteration 5Q: 3 clusters Score -816349.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -816449.375000 Penalty: 4361.104492
	Iteration 6Q: 3 clusters Score -816449.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -816557.250000 Penalty: 4361.104492
	Iteration 7Q: 3 clusters Score -816557.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -816689.125000 Penalty: 4361.104492
	Iteration 8Q: 3 clusters Score -816689.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -816843.125000 Penalty: 4361.104492
	Iteration 9Q: 3 clusters Score -816843.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -817009.500000 Penalty: 4361.104492
	Iteration 10Q: 3 clusters Score -817009.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -817142.500000 Penalty: 4361.104492
	Iteration 11Q: 3 clusters Score -817142.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -817250.937500 Penalty: 4361.104492
	Iteration 12Q: 3 clusters Score -817250.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -817341.125000 Penalty: 4361.104492
	Iteration 13Q: 3 clusters Score -817341.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -817435.625000 Penalty: 4361.104492
	Iteration 14Q: 3 clusters Score -817435.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -817512.562500 Penalty: 4361.104492
	Iteration 15Q: 3 clusters Score -817512.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -817570.562500 Penalty: 4361.104492
	Iteration 16Q: 3 clusters Score -817570.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -817613.812500 Penalty: 4361.104492
	Iteration 17Q: 3 clusters Score -817613.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -817650.812500 Penalty: 4361.104492
	Iteration 18Q: 3 clusters Score -817650.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -817686.500000 Penalty: 4361.104492
	Iteration 19Q: 3 clusters Score -817686.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -817711.937500 Penalty: 4361.104492
	Iteration 20F: 3 clusters Score -817711.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -817737.937500 Penalty: 4361.104492
	Iteration 21Q: 3 clusters Score -817737.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -817762.437500 Penalty: 4361.104492
	Iteration 22Q: 3 clusters Score -817762.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -817792.562500 Penalty: 4361.104492
	Iteration 23Q: 3 clusters Score -817792.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -817825.437500 Penalty: 4361.104492
	Iteration 24Q: 3 clusters Score -817825.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -817862.312500 Penalty: 4361.104492
	Iteration 25Q: 3 clusters Score -817862.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -817892.125000 Penalty: 4361.104492
	Iteration 26Q: 3 clusters Score -817892.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -817918.000000 Penalty: 4361.104492
	Iteration 27Q: 3 clusters Score -817918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -817953.937500 Penalty: 4361.104492
	Iteration 28Q: 3 clusters Score -817953.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -817983.937500 Penalty: 4361.104492
	Iteration 29Q: 3 clusters Score -817983.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -818012.125000 Penalty: 4361.104492
	Iteration 30Q: 3 clusters Score -818012.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -818045.062500 Penalty: 4361.104492
	Iteration 31Q: 3 clusters Score -818045.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -818086.750000 Penalty: 4361.104492
	Iteration 32Q: 3 clusters Score -818086.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -818128.875000 Penalty: 4361.104492
	Iteration 33Q: 3 clusters Score -818128.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -818180.312500 Penalty: 4361.104492
	Iteration 34Q: 3 clusters Score -818180.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -818208.875000 Penalty: 4361.104492
	Iteration 35Q: 3 clusters Score -818208.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -818227.687500 Penalty: 4361.104492
	Iteration 36Q: 3 clusters Score -818227.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -818242.250000 Penalty: 4361.104492
	Iteration 37Q: 3 clusters Score -818242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -818248.500000 Penalty: 4361.104492
	Iteration 38Q: 3 clusters Score -818248.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -818254.875000 Penalty: 4361.104492
	Iteration 39Q: 3 clusters Score -818254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -818259.437500 Penalty: 4361.104492
	Iteration 40F: 3 clusters Score -818259.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -818264.875000 Penalty: 4361.104492
	Iteration 41Q: 3 clusters Score -818264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -818266.687500 Penalty: 4361.104492
	Iteration 42Q: 3 clusters Score -818266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -818270.625000 Penalty: 4361.104492
	Iteration 43Q: 3 clusters Score -818270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -818269.625000 Penalty: 4361.104492
	Iteration 44Q: 3 clusters Score -818269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -818269.500000 Penalty: 4361.104492
	Iteration 45Q: 3 clusters Score -818269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -818270.687500 Penalty: 4361.104492
	Iteration 46Q: 3 clusters Score -818270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -818270.687500 Penalty: 4361.104492
	Iteration 47F: 3 clusters Score -818270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -323046.593750 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -323046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -320028.000000 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -320028 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -320654.093750 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -320654.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -320801.750000 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -320801.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -320904.218750 Penalty: 3905.681885
	Iteration 3Q: 3 clusters Score -320904.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -320961.187500 Penalty: 3905.681885
	Iteration 4Q: 3 clusters Score -320961.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -320998.625000 Penalty: 3905.681885
	Iteration 5Q: 3 clusters Score -320998.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -321031.343750 Penalty: 3905.681885
	Iteration 6Q: 3 clusters Score -321031.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -321055.281250 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -321055.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -321078.031250 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -321078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321097.093750 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -321097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -321115.437500 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -321115.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -321130.500000 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -321130.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321143.218750 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -321143.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -321155.875000 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -321155.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -321169.000000 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -321169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -321180.437500 Penalty: 3905.681885
	Iteration 15Q: 3 clusters Score -321180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -321191.843750 Penalty: 3905.681885
	Iteration 16Q: 3 clusters Score -321191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -321199.406250 Penalty: 3905.681885
	Iteration 17Q: 3 clusters Score -321199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -321204.312500 Penalty: 3905.681885
	Iteration 18Q: 3 clusters Score -321204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -321212.656250 Penalty: 3905.681885
	Iteration 19Q: 3 clusters Score -321212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -321218.406250 Penalty: 3905.681885
	Iteration 20F: 3 clusters Score -321218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -321226.000000 Penalty: 3905.681885
	Iteration 21Q: 3 clusters Score -321226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -321233.312500 Penalty: 3905.681885
	Iteration 22Q: 3 clusters Score -321233.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -321240.718750 Penalty: 3905.681885
	Iteration 23Q: 3 clusters Score -321240.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -321247.625000 Penalty: 3905.681885
	Iteration 24Q: 3 clusters Score -321247.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -321257.968750 Penalty: 3905.681885
	Iteration 25Q: 3 clusters Score -321258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -321267.750000 Penalty: 3905.681885
	Iteration 26Q: 3 clusters Score -321267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -321279.812500 Penalty: 3905.681885
	Iteration 27Q: 3 clusters Score -321279.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -321295.250000 Penalty: 3905.681885
	Iteration 28Q: 3 clusters Score -321295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321312.531250 Penalty: 3905.681885
	Iteration 29Q: 3 clusters Score -321312.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -321336.437500 Penalty: 3905.681885
	Iteration 30Q: 3 clusters Score -321336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321364.500000 Penalty: 3905.681885
	Iteration 31Q: 3 clusters Score -321364.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -321391.187500 Penalty: 3905.681885
	Iteration 32Q: 3 clusters Score -321391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -321403.218750 Penalty: 3905.681885
	Iteration 33Q: 3 clusters Score -321403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321410.812500 Penalty: 3905.681885
	Iteration 34Q: 3 clusters Score -321410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -321423.718750 Penalty: 3905.681885
	Iteration 35Q: 3 clusters Score -321423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -321432.906250 Penalty: 3905.681885
	Iteration 36Q: 3 clusters Score -321432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -321439.312500 Penalty: 3905.681885
	Iteration 37Q: 3 clusters Score -321439.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -321448.625000 Penalty: 3905.681885
	Iteration 38Q: 3 clusters Score -321448.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -321455.031250 Penalty: 3905.681885
	Iteration 39Q: 3 clusters Score -321455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -321462.312500 Penalty: 3905.681885
	Iteration 40F: 3 clusters Score -321462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -321468.968750 Penalty: 3905.681885
	Iteration 41Q: 3 clusters Score -321469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -321478.031250 Penalty: 3905.681885
	Iteration 42Q: 3 clusters Score -321478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -321487.625000 Penalty: 3905.681885
	Iteration 43Q: 3 clusters Score -321487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -321496.437500 Penalty: 3905.681885
	Iteration 44Q: 3 clusters Score -321496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -321505.000000 Penalty: 3905.681885
	Iteration 45Q: 3 clusters Score -321505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -321515.125000 Penalty: 3905.681885
	Iteration 46Q: 3 clusters Score -321515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -321532.218750 Penalty: 3905.681885
	Iteration 47Q: 3 clusters Score -321532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -321540.187500 Penalty: 3905.681885
	Iteration 48Q: 3 clusters Score -321540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -321546.562500 Penalty: 3905.681885
	Iteration 49Q: 3 clusters Score -321546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -321552.218750 Penalty: 3905.681885
	Iteration 50Q: 3 clusters Score -321552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -321559.781250 Penalty: 3905.681885
	Iteration 51Q: 3 clusters Score -321559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -321569.843750 Penalty: 3905.681885
	Iteration 52Q: 3 clusters Score -321569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -321573.968750 Penalty: 3905.681885
	Iteration 53Q: 3 clusters Score -321574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -321579.843750 Penalty: 3905.681885
	Iteration 54Q: 3 clusters Score -321579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -321582.562500 Penalty: 3905.681885
	Iteration 55Q: 3 clusters Score -321582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -321582.843750 Penalty: 3905.681885
	Iteration 56Q: 3 clusters Score -321582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -321583.406250 Penalty: 3905.681885
	Iteration 57Q: 3 clusters Score -321583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -321584.062500 Penalty: 3905.681885
	Iteration 58Q: 3 clusters Score -321584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -321584.062500 Penalty: 3905.681885
	Iteration 59F: 3 clusters Score -321584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (135007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135007 members 
Entering Unmasked Estep 
Score: -16872944.000000 Penalty: 2929.644287
	Iteration 0F: 2 clusters Score -1.687294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -16782552.000000 Penalty: 5859.288574
	Iteration 0F: 3 clusters Score -1.678255e+07 nChanged 64320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -16819932.000000 Penalty: 5859.288574
	Iteration 1F: 3 clusters Score -1.681993e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -16821104.000000 Penalty: 5859.288574
	Iteration 2Q: 3 clusters Score -1.68211e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -16822632.000000 Penalty: 5859.288574
	Iteration 3Q: 3 clusters Score -1.682263e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -16825100.000000 Penalty: 5859.288574
	Iteration 4Q: 3 clusters Score -1.68251e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -16828740.000000 Penalty: 5859.288574
	Iteration 5F: 3 clusters Score -1.682874e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -16834138.000000 Penalty: 5859.288574
	Iteration 6F: 3 clusters Score -1.683414e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -16841010.000000 Penalty: 5859.288574
	Iteration 7F: 3 clusters Score -1.684101e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -16848540.000000 Penalty: 5859.288574
	Iteration 8F: 3 clusters Score -1.684854e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -16855778.000000 Penalty: 5859.288574
	Iteration 9F: 3 clusters Score -1.685578e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -16861680.000000 Penalty: 5859.288574
	Iteration 10F: 3 clusters Score -1.686168e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -16865906.000000 Penalty: 5859.288574
	Iteration 11Q: 3 clusters Score -1.686591e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -16868160.000000 Penalty: 5859.288574
	Iteration 12Q: 3 clusters Score -1.686816e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 133643 members 
Entering Unmasked Estep 
Score: -16869286.000000 Penalty: 5859.288574
	Iteration 13Q: 3 clusters Score -1.686929e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 134201 members 
Entering Unmasked Estep 
Score: -16869778.000000 Penalty: 5859.288574
	Iteration 14Q: 3 clusters Score -1.686978e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -16870044.000000 Penalty: 5859.288574
	Iteration 15Q: 3 clusters Score -1.687004e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -16870176.000000 Penalty: 5859.288574
	Iteration 16Q: 3 clusters Score -1.687018e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 134588 members 
Entering Unmasked Estep 
Score: -16870236.000000 Penalty: 5859.288574
	Iteration 17Q: 3 clusters Score -1.687024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -16870266.000000 Penalty: 5859.288574
	Iteration 18Q: 3 clusters Score -1.687027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 134627 members 
Entering Unmasked Estep 
Score: -16870268.000000 Penalty: 5859.288574
	Iteration 19Q: 3 clusters Score -1.687027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -16870268.000000 Penalty: 5859.288574
	Iteration 20F: 3 clusters Score -1.687027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 134638 members 
Entering Unmasked Estep 
Score: -16870278.000000 Penalty: 5859.288574
	Iteration 21Q: 3 clusters Score -1.687028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -16870270.000000 Penalty: 5859.288574
	Iteration 22Q: 3 clusters Score -1.687027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 134646 members 
Entering Unmasked Estep 
Score: -16870280.000000 Penalty: 5859.288574
	Iteration 23Q: 3 clusters Score -1.687028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 134647 members 
Entering Unmasked Estep 
Score: -16870298.000000 Penalty: 5859.288574
	Iteration 24Q: 3 clusters Score -1.68703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -16870308.000000 Penalty: 5859.288574
	Iteration 25Q: 3 clusters Score -1.687031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -16870302.000000 Penalty: 5859.288574
	Iteration 26Q: 3 clusters Score -1.68703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 134656 members 
Entering Unmasked Estep 
Score: -16870320.000000 Penalty: 5859.288574
	Iteration 27Q: 3 clusters Score -1.687032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -16870338.000000 Penalty: 5859.288574
	Iteration 28Q: 3 clusters Score -1.687034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -16870334.000000 Penalty: 5859.288574
	Iteration 29Q: 3 clusters Score -1.687033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -16870334.000000 Penalty: 5859.288574
	Iteration 30Q: 3 clusters Score -1.687033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -16870336.000000 Penalty: 5859.288574
	Iteration 31Q: 3 clusters Score -1.687034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 134669 members 
Entering Unmasked Estep 
Score: -16870332.000000 Penalty: 5859.288574
	Iteration 32Q: 3 clusters Score -1.687033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -16870342.000000 Penalty: 5859.288574
	Iteration 33Q: 3 clusters Score -1.687034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 134676 members 
Entering Unmasked Estep 
Score: -16870340.000000 Penalty: 5859.288574
	Iteration 34Q: 3 clusters Score -1.687034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -16870354.000000 Penalty: 5859.288574
	Iteration 35Q: 3 clusters Score -1.687035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -16870358.000000 Penalty: 5859.288574
	Iteration 36Q: 3 clusters Score -1.687036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 134679 members 
Entering Unmasked Estep 
Score: -16870354.000000 Penalty: 5859.288574
	Iteration 37Q: 3 clusters Score -1.687035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -16870358.000000 Penalty: 5859.288574
	Iteration 38Q: 3 clusters Score -1.687036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -16870358.000000 Penalty: 5859.288574
	Iteration 39F: 3 clusters Score -1.687036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -141739.750000 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -141739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139656.890625 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -139656.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -140010.859375 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -140010.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140132.281250 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -140132.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -140208.484375 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -140208.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -140248.515625 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -140248.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -140273.562500 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -140273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -140288.593750 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -140288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -140299.515625 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -140299.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140311.687500 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -140311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140320.859375 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -140320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -140330.390625 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -140330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140344.531250 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -140344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140358.343750 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -140358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140363.890625 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -140363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -140366.734375 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -140366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140369.187500 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -140369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140373.015625 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -140373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140375.078125 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -140375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140377.234375 Penalty: 3501.144043
	Iteration 18Q: 3 clusters Score -140377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140379.375000 Penalty: 3501.144043
	Iteration 19Q: 3 clusters Score -140379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140381.562500 Penalty: 3501.144043
	Iteration 20F: 3 clusters Score -140381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140385.921875 Penalty: 3501.144043
	Iteration 21Q: 3 clusters Score -140385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -140390.609375 Penalty: 3501.144043
	Iteration 22Q: 3 clusters Score -140390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140393.781250 Penalty: 3501.144043
	Iteration 23Q: 3 clusters Score -140393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140394.359375 Penalty: 3501.144043
	Iteration 24Q: 3 clusters Score -140394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140395.125000 Penalty: 3501.144043
	Iteration 25Q: 3 clusters Score -140395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140395.656250 Penalty: 3501.144043
	Iteration 26Q: 3 clusters Score -140395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -140396.656250 Penalty: 3501.144043
	Iteration 27Q: 3 clusters Score -140396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140399.000000 Penalty: 3501.144043
	Iteration 28Q: 3 clusters Score -140399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140400.500000 Penalty: 3501.144043
	Iteration 29Q: 3 clusters Score -140400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140400.500000 Penalty: 3501.144043
	Iteration 30F: 3 clusters Score -140400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -1089064.000000 Penalty: 2277.682129
	Iteration 0F: 2 clusters Score -1089064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1081552.500000 Penalty: 4555.364258
	Iteration 0F: 3 clusters Score -1081552 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1084072.250000 Penalty: 4555.364258
	Iteration 1F: 3 clusters Score -1084072 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1084616.750000 Penalty: 4555.364258
	Iteration 2F: 3 clusters Score -1084617 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1085101.375000 Penalty: 4555.364258
	Iteration 3F: 3 clusters Score -1085101 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1085536.125000 Penalty: 4555.364258
	Iteration 4F: 3 clusters Score -1085536 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1085977.750000 Penalty: 4555.364258
	Iteration 5F: 3 clusters Score -1085978 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1086327.000000 Penalty: 4555.364258
	Iteration 6F: 3 clusters Score -1086327 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1086583.750000 Penalty: 4555.364258
	Iteration 7Q: 3 clusters Score -1086584 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1086810.125000 Penalty: 4555.364258
	Iteration 8Q: 3 clusters Score -1086810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1086999.125000 Penalty: 4555.364258
	Iteration 9Q: 3 clusters Score -1086999 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1087157.875000 Penalty: 4555.364258
	Iteration 10Q: 3 clusters Score -1087158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1087241.375000 Penalty: 4555.364258
	Iteration 11Q: 3 clusters Score -1087241 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1087298.625000 Penalty: 4555.364258
	Iteration 12Q: 3 clusters Score -1087299 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1087352.625000 Penalty: 4555.364258
	Iteration 13Q: 3 clusters Score -1087353 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1087387.625000 Penalty: 4555.364258
	Iteration 14Q: 3 clusters Score -1087388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1087417.250000 Penalty: 4555.364258
	Iteration 15Q: 3 clusters Score -1087417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1087435.125000 Penalty: 4555.364258
	Iteration 16Q: 3 clusters Score -1087435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1087451.750000 Penalty: 4555.364258
	Iteration 17Q: 3 clusters Score -1087452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1087468.875000 Penalty: 4555.364258
	Iteration 18Q: 3 clusters Score -1087469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1087483.750000 Penalty: 4555.364258
	Iteration 19Q: 3 clusters Score -1087484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1087500.750000 Penalty: 4555.364258
	Iteration 20F: 3 clusters Score -1087501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1087516.375000 Penalty: 4555.364258
	Iteration 21Q: 3 clusters Score -1087516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1087534.125000 Penalty: 4555.364258
	Iteration 22Q: 3 clusters Score -1087534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1087544.625000 Penalty: 4555.364258
	Iteration 23Q: 3 clusters Score -1087545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1087563.375000 Penalty: 4555.364258
	Iteration 24Q: 3 clusters Score -1087563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1087579.625000 Penalty: 4555.364258
	Iteration 25Q: 3 clusters Score -1087580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1087593.875000 Penalty: 4555.364258
	Iteration 26Q: 3 clusters Score -1087594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1087606.750000 Penalty: 4555.364258
	Iteration 27Q: 3 clusters Score -1087607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1087621.000000 Penalty: 4555.364258
	Iteration 28Q: 3 clusters Score -1087621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1087635.375000 Penalty: 4555.364258
	Iteration 29Q: 3 clusters Score -1087635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1087644.375000 Penalty: 4555.364258
	Iteration 30Q: 3 clusters Score -1087644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1087653.000000 Penalty: 4555.364258
	Iteration 31Q: 3 clusters Score -1087653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1087664.625000 Penalty: 4555.364258
	Iteration 32Q: 3 clusters Score -1087665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1087672.875000 Penalty: 4555.364258
	Iteration 33Q: 3 clusters Score -1087673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1087674.625000 Penalty: 4555.364258
	Iteration 34Q: 3 clusters Score -1087675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1087677.375000 Penalty: 4555.364258
	Iteration 35Q: 3 clusters Score -1087677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1087683.500000 Penalty: 4555.364258
	Iteration 36Q: 3 clusters Score -1087684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1087689.875000 Penalty: 4555.364258
	Iteration 37Q: 3 clusters Score -1087690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1087692.250000 Penalty: 4555.364258
	Iteration 38Q: 3 clusters Score -1087692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1087695.875000 Penalty: 4555.364258
	Iteration 39Q: 3 clusters Score -1087696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1087698.125000 Penalty: 4555.364258
	Iteration 40F: 3 clusters Score -1087698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1087705.125000 Penalty: 4555.364258
	Iteration 41Q: 3 clusters Score -1087705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1087704.250000 Penalty: 4555.364258
	Iteration 42Q: 3 clusters Score -1087704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1087711.125000 Penalty: 4555.364258
	Iteration 43Q: 3 clusters Score -1087711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1087717.500000 Penalty: 4555.364258
	Iteration 44Q: 3 clusters Score -1087718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1087718.250000 Penalty: 4555.364258
	Iteration 45Q: 3 clusters Score -1087718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1087717.500000 Penalty: 4555.364258
	Iteration 46Q: 3 clusters Score -1087718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1087725.125000 Penalty: 4555.364258
	Iteration 47Q: 3 clusters Score -1087725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1087725.625000 Penalty: 4555.364258
	Iteration 48Q: 3 clusters Score -1087726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1087727.750000 Penalty: 4555.364258
	Iteration 49Q: 3 clusters Score -1087728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1087729.500000 Penalty: 4555.364258
	Iteration 50Q: 3 clusters Score -1087730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1087732.500000 Penalty: 4555.364258
	Iteration 51Q: 3 clusters Score -1087732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1087736.250000 Penalty: 4555.364258
	Iteration 52Q: 3 clusters Score -1087736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1087740.375000 Penalty: 4555.364258
	Iteration 53Q: 3 clusters Score -1087740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1087739.375000 Penalty: 4555.364258
	Iteration 54Q: 3 clusters Score -1087739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1087743.125000 Penalty: 4555.364258
	Iteration 55Q: 3 clusters Score -1087743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1087743.125000 Penalty: 4555.364258
	Iteration 56F: 3 clusters Score -1087743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Entering Unmasked Estep 
Score: -4722011.500000 Penalty: 2615.472900
	Iteration 0F: 2 clusters Score -4722012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4696186.500000 Penalty: 5230.945801
	Iteration 0F: 3 clusters Score -4696186 nChanged 17353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4706315.500000 Penalty: 5230.945801
	Iteration 1F: 3 clusters Score -4706316 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4707841.000000 Penalty: 5230.945801
	Iteration 2F: 3 clusters Score -4707841 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4710140.000000 Penalty: 5230.945801
	Iteration 3F: 3 clusters Score -4710140 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4712935.000000 Penalty: 5230.945801
	Iteration 4F: 3 clusters Score -4712935 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4715599.000000 Penalty: 5230.945801
	Iteration 5F: 3 clusters Score -4715599 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -4717712.500000 Penalty: 5230.945801
	Iteration 6F: 3 clusters Score -4717712 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4719388.500000 Penalty: 5230.945801
	Iteration 7Q: 3 clusters Score -4719388 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4720222.000000 Penalty: 5230.945801
	Iteration 8Q: 3 clusters Score -4720222 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4720661.500000 Penalty: 5230.945801
	Iteration 9Q: 3 clusters Score -4720662 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4720921.000000 Penalty: 5230.945801
	Iteration 10Q: 3 clusters Score -4720921 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4721014.500000 Penalty: 5230.945801
	Iteration 11Q: 3 clusters Score -4721014 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4721106.000000 Penalty: 5230.945801
	Iteration 12Q: 3 clusters Score -4721106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4721162.000000 Penalty: 5230.945801
	Iteration 13Q: 3 clusters Score -4721162 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4721191.500000 Penalty: 5230.945801
	Iteration 14Q: 3 clusters Score -4721192 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4721229.000000 Penalty: 5230.945801
	Iteration 15Q: 3 clusters Score -4721229 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4721266.000000 Penalty: 5230.945801
	Iteration 16Q: 3 clusters Score -4721266 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4721279.500000 Penalty: 5230.945801
	Iteration 17Q: 3 clusters Score -4721280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4721320.500000 Penalty: 5230.945801
	Iteration 18Q: 3 clusters Score -4721320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4721331.000000 Penalty: 5230.945801
	Iteration 19Q: 3 clusters Score -4721331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4721371.500000 Penalty: 5230.945801
	Iteration 20F: 3 clusters Score -4721372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4721393.500000 Penalty: 5230.945801
	Iteration 21Q: 3 clusters Score -4721394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4721389.500000 Penalty: 5230.945801
	Iteration 22Q: 3 clusters Score -4721390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4721405.500000 Penalty: 5230.945801
	Iteration 23Q: 3 clusters Score -4721406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4721421.500000 Penalty: 5230.945801
	Iteration 24Q: 3 clusters Score -4721422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4721421.000000 Penalty: 5230.945801
	Iteration 25Q: 3 clusters Score -4721421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4721425.500000 Penalty: 5230.945801
	Iteration 26Q: 3 clusters Score -4721426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4721440.000000 Penalty: 5230.945801
	Iteration 27Q: 3 clusters Score -4721440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4721441.500000 Penalty: 5230.945801
	Iteration 28Q: 3 clusters Score -4721442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4721451.500000 Penalty: 5230.945801
	Iteration 29Q: 3 clusters Score -4721452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4721456.000000 Penalty: 5230.945801
	Iteration 30Q: 3 clusters Score -4721456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4721460.000000 Penalty: 5230.945801
	Iteration 31Q: 3 clusters Score -4721460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4721461.000000 Penalty: 5230.945801
	Iteration 32Q: 3 clusters Score -4721461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4721458.500000 Penalty: 5230.945801
	Iteration 33Q: 3 clusters Score -4721458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4721463.500000 Penalty: 5230.945801
	Iteration 34Q: 3 clusters Score -4721464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4721469.000000 Penalty: 5230.945801
	Iteration 35Q: 3 clusters Score -4721469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4721460.000000 Penalty: 5230.945801
	Iteration 36Q: 3 clusters Score -4721460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4721461.500000 Penalty: 5230.945801
	Iteration 37Q: 3 clusters Score -4721462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4721462.000000 Penalty: 5230.945801
	Iteration 38Q: 3 clusters Score -4721462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4721451.500000 Penalty: 5230.945801
	Iteration 39Q: 3 clusters Score -4721452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4721455.500000 Penalty: 5230.945801
	Iteration 40F: 3 clusters Score -4721456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4721464.500000 Penalty: 5230.945801
	Iteration 41Q: 3 clusters Score -4721464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4721467.500000 Penalty: 5230.945801
	Iteration 42Q: 3 clusters Score -4721468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4721467.000000 Penalty: 5230.945801
	Iteration 43Q: 3 clusters Score -4721467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4721472.500000 Penalty: 5230.945801
	Iteration 44Q: 3 clusters Score -4721472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4721463.500000 Penalty: 5230.945801
	Iteration 45Q: 3 clusters Score -4721464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4721463.500000 Penalty: 5230.945801
	Iteration 46Q: 3 clusters Score -4721464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4721468.000000 Penalty: 5230.945801
	Iteration 47Q: 3 clusters Score -4721468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4721475.000000 Penalty: 5230.945801
	Iteration 48Q: 3 clusters Score -4721475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4721478.500000 Penalty: 5230.945801
	Iteration 49Q: 3 clusters Score -4721478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4721472.000000 Penalty: 5230.945801
	Iteration 50Q: 3 clusters Score -4721472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4721479.000000 Penalty: 5230.945801
	Iteration 51Q: 3 clusters Score -4721479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4721474.000000 Penalty: 5230.945801
	Iteration 52Q: 3 clusters Score -4721474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4721474.500000 Penalty: 5230.945801
	Iteration 53Q: 3 clusters Score -4721474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4721471.500000 Penalty: 5230.945801
	Iteration 54Q: 3 clusters Score -4721472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4721474.000000 Penalty: 5230.945801
	Iteration 55Q: 3 clusters Score -4721474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4721472.500000 Penalty: 5230.945801
	Iteration 56Q: 3 clusters Score -4721472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4721474.500000 Penalty: 5230.945801
	Iteration 57Q: 3 clusters Score -4721474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4721481.000000 Penalty: 5230.945801
	Iteration 58Q: 3 clusters Score -4721481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4721477.000000 Penalty: 5230.945801
	Iteration 59Q: 3 clusters Score -4721477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4721478.500000 Penalty: 5230.945801
	Iteration 60F: 3 clusters Score -4721478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4721482.500000 Penalty: 5230.945801
	Iteration 61Q: 3 clusters Score -4721482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4721481.000000 Penalty: 5230.945801
	Iteration 62Q: 3 clusters Score -4721481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4721480.000000 Penalty: 5230.945801
	Iteration 63Q: 3 clusters Score -4721480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4721480.000000 Penalty: 5230.945801
	Iteration 64F: 3 clusters Score -4721480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Entering Unmasked Estep 
Score: -4285910.500000 Penalty: 2588.846680
	Iteration 0F: 2 clusters Score -4285910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4262788.000000 Penalty: 5177.693359
	Iteration 0F: 3 clusters Score -4262788 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4271542.500000 Penalty: 5177.693359
	Iteration 1F: 3 clusters Score -4271542 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4272474.500000 Penalty: 5177.693359
	Iteration 2F: 3 clusters Score -4272474 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4273592.000000 Penalty: 5177.693359
	Iteration 3F: 3 clusters Score -4273592 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4274915.500000 Penalty: 5177.693359
	Iteration 4F: 3 clusters Score -4274916 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4276558.500000 Penalty: 5177.693359
	Iteration 5F: 3 clusters Score -4276558 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4278564.500000 Penalty: 5177.693359
	Iteration 6F: 3 clusters Score -4278564 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4280563.500000 Penalty: 5177.693359
	Iteration 7F: 3 clusters Score -4280564 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4282179.500000 Penalty: 5177.693359
	Iteration 8F: 3 clusters Score -4282180 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4283232.500000 Penalty: 5177.693359
	Iteration 9Q: 3 clusters Score -4283232 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4284003.000000 Penalty: 5177.693359
	Iteration 10Q: 3 clusters Score -4284003 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4284530.000000 Penalty: 5177.693359
	Iteration 11Q: 3 clusters Score -4284530 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4284828.500000 Penalty: 5177.693359
	Iteration 12Q: 3 clusters Score -4284828 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4284985.500000 Penalty: 5177.693359
	Iteration 13Q: 3 clusters Score -4284986 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4285071.000000 Penalty: 5177.693359
	Iteration 14Q: 3 clusters Score -4285071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4285091.500000 Penalty: 5177.693359
	Iteration 15Q: 3 clusters Score -4285092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4285119.000000 Penalty: 5177.693359
	Iteration 16Q: 3 clusters Score -4285119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4285121.000000 Penalty: 5177.693359
	Iteration 17Q: 3 clusters Score -4285121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4285142.500000 Penalty: 5177.693359
	Iteration 18Q: 3 clusters Score -4285142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4285159.500000 Penalty: 5177.693359
	Iteration 19Q: 3 clusters Score -4285160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4285172.500000 Penalty: 5177.693359
	Iteration 20F: 3 clusters Score -4285172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4285180.000000 Penalty: 5177.693359
	Iteration 21Q: 3 clusters Score -4285180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4285187.500000 Penalty: 5177.693359
	Iteration 22Q: 3 clusters Score -4285188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4285184.500000 Penalty: 5177.693359
	Iteration 23Q: 3 clusters Score -4285184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4285184.500000 Penalty: 5177.693359
	Iteration 24Q: 3 clusters Score -4285184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4285185.500000 Penalty: 5177.693359
	Iteration 25Q: 3 clusters Score -4285186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4285186.000000 Penalty: 5177.693359
	Iteration 26Q: 3 clusters Score -4285186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4285179.000000 Penalty: 5177.693359
	Iteration 27Q: 3 clusters Score -4285179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4285182.500000 Penalty: 5177.693359
	Iteration 28Q: 3 clusters Score -4285182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4285183.500000 Penalty: 5177.693359
	Iteration 29Q: 3 clusters Score -4285184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4285189.500000 Penalty: 5177.693359
	Iteration 30Q: 3 clusters Score -4285190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4285189.500000 Penalty: 5177.693359
	Iteration 31F: 3 clusters Score -4285190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -734035.312500 Penalty: 2157.231445
	Iteration 0F: 2 clusters Score -734035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -728970.562500 Penalty: 4314.462891
	Iteration 0F: 3 clusters Score -728970.6 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -730345.187500 Penalty: 4314.462891
	Iteration 1F: 3 clusters Score -730345.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -730735.437500 Penalty: 4314.462891
	Iteration 2F: 3 clusters Score -730735.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -731075.875000 Penalty: 4314.462891
	Iteration 3F: 3 clusters Score -731075.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -731435.562500 Penalty: 4314.462891
	Iteration 4F: 3 clusters Score -731435.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -731755.312500 Penalty: 4314.462891
	Iteration 5F: 3 clusters Score -731755.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -732039.375000 Penalty: 4314.462891
	Iteration 6F: 3 clusters Score -732039.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -732275.250000 Penalty: 4314.462891
	Iteration 7Q: 3 clusters Score -732275.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -732434.437500 Penalty: 4314.462891
	Iteration 8Q: 3 clusters Score -732434.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -732552.750000 Penalty: 4314.462891
	Iteration 9Q: 3 clusters Score -732552.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -732630.437500 Penalty: 4314.462891
	Iteration 10Q: 3 clusters Score -732630.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -732695.937500 Penalty: 4314.462891
	Iteration 11Q: 3 clusters Score -732695.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -732743.625000 Penalty: 4314.462891
	Iteration 12Q: 3 clusters Score -732743.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -732768.187500 Penalty: 4314.462891
	Iteration 13Q: 3 clusters Score -732768.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -732776.937500 Penalty: 4314.462891
	Iteration 14Q: 3 clusters Score -732776.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -732790.625000 Penalty: 4314.462891
	Iteration 15Q: 3 clusters Score -732790.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -732803.375000 Penalty: 4314.462891
	Iteration 16Q: 3 clusters Score -732803.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -732814.437500 Penalty: 4314.462891
	Iteration 17Q: 3 clusters Score -732814.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -732825.375000 Penalty: 4314.462891
	Iteration 18Q: 3 clusters Score -732825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -732829.187500 Penalty: 4314.462891
	Iteration 19Q: 3 clusters Score -732829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -732834.875000 Penalty: 4314.462891
	Iteration 20F: 3 clusters Score -732834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -732835.625000 Penalty: 4314.462891
	Iteration 21Q: 3 clusters Score -732835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -732837.437500 Penalty: 4314.462891
	Iteration 22Q: 3 clusters Score -732837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -732838.000000 Penalty: 4314.462891
	Iteration 23Q: 3 clusters Score -732838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -732837.062500 Penalty: 4314.462891
	Iteration 24Q: 3 clusters Score -732837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -732837.750000 Penalty: 4314.462891
	Iteration 25Q: 3 clusters Score -732837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -732837.750000 Penalty: 4314.462891
	Iteration 26F: 3 clusters Score -732837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -832944.187500 Penalty: 2191.312500
	Iteration 0F: 2 clusters Score -832944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -827201.500000 Penalty: 4382.625000
	Iteration 0F: 3 clusters Score -827201.5 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -828707.375000 Penalty: 4382.625000
	Iteration 1F: 3 clusters Score -828707.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -828994.375000 Penalty: 4382.625000
	Iteration 2F: 3 clusters Score -828994.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -829206.500000 Penalty: 4382.625000
	Iteration 3F: 3 clusters Score -829206.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -829374.000000 Penalty: 4382.625000
	Iteration 4Q: 3 clusters Score -829374 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -829518.187500 Penalty: 4382.625000
	Iteration 5Q: 3 clusters Score -829518.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -829647.187500 Penalty: 4382.625000
	Iteration 6Q: 3 clusters Score -829647.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -829767.750000 Penalty: 4382.625000
	Iteration 7Q: 3 clusters Score -829767.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -829868.000000 Penalty: 4382.625000
	Iteration 8Q: 3 clusters Score -829868 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -829967.000000 Penalty: 4382.625000
	Iteration 9Q: 3 clusters Score -829967 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -830068.000000 Penalty: 4382.625000
	Iteration 10Q: 3 clusters Score -830068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -830170.187500 Penalty: 4382.625000
	Iteration 11Q: 3 clusters Score -830170.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -830274.187500 Penalty: 4382.625000
	Iteration 12Q: 3 clusters Score -830274.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -830366.625000 Penalty: 4382.625000
	Iteration 13Q: 3 clusters Score -830366.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -830457.750000 Penalty: 4382.625000
	Iteration 14Q: 3 clusters Score -830457.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -830530.500000 Penalty: 4382.625000
	Iteration 15Q: 3 clusters Score -830530.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -830591.937500 Penalty: 4382.625000
	Iteration 16Q: 3 clusters Score -830591.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -830640.187500 Penalty: 4382.625000
	Iteration 17Q: 3 clusters Score -830640.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -830685.375000 Penalty: 4382.625000
	Iteration 18Q: 3 clusters Score -830685.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -830745.125000 Penalty: 4382.625000
	Iteration 19Q: 3 clusters Score -830745.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -830808.250000 Penalty: 4382.625000
	Iteration 20F: 3 clusters Score -830808.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -830854.750000 Penalty: 4382.625000
	Iteration 21Q: 3 clusters Score -830854.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -830894.562500 Penalty: 4382.625000
	Iteration 22Q: 3 clusters Score -830894.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -830926.875000 Penalty: 4382.625000
	Iteration 23Q: 3 clusters Score -830926.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -830950.875000 Penalty: 4382.625000
	Iteration 24Q: 3 clusters Score -830950.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -830971.562500 Penalty: 4382.625000
	Iteration 25Q: 3 clusters Score -830971.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -830986.750000 Penalty: 4382.625000
	Iteration 26Q: 3 clusters Score -830986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -830996.812500 Penalty: 4382.625000
	Iteration 27Q: 3 clusters Score -830996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -831014.375000 Penalty: 4382.625000
	Iteration 28Q: 3 clusters Score -831014.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -831030.500000 Penalty: 4382.625000
	Iteration 29Q: 3 clusters Score -831030.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -831048.500000 Penalty: 4382.625000
	Iteration 30Q: 3 clusters Score -831048.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -831057.562500 Penalty: 4382.625000
	Iteration 31Q: 3 clusters Score -831057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -831066.812500 Penalty: 4382.625000
	Iteration 32Q: 3 clusters Score -831066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -831075.562500 Penalty: 4382.625000
	Iteration 33Q: 3 clusters Score -831075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -831081.312500 Penalty: 4382.625000
	Iteration 34Q: 3 clusters Score -831081.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -831089.187500 Penalty: 4382.625000
	Iteration 35Q: 3 clusters Score -831089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -831091.875000 Penalty: 4382.625000
	Iteration 36Q: 3 clusters Score -831091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -831095.875000 Penalty: 4382.625000
	Iteration 37Q: 3 clusters Score -831095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -831099.000000 Penalty: 4382.625000
	Iteration 38Q: 3 clusters Score -831099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -831103.687500 Penalty: 4382.625000
	Iteration 39Q: 3 clusters Score -831103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -831107.250000 Penalty: 4382.625000
	Iteration 40F: 3 clusters Score -831107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -831106.312500 Penalty: 4382.625000
	Iteration 41Q: 3 clusters Score -831106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -831108.250000 Penalty: 4382.625000
	Iteration 42Q: 3 clusters Score -831108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -831107.812500 Penalty: 4382.625000
	Iteration 43Q: 3 clusters Score -831107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -831108.750000 Penalty: 4382.625000
	Iteration 44Q: 3 clusters Score -831108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -831108.125000 Penalty: 4382.625000
	Iteration 45Q: 3 clusters Score -831108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -831108.125000 Penalty: 4382.625000
	Iteration 46F: 3 clusters Score -831108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (241390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241390 members 
Entering Unmasked Estep 
Score: -30299486.000000 Penalty: 3073.753906
	Iteration 0F: 2 clusters Score -3.029949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -30156356.000000 Penalty: 6147.507812
	Iteration 0F: 3 clusters Score -3.015636e+07 nChanged 116485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118847 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -30225248.000000 Penalty: 6147.507812
	Iteration 1F: 3 clusters Score -3.022525e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -30227286.000000 Penalty: 6147.507812
	Iteration 2Q: 3 clusters Score -3.022729e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -30229646.000000 Penalty: 6147.507812
	Iteration 3Q: 3 clusters Score -3.022965e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -30232554.000000 Penalty: 6147.507812
	Iteration 4Q: 3 clusters Score -3.023255e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -30236054.000000 Penalty: 6147.507812
	Iteration 5Q: 3 clusters Score -3.023605e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -30240202.000000 Penalty: 6147.507812
	Iteration 6Q: 3 clusters Score -3.02402e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -30246106.000000 Penalty: 6147.507812
	Iteration 7F: 3 clusters Score -3.024611e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 161658 members 
Entering Unmasked Estep 
Score: -30253670.000000 Penalty: 6147.507812
	Iteration 8F: 3 clusters Score -3.025367e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 175530 members 
Entering Unmasked Estep 
Score: -30261882.000000 Penalty: 6147.507812
	Iteration 9F: 3 clusters Score -3.026188e+07 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 189079 members 
Entering Unmasked Estep 
Score: -30268978.000000 Penalty: 6147.507812
	Iteration 10F: 3 clusters Score -3.026898e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -30275204.000000 Penalty: 6147.507812
	Iteration 11F: 3 clusters Score -3.02752e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 211620 members 
Entering Unmasked Estep 
Score: -30281142.000000 Penalty: 6147.507812
	Iteration 12Q: 3 clusters Score -3.028114e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 220315 members 
Entering Unmasked Estep 
Score: -30286212.000000 Penalty: 6147.507812
	Iteration 13Q: 3 clusters Score -3.028621e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 227014 members 
Entering Unmasked Estep 
Score: -30290106.000000 Penalty: 6147.507812
	Iteration 14Q: 3 clusters Score -3.029011e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 231588 members 
Entering Unmasked Estep 
Score: -30292962.000000 Penalty: 6147.507812
	Iteration 15Q: 3 clusters Score -3.029296e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 234176 members 
Entering Unmasked Estep 
Score: -30294962.000000 Penalty: 6147.507812
	Iteration 16Q: 3 clusters Score -3.029496e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 235499 members 
Entering Unmasked Estep 
Score: -30295900.000000 Penalty: 6147.507812
	Iteration 17Q: 3 clusters Score -3.02959e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 236308 members 
Entering Unmasked Estep 
Score: -30296464.000000 Penalty: 6147.507812
	Iteration 18Q: 3 clusters Score -3.029646e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 236870 members 
Entering Unmasked Estep 
Score: -30296784.000000 Penalty: 6147.507812
	Iteration 19Q: 3 clusters Score -3.029678e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 237244 members 
Entering Unmasked Estep 
Score: -30296946.000000 Penalty: 6147.507812
	Iteration 20F: 3 clusters Score -3.029695e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 237547 members 
Entering Unmasked Estep 
Score: -30297012.000000 Penalty: 6147.507812
	Iteration 21Q: 3 clusters Score -3.029701e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 237775 members 
Entering Unmasked Estep 
Score: -30297120.000000 Penalty: 6147.507812
	Iteration 22Q: 3 clusters Score -3.029712e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 237943 members 
Entering Unmasked Estep 
Score: -30297130.000000 Penalty: 6147.507812
	Iteration 23Q: 3 clusters Score -3.029713e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 238083 members 
Entering Unmasked Estep 
Score: -30297230.000000 Penalty: 6147.507812
	Iteration 24Q: 3 clusters Score -3.029723e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 238188 members 
Entering Unmasked Estep 
Score: -30297228.000000 Penalty: 6147.507812
	Iteration 25Q: 3 clusters Score -3.029723e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 238288 members 
Entering Unmasked Estep 
Score: -30297262.000000 Penalty: 6147.507812
	Iteration 26Q: 3 clusters Score -3.029726e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 238381 members 
Entering Unmasked Estep 
Score: -30297290.000000 Penalty: 6147.507812
	Iteration 27Q: 3 clusters Score -3.029729e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 238443 members 
Entering Unmasked Estep 
Score: -30297328.000000 Penalty: 6147.507812
	Iteration 28Q: 3 clusters Score -3.029733e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -30297360.000000 Penalty: 6147.507812
	Iteration 29Q: 3 clusters Score -3.029736e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 238541 members 
Entering Unmasked Estep 
Score: -30297388.000000 Penalty: 6147.507812
	Iteration 30Q: 3 clusters Score -3.029739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 238572 members 
Entering Unmasked Estep 
Score: -30297412.000000 Penalty: 6147.507812
	Iteration 31Q: 3 clusters Score -3.029741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 238606 members 
Entering Unmasked Estep 
Score: -30297452.000000 Penalty: 6147.507812
	Iteration 32Q: 3 clusters Score -3.029745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 238631 members 
Entering Unmasked Estep 
Score: -30297480.000000 Penalty: 6147.507812
	Iteration 33Q: 3 clusters Score -3.029748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 238655 members 
Entering Unmasked Estep 
Score: -30297426.000000 Penalty: 6147.507812
	Iteration 34Q: 3 clusters Score -3.029743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 238680 members 
Entering Unmasked Estep 
Score: -30297416.000000 Penalty: 6147.507812
	Iteration 35Q: 3 clusters Score -3.029742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 238712 members 
Entering Unmasked Estep 
Score: -30297404.000000 Penalty: 6147.507812
	Iteration 36Q: 3 clusters Score -3.02974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 238737 members 
Entering Unmasked Estep 
Score: -30297410.000000 Penalty: 6147.507812
	Iteration 37Q: 3 clusters Score -3.029741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 238764 members 
Entering Unmasked Estep 
Score: -30297426.000000 Penalty: 6147.507812
	Iteration 38Q: 3 clusters Score -3.029743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 238799 members 
Entering Unmasked Estep 
Score: -30297450.000000 Penalty: 6147.507812
	Iteration 39Q: 3 clusters Score -3.029745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 238821 members 
Entering Unmasked Estep 
Score: -30297466.000000 Penalty: 6147.507812
	Iteration 40F: 3 clusters Score -3.029747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 238855 members 
Entering Unmasked Estep 
Score: -30297464.000000 Penalty: 6147.507812
	Iteration 41Q: 3 clusters Score -3.029746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 238879 members 
Entering Unmasked Estep 
Score: -30297456.000000 Penalty: 6147.507812
	Iteration 42Q: 3 clusters Score -3.029746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 238904 members 
Entering Unmasked Estep 
Score: -30297448.000000 Penalty: 6147.507812
	Iteration 43Q: 3 clusters Score -3.029745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 238923 members 
Entering Unmasked Estep 
Score: -30297438.000000 Penalty: 6147.507812
	Iteration 44Q: 3 clusters Score -3.029744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 238934 members 
Entering Unmasked Estep 
Score: -30297414.000000 Penalty: 6147.507812
	Iteration 45Q: 3 clusters Score -3.029741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 238939 members 
Entering Unmasked Estep 
Score: -30297422.000000 Penalty: 6147.507812
	Iteration 46Q: 3 clusters Score -3.029742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 238945 members 
Entering Unmasked Estep 
Score: -30297406.000000 Penalty: 6147.507812
	Iteration 47Q: 3 clusters Score -3.029741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 238950 members 
Entering Unmasked Estep 
Score: -30297394.000000 Penalty: 6147.507812
	Iteration 48Q: 3 clusters Score -3.029739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 238952 members 
Entering Unmasked Estep 
Score: -30297402.000000 Penalty: 6147.507812
	Iteration 49Q: 3 clusters Score -3.02974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 238960 members 
Entering Unmasked Estep 
Score: -30297382.000000 Penalty: 6147.507812
	Iteration 50Q: 3 clusters Score -3.029738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 238968 members 
Entering Unmasked Estep 
Score: -30297388.000000 Penalty: 6147.507812
	Iteration 51Q: 3 clusters Score -3.029739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 238969 members 
Entering Unmasked Estep 
Score: -30297392.000000 Penalty: 6147.507812
	Iteration 52Q: 3 clusters Score -3.029739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 238972 members 
Entering Unmasked Estep 
Score: -30297398.000000 Penalty: 6147.507812
	Iteration 53Q: 3 clusters Score -3.02974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 238981 members 
Entering Unmasked Estep 
Score: -30297402.000000 Penalty: 6147.507812
	Iteration 54Q: 3 clusters Score -3.02974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 238988 members 
Entering Unmasked Estep 
Score: -30297396.000000 Penalty: 6147.507812
	Iteration 55Q: 3 clusters Score -3.02974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 238994 members 
Entering Unmasked Estep 
Score: -30297404.000000 Penalty: 6147.507812
	Iteration 56Q: 3 clusters Score -3.02974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 238999 members 
Entering Unmasked Estep 
Score: -30297398.000000 Penalty: 6147.507812
	Iteration 57Q: 3 clusters Score -3.02974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 239001 members 
Entering Unmasked Estep 
Score: -30297388.000000 Penalty: 6147.507812
	Iteration 58Q: 3 clusters Score -3.029739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 239001 members 
Entering Unmasked Estep 
Score: -30297390.000000 Penalty: 6147.507812
	Iteration 59Q: 3 clusters Score -3.029739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 239004 members 
Entering Unmasked Estep 
Score: -30297392.000000 Penalty: 6147.507812
	Iteration 60F: 3 clusters Score -3.029739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 239006 members 
Entering Unmasked Estep 
Score: -30297408.000000 Penalty: 6147.507812
	Iteration 61Q: 3 clusters Score -3.029741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 239007 members 
Entering Unmasked Estep 
Score: -30297396.000000 Penalty: 6147.507812
	Iteration 62Q: 3 clusters Score -3.02974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 239010 members 
Entering Unmasked Estep 
Score: -30297400.000000 Penalty: 6147.507812
	Iteration 63Q: 3 clusters Score -3.02974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 239013 members 
Entering Unmasked Estep 
Score: -30297408.000000 Penalty: 6147.507812
	Iteration 64Q: 3 clusters Score -3.029741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 239018 members 
Entering Unmasked Estep 
Score: -30297378.000000 Penalty: 6147.507812
	Iteration 65Q: 3 clusters Score -3.029738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 239023 members 
Entering Unmasked Estep 
Score: -30297386.000000 Penalty: 6147.507812
	Iteration 66Q: 3 clusters Score -3.029739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 239026 members 
Entering Unmasked Estep 
Score: -30297396.000000 Penalty: 6147.507812
	Iteration 67Q: 3 clusters Score -3.02974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 239031 members 
Entering Unmasked Estep 
Score: -30297392.000000 Penalty: 6147.507812
	Iteration 68Q: 3 clusters Score -3.029739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 239036 members 
Entering Unmasked Estep 
Score: -30297414.000000 Penalty: 6147.507812
	Iteration 69Q: 3 clusters Score -3.029741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 239041 members 
Entering Unmasked Estep 
Score: -30297402.000000 Penalty: 6147.507812
	Iteration 70Q: 3 clusters Score -3.02974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 239043 members 
Entering Unmasked Estep 
Score: -30297402.000000 Penalty: 6147.507812
	Iteration 71Q: 3 clusters Score -3.02974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 239044 members 
Entering Unmasked Estep 
Score: -30297404.000000 Penalty: 6147.507812
	Iteration 72Q: 3 clusters Score -3.02974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 239045 members 
Entering Unmasked Estep 
Score: -30297412.000000 Penalty: 6147.507812
	Iteration 73Q: 3 clusters Score -3.029741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 239047 members 
Entering Unmasked Estep 
Score: -30297408.000000 Penalty: 6147.507812
	Iteration 74Q: 3 clusters Score -3.029741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 239051 members 
Entering Unmasked Estep 
Score: -30297408.000000 Penalty: 6147.507812
	Iteration 75Q: 3 clusters Score -3.029741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 239055 members 
Entering Unmasked Estep 
Score: -30297398.000000 Penalty: 6147.507812
	Iteration 76Q: 3 clusters Score -3.02974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 239061 members 
Entering Unmasked Estep 
Score: -30297406.000000 Penalty: 6147.507812
	Iteration 77Q: 3 clusters Score -3.029741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 239066 members 
Entering Unmasked Estep 
Score: -30297426.000000 Penalty: 6147.507812
	Iteration 78Q: 3 clusters Score -3.029743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 239068 members 
Entering Unmasked Estep 
Score: -30297414.000000 Penalty: 6147.507812
	Iteration 79Q: 3 clusters Score -3.029741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 239068 members 
Entering Unmasked Estep 
Score: -30297414.000000 Penalty: 6147.507812
	Iteration 80F: 3 clusters Score -3.029741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -202326.421875 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -202326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -200301.687500 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -200301.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -200985.843750 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -200985.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201430.703125 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -201430.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201779.500000 Penalty: 3572.519775
	Iteration 3F: 3 clusters Score -201779.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -202171.515625 Penalty: 3572.519775
	Iteration 4F: 3 clusters Score -202171.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -202424.640625 Penalty: 3572.519775
	Iteration 5F: 3 clusters Score -202424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202582.015625 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -202582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -202726.859375 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -202726.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202802.437500 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -202802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202832.484375 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -202832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -202853.968750 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -202854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202849.984375 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -202850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202865.625000 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -202865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -202860.078125 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -202860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202870.921875 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -202870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202874.703125 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -202874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202877.671875 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -202877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202877.671875 Penalty: 3572.519775
	Iteration 17F: 3 clusters Score -202877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 950 members 
Entering Unmasked Estep 
Score: -134463760.000000 Penalty: 220981.687500
Splitting cluster 14 changes total score from -134464464.000000 to -134463760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Entering Unmasked Estep 
Score: -6177962.000000 Penalty: 2681.072754
	Iteration 0F: 2 clusters Score -6177962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6144674.000000 Penalty: 5362.145508
	Iteration 0F: 3 clusters Score -6144674 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -6157051.000000 Penalty: 5362.145508
	Iteration 1F: 3 clusters Score -6157051 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -6157513.000000 Penalty: 5362.145508
	Iteration 2Q: 3 clusters Score -6157513 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6157948 nChanged 1658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6158406 nChanged 1601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6158896 nChanged 1681
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Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6159567 nChanged 1831
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Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6160562 nChanged 2100
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Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6161850 nChanged 2297
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Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6163433 nChanged 2421
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Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6165028 nChanged 2466
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Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -6166483.500000 Penalty: 5362.145508
	Iteration 11Q: 3 clusters Score -6166484 nChanged 2328
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Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6167903 nChanged 2190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6169195.000000 Penalty: 5362.145508
	Iteration 13Q: 3 clusters Score -6169195 nChanged 2058
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6170279 nChanged 1841
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Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6171150 nChanged 1519
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Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6171874 nChanged 1255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6172438 nChanged 1172
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Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6172900 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6173329 nChanged 947
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Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6173630 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6173858 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6174090 nChanged 636
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Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -6174236.500000 Penalty: 5362.145508
	Iteration 23Q: 3 clusters Score -6174236 nChanged 531
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Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -6174359.000000 Penalty: 5362.145508
	Iteration 24Q: 3 clusters Score -6174359 nChanged 420
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Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6174427 nChanged 358
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Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6174474 nChanged 302
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Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6174526 nChanged 302
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Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6174576 nChanged 287
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Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -6174615.500000 Penalty: 5362.145508
	Iteration 29Q: 3 clusters Score -6174616 nChanged 269
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Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6174664 nChanged 258
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Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6174703 nChanged 243
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Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6174732.500000 Penalty: 5362.145508
	Iteration 32Q: 3 clusters Score -6174732 nChanged 241
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Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6174772 nChanged 214
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Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6174772 nChanged 224
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Mstep: Class 1 contains 38625 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6174815 nChanged 223
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Mstep: Class 1 contains 38832 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6174816 nChanged 213
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Mstep: Class 1 contains 39033 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6174858 nChanged 204
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Mstep: Class 1 contains 39227 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6174882 nChanged 219
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Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6174920 nChanged 219
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Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6174946.500000 Penalty: 5362.145508
	Iteration 40F: 3 clusters Score -6174946 nChanged 233
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Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6174993 nChanged 233
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Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -6175021.000000 Penalty: 5362.145508
	Iteration 42Q: 3 clusters Score -6175021 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -6175053.500000 Penalty: 5362.145508
	Iteration 43Q: 3 clusters Score -6175054 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6175090 nChanged 212
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Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6175101.500000 Penalty: 5362.145508
	Iteration 45Q: 3 clusters Score -6175102 nChanged 212
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Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -6175159.000000 Penalty: 5362.145508
	Iteration 46Q: 3 clusters Score -6175159 nChanged 216
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Mstep: Class 1 contains 41124 members 
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Entering Unmasked Estep 
Score: -6175187.000000 Penalty: 5362.145508
	Iteration 47Q: 3 clusters Score -6175187 nChanged 232
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Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6175216 nChanged 223
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Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6175256.000000 Penalty: 5362.145508
	Iteration 49Q: 3 clusters Score -6175256 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6175307.500000 Penalty: 5362.145508
	Iteration 50Q: 3 clusters Score -6175308 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42025 members 
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Entering Unmasked Estep 
Score: -6175361.500000 Penalty: 5362.145508
	Iteration 51Q: 3 clusters Score -6175362 nChanged 210
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Mstep: Class 1 contains 42227 members 
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Entering Unmasked Estep 
Score: -6175393.500000 Penalty: 5362.145508
	Iteration 52Q: 3 clusters Score -6175394 nChanged 207
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Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6175411.000000 Penalty: 5362.145508
	Iteration 53Q: 3 clusters Score -6175411 nChanged 199
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Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -6175443.500000 Penalty: 5362.145508
	Iteration 54Q: 3 clusters Score -6175444 nChanged 183
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Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6175468 nChanged 159
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Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6175488 nChanged 164
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Mstep: Class 1 contains 43127 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6175526 nChanged 164
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Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6175568 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43430 members 
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Entering Unmasked Estep 
Score: -6175606.500000 Penalty: 5362.145508
	Iteration 59Q: 3 clusters Score -6175606 nChanged 133
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Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -6175637.000000 Penalty: 5362.145508
	Iteration 60F: 3 clusters Score -6175637 nChanged 134
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Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6175640.500000 Penalty: 5362.145508
	Iteration 61Q: 3 clusters Score -6175640 nChanged 105
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Mstep: Class 1 contains 43786 members 
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Entering Unmasked Estep 
Score: -6175656.500000 Penalty: 5362.145508
	Iteration 62Q: 3 clusters Score -6175656 nChanged 104
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Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6175671.500000 Penalty: 5362.145508
	Iteration 63Q: 3 clusters Score -6175672 nChanged 115
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Mstep: Class 1 contains 43991 members 
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Entering Unmasked Estep 
Score: -6175693.500000 Penalty: 5362.145508
	Iteration 64Q: 3 clusters Score -6175694 nChanged 103
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Mstep: Class 1 contains 44090 members 
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Entering Unmasked Estep 
Score: -6175733.000000 Penalty: 5362.145508
	Iteration 65Q: 3 clusters Score -6175733 nChanged 122
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Mstep: Class 1 contains 44208 members 
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Entering Unmasked Estep 
Score: -6175742.500000 Penalty: 5362.145508
	Iteration 66Q: 3 clusters Score -6175742 nChanged 110
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Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6175750 nChanged 115
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Mstep: Class 1 contains 44411 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6175780 nChanged 117
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Mstep: Class 1 contains 44522 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6175798 nChanged 99
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Entering Unmasked Estep 
Score: -6175807.500000 Penalty: 5362.145508
	Iteration 70Q: 3 clusters Score -6175808 nChanged 109
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Mstep: Class 1 contains 44716 members 
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Entering Unmasked Estep 
Score: -6175831.000000 Penalty: 5362.145508
	Iteration 71Q: 3 clusters Score -6175831 nChanged 97
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Mstep: Class 1 contains 44813 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6175856 nChanged 112
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Mstep: Class 1 contains 44919 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6175884 nChanged 111
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Mstep: Class 1 contains 45022 members 
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	Iteration 74Q: 3 clusters Score -6175906 nChanged 113
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Mstep: Class 1 contains 45125 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6175938 nChanged 100
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6175940 nChanged 80
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Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6175952.000000 Penalty: 5362.145508
	Iteration 77Q: 3 clusters Score -6175952 nChanged 65
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Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6175972 nChanged 55
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6175979 nChanged 57
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Mstep: Class 1 contains 45464 members 
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Entering Unmasked Estep 
Score: -6175973.500000 Penalty: 5362.145508
	Iteration 80F: 3 clusters Score -6175974 nChanged 54
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	Iteration 81Q: 3 clusters Score -6175985 nChanged 52
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	Iteration 82Q: 3 clusters Score -6175990 nChanged 49
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	Iteration 83Q: 3 clusters Score -6175998 nChanged 40
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6176013 nChanged 49
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Mstep: Class 1 contains 45690 members 
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Entering Unmasked Estep 
Score: -6176030.500000 Penalty: 5362.145508
	Iteration 85Q: 3 clusters Score -6176030 nChanged 37
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Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6176036 nChanged 33
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6176038 nChanged 35
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6176032 nChanged 35
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Mstep: Class 1 contains 45814 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6176030 nChanged 27
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6176038 nChanged 28
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6176043 nChanged 28
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6176044 nChanged 20
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6176055 nChanged 24
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6176058 nChanged 24
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6176064 nChanged 23
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Mstep: Class 1 contains 45970 members 
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Entering Unmasked Estep 
Score: -6176066.500000 Penalty: 5362.145508
	Iteration 96Q: 3 clusters Score -6176066 nChanged 23
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Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6176076.000000 Penalty: 5362.145508
	Iteration 97Q: 3 clusters Score -6176076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6176069.000000 Penalty: 5362.145508
	Iteration 98Q: 3 clusters Score -6176069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6176074.000000 Penalty: 5362.145508
	Iteration 99Q: 3 clusters Score -6176074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6176075.500000 Penalty: 5362.145508
	Iteration 100F: 3 clusters Score -6176076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6176077.500000 Penalty: 5362.145508
	Iteration 101Q: 3 clusters Score -6176078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6176082.500000 Penalty: 5362.145508
	Iteration 102Q: 3 clusters Score -6176082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6176086.000000 Penalty: 5362.145508
	Iteration 103Q: 3 clusters Score -6176086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6176088.000000 Penalty: 5362.145508
	Iteration 104Q: 3 clusters Score -6176088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6176087.500000 Penalty: 5362.145508
	Iteration 105Q: 3 clusters Score -6176088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6176087.000000 Penalty: 5362.145508
	Iteration 106Q: 3 clusters Score -6176087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6176086.500000 Penalty: 5362.145508
	Iteration 107Q: 3 clusters Score -6176086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6176090.000000 Penalty: 5362.145508
	Iteration 108Q: 3 clusters Score -6176090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6176091.000000 Penalty: 5362.145508
	Iteration 109Q: 3 clusters Score -6176091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6176084.500000 Penalty: 5362.145508
	Iteration 110Q: 3 clusters Score -6176084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6176086.000000 Penalty: 5362.145508
	Iteration 111Q: 3 clusters Score -6176086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6176081.500000 Penalty: 5362.145508
	Iteration 112Q: 3 clusters Score -6176082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6176094.000000 Penalty: 5362.145508
	Iteration 113Q: 3 clusters Score -6176094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6176094.500000 Penalty: 5362.145508
	Iteration 114Q: 3 clusters Score -6176094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6176097.000000 Penalty: 5362.145508
	Iteration 115Q: 3 clusters Score -6176097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6176101.500000 Penalty: 5362.145508
	Iteration 116Q: 3 clusters Score -6176102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6176103.000000 Penalty: 5362.145508
	Iteration 117Q: 3 clusters Score -6176103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6176102.500000 Penalty: 5362.145508
	Iteration 118Q: 3 clusters Score -6176102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6176109.500000 Penalty: 5362.145508
	Iteration 119Q: 3 clusters Score -6176110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6176118.500000 Penalty: 5362.145508
	Iteration 120F: 3 clusters Score -6176118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6176122.500000 Penalty: 5362.145508
	Iteration 121Q: 3 clusters Score -6176122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6176121.500000 Penalty: 5362.145508
	Iteration 122Q: 3 clusters Score -6176122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6176117.000000 Penalty: 5362.145508
	Iteration 123Q: 3 clusters Score -6176117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6176119.500000 Penalty: 5362.145508
	Iteration 124Q: 3 clusters Score -6176120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6176122.000000 Penalty: 5362.145508
	Iteration 125Q: 3 clusters Score -6176122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6176121.000000 Penalty: 5362.145508
	Iteration 126Q: 3 clusters Score -6176121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6176127.000000 Penalty: 5362.145508
	Iteration 127Q: 3 clusters Score -6176127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6176125.000000 Penalty: 5362.145508
	Iteration 128Q: 3 clusters Score -6176125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6176122.500000 Penalty: 5362.145508
	Iteration 129Q: 3 clusters Score -6176122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6176129.000000 Penalty: 5362.145508
	Iteration 130Q: 3 clusters Score -6176129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6176131.500000 Penalty: 5362.145508
	Iteration 131Q: 3 clusters Score -6176132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6176127.500000 Penalty: 5362.145508
	Iteration 132Q: 3 clusters Score -6176128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6176127.000000 Penalty: 5362.145508
	Iteration 133Q: 3 clusters Score -6176127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6176138.500000 Penalty: 5362.145508
	Iteration 134Q: 3 clusters Score -6176138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6176136.500000 Penalty: 5362.145508
	Iteration 135Q: 3 clusters Score -6176136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6176132.500000 Penalty: 5362.145508
	Iteration 136Q: 3 clusters Score -6176132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6176138.500000 Penalty: 5362.145508
	Iteration 137Q: 3 clusters Score -6176138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6176139.000000 Penalty: 5362.145508
	Iteration 138Q: 3 clusters Score -6176139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6176139.500000 Penalty: 5362.145508
	Iteration 139Q: 3 clusters Score -6176140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6176137.500000 Penalty: 5362.145508
	Iteration 140F: 3 clusters Score -6176138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6176142.000000 Penalty: 5362.145508
	Iteration 141Q: 3 clusters Score -6176142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6176141.000000 Penalty: 5362.145508
	Iteration 142Q: 3 clusters Score -6176141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6176138.500000 Penalty: 5362.145508
	Iteration 143Q: 3 clusters Score -6176138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6176138.500000 Penalty: 5362.145508
	Iteration 144F: 3 clusters Score -6176138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -420760.062500 Penalty: 2025.643921
	Iteration 0F: 2 clusters Score -420760.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -417199.562500 Penalty: 4051.287842
	Iteration 0F: 3 clusters Score -417199.6 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -417962.500000 Penalty: 4051.287842
	Iteration 1F: 3 clusters Score -417962.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -418229.625000 Penalty: 4051.287842
	Iteration 2F: 3 clusters Score -418229.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -418470.250000 Penalty: 4051.287842
	Iteration 3F: 3 clusters Score -418470.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -418689.812500 Penalty: 4051.287842
	Iteration 4F: 3 clusters Score -418689.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -418891.343750 Penalty: 4051.287842
	Iteration 5F: 3 clusters Score -418891.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -419109.750000 Penalty: 4051.287842
	Iteration 6F: 3 clusters Score -419109.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -419382.843750 Penalty: 4051.287842
	Iteration 7Q: 3 clusters Score -419382.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -419863.687500 Penalty: 4051.287842
	Iteration 8F: 3 clusters Score -419863.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -420226.437500 Penalty: 4051.287842
	Iteration 9Q: 3 clusters Score -420226.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -420376.406250 Penalty: 4051.287842
	Iteration 10Q: 3 clusters Score -420376.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -420455.781250 Penalty: 4051.287842
	Iteration 11Q: 3 clusters Score -420455.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -420511.218750 Penalty: 4051.287842
	Iteration 12Q: 3 clusters Score -420511.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -420560.687500 Penalty: 4051.287842
	Iteration 13Q: 3 clusters Score -420560.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -420603.500000 Penalty: 4051.287842
	Iteration 14Q: 3 clusters Score -420603.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -420633.406250 Penalty: 4051.287842
	Iteration 15Q: 3 clusters Score -420633.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420654.156250 Penalty: 4051.287842
	Iteration 16Q: 3 clusters Score -420654.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -420676.656250 Penalty: 4051.287842
	Iteration 17Q: 3 clusters Score -420676.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -420697.468750 Penalty: 4051.287842
	Iteration 18Q: 3 clusters Score -420697.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -420706.062500 Penalty: 4051.287842
	Iteration 19Q: 3 clusters Score -420706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -420714.125000 Penalty: 4051.287842
	Iteration 20F: 3 clusters Score -420714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -420721.718750 Penalty: 4051.287842
	Iteration 21Q: 3 clusters Score -420721.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -420727.593750 Penalty: 4051.287842
	Iteration 22Q: 3 clusters Score -420727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -420732.437500 Penalty: 4051.287842
	Iteration 23Q: 3 clusters Score -420732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -420739.093750 Penalty: 4051.287842
	Iteration 24Q: 3 clusters Score -420739.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -420746.375000 Penalty: 4051.287842
	Iteration 25Q: 3 clusters Score -420746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -420754.062500 Penalty: 4051.287842
	Iteration 26Q: 3 clusters Score -420754.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -420760.187500 Penalty: 4051.287842
	Iteration 27Q: 3 clusters Score -420760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -420764.093750 Penalty: 4051.287842
	Iteration 28Q: 3 clusters Score -420764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -420765.718750 Penalty: 4051.287842
	Iteration 29Q: 3 clusters Score -420765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420767.781250 Penalty: 4051.287842
	Iteration 30Q: 3 clusters Score -420767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420770.468750 Penalty: 4051.287842
	Iteration 31Q: 3 clusters Score -420770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420774.937500 Penalty: 4051.287842
	Iteration 32Q: 3 clusters Score -420774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -420777.812500 Penalty: 4051.287842
	Iteration 33Q: 3 clusters Score -420777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -420780.187500 Penalty: 4051.287842
	Iteration 34Q: 3 clusters Score -420780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -420785.781250 Penalty: 4051.287842
	Iteration 35Q: 3 clusters Score -420785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -420789.406250 Penalty: 4051.287842
	Iteration 36Q: 3 clusters Score -420789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -420792.343750 Penalty: 4051.287842
	Iteration 37Q: 3 clusters Score -420792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -420797.750000 Penalty: 4051.287842
	Iteration 38Q: 3 clusters Score -420797.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -420802.375000 Penalty: 4051.287842
	Iteration 39Q: 3 clusters Score -420802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -420805.906250 Penalty: 4051.287842
	Iteration 40F: 3 clusters Score -420805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -420806.500000 Penalty: 4051.287842
	Iteration 41Q: 3 clusters Score -420806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -420808.750000 Penalty: 4051.287842
	Iteration 42Q: 3 clusters Score -420808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -420814.468750 Penalty: 4051.287842
	Iteration 43Q: 3 clusters Score -420814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -420818.125000 Penalty: 4051.287842
	Iteration 44Q: 3 clusters Score -420818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -420820.031250 Penalty: 4051.287842
	Iteration 45Q: 3 clusters Score -420820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -420821.437500 Penalty: 4051.287842
	Iteration 46Q: 3 clusters Score -420821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -420822.843750 Penalty: 4051.287842
	Iteration 47Q: 3 clusters Score -420822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -420823.781250 Penalty: 4051.287842
	Iteration 48Q: 3 clusters Score -420823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -420824.218750 Penalty: 4051.287842
	Iteration 49Q: 3 clusters Score -420824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -420824.218750 Penalty: 4051.287842
	Iteration 50F: 3 clusters Score -420824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 1837 members 
Entering Unmasked Estep 
Score: -134463840.000000 Penalty: 220981.687500
Splitting cluster 16 changes total score from -134464464.000000 to -134463840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (28202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Entering Unmasked Estep 
Score: -3449066.000000 Penalty: 2541.292725
	Iteration 0F: 2 clusters Score -3449066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3429757.750000 Penalty: 5082.585449
	Iteration 0F: 3 clusters Score -3429758 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3437375.000000 Penalty: 5082.585449
	Iteration 1F: 3 clusters Score -3437375 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3438743.250000 Penalty: 5082.585449
	Iteration 2F: 3 clusters Score -3438743 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3440444.250000 Penalty: 5082.585449
	Iteration 3F: 3 clusters Score -3440444 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3442232.750000 Penalty: 5082.585449
	Iteration 4F: 3 clusters Score -3442233 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3443782.500000 Penalty: 5082.585449
	Iteration 5F: 3 clusters Score -3443782 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3444977.750000 Penalty: 5082.585449
	Iteration 6F: 3 clusters Score -3444978 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3445935.000000 Penalty: 5082.585449
	Iteration 7Q: 3 clusters Score -3445935 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3446561.750000 Penalty: 5082.585449
	Iteration 8Q: 3 clusters Score -3446562 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3446982.500000 Penalty: 5082.585449
	Iteration 9Q: 3 clusters Score -3446982 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3447274.500000 Penalty: 5082.585449
	Iteration 10Q: 3 clusters Score -3447274 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3447445.750000 Penalty: 5082.585449
	Iteration 11Q: 3 clusters Score -3447446 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3447548.750000 Penalty: 5082.585449
	Iteration 12Q: 3 clusters Score -3447549 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3447605.250000 Penalty: 5082.585449
	Iteration 13Q: 3 clusters Score -3447605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3447636.000000 Penalty: 5082.585449
	Iteration 14Q: 3 clusters Score -3447636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3447642.000000 Penalty: 5082.585449
	Iteration 15Q: 3 clusters Score -3447642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3447662.000000 Penalty: 5082.585449
	Iteration 16Q: 3 clusters Score -3447662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3447667.500000 Penalty: 5082.585449
	Iteration 17Q: 3 clusters Score -3447668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3447686.750000 Penalty: 5082.585449
	Iteration 18Q: 3 clusters Score -3447687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3447704.250000 Penalty: 5082.585449
	Iteration 19Q: 3 clusters Score -3447704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3447696.500000 Penalty: 5082.585449
	Iteration 20F: 3 clusters Score -3447696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3447710.000000 Penalty: 5082.585449
	Iteration 21Q: 3 clusters Score -3447710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3447719.250000 Penalty: 5082.585449
	Iteration 22Q: 3 clusters Score -3447719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3447722.250000 Penalty: 5082.585449
	Iteration 23Q: 3 clusters Score -3447722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3447733.750000 Penalty: 5082.585449
	Iteration 24Q: 3 clusters Score -3447734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3447741.000000 Penalty: 5082.585449
	Iteration 25Q: 3 clusters Score -3447741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3447765.250000 Penalty: 5082.585449
	Iteration 26Q: 3 clusters Score -3447765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3447768.750000 Penalty: 5082.585449
	Iteration 27Q: 3 clusters Score -3447769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3447769.750000 Penalty: 5082.585449
	Iteration 28Q: 3 clusters Score -3447770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3447775.000000 Penalty: 5082.585449
	Iteration 29Q: 3 clusters Score -3447775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3447774.500000 Penalty: 5082.585449
	Iteration 30Q: 3 clusters Score -3447774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3447785.000000 Penalty: 5082.585449
	Iteration 31Q: 3 clusters Score -3447785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3447789.250000 Penalty: 5082.585449
	Iteration 32Q: 3 clusters Score -3447789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3447791.250000 Penalty: 5082.585449
	Iteration 33Q: 3 clusters Score -3447791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3447797.250000 Penalty: 5082.585449
	Iteration 34Q: 3 clusters Score -3447797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3447788.250000 Penalty: 5082.585449
	Iteration 35Q: 3 clusters Score -3447788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3447788.500000 Penalty: 5082.585449
	Iteration 36Q: 3 clusters Score -3447788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3447795.500000 Penalty: 5082.585449
	Iteration 37Q: 3 clusters Score -3447796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3447798.000000 Penalty: 5082.585449
	Iteration 38Q: 3 clusters Score -3447798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3447801.750000 Penalty: 5082.585449
	Iteration 39Q: 3 clusters Score -3447802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3447799.750000 Penalty: 5082.585449
	Iteration 40F: 3 clusters Score -3447800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3447791.250000 Penalty: 5082.585449
	Iteration 41Q: 3 clusters Score -3447791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3447792.750000 Penalty: 5082.585449
	Iteration 42Q: 3 clusters Score -3447793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3447797.750000 Penalty: 5082.585449
	Iteration 43Q: 3 clusters Score -3447798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3447797.000000 Penalty: 5082.585449
	Iteration 44Q: 3 clusters Score -3447797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3447794.000000 Penalty: 5082.585449
	Iteration 45Q: 3 clusters Score -3447794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3447798.000000 Penalty: 5082.585449
	Iteration 46Q: 3 clusters Score -3447798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3447798.750000 Penalty: 5082.585449
	Iteration 47Q: 3 clusters Score -3447799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3447801.250000 Penalty: 5082.585449
	Iteration 48Q: 3 clusters Score -3447801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3447804.500000 Penalty: 5082.585449
	Iteration 49Q: 3 clusters Score -3447804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3447808.500000 Penalty: 5082.585449
	Iteration 50Q: 3 clusters Score -3447808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3447813.250000 Penalty: 5082.585449
	Iteration 51Q: 3 clusters Score -3447813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3447809.500000 Penalty: 5082.585449
	Iteration 52Q: 3 clusters Score -3447810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3447815.250000 Penalty: 5082.585449
	Iteration 53Q: 3 clusters Score -3447815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3447813.750000 Penalty: 5082.585449
	Iteration 54Q: 3 clusters Score -3447814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3447816.500000 Penalty: 5082.585449
	Iteration 55Q: 3 clusters Score -3447816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3447808.000000 Penalty: 5082.585449
	Iteration 56Q: 3 clusters Score -3447808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3447812.750000 Penalty: 5082.585449
	Iteration 57Q: 3 clusters Score -3447813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3447811.000000 Penalty: 5082.585449
	Iteration 58Q: 3 clusters Score -3447811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3447814.250000 Penalty: 5082.585449
	Iteration 59Q: 3 clusters Score -3447814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3447814.000000 Penalty: 5082.585449
	Iteration 60F: 3 clusters Score -3447814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3447819.250000 Penalty: 5082.585449
	Iteration 61Q: 3 clusters Score -3447819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3447827.000000 Penalty: 5082.585449
	Iteration 62Q: 3 clusters Score -3447827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3447835.250000 Penalty: 5082.585449
	Iteration 63Q: 3 clusters Score -3447835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3447836.250000 Penalty: 5082.585449
	Iteration 64Q: 3 clusters Score -3447836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3447842.000000 Penalty: 5082.585449
	Iteration 65Q: 3 clusters Score -3447842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3447848.250000 Penalty: 5082.585449
	Iteration 66Q: 3 clusters Score -3447848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3447848.500000 Penalty: 5082.585449
	Iteration 67Q: 3 clusters Score -3447848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3447857.250000 Penalty: 5082.585449
	Iteration 68Q: 3 clusters Score -3447857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3447858.000000 Penalty: 5082.585449
	Iteration 69Q: 3 clusters Score -3447858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3447858.250000 Penalty: 5082.585449
	Iteration 70Q: 3 clusters Score -3447858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3447858.750000 Penalty: 5082.585449
	Iteration 71Q: 3 clusters Score -3447859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3447858.750000 Penalty: 5082.585449
	Iteration 72Q: 3 clusters Score -3447859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3447856.500000 Penalty: 5082.585449
	Iteration 73Q: 3 clusters Score -3447856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3447859.500000 Penalty: 5082.585449
	Iteration 74Q: 3 clusters Score -3447860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3447859.000000 Penalty: 5082.585449
	Iteration 75Q: 3 clusters Score -3447859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3447855.250000 Penalty: 5082.585449
	Iteration 76Q: 3 clusters Score -3447855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3447863.500000 Penalty: 5082.585449
	Iteration 77Q: 3 clusters Score -3447864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3447868.250000 Penalty: 5082.585449
	Iteration 78Q: 3 clusters Score -3447868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3447866.000000 Penalty: 5082.585449
	Iteration 79Q: 3 clusters Score -3447866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3447874.000000 Penalty: 5082.585449
	Iteration 80F: 3 clusters Score -3447874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3447876.500000 Penalty: 5082.585449
	Iteration 81Q: 3 clusters Score -3447876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3447877.250000 Penalty: 5082.585449
	Iteration 82Q: 3 clusters Score -3447877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3447884.500000 Penalty: 5082.585449
	Iteration 83Q: 3 clusters Score -3447884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3447890.500000 Penalty: 5082.585449
	Iteration 84Q: 3 clusters Score -3447890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3447896.250000 Penalty: 5082.585449
	Iteration 85Q: 3 clusters Score -3447896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3447893.750000 Penalty: 5082.585449
	Iteration 86Q: 3 clusters Score -3447894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3447903.750000 Penalty: 5082.585449
	Iteration 87Q: 3 clusters Score -3447904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3447915.500000 Penalty: 5082.585449
	Iteration 88Q: 3 clusters Score -3447916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3447917.250000 Penalty: 5082.585449
	Iteration 89Q: 3 clusters Score -3447917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3447928.500000 Penalty: 5082.585449
	Iteration 90Q: 3 clusters Score -3447928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3447927.000000 Penalty: 5082.585449
	Iteration 91Q: 3 clusters Score -3447927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3447934.750000 Penalty: 5082.585449
	Iteration 92Q: 3 clusters Score -3447935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3447931.250000 Penalty: 5082.585449
	Iteration 93Q: 3 clusters Score -3447931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3447946.250000 Penalty: 5082.585449
	Iteration 94Q: 3 clusters Score -3447946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3447949.000000 Penalty: 5082.585449
	Iteration 95Q: 3 clusters Score -3447949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3447950.500000 Penalty: 5082.585449
	Iteration 96Q: 3 clusters Score -3447950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3447946.750000 Penalty: 5082.585449
	Iteration 97Q: 3 clusters Score -3447947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3447967.750000 Penalty: 5082.585449
	Iteration 98Q: 3 clusters Score -3447968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3447979.250000 Penalty: 5082.585449
	Iteration 99Q: 3 clusters Score -3447979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3447993.500000 Penalty: 5082.585449
	Iteration 100F: 3 clusters Score -3447994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3447993.750000 Penalty: 5082.585449
	Iteration 101Q: 3 clusters Score -3447994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3448001.250000 Penalty: 5082.585449
	Iteration 102Q: 3 clusters Score -3448001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3448008.250000 Penalty: 5082.585449
	Iteration 103Q: 3 clusters Score -3448008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3448015.000000 Penalty: 5082.585449
	Iteration 104Q: 3 clusters Score -3448015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3448026.250000 Penalty: 5082.585449
	Iteration 105Q: 3 clusters Score -3448026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3448034.000000 Penalty: 5082.585449
	Iteration 106Q: 3 clusters Score -3448034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3448043.500000 Penalty: 5082.585449
	Iteration 107Q: 3 clusters Score -3448044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3448056.000000 Penalty: 5082.585449
	Iteration 108Q: 3 clusters Score -3448056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3448074.000000 Penalty: 5082.585449
	Iteration 109Q: 3 clusters Score -3448074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3448090.000000 Penalty: 5082.585449
	Iteration 110Q: 3 clusters Score -3448090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3448099.500000 Penalty: 5082.585449
	Iteration 111Q: 3 clusters Score -3448100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3448107.750000 Penalty: 5082.585449
	Iteration 112Q: 3 clusters Score -3448108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3448110.250000 Penalty: 5082.585449
	Iteration 113Q: 3 clusters Score -3448110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3448116.750000 Penalty: 5082.585449
	Iteration 114Q: 3 clusters Score -3448117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3448118.000000 Penalty: 5082.585449
	Iteration 115Q: 3 clusters Score -3448118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3448118.250000 Penalty: 5082.585449
	Iteration 116Q: 3 clusters Score -3448118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3448122.750000 Penalty: 5082.585449
	Iteration 117Q: 3 clusters Score -3448123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3448124.750000 Penalty: 5082.585449
	Iteration 118Q: 3 clusters Score -3448125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3448134.250000 Penalty: 5082.585449
	Iteration 119Q: 3 clusters Score -3448134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3448127.500000 Penalty: 5082.585449
	Iteration 120F: 3 clusters Score -3448128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3448130.750000 Penalty: 5082.585449
	Iteration 121Q: 3 clusters Score -3448131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3448128.000000 Penalty: 5082.585449
	Iteration 122Q: 3 clusters Score -3448128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3448131.000000 Penalty: 5082.585449
	Iteration 123Q: 3 clusters Score -3448131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3448133.500000 Penalty: 5082.585449
	Iteration 124Q: 3 clusters Score -3448134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3448137.250000 Penalty: 5082.585449
	Iteration 125Q: 3 clusters Score -3448137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3448142.250000 Penalty: 5082.585449
	Iteration 126Q: 3 clusters Score -3448142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3448145.000000 Penalty: 5082.585449
	Iteration 127Q: 3 clusters Score -3448145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3448145.000000 Penalty: 5082.585449
	Iteration 128Q: 3 clusters Score -3448145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3448134.000000 Penalty: 5082.585449
	Iteration 129Q: 3 clusters Score -3448134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3448136.250000 Penalty: 5082.585449
	Iteration 130Q: 3 clusters Score -3448136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3448139.000000 Penalty: 5082.585449
	Iteration 131Q: 3 clusters Score -3448139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3448135.750000 Penalty: 5082.585449
	Iteration 132Q: 3 clusters Score -3448136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3448136.750000 Penalty: 5082.585449
	Iteration 133Q: 3 clusters Score -3448137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3448138.750000 Penalty: 5082.585449
	Iteration 134Q: 3 clusters Score -3448139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3448143.000000 Penalty: 5082.585449
	Iteration 135Q: 3 clusters Score -3448143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3448145.750000 Penalty: 5082.585449
	Iteration 136Q: 3 clusters Score -3448146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3448145.750000 Penalty: 5082.585449
	Iteration 137F: 3 clusters Score -3448146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -256865.015625 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -256865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254170.656250 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -254170.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -254614.437500 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -254614.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -254732.593750 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -254732.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254802.968750 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -254803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -254854.031250 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -254854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254884.781250 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -254884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -254908.843750 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -254908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254926.640625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -254926.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -254945.937500 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -254945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254956.000000 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -254956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -254966.265625 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -254966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254980.265625 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -254980.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254993.062500 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -254993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255003.921875 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -255003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255009.718750 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -255009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255015.156250 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -255015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255021.187500 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -255021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255025.281250 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -255025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255028.453125 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -255028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255031.906250 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -255031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -255034.437500 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -255034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -255039.484375 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -255039.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -255047.593750 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -255047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -255053.328125 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -255053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -255055.031250 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -255055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255055.281250 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -255055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -255056.250000 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -255056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255056.843750 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -255056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255056.843750 Penalty: 3795.662842
	Iteration 28F: 3 clusters Score -255056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -428038.218750 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -428038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -424360.218750 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -424360.2 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -425117.406250 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -425117.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -425275.656250 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -425275.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -425385.500000 Penalty: 4067.615234
	Iteration 3Q: 3 clusters Score -425385.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -425459.062500 Penalty: 4067.615234
	Iteration 4Q: 3 clusters Score -425459.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -425529.062500 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -425529.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -425599.343750 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -425599.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -425664.812500 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -425664.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -425742.218750 Penalty: 4067.615234
	Iteration 8Q: 3 clusters Score -425742.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -425822.406250 Penalty: 4067.615234
	Iteration 9Q: 3 clusters Score -425822.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -425921.468750 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -425921.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -426032.750000 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -426032.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -426145.281250 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -426145.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -426238.812500 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -426238.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -426329.062500 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -426329.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -426420.406250 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -426420.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -426515.062500 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -426515.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -426597.406250 Penalty: 4067.615234
	Iteration 17Q: 3 clusters Score -426597.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -426681.375000 Penalty: 4067.615234
	Iteration 18Q: 3 clusters Score -426681.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -426780.312500 Penalty: 4067.615234
	Iteration 19Q: 3 clusters Score -426780.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -426873.906250 Penalty: 4067.615234
	Iteration 20F: 3 clusters Score -426873.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -426958.250000 Penalty: 4067.615234
	Iteration 21Q: 3 clusters Score -426958.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -427042.906250 Penalty: 4067.615234
	Iteration 22Q: 3 clusters Score -427042.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -427146.656250 Penalty: 4067.615234
	Iteration 23Q: 3 clusters Score -427146.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -427237.187500 Penalty: 4067.615234
	Iteration 24Q: 3 clusters Score -427237.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -427293.250000 Penalty: 4067.615234
	Iteration 25Q: 3 clusters Score -427293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -427318.562500 Penalty: 4067.615234
	Iteration 26Q: 3 clusters Score -427318.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -427338.187500 Penalty: 4067.615234
	Iteration 27Q: 3 clusters Score -427338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -427348.218750 Penalty: 4067.615234
	Iteration 28Q: 3 clusters Score -427348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -427353.718750 Penalty: 4067.615234
	Iteration 29Q: 3 clusters Score -427353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427355.187500 Penalty: 4067.615234
	Iteration 30Q: 3 clusters Score -427355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427355.187500 Penalty: 4067.615234
	Iteration 31F: 3 clusters Score -427355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -872560.125000 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -872560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -866889.187500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -866889.2 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -868560.625000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -868560.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -869013.562500 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -869013.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -869432.312500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -869432.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -869859.125000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -869859.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -870261.375000 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -870261.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -870637.500000 Penalty: 4393.892090
	Iteration 6F: 3 clusters Score -870637.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -870960.375000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -870960.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -871211.062500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -871211.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -871428.687500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -871428.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -871544.562500 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -871544.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -871615.437500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -871615.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -871665.500000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -871665.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -871697.812500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -871697.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -871715.375000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -871715.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -871725.125000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -871725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -871730.625000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -871730.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -871734.875000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -871734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -871738.500000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -871738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -871742.562500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -871742.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -871746.562500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -871746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -871746.937500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -871746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -871747.250000 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -871747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -871749.312500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -871749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -871749.312500 Penalty: 4393.892090
	Iteration 24F: 3 clusters Score -871749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (70490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Entering Unmasked Estep 
Score: -8782508.000000 Penalty: 2768.479980
	Iteration 0F: 2 clusters Score -8782508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8735227.000000 Penalty: 5536.959961
	Iteration 0F: 3 clusters Score -8735227 nChanged 32975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8753974.000000 Penalty: 5536.959961
	Iteration 1F: 3 clusters Score -8753974 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8754722.000000 Penalty: 5536.959961
	Iteration 2Q: 3 clusters Score -8754722 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8755575.000000 Penalty: 5536.959961
	Iteration 3Q: 3 clusters Score -8755575 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8756603.000000 Penalty: 5536.959961
	Iteration 4Q: 3 clusters Score -8756603 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8757797.000000 Penalty: 5536.959961
	Iteration 5Q: 3 clusters Score -8757797 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -8758939.000000 Penalty: 5536.959961
	Iteration 6Q: 3 clusters Score -8758939 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -8759962.000000 Penalty: 5536.959961
	Iteration 7Q: 3 clusters Score -8759962 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -8761154.000000 Penalty: 5536.959961
	Iteration 8Q: 3 clusters Score -8761154 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -8762472.000000 Penalty: 5536.959961
	Iteration 9Q: 3 clusters Score -8762472 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8764205.000000 Penalty: 5536.959961
	Iteration 10Q: 3 clusters Score -8764205 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8766309.000000 Penalty: 5536.959961
	Iteration 11F: 3 clusters Score -8766309 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8768720.000000 Penalty: 5536.959961
	Iteration 12Q: 3 clusters Score -8768720 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8770811.000000 Penalty: 5536.959961
	Iteration 13Q: 3 clusters Score -8770811 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -8772304.000000 Penalty: 5536.959961
	Iteration 14Q: 3 clusters Score -8772304 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -8773432.000000 Penalty: 5536.959961
	Iteration 15Q: 3 clusters Score -8773432 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -8774531.000000 Penalty: 5536.959961
	Iteration 16Q: 3 clusters Score -8774531 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -8775528.000000 Penalty: 5536.959961
	Iteration 17Q: 3 clusters Score -8775528 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -8776518.000000 Penalty: 5536.959961
	Iteration 18Q: 3 clusters Score -8776518 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -8777376.000000 Penalty: 5536.959961
	Iteration 19Q: 3 clusters Score -8777376 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -8778151.000000 Penalty: 5536.959961
	Iteration 20F: 3 clusters Score -8778151 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -8778680.000000 Penalty: 5536.959961
	Iteration 21Q: 3 clusters Score -8778680 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -8779119.000000 Penalty: 5536.959961
	Iteration 22Q: 3 clusters Score -8779119 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -8779481.000000 Penalty: 5536.959961
	Iteration 23Q: 3 clusters Score -8779481 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -8779777.000000 Penalty: 5536.959961
	Iteration 24Q: 3 clusters Score -8779777 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -8780010.000000 Penalty: 5536.959961
	Iteration 25Q: 3 clusters Score -8780010 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -8780213.000000 Penalty: 5536.959961
	Iteration 26Q: 3 clusters Score -8780213 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8780356.000000 Penalty: 5536.959961
	Iteration 27Q: 3 clusters Score -8780356 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -8780505.000000 Penalty: 5536.959961
	Iteration 28Q: 3 clusters Score -8780505 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -8780592.000000 Penalty: 5536.959961
	Iteration 29Q: 3 clusters Score -8780592 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8780670.000000 Penalty: 5536.959961
	Iteration 30Q: 3 clusters Score -8780670 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -8780750.000000 Penalty: 5536.959961
	Iteration 31Q: 3 clusters Score -8780750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -8780791.000000 Penalty: 5536.959961
	Iteration 32Q: 3 clusters Score -8780791 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -8780825.000000 Penalty: 5536.959961
	Iteration 33Q: 3 clusters Score -8780825 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -8780856.000000 Penalty: 5536.959961
	Iteration 34Q: 3 clusters Score -8780856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -8780880.000000 Penalty: 5536.959961
	Iteration 35Q: 3 clusters Score -8780880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -8780893.000000 Penalty: 5536.959961
	Iteration 36Q: 3 clusters Score -8780893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -8780925.000000 Penalty: 5536.959961
	Iteration 37Q: 3 clusters Score -8780925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -8780911.000000 Penalty: 5536.959961
	Iteration 38Q: 3 clusters Score -8780911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -8780910.000000 Penalty: 5536.959961
	Iteration 39Q: 3 clusters Score -8780910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -8780940.000000 Penalty: 5536.959961
	Iteration 40F: 3 clusters Score -8780940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -8780938.000000 Penalty: 5536.959961
	Iteration 41Q: 3 clusters Score -8780938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -8780959.000000 Penalty: 5536.959961
	Iteration 42Q: 3 clusters Score -8780959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -8780960.000000 Penalty: 5536.959961
	Iteration 43Q: 3 clusters Score -8780960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -8780953.000000 Penalty: 5536.959961
	Iteration 44Q: 3 clusters Score -8780953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -8780953.000000 Penalty: 5536.959961
	Iteration 45Q: 3 clusters Score -8780953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -8780959.000000 Penalty: 5536.959961
	Iteration 46Q: 3 clusters Score -8780959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -8780975.000000 Penalty: 5536.959961
	Iteration 47Q: 3 clusters Score -8780975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -8780969.000000 Penalty: 5536.959961
	Iteration 48Q: 3 clusters Score -8780969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8780957.000000 Penalty: 5536.959961
	Iteration 49Q: 3 clusters Score -8780957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -8780969.000000 Penalty: 5536.959961
	Iteration 50Q: 3 clusters Score -8780969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -8780982.000000 Penalty: 5536.959961
	Iteration 51Q: 3 clusters Score -8780982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -8780992.000000 Penalty: 5536.959961
	Iteration 52Q: 3 clusters Score -8780992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -8780997.000000 Penalty: 5536.959961
	Iteration 53Q: 3 clusters Score -8780997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8781007.000000 Penalty: 5536.959961
	Iteration 54Q: 3 clusters Score -8781007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -8781003.000000 Penalty: 5536.959961
	Iteration 55Q: 3 clusters Score -8781003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -8781001.000000 Penalty: 5536.959961
	Iteration 56Q: 3 clusters Score -8781001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8781004.000000 Penalty: 5536.959961
	Iteration 57Q: 3 clusters Score -8781004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -8781011.000000 Penalty: 5536.959961
	Iteration 58Q: 3 clusters Score -8781011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8781015.000000 Penalty: 5536.959961
	Iteration 59Q: 3 clusters Score -8781015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -8781008.000000 Penalty: 5536.959961
	Iteration 60F: 3 clusters Score -8781008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -8781006.000000 Penalty: 5536.959961
	Iteration 61Q: 3 clusters Score -8781006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -8781009.000000 Penalty: 5536.959961
	Iteration 62Q: 3 clusters Score -8781009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8781005.000000 Penalty: 5536.959961
	Iteration 63Q: 3 clusters Score -8781005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8781002.000000 Penalty: 5536.959961
	Iteration 64Q: 3 clusters Score -8781002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8781002.000000 Penalty: 5536.959961
	Iteration 65F: 3 clusters Score -8781002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Entering Unmasked Estep 
Score: -1754776.500000 Penalty: 2370.812744
	Iteration 0F: 2 clusters Score -1754776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1744464.500000 Penalty: 4741.625488
	Iteration 0F: 3 clusters Score -1744464 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1747711.500000 Penalty: 4741.625488
	Iteration 1F: 3 clusters Score -1747712 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1748146.875000 Penalty: 4741.625488
	Iteration 2F: 3 clusters Score -1748147 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1748528.375000 Penalty: 4741.625488
	Iteration 3F: 3 clusters Score -1748528 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1748909.000000 Penalty: 4741.625488
	Iteration 4F: 3 clusters Score -1748909 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1749280.125000 Penalty: 4741.625488
	Iteration 5Q: 3 clusters Score -1749280 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1749670.250000 Penalty: 4741.625488
	Iteration 6Q: 3 clusters Score -1749670 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1750038.000000 Penalty: 4741.625488
	Iteration 7Q: 3 clusters Score -1750038 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1750358.125000 Penalty: 4741.625488
	Iteration 8Q: 3 clusters Score -1750358 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1750664.625000 Penalty: 4741.625488
	Iteration 9Q: 3 clusters Score -1750665 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1750937.875000 Penalty: 4741.625488
	Iteration 10Q: 3 clusters Score -1750938 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1751168.500000 Penalty: 4741.625488
	Iteration 11Q: 3 clusters Score -1751168 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1751381.625000 Penalty: 4741.625488
	Iteration 12Q: 3 clusters Score -1751382 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1751577.500000 Penalty: 4741.625488
	Iteration 13Q: 3 clusters Score -1751578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1751758.000000 Penalty: 4741.625488
	Iteration 14Q: 3 clusters Score -1751758 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1751936.875000 Penalty: 4741.625488
	Iteration 15Q: 3 clusters Score -1751937 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1752091.875000 Penalty: 4741.625488
	Iteration 16Q: 3 clusters Score -1752092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1752235.250000 Penalty: 4741.625488
	Iteration 17Q: 3 clusters Score -1752235 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1752361.625000 Penalty: 4741.625488
	Iteration 18Q: 3 clusters Score -1752362 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1752500.375000 Penalty: 4741.625488
	Iteration 19Q: 3 clusters Score -1752500 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1752626.875000 Penalty: 4741.625488
	Iteration 20F: 3 clusters Score -1752627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1752723.750000 Penalty: 4741.625488
	Iteration 21Q: 3 clusters Score -1752724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1752809.125000 Penalty: 4741.625488
	Iteration 22Q: 3 clusters Score -1752809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1752881.375000 Penalty: 4741.625488
	Iteration 23Q: 3 clusters Score -1752881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1752934.875000 Penalty: 4741.625488
	Iteration 24Q: 3 clusters Score -1752935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1752982.125000 Penalty: 4741.625488
	Iteration 25Q: 3 clusters Score -1752982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1753029.500000 Penalty: 4741.625488
	Iteration 26Q: 3 clusters Score -1753030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1753060.625000 Penalty: 4741.625488
	Iteration 27Q: 3 clusters Score -1753061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1753082.625000 Penalty: 4741.625488
	Iteration 28Q: 3 clusters Score -1753083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1753106.875000 Penalty: 4741.625488
	Iteration 29Q: 3 clusters Score -1753107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1753126.250000 Penalty: 4741.625488
	Iteration 30Q: 3 clusters Score -1753126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1753142.000000 Penalty: 4741.625488
	Iteration 31Q: 3 clusters Score -1753142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1753158.375000 Penalty: 4741.625488
	Iteration 32Q: 3 clusters Score -1753158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1753185.375000 Penalty: 4741.625488
	Iteration 33Q: 3 clusters Score -1753185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1753196.125000 Penalty: 4741.625488
	Iteration 34Q: 3 clusters Score -1753196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1753212.250000 Penalty: 4741.625488
	Iteration 35Q: 3 clusters Score -1753212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1753222.000000 Penalty: 4741.625488
	Iteration 36Q: 3 clusters Score -1753222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1753230.000000 Penalty: 4741.625488
	Iteration 37Q: 3 clusters Score -1753230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1753247.875000 Penalty: 4741.625488
	Iteration 38Q: 3 clusters Score -1753248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1753253.125000 Penalty: 4741.625488
	Iteration 39Q: 3 clusters Score -1753253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1753257.500000 Penalty: 4741.625488
	Iteration 40F: 3 clusters Score -1753258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1753262.750000 Penalty: 4741.625488
	Iteration 41Q: 3 clusters Score -1753263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1753268.250000 Penalty: 4741.625488
	Iteration 42Q: 3 clusters Score -1753268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1753278.875000 Penalty: 4741.625488
	Iteration 43Q: 3 clusters Score -1753279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1753290.625000 Penalty: 4741.625488
	Iteration 44Q: 3 clusters Score -1753291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1753302.250000 Penalty: 4741.625488
	Iteration 45Q: 3 clusters Score -1753302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1753310.750000 Penalty: 4741.625488
	Iteration 46Q: 3 clusters Score -1753311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1753321.250000 Penalty: 4741.625488
	Iteration 47Q: 3 clusters Score -1753321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1753330.250000 Penalty: 4741.625488
	Iteration 48Q: 3 clusters Score -1753330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1753341.000000 Penalty: 4741.625488
	Iteration 49Q: 3 clusters Score -1753341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1753340.125000 Penalty: 4741.625488
	Iteration 50Q: 3 clusters Score -1753340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1753348.875000 Penalty: 4741.625488
	Iteration 51Q: 3 clusters Score -1753349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1753353.375000 Penalty: 4741.625488
	Iteration 52Q: 3 clusters Score -1753353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1753352.250000 Penalty: 4741.625488
	Iteration 53Q: 3 clusters Score -1753352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1753357.250000 Penalty: 4741.625488
	Iteration 54Q: 3 clusters Score -1753357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1753356.625000 Penalty: 4741.625488
	Iteration 55Q: 3 clusters Score -1753357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1753357.750000 Penalty: 4741.625488
	Iteration 56Q: 3 clusters Score -1753358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1753363.750000 Penalty: 4741.625488
	Iteration 57Q: 3 clusters Score -1753364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1753366.375000 Penalty: 4741.625488
	Iteration 58Q: 3 clusters Score -1753366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1753367.500000 Penalty: 4741.625488
	Iteration 59Q: 3 clusters Score -1753368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1753369.000000 Penalty: 4741.625488
	Iteration 60F: 3 clusters Score -1753369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1753369.000000 Penalty: 4741.625488
	Iteration 61Q: 3 clusters Score -1753369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1753367.375000 Penalty: 4741.625488
	Iteration 62Q: 3 clusters Score -1753367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1753368.250000 Penalty: 4741.625488
	Iteration 63Q: 3 clusters Score -1753368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1753367.750000 Penalty: 4741.625488
	Iteration 64Q: 3 clusters Score -1753368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1753370.500000 Penalty: 4741.625488
	Iteration 65Q: 3 clusters Score -1753370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1753370.375000 Penalty: 4741.625488
	Iteration 66Q: 3 clusters Score -1753370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1753370.375000 Penalty: 4741.625488
	Iteration 67Q: 3 clusters Score -1753370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1753371.000000 Penalty: 4741.625488
	Iteration 68Q: 3 clusters Score -1753371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1753375.125000 Penalty: 4741.625488
	Iteration 69Q: 3 clusters Score -1753375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1753373.750000 Penalty: 4741.625488
	Iteration 70Q: 3 clusters Score -1753374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1753377.375000 Penalty: 4741.625488
	Iteration 71Q: 3 clusters Score -1753377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1753376.125000 Penalty: 4741.625488
	Iteration 72Q: 3 clusters Score -1753376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1753375.375000 Penalty: 4741.625488
	Iteration 73Q: 3 clusters Score -1753375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1753374.500000 Penalty: 4741.625488
	Iteration 74Q: 3 clusters Score -1753374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1753374.500000 Penalty: 4741.625488
	Iteration 75F: 3 clusters Score -1753374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -637549.500000 Penalty: 2158.634277
	Iteration 0F: 2 clusters Score -637549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -632407.562500 Penalty: 4317.268555
	Iteration 0F: 3 clusters Score -632407.6 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -634099.750000 Penalty: 4317.268555
	Iteration 1F: 3 clusters Score -634099.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -634653.875000 Penalty: 4317.268555
	Iteration 2F: 3 clusters Score -634653.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -635136.125000 Penalty: 4317.268555
	Iteration 3F: 3 clusters Score -635136.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -635550.312500 Penalty: 4317.268555
	Iteration 4F: 3 clusters Score -635550.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -635893.687500 Penalty: 4317.268555
	Iteration 5F: 3 clusters Score -635893.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -636113.000000 Penalty: 4317.268555
	Iteration 6Q: 3 clusters Score -636113 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -636298.687500 Penalty: 4317.268555
	Iteration 7Q: 3 clusters Score -636298.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -636466.875000 Penalty: 4317.268555
	Iteration 8Q: 3 clusters Score -636466.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -636586.562500 Penalty: 4317.268555
	Iteration 9Q: 3 clusters Score -636586.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -636670.875000 Penalty: 4317.268555
	Iteration 10Q: 3 clusters Score -636670.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -636722.437500 Penalty: 4317.268555
	Iteration 11Q: 3 clusters Score -636722.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -636759.687500 Penalty: 4317.268555
	Iteration 12Q: 3 clusters Score -636759.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -636792.000000 Penalty: 4317.268555
	Iteration 13Q: 3 clusters Score -636792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -636814.000000 Penalty: 4317.268555
	Iteration 14Q: 3 clusters Score -636814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -636842.812500 Penalty: 4317.268555
	Iteration 15Q: 3 clusters Score -636842.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -636864.250000 Penalty: 4317.268555
	Iteration 16Q: 3 clusters Score -636864.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -636886.000000 Penalty: 4317.268555
	Iteration 17Q: 3 clusters Score -636886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -636903.562500 Penalty: 4317.268555
	Iteration 18Q: 3 clusters Score -636903.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -636921.312500 Penalty: 4317.268555
	Iteration 19Q: 3 clusters Score -636921.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -636939.500000 Penalty: 4317.268555
	Iteration 20F: 3 clusters Score -636939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -636950.562500 Penalty: 4317.268555
	Iteration 21Q: 3 clusters Score -636950.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -636963.625000 Penalty: 4317.268555
	Iteration 22Q: 3 clusters Score -636963.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -636990.062500 Penalty: 4317.268555
	Iteration 23Q: 3 clusters Score -636990.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -637020.500000 Penalty: 4317.268555
	Iteration 24Q: 3 clusters Score -637020.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -637037.937500 Penalty: 4317.268555
	Iteration 25Q: 3 clusters Score -637037.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -637047.125000 Penalty: 4317.268555
	Iteration 26Q: 3 clusters Score -637047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -637058.562500 Penalty: 4317.268555
	Iteration 27Q: 3 clusters Score -637058.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -637071.937500 Penalty: 4317.268555
	Iteration 28Q: 3 clusters Score -637071.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -637082.687500 Penalty: 4317.268555
	Iteration 29Q: 3 clusters Score -637082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -637088.937500 Penalty: 4317.268555
	Iteration 30Q: 3 clusters Score -637088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -637091.500000 Penalty: 4317.268555
	Iteration 31Q: 3 clusters Score -637091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -637097.812500 Penalty: 4317.268555
	Iteration 32Q: 3 clusters Score -637097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -637099.562500 Penalty: 4317.268555
	Iteration 33Q: 3 clusters Score -637099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -637101.187500 Penalty: 4317.268555
	Iteration 34Q: 3 clusters Score -637101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -637105.812500 Penalty: 4317.268555
	Iteration 35Q: 3 clusters Score -637105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -637106.562500 Penalty: 4317.268555
	Iteration 36Q: 3 clusters Score -637106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -637107.625000 Penalty: 4317.268555
	Iteration 37Q: 3 clusters Score -637107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -637107.250000 Penalty: 4317.268555
	Iteration 38Q: 3 clusters Score -637107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -637106.812500 Penalty: 4317.268555
	Iteration 39Q: 3 clusters Score -637106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -637107.062500 Penalty: 4317.268555
	Iteration 40F: 3 clusters Score -637107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -637106.562500 Penalty: 4317.268555
	Iteration 41Q: 3 clusters Score -637106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -637106.562500 Penalty: 4317.268555
	Iteration 42F: 3 clusters Score -637106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Entering Unmasked Estep 
Score: -2848011.750000 Penalty: 2491.898438
	Iteration 0F: 2 clusters Score -2848012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2831899.250000 Penalty: 4983.796875
	Iteration 0F: 3 clusters Score -2831899 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2837631.000000 Penalty: 4983.796875
	Iteration 1F: 3 clusters Score -2837631 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2838384.750000 Penalty: 4983.796875
	Iteration 2F: 3 clusters Score -2838385 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2839224.250000 Penalty: 4983.796875
	Iteration 3F: 3 clusters Score -2839224 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2840143.500000 Penalty: 4983.796875
	Iteration 4F: 3 clusters Score -2840144 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2841125.000000 Penalty: 4983.796875
	Iteration 5F: 3 clusters Score -2841125 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2842105.250000 Penalty: 4983.796875
	Iteration 6F: 3 clusters Score -2842105 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2842959.500000 Penalty: 4983.796875
	Iteration 7F: 3 clusters Score -2842960 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2843673.250000 Penalty: 4983.796875
	Iteration 8Q: 3 clusters Score -2843673 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2844177.500000 Penalty: 4983.796875
	Iteration 9Q: 3 clusters Score -2844178 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2844583.750000 Penalty: 4983.796875
	Iteration 10Q: 3 clusters Score -2844584 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2844909.000000 Penalty: 4983.796875
	Iteration 11Q: 3 clusters Score -2844909 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2845154.250000 Penalty: 4983.796875
	Iteration 12Q: 3 clusters Score -2845154 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2845373.500000 Penalty: 4983.796875
	Iteration 13Q: 3 clusters Score -2845374 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2845540.500000 Penalty: 4983.796875
	Iteration 14Q: 3 clusters Score -2845540 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2845669.250000 Penalty: 4983.796875
	Iteration 15Q: 3 clusters Score -2845669 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2845819.750000 Penalty: 4983.796875
	Iteration 16Q: 3 clusters Score -2845820 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2845966.000000 Penalty: 4983.796875
	Iteration 17Q: 3 clusters Score -2845966 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2846118.750000 Penalty: 4983.796875
	Iteration 18Q: 3 clusters Score -2846119 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2846252.250000 Penalty: 4983.796875
	Iteration 19Q: 3 clusters Score -2846252 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2846366.500000 Penalty: 4983.796875
	Iteration 20F: 3 clusters Score -2846366 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2846463.750000 Penalty: 4983.796875
	Iteration 21Q: 3 clusters Score -2846464 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2846550.500000 Penalty: 4983.796875
	Iteration 22Q: 3 clusters Score -2846550 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2846611.500000 Penalty: 4983.796875
	Iteration 23Q: 3 clusters Score -2846612 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2846677.750000 Penalty: 4983.796875
	Iteration 24Q: 3 clusters Score -2846678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2846708.250000 Penalty: 4983.796875
	Iteration 25Q: 3 clusters Score -2846708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2846739.000000 Penalty: 4983.796875
	Iteration 26Q: 3 clusters Score -2846739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2846775.500000 Penalty: 4983.796875
	Iteration 27Q: 3 clusters Score -2846776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2846815.500000 Penalty: 4983.796875
	Iteration 28Q: 3 clusters Score -2846816 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2846820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2846848 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2846858 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2846884 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2846900 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2846913 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2846944 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2846960 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2846978 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2846988 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2847006 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2847016 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2847030 nChanged 70
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Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2847048 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2847068 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2847099 nChanged 86
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Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2847117 nChanged 89
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Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2847140 nChanged 90
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Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2847150 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2847180 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2847200 nChanged 76
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Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2847217 nChanged 78
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Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2847231 nChanged 73
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Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 6598 members 
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	Iteration 53Q: 3 clusters Score -2847249 nChanged 69
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Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 6533 members 
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	Iteration 54Q: 3 clusters Score -2847256 nChanged 79
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Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6458 members 
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	Iteration 55Q: 3 clusters Score -2847270 nChanged 61
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Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6399 members 
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	Iteration 56Q: 3 clusters Score -2847277 nChanged 52
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Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 6347 members 
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	Iteration 57Q: 3 clusters Score -2847290 nChanged 52
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Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 6297 members 
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	Iteration 58Q: 3 clusters Score -2847300 nChanged 56
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Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 6243 members 
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	Iteration 59Q: 3 clusters Score -2847304 nChanged 32
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Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6213 members 
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	Iteration 60F: 3 clusters Score -2847304 nChanged 37
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Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6176 members 
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	Iteration 61Q: 3 clusters Score -2847320 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 6147 members 
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	Iteration 62Q: 3 clusters Score -2847319 nChanged 19
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Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6130 members 
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	Iteration 63Q: 3 clusters Score -2847330 nChanged 20
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 6110 members 
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	Iteration 64Q: 3 clusters Score -2847330 nChanged 19
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Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 6091 members 
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	Iteration 65Q: 3 clusters Score -2847336 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6072 members 
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	Iteration 66Q: 3 clusters Score -2847330 nChanged 14
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Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 6058 members 
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	Iteration 67Q: 3 clusters Score -2847331 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6045 members 
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	Iteration 68Q: 3 clusters Score -2847324 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6028 members 
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	Iteration 69Q: 3 clusters Score -2847327 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2847331 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6005 members 
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	Iteration 71Q: 3 clusters Score -2847328 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2847332 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 5980 members 
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	Iteration 73Q: 3 clusters Score -2847326 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2847332 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5965 members 
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	Iteration 75Q: 3 clusters Score -2847336 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 5951 members 
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	Iteration 76Q: 3 clusters Score -2847334 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5936 members 
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	Iteration 77Q: 3 clusters Score -2847336 nChanged 17
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Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 5919 members 
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	Iteration 78Q: 3 clusters Score -2847337 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
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	Iteration 79Q: 3 clusters Score -2847343 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2847353 nChanged 20
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Mstep: Class 1 contains 17250 members 
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	Iteration 81Q: 3 clusters Score -2847359 nChanged 23
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Mstep: Class 1 contains 17273 members 
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	Iteration 82Q: 3 clusters Score -2847356 nChanged 17
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Mstep: Class 1 contains 17290 members 
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	Iteration 83Q: 3 clusters Score -2847360 nChanged 23
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Mstep: Class 1 contains 17313 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2847363 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2847367 nChanged 20
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	Iteration 86Q: 3 clusters Score -2847361 nChanged 11
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Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2847367 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2847366 nChanged 13
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Mstep: Class 1 contains 17381 members 
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	Iteration 89Q: 3 clusters Score -2847365 nChanged 10
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Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 5718 members 
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	Iteration 90Q: 3 clusters Score -2847369 nChanged 8
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Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5710 members 
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	Iteration 91Q: 3 clusters Score -2847372 nChanged 12
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Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2847375 nChanged 8
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Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2847369 nChanged 11
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Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5679 members 
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	Iteration 94Q: 3 clusters Score -2847370 nChanged 6
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Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2847368 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2847370 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 5661 members 
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	Iteration 97Q: 3 clusters Score -2847374 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 5652 members 
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	Iteration 98Q: 3 clusters Score -2847370 nChanged 7
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Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 5645 members 
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	Iteration 99Q: 3 clusters Score -2847378 nChanged 10
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Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 5635 members 
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	Iteration 100F: 3 clusters Score -2847379 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 5619 members 
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	Iteration 101Q: 3 clusters Score -2847380 nChanged 8
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Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5611 members 
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	Iteration 102Q: 3 clusters Score -2847377 nChanged 10
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Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 5601 members 
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	Iteration 103Q: 3 clusters Score -2847384 nChanged 7
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Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 5594 members 
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	Iteration 104Q: 3 clusters Score -2847386 nChanged 7
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Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 5587 members 
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	Iteration 105Q: 3 clusters Score -2847393 nChanged 10
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Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5577 members 
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	Iteration 106Q: 3 clusters Score -2847390 nChanged 11
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Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 5566 members 
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	Iteration 107Q: 3 clusters Score -2847384 nChanged 11
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Mstep: Class 1 contains 17554 members 
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	Iteration 108Q: 3 clusters Score -2847385 nChanged 7
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Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 5548 members 
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	Iteration 109Q: 3 clusters Score -2847384 nChanged 9
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Mstep: Class 1 contains 17570 members 
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	Iteration 110Q: 3 clusters Score -2847378 nChanged 6
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Mstep: Class 1 contains 17576 members 
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	Iteration 111Q: 3 clusters Score -2847379 nChanged 11
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	Iteration 112Q: 3 clusters Score -2847387 nChanged 9
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Mstep: Class 1 contains 17596 members 
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	Iteration 113Q: 3 clusters Score -2847388 nChanged 10
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Mstep: Class 1 contains 17606 members 
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	Iteration 114Q: 3 clusters Score -2847381 nChanged 9
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Mstep: Class 1 contains 17615 members 
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	Iteration 115Q: 3 clusters Score -2847387 nChanged 10
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Mstep: Class 1 contains 17625 members 
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	Iteration 116Q: 3 clusters Score -2847378 nChanged 9
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	Iteration 117Q: 3 clusters Score -2847378 nChanged 11
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	Iteration 118Q: 3 clusters Score -2847385 nChanged 6
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Mstep: Class 1 contains 17651 members 
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	Iteration 119Q: 3 clusters Score -2847385 nChanged 4
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Mstep: Class 1 contains 17655 members 
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	Iteration 120F: 3 clusters Score -2847382 nChanged 5
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Entering Unmasked Estep 
Score: -2847383.500000 Penalty: 4983.796875
	Iteration 121Q: 3 clusters Score -2847384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2847381.750000 Penalty: 4983.796875
	Iteration 122Q: 3 clusters Score -2847382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2847383.000000 Penalty: 4983.796875
	Iteration 123Q: 3 clusters Score -2847383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2847383.750000 Penalty: 4983.796875
	Iteration 124Q: 3 clusters Score -2847384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2847383.750000 Penalty: 4983.796875
	Iteration 125Q: 3 clusters Score -2847384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2847386.500000 Penalty: 4983.796875
	Iteration 126Q: 3 clusters Score -2847386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2847389.250000 Penalty: 4983.796875
	Iteration 127Q: 3 clusters Score -2847389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2847385.500000 Penalty: 4983.796875
	Iteration 128Q: 3 clusters Score -2847386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2847385.750000 Penalty: 4983.796875
	Iteration 129Q: 3 clusters Score -2847386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2847384.250000 Penalty: 4983.796875
	Iteration 130Q: 3 clusters Score -2847384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2847384.250000 Penalty: 4983.796875
	Iteration 131F: 3 clusters Score -2847384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Entering Unmasked Estep 
Score: -5497541.500000 Penalty: 2670.516357
	Iteration 0F: 2 clusters Score -5497542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5465464.500000 Penalty: 5341.032715
	Iteration 0F: 3 clusters Score -5465464 nChanged 22086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5477856.500000 Penalty: 5341.032715
	Iteration 1F: 3 clusters Score -5477856 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5478702.500000 Penalty: 5341.032715
	Iteration 2Q: 3 clusters Score -5478702 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5479586.500000 Penalty: 5341.032715
	Iteration 3Q: 3 clusters Score -5479586 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5480607.000000 Penalty: 5341.032715
	Iteration 4Q: 3 clusters Score -5480607 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5481890.000000 Penalty: 5341.032715
	Iteration 5F: 3 clusters Score -5481890 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5483345.500000 Penalty: 5341.032715
	Iteration 6F: 3 clusters Score -5483346 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5484973.000000 Penalty: 5341.032715
	Iteration 7F: 3 clusters Score -5484973 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -5486591.000000 Penalty: 5341.032715
	Iteration 8F: 3 clusters Score -5486591 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5488154.500000 Penalty: 5341.032715
	Iteration 9Q: 3 clusters Score -5488154 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5489503.500000 Penalty: 5341.032715
	Iteration 10Q: 3 clusters Score -5489504 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5490580.500000 Penalty: 5341.032715
	Iteration 11Q: 3 clusters Score -5490580 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5491513.000000 Penalty: 5341.032715
	Iteration 12Q: 3 clusters Score -5491513 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5492239.500000 Penalty: 5341.032715
	Iteration 13Q: 3 clusters Score -5492240 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5492884.500000 Penalty: 5341.032715
	Iteration 14Q: 3 clusters Score -5492884 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -5493471.500000 Penalty: 5341.032715
	Iteration 15Q: 3 clusters Score -5493472 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5493914.000000 Penalty: 5341.032715
	Iteration 16Q: 3 clusters Score -5493914 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5494298.000000 Penalty: 5341.032715
	Iteration 17Q: 3 clusters Score -5494298 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -5494579.500000 Penalty: 5341.032715
	Iteration 18Q: 3 clusters Score -5494580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5494803.500000 Penalty: 5341.032715
	Iteration 19Q: 3 clusters Score -5494804 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -5494941.000000 Penalty: 5341.032715
	Iteration 20F: 3 clusters Score -5494941 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5495012.500000 Penalty: 5341.032715
	Iteration 21Q: 3 clusters Score -5495012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5495059.500000 Penalty: 5341.032715
	Iteration 22Q: 3 clusters Score -5495060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -5495101.000000 Penalty: 5341.032715
	Iteration 23Q: 3 clusters Score -5495101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -5495139.500000 Penalty: 5341.032715
	Iteration 24Q: 3 clusters Score -5495140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5495176.000000 Penalty: 5341.032715
	Iteration 25Q: 3 clusters Score -5495176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -5495193.500000 Penalty: 5341.032715
	Iteration 26Q: 3 clusters Score -5495194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -5495213.500000 Penalty: 5341.032715
	Iteration 27Q: 3 clusters Score -5495214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -5495229.000000 Penalty: 5341.032715
	Iteration 28Q: 3 clusters Score -5495229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -5495252.000000 Penalty: 5341.032715
	Iteration 29Q: 3 clusters Score -5495252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5495265.000000 Penalty: 5341.032715
	Iteration 30Q: 3 clusters Score -5495265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5495278.000000 Penalty: 5341.032715
	Iteration 31Q: 3 clusters Score -5495278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -5495283.000000 Penalty: 5341.032715
	Iteration 32Q: 3 clusters Score -5495283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5495294.000000 Penalty: 5341.032715
	Iteration 33Q: 3 clusters Score -5495294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -5495300.500000 Penalty: 5341.032715
	Iteration 34Q: 3 clusters Score -5495300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5495310.500000 Penalty: 5341.032715
	Iteration 35Q: 3 clusters Score -5495310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5495322.000000 Penalty: 5341.032715
	Iteration 36Q: 3 clusters Score -5495322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -5495330.500000 Penalty: 5341.032715
	Iteration 37Q: 3 clusters Score -5495330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5495335.500000 Penalty: 5341.032715
	Iteration 38Q: 3 clusters Score -5495336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -5495344.500000 Penalty: 5341.032715
	Iteration 39Q: 3 clusters Score -5495344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5495348.000000 Penalty: 5341.032715
	Iteration 40F: 3 clusters Score -5495348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5495346.500000 Penalty: 5341.032715
	Iteration 41Q: 3 clusters Score -5495346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5495346.500000 Penalty: 5341.032715
	Iteration 42Q: 3 clusters Score -5495346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5495346.500000 Penalty: 5341.032715
	Iteration 43F: 3 clusters Score -5495346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Entering Unmasked Estep 
Score: -8470626.000000 Penalty: 2762.685303
	Iteration 0F: 2 clusters Score -8470626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -8424597.000000 Penalty: 5525.370605
	Iteration 0F: 3 clusters Score -8424597 nChanged 32234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8442657.000000 Penalty: 5525.370605
	Iteration 1F: 3 clusters Score -8442657 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -8443602.000000 Penalty: 5525.370605
	Iteration 2Q: 3 clusters Score -8443602 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8444932.000000 Penalty: 5525.370605
	Iteration 3Q: 3 clusters Score -8444932 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -8447070.000000 Penalty: 5525.370605
	Iteration 4F: 3 clusters Score -8447070 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -8450237.000000 Penalty: 5525.370605
	Iteration 5F: 3 clusters Score -8450237 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -8454105.000000 Penalty: 5525.370605
	Iteration 6F: 3 clusters Score -8454105 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8458138.000000 Penalty: 5525.370605
	Iteration 7F: 3 clusters Score -8458138 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -8461782.000000 Penalty: 5525.370605
	Iteration 8F: 3 clusters Score -8461782 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -8464650.000000 Penalty: 5525.370605
	Iteration 9Q: 3 clusters Score -8464650 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -8466561.000000 Penalty: 5525.370605
	Iteration 10Q: 3 clusters Score -8466561 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8467552.000000 Penalty: 5525.370605
	Iteration 11Q: 3 clusters Score -8467552 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8468033.000000 Penalty: 5525.370605
	Iteration 12Q: 3 clusters Score -8468033 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8468321.000000 Penalty: 5525.370605
	Iteration 13Q: 3 clusters Score -8468321 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -8468475.000000 Penalty: 5525.370605
	Iteration 14Q: 3 clusters Score -8468475 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -8468586.000000 Penalty: 5525.370605
	Iteration 15Q: 3 clusters Score -8468586 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -8468653.000000 Penalty: 5525.370605
	Iteration 16Q: 3 clusters Score -8468653 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8468746.000000 Penalty: 5525.370605
	Iteration 17Q: 3 clusters Score -8468746 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8468789.000000 Penalty: 5525.370605
	Iteration 18Q: 3 clusters Score -8468789 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8468822.000000 Penalty: 5525.370605
	Iteration 19Q: 3 clusters Score -8468822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8468850.000000 Penalty: 5525.370605
	Iteration 20F: 3 clusters Score -8468850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8468886.000000 Penalty: 5525.370605
	Iteration 21Q: 3 clusters Score -8468886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -8468894.000000 Penalty: 5525.370605
	Iteration 22Q: 3 clusters Score -8468894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8468899.000000 Penalty: 5525.370605
	Iteration 23Q: 3 clusters Score -8468899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -8468901.000000 Penalty: 5525.370605
	Iteration 24Q: 3 clusters Score -8468901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8468901.000000 Penalty: 5525.370605
	Iteration 25Q: 3 clusters Score -8468901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -8468900.000000 Penalty: 5525.370605
	Iteration 26Q: 3 clusters Score -8468900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8468896.000000 Penalty: 5525.370605
	Iteration 27Q: 3 clusters Score -8468896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8468900.000000 Penalty: 5525.370605
	Iteration 28Q: 3 clusters Score -8468900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8468886.000000 Penalty: 5525.370605
	Iteration 29Q: 3 clusters Score -8468886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8468912.000000 Penalty: 5525.370605
	Iteration 30Q: 3 clusters Score -8468912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8468912.000000 Penalty: 5525.370605
	Iteration 31Q: 3 clusters Score -8468912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8468918.000000 Penalty: 5525.370605
	Iteration 32Q: 3 clusters Score -8468918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8468909.000000 Penalty: 5525.370605
	Iteration 33Q: 3 clusters Score -8468909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8468907.000000 Penalty: 5525.370605
	Iteration 34Q: 3 clusters Score -8468907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -8468923.000000 Penalty: 5525.370605
	Iteration 35Q: 3 clusters Score -8468923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8468924.000000 Penalty: 5525.370605
	Iteration 36Q: 3 clusters Score -8468924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8468923.000000 Penalty: 5525.370605
	Iteration 37Q: 3 clusters Score -8468923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -8468934.000000 Penalty: 5525.370605
	Iteration 38Q: 3 clusters Score -8468934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8468930.000000 Penalty: 5525.370605
	Iteration 39Q: 3 clusters Score -8468930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8468929.000000 Penalty: 5525.370605
	Iteration 40F: 3 clusters Score -8468929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8468930.000000 Penalty: 5525.370605
	Iteration 41Q: 3 clusters Score -8468930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8468928.000000 Penalty: 5525.370605
	Iteration 42Q: 3 clusters Score -8468928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8468929.000000 Penalty: 5525.370605
	Iteration 43Q: 3 clusters Score -8468929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8468929.000000 Penalty: 5525.370605
	Iteration 44Q: 3 clusters Score -8468929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -8468931.000000 Penalty: 5525.370605
	Iteration 45Q: 3 clusters Score -8468931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8468934.000000 Penalty: 5525.370605
	Iteration 46Q: 3 clusters Score -8468934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8468932.000000 Penalty: 5525.370605
	Iteration 47Q: 3 clusters Score -8468932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8468932.000000 Penalty: 5525.370605
	Iteration 48F: 3 clusters Score -8468932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -862810.750000 Penalty: 2194.323486
	Iteration 0F: 2 clusters Score -862810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -857059.625000 Penalty: 4388.646973
	Iteration 0F: 3 clusters Score -857059.6 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -858578.125000 Penalty: 4388.646973
	Iteration 1F: 3 clusters Score -858578.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -858832.000000 Penalty: 4388.646973
	Iteration 2F: 3 clusters Score -858832 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -858976.375000 Penalty: 4388.646973
	Iteration 3Q: 3 clusters Score -858976.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -859081.125000 Penalty: 4388.646973
	Iteration 4Q: 3 clusters Score -859081.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -859154.437500 Penalty: 4388.646973
	Iteration 5Q: 3 clusters Score -859154.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -859201.500000 Penalty: 4388.646973
	Iteration 6Q: 3 clusters Score -859201.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -859250.312500 Penalty: 4388.646973
	Iteration 7Q: 3 clusters Score -859250.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -859298.875000 Penalty: 4388.646973
	Iteration 8Q: 3 clusters Score -859298.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -859350.312500 Penalty: 4388.646973
	Iteration 9Q: 3 clusters Score -859350.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -859397.875000 Penalty: 4388.646973
	Iteration 10Q: 3 clusters Score -859397.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -859448.062500 Penalty: 4388.646973
	Iteration 11Q: 3 clusters Score -859448.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -859499.937500 Penalty: 4388.646973
	Iteration 12Q: 3 clusters Score -859499.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -859560.750000 Penalty: 4388.646973
	Iteration 13Q: 3 clusters Score -859560.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -859623.000000 Penalty: 4388.646973
	Iteration 14Q: 3 clusters Score -859623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -859679.875000 Penalty: 4388.646973
	Iteration 15Q: 3 clusters Score -859679.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -859730.625000 Penalty: 4388.646973
	Iteration 16Q: 3 clusters Score -859730.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -859794.250000 Penalty: 4388.646973
	Iteration 17Q: 3 clusters Score -859794.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -859862.000000 Penalty: 4388.646973
	Iteration 18Q: 3 clusters Score -859862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -859935.125000 Penalty: 4388.646973
	Iteration 19Q: 3 clusters Score -859935.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -860012.000000 Penalty: 4388.646973
	Iteration 20F: 3 clusters Score -860012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -860087.500000 Penalty: 4388.646973
	Iteration 21Q: 3 clusters Score -860087.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -860163.500000 Penalty: 4388.646973
	Iteration 22Q: 3 clusters Score -860163.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -860242.687500 Penalty: 4388.646973
	Iteration 23Q: 3 clusters Score -860242.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -860303.625000 Penalty: 4388.646973
	Iteration 24Q: 3 clusters Score -860303.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -860364.750000 Penalty: 4388.646973
	Iteration 25Q: 3 clusters Score -860364.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -860406.000000 Penalty: 4388.646973
	Iteration 26Q: 3 clusters Score -860406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -860439.375000 Penalty: 4388.646973
	Iteration 27Q: 3 clusters Score -860439.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -860464.812500 Penalty: 4388.646973
	Iteration 28Q: 3 clusters Score -860464.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -860483.937500 Penalty: 4388.646973
	Iteration 29Q: 3 clusters Score -860483.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -860507.750000 Penalty: 4388.646973
	Iteration 30Q: 3 clusters Score -860507.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -860531.500000 Penalty: 4388.646973
	Iteration 31Q: 3 clusters Score -860531.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -860552.187500 Penalty: 4388.646973
	Iteration 32Q: 3 clusters Score -860552.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -860582.687500 Penalty: 4388.646973
	Iteration 33Q: 3 clusters Score -860582.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -860605.562500 Penalty: 4388.646973
	Iteration 34Q: 3 clusters Score -860605.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -860630.375000 Penalty: 4388.646973
	Iteration 35Q: 3 clusters Score -860630.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -860659.750000 Penalty: 4388.646973
	Iteration 36Q: 3 clusters Score -860659.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -860693.062500 Penalty: 4388.646973
	Iteration 37Q: 3 clusters Score -860693.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -860731.500000 Penalty: 4388.646973
	Iteration 38Q: 3 clusters Score -860731.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -860764.687500 Penalty: 4388.646973
	Iteration 39Q: 3 clusters Score -860764.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -860792.937500 Penalty: 4388.646973
	Iteration 40F: 3 clusters Score -860792.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -860823.125000 Penalty: 4388.646973
	Iteration 41Q: 3 clusters Score -860823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -860848.187500 Penalty: 4388.646973
	Iteration 42Q: 3 clusters Score -860848.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -860870.937500 Penalty: 4388.646973
	Iteration 43Q: 3 clusters Score -860870.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -860885.562500 Penalty: 4388.646973
	Iteration 44Q: 3 clusters Score -860885.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -860904.750000 Penalty: 4388.646973
	Iteration 45Q: 3 clusters Score -860904.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -860933.750000 Penalty: 4388.646973
	Iteration 46Q: 3 clusters Score -860933.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -860968.437500 Penalty: 4388.646973
	Iteration 47Q: 3 clusters Score -860968.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -861003.937500 Penalty: 4388.646973
	Iteration 48Q: 3 clusters Score -861003.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -861033.937500 Penalty: 4388.646973
	Iteration 49Q: 3 clusters Score -861033.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -861057.687500 Penalty: 4388.646973
	Iteration 50Q: 3 clusters Score -861057.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -861082.000000 Penalty: 4388.646973
	Iteration 51Q: 3 clusters Score -861082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -861103.000000 Penalty: 4388.646973
	Iteration 52Q: 3 clusters Score -861103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -861118.250000 Penalty: 4388.646973
	Iteration 53Q: 3 clusters Score -861118.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -861132.062500 Penalty: 4388.646973
	Iteration 54Q: 3 clusters Score -861132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -861141.875000 Penalty: 4388.646973
	Iteration 55Q: 3 clusters Score -861141.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -861148.500000 Penalty: 4388.646973
	Iteration 56Q: 3 clusters Score -861148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -861155.937500 Penalty: 4388.646973
	Iteration 57Q: 3 clusters Score -861155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -861167.625000 Penalty: 4388.646973
	Iteration 58Q: 3 clusters Score -861167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -861171.125000 Penalty: 4388.646973
	Iteration 59Q: 3 clusters Score -861171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -861176.687500 Penalty: 4388.646973
	Iteration 60F: 3 clusters Score -861176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -861181.750000 Penalty: 4388.646973
	Iteration 61Q: 3 clusters Score -861181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -861186.375000 Penalty: 4388.646973
	Iteration 62Q: 3 clusters Score -861186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -861187.187500 Penalty: 4388.646973
	Iteration 63Q: 3 clusters Score -861187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -861191.312500 Penalty: 4388.646973
	Iteration 64Q: 3 clusters Score -861191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -861193.375000 Penalty: 4388.646973
	Iteration 65Q: 3 clusters Score -861193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -861198.687500 Penalty: 4388.646973
	Iteration 66Q: 3 clusters Score -861198.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -861202.625000 Penalty: 4388.646973
	Iteration 67Q: 3 clusters Score -861202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -861206.062500 Penalty: 4388.646973
	Iteration 68Q: 3 clusters Score -861206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -861208.375000 Penalty: 4388.646973
	Iteration 69Q: 3 clusters Score -861208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -861211.500000 Penalty: 4388.646973
	Iteration 70Q: 3 clusters Score -861211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -861216.000000 Penalty: 4388.646973
	Iteration 71Q: 3 clusters Score -861216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -861215.312500 Penalty: 4388.646973
	Iteration 72Q: 3 clusters Score -861215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -861215.312500 Penalty: 4388.646973
	Iteration 73F: 3 clusters Score -861215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -661685.687500 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -661685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -656836.500000 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -656836.5 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -658241.625000 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -658241.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -658784.812500 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -658784.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -659384.937500 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -659384.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -660041.812500 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -660041.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -660722.062500 Penalty: 4273.602051
	Iteration 5F: 3 clusters Score -660722.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -661259.750000 Penalty: 4273.602051
	Iteration 6F: 3 clusters Score -661259.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -661629.562500 Penalty: 4273.602051
	Iteration 7F: 3 clusters Score -661629.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -661848.812500 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -661848.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -661963.562500 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -661963.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -662001.500000 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -662001.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -662021.000000 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -662021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662036.500000 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -662036.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -662042.687500 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -662042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -662045.437500 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -662045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -662049.062500 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -662049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -662051.312500 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -662051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -662055.562500 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -662055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -662055.562500 Penalty: 4273.602051
	Iteration 18F: 3 clusters Score -662055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 3500 members 
Entering Unmasked Estep 
Score: -134464160.000000 Penalty: 220981.687500
Splitting cluster 28 changes total score from -134464464.000000 to -134464160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -660638.750000 Penalty: 2134.816406
	Iteration 0F: 2 clusters Score -660638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -655856.812500 Penalty: 4269.632812
	Iteration 0F: 3 clusters Score -655856.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -657081.375000 Penalty: 4269.632812
	Iteration 1F: 3 clusters Score -657081.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -657399.750000 Penalty: 4269.632812
	Iteration 2F: 3 clusters Score -657399.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -657646.250000 Penalty: 4269.632812
	Iteration 3F: 3 clusters Score -657646.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -657847.250000 Penalty: 4269.632812
	Iteration 4F: 3 clusters Score -657847.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -658021.000000 Penalty: 4269.632812
	Iteration 5Q: 3 clusters Score -658021 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -658201.312500 Penalty: 4269.632812
	Iteration 6Q: 3 clusters Score -658201.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -658374.562500 Penalty: 4269.632812
	Iteration 7Q: 3 clusters Score -658374.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -658518.062500 Penalty: 4269.632812
	Iteration 8Q: 3 clusters Score -658518.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -658624.312500 Penalty: 4269.632812
	Iteration 9Q: 3 clusters Score -658624.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -658711.500000 Penalty: 4269.632812
	Iteration 10Q: 3 clusters Score -658711.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -658767.000000 Penalty: 4269.632812
	Iteration 11Q: 3 clusters Score -658767 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -658813.062500 Penalty: 4269.632812
	Iteration 12Q: 3 clusters Score -658813.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -658843.312500 Penalty: 4269.632812
	Iteration 13Q: 3 clusters Score -658843.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -658865.062500 Penalty: 4269.632812
	Iteration 14Q: 3 clusters Score -658865.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -658883.125000 Penalty: 4269.632812
	Iteration 15Q: 3 clusters Score -658883.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -658897.375000 Penalty: 4269.632812
	Iteration 16Q: 3 clusters Score -658897.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -658912.125000 Penalty: 4269.632812
	Iteration 17Q: 3 clusters Score -658912.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -658923.625000 Penalty: 4269.632812
	Iteration 18Q: 3 clusters Score -658923.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -658930.500000 Penalty: 4269.632812
	Iteration 19Q: 3 clusters Score -658930.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658937.625000 Penalty: 4269.632812
	Iteration 20F: 3 clusters Score -658937.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -658944.625000 Penalty: 4269.632812
	Iteration 21Q: 3 clusters Score -658944.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -658951.437500 Penalty: 4269.632812
	Iteration 22Q: 3 clusters Score -658951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -658957.437500 Penalty: 4269.632812
	Iteration 23Q: 3 clusters Score -658957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -658961.562500 Penalty: 4269.632812
	Iteration 24Q: 3 clusters Score -658961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -658963.125000 Penalty: 4269.632812
	Iteration 25Q: 3 clusters Score -658963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -658965.687500 Penalty: 4269.632812
	Iteration 26Q: 3 clusters Score -658965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -658965.875000 Penalty: 4269.632812
	Iteration 27Q: 3 clusters Score -658965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -658966.500000 Penalty: 4269.632812
	Iteration 28Q: 3 clusters Score -658966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -658967.625000 Penalty: 4269.632812
	Iteration 29Q: 3 clusters Score -658967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -658967.687500 Penalty: 4269.632812
	Iteration 30Q: 3 clusters Score -658967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -658968.375000 Penalty: 4269.632812
	Iteration 31Q: 3 clusters Score -658968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -658968.375000 Penalty: 4269.632812
	Iteration 32F: 3 clusters Score -658968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1282757.375000 Penalty: 2301.059570
	Iteration 0F: 2 clusters Score -1282757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1274611.000000 Penalty: 4602.119141
	Iteration 0F: 3 clusters Score -1274611 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1277348.625000 Penalty: 4602.119141
	Iteration 1F: 3 clusters Score -1277349 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1278127.500000 Penalty: 4602.119141
	Iteration 2F: 3 clusters Score -1278128 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1279041.750000 Penalty: 4602.119141
	Iteration 3F: 3 clusters Score -1279042 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1280096.750000 Penalty: 4602.119141
	Iteration 4F: 3 clusters Score -1280097 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1281210.500000 Penalty: 4602.119141
	Iteration 5F: 3 clusters Score -1281210 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1282281.625000 Penalty: 4602.119141
	Iteration 6F: 3 clusters Score -1282282 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1283314.000000 Penalty: 4602.119141
	Iteration 7F: 3 clusters Score -1283314 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1283958.625000 Penalty: 4602.119141
	Iteration 8F: 3 clusters Score -1283959 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1284386.000000 Penalty: 4602.119141
	Iteration 9Q: 3 clusters Score -1284386 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1284769.750000 Penalty: 4602.119141
	Iteration 10Q: 3 clusters Score -1284770 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1285066.875000 Penalty: 4602.119141
	Iteration 11Q: 3 clusters Score -1285067 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1285246.125000 Penalty: 4602.119141
	Iteration 12Q: 3 clusters Score -1285246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1285364.875000 Penalty: 4602.119141
	Iteration 13Q: 3 clusters Score -1285365 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1285457.750000 Penalty: 4602.119141
	Iteration 14Q: 3 clusters Score -1285458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1285508.250000 Penalty: 4602.119141
	Iteration 15Q: 3 clusters Score -1285508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1285541.500000 Penalty: 4602.119141
	Iteration 16Q: 3 clusters Score -1285542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1285565.375000 Penalty: 4602.119141
	Iteration 17Q: 3 clusters Score -1285565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1285574.000000 Penalty: 4602.119141
	Iteration 18Q: 3 clusters Score -1285574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1285581.625000 Penalty: 4602.119141
	Iteration 19Q: 3 clusters Score -1285582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1285590.125000 Penalty: 4602.119141
	Iteration 20F: 3 clusters Score -1285590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1285593.375000 Penalty: 4602.119141
	Iteration 21Q: 3 clusters Score -1285593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1285599.625000 Penalty: 4602.119141
	Iteration 22Q: 3 clusters Score -1285600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1285600.000000 Penalty: 4602.119141
	Iteration 23Q: 3 clusters Score -1285600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1285602.375000 Penalty: 4602.119141
	Iteration 24Q: 3 clusters Score -1285602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1285603.750000 Penalty: 4602.119141
	Iteration 25Q: 3 clusters Score -1285604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1285603.625000 Penalty: 4602.119141
	Iteration 26Q: 3 clusters Score -1285604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1285604.625000 Penalty: 4602.119141
	Iteration 27Q: 3 clusters Score -1285605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1285608.250000 Penalty: 4602.119141
	Iteration 28Q: 3 clusters Score -1285608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1285607.625000 Penalty: 4602.119141
	Iteration 29Q: 3 clusters Score -1285608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1285609.750000 Penalty: 4602.119141
	Iteration 30Q: 3 clusters Score -1285610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1285609.750000 Penalty: 4602.119141
	Iteration 31F: 3 clusters Score -1285610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Entering Unmasked Estep 
Score: -134467024.000000 Penalty: 220981.687500
Splitting cluster 30 changes total score from -134464464.000000 to -134467024.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 31 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -1950027.625000 Penalty: 2400.259766
	Iteration 0F: 2 clusters Score -1950028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1938577.750000 Penalty: 4800.519531
	Iteration 0F: 3 clusters Score -1938578 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1942605.625000 Penalty: 4800.519531
	Iteration 1F: 3 clusters Score -1942606 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1943422.000000 Penalty: 4800.519531
	Iteration 2F: 3 clusters Score -1943422 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1944258.750000 Penalty: 4800.519531
	Iteration 3F: 3 clusters Score -1944259 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1945090.750000 Penalty: 4800.519531
	Iteration 4F: 3 clusters Score -1945091 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1945814.125000 Penalty: 4800.519531
	Iteration 5F: 3 clusters Score -1945814 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1946431.125000 Penalty: 4800.519531
	Iteration 6F: 3 clusters Score -1946431 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1946938.125000 Penalty: 4800.519531
	Iteration 7Q: 3 clusters Score -1946938 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1947328.125000 Penalty: 4800.519531
	Iteration 8Q: 3 clusters Score -1947328 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1947634.875000 Penalty: 4800.519531
	Iteration 9Q: 3 clusters Score -1947635 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1947827.250000 Penalty: 4800.519531
	Iteration 10Q: 3 clusters Score -1947827 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1947996.750000 Penalty: 4800.519531
	Iteration 11Q: 3 clusters Score -1947997 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1948114.375000 Penalty: 4800.519531
	Iteration 12Q: 3 clusters Score -1948114 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1948252.000000 Penalty: 4800.519531
	Iteration 13Q: 3 clusters Score -1948252 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1948385.000000 Penalty: 4800.519531
	Iteration 14Q: 3 clusters Score -1948385 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1948515.625000 Penalty: 4800.519531
	Iteration 15Q: 3 clusters Score -1948516 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1948647.125000 Penalty: 4800.519531
	Iteration 16Q: 3 clusters Score -1948647 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1948774.625000 Penalty: 4800.519531
	Iteration 17Q: 3 clusters Score -1948775 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1948903.375000 Penalty: 4800.519531
	Iteration 18Q: 3 clusters Score -1948903 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1949032.875000 Penalty: 4800.519531
	Iteration 19Q: 3 clusters Score -1949033 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1949154.375000 Penalty: 4800.519531
	Iteration 20F: 3 clusters Score -1949154 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1949263.250000 Penalty: 4800.519531
	Iteration 21Q: 3 clusters Score -1949263 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1949366.750000 Penalty: 4800.519531
	Iteration 22Q: 3 clusters Score -1949367 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1949482.500000 Penalty: 4800.519531
	Iteration 23Q: 3 clusters Score -1949482 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1949596.375000 Penalty: 4800.519531
	Iteration 24Q: 3 clusters Score -1949596 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1949687.750000 Penalty: 4800.519531
	Iteration 25Q: 3 clusters Score -1949688 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1949788.250000 Penalty: 4800.519531
	Iteration 26Q: 3 clusters Score -1949788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1949859.500000 Penalty: 4800.519531
	Iteration 27Q: 3 clusters Score -1949860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1949911.375000 Penalty: 4800.519531
	Iteration 28Q: 3 clusters Score -1949911 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1949970.375000 Penalty: 4800.519531
	Iteration 29Q: 3 clusters Score -1949970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1950035.375000 Penalty: 4800.519531
	Iteration 30Q: 3 clusters Score -1950035 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1950127.875000 Penalty: 4800.519531
	Iteration 31Q: 3 clusters Score -1950128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1950215.500000 Penalty: 4800.519531
	Iteration 32Q: 3 clusters Score -1950216 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1950305.250000 Penalty: 4800.519531
	Iteration 33Q: 3 clusters Score -1950305 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1950385.125000 Penalty: 4800.519531
	Iteration 34Q: 3 clusters Score -1950385 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1950456.250000 Penalty: 4800.519531
	Iteration 35Q: 3 clusters Score -1950456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1950509.625000 Penalty: 4800.519531
	Iteration 36Q: 3 clusters Score -1950510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1950536.250000 Penalty: 4800.519531
	Iteration 37Q: 3 clusters Score -1950536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1950555.125000 Penalty: 4800.519531
	Iteration 38Q: 3 clusters Score -1950555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1950570.875000 Penalty: 4800.519531
	Iteration 39Q: 3 clusters Score -1950571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1950585.125000 Penalty: 4800.519531
	Iteration 40F: 3 clusters Score -1950585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1950596.250000 Penalty: 4800.519531
	Iteration 41Q: 3 clusters Score -1950596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1950598.500000 Penalty: 4800.519531
	Iteration 42Q: 3 clusters Score -1950598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1950605.250000 Penalty: 4800.519531
	Iteration 43Q: 3 clusters Score -1950605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1950605.000000 Penalty: 4800.519531
	Iteration 44Q: 3 clusters Score -1950605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1950616.875000 Penalty: 4800.519531
	Iteration 45Q: 3 clusters Score -1950617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1950614.625000 Penalty: 4800.519531
	Iteration 46Q: 3 clusters Score -1950615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1950620.625000 Penalty: 4800.519531
	Iteration 47Q: 3 clusters Score -1950621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1950624.000000 Penalty: 4800.519531
	Iteration 48Q: 3 clusters Score -1950624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1950625.000000 Penalty: 4800.519531
	Iteration 49Q: 3 clusters Score -1950625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1950626.000000 Penalty: 4800.519531
	Iteration 50Q: 3 clusters Score -1950626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1950624.375000 Penalty: 4800.519531
	Iteration 51Q: 3 clusters Score -1950624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1950625.250000 Penalty: 4800.519531
	Iteration 52Q: 3 clusters Score -1950625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1950634.250000 Penalty: 4800.519531
	Iteration 53Q: 3 clusters Score -1950634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1950634.750000 Penalty: 4800.519531
	Iteration 54Q: 3 clusters Score -1950635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1950637.125000 Penalty: 4800.519531
	Iteration 55Q: 3 clusters Score -1950637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1950641.875000 Penalty: 4800.519531
	Iteration 56Q: 3 clusters Score -1950642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1950641.250000 Penalty: 4800.519531
	Iteration 57Q: 3 clusters Score -1950641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1950645.125000 Penalty: 4800.519531
	Iteration 58Q: 3 clusters Score -1950645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1950643.000000 Penalty: 4800.519531
	Iteration 59Q: 3 clusters Score -1950643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1950642.750000 Penalty: 4800.519531
	Iteration 60F: 3 clusters Score -1950643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1950641.250000 Penalty: 4800.519531
	Iteration 61Q: 3 clusters Score -1950641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1950637.375000 Penalty: 4800.519531
	Iteration 62Q: 3 clusters Score -1950637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1950637.875000 Penalty: 4800.519531
	Iteration 63Q: 3 clusters Score -1950638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1950638.125000 Penalty: 4800.519531
	Iteration 64Q: 3 clusters Score -1950638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1950646.250000 Penalty: 4800.519531
	Iteration 65Q: 3 clusters Score -1950646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1950644.500000 Penalty: 4800.519531
	Iteration 66Q: 3 clusters Score -1950644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1950646.750000 Penalty: 4800.519531
	Iteration 67Q: 3 clusters Score -1950647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1950650.500000 Penalty: 4800.519531
	Iteration 68Q: 3 clusters Score -1950650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1950648.000000 Penalty: 4800.519531
	Iteration 69Q: 3 clusters Score -1950648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1950652.750000 Penalty: 4800.519531
	Iteration 70Q: 3 clusters Score -1950653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1950652.625000 Penalty: 4800.519531
	Iteration 71Q: 3 clusters Score -1950653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1950652.250000 Penalty: 4800.519531
	Iteration 72Q: 3 clusters Score -1950652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1950650.125000 Penalty: 4800.519531
	Iteration 73Q: 3 clusters Score -1950650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1950650.875000 Penalty: 4800.519531
	Iteration 74Q: 3 clusters Score -1950651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1950651.250000 Penalty: 4800.519531
	Iteration 75Q: 3 clusters Score -1950651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1950648.500000 Penalty: 4800.519531
	Iteration 76Q: 3 clusters Score -1950648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1950646.750000 Penalty: 4800.519531
	Iteration 77Q: 3 clusters Score -1950647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1950654.125000 Penalty: 4800.519531
	Iteration 78Q: 3 clusters Score -1950654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1950656.500000 Penalty: 4800.519531
	Iteration 79Q: 3 clusters Score -1950656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1950657.625000 Penalty: 4800.519531
	Iteration 80F: 3 clusters Score -1950658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1950663.000000 Penalty: 4800.519531
	Iteration 81Q: 3 clusters Score -1950663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1950666.125000 Penalty: 4800.519531
	Iteration 82Q: 3 clusters Score -1950666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1950668.875000 Penalty: 4800.519531
	Iteration 83Q: 3 clusters Score -1950669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1950671.375000 Penalty: 4800.519531
	Iteration 84Q: 3 clusters Score -1950671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1950671.125000 Penalty: 4800.519531
	Iteration 85Q: 3 clusters Score -1950671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1950674.250000 Penalty: 4800.519531
	Iteration 86Q: 3 clusters Score -1950674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1950681.875000 Penalty: 4800.519531
	Iteration 87Q: 3 clusters Score -1950682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1950695.875000 Penalty: 4800.519531
	Iteration 88Q: 3 clusters Score -1950696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1950703.375000 Penalty: 4800.519531
	Iteration 89Q: 3 clusters Score -1950703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1950712.875000 Penalty: 4800.519531
	Iteration 90Q: 3 clusters Score -1950713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1950732.625000 Penalty: 4800.519531
	Iteration 91Q: 3 clusters Score -1950733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1950762.375000 Penalty: 4800.519531
	Iteration 92Q: 3 clusters Score -1950762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1950806.375000 Penalty: 4800.519531
	Iteration 93Q: 3 clusters Score -1950806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1950873.125000 Penalty: 4800.519531
	Iteration 94Q: 3 clusters Score -1950873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1950966.250000 Penalty: 4800.519531
	Iteration 95Q: 3 clusters Score -1950966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1951165.500000 Penalty: 4800.519531
	Iteration 96Q: 3 clusters Score -1951166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1951498.500000 Penalty: 4800.519531
	Iteration 97Q: 3 clusters Score -1951498 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1951756.125000 Penalty: 4800.519531
	Iteration 98Q: 3 clusters Score -1951756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1951831.375000 Penalty: 4800.519531
	Iteration 99Q: 3 clusters Score -1951831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1951852.000000 Penalty: 4800.519531
	Iteration 100F: 3 clusters Score -1951852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1951861.625000 Penalty: 4800.519531
	Iteration 101Q: 3 clusters Score -1951862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1951862.250000 Penalty: 4800.519531
	Iteration 102Q: 3 clusters Score -1951862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1951867.125000 Penalty: 4800.519531
	Iteration 103Q: 3 clusters Score -1951867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1951864.625000 Penalty: 4800.519531
	Iteration 104Q: 3 clusters Score -1951865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1951864.875000 Penalty: 4800.519531
	Iteration 105Q: 3 clusters Score -1951865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1951865.000000 Penalty: 4800.519531
	Iteration 106Q: 3 clusters Score -1951865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1951867.125000 Penalty: 4800.519531
	Iteration 107Q: 3 clusters Score -1951867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1951865.125000 Penalty: 4800.519531
	Iteration 108Q: 3 clusters Score -1951865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1951865.625000 Penalty: 4800.519531
	Iteration 109Q: 3 clusters Score -1951866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1951865.625000 Penalty: 4800.519531
	Iteration 110F: 3 clusters Score -1951866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Entering Unmasked Estep 
Score: -134467808.000000 Penalty: 224434.515625
Splitting cluster 31 changes total score from -134464464.000000 to -134467808.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 32 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -856105.437500 Penalty: 2178.851562
	Iteration 0F: 2 clusters Score -856105.4 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 3346 members 
Entering Unmasked Estep 
Score: -850561.750000 Penalty: 4357.703125
	Iteration 0F: 3 clusters Score -850561.8 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -851927.562500 Penalty: 4357.703125
	Iteration 1F: 3 clusters Score -851927.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -852187.062500 Penalty: 4357.703125
	Iteration 2F: 3 clusters Score -852187.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -852355.000000 Penalty: 4357.703125
	Iteration 3F: 3 clusters Score -852355 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -852495.625000 Penalty: 4357.703125
	Iteration 4Q: 3 clusters Score -852495.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -852634.312500 Penalty: 4357.703125
	Iteration 5Q: 3 clusters Score -852634.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -852783.625000 Penalty: 4357.703125
	Iteration 6Q: 3 clusters Score -852783.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -852932.937500 Penalty: 4357.703125
	Iteration 7Q: 3 clusters Score -852932.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -853084.125000 Penalty: 4357.703125
	Iteration 8Q: 3 clusters Score -853084.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -853250.500000 Penalty: 4357.703125
	Iteration 9Q: 3 clusters Score -853250.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -853394.750000 Penalty: 4357.703125
	Iteration 10Q: 3 clusters Score -853394.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -853539.250000 Penalty: 4357.703125
	Iteration 11Q: 3 clusters Score -853539.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -853676.500000 Penalty: 4357.703125
	Iteration 12Q: 3 clusters Score -853676.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -853785.812500 Penalty: 4357.703125
	Iteration 13Q: 3 clusters Score -853785.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -853874.312500 Penalty: 4357.703125
	Iteration 14Q: 3 clusters Score -853874.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -853954.000000 Penalty: 4357.703125
	Iteration 15Q: 3 clusters Score -853954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -854009.687500 Penalty: 4357.703125
	Iteration 16Q: 3 clusters Score -854009.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -854055.125000 Penalty: 4357.703125
	Iteration 17Q: 3 clusters Score -854055.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -854090.000000 Penalty: 4357.703125
	Iteration 18Q: 3 clusters Score -854090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -854121.625000 Penalty: 4357.703125
	Iteration 19Q: 3 clusters Score -854121.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -854139.687500 Penalty: 4357.703125
	Iteration 20F: 3 clusters Score -854139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -854157.500000 Penalty: 4357.703125
	Iteration 21Q: 3 clusters Score -854157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -854168.437500 Penalty: 4357.703125
	Iteration 22Q: 3 clusters Score -854168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -854177.937500 Penalty: 4357.703125
	Iteration 23Q: 3 clusters Score -854177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -854180.437500 Penalty: 4357.703125
	Iteration 24Q: 3 clusters Score -854180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -854186.625000 Penalty: 4357.703125
	Iteration 25Q: 3 clusters Score -854186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -854186.500000 Penalty: 4357.703125
	Iteration 26Q: 3 clusters Score -854186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -854189.500000 Penalty: 4357.703125
	Iteration 27Q: 3 clusters Score -854189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -854190.187500 Penalty: 4357.703125
	Iteration 28Q: 3 clusters Score -854190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -854195.125000 Penalty: 4357.703125
	Iteration 29Q: 3 clusters Score -854195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -854203.187500 Penalty: 4357.703125
	Iteration 30Q: 3 clusters Score -854203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -854209.687500 Penalty: 4357.703125
	Iteration 31Q: 3 clusters Score -854209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -854214.812500 Penalty: 4357.703125
	Iteration 32Q: 3 clusters Score -854214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -854216.437500 Penalty: 4357.703125
	Iteration 33Q: 3 clusters Score -854216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -854216.750000 Penalty: 4357.703125
	Iteration 34Q: 3 clusters Score -854216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -854218.750000 Penalty: 4357.703125
	Iteration 35Q: 3 clusters Score -854218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -854218.500000 Penalty: 4357.703125
	Iteration 36Q: 3 clusters Score -854218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -854219.687500 Penalty: 4357.703125
	Iteration 37Q: 3 clusters Score -854219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -854219.687500 Penalty: 4357.703125
	Iteration 38F: 3 clusters Score -854219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Entering Unmasked Estep 
Score: -512470.687500 Penalty: 2005.200684
	Iteration 0F: 2 clusters Score -512470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -509173.281250 Penalty: 4010.401367
	Iteration 0F: 3 clusters Score -509173.3 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -510848.718750 Penalty: 4010.401367
	Iteration 1F: 3 clusters Score -510848.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -511803.250000 Penalty: 4010.401367
	Iteration 2F: 3 clusters Score -511803.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -512474.281250 Penalty: 4010.401367
	Iteration 3F: 3 clusters Score -512474.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -513014.843750 Penalty: 4010.401367
	Iteration 4F: 3 clusters Score -513014.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -513341.125000 Penalty: 4010.401367
	Iteration 5F: 3 clusters Score -513341.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -513512.156250 Penalty: 4010.401367
	Iteration 6Q: 3 clusters Score -513512.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -513604.531250 Penalty: 4010.401367
	Iteration 7Q: 3 clusters Score -513604.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -513667.562500 Penalty: 4010.401367
	Iteration 8Q: 3 clusters Score -513667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -513698.781250 Penalty: 4010.401367
	Iteration 9Q: 3 clusters Score -513698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -513723.343750 Penalty: 4010.401367
	Iteration 10Q: 3 clusters Score -513723.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -513737.875000 Penalty: 4010.401367
	Iteration 11Q: 3 clusters Score -513737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -513747.000000 Penalty: 4010.401367
	Iteration 12Q: 3 clusters Score -513747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -513751.093750 Penalty: 4010.401367
	Iteration 13Q: 3 clusters Score -513751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -513765.000000 Penalty: 4010.401367
	Iteration 14Q: 3 clusters Score -513765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -513782.718750 Penalty: 4010.401367
	Iteration 15Q: 3 clusters Score -513782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -513810.875000 Penalty: 4010.401367
	Iteration 16Q: 3 clusters Score -513810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -513838.031250 Penalty: 4010.401367
	Iteration 17Q: 3 clusters Score -513838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -513865.843750 Penalty: 4010.401367
	Iteration 18Q: 3 clusters Score -513865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -513879.375000 Penalty: 4010.401367
	Iteration 19Q: 3 clusters Score -513879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -513885.968750 Penalty: 4010.401367
	Iteration 20F: 3 clusters Score -513886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -513892.750000 Penalty: 4010.401367
	Iteration 21Q: 3 clusters Score -513892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -513896.500000 Penalty: 4010.401367
	Iteration 22Q: 3 clusters Score -513896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -513896.718750 Penalty: 4010.401367
	Iteration 23Q: 3 clusters Score -513896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -513896.718750 Penalty: 4010.401367
	Iteration 24F: 3 clusters Score -513896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Mstep: Class 66 contains 491 members 
Entering Unmasked Estep 
Score: -134467632.000000 Penalty: 227887.359375
Splitting cluster 33 changes total score from -134464464.000000 to -134467632.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 34 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -241416.375000 Penalty: 1877.469849
	Iteration 0F: 2 clusters Score -241416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -238819.703125 Penalty: 3754.939697
	Iteration 0F: 3 clusters Score -238819.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239229.281250 Penalty: 3754.939697
	Iteration 1F: 3 clusters Score -239229.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239340.140625 Penalty: 3754.939697
	Iteration 2F: 3 clusters Score -239340.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239401.250000 Penalty: 3754.939697
	Iteration 3Q: 3 clusters Score -239401.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -239448.015625 Penalty: 3754.939697
	Iteration 4Q: 3 clusters Score -239448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239482.515625 Penalty: 3754.939697
	Iteration 5Q: 3 clusters Score -239482.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -239501.828125 Penalty: 3754.939697
	Iteration 6Q: 3 clusters Score -239501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -239516.828125 Penalty: 3754.939697
	Iteration 7Q: 3 clusters Score -239516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -239530.781250 Penalty: 3754.939697
	Iteration 8Q: 3 clusters Score -239530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -239539.765625 Penalty: 3754.939697
	Iteration 9Q: 3 clusters Score -239539.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -239550.343750 Penalty: 3754.939697
	Iteration 10Q: 3 clusters Score -239550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239559.812500 Penalty: 3754.939697
	Iteration 11Q: 3 clusters Score -239559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -239566.140625 Penalty: 3754.939697
	Iteration 12Q: 3 clusters Score -239566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239573.078125 Penalty: 3754.939697
	Iteration 13Q: 3 clusters Score -239573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239575.968750 Penalty: 3754.939697
	Iteration 14Q: 3 clusters Score -239576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239579.515625 Penalty: 3754.939697
	Iteration 15Q: 3 clusters Score -239579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239581.718750 Penalty: 3754.939697
	Iteration 16Q: 3 clusters Score -239581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239582.406250 Penalty: 3754.939697
	Iteration 17Q: 3 clusters Score -239582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239583.593750 Penalty: 3754.939697
	Iteration 18Q: 3 clusters Score -239583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239586.218750 Penalty: 3754.939697
	Iteration 19Q: 3 clusters Score -239586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239587.718750 Penalty: 3754.939697
	Iteration 20F: 3 clusters Score -239587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239589.625000 Penalty: 3754.939697
	Iteration 21Q: 3 clusters Score -239589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239590.781250 Penalty: 3754.939697
	Iteration 22Q: 3 clusters Score -239590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239590.625000 Penalty: 3754.939697
	Iteration 23Q: 3 clusters Score -239590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239590.625000 Penalty: 3754.939697
	Iteration 24F: 3 clusters Score -239590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -651949.125000 Penalty: 2129.413818
	Iteration 0F: 2 clusters Score -651949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -647229.875000 Penalty: 4258.827637
	Iteration 0F: 3 clusters Score -647229.9 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -648414.875000 Penalty: 4258.827637
	Iteration 1F: 3 clusters Score -648414.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -648706.125000 Penalty: 4258.827637
	Iteration 2F: 3 clusters Score -648706.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -648916.187500 Penalty: 4258.827637
	Iteration 3F: 3 clusters Score -648916.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -649117.250000 Penalty: 4258.827637
	Iteration 4Q: 3 clusters Score -649117.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -649359.062500 Penalty: 4258.827637
	Iteration 5Q: 3 clusters Score -649359.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -649593.000000 Penalty: 4258.827637
	Iteration 6Q: 3 clusters Score -649593 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -649820.562500 Penalty: 4258.827637
	Iteration 7Q: 3 clusters Score -649820.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -650041.562500 Penalty: 4258.827637
	Iteration 8Q: 3 clusters Score -650041.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -650231.187500 Penalty: 4258.827637
	Iteration 9Q: 3 clusters Score -650231.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -650382.750000 Penalty: 4258.827637
	Iteration 10Q: 3 clusters Score -650382.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -650499.687500 Penalty: 4258.827637
	Iteration 11Q: 3 clusters Score -650499.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -650589.375000 Penalty: 4258.827637
	Iteration 12Q: 3 clusters Score -650589.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -650665.687500 Penalty: 4258.827637
	Iteration 13Q: 3 clusters Score -650665.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -650709.625000 Penalty: 4258.827637
	Iteration 14Q: 3 clusters Score -650709.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -650731.875000 Penalty: 4258.827637
	Iteration 15Q: 3 clusters Score -650731.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -650745.875000 Penalty: 4258.827637
	Iteration 16Q: 3 clusters Score -650745.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -650756.500000 Penalty: 4258.827637
	Iteration 17Q: 3 clusters Score -650756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -650764.187500 Penalty: 4258.827637
	Iteration 18Q: 3 clusters Score -650764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -650767.562500 Penalty: 4258.827637
	Iteration 19Q: 3 clusters Score -650767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -650769.062500 Penalty: 4258.827637
	Iteration 20F: 3 clusters Score -650769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -650772.687500 Penalty: 4258.827637
	Iteration 21Q: 3 clusters Score -650772.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -650775.312500 Penalty: 4258.827637
	Iteration 22Q: 3 clusters Score -650775.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -650780.625000 Penalty: 4258.827637
	Iteration 23Q: 3 clusters Score -650780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -650782.375000 Penalty: 4258.827637
	Iteration 24Q: 3 clusters Score -650782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -650781.562500 Penalty: 4258.827637
	Iteration 25Q: 3 clusters Score -650781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -650781.375000 Penalty: 4258.827637
	Iteration 26Q: 3 clusters Score -650781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -650781.375000 Penalty: 4258.827637
	Iteration 27F: 3 clusters Score -650781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -720662.250000 Penalty: 2151.835938
	Iteration 0F: 2 clusters Score -720662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -715633.625000 Penalty: 4303.671875
	Iteration 0F: 3 clusters Score -715633.6 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -716895.812500 Penalty: 4303.671875
	Iteration 1F: 3 clusters Score -716895.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -717185.937500 Penalty: 4303.671875
	Iteration 2F: 3 clusters Score -717185.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -717437.125000 Penalty: 4303.671875
	Iteration 3F: 3 clusters Score -717437.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -717660.500000 Penalty: 4303.671875
	Iteration 4F: 3 clusters Score -717660.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -717903.687500 Penalty: 4303.671875
	Iteration 5F: 3 clusters Score -717903.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -718146.687500 Penalty: 4303.671875
	Iteration 6F: 3 clusters Score -718146.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -718351.812500 Penalty: 4303.671875
	Iteration 7Q: 3 clusters Score -718351.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -718525.687500 Penalty: 4303.671875
	Iteration 8Q: 3 clusters Score -718525.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -718658.187500 Penalty: 4303.671875
	Iteration 9Q: 3 clusters Score -718658.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -718754.750000 Penalty: 4303.671875
	Iteration 10Q: 3 clusters Score -718754.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -718815.875000 Penalty: 4303.671875
	Iteration 11Q: 3 clusters Score -718815.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -718861.312500 Penalty: 4303.671875
	Iteration 12Q: 3 clusters Score -718861.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -718887.500000 Penalty: 4303.671875
	Iteration 13Q: 3 clusters Score -718887.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -718903.937500 Penalty: 4303.671875
	Iteration 14Q: 3 clusters Score -718903.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -718919.812500 Penalty: 4303.671875
	Iteration 15Q: 3 clusters Score -718919.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -718934.500000 Penalty: 4303.671875
	Iteration 16Q: 3 clusters Score -718934.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -718945.062500 Penalty: 4303.671875
	Iteration 17Q: 3 clusters Score -718945.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -718956.000000 Penalty: 4303.671875
	Iteration 18Q: 3 clusters Score -718956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -718963.062500 Penalty: 4303.671875
	Iteration 19Q: 3 clusters Score -718963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -718965.187500 Penalty: 4303.671875
	Iteration 20F: 3 clusters Score -718965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -718970.875000 Penalty: 4303.671875
	Iteration 21Q: 3 clusters Score -718970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -718973.187500 Penalty: 4303.671875
	Iteration 22Q: 3 clusters Score -718973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -718977.000000 Penalty: 4303.671875
	Iteration 23Q: 3 clusters Score -718977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -718979.187500 Penalty: 4303.671875
	Iteration 24Q: 3 clusters Score -718979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -718983.375000 Penalty: 4303.671875
	Iteration 25Q: 3 clusters Score -718983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -718984.625000 Penalty: 4303.671875
	Iteration 26Q: 3 clusters Score -718984.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -718985.437500 Penalty: 4303.671875
	Iteration 27Q: 3 clusters Score -718985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -718986.625000 Penalty: 4303.671875
	Iteration 28Q: 3 clusters Score -718986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -718986.312500 Penalty: 4303.671875
	Iteration 29Q: 3 clusters Score -718986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -718987.625000 Penalty: 4303.671875
	Iteration 30Q: 3 clusters Score -718987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -718987.625000 Penalty: 4303.671875
	Iteration 31F: 3 clusters Score -718987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -444101.062500 Penalty: 2028.997192
	Iteration 0F: 2 clusters Score -444101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -440455.750000 Penalty: 4057.994385
	Iteration 0F: 3 clusters Score -440455.8 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -441199.375000 Penalty: 4057.994385
	Iteration 1F: 3 clusters Score -441199.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -441389.843750 Penalty: 4057.994385
	Iteration 2F: 3 clusters Score -441389.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -441512.093750 Penalty: 4057.994385
	Iteration 3F: 3 clusters Score -441512.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -441599.000000 Penalty: 4057.994385
	Iteration 4Q: 3 clusters Score -441599 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -441659.156250 Penalty: 4057.994385
	Iteration 5Q: 3 clusters Score -441659.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -441711.468750 Penalty: 4057.994385
	Iteration 6Q: 3 clusters Score -441711.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -441747.875000 Penalty: 4057.994385
	Iteration 7Q: 3 clusters Score -441747.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -441779.750000 Penalty: 4057.994385
	Iteration 8Q: 3 clusters Score -441779.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -441813.875000 Penalty: 4057.994385
	Iteration 9Q: 3 clusters Score -441813.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -441848.843750 Penalty: 4057.994385
	Iteration 10Q: 3 clusters Score -441848.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -441883.562500 Penalty: 4057.994385
	Iteration 11Q: 3 clusters Score -441883.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -441912.062500 Penalty: 4057.994385
	Iteration 12Q: 3 clusters Score -441912.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -441931.531250 Penalty: 4057.994385
	Iteration 13Q: 3 clusters Score -441931.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -441957.656250 Penalty: 4057.994385
	Iteration 14Q: 3 clusters Score -441957.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -441976.437500 Penalty: 4057.994385
	Iteration 15Q: 3 clusters Score -441976.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -442000.375000 Penalty: 4057.994385
	Iteration 16Q: 3 clusters Score -442000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -442023.687500 Penalty: 4057.994385
	Iteration 17Q: 3 clusters Score -442023.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -442047.718750 Penalty: 4057.994385
	Iteration 18Q: 3 clusters Score -442047.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -442069.906250 Penalty: 4057.994385
	Iteration 19Q: 3 clusters Score -442069.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -442085.281250 Penalty: 4057.994385
	Iteration 20F: 3 clusters Score -442085.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -442107.312500 Penalty: 4057.994385
	Iteration 21Q: 3 clusters Score -442107.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -442129.562500 Penalty: 4057.994385
	Iteration 22Q: 3 clusters Score -442129.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -442152.218750 Penalty: 4057.994385
	Iteration 23Q: 3 clusters Score -442152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -442164.062500 Penalty: 4057.994385
	Iteration 24Q: 3 clusters Score -442164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -442173.906250 Penalty: 4057.994385
	Iteration 25Q: 3 clusters Score -442173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -442185.625000 Penalty: 4057.994385
	Iteration 26Q: 3 clusters Score -442185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -442198.718750 Penalty: 4057.994385
	Iteration 27Q: 3 clusters Score -442198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -442214.593750 Penalty: 4057.994385
	Iteration 28Q: 3 clusters Score -442214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -442224.218750 Penalty: 4057.994385
	Iteration 29Q: 3 clusters Score -442224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -442230.375000 Penalty: 4057.994385
	Iteration 30Q: 3 clusters Score -442230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -442235.500000 Penalty: 4057.994385
	Iteration 31Q: 3 clusters Score -442235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -442242.968750 Penalty: 4057.994385
	Iteration 32Q: 3 clusters Score -442243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -442250.093750 Penalty: 4057.994385
	Iteration 33Q: 3 clusters Score -442250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -442259.187500 Penalty: 4057.994385
	Iteration 34Q: 3 clusters Score -442259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -442262.093750 Penalty: 4057.994385
	Iteration 35Q: 3 clusters Score -442262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -442266.406250 Penalty: 4057.994385
	Iteration 36Q: 3 clusters Score -442266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -442268.437500 Penalty: 4057.994385
	Iteration 37Q: 3 clusters Score -442268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -442267.687500 Penalty: 4057.994385
	Iteration 38Q: 3 clusters Score -442267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -442267.687500 Penalty: 4057.994385
	Iteration 39F: 3 clusters Score -442267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (37218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Entering Unmasked Estep 
Score: -4705986.500000 Penalty: 2610.087891
	Iteration 0F: 2 clusters Score -4705986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4680798.500000 Penalty: 5220.175781
	Iteration 0F: 3 clusters Score -4680798 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4689841.500000 Penalty: 5220.175781
	Iteration 1F: 3 clusters Score -4689842 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4690243.000000 Penalty: 5220.175781
	Iteration 2Q: 3 clusters Score -4690243 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4690587.500000 Penalty: 5220.175781
	Iteration 3Q: 3 clusters Score -4690588 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4690867.000000 Penalty: 5220.175781
	Iteration 4Q: 3 clusters Score -4690867 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4691103.500000 Penalty: 5220.175781
	Iteration 5Q: 3 clusters Score -4691104 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4691383.000000 Penalty: 5220.175781
	Iteration 6Q: 3 clusters Score -4691383 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4691733.500000 Penalty: 5220.175781
	Iteration 7Q: 3 clusters Score -4691734 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4692175.500000 Penalty: 5220.175781
	Iteration 8Q: 3 clusters Score -4692176 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4692951.000000 Penalty: 5220.175781
	Iteration 9Q: 3 clusters Score -4692951 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4694149.500000 Penalty: 5220.175781
	Iteration 10F: 3 clusters Score -4694150 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4695933.500000 Penalty: 5220.175781
	Iteration 11F: 3 clusters Score -4695934 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4698212.500000 Penalty: 5220.175781
	Iteration 12F: 3 clusters Score -4698212 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4700292.000000 Penalty: 5220.175781
	Iteration 13F: 3 clusters Score -4700292 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4701888.500000 Penalty: 5220.175781
	Iteration 14Q: 3 clusters Score -4701888 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4702762.000000 Penalty: 5220.175781
	Iteration 15Q: 3 clusters Score -4702762 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4703228.500000 Penalty: 5220.175781
	Iteration 16Q: 3 clusters Score -4703228 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4703424.000000 Penalty: 5220.175781
	Iteration 17Q: 3 clusters Score -4703424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4703515.000000 Penalty: 5220.175781
	Iteration 18Q: 3 clusters Score -4703515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4703567.500000 Penalty: 5220.175781
	Iteration 19Q: 3 clusters Score -4703568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4703621.000000 Penalty: 5220.175781
	Iteration 20F: 3 clusters Score -4703621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4703655.500000 Penalty: 5220.175781
	Iteration 21Q: 3 clusters Score -4703656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4703669.000000 Penalty: 5220.175781
	Iteration 22Q: 3 clusters Score -4703669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4703683.500000 Penalty: 5220.175781
	Iteration 23Q: 3 clusters Score -4703684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4703689.000000 Penalty: 5220.175781
	Iteration 24Q: 3 clusters Score -4703689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4703690.500000 Penalty: 5220.175781
	Iteration 25Q: 3 clusters Score -4703690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4703698.500000 Penalty: 5220.175781
	Iteration 26Q: 3 clusters Score -4703698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4703707.000000 Penalty: 5220.175781
	Iteration 27Q: 3 clusters Score -4703707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4703708.000000 Penalty: 5220.175781
	Iteration 28Q: 3 clusters Score -4703708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4703708.500000 Penalty: 5220.175781
	Iteration 29Q: 3 clusters Score -4703708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4703713.000000 Penalty: 5220.175781
	Iteration 30Q: 3 clusters Score -4703713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4703714.500000 Penalty: 5220.175781
	Iteration 31Q: 3 clusters Score -4703714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4703721.000000 Penalty: 5220.175781
	Iteration 32Q: 3 clusters Score -4703721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4703720.000000 Penalty: 5220.175781
	Iteration 33Q: 3 clusters Score -4703720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4703720.000000 Penalty: 5220.175781
	Iteration 34F: 3 clusters Score -4703720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -541622.000000 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -541622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -537447.687500 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -537447.7 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -538574.437500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -538574.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -538937.250000 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -538937.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -539245.437500 Penalty: 4171.055176
	Iteration 3F: 3 clusters Score -539245.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -539501.000000 Penalty: 4171.055176
	Iteration 4F: 3 clusters Score -539501 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -539676.062500 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -539676.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -539840.687500 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -539840.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -540006.125000 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -540006.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -540148.375000 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -540148.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -540267.187500 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -540267.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -540366.250000 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -540366.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -540468.312500 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -540468.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -540563.875000 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -540563.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -540650.375000 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -540650.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -540723.750000 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -540723.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -540773.750000 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -540773.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -540812.250000 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -540812.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -540846.687500 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -540846.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -540874.625000 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -540874.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -540893.687500 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -540893.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -540911.375000 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -540911.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -540921.437500 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -540921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -540928.437500 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -540928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -540931.312500 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -540931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -540932.500000 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -540932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -540935.750000 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -540935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -540936.812500 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -540936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -540936.812500 Penalty: 4171.055176
	Iteration 27F: 3 clusters Score -540936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -71676.648438 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -71676.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70239.289062 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -70239.29 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71550.585938 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -71550.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73183.867188 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -73183.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75277.984375 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -75277.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76458.492188 Penalty: 3265.371094
	Iteration 4F: 3 clusters Score -76458.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76768.054688 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -76768.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76867.812500 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -76867.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76897.523438 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -76897.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76901.500000 Penalty: 3265.371094
	Iteration 8F: 3 clusters Score -76901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77000.265625 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -77000.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77039.109375 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -77039.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77077.125000 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -77077.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77084.234375 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -77084.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77088.945312 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -77088.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77088.945312 Penalty: 3265.371094
	Iteration 14F: 3 clusters Score -77088.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Mstep: Class 66 contains 491 members 
Mstep: Class 67 contains 356 members 
Entering Unmasked Estep 
Score: -134471440.000000 Penalty: 231340.203125
Splitting cluster 40 changes total score from -134464464.000000 to -134471440.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 41 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -870773.125000 Penalty: 2195.248047
	Iteration 0F: 2 clusters Score -870773.1 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 3495 members 
Entering Unmasked Estep 
Score: -865030.937500 Penalty: 4390.496094
	Iteration 0F: 3 clusters Score -865030.9 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -866583.625000 Penalty: 4390.496094
	Iteration 1F: 3 clusters Score -866583.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -866851.312500 Penalty: 4390.496094
	Iteration 2F: 3 clusters Score -866851.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -867008.562500 Penalty: 4390.496094
	Iteration 3F: 3 clusters Score -867008.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -867113.937500 Penalty: 4390.496094
	Iteration 4Q: 3 clusters Score -867113.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -867189.812500 Penalty: 4390.496094
	Iteration 5Q: 3 clusters Score -867189.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -867261.437500 Penalty: 4390.496094
	Iteration 6Q: 3 clusters Score -867261.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -867345.062500 Penalty: 4390.496094
	Iteration 7Q: 3 clusters Score -867345.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -867436.375000 Penalty: 4390.496094
	Iteration 8Q: 3 clusters Score -867436.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -867527.500000 Penalty: 4390.496094
	Iteration 9Q: 3 clusters Score -867527.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -867638.500000 Penalty: 4390.496094
	Iteration 10Q: 3 clusters Score -867638.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -867756.062500 Penalty: 4390.496094
	Iteration 11Q: 3 clusters Score -867756.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -867856.937500 Penalty: 4390.496094
	Iteration 12Q: 3 clusters Score -867856.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -867942.250000 Penalty: 4390.496094
	Iteration 13Q: 3 clusters Score -867942.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -868031.500000 Penalty: 4390.496094
	Iteration 14Q: 3 clusters Score -868031.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -868116.562500 Penalty: 4390.496094
	Iteration 15Q: 3 clusters Score -868116.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -868214.625000 Penalty: 4390.496094
	Iteration 16Q: 3 clusters Score -868214.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -868336.250000 Penalty: 4390.496094
	Iteration 17Q: 3 clusters Score -868336.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -868500.375000 Penalty: 4390.496094
	Iteration 18Q: 3 clusters Score -868500.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -868700.000000 Penalty: 4390.496094
	Iteration 19Q: 3 clusters Score -868700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -868922.500000 Penalty: 4390.496094
	Iteration 20F: 3 clusters Score -868922.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -869150.250000 Penalty: 4390.496094
	Iteration 21Q: 3 clusters Score -869150.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -869385.312500 Penalty: 4390.496094
	Iteration 22Q: 3 clusters Score -869385.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -869558.000000 Penalty: 4390.496094
	Iteration 23Q: 3 clusters Score -869558 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -869656.250000 Penalty: 4390.496094
	Iteration 24Q: 3 clusters Score -869656.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -869727.687500 Penalty: 4390.496094
	Iteration 25Q: 3 clusters Score -869727.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -869767.562500 Penalty: 4390.496094
	Iteration 26Q: 3 clusters Score -869767.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -869797.812500 Penalty: 4390.496094
	Iteration 27Q: 3 clusters Score -869797.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -869823.187500 Penalty: 4390.496094
	Iteration 28Q: 3 clusters Score -869823.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -869848.312500 Penalty: 4390.496094
	Iteration 29Q: 3 clusters Score -869848.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -869869.187500 Penalty: 4390.496094
	Iteration 30Q: 3 clusters Score -869869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -869882.687500 Penalty: 4390.496094
	Iteration 31Q: 3 clusters Score -869882.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -869890.062500 Penalty: 4390.496094
	Iteration 32Q: 3 clusters Score -869890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -869892.312500 Penalty: 4390.496094
	Iteration 33Q: 3 clusters Score -869892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -869894.937500 Penalty: 4390.496094
	Iteration 34Q: 3 clusters Score -869894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -869896.937500 Penalty: 4390.496094
	Iteration 35Q: 3 clusters Score -869896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -869901.062500 Penalty: 4390.496094
	Iteration 36Q: 3 clusters Score -869901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -869902.875000 Penalty: 4390.496094
	Iteration 37Q: 3 clusters Score -869902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -869902.875000 Penalty: 4390.496094
	Iteration 38Q: 3 clusters Score -869902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -869903.750000 Penalty: 4390.496094
	Iteration 39Q: 3 clusters Score -869903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -869905.812500 Penalty: 4390.496094
	Iteration 40F: 3 clusters Score -869905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -869905.687500 Penalty: 4390.496094
	Iteration 41Q: 3 clusters Score -869905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -869906.812500 Penalty: 4390.496094
	Iteration 42Q: 3 clusters Score -869906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -869908.625000 Penalty: 4390.496094
	Iteration 43Q: 3 clusters Score -869908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -869910.062500 Penalty: 4390.496094
	Iteration 44Q: 3 clusters Score -869910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -869912.562500 Penalty: 4390.496094
	Iteration 45Q: 3 clusters Score -869912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -869912.937500 Penalty: 4390.496094
	Iteration 46Q: 3 clusters Score -869912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -869917.062500 Penalty: 4390.496094
	Iteration 47Q: 3 clusters Score -869917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -869915.125000 Penalty: 4390.496094
	Iteration 48Q: 3 clusters Score -869915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -869917.812500 Penalty: 4390.496094
	Iteration 49Q: 3 clusters Score -869917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -869917.562500 Penalty: 4390.496094
	Iteration 50Q: 3 clusters Score -869917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -869917.187500 Penalty: 4390.496094
	Iteration 51Q: 3 clusters Score -869917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -869917.187500 Penalty: 4390.496094
	Iteration 52F: 3 clusters Score -869917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -327706.281250 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -327706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -324607.093750 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -324607.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -325197.937500 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -325197.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -325363.781250 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -325363.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325465.093750 Penalty: 3914.100098
	Iteration 3F: 3 clusters Score -325465.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -325541.093750 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -325541.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -325602.562500 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -325602.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325653.781250 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -325653.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -325705.781250 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -325705.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -325754.031250 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -325754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -325815.187500 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -325815.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -325879.125000 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -325879.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -325968.968750 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -325969 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -326081.125000 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -326081.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -326196.000000 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -326196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -326289.000000 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -326289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -326344.218750 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -326344.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326379.750000 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -326379.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -326408.750000 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -326408.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -326430.312500 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -326430.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -326451.500000 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -326451.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -326466.156250 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -326466.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -326478.531250 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -326478.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -326491.968750 Penalty: 3914.100098
	Iteration 22Q: 3 clusters Score -326492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -326504.312500 Penalty: 3914.100098
	Iteration 23Q: 3 clusters Score -326504.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326523.281250 Penalty: 3914.100098
	Iteration 24Q: 3 clusters Score -326523.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -326536.312500 Penalty: 3914.100098
	Iteration 25Q: 3 clusters Score -326536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -326551.875000 Penalty: 3914.100098
	Iteration 26Q: 3 clusters Score -326551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -326563.250000 Penalty: 3914.100098
	Iteration 27Q: 3 clusters Score -326563.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -326580.656250 Penalty: 3914.100098
	Iteration 28Q: 3 clusters Score -326580.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326593.156250 Penalty: 3914.100098
	Iteration 29Q: 3 clusters Score -326593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -326606.906250 Penalty: 3914.100098
	Iteration 30Q: 3 clusters Score -326606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -326626.531250 Penalty: 3914.100098
	Iteration 31Q: 3 clusters Score -326626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -326643.281250 Penalty: 3914.100098
	Iteration 32Q: 3 clusters Score -326643.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -326657.531250 Penalty: 3914.100098
	Iteration 33Q: 3 clusters Score -326657.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -326667.000000 Penalty: 3914.100098
	Iteration 34Q: 3 clusters Score -326667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -326674.781250 Penalty: 3914.100098
	Iteration 35Q: 3 clusters Score -326674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -326677.562500 Penalty: 3914.100098
	Iteration 36Q: 3 clusters Score -326677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -326678.531250 Penalty: 3914.100098
	Iteration 37Q: 3 clusters Score -326678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -326679.125000 Penalty: 3914.100098
	Iteration 38Q: 3 clusters Score -326679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -326680.250000 Penalty: 3914.100098
	Iteration 39Q: 3 clusters Score -326680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -326680.250000 Penalty: 3914.100098
	Iteration 40F: 3 clusters Score -326680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -332224.468750 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -332224.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -329134.250000 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -329134.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -329792.843750 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -329792.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330051.875000 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -330051.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -330305.593750 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -330305.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330524.531250 Penalty: 3930.519287
	Iteration 4F: 3 clusters Score -330524.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -330760.656250 Penalty: 3930.519287
	Iteration 5F: 3 clusters Score -330760.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330979.125000 Penalty: 3930.519287
	Iteration 6F: 3 clusters Score -330979.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -331130.843750 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -331130.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -331221.625000 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -331221.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -331282.218750 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -331282.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -331326.125000 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -331326.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -331354.656250 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -331354.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -331381.500000 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -331381.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -331405.406250 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -331405.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -331418.125000 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -331418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331424.343750 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -331424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -331431.843750 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -331431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -331437.687500 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -331437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -331441.718750 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -331441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -331444.875000 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -331444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -331445.625000 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -331445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -331446.343750 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -331446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -331447.468750 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -331447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -331447.468750 Penalty: 3930.519287
	Iteration 23F: 3 clusters Score -331447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -538808.812500 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -538808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -534650.625000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -534650.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -535670.125000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -535670.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -535926.312500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -535926.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -536150.625000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -536150.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -536420.750000 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -536420.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -536685.437500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -536685.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -536923.500000 Penalty: 4167.729004
	Iteration 6F: 3 clusters Score -536923.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -537113.687500 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -537113.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -537304.437500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -537304.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -537424.812500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -537424.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -537501.937500 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -537501.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -537564.437500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -537564.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -537629.500000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -537629.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -537702.625000 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -537702.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -537805.375000 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -537805.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -537927.500000 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -537927.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -538015.187500 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -538015.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -538052.812500 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -538052.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -538075.625000 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -538075.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -538092.562500 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -538092.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -538098.312500 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -538098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -538100.000000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -538100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -538101.812500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -538101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -538102.750000 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -538102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -538104.312500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -538104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -538105.562500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -538105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -538105.625000 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -538105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -538105.500000 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -538105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -538105.500000 Penalty: 4167.729004
	Iteration 28F: 3 clusters Score -538105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Entering Unmasked Estep 
Score: -513168.437500 Penalty: 2073.935303
	Iteration 0F: 2 clusters Score -513168.4 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 2172 members 
Entering Unmasked Estep 
Score: -509134.093750 Penalty: 4147.870605
	Iteration 0F: 3 clusters Score -509134.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -510065.531250 Penalty: 4147.870605
	Iteration 1F: 3 clusters Score -510065.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -510314.875000 Penalty: 4147.870605
	Iteration 2F: 3 clusters Score -510314.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -510454.187500 Penalty: 4147.870605
	Iteration 3F: 3 clusters Score -510454.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -510545.218750 Penalty: 4147.870605
	Iteration 4Q: 3 clusters Score -510545.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -510612.406250 Penalty: 4147.870605
	Iteration 5Q: 3 clusters Score -510612.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -510688.906250 Penalty: 4147.870605
	Iteration 6Q: 3 clusters Score -510688.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -510766.312500 Penalty: 4147.870605
	Iteration 7Q: 3 clusters Score -510766.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -510830.531250 Penalty: 4147.870605
	Iteration 8Q: 3 clusters Score -510830.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -510899.375000 Penalty: 4147.870605
	Iteration 9Q: 3 clusters Score -510899.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -510981.031250 Penalty: 4147.870605
	Iteration 10Q: 3 clusters Score -510981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -511053.718750 Penalty: 4147.870605
	Iteration 11Q: 3 clusters Score -511053.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -511132.187500 Penalty: 4147.870605
	Iteration 12Q: 3 clusters Score -511132.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -511191.906250 Penalty: 4147.870605
	Iteration 13Q: 3 clusters Score -511191.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -511231.000000 Penalty: 4147.870605
	Iteration 14Q: 3 clusters Score -511231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -511249.656250 Penalty: 4147.870605
	Iteration 15Q: 3 clusters Score -511249.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -511273.250000 Penalty: 4147.870605
	Iteration 16Q: 3 clusters Score -511273.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -511294.656250 Penalty: 4147.870605
	Iteration 17Q: 3 clusters Score -511294.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -511311.093750 Penalty: 4147.870605
	Iteration 18Q: 3 clusters Score -511311.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -511326.812500 Penalty: 4147.870605
	Iteration 19Q: 3 clusters Score -511326.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -511340.531250 Penalty: 4147.870605
	Iteration 20F: 3 clusters Score -511340.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -511353.468750 Penalty: 4147.870605
	Iteration 21Q: 3 clusters Score -511353.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -511363.625000 Penalty: 4147.870605
	Iteration 22Q: 3 clusters Score -511363.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -511369.500000 Penalty: 4147.870605
	Iteration 23Q: 3 clusters Score -511369.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -511376.093750 Penalty: 4147.870605
	Iteration 24Q: 3 clusters Score -511376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -511381.218750 Penalty: 4147.870605
	Iteration 25Q: 3 clusters Score -511381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -511388.875000 Penalty: 4147.870605
	Iteration 26Q: 3 clusters Score -511388.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -511397.062500 Penalty: 4147.870605
	Iteration 27Q: 3 clusters Score -511397.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -511406.625000 Penalty: 4147.870605
	Iteration 28Q: 3 clusters Score -511406.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -511413.187500 Penalty: 4147.870605
	Iteration 29Q: 3 clusters Score -511413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -511420.593750 Penalty: 4147.870605
	Iteration 30Q: 3 clusters Score -511420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -511425.750000 Penalty: 4147.870605
	Iteration 31Q: 3 clusters Score -511425.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -511431.750000 Penalty: 4147.870605
	Iteration 32Q: 3 clusters Score -511431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -511439.218750 Penalty: 4147.870605
	Iteration 33Q: 3 clusters Score -511439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -511444.906250 Penalty: 4147.870605
	Iteration 34Q: 3 clusters Score -511444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -511447.906250 Penalty: 4147.870605
	Iteration 35Q: 3 clusters Score -511447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -511450.343750 Penalty: 4147.870605
	Iteration 36Q: 3 clusters Score -511450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -511451.718750 Penalty: 4147.870605
	Iteration 37Q: 3 clusters Score -511451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -511452.062500 Penalty: 4147.870605
	Iteration 38Q: 3 clusters Score -511452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -511452.062500 Penalty: 4147.870605
	Iteration 39F: 3 clusters Score -511452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -1019142.812500 Penalty: 2234.554932
	Iteration 0F: 2 clusters Score -1019143 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 4094 members 
Entering Unmasked Estep 
Score: -1012642.562500 Penalty: 4469.109863
	Iteration 0F: 3 clusters Score -1012643 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1014428.625000 Penalty: 4469.109863
	Iteration 1F: 3 clusters Score -1014429 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1014695.687500 Penalty: 4469.109863
	Iteration 2F: 3 clusters Score -1014696 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1014922.187500 Penalty: 4469.109863
	Iteration 3F: 3 clusters Score -1014922 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1015132.750000 Penalty: 4469.109863
	Iteration 4Q: 3 clusters Score -1015133 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1015342.187500 Penalty: 4469.109863
	Iteration 5Q: 3 clusters Score -1015342 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1015542.500000 Penalty: 4469.109863
	Iteration 6Q: 3 clusters Score -1015542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1015744.187500 Penalty: 4469.109863
	Iteration 7Q: 3 clusters Score -1015744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1015909.312500 Penalty: 4469.109863
	Iteration 8Q: 3 clusters Score -1015909 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1016057.625000 Penalty: 4469.109863
	Iteration 9Q: 3 clusters Score -1016058 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1016203.562500 Penalty: 4469.109863
	Iteration 10Q: 3 clusters Score -1016204 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1016328.812500 Penalty: 4469.109863
	Iteration 11Q: 3 clusters Score -1016329 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1016446.125000 Penalty: 4469.109863
	Iteration 12Q: 3 clusters Score -1016446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1016569.625000 Penalty: 4469.109863
	Iteration 13Q: 3 clusters Score -1016570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1016674.625000 Penalty: 4469.109863
	Iteration 14Q: 3 clusters Score -1016675 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1016776.312500 Penalty: 4469.109863
	Iteration 15Q: 3 clusters Score -1016776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1016879.812500 Penalty: 4469.109863
	Iteration 16Q: 3 clusters Score -1016880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1016979.625000 Penalty: 4469.109863
	Iteration 17Q: 3 clusters Score -1016980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1017063.687500 Penalty: 4469.109863
	Iteration 18Q: 3 clusters Score -1017064 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1017148.437500 Penalty: 4469.109863
	Iteration 19Q: 3 clusters Score -1017148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1017222.562500 Penalty: 4469.109863
	Iteration 20F: 3 clusters Score -1017223 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1017277.750000 Penalty: 4469.109863
	Iteration 21Q: 3 clusters Score -1017278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1017324.687500 Penalty: 4469.109863
	Iteration 22Q: 3 clusters Score -1017325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1017370.625000 Penalty: 4469.109863
	Iteration 23Q: 3 clusters Score -1017371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1017410.875000 Penalty: 4469.109863
	Iteration 24Q: 3 clusters Score -1017411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1017444.562500 Penalty: 4469.109863
	Iteration 25Q: 3 clusters Score -1017445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1017481.125000 Penalty: 4469.109863
	Iteration 26Q: 3 clusters Score -1017481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1017525.187500 Penalty: 4469.109863
	Iteration 27Q: 3 clusters Score -1017525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1017563.625000 Penalty: 4469.109863
	Iteration 28Q: 3 clusters Score -1017564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1017603.000000 Penalty: 4469.109863
	Iteration 29Q: 3 clusters Score -1017603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1017640.812500 Penalty: 4469.109863
	Iteration 30Q: 3 clusters Score -1017641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1017673.687500 Penalty: 4469.109863
	Iteration 31Q: 3 clusters Score -1017674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1017702.750000 Penalty: 4469.109863
	Iteration 32Q: 3 clusters Score -1017703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1017720.250000 Penalty: 4469.109863
	Iteration 33Q: 3 clusters Score -1017720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1017736.000000 Penalty: 4469.109863
	Iteration 34Q: 3 clusters Score -1017736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1017745.937500 Penalty: 4469.109863
	Iteration 35Q: 3 clusters Score -1017746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1017758.125000 Penalty: 4469.109863
	Iteration 36Q: 3 clusters Score -1017758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1017765.937500 Penalty: 4469.109863
	Iteration 37Q: 3 clusters Score -1017766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1017773.000000 Penalty: 4469.109863
	Iteration 38Q: 3 clusters Score -1017773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1017781.812500 Penalty: 4469.109863
	Iteration 39Q: 3 clusters Score -1017782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1017787.312500 Penalty: 4469.109863
	Iteration 40F: 3 clusters Score -1017787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1017797.187500 Penalty: 4469.109863
	Iteration 41Q: 3 clusters Score -1017797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1017811.750000 Penalty: 4469.109863
	Iteration 42Q: 3 clusters Score -1017812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1017826.250000 Penalty: 4469.109863
	Iteration 43Q: 3 clusters Score -1017826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1017836.937500 Penalty: 4469.109863
	Iteration 44Q: 3 clusters Score -1017837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1017853.562500 Penalty: 4469.109863
	Iteration 45Q: 3 clusters Score -1017854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1017859.687500 Penalty: 4469.109863
	Iteration 46Q: 3 clusters Score -1017860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1017870.062500 Penalty: 4469.109863
	Iteration 47Q: 3 clusters Score -1017870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1017872.250000 Penalty: 4469.109863
	Iteration 48Q: 3 clusters Score -1017872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1017876.437500 Penalty: 4469.109863
	Iteration 49Q: 3 clusters Score -1017876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1017882.000000 Penalty: 4469.109863
	Iteration 50Q: 3 clusters Score -1017882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1017886.375000 Penalty: 4469.109863
	Iteration 51Q: 3 clusters Score -1017886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1017891.125000 Penalty: 4469.109863
	Iteration 52Q: 3 clusters Score -1017891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1017896.187500 Penalty: 4469.109863
	Iteration 53Q: 3 clusters Score -1017896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1017896.125000 Penalty: 4469.109863
	Iteration 54Q: 3 clusters Score -1017896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1017901.250000 Penalty: 4469.109863
	Iteration 55Q: 3 clusters Score -1017901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1017899.437500 Penalty: 4469.109863
	Iteration 56Q: 3 clusters Score -1017899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1017904.125000 Penalty: 4469.109863
	Iteration 57Q: 3 clusters Score -1017904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1017905.375000 Penalty: 4469.109863
	Iteration 58Q: 3 clusters Score -1017905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1017903.937500 Penalty: 4469.109863
	Iteration 59Q: 3 clusters Score -1017904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1017903.875000 Penalty: 4469.109863
	Iteration 60F: 3 clusters Score -1017904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1017905.812500 Penalty: 4469.109863
	Iteration 61Q: 3 clusters Score -1017906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1017907.312500 Penalty: 4469.109863
	Iteration 62Q: 3 clusters Score -1017907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1017907.437500 Penalty: 4469.109863
	Iteration 63Q: 3 clusters Score -1017907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1017905.937500 Penalty: 4469.109863
	Iteration 64Q: 3 clusters Score -1017906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1017905.875000 Penalty: 4469.109863
	Iteration 65Q: 3 clusters Score -1017906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1017906.687500 Penalty: 4469.109863
	Iteration 66Q: 3 clusters Score -1017907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1017906.437500 Penalty: 4469.109863
	Iteration 67Q: 3 clusters Score -1017906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1017908.750000 Penalty: 4469.109863
	Iteration 68Q: 3 clusters Score -1017909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1017909.625000 Penalty: 4469.109863
	Iteration 69Q: 3 clusters Score -1017910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1017911.250000 Penalty: 4469.109863
	Iteration 70Q: 3 clusters Score -1017911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1017910.687500 Penalty: 4469.109863
	Iteration 71Q: 3 clusters Score -1017911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1017912.312500 Penalty: 4469.109863
	Iteration 72Q: 3 clusters Score -1017912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1017912.187500 Penalty: 4469.109863
	Iteration 73Q: 3 clusters Score -1017912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1017913.437500 Penalty: 4469.109863
	Iteration 74Q: 3 clusters Score -1017913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1017913.687500 Penalty: 4469.109863
	Iteration 75Q: 3 clusters Score -1017914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1017913.687500 Penalty: 4469.109863
	Iteration 76F: 3 clusters Score -1017914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -423652.937500 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -423652.9 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 1316 members 
Entering Unmasked Estep 
Score: -420763.718750 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -420763.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -422326.125000 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -422326.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -423545.031250 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -423545 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -424390.906250 Penalty: 3905.493408
	Iteration 3F: 3 clusters Score -424390.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -425129.250000 Penalty: 3905.493408
	Iteration 4F: 3 clusters Score -425129.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -425524.468750 Penalty: 3905.493408
	Iteration 5F: 3 clusters Score -425524.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -425654.937500 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -425654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -425691.937500 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -425691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -425697.906250 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -425697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -425717.281250 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -425717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -425708.937500 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -425708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -425717.500000 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -425717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -425722.125000 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -425722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -425722.687500 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -425722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -425730.218750 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -425730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -425720.218750 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -425720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -425731.406250 Penalty: 3905.493408
	Iteration 16Q: 3 clusters Score -425731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -425729.343750 Penalty: 3905.493408
	Iteration 17Q: 3 clusters Score -425729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -425730.281250 Penalty: 3905.493408
	Iteration 18Q: 3 clusters Score -425730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -425723.875000 Penalty: 3905.493408
	Iteration 19Q: 3 clusters Score -425723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -425723.875000 Penalty: 3905.493408
	Iteration 20F: 3 clusters Score -425723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 11405 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Mstep: Class 66 contains 491 members 
Mstep: Class 67 contains 356 members 
Mstep: Class 68 contains 1985 members 
Entering Unmasked Estep 
Score: -134472000.000000 Penalty: 234793.031250
Splitting cluster 47 changes total score from -134464464.000000 to -134472000.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 48 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -588845.625000 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -588845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -584276.312500 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -584276.3 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -585650.312500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -585650.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -586267.062500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -586267.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -586754.687500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -586754.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -587049.875000 Penalty: 4246.550293
	Iteration 4F: 3 clusters Score -587049.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587276.312500 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -587276.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -587447.187500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -587447.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -587574.312500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -587574.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -587679.500000 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -587679.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -587770.500000 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -587770.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -587829.312500 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -587829.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -587871.250000 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -587871.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -587906.500000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -587906.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -587930.750000 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -587930.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -587954.750000 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -587954.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -587973.187500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -587973.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -587984.562500 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -587984.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -587993.562500 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -587993.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -588005.062500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -588005.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -588021.062500 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -588021.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -588043.250000 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -588043.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -588060.437500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -588060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -588069.000000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -588069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -588078.875000 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -588078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -588085.562500 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -588085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -588093.375000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -588093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -588102.437500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -588102.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -588108.937500 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -588108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -588116.375000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -588116.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -588124.062500 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -588124.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -588135.125000 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -588135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -588142.500000 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -588142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -588146.750000 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -588146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -588154.562500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -588154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -588164.437500 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -588164.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -588176.375000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -588176.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -588183.312500 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -588183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -588185.187500 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -588185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -588186.875000 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -588186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -588192.937500 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -588192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -588205.875000 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -588205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -588217.687500 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -588217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -588227.937500 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -588227.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -588241.687500 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -588241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -588255.000000 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -588255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -588263.125000 Penalty: 4246.550293
	Iteration 45Q: 3 clusters Score -588263.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -588269.687500 Penalty: 4246.550293
	Iteration 46Q: 3 clusters Score -588269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -588273.812500 Penalty: 4246.550293
	Iteration 47Q: 3 clusters Score -588273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -588279.875000 Penalty: 4246.550293
	Iteration 48Q: 3 clusters Score -588279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -588289.000000 Penalty: 4246.550293
	Iteration 49Q: 3 clusters Score -588289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588303.437500 Penalty: 4246.550293
	Iteration 50Q: 3 clusters Score -588303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -588324.125000 Penalty: 4246.550293
	Iteration 51Q: 3 clusters Score -588324.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -588358.625000 Penalty: 4246.550293
	Iteration 52Q: 3 clusters Score -588358.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -588378.500000 Penalty: 4246.550293
	Iteration 53Q: 3 clusters Score -588378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -588391.875000 Penalty: 4246.550293
	Iteration 54Q: 3 clusters Score -588391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -588403.937500 Penalty: 4246.550293
	Iteration 55Q: 3 clusters Score -588403.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -588414.000000 Penalty: 4246.550293
	Iteration 56Q: 3 clusters Score -588414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -588424.000000 Penalty: 4246.550293
	Iteration 57Q: 3 clusters Score -588424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -588433.187500 Penalty: 4246.550293
	Iteration 58Q: 3 clusters Score -588433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -588437.312500 Penalty: 4246.550293
	Iteration 59Q: 3 clusters Score -588437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -588440.812500 Penalty: 4246.550293
	Iteration 60F: 3 clusters Score -588440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -588442.125000 Penalty: 4246.550293
	Iteration 61Q: 3 clusters Score -588442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -588443.375000 Penalty: 4246.550293
	Iteration 62Q: 3 clusters Score -588443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -588443.937500 Penalty: 4246.550293
	Iteration 63Q: 3 clusters Score -588443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -588443.937500 Penalty: 4246.550293
	Iteration 64F: 3 clusters Score -588443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -118822.570312 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -118822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116843.109375 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -116843.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117135.328125 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -117135.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117214.960938 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -117215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117259.093750 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -117259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117277.062500 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -117277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117284.945312 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -117284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117287.437500 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -117287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117288.796875 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -117288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117292.296875 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -117292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117296.609375 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -117296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117305.132812 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -117305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117311.523438 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -117311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117315.687500 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -117315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117320.828125 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -117320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117326.273438 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -117326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117333.890625 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -117333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117340.765625 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -117340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117343.937500 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -117343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117345.414062 Penalty: 3417.237305
	Iteration 18Q: 3 clusters Score -117345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117345.414062 Penalty: 3417.237305
	Iteration 19F: 3 clusters Score -117345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -214447.421875 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -214447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211826.703125 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -211826.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212309.156250 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -212309.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212467.468750 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -212467.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212591.421875 Penalty: 3775.473877
	Iteration 3F: 3 clusters Score -212591.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -212667.187500 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -212667.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212740.171875 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -212740.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -212807.484375 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -212807.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -212863.015625 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -212863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -212904.281250 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -212904.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -212930.671875 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -212930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -212948.734375 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -212948.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -212964.203125 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -212964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212979.890625 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -212979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212991.093750 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -212991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -213005.828125 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -213005.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -213014.187500 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -213014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213021.078125 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -213021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -213029.125000 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -213029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213041.515625 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -213041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213048.500000 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -213048.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213055.171875 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -213055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -213063.000000 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -213063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213068.453125 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -213068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213071.515625 Penalty: 3775.473877
	Iteration 23Q: 3 clusters Score -213071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -213073.609375 Penalty: 3775.473877
	Iteration 24Q: 3 clusters Score -213073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -213075.484375 Penalty: 3775.473877
	Iteration 25Q: 3 clusters Score -213075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -213076.968750 Penalty: 3775.473877
	Iteration 26Q: 3 clusters Score -213077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -213076.968750 Penalty: 3775.473877
	Iteration 27F: 3 clusters Score -213077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -1097845.000000 Penalty: 2257.759277
	Iteration 0F: 2 clusters Score -1097845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1090725.375000 Penalty: 4515.518555
	Iteration 0F: 3 clusters Score -1090725 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1092827.250000 Penalty: 4515.518555
	Iteration 1F: 3 clusters Score -1092827 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1093190.875000 Penalty: 4515.518555
	Iteration 2F: 3 clusters Score -1093191 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1093518.125000 Penalty: 4515.518555
	Iteration 3F: 3 clusters Score -1093518 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1093835.500000 Penalty: 4515.518555
	Iteration 4F: 3 clusters Score -1093836 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1094196.750000 Penalty: 4515.518555
	Iteration 5F: 3 clusters Score -1094197 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1094532.375000 Penalty: 4515.518555
	Iteration 6Q: 3 clusters Score -1094532 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1094867.125000 Penalty: 4515.518555
	Iteration 7Q: 3 clusters Score -1094867 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1095192.000000 Penalty: 4515.518555
	Iteration 8Q: 3 clusters Score -1095192 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1095439.625000 Penalty: 4515.518555
	Iteration 9Q: 3 clusters Score -1095440 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1095647.000000 Penalty: 4515.518555
	Iteration 10Q: 3 clusters Score -1095647 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1095819.000000 Penalty: 4515.518555
	Iteration 11Q: 3 clusters Score -1095819 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1095930.500000 Penalty: 4515.518555
	Iteration 12Q: 3 clusters Score -1095930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1096019.500000 Penalty: 4515.518555
	Iteration 13Q: 3 clusters Score -1096020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1096087.125000 Penalty: 4515.518555
	Iteration 14Q: 3 clusters Score -1096087 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1096128.625000 Penalty: 4515.518555
	Iteration 15Q: 3 clusters Score -1096129 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1096148.250000 Penalty: 4515.518555
	Iteration 16Q: 3 clusters Score -1096148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1096174.125000 Penalty: 4515.518555
	Iteration 17Q: 3 clusters Score -1096174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1096193.125000 Penalty: 4515.518555
	Iteration 18Q: 3 clusters Score -1096193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1096206.500000 Penalty: 4515.518555
	Iteration 19Q: 3 clusters Score -1096206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1096218.250000 Penalty: 4515.518555
	Iteration 20F: 3 clusters Score -1096218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1096232.375000 Penalty: 4515.518555
	Iteration 21Q: 3 clusters Score -1096232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1096245.500000 Penalty: 4515.518555
	Iteration 22Q: 3 clusters Score -1096246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1096253.500000 Penalty: 4515.518555
	Iteration 23Q: 3 clusters Score -1096254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1096265.625000 Penalty: 4515.518555
	Iteration 24Q: 3 clusters Score -1096266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1096274.875000 Penalty: 4515.518555
	Iteration 25Q: 3 clusters Score -1096275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1096292.750000 Penalty: 4515.518555
	Iteration 26Q: 3 clusters Score -1096293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1096306.750000 Penalty: 4515.518555
	Iteration 27Q: 3 clusters Score -1096307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1096312.125000 Penalty: 4515.518555
	Iteration 28Q: 3 clusters Score -1096312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1096329.750000 Penalty: 4515.518555
	Iteration 29Q: 3 clusters Score -1096330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1096348.500000 Penalty: 4515.518555
	Iteration 30Q: 3 clusters Score -1096348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1096358.875000 Penalty: 4515.518555
	Iteration 31Q: 3 clusters Score -1096359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1096370.625000 Penalty: 4515.518555
	Iteration 32Q: 3 clusters Score -1096371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1096374.375000 Penalty: 4515.518555
	Iteration 33Q: 3 clusters Score -1096374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1096375.375000 Penalty: 4515.518555
	Iteration 34Q: 3 clusters Score -1096375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1096376.875000 Penalty: 4515.518555
	Iteration 35Q: 3 clusters Score -1096377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1096380.875000 Penalty: 4515.518555
	Iteration 36Q: 3 clusters Score -1096381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1096381.875000 Penalty: 4515.518555
	Iteration 37Q: 3 clusters Score -1096382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1096383.875000 Penalty: 4515.518555
	Iteration 38Q: 3 clusters Score -1096384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1096382.500000 Penalty: 4515.518555
	Iteration 39Q: 3 clusters Score -1096382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1096383.875000 Penalty: 4515.518555
	Iteration 40F: 3 clusters Score -1096384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1096384.750000 Penalty: 4515.518555
	Iteration 41Q: 3 clusters Score -1096385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1096383.000000 Penalty: 4515.518555
	Iteration 42Q: 3 clusters Score -1096383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1096385.875000 Penalty: 4515.518555
	Iteration 43Q: 3 clusters Score -1096386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1096388.750000 Penalty: 4515.518555
	Iteration 44Q: 3 clusters Score -1096389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1096387.125000 Penalty: 4515.518555
	Iteration 45Q: 3 clusters Score -1096387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1096389.750000 Penalty: 4515.518555
	Iteration 46Q: 3 clusters Score -1096390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1096389.250000 Penalty: 4515.518555
	Iteration 47Q: 3 clusters Score -1096389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1096391.500000 Penalty: 4515.518555
	Iteration 48Q: 3 clusters Score -1096392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1096390.375000 Penalty: 4515.518555
	Iteration 49Q: 3 clusters Score -1096390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1096389.625000 Penalty: 4515.518555
	Iteration 50Q: 3 clusters Score -1096390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1096391.250000 Penalty: 4515.518555
	Iteration 51Q: 3 clusters Score -1096391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1096388.750000 Penalty: 4515.518555
	Iteration 52Q: 3 clusters Score -1096389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1096390.000000 Penalty: 4515.518555
	Iteration 53Q: 3 clusters Score -1096390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1096390.000000 Penalty: 4515.518555
	Iteration 54F: 3 clusters Score -1096390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -249559.578125 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -249559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -246735.062500 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -246735.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -247554.625000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -247554.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -247855.500000 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -247855.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248070.500000 Penalty: 3875.942383
	Iteration 3F: 3 clusters Score -248070.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248303.875000 Penalty: 3875.942383
	Iteration 4F: 3 clusters Score -248303.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -248504.515625 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -248504.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -248677.718750 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -248677.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248827.500000 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -248827.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -248922.296875 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -248922.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -249005.031250 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -249005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -249036.515625 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -249036.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -249059.546875 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -249059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -249071.250000 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -249071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -249076.906250 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -249076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -249081.578125 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -249081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -249085.625000 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -249085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -249088.921875 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -249088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -249090.796875 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -249090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -249093.203125 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -249093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -249095.343750 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -249095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -249098.156250 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -249098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -249100.265625 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -249100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -249100.265625 Penalty: 3875.942383
	Iteration 22F: 3 clusters Score -249100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1140522.000000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1140522 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 5047 members 
Entering Unmasked Estep 
Score: -1132744.500000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1132744 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1135109.000000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1135109 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1135557.250000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1135557 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1135890.000000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1135890 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1136144.875000 Penalty: 4576.445801
	Iteration 4F: 3 clusters Score -1136145 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1136349.750000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1136350 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1136541.250000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1136541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1136714.000000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1136714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1136887.625000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1136888 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1137067.125000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1137067 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1137298.000000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1137298 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1137569.375000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1137569 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1137832.625000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1137833 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1138060.000000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1138060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1138271.875000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1138272 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1138426.750000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1138427 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1138547.625000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1138548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1138654.875000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1138655 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1138766.500000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1138766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1138873.500000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1138874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1138953.125000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1138953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1139016.500000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1139016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1139055.250000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1139055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1139077.375000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1139077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1139091.125000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1139091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1139104.000000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1139104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1139109.625000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1139110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1139120.125000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1139120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1139131.500000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1139132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1139143.125000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1139143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1139152.375000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1139152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1139155.375000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1139155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1139162.125000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1139162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1139167.875000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1139168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1139169.625000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1139170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1139171.125000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1139171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1139175.625000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1139176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1139179.125000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1139179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1139181.625000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1139182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1139183.875000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1139184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1139184.375000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1139184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1139187.125000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1139187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1139187.250000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1139187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1139186.125000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1139186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1139188.125000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1139188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1139188.125000 Penalty: 4576.445801
	Iteration 45F: 3 clusters Score -1139188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -3317438.750000 Penalty: 2526.126465
	Iteration 0F: 2 clusters Score -3317439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3299186.500000 Penalty: 5052.252930
	Iteration 0F: 3 clusters Score -3299186 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3305488.500000 Penalty: 5052.252930
	Iteration 1F: 3 clusters Score -3305488 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3305918.000000 Penalty: 5052.252930
	Iteration 2Q: 3 clusters Score -3305918 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3306239.250000 Penalty: 5052.252930
	Iteration 3Q: 3 clusters Score -3306239 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3306524.500000 Penalty: 5052.252930
	Iteration 4Q: 3 clusters Score -3306524 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3306791.750000 Penalty: 5052.252930
	Iteration 5Q: 3 clusters Score -3306792 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3307053.750000 Penalty: 5052.252930
	Iteration 6Q: 3 clusters Score -3307054 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3307290.750000 Penalty: 5052.252930
	Iteration 7Q: 3 clusters Score -3307291 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3307564.500000 Penalty: 5052.252930
	Iteration 8Q: 3 clusters Score -3307564 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3307860.000000 Penalty: 5052.252930
	Iteration 9Q: 3 clusters Score -3307860 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3308213.000000 Penalty: 5052.252930
	Iteration 10Q: 3 clusters Score -3308213 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3308622.750000 Penalty: 5052.252930
	Iteration 11Q: 3 clusters Score -3308623 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3309104.000000 Penalty: 5052.252930
	Iteration 12Q: 3 clusters Score -3309104 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3309631.000000 Penalty: 5052.252930
	Iteration 13Q: 3 clusters Score -3309631 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3310232.500000 Penalty: 5052.252930
	Iteration 14Q: 3 clusters Score -3310232 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3310821.500000 Penalty: 5052.252930
	Iteration 15Q: 3 clusters Score -3310822 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3311310.250000 Penalty: 5052.252930
	Iteration 16Q: 3 clusters Score -3311310 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3311646.500000 Penalty: 5052.252930
	Iteration 17Q: 3 clusters Score -3311646 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3311868.000000 Penalty: 5052.252930
	Iteration 18Q: 3 clusters Score -3311868 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3312021.250000 Penalty: 5052.252930
	Iteration 19Q: 3 clusters Score -3312021 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3312126.250000 Penalty: 5052.252930
	Iteration 20F: 3 clusters Score -3312126 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3312256.500000 Penalty: 5052.252930
	Iteration 21Q: 3 clusters Score -3312256 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3312392.250000 Penalty: 5052.252930
	Iteration 22Q: 3 clusters Score -3312392 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3312516.000000 Penalty: 5052.252930
	Iteration 23Q: 3 clusters Score -3312516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3312646.750000 Penalty: 5052.252930
	Iteration 24Q: 3 clusters Score -3312647 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3312765.750000 Penalty: 5052.252930
	Iteration 25Q: 3 clusters Score -3312766 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3312903.000000 Penalty: 5052.252930
	Iteration 26Q: 3 clusters Score -3312903 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3313010.250000 Penalty: 5052.252930
	Iteration 27Q: 3 clusters Score -3313010 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3313148.500000 Penalty: 5052.252930
	Iteration 28Q: 3 clusters Score -3313148 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3313280.250000 Penalty: 5052.252930
	Iteration 29Q: 3 clusters Score -3313280 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3313443.500000 Penalty: 5052.252930
	Iteration 30Q: 3 clusters Score -3313444 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3313558.250000 Penalty: 5052.252930
	Iteration 31Q: 3 clusters Score -3313558 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3313682.250000 Penalty: 5052.252930
	Iteration 32Q: 3 clusters Score -3313682 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3313780.750000 Penalty: 5052.252930
	Iteration 33Q: 3 clusters Score -3313781 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3313880.250000 Penalty: 5052.252930
	Iteration 34Q: 3 clusters Score -3313880 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3313988.000000 Penalty: 5052.252930
	Iteration 35Q: 3 clusters Score -3313988 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3314073.500000 Penalty: 5052.252930
	Iteration 36Q: 3 clusters Score -3314074 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3314154.000000 Penalty: 5052.252930
	Iteration 37Q: 3 clusters Score -3314154 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3314221.250000 Penalty: 5052.252930
	Iteration 38Q: 3 clusters Score -3314221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3314306.000000 Penalty: 5052.252930
	Iteration 39Q: 3 clusters Score -3314306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3314383.500000 Penalty: 5052.252930
	Iteration 40F: 3 clusters Score -3314384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3314471.500000 Penalty: 5052.252930
	Iteration 41Q: 3 clusters Score -3314472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3314558.250000 Penalty: 5052.252930
	Iteration 42Q: 3 clusters Score -3314558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3314614.500000 Penalty: 5052.252930
	Iteration 43Q: 3 clusters Score -3314614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3314691.000000 Penalty: 5052.252930
	Iteration 44Q: 3 clusters Score -3314691 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3314761.750000 Penalty: 5052.252930
	Iteration 45Q: 3 clusters Score -3314762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3314825.500000 Penalty: 5052.252930
	Iteration 46Q: 3 clusters Score -3314826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3314894.500000 Penalty: 5052.252930
	Iteration 47Q: 3 clusters Score -3314894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3314964.500000 Penalty: 5052.252930
	Iteration 48Q: 3 clusters Score -3314964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3315018.250000 Penalty: 5052.252930
	Iteration 49Q: 3 clusters Score -3315018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3315059.500000 Penalty: 5052.252930
	Iteration 50Q: 3 clusters Score -3315060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3315100.000000 Penalty: 5052.252930
	Iteration 51Q: 3 clusters Score -3315100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3315141.250000 Penalty: 5052.252930
	Iteration 52Q: 3 clusters Score -3315141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3315178.000000 Penalty: 5052.252930
	Iteration 53Q: 3 clusters Score -3315178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3315198.250000 Penalty: 5052.252930
	Iteration 54Q: 3 clusters Score -3315198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3315225.500000 Penalty: 5052.252930
	Iteration 55Q: 3 clusters Score -3315226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3315250.500000 Penalty: 5052.252930
	Iteration 56Q: 3 clusters Score -3315250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3315265.000000 Penalty: 5052.252930
	Iteration 57Q: 3 clusters Score -3315265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3315274.750000 Penalty: 5052.252930
	Iteration 58Q: 3 clusters Score -3315275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3315278.250000 Penalty: 5052.252930
	Iteration 59Q: 3 clusters Score -3315278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3315292.500000 Penalty: 5052.252930
	Iteration 60F: 3 clusters Score -3315292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3315298.750000 Penalty: 5052.252930
	Iteration 61Q: 3 clusters Score -3315299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3315303.000000 Penalty: 5052.252930
	Iteration 62Q: 3 clusters Score -3315303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3315309.500000 Penalty: 5052.252930
	Iteration 63Q: 3 clusters Score -3315310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3315314.250000 Penalty: 5052.252930
	Iteration 64Q: 3 clusters Score -3315314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3315310.750000 Penalty: 5052.252930
	Iteration 65Q: 3 clusters Score -3315311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3315311.000000 Penalty: 5052.252930
	Iteration 66Q: 3 clusters Score -3315311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3315312.000000 Penalty: 5052.252930
	Iteration 67Q: 3 clusters Score -3315312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3315316.500000 Penalty: 5052.252930
	Iteration 68Q: 3 clusters Score -3315316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3315319.500000 Penalty: 5052.252930
	Iteration 69Q: 3 clusters Score -3315320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3315318.250000 Penalty: 5052.252930
	Iteration 70Q: 3 clusters Score -3315318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3315321.000000 Penalty: 5052.252930
	Iteration 71Q: 3 clusters Score -3315321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3315322.500000 Penalty: 5052.252930
	Iteration 72Q: 3 clusters Score -3315322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3315320.750000 Penalty: 5052.252930
	Iteration 73Q: 3 clusters Score -3315321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3315326.250000 Penalty: 5052.252930
	Iteration 74Q: 3 clusters Score -3315326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3315331.000000 Penalty: 5052.252930
	Iteration 75Q: 3 clusters Score -3315331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3315328.750000 Penalty: 5052.252930
	Iteration 76Q: 3 clusters Score -3315329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3315327.750000 Penalty: 5052.252930
	Iteration 77Q: 3 clusters Score -3315328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3315327.750000 Penalty: 5052.252930
	Iteration 78F: 3 clusters Score -3315328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -742980.187500 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -742980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -737749.812500 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -737749.8 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -739037.312500 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -739037.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -739292.812500 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -739292.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -739448.562500 Penalty: 4321.692383
	Iteration 3Q: 3 clusters Score -739448.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -739558.062500 Penalty: 4321.692383
	Iteration 4Q: 3 clusters Score -739558.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -739652.187500 Penalty: 4321.692383
	Iteration 5Q: 3 clusters Score -739652.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -739749.750000 Penalty: 4321.692383
	Iteration 6Q: 3 clusters Score -739749.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -739866.750000 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -739866.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -739998.125000 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -739998.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -740173.250000 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -740173.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -740345.750000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -740345.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -740493.562500 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -740493.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -740634.375000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -740634.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -740760.187500 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -740760.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -740892.562500 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -740892.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -741047.187500 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -741047.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -741213.500000 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -741213.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -741404.687500 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -741404.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -741597.000000 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -741597 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -741747.562500 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -741747.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -741828.562500 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -741828.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -741871.312500 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -741871.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -741894.875000 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -741894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -741906.812500 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -741906.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -741916.937500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -741916.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -741919.562500 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -741919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -741923.750000 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -741923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -741923.875000 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -741923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -741924.875000 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -741924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -741926.062500 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -741926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -741926.750000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -741926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -741928.125000 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -741928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -741929.125000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -741929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -741929.812500 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -741929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -741931.375000 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -741931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -741934.812500 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -741934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -741933.750000 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -741933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -741934.312500 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -741934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -741933.750000 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -741933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -741936.062500 Penalty: 4321.692383
	Iteration 39Q: 3 clusters Score -741936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -741936.437500 Penalty: 4321.692383
	Iteration 40F: 3 clusters Score -741936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -741937.062500 Penalty: 4321.692383
	Iteration 41Q: 3 clusters Score -741937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -741937.437500 Penalty: 4321.692383
	Iteration 42Q: 3 clusters Score -741937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -741937.437500 Penalty: 4321.692383
	Iteration 43F: 3 clusters Score -741937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -392993.406250 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -392993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -389590.750000 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -389590.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -390264.875000 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -390264.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -390432.218750 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -390432.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -390514.906250 Penalty: 4001.772461
	Iteration 3Q: 3 clusters Score -390514.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -390593.875000 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -390593.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390655.468750 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -390655.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390700.812500 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -390700.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -390734.500000 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -390734.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -390758.937500 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -390758.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -390773.218750 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -390773.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -390787.843750 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -390787.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -390805.562500 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -390805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -390815.281250 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -390815.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -390829.312500 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -390829.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -390842.000000 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -390842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -390850.906250 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -390850.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -390862.531250 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -390862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -390872.531250 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -390872.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -390882.000000 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -390882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -390888.718750 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -390888.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -390893.312500 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -390893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -390897.312500 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -390897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -390900.656250 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -390900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390903.281250 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -390903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -390908.250000 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -390908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -390910.718750 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -390910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -390914.656250 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -390914.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -390919.187500 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -390919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -390927.218750 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -390927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -390935.250000 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -390935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -390944.125000 Penalty: 4001.772461
	Iteration 30Q: 3 clusters Score -390944.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -390954.593750 Penalty: 4001.772461
	Iteration 31Q: 3 clusters Score -390954.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -390962.843750 Penalty: 4001.772461
	Iteration 32Q: 3 clusters Score -390962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -390967.218750 Penalty: 4001.772461
	Iteration 33Q: 3 clusters Score -390967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -390971.125000 Penalty: 4001.772461
	Iteration 34Q: 3 clusters Score -390971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -390975.218750 Penalty: 4001.772461
	Iteration 35Q: 3 clusters Score -390975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -390977.593750 Penalty: 4001.772461
	Iteration 36Q: 3 clusters Score -390977.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -390982.281250 Penalty: 4001.772461
	Iteration 37Q: 3 clusters Score -390982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -390988.531250 Penalty: 4001.772461
	Iteration 38Q: 3 clusters Score -390988.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -390993.843750 Penalty: 4001.772461
	Iteration 39Q: 3 clusters Score -390993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -390998.718750 Penalty: 4001.772461
	Iteration 40F: 3 clusters Score -390998.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -391007.812500 Penalty: 4001.772461
	Iteration 41Q: 3 clusters Score -391007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -391017.531250 Penalty: 4001.772461
	Iteration 42Q: 3 clusters Score -391017.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -391033.312500 Penalty: 4001.772461
	Iteration 43Q: 3 clusters Score -391033.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -391043.312500 Penalty: 4001.772461
	Iteration 44Q: 3 clusters Score -391043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -391055.468750 Penalty: 4001.772461
	Iteration 45Q: 3 clusters Score -391055.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -391071.625000 Penalty: 4001.772461
	Iteration 46Q: 3 clusters Score -391071.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -391084.000000 Penalty: 4001.772461
	Iteration 47Q: 3 clusters Score -391084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -391091.937500 Penalty: 4001.772461
	Iteration 48Q: 3 clusters Score -391091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -391095.718750 Penalty: 4001.772461
	Iteration 49Q: 3 clusters Score -391095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -391100.000000 Penalty: 4001.772461
	Iteration 50Q: 3 clusters Score -391100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -391102.625000 Penalty: 4001.772461
	Iteration 51Q: 3 clusters Score -391102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -391103.843750 Penalty: 4001.772461
	Iteration 52Q: 3 clusters Score -391103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -391105.531250 Penalty: 4001.772461
	Iteration 53Q: 3 clusters Score -391105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -391105.500000 Penalty: 4001.772461
	Iteration 54Q: 3 clusters Score -391105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -391106.812500 Penalty: 4001.772461
	Iteration 55Q: 3 clusters Score -391106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -391107.375000 Penalty: 4001.772461
	Iteration 56Q: 3 clusters Score -391107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -391107.937500 Penalty: 4001.772461
	Iteration 57Q: 3 clusters Score -391107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -391110.093750 Penalty: 4001.772461
	Iteration 58Q: 3 clusters Score -391110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -391112.343750 Penalty: 4001.772461
	Iteration 59Q: 3 clusters Score -391112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -391112.968750 Penalty: 4001.772461
	Iteration 60F: 3 clusters Score -391113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -391114.312500 Penalty: 4001.772461
	Iteration 61Q: 3 clusters Score -391114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -391114.937500 Penalty: 4001.772461
	Iteration 62Q: 3 clusters Score -391114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -391116.562500 Penalty: 4001.772461
	Iteration 63Q: 3 clusters Score -391116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -391118.718750 Penalty: 4001.772461
	Iteration 64Q: 3 clusters Score -391118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -391120.250000 Penalty: 4001.772461
	Iteration 65Q: 3 clusters Score -391120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -391120.312500 Penalty: 4001.772461
	Iteration 66Q: 3 clusters Score -391120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -391120.968750 Penalty: 4001.772461
	Iteration 67Q: 3 clusters Score -391121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -391120.968750 Penalty: 4001.772461
	Iteration 68F: 3 clusters Score -391121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Entering Unmasked Estep 
Score: -895253.937500 Penalty: 2203.932373
	Iteration 0F: 2 clusters Score -895253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -889305.875000 Penalty: 4407.864746
	Iteration 0F: 3 clusters Score -889305.9 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -890865.750000 Penalty: 4407.864746
	Iteration 1F: 3 clusters Score -890865.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -891114.687500 Penalty: 4407.864746
	Iteration 2F: 3 clusters Score -891114.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -891287.125000 Penalty: 4407.864746
	Iteration 3Q: 3 clusters Score -891287.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -891419.187500 Penalty: 4407.864746
	Iteration 4Q: 3 clusters Score -891419.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -891536.687500 Penalty: 4407.864746
	Iteration 5Q: 3 clusters Score -891536.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -891625.437500 Penalty: 4407.864746
	Iteration 6Q: 3 clusters Score -891625.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -891722.687500 Penalty: 4407.864746
	Iteration 7Q: 3 clusters Score -891722.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -891846.562500 Penalty: 4407.864746
	Iteration 8Q: 3 clusters Score -891846.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -891990.812500 Penalty: 4407.864746
	Iteration 9Q: 3 clusters Score -891990.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -892170.625000 Penalty: 4407.864746
	Iteration 10Q: 3 clusters Score -892170.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -892359.500000 Penalty: 4407.864746
	Iteration 11Q: 3 clusters Score -892359.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -892551.187500 Penalty: 4407.864746
	Iteration 12Q: 3 clusters Score -892551.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -892738.062500 Penalty: 4407.864746
	Iteration 13Q: 3 clusters Score -892738.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -892916.562500 Penalty: 4407.864746
	Iteration 14Q: 3 clusters Score -892916.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -893064.812500 Penalty: 4407.864746
	Iteration 15Q: 3 clusters Score -893064.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -893159.937500 Penalty: 4407.864746
	Iteration 16Q: 3 clusters Score -893159.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -893225.187500 Penalty: 4407.864746
	Iteration 17Q: 3 clusters Score -893225.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -893269.687500 Penalty: 4407.864746
	Iteration 18Q: 3 clusters Score -893269.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -893299.562500 Penalty: 4407.864746
	Iteration 19Q: 3 clusters Score -893299.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -893322.687500 Penalty: 4407.864746
	Iteration 20F: 3 clusters Score -893322.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -893341.625000 Penalty: 4407.864746
	Iteration 21Q: 3 clusters Score -893341.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -893355.812500 Penalty: 4407.864746
	Iteration 22Q: 3 clusters Score -893355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -893366.187500 Penalty: 4407.864746
	Iteration 23Q: 3 clusters Score -893366.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -893376.625000 Penalty: 4407.864746
	Iteration 24Q: 3 clusters Score -893376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -893380.687500 Penalty: 4407.864746
	Iteration 25Q: 3 clusters Score -893380.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -893386.312500 Penalty: 4407.864746
	Iteration 26Q: 3 clusters Score -893386.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -893390.750000 Penalty: 4407.864746
	Iteration 27Q: 3 clusters Score -893390.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -893397.625000 Penalty: 4407.864746
	Iteration 28Q: 3 clusters Score -893397.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -893401.875000 Penalty: 4407.864746
	Iteration 29Q: 3 clusters Score -893401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -893409.250000 Penalty: 4407.864746
	Iteration 30Q: 3 clusters Score -893409.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -893416.875000 Penalty: 4407.864746
	Iteration 31Q: 3 clusters Score -893416.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -893426.937500 Penalty: 4407.864746
	Iteration 32Q: 3 clusters Score -893426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -893431.187500 Penalty: 4407.864746
	Iteration 33Q: 3 clusters Score -893431.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -893442.812500 Penalty: 4407.864746
	Iteration 34Q: 3 clusters Score -893442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -893444.812500 Penalty: 4407.864746
	Iteration 35Q: 3 clusters Score -893444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -893452.312500 Penalty: 4407.864746
	Iteration 36Q: 3 clusters Score -893452.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -893454.500000 Penalty: 4407.864746
	Iteration 37Q: 3 clusters Score -893454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -893457.562500 Penalty: 4407.864746
	Iteration 38Q: 3 clusters Score -893457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -893464.500000 Penalty: 4407.864746
	Iteration 39Q: 3 clusters Score -893464.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -893468.562500 Penalty: 4407.864746
	Iteration 40F: 3 clusters Score -893468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -893468.500000 Penalty: 4407.864746
	Iteration 41Q: 3 clusters Score -893468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -893472.375000 Penalty: 4407.864746
	Iteration 42Q: 3 clusters Score -893472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -893475.250000 Penalty: 4407.864746
	Iteration 43Q: 3 clusters Score -893475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -893479.937500 Penalty: 4407.864746
	Iteration 44Q: 3 clusters Score -893479.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -893483.875000 Penalty: 4407.864746
	Iteration 45Q: 3 clusters Score -893483.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -893487.062500 Penalty: 4407.864746
	Iteration 46Q: 3 clusters Score -893487.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -893490.000000 Penalty: 4407.864746
	Iteration 47Q: 3 clusters Score -893490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -893495.250000 Penalty: 4407.864746
	Iteration 48Q: 3 clusters Score -893495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -893500.250000 Penalty: 4407.864746
	Iteration 49Q: 3 clusters Score -893500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -893499.125000 Penalty: 4407.864746
	Iteration 50Q: 3 clusters Score -893499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -893500.937500 Penalty: 4407.864746
	Iteration 51Q: 3 clusters Score -893500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -893501.875000 Penalty: 4407.864746
	Iteration 52Q: 3 clusters Score -893501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -893502.562500 Penalty: 4407.864746
	Iteration 53Q: 3 clusters Score -893502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -893505.687500 Penalty: 4407.864746
	Iteration 54Q: 3 clusters Score -893505.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -893507.250000 Penalty: 4407.864746
	Iteration 55Q: 3 clusters Score -893507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -893508.000000 Penalty: 4407.864746
	Iteration 56Q: 3 clusters Score -893508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -893510.062500 Penalty: 4407.864746
	Iteration 57Q: 3 clusters Score -893510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -893512.000000 Penalty: 4407.864746
	Iteration 58Q: 3 clusters Score -893512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -893515.750000 Penalty: 4407.864746
	Iteration 59Q: 3 clusters Score -893515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -893517.687500 Penalty: 4407.864746
	Iteration 60F: 3 clusters Score -893517.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -893520.687500 Penalty: 4407.864746
	Iteration 61Q: 3 clusters Score -893520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -893524.687500 Penalty: 4407.864746
	Iteration 62Q: 3 clusters Score -893524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -893526.000000 Penalty: 4407.864746
	Iteration 63Q: 3 clusters Score -893526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -893528.000000 Penalty: 4407.864746
	Iteration 64Q: 3 clusters Score -893528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -893531.500000 Penalty: 4407.864746
	Iteration 65Q: 3 clusters Score -893531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -893532.187500 Penalty: 4407.864746
	Iteration 66Q: 3 clusters Score -893532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -893535.125000 Penalty: 4407.864746
	Iteration 67Q: 3 clusters Score -893535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -893539.187500 Penalty: 4407.864746
	Iteration 68Q: 3 clusters Score -893539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -893538.125000 Penalty: 4407.864746
	Iteration 69Q: 3 clusters Score -893538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -893539.437500 Penalty: 4407.864746
	Iteration 70Q: 3 clusters Score -893539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -893541.000000 Penalty: 4407.864746
	Iteration 71Q: 3 clusters Score -893541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -893541.937500 Penalty: 4407.864746
	Iteration 72Q: 3 clusters Score -893541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -893541.125000 Penalty: 4407.864746
	Iteration 73Q: 3 clusters Score -893541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -893544.437500 Penalty: 4407.864746
	Iteration 74Q: 3 clusters Score -893544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -893548.250000 Penalty: 4407.864746
	Iteration 75Q: 3 clusters Score -893548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -893552.000000 Penalty: 4407.864746
	Iteration 76Q: 3 clusters Score -893552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -893549.937500 Penalty: 4407.864746
	Iteration 77Q: 3 clusters Score -893549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -893552.187500 Penalty: 4407.864746
	Iteration 78Q: 3 clusters Score -893552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -893551.312500 Penalty: 4407.864746
	Iteration 79Q: 3 clusters Score -893551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -893554.375000 Penalty: 4407.864746
	Iteration 80F: 3 clusters Score -893554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -893553.687500 Penalty: 4407.864746
	Iteration 81Q: 3 clusters Score -893553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -893554.000000 Penalty: 4407.864746
	Iteration 82Q: 3 clusters Score -893554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -893553.812500 Penalty: 4407.864746
	Iteration 83Q: 3 clusters Score -893553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -893555.000000 Penalty: 4407.864746
	Iteration 84Q: 3 clusters Score -893555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -893556.875000 Penalty: 4407.864746
	Iteration 85Q: 3 clusters Score -893556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -893557.312500 Penalty: 4407.864746
	Iteration 86Q: 3 clusters Score -893557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -893558.625000 Penalty: 4407.864746
	Iteration 87Q: 3 clusters Score -893558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -893561.250000 Penalty: 4407.864746
	Iteration 88Q: 3 clusters Score -893561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -893562.687500 Penalty: 4407.864746
	Iteration 89Q: 3 clusters Score -893562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -893561.000000 Penalty: 4407.864746
	Iteration 90Q: 3 clusters Score -893561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -893561.000000 Penalty: 4407.864746
	Iteration 91F: 3 clusters Score -893561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Entering Unmasked Estep 
Score: -1848849.500000 Penalty: 2316.768311
	Iteration 0F: 2 clusters Score -1848850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1840492.250000 Penalty: 4633.536621
	Iteration 0F: 3 clusters Score -1840492 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1844969.500000 Penalty: 4633.536621
	Iteration 1F: 3 clusters Score -1844970 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1848410.500000 Penalty: 4633.536621
	Iteration 2F: 3 clusters Score -1848410 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1851366.750000 Penalty: 4633.536621
	Iteration 3F: 3 clusters Score -1851367 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1852843.000000 Penalty: 4633.536621
	Iteration 4F: 3 clusters Score -1852843 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1853398.875000 Penalty: 4633.536621
	Iteration 5Q: 3 clusters Score -1853399 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1853597.750000 Penalty: 4633.536621
	Iteration 6Q: 3 clusters Score -1853598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1853705.375000 Penalty: 4633.536621
	Iteration 7Q: 3 clusters Score -1853705 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1853775.875000 Penalty: 4633.536621
	Iteration 8Q: 3 clusters Score -1853776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1853808.000000 Penalty: 4633.536621
	Iteration 9Q: 3 clusters Score -1853808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1853833.500000 Penalty: 4633.536621
	Iteration 10Q: 3 clusters Score -1853834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1853849.000000 Penalty: 4633.536621
	Iteration 11Q: 3 clusters Score -1853849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1853859.750000 Penalty: 4633.536621
	Iteration 12Q: 3 clusters Score -1853860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1853863.625000 Penalty: 4633.536621
	Iteration 13Q: 3 clusters Score -1853864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1853862.875000 Penalty: 4633.536621
	Iteration 14Q: 3 clusters Score -1853863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1853869.125000 Penalty: 4633.536621
	Iteration 15Q: 3 clusters Score -1853869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1853871.250000 Penalty: 4633.536621
	Iteration 16Q: 3 clusters Score -1853871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1853867.750000 Penalty: 4633.536621
	Iteration 17Q: 3 clusters Score -1853868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1853866.875000 Penalty: 4633.536621
	Iteration 18Q: 3 clusters Score -1853867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1853868.500000 Penalty: 4633.536621
	Iteration 19Q: 3 clusters Score -1853868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1853870.125000 Penalty: 4633.536621
	Iteration 20F: 3 clusters Score -1853870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1853878.375000 Penalty: 4633.536621
	Iteration 21Q: 3 clusters Score -1853878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1853875.875000 Penalty: 4633.536621
	Iteration 22Q: 3 clusters Score -1853876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1853871.000000 Penalty: 4633.536621
	Iteration 23Q: 3 clusters Score -1853871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1853877.750000 Penalty: 4633.536621
	Iteration 24Q: 3 clusters Score -1853878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1853873.625000 Penalty: 4633.536621
	Iteration 25Q: 3 clusters Score -1853874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1853876.000000 Penalty: 4633.536621
	Iteration 26Q: 3 clusters Score -1853876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1853882.500000 Penalty: 4633.536621
	Iteration 27Q: 3 clusters Score -1853882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1853879.250000 Penalty: 4633.536621
	Iteration 28Q: 3 clusters Score -1853879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1853873.250000 Penalty: 4633.536621
	Iteration 29Q: 3 clusters Score -1853873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1853879.125000 Penalty: 4633.536621
	Iteration 30Q: 3 clusters Score -1853879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1853877.125000 Penalty: 4633.536621
	Iteration 31Q: 3 clusters Score -1853877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1853875.125000 Penalty: 4633.536621
	Iteration 32Q: 3 clusters Score -1853875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1853879.125000 Penalty: 4633.536621
	Iteration 33Q: 3 clusters Score -1853879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1853875.875000 Penalty: 4633.536621
	Iteration 34Q: 3 clusters Score -1853876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1853879.250000 Penalty: 4633.536621
	Iteration 35Q: 3 clusters Score -1853879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1853879.875000 Penalty: 4633.536621
	Iteration 36Q: 3 clusters Score -1853880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1853879.875000 Penalty: 4633.536621
	Iteration 37F: 3 clusters Score -1853880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 9979 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 11886 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Mstep: Class 66 contains 491 members 
Mstep: Class 67 contains 356 members 
Mstep: Class 68 contains 1985 members 
Mstep: Class 69 contains 1426 members 
Entering Unmasked Estep 
Score: -134476096.000000 Penalty: 238245.875000
Splitting cluster 58 changes total score from -134464464.000000 to -134476096.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 59 (13163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Entering Unmasked Estep 
Score: -1632110.875000 Penalty: 2352.321045
	Iteration 0F: 2 clusters Score -1632111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1622417.625000 Penalty: 4704.642090
	Iteration 0F: 3 clusters Score -1622418 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1625426.250000 Penalty: 4704.642090
	Iteration 1F: 3 clusters Score -1625426 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1625776.750000 Penalty: 4704.642090
	Iteration 2F: 3 clusters Score -1625777 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1626083.375000 Penalty: 4704.642090
	Iteration 3Q: 3 clusters Score -1626083 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1626392.750000 Penalty: 4704.642090
	Iteration 4Q: 3 clusters Score -1626393 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1626735.250000 Penalty: 4704.642090
	Iteration 5Q: 3 clusters Score -1626735 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1627171.250000 Penalty: 4704.642090
	Iteration 6F: 3 clusters Score -1627171 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1627644.625000 Penalty: 4704.642090
	Iteration 7Q: 3 clusters Score -1627645 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1628067.500000 Penalty: 4704.642090
	Iteration 8Q: 3 clusters Score -1628068 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1628397.500000 Penalty: 4704.642090
	Iteration 9Q: 3 clusters Score -1628398 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1628660.625000 Penalty: 4704.642090
	Iteration 10Q: 3 clusters Score -1628661 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1628891.125000 Penalty: 4704.642090
	Iteration 11Q: 3 clusters Score -1628891 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1629101.375000 Penalty: 4704.642090
	Iteration 12Q: 3 clusters Score -1629101 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1629291.125000 Penalty: 4704.642090
	Iteration 13Q: 3 clusters Score -1629291 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1629462.250000 Penalty: 4704.642090
	Iteration 14Q: 3 clusters Score -1629462 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1629625.500000 Penalty: 4704.642090
	Iteration 15Q: 3 clusters Score -1629626 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1629757.750000 Penalty: 4704.642090
	Iteration 16Q: 3 clusters Score -1629758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1629862.625000 Penalty: 4704.642090
	Iteration 17Q: 3 clusters Score -1629863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1629948.875000 Penalty: 4704.642090
	Iteration 18Q: 3 clusters Score -1629949 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1630004.375000 Penalty: 4704.642090
	Iteration 19Q: 3 clusters Score -1630004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1630037.250000 Penalty: 4704.642090
	Iteration 20F: 3 clusters Score -1630037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1630064.750000 Penalty: 4704.642090
	Iteration 21Q: 3 clusters Score -1630065 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1630084.875000 Penalty: 4704.642090
	Iteration 22Q: 3 clusters Score -1630085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1630099.500000 Penalty: 4704.642090
	Iteration 23Q: 3 clusters Score -1630100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1630113.625000 Penalty: 4704.642090
	Iteration 24Q: 3 clusters Score -1630114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1630129.500000 Penalty: 4704.642090
	Iteration 25Q: 3 clusters Score -1630130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1630133.500000 Penalty: 4704.642090
	Iteration 26Q: 3 clusters Score -1630134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1630144.625000 Penalty: 4704.642090
	Iteration 27Q: 3 clusters Score -1630145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1630152.125000 Penalty: 4704.642090
	Iteration 28Q: 3 clusters Score -1630152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1630151.875000 Penalty: 4704.642090
	Iteration 29Q: 3 clusters Score -1630152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1630159.250000 Penalty: 4704.642090
	Iteration 30Q: 3 clusters Score -1630159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1630159.875000 Penalty: 4704.642090
	Iteration 31Q: 3 clusters Score -1630160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1630167.000000 Penalty: 4704.642090
	Iteration 32Q: 3 clusters Score -1630167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1630169.625000 Penalty: 4704.642090
	Iteration 33Q: 3 clusters Score -1630170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1630177.875000 Penalty: 4704.642090
	Iteration 34Q: 3 clusters Score -1630178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1630186.250000 Penalty: 4704.642090
	Iteration 35Q: 3 clusters Score -1630186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1630197.875000 Penalty: 4704.642090
	Iteration 36Q: 3 clusters Score -1630198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1630212.000000 Penalty: 4704.642090
	Iteration 37Q: 3 clusters Score -1630212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1630220.375000 Penalty: 4704.642090
	Iteration 38Q: 3 clusters Score -1630220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1630228.750000 Penalty: 4704.642090
	Iteration 39Q: 3 clusters Score -1630229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1630245.500000 Penalty: 4704.642090
	Iteration 40F: 3 clusters Score -1630246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1630274.875000 Penalty: 4704.642090
	Iteration 41Q: 3 clusters Score -1630275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1630306.375000 Penalty: 4704.642090
	Iteration 42Q: 3 clusters Score -1630306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1630347.500000 Penalty: 4704.642090
	Iteration 43Q: 3 clusters Score -1630348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1630375.625000 Penalty: 4704.642090
	Iteration 44Q: 3 clusters Score -1630376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1630408.625000 Penalty: 4704.642090
	Iteration 45Q: 3 clusters Score -1630409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1630429.250000 Penalty: 4704.642090
	Iteration 46Q: 3 clusters Score -1630429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1630432.500000 Penalty: 4704.642090
	Iteration 47Q: 3 clusters Score -1630432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1630435.625000 Penalty: 4704.642090
	Iteration 48Q: 3 clusters Score -1630436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1630435.250000 Penalty: 4704.642090
	Iteration 49Q: 3 clusters Score -1630435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1630438.750000 Penalty: 4704.642090
	Iteration 50Q: 3 clusters Score -1630439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1630441.125000 Penalty: 4704.642090
	Iteration 51Q: 3 clusters Score -1630441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1630445.875000 Penalty: 4704.642090
	Iteration 52Q: 3 clusters Score -1630446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1630447.625000 Penalty: 4704.642090
	Iteration 53Q: 3 clusters Score -1630448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1630447.500000 Penalty: 4704.642090
	Iteration 54Q: 3 clusters Score -1630448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1630449.500000 Penalty: 4704.642090
	Iteration 55Q: 3 clusters Score -1630450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1630444.750000 Penalty: 4704.642090
	Iteration 56Q: 3 clusters Score -1630445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1630446.125000 Penalty: 4704.642090
	Iteration 57Q: 3 clusters Score -1630446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1630446.125000 Penalty: 4704.642090
	Iteration 58F: 3 clusters Score -1630446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -175630.593750 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -175630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173364.953125 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -173365 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173801.156250 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -173801.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173925.203125 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -173925.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -174026.734375 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -174026.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174102.750000 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -174102.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174175.359375 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -174175.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174228.484375 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -174228.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174274.187500 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -174274.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174321.953125 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -174322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174356.562500 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -174356.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -174389.828125 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -174389.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174423.531250 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -174423.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174451.765625 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -174451.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -174488.109375 Penalty: 3623.373291
	Iteration 13Q: 3 clusters Score -174488.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174511.656250 Penalty: 3623.373291
	Iteration 14Q: 3 clusters Score -174511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174529.515625 Penalty: 3623.373291
	Iteration 15Q: 3 clusters Score -174529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174546.296875 Penalty: 3623.373291
	Iteration 16Q: 3 clusters Score -174546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -174556.000000 Penalty: 3623.373291
	Iteration 17Q: 3 clusters Score -174556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174562.953125 Penalty: 3623.373291
	Iteration 18Q: 3 clusters Score -174563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174572.593750 Penalty: 3623.373291
	Iteration 19Q: 3 clusters Score -174572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174586.562500 Penalty: 3623.373291
	Iteration 20F: 3 clusters Score -174586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174593.031250 Penalty: 3623.373291
	Iteration 21Q: 3 clusters Score -174593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174598.875000 Penalty: 3623.373291
	Iteration 22Q: 3 clusters Score -174598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174603.125000 Penalty: 3623.373291
	Iteration 23Q: 3 clusters Score -174603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174606.125000 Penalty: 3623.373291
	Iteration 24Q: 3 clusters Score -174606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -174607.453125 Penalty: 3623.373291
	Iteration 25Q: 3 clusters Score -174607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174607.609375 Penalty: 3623.373291
	Iteration 26Q: 3 clusters Score -174607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174607.609375 Penalty: 3623.373291
	Iteration 27F: 3 clusters Score -174607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1452148.625000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1452149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1443329.750000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1443330 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1446070.125000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1446070 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1446531.375000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1446531 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1446950.625000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1446951 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1447356.000000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1447356 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1447695.500000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1447696 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1448015.250000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1448015 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1448320.375000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1448320 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1448658.625000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1448659 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1449013.500000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1449014 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1449375.125000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1449375 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1449836.375000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1449836 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1450420.750000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1450421 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1451057.375000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1451057 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1451923.125000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1451923 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1453063.625000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1453064 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1453811.750000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1453812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1454272.250000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1454272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1454502.625000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1454503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1454568.875000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1454569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1454617.750000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1454618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1454666.875000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1454667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1454710.375000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1454710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1454762.500000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1454762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1454823.875000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1454824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1454889.000000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1454889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1454937.375000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1454937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1454970.250000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1454970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1454975.500000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1454976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1454974.500000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1454974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1454980.375000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1454980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1454980.375000 Penalty: 4654.025879
	Iteration 31F: 3 clusters Score -1454980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 9979 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 2271 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 490 members 
Mstep: Class 64 contains 2222 members 
Mstep: Class 65 contains 12984 members 
Mstep: Class 66 contains 491 members 
Mstep: Class 67 contains 356 members 
Mstep: Class 68 contains 1985 members 
Mstep: Class 69 contains 1426 members 
Mstep: Class 70 contains 9615 members 
Entering Unmasked Estep 
Score: -134477680.000000 Penalty: 241698.718750
Splitting cluster 61 changes total score from -134464464.000000 to -134477680.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 62 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -1497472.500000 Penalty: 2328.074707
	Iteration 0F: 2 clusters Score -1497472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1488559.500000 Penalty: 4656.149414
	Iteration 0F: 3 clusters Score -1488560 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1491198.125000 Penalty: 4656.149414
	Iteration 1F: 3 clusters Score -1491198 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1491601.125000 Penalty: 4656.149414
	Iteration 2F: 3 clusters Score -1491601 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1491959.500000 Penalty: 4656.149414
	Iteration 3F: 3 clusters Score -1491960 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1492342.375000 Penalty: 4656.149414
	Iteration 4F: 3 clusters Score -1492342 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1492692.125000 Penalty: 4656.149414
	Iteration 5F: 3 clusters Score -1492692 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1493051.375000 Penalty: 4656.149414
	Iteration 6Q: 3 clusters Score -1493051 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1493413.125000 Penalty: 4656.149414
	Iteration 7Q: 3 clusters Score -1493413 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1493739.375000 Penalty: 4656.149414
	Iteration 8Q: 3 clusters Score -1493739 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1494019.875000 Penalty: 4656.149414
	Iteration 9Q: 3 clusters Score -1494020 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1494268.125000 Penalty: 4656.149414
	Iteration 10Q: 3 clusters Score -1494268 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1494473.750000 Penalty: 4656.149414
	Iteration 11Q: 3 clusters Score -1494474 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1494637.000000 Penalty: 4656.149414
	Iteration 12Q: 3 clusters Score -1494637 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1494775.500000 Penalty: 4656.149414
	Iteration 13Q: 3 clusters Score -1494776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1494895.125000 Penalty: 4656.149414
	Iteration 14Q: 3 clusters Score -1494895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1494972.250000 Penalty: 4656.149414
	Iteration 15Q: 3 clusters Score -1494972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1495039.625000 Penalty: 4656.149414
	Iteration 16Q: 3 clusters Score -1495040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1495092.000000 Penalty: 4656.149414
	Iteration 17Q: 3 clusters Score -1495092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1495148.625000 Penalty: 4656.149414
	Iteration 18Q: 3 clusters Score -1495149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1495197.250000 Penalty: 4656.149414
	Iteration 19Q: 3 clusters Score -1495197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1495238.750000 Penalty: 4656.149414
	Iteration 20F: 3 clusters Score -1495239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1495285.750000 Penalty: 4656.149414
	Iteration 21Q: 3 clusters Score -1495286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1495318.750000 Penalty: 4656.149414
	Iteration 22Q: 3 clusters Score -1495319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1495334.125000 Penalty: 4656.149414
	Iteration 23Q: 3 clusters Score -1495334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1495354.375000 Penalty: 4656.149414
	Iteration 24Q: 3 clusters Score -1495354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1495374.875000 Penalty: 4656.149414
	Iteration 25Q: 3 clusters Score -1495375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1495388.625000 Penalty: 4656.149414
	Iteration 26Q: 3 clusters Score -1495389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1495404.000000 Penalty: 4656.149414
	Iteration 27Q: 3 clusters Score -1495404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1495424.000000 Penalty: 4656.149414
	Iteration 28Q: 3 clusters Score -1495424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1495441.500000 Penalty: 4656.149414
	Iteration 29Q: 3 clusters Score -1495442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1495451.000000 Penalty: 4656.149414
	Iteration 30Q: 3 clusters Score -1495451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1495468.000000 Penalty: 4656.149414
	Iteration 31Q: 3 clusters Score -1495468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1495485.250000 Penalty: 4656.149414
	Iteration 32Q: 3 clusters Score -1495485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1495493.500000 Penalty: 4656.149414
	Iteration 33Q: 3 clusters Score -1495494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1495500.375000 Penalty: 4656.149414
	Iteration 34Q: 3 clusters Score -1495500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1495505.250000 Penalty: 4656.149414
	Iteration 35Q: 3 clusters Score -1495505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1495514.500000 Penalty: 4656.149414
	Iteration 36Q: 3 clusters Score -1495514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1495519.000000 Penalty: 4656.149414
	Iteration 37Q: 3 clusters Score -1495519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1495523.500000 Penalty: 4656.149414
	Iteration 38Q: 3 clusters Score -1495524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1495527.375000 Penalty: 4656.149414
	Iteration 39Q: 3 clusters Score -1495527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1495530.000000 Penalty: 4656.149414
	Iteration 40F: 3 clusters Score -1495530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1495533.125000 Penalty: 4656.149414
	Iteration 41Q: 3 clusters Score -1495533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1495540.750000 Penalty: 4656.149414
	Iteration 42Q: 3 clusters Score -1495541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1495546.625000 Penalty: 4656.149414
	Iteration 43Q: 3 clusters Score -1495547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1495548.875000 Penalty: 4656.149414
	Iteration 44Q: 3 clusters Score -1495549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1495550.250000 Penalty: 4656.149414
	Iteration 45Q: 3 clusters Score -1495550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1495552.000000 Penalty: 4656.149414
	Iteration 46Q: 3 clusters Score -1495552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1495552.875000 Penalty: 4656.149414
	Iteration 47Q: 3 clusters Score -1495553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1495553.750000 Penalty: 4656.149414
	Iteration 48Q: 3 clusters Score -1495554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1495556.125000 Penalty: 4656.149414
	Iteration 49Q: 3 clusters Score -1495556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1495554.125000 Penalty: 4656.149414
	Iteration 50Q: 3 clusters Score -1495554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1495556.250000 Penalty: 4656.149414
	Iteration 51Q: 3 clusters Score -1495556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1495559.625000 Penalty: 4656.149414
	Iteration 52Q: 3 clusters Score -1495560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1495563.250000 Penalty: 4656.149414
	Iteration 53Q: 3 clusters Score -1495563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1495563.250000 Penalty: 4656.149414
	Iteration 54F: 3 clusters Score -1495563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 135007 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 6877 members 
Mstep: Class 13 contains 241390 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 49552 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70490 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 47487 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 8483 members 
Mstep: Class 31 contains 2986 members 
Mstep: Class 32 contains 6540 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 5358 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4489 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 6987 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4459 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2022 members 
Mstep: Class 51 contains 8990 members 
Mstep: Class 52 contains 2476 members 
Mstep: Class 53 contains 10165 members 
Mstep: Class 54 contains 26529 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3191 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 9979 members 
Mstep: Class 59 contains 13163 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 2271 members 
Mstep: Class 62 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134479920.000000 Penalty: 241698.718750
Iteration 119Q: 71 clusters Score -1.344799e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 33142 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 135005 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 38104 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6949 members 
Mstep: Class 13 contains 241395 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 49554 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 28325 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70474 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 6020 members 
Mstep: Class 24 contains 23098 members 
Mstep: Class 25 contains 47486 members 
Mstep: Class 26 contains 68858 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5524 members 
Mstep: Class 29 contains 5481 members 
Mstep: Class 30 contains 8503 members 
Mstep: Class 31 contains 2981 members 
Mstep: Class 32 contains 6543 members 
Mstep: Class 33 contains 2896 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 5364 members 
Mstep: Class 36 contains 5903 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 37215 members 
Mstep: Class 39 contains 4512 members 
Mstep: Class 40 contains 385 members 
Mstep: Class 41 contains 6994 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4476 members 
Mstep: Class 45 contains 4295 members 
Mstep: Class 46 contains 8209 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5360 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2023 members 
Mstep: Class 51 contains 9031 members 
Mstep: Class 52 contains 2460 members 
Mstep: Class 53 contains 10262 members 
Mstep: Class 54 contains 26538 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3192 members 
Mstep: Class 57 contains 7232 members 
Mstep: Class 58 contains 9858 members 
Mstep: Class 59 contains 13161 members 
Mstep: Class 60 contains 1489 members 
Mstep: Class 61 contains 2358 members 
Mstep: Class 62 contains 11936 members 
Mstep: Class 63 contains 478 members 
Mstep: Class 64 contains 2142 members 
Mstep: Class 65 contains 12552 members 
Mstep: Class 66 contains 457 members 
Mstep: Class 67 contains 355 members 
Mstep: Class 68 contains 1963 members 
Mstep: Class 69 contains 1423 members 
Mstep: Class 70 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134482560.000000 Penalty: 241698.718750
Iteration 120F: 71 clusters Score -1.344826e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33046 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 134989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 37995 members 
Mstep: Class 10 contains 34161 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 241393 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 49554 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 28110 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70461 members 
Mstep: Class 22 contains 14191 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 23072 members 
Mstep: Class 25 contains 47448 members 
Mstep: Class 26 contains 68806 members 
Mstep: Class 27 contains 6958 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 5484 members 
Mstep: Class 30 contains 8525 members 
Mstep: Class 31 contains 2970 members 
Mstep: Class 32 contains 6545 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 5913 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 37215 members 
Mstep: Class 39 contains 4505 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 6992 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4494 members 
Mstep: Class 45 contains 4279 members 
Mstep: Class 46 contains 8195 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5312 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2024 members 
Mstep: Class 51 contains 8996 members 
Mstep: Class 52 contains 2461 members 
Mstep: Class 53 contains 10197 members 
Mstep: Class 54 contains 26545 members 
Mstep: Class 55 contains 6079 members 
Mstep: Class 56 contains 3194 members 
Mstep: Class 57 contains 7232 members 
Mstep: Class 58 contains 9660 members 
Mstep: Class 59 contains 13160 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 2367 members 
Mstep: Class 62 contains 11936 members 
Mstep: Class 63 contains 501 members 
Mstep: Class 64 contains 2277 members 
Mstep: Class 65 contains 12844 members 
Mstep: Class 66 contains 454 members 
Mstep: Class 67 contains 395 members 
Mstep: Class 68 contains 2107 members 
Mstep: Class 69 contains 1473 members 
Mstep: Class 70 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484256.000000 Penalty: 241698.718750
Iteration 121Q: 71 clusters Score -1.344843e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32969 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 134971 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 37963 members 
Mstep: Class 10 contains 34166 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 241393 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 49553 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 27948 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70452 members 
Mstep: Class 22 contains 14201 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 23061 members 
Mstep: Class 25 contains 47427 members 
Mstep: Class 26 contains 68759 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5524 members 
Mstep: Class 29 contains 5484 members 
Mstep: Class 30 contains 8553 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 6545 members 
Mstep: Class 33 contains 2983 members 
Mstep: Class 34 contains 1944 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3568 members 
Mstep: Class 38 contains 37214 members 
Mstep: Class 39 contains 4503 members 
Mstep: Class 40 contains 418 members 
Mstep: Class 41 contains 6991 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4503 members 
Mstep: Class 45 contains 4257 members 
Mstep: Class 46 contains 8187 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5303 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2029 members 
Mstep: Class 51 contains 8956 members 
Mstep: Class 52 contains 2460 members 
Mstep: Class 53 contains 10192 members 
Mstep: Class 54 contains 26555 members 
Mstep: Class 55 contains 6079 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7232 members 
Mstep: Class 58 contains 9533 members 
Mstep: Class 59 contains 13159 members 
Mstep: Class 60 contains 1488 members 
Mstep: Class 61 contains 2372 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 501 members 
Mstep: Class 64 contains 2333 members 
Mstep: Class 65 contains 13028 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 405 members 
Mstep: Class 68 contains 2190 members 
Mstep: Class 69 contains 1506 members 
Mstep: Class 70 contains 9616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484656.000000 Penalty: 241698.718750
Iteration 122Q: 71 clusters Score -1.344847e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32908 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 134962 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9779 members 
Mstep: Class 9 contains 37950 members 
Mstep: Class 10 contains 34172 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 241370 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 49555 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 27834 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 70438 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 23045 members 
Mstep: Class 25 contains 47411 members 
Mstep: Class 26 contains 68739 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 8575 members 
Mstep: Class 31 contains 3011 members 
Mstep: Class 32 contains 6548 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1945 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4505 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 6990 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4513 members 
Mstep: Class 45 contains 4235 members 
Mstep: Class 46 contains 8176 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5305 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2032 members 
Mstep: Class 51 contains 8937 members 
Mstep: Class 52 contains 2456 members 
Mstep: Class 53 contains 10203 members 
Mstep: Class 54 contains 26567 members 
Mstep: Class 55 contains 6078 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7233 members 
Mstep: Class 58 contains 9448 members 
Mstep: Class 59 contains 13157 members 
Mstep: Class 60 contains 1489 members 
Mstep: Class 61 contains 2380 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 507 members 
Mstep: Class 64 contains 2358 members 
Mstep: Class 65 contains 13131 members 
Mstep: Class 66 contains 437 members 
Mstep: Class 67 contains 406 members 
Mstep: Class 68 contains 2238 members 
Mstep: Class 69 contains 1525 members 
Mstep: Class 70 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485696.000000 Penalty: 241698.718750
Iteration 123Q: 71 clusters Score -1.344857e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32850 members 
Mstep: Class 3 contains 550 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 134940 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 37928 members 
Mstep: Class 10 contains 34177 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 241348 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 49559 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 27747 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 70420 members 
Mstep: Class 22 contains 14214 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 23034 members 
Mstep: Class 25 contains 47400 members 
Mstep: Class 26 contains 68729 members 
Mstep: Class 27 contains 6949 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 3019 members 
Mstep: Class 32 contains 6551 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 1946 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 5913 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 37215 members 
Mstep: Class 39 contains 4506 members 
Mstep: Class 40 contains 427 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4521 members 
Mstep: Class 45 contains 4222 members 
Mstep: Class 46 contains 8177 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5314 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2037 members 
Mstep: Class 51 contains 8922 members 
Mstep: Class 52 contains 2450 members 
Mstep: Class 53 contains 10209 members 
Mstep: Class 54 contains 26577 members 
Mstep: Class 55 contains 6076 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7234 members 
Mstep: Class 58 contains 9365 members 
Mstep: Class 59 contains 13155 members 
Mstep: Class 60 contains 1489 members 
Mstep: Class 61 contains 2386 members 
Mstep: Class 62 contains 11935 members 
Mstep: Class 63 contains 512 members 
Mstep: Class 64 contains 2372 members 
Mstep: Class 65 contains 13206 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 409 members 
Mstep: Class 68 contains 2274 members 
Mstep: Class 69 contains 1535 members 
Mstep: Class 70 contains 9795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485936.000000 Penalty: 241698.718750
Iteration 124Q: 71 clusters Score -1.344859e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 32807 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 134920 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 37906 members 
Mstep: Class 10 contains 34185 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 241333 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 49566 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 27677 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70407 members 
Mstep: Class 22 contains 14216 members 
Mstep: Class 23 contains 5773 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 47397 members 
Mstep: Class 26 contains 68723 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 8590 members 
Mstep: Class 31 contains 3027 members 
Mstep: Class 32 contains 6553 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 1947 members 
Mstep: Class 35 contains 5364 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 37220 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 424 members 
Mstep: Class 41 contains 6996 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4525 members 
Mstep: Class 45 contains 4209 members 
Mstep: Class 46 contains 8165 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5315 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2043 members 
Mstep: Class 51 contains 8898 members 
Mstep: Class 52 contains 2443 members 
Mstep: Class 53 contains 10214 members 
Mstep: Class 54 contains 26590 members 
Mstep: Class 55 contains 6072 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7234 members 
Mstep: Class 58 contains 9304 members 
Mstep: Class 59 contains 13153 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2389 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 516 members 
Mstep: Class 64 contains 2379 members 
Mstep: Class 65 contains 13269 members 
Mstep: Class 66 contains 430 members 
Mstep: Class 67 contains 412 members 
Mstep: Class 68 contains 2291 members 
Mstep: Class 69 contains 1554 members 
Mstep: Class 70 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486128.000000 Penalty: 241698.718750
Iteration 125Q: 71 clusters Score -1.344861e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32766 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 134903 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9826 members 
Mstep: Class 9 contains 37893 members 
Mstep: Class 10 contains 34187 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 241318 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 49573 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 27612 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70400 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 5759 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 47392 members 
Mstep: Class 26 contains 68714 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 8597 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3128 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5363 members 
Mstep: Class 36 contains 5910 members 
Mstep: Class 37 contains 3563 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 421 members 
Mstep: Class 41 contains 6996 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4526 members 
Mstep: Class 45 contains 4196 members 
Mstep: Class 46 contains 8157 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5314 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2051 members 
Mstep: Class 51 contains 8883 members 
Mstep: Class 52 contains 2436 members 
Mstep: Class 53 contains 10222 members 
Mstep: Class 54 contains 26606 members 
Mstep: Class 55 contains 6069 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 9265 members 
Mstep: Class 59 contains 13150 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2393 members 
Mstep: Class 62 contains 11933 members 
Mstep: Class 63 contains 523 members 
Mstep: Class 64 contains 2386 members 
Mstep: Class 65 contains 13336 members 
Mstep: Class 66 contains 430 members 
Mstep: Class 67 contains 413 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1571 members 
Mstep: Class 70 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486432.000000 Penalty: 241698.718750
Iteration 126Q: 71 clusters Score -1.344864e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 32732 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 134895 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 37888 members 
Mstep: Class 10 contains 34190 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 241303 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 49576 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 27560 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70390 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 5749 members 
Mstep: Class 24 contains 23014 members 
Mstep: Class 25 contains 47381 members 
Mstep: Class 26 contains 68716 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 8604 members 
Mstep: Class 31 contains 3035 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3146 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5362 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 37225 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4528 members 
Mstep: Class 45 contains 4183 members 
Mstep: Class 46 contains 8150 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5318 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2057 members 
Mstep: Class 51 contains 8872 members 
Mstep: Class 52 contains 2430 members 
Mstep: Class 53 contains 10236 members 
Mstep: Class 54 contains 26620 members 
Mstep: Class 55 contains 6066 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7229 members 
Mstep: Class 58 contains 9226 members 
Mstep: Class 59 contains 13146 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2396 members 
Mstep: Class 62 contains 11935 members 
Mstep: Class 63 contains 527 members 
Mstep: Class 64 contains 2389 members 
Mstep: Class 65 contains 13394 members 
Mstep: Class 66 contains 431 members 
Mstep: Class 67 contains 415 members 
Mstep: Class 68 contains 2306 members 
Mstep: Class 69 contains 1581 members 
Mstep: Class 70 contains 9949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486672.000000 Penalty: 241698.718750
Iteration 127Q: 71 clusters Score -1.344867e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32699 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 134886 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9855 members 
Mstep: Class 9 contains 37890 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 241283 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49583 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 27506 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70385 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 23004 members 
Mstep: Class 25 contains 47376 members 
Mstep: Class 26 contains 68718 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 8607 members 
Mstep: Class 31 contains 3039 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3168 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 5909 members 
Mstep: Class 37 contains 3559 members 
Mstep: Class 38 contains 37223 members 
Mstep: Class 39 contains 4511 members 
Mstep: Class 40 contains 414 members 
Mstep: Class 41 contains 6992 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4530 members 
Mstep: Class 45 contains 4178 members 
Mstep: Class 46 contains 8146 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5325 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 8862 members 
Mstep: Class 52 contains 2425 members 
Mstep: Class 53 contains 10247 members 
Mstep: Class 54 contains 26633 members 
Mstep: Class 55 contains 6063 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7229 members 
Mstep: Class 58 contains 9186 members 
Mstep: Class 59 contains 13146 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2401 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 533 members 
Mstep: Class 64 contains 2393 members 
Mstep: Class 65 contains 13439 members 
Mstep: Class 66 contains 431 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2313 members 
Mstep: Class 69 contains 1596 members 
Mstep: Class 70 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486928.000000 Penalty: 241698.718750
Iteration 128Q: 71 clusters Score -1.344869e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32670 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 134876 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 37895 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 241263 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 49588 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 27466 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70375 members 
Mstep: Class 22 contains 14216 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 22996 members 
Mstep: Class 25 contains 47372 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3182 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5359 members 
Mstep: Class 36 contains 5911 members 
Mstep: Class 37 contains 3554 members 
Mstep: Class 38 contains 37224 members 
Mstep: Class 39 contains 4511 members 
Mstep: Class 40 contains 410 members 
Mstep: Class 41 contains 6989 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4531 members 
Mstep: Class 45 contains 4176 members 
Mstep: Class 46 contains 8144 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5333 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2074 members 
Mstep: Class 51 contains 8862 members 
Mstep: Class 52 contains 2416 members 
Mstep: Class 53 contains 10261 members 
Mstep: Class 54 contains 26651 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7224 members 
Mstep: Class 58 contains 9157 members 
Mstep: Class 59 contains 13146 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2399 members 
Mstep: Class 62 contains 11939 members 
Mstep: Class 63 contains 538 members 
Mstep: Class 64 contains 2395 members 
Mstep: Class 65 contains 13470 members 
Mstep: Class 66 contains 430 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2316 members 
Mstep: Class 69 contains 1605 members 
Mstep: Class 70 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487024.000000 Penalty: 241698.718750
Iteration 129Q: 71 clusters Score -1.34487e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32634 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 6631 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 134868 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9863 members 
Mstep: Class 9 contains 37907 members 
Mstep: Class 10 contains 34194 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 7086 members 
Mstep: Class 13 contains 241253 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 49593 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 27436 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70364 members 
Mstep: Class 22 contains 14218 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 22993 members 
Mstep: Class 25 contains 47358 members 
Mstep: Class 26 contains 68717 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3193 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5357 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3548 members 
Mstep: Class 38 contains 37222 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 409 members 
Mstep: Class 41 contains 6988 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4172 members 
Mstep: Class 46 contains 8142 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5336 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2093 members 
Mstep: Class 51 contains 8865 members 
Mstep: Class 52 contains 2406 members 
Mstep: Class 53 contains 10270 members 
Mstep: Class 54 contains 26656 members 
Mstep: Class 55 contains 6059 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7224 members 
Mstep: Class 58 contains 9131 members 
Mstep: Class 59 contains 13144 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2401 members 
Mstep: Class 62 contains 11939 members 
Mstep: Class 63 contains 539 members 
Mstep: Class 64 contains 2396 members 
Mstep: Class 65 contains 13500 members 
Mstep: Class 66 contains 428 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2322 members 
Mstep: Class 69 contains 1608 members 
Mstep: Class 70 contains 10008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487040.000000 Penalty: 241698.718750
Iteration 130Q: 71 clusters Score -1.34487e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32615 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 134866 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 37910 members 
Mstep: Class 10 contains 34193 members 
Mstep: Class 11 contains 6212 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 241234 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 49596 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70357 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 22983 members 
Mstep: Class 25 contains 47356 members 
Mstep: Class 26 contains 68720 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 3046 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3212 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3539 members 
Mstep: Class 38 contains 37222 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 410 members 
Mstep: Class 41 contains 6985 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4167 members 
Mstep: Class 46 contains 8136 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5344 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2111 members 
Mstep: Class 51 contains 8860 members 
Mstep: Class 52 contains 2397 members 
Mstep: Class 53 contains 10279 members 
Mstep: Class 54 contains 26663 members 
Mstep: Class 55 contains 6059 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7222 members 
Mstep: Class 58 contains 9105 members 
Mstep: Class 59 contains 13144 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2402 members 
Mstep: Class 62 contains 11940 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2400 members 
Mstep: Class 65 contains 13532 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2330 members 
Mstep: Class 69 contains 1612 members 
Mstep: Class 70 contains 10017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487232.000000 Penalty: 241698.718750
Iteration 131Q: 71 clusters Score -1.344872e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32596 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 6643 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 134865 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9878 members 
Mstep: Class 9 contains 37913 members 
Mstep: Class 10 contains 34196 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 241225 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 49597 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27380 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70347 members 
Mstep: Class 22 contains 14224 members 
Mstep: Class 23 contains 5691 members 
Mstep: Class 24 contains 22970 members 
Mstep: Class 25 contains 47333 members 
Mstep: Class 26 contains 68721 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3049 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3226 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4509 members 
Mstep: Class 40 contains 411 members 
Mstep: Class 41 contains 6984 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4162 members 
Mstep: Class 46 contains 8134 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5344 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2132 members 
Mstep: Class 51 contains 8856 members 
Mstep: Class 52 contains 2380 members 
Mstep: Class 53 contains 10295 members 
Mstep: Class 54 contains 26672 members 
Mstep: Class 55 contains 6059 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7223 members 
Mstep: Class 58 contains 9079 members 
Mstep: Class 59 contains 13146 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11941 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2405 members 
Mstep: Class 65 contains 13547 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2340 members 
Mstep: Class 69 contains 1616 members 
Mstep: Class 70 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487264.000000 Penalty: 241698.718750
Iteration 132Q: 71 clusters Score -1.344873e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32590 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 134862 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9890 members 
Mstep: Class 9 contains 37913 members 
Mstep: Class 10 contains 34203 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 7098 members 
Mstep: Class 13 contains 241219 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 49596 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27348 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 70341 members 
Mstep: Class 22 contains 14229 members 
Mstep: Class 23 contains 5691 members 
Mstep: Class 24 contains 22960 members 
Mstep: Class 25 contains 47311 members 
Mstep: Class 26 contains 68724 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3050 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3235 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5912 members 
Mstep: Class 37 contains 3528 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4508 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 6988 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2764 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4158 members 
Mstep: Class 46 contains 8128 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5344 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2152 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2359 members 
Mstep: Class 53 contains 10308 members 
Mstep: Class 54 contains 26679 members 
Mstep: Class 55 contains 6059 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 9061 members 
Mstep: Class 59 contains 13144 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11940 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2406 members 
Mstep: Class 65 contains 13555 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2346 members 
Mstep: Class 69 contains 1619 members 
Mstep: Class 70 contains 10033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487104.000000 Penalty: 241698.718750
Iteration 133Q: 71 clusters Score -1.344871e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32584 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 134860 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9898 members 
Mstep: Class 9 contains 37931 members 
Mstep: Class 10 contains 34206 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 241205 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 49594 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27325 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70332 members 
Mstep: Class 22 contains 14230 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 22949 members 
Mstep: Class 25 contains 47300 members 
Mstep: Class 26 contains 68724 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3243 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5913 members 
Mstep: Class 37 contains 3524 members 
Mstep: Class 38 contains 37220 members 
Mstep: Class 39 contains 4508 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 6991 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2763 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4151 members 
Mstep: Class 46 contains 8118 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5347 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2172 members 
Mstep: Class 51 contains 8855 members 
Mstep: Class 52 contains 2336 members 
Mstep: Class 53 contains 10317 members 
Mstep: Class 54 contains 26690 members 
Mstep: Class 55 contains 6059 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7233 members 
Mstep: Class 58 contains 9040 members 
Mstep: Class 59 contains 13142 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11939 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2406 members 
Mstep: Class 65 contains 13566 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2350 members 
Mstep: Class 69 contains 1624 members 
Mstep: Class 70 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487472.000000 Penalty: 241698.718750
Iteration 134Q: 71 clusters Score -1.344875e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32574 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 134856 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 37942 members 
Mstep: Class 10 contains 34209 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 241189 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 49595 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27302 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70327 members 
Mstep: Class 22 contains 14233 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 47282 members 
Mstep: Class 26 contains 68722 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3254 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5913 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4508 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 6997 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4148 members 
Mstep: Class 46 contains 8114 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5353 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2190 members 
Mstep: Class 51 contains 8853 members 
Mstep: Class 52 contains 2315 members 
Mstep: Class 53 contains 10325 members 
Mstep: Class 54 contains 26705 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7235 members 
Mstep: Class 58 contains 9023 members 
Mstep: Class 59 contains 13140 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11940 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2407 members 
Mstep: Class 65 contains 13580 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2354 members 
Mstep: Class 69 contains 1629 members 
Mstep: Class 70 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487520.000000 Penalty: 241698.718750
Iteration 135Q: 71 clusters Score -1.344875e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32562 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 134841 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 37954 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 241179 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 49602 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27282 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70321 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 22941 members 
Mstep: Class 25 contains 47275 members 
Mstep: Class 26 contains 68724 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 3052 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3254 members 
Mstep: Class 34 contains 1949 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5914 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4508 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7001 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4145 members 
Mstep: Class 46 contains 8113 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5354 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2214 members 
Mstep: Class 51 contains 8853 members 
Mstep: Class 52 contains 2297 members 
Mstep: Class 53 contains 10337 members 
Mstep: Class 54 contains 26720 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7235 members 
Mstep: Class 58 contains 9013 members 
Mstep: Class 59 contains 13137 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11941 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2410 members 
Mstep: Class 65 contains 13585 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2360 members 
Mstep: Class 69 contains 1633 members 
Mstep: Class 70 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487296.000000 Penalty: 241698.718750
Iteration 136Q: 71 clusters Score -1.344873e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32551 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 134843 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 37965 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 49605 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27257 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70314 members 
Mstep: Class 22 contains 14239 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 22938 members 
Mstep: Class 25 contains 47270 members 
Mstep: Class 26 contains 68723 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 1950 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5914 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37222 members 
Mstep: Class 39 contains 4509 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7005 members 
Mstep: Class 42 contains 2671 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 8109 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5357 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2286 members 
Mstep: Class 53 contains 10348 members 
Mstep: Class 54 contains 26726 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7235 members 
Mstep: Class 58 contains 9002 members 
Mstep: Class 59 contains 13133 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11941 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2413 members 
Mstep: Class 65 contains 13590 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2360 members 
Mstep: Class 69 contains 1634 members 
Mstep: Class 70 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487264.000000 Penalty: 241698.718750
Iteration 137Q: 71 clusters Score -1.344873e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32545 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 134835 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 37964 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 6273 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 49607 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27246 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70310 members 
Mstep: Class 22 contains 14241 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 47265 members 
Mstep: Class 26 contains 68725 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3057 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3267 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5915 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37223 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7007 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 8109 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5358 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2276 members 
Mstep: Class 53 contains 10357 members 
Mstep: Class 54 contains 26733 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7234 members 
Mstep: Class 58 contains 8999 members 
Mstep: Class 59 contains 13127 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11943 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2415 members 
Mstep: Class 65 contains 13591 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1633 members 
Mstep: Class 70 contains 10057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487536.000000 Penalty: 241698.718750
Iteration 138Q: 71 clusters Score -1.344875e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32540 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 134833 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 37969 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 241170 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 49606 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27237 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70302 members 
Mstep: Class 22 contains 14243 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 47263 members 
Mstep: Class 26 contains 68720 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37225 members 
Mstep: Class 39 contains 4511 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7008 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4143 members 
Mstep: Class 46 contains 8109 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5357 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2265 members 
Mstep: Class 53 contains 10367 members 
Mstep: Class 54 contains 26739 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7232 members 
Mstep: Class 58 contains 8998 members 
Mstep: Class 59 contains 13126 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11945 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13587 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2360 members 
Mstep: Class 69 contains 1635 members 
Mstep: Class 70 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487296.000000 Penalty: 241698.718750
Iteration 139Q: 71 clusters Score -1.344873e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 134834 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 37973 members 
Mstep: Class 10 contains 34208 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 241168 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 49608 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27230 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70297 members 
Mstep: Class 22 contains 14244 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 47257 members 
Mstep: Class 26 contains 68720 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37224 members 
Mstep: Class 39 contains 4512 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7010 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4143 members 
Mstep: Class 46 contains 8107 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5358 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2259 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2262 members 
Mstep: Class 53 contains 10378 members 
Mstep: Class 54 contains 26740 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8999 members 
Mstep: Class 59 contains 13121 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11945 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13592 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 68 contains 2360 members 
Mstep: Class 69 contains 1632 members 
Mstep: Class 70 contains 10060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487216.000000 Penalty: 241698.718750
Iteration 140F: 71 clusters Score -1.344872e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32527 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 6652 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 134833 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 37979 members 
Mstep: Class 10 contains 34209 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 241171 members 
Mstep: Class 14 contains 1226 members 
Mstep: Class 15 contains 49608 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27215 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70290 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 47249 members 
Mstep: Class 26 contains 68724 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37222 members 
Mstep: Class 39 contains 4512 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4143 members 
Mstep: Class 46 contains 8106 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5360 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2263 members 
Mstep: Class 51 contains 8852 members 
Mstep: Class 52 contains 2259 members 
Mstep: Class 53 contains 10382 members 
Mstep: Class 54 contains 26745 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7229 members 
Mstep: Class 58 contains 8999 members 
Mstep: Class 59 contains 13120 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11945 members 
Mstep: Class 63 contains 542 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13599 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2359 members 
Mstep: Class 69 contains 1632 members 
Mstep: Class 70 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487472.000000 Penalty: 241698.718750
Iteration 141Q: 71 clusters Score -1.344875e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32525 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 134831 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 34209 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 241171 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27208 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70286 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5656 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 47243 members 
Mstep: Class 26 contains 68721 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3280 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37221 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 415 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4143 members 
Mstep: Class 46 contains 8107 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5358 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2258 members 
Mstep: Class 53 contains 10387 members 
Mstep: Class 54 contains 26749 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8992 members 
Mstep: Class 59 contains 13119 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11946 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13600 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2359 members 
Mstep: Class 69 contains 1636 members 
Mstep: Class 70 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487664.000000 Penalty: 241698.718750
Iteration 142Q: 71 clusters Score -1.344877e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32526 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 134830 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 37974 members 
Mstep: Class 10 contains 34209 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 241174 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49615 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27206 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70275 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 47232 members 
Mstep: Class 26 contains 68718 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37219 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4532 members 
Mstep: Class 45 contains 4144 members 
Mstep: Class 46 contains 8105 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5357 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2271 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2258 members 
Mstep: Class 53 contains 10391 members 
Mstep: Class 54 contains 26755 members 
Mstep: Class 55 contains 6058 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8983 members 
Mstep: Class 59 contains 13119 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11948 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13600 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1635 members 
Mstep: Class 70 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487584.000000 Penalty: 241698.718750
Iteration 143Q: 71 clusters Score -1.344876e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32525 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 134828 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 37974 members 
Mstep: Class 10 contains 34209 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241174 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49621 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 27204 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70262 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 22927 members 
Mstep: Class 25 contains 47228 members 
Mstep: Class 26 contains 68715 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3297 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3521 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4143 members 
Mstep: Class 46 contains 8105 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5355 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2257 members 
Mstep: Class 53 contains 10396 members 
Mstep: Class 54 contains 26762 members 
Mstep: Class 55 contains 6057 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8970 members 
Mstep: Class 59 contains 13120 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11951 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13602 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2362 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487680.000000 Penalty: 241698.718750
Iteration 144Q: 71 clusters Score -1.344877e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32524 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 134824 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9958 members 
Mstep: Class 9 contains 37972 members 
Mstep: Class 10 contains 34211 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241171 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49621 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27205 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70256 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 22925 members 
Mstep: Class 25 contains 47228 members 
Mstep: Class 26 contains 68714 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3304 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5916 members 
Mstep: Class 37 contains 3520 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4141 members 
Mstep: Class 46 contains 8105 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2275 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2258 members 
Mstep: Class 53 contains 10399 members 
Mstep: Class 54 contains 26768 members 
Mstep: Class 55 contains 6055 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8965 members 
Mstep: Class 59 contains 13121 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13604 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2362 members 
Mstep: Class 69 contains 1637 members 
Mstep: Class 70 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487568.000000 Penalty: 241698.718750
Iteration 145Q: 71 clusters Score -1.344876e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32523 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 134821 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9968 members 
Mstep: Class 9 contains 37974 members 
Mstep: Class 10 contains 34211 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241170 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27202 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70249 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3520 members 
Mstep: Class 38 contains 37218 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4140 members 
Mstep: Class 46 contains 8101 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2278 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2257 members 
Mstep: Class 53 contains 10401 members 
Mstep: Class 54 contains 26772 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8959 members 
Mstep: Class 59 contains 13120 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2415 members 
Mstep: Class 65 contains 13608 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2364 members 
Mstep: Class 69 contains 1634 members 
Mstep: Class 70 contains 10077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487616.000000 Penalty: 241698.718750
Iteration 146Q: 71 clusters Score -1.344876e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32522 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 134818 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 37976 members 
Mstep: Class 10 contains 34212 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241172 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 49625 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27196 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70244 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 47224 members 
Mstep: Class 26 contains 68709 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3520 members 
Mstep: Class 38 contains 37216 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4139 members 
Mstep: Class 46 contains 8098 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2279 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2257 members 
Mstep: Class 53 contains 10403 members 
Mstep: Class 54 contains 26775 members 
Mstep: Class 55 contains 6047 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8952 members 
Mstep: Class 59 contains 13118 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2416 members 
Mstep: Class 65 contains 13612 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2364 members 
Mstep: Class 69 contains 1634 members 
Mstep: Class 70 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487776.000000 Penalty: 241698.718750
Iteration 147Q: 71 clusters Score -1.344878e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32519 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 134815 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9990 members 
Mstep: Class 9 contains 37976 members 
Mstep: Class 10 contains 34212 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241174 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 49626 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27190 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70239 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 22927 members 
Mstep: Class 25 contains 47223 members 
Mstep: Class 26 contains 68705 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3324 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3520 members 
Mstep: Class 38 contains 37216 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8095 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5350 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2281 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2255 members 
Mstep: Class 53 contains 10404 members 
Mstep: Class 54 contains 26780 members 
Mstep: Class 55 contains 6044 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8940 members 
Mstep: Class 59 contains 13116 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13616 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2366 members 
Mstep: Class 69 contains 1633 members 
Mstep: Class 70 contains 10078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487824.000000 Penalty: 241698.718750
Iteration 148Q: 71 clusters Score -1.344878e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32518 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 134810 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 37977 members 
Mstep: Class 10 contains 34213 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241175 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27186 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70233 members 
Mstep: Class 22 contains 14246 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 47226 members 
Mstep: Class 26 contains 68703 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3330 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3520 members 
Mstep: Class 38 contains 37215 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7012 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8094 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5348 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2281 members 
Mstep: Class 51 contains 8851 members 
Mstep: Class 52 contains 2254 members 
Mstep: Class 53 contains 10405 members 
Mstep: Class 54 contains 26785 members 
Mstep: Class 55 contains 6040 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8937 members 
Mstep: Class 59 contains 13116 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13618 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2365 members 
Mstep: Class 69 contains 1633 members 
Mstep: Class 70 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487552.000000 Penalty: 241698.718750
Iteration 149Q: 71 clusters Score -1.344876e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32516 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134806 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 37981 members 
Mstep: Class 10 contains 34213 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241178 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27177 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70224 members 
Mstep: Class 22 contains 14247 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 47231 members 
Mstep: Class 26 contains 68701 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3519 members 
Mstep: Class 38 contains 37214 members 
Mstep: Class 39 contains 4513 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8092 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5348 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2282 members 
Mstep: Class 51 contains 8850 members 
Mstep: Class 52 contains 2252 members 
Mstep: Class 53 contains 10406 members 
Mstep: Class 54 contains 26790 members 
Mstep: Class 55 contains 6041 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8930 members 
Mstep: Class 59 contains 13116 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13622 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2364 members 
Mstep: Class 69 contains 1636 members 
Mstep: Class 70 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487616.000000 Penalty: 241698.718750
Iteration 150Q: 71 clusters Score -1.344876e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32514 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134804 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10001 members 
Mstep: Class 9 contains 37985 members 
Mstep: Class 10 contains 34215 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 241179 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 49625 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27172 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70219 members 
Mstep: Class 22 contains 14248 members 
Mstep: Class 23 contains 5637 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 47228 members 
Mstep: Class 26 contains 68702 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3343 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 37214 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8091 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5348 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2286 members 
Mstep: Class 51 contains 8848 members 
Mstep: Class 52 contains 2251 members 
Mstep: Class 53 contains 10406 members 
Mstep: Class 54 contains 26789 members 
Mstep: Class 55 contains 6039 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8921 members 
Mstep: Class 59 contains 13116 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13627 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2363 members 
Mstep: Class 69 contains 1637 members 
Mstep: Class 70 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487568.000000 Penalty: 241698.718750
Iteration 151Q: 71 clusters Score -1.344876e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32513 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134801 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10004 members 
Mstep: Class 9 contains 37988 members 
Mstep: Class 10 contains 34217 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241179 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 49627 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27166 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70213 members 
Mstep: Class 22 contains 14249 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47224 members 
Mstep: Class 26 contains 68702 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6553 members 
Mstep: Class 33 contains 3349 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3515 members 
Mstep: Class 38 contains 37214 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8091 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5348 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2291 members 
Mstep: Class 51 contains 8846 members 
Mstep: Class 52 contains 2248 members 
Mstep: Class 53 contains 10408 members 
Mstep: Class 54 contains 26790 members 
Mstep: Class 55 contains 6039 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8917 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1490 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13631 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2364 members 
Mstep: Class 69 contains 1636 members 
Mstep: Class 70 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487616.000000 Penalty: 241698.718750
Iteration 152Q: 71 clusters Score -1.344876e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32508 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134801 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10009 members 
Mstep: Class 9 contains 37990 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241179 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 49625 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27160 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70209 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47227 members 
Mstep: Class 26 contains 68703 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6552 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3513 members 
Mstep: Class 38 contains 37213 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8091 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5348 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2292 members 
Mstep: Class 51 contains 8846 members 
Mstep: Class 52 contains 2244 members 
Mstep: Class 53 contains 10410 members 
Mstep: Class 54 contains 26790 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8910 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1491 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2417 members 
Mstep: Class 65 contains 13636 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2363 members 
Mstep: Class 69 contains 1634 members 
Mstep: Class 70 contains 10080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487680.000000 Penalty: 241698.718750
Iteration 153Q: 71 clusters Score -1.344877e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32505 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134802 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 37996 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241179 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27149 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3730 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70205 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 47230 members 
Mstep: Class 26 contains 68706 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6553 members 
Mstep: Class 33 contains 3366 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3511 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8091 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5347 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2294 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2242 members 
Mstep: Class 53 contains 10412 members 
Mstep: Class 54 contains 26790 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8900 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13643 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2364 members 
Mstep: Class 69 contains 1635 members 
Mstep: Class 70 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487792.000000 Penalty: 241698.718750
Iteration 154Q: 71 clusters Score -1.344878e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32502 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134802 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10013 members 
Mstep: Class 9 contains 38004 members 
Mstep: Class 10 contains 34218 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241175 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27139 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 70203 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 47227 members 
Mstep: Class 26 contains 68711 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3373 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5347 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2299 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2240 members 
Mstep: Class 53 contains 10412 members 
Mstep: Class 54 contains 26792 members 
Mstep: Class 55 contains 6034 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8894 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13648 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1638 members 
Mstep: Class 70 contains 10083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487664.000000 Penalty: 241698.718750
Iteration 155Q: 71 clusters Score -1.344877e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 32500 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134799 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 38007 members 
Mstep: Class 10 contains 34218 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241176 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27133 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3736 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70203 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 47226 members 
Mstep: Class 26 contains 68714 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3381 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3506 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8090 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5349 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2235 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26792 members 
Mstep: Class 55 contains 6033 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7230 members 
Mstep: Class 58 contains 8883 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13649 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2362 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487744.000000 Penalty: 241698.718750
Iteration 156Q: 71 clusters Score -1.344877e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134797 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 38006 members 
Mstep: Class 10 contains 34218 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241176 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27130 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70202 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68715 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3391 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8090 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2236 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26792 members 
Mstep: Class 55 contains 6034 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 13115 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13649 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2362 members 
Mstep: Class 69 contains 1641 members 
Mstep: Class 70 contains 10088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487728.000000 Penalty: 241698.718750
Iteration 157Q: 71 clusters Score -1.344877e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 38008 members 
Mstep: Class 10 contains 34218 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241176 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 49623 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27129 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70201 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 47224 members 
Mstep: Class 26 contains 68714 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3398 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8090 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5354 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2231 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26792 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8867 members 
Mstep: Class 59 contains 13114 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13650 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2362 members 
Mstep: Class 69 contains 1640 members 
Mstep: Class 70 contains 10089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487584.000000 Penalty: 241698.718750
Iteration 158Q: 71 clusters Score -1.344876e+08 nChanged 34
Entering ConstructFrom: 
Score: -134487584.000000 Penalty: 241698.718750
Entering ConstructFrom: 
Trying to split cluster 1 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -431523.750000 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -431523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -427928.781250 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -427928.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -428717.031250 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -428717 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -428918.812500 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -428918.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -429060.000000 Penalty: 4049.031982
	Iteration 3F: 3 clusters Score -429060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -429168.656250 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -429168.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -429249.375000 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -429249.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -429295.343750 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -429295.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -429337.250000 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -429337.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -429374.343750 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -429374.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -429400.093750 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -429400.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -429423.656250 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -429423.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -429442.000000 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -429442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -429462.468750 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -429462.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -429482.406250 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -429482.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -429504.218750 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -429504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -429515.156250 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -429515.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -429530.125000 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -429530.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -429543.687500 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -429543.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -429553.062500 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -429553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -429560.750000 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -429560.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -429568.812500 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -429568.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -429579.156250 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -429579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -429583.875000 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -429583.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -429589.281250 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -429589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -429591.062500 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -429591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429591.656250 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -429591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -429593.031250 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -429593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -429594.906250 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -429594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -429599.187500 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -429599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -429603.531250 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -429603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -429608.750000 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -429608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -429612.593750 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -429612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -429615.968750 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -429616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -429620.562500 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -429620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -429621.968750 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -429622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -429625.531250 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -429625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -429628.406250 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -429628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -429631.156250 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -429631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -429633.125000 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -429633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -429636.000000 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -429636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -429640.843750 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -429640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -429645.000000 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -429645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -429647.906250 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -429647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -429649.031250 Penalty: 4049.031982
	Iteration 43Q: 3 clusters Score -429649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -429649.437500 Penalty: 4049.031982
	Iteration 44Q: 3 clusters Score -429649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -429650.843750 Penalty: 4049.031982
	Iteration 45Q: 3 clusters Score -429650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -429654.625000 Penalty: 4049.031982
	Iteration 46Q: 3 clusters Score -429654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -429655.656250 Penalty: 4049.031982
	Iteration 47Q: 3 clusters Score -429655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -429657.406250 Penalty: 4049.031982
	Iteration 48Q: 3 clusters Score -429657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -429659.281250 Penalty: 4049.031982
	Iteration 49Q: 3 clusters Score -429659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -429660.625000 Penalty: 4049.031982
	Iteration 50Q: 3 clusters Score -429660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -429660.625000 Penalty: 4049.031982
	Iteration 51F: 3 clusters Score -429660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Entering Unmasked Estep 
Score: -4025243.250000 Penalty: 2576.463135
	Iteration 0F: 2 clusters Score -4025243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4003200.250000 Penalty: 5152.926270
	Iteration 0F: 3 clusters Score -4003200 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4011097.750000 Penalty: 5152.926270
	Iteration 1F: 3 clusters Score -4011098 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4011691.250000 Penalty: 5152.926270
	Iteration 2F: 3 clusters Score -4011691 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4012325.250000 Penalty: 5152.926270
	Iteration 3Q: 3 clusters Score -4012325 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4012932.250000 Penalty: 5152.926270
	Iteration 4Q: 3 clusters Score -4012932 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4013643.000000 Penalty: 5152.926270
	Iteration 5Q: 3 clusters Score -4013643 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4014495.500000 Penalty: 5152.926270
	Iteration 6Q: 3 clusters Score -4014496 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4015576.500000 Penalty: 5152.926270
	Iteration 7F: 3 clusters Score -4015576 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4017018.250000 Penalty: 5152.926270
	Iteration 8F: 3 clusters Score -4017018 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4018918.750000 Penalty: 5152.926270
	Iteration 9F: 3 clusters Score -4018919 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4020957.500000 Penalty: 5152.926270
	Iteration 10F: 3 clusters Score -4020958 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4022649.250000 Penalty: 5152.926270
	Iteration 11F: 3 clusters Score -4022649 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4023850.250000 Penalty: 5152.926270
	Iteration 12Q: 3 clusters Score -4023850 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4024621.000000 Penalty: 5152.926270
	Iteration 13Q: 3 clusters Score -4024621 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4025070.000000 Penalty: 5152.926270
	Iteration 14Q: 3 clusters Score -4025070 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4025325.500000 Penalty: 5152.926270
	Iteration 15Q: 3 clusters Score -4025326 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4025465.750000 Penalty: 5152.926270
	Iteration 16Q: 3 clusters Score -4025466 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4025587.500000 Penalty: 5152.926270
	Iteration 17Q: 3 clusters Score -4025588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4025673.500000 Penalty: 5152.926270
	Iteration 18Q: 3 clusters Score -4025674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4025744.000000 Penalty: 5152.926270
	Iteration 19Q: 3 clusters Score -4025744 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4025802.750000 Penalty: 5152.926270
	Iteration 20F: 3 clusters Score -4025803 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4025843.750000 Penalty: 5152.926270
	Iteration 21Q: 3 clusters Score -4025844 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4025892.750000 Penalty: 5152.926270
	Iteration 22Q: 3 clusters Score -4025893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4025918.000000 Penalty: 5152.926270
	Iteration 23Q: 3 clusters Score -4025918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4025945.000000 Penalty: 5152.926270
	Iteration 24Q: 3 clusters Score -4025945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4025954.000000 Penalty: 5152.926270
	Iteration 25Q: 3 clusters Score -4025954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4025971.000000 Penalty: 5152.926270
	Iteration 26Q: 3 clusters Score -4025971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4025986.500000 Penalty: 5152.926270
	Iteration 27Q: 3 clusters Score -4025986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4025987.500000 Penalty: 5152.926270
	Iteration 28Q: 3 clusters Score -4025988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4026002.000000 Penalty: 5152.926270
	Iteration 29Q: 3 clusters Score -4026002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4025992.250000 Penalty: 5152.926270
	Iteration 30Q: 3 clusters Score -4025992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4025998.500000 Penalty: 5152.926270
	Iteration 31Q: 3 clusters Score -4025998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4026002.750000 Penalty: 5152.926270
	Iteration 32Q: 3 clusters Score -4026003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -4026003.750000 Penalty: 5152.926270
	Iteration 33Q: 3 clusters Score -4026004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4026019.000000 Penalty: 5152.926270
	Iteration 34Q: 3 clusters Score -4026019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4026005.250000 Penalty: 5152.926270
	Iteration 35Q: 3 clusters Score -4026005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4026014.000000 Penalty: 5152.926270
	Iteration 36Q: 3 clusters Score -4026014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4026012.000000 Penalty: 5152.926270
	Iteration 37Q: 3 clusters Score -4026012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4026014.500000 Penalty: 5152.926270
	Iteration 38Q: 3 clusters Score -4026014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4026018.000000 Penalty: 5152.926270
	Iteration 39Q: 3 clusters Score -4026018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4026014.000000 Penalty: 5152.926270
	Iteration 40F: 3 clusters Score -4026014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4026015.250000 Penalty: 5152.926270
	Iteration 41Q: 3 clusters Score -4026015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4026012.250000 Penalty: 5152.926270
	Iteration 42Q: 3 clusters Score -4026012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4026012.750000 Penalty: 5152.926270
	Iteration 43Q: 3 clusters Score -4026013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4026006.000000 Penalty: 5152.926270
	Iteration 44Q: 3 clusters Score -4026006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -4026010.500000 Penalty: 5152.926270
	Iteration 45Q: 3 clusters Score -4026010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4026009.500000 Penalty: 5152.926270
	Iteration 46Q: 3 clusters Score -4026010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4026011.000000 Penalty: 5152.926270
	Iteration 47Q: 3 clusters Score -4026011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4026012.250000 Penalty: 5152.926270
	Iteration 48Q: 3 clusters Score -4026012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4026012.250000 Penalty: 5152.926270
	Iteration 49F: 3 clusters Score -4026012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 21813 members 
Entering Unmasked Estep 
Score: -134487456.000000 Penalty: 245151.562500
Splitting cluster 2 changes total score from -134487584.000000 to -134487456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -48836.613281 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -48836.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47393.976562 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -47393.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47805.773438 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -47805.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48049.542969 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -48049.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48394.757812 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -48394.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48895.457031 Penalty: 3116.004150
	Iteration 4F: 3 clusters Score -48895.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49489.792969 Penalty: 3116.004150
	Iteration 5F: 3 clusters Score -49489.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49854.656250 Penalty: 3116.004150
	Iteration 6F: 3 clusters Score -49854.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49956.937500 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -49956.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49962.949219 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -49962.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49967.480469 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -49967.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49970.140625 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -49970.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49970.140625 Penalty: 3116.004150
	Iteration 11F: 3 clusters Score -49970.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 263 members 
Entering Unmasked Estep 
Score: -134486592.000000 Penalty: 245151.562500
Splitting cluster 3 changes total score from -134487584.000000 to -134486592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -828194.687500 Penalty: 2183.137451
	Iteration 0F: 2 clusters Score -828194.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -822659.812500 Penalty: 4366.274902
	Iteration 0F: 3 clusters Score -822659.8 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -824053.562500 Penalty: 4366.274902
	Iteration 1F: 3 clusters Score -824053.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -824265.375000 Penalty: 4366.274902
	Iteration 2F: 3 clusters Score -824265.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -824409.125000 Penalty: 4366.274902
	Iteration 3Q: 3 clusters Score -824409.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -824525.375000 Penalty: 4366.274902
	Iteration 4Q: 3 clusters Score -824525.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -824622.812500 Penalty: 4366.274902
	Iteration 5Q: 3 clusters Score -824622.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -824706.562500 Penalty: 4366.274902
	Iteration 6Q: 3 clusters Score -824706.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -824776.125000 Penalty: 4366.274902
	Iteration 7Q: 3 clusters Score -824776.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -824843.500000 Penalty: 4366.274902
	Iteration 8Q: 3 clusters Score -824843.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -824914.125000 Penalty: 4366.274902
	Iteration 9Q: 3 clusters Score -824914.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -824995.312500 Penalty: 4366.274902
	Iteration 10Q: 3 clusters Score -824995.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -825065.500000 Penalty: 4366.274902
	Iteration 11Q: 3 clusters Score -825065.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -825149.375000 Penalty: 4366.274902
	Iteration 12Q: 3 clusters Score -825149.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -825271.875000 Penalty: 4366.274902
	Iteration 13Q: 3 clusters Score -825271.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -825393.562500 Penalty: 4366.274902
	Iteration 14Q: 3 clusters Score -825393.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -825496.125000 Penalty: 4366.274902
	Iteration 15Q: 3 clusters Score -825496.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -825573.000000 Penalty: 4366.274902
	Iteration 16Q: 3 clusters Score -825573 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -825644.000000 Penalty: 4366.274902
	Iteration 17Q: 3 clusters Score -825644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -825701.062500 Penalty: 4366.274902
	Iteration 18Q: 3 clusters Score -825701.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -825747.812500 Penalty: 4366.274902
	Iteration 19Q: 3 clusters Score -825747.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -825781.375000 Penalty: 4366.274902
	Iteration 20F: 3 clusters Score -825781.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -825814.000000 Penalty: 4366.274902
	Iteration 21Q: 3 clusters Score -825814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -825848.750000 Penalty: 4366.274902
	Iteration 22Q: 3 clusters Score -825848.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -825875.125000 Penalty: 4366.274902
	Iteration 23Q: 3 clusters Score -825875.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -825893.750000 Penalty: 4366.274902
	Iteration 24Q: 3 clusters Score -825893.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -825913.750000 Penalty: 4366.274902
	Iteration 25Q: 3 clusters Score -825913.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -825927.125000 Penalty: 4366.274902
	Iteration 26Q: 3 clusters Score -825927.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -825937.187500 Penalty: 4366.274902
	Iteration 27Q: 3 clusters Score -825937.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -825946.687500 Penalty: 4366.274902
	Iteration 28Q: 3 clusters Score -825946.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -825956.437500 Penalty: 4366.274902
	Iteration 29Q: 3 clusters Score -825956.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -825965.312500 Penalty: 4366.274902
	Iteration 30Q: 3 clusters Score -825965.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -825978.875000 Penalty: 4366.274902
	Iteration 31Q: 3 clusters Score -825978.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -825987.375000 Penalty: 4366.274902
	Iteration 32Q: 3 clusters Score -825987.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -825997.000000 Penalty: 4366.274902
	Iteration 33Q: 3 clusters Score -825997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -826006.250000 Penalty: 4366.274902
	Iteration 34Q: 3 clusters Score -826006.2 nChanged 23
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: -826014.500000 Penalty: 4366.274902
	Iteration 35Q: 3 clusters Score -826014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -826019.437500 Penalty: 4366.274902
	Iteration 36Q: 3 clusters Score -826019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -826023.375000 Penalty: 4366.274902
	Iteration 37Q: 3 clusters Score -826023.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -826029.000000 Penalty: 4366.274902
	Iteration 38Q: 3 clusters Score -826029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -826039.062500 Penalty: 4366.274902
	Iteration 39Q: 3 clusters Score -826039.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -826042.625000 Penalty: 4366.274902
	Iteration 40F: 3 clusters Score -826042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -826047.812500 Penalty: 4366.274902
	Iteration 41Q: 3 clusters Score -826047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -826052.750000 Penalty: 4366.274902
	Iteration 42Q: 3 clusters Score -826052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -826059.250000 Penalty: 4366.274902
	Iteration 43Q: 3 clusters Score -826059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -826068.062500 Penalty: 4366.274902
	Iteration 44Q: 3 clusters Score -826068.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -826073.625000 Penalty: 4366.274902
	Iteration 45Q: 3 clusters Score -826073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -826079.375000 Penalty: 4366.274902
	Iteration 46Q: 3 clusters Score -826079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -826084.875000 Penalty: 4366.274902
	Iteration 47Q: 3 clusters Score -826084.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -826090.875000 Penalty: 4366.274902
	Iteration 48Q: 3 clusters Score -826090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -826093.125000 Penalty: 4366.274902
	Iteration 49Q: 3 clusters Score -826093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -826099.000000 Penalty: 4366.274902
	Iteration 50Q: 3 clusters Score -826099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -826104.562500 Penalty: 4366.274902
	Iteration 51Q: 3 clusters Score -826104.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -826107.937500 Penalty: 4366.274902
	Iteration 52Q: 3 clusters Score -826107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -826111.812500 Penalty: 4366.274902
	Iteration 53Q: 3 clusters Score -826111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -826114.375000 Penalty: 4366.274902
	Iteration 54Q: 3 clusters Score -826114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -826116.250000 Penalty: 4366.274902
	Iteration 55Q: 3 clusters Score -826116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -826117.625000 Penalty: 4366.274902
	Iteration 56Q: 3 clusters Score -826117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -826119.687500 Penalty: 4366.274902
	Iteration 57Q: 3 clusters Score -826119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -826119.937500 Penalty: 4366.274902
	Iteration 58Q: 3 clusters Score -826119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -826119.875000 Penalty: 4366.274902
	Iteration 59Q: 3 clusters Score -826119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -826120.687500 Penalty: 4366.274902
	Iteration 60F: 3 clusters Score -826120.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -826124.062500 Penalty: 4366.274902
	Iteration 61Q: 3 clusters Score -826124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -826125.125000 Penalty: 4366.274902
	Iteration 62Q: 3 clusters Score -826125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -826127.125000 Penalty: 4366.274902
	Iteration 63Q: 3 clusters Score -826127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -826129.687500 Penalty: 4366.274902
	Iteration 64Q: 3 clusters Score -826129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -826131.875000 Penalty: 4366.274902
	Iteration 65Q: 3 clusters Score -826131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -826131.750000 Penalty: 4366.274902
	Iteration 66Q: 3 clusters Score -826131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -826132.437500 Penalty: 4366.274902
	Iteration 67Q: 3 clusters Score -826132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -826134.375000 Penalty: 4366.274902
	Iteration 68Q: 3 clusters Score -826134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -826134.312500 Penalty: 4366.274902
	Iteration 69Q: 3 clusters Score -826134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -826133.687500 Penalty: 4366.274902
	Iteration 70Q: 3 clusters Score -826133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -826133.500000 Penalty: 4366.274902
	Iteration 71Q: 3 clusters Score -826133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -826133.812500 Penalty: 4366.274902
	Iteration 72Q: 3 clusters Score -826133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -826133.812500 Penalty: 4366.274902
	Iteration 73F: 3 clusters Score -826133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -331027.312500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -331027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -327929.125000 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -327929.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -328607.062500 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -328607.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -328810.875000 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -328810.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -328947.156250 Penalty: 3917.795898
	Iteration 3F: 3 clusters Score -328947.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -329069.593750 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -329069.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -329164.312500 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -329164.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329256.843750 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -329256.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -329326.406250 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -329326.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -329368.187500 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -329368.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -329398.281250 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -329398.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -329427.156250 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -329427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -329451.437500 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -329451.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -329472.687500 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -329472.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -329486.656250 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -329486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -329507.000000 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -329507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -329525.031250 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -329525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -329541.250000 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -329541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -329545.531250 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -329545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -329549.906250 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -329549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -329553.812500 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -329553.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -329556.750000 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -329556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -329561.875000 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -329561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -329565.687500 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -329565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -329566.062500 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -329566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -329566.062500 Penalty: 3917.795898
	Iteration 24F: 3 clusters Score -329566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Entering Unmasked Estep 
Score: -16847522.000000 Penalty: 2929.260254
	Iteration 0F: 2 clusters Score -1.684752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -16757175.000000 Penalty: 5858.520508
	Iteration 0F: 3 clusters Score -1.675718e+07 nChanged 64166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -16794074.000000 Penalty: 5858.520508
	Iteration 1F: 3 clusters Score -1.679407e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -16794654.000000 Penalty: 5858.520508
	Iteration 2Q: 3 clusters Score -1.679465e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -16795274.000000 Penalty: 5858.520508
	Iteration 3Q: 3 clusters Score -1.679527e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -16796026.000000 Penalty: 5858.520508
	Iteration 4Q: 3 clusters Score -1.679603e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -16796532.000000 Penalty: 5858.520508
	Iteration 5Q: 3 clusters Score -1.679653e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -16797206.000000 Penalty: 5858.520508
	Iteration 6Q: 3 clusters Score -1.679721e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -16798094.000000 Penalty: 5858.520508
	Iteration 7Q: 3 clusters Score -1.679809e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -16799346.000000 Penalty: 5858.520508
	Iteration 8Q: 3 clusters Score -1.679935e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -16800960.000000 Penalty: 5858.520508
	Iteration 9Q: 3 clusters Score -1.680096e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -16803332.000000 Penalty: 5858.520508
	Iteration 10Q: 3 clusters Score -1.680333e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -16806272.000000 Penalty: 5858.520508
	Iteration 11Q: 3 clusters Score -1.680627e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -16810108.000000 Penalty: 5858.520508
	Iteration 12F: 3 clusters Score -1.681011e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -16814200.000000 Penalty: 5858.520508
	Iteration 13F: 3 clusters Score -1.68142e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -16818178.000000 Penalty: 5858.520508
	Iteration 14F: 3 clusters Score -1.681818e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -16820768.000000 Penalty: 5858.520508
	Iteration 15Q: 3 clusters Score -1.682077e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -16822162.000000 Penalty: 5858.520508
	Iteration 16Q: 3 clusters Score -1.682216e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -16822798.000000 Penalty: 5858.520508
	Iteration 17Q: 3 clusters Score -1.68228e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -16823104.000000 Penalty: 5858.520508
	Iteration 18Q: 3 clusters Score -1.68231e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -16823248.000000 Penalty: 5858.520508
	Iteration 19Q: 3 clusters Score -1.682325e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -16823466.000000 Penalty: 5858.520508
	Iteration 20F: 3 clusters Score -1.682347e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -16823574.000000 Penalty: 5858.520508
	Iteration 21Q: 3 clusters Score -1.682357e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -16823716.000000 Penalty: 5858.520508
	Iteration 22Q: 3 clusters Score -1.682372e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -16823912.000000 Penalty: 5858.520508
	Iteration 23Q: 3 clusters Score -1.682391e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -16824048.000000 Penalty: 5858.520508
	Iteration 24Q: 3 clusters Score -1.682405e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -16824194.000000 Penalty: 5858.520508
	Iteration 25Q: 3 clusters Score -1.682419e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -16824404.000000 Penalty: 5858.520508
	Iteration 26Q: 3 clusters Score -1.68244e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -16824610.000000 Penalty: 5858.520508
	Iteration 27Q: 3 clusters Score -1.682461e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -16824838.000000 Penalty: 5858.520508
	Iteration 28Q: 3 clusters Score -1.682484e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -16825060.000000 Penalty: 5858.520508
	Iteration 29Q: 3 clusters Score -1.682506e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -16825228.000000 Penalty: 5858.520508
	Iteration 30Q: 3 clusters Score -1.682523e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -16825418.000000 Penalty: 5858.520508
	Iteration 31Q: 3 clusters Score -1.682542e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -16825604.000000 Penalty: 5858.520508
	Iteration 32Q: 3 clusters Score -1.68256e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -16825788.000000 Penalty: 5858.520508
	Iteration 33Q: 3 clusters Score -1.682579e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -16825912.000000 Penalty: 5858.520508
	Iteration 34Q: 3 clusters Score -1.682591e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -16826128.000000 Penalty: 5858.520508
	Iteration 35Q: 3 clusters Score -1.682613e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -16826284.000000 Penalty: 5858.520508
	Iteration 36Q: 3 clusters Score -1.682628e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -16826524.000000 Penalty: 5858.520508
	Iteration 37Q: 3 clusters Score -1.682652e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -16826778.000000 Penalty: 5858.520508
	Iteration 38Q: 3 clusters Score -1.682678e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -16827086.000000 Penalty: 5858.520508
	Iteration 39Q: 3 clusters Score -1.682709e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -16827392.000000 Penalty: 5858.520508
	Iteration 40F: 3 clusters Score -1.682739e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -16827790.000000 Penalty: 5858.520508
	Iteration 41Q: 3 clusters Score -1.682779e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -16828212.000000 Penalty: 5858.520508
	Iteration 42Q: 3 clusters Score -1.682821e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -16828546.000000 Penalty: 5858.520508
	Iteration 43Q: 3 clusters Score -1.682855e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -16828894.000000 Penalty: 5858.520508
	Iteration 44Q: 3 clusters Score -1.682889e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -16829244.000000 Penalty: 5858.520508
	Iteration 45Q: 3 clusters Score -1.682924e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -16829446.000000 Penalty: 5858.520508
	Iteration 46Q: 3 clusters Score -1.682945e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -16829826.000000 Penalty: 5858.520508
	Iteration 47Q: 3 clusters Score -1.682983e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -16830230.000000 Penalty: 5858.520508
	Iteration 48Q: 3 clusters Score -1.683023e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -16830732.000000 Penalty: 5858.520508
	Iteration 49Q: 3 clusters Score -1.683073e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -16831228.000000 Penalty: 5858.520508
	Iteration 50Q: 3 clusters Score -1.683123e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -16831760.000000 Penalty: 5858.520508
	Iteration 51Q: 3 clusters Score -1.683176e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -16832294.000000 Penalty: 5858.520508
	Iteration 52Q: 3 clusters Score -1.683229e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -16832820.000000 Penalty: 5858.520508
	Iteration 53Q: 3 clusters Score -1.683282e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -16833454.000000 Penalty: 5858.520508
	Iteration 54Q: 3 clusters Score -1.683345e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -16834222.000000 Penalty: 5858.520508
	Iteration 55Q: 3 clusters Score -1.683422e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -16835102.000000 Penalty: 5858.520508
	Iteration 56Q: 3 clusters Score -1.68351e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -16835892.000000 Penalty: 5858.520508
	Iteration 57Q: 3 clusters Score -1.683589e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 118557 members 
Entering Unmasked Estep 
Score: -16836798.000000 Penalty: 5858.520508
	Iteration 58Q: 3 clusters Score -1.68368e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -16837764.000000 Penalty: 5858.520508
	Iteration 59Q: 3 clusters Score -1.683776e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -16838844.000000 Penalty: 5858.520508
	Iteration 60F: 3 clusters Score -1.683884e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -16839960.000000 Penalty: 5858.520508
	Iteration 61Q: 3 clusters Score -1.683996e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 126564 members 
Entering Unmasked Estep 
Score: -16841042.000000 Penalty: 5858.520508
	Iteration 62Q: 3 clusters Score -1.684104e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 128235 members 
Entering Unmasked Estep 
Score: -16841968.000000 Penalty: 5858.520508
	Iteration 63Q: 3 clusters Score -1.684197e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -16842682.000000 Penalty: 5858.520508
	Iteration 64Q: 3 clusters Score -1.684268e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -16843330.000000 Penalty: 5858.520508
	Iteration 65Q: 3 clusters Score -1.684333e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -16843840.000000 Penalty: 5858.520508
	Iteration 66Q: 3 clusters Score -1.684384e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 132226 members 
Entering Unmasked Estep 
Score: -16844216.000000 Penalty: 5858.520508
	Iteration 67Q: 3 clusters Score -1.684422e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 132679 members 
Entering Unmasked Estep 
Score: -16844542.000000 Penalty: 5858.520508
	Iteration 68Q: 3 clusters Score -1.684454e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -16844782.000000 Penalty: 5858.520508
	Iteration 69Q: 3 clusters Score -1.684478e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -16844962.000000 Penalty: 5858.520508
	Iteration 70Q: 3 clusters Score -1.684496e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 133348 members 
Entering Unmasked Estep 
Score: -16845100.000000 Penalty: 5858.520508
	Iteration 71Q: 3 clusters Score -1.68451e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -16845212.000000 Penalty: 5858.520508
	Iteration 72Q: 3 clusters Score -1.684521e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -16845242.000000 Penalty: 5858.520508
	Iteration 73Q: 3 clusters Score -1.684524e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 133532 members 
Entering Unmasked Estep 
Score: -16845280.000000 Penalty: 5858.520508
	Iteration 74Q: 3 clusters Score -1.684528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 133556 members 
Entering Unmasked Estep 
Score: -16845302.000000 Penalty: 5858.520508
	Iteration 75Q: 3 clusters Score -1.68453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 133584 members 
Entering Unmasked Estep 
Score: -16845332.000000 Penalty: 5858.520508
	Iteration 76Q: 3 clusters Score -1.684533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -16845348.000000 Penalty: 5858.520508
	Iteration 77Q: 3 clusters Score -1.684535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 133636 members 
Entering Unmasked Estep 
Score: -16845346.000000 Penalty: 5858.520508
	Iteration 78Q: 3 clusters Score -1.684535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -16845340.000000 Penalty: 5858.520508
	Iteration 79Q: 3 clusters Score -1.684534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -16845344.000000 Penalty: 5858.520508
	Iteration 80F: 3 clusters Score -1.684534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 133672 members 
Entering Unmasked Estep 
Score: -16845362.000000 Penalty: 5858.520508
	Iteration 81Q: 3 clusters Score -1.684536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -16845342.000000 Penalty: 5858.520508
	Iteration 82Q: 3 clusters Score -1.684534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 133684 members 
Entering Unmasked Estep 
Score: -16845374.000000 Penalty: 5858.520508
	Iteration 83Q: 3 clusters Score -1.684537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -16845380.000000 Penalty: 5858.520508
	Iteration 84Q: 3 clusters Score -1.684538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -16845382.000000 Penalty: 5858.520508
	Iteration 85Q: 3 clusters Score -1.684538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 133693 members 
Entering Unmasked Estep 
Score: -16845376.000000 Penalty: 5858.520508
	Iteration 86Q: 3 clusters Score -1.684538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -16845374.000000 Penalty: 5858.520508
	Iteration 87Q: 3 clusters Score -1.684537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -16845370.000000 Penalty: 5858.520508
	Iteration 88Q: 3 clusters Score -1.684537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -16845374.000000 Penalty: 5858.520508
	Iteration 89Q: 3 clusters Score -1.684537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 133703 members 
Entering Unmasked Estep 
Score: -16845386.000000 Penalty: 5858.520508
	Iteration 90Q: 3 clusters Score -1.684539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -16845386.000000 Penalty: 5858.520508
	Iteration 91Q: 3 clusters Score -1.684539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -16845386.000000 Penalty: 5858.520508
	Iteration 92F: 3 clusters Score -1.684539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -141975.968750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -141976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139938.906250 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -139938.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140202.281250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -140202.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140280.437500 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -140280.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140315.906250 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -140315.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140345.406250 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -140345.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140367.500000 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -140367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -140377.078125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -140377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140390.375000 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -140390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140402.484375 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -140402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140410.312500 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -140410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140416.125000 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -140416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -140420.671875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -140420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140424.000000 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -140424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -140426.968750 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -140427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -140429.093750 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -140429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140431.203125 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -140431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -140434.593750 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -140434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -140439.562500 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -140439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -140447.031250 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -140447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140454.906250 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -140454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140461.187500 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -140461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140464.406250 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -140464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140465.812500 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -140465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140468.484375 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -140468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -140470.656250 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -140470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -140472.062500 Penalty: 3501.996338
	Iteration 25Q: 3 clusters Score -140472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140475.031250 Penalty: 3501.996338
	Iteration 26Q: 3 clusters Score -140475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140476.718750 Penalty: 3501.996338
	Iteration 27Q: 3 clusters Score -140476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140476.718750 Penalty: 3501.996338
	Iteration 28F: 3 clusters Score -140476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1121161.875000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1121162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1113468.000000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1113468 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1115879.750000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1115880 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1116337.125000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1116337 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1116675.750000 Penalty: 4569.369629
	Iteration 3F: 3 clusters Score -1116676 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1116966.375000 Penalty: 4569.369629
	Iteration 4F: 3 clusters Score -1116966 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1117250.375000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1117250 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1117528.125000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1117528 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1117768.500000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1117768 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1118005.125000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1118005 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1118213.750000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1118214 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1118366.625000 Penalty: 4569.369629
	Iteration 10Q: 3 clusters Score -1118367 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1118511.375000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1118511 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1118627.000000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1118627 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1118715.375000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1118715 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1118780.875000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1118781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1118834.750000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1118835 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1118878.125000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1118878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1118932.875000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1118933 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1118983.125000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1118983 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1119042.750000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1119043 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1119104.250000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1119104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1119145.875000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1119146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1119192.625000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1119193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1119225.500000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1119226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119252.375000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1119252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1119287.625000 Penalty: 4569.369629
	Iteration 25Q: 3 clusters Score -1119288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1119313.750000 Penalty: 4569.369629
	Iteration 26Q: 3 clusters Score -1119314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1119339.875000 Penalty: 4569.369629
	Iteration 27Q: 3 clusters Score -1119340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1119365.750000 Penalty: 4569.369629
	Iteration 28Q: 3 clusters Score -1119366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1119395.625000 Penalty: 4569.369629
	Iteration 29Q: 3 clusters Score -1119396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1119435.000000 Penalty: 4569.369629
	Iteration 30Q: 3 clusters Score -1119435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1119465.125000 Penalty: 4569.369629
	Iteration 31Q: 3 clusters Score -1119465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1119482.750000 Penalty: 4569.369629
	Iteration 32Q: 3 clusters Score -1119483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1119506.875000 Penalty: 4569.369629
	Iteration 33Q: 3 clusters Score -1119507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1119527.500000 Penalty: 4569.369629
	Iteration 34Q: 3 clusters Score -1119528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1119551.625000 Penalty: 4569.369629
	Iteration 35Q: 3 clusters Score -1119552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1119561.375000 Penalty: 4569.369629
	Iteration 36Q: 3 clusters Score -1119561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1119575.375000 Penalty: 4569.369629
	Iteration 37Q: 3 clusters Score -1119575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1119584.625000 Penalty: 4569.369629
	Iteration 38Q: 3 clusters Score -1119585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1119596.750000 Penalty: 4569.369629
	Iteration 39Q: 3 clusters Score -1119597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1119610.500000 Penalty: 4569.369629
	Iteration 40F: 3 clusters Score -1119610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1119624.125000 Penalty: 4569.369629
	Iteration 41Q: 3 clusters Score -1119624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1119639.750000 Penalty: 4569.369629
	Iteration 42Q: 3 clusters Score -1119640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1119647.375000 Penalty: 4569.369629
	Iteration 43Q: 3 clusters Score -1119647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1119656.375000 Penalty: 4569.369629
	Iteration 44Q: 3 clusters Score -1119656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1119667.875000 Penalty: 4569.369629
	Iteration 45Q: 3 clusters Score -1119668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1119674.875000 Penalty: 4569.369629
	Iteration 46Q: 3 clusters Score -1119675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1119683.375000 Penalty: 4569.369629
	Iteration 47Q: 3 clusters Score -1119683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1119686.000000 Penalty: 4569.369629
	Iteration 48Q: 3 clusters Score -1119686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1119694.375000 Penalty: 4569.369629
	Iteration 49Q: 3 clusters Score -1119694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1119698.250000 Penalty: 4569.369629
	Iteration 50Q: 3 clusters Score -1119698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1119704.375000 Penalty: 4569.369629
	Iteration 51Q: 3 clusters Score -1119704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1119712.625000 Penalty: 4569.369629
	Iteration 52Q: 3 clusters Score -1119713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1119717.250000 Penalty: 4569.369629
	Iteration 53Q: 3 clusters Score -1119717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1119724.500000 Penalty: 4569.369629
	Iteration 54Q: 3 clusters Score -1119724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1119732.375000 Penalty: 4569.369629
	Iteration 55Q: 3 clusters Score -1119732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1119735.875000 Penalty: 4569.369629
	Iteration 56Q: 3 clusters Score -1119736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1119741.500000 Penalty: 4569.369629
	Iteration 57Q: 3 clusters Score -1119742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1119746.750000 Penalty: 4569.369629
	Iteration 58Q: 3 clusters Score -1119747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1119751.250000 Penalty: 4569.369629
	Iteration 59Q: 3 clusters Score -1119751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1119750.875000 Penalty: 4569.369629
	Iteration 60F: 3 clusters Score -1119751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1119754.625000 Penalty: 4569.369629
	Iteration 61Q: 3 clusters Score -1119755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1119753.625000 Penalty: 4569.369629
	Iteration 62Q: 3 clusters Score -1119754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1119755.125000 Penalty: 4569.369629
	Iteration 63Q: 3 clusters Score -1119755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1119757.875000 Penalty: 4569.369629
	Iteration 64Q: 3 clusters Score -1119758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1119762.875000 Penalty: 4569.369629
	Iteration 65Q: 3 clusters Score -1119763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1119765.750000 Penalty: 4569.369629
	Iteration 66Q: 3 clusters Score -1119766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1119765.875000 Penalty: 4569.369629
	Iteration 67Q: 3 clusters Score -1119766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1119770.125000 Penalty: 4569.369629
	Iteration 68Q: 3 clusters Score -1119770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1119769.875000 Penalty: 4569.369629
	Iteration 69Q: 3 clusters Score -1119770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1119771.250000 Penalty: 4569.369629
	Iteration 70Q: 3 clusters Score -1119771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1119772.875000 Penalty: 4569.369629
	Iteration 71Q: 3 clusters Score -1119773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1119774.250000 Penalty: 4569.369629
	Iteration 72Q: 3 clusters Score -1119774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1119778.375000 Penalty: 4569.369629
	Iteration 73Q: 3 clusters Score -1119778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1119776.250000 Penalty: 4569.369629
	Iteration 74Q: 3 clusters Score -1119776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1119776.250000 Penalty: 4569.369629
	Iteration 75Q: 3 clusters Score -1119776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1119775.625000 Penalty: 4569.369629
	Iteration 76Q: 3 clusters Score -1119776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1119777.000000 Penalty: 4569.369629
	Iteration 77Q: 3 clusters Score -1119777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1119776.375000 Penalty: 4569.369629
	Iteration 78Q: 3 clusters Score -1119776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119778.125000 Penalty: 4569.369629
	Iteration 79Q: 3 clusters Score -1119778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119779.375000 Penalty: 4569.369629
	Iteration 80F: 3 clusters Score -1119779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119778.625000 Penalty: 4569.369629
	Iteration 81Q: 3 clusters Score -1119779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119779.375000 Penalty: 4569.369629
	Iteration 82Q: 3 clusters Score -1119779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119780.625000 Penalty: 4569.369629
	Iteration 83Q: 3 clusters Score -1119781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1119781.500000 Penalty: 4569.369629
	Iteration 84Q: 3 clusters Score -1119782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1119781.875000 Penalty: 4569.369629
	Iteration 85Q: 3 clusters Score -1119782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1119782.875000 Penalty: 4569.369629
	Iteration 86Q: 3 clusters Score -1119783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1119782.750000 Penalty: 4569.369629
	Iteration 87Q: 3 clusters Score -1119783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1119785.500000 Penalty: 4569.369629
	Iteration 88Q: 3 clusters Score -1119786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1119783.500000 Penalty: 4569.369629
	Iteration 89Q: 3 clusters Score -1119784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1119782.750000 Penalty: 4569.369629
	Iteration 90Q: 3 clusters Score -1119783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1119783.500000 Penalty: 4569.369629
	Iteration 91Q: 3 clusters Score -1119784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1119782.750000 Penalty: 4569.369629
	Iteration 92Q: 3 clusters Score -1119783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1119784.875000 Penalty: 4569.369629
	Iteration 93Q: 3 clusters Score -1119785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1119783.250000 Penalty: 4569.369629
	Iteration 94Q: 3 clusters Score -1119783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1119786.250000 Penalty: 4569.369629
	Iteration 95Q: 3 clusters Score -1119786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1119788.250000 Penalty: 4569.369629
	Iteration 96Q: 3 clusters Score -1119788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1119788.125000 Penalty: 4569.369629
	Iteration 97Q: 3 clusters Score -1119788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1119788.125000 Penalty: 4569.369629
	Iteration 98F: 3 clusters Score -1119788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Entering Unmasked Estep 
Score: -4720321.000000 Penalty: 2615.335938
	Iteration 0F: 2 clusters Score -4720321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4694524.500000 Penalty: 5230.671875
	Iteration 0F: 3 clusters Score -4694524 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4704119.500000 Penalty: 5230.671875
	Iteration 1F: 3 clusters Score -4704120 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4704961.000000 Penalty: 5230.671875
	Iteration 2F: 3 clusters Score -4704961 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4706052.500000 Penalty: 5230.671875
	Iteration 3F: 3 clusters Score -4706052 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4707526.500000 Penalty: 5230.671875
	Iteration 4F: 3 clusters Score -4707526 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4709499.500000 Penalty: 5230.671875
	Iteration 5F: 3 clusters Score -4709500 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4711860.500000 Penalty: 5230.671875
	Iteration 6F: 3 clusters Score -4711860 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4714243.500000 Penalty: 5230.671875
	Iteration 7F: 3 clusters Score -4714244 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4716297.500000 Penalty: 5230.671875
	Iteration 8F: 3 clusters Score -4716298 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4717564.000000 Penalty: 5230.671875
	Iteration 9Q: 3 clusters Score -4717564 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4718244.000000 Penalty: 5230.671875
	Iteration 10Q: 3 clusters Score -4718244 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4718608.500000 Penalty: 5230.671875
	Iteration 11Q: 3 clusters Score -4718608 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4718864.000000 Penalty: 5230.671875
	Iteration 12Q: 3 clusters Score -4718864 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4719112.000000 Penalty: 5230.671875
	Iteration 13Q: 3 clusters Score -4719112 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4719266.000000 Penalty: 5230.671875
	Iteration 14Q: 3 clusters Score -4719266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4719421.500000 Penalty: 5230.671875
	Iteration 15Q: 3 clusters Score -4719422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4719522.000000 Penalty: 5230.671875
	Iteration 16Q: 3 clusters Score -4719522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4719578.000000 Penalty: 5230.671875
	Iteration 17Q: 3 clusters Score -4719578 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4719615.000000 Penalty: 5230.671875
	Iteration 18Q: 3 clusters Score -4719615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4719653.500000 Penalty: 5230.671875
	Iteration 19Q: 3 clusters Score -4719654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4719699.000000 Penalty: 5230.671875
	Iteration 20F: 3 clusters Score -4719699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4719729.000000 Penalty: 5230.671875
	Iteration 21Q: 3 clusters Score -4719729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4719735.000000 Penalty: 5230.671875
	Iteration 22Q: 3 clusters Score -4719735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4719744.000000 Penalty: 5230.671875
	Iteration 23Q: 3 clusters Score -4719744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4719757.500000 Penalty: 5230.671875
	Iteration 24Q: 3 clusters Score -4719758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4719757.500000 Penalty: 5230.671875
	Iteration 25Q: 3 clusters Score -4719758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4719757.000000 Penalty: 5230.671875
	Iteration 26Q: 3 clusters Score -4719757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4719763.000000 Penalty: 5230.671875
	Iteration 27Q: 3 clusters Score -4719763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4719758.500000 Penalty: 5230.671875
	Iteration 28Q: 3 clusters Score -4719758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4719761.000000 Penalty: 5230.671875
	Iteration 29Q: 3 clusters Score -4719761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4719753.000000 Penalty: 5230.671875
	Iteration 30Q: 3 clusters Score -4719753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4719758.500000 Penalty: 5230.671875
	Iteration 31Q: 3 clusters Score -4719758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4719764.000000 Penalty: 5230.671875
	Iteration 32Q: 3 clusters Score -4719764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4719763.000000 Penalty: 5230.671875
	Iteration 33Q: 3 clusters Score -4719763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4719761.000000 Penalty: 5230.671875
	Iteration 34Q: 3 clusters Score -4719761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4719759.000000 Penalty: 5230.671875
	Iteration 35Q: 3 clusters Score -4719759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4719753.000000 Penalty: 5230.671875
	Iteration 36Q: 3 clusters Score -4719753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4719751.500000 Penalty: 5230.671875
	Iteration 37Q: 3 clusters Score -4719752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4719749.500000 Penalty: 5230.671875
	Iteration 38Q: 3 clusters Score -4719750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4719754.000000 Penalty: 5230.671875
	Iteration 39Q: 3 clusters Score -4719754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4719755.500000 Penalty: 5230.671875
	Iteration 40F: 3 clusters Score -4719756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4719759.000000 Penalty: 5230.671875
	Iteration 41Q: 3 clusters Score -4719759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4719758.500000 Penalty: 5230.671875
	Iteration 42Q: 3 clusters Score -4719758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4719759.000000 Penalty: 5230.671875
	Iteration 43Q: 3 clusters Score -4719759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4719758.500000 Penalty: 5230.671875
	Iteration 44Q: 3 clusters Score -4719758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4719754.500000 Penalty: 5230.671875
	Iteration 45Q: 3 clusters Score -4719754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4719756.500000 Penalty: 5230.671875
	Iteration 46Q: 3 clusters Score -4719756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4719748.500000 Penalty: 5230.671875
	Iteration 47Q: 3 clusters Score -4719748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4719752.500000 Penalty: 5230.671875
	Iteration 48Q: 3 clusters Score -4719752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4719753.500000 Penalty: 5230.671875
	Iteration 49Q: 3 clusters Score -4719754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4719754.000000 Penalty: 5230.671875
	Iteration 50Q: 3 clusters Score -4719754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4719749.500000 Penalty: 5230.671875
	Iteration 51Q: 3 clusters Score -4719750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4719747.500000 Penalty: 5230.671875
	Iteration 52Q: 3 clusters Score -4719748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4719753.000000 Penalty: 5230.671875
	Iteration 53Q: 3 clusters Score -4719753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4719755.000000 Penalty: 5230.671875
	Iteration 54Q: 3 clusters Score -4719755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4719750.500000 Penalty: 5230.671875
	Iteration 55Q: 3 clusters Score -4719750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4719750.500000 Penalty: 5230.671875
	Iteration 56F: 3 clusters Score -4719750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Entering Unmasked Estep 
Score: -4292871.500000 Penalty: 2589.252930
	Iteration 0F: 2 clusters Score -4292872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4269623.500000 Penalty: 5178.505859
	Iteration 0F: 3 clusters Score -4269624 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4278677.000000 Penalty: 5178.505859
	Iteration 1F: 3 clusters Score -4278677 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4279824.500000 Penalty: 5178.505859
	Iteration 2F: 3 clusters Score -4279824 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4281133.000000 Penalty: 5178.505859
	Iteration 3F: 3 clusters Score -4281133 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4282745.000000 Penalty: 5178.505859
	Iteration 4F: 3 clusters Score -4282745 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4284683.000000 Penalty: 5178.505859
	Iteration 5F: 3 clusters Score -4284683 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4287011.000000 Penalty: 5178.505859
	Iteration 6F: 3 clusters Score -4287011 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4288998.500000 Penalty: 5178.505859
	Iteration 7F: 3 clusters Score -4288998 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4290480.000000 Penalty: 5178.505859
	Iteration 8Q: 3 clusters Score -4290480 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4291347.500000 Penalty: 5178.505859
	Iteration 9Q: 3 clusters Score -4291348 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4291740.500000 Penalty: 5178.505859
	Iteration 10Q: 3 clusters Score -4291740 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4291899.500000 Penalty: 5178.505859
	Iteration 11Q: 3 clusters Score -4291900 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4291980.500000 Penalty: 5178.505859
	Iteration 12Q: 3 clusters Score -4291980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4292017.500000 Penalty: 5178.505859
	Iteration 13Q: 3 clusters Score -4292018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4292044.500000 Penalty: 5178.505859
	Iteration 14Q: 3 clusters Score -4292044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4292052.000000 Penalty: 5178.505859
	Iteration 15Q: 3 clusters Score -4292052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -4292049.000000 Penalty: 5178.505859
	Iteration 16Q: 3 clusters Score -4292049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4292055.500000 Penalty: 5178.505859
	Iteration 17Q: 3 clusters Score -4292056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4292065.500000 Penalty: 5178.505859
	Iteration 18Q: 3 clusters Score -4292066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4292067.000000 Penalty: 5178.505859
	Iteration 19Q: 3 clusters Score -4292067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4292073.000000 Penalty: 5178.505859
	Iteration 20F: 3 clusters Score -4292073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -771145.500000 Penalty: 2169.343262
	Iteration 0F: 2 clusters Score -771145.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -765804.062500 Penalty: 4338.686523
	Iteration 0F: 3 clusters Score -765804.1 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -767202.812500 Penalty: 4338.686523
	Iteration 1F: 3 clusters Score -767202.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -767462.125000 Penalty: 4338.686523
	Iteration 2F: 3 clusters Score -767462.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -767626.312500 Penalty: 4338.686523
	Iteration 3F: 3 clusters Score -767626.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -767753.937500 Penalty: 4338.686523
	Iteration 4Q: 3 clusters Score -767753.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -767827.062500 Penalty: 4338.686523
	Iteration 5Q: 3 clusters Score -767827.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -767882.750000 Penalty: 4338.686523
	Iteration 6Q: 3 clusters Score -767882.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -767925.250000 Penalty: 4338.686523
	Iteration 7Q: 3 clusters Score -767925.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -767964.687500 Penalty: 4338.686523
	Iteration 8Q: 3 clusters Score -767964.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -768007.687500 Penalty: 4338.686523
	Iteration 9Q: 3 clusters Score -768007.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -768059.750000 Penalty: 4338.686523
	Iteration 10Q: 3 clusters Score -768059.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -768115.687500 Penalty: 4338.686523
	Iteration 11Q: 3 clusters Score -768115.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -768162.000000 Penalty: 4338.686523
	Iteration 12Q: 3 clusters Score -768162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -768206.500000 Penalty: 4338.686523
	Iteration 13Q: 3 clusters Score -768206.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -768245.937500 Penalty: 4338.686523
	Iteration 14Q: 3 clusters Score -768245.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -768286.812500 Penalty: 4338.686523
	Iteration 15Q: 3 clusters Score -768286.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -768340.500000 Penalty: 4338.686523
	Iteration 16Q: 3 clusters Score -768340.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -768376.937500 Penalty: 4338.686523
	Iteration 17Q: 3 clusters Score -768376.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -768410.062500 Penalty: 4338.686523
	Iteration 18Q: 3 clusters Score -768410.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -768454.625000 Penalty: 4338.686523
	Iteration 19Q: 3 clusters Score -768454.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -768497.687500 Penalty: 4338.686523
	Iteration 20F: 3 clusters Score -768497.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -768544.750000 Penalty: 4338.686523
	Iteration 21Q: 3 clusters Score -768544.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -768579.750000 Penalty: 4338.686523
	Iteration 22Q: 3 clusters Score -768579.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -768625.125000 Penalty: 4338.686523
	Iteration 23Q: 3 clusters Score -768625.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -768669.937500 Penalty: 4338.686523
	Iteration 24Q: 3 clusters Score -768669.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -768699.687500 Penalty: 4338.686523
	Iteration 25Q: 3 clusters Score -768699.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -768731.250000 Penalty: 4338.686523
	Iteration 26Q: 3 clusters Score -768731.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -768761.500000 Penalty: 4338.686523
	Iteration 27Q: 3 clusters Score -768761.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -768799.250000 Penalty: 4338.686523
	Iteration 28Q: 3 clusters Score -768799.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -768843.187500 Penalty: 4338.686523
	Iteration 29Q: 3 clusters Score -768843.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -768892.812500 Penalty: 4338.686523
	Iteration 30Q: 3 clusters Score -768892.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -768951.312500 Penalty: 4338.686523
	Iteration 31Q: 3 clusters Score -768951.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -769006.125000 Penalty: 4338.686523
	Iteration 32Q: 3 clusters Score -769006.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -769059.437500 Penalty: 4338.686523
	Iteration 33Q: 3 clusters Score -769059.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -769123.375000 Penalty: 4338.686523
	Iteration 34Q: 3 clusters Score -769123.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -769189.250000 Penalty: 4338.686523
	Iteration 35Q: 3 clusters Score -769189.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -769260.062500 Penalty: 4338.686523
	Iteration 36Q: 3 clusters Score -769260.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -769342.062500 Penalty: 4338.686523
	Iteration 37Q: 3 clusters Score -769342.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -769430.125000 Penalty: 4338.686523
	Iteration 38Q: 3 clusters Score -769430.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -769513.812500 Penalty: 4338.686523
	Iteration 39Q: 3 clusters Score -769513.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -769591.500000 Penalty: 4338.686523
	Iteration 40F: 3 clusters Score -769591.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -769678.875000 Penalty: 4338.686523
	Iteration 41Q: 3 clusters Score -769678.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -769758.187500 Penalty: 4338.686523
	Iteration 42Q: 3 clusters Score -769758.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -769825.625000 Penalty: 4338.686523
	Iteration 43Q: 3 clusters Score -769825.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -769872.187500 Penalty: 4338.686523
	Iteration 44Q: 3 clusters Score -769872.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -769913.312500 Penalty: 4338.686523
	Iteration 45Q: 3 clusters Score -769913.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -769944.875000 Penalty: 4338.686523
	Iteration 46Q: 3 clusters Score -769944.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -769973.500000 Penalty: 4338.686523
	Iteration 47Q: 3 clusters Score -769973.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -769993.812500 Penalty: 4338.686523
	Iteration 48Q: 3 clusters Score -769993.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -770007.375000 Penalty: 4338.686523
	Iteration 49Q: 3 clusters Score -770007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -770017.437500 Penalty: 4338.686523
	Iteration 50Q: 3 clusters Score -770017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -770023.375000 Penalty: 4338.686523
	Iteration 51Q: 3 clusters Score -770023.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -770025.500000 Penalty: 4338.686523
	Iteration 52Q: 3 clusters Score -770025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -770025.375000 Penalty: 4338.686523
	Iteration 53Q: 3 clusters Score -770025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -770026.250000 Penalty: 4338.686523
	Iteration 54Q: 3 clusters Score -770026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -770028.187500 Penalty: 4338.686523
	Iteration 55Q: 3 clusters Score -770028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -770028.187500 Penalty: 4338.686523
	Iteration 56Q: 3 clusters Score -770028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -770028.187500 Penalty: 4338.686523
	Iteration 57F: 3 clusters Score -770028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -862329.187500 Penalty: 2199.924316
	Iteration 0F: 2 clusters Score -862329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -856425.125000 Penalty: 4399.848633
	Iteration 0F: 3 clusters Score -856425.1 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -858027.312500 Penalty: 4399.848633
	Iteration 1F: 3 clusters Score -858027.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -858259.937500 Penalty: 4399.848633
	Iteration 2F: 3 clusters Score -858259.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -858397.000000 Penalty: 4399.848633
	Iteration 3Q: 3 clusters Score -858397 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -858507.062500 Penalty: 4399.848633
	Iteration 4Q: 3 clusters Score -858507.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -858612.062500 Penalty: 4399.848633
	Iteration 5Q: 3 clusters Score -858612.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -858706.062500 Penalty: 4399.848633
	Iteration 6Q: 3 clusters Score -858706.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -858812.500000 Penalty: 4399.848633
	Iteration 7Q: 3 clusters Score -858812.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -858921.500000 Penalty: 4399.848633
	Iteration 8Q: 3 clusters Score -858921.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -859039.062500 Penalty: 4399.848633
	Iteration 9Q: 3 clusters Score -859039.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -859143.312500 Penalty: 4399.848633
	Iteration 10Q: 3 clusters Score -859143.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -859246.000000 Penalty: 4399.848633
	Iteration 11Q: 3 clusters Score -859246 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -859358.812500 Penalty: 4399.848633
	Iteration 12Q: 3 clusters Score -859358.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -859465.687500 Penalty: 4399.848633
	Iteration 13Q: 3 clusters Score -859465.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -859579.875000 Penalty: 4399.848633
	Iteration 14Q: 3 clusters Score -859579.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -859684.875000 Penalty: 4399.848633
	Iteration 15Q: 3 clusters Score -859684.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -859774.625000 Penalty: 4399.848633
	Iteration 16Q: 3 clusters Score -859774.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -859883.000000 Penalty: 4399.848633
	Iteration 17Q: 3 clusters Score -859883 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -859982.562500 Penalty: 4399.848633
	Iteration 18Q: 3 clusters Score -859982.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -860060.000000 Penalty: 4399.848633
	Iteration 19Q: 3 clusters Score -860060 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -860137.937500 Penalty: 4399.848633
	Iteration 20F: 3 clusters Score -860137.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -860207.125000 Penalty: 4399.848633
	Iteration 21Q: 3 clusters Score -860207.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -860247.750000 Penalty: 4399.848633
	Iteration 22Q: 3 clusters Score -860247.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -860289.875000 Penalty: 4399.848633
	Iteration 23Q: 3 clusters Score -860289.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -860323.437500 Penalty: 4399.848633
	Iteration 24Q: 3 clusters Score -860323.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -860346.687500 Penalty: 4399.848633
	Iteration 25Q: 3 clusters Score -860346.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -860369.937500 Penalty: 4399.848633
	Iteration 26Q: 3 clusters Score -860369.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -860391.375000 Penalty: 4399.848633
	Iteration 27Q: 3 clusters Score -860391.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -860403.437500 Penalty: 4399.848633
	Iteration 28Q: 3 clusters Score -860403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -860415.500000 Penalty: 4399.848633
	Iteration 29Q: 3 clusters Score -860415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -860425.375000 Penalty: 4399.848633
	Iteration 30Q: 3 clusters Score -860425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -860426.937500 Penalty: 4399.848633
	Iteration 31Q: 3 clusters Score -860426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -860430.000000 Penalty: 4399.848633
	Iteration 32Q: 3 clusters Score -860430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -860430.250000 Penalty: 4399.848633
	Iteration 33Q: 3 clusters Score -860430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -860433.187500 Penalty: 4399.848633
	Iteration 34Q: 3 clusters Score -860433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -860432.937500 Penalty: 4399.848633
	Iteration 35Q: 3 clusters Score -860432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -860435.562500 Penalty: 4399.848633
	Iteration 36Q: 3 clusters Score -860435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -860436.562500 Penalty: 4399.848633
	Iteration 37Q: 3 clusters Score -860436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -860439.625000 Penalty: 4399.848633
	Iteration 38Q: 3 clusters Score -860439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -860440.625000 Penalty: 4399.848633
	Iteration 39Q: 3 clusters Score -860440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -860441.375000 Penalty: 4399.848633
	Iteration 40F: 3 clusters Score -860441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -860441.437500 Penalty: 4399.848633
	Iteration 41Q: 3 clusters Score -860441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -860444.500000 Penalty: 4399.848633
	Iteration 42Q: 3 clusters Score -860444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -860444.500000 Penalty: 4399.848633
	Iteration 43F: 3 clusters Score -860444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (241173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241173 members 
Entering Unmasked Estep 
Score: -30273494.000000 Penalty: 3073.530762
	Iteration 0F: 2 clusters Score -3.027349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -30130108.000000 Penalty: 6147.061523
	Iteration 0F: 3 clusters Score -3.013011e+07 nChanged 116072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -30198320.000000 Penalty: 6147.061523
	Iteration 1F: 3 clusters Score -3.019832e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 119698 members 
Entering Unmasked Estep 
Score: -30199978.000000 Penalty: 6147.061523
	Iteration 2Q: 3 clusters Score -3.019998e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -30201998.000000 Penalty: 6147.061523
	Iteration 3Q: 3 clusters Score -3.0202e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126051 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -30205132.000000 Penalty: 6147.061523
	Iteration 4Q: 3 clusters Score -3.020513e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -30209824.000000 Penalty: 6147.061523
	Iteration 5Q: 3 clusters Score -3.020982e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -30216280.000000 Penalty: 6147.061523
	Iteration 6F: 3 clusters Score -3.021628e+07 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -30224536.000000 Penalty: 6147.061523
	Iteration 7F: 3 clusters Score -3.022454e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -30233910.000000 Penalty: 6147.061523
	Iteration 8F: 3 clusters Score -3.023391e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -30241434.000000 Penalty: 6147.061523
	Iteration 9F: 3 clusters Score -3.024143e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186086 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -30248102.000000 Penalty: 6147.061523
	Iteration 10F: 3 clusters Score -3.02481e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197576 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -30253710.000000 Penalty: 6147.061523
	Iteration 11Q: 3 clusters Score -3.025371e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207791 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -30258912.000000 Penalty: 6147.061523
	Iteration 12Q: 3 clusters Score -3.025891e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216116 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -30263792.000000 Penalty: 6147.061523
	Iteration 13Q: 3 clusters Score -3.026379e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222074 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -30267014.000000 Penalty: 6147.061523
	Iteration 14Q: 3 clusters Score -3.026701e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225993 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -30268868.000000 Penalty: 6147.061523
	Iteration 15Q: 3 clusters Score -3.026887e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228639 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -30269732.000000 Penalty: 6147.061523
	Iteration 16Q: 3 clusters Score -3.026973e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230569 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -30270206.000000 Penalty: 6147.061523
	Iteration 17Q: 3 clusters Score -3.027021e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232072 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -30270674.000000 Penalty: 6147.061523
	Iteration 18Q: 3 clusters Score -3.027067e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233258 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -30270934.000000 Penalty: 6147.061523
	Iteration 19Q: 3 clusters Score -3.027093e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234194 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -30271224.000000 Penalty: 6147.061523
	Iteration 20F: 3 clusters Score -3.027122e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234938 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -30271538.000000 Penalty: 6147.061523
	Iteration 21Q: 3 clusters Score -3.027154e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235505 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -30271792.000000 Penalty: 6147.061523
	Iteration 22Q: 3 clusters Score -3.027179e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235931 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -30272062.000000 Penalty: 6147.061523
	Iteration 23Q: 3 clusters Score -3.027206e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236280 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -30272206.000000 Penalty: 6147.061523
	Iteration 24Q: 3 clusters Score -3.027221e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236578 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -30272308.000000 Penalty: 6147.061523
	Iteration 25Q: 3 clusters Score -3.027231e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236819 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -30272384.000000 Penalty: 6147.061523
	Iteration 26Q: 3 clusters Score -3.027238e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236993 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -30272466.000000 Penalty: 6147.061523
	Iteration 27Q: 3 clusters Score -3.027247e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237143 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -30272508.000000 Penalty: 6147.061523
	Iteration 28Q: 3 clusters Score -3.027251e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237267 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -30272544.000000 Penalty: 6147.061523
	Iteration 29Q: 3 clusters Score -3.027254e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237352 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -30272574.000000 Penalty: 6147.061523
	Iteration 30Q: 3 clusters Score -3.027257e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237419 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -30272616.000000 Penalty: 6147.061523
	Iteration 31Q: 3 clusters Score -3.027262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237469 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -30272602.000000 Penalty: 6147.061523
	Iteration 32Q: 3 clusters Score -3.02726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237519 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -30272594.000000 Penalty: 6147.061523
	Iteration 33Q: 3 clusters Score -3.027259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237544 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -30272610.000000 Penalty: 6147.061523
	Iteration 34Q: 3 clusters Score -3.027261e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237574 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -30272622.000000 Penalty: 6147.061523
	Iteration 35Q: 3 clusters Score -3.027262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237591 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -30272640.000000 Penalty: 6147.061523
	Iteration 36Q: 3 clusters Score -3.027264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237615 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -30272664.000000 Penalty: 6147.061523
	Iteration 37Q: 3 clusters Score -3.027266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237637 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -30272702.000000 Penalty: 6147.061523
	Iteration 38Q: 3 clusters Score -3.02727e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237667 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -30272674.000000 Penalty: 6147.061523
	Iteration 39Q: 3 clusters Score -3.027267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237687 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -30272680.000000 Penalty: 6147.061523
	Iteration 40F: 3 clusters Score -3.027268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237706 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -30272658.000000 Penalty: 6147.061523
	Iteration 41Q: 3 clusters Score -3.027266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237725 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -30272688.000000 Penalty: 6147.061523
	Iteration 42Q: 3 clusters Score -3.027269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237738 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -30272660.000000 Penalty: 6147.061523
	Iteration 43Q: 3 clusters Score -3.027266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237753 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -30272650.000000 Penalty: 6147.061523
	Iteration 44Q: 3 clusters Score -3.027265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237761 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -30272660.000000 Penalty: 6147.061523
	Iteration 45Q: 3 clusters Score -3.027266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237766 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -30272672.000000 Penalty: 6147.061523
	Iteration 46Q: 3 clusters Score -3.027267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237769 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -30272670.000000 Penalty: 6147.061523
	Iteration 47Q: 3 clusters Score -3.027267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237770 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -30272678.000000 Penalty: 6147.061523
	Iteration 48Q: 3 clusters Score -3.027268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237776 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -30272674.000000 Penalty: 6147.061523
	Iteration 49Q: 3 clusters Score -3.027267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237782 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -30272680.000000 Penalty: 6147.061523
	Iteration 50Q: 3 clusters Score -3.027268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237785 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -30272674.000000 Penalty: 6147.061523
	Iteration 51Q: 3 clusters Score -3.027267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237787 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -30272678.000000 Penalty: 6147.061523
	Iteration 52Q: 3 clusters Score -3.027268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237787 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -30272678.000000 Penalty: 6147.061523
	Iteration 53F: 3 clusters Score -3.027268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -186581.875000 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -186581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184523.359375 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -184523.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185244.296875 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -185244.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -185769.187500 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -185769.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186173.593750 Penalty: 3528.522217
	Iteration 3F: 3 clusters Score -186173.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186550.609375 Penalty: 3528.522217
	Iteration 4F: 3 clusters Score -186550.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -186887.781250 Penalty: 3528.522217
	Iteration 5F: 3 clusters Score -186887.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187184.140625 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -187184.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187310.765625 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -187310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187350.343750 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -187350.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187377.578125 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -187377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -187399.515625 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -187399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187420.859375 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -187420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187432.484375 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -187432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187444.828125 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -187444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187444.828125 Penalty: 3528.522217
	Iteration 14F: 3 clusters Score -187444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 719 members 
Entering Unmasked Estep 
Score: -134486704.000000 Penalty: 245151.562500
Splitting cluster 14 changes total score from -134487584.000000 to -134486704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Entering Unmasked Estep 
Score: -6186827.500000 Penalty: 2681.433105
	Iteration 0F: 2 clusters Score -6186828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -6153290.500000 Penalty: 5362.866211
	Iteration 0F: 3 clusters Score -6153290 nChanged 22991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6166537.500000 Penalty: 5362.866211
	Iteration 1F: 3 clusters Score -6166538 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6168713.500000 Penalty: 5362.866211
	Iteration 2F: 3 clusters Score -6168714 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -6172669.000000 Penalty: 5362.866211
	Iteration 3F: 3 clusters Score -6172669 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6177799.500000 Penalty: 5362.866211
	Iteration 4F: 3 clusters Score -6177800 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -6182730.000000 Penalty: 5362.866211
	Iteration 5F: 3 clusters Score -6182730 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -6186302.000000 Penalty: 5362.866211
	Iteration 6F: 3 clusters Score -6186302 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -6188563.500000 Penalty: 5362.866211
	Iteration 7Q: 3 clusters Score -6188564 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6189483.500000 Penalty: 5362.866211
	Iteration 8Q: 3 clusters Score -6189484 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -6189872.500000 Penalty: 5362.866211
	Iteration 9Q: 3 clusters Score -6189872 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -6190014.500000 Penalty: 5362.866211
	Iteration 10Q: 3 clusters Score -6190014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -6190085.500000 Penalty: 5362.866211
	Iteration 11Q: 3 clusters Score -6190086 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -6190136.000000 Penalty: 5362.866211
	Iteration 12Q: 3 clusters Score -6190136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -6190157.500000 Penalty: 5362.866211
	Iteration 13Q: 3 clusters Score -6190158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -6190173.500000 Penalty: 5362.866211
	Iteration 14Q: 3 clusters Score -6190174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6190192.500000 Penalty: 5362.866211
	Iteration 15Q: 3 clusters Score -6190192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -6190205.500000 Penalty: 5362.866211
	Iteration 16Q: 3 clusters Score -6190206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -6190224.000000 Penalty: 5362.866211
	Iteration 17Q: 3 clusters Score -6190224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -6190233.000000 Penalty: 5362.866211
	Iteration 18Q: 3 clusters Score -6190233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -6190228.000000 Penalty: 5362.866211
	Iteration 19Q: 3 clusters Score -6190228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -6190211.500000 Penalty: 5362.866211
	Iteration 20F: 3 clusters Score -6190212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -6190225.000000 Penalty: 5362.866211
	Iteration 21Q: 3 clusters Score -6190225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -6190232.500000 Penalty: 5362.866211
	Iteration 22Q: 3 clusters Score -6190232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6190236.500000 Penalty: 5362.866211
	Iteration 23Q: 3 clusters Score -6190236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -6190241.000000 Penalty: 5362.866211
	Iteration 24Q: 3 clusters Score -6190241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6190251.000000 Penalty: 5362.866211
	Iteration 25Q: 3 clusters Score -6190251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -6190248.000000 Penalty: 5362.866211
	Iteration 26Q: 3 clusters Score -6190248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -6190253.500000 Penalty: 5362.866211
	Iteration 27Q: 3 clusters Score -6190254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -6190263.000000 Penalty: 5362.866211
	Iteration 28Q: 3 clusters Score -6190263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -6190276.000000 Penalty: 5362.866211
	Iteration 29Q: 3 clusters Score -6190276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6190286.500000 Penalty: 5362.866211
	Iteration 30Q: 3 clusters Score -6190286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -6190301.000000 Penalty: 5362.866211
	Iteration 31Q: 3 clusters Score -6190301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -6190318.000000 Penalty: 5362.866211
	Iteration 32Q: 3 clusters Score -6190318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -6190307.500000 Penalty: 5362.866211
	Iteration 33Q: 3 clusters Score -6190308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6190310.000000 Penalty: 5362.866211
	Iteration 34Q: 3 clusters Score -6190310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6190305.000000 Penalty: 5362.866211
	Iteration 35Q: 3 clusters Score -6190305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6190305.500000 Penalty: 5362.866211
	Iteration 36Q: 3 clusters Score -6190306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -6190305.000000 Penalty: 5362.866211
	Iteration 37Q: 3 clusters Score -6190305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6190300.500000 Penalty: 5362.866211
	Iteration 38Q: 3 clusters Score -6190300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6190300.500000 Penalty: 5362.866211
	Iteration 39Q: 3 clusters Score -6190300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6190297.500000 Penalty: 5362.866211
	Iteration 40F: 3 clusters Score -6190298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6190299.000000 Penalty: 5362.866211
	Iteration 41Q: 3 clusters Score -6190299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6190288.500000 Penalty: 5362.866211
	Iteration 42Q: 3 clusters Score -6190288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6190292.000000 Penalty: 5362.866211
	Iteration 43Q: 3 clusters Score -6190292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6190293.000000 Penalty: 5362.866211
	Iteration 44Q: 3 clusters Score -6190293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6190293.000000 Penalty: 5362.866211
	Iteration 45F: 3 clusters Score -6190293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Entering Unmasked Estep 
Score: -134490656.000000 Penalty: 245151.562500
Splitting cluster 15 changes total score from -134487584.000000 to -134490656.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 16 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -417852.718750 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -417852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -414270.812500 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -414270.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -415139.312500 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -415139.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -415392.093750 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -415392.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -415624.000000 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -415624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -415848.656250 Penalty: 4047.758789
	Iteration 4F: 3 clusters Score -415848.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -416150.718750 Penalty: 4047.758789
	Iteration 5F: 3 clusters Score -416150.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -416473.781250 Penalty: 4047.758789
	Iteration 6F: 3 clusters Score -416473.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -416727.781250 Penalty: 4047.758789
	Iteration 7F: 3 clusters Score -416727.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -417011.468750 Penalty: 4047.758789
	Iteration 8F: 3 clusters Score -417011.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -417350.218750 Penalty: 4047.758789
	Iteration 9F: 3 clusters Score -417350.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -417620.437500 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -417620.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -417735.000000 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -417735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -417781.937500 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -417781.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417818.406250 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -417818.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -417839.406250 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -417839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -417863.156250 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -417863.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417905.437500 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -417905.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -417966.468750 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -417966.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -418038.000000 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -418038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -418128.281250 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -418128.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -418194.593750 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -418194.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -418219.750000 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -418219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -418227.156250 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -418227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -418233.031250 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -418233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -418233.968750 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -418234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -418234.562500 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -418234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418235.187500 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -418235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -418235.437500 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -418235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -418236.000000 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -418236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -418236.093750 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -418236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -418236.093750 Penalty: 4047.758789
	Iteration 30F: 3 clusters Score -418236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Mstep: Class 72 contains 2017 members 
Entering Unmasked Estep 
Score: -134489680.000000 Penalty: 248604.390625
Splitting cluster 16 changes total score from -134487584.000000 to -134489680.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 17 (27121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Entering Unmasked Estep 
Score: -3316329.000000 Penalty: 2531.599854
	Iteration 0F: 2 clusters Score -3316329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3297548.250000 Penalty: 5063.199707
	Iteration 0F: 3 clusters Score -3297548 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3304222.500000 Penalty: 5063.199707
	Iteration 1F: 3 clusters Score -3304222 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3304801.250000 Penalty: 5063.199707
	Iteration 2F: 3 clusters Score -3304801 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3305438.750000 Penalty: 5063.199707
	Iteration 3Q: 3 clusters Score -3305439 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3306148.500000 Penalty: 5063.199707
	Iteration 4F: 3 clusters Score -3306148 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3306982.250000 Penalty: 5063.199707
	Iteration 5F: 3 clusters Score -3306982 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3307825.500000 Penalty: 5063.199707
	Iteration 6F: 3 clusters Score -3307826 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3308709.250000 Penalty: 5063.199707
	Iteration 7F: 3 clusters Score -3308709 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3309693.750000 Penalty: 5063.199707
	Iteration 8F: 3 clusters Score -3309694 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3310735.500000 Penalty: 5063.199707
	Iteration 9F: 3 clusters Score -3310736 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3311725.750000 Penalty: 5063.199707
	Iteration 10F: 3 clusters Score -3311726 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3312603.750000 Penalty: 5063.199707
	Iteration 11Q: 3 clusters Score -3312604 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3313207.500000 Penalty: 5063.199707
	Iteration 12Q: 3 clusters Score -3313208 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3313579.500000 Penalty: 5063.199707
	Iteration 13Q: 3 clusters Score -3313580 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3313870.000000 Penalty: 5063.199707
	Iteration 14Q: 3 clusters Score -3313870 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3314084.750000 Penalty: 5063.199707
	Iteration 15Q: 3 clusters Score -3314085 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3314240.250000 Penalty: 5063.199707
	Iteration 16Q: 3 clusters Score -3314240 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3314392.750000 Penalty: 5063.199707
	Iteration 17Q: 3 clusters Score -3314393 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3314502.250000 Penalty: 5063.199707
	Iteration 18Q: 3 clusters Score -3314502 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3314610.000000 Penalty: 5063.199707
	Iteration 19Q: 3 clusters Score -3314610 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3314681.000000 Penalty: 5063.199707
	Iteration 20F: 3 clusters Score -3314681 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3314743.500000 Penalty: 5063.199707
	Iteration 21Q: 3 clusters Score -3314744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3314791.750000 Penalty: 5063.199707
	Iteration 22Q: 3 clusters Score -3314792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3314833.750000 Penalty: 5063.199707
	Iteration 23Q: 3 clusters Score -3314834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3314865.250000 Penalty: 5063.199707
	Iteration 24Q: 3 clusters Score -3314865 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3314877.250000 Penalty: 5063.199707
	Iteration 25Q: 3 clusters Score -3314877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3314907.500000 Penalty: 5063.199707
	Iteration 26Q: 3 clusters Score -3314908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3314917.250000 Penalty: 5063.199707
	Iteration 27Q: 3 clusters Score -3314917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3314933.750000 Penalty: 5063.199707
	Iteration 28Q: 3 clusters Score -3314934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3314954.750000 Penalty: 5063.199707
	Iteration 29Q: 3 clusters Score -3314955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3314972.250000 Penalty: 5063.199707
	Iteration 30Q: 3 clusters Score -3314972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3314994.250000 Penalty: 5063.199707
	Iteration 31Q: 3 clusters Score -3314994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3314993.000000 Penalty: 5063.199707
	Iteration 32Q: 3 clusters Score -3314993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3315011.000000 Penalty: 5063.199707
	Iteration 33Q: 3 clusters Score -3315011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3315019.500000 Penalty: 5063.199707
	Iteration 34Q: 3 clusters Score -3315020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3315048.250000 Penalty: 5063.199707
	Iteration 35Q: 3 clusters Score -3315048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3315050.000000 Penalty: 5063.199707
	Iteration 36Q: 3 clusters Score -3315050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3315057.750000 Penalty: 5063.199707
	Iteration 37Q: 3 clusters Score -3315058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3315064.500000 Penalty: 5063.199707
	Iteration 38Q: 3 clusters Score -3315064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3315069.000000 Penalty: 5063.199707
	Iteration 39Q: 3 clusters Score -3315069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3315071.000000 Penalty: 5063.199707
	Iteration 40F: 3 clusters Score -3315071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3315068.500000 Penalty: 5063.199707
	Iteration 41Q: 3 clusters Score -3315068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3315078.250000 Penalty: 5063.199707
	Iteration 42Q: 3 clusters Score -3315078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3315072.500000 Penalty: 5063.199707
	Iteration 43Q: 3 clusters Score -3315072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3315087.250000 Penalty: 5063.199707
	Iteration 44Q: 3 clusters Score -3315087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3315101.750000 Penalty: 5063.199707
	Iteration 45Q: 3 clusters Score -3315102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3315104.250000 Penalty: 5063.199707
	Iteration 46Q: 3 clusters Score -3315104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3315103.750000 Penalty: 5063.199707
	Iteration 47Q: 3 clusters Score -3315104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3315107.750000 Penalty: 5063.199707
	Iteration 48Q: 3 clusters Score -3315108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3315102.750000 Penalty: 5063.199707
	Iteration 49Q: 3 clusters Score -3315103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3315121.500000 Penalty: 5063.199707
	Iteration 50Q: 3 clusters Score -3315122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3315137.000000 Penalty: 5063.199707
	Iteration 51Q: 3 clusters Score -3315137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3315144.750000 Penalty: 5063.199707
	Iteration 52Q: 3 clusters Score -3315145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3315145.500000 Penalty: 5063.199707
	Iteration 53Q: 3 clusters Score -3315146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3315162.500000 Penalty: 5063.199707
	Iteration 54Q: 3 clusters Score -3315162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3315173.500000 Penalty: 5063.199707
	Iteration 55Q: 3 clusters Score -3315174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3315176.750000 Penalty: 5063.199707
	Iteration 56Q: 3 clusters Score -3315177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3315183.250000 Penalty: 5063.199707
	Iteration 57Q: 3 clusters Score -3315183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3315184.000000 Penalty: 5063.199707
	Iteration 58Q: 3 clusters Score -3315184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3315199.750000 Penalty: 5063.199707
	Iteration 59Q: 3 clusters Score -3315200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3315204.500000 Penalty: 5063.199707
	Iteration 60F: 3 clusters Score -3315204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3315213.750000 Penalty: 5063.199707
	Iteration 61Q: 3 clusters Score -3315214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3315230.250000 Penalty: 5063.199707
	Iteration 62Q: 3 clusters Score -3315230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3315242.750000 Penalty: 5063.199707
	Iteration 63Q: 3 clusters Score -3315243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3315254.750000 Penalty: 5063.199707
	Iteration 64Q: 3 clusters Score -3315255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3315261.000000 Penalty: 5063.199707
	Iteration 65Q: 3 clusters Score -3315261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3315264.750000 Penalty: 5063.199707
	Iteration 66Q: 3 clusters Score -3315265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3315264.750000 Penalty: 5063.199707
	Iteration 67Q: 3 clusters Score -3315265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3315259.000000 Penalty: 5063.199707
	Iteration 68Q: 3 clusters Score -3315259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3315270.750000 Penalty: 5063.199707
	Iteration 69Q: 3 clusters Score -3315271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3315279.250000 Penalty: 5063.199707
	Iteration 70Q: 3 clusters Score -3315279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3315281.250000 Penalty: 5063.199707
	Iteration 71Q: 3 clusters Score -3315281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3315281.250000 Penalty: 5063.199707
	Iteration 72Q: 3 clusters Score -3315281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3315310.000000 Penalty: 5063.199707
	Iteration 73Q: 3 clusters Score -3315310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3315318.500000 Penalty: 5063.199707
	Iteration 74Q: 3 clusters Score -3315318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3315339.250000 Penalty: 5063.199707
	Iteration 75Q: 3 clusters Score -3315339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3315364.500000 Penalty: 5063.199707
	Iteration 76Q: 3 clusters Score -3315364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3315371.250000 Penalty: 5063.199707
	Iteration 77Q: 3 clusters Score -3315371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3315383.000000 Penalty: 5063.199707
	Iteration 78Q: 3 clusters Score -3315383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3315390.750000 Penalty: 5063.199707
	Iteration 79Q: 3 clusters Score -3315391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3315395.250000 Penalty: 5063.199707
	Iteration 80F: 3 clusters Score -3315395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3315412.500000 Penalty: 5063.199707
	Iteration 81Q: 3 clusters Score -3315412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3315422.750000 Penalty: 5063.199707
	Iteration 82Q: 3 clusters Score -3315423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3315432.000000 Penalty: 5063.199707
	Iteration 83Q: 3 clusters Score -3315432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3315432.000000 Penalty: 5063.199707
	Iteration 84Q: 3 clusters Score -3315432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3315440.000000 Penalty: 5063.199707
	Iteration 85Q: 3 clusters Score -3315440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3315445.500000 Penalty: 5063.199707
	Iteration 86Q: 3 clusters Score -3315446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3315445.500000 Penalty: 5063.199707
	Iteration 87Q: 3 clusters Score -3315446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3315443.250000 Penalty: 5063.199707
	Iteration 88Q: 3 clusters Score -3315443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3315452.250000 Penalty: 5063.199707
	Iteration 89Q: 3 clusters Score -3315452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3315450.750000 Penalty: 5063.199707
	Iteration 90Q: 3 clusters Score -3315451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3315453.000000 Penalty: 5063.199707
	Iteration 91Q: 3 clusters Score -3315453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3315456.750000 Penalty: 5063.199707
	Iteration 92Q: 3 clusters Score -3315457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3315457.000000 Penalty: 5063.199707
	Iteration 93Q: 3 clusters Score -3315457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3315457.250000 Penalty: 5063.199707
	Iteration 94Q: 3 clusters Score -3315457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3315458.250000 Penalty: 5063.199707
	Iteration 95Q: 3 clusters Score -3315458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3315458.000000 Penalty: 5063.199707
	Iteration 96Q: 3 clusters Score -3315458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3315456.500000 Penalty: 5063.199707
	Iteration 97Q: 3 clusters Score -3315456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3315458.500000 Penalty: 5063.199707
	Iteration 98Q: 3 clusters Score -3315458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3315460.250000 Penalty: 5063.199707
	Iteration 99Q: 3 clusters Score -3315460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3315463.000000 Penalty: 5063.199707
	Iteration 100F: 3 clusters Score -3315463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3315459.500000 Penalty: 5063.199707
	Iteration 101Q: 3 clusters Score -3315460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3315465.000000 Penalty: 5063.199707
	Iteration 102Q: 3 clusters Score -3315465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3315465.000000 Penalty: 5063.199707
	Iteration 103Q: 3 clusters Score -3315465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3315467.250000 Penalty: 5063.199707
	Iteration 104Q: 3 clusters Score -3315467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3315465.250000 Penalty: 5063.199707
	Iteration 105Q: 3 clusters Score -3315465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3315465.000000 Penalty: 5063.199707
	Iteration 106Q: 3 clusters Score -3315465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3315463.000000 Penalty: 5063.199707
	Iteration 107Q: 3 clusters Score -3315463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3315464.750000 Penalty: 5063.199707
	Iteration 108Q: 3 clusters Score -3315465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3315462.500000 Penalty: 5063.199707
	Iteration 109Q: 3 clusters Score -3315462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3315467.000000 Penalty: 5063.199707
	Iteration 110Q: 3 clusters Score -3315467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3315468.000000 Penalty: 5063.199707
	Iteration 111Q: 3 clusters Score -3315468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3315467.000000 Penalty: 5063.199707
	Iteration 112Q: 3 clusters Score -3315467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3315467.500000 Penalty: 5063.199707
	Iteration 113Q: 3 clusters Score -3315468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3315467.500000 Penalty: 5063.199707
	Iteration 114F: 3 clusters Score -3315468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -268586.218750 Penalty: 1908.998779
	Iteration 0F: 2 clusters Score -268586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -265859.156250 Penalty: 3817.997559
	Iteration 0F: 3 clusters Score -265859.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -266391.281250 Penalty: 3817.997559
	Iteration 1F: 3 clusters Score -266391.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -266507.187500 Penalty: 3817.997559
	Iteration 2F: 3 clusters Score -266507.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -266565.781250 Penalty: 3817.997559
	Iteration 3Q: 3 clusters Score -266565.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266596.875000 Penalty: 3817.997559
	Iteration 4Q: 3 clusters Score -266596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -266616.750000 Penalty: 3817.997559
	Iteration 5Q: 3 clusters Score -266616.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266630.468750 Penalty: 3817.997559
	Iteration 6Q: 3 clusters Score -266630.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -266648.281250 Penalty: 3817.997559
	Iteration 7Q: 3 clusters Score -266648.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266661.718750 Penalty: 3817.997559
	Iteration 8Q: 3 clusters Score -266661.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266675.250000 Penalty: 3817.997559
	Iteration 9Q: 3 clusters Score -266675.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -266691.343750 Penalty: 3817.997559
	Iteration 10Q: 3 clusters Score -266691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -266696.406250 Penalty: 3817.997559
	Iteration 11Q: 3 clusters Score -266696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -266704.187500 Penalty: 3817.997559
	Iteration 12Q: 3 clusters Score -266704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -266711.812500 Penalty: 3817.997559
	Iteration 13Q: 3 clusters Score -266711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -266722.281250 Penalty: 3817.997559
	Iteration 14Q: 3 clusters Score -266722.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -266732.937500 Penalty: 3817.997559
	Iteration 15Q: 3 clusters Score -266732.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -266744.687500 Penalty: 3817.997559
	Iteration 16Q: 3 clusters Score -266744.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -266752.000000 Penalty: 3817.997559
	Iteration 17Q: 3 clusters Score -266752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266761.093750 Penalty: 3817.997559
	Iteration 18Q: 3 clusters Score -266761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -266766.250000 Penalty: 3817.997559
	Iteration 19Q: 3 clusters Score -266766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -266771.093750 Penalty: 3817.997559
	Iteration 20F: 3 clusters Score -266771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266773.750000 Penalty: 3817.997559
	Iteration 21Q: 3 clusters Score -266773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -266780.687500 Penalty: 3817.997559
	Iteration 22Q: 3 clusters Score -266780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -266787.093750 Penalty: 3817.997559
	Iteration 23Q: 3 clusters Score -266787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -266794.656250 Penalty: 3817.997559
	Iteration 24Q: 3 clusters Score -266794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -266801.187500 Penalty: 3817.997559
	Iteration 25Q: 3 clusters Score -266801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -266804.750000 Penalty: 3817.997559
	Iteration 26Q: 3 clusters Score -266804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -266807.312500 Penalty: 3817.997559
	Iteration 27Q: 3 clusters Score -266807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -266810.937500 Penalty: 3817.997559
	Iteration 28Q: 3 clusters Score -266810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -266815.343750 Penalty: 3817.997559
	Iteration 29Q: 3 clusters Score -266815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266817.625000 Penalty: 3817.997559
	Iteration 30Q: 3 clusters Score -266817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266819.718750 Penalty: 3817.997559
	Iteration 31Q: 3 clusters Score -266819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -266821.000000 Penalty: 3817.997559
	Iteration 32Q: 3 clusters Score -266821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -266822.250000 Penalty: 3817.997559
	Iteration 33Q: 3 clusters Score -266822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -266824.062500 Penalty: 3817.997559
	Iteration 34Q: 3 clusters Score -266824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266824.812500 Penalty: 3817.997559
	Iteration 35Q: 3 clusters Score -266824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -266825.343750 Penalty: 3817.997559
	Iteration 36Q: 3 clusters Score -266825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -266825.375000 Penalty: 3817.997559
	Iteration 37Q: 3 clusters Score -266825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -266826.625000 Penalty: 3817.997559
	Iteration 38Q: 3 clusters Score -266826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -266827.875000 Penalty: 3817.997559
	Iteration 39Q: 3 clusters Score -266827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266829.750000 Penalty: 3817.997559
	Iteration 40F: 3 clusters Score -266829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -266830.500000 Penalty: 3817.997559
	Iteration 41Q: 3 clusters Score -266830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -266831.812500 Penalty: 3817.997559
	Iteration 42Q: 3 clusters Score -266831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -266834.718750 Penalty: 3817.997559
	Iteration 43Q: 3 clusters Score -266834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -266836.312500 Penalty: 3817.997559
	Iteration 44Q: 3 clusters Score -266836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266837.156250 Penalty: 3817.997559
	Iteration 45Q: 3 clusters Score -266837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266837.156250 Penalty: 3817.997559
	Iteration 46F: 3 clusters Score -266837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -439266.406250 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -439266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -435555.937500 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -435555.9 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -436374.625000 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -436374.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -436567.562500 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -436567.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -436707.406250 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -436707.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -436819.843750 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -436819.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -436906.281250 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -436906.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -436968.281250 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -436968.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -437030.468750 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -437030.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -437087.093750 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -437087.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -437143.718750 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -437143.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -437195.062500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -437195.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -437253.312500 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -437253.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -437308.625000 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -437308.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -437357.906250 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -437357.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -437397.906250 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -437397.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -437442.625000 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -437442.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -437479.406250 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -437479.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -437524.406250 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -437524.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437577.375000 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -437577.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -437637.218750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -437637.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -437740.125000 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -437740.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -437863.750000 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -437863.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -438001.687500 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -438001.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -438153.093750 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -438153.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -438327.625000 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -438327.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -438486.500000 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -438486.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -438566.500000 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -438566.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -438601.562500 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -438601.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -438614.843750 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -438614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -438623.875000 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -438623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -438628.718750 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -438628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -438629.312500 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -438629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -438630.531250 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -438630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -438632.718750 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -438632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -438632.750000 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -438632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -438632.750000 Penalty: 4080.114746
	Iteration 35F: 3 clusters Score -438632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -872563.812500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -872563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -866750.500000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -866750.5 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -868350.000000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -868350 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -868805.812500 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -868805.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -869289.562500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -869289.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -869733.500000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -869733.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -870134.500000 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -870134.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -870477.875000 Penalty: 4393.892090
	Iteration 6F: 3 clusters Score -870477.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -870741.062500 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -870741.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -870954.312500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -870954.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -871123.437500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -871123.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -871239.500000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -871239.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -871325.187500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -871325.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -871412.000000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -871412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -871471.000000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -871471 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -871526.875000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -871526.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -871569.625000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -871569.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -871600.062500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -871600.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -871616.750000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -871616.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -871627.125000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -871627.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -871641.687500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -871641.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -871656.812500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -871656.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -871674.187500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -871674.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -871687.687500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -871687.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -871699.562500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -871699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -871708.687500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -871708.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -871714.937500 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -871714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -871716.750000 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -871716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -871721.312500 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -871721.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -871724.437500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -871724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -871727.687500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -871727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -871731.937500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -871731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -871731.625000 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -871731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -871732.750000 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -871732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -871733.875000 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -871733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -871735.187500 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -871735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -871734.250000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -871734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -871734.687500 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -871734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -871734.687500 Penalty: 4393.892090
	Iteration 37F: 3 clusters Score -871734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (70200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Entering Unmasked Estep 
Score: -8747128.000000 Penalty: 2767.457520
	Iteration 0F: 2 clusters Score -8747128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -8700011.000000 Penalty: 5534.915039
	Iteration 0F: 3 clusters Score -8700011 nChanged 32909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -8718575.000000 Penalty: 5534.915039
	Iteration 1F: 3 clusters Score -8718575 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -8719406.000000 Penalty: 5534.915039
	Iteration 2Q: 3 clusters Score -8719406 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -8720372.000000 Penalty: 5534.915039
	Iteration 3Q: 3 clusters Score -8720372 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -8721475.000000 Penalty: 5534.915039
	Iteration 4Q: 3 clusters Score -8721475 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -8722822.000000 Penalty: 5534.915039
	Iteration 5Q: 3 clusters Score -8722822 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8724294.000000 Penalty: 5534.915039
	Iteration 6Q: 3 clusters Score -8724294 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8726031.000000 Penalty: 5534.915039
	Iteration 7F: 3 clusters Score -8726031 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -8728052.000000 Penalty: 5534.915039
	Iteration 8F: 3 clusters Score -8728052 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -8730458.000000 Penalty: 5534.915039
	Iteration 9F: 3 clusters Score -8730458 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -8733255.000000 Penalty: 5534.915039
	Iteration 10F: 3 clusters Score -8733255 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -8736407.000000 Penalty: 5534.915039
	Iteration 11F: 3 clusters Score -8736407 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -8739293.000000 Penalty: 5534.915039
	Iteration 12F: 3 clusters Score -8739293 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -8741623.000000 Penalty: 5534.915039
	Iteration 13Q: 3 clusters Score -8741623 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -8743063.000000 Penalty: 5534.915039
	Iteration 14Q: 3 clusters Score -8743063 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -8743779.000000 Penalty: 5534.915039
	Iteration 15Q: 3 clusters Score -8743779 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -8744168.000000 Penalty: 5534.915039
	Iteration 16Q: 3 clusters Score -8744168 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -8744401.000000 Penalty: 5534.915039
	Iteration 17Q: 3 clusters Score -8744401 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -8744556.000000 Penalty: 5534.915039
	Iteration 18Q: 3 clusters Score -8744556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -8744649.000000 Penalty: 5534.915039
	Iteration 19Q: 3 clusters Score -8744649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -8744696.000000 Penalty: 5534.915039
	Iteration 20F: 3 clusters Score -8744696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -8744700.000000 Penalty: 5534.915039
	Iteration 21Q: 3 clusters Score -8744700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -8744732.000000 Penalty: 5534.915039
	Iteration 22Q: 3 clusters Score -8744732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -8744748.000000 Penalty: 5534.915039
	Iteration 23Q: 3 clusters Score -8744748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -8744770.000000 Penalty: 5534.915039
	Iteration 24Q: 3 clusters Score -8744770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8744781.000000 Penalty: 5534.915039
	Iteration 25Q: 3 clusters Score -8744781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -8744778.000000 Penalty: 5534.915039
	Iteration 26Q: 3 clusters Score -8744778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -8744791.000000 Penalty: 5534.915039
	Iteration 27Q: 3 clusters Score -8744791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -8744802.000000 Penalty: 5534.915039
	Iteration 28Q: 3 clusters Score -8744802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -8744803.000000 Penalty: 5534.915039
	Iteration 29Q: 3 clusters Score -8744803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -8744812.000000 Penalty: 5534.915039
	Iteration 30Q: 3 clusters Score -8744812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -8744809.000000 Penalty: 5534.915039
	Iteration 31Q: 3 clusters Score -8744809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -8744820.000000 Penalty: 5534.915039
	Iteration 32Q: 3 clusters Score -8744820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -8744820.000000 Penalty: 5534.915039
	Iteration 33F: 3 clusters Score -8744820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Entering Unmasked Estep 
Score: -1763270.000000 Penalty: 2371.999023
	Iteration 0F: 2 clusters Score -1763270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1752916.625000 Penalty: 4743.998047
	Iteration 0F: 3 clusters Score -1752917 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1756171.125000 Penalty: 4743.998047
	Iteration 1F: 3 clusters Score -1756171 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1756615.250000 Penalty: 4743.998047
	Iteration 2F: 3 clusters Score -1756615 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1756964.750000 Penalty: 4743.998047
	Iteration 3F: 3 clusters Score -1756965 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1757308.750000 Penalty: 4743.998047
	Iteration 4Q: 3 clusters Score -1757309 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1757749.625000 Penalty: 4743.998047
	Iteration 5F: 3 clusters Score -1757750 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1758235.625000 Penalty: 4743.998047
	Iteration 6F: 3 clusters Score -1758236 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1758736.500000 Penalty: 4743.998047
	Iteration 7F: 3 clusters Score -1758736 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1759183.250000 Penalty: 4743.998047
	Iteration 8Q: 3 clusters Score -1759183 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1759587.000000 Penalty: 4743.998047
	Iteration 9Q: 3 clusters Score -1759587 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1759907.250000 Penalty: 4743.998047
	Iteration 10Q: 3 clusters Score -1759907 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1760159.500000 Penalty: 4743.998047
	Iteration 11Q: 3 clusters Score -1760160 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1760367.000000 Penalty: 4743.998047
	Iteration 12Q: 3 clusters Score -1760367 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1760530.375000 Penalty: 4743.998047
	Iteration 13Q: 3 clusters Score -1760530 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1760654.375000 Penalty: 4743.998047
	Iteration 14Q: 3 clusters Score -1760654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1760735.875000 Penalty: 4743.998047
	Iteration 15Q: 3 clusters Score -1760736 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1760810.625000 Penalty: 4743.998047
	Iteration 16Q: 3 clusters Score -1760811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1760862.500000 Penalty: 4743.998047
	Iteration 17Q: 3 clusters Score -1760862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1760917.375000 Penalty: 4743.998047
	Iteration 18Q: 3 clusters Score -1760917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1760979.625000 Penalty: 4743.998047
	Iteration 19Q: 3 clusters Score -1760980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1761043.750000 Penalty: 4743.998047
	Iteration 20F: 3 clusters Score -1761044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1761108.375000 Penalty: 4743.998047
	Iteration 21Q: 3 clusters Score -1761108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1761184.875000 Penalty: 4743.998047
	Iteration 22Q: 3 clusters Score -1761185 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1761230.875000 Penalty: 4743.998047
	Iteration 23Q: 3 clusters Score -1761231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1761279.875000 Penalty: 4743.998047
	Iteration 24Q: 3 clusters Score -1761280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1761317.500000 Penalty: 4743.998047
	Iteration 25Q: 3 clusters Score -1761318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1761346.500000 Penalty: 4743.998047
	Iteration 26Q: 3 clusters Score -1761346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1761384.375000 Penalty: 4743.998047
	Iteration 27Q: 3 clusters Score -1761384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1761401.875000 Penalty: 4743.998047
	Iteration 28Q: 3 clusters Score -1761402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1761422.000000 Penalty: 4743.998047
	Iteration 29Q: 3 clusters Score -1761422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1761444.250000 Penalty: 4743.998047
	Iteration 30Q: 3 clusters Score -1761444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1761465.500000 Penalty: 4743.998047
	Iteration 31Q: 3 clusters Score -1761466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1761480.750000 Penalty: 4743.998047
	Iteration 32Q: 3 clusters Score -1761481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1761486.125000 Penalty: 4743.998047
	Iteration 33Q: 3 clusters Score -1761486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1761495.625000 Penalty: 4743.998047
	Iteration 34Q: 3 clusters Score -1761496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1761503.125000 Penalty: 4743.998047
	Iteration 35Q: 3 clusters Score -1761503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1761506.375000 Penalty: 4743.998047
	Iteration 36Q: 3 clusters Score -1761506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1761509.250000 Penalty: 4743.998047
	Iteration 37Q: 3 clusters Score -1761509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1761514.125000 Penalty: 4743.998047
	Iteration 38Q: 3 clusters Score -1761514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1761525.500000 Penalty: 4743.998047
	Iteration 39Q: 3 clusters Score -1761526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1761539.625000 Penalty: 4743.998047
	Iteration 40F: 3 clusters Score -1761540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1761552.875000 Penalty: 4743.998047
	Iteration 41Q: 3 clusters Score -1761553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1761561.625000 Penalty: 4743.998047
	Iteration 42Q: 3 clusters Score -1761562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1761566.125000 Penalty: 4743.998047
	Iteration 43Q: 3 clusters Score -1761566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1761567.125000 Penalty: 4743.998047
	Iteration 44Q: 3 clusters Score -1761567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1761578.000000 Penalty: 4743.998047
	Iteration 45Q: 3 clusters Score -1761578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1761579.875000 Penalty: 4743.998047
	Iteration 46Q: 3 clusters Score -1761580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1761590.625000 Penalty: 4743.998047
	Iteration 47Q: 3 clusters Score -1761591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1761595.500000 Penalty: 4743.998047
	Iteration 48Q: 3 clusters Score -1761596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1761602.750000 Penalty: 4743.998047
	Iteration 49Q: 3 clusters Score -1761603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1761605.625000 Penalty: 4743.998047
	Iteration 50Q: 3 clusters Score -1761606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1761603.250000 Penalty: 4743.998047
	Iteration 51Q: 3 clusters Score -1761603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1761605.250000 Penalty: 4743.998047
	Iteration 52Q: 3 clusters Score -1761605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1761604.250000 Penalty: 4743.998047
	Iteration 53Q: 3 clusters Score -1761604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1761609.875000 Penalty: 4743.998047
	Iteration 54Q: 3 clusters Score -1761610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1761609.750000 Penalty: 4743.998047
	Iteration 55Q: 3 clusters Score -1761610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1761611.875000 Penalty: 4743.998047
	Iteration 56Q: 3 clusters Score -1761612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1761614.750000 Penalty: 4743.998047
	Iteration 57Q: 3 clusters Score -1761615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1761616.500000 Penalty: 4743.998047
	Iteration 58Q: 3 clusters Score -1761616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1761616.000000 Penalty: 4743.998047
	Iteration 59Q: 3 clusters Score -1761616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1761616.625000 Penalty: 4743.998047
	Iteration 60F: 3 clusters Score -1761617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -594433.687500 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -594433.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589601.250000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -589601.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -591083.187500 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -591083.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -591594.687500 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -591594.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -591957.375000 Penalty: 4283.829102
	Iteration 3F: 3 clusters Score -591957.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -592278.437500 Penalty: 4283.829102
	Iteration 4F: 3 clusters Score -592278.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -592528.562500 Penalty: 4283.829102
	Iteration 5F: 3 clusters Score -592528.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -592708.000000 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -592708 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -592862.000000 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -592862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -592999.562500 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -592999.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -593118.062500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -593118.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -593238.437500 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -593238.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -593328.500000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -593328.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -593407.312500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -593407.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -593471.937500 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -593471.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -593540.125000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -593540.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -593598.562500 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -593598.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -593654.500000 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -593654.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -593691.625000 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -593691.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -593730.625000 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -593730.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -593769.312500 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -593769.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -593796.437500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -593796.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -593827.562500 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -593827.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -593853.375000 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -593853.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -593881.500000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -593881.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -593901.812500 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -593901.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -593915.750000 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -593915.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -593932.062500 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -593932.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -593944.250000 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -593944.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -593957.125000 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -593957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -593966.062500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -593966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -593972.500000 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -593972.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -593981.375000 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -593981.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -593993.062500 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -593993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -593999.625000 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -593999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -594004.750000 Penalty: 4283.829102
	Iteration 34Q: 3 clusters Score -594004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -594011.250000 Penalty: 4283.829102
	Iteration 35Q: 3 clusters Score -594011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -594018.687500 Penalty: 4283.829102
	Iteration 36Q: 3 clusters Score -594018.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -594024.875000 Penalty: 4283.829102
	Iteration 37Q: 3 clusters Score -594024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -594034.500000 Penalty: 4283.829102
	Iteration 38Q: 3 clusters Score -594034.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -594044.562500 Penalty: 4283.829102
	Iteration 39Q: 3 clusters Score -594044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -594055.750000 Penalty: 4283.829102
	Iteration 40F: 3 clusters Score -594055.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -594072.562500 Penalty: 4283.829102
	Iteration 41Q: 3 clusters Score -594072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -594091.500000 Penalty: 4283.829102
	Iteration 42Q: 3 clusters Score -594091.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -594105.312500 Penalty: 4283.829102
	Iteration 43Q: 3 clusters Score -594105.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -594114.500000 Penalty: 4283.829102
	Iteration 44Q: 3 clusters Score -594114.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -594123.750000 Penalty: 4283.829102
	Iteration 45Q: 3 clusters Score -594123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -594132.312500 Penalty: 4283.829102
	Iteration 46Q: 3 clusters Score -594132.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -594137.812500 Penalty: 4283.829102
	Iteration 47Q: 3 clusters Score -594137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -594141.687500 Penalty: 4283.829102
	Iteration 48Q: 3 clusters Score -594141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -594144.062500 Penalty: 4283.829102
	Iteration 49Q: 3 clusters Score -594144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -594145.125000 Penalty: 4283.829102
	Iteration 50Q: 3 clusters Score -594145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -594149.000000 Penalty: 4283.829102
	Iteration 51Q: 3 clusters Score -594149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -594149.937500 Penalty: 4283.829102
	Iteration 52Q: 3 clusters Score -594149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -594151.875000 Penalty: 4283.829102
	Iteration 53Q: 3 clusters Score -594151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -594151.875000 Penalty: 4283.829102
	Iteration 54F: 3 clusters Score -594151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Entering Unmasked Estep 
Score: -2827236.500000 Penalty: 2490.024170
	Iteration 0F: 2 clusters Score -2827236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2811357.500000 Penalty: 4980.048340
	Iteration 0F: 3 clusters Score -2811358 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2816933.250000 Penalty: 4980.048340
	Iteration 1F: 3 clusters Score -2816933 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2817523.250000 Penalty: 4980.048340
	Iteration 2F: 3 clusters Score -2817523 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2818134.250000 Penalty: 4980.048340
	Iteration 3F: 3 clusters Score -2818134 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2818831.750000 Penalty: 4980.048340
	Iteration 4F: 3 clusters Score -2818832 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2819665.750000 Penalty: 4980.048340
	Iteration 5F: 3 clusters Score -2819666 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2820482.750000 Penalty: 4980.048340
	Iteration 6F: 3 clusters Score -2820483 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2821281.750000 Penalty: 4980.048340
	Iteration 7F: 3 clusters Score -2821282 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2821943.000000 Penalty: 4980.048340
	Iteration 8Q: 3 clusters Score -2821943 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2822496.500000 Penalty: 4980.048340
	Iteration 9Q: 3 clusters Score -2822496 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2822929.250000 Penalty: 4980.048340
	Iteration 10Q: 3 clusters Score -2822929 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2823257.250000 Penalty: 4980.048340
	Iteration 11Q: 3 clusters Score -2823257 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2823503.000000 Penalty: 4980.048340
	Iteration 12Q: 3 clusters Score -2823503 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2823752.750000 Penalty: 4980.048340
	Iteration 13Q: 3 clusters Score -2823753 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2823991.250000 Penalty: 4980.048340
	Iteration 14Q: 3 clusters Score -2823991 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2824189.500000 Penalty: 4980.048340
	Iteration 15Q: 3 clusters Score -2824190 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2824421.250000 Penalty: 4980.048340
	Iteration 16Q: 3 clusters Score -2824421 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2824619.000000 Penalty: 4980.048340
	Iteration 17Q: 3 clusters Score -2824619 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2824803.000000 Penalty: 4980.048340
	Iteration 18Q: 3 clusters Score -2824803 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2824938.250000 Penalty: 4980.048340
	Iteration 19Q: 3 clusters Score -2824938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2825097.500000 Penalty: 4980.048340
	Iteration 20F: 3 clusters Score -2825098 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2825210.000000 Penalty: 4980.048340
	Iteration 21Q: 3 clusters Score -2825210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2825333.750000 Penalty: 4980.048340
	Iteration 22Q: 3 clusters Score -2825334 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2825414.250000 Penalty: 4980.048340
	Iteration 23Q: 3 clusters Score -2825414 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2825514.000000 Penalty: 4980.048340
	Iteration 24Q: 3 clusters Score -2825514 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2825598.750000 Penalty: 4980.048340
	Iteration 25Q: 3 clusters Score -2825599 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2825652.500000 Penalty: 4980.048340
	Iteration 26Q: 3 clusters Score -2825652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2825711.000000 Penalty: 4980.048340
	Iteration 27Q: 3 clusters Score -2825711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2825763.500000 Penalty: 4980.048340
	Iteration 28Q: 3 clusters Score -2825764 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2825813.000000 Penalty: 4980.048340
	Iteration 29Q: 3 clusters Score -2825813 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2825861.000000 Penalty: 4980.048340
	Iteration 30Q: 3 clusters Score -2825861 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2825943.500000 Penalty: 4980.048340
	Iteration 31Q: 3 clusters Score -2825944 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2825993.250000 Penalty: 4980.048340
	Iteration 32Q: 3 clusters Score -2825993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2826063.750000 Penalty: 4980.048340
	Iteration 33Q: 3 clusters Score -2826064 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2826118.500000 Penalty: 4980.048340
	Iteration 34Q: 3 clusters Score -2826118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2826179.000000 Penalty: 4980.048340
	Iteration 35Q: 3 clusters Score -2826179 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2826227.750000 Penalty: 4980.048340
	Iteration 36Q: 3 clusters Score -2826228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2826282.250000 Penalty: 4980.048340
	Iteration 37Q: 3 clusters Score -2826282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2826332.500000 Penalty: 4980.048340
	Iteration 38Q: 3 clusters Score -2826332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2826375.000000 Penalty: 4980.048340
	Iteration 39Q: 3 clusters Score -2826375 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2826415.500000 Penalty: 4980.048340
	Iteration 40F: 3 clusters Score -2826416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2826452.750000 Penalty: 4980.048340
	Iteration 41Q: 3 clusters Score -2826453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2826479.500000 Penalty: 4980.048340
	Iteration 42Q: 3 clusters Score -2826480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2826508.500000 Penalty: 4980.048340
	Iteration 43Q: 3 clusters Score -2826508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2826532.250000 Penalty: 4980.048340
	Iteration 44Q: 3 clusters Score -2826532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2826542.750000 Penalty: 4980.048340
	Iteration 45Q: 3 clusters Score -2826543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2826554.000000 Penalty: 4980.048340
	Iteration 46Q: 3 clusters Score -2826554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2826562.500000 Penalty: 4980.048340
	Iteration 47Q: 3 clusters Score -2826562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2826564.500000 Penalty: 4980.048340
	Iteration 48Q: 3 clusters Score -2826564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2826583.250000 Penalty: 4980.048340
	Iteration 49Q: 3 clusters Score -2826583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2826587.750000 Penalty: 4980.048340
	Iteration 50Q: 3 clusters Score -2826588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2826590.750000 Penalty: 4980.048340
	Iteration 51Q: 3 clusters Score -2826591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2826594.750000 Penalty: 4980.048340
	Iteration 52Q: 3 clusters Score -2826595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2826598.250000 Penalty: 4980.048340
	Iteration 53Q: 3 clusters Score -2826598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2826598.500000 Penalty: 4980.048340
	Iteration 54Q: 3 clusters Score -2826598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2826602.250000 Penalty: 4980.048340
	Iteration 55Q: 3 clusters Score -2826602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2826606.250000 Penalty: 4980.048340
	Iteration 56Q: 3 clusters Score -2826606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2826612.750000 Penalty: 4980.048340
	Iteration 57Q: 3 clusters Score -2826613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2826611.000000 Penalty: 4980.048340
	Iteration 58Q: 3 clusters Score -2826611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2826616.250000 Penalty: 4980.048340
	Iteration 59Q: 3 clusters Score -2826616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2826620.000000 Penalty: 4980.048340
	Iteration 60F: 3 clusters Score -2826620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2826621.250000 Penalty: 4980.048340
	Iteration 61Q: 3 clusters Score -2826621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2826623.500000 Penalty: 4980.048340
	Iteration 62Q: 3 clusters Score -2826624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2826630.750000 Penalty: 4980.048340
	Iteration 63Q: 3 clusters Score -2826631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2826630.500000 Penalty: 4980.048340
	Iteration 64Q: 3 clusters Score -2826630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2826627.250000 Penalty: 4980.048340
	Iteration 65Q: 3 clusters Score -2826627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2826629.250000 Penalty: 4980.048340
	Iteration 66Q: 3 clusters Score -2826629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2826623.750000 Penalty: 4980.048340
	Iteration 67Q: 3 clusters Score -2826624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2826627.000000 Penalty: 4980.048340
	Iteration 68Q: 3 clusters Score -2826627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2826627.500000 Penalty: 4980.048340
	Iteration 69Q: 3 clusters Score -2826628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2826627.250000 Penalty: 4980.048340
	Iteration 70Q: 3 clusters Score -2826627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2826628.000000 Penalty: 4980.048340
	Iteration 71Q: 3 clusters Score -2826628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2826626.250000 Penalty: 4980.048340
	Iteration 72Q: 3 clusters Score -2826626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2826627.750000 Penalty: 4980.048340
	Iteration 73Q: 3 clusters Score -2826628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2826627.500000 Penalty: 4980.048340
	Iteration 74Q: 3 clusters Score -2826628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2826628.000000 Penalty: 4980.048340
	Iteration 75Q: 3 clusters Score -2826628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2826625.500000 Penalty: 4980.048340
	Iteration 76Q: 3 clusters Score -2826626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2826625.250000 Penalty: 4980.048340
	Iteration 77Q: 3 clusters Score -2826625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2826626.500000 Penalty: 4980.048340
	Iteration 78Q: 3 clusters Score -2826626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2826628.500000 Penalty: 4980.048340
	Iteration 79Q: 3 clusters Score -2826628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2826630.500000 Penalty: 4980.048340
	Iteration 80F: 3 clusters Score -2826630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2826631.500000 Penalty: 4980.048340
	Iteration 81Q: 3 clusters Score -2826632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2826627.250000 Penalty: 4980.048340
	Iteration 82Q: 3 clusters Score -2826627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2826624.500000 Penalty: 4980.048340
	Iteration 83Q: 3 clusters Score -2826624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2826626.500000 Penalty: 4980.048340
	Iteration 84Q: 3 clusters Score -2826626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2826626.750000 Penalty: 4980.048340
	Iteration 85Q: 3 clusters Score -2826627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2826627.750000 Penalty: 4980.048340
	Iteration 86Q: 3 clusters Score -2826628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2826629.000000 Penalty: 4980.048340
	Iteration 87Q: 3 clusters Score -2826629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2826629.000000 Penalty: 4980.048340
	Iteration 88F: 3 clusters Score -2826629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Entering Unmasked Estep 
Score: -5472014.500000 Penalty: 2669.144531
	Iteration 0F: 2 clusters Score -5472014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5440249.500000 Penalty: 5338.289062
	Iteration 0F: 3 clusters Score -5440250 nChanged 21606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -5452468.000000 Penalty: 5338.289062
	Iteration 1F: 3 clusters Score -5452468 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5453248.000000 Penalty: 5338.289062
	Iteration 2Q: 3 clusters Score -5453248 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5454135.500000 Penalty: 5338.289062
	Iteration 3Q: 3 clusters Score -5454136 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5455098.500000 Penalty: 5338.289062
	Iteration 4Q: 3 clusters Score -5455098 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5456400.500000 Penalty: 5338.289062
	Iteration 5F: 3 clusters Score -5456400 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5458041.000000 Penalty: 5338.289062
	Iteration 6F: 3 clusters Score -5458041 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5459937.500000 Penalty: 5338.289062
	Iteration 7F: 3 clusters Score -5459938 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -5461800.000000 Penalty: 5338.289062
	Iteration 8F: 3 clusters Score -5461800 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5463457.500000 Penalty: 5338.289062
	Iteration 9Q: 3 clusters Score -5463458 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5464699.000000 Penalty: 5338.289062
	Iteration 10Q: 3 clusters Score -5464699 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -5465536.500000 Penalty: 5338.289062
	Iteration 11Q: 3 clusters Score -5465536 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5466076.000000 Penalty: 5338.289062
	Iteration 12Q: 3 clusters Score -5466076 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5466469.500000 Penalty: 5338.289062
	Iteration 13Q: 3 clusters Score -5466470 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5466785.500000 Penalty: 5338.289062
	Iteration 14Q: 3 clusters Score -5466786 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5467050.500000 Penalty: 5338.289062
	Iteration 15Q: 3 clusters Score -5467050 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5467306.000000 Penalty: 5338.289062
	Iteration 16Q: 3 clusters Score -5467306 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5467561.500000 Penalty: 5338.289062
	Iteration 17Q: 3 clusters Score -5467562 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5467791.000000 Penalty: 5338.289062
	Iteration 18Q: 3 clusters Score -5467791 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5468017.000000 Penalty: 5338.289062
	Iteration 19Q: 3 clusters Score -5468017 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5468192.500000 Penalty: 5338.289062
	Iteration 20F: 3 clusters Score -5468192 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5468315.000000 Penalty: 5338.289062
	Iteration 21Q: 3 clusters Score -5468315 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5468411.500000 Penalty: 5338.289062
	Iteration 22Q: 3 clusters Score -5468412 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5468550.000000 Penalty: 5338.289062
	Iteration 23Q: 3 clusters Score -5468550 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5468640.000000 Penalty: 5338.289062
	Iteration 24Q: 3 clusters Score -5468640 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5468722.500000 Penalty: 5338.289062
	Iteration 25Q: 3 clusters Score -5468722 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5468831.500000 Penalty: 5338.289062
	Iteration 26Q: 3 clusters Score -5468832 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5468926.000000 Penalty: 5338.289062
	Iteration 27Q: 3 clusters Score -5468926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5468991.500000 Penalty: 5338.289062
	Iteration 28Q: 3 clusters Score -5468992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5469054.000000 Penalty: 5338.289062
	Iteration 29Q: 3 clusters Score -5469054 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5469146.000000 Penalty: 5338.289062
	Iteration 30Q: 3 clusters Score -5469146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5469207.500000 Penalty: 5338.289062
	Iteration 31Q: 3 clusters Score -5469208 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5469296.000000 Penalty: 5338.289062
	Iteration 32Q: 3 clusters Score -5469296 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5469368.000000 Penalty: 5338.289062
	Iteration 33Q: 3 clusters Score -5469368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5469420.500000 Penalty: 5338.289062
	Iteration 34Q: 3 clusters Score -5469420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5469465.500000 Penalty: 5338.289062
	Iteration 35Q: 3 clusters Score -5469466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5469505.500000 Penalty: 5338.289062
	Iteration 36Q: 3 clusters Score -5469506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5469560.500000 Penalty: 5338.289062
	Iteration 37Q: 3 clusters Score -5469560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5469580.000000 Penalty: 5338.289062
	Iteration 38Q: 3 clusters Score -5469580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5469611.000000 Penalty: 5338.289062
	Iteration 39Q: 3 clusters Score -5469611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5469644.500000 Penalty: 5338.289062
	Iteration 40F: 3 clusters Score -5469644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -5469659.000000 Penalty: 5338.289062
	Iteration 41Q: 3 clusters Score -5469659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5469685.500000 Penalty: 5338.289062
	Iteration 42Q: 3 clusters Score -5469686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -5469701.500000 Penalty: 5338.289062
	Iteration 43Q: 3 clusters Score -5469702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5469723.500000 Penalty: 5338.289062
	Iteration 44Q: 3 clusters Score -5469724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5469738.500000 Penalty: 5338.289062
	Iteration 45Q: 3 clusters Score -5469738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -5469756.500000 Penalty: 5338.289062
	Iteration 46Q: 3 clusters Score -5469756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5469767.500000 Penalty: 5338.289062
	Iteration 47Q: 3 clusters Score -5469768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5469777.000000 Penalty: 5338.289062
	Iteration 48Q: 3 clusters Score -5469777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -5469785.500000 Penalty: 5338.289062
	Iteration 49Q: 3 clusters Score -5469786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -5469798.000000 Penalty: 5338.289062
	Iteration 50Q: 3 clusters Score -5469798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -5469817.000000 Penalty: 5338.289062
	Iteration 51Q: 3 clusters Score -5469817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5469836.500000 Penalty: 5338.289062
	Iteration 52Q: 3 clusters Score -5469836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -5469845.500000 Penalty: 5338.289062
	Iteration 53Q: 3 clusters Score -5469846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5469849.500000 Penalty: 5338.289062
	Iteration 54Q: 3 clusters Score -5469850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5469867.000000 Penalty: 5338.289062
	Iteration 55Q: 3 clusters Score -5469867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5469877.000000 Penalty: 5338.289062
	Iteration 56Q: 3 clusters Score -5469877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5469886.500000 Penalty: 5338.289062
	Iteration 57Q: 3 clusters Score -5469886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5469883.500000 Penalty: 5338.289062
	Iteration 58Q: 3 clusters Score -5469884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5469883.500000 Penalty: 5338.289062
	Iteration 59Q: 3 clusters Score -5469884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5469888.500000 Penalty: 5338.289062
	Iteration 60F: 3 clusters Score -5469888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -5469892.000000 Penalty: 5338.289062
	Iteration 61Q: 3 clusters Score -5469892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5469889.000000 Penalty: 5338.289062
	Iteration 62Q: 3 clusters Score -5469889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5469896.500000 Penalty: 5338.289062
	Iteration 63Q: 3 clusters Score -5469896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -5469900.000000 Penalty: 5338.289062
	Iteration 64Q: 3 clusters Score -5469900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5469901.500000 Penalty: 5338.289062
	Iteration 65Q: 3 clusters Score -5469902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5469894.000000 Penalty: 5338.289062
	Iteration 66Q: 3 clusters Score -5469894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5469899.000000 Penalty: 5338.289062
	Iteration 67Q: 3 clusters Score -5469899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -5469905.000000 Penalty: 5338.289062
	Iteration 68Q: 3 clusters Score -5469905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5469909.000000 Penalty: 5338.289062
	Iteration 69Q: 3 clusters Score -5469909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5469913.500000 Penalty: 5338.289062
	Iteration 70Q: 3 clusters Score -5469914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -5469914.500000 Penalty: 5338.289062
	Iteration 71Q: 3 clusters Score -5469914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5469918.000000 Penalty: 5338.289062
	Iteration 72Q: 3 clusters Score -5469918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5469919.500000 Penalty: 5338.289062
	Iteration 73Q: 3 clusters Score -5469920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5469936.000000 Penalty: 5338.289062
	Iteration 74Q: 3 clusters Score -5469936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5469930.500000 Penalty: 5338.289062
	Iteration 75Q: 3 clusters Score -5469930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5469923.500000 Penalty: 5338.289062
	Iteration 76Q: 3 clusters Score -5469924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5469927.000000 Penalty: 5338.289062
	Iteration 77Q: 3 clusters Score -5469927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5469928.500000 Penalty: 5338.289062
	Iteration 78Q: 3 clusters Score -5469928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5469930.000000 Penalty: 5338.289062
	Iteration 79Q: 3 clusters Score -5469930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5469930.500000 Penalty: 5338.289062
	Iteration 80F: 3 clusters Score -5469930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -5469930.000000 Penalty: 5338.289062
	Iteration 81Q: 3 clusters Score -5469930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -5469929.000000 Penalty: 5338.289062
	Iteration 82Q: 3 clusters Score -5469929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -5469929.000000 Penalty: 5338.289062
	Iteration 83F: 3 clusters Score -5469929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Entering Unmasked Estep 
Score: -8452638.000000 Penalty: 2762.144531
	Iteration 0F: 2 clusters Score -8452638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -8406639.000000 Penalty: 5524.289062
	Iteration 0F: 3 clusters Score -8406639 nChanged 32074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8425029.000000 Penalty: 5524.289062
	Iteration 1F: 3 clusters Score -8425029 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -8425939.000000 Penalty: 5524.289062
	Iteration 2Q: 3 clusters Score -8425939 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -8426816.000000 Penalty: 5524.289062
	Iteration 3Q: 3 clusters Score -8426816 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8427829.000000 Penalty: 5524.289062
	Iteration 4Q: 3 clusters Score -8427829 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -8429052.000000 Penalty: 5524.289062
	Iteration 5Q: 3 clusters Score -8429052 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -8430777.000000 Penalty: 5524.289062
	Iteration 6Q: 3 clusters Score -8430777 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -8432923.000000 Penalty: 5524.289062
	Iteration 7F: 3 clusters Score -8432923 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -8435429.000000 Penalty: 5524.289062
	Iteration 8F: 3 clusters Score -8435429 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -8438040.000000 Penalty: 5524.289062
	Iteration 9F: 3 clusters Score -8438040 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8439891.000000 Penalty: 5524.289062
	Iteration 10Q: 3 clusters Score -8439891 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8440880.000000 Penalty: 5524.289062
	Iteration 11Q: 3 clusters Score -8440880 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -8441521.000000 Penalty: 5524.289062
	Iteration 12Q: 3 clusters Score -8441521 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -8442081.000000 Penalty: 5524.289062
	Iteration 13Q: 3 clusters Score -8442081 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -8442716.000000 Penalty: 5524.289062
	Iteration 14Q: 3 clusters Score -8442716 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -8443268.000000 Penalty: 5524.289062
	Iteration 15Q: 3 clusters Score -8443268 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8443855.000000 Penalty: 5524.289062
	Iteration 16Q: 3 clusters Score -8443855 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8444516.000000 Penalty: 5524.289062
	Iteration 17Q: 3 clusters Score -8444516 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -8445205.000000 Penalty: 5524.289062
	Iteration 18Q: 3 clusters Score -8445205 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8445927.000000 Penalty: 5524.289062
	Iteration 19Q: 3 clusters Score -8445927 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -8446594.000000 Penalty: 5524.289062
	Iteration 20F: 3 clusters Score -8446594 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -8447315.000000 Penalty: 5524.289062
	Iteration 21Q: 3 clusters Score -8447315 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8447910.000000 Penalty: 5524.289062
	Iteration 22Q: 3 clusters Score -8447910 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -8448487.000000 Penalty: 5524.289062
	Iteration 23Q: 3 clusters Score -8448487 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -8448956.000000 Penalty: 5524.289062
	Iteration 24Q: 3 clusters Score -8448956 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -8449323.000000 Penalty: 5524.289062
	Iteration 25Q: 3 clusters Score -8449323 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8449630.000000 Penalty: 5524.289062
	Iteration 26Q: 3 clusters Score -8449630 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -8449932.000000 Penalty: 5524.289062
	Iteration 27Q: 3 clusters Score -8449932 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -8450154.000000 Penalty: 5524.289062
	Iteration 28Q: 3 clusters Score -8450154 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8450281.000000 Penalty: 5524.289062
	Iteration 29Q: 3 clusters Score -8450281 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8450391.000000 Penalty: 5524.289062
	Iteration 30Q: 3 clusters Score -8450391 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -8450479.000000 Penalty: 5524.289062
	Iteration 31Q: 3 clusters Score -8450479 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8450520.000000 Penalty: 5524.289062
	Iteration 32Q: 3 clusters Score -8450520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -8450562.000000 Penalty: 5524.289062
	Iteration 33Q: 3 clusters Score -8450562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -8450580.000000 Penalty: 5524.289062
	Iteration 34Q: 3 clusters Score -8450580 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -8450614.000000 Penalty: 5524.289062
	Iteration 35Q: 3 clusters Score -8450614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -8450638.000000 Penalty: 5524.289062
	Iteration 36Q: 3 clusters Score -8450638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8450677.000000 Penalty: 5524.289062
	Iteration 37Q: 3 clusters Score -8450677 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8450735.000000 Penalty: 5524.289062
	Iteration 38Q: 3 clusters Score -8450735 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8450742.000000 Penalty: 5524.289062
	Iteration 39Q: 3 clusters Score -8450742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -8450812.000000 Penalty: 5524.289062
	Iteration 40F: 3 clusters Score -8450812 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8450839.000000 Penalty: 5524.289062
	Iteration 41Q: 3 clusters Score -8450839 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8450855.000000 Penalty: 5524.289062
	Iteration 42Q: 3 clusters Score -8450855 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8450887.000000 Penalty: 5524.289062
	Iteration 43Q: 3 clusters Score -8450887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -8450889.000000 Penalty: 5524.289062
	Iteration 44Q: 3 clusters Score -8450889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8450898.000000 Penalty: 5524.289062
	Iteration 45Q: 3 clusters Score -8450898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8450923.000000 Penalty: 5524.289062
	Iteration 46Q: 3 clusters Score -8450923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8450928.000000 Penalty: 5524.289062
	Iteration 47Q: 3 clusters Score -8450928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8450940.000000 Penalty: 5524.289062
	Iteration 48Q: 3 clusters Score -8450940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -8450942.000000 Penalty: 5524.289062
	Iteration 49Q: 3 clusters Score -8450942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8450963.000000 Penalty: 5524.289062
	Iteration 50Q: 3 clusters Score -8450963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8450969.000000 Penalty: 5524.289062
	Iteration 51Q: 3 clusters Score -8450969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8450962.000000 Penalty: 5524.289062
	Iteration 52Q: 3 clusters Score -8450962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8450970.000000 Penalty: 5524.289062
	Iteration 53Q: 3 clusters Score -8450970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8450987.000000 Penalty: 5524.289062
	Iteration 54Q: 3 clusters Score -8450987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8450987.000000 Penalty: 5524.289062
	Iteration 55Q: 3 clusters Score -8450987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8450999.000000 Penalty: 5524.289062
	Iteration 56Q: 3 clusters Score -8450999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8451007.000000 Penalty: 5524.289062
	Iteration 57Q: 3 clusters Score -8451007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8451021.000000 Penalty: 5524.289062
	Iteration 58Q: 3 clusters Score -8451021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8451021.000000 Penalty: 5524.289062
	Iteration 59Q: 3 clusters Score -8451021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8451025.000000 Penalty: 5524.289062
	Iteration 60F: 3 clusters Score -8451025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8451029.000000 Penalty: 5524.289062
	Iteration 61Q: 3 clusters Score -8451029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8451034.000000 Penalty: 5524.289062
	Iteration 62Q: 3 clusters Score -8451034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8451036.000000 Penalty: 5524.289062
	Iteration 63Q: 3 clusters Score -8451036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -8451025.000000 Penalty: 5524.289062
	Iteration 64Q: 3 clusters Score -8451025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8451024.000000 Penalty: 5524.289062
	Iteration 65Q: 3 clusters Score -8451024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8451015.000000 Penalty: 5524.289062
	Iteration 66Q: 3 clusters Score -8451015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8451011.000000 Penalty: 5524.289062
	Iteration 67Q: 3 clusters Score -8451011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8451020.000000 Penalty: 5524.289062
	Iteration 68Q: 3 clusters Score -8451020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8451017.000000 Penalty: 5524.289062
	Iteration 69Q: 3 clusters Score -8451017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8451013.000000 Penalty: 5524.289062
	Iteration 70Q: 3 clusters Score -8451013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8451009.000000 Penalty: 5524.289062
	Iteration 71Q: 3 clusters Score -8451009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8451004.000000 Penalty: 5524.289062
	Iteration 72Q: 3 clusters Score -8451004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8451002.000000 Penalty: 5524.289062
	Iteration 73Q: 3 clusters Score -8451002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8451001.000000 Penalty: 5524.289062
	Iteration 74Q: 3 clusters Score -8451001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8451002.000000 Penalty: 5524.289062
	Iteration 75Q: 3 clusters Score -8451002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8451003.000000 Penalty: 5524.289062
	Iteration 76Q: 3 clusters Score -8451003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8451003.000000 Penalty: 5524.289062
	Iteration 77Q: 3 clusters Score -8451003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8451011.000000 Penalty: 5524.289062
	Iteration 78Q: 3 clusters Score -8451011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8451011.000000 Penalty: 5524.289062
	Iteration 79F: 3 clusters Score -8451011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -862211.812500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -862211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -856509.875000 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -856509.9 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -857999.937500 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -857999.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -858288.125000 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -858288.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -858485.625000 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -858485.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -858651.062500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -858651.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -858800.062500 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -858800.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -858938.250000 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -858938.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -859051.562500 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -859051.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -859146.687500 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -859146.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -859233.750000 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -859233.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -859311.062500 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -859311.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -859369.750000 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -859369.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -859419.062500 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -859419.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -859459.812500 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -859459.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -859491.500000 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -859491.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -859517.000000 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -859517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -859545.375000 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -859545.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -859571.625000 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -859571.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -859597.187500 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -859597.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -859617.875000 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -859617.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -859639.000000 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -859639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -859664.375000 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -859664.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -859687.750000 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -859687.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -859715.312500 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -859715.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -859741.125000 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -859741.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -859761.625000 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -859761.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -859780.125000 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -859780.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -859797.562500 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -859797.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -859816.187500 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -859816.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -859829.312500 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -859829.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -859844.375000 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -859844.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -859853.375000 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -859853.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -859863.875000 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -859863.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -859876.437500 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -859876.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -859893.625000 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -859893.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -859913.312500 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -859913.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -859931.187500 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -859931.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -859954.250000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -859954.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -859972.750000 Penalty: 4388.218750
	Iteration 38Q: 3 clusters Score -859972.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -859998.187500 Penalty: 4388.218750
	Iteration 39Q: 3 clusters Score -859998.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -860014.187500 Penalty: 4388.218750
	Iteration 40F: 3 clusters Score -860014.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -860025.875000 Penalty: 4388.218750
	Iteration 41Q: 3 clusters Score -860025.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -860036.000000 Penalty: 4388.218750
	Iteration 42Q: 3 clusters Score -860036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -860045.125000 Penalty: 4388.218750
	Iteration 43Q: 3 clusters Score -860045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -860058.062500 Penalty: 4388.218750
	Iteration 44Q: 3 clusters Score -860058.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -860066.875000 Penalty: 4388.218750
	Iteration 45Q: 3 clusters Score -860066.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -860079.875000 Penalty: 4388.218750
	Iteration 46Q: 3 clusters Score -860079.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -860091.187500 Penalty: 4388.218750
	Iteration 47Q: 3 clusters Score -860091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -860098.500000 Penalty: 4388.218750
	Iteration 48Q: 3 clusters Score -860098.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -860108.375000 Penalty: 4388.218750
	Iteration 49Q: 3 clusters Score -860108.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -860117.000000 Penalty: 4388.218750
	Iteration 50Q: 3 clusters Score -860117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -860125.937500 Penalty: 4388.218750
	Iteration 51Q: 3 clusters Score -860125.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -860138.500000 Penalty: 4388.218750
	Iteration 52Q: 3 clusters Score -860138.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -860156.312500 Penalty: 4388.218750
	Iteration 53Q: 3 clusters Score -860156.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -860179.187500 Penalty: 4388.218750
	Iteration 54Q: 3 clusters Score -860179.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -860201.125000 Penalty: 4388.218750
	Iteration 55Q: 3 clusters Score -860201.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -860222.812500 Penalty: 4388.218750
	Iteration 56Q: 3 clusters Score -860222.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -860247.375000 Penalty: 4388.218750
	Iteration 57Q: 3 clusters Score -860247.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -860284.312500 Penalty: 4388.218750
	Iteration 58Q: 3 clusters Score -860284.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -860344.750000 Penalty: 4388.218750
	Iteration 59Q: 3 clusters Score -860344.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -860404.875000 Penalty: 4388.218750
	Iteration 60F: 3 clusters Score -860404.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -860463.375000 Penalty: 4388.218750
	Iteration 61Q: 3 clusters Score -860463.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -860506.437500 Penalty: 4388.218750
	Iteration 62Q: 3 clusters Score -860506.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -860531.250000 Penalty: 4388.218750
	Iteration 63Q: 3 clusters Score -860531.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -860544.562500 Penalty: 4388.218750
	Iteration 64Q: 3 clusters Score -860544.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -860560.562500 Penalty: 4388.218750
	Iteration 65Q: 3 clusters Score -860560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -860573.187500 Penalty: 4388.218750
	Iteration 66Q: 3 clusters Score -860573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -860584.000000 Penalty: 4388.218750
	Iteration 67Q: 3 clusters Score -860584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -860592.625000 Penalty: 4388.218750
	Iteration 68Q: 3 clusters Score -860592.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -860603.875000 Penalty: 4388.218750
	Iteration 69Q: 3 clusters Score -860603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -860607.750000 Penalty: 4388.218750
	Iteration 70Q: 3 clusters Score -860607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -860608.750000 Penalty: 4388.218750
	Iteration 71Q: 3 clusters Score -860608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -860609.375000 Penalty: 4388.218750
	Iteration 72Q: 3 clusters Score -860609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -860609.750000 Penalty: 4388.218750
	Iteration 73Q: 3 clusters Score -860609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -860609.812500 Penalty: 4388.218750
	Iteration 74Q: 3 clusters Score -860609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -860610.312500 Penalty: 4388.218750
	Iteration 75Q: 3 clusters Score -860610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -860610.312500 Penalty: 4388.218750
	Iteration 76F: 3 clusters Score -860610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -661672.937500 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -661672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -656890.125000 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -656890.1 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -658110.187500 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -658110.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -658644.875000 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -658644.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -659276.000000 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -659276 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -659890.437500 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -659890.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -660350.312500 Penalty: 4273.602051
	Iteration 5F: 3 clusters Score -660350.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -660611.187500 Penalty: 4273.602051
	Iteration 6Q: 3 clusters Score -660611.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -660757.312500 Penalty: 4273.602051
	Iteration 7Q: 3 clusters Score -660757.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -660838.000000 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -660838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -660898.000000 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -660898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -660939.437500 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -660939.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -660964.062500 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -660964.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -660986.437500 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -660986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -661004.375000 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -661004.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -661018.125000 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -661018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -661024.125000 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -661024.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -661030.750000 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -661030.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -661037.562500 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -661037.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -661041.562500 Penalty: 4273.602051
	Iteration 18Q: 3 clusters Score -661041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -661046.125000 Penalty: 4273.602051
	Iteration 19Q: 3 clusters Score -661046.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -661052.312500 Penalty: 4273.602051
	Iteration 20F: 3 clusters Score -661052.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -661064.312500 Penalty: 4273.602051
	Iteration 21Q: 3 clusters Score -661064.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -661073.875000 Penalty: 4273.602051
	Iteration 22Q: 3 clusters Score -661073.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -661084.937500 Penalty: 4273.602051
	Iteration 23Q: 3 clusters Score -661084.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -661095.750000 Penalty: 4273.602051
	Iteration 24Q: 3 clusters Score -661095.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -661113.437500 Penalty: 4273.602051
	Iteration 25Q: 3 clusters Score -661113.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -661128.812500 Penalty: 4273.602051
	Iteration 26Q: 3 clusters Score -661128.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -661142.812500 Penalty: 4273.602051
	Iteration 27Q: 3 clusters Score -661142.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -661155.437500 Penalty: 4273.602051
	Iteration 28Q: 3 clusters Score -661155.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -661174.062500 Penalty: 4273.602051
	Iteration 29Q: 3 clusters Score -661174.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -661194.937500 Penalty: 4273.602051
	Iteration 30Q: 3 clusters Score -661194.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -661210.937500 Penalty: 4273.602051
	Iteration 31Q: 3 clusters Score -661210.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -661229.062500 Penalty: 4273.602051
	Iteration 32Q: 3 clusters Score -661229.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -661254.125000 Penalty: 4273.602051
	Iteration 33Q: 3 clusters Score -661254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -661287.500000 Penalty: 4273.602051
	Iteration 34Q: 3 clusters Score -661287.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -661315.500000 Penalty: 4273.602051
	Iteration 35Q: 3 clusters Score -661315.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -661337.750000 Penalty: 4273.602051
	Iteration 36Q: 3 clusters Score -661337.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -661360.562500 Penalty: 4273.602051
	Iteration 37Q: 3 clusters Score -661360.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -661387.062500 Penalty: 4273.602051
	Iteration 38Q: 3 clusters Score -661387.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -661406.187500 Penalty: 4273.602051
	Iteration 39Q: 3 clusters Score -661406.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -661424.000000 Penalty: 4273.602051
	Iteration 40F: 3 clusters Score -661424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -661436.000000 Penalty: 4273.602051
	Iteration 41Q: 3 clusters Score -661436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -661449.875000 Penalty: 4273.602051
	Iteration 42Q: 3 clusters Score -661449.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -661466.937500 Penalty: 4273.602051
	Iteration 43Q: 3 clusters Score -661466.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -661484.375000 Penalty: 4273.602051
	Iteration 44Q: 3 clusters Score -661484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -661501.687500 Penalty: 4273.602051
	Iteration 45Q: 3 clusters Score -661501.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -661514.687500 Penalty: 4273.602051
	Iteration 46Q: 3 clusters Score -661514.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -661525.250000 Penalty: 4273.602051
	Iteration 47Q: 3 clusters Score -661525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -661533.375000 Penalty: 4273.602051
	Iteration 48Q: 3 clusters Score -661533.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -661538.562500 Penalty: 4273.602051
	Iteration 49Q: 3 clusters Score -661538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -661544.000000 Penalty: 4273.602051
	Iteration 50Q: 3 clusters Score -661544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -661548.875000 Penalty: 4273.602051
	Iteration 51Q: 3 clusters Score -661548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -661553.375000 Penalty: 4273.602051
	Iteration 52Q: 3 clusters Score -661553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -661558.062500 Penalty: 4273.602051
	Iteration 53Q: 3 clusters Score -661558.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -661560.500000 Penalty: 4273.602051
	Iteration 54Q: 3 clusters Score -661560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -661562.375000 Penalty: 4273.602051
	Iteration 55Q: 3 clusters Score -661562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -661564.812500 Penalty: 4273.602051
	Iteration 56Q: 3 clusters Score -661564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -661565.875000 Penalty: 4273.602051
	Iteration 57Q: 3 clusters Score -661565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -661566.625000 Penalty: 4273.602051
	Iteration 58Q: 3 clusters Score -661566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -661568.875000 Penalty: 4273.602051
	Iteration 59Q: 3 clusters Score -661568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -661572.062500 Penalty: 4273.602051
	Iteration 60F: 3 clusters Score -661572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -661574.000000 Penalty: 4273.602051
	Iteration 61Q: 3 clusters Score -661574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -661575.875000 Penalty: 4273.602051
	Iteration 62Q: 3 clusters Score -661575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -661575.750000 Penalty: 4273.602051
	Iteration 63Q: 3 clusters Score -661575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -661576.062500 Penalty: 4273.602051
	Iteration 64Q: 3 clusters Score -661576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -661577.062500 Penalty: 4273.602051
	Iteration 65Q: 3 clusters Score -661577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -661579.500000 Penalty: 4273.602051
	Iteration 66Q: 3 clusters Score -661579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -661581.125000 Penalty: 4273.602051
	Iteration 67Q: 3 clusters Score -661581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -661581.375000 Penalty: 4273.602051
	Iteration 68Q: 3 clusters Score -661581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -661584.250000 Penalty: 4273.602051
	Iteration 69Q: 3 clusters Score -661584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -661585.625000 Penalty: 4273.602051
	Iteration 70Q: 3 clusters Score -661585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -661586.250000 Penalty: 4273.602051
	Iteration 71Q: 3 clusters Score -661586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -661588.687500 Penalty: 4273.602051
	Iteration 72Q: 3 clusters Score -661588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -661589.562500 Penalty: 4273.602051
	Iteration 73Q: 3 clusters Score -661589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -661589.562500 Penalty: 4273.602051
	Iteration 74Q: 3 clusters Score -661589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -661590.375000 Penalty: 4273.602051
	Iteration 75Q: 3 clusters Score -661590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -661593.625000 Penalty: 4273.602051
	Iteration 76Q: 3 clusters Score -661593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -661593.500000 Penalty: 4273.602051
	Iteration 77Q: 3 clusters Score -661593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -661594.375000 Penalty: 4273.602051
	Iteration 78Q: 3 clusters Score -661594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -661594.562500 Penalty: 4273.602051
	Iteration 79Q: 3 clusters Score -661594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -661596.500000 Penalty: 4273.602051
	Iteration 80F: 3 clusters Score -661596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -661599.437500 Penalty: 4273.602051
	Iteration 81Q: 3 clusters Score -661599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -661599.250000 Penalty: 4273.602051
	Iteration 82Q: 3 clusters Score -661599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -661598.937500 Penalty: 4273.602051
	Iteration 83Q: 3 clusters Score -661598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -661600.437500 Penalty: 4273.602051
	Iteration 84Q: 3 clusters Score -661600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -661598.875000 Penalty: 4273.602051
	Iteration 85Q: 3 clusters Score -661598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -661600.500000 Penalty: 4273.602051
	Iteration 86Q: 3 clusters Score -661600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -661599.937500 Penalty: 4273.602051
	Iteration 87Q: 3 clusters Score -661599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -661600.812500 Penalty: 4273.602051
	Iteration 88Q: 3 clusters Score -661600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -661600.812500 Penalty: 4273.602051
	Iteration 89F: 3 clusters Score -661600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -662490.875000 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -662490.9 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 2792 members 
Entering Unmasked Estep 
Score: -657618.375000 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -657618.4 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -658861.562500 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -658861.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -659091.000000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -659091 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -659247.875000 Penalty: 4270.808594
	Iteration 3Q: 3 clusters Score -659247.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -659376.062500 Penalty: 4270.808594
	Iteration 4Q: 3 clusters Score -659376.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -659489.187500 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -659489.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -659591.937500 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -659591.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -659698.125000 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -659698.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -659812.875000 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -659812.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -659924.000000 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -659924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -660009.562500 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -660009.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -660079.187500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -660079.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -660134.375000 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -660134.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -660190.625000 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -660190.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -660246.125000 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -660246.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -660296.375000 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -660296.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -660346.812500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -660346.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -660393.312500 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -660393.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -660430.812500 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -660430.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -660472.375000 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -660472.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -660510.187500 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -660510.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -660535.187500 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -660535.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -660552.437500 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -660552.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -660562.187500 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -660562.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -660581.187500 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -660581.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -660602.500000 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -660602.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -660631.875000 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -660631.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -660689.125000 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -660689.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -660811.875000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -660811.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -661062.250000 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -661062.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -661450.125000 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -661450.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -661698.500000 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -661698.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -661847.875000 Penalty: 4270.808594
	Iteration 32Q: 3 clusters Score -661847.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -661983.500000 Penalty: 4270.808594
	Iteration 33Q: 3 clusters Score -661983.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -662094.687500 Penalty: 4270.808594
	Iteration 34Q: 3 clusters Score -662094.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -662186.625000 Penalty: 4270.808594
	Iteration 35Q: 3 clusters Score -662186.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -662261.000000 Penalty: 4270.808594
	Iteration 36Q: 3 clusters Score -662261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -662314.250000 Penalty: 4270.808594
	Iteration 37Q: 3 clusters Score -662314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -662346.250000 Penalty: 4270.808594
	Iteration 38Q: 3 clusters Score -662346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -662375.250000 Penalty: 4270.808594
	Iteration 39Q: 3 clusters Score -662375.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -662398.750000 Penalty: 4270.808594
	Iteration 40F: 3 clusters Score -662398.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -662413.375000 Penalty: 4270.808594
	Iteration 41Q: 3 clusters Score -662413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -662424.500000 Penalty: 4270.808594
	Iteration 42Q: 3 clusters Score -662424.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -662429.875000 Penalty: 4270.808594
	Iteration 43Q: 3 clusters Score -662429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -662434.937500 Penalty: 4270.808594
	Iteration 44Q: 3 clusters Score -662434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -662439.875000 Penalty: 4270.808594
	Iteration 45Q: 3 clusters Score -662439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -662443.500000 Penalty: 4270.808594
	Iteration 46Q: 3 clusters Score -662443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -662449.125000 Penalty: 4270.808594
	Iteration 47Q: 3 clusters Score -662449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -662454.250000 Penalty: 4270.808594
	Iteration 48Q: 3 clusters Score -662454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -662459.812500 Penalty: 4270.808594
	Iteration 49Q: 3 clusters Score -662459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -662464.000000 Penalty: 4270.808594
	Iteration 50Q: 3 clusters Score -662464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -662471.875000 Penalty: 4270.808594
	Iteration 51Q: 3 clusters Score -662471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -662481.312500 Penalty: 4270.808594
	Iteration 52Q: 3 clusters Score -662481.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -662488.937500 Penalty: 4270.808594
	Iteration 53Q: 3 clusters Score -662488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -662494.812500 Penalty: 4270.808594
	Iteration 54Q: 3 clusters Score -662494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -662495.937500 Penalty: 4270.808594
	Iteration 55Q: 3 clusters Score -662495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -662498.000000 Penalty: 4270.808594
	Iteration 56Q: 3 clusters Score -662498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -662499.375000 Penalty: 4270.808594
	Iteration 57Q: 3 clusters Score -662499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -662499.812500 Penalty: 4270.808594
	Iteration 58Q: 3 clusters Score -662499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -662503.500000 Penalty: 4270.808594
	Iteration 59Q: 3 clusters Score -662503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -662502.750000 Penalty: 4270.808594
	Iteration 60F: 3 clusters Score -662502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -662504.687500 Penalty: 4270.808594
	Iteration 61Q: 3 clusters Score -662504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -662505.375000 Penalty: 4270.808594
	Iteration 62Q: 3 clusters Score -662505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -662506.187500 Penalty: 4270.808594
	Iteration 63Q: 3 clusters Score -662506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -662505.625000 Penalty: 4270.808594
	Iteration 64Q: 3 clusters Score -662505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -662505.375000 Penalty: 4270.808594
	Iteration 65Q: 3 clusters Score -662505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -662506.312500 Penalty: 4270.808594
	Iteration 66Q: 3 clusters Score -662506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -662506.312500 Penalty: 4270.808594
	Iteration 67F: 3 clusters Score -662506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 2907 members 
Entering Unmasked Estep 
Score: -134488416.000000 Penalty: 252057.234375
Splitting cluster 29 changes total score from -134487584.000000 to -134488416.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 30 (8614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Entering Unmasked Estep 
Score: -1038894.187500 Penalty: 2247.163574
	Iteration 0F: 2 clusters Score -1038894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1032109.125000 Penalty: 4494.327148
	Iteration 0F: 3 clusters Score -1032109 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1034029.187500 Penalty: 4494.327148
	Iteration 1F: 3 clusters Score -1034029 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1034502.812500 Penalty: 4494.327148
	Iteration 2F: 3 clusters Score -1034503 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1035110.000000 Penalty: 4494.327148
	Iteration 3F: 3 clusters Score -1035110 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1036027.187500 Penalty: 4494.327148
	Iteration 4F: 3 clusters Score -1036027 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1037109.500000 Penalty: 4494.327148
	Iteration 5F: 3 clusters Score -1037110 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1037859.062500 Penalty: 4494.327148
	Iteration 6F: 3 clusters Score -1037859 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1038337.937500 Penalty: 4494.327148
	Iteration 7F: 3 clusters Score -1038338 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1038592.812500 Penalty: 4494.327148
	Iteration 8Q: 3 clusters Score -1038593 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1038731.187500 Penalty: 4494.327148
	Iteration 9Q: 3 clusters Score -1038731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1038840.062500 Penalty: 4494.327148
	Iteration 10Q: 3 clusters Score -1038840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1038937.312500 Penalty: 4494.327148
	Iteration 11Q: 3 clusters Score -1038937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1039012.125000 Penalty: 4494.327148
	Iteration 12Q: 3 clusters Score -1039012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1039063.375000 Penalty: 4494.327148
	Iteration 13Q: 3 clusters Score -1039063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1039109.562500 Penalty: 4494.327148
	Iteration 14Q: 3 clusters Score -1039110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1039147.125000 Penalty: 4494.327148
	Iteration 15Q: 3 clusters Score -1039147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1039172.625000 Penalty: 4494.327148
	Iteration 16Q: 3 clusters Score -1039173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1039192.250000 Penalty: 4494.327148
	Iteration 17Q: 3 clusters Score -1039192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1039209.562500 Penalty: 4494.327148
	Iteration 18Q: 3 clusters Score -1039210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1039225.062500 Penalty: 4494.327148
	Iteration 19Q: 3 clusters Score -1039225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1039236.500000 Penalty: 4494.327148
	Iteration 20F: 3 clusters Score -1039236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1039249.375000 Penalty: 4494.327148
	Iteration 21Q: 3 clusters Score -1039249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1039258.562500 Penalty: 4494.327148
	Iteration 22Q: 3 clusters Score -1039259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1039269.500000 Penalty: 4494.327148
	Iteration 23Q: 3 clusters Score -1039270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1039282.437500 Penalty: 4494.327148
	Iteration 24Q: 3 clusters Score -1039282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1039295.875000 Penalty: 4494.327148
	Iteration 25Q: 3 clusters Score -1039296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1039310.625000 Penalty: 4494.327148
	Iteration 26Q: 3 clusters Score -1039311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1039319.062500 Penalty: 4494.327148
	Iteration 27Q: 3 clusters Score -1039319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1039324.687500 Penalty: 4494.327148
	Iteration 28Q: 3 clusters Score -1039325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1039326.125000 Penalty: 4494.327148
	Iteration 29Q: 3 clusters Score -1039326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1039333.625000 Penalty: 4494.327148
	Iteration 30Q: 3 clusters Score -1039334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1039341.187500 Penalty: 4494.327148
	Iteration 31Q: 3 clusters Score -1039341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1039354.562500 Penalty: 4494.327148
	Iteration 32Q: 3 clusters Score -1039355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1039373.062500 Penalty: 4494.327148
	Iteration 33Q: 3 clusters Score -1039373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1039388.375000 Penalty: 4494.327148
	Iteration 34Q: 3 clusters Score -1039388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1039408.625000 Penalty: 4494.327148
	Iteration 35Q: 3 clusters Score -1039409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1039430.875000 Penalty: 4494.327148
	Iteration 36Q: 3 clusters Score -1039431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1039448.125000 Penalty: 4494.327148
	Iteration 37Q: 3 clusters Score -1039448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1039473.875000 Penalty: 4494.327148
	Iteration 38Q: 3 clusters Score -1039474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1039507.000000 Penalty: 4494.327148
	Iteration 39Q: 3 clusters Score -1039507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1039544.875000 Penalty: 4494.327148
	Iteration 40F: 3 clusters Score -1039545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1039598.562500 Penalty: 4494.327148
	Iteration 41Q: 3 clusters Score -1039599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1039637.500000 Penalty: 4494.327148
	Iteration 42Q: 3 clusters Score -1039638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1039656.125000 Penalty: 4494.327148
	Iteration 43Q: 3 clusters Score -1039656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1039667.000000 Penalty: 4494.327148
	Iteration 44Q: 3 clusters Score -1039667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1039672.625000 Penalty: 4494.327148
	Iteration 45Q: 3 clusters Score -1039673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1039673.375000 Penalty: 4494.327148
	Iteration 46Q: 3 clusters Score -1039673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1039676.875000 Penalty: 4494.327148
	Iteration 47Q: 3 clusters Score -1039677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1039677.500000 Penalty: 4494.327148
	Iteration 48Q: 3 clusters Score -1039678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1039677.375000 Penalty: 4494.327148
	Iteration 49Q: 3 clusters Score -1039677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1039677.812500 Penalty: 4494.327148
	Iteration 50Q: 3 clusters Score -1039678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1039678.687500 Penalty: 4494.327148
	Iteration 51Q: 3 clusters Score -1039679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1039679.812500 Penalty: 4494.327148
	Iteration 52Q: 3 clusters Score -1039680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1039682.125000 Penalty: 4494.327148
	Iteration 53Q: 3 clusters Score -1039682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1039681.750000 Penalty: 4494.327148
	Iteration 54Q: 3 clusters Score -1039682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1039685.250000 Penalty: 4494.327148
	Iteration 55Q: 3 clusters Score -1039685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1039684.250000 Penalty: 4494.327148
	Iteration 56Q: 3 clusters Score -1039684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1039684.500000 Penalty: 4494.327148
	Iteration 57Q: 3 clusters Score -1039684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1039684.500000 Penalty: 4494.327148
	Iteration 58F: 3 clusters Score -1039684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 3401 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 2907 members 
Mstep: Class 74 contains 6910 members 
Entering Unmasked Estep 
Score: -134487856.000000 Penalty: 255510.078125
Splitting cluster 30 changes total score from -134487584.000000 to -134487856.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 31 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -383060.031250 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -383060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -379758.562500 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -379758.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -380435.906250 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -380435.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -380617.968750 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -380618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -380717.468750 Penalty: 3980.818359
	Iteration 3Q: 3 clusters Score -380717.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -380776.968750 Penalty: 3980.818359
	Iteration 4Q: 3 clusters Score -380777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380809.750000 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -380809.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380842.281250 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -380842.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380878.750000 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -380878.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -380907.906250 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -380907.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -380934.531250 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -380934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380956.937500 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -380956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380975.031250 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -380975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -380997.625000 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -380997.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -381010.500000 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -381010.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -381023.312500 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -381023.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -381035.593750 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -381035.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381054.750000 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -381054.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -381074.187500 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -381074.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -381091.062500 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -381091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -381109.562500 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -381109.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381129.843750 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -381129.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -381161.500000 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -381161.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -381212.281250 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -381212.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -381252.156250 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -381252.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -381290.281250 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -381290.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -381328.125000 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -381328.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -381360.593750 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -381360.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -381388.906250 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -381388.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -381409.500000 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -381409.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -381424.312500 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -381424.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -381441.281250 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -381441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381452.187500 Penalty: 3980.818359
	Iteration 31Q: 3 clusters Score -381452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381459.687500 Penalty: 3980.818359
	Iteration 32Q: 3 clusters Score -381459.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381465.031250 Penalty: 3980.818359
	Iteration 33Q: 3 clusters Score -381465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -381467.906250 Penalty: 3980.818359
	Iteration 34Q: 3 clusters Score -381467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381470.468750 Penalty: 3980.818359
	Iteration 35Q: 3 clusters Score -381470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381472.593750 Penalty: 3980.818359
	Iteration 36Q: 3 clusters Score -381472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -381474.562500 Penalty: 3980.818359
	Iteration 37Q: 3 clusters Score -381474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -381477.218750 Penalty: 3980.818359
	Iteration 38Q: 3 clusters Score -381477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381478.125000 Penalty: 3980.818359
	Iteration 39Q: 3 clusters Score -381478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -381480.500000 Penalty: 3980.818359
	Iteration 40F: 3 clusters Score -381480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381482.031250 Penalty: 3980.818359
	Iteration 41Q: 3 clusters Score -381482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -381485.093750 Penalty: 3980.818359
	Iteration 42Q: 3 clusters Score -381485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -381487.437500 Penalty: 3980.818359
	Iteration 43Q: 3 clusters Score -381487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -381490.250000 Penalty: 3980.818359
	Iteration 44Q: 3 clusters Score -381490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -381491.312500 Penalty: 3980.818359
	Iteration 45Q: 3 clusters Score -381491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -381491.968750 Penalty: 3980.818359
	Iteration 46Q: 3 clusters Score -381492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381492.156250 Penalty: 3980.818359
	Iteration 47Q: 3 clusters Score -381492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381494.625000 Penalty: 3980.818359
	Iteration 48Q: 3 clusters Score -381494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381495.625000 Penalty: 3980.818359
	Iteration 49Q: 3 clusters Score -381495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381496.125000 Penalty: 3980.818359
	Iteration 50Q: 3 clusters Score -381496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381496.125000 Penalty: 3980.818359
	Iteration 51F: 3 clusters Score -381496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -857928.250000 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -857928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -852416.562500 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -852416.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -853816.312500 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -853816.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -854032.937500 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -854032.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -854164.937500 Penalty: 4358.763672
	Iteration 3Q: 3 clusters Score -854164.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -854259.687500 Penalty: 4358.763672
	Iteration 4Q: 3 clusters Score -854259.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -854325.187500 Penalty: 4358.763672
	Iteration 5Q: 3 clusters Score -854325.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -854377.312500 Penalty: 4358.763672
	Iteration 6Q: 3 clusters Score -854377.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -854416.750000 Penalty: 4358.763672
	Iteration 7Q: 3 clusters Score -854416.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -854456.312500 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -854456.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -854493.250000 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -854493.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -854525.625000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -854525.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -854552.750000 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -854552.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -854574.562500 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -854574.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -854594.875000 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -854594.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -854628.250000 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -854628.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -854668.375000 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -854668.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -854717.125000 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -854717.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -854776.500000 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -854776.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -854848.000000 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -854848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -854928.812500 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -854928.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -855011.625000 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -855011.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -855082.250000 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -855082.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -855192.000000 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -855192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -855314.500000 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -855314.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -855440.375000 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -855440.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -855553.375000 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -855553.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -855659.937500 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -855659.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -855763.812500 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -855763.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -855842.937500 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -855842.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -855896.625000 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -855896.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -855929.187500 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -855929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -855942.312500 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -855942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -855958.812500 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -855958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -855971.000000 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -855971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -855985.562500 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -855985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -855995.625000 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -855995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -856003.000000 Penalty: 4358.763672
	Iteration 36Q: 3 clusters Score -856003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -856006.625000 Penalty: 4358.763672
	Iteration 37Q: 3 clusters Score -856006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -856012.375000 Penalty: 4358.763672
	Iteration 38Q: 3 clusters Score -856012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -856015.000000 Penalty: 4358.763672
	Iteration 39Q: 3 clusters Score -856015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -856017.687500 Penalty: 4358.763672
	Iteration 40F: 3 clusters Score -856017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -543228.125000 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -543228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -539780.062500 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -539780.1 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -541216.500000 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -541216.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -542256.062500 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -542256.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -543392.875000 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -543392.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -544229.312500 Penalty: 4033.385010
	Iteration 4F: 3 clusters Score -544229.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -544734.687500 Penalty: 4033.385010
	Iteration 5F: 3 clusters Score -544734.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -544874.312500 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -544874.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -544901.437500 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -544901.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -544911.250000 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -544911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -544916.875000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -544916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -544919.500000 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -544919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -544919.875000 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -544919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -544919.875000 Penalty: 4033.385010
	Iteration 12F: 3 clusters Score -544919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 2907 members 
Mstep: Class 74 contains 6910 members 
Mstep: Class 75 contains 1673 members 
Entering Unmasked Estep 
Score: -134488176.000000 Penalty: 258962.906250
Splitting cluster 33 changes total score from -134487584.000000 to -134488176.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 34 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -242707.453125 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -242707.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -240118.781250 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -240118.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -240544.296875 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -240544.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -240660.656250 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -240660.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -240728.640625 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -240728.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -240773.000000 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -240773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240800.859375 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -240800.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -240821.609375 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -240821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -240828.671875 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -240828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -240834.890625 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -240834.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -240840.343750 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -240840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -240847.671875 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -240847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -240853.140625 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -240853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -240854.375000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -240854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -240855.421875 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -240855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -240855.421875 Penalty: 3757.744385
	Iteration 14F: 3 clusters Score -240855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -651499.625000 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -651499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -646748.562500 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -646748.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -647969.437500 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -647969.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -648253.812500 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -648253.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -648453.687500 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -648453.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -648606.000000 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -648606 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -648724.875000 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -648724.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -648828.875000 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -648828.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -648908.687500 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -648908.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -648982.562500 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -648982.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -649057.812500 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -649057.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -649130.062500 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -649130.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -649194.937500 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -649194.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -649254.250000 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -649254.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -649318.125000 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -649318.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -649385.625000 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -649385.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -649451.375000 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -649451.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -649523.062500 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -649523.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -649587.750000 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -649587.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -649649.562500 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -649649.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -649700.062500 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -649700.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -649739.750000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -649739.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -649782.375000 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -649782.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -649822.312500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -649822.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -649851.687500 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -649851.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -649880.437500 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -649880.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -649907.375000 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -649907.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -649931.375000 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -649931.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -649944.375000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -649944.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -649958.000000 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -649958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -649969.625000 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -649969.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -649978.812500 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -649978.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -649985.312500 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -649985.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -649989.625000 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -649989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -649995.687500 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -649995.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -650002.875000 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -650002.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -650009.812500 Penalty: 4258.457031
	Iteration 35Q: 3 clusters Score -650009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -650014.437500 Penalty: 4258.457031
	Iteration 36Q: 3 clusters Score -650014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -650016.500000 Penalty: 4258.457031
	Iteration 37Q: 3 clusters Score -650016.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -650018.875000 Penalty: 4258.457031
	Iteration 38Q: 3 clusters Score -650018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -650020.937500 Penalty: 4258.457031
	Iteration 39Q: 3 clusters Score -650020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -650023.437500 Penalty: 4258.457031
	Iteration 40F: 3 clusters Score -650023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -650024.437500 Penalty: 4258.457031
	Iteration 41Q: 3 clusters Score -650024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -650026.062500 Penalty: 4258.457031
	Iteration 42Q: 3 clusters Score -650026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -650025.812500 Penalty: 4258.457031
	Iteration 43Q: 3 clusters Score -650025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -650027.125000 Penalty: 4258.457031
	Iteration 44Q: 3 clusters Score -650027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -650029.250000 Penalty: 4258.457031
	Iteration 45Q: 3 clusters Score -650029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -650032.187500 Penalty: 4258.457031
	Iteration 46Q: 3 clusters Score -650032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -650035.375000 Penalty: 4258.457031
	Iteration 47Q: 3 clusters Score -650035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -650035.625000 Penalty: 4258.457031
	Iteration 48Q: 3 clusters Score -650035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -650037.437500 Penalty: 4258.457031
	Iteration 49Q: 3 clusters Score -650037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -650038.812500 Penalty: 4258.457031
	Iteration 50Q: 3 clusters Score -650038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -650038.312500 Penalty: 4258.457031
	Iteration 51Q: 3 clusters Score -650038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -650037.625000 Penalty: 4258.457031
	Iteration 52Q: 3 clusters Score -650037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -650038.437500 Penalty: 4258.457031
	Iteration 53Q: 3 clusters Score -650038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -650039.125000 Penalty: 4258.457031
	Iteration 54Q: 3 clusters Score -650039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -650040.625000 Penalty: 4258.457031
	Iteration 55Q: 3 clusters Score -650040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -650042.125000 Penalty: 4258.457031
	Iteration 56Q: 3 clusters Score -650042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -650043.562500 Penalty: 4258.457031
	Iteration 57Q: 3 clusters Score -650043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -650043.875000 Penalty: 4258.457031
	Iteration 58Q: 3 clusters Score -650043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -650045.312500 Penalty: 4258.457031
	Iteration 59Q: 3 clusters Score -650045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -650044.875000 Penalty: 4258.457031
	Iteration 60F: 3 clusters Score -650044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -650045.625000 Penalty: 4258.457031
	Iteration 61Q: 3 clusters Score -650045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -650047.000000 Penalty: 4258.457031
	Iteration 62Q: 3 clusters Score -650047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -650046.000000 Penalty: 4258.457031
	Iteration 63Q: 3 clusters Score -650046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -650046.000000 Penalty: 4258.457031
	Iteration 64F: 3 clusters Score -650046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -727026.312500 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -727026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -721912.500000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -721912.5 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -723262.500000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -723262.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -723523.250000 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -723523.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -723744.187500 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -723744.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -723966.187500 Penalty: 4308.050293
	Iteration 4F: 3 clusters Score -723966.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -724169.500000 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -724169.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -724393.500000 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -724393.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -724604.500000 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -724604.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -724816.375000 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -724816.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -724995.062500 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -724995.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -725113.312500 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -725113.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -725199.562500 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -725199.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -725250.500000 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -725250.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -725288.500000 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -725288.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -725318.375000 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -725318.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -725343.687500 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -725343.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -725368.375000 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -725368.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -725382.375000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -725382.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -725403.812500 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -725403.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -725414.875000 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -725414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -725424.312500 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -725424.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -725428.875000 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -725428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -725432.875000 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -725432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -725437.750000 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -725437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -725439.187500 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -725439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -725441.687500 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -725441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -725443.062500 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -725443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -725443.375000 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -725443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -725445.312500 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -725445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -725445.812500 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -725445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -725445.875000 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -725445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -725445.875000 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -725445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -725445.687500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -725445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -725447.500000 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -725447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -725447.500000 Penalty: 4308.050293
	Iteration 34F: 3 clusters Score -725447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -435622.156250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -435622.2 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 1740 members 
Entering Unmasked Estep 
Score: -432032.593750 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -432032.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -432790.187500 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -432790.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432960.156250 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -432960.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -433077.468750 Penalty: 4048.324951
	Iteration 3Q: 3 clusters Score -433077.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433154.781250 Penalty: 4048.324951
	Iteration 4Q: 3 clusters Score -433154.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -433211.343750 Penalty: 4048.324951
	Iteration 5Q: 3 clusters Score -433211.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -433255.406250 Penalty: 4048.324951
	Iteration 6Q: 3 clusters Score -433255.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -433290.718750 Penalty: 4048.324951
	Iteration 7Q: 3 clusters Score -433290.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -433319.500000 Penalty: 4048.324951
	Iteration 8Q: 3 clusters Score -433319.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -433351.375000 Penalty: 4048.324951
	Iteration 9Q: 3 clusters Score -433351.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -433382.968750 Penalty: 4048.324951
	Iteration 10Q: 3 clusters Score -433383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -433405.781250 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -433405.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -433428.906250 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -433428.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -433445.250000 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -433445.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -433458.187500 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -433458.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -433464.843750 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -433464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -433471.312500 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -433471.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -433476.906250 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -433476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -433483.312500 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -433483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -433487.906250 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -433487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -433493.312500 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -433493.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -433496.656250 Penalty: 4048.324951
	Iteration 21Q: 3 clusters Score -433496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -433500.375000 Penalty: 4048.324951
	Iteration 22Q: 3 clusters Score -433500.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -433504.781250 Penalty: 4048.324951
	Iteration 23Q: 3 clusters Score -433504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -433508.406250 Penalty: 4048.324951
	Iteration 24Q: 3 clusters Score -433508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -433513.406250 Penalty: 4048.324951
	Iteration 25Q: 3 clusters Score -433513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -433516.343750 Penalty: 4048.324951
	Iteration 26Q: 3 clusters Score -433516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -433520.281250 Penalty: 4048.324951
	Iteration 27Q: 3 clusters Score -433520.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -433524.000000 Penalty: 4048.324951
	Iteration 28Q: 3 clusters Score -433524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -433526.750000 Penalty: 4048.324951
	Iteration 29Q: 3 clusters Score -433526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433527.937500 Penalty: 4048.324951
	Iteration 30Q: 3 clusters Score -433527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433529.531250 Penalty: 4048.324951
	Iteration 31Q: 3 clusters Score -433529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -433531.312500 Penalty: 4048.324951
	Iteration 32Q: 3 clusters Score -433531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433530.750000 Penalty: 4048.324951
	Iteration 33Q: 3 clusters Score -433530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -433530.750000 Penalty: 4048.324951
	Iteration 34F: 3 clusters Score -433530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (37211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Entering Unmasked Estep 
Score: -4705359.000000 Penalty: 2610.041260
	Iteration 0F: 2 clusters Score -4705359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4680025.000000 Penalty: 5220.082520
	Iteration 0F: 3 clusters Score -4680025 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4689281.000000 Penalty: 5220.082520
	Iteration 1F: 3 clusters Score -4689281 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4689773.000000 Penalty: 5220.082520
	Iteration 2Q: 3 clusters Score -4689773 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4690264.000000 Penalty: 5220.082520
	Iteration 3Q: 3 clusters Score -4690264 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4690760.500000 Penalty: 5220.082520
	Iteration 4Q: 3 clusters Score -4690760 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4691470.500000 Penalty: 5220.082520
	Iteration 5Q: 3 clusters Score -4691470 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4692491.000000 Penalty: 5220.082520
	Iteration 6F: 3 clusters Score -4692491 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4694098.000000 Penalty: 5220.082520
	Iteration 7F: 3 clusters Score -4694098 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -4696279.500000 Penalty: 5220.082520
	Iteration 8F: 3 clusters Score -4696280 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4698672.500000 Penalty: 5220.082520
	Iteration 9F: 3 clusters Score -4698672 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4700618.500000 Penalty: 5220.082520
	Iteration 10F: 3 clusters Score -4700618 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4701854.500000 Penalty: 5220.082520
	Iteration 11Q: 3 clusters Score -4701854 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4702512.000000 Penalty: 5220.082520
	Iteration 12Q: 3 clusters Score -4702512 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4702770.000000 Penalty: 5220.082520
	Iteration 13Q: 3 clusters Score -4702770 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4702938.000000 Penalty: 5220.082520
	Iteration 14Q: 3 clusters Score -4702938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4703025.000000 Penalty: 5220.082520
	Iteration 15Q: 3 clusters Score -4703025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4703090.500000 Penalty: 5220.082520
	Iteration 16Q: 3 clusters Score -4703090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4703123.500000 Penalty: 5220.082520
	Iteration 17Q: 3 clusters Score -4703124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4703132.000000 Penalty: 5220.082520
	Iteration 18Q: 3 clusters Score -4703132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4703154.500000 Penalty: 5220.082520
	Iteration 19Q: 3 clusters Score -4703154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4703167.000000 Penalty: 5220.082520
	Iteration 20F: 3 clusters Score -4703167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4703164.500000 Penalty: 5220.082520
	Iteration 21Q: 3 clusters Score -4703164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4703170.500000 Penalty: 5220.082520
	Iteration 22Q: 3 clusters Score -4703170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4703176.500000 Penalty: 5220.082520
	Iteration 23Q: 3 clusters Score -4703176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4703184.000000 Penalty: 5220.082520
	Iteration 24Q: 3 clusters Score -4703184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4703184.500000 Penalty: 5220.082520
	Iteration 25Q: 3 clusters Score -4703184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4703188.000000 Penalty: 5220.082520
	Iteration 26Q: 3 clusters Score -4703188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4703190.000000 Penalty: 5220.082520
	Iteration 27Q: 3 clusters Score -4703190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4703189.000000 Penalty: 5220.082520
	Iteration 28Q: 3 clusters Score -4703189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4703191.000000 Penalty: 5220.082520
	Iteration 29Q: 3 clusters Score -4703191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4703191.000000 Penalty: 5220.082520
	Iteration 30F: 3 clusters Score -4703191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -544500.687500 Penalty: 2086.904785
	Iteration 0F: 2 clusters Score -544500.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540200.937500 Penalty: 4173.809570
	Iteration 0F: 3 clusters Score -540200.9 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -541224.062500 Penalty: 4173.809570
	Iteration 1F: 3 clusters Score -541224.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -541459.437500 Penalty: 4173.809570
	Iteration 2F: 3 clusters Score -541459.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -541625.062500 Penalty: 4173.809570
	Iteration 3F: 3 clusters Score -541625.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -541785.500000 Penalty: 4173.809570
	Iteration 4Q: 3 clusters Score -541785.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -541979.750000 Penalty: 4173.809570
	Iteration 5Q: 3 clusters Score -541979.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -542185.562500 Penalty: 4173.809570
	Iteration 6Q: 3 clusters Score -542185.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -542377.687500 Penalty: 4173.809570
	Iteration 7Q: 3 clusters Score -542377.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -542510.250000 Penalty: 4173.809570
	Iteration 8Q: 3 clusters Score -542510.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -542625.687500 Penalty: 4173.809570
	Iteration 9Q: 3 clusters Score -542625.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -542726.937500 Penalty: 4173.809570
	Iteration 10Q: 3 clusters Score -542726.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -542822.000000 Penalty: 4173.809570
	Iteration 11Q: 3 clusters Score -542822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -542904.812500 Penalty: 4173.809570
	Iteration 12Q: 3 clusters Score -542904.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -542986.000000 Penalty: 4173.809570
	Iteration 13Q: 3 clusters Score -542986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543048.687500 Penalty: 4173.809570
	Iteration 14Q: 3 clusters Score -543048.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -543113.437500 Penalty: 4173.809570
	Iteration 15Q: 3 clusters Score -543113.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -543170.937500 Penalty: 4173.809570
	Iteration 16Q: 3 clusters Score -543170.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -543243.125000 Penalty: 4173.809570
	Iteration 17Q: 3 clusters Score -543243.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -543340.875000 Penalty: 4173.809570
	Iteration 18Q: 3 clusters Score -543340.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -543482.562500 Penalty: 4173.809570
	Iteration 19Q: 3 clusters Score -543482.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -543648.562500 Penalty: 4173.809570
	Iteration 20F: 3 clusters Score -543648.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -543812.875000 Penalty: 4173.809570
	Iteration 21Q: 3 clusters Score -543812.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -543943.062500 Penalty: 4173.809570
	Iteration 22Q: 3 clusters Score -543943.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -544036.562500 Penalty: 4173.809570
	Iteration 23Q: 3 clusters Score -544036.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -544096.625000 Penalty: 4173.809570
	Iteration 24Q: 3 clusters Score -544096.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -544133.312500 Penalty: 4173.809570
	Iteration 25Q: 3 clusters Score -544133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -544150.500000 Penalty: 4173.809570
	Iteration 26Q: 3 clusters Score -544150.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -544164.625000 Penalty: 4173.809570
	Iteration 27Q: 3 clusters Score -544164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -544182.000000 Penalty: 4173.809570
	Iteration 28Q: 3 clusters Score -544182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -544189.812500 Penalty: 4173.809570
	Iteration 29Q: 3 clusters Score -544189.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -544196.375000 Penalty: 4173.809570
	Iteration 30Q: 3 clusters Score -544196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -544204.000000 Penalty: 4173.809570
	Iteration 31Q: 3 clusters Score -544204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -544211.250000 Penalty: 4173.809570
	Iteration 32Q: 3 clusters Score -544211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -544216.687500 Penalty: 4173.809570
	Iteration 33Q: 3 clusters Score -544216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -544218.437500 Penalty: 4173.809570
	Iteration 34Q: 3 clusters Score -544218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -544218.437500 Penalty: 4173.809570
	Iteration 35Q: 3 clusters Score -544218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -544219.687500 Penalty: 4173.809570
	Iteration 36Q: 3 clusters Score -544219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -544218.937500 Penalty: 4173.809570
	Iteration 37Q: 3 clusters Score -544218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -544218.937500 Penalty: 4173.809570
	Iteration 38F: 3 clusters Score -544218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -40858.863281 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -40858.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39560.632812 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -39560.63 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39870.230469 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -39870.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40027.710938 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -40027.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40108.199219 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -40108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40190.269531 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -40190.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40243.824219 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -40243.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40304.253906 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -40304.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40329.851562 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -40329.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40339.078125 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -40339.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40388.921875 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -40388.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40495.460938 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -40495.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40589.816406 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -40589.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40637.332031 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -40637.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40659.066406 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -40659.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40665.800781 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -40665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40667.195312 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -40667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40680.394531 Penalty: 2992.410889
	Iteration 16F: 3 clusters Score -40680.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40726.882812 Penalty: 2992.410889
	Iteration 17Q: 3 clusters Score -40726.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40737.644531 Penalty: 2992.410889
	Iteration 18Q: 3 clusters Score -40737.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40737.644531 Penalty: 2992.410889
	Iteration 19F: 3 clusters Score -40737.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -873867.250000 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -873867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -868029.437500 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -868029.4 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -869534.625000 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -869534.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -869835.375000 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -869835.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -870021.312500 Penalty: 4392.197266
	Iteration 3F: 3 clusters Score -870021.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -870185.375000 Penalty: 4392.197266
	Iteration 4Q: 3 clusters Score -870185.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -870302.250000 Penalty: 4392.197266
	Iteration 5Q: 3 clusters Score -870302.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -870425.812500 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -870425.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -870547.312500 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -870547.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -870674.750000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -870674.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -870813.500000 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -870813.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -870970.375000 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -870970.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -871148.312500 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -871148.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -871346.500000 Penalty: 4392.197266
	Iteration 12Q: 3 clusters Score -871346.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -871540.375000 Penalty: 4392.197266
	Iteration 13Q: 3 clusters Score -871540.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -871691.687500 Penalty: 4392.197266
	Iteration 14Q: 3 clusters Score -871691.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -871803.875000 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -871803.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -871877.000000 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -871877 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -871950.250000 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -871950.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -872004.687500 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -872004.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -872060.375000 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -872060.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -872116.562500 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -872116.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -872176.250000 Penalty: 4392.197266
	Iteration 21Q: 3 clusters Score -872176.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -872224.312500 Penalty: 4392.197266
	Iteration 22Q: 3 clusters Score -872224.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -872277.937500 Penalty: 4392.197266
	Iteration 23Q: 3 clusters Score -872277.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -872331.750000 Penalty: 4392.197266
	Iteration 24Q: 3 clusters Score -872331.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -872378.125000 Penalty: 4392.197266
	Iteration 25Q: 3 clusters Score -872378.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -872411.250000 Penalty: 4392.197266
	Iteration 26Q: 3 clusters Score -872411.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -872434.562500 Penalty: 4392.197266
	Iteration 27Q: 3 clusters Score -872434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -872447.687500 Penalty: 4392.197266
	Iteration 28Q: 3 clusters Score -872447.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -872458.937500 Penalty: 4392.197266
	Iteration 29Q: 3 clusters Score -872458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -872467.437500 Penalty: 4392.197266
	Iteration 30Q: 3 clusters Score -872467.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -872473.062500 Penalty: 4392.197266
	Iteration 31Q: 3 clusters Score -872473.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -872478.500000 Penalty: 4392.197266
	Iteration 32Q: 3 clusters Score -872478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -872480.500000 Penalty: 4392.197266
	Iteration 33Q: 3 clusters Score -872480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -872480.062500 Penalty: 4392.197266
	Iteration 34Q: 3 clusters Score -872480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -872482.125000 Penalty: 4392.197266
	Iteration 35Q: 3 clusters Score -872482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -872483.312500 Penalty: 4392.197266
	Iteration 36Q: 3 clusters Score -872483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -872484.000000 Penalty: 4392.197266
	Iteration 37Q: 3 clusters Score -872484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -872483.687500 Penalty: 4392.197266
	Iteration 38Q: 3 clusters Score -872483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -872483.500000 Penalty: 4392.197266
	Iteration 39Q: 3 clusters Score -872483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -872484.000000 Penalty: 4392.197266
	Iteration 40F: 3 clusters Score -872484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -327284.218750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -327284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -324242.968750 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -324243 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -324904.375000 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -324904.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -325078.718750 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -325078.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -325198.156250 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -325198.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -325288.812500 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -325288.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -325363.406250 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -325363.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325426.781250 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -325426.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -325500.031250 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -325500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -325569.500000 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -325569.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -325638.937500 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -325638.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -325707.062500 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -325707.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -325802.000000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -325802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -325903.843750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -325903.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326002.125000 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -326002.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -326063.968750 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -326064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326100.187500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -326100.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -326122.843750 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -326122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -326133.437500 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -326133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -326139.750000 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -326139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -326141.656250 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -326141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -326143.812500 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -326143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326143.812500 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -326143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326143.812500 Penalty: 3913.357666
	Iteration 22F: 3 clusters Score -326143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -332018.437500 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -332018.4 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 1331 members 
Entering Unmasked Estep 
Score: -328943.281250 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -328943.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329604.718750 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -329604.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -329843.968750 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -329844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -330064.625000 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -330064.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330237.218750 Penalty: 3930.160400
	Iteration 4F: 3 clusters Score -330237.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -330386.531250 Penalty: 3930.160400
	Iteration 5F: 3 clusters Score -330386.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -330505.875000 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -330505.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -330650.031250 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -330650 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -330791.187500 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -330791.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -330888.843750 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -330888.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -330957.687500 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -330957.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -330999.125000 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -330999.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -331024.187500 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -331024.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -331056.906250 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -331056.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -331086.156250 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -331086.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -331106.812500 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -331106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -331122.843750 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -331122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -331133.656250 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -331133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -331136.718750 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -331136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -331138.593750 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -331138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -331141.750000 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -331141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -331144.968750 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -331145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -331146.718750 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -331146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -331151.500000 Penalty: 3930.160400
	Iteration 23Q: 3 clusters Score -331151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -331155.500000 Penalty: 3930.160400
	Iteration 24Q: 3 clusters Score -331155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -331159.281250 Penalty: 3930.160400
	Iteration 25Q: 3 clusters Score -331159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -331161.343750 Penalty: 3930.160400
	Iteration 26Q: 3 clusters Score -331161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -331162.656250 Penalty: 3930.160400
	Iteration 27Q: 3 clusters Score -331162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -331163.687500 Penalty: 3930.160400
	Iteration 28Q: 3 clusters Score -331163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -331164.468750 Penalty: 3930.160400
	Iteration 29Q: 3 clusters Score -331164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -331164.468750 Penalty: 3930.160400
	Iteration 30F: 3 clusters Score -331164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -547096.625000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -547096.6 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 2207 members 
Entering Unmasked Estep 
Score: -542916.937500 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -542916.9 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -543902.500000 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -543902.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -544158.375000 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -544158.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -544365.187500 Penalty: 4175.893066
	Iteration 3F: 3 clusters Score -544365.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544571.000000 Penalty: 4175.893066
	Iteration 4F: 3 clusters Score -544571 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -544781.125000 Penalty: 4175.893066
	Iteration 5F: 3 clusters Score -544781.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -545010.250000 Penalty: 4175.893066
	Iteration 6F: 3 clusters Score -545010.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -545277.750000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -545277.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -545545.312500 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -545545.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -545740.687500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -545740.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -545905.687500 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -545905.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -546059.312500 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -546059.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -546181.312500 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -546181.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -546262.125000 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -546262.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -546300.500000 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -546300.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -546329.125000 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -546329.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -546354.187500 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -546354.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -546369.562500 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -546369.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -546380.437500 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -546380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -546382.125000 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -546382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -546385.562500 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -546385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -546388.250000 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -546388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -546389.937500 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -546389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -546391.500000 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -546391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -546392.437500 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -546392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -546392.562500 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -546392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -546394.187500 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -546394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -546393.125000 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -546393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -546393.125000 Penalty: 4175.893066
	Iteration 28F: 3 clusters Score -546393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -496094.843750 Penalty: 2065.335938
	Iteration 0F: 2 clusters Score -496094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -492091.156250 Penalty: 4130.671875
	Iteration 0F: 3 clusters Score -492091.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -492924.531250 Penalty: 4130.671875
	Iteration 1F: 3 clusters Score -492924.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -493124.000000 Penalty: 4130.671875
	Iteration 2F: 3 clusters Score -493124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -493291.625000 Penalty: 4130.671875
	Iteration 3F: 3 clusters Score -493291.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -493455.125000 Penalty: 4130.671875
	Iteration 4F: 3 clusters Score -493455.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -493628.062500 Penalty: 4130.671875
	Iteration 5Q: 3 clusters Score -493628.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -493830.968750 Penalty: 4130.671875
	Iteration 6F: 3 clusters Score -493831 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -494034.093750 Penalty: 4130.671875
	Iteration 7F: 3 clusters Score -494034.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -494208.281250 Penalty: 4130.671875
	Iteration 8Q: 3 clusters Score -494208.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -494370.281250 Penalty: 4130.671875
	Iteration 9Q: 3 clusters Score -494370.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -494482.125000 Penalty: 4130.671875
	Iteration 10Q: 3 clusters Score -494482.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -494561.531250 Penalty: 4130.671875
	Iteration 11Q: 3 clusters Score -494561.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -494632.968750 Penalty: 4130.671875
	Iteration 12Q: 3 clusters Score -494633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494686.968750 Penalty: 4130.671875
	Iteration 13Q: 3 clusters Score -494687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -494726.531250 Penalty: 4130.671875
	Iteration 14Q: 3 clusters Score -494726.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -494758.687500 Penalty: 4130.671875
	Iteration 15Q: 3 clusters Score -494758.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -494781.187500 Penalty: 4130.671875
	Iteration 16Q: 3 clusters Score -494781.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -494796.250000 Penalty: 4130.671875
	Iteration 17Q: 3 clusters Score -494796.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -494807.718750 Penalty: 4130.671875
	Iteration 18Q: 3 clusters Score -494807.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -494823.625000 Penalty: 4130.671875
	Iteration 19Q: 3 clusters Score -494823.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -494850.250000 Penalty: 4130.671875
	Iteration 20F: 3 clusters Score -494850.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -494880.093750 Penalty: 4130.671875
	Iteration 21Q: 3 clusters Score -494880.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -494937.250000 Penalty: 4130.671875
	Iteration 22Q: 3 clusters Score -494937.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -495024.343750 Penalty: 4130.671875
	Iteration 23Q: 3 clusters Score -495024.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -495123.593750 Penalty: 4130.671875
	Iteration 24Q: 3 clusters Score -495123.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -495176.468750 Penalty: 4130.671875
	Iteration 25Q: 3 clusters Score -495176.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -495198.937500 Penalty: 4130.671875
	Iteration 26Q: 3 clusters Score -495198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -495207.750000 Penalty: 4130.671875
	Iteration 27Q: 3 clusters Score -495207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -495214.875000 Penalty: 4130.671875
	Iteration 28Q: 3 clusters Score -495214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -495219.656250 Penalty: 4130.671875
	Iteration 29Q: 3 clusters Score -495219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -495223.781250 Penalty: 4130.671875
	Iteration 30Q: 3 clusters Score -495223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -495226.218750 Penalty: 4130.671875
	Iteration 31Q: 3 clusters Score -495226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -495229.187500 Penalty: 4130.671875
	Iteration 32Q: 3 clusters Score -495229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -495232.718750 Penalty: 4130.671875
	Iteration 33Q: 3 clusters Score -495232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -495234.906250 Penalty: 4130.671875
	Iteration 34Q: 3 clusters Score -495234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -495235.031250 Penalty: 4130.671875
	Iteration 35Q: 3 clusters Score -495235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -495235.031250 Penalty: 4130.671875
	Iteration 36F: 3 clusters Score -495235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -1007234.500000 Penalty: 2231.568604
	Iteration 0F: 2 clusters Score -1007234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1000790.062500 Penalty: 4463.137207
	Iteration 0F: 3 clusters Score -1000790 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1002509.125000 Penalty: 4463.137207
	Iteration 1F: 3 clusters Score -1002509 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1002758.250000 Penalty: 4463.137207
	Iteration 2F: 3 clusters Score -1002758 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1002940.375000 Penalty: 4463.137207
	Iteration 3Q: 3 clusters Score -1002940 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1003077.875000 Penalty: 4463.137207
	Iteration 4Q: 3 clusters Score -1003078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1003177.875000 Penalty: 4463.137207
	Iteration 5Q: 3 clusters Score -1003178 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1003268.437500 Penalty: 4463.137207
	Iteration 6Q: 3 clusters Score -1003268 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1003345.437500 Penalty: 4463.137207
	Iteration 7Q: 3 clusters Score -1003345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1003431.812500 Penalty: 4463.137207
	Iteration 8Q: 3 clusters Score -1003432 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1003530.625000 Penalty: 4463.137207
	Iteration 9Q: 3 clusters Score -1003531 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1003665.937500 Penalty: 4463.137207
	Iteration 10Q: 3 clusters Score -1003666 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1003806.750000 Penalty: 4463.137207
	Iteration 11Q: 3 clusters Score -1003807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1003932.125000 Penalty: 4463.137207
	Iteration 12Q: 3 clusters Score -1003932 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1004036.375000 Penalty: 4463.137207
	Iteration 13Q: 3 clusters Score -1004036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1004140.437500 Penalty: 4463.137207
	Iteration 14Q: 3 clusters Score -1004140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1004250.437500 Penalty: 4463.137207
	Iteration 15Q: 3 clusters Score -1004250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1004365.062500 Penalty: 4463.137207
	Iteration 16Q: 3 clusters Score -1004365 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1004481.062500 Penalty: 4463.137207
	Iteration 17Q: 3 clusters Score -1004481 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1004589.500000 Penalty: 4463.137207
	Iteration 18Q: 3 clusters Score -1004590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1004677.750000 Penalty: 4463.137207
	Iteration 19Q: 3 clusters Score -1004678 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1004768.187500 Penalty: 4463.137207
	Iteration 20F: 3 clusters Score -1004768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1004842.187500 Penalty: 4463.137207
	Iteration 21Q: 3 clusters Score -1004842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1004912.187500 Penalty: 4463.137207
	Iteration 22Q: 3 clusters Score -1004912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1004968.562500 Penalty: 4463.137207
	Iteration 23Q: 3 clusters Score -1004969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1005020.750000 Penalty: 4463.137207
	Iteration 24Q: 3 clusters Score -1005021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1005064.187500 Penalty: 4463.137207
	Iteration 25Q: 3 clusters Score -1005064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1005104.937500 Penalty: 4463.137207
	Iteration 26Q: 3 clusters Score -1005105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1005138.562500 Penalty: 4463.137207
	Iteration 27Q: 3 clusters Score -1005139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1005161.500000 Penalty: 4463.137207
	Iteration 28Q: 3 clusters Score -1005162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1005181.687500 Penalty: 4463.137207
	Iteration 29Q: 3 clusters Score -1005182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1005204.250000 Penalty: 4463.137207
	Iteration 30Q: 3 clusters Score -1005204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1005231.937500 Penalty: 4463.137207
	Iteration 31Q: 3 clusters Score -1005232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1005245.625000 Penalty: 4463.137207
	Iteration 32Q: 3 clusters Score -1005246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1005256.000000 Penalty: 4463.137207
	Iteration 33Q: 3 clusters Score -1005256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1005260.312500 Penalty: 4463.137207
	Iteration 34Q: 3 clusters Score -1005260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1005264.062500 Penalty: 4463.137207
	Iteration 35Q: 3 clusters Score -1005264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1005268.437500 Penalty: 4463.137207
	Iteration 36Q: 3 clusters Score -1005268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1005273.937500 Penalty: 4463.137207
	Iteration 37Q: 3 clusters Score -1005274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1005275.937500 Penalty: 4463.137207
	Iteration 38Q: 3 clusters Score -1005276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1005276.437500 Penalty: 4463.137207
	Iteration 39Q: 3 clusters Score -1005276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1005281.187500 Penalty: 4463.137207
	Iteration 40F: 3 clusters Score -1005281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1005283.812500 Penalty: 4463.137207
	Iteration 41Q: 3 clusters Score -1005284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1005287.062500 Penalty: 4463.137207
	Iteration 42Q: 3 clusters Score -1005287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1005288.687500 Penalty: 4463.137207
	Iteration 43Q: 3 clusters Score -1005289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1005289.937500 Penalty: 4463.137207
	Iteration 44Q: 3 clusters Score -1005290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1005291.937500 Penalty: 4463.137207
	Iteration 45Q: 3 clusters Score -1005292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1005294.250000 Penalty: 4463.137207
	Iteration 46Q: 3 clusters Score -1005294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1005294.687500 Penalty: 4463.137207
	Iteration 47Q: 3 clusters Score -1005295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1005295.875000 Penalty: 4463.137207
	Iteration 48Q: 3 clusters Score -1005296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1005297.937500 Penalty: 4463.137207
	Iteration 49Q: 3 clusters Score -1005298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1005298.187500 Penalty: 4463.137207
	Iteration 50Q: 3 clusters Score -1005298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1005302.625000 Penalty: 4463.137207
	Iteration 51Q: 3 clusters Score -1005303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1005301.250000 Penalty: 4463.137207
	Iteration 52Q: 3 clusters Score -1005301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1005304.687500 Penalty: 4463.137207
	Iteration 53Q: 3 clusters Score -1005305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1005308.125000 Penalty: 4463.137207
	Iteration 54Q: 3 clusters Score -1005308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1005308.750000 Penalty: 4463.137207
	Iteration 55Q: 3 clusters Score -1005309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1005309.875000 Penalty: 4463.137207
	Iteration 56Q: 3 clusters Score -1005310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1005312.312500 Penalty: 4463.137207
	Iteration 57Q: 3 clusters Score -1005312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1005315.125000 Penalty: 4463.137207
	Iteration 58Q: 3 clusters Score -1005315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1005320.250000 Penalty: 4463.137207
	Iteration 59Q: 3 clusters Score -1005320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1005323.625000 Penalty: 4463.137207
	Iteration 60F: 3 clusters Score -1005324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1005328.437500 Penalty: 4463.137207
	Iteration 61Q: 3 clusters Score -1005328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1005329.625000 Penalty: 4463.137207
	Iteration 62Q: 3 clusters Score -1005330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1005332.437500 Penalty: 4463.137207
	Iteration 63Q: 3 clusters Score -1005332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1005334.687500 Penalty: 4463.137207
	Iteration 64Q: 3 clusters Score -1005335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1005337.125000 Penalty: 4463.137207
	Iteration 65Q: 3 clusters Score -1005337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1005342.125000 Penalty: 4463.137207
	Iteration 66Q: 3 clusters Score -1005342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1005345.312500 Penalty: 4463.137207
	Iteration 67Q: 3 clusters Score -1005345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1005349.062500 Penalty: 4463.137207
	Iteration 68Q: 3 clusters Score -1005349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1005351.312500 Penalty: 4463.137207
	Iteration 69Q: 3 clusters Score -1005351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1005350.000000 Penalty: 4463.137207
	Iteration 70Q: 3 clusters Score -1005350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1005349.875000 Penalty: 4463.137207
	Iteration 71Q: 3 clusters Score -1005350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1005351.687500 Penalty: 4463.137207
	Iteration 72Q: 3 clusters Score -1005352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1005352.937500 Penalty: 4463.137207
	Iteration 73Q: 3 clusters Score -1005353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1005358.750000 Penalty: 4463.137207
	Iteration 74Q: 3 clusters Score -1005359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1005361.750000 Penalty: 4463.137207
	Iteration 75Q: 3 clusters Score -1005362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1005367.875000 Penalty: 4463.137207
	Iteration 76Q: 3 clusters Score -1005368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1005370.437500 Penalty: 4463.137207
	Iteration 77Q: 3 clusters Score -1005370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1005373.562500 Penalty: 4463.137207
	Iteration 78Q: 3 clusters Score -1005374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1005374.937500 Penalty: 4463.137207
	Iteration 79Q: 3 clusters Score -1005375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1005375.000000 Penalty: 4463.137207
	Iteration 80F: 3 clusters Score -1005375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1005375.562500 Penalty: 4463.137207
	Iteration 81Q: 3 clusters Score -1005376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1005376.437500 Penalty: 4463.137207
	Iteration 82Q: 3 clusters Score -1005376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1005377.375000 Penalty: 4463.137207
	Iteration 83Q: 3 clusters Score -1005377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1005377.375000 Penalty: 4463.137207
	Iteration 84F: 3 clusters Score -1005377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -103899.992188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -103900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102256.554688 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -102256.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -102449.289062 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -102449.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -102548.890625 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -102548.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102622.007812 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -102622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102687.171875 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -102687.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102756.625000 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -102756.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102836.132812 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -102836.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102946.468750 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -102946.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103135.710938 Penalty: 3205.662598
	Iteration 8F: 3 clusters Score -103135.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103238.445312 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -103238.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103318.929688 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -103318.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103366.625000 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -103366.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103432.703125 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -103432.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103476.500000 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -103476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103523.304688 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -103523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103552.937500 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -103552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103578.273438 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -103578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103591.640625 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -103591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103603.125000 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -103603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103603.343750 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -103603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103605.843750 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -103605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103609.968750 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -103610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103613.492188 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -103613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103613.492188 Penalty: 3205.662598
	Iteration 23F: 3 clusters Score -103613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -601660.937500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -601660.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -596848.312500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -596848.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -598029.000000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -598029 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -598406.687500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -598406.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -598803.187500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -598803.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -599131.562500 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -599131.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -599345.250000 Penalty: 4258.642578
	Iteration 5F: 3 clusters Score -599345.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -599544.562500 Penalty: 4258.642578
	Iteration 6Q: 3 clusters Score -599544.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -599751.187500 Penalty: 4258.642578
	Iteration 7Q: 3 clusters Score -599751.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -599968.687500 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -599968.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -600192.625000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -600192.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -600375.375000 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -600375.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -600511.937500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -600511.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -600638.125000 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -600638.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -600742.875000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -600742.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -600826.875000 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -600826.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -600909.000000 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -600909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -600953.875000 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -600953.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -600990.750000 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -600990.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -601024.187500 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -601024.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -601041.375000 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -601041.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -601060.250000 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -601060.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -601082.062500 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -601082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -601109.937500 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -601109.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -601131.312500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -601131.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -601156.562500 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -601156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -601179.187500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -601179.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -601192.187500 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -601192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -601202.062500 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -601202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -601207.687500 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -601207.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -601211.125000 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -601211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -601214.562500 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -601214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -601215.500000 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -601215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -601219.937500 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -601219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -601226.562500 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -601226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -601230.687500 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -601230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -601231.750000 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -601231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -601231.750000 Penalty: 4258.642578
	Iteration 36F: 3 clusters Score -601231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -118822.570312 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -118822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116857.671875 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -116857.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117146.703125 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -117146.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117254.578125 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -117254.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117308.609375 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -117308.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117350.445312 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -117350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117386.078125 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -117386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117411.976562 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -117412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117418.132812 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -117418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117422.882812 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -117422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117428.843750 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -117428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117429.539062 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -117429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117430.585938 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -117430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117430.585938 Penalty: 3417.237305
	Iteration 12F: 3 clusters Score -117430.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -243765.234375 Penalty: 1919.684814
	Iteration 0F: 2 clusters Score -243765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241011.093750 Penalty: 3839.369629
	Iteration 0F: 3 clusters Score -241011.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241693.406250 Penalty: 3839.369629
	Iteration 1F: 3 clusters Score -241693.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -241950.921875 Penalty: 3839.369629
	Iteration 2F: 3 clusters Score -241950.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242091.218750 Penalty: 3839.369629
	Iteration 3F: 3 clusters Score -242091.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242209.187500 Penalty: 3839.369629
	Iteration 4Q: 3 clusters Score -242209.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242329.000000 Penalty: 3839.369629
	Iteration 5Q: 3 clusters Score -242329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242423.984375 Penalty: 3839.369629
	Iteration 6Q: 3 clusters Score -242424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -242500.375000 Penalty: 3839.369629
	Iteration 7Q: 3 clusters Score -242500.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242549.750000 Penalty: 3839.369629
	Iteration 8Q: 3 clusters Score -242549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -242573.625000 Penalty: 3839.369629
	Iteration 9Q: 3 clusters Score -242573.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -242592.406250 Penalty: 3839.369629
	Iteration 10Q: 3 clusters Score -242592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242606.906250 Penalty: 3839.369629
	Iteration 11Q: 3 clusters Score -242606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242614.687500 Penalty: 3839.369629
	Iteration 12Q: 3 clusters Score -242614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242624.890625 Penalty: 3839.369629
	Iteration 13Q: 3 clusters Score -242624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242640.593750 Penalty: 3839.369629
	Iteration 14Q: 3 clusters Score -242640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242658.609375 Penalty: 3839.369629
	Iteration 15Q: 3 clusters Score -242658.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242675.453125 Penalty: 3839.369629
	Iteration 16Q: 3 clusters Score -242675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242687.656250 Penalty: 3839.369629
	Iteration 17Q: 3 clusters Score -242687.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242692.703125 Penalty: 3839.369629
	Iteration 18Q: 3 clusters Score -242692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242694.687500 Penalty: 3839.369629
	Iteration 19Q: 3 clusters Score -242694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242699.343750 Penalty: 3839.369629
	Iteration 20F: 3 clusters Score -242699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242700.593750 Penalty: 3839.369629
	Iteration 21Q: 3 clusters Score -242700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242702.453125 Penalty: 3839.369629
	Iteration 22Q: 3 clusters Score -242702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242702.359375 Penalty: 3839.369629
	Iteration 23Q: 3 clusters Score -242702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242702.359375 Penalty: 3839.369629
	Iteration 24F: 3 clusters Score -242702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -1080339.125000 Penalty: 2253.726562
	Iteration 0F: 2 clusters Score -1080339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1073397.250000 Penalty: 4507.453125
	Iteration 0F: 3 clusters Score -1073397 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1075475.375000 Penalty: 4507.453125
	Iteration 1F: 3 clusters Score -1075475 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1075829.250000 Penalty: 4507.453125
	Iteration 2F: 3 clusters Score -1075829 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1076066.750000 Penalty: 4507.453125
	Iteration 3F: 3 clusters Score -1076067 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1076235.250000 Penalty: 4507.453125
	Iteration 4Q: 3 clusters Score -1076235 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1076392.250000 Penalty: 4507.453125
	Iteration 5Q: 3 clusters Score -1076392 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1076563.875000 Penalty: 4507.453125
	Iteration 6Q: 3 clusters Score -1076564 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1076742.375000 Penalty: 4507.453125
	Iteration 7Q: 3 clusters Score -1076742 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1076938.750000 Penalty: 4507.453125
	Iteration 8Q: 3 clusters Score -1076939 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1077168.125000 Penalty: 4507.453125
	Iteration 9Q: 3 clusters Score -1077168 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1077389.750000 Penalty: 4507.453125
	Iteration 10Q: 3 clusters Score -1077390 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1077597.625000 Penalty: 4507.453125
	Iteration 11Q: 3 clusters Score -1077598 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1077773.000000 Penalty: 4507.453125
	Iteration 12Q: 3 clusters Score -1077773 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1077916.750000 Penalty: 4507.453125
	Iteration 13Q: 3 clusters Score -1077917 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1078034.000000 Penalty: 4507.453125
	Iteration 14Q: 3 clusters Score -1078034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1078134.625000 Penalty: 4507.453125
	Iteration 15Q: 3 clusters Score -1078135 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1078213.250000 Penalty: 4507.453125
	Iteration 16Q: 3 clusters Score -1078213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1078269.125000 Penalty: 4507.453125
	Iteration 17Q: 3 clusters Score -1078269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1078311.625000 Penalty: 4507.453125
	Iteration 18Q: 3 clusters Score -1078312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1078347.250000 Penalty: 4507.453125
	Iteration 19Q: 3 clusters Score -1078347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1078376.750000 Penalty: 4507.453125
	Iteration 20F: 3 clusters Score -1078377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1078402.750000 Penalty: 4507.453125
	Iteration 21Q: 3 clusters Score -1078403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1078420.000000 Penalty: 4507.453125
	Iteration 22Q: 3 clusters Score -1078420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1078434.625000 Penalty: 4507.453125
	Iteration 23Q: 3 clusters Score -1078435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1078447.750000 Penalty: 4507.453125
	Iteration 24Q: 3 clusters Score -1078448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1078456.875000 Penalty: 4507.453125
	Iteration 25Q: 3 clusters Score -1078457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1078466.875000 Penalty: 4507.453125
	Iteration 26Q: 3 clusters Score -1078467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1078476.750000 Penalty: 4507.453125
	Iteration 27Q: 3 clusters Score -1078477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1078484.375000 Penalty: 4507.453125
	Iteration 28Q: 3 clusters Score -1078484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1078491.000000 Penalty: 4507.453125
	Iteration 29Q: 3 clusters Score -1078491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1078498.000000 Penalty: 4507.453125
	Iteration 30Q: 3 clusters Score -1078498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1078504.125000 Penalty: 4507.453125
	Iteration 31Q: 3 clusters Score -1078504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1078515.375000 Penalty: 4507.453125
	Iteration 32Q: 3 clusters Score -1078515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1078525.250000 Penalty: 4507.453125
	Iteration 33Q: 3 clusters Score -1078525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1078539.875000 Penalty: 4507.453125
	Iteration 34Q: 3 clusters Score -1078540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1078551.500000 Penalty: 4507.453125
	Iteration 35Q: 3 clusters Score -1078552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1078566.375000 Penalty: 4507.453125
	Iteration 36Q: 3 clusters Score -1078566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1078574.500000 Penalty: 4507.453125
	Iteration 37Q: 3 clusters Score -1078574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1078584.125000 Penalty: 4507.453125
	Iteration 38Q: 3 clusters Score -1078584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1078588.500000 Penalty: 4507.453125
	Iteration 39Q: 3 clusters Score -1078588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1078598.375000 Penalty: 4507.453125
	Iteration 40F: 3 clusters Score -1078598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1078605.125000 Penalty: 4507.453125
	Iteration 41Q: 3 clusters Score -1078605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1078615.625000 Penalty: 4507.453125
	Iteration 42Q: 3 clusters Score -1078616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1078617.375000 Penalty: 4507.453125
	Iteration 43Q: 3 clusters Score -1078617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1078625.750000 Penalty: 4507.453125
	Iteration 44Q: 3 clusters Score -1078626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1078631.000000 Penalty: 4507.453125
	Iteration 45Q: 3 clusters Score -1078631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1078636.875000 Penalty: 4507.453125
	Iteration 46Q: 3 clusters Score -1078637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1078640.375000 Penalty: 4507.453125
	Iteration 47Q: 3 clusters Score -1078640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1078647.750000 Penalty: 4507.453125
	Iteration 48Q: 3 clusters Score -1078648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1078645.375000 Penalty: 4507.453125
	Iteration 49Q: 3 clusters Score -1078645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1078646.625000 Penalty: 4507.453125
	Iteration 50Q: 3 clusters Score -1078647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1078648.250000 Penalty: 4507.453125
	Iteration 51Q: 3 clusters Score -1078648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1078649.875000 Penalty: 4507.453125
	Iteration 52Q: 3 clusters Score -1078650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1078649.875000 Penalty: 4507.453125
	Iteration 53F: 3 clusters Score -1078650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -225104.828125 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -225104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -222349.078125 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -222349.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223013.000000 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -223013 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223279.390625 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -223279.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -223494.796875 Penalty: 3823.816895
	Iteration 3F: 3 clusters Score -223494.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223641.328125 Penalty: 3823.816895
	Iteration 4F: 3 clusters Score -223641.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -223725.390625 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -223725.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223818.703125 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -223818.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223917.187500 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -223917.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -224008.359375 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -224008.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -224084.656250 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -224084.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -224140.718750 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -224140.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -224203.609375 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -224203.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224257.359375 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -224257.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -224313.921875 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -224313.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224363.750000 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -224363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224400.390625 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -224400.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224423.640625 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -224423.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -224441.140625 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -224441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -224451.890625 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -224451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224457.671875 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -224457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -224458.500000 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -224458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224459.437500 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -224459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224459.812500 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -224459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224460.328125 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -224460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224460.687500 Penalty: 3823.816895
	Iteration 24Q: 3 clusters Score -224460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224460.687500 Penalty: 3823.816895
	Iteration 25F: 3 clusters Score -224460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -1168033.000000 Penalty: 2294.153320
	Iteration 0F: 2 clusters Score -1168033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1160037.750000 Penalty: 4588.306641
	Iteration 0F: 3 clusters Score -1160038 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1162363.875000 Penalty: 4588.306641
	Iteration 1F: 3 clusters Score -1162364 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1162685.125000 Penalty: 4588.306641
	Iteration 2F: 3 clusters Score -1162685 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1162934.125000 Penalty: 4588.306641
	Iteration 3F: 3 clusters Score -1162934 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1163172.000000 Penalty: 4588.306641
	Iteration 4Q: 3 clusters Score -1163172 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1163384.375000 Penalty: 4588.306641
	Iteration 5Q: 3 clusters Score -1163384 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1163601.750000 Penalty: 4588.306641
	Iteration 6Q: 3 clusters Score -1163602 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1163862.000000 Penalty: 4588.306641
	Iteration 7Q: 3 clusters Score -1163862 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1164198.000000 Penalty: 4588.306641
	Iteration 8Q: 3 clusters Score -1164198 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1164488.375000 Penalty: 4588.306641
	Iteration 9Q: 3 clusters Score -1164488 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1164765.125000 Penalty: 4588.306641
	Iteration 10Q: 3 clusters Score -1164765 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1165041.250000 Penalty: 4588.306641
	Iteration 11Q: 3 clusters Score -1165041 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1165308.875000 Penalty: 4588.306641
	Iteration 12Q: 3 clusters Score -1165309 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1165522.250000 Penalty: 4588.306641
	Iteration 13Q: 3 clusters Score -1165522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1165711.250000 Penalty: 4588.306641
	Iteration 14Q: 3 clusters Score -1165711 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1165841.875000 Penalty: 4588.306641
	Iteration 15Q: 3 clusters Score -1165842 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1165949.500000 Penalty: 4588.306641
	Iteration 16Q: 3 clusters Score -1165950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1166039.500000 Penalty: 4588.306641
	Iteration 17Q: 3 clusters Score -1166040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1166124.750000 Penalty: 4588.306641
	Iteration 18Q: 3 clusters Score -1166125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1166188.500000 Penalty: 4588.306641
	Iteration 19Q: 3 clusters Score -1166188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1166239.875000 Penalty: 4588.306641
	Iteration 20F: 3 clusters Score -1166240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1166277.375000 Penalty: 4588.306641
	Iteration 21Q: 3 clusters Score -1166277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1166316.000000 Penalty: 4588.306641
	Iteration 22Q: 3 clusters Score -1166316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1166350.375000 Penalty: 4588.306641
	Iteration 23Q: 3 clusters Score -1166350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1166378.625000 Penalty: 4588.306641
	Iteration 24Q: 3 clusters Score -1166379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1166407.625000 Penalty: 4588.306641
	Iteration 25Q: 3 clusters Score -1166408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1166439.375000 Penalty: 4588.306641
	Iteration 26Q: 3 clusters Score -1166439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1166462.125000 Penalty: 4588.306641
	Iteration 27Q: 3 clusters Score -1166462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1166480.625000 Penalty: 4588.306641
	Iteration 28Q: 3 clusters Score -1166481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1166495.750000 Penalty: 4588.306641
	Iteration 29Q: 3 clusters Score -1166496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1166510.875000 Penalty: 4588.306641
	Iteration 30Q: 3 clusters Score -1166511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1166530.250000 Penalty: 4588.306641
	Iteration 31Q: 3 clusters Score -1166530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1166544.875000 Penalty: 4588.306641
	Iteration 32Q: 3 clusters Score -1166545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1166556.875000 Penalty: 4588.306641
	Iteration 33Q: 3 clusters Score -1166557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1166571.125000 Penalty: 4588.306641
	Iteration 34Q: 3 clusters Score -1166571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1166585.625000 Penalty: 4588.306641
	Iteration 35Q: 3 clusters Score -1166586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1166598.250000 Penalty: 4588.306641
	Iteration 36Q: 3 clusters Score -1166598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1166606.750000 Penalty: 4588.306641
	Iteration 37Q: 3 clusters Score -1166607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1166611.625000 Penalty: 4588.306641
	Iteration 38Q: 3 clusters Score -1166612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1166612.750000 Penalty: 4588.306641
	Iteration 39Q: 3 clusters Score -1166613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1166614.375000 Penalty: 4588.306641
	Iteration 40F: 3 clusters Score -1166614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1166615.500000 Penalty: 4588.306641
	Iteration 41Q: 3 clusters Score -1166616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1166616.000000 Penalty: 4588.306641
	Iteration 42Q: 3 clusters Score -1166616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1166616.000000 Penalty: 4588.306641
	Iteration 43F: 3 clusters Score -1166616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -3350119.000000 Penalty: 2528.591553
	Iteration 0F: 2 clusters Score -3350119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3331593.500000 Penalty: 5057.183105
	Iteration 0F: 3 clusters Score -3331594 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3338176.500000 Penalty: 5057.183105
	Iteration 1F: 3 clusters Score -3338176 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3338677.250000 Penalty: 5057.183105
	Iteration 2F: 3 clusters Score -3338677 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3339099.000000 Penalty: 5057.183105
	Iteration 3Q: 3 clusters Score -3339099 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3339457.750000 Penalty: 5057.183105
	Iteration 4Q: 3 clusters Score -3339458 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3339793.250000 Penalty: 5057.183105
	Iteration 5Q: 3 clusters Score -3339793 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3340161.250000 Penalty: 5057.183105
	Iteration 6Q: 3 clusters Score -3340161 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3340566.250000 Penalty: 5057.183105
	Iteration 7Q: 3 clusters Score -3340566 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3341017.000000 Penalty: 5057.183105
	Iteration 8Q: 3 clusters Score -3341017 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3341540.250000 Penalty: 5057.183105
	Iteration 9Q: 3 clusters Score -3341540 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3342166.000000 Penalty: 5057.183105
	Iteration 10Q: 3 clusters Score -3342166 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3342898.500000 Penalty: 5057.183105
	Iteration 11Q: 3 clusters Score -3342898 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3343737.750000 Penalty: 5057.183105
	Iteration 12Q: 3 clusters Score -3343738 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3344560.500000 Penalty: 5057.183105
	Iteration 13Q: 3 clusters Score -3344560 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3345198.750000 Penalty: 5057.183105
	Iteration 14Q: 3 clusters Score -3345199 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3345710.000000 Penalty: 5057.183105
	Iteration 15Q: 3 clusters Score -3345710 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3346128.750000 Penalty: 5057.183105
	Iteration 16Q: 3 clusters Score -3346129 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3346490.000000 Penalty: 5057.183105
	Iteration 17Q: 3 clusters Score -3346490 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3346761.500000 Penalty: 5057.183105
	Iteration 18Q: 3 clusters Score -3346762 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3346990.250000 Penalty: 5057.183105
	Iteration 19Q: 3 clusters Score -3346990 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3347158.500000 Penalty: 5057.183105
	Iteration 20F: 3 clusters Score -3347158 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3347310.750000 Penalty: 5057.183105
	Iteration 21Q: 3 clusters Score -3347311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3347444.750000 Penalty: 5057.183105
	Iteration 22Q: 3 clusters Score -3347445 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3347537.000000 Penalty: 5057.183105
	Iteration 23Q: 3 clusters Score -3347537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3347622.750000 Penalty: 5057.183105
	Iteration 24Q: 3 clusters Score -3347623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3347696.000000 Penalty: 5057.183105
	Iteration 25Q: 3 clusters Score -3347696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3347745.500000 Penalty: 5057.183105
	Iteration 26Q: 3 clusters Score -3347746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3347768.750000 Penalty: 5057.183105
	Iteration 27Q: 3 clusters Score -3347769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3347790.000000 Penalty: 5057.183105
	Iteration 28Q: 3 clusters Score -3347790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3347802.250000 Penalty: 5057.183105
	Iteration 29Q: 3 clusters Score -3347802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3347821.250000 Penalty: 5057.183105
	Iteration 30Q: 3 clusters Score -3347821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3347831.000000 Penalty: 5057.183105
	Iteration 31Q: 3 clusters Score -3347831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3347848.250000 Penalty: 5057.183105
	Iteration 32Q: 3 clusters Score -3347848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3347859.750000 Penalty: 5057.183105
	Iteration 33Q: 3 clusters Score -3347860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3347874.250000 Penalty: 5057.183105
	Iteration 34Q: 3 clusters Score -3347874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3347886.750000 Penalty: 5057.183105
	Iteration 35Q: 3 clusters Score -3347887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3347894.250000 Penalty: 5057.183105
	Iteration 36Q: 3 clusters Score -3347894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3347893.500000 Penalty: 5057.183105
	Iteration 37Q: 3 clusters Score -3347894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3347906.000000 Penalty: 5057.183105
	Iteration 38Q: 3 clusters Score -3347906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3347913.250000 Penalty: 5057.183105
	Iteration 39Q: 3 clusters Score -3347913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3347918.250000 Penalty: 5057.183105
	Iteration 40F: 3 clusters Score -3347918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3347927.000000 Penalty: 5057.183105
	Iteration 41Q: 3 clusters Score -3347927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3347929.500000 Penalty: 5057.183105
	Iteration 42Q: 3 clusters Score -3347930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3347928.750000 Penalty: 5057.183105
	Iteration 43Q: 3 clusters Score -3347929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3347928.500000 Penalty: 5057.183105
	Iteration 44Q: 3 clusters Score -3347928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3347929.750000 Penalty: 5057.183105
	Iteration 45Q: 3 clusters Score -3347930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3347929.750000 Penalty: 5057.183105
	Iteration 46F: 3 clusters Score -3347930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Entering Unmasked Estep 
Score: -737588.250000 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -737588.2 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 3022 members 
Entering Unmasked Estep 
Score: -732429.937500 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -732429.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -733713.812500 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -733713.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -733932.437500 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -733932.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -734089.750000 Penalty: 4317.844238
	Iteration 3F: 3 clusters Score -734089.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -734204.000000 Penalty: 4317.844238
	Iteration 4Q: 3 clusters Score -734204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -734285.875000 Penalty: 4317.844238
	Iteration 5Q: 3 clusters Score -734285.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -734343.000000 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -734343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -734389.062500 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -734389.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -734438.187500 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -734438.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -734483.687500 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -734483.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -734530.000000 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -734530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -734579.062500 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -734579.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -734629.750000 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -734629.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -734683.062500 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -734683.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -734727.937500 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -734727.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -734784.437500 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -734784.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -734848.125000 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -734848.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -734916.375000 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -734916.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -734983.562500 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -734983.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -735052.500000 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -735052.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -735134.375000 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -735134.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -735216.125000 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -735216.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -735280.250000 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -735280.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -735343.000000 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -735343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -735422.187500 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -735422.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -735518.437500 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -735518.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -735629.062500 Penalty: 4317.844238
	Iteration 26Q: 3 clusters Score -735629.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -735746.812500 Penalty: 4317.844238
	Iteration 27Q: 3 clusters Score -735746.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -735896.812500 Penalty: 4317.844238
	Iteration 28Q: 3 clusters Score -735896.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -736020.937500 Penalty: 4317.844238
	Iteration 29Q: 3 clusters Score -736020.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -736115.812500 Penalty: 4317.844238
	Iteration 30Q: 3 clusters Score -736115.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -736163.875000 Penalty: 4317.844238
	Iteration 31Q: 3 clusters Score -736163.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -736196.875000 Penalty: 4317.844238
	Iteration 32Q: 3 clusters Score -736196.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -736208.500000 Penalty: 4317.844238
	Iteration 33Q: 3 clusters Score -736208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -736219.687500 Penalty: 4317.844238
	Iteration 34Q: 3 clusters Score -736219.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -736228.500000 Penalty: 4317.844238
	Iteration 35Q: 3 clusters Score -736228.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -736237.875000 Penalty: 4317.844238
	Iteration 36Q: 3 clusters Score -736237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -736241.812500 Penalty: 4317.844238
	Iteration 37Q: 3 clusters Score -736241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -736244.312500 Penalty: 4317.844238
	Iteration 38Q: 3 clusters Score -736244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -736246.625000 Penalty: 4317.844238
	Iteration 39Q: 3 clusters Score -736246.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -736251.125000 Penalty: 4317.844238
	Iteration 40F: 3 clusters Score -736251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -736252.500000 Penalty: 4317.844238
	Iteration 41Q: 3 clusters Score -736252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -736254.000000 Penalty: 4317.844238
	Iteration 42Q: 3 clusters Score -736254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -736254.625000 Penalty: 4317.844238
	Iteration 43Q: 3 clusters Score -736254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -736256.750000 Penalty: 4317.844238
	Iteration 44Q: 3 clusters Score -736256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -736258.000000 Penalty: 4317.844238
	Iteration 45Q: 3 clusters Score -736258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -736261.312500 Penalty: 4317.844238
	Iteration 46Q: 3 clusters Score -736261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -736260.937500 Penalty: 4317.844238
	Iteration 47Q: 3 clusters Score -736260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -736260.812500 Penalty: 4317.844238
	Iteration 48Q: 3 clusters Score -736260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -736261.437500 Penalty: 4317.844238
	Iteration 49Q: 3 clusters Score -736261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -736261.625000 Penalty: 4317.844238
	Iteration 50Q: 3 clusters Score -736261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -736262.062500 Penalty: 4317.844238
	Iteration 51Q: 3 clusters Score -736262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -736264.812500 Penalty: 4317.844238
	Iteration 52Q: 3 clusters Score -736264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -736265.750000 Penalty: 4317.844238
	Iteration 53Q: 3 clusters Score -736265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -736265.625000 Penalty: 4317.844238
	Iteration 54Q: 3 clusters Score -736265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -736265.312500 Penalty: 4317.844238
	Iteration 55Q: 3 clusters Score -736265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -736265.437500 Penalty: 4317.844238
	Iteration 56Q: 3 clusters Score -736265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -736265.312500 Penalty: 4317.844238
	Iteration 57Q: 3 clusters Score -736265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -736266.562500 Penalty: 4317.844238
	Iteration 58Q: 3 clusters Score -736266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -736266.562500 Penalty: 4317.844238
	Iteration 59F: 3 clusters Score -736266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -393569.375000 Penalty: 2001.274536
	Iteration 0F: 2 clusters Score -393569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390175.281250 Penalty: 4002.549072
	Iteration 0F: 3 clusters Score -390175.3 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -390837.437500 Penalty: 4002.549072
	Iteration 1F: 3 clusters Score -390837.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -390998.250000 Penalty: 4002.549072
	Iteration 2F: 3 clusters Score -390998.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -391088.312500 Penalty: 4002.549072
	Iteration 3Q: 3 clusters Score -391088.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -391153.031250 Penalty: 4002.549072
	Iteration 4Q: 3 clusters Score -391153 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -391208.218750 Penalty: 4002.549072
	Iteration 5Q: 3 clusters Score -391208.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -391263.562500 Penalty: 4002.549072
	Iteration 6Q: 3 clusters Score -391263.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -391300.468750 Penalty: 4002.549072
	Iteration 7Q: 3 clusters Score -391300.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -391328.562500 Penalty: 4002.549072
	Iteration 8Q: 3 clusters Score -391328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -391357.500000 Penalty: 4002.549072
	Iteration 9Q: 3 clusters Score -391357.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -391381.250000 Penalty: 4002.549072
	Iteration 10Q: 3 clusters Score -391381.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -391401.843750 Penalty: 4002.549072
	Iteration 11Q: 3 clusters Score -391401.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -391427.781250 Penalty: 4002.549072
	Iteration 12Q: 3 clusters Score -391427.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -391449.656250 Penalty: 4002.549072
	Iteration 13Q: 3 clusters Score -391449.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -391465.281250 Penalty: 4002.549072
	Iteration 14Q: 3 clusters Score -391465.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -391481.375000 Penalty: 4002.549072
	Iteration 15Q: 3 clusters Score -391481.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -391494.218750 Penalty: 4002.549072
	Iteration 16Q: 3 clusters Score -391494.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -391504.468750 Penalty: 4002.549072
	Iteration 17Q: 3 clusters Score -391504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -391512.500000 Penalty: 4002.549072
	Iteration 18Q: 3 clusters Score -391512.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -391521.437500 Penalty: 4002.549072
	Iteration 19Q: 3 clusters Score -391521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -391526.875000 Penalty: 4002.549072
	Iteration 20F: 3 clusters Score -391526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -391534.281250 Penalty: 4002.549072
	Iteration 21Q: 3 clusters Score -391534.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -391544.968750 Penalty: 4002.549072
	Iteration 22Q: 3 clusters Score -391545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -391553.875000 Penalty: 4002.549072
	Iteration 23Q: 3 clusters Score -391553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -391559.937500 Penalty: 4002.549072
	Iteration 24Q: 3 clusters Score -391559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -391565.687500 Penalty: 4002.549072
	Iteration 25Q: 3 clusters Score -391565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -391569.000000 Penalty: 4002.549072
	Iteration 26Q: 3 clusters Score -391569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -391572.218750 Penalty: 4002.549072
	Iteration 27Q: 3 clusters Score -391572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -391577.906250 Penalty: 4002.549072
	Iteration 28Q: 3 clusters Score -391577.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -391585.093750 Penalty: 4002.549072
	Iteration 29Q: 3 clusters Score -391585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -391589.687500 Penalty: 4002.549072
	Iteration 30Q: 3 clusters Score -391589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -391593.531250 Penalty: 4002.549072
	Iteration 31Q: 3 clusters Score -391593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -391595.500000 Penalty: 4002.549072
	Iteration 32Q: 3 clusters Score -391595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -391598.406250 Penalty: 4002.549072
	Iteration 33Q: 3 clusters Score -391598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -391598.437500 Penalty: 4002.549072
	Iteration 34Q: 3 clusters Score -391598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -391599.312500 Penalty: 4002.549072
	Iteration 35Q: 3 clusters Score -391599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -391599.375000 Penalty: 4002.549072
	Iteration 36Q: 3 clusters Score -391599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -391600.500000 Penalty: 4002.549072
	Iteration 37Q: 3 clusters Score -391600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -391603.531250 Penalty: 4002.549072
	Iteration 38Q: 3 clusters Score -391603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -391604.312500 Penalty: 4002.549072
	Iteration 39Q: 3 clusters Score -391604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -391607.437500 Penalty: 4002.549072
	Iteration 40F: 3 clusters Score -391607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -391608.781250 Penalty: 4002.549072
	Iteration 41Q: 3 clusters Score -391608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -391611.593750 Penalty: 4002.549072
	Iteration 42Q: 3 clusters Score -391611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -391613.906250 Penalty: 4002.549072
	Iteration 43Q: 3 clusters Score -391613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -391615.656250 Penalty: 4002.549072
	Iteration 44Q: 3 clusters Score -391615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -391617.437500 Penalty: 4002.549072
	Iteration 45Q: 3 clusters Score -391617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -391620.062500 Penalty: 4002.549072
	Iteration 46Q: 3 clusters Score -391620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -391621.125000 Penalty: 4002.549072
	Iteration 47Q: 3 clusters Score -391621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -391622.531250 Penalty: 4002.549072
	Iteration 48Q: 3 clusters Score -391622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -391624.718750 Penalty: 4002.549072
	Iteration 49Q: 3 clusters Score -391624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -391626.250000 Penalty: 4002.549072
	Iteration 50Q: 3 clusters Score -391626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -391627.843750 Penalty: 4002.549072
	Iteration 51Q: 3 clusters Score -391627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -391629.468750 Penalty: 4002.549072
	Iteration 52Q: 3 clusters Score -391629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -391631.781250 Penalty: 4002.549072
	Iteration 53Q: 3 clusters Score -391631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -391632.500000 Penalty: 4002.549072
	Iteration 54Q: 3 clusters Score -391632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -391633.625000 Penalty: 4002.549072
	Iteration 55Q: 3 clusters Score -391633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -391634.687500 Penalty: 4002.549072
	Iteration 56Q: 3 clusters Score -391634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -391636.187500 Penalty: 4002.549072
	Iteration 57Q: 3 clusters Score -391636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -391637.031250 Penalty: 4002.549072
	Iteration 58Q: 3 clusters Score -391637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -391638.562500 Penalty: 4002.549072
	Iteration 59Q: 3 clusters Score -391638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -391639.531250 Penalty: 4002.549072
	Iteration 60F: 3 clusters Score -391639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -391640.250000 Penalty: 4002.549072
	Iteration 61Q: 3 clusters Score -391640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -391643.156250 Penalty: 4002.549072
	Iteration 62Q: 3 clusters Score -391643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -391646.375000 Penalty: 4002.549072
	Iteration 63Q: 3 clusters Score -391646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -391651.375000 Penalty: 4002.549072
	Iteration 64Q: 3 clusters Score -391651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -391655.687500 Penalty: 4002.549072
	Iteration 65Q: 3 clusters Score -391655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -391658.812500 Penalty: 4002.549072
	Iteration 66Q: 3 clusters Score -391658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -391664.187500 Penalty: 4002.549072
	Iteration 67Q: 3 clusters Score -391664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -391668.031250 Penalty: 4002.549072
	Iteration 68Q: 3 clusters Score -391668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -391673.937500 Penalty: 4002.549072
	Iteration 69Q: 3 clusters Score -391673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -391676.968750 Penalty: 4002.549072
	Iteration 70Q: 3 clusters Score -391677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -391680.093750 Penalty: 4002.549072
	Iteration 71Q: 3 clusters Score -391680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -391681.281250 Penalty: 4002.549072
	Iteration 72Q: 3 clusters Score -391681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -391684.625000 Penalty: 4002.549072
	Iteration 73Q: 3 clusters Score -391684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -391687.906250 Penalty: 4002.549072
	Iteration 74Q: 3 clusters Score -391687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -391691.937500 Penalty: 4002.549072
	Iteration 75Q: 3 clusters Score -391691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -391696.531250 Penalty: 4002.549072
	Iteration 76Q: 3 clusters Score -391696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -391698.906250 Penalty: 4002.549072
	Iteration 77Q: 3 clusters Score -391698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -391702.968750 Penalty: 4002.549072
	Iteration 78Q: 3 clusters Score -391703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -391704.906250 Penalty: 4002.549072
	Iteration 79Q: 3 clusters Score -391704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -391705.718750 Penalty: 4002.549072
	Iteration 80F: 3 clusters Score -391705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Entering Unmasked Estep 
Score: -894754.937500 Penalty: 2203.760742
	Iteration 0F: 2 clusters Score -894754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -888859.312500 Penalty: 4407.521484
	Iteration 0F: 3 clusters Score -888859.3 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -890439.937500 Penalty: 4407.521484
	Iteration 1F: 3 clusters Score -890439.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -890675.312500 Penalty: 4407.521484
	Iteration 2F: 3 clusters Score -890675.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -890828.375000 Penalty: 4407.521484
	Iteration 3Q: 3 clusters Score -890828.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -890938.250000 Penalty: 4407.521484
	Iteration 4Q: 3 clusters Score -890938.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -891027.937500 Penalty: 4407.521484
	Iteration 5Q: 3 clusters Score -891027.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -891111.812500 Penalty: 4407.521484
	Iteration 6Q: 3 clusters Score -891111.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -891200.000000 Penalty: 4407.521484
	Iteration 7Q: 3 clusters Score -891200 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -891284.625000 Penalty: 4407.521484
	Iteration 8Q: 3 clusters Score -891284.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -891381.375000 Penalty: 4407.521484
	Iteration 9Q: 3 clusters Score -891381.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -891509.937500 Penalty: 4407.521484
	Iteration 10Q: 3 clusters Score -891509.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -891669.375000 Penalty: 4407.521484
	Iteration 11Q: 3 clusters Score -891669.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -891847.125000 Penalty: 4407.521484
	Iteration 12Q: 3 clusters Score -891847.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -892059.000000 Penalty: 4407.521484
	Iteration 13Q: 3 clusters Score -892059 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -892282.875000 Penalty: 4407.521484
	Iteration 14Q: 3 clusters Score -892282.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -892494.437500 Penalty: 4407.521484
	Iteration 15Q: 3 clusters Score -892494.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -892654.562500 Penalty: 4407.521484
	Iteration 16Q: 3 clusters Score -892654.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -892772.437500 Penalty: 4407.521484
	Iteration 17Q: 3 clusters Score -892772.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -892843.375000 Penalty: 4407.521484
	Iteration 18Q: 3 clusters Score -892843.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -892890.250000 Penalty: 4407.521484
	Iteration 19Q: 3 clusters Score -892890.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -892919.812500 Penalty: 4407.521484
	Iteration 20F: 3 clusters Score -892919.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -892945.437500 Penalty: 4407.521484
	Iteration 21Q: 3 clusters Score -892945.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -892964.125000 Penalty: 4407.521484
	Iteration 22Q: 3 clusters Score -892964.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -892985.625000 Penalty: 4407.521484
	Iteration 23Q: 3 clusters Score -892985.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -893002.500000 Penalty: 4407.521484
	Iteration 24Q: 3 clusters Score -893002.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -893011.437500 Penalty: 4407.521484
	Iteration 25Q: 3 clusters Score -893011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -893024.750000 Penalty: 4407.521484
	Iteration 26Q: 3 clusters Score -893024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -893037.500000 Penalty: 4407.521484
	Iteration 27Q: 3 clusters Score -893037.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -893049.187500 Penalty: 4407.521484
	Iteration 28Q: 3 clusters Score -893049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -893054.375000 Penalty: 4407.521484
	Iteration 29Q: 3 clusters Score -893054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -893056.875000 Penalty: 4407.521484
	Iteration 30Q: 3 clusters Score -893056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -893058.875000 Penalty: 4407.521484
	Iteration 31Q: 3 clusters Score -893058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -893058.500000 Penalty: 4407.521484
	Iteration 32Q: 3 clusters Score -893058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -893059.125000 Penalty: 4407.521484
	Iteration 33Q: 3 clusters Score -893059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -893059.125000 Penalty: 4407.521484
	Iteration 34F: 3 clusters Score -893059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -1451507.375000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1451507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1444613.500000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1444614 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1446725.750000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1446726 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1447295.750000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1447296 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1447819.000000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -1447819 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1448382.000000 Penalty: 4508.461914
	Iteration 4F: 3 clusters Score -1448382 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1448877.125000 Penalty: 4508.461914
	Iteration 5F: 3 clusters Score -1448877 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1449275.750000 Penalty: 4508.461914
	Iteration 6F: 3 clusters Score -1449276 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1449634.250000 Penalty: 4508.461914
	Iteration 7F: 3 clusters Score -1449634 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1449952.125000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1449952 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1450247.500000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1450248 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1450489.750000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1450490 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1450641.625000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1450642 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1450741.000000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1450741 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1450796.750000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1450797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1450834.125000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1450834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1450858.375000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1450858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1450879.375000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1450879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1450898.375000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1450898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1450908.750000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1450909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1450918.625000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1450919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1450927.625000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1450928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1450933.500000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1450934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1450936.000000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1450936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1450940.750000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1450941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1450942.750000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1450943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1450950.000000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1450950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1450952.250000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1450952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1450957.875000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1450958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1450959.125000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1450959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1450968.625000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1450969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1450971.500000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1450972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1450976.750000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1450977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1450986.625000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1450987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1450992.750000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1450993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1450996.000000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1450996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1451005.000000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1451005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1451014.750000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1451015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1451024.000000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1451024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1451037.000000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1451037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1451040.000000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -1451040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1451045.875000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -1451046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1451048.375000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -1451048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1451050.875000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -1451051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1451057.625000 Penalty: 4508.461914
	Iteration 43Q: 3 clusters Score -1451058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1451055.375000 Penalty: 4508.461914
	Iteration 44Q: 3 clusters Score -1451055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1451054.875000 Penalty: 4508.461914
	Iteration 45Q: 3 clusters Score -1451055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1451058.750000 Penalty: 4508.461914
	Iteration 46Q: 3 clusters Score -1451059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1451054.000000 Penalty: 4508.461914
	Iteration 47Q: 3 clusters Score -1451054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1451056.250000 Penalty: 4508.461914
	Iteration 48Q: 3 clusters Score -1451056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1451059.500000 Penalty: 4508.461914
	Iteration 49Q: 3 clusters Score -1451060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1451058.500000 Penalty: 4508.461914
	Iteration 50Q: 3 clusters Score -1451058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1451062.750000 Penalty: 4508.461914
	Iteration 51Q: 3 clusters Score -1451063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1451068.500000 Penalty: 4508.461914
	Iteration 52Q: 3 clusters Score -1451068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1451066.750000 Penalty: 4508.461914
	Iteration 53Q: 3 clusters Score -1451067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1451070.000000 Penalty: 4508.461914
	Iteration 54Q: 3 clusters Score -1451070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1451068.875000 Penalty: 4508.461914
	Iteration 55Q: 3 clusters Score -1451069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1451071.500000 Penalty: 4508.461914
	Iteration 56Q: 3 clusters Score -1451072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1451076.000000 Penalty: 4508.461914
	Iteration 57Q: 3 clusters Score -1451076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1451074.500000 Penalty: 4508.461914
	Iteration 58Q: 3 clusters Score -1451074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1451086.250000 Penalty: 4508.461914
	Iteration 59Q: 3 clusters Score -1451086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1451098.625000 Penalty: 4508.461914
	Iteration 60F: 3 clusters Score -1451099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1451100.875000 Penalty: 4508.461914
	Iteration 61Q: 3 clusters Score -1451101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1451106.125000 Penalty: 4508.461914
	Iteration 62Q: 3 clusters Score -1451106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1451111.625000 Penalty: 4508.461914
	Iteration 63Q: 3 clusters Score -1451112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1451115.625000 Penalty: 4508.461914
	Iteration 64Q: 3 clusters Score -1451116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1451123.750000 Penalty: 4508.461914
	Iteration 65Q: 3 clusters Score -1451124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1451129.875000 Penalty: 4508.461914
	Iteration 66Q: 3 clusters Score -1451130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1451141.750000 Penalty: 4508.461914
	Iteration 67Q: 3 clusters Score -1451142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1451144.625000 Penalty: 4508.461914
	Iteration 68Q: 3 clusters Score -1451145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1451148.500000 Penalty: 4508.461914
	Iteration 69Q: 3 clusters Score -1451148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1451149.250000 Penalty: 4508.461914
	Iteration 70Q: 3 clusters Score -1451149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1451154.125000 Penalty: 4508.461914
	Iteration 71Q: 3 clusters Score -1451154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1451161.625000 Penalty: 4508.461914
	Iteration 72Q: 3 clusters Score -1451162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1451166.000000 Penalty: 4508.461914
	Iteration 73Q: 3 clusters Score -1451166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1451175.500000 Penalty: 4508.461914
	Iteration 74Q: 3 clusters Score -1451176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1451181.875000 Penalty: 4508.461914
	Iteration 75Q: 3 clusters Score -1451182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1451188.375000 Penalty: 4508.461914
	Iteration 76Q: 3 clusters Score -1451188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1451198.750000 Penalty: 4508.461914
	Iteration 77Q: 3 clusters Score -1451199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1451205.000000 Penalty: 4508.461914
	Iteration 78Q: 3 clusters Score -1451205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1451222.375000 Penalty: 4508.461914
	Iteration 79Q: 3 clusters Score -1451222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1451235.000000 Penalty: 4508.461914
	Iteration 80F: 3 clusters Score -1451235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1451253.875000 Penalty: 4508.461914
	Iteration 81Q: 3 clusters Score -1451254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1451276.625000 Penalty: 4508.461914
	Iteration 82Q: 3 clusters Score -1451277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1451302.875000 Penalty: 4508.461914
	Iteration 83Q: 3 clusters Score -1451303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1451336.250000 Penalty: 4508.461914
	Iteration 84Q: 3 clusters Score -1451336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1451363.625000 Penalty: 4508.461914
	Iteration 85Q: 3 clusters Score -1451364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1451381.125000 Penalty: 4508.461914
	Iteration 86Q: 3 clusters Score -1451381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1451400.250000 Penalty: 4508.461914
	Iteration 87Q: 3 clusters Score -1451400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1451418.500000 Penalty: 4508.461914
	Iteration 88Q: 3 clusters Score -1451418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1451426.750000 Penalty: 4508.461914
	Iteration 89Q: 3 clusters Score -1451427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1451441.875000 Penalty: 4508.461914
	Iteration 90Q: 3 clusters Score -1451442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1451447.875000 Penalty: 4508.461914
	Iteration 91Q: 3 clusters Score -1451448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1451457.375000 Penalty: 4508.461914
	Iteration 92Q: 3 clusters Score -1451457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1451466.750000 Penalty: 4508.461914
	Iteration 93Q: 3 clusters Score -1451467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1451475.125000 Penalty: 4508.461914
	Iteration 94Q: 3 clusters Score -1451475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1451486.375000 Penalty: 4508.461914
	Iteration 95Q: 3 clusters Score -1451486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1451496.625000 Penalty: 4508.461914
	Iteration 96Q: 3 clusters Score -1451497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1451509.625000 Penalty: 4508.461914
	Iteration 97Q: 3 clusters Score -1451510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1451517.625000 Penalty: 4508.461914
	Iteration 98Q: 3 clusters Score -1451518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1451523.250000 Penalty: 4508.461914
	Iteration 99Q: 3 clusters Score -1451523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1451528.000000 Penalty: 4508.461914
	Iteration 100F: 3 clusters Score -1451528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1451530.750000 Penalty: 4508.461914
	Iteration 101Q: 3 clusters Score -1451531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1451532.625000 Penalty: 4508.461914
	Iteration 102Q: 3 clusters Score -1451533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1451534.125000 Penalty: 4508.461914
	Iteration 103Q: 3 clusters Score -1451534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1451535.750000 Penalty: 4508.461914
	Iteration 104Q: 3 clusters Score -1451536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1451534.875000 Penalty: 4508.461914
	Iteration 105Q: 3 clusters Score -1451535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1451535.750000 Penalty: 4508.461914
	Iteration 106Q: 3 clusters Score -1451536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1451538.875000 Penalty: 4508.461914
	Iteration 107Q: 3 clusters Score -1451539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1451538.875000 Penalty: 4508.461914
	Iteration 108Q: 3 clusters Score -1451539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1451538.250000 Penalty: 4508.461914
	Iteration 109Q: 3 clusters Score -1451538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1451541.500000 Penalty: 4508.461914
	Iteration 110Q: 3 clusters Score -1451542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1451544.625000 Penalty: 4508.461914
	Iteration 111Q: 3 clusters Score -1451545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1451544.125000 Penalty: 4508.461914
	Iteration 112Q: 3 clusters Score -1451544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1451547.250000 Penalty: 4508.461914
	Iteration 113Q: 3 clusters Score -1451547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1451548.000000 Penalty: 4508.461914
	Iteration 114Q: 3 clusters Score -1451548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1451552.375000 Penalty: 4508.461914
	Iteration 115Q: 3 clusters Score -1451552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1451554.625000 Penalty: 4508.461914
	Iteration 116Q: 3 clusters Score -1451555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1451557.000000 Penalty: 4508.461914
	Iteration 117Q: 3 clusters Score -1451557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1451554.250000 Penalty: 4508.461914
	Iteration 118Q: 3 clusters Score -1451554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1451559.500000 Penalty: 4508.461914
	Iteration 119Q: 3 clusters Score -1451560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1451557.000000 Penalty: 4508.461914
	Iteration 120F: 3 clusters Score -1451557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1451556.500000 Penalty: 4508.461914
	Iteration 121Q: 3 clusters Score -1451556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1451558.500000 Penalty: 4508.461914
	Iteration 122Q: 3 clusters Score -1451558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1451557.500000 Penalty: 4508.461914
	Iteration 123Q: 3 clusters Score -1451558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1451558.625000 Penalty: 4508.461914
	Iteration 124Q: 3 clusters Score -1451559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1451557.250000 Penalty: 4508.461914
	Iteration 125Q: 3 clusters Score -1451557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1451559.875000 Penalty: 4508.461914
	Iteration 126Q: 3 clusters Score -1451560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1451558.625000 Penalty: 4508.461914
	Iteration 127Q: 3 clusters Score -1451559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1451559.375000 Penalty: 4508.461914
	Iteration 128Q: 3 clusters Score -1451559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1451555.250000 Penalty: 4508.461914
	Iteration 129Q: 3 clusters Score -1451555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1451557.750000 Penalty: 4508.461914
	Iteration 130Q: 3 clusters Score -1451558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1451557.250000 Penalty: 4508.461914
	Iteration 131Q: 3 clusters Score -1451557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1451557.375000 Penalty: 4508.461914
	Iteration 132Q: 3 clusters Score -1451557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1451557.875000 Penalty: 4508.461914
	Iteration 133Q: 3 clusters Score -1451558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1451558.375000 Penalty: 4508.461914
	Iteration 134Q: 3 clusters Score -1451558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1451561.375000 Penalty: 4508.461914
	Iteration 135Q: 3 clusters Score -1451561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1451560.750000 Penalty: 4508.461914
	Iteration 136Q: 3 clusters Score -1451561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1451558.875000 Penalty: 4508.461914
	Iteration 137Q: 3 clusters Score -1451559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1451561.500000 Penalty: 4508.461914
	Iteration 138Q: 3 clusters Score -1451562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1451561.500000 Penalty: 4508.461914
	Iteration 139F: 3 clusters Score -1451562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 5829 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Mstep: Class 71 contains 40016 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 2907 members 
Mstep: Class 74 contains 6910 members 
Mstep: Class 75 contains 1673 members 
Mstep: Class 76 contains 3034 members 
Entering Unmasked Estep 
Score: -134487216.000000 Penalty: 262415.750000
Splitting cluster 58 changes total score from -134487584.000000 to -134487216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (13112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Entering Unmasked Estep 
Score: -1625979.750000 Penalty: 2351.358154
	Iteration 0F: 2 clusters Score -1625980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1616430.250000 Penalty: 4702.716309
	Iteration 0F: 3 clusters Score -1616430 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1619409.125000 Penalty: 4702.716309
	Iteration 1F: 3 clusters Score -1619409 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1619860.000000 Penalty: 4702.716309
	Iteration 2F: 3 clusters Score -1619860 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1620255.000000 Penalty: 4702.716309
	Iteration 3F: 3 clusters Score -1620255 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1620688.000000 Penalty: 4702.716309
	Iteration 4F: 3 clusters Score -1620688 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1621096.375000 Penalty: 4702.716309
	Iteration 5F: 3 clusters Score -1621096 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1621497.875000 Penalty: 4702.716309
	Iteration 6Q: 3 clusters Score -1621498 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1621900.125000 Penalty: 4702.716309
	Iteration 7Q: 3 clusters Score -1621900 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1622227.750000 Penalty: 4702.716309
	Iteration 8Q: 3 clusters Score -1622228 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1622522.375000 Penalty: 4702.716309
	Iteration 9Q: 3 clusters Score -1622522 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1622746.500000 Penalty: 4702.716309
	Iteration 10Q: 3 clusters Score -1622746 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1622941.750000 Penalty: 4702.716309
	Iteration 11Q: 3 clusters Score -1622942 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1623104.375000 Penalty: 4702.716309
	Iteration 12Q: 3 clusters Score -1623104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1623249.875000 Penalty: 4702.716309
	Iteration 13Q: 3 clusters Score -1623250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1623374.375000 Penalty: 4702.716309
	Iteration 14Q: 3 clusters Score -1623374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1623472.500000 Penalty: 4702.716309
	Iteration 15Q: 3 clusters Score -1623472 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1623545.875000 Penalty: 4702.716309
	Iteration 16Q: 3 clusters Score -1623546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1623614.500000 Penalty: 4702.716309
	Iteration 17Q: 3 clusters Score -1623614 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1623682.750000 Penalty: 4702.716309
	Iteration 18Q: 3 clusters Score -1623683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1623731.375000 Penalty: 4702.716309
	Iteration 19Q: 3 clusters Score -1623731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1623762.625000 Penalty: 4702.716309
	Iteration 20F: 3 clusters Score -1623763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1623785.750000 Penalty: 4702.716309
	Iteration 21Q: 3 clusters Score -1623786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1623800.875000 Penalty: 4702.716309
	Iteration 22Q: 3 clusters Score -1623801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1623808.375000 Penalty: 4702.716309
	Iteration 23Q: 3 clusters Score -1623808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1623813.250000 Penalty: 4702.716309
	Iteration 24Q: 3 clusters Score -1623813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1623822.875000 Penalty: 4702.716309
	Iteration 25Q: 3 clusters Score -1623823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1623825.500000 Penalty: 4702.716309
	Iteration 26Q: 3 clusters Score -1623826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1623824.875000 Penalty: 4702.716309
	Iteration 27Q: 3 clusters Score -1623825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1623825.750000 Penalty: 4702.716309
	Iteration 28Q: 3 clusters Score -1623826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1623832.500000 Penalty: 4702.716309
	Iteration 29Q: 3 clusters Score -1623832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1623837.375000 Penalty: 4702.716309
	Iteration 30Q: 3 clusters Score -1623837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1623846.875000 Penalty: 4702.716309
	Iteration 31Q: 3 clusters Score -1623847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1623848.375000 Penalty: 4702.716309
	Iteration 32Q: 3 clusters Score -1623848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1623853.750000 Penalty: 4702.716309
	Iteration 33Q: 3 clusters Score -1623854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1623863.000000 Penalty: 4702.716309
	Iteration 34Q: 3 clusters Score -1623863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1623869.625000 Penalty: 4702.716309
	Iteration 35Q: 3 clusters Score -1623870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1623872.750000 Penalty: 4702.716309
	Iteration 36Q: 3 clusters Score -1623873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1623884.500000 Penalty: 4702.716309
	Iteration 37Q: 3 clusters Score -1623884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1623887.250000 Penalty: 4702.716309
	Iteration 38Q: 3 clusters Score -1623887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1623895.625000 Penalty: 4702.716309
	Iteration 39Q: 3 clusters Score -1623896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1623898.375000 Penalty: 4702.716309
	Iteration 40F: 3 clusters Score -1623898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1623899.125000 Penalty: 4702.716309
	Iteration 41Q: 3 clusters Score -1623899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1623904.375000 Penalty: 4702.716309
	Iteration 42Q: 3 clusters Score -1623904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1623904.375000 Penalty: 4702.716309
	Iteration 43F: 3 clusters Score -1623904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -176057.281250 Penalty: 1812.352417
	Iteration 0F: 2 clusters Score -176057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173776.109375 Penalty: 3624.704834
	Iteration 0F: 3 clusters Score -173776.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -174134.453125 Penalty: 3624.704834
	Iteration 1F: 3 clusters Score -174134.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -174243.859375 Penalty: 3624.704834
	Iteration 2F: 3 clusters Score -174243.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174296.968750 Penalty: 3624.704834
	Iteration 3Q: 3 clusters Score -174297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -174339.078125 Penalty: 3624.704834
	Iteration 4Q: 3 clusters Score -174339.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174377.062500 Penalty: 3624.704834
	Iteration 5Q: 3 clusters Score -174377.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -174400.562500 Penalty: 3624.704834
	Iteration 6Q: 3 clusters Score -174400.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174428.046875 Penalty: 3624.704834
	Iteration 7Q: 3 clusters Score -174428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174458.296875 Penalty: 3624.704834
	Iteration 8Q: 3 clusters Score -174458.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174505.500000 Penalty: 3624.704834
	Iteration 9Q: 3 clusters Score -174505.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -174552.109375 Penalty: 3624.704834
	Iteration 10Q: 3 clusters Score -174552.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174603.062500 Penalty: 3624.704834
	Iteration 11Q: 3 clusters Score -174603.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174660.109375 Penalty: 3624.704834
	Iteration 12Q: 3 clusters Score -174660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174706.750000 Penalty: 3624.704834
	Iteration 13Q: 3 clusters Score -174706.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174748.093750 Penalty: 3624.704834
	Iteration 14Q: 3 clusters Score -174748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -174785.203125 Penalty: 3624.704834
	Iteration 15Q: 3 clusters Score -174785.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -174833.546875 Penalty: 3624.704834
	Iteration 16Q: 3 clusters Score -174833.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174879.671875 Penalty: 3624.704834
	Iteration 17Q: 3 clusters Score -174879.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174898.812500 Penalty: 3624.704834
	Iteration 18Q: 3 clusters Score -174898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174917.000000 Penalty: 3624.704834
	Iteration 19Q: 3 clusters Score -174917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174937.031250 Penalty: 3624.704834
	Iteration 20F: 3 clusters Score -174937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174959.250000 Penalty: 3624.704834
	Iteration 21Q: 3 clusters Score -174959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -174976.718750 Penalty: 3624.704834
	Iteration 22Q: 3 clusters Score -174976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -174985.750000 Penalty: 3624.704834
	Iteration 23Q: 3 clusters Score -174985.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174998.312500 Penalty: 3624.704834
	Iteration 24Q: 3 clusters Score -174998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175006.656250 Penalty: 3624.704834
	Iteration 25Q: 3 clusters Score -175006.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175009.671875 Penalty: 3624.704834
	Iteration 26Q: 3 clusters Score -175009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175010.796875 Penalty: 3624.704834
	Iteration 27Q: 3 clusters Score -175010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175012.296875 Penalty: 3624.704834
	Iteration 28Q: 3 clusters Score -175012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175013.750000 Penalty: 3624.704834
	Iteration 29Q: 3 clusters Score -175013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175015.171875 Penalty: 3624.704834
	Iteration 30Q: 3 clusters Score -175015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175015.171875 Penalty: 3624.704834
	Iteration 31F: 3 clusters Score -175015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -298571.343750 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -298571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -295688.937500 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -295688.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -296218.906250 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -296218.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296381.406250 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -296381.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296467.625000 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -296467.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -296524.093750 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -296524.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296552.343750 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -296552.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -296574.937500 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -296574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -296589.500000 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -296589.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -296596.781250 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -296596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296603.750000 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -296603.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296613.062500 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -296613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -296615.125000 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -296615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -296618.562500 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -296618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -296618.562500 Penalty: 3861.098877
	Iteration 13F: 3 clusters Score -296618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -1499457.875000 Penalty: 2328.386230
	Iteration 0F: 2 clusters Score -1499458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1490547.500000 Penalty: 4656.772461
	Iteration 0F: 3 clusters Score -1490548 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1493148.125000 Penalty: 4656.772461
	Iteration 1F: 3 clusters Score -1493148 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1493443.000000 Penalty: 4656.772461
	Iteration 2F: 3 clusters Score -1493443 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1493691.125000 Penalty: 4656.772461
	Iteration 3Q: 3 clusters Score -1493691 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1493876.250000 Penalty: 4656.772461
	Iteration 4Q: 3 clusters Score -1493876 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1494025.000000 Penalty: 4656.772461
	Iteration 5Q: 3 clusters Score -1494025 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1494152.500000 Penalty: 4656.772461
	Iteration 6Q: 3 clusters Score -1494152 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1494260.500000 Penalty: 4656.772461
	Iteration 7Q: 3 clusters Score -1494260 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1494367.000000 Penalty: 4656.772461
	Iteration 8Q: 3 clusters Score -1494367 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1494466.125000 Penalty: 4656.772461
	Iteration 9Q: 3 clusters Score -1494466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1494559.750000 Penalty: 4656.772461
	Iteration 10Q: 3 clusters Score -1494560 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1494647.125000 Penalty: 4656.772461
	Iteration 11Q: 3 clusters Score -1494647 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1494720.625000 Penalty: 4656.772461
	Iteration 12Q: 3 clusters Score -1494721 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1494792.250000 Penalty: 4656.772461
	Iteration 13Q: 3 clusters Score -1494792 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1494859.250000 Penalty: 4656.772461
	Iteration 14Q: 3 clusters Score -1494859 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1494942.500000 Penalty: 4656.772461
	Iteration 15Q: 3 clusters Score -1494942 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1495028.750000 Penalty: 4656.772461
	Iteration 16Q: 3 clusters Score -1495029 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1495128.500000 Penalty: 4656.772461
	Iteration 17Q: 3 clusters Score -1495128 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1495234.875000 Penalty: 4656.772461
	Iteration 18Q: 3 clusters Score -1495235 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1495360.375000 Penalty: 4656.772461
	Iteration 19Q: 3 clusters Score -1495360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1495498.750000 Penalty: 4656.772461
	Iteration 20F: 3 clusters Score -1495499 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1495643.500000 Penalty: 4656.772461
	Iteration 21Q: 3 clusters Score -1495644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1495792.625000 Penalty: 4656.772461
	Iteration 22Q: 3 clusters Score -1495793 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1495961.000000 Penalty: 4656.772461
	Iteration 23Q: 3 clusters Score -1495961 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1496144.250000 Penalty: 4656.772461
	Iteration 24Q: 3 clusters Score -1496144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1496316.750000 Penalty: 4656.772461
	Iteration 25Q: 3 clusters Score -1496317 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1496487.625000 Penalty: 4656.772461
	Iteration 26Q: 3 clusters Score -1496488 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1496659.250000 Penalty: 4656.772461
	Iteration 27Q: 3 clusters Score -1496659 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1496820.375000 Penalty: 4656.772461
	Iteration 28Q: 3 clusters Score -1496820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1496980.375000 Penalty: 4656.772461
	Iteration 29Q: 3 clusters Score -1496980 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1497124.000000 Penalty: 4656.772461
	Iteration 30Q: 3 clusters Score -1497124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1497243.125000 Penalty: 4656.772461
	Iteration 31Q: 3 clusters Score -1497243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1497355.000000 Penalty: 4656.772461
	Iteration 32Q: 3 clusters Score -1497355 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1497456.750000 Penalty: 4656.772461
	Iteration 33Q: 3 clusters Score -1497457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1497586.000000 Penalty: 4656.772461
	Iteration 34Q: 3 clusters Score -1497586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1497732.375000 Penalty: 4656.772461
	Iteration 35Q: 3 clusters Score -1497732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1497826.500000 Penalty: 4656.772461
	Iteration 36Q: 3 clusters Score -1497826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1497875.125000 Penalty: 4656.772461
	Iteration 37Q: 3 clusters Score -1497875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1497904.125000 Penalty: 4656.772461
	Iteration 38Q: 3 clusters Score -1497904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1497920.375000 Penalty: 4656.772461
	Iteration 39Q: 3 clusters Score -1497920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1497925.625000 Penalty: 4656.772461
	Iteration 40F: 3 clusters Score -1497926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1497939.500000 Penalty: 4656.772461
	Iteration 41Q: 3 clusters Score -1497940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1497955.000000 Penalty: 4656.772461
	Iteration 42Q: 3 clusters Score -1497955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1497965.125000 Penalty: 4656.772461
	Iteration 43Q: 3 clusters Score -1497965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1497968.625000 Penalty: 4656.772461
	Iteration 44Q: 3 clusters Score -1497969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1497973.250000 Penalty: 4656.772461
	Iteration 45Q: 3 clusters Score -1497973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1497975.625000 Penalty: 4656.772461
	Iteration 46Q: 3 clusters Score -1497976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1497982.250000 Penalty: 4656.772461
	Iteration 47Q: 3 clusters Score -1497982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1497982.750000 Penalty: 4656.772461
	Iteration 48Q: 3 clusters Score -1497983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1497983.750000 Penalty: 4656.772461
	Iteration 49Q: 3 clusters Score -1497984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1497983.875000 Penalty: 4656.772461
	Iteration 50Q: 3 clusters Score -1497984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1497985.000000 Penalty: 4656.772461
	Iteration 51Q: 3 clusters Score -1497985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1497985.000000 Penalty: 4656.772461
	Iteration 52Q: 3 clusters Score -1497985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1497984.500000 Penalty: 4656.772461
	Iteration 53Q: 3 clusters Score -1497984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1497987.250000 Penalty: 4656.772461
	Iteration 54Q: 3 clusters Score -1497987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1497992.000000 Penalty: 4656.772461
	Iteration 55Q: 3 clusters Score -1497992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1497994.500000 Penalty: 4656.772461
	Iteration 56Q: 3 clusters Score -1497994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1497996.375000 Penalty: 4656.772461
	Iteration 57Q: 3 clusters Score -1497996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1498002.750000 Penalty: 4656.772461
	Iteration 58Q: 3 clusters Score -1498003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1498002.750000 Penalty: 4656.772461
	Iteration 59Q: 3 clusters Score -1498003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1498006.250000 Penalty: 4656.772461
	Iteration 60F: 3 clusters Score -1498006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1498013.875000 Penalty: 4656.772461
	Iteration 61Q: 3 clusters Score -1498014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1498018.000000 Penalty: 4656.772461
	Iteration 62Q: 3 clusters Score -1498018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1498020.500000 Penalty: 4656.772461
	Iteration 63Q: 3 clusters Score -1498020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1498027.500000 Penalty: 4656.772461
	Iteration 64Q: 3 clusters Score -1498028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1498030.875000 Penalty: 4656.772461
	Iteration 65Q: 3 clusters Score -1498031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1498034.875000 Penalty: 4656.772461
	Iteration 66Q: 3 clusters Score -1498035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1498038.500000 Penalty: 4656.772461
	Iteration 67Q: 3 clusters Score -1498038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1498041.500000 Penalty: 4656.772461
	Iteration 68Q: 3 clusters Score -1498042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1498045.500000 Penalty: 4656.772461
	Iteration 69Q: 3 clusters Score -1498046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1498047.625000 Penalty: 4656.772461
	Iteration 70Q: 3 clusters Score -1498048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1498051.250000 Penalty: 4656.772461
	Iteration 71Q: 3 clusters Score -1498051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1498054.250000 Penalty: 4656.772461
	Iteration 72Q: 3 clusters Score -1498054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1498059.875000 Penalty: 4656.772461
	Iteration 73Q: 3 clusters Score -1498060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1498061.000000 Penalty: 4656.772461
	Iteration 74Q: 3 clusters Score -1498061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1498064.750000 Penalty: 4656.772461
	Iteration 75Q: 3 clusters Score -1498065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1498065.000000 Penalty: 4656.772461
	Iteration 76Q: 3 clusters Score -1498065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1498068.625000 Penalty: 4656.772461
	Iteration 77Q: 3 clusters Score -1498069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1498070.000000 Penalty: 4656.772461
	Iteration 78Q: 3 clusters Score -1498070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1498071.750000 Penalty: 4656.772461
	Iteration 79Q: 3 clusters Score -1498072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1498071.625000 Penalty: 4656.772461
	Iteration 80F: 3 clusters Score -1498072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -36125.136719 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -36125.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34795.511719 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -34795.51 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35163.464844 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -35163.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35288.203125 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -35288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35388.925781 Penalty: 3121.535889
	Iteration 3F: 3 clusters Score -35388.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35478.035156 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -35478.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35500.687500 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -35500.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35508.933594 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -35508.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35521.839844 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -35521.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35535.734375 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -35535.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35544.953125 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -35544.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35550.546875 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -35550.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35557.054688 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -35557.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35560.449219 Penalty: 3121.535889
	Iteration 12F: 3 clusters Score -35560.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35584.945312 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -35584.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35599.851562 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -35599.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35633.003906 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -35633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35733.472656 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -35733.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35814.054688 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -35814.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35846.093750 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -35846.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35876.019531 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -35876.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35878.476562 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -35878.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35879.328125 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -35879.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35879.328125 Penalty: 3121.535889
	Iteration 22F: 3 clusters Score -35879.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -291268.156250 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -291268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288409.343750 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -288409.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289001.031250 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -289001 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289175.750000 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -289175.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -289332.937500 Penalty: 3864.185303
	Iteration 3F: 3 clusters Score -289332.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289538.156250 Penalty: 3864.185303
	Iteration 4Q: 3 clusters Score -289538.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289731.718750 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -289731.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289869.343750 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -289869.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289976.531250 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -289976.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -290060.468750 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -290060.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290123.343750 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -290123.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290176.781250 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -290176.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -290235.531250 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -290235.5 nChanged 42
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: -290275.437500 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -290275.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -290301.843750 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -290301.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -290325.843750 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -290325.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290351.531250 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -290351.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -290376.656250 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -290376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290389.031250 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -290389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -290396.281250 Penalty: 3864.185303
	Iteration 18Q: 3 clusters Score -290396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -290405.156250 Penalty: 3864.185303
	Iteration 19Q: 3 clusters Score -290405.2 nChanged 12
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: -290413.156250 Penalty: 3864.185303
	Iteration 20F: 3 clusters Score -290413.2 nChanged 10
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: -290420.812500 Penalty: 3864.185303
	Iteration 21Q: 3 clusters Score -290420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -290424.843750 Penalty: 3864.185303
	Iteration 22Q: 3 clusters Score -290424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290431.312500 Penalty: 3864.185303
	Iteration 23Q: 3 clusters Score -290431.3 nChanged 4
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: -290434.093750 Penalty: 3864.185303
	Iteration 24Q: 3 clusters Score -290434.1 nChanged 3
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: -290435.906250 Penalty: 3864.185303
	Iteration 25Q: 3 clusters Score -290435.9 nChanged 5
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: -290438.281250 Penalty: 3864.185303
	Iteration 26Q: 3 clusters Score -290438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -290441.250000 Penalty: 3864.185303
	Iteration 27Q: 3 clusters Score -290441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -290444.937500 Penalty: 3864.185303
	Iteration 28Q: 3 clusters Score -290444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -290448.375000 Penalty: 3864.185303
	Iteration 29Q: 3 clusters Score -290448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -290453.593750 Penalty: 3864.185303
	Iteration 30Q: 3 clusters Score -290453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -290460.218750 Penalty: 3864.185303
	Iteration 31Q: 3 clusters Score -290460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -290463.468750 Penalty: 3864.185303
	Iteration 32Q: 3 clusters Score -290463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -290470.187500 Penalty: 3864.185303
	Iteration 33Q: 3 clusters Score -290470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -290472.343750 Penalty: 3864.185303
	Iteration 34Q: 3 clusters Score -290472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -290474.656250 Penalty: 3864.185303
	Iteration 35Q: 3 clusters Score -290474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -290474.656250 Penalty: 3864.185303
	Iteration 36F: 3 clusters Score -290474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Entering Unmasked Estep 
Score: -1669615.000000 Penalty: 2361.403320
	Iteration 0F: 2 clusters Score -1669615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1659588.625000 Penalty: 4722.806641
	Iteration 0F: 3 clusters Score -1659589 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1662708.375000 Penalty: 4722.806641
	Iteration 1F: 3 clusters Score -1662708 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1663195.375000 Penalty: 4722.806641
	Iteration 2F: 3 clusters Score -1663195 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1663717.500000 Penalty: 4722.806641
	Iteration 3F: 3 clusters Score -1663718 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1664299.250000 Penalty: 4722.806641
	Iteration 4F: 3 clusters Score -1664299 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1664937.375000 Penalty: 4722.806641
	Iteration 5F: 3 clusters Score -1664937 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1665513.125000 Penalty: 4722.806641
	Iteration 6F: 3 clusters Score -1665513 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1665977.000000 Penalty: 4722.806641
	Iteration 7F: 3 clusters Score -1665977 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1666425.625000 Penalty: 4722.806641
	Iteration 8Q: 3 clusters Score -1666426 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1666874.000000 Penalty: 4722.806641
	Iteration 9Q: 3 clusters Score -1666874 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1667271.375000 Penalty: 4722.806641
	Iteration 10Q: 3 clusters Score -1667271 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1667618.750000 Penalty: 4722.806641
	Iteration 11Q: 3 clusters Score -1667619 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1667896.750000 Penalty: 4722.806641
	Iteration 12Q: 3 clusters Score -1667897 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1668109.875000 Penalty: 4722.806641
	Iteration 13Q: 3 clusters Score -1668110 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1668292.500000 Penalty: 4722.806641
	Iteration 14Q: 3 clusters Score -1668292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1668434.250000 Penalty: 4722.806641
	Iteration 15Q: 3 clusters Score -1668434 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1668540.125000 Penalty: 4722.806641
	Iteration 16Q: 3 clusters Score -1668540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1668601.125000 Penalty: 4722.806641
	Iteration 17Q: 3 clusters Score -1668601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1668650.125000 Penalty: 4722.806641
	Iteration 18Q: 3 clusters Score -1668650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1668678.000000 Penalty: 4722.806641
	Iteration 19Q: 3 clusters Score -1668678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1668688.625000 Penalty: 4722.806641
	Iteration 20F: 3 clusters Score -1668689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1668697.625000 Penalty: 4722.806641
	Iteration 21Q: 3 clusters Score -1668698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1668711.625000 Penalty: 4722.806641
	Iteration 22Q: 3 clusters Score -1668712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1668714.000000 Penalty: 4722.806641
	Iteration 23Q: 3 clusters Score -1668714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1668733.125000 Penalty: 4722.806641
	Iteration 24Q: 3 clusters Score -1668733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1668735.875000 Penalty: 4722.806641
	Iteration 25Q: 3 clusters Score -1668736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1668743.000000 Penalty: 4722.806641
	Iteration 26Q: 3 clusters Score -1668743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1668744.125000 Penalty: 4722.806641
	Iteration 27Q: 3 clusters Score -1668744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1668750.750000 Penalty: 4722.806641
	Iteration 28Q: 3 clusters Score -1668751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1668755.750000 Penalty: 4722.806641
	Iteration 29Q: 3 clusters Score -1668756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1668758.375000 Penalty: 4722.806641
	Iteration 30Q: 3 clusters Score -1668758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1668759.125000 Penalty: 4722.806641
	Iteration 31Q: 3 clusters Score -1668759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1668764.250000 Penalty: 4722.806641
	Iteration 32Q: 3 clusters Score -1668764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1668764.000000 Penalty: 4722.806641
	Iteration 33Q: 3 clusters Score -1668764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1668762.375000 Penalty: 4722.806641
	Iteration 34Q: 3 clusters Score -1668762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1668766.500000 Penalty: 4722.806641
	Iteration 35Q: 3 clusters Score -1668766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1668766.750000 Penalty: 4722.806641
	Iteration 36Q: 3 clusters Score -1668767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1668767.000000 Penalty: 4722.806641
	Iteration 37Q: 3 clusters Score -1668767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1668766.875000 Penalty: 4722.806641
	Iteration 38Q: 3 clusters Score -1668767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1668767.750000 Penalty: 4722.806641
	Iteration 39Q: 3 clusters Score -1668768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1668769.750000 Penalty: 4722.806641
	Iteration 40F: 3 clusters Score -1668770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -66461.835938 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -66461.84 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 207 members 
Entering Unmasked Estep 
Score: -65014.105469 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -65014.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65307.007812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -65307.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65484.871094 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -65484.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65657.960938 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -65657.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65734.507812 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -65734.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65798.835938 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -65798.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65824.789062 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -65824.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65860.695312 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -65860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65914.234375 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -65914.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66080.453125 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -66080.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66103.937500 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -66103.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66149.164062 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -66149.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66226.687500 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -66226.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66299.867188 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -66299.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66328.921875 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -66328.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66399.203125 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -66399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66410.414062 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -66410.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66415.242188 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -66415.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66421.781250 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -66421.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66424.992188 Penalty: 3001.836182
	Iteration 19Q: 3 clusters Score -66424.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66425.476562 Penalty: 3001.836182
	Iteration 20F: 3 clusters Score -66425.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66428.812500 Penalty: 3001.836182
	Iteration 21Q: 3 clusters Score -66428.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66428.812500 Penalty: 3001.836182
	Iteration 22F: 3 clusters Score -66428.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -50932.902344 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -50932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49674.199219 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -49674.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49998.476562 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -49998.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50066.437500 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50066.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50109.195312 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -50109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50166.734375 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -50166.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50180.175781 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -50180.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50189.660156 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -50189.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50192.777344 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -50192.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50193.445312 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -50193.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50197.601562 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -50197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50201.300781 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -50201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50203.472656 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -50203.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50208.808594 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -50208.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50210.917969 Penalty: 2994.783936
	Iteration 13Q: 3 clusters Score -50210.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50241.078125 Penalty: 2994.783936
	Iteration 14Q: 3 clusters Score -50241.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50242.554688 Penalty: 2994.783936
	Iteration 15Q: 3 clusters Score -50242.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50243.625000 Penalty: 2994.783936
	Iteration 16Q: 3 clusters Score -50243.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50244.824219 Penalty: 2994.783936
	Iteration 17Q: 3 clusters Score -50244.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50245.460938 Penalty: 2994.783936
	Iteration 18Q: 3 clusters Score -50245.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50245.460938 Penalty: 2994.783936
	Iteration 19F: 3 clusters Score -50245.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -385374.281250 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -385374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -382574.781250 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -382574.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -383195.250000 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -383195.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383441.125000 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -383441.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -383689.375000 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -383689.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -383917.937500 Penalty: 3852.352783
	Iteration 4F: 3 clusters Score -383917.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -384037.750000 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -384037.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -384151.968750 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -384152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -384265.125000 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -384265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -384372.687500 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -384372.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -384446.593750 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -384446.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -384509.843750 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -384509.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -384577.562500 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -384577.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -384635.000000 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -384635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384711.062500 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -384711.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -384766.406250 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -384766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -384798.875000 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -384798.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -384818.281250 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -384818.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -384841.906250 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -384841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -384852.625000 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -384852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -384866.593750 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -384866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -384877.625000 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -384877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -384889.531250 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -384889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -384898.875000 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -384898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -384905.875000 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -384905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -384916.281250 Penalty: 3852.352783
	Iteration 24Q: 3 clusters Score -384916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -384923.781250 Penalty: 3852.352783
	Iteration 25Q: 3 clusters Score -384923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -384933.218750 Penalty: 3852.352783
	Iteration 26Q: 3 clusters Score -384933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -384943.187500 Penalty: 3852.352783
	Iteration 27Q: 3 clusters Score -384943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384957.312500 Penalty: 3852.352783
	Iteration 28Q: 3 clusters Score -384957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -384967.031250 Penalty: 3852.352783
	Iteration 29Q: 3 clusters Score -384967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -384974.843750 Penalty: 3852.352783
	Iteration 30Q: 3 clusters Score -384974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -384982.281250 Penalty: 3852.352783
	Iteration 31Q: 3 clusters Score -384982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -384993.875000 Penalty: 3852.352783
	Iteration 32Q: 3 clusters Score -384993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -385005.687500 Penalty: 3852.352783
	Iteration 33Q: 3 clusters Score -385005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -385012.500000 Penalty: 3852.352783
	Iteration 34Q: 3 clusters Score -385012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -385018.312500 Penalty: 3852.352783
	Iteration 35Q: 3 clusters Score -385018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -385018.312500 Penalty: 3852.352783
	Iteration 36F: 3 clusters Score -385018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -262759.375000 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -262759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260425.937500 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -260425.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260968.203125 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -260968.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -261179.843750 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -261179.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -261307.328125 Penalty: 3672.220459
	Iteration 3F: 3 clusters Score -261307.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -261376.843750 Penalty: 3672.220459
	Iteration 4Q: 3 clusters Score -261376.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -261450.296875 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -261450.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -261518.234375 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -261518.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261588.984375 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -261589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261667.890625 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -261667.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261742.421875 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -261742.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261820.046875 Penalty: 3672.220459
	Iteration 10Q: 3 clusters Score -261820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -261904.000000 Penalty: 3672.220459
	Iteration 11Q: 3 clusters Score -261904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -261989.562500 Penalty: 3672.220459
	Iteration 12Q: 3 clusters Score -261989.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262074.656250 Penalty: 3672.220459
	Iteration 13Q: 3 clusters Score -262074.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -262197.937500 Penalty: 3672.220459
	Iteration 14Q: 3 clusters Score -262197.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -262316.937500 Penalty: 3672.220459
	Iteration 15Q: 3 clusters Score -262316.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -262421.812500 Penalty: 3672.220459
	Iteration 16Q: 3 clusters Score -262421.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -262469.656250 Penalty: 3672.220459
	Iteration 17Q: 3 clusters Score -262469.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -262514.406250 Penalty: 3672.220459
	Iteration 18Q: 3 clusters Score -262514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -262549.218750 Penalty: 3672.220459
	Iteration 19Q: 3 clusters Score -262549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -262564.156250 Penalty: 3672.220459
	Iteration 20F: 3 clusters Score -262564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -262573.968750 Penalty: 3672.220459
	Iteration 21Q: 3 clusters Score -262574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -262579.687500 Penalty: 3672.220459
	Iteration 22Q: 3 clusters Score -262579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -262581.343750 Penalty: 3672.220459
	Iteration 23Q: 3 clusters Score -262581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -262584.593750 Penalty: 3672.220459
	Iteration 24Q: 3 clusters Score -262584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262589.406250 Penalty: 3672.220459
	Iteration 25Q: 3 clusters Score -262589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -262590.906250 Penalty: 3672.220459
	Iteration 26Q: 3 clusters Score -262590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262591.281250 Penalty: 3672.220459
	Iteration 27Q: 3 clusters Score -262591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262591.281250 Penalty: 3672.220459
	Iteration 28F: 3 clusters Score -262591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1238882.250000 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -1238882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1231137.125000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -1231137 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1233502.875000 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -1233503 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1233944.500000 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -1233944 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1234334.125000 Penalty: 4572.772949
	Iteration 3F: 3 clusters Score -1234334 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1234672.625000 Penalty: 4572.772949
	Iteration 4F: 3 clusters Score -1234673 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1234935.875000 Penalty: 4572.772949
	Iteration 5Q: 3 clusters Score -1234936 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1235202.000000 Penalty: 4572.772949
	Iteration 6Q: 3 clusters Score -1235202 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1235482.875000 Penalty: 4572.772949
	Iteration 7Q: 3 clusters Score -1235483 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1235729.875000 Penalty: 4572.772949
	Iteration 8Q: 3 clusters Score -1235730 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1235940.250000 Penalty: 4572.772949
	Iteration 9Q: 3 clusters Score -1235940 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1236103.250000 Penalty: 4572.772949
	Iteration 10Q: 3 clusters Score -1236103 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1236239.250000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -1236239 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1236367.000000 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -1236367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1236473.750000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -1236474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1236547.750000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -1236548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1236612.375000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -1236612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1236665.500000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -1236666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1236716.500000 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -1236716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1236765.375000 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -1236765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1236816.125000 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -1236816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1236866.250000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -1236866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1236919.000000 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -1236919 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1236956.250000 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -1236956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1236992.125000 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -1236992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1237029.750000 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -1237030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1237064.625000 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -1237065 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1237113.250000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -1237113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1237158.125000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -1237158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1237201.875000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -1237202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1237233.750000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -1237234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1237252.875000 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -1237253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1237264.625000 Penalty: 4572.772949
	Iteration 31Q: 3 clusters Score -1237265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1237274.125000 Penalty: 4572.772949
	Iteration 32Q: 3 clusters Score -1237274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1237280.625000 Penalty: 4572.772949
	Iteration 33Q: 3 clusters Score -1237281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1237284.375000 Penalty: 4572.772949
	Iteration 34Q: 3 clusters Score -1237284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1237285.750000 Penalty: 4572.772949
	Iteration 35Q: 3 clusters Score -1237286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1237285.875000 Penalty: 4572.772949
	Iteration 36Q: 3 clusters Score -1237286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1237285.000000 Penalty: 4572.772949
	Iteration 37Q: 3 clusters Score -1237285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1237285.750000 Penalty: 4572.772949
	Iteration 38Q: 3 clusters Score -1237286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1237289.250000 Penalty: 4572.772949
	Iteration 39Q: 3 clusters Score -1237289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1237290.000000 Penalty: 4572.772949
	Iteration 40F: 3 clusters Score -1237290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1237291.250000 Penalty: 4572.772949
	Iteration 41Q: 3 clusters Score -1237291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1237290.875000 Penalty: 4572.772949
	Iteration 42Q: 3 clusters Score -1237291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1237289.875000 Penalty: 4572.772949
	Iteration 43Q: 3 clusters Score -1237290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1237290.125000 Penalty: 4572.772949
	Iteration 44Q: 3 clusters Score -1237290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1237293.125000 Penalty: 4572.772949
	Iteration 45Q: 3 clusters Score -1237293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1237294.625000 Penalty: 4572.772949
	Iteration 46Q: 3 clusters Score -1237295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1237292.750000 Penalty: 4572.772949
	Iteration 47Q: 3 clusters Score -1237293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1237293.875000 Penalty: 4572.772949
	Iteration 48Q: 3 clusters Score -1237294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1237290.500000 Penalty: 4572.772949
	Iteration 49Q: 3 clusters Score -1237290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1237298.125000 Penalty: 4572.772949
	Iteration 50Q: 3 clusters Score -1237298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1237299.875000 Penalty: 4572.772949
	Iteration 51Q: 3 clusters Score -1237300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1237299.125000 Penalty: 4572.772949
	Iteration 52Q: 3 clusters Score -1237299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1237299.875000 Penalty: 4572.772949
	Iteration 53Q: 3 clusters Score -1237300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1237300.875000 Penalty: 4572.772949
	Iteration 54Q: 3 clusters Score -1237301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1237299.625000 Penalty: 4572.772949
	Iteration 55Q: 3 clusters Score -1237300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1237302.125000 Penalty: 4572.772949
	Iteration 56Q: 3 clusters Score -1237302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1237301.750000 Penalty: 4572.772949
	Iteration 57Q: 3 clusters Score -1237302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1237301.750000 Penalty: 4572.772949
	Iteration 58F: 3 clusters Score -1237302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32499 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 134798 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34219 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 241173 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 9608 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70200 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 68712 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37211 members 
Mstep: Class 39 contains 4514 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 7011 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4138 members 
Mstep: Class 46 contains 8089 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5356 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2300 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2229 members 
Mstep: Class 53 contains 10411 members 
Mstep: Class 54 contains 26794 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7231 members 
Mstep: Class 58 contains 8863 members 
Mstep: Class 59 contains 13112 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11952 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2361 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490928.000000 Penalty: 258962.906250
Iteration 159Q: 76 clusters Score -1.344909e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 32500 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 134866 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 38058 members 
Mstep: Class 10 contains 34323 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 240969 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 27127 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 70116 members 
Mstep: Class 22 contains 14251 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 22954 members 
Mstep: Class 25 contains 47308 members 
Mstep: Class 26 contains 68798 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 6552 members 
Mstep: Class 33 contains 1774 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5920 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 37097 members 
Mstep: Class 39 contains 4498 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6976 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4130 members 
Mstep: Class 46 contains 8087 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5361 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2306 members 
Mstep: Class 51 contains 8845 members 
Mstep: Class 52 contains 2228 members 
Mstep: Class 53 contains 10426 members 
Mstep: Class 54 contains 26809 members 
Mstep: Class 55 contains 6036 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 7237 members 
Mstep: Class 58 contains 8842 members 
Mstep: Class 59 contains 13098 members 
Mstep: Class 60 contains 1492 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11954 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13662 members 
Mstep: Class 66 contains 431 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2359 members 
Mstep: Class 69 contains 1658 members 
Mstep: Class 70 contains 10092 members 
Mstep: Class 71 contains 39895 members 
Mstep: Class 72 contains 1990 members 
Mstep: Class 73 contains 2778 members 
Mstep: Class 74 contains 6842 members 
Mstep: Class 75 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493392.000000 Penalty: 258962.906250
Iteration 160F: 76 clusters Score -1.344934e+08 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32493 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 134674 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9981 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 10 contains 34325 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 240834 members 
Mstep: Class 14 contains 1220 members 
Mstep: Class 15 contains 10207 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 17 contains 27067 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 69815 members 
Mstep: Class 22 contains 14252 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 22928 members 
Mstep: Class 25 contains 47286 members 
Mstep: Class 26 contains 68823 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6554 members 
Mstep: Class 33 contains 1823 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 36984 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6958 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4117 members 
Mstep: Class 46 contains 8078 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2319 members 
Mstep: Class 51 contains 8843 members 
Mstep: Class 52 contains 2221 members 
Mstep: Class 53 contains 10420 members 
Mstep: Class 54 contains 26808 members 
Mstep: Class 55 contains 6033 members 
Mstep: Class 56 contains 3197 members 
Mstep: Class 57 contains 7241 members 
Mstep: Class 58 contains 8627 members 
Mstep: Class 59 contains 13059 members 
Mstep: Class 60 contains 1493 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13666 members 
Mstep: Class 66 contains 420 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2340 members 
Mstep: Class 69 contains 1643 members 
Mstep: Class 70 contains 10084 members 
Mstep: Class 71 contains 40444 members 
Mstep: Class 72 contains 2000 members 
Mstep: Class 73 contains 2855 members 
Mstep: Class 74 contains 6930 members 
Mstep: Class 75 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134494336.000000 Penalty: 258962.906250
Iteration 161Q: 76 clusters Score -1.344943e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32483 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 134539 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 38017 members 
Mstep: Class 10 contains 34362 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 240747 members 
Mstep: Class 14 contains 1218 members 
Mstep: Class 15 contains 10509 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 27015 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 69546 members 
Mstep: Class 22 contains 14246 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 22897 members 
Mstep: Class 25 contains 47264 members 
Mstep: Class 26 contains 68859 members 
Mstep: Class 27 contains 6958 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 1701 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 6556 members 
Mstep: Class 33 contains 1877 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5919 members 
Mstep: Class 37 contains 3504 members 
Mstep: Class 38 contains 36883 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6949 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 4104 members 
Mstep: Class 46 contains 8079 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5349 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2324 members 
Mstep: Class 51 contains 8843 members 
Mstep: Class 52 contains 2219 members 
Mstep: Class 53 contains 10420 members 
Mstep: Class 54 contains 26825 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3197 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 8472 members 
Mstep: Class 59 contains 13006 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11950 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2421 members 
Mstep: Class 65 contains 13677 members 
Mstep: Class 66 contains 423 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2327 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10082 members 
Mstep: Class 71 contains 40730 members 
Mstep: Class 72 contains 2010 members 
Mstep: Class 73 contains 2895 members 
Mstep: Class 74 contains 6984 members 
Mstep: Class 75 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134495584.000000 Penalty: 258962.906250
Iteration 162Q: 76 clusters Score -1.344956e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32474 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 134438 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 9995 members 
Mstep: Class 9 contains 38003 members 
Mstep: Class 10 contains 34416 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 240691 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 26971 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 69293 members 
Mstep: Class 22 contains 14248 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 47246 members 
Mstep: Class 26 contains 68862 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 6558 members 
Mstep: Class 33 contains 1927 members 
Mstep: Class 34 contains 1906 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3501 members 
Mstep: Class 38 contains 36783 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6940 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 4099 members 
Mstep: Class 46 contains 8075 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2324 members 
Mstep: Class 51 contains 8843 members 
Mstep: Class 52 contains 2217 members 
Mstep: Class 53 contains 10430 members 
Mstep: Class 54 contains 26841 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3199 members 
Mstep: Class 57 contains 7249 members 
Mstep: Class 58 contains 8359 members 
Mstep: Class 59 contains 12956 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11950 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2421 members 
Mstep: Class 65 contains 13696 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1640 members 
Mstep: Class 70 contains 10078 members 
Mstep: Class 71 contains 40959 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 2927 members 
Mstep: Class 74 contains 7010 members 
Mstep: Class 75 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134495904.000000 Penalty: 258962.906250
Iteration 163Q: 76 clusters Score -1.344959e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32470 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 6612 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 134356 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10002 members 
Mstep: Class 9 contains 38001 members 
Mstep: Class 10 contains 34463 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 240676 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 11005 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 26922 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 69075 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 22861 members 
Mstep: Class 25 contains 47234 members 
Mstep: Class 26 contains 68854 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3068 members 
Mstep: Class 32 contains 6565 members 
Mstep: Class 33 contains 1971 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3496 members 
Mstep: Class 38 contains 36721 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6934 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 4096 members 
Mstep: Class 46 contains 8069 members 
Mstep: Class 47 contains 636 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2320 members 
Mstep: Class 51 contains 8841 members 
Mstep: Class 52 contains 2216 members 
Mstep: Class 53 contains 10436 members 
Mstep: Class 54 contains 26858 members 
Mstep: Class 55 contains 6040 members 
Mstep: Class 56 contains 3199 members 
Mstep: Class 57 contains 7251 members 
Mstep: Class 58 contains 8264 members 
Mstep: Class 59 contains 12908 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2421 members 
Mstep: Class 65 contains 13712 members 
Mstep: Class 66 contains 429 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2315 members 
Mstep: Class 69 contains 1642 members 
Mstep: Class 70 contains 10078 members 
Mstep: Class 71 contains 41114 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 2949 members 
Mstep: Class 74 contains 7024 members 
Mstep: Class 75 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496208.000000 Penalty: 258962.906250
Iteration 164Q: 76 clusters Score -1.344962e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32460 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 134270 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10009 members 
Mstep: Class 9 contains 37972 members 
Mstep: Class 10 contains 34498 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 240680 members 
Mstep: Class 14 contains 1223 members 
Mstep: Class 15 contains 11209 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 26892 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 68857 members 
Mstep: Class 22 contains 14253 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 22842 members 
Mstep: Class 25 contains 47230 members 
Mstep: Class 26 contains 68855 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2606 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6573 members 
Mstep: Class 33 contains 2029 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3491 members 
Mstep: Class 38 contains 36644 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 4095 members 
Mstep: Class 46 contains 8067 members 
Mstep: Class 47 contains 636 members 
Mstep: Class 48 contains 5349 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2323 members 
Mstep: Class 51 contains 8839 members 
Mstep: Class 52 contains 2216 members 
Mstep: Class 53 contains 10453 members 
Mstep: Class 54 contains 26862 members 
Mstep: Class 55 contains 6046 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 8170 members 
Mstep: Class 59 contains 12858 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11954 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2421 members 
Mstep: Class 65 contains 13726 members 
Mstep: Class 66 contains 432 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2314 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10081 members 
Mstep: Class 71 contains 41299 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 2963 members 
Mstep: Class 74 contains 7026 members 
Mstep: Class 75 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496208.000000 Penalty: 258962.906250
Iteration 165Q: 76 clusters Score -1.344962e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 32450 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 134202 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10013 members 
Mstep: Class 9 contains 37951 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 240669 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 26867 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 68669 members 
Mstep: Class 22 contains 14252 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 22830 members 
Mstep: Class 25 contains 47236 members 
Mstep: Class 26 contains 68857 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6579 members 
Mstep: Class 33 contains 2079 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3487 members 
Mstep: Class 38 contains 36571 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 4092 members 
Mstep: Class 46 contains 8069 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5346 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2324 members 
Mstep: Class 51 contains 8837 members 
Mstep: Class 52 contains 2213 members 
Mstep: Class 53 contains 10458 members 
Mstep: Class 54 contains 26874 members 
Mstep: Class 55 contains 6046 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7255 members 
Mstep: Class 58 contains 8091 members 
Mstep: Class 59 contains 12815 members 
Mstep: Class 60 contains 1496 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11956 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13736 members 
Mstep: Class 66 contains 432 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2315 members 
Mstep: Class 69 contains 1637 members 
Mstep: Class 70 contains 10085 members 
Mstep: Class 71 contains 41470 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 2977 members 
Mstep: Class 74 contains 7029 members 
Mstep: Class 75 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496496.000000 Penalty: 258962.906250
Iteration 166Q: 76 clusters Score -1.344965e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32440 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 134143 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 37944 members 
Mstep: Class 10 contains 34540 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 240649 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 11549 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 26852 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3654 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 68530 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 22819 members 
Mstep: Class 25 contains 47217 members 
Mstep: Class 26 contains 68853 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6589 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3485 members 
Mstep: Class 38 contains 36503 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6911 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4090 members 
Mstep: Class 46 contains 8069 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 5341 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2329 members 
Mstep: Class 51 contains 8836 members 
Mstep: Class 52 contains 2210 members 
Mstep: Class 53 contains 10462 members 
Mstep: Class 54 contains 26878 members 
Mstep: Class 55 contains 6049 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 8035 members 
Mstep: Class 59 contains 12781 members 
Mstep: Class 60 contains 1496 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13743 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2314 members 
Mstep: Class 69 contains 1641 members 
Mstep: Class 70 contains 10094 members 
Mstep: Class 71 contains 41598 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 2987 members 
Mstep: Class 74 contains 7030 members 
Mstep: Class 75 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496480.000000 Penalty: 258962.906250
Iteration 167Q: 76 clusters Score -1.344965e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32433 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 134085 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 37933 members 
Mstep: Class 10 contains 34574 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 240650 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 26831 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 68389 members 
Mstep: Class 22 contains 14256 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 22817 members 
Mstep: Class 25 contains 47224 members 
Mstep: Class 26 contains 68854 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6594 members 
Mstep: Class 33 contains 2160 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36425 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 4090 members 
Mstep: Class 46 contains 8066 members 
Mstep: Class 47 contains 633 members 
Mstep: Class 48 contains 5337 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2327 members 
Mstep: Class 51 contains 8836 members 
Mstep: Class 52 contains 2211 members 
Mstep: Class 53 contains 10468 members 
Mstep: Class 54 contains 26886 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7255 members 
Mstep: Class 58 contains 7982 members 
Mstep: Class 59 contains 12733 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13746 members 
Mstep: Class 66 contains 435 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 10100 members 
Mstep: Class 71 contains 41724 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 2996 members 
Mstep: Class 74 contains 7030 members 
Mstep: Class 75 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496480.000000 Penalty: 258962.906250
Iteration 168Q: 76 clusters Score -1.344965e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32424 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 134033 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 37917 members 
Mstep: Class 10 contains 34600 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 240637 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 26814 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 7037 members 
Mstep: Class 21 contains 68273 members 
Mstep: Class 22 contains 14257 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 47213 members 
Mstep: Class 26 contains 68859 members 
Mstep: Class 27 contains 6961 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 2614 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6605 members 
Mstep: Class 33 contains 2202 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36374 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 4090 members 
Mstep: Class 46 contains 8066 members 
Mstep: Class 47 contains 633 members 
Mstep: Class 48 contains 5321 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2334 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2210 members 
Mstep: Class 53 contains 10474 members 
Mstep: Class 54 contains 26892 members 
Mstep: Class 55 contains 6054 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7257 members 
Mstep: Class 58 contains 7933 members 
Mstep: Class 59 contains 12676 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11955 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13751 members 
Mstep: Class 66 contains 435 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2317 members 
Mstep: Class 69 contains 1659 members 
Mstep: Class 70 contains 10107 members 
Mstep: Class 71 contains 41831 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 2999 members 
Mstep: Class 74 contains 7030 members 
Mstep: Class 75 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496768.000000 Penalty: 258962.906250
Iteration 169Q: 76 clusters Score -1.344968e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32416 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 133990 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 37914 members 
Mstep: Class 10 contains 34621 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 240626 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 26799 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7038 members 
Mstep: Class 21 contains 68170 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 22781 members 
Mstep: Class 25 contains 47202 members 
Mstep: Class 26 contains 68870 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6611 members 
Mstep: Class 33 contains 2244 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 5918 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36317 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6908 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 8064 members 
Mstep: Class 47 contains 633 members 
Mstep: Class 48 contains 5316 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2342 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2207 members 
Mstep: Class 53 contains 10476 members 
Mstep: Class 54 contains 26899 members 
Mstep: Class 55 contains 6064 members 
Mstep: Class 56 contains 3201 members 
Mstep: Class 57 contains 7257 members 
Mstep: Class 58 contains 7883 members 
Mstep: Class 59 contains 12620 members 
Mstep: Class 60 contains 1495 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13755 members 
Mstep: Class 66 contains 435 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2317 members 
Mstep: Class 69 contains 1663 members 
Mstep: Class 70 contains 10112 members 
Mstep: Class 71 contains 41926 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3005 members 
Mstep: Class 74 contains 7030 members 
Mstep: Class 75 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496928.000000 Penalty: 258962.906250
Iteration 170Q: 76 clusters Score -1.344969e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32410 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 133945 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 37895 members 
Mstep: Class 10 contains 34631 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 240616 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 12132 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 26779 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7039 members 
Mstep: Class 21 contains 68083 members 
Mstep: Class 22 contains 14259 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 22754 members 
Mstep: Class 25 contains 47201 members 
Mstep: Class 26 contains 68876 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 2617 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6616 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5919 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36270 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4538 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 8063 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 5316 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2351 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2203 members 
Mstep: Class 53 contains 10479 members 
Mstep: Class 54 contains 26907 members 
Mstep: Class 55 contains 6073 members 
Mstep: Class 56 contains 3203 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7850 members 
Mstep: Class 59 contains 12576 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13762 members 
Mstep: Class 66 contains 436 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2317 members 
Mstep: Class 69 contains 1665 members 
Mstep: Class 70 contains 10120 members 
Mstep: Class 71 contains 42011 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 3016 members 
Mstep: Class 74 contains 7031 members 
Mstep: Class 75 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497072.000000 Penalty: 258962.906250
Iteration 171Q: 76 clusters Score -1.344971e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 32405 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 133910 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 37879 members 
Mstep: Class 10 contains 34636 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 240602 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 68010 members 
Mstep: Class 22 contains 14261 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 22724 members 
Mstep: Class 25 contains 47194 members 
Mstep: Class 26 contains 68884 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6623 members 
Mstep: Class 33 contains 2298 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5920 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36236 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6905 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 4088 members 
Mstep: Class 46 contains 8059 members 
Mstep: Class 47 contains 636 members 
Mstep: Class 48 contains 5316 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2356 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2203 members 
Mstep: Class 53 contains 10483 members 
Mstep: Class 54 contains 26908 members 
Mstep: Class 55 contains 6076 members 
Mstep: Class 56 contains 3203 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7822 members 
Mstep: Class 59 contains 12523 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11956 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2418 members 
Mstep: Class 65 contains 13766 members 
Mstep: Class 66 contains 436 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1667 members 
Mstep: Class 70 contains 10123 members 
Mstep: Class 71 contains 42090 members 
Mstep: Class 72 contains 2010 members 
Mstep: Class 73 contains 3026 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497040.000000 Penalty: 258962.906250
Iteration 172Q: 76 clusters Score -1.34497e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 32399 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 133873 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 37868 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 240588 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 12441 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 26743 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 67955 members 
Mstep: Class 22 contains 14264 members 
Mstep: Class 23 contains 5542 members 
Mstep: Class 24 contains 22703 members 
Mstep: Class 25 contains 47182 members 
Mstep: Class 26 contains 68888 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6633 members 
Mstep: Class 33 contains 2321 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5921 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36212 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 4086 members 
Mstep: Class 46 contains 8058 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5307 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2368 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2194 members 
Mstep: Class 53 contains 10488 members 
Mstep: Class 54 contains 26911 members 
Mstep: Class 55 contains 6081 members 
Mstep: Class 56 contains 3203 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7788 members 
Mstep: Class 59 contains 12459 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11956 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13770 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1672 members 
Mstep: Class 70 contains 10128 members 
Mstep: Class 71 contains 42121 members 
Mstep: Class 72 contains 2010 members 
Mstep: Class 73 contains 3036 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497328.000000 Penalty: 258962.906250
Iteration 173Q: 76 clusters Score -1.344973e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 32393 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 133844 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10024 members 
Mstep: Class 9 contains 37841 members 
Mstep: Class 10 contains 34649 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 240578 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 12601 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 26736 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 67901 members 
Mstep: Class 22 contains 14267 members 
Mstep: Class 23 contains 5540 members 
Mstep: Class 24 contains 22686 members 
Mstep: Class 25 contains 47175 members 
Mstep: Class 26 contains 68892 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6642 members 
Mstep: Class 33 contains 2344 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36195 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 4083 members 
Mstep: Class 46 contains 8055 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5298 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2381 members 
Mstep: Class 51 contains 8835 members 
Mstep: Class 52 contains 2191 members 
Mstep: Class 53 contains 10489 members 
Mstep: Class 54 contains 26903 members 
Mstep: Class 55 contains 6083 members 
Mstep: Class 56 contains 3204 members 
Mstep: Class 57 contains 7257 members 
Mstep: Class 58 contains 7753 members 
Mstep: Class 59 contains 12400 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11953 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13776 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 1675 members 
Mstep: Class 70 contains 10133 members 
Mstep: Class 71 contains 42154 members 
Mstep: Class 72 contains 2010 members 
Mstep: Class 73 contains 3040 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497472.000000 Penalty: 258962.906250
Iteration 174Q: 76 clusters Score -1.344975e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32384 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 133820 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 37812 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 240591 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 2013 members 
Mstep: Class 17 contains 26718 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 67858 members 
Mstep: Class 22 contains 14272 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 22679 members 
Mstep: Class 25 contains 47157 members 
Mstep: Class 26 contains 68902 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2623 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 6647 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 36160 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 4082 members 
Mstep: Class 46 contains 8055 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5292 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2390 members 
Mstep: Class 51 contains 8833 members 
Mstep: Class 52 contains 2184 members 
Mstep: Class 53 contains 10495 members 
Mstep: Class 54 contains 26901 members 
Mstep: Class 55 contains 6081 members 
Mstep: Class 56 contains 3205 members 
Mstep: Class 57 contains 7257 members 
Mstep: Class 58 contains 7721 members 
Mstep: Class 59 contains 12350 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11951 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13779 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2321 members 
Mstep: Class 69 contains 1677 members 
Mstep: Class 70 contains 10141 members 
Mstep: Class 71 contains 42161 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 3044 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497504.000000 Penalty: 258962.906250
Iteration 175Q: 76 clusters Score -1.344975e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 133820 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 37783 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 240601 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 67814 members 
Mstep: Class 22 contains 14277 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 22664 members 
Mstep: Class 25 contains 47146 members 
Mstep: Class 26 contains 68911 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 1697 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6651 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36142 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 4083 members 
Mstep: Class 46 contains 8052 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5292 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2396 members 
Mstep: Class 51 contains 8831 members 
Mstep: Class 52 contains 2179 members 
Mstep: Class 53 contains 10495 members 
Mstep: Class 54 contains 26896 members 
Mstep: Class 55 contains 6079 members 
Mstep: Class 56 contains 3206 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7689 members 
Mstep: Class 59 contains 12301 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11948 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13784 members 
Mstep: Class 66 contains 439 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1682 members 
Mstep: Class 70 contains 10151 members 
Mstep: Class 71 contains 42156 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 3044 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497408.000000 Penalty: 258962.906250
Iteration 176Q: 76 clusters Score -1.344974e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32375 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 133823 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 37761 members 
Mstep: Class 10 contains 34669 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 240611 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 26684 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67778 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5513 members 
Mstep: Class 24 contains 22647 members 
Mstep: Class 25 contains 47131 members 
Mstep: Class 26 contains 68915 members 
Mstep: Class 27 contains 6959 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6652 members 
Mstep: Class 33 contains 2405 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3483 members 
Mstep: Class 38 contains 36121 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 4083 members 
Mstep: Class 46 contains 8052 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5289 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2396 members 
Mstep: Class 51 contains 8831 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10499 members 
Mstep: Class 54 contains 26902 members 
Mstep: Class 55 contains 6083 members 
Mstep: Class 56 contains 3207 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7667 members 
Mstep: Class 59 contains 12247 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11948 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13786 members 
Mstep: Class 66 contains 441 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1681 members 
Mstep: Class 70 contains 10163 members 
Mstep: Class 71 contains 42147 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3048 members 
Mstep: Class 74 contains 7032 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497424.000000 Penalty: 258962.906250
Iteration 177Q: 76 clusters Score -1.344974e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 133841 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10070 members 
Mstep: Class 9 contains 37753 members 
Mstep: Class 10 contains 34675 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 240625 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 17 contains 26669 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 21 contains 67745 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 22624 members 
Mstep: Class 25 contains 47116 members 
Mstep: Class 26 contains 68923 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6653 members 
Mstep: Class 33 contains 2421 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5350 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36106 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6904 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 4083 members 
Mstep: Class 46 contains 8052 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5289 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2397 members 
Mstep: Class 51 contains 8832 members 
Mstep: Class 52 contains 2177 members 
Mstep: Class 53 contains 10500 members 
Mstep: Class 54 contains 26905 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 3208 members 
Mstep: Class 57 contains 7255 members 
Mstep: Class 58 contains 7647 members 
Mstep: Class 59 contains 12202 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11948 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13789 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1678 members 
Mstep: Class 70 contains 10170 members 
Mstep: Class 71 contains 42126 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3049 members 
Mstep: Class 74 contains 7033 members 
Mstep: Class 75 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497600.000000 Penalty: 258962.906250
Iteration 178Q: 76 clusters Score -1.344976e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32365 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 133854 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37740 members 
Mstep: Class 10 contains 34680 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 240650 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 17 contains 26656 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 21 contains 67711 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 22598 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 68933 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6654 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36086 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6902 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4549 members 
Mstep: Class 45 contains 4082 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5288 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2401 members 
Mstep: Class 51 contains 8833 members 
Mstep: Class 52 contains 2173 members 
Mstep: Class 53 contains 10505 members 
Mstep: Class 54 contains 26907 members 
Mstep: Class 55 contains 6083 members 
Mstep: Class 56 contains 3209 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7622 members 
Mstep: Class 59 contains 12159 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11946 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13790 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 1678 members 
Mstep: Class 70 contains 10174 members 
Mstep: Class 71 contains 42117 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3049 members 
Mstep: Class 74 contains 7034 members 
Mstep: Class 75 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497696.000000 Penalty: 258962.906250
Iteration 179Q: 76 clusters Score -1.344977e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 133867 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 37731 members 
Mstep: Class 10 contains 34686 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 240660 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 26650 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 22585 members 
Mstep: Class 25 contains 47102 members 
Mstep: Class 26 contains 68937 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 2626 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6657 members 
Mstep: Class 33 contains 2469 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36076 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6903 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4081 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5292 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 8833 members 
Mstep: Class 52 contains 2173 members 
Mstep: Class 53 contains 10507 members 
Mstep: Class 54 contains 26912 members 
Mstep: Class 55 contains 6086 members 
Mstep: Class 56 contains 3209 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7593 members 
Mstep: Class 59 contains 12123 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11945 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2419 members 
Mstep: Class 65 contains 13791 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1680 members 
Mstep: Class 70 contains 10178 members 
Mstep: Class 71 contains 42098 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 3051 members 
Mstep: Class 74 contains 7035 members 
Mstep: Class 75 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497904.000000 Penalty: 258962.906250
Iteration 180F: 76 clusters Score -1.344979e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32365 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 2795 members 
Mstep: Class 6 contains 133875 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 37725 members 
Mstep: Class 10 contains 34688 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 240677 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 2085 members 
Mstep: Class 17 contains 26639 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67663 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 22564 members 
Mstep: Class 25 contains 47099 members 
Mstep: Class 26 contains 68941 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 2626 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2489 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36059 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4077 members 
Mstep: Class 46 contains 8051 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2171 members 
Mstep: Class 53 contains 10509 members 
Mstep: Class 54 contains 26916 members 
Mstep: Class 55 contains 6086 members 
Mstep: Class 56 contains 3209 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7560 members 
Mstep: Class 59 contains 12094 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2420 members 
Mstep: Class 65 contains 13791 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 1674 members 
Mstep: Class 70 contains 10182 members 
Mstep: Class 71 contains 42085 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 3053 members 
Mstep: Class 74 contains 7036 members 
Mstep: Class 75 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497968.000000 Penalty: 258962.906250
Iteration 181Q: 76 clusters Score -1.34498e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 133880 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 37721 members 
Mstep: Class 10 contains 34688 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 240692 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 26625 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67644 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 22560 members 
Mstep: Class 25 contains 47095 members 
Mstep: Class 26 contains 68940 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 2626 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36047 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 4072 members 
Mstep: Class 46 contains 8051 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5292 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2168 members 
Mstep: Class 53 contains 10512 members 
Mstep: Class 54 contains 26921 members 
Mstep: Class 55 contains 6087 members 
Mstep: Class 56 contains 3209 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7520 members 
Mstep: Class 59 contains 12057 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2421 members 
Mstep: Class 65 contains 13791 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1673 members 
Mstep: Class 70 contains 10180 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 3058 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498192.000000 Penalty: 258962.906250
Iteration 182Q: 76 clusters Score -1.344982e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133876 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 37704 members 
Mstep: Class 10 contains 34689 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240705 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 13455 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 26622 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67629 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 22556 members 
Mstep: Class 25 contains 47085 members 
Mstep: Class 26 contains 68941 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 2627 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2523 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36042 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4552 members 
Mstep: Class 45 contains 4066 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5295 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2166 members 
Mstep: Class 53 contains 10512 members 
Mstep: Class 54 contains 26922 members 
Mstep: Class 55 contains 6083 members 
Mstep: Class 56 contains 3210 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7489 members 
Mstep: Class 59 contains 12030 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2422 members 
Mstep: Class 65 contains 13791 members 
Mstep: Class 66 contains 441 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1675 members 
Mstep: Class 70 contains 10178 members 
Mstep: Class 71 contains 42078 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3062 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498368.000000 Penalty: 258962.906250
Iteration 183Q: 76 clusters Score -1.344984e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 133879 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10084 members 
Mstep: Class 9 contains 37695 members 
Mstep: Class 10 contains 34692 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240707 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 26619 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67616 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 22550 members 
Mstep: Class 25 contains 47079 members 
Mstep: Class 26 contains 68944 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2555 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5923 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36041 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6911 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 4061 members 
Mstep: Class 46 contains 8050 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5296 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2405 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2168 members 
Mstep: Class 53 contains 10512 members 
Mstep: Class 54 contains 26922 members 
Mstep: Class 55 contains 6080 members 
Mstep: Class 56 contains 3211 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7447 members 
Mstep: Class 59 contains 12003 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 443 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2316 members 
Mstep: Class 69 contains 1674 members 
Mstep: Class 70 contains 10181 members 
Mstep: Class 71 contains 42074 members 
Mstep: Class 72 contains 2014 members 
Mstep: Class 73 contains 3062 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498496.000000 Penalty: 258962.906250
Iteration 184Q: 76 clusters Score -1.344985e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133878 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 37685 members 
Mstep: Class 10 contains 34689 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240719 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 13529 members 
Mstep: Class 16 contains 2127 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67598 members 
Mstep: Class 22 contains 14279 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 22544 members 
Mstep: Class 25 contains 47063 members 
Mstep: Class 26 contains 68951 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 2627 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2573 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3482 members 
Mstep: Class 38 contains 36037 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4556 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8052 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2407 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2167 members 
Mstep: Class 53 contains 10512 members 
Mstep: Class 54 contains 26922 members 
Mstep: Class 55 contains 6078 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7432 members 
Mstep: Class 59 contains 11991 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2315 members 
Mstep: Class 69 contains 1665 members 
Mstep: Class 70 contains 10185 members 
Mstep: Class 71 contains 42077 members 
Mstep: Class 72 contains 2015 members 
Mstep: Class 73 contains 3067 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498464.000000 Penalty: 258962.906250
Iteration 185Q: 76 clusters Score -1.344985e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 133880 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37681 members 
Mstep: Class 10 contains 34688 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240721 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 26607 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67582 members 
Mstep: Class 22 contains 14279 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 22545 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 68952 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3481 members 
Mstep: Class 38 contains 36035 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5290 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2168 members 
Mstep: Class 53 contains 10514 members 
Mstep: Class 54 contains 26923 members 
Mstep: Class 55 contains 6075 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 11987 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2316 members 
Mstep: Class 69 contains 1663 members 
Mstep: Class 70 contains 10191 members 
Mstep: Class 71 contains 42083 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3068 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498560.000000 Penalty: 258962.906250
Iteration 186Q: 76 clusters Score -1.344986e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133883 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 37677 members 
Mstep: Class 10 contains 34690 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240728 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 26599 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67570 members 
Mstep: Class 22 contains 14280 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 22542 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 68953 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6660 members 
Mstep: Class 33 contains 2649 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3480 members 
Mstep: Class 38 contains 36028 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6916 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2408 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2169 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26924 members 
Mstep: Class 55 contains 6073 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7256 members 
Mstep: Class 58 contains 7350 members 
Mstep: Class 59 contains 11985 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1664 members 
Mstep: Class 70 contains 10193 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3069 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498416.000000 Penalty: 258962.906250
Iteration 187Q: 76 clusters Score -1.344984e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133885 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37671 members 
Mstep: Class 10 contains 34691 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240738 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 26593 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67555 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 22539 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 68954 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 2635 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6661 members 
Mstep: Class 33 contains 2673 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3478 members 
Mstep: Class 38 contains 36022 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6917 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2408 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2167 members 
Mstep: Class 53 contains 10513 members 
Mstep: Class 54 contains 26927 members 
Mstep: Class 55 contains 6073 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7255 members 
Mstep: Class 58 contains 7329 members 
Mstep: Class 59 contains 11981 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2316 members 
Mstep: Class 69 contains 1663 members 
Mstep: Class 70 contains 10196 members 
Mstep: Class 71 contains 42087 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3071 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498304.000000 Penalty: 258962.906250
Iteration 188Q: 76 clusters Score -1.344983e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133889 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 37677 members 
Mstep: Class 10 contains 34690 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240739 members 
Mstep: Class 14 contains 1330 members 
Mstep: Class 15 contains 13583 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 26583 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67540 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 22534 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 68955 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6663 members 
Mstep: Class 33 contains 2698 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3472 members 
Mstep: Class 38 contains 36017 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6917 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 634 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2407 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2168 members 
Mstep: Class 53 contains 10513 members 
Mstep: Class 54 contains 26929 members 
Mstep: Class 55 contains 6071 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7302 members 
Mstep: Class 59 contains 11977 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11944 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2313 members 
Mstep: Class 69 contains 1663 members 
Mstep: Class 70 contains 10197 members 
Mstep: Class 71 contains 42090 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3072 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498352.000000 Penalty: 258962.906250
Iteration 189Q: 76 clusters Score -1.344984e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133892 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37672 members 
Mstep: Class 10 contains 34694 members 
Mstep: Class 11 contains 6361 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240743 members 
Mstep: Class 14 contains 1331 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 26580 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67526 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 22529 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 68953 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6665 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3469 members 
Mstep: Class 38 contains 36012 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6918 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 637 members 
Mstep: Class 48 contains 5290 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2407 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2169 members 
Mstep: Class 53 contains 10512 members 
Mstep: Class 54 contains 26934 members 
Mstep: Class 55 contains 6071 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7253 members 
Mstep: Class 58 contains 7280 members 
Mstep: Class 59 contains 11973 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11943 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2307 members 
Mstep: Class 69 contains 1663 members 
Mstep: Class 70 contains 10204 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3076 members 
Mstep: Class 74 contains 7037 members 
Mstep: Class 75 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498384.000000 Penalty: 258962.906250
Iteration 190Q: 76 clusters Score -1.344984e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133897 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 37661 members 
Mstep: Class 10 contains 34694 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240751 members 
Mstep: Class 14 contains 1330 members 
Mstep: Class 15 contains 13618 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 26581 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 3677 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67509 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 22530 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 68951 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3467 members 
Mstep: Class 38 contains 36007 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6917 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 5287 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2408 members 
Mstep: Class 51 contains 8834 members 
Mstep: Class 52 contains 2171 members 
Mstep: Class 53 contains 10511 members 
Mstep: Class 54 contains 26932 members 
Mstep: Class 55 contains 6066 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7269 members 
Mstep: Class 59 contains 11975 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11941 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2304 members 
Mstep: Class 69 contains 1660 members 
Mstep: Class 70 contains 10214 members 
Mstep: Class 71 contains 42076 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3077 members 
Mstep: Class 74 contains 7038 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498256.000000 Penalty: 258962.906250
Iteration 191Q: 76 clusters Score -1.344983e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133909 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 37656 members 
Mstep: Class 10 contains 34694 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240759 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 13631 members 
Mstep: Class 16 contains 2162 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67497 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 22527 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 68950 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2763 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 36001 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6917 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 638 members 
Mstep: Class 48 contains 5290 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8833 members 
Mstep: Class 52 contains 2173 members 
Mstep: Class 53 contains 10511 members 
Mstep: Class 54 contains 26934 members 
Mstep: Class 55 contains 6065 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7253 members 
Mstep: Class 59 contains 11973 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2303 members 
Mstep: Class 69 contains 1657 members 
Mstep: Class 70 contains 10216 members 
Mstep: Class 71 contains 42069 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3078 members 
Mstep: Class 74 contains 7039 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498512.000000 Penalty: 258962.906250
Iteration 192Q: 76 clusters Score -1.344985e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133914 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 37650 members 
Mstep: Class 10 contains 34693 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240765 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 13640 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 26569 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67486 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5474 members 
Mstep: Class 24 contains 22524 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 68952 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2773 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35998 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6916 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8832 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10511 members 
Mstep: Class 54 contains 26935 members 
Mstep: Class 55 contains 6061 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7254 members 
Mstep: Class 58 contains 7249 members 
Mstep: Class 59 contains 11973 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13793 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2300 members 
Mstep: Class 69 contains 1656 members 
Mstep: Class 70 contains 10217 members 
Mstep: Class 71 contains 42068 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3080 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498560.000000 Penalty: 258962.906250
Iteration 193Q: 76 clusters Score -1.344986e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 133918 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 37648 members 
Mstep: Class 10 contains 34694 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240769 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 26560 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67476 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 22519 members 
Mstep: Class 25 contains 47051 members 
Mstep: Class 26 contains 68953 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2784 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5924 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35994 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5297 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8832 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10513 members 
Mstep: Class 54 contains 26935 members 
Mstep: Class 55 contains 6057 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7253 members 
Mstep: Class 58 contains 7243 members 
Mstep: Class 59 contains 11972 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13795 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2300 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 10222 members 
Mstep: Class 71 contains 42066 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3081 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498624.000000 Penalty: 258962.906250
Iteration 194Q: 76 clusters Score -1.344986e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 133920 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37636 members 
Mstep: Class 10 contains 34695 members 
Mstep: Class 11 contains 6379 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 13668 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 26554 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67467 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 22516 members 
Mstep: Class 25 contains 47050 members 
Mstep: Class 26 contains 68952 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5923 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35988 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4060 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2169 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26936 members 
Mstep: Class 55 contains 6054 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7251 members 
Mstep: Class 58 contains 7236 members 
Mstep: Class 59 contains 11971 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13797 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2299 members 
Mstep: Class 69 contains 1653 members 
Mstep: Class 70 contains 10225 members 
Mstep: Class 71 contains 42067 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3084 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498624.000000 Penalty: 258962.906250
Iteration 195Q: 76 clusters Score -1.344986e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 133924 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 37624 members 
Mstep: Class 10 contains 34699 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240771 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 26548 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67458 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22512 members 
Mstep: Class 25 contains 47042 members 
Mstep: Class 26 contains 68953 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2799 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35983 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4060 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5303 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8831 members 
Mstep: Class 52 contains 2169 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26937 members 
Mstep: Class 55 contains 6052 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7251 members 
Mstep: Class 58 contains 7235 members 
Mstep: Class 59 contains 11973 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13798 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2300 members 
Mstep: Class 69 contains 1651 members 
Mstep: Class 70 contains 10230 members 
Mstep: Class 71 contains 42071 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3088 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498368.000000 Penalty: 258962.906250
Iteration 196Q: 76 clusters Score -1.344984e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 133931 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37617 members 
Mstep: Class 10 contains 34701 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240768 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 13698 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 17 contains 26547 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67451 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22509 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68953 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2810 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35978 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4060 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26937 members 
Mstep: Class 55 contains 6051 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7251 members 
Mstep: Class 58 contains 7230 members 
Mstep: Class 59 contains 11971 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13799 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 1648 members 
Mstep: Class 70 contains 10232 members 
Mstep: Class 71 contains 42068 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3090 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498464.000000 Penalty: 258962.906250
Iteration 197Q: 76 clusters Score -1.344985e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133932 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37611 members 
Mstep: Class 10 contains 34703 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240767 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13716 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 26545 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67440 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22507 members 
Mstep: Class 25 contains 47040 members 
Mstep: Class 26 contains 68954 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35976 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6051 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7251 members 
Mstep: Class 58 contains 7227 members 
Mstep: Class 59 contains 11965 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2423 members 
Mstep: Class 65 contains 13800 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2299 members 
Mstep: Class 69 contains 1648 members 
Mstep: Class 70 contains 10233 members 
Mstep: Class 71 contains 42065 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3095 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498512.000000 Penalty: 258962.906250
Iteration 198Q: 76 clusters Score -1.344985e+08 nChanged 95
Entering ConstructFrom: 
Score: -134498512.000000 Penalty: 258962.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -430008.437500 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -430008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -426468.125000 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -426468.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -427374.937500 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -427374.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -427593.031250 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -427593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -427711.968750 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -427712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -427800.656250 Penalty: 4047.191406
	Iteration 4Q: 3 clusters Score -427800.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -427876.687500 Penalty: 4047.191406
	Iteration 5Q: 3 clusters Score -427876.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -427944.062500 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -427944.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -427995.000000 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -427995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -428034.000000 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -428034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -428075.062500 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -428075.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -428106.937500 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -428106.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -428138.718750 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -428138.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -428177.593750 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -428177.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -428222.187500 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -428222.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428251.375000 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -428251.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -428279.687500 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -428279.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -428311.156250 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -428311.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -428347.718750 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -428347.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -428388.937500 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -428388.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428428.156250 Penalty: 4047.191406
	Iteration 19Q: 3 clusters Score -428428.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -428473.593750 Penalty: 4047.191406
	Iteration 20F: 3 clusters Score -428473.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -428514.687500 Penalty: 4047.191406
	Iteration 21Q: 3 clusters Score -428514.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -428551.593750 Penalty: 4047.191406
	Iteration 22Q: 3 clusters Score -428551.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -428575.093750 Penalty: 4047.191406
	Iteration 23Q: 3 clusters Score -428575.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -428591.750000 Penalty: 4047.191406
	Iteration 24Q: 3 clusters Score -428591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -428609.562500 Penalty: 4047.191406
	Iteration 25Q: 3 clusters Score -428609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -428631.781250 Penalty: 4047.191406
	Iteration 26Q: 3 clusters Score -428631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -428652.125000 Penalty: 4047.191406
	Iteration 27Q: 3 clusters Score -428652.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -428665.437500 Penalty: 4047.191406
	Iteration 28Q: 3 clusters Score -428665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -428673.593750 Penalty: 4047.191406
	Iteration 29Q: 3 clusters Score -428673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -428677.687500 Penalty: 4047.191406
	Iteration 30Q: 3 clusters Score -428677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -428680.281250 Penalty: 4047.191406
	Iteration 31Q: 3 clusters Score -428680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -428683.781250 Penalty: 4047.191406
	Iteration 32Q: 3 clusters Score -428683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -428685.062500 Penalty: 4047.191406
	Iteration 33Q: 3 clusters Score -428685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -428687.343750 Penalty: 4047.191406
	Iteration 34Q: 3 clusters Score -428687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428689.500000 Penalty: 4047.191406
	Iteration 35Q: 3 clusters Score -428689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428689.875000 Penalty: 4047.191406
	Iteration 36Q: 3 clusters Score -428689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428689.875000 Penalty: 4047.191406
	Iteration 37F: 3 clusters Score -428689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Entering Unmasked Estep 
Score: -4007236.500000 Penalty: 2575.346680
	Iteration 0F: 2 clusters Score -4007236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3985194.750000 Penalty: 5150.693359
	Iteration 0F: 3 clusters Score -3985195 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3993258.000000 Penalty: 5150.693359
	Iteration 1F: 3 clusters Score -3993258 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3993897.000000 Penalty: 5150.693359
	Iteration 2Q: 3 clusters Score -3993897 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3994677.750000 Penalty: 5150.693359
	Iteration 3Q: 3 clusters Score -3994678 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3995683.250000 Penalty: 5150.693359
	Iteration 4F: 3 clusters Score -3995683 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3996819.500000 Penalty: 5150.693359
	Iteration 5F: 3 clusters Score -3996820 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3998077.750000 Penalty: 5150.693359
	Iteration 6F: 3 clusters Score -3998078 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3999409.000000 Penalty: 5150.693359
	Iteration 7F: 3 clusters Score -3999409 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4000678.500000 Penalty: 5150.693359
	Iteration 8F: 3 clusters Score -4000678 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4001716.000000 Penalty: 5150.693359
	Iteration 9Q: 3 clusters Score -4001716 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4002491.750000 Penalty: 5150.693359
	Iteration 10Q: 3 clusters Score -4002492 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4003057.500000 Penalty: 5150.693359
	Iteration 11Q: 3 clusters Score -4003058 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4003591.250000 Penalty: 5150.693359
	Iteration 12Q: 3 clusters Score -4003591 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4004118.000000 Penalty: 5150.693359
	Iteration 13Q: 3 clusters Score -4004118 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4004744.500000 Penalty: 5150.693359
	Iteration 14Q: 3 clusters Score -4004744 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4005471.000000 Penalty: 5150.693359
	Iteration 15Q: 3 clusters Score -4005471 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4006355.500000 Penalty: 5150.693359
	Iteration 16Q: 3 clusters Score -4006356 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4007118.250000 Penalty: 5150.693359
	Iteration 17Q: 3 clusters Score -4007118 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4007582.500000 Penalty: 5150.693359
	Iteration 18Q: 3 clusters Score -4007582 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4007789.250000 Penalty: 5150.693359
	Iteration 19Q: 3 clusters Score -4007789 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4007896.000000 Penalty: 5150.693359
	Iteration 20F: 3 clusters Score -4007896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4007929.250000 Penalty: 5150.693359
	Iteration 21Q: 3 clusters Score -4007929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -4007948.500000 Penalty: 5150.693359
	Iteration 22Q: 3 clusters Score -4007948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4007964.500000 Penalty: 5150.693359
	Iteration 23Q: 3 clusters Score -4007964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4007960.750000 Penalty: 5150.693359
	Iteration 24Q: 3 clusters Score -4007961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4007965.000000 Penalty: 5150.693359
	Iteration 25Q: 3 clusters Score -4007965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4007962.250000 Penalty: 5150.693359
	Iteration 26Q: 3 clusters Score -4007962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4007966.000000 Penalty: 5150.693359
	Iteration 27Q: 3 clusters Score -4007966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4007964.750000 Penalty: 5150.693359
	Iteration 28Q: 3 clusters Score -4007965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4007964.250000 Penalty: 5150.693359
	Iteration 29Q: 3 clusters Score -4007964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4007968.000000 Penalty: 5150.693359
	Iteration 30Q: 3 clusters Score -4007968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4007966.250000 Penalty: 5150.693359
	Iteration 31Q: 3 clusters Score -4007966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4007963.000000 Penalty: 5150.693359
	Iteration 32Q: 3 clusters Score -4007963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4007963.000000 Penalty: 5150.693359
	Iteration 33F: 3 clusters Score -4007963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 21715 members 
Entering Unmasked Estep 
Score: -134498368.000000 Penalty: 262415.750000
Splitting cluster 2 changes total score from -134498512.000000 to -134498368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -48652.996094 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -48653 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 265 members 
Entering Unmasked Estep 
Score: -47188.304688 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -47188.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47578.476562 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -47578.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47831.800781 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -47831.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47992.492188 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -47992.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48062.011719 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -48062.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48126.960938 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -48126.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48213.378906 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -48213.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48367.214844 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -48367.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48543.425781 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -48543.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48775.285156 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -48775.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48968.957031 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -48968.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49143.289062 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -49143.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49278.378906 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -49278.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49324.621094 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -49324.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49337.140625 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -49337.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49381.035156 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -49381.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49408.785156 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -49408.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49440.316406 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -49440.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49468.851562 Penalty: 3114.146729
	Iteration 18Q: 3 clusters Score -49468.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49482.699219 Penalty: 3114.146729
	Iteration 19Q: 3 clusters Score -49482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49528.125000 Penalty: 3114.146729
	Iteration 20F: 3 clusters Score -49528.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49558.679688 Penalty: 3114.146729
	Iteration 21Q: 3 clusters Score -49558.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49558.679688 Penalty: 3114.146729
	Iteration 22F: 3 clusters Score -49558.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 259 members 
Entering Unmasked Estep 
Score: -134497360.000000 Penalty: 262415.750000
Splitting cluster 3 changes total score from -134498512.000000 to -134497360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -805457.937500 Penalty: 2176.182861
	Iteration 0F: 2 clusters Score -805457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -799982.437500 Penalty: 4352.365723
	Iteration 0F: 3 clusters Score -799982.4 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -801392.625000 Penalty: 4352.365723
	Iteration 1F: 3 clusters Score -801392.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -801691.312500 Penalty: 4352.365723
	Iteration 2F: 3 clusters Score -801691.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -801892.125000 Penalty: 4352.365723
	Iteration 3F: 3 clusters Score -801892.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -802036.562500 Penalty: 4352.365723
	Iteration 4Q: 3 clusters Score -802036.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -802154.062500 Penalty: 4352.365723
	Iteration 5Q: 3 clusters Score -802154.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -802276.000000 Penalty: 4352.365723
	Iteration 6Q: 3 clusters Score -802276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -802406.687500 Penalty: 4352.365723
	Iteration 7Q: 3 clusters Score -802406.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -802564.125000 Penalty: 4352.365723
	Iteration 8Q: 3 clusters Score -802564.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -802737.312500 Penalty: 4352.365723
	Iteration 9Q: 3 clusters Score -802737.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -802903.812500 Penalty: 4352.365723
	Iteration 10Q: 3 clusters Score -802903.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -803122.187500 Penalty: 4352.365723
	Iteration 11Q: 3 clusters Score -803122.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -803343.375000 Penalty: 4352.365723
	Iteration 12Q: 3 clusters Score -803343.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -803493.937500 Penalty: 4352.365723
	Iteration 13Q: 3 clusters Score -803493.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -803606.750000 Penalty: 4352.365723
	Iteration 14Q: 3 clusters Score -803606.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -803688.000000 Penalty: 4352.365723
	Iteration 15Q: 3 clusters Score -803688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -803771.187500 Penalty: 4352.365723
	Iteration 16Q: 3 clusters Score -803771.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -803850.062500 Penalty: 4352.365723
	Iteration 17Q: 3 clusters Score -803850.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -803921.062500 Penalty: 4352.365723
	Iteration 18Q: 3 clusters Score -803921.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -803961.812500 Penalty: 4352.365723
	Iteration 19Q: 3 clusters Score -803961.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -803999.750000 Penalty: 4352.365723
	Iteration 20F: 3 clusters Score -803999.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -804036.437500 Penalty: 4352.365723
	Iteration 21Q: 3 clusters Score -804036.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -804057.625000 Penalty: 4352.365723
	Iteration 22Q: 3 clusters Score -804057.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -804076.187500 Penalty: 4352.365723
	Iteration 23Q: 3 clusters Score -804076.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -804092.125000 Penalty: 4352.365723
	Iteration 24Q: 3 clusters Score -804092.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -804106.687500 Penalty: 4352.365723
	Iteration 25Q: 3 clusters Score -804106.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -804125.500000 Penalty: 4352.365723
	Iteration 26Q: 3 clusters Score -804125.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -804138.437500 Penalty: 4352.365723
	Iteration 27Q: 3 clusters Score -804138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -804146.437500 Penalty: 4352.365723
	Iteration 28Q: 3 clusters Score -804146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -804156.000000 Penalty: 4352.365723
	Iteration 29Q: 3 clusters Score -804156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -804170.375000 Penalty: 4352.365723
	Iteration 30Q: 3 clusters Score -804170.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -804175.875000 Penalty: 4352.365723
	Iteration 31Q: 3 clusters Score -804175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -804180.500000 Penalty: 4352.365723
	Iteration 32Q: 3 clusters Score -804180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -804185.375000 Penalty: 4352.365723
	Iteration 33Q: 3 clusters Score -804185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -804186.625000 Penalty: 4352.365723
	Iteration 34Q: 3 clusters Score -804186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -804188.875000 Penalty: 4352.365723
	Iteration 35Q: 3 clusters Score -804188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -804190.000000 Penalty: 4352.365723
	Iteration 36Q: 3 clusters Score -804190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -804189.562500 Penalty: 4352.365723
	Iteration 37Q: 3 clusters Score -804189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -804189.062500 Penalty: 4352.365723
	Iteration 38Q: 3 clusters Score -804189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -804189.625000 Penalty: 4352.365723
	Iteration 39Q: 3 clusters Score -804189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -804190.937500 Penalty: 4352.365723
	Iteration 40F: 3 clusters Score -804190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -804192.375000 Penalty: 4352.365723
	Iteration 41Q: 3 clusters Score -804192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -804192.687500 Penalty: 4352.365723
	Iteration 42Q: 3 clusters Score -804192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -804192.687500 Penalty: 4352.365723
	Iteration 43F: 3 clusters Score -804192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -343839.343750 Penalty: 1968.557495
	Iteration 0F: 2 clusters Score -343839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -340690.343750 Penalty: 3937.114990
	Iteration 0F: 3 clusters Score -340690.3 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341310.125000 Penalty: 3937.114990
	Iteration 1F: 3 clusters Score -341310.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341501.812500 Penalty: 3937.114990
	Iteration 2F: 3 clusters Score -341501.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -341620.187500 Penalty: 3937.114990
	Iteration 3F: 3 clusters Score -341620.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -341704.718750 Penalty: 3937.114990
	Iteration 4Q: 3 clusters Score -341704.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -341770.250000 Penalty: 3937.114990
	Iteration 5Q: 3 clusters Score -341770.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -341823.375000 Penalty: 3937.114990
	Iteration 6Q: 3 clusters Score -341823.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -341871.812500 Penalty: 3937.114990
	Iteration 7Q: 3 clusters Score -341871.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -341925.031250 Penalty: 3937.114990
	Iteration 8Q: 3 clusters Score -341925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -341974.562500 Penalty: 3937.114990
	Iteration 9Q: 3 clusters Score -341974.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -342018.843750 Penalty: 3937.114990
	Iteration 10Q: 3 clusters Score -342018.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -342056.500000 Penalty: 3937.114990
	Iteration 11Q: 3 clusters Score -342056.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -342101.562500 Penalty: 3937.114990
	Iteration 12Q: 3 clusters Score -342101.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -342128.843750 Penalty: 3937.114990
	Iteration 13Q: 3 clusters Score -342128.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -342153.562500 Penalty: 3937.114990
	Iteration 14Q: 3 clusters Score -342153.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -342179.343750 Penalty: 3937.114990
	Iteration 15Q: 3 clusters Score -342179.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -342203.875000 Penalty: 3937.114990
	Iteration 16Q: 3 clusters Score -342203.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -342222.000000 Penalty: 3937.114990
	Iteration 17Q: 3 clusters Score -342222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -342232.531250 Penalty: 3937.114990
	Iteration 18Q: 3 clusters Score -342232.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -342242.562500 Penalty: 3937.114990
	Iteration 19Q: 3 clusters Score -342242.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -342250.625000 Penalty: 3937.114990
	Iteration 20F: 3 clusters Score -342250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -342260.000000 Penalty: 3937.114990
	Iteration 21Q: 3 clusters Score -342260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -342273.562500 Penalty: 3937.114990
	Iteration 22Q: 3 clusters Score -342273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -342283.406250 Penalty: 3937.114990
	Iteration 23Q: 3 clusters Score -342283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -342291.750000 Penalty: 3937.114990
	Iteration 24Q: 3 clusters Score -342291.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -342303.500000 Penalty: 3937.114990
	Iteration 25Q: 3 clusters Score -342303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -342309.687500 Penalty: 3937.114990
	Iteration 26Q: 3 clusters Score -342309.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -342316.531250 Penalty: 3937.114990
	Iteration 27Q: 3 clusters Score -342316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -342321.343750 Penalty: 3937.114990
	Iteration 28Q: 3 clusters Score -342321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342322.656250 Penalty: 3937.114990
	Iteration 29Q: 3 clusters Score -342322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -342323.843750 Penalty: 3937.114990
	Iteration 30Q: 3 clusters Score -342323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -342326.343750 Penalty: 3937.114990
	Iteration 31Q: 3 clusters Score -342326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -342328.593750 Penalty: 3937.114990
	Iteration 32Q: 3 clusters Score -342328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -342330.312500 Penalty: 3937.114990
	Iteration 33Q: 3 clusters Score -342330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -342332.531250 Penalty: 3937.114990
	Iteration 34Q: 3 clusters Score -342332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342333.343750 Penalty: 3937.114990
	Iteration 35Q: 3 clusters Score -342333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342334.281250 Penalty: 3937.114990
	Iteration 36Q: 3 clusters Score -342334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -342335.187500 Penalty: 3937.114990
	Iteration 37Q: 3 clusters Score -342335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -342335.937500 Penalty: 3937.114990
	Iteration 38Q: 3 clusters Score -342335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -342336.093750 Penalty: 3937.114990
	Iteration 39Q: 3 clusters Score -342336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -342336.093750 Penalty: 3937.114990
	Iteration 40F: 3 clusters Score -342336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Entering Unmasked Estep 
Score: -16739709.000000 Penalty: 2927.667236
	Iteration 0F: 2 clusters Score -1.673971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -16650292.000000 Penalty: 5855.334473
	Iteration 0F: 3 clusters Score -1.665029e+07 nChanged 63776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -16687177.000000 Penalty: 5855.334473
	Iteration 1F: 3 clusters Score -1.668718e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -16688222.000000 Penalty: 5855.334473
	Iteration 2Q: 3 clusters Score -1.668822e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -16689713.000000 Penalty: 5855.334473
	Iteration 3Q: 3 clusters Score -1.668971e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -16691913.000000 Penalty: 5855.334473
	Iteration 4Q: 3 clusters Score -1.669191e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -16695210.000000 Penalty: 5855.334473
	Iteration 5Q: 3 clusters Score -1.669521e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -16700511.000000 Penalty: 5855.334473
	Iteration 6F: 3 clusters Score -1.670051e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -16707957.000000 Penalty: 5855.334473
	Iteration 7F: 3 clusters Score -1.670796e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -16716861.000000 Penalty: 5855.334473
	Iteration 8F: 3 clusters Score -1.671686e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -16724199.000000 Penalty: 5855.334473
	Iteration 9F: 3 clusters Score -1.67242e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -16729381.000000 Penalty: 5855.334473
	Iteration 10Q: 3 clusters Score -1.672938e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 126205 members 
Entering Unmasked Estep 
Score: -16732880.000000 Penalty: 5855.334473
	Iteration 11Q: 3 clusters Score -1.673288e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -16734914.000000 Penalty: 5855.334473
	Iteration 12Q: 3 clusters Score -1.673491e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 129874 members 
Entering Unmasked Estep 
Score: -16735970.000000 Penalty: 5855.334473
	Iteration 13Q: 3 clusters Score -1.673597e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -16736613.000000 Penalty: 5855.334473
	Iteration 14Q: 3 clusters Score -1.673661e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -16737033.000000 Penalty: 5855.334473
	Iteration 15Q: 3 clusters Score -1.673703e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -16737240.000000 Penalty: 5855.334473
	Iteration 16Q: 3 clusters Score -1.673724e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16737357.000000 Penalty: 5855.334473
	Iteration 17Q: 3 clusters Score -1.673736e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -16737461.000000 Penalty: 5855.334473
	Iteration 18Q: 3 clusters Score -1.673746e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -16737495.000000 Penalty: 5855.334473
	Iteration 19Q: 3 clusters Score -1.67375e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -16737536.000000 Penalty: 5855.334473
	Iteration 20F: 3 clusters Score -1.673754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -16737549.000000 Penalty: 5855.334473
	Iteration 21Q: 3 clusters Score -1.673755e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 132268 members 
Entering Unmasked Estep 
Score: -16737598.000000 Penalty: 5855.334473
	Iteration 22Q: 3 clusters Score -1.67376e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -16737607.000000 Penalty: 5855.334473
	Iteration 23Q: 3 clusters Score -1.673761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -16737610.000000 Penalty: 5855.334473
	Iteration 24Q: 3 clusters Score -1.673761e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 132405 members 
Entering Unmasked Estep 
Score: -16737626.000000 Penalty: 5855.334473
	Iteration 25Q: 3 clusters Score -1.673763e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 132435 members 
Entering Unmasked Estep 
Score: -16737644.000000 Penalty: 5855.334473
	Iteration 26Q: 3 clusters Score -1.673764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -16737655.000000 Penalty: 5855.334473
	Iteration 27Q: 3 clusters Score -1.673766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -16737659.000000 Penalty: 5855.334473
	Iteration 28Q: 3 clusters Score -1.673766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -16737654.000000 Penalty: 5855.334473
	Iteration 29Q: 3 clusters Score -1.673765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -16737664.000000 Penalty: 5855.334473
	Iteration 30Q: 3 clusters Score -1.673766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -16737667.000000 Penalty: 5855.334473
	Iteration 31Q: 3 clusters Score -1.673767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -16737669.000000 Penalty: 5855.334473
	Iteration 32Q: 3 clusters Score -1.673767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -16737669.000000 Penalty: 5855.334473
	Iteration 33Q: 3 clusters Score -1.673767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 132501 members 
Entering Unmasked Estep 
Score: -16737662.000000 Penalty: 5855.334473
	Iteration 34Q: 3 clusters Score -1.673766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -16737663.000000 Penalty: 5855.334473
	Iteration 35Q: 3 clusters Score -1.673766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -16737659.000000 Penalty: 5855.334473
	Iteration 36Q: 3 clusters Score -1.673766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -16737667.000000 Penalty: 5855.334473
	Iteration 37Q: 3 clusters Score -1.673767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 132508 members 
Entering Unmasked Estep 
Score: -16737672.000000 Penalty: 5855.334473
	Iteration 38Q: 3 clusters Score -1.673767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -16737679.000000 Penalty: 5855.334473
	Iteration 39Q: 3 clusters Score -1.673768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -16737668.000000 Penalty: 5855.334473
	Iteration 40F: 3 clusters Score -1.673767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -16737672.000000 Penalty: 5855.334473
	Iteration 41Q: 3 clusters Score -1.673767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -16737668.000000 Penalty: 5855.334473
	Iteration 42Q: 3 clusters Score -1.673767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 132515 members 
Entering Unmasked Estep 
Score: -16737673.000000 Penalty: 5855.334473
	Iteration 43Q: 3 clusters Score -1.673767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -16737674.000000 Penalty: 5855.334473
	Iteration 44Q: 3 clusters Score -1.673767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -16737674.000000 Penalty: 5855.334473
	Iteration 45F: 3 clusters Score -1.673767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -141975.968750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -141976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139945.031250 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -139945 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140236.718750 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -140236.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140314.890625 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -140314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140378.281250 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -140378.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140404.609375 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -140404.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140421.687500 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -140421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140439.656250 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -140439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140446.500000 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -140446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140453.062500 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -140453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140456.718750 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -140456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140462.234375 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -140462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140465.843750 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -140465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140467.078125 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -140467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140467.078125 Penalty: 3501.996338
	Iteration 13F: 3 clusters Score -140467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -1128474.875000 Penalty: 2286.361816
	Iteration 0F: 2 clusters Score -1128475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1120765.125000 Penalty: 4572.723633
	Iteration 0F: 3 clusters Score -1120765 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1123109.250000 Penalty: 4572.723633
	Iteration 1F: 3 clusters Score -1123109 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1123468.125000 Penalty: 4572.723633
	Iteration 2F: 3 clusters Score -1123468 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1123749.000000 Penalty: 4572.723633
	Iteration 3F: 3 clusters Score -1123749 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1123985.000000 Penalty: 4572.723633
	Iteration 4Q: 3 clusters Score -1123985 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1124239.500000 Penalty: 4572.723633
	Iteration 5Q: 3 clusters Score -1124240 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1124509.500000 Penalty: 4572.723633
	Iteration 6Q: 3 clusters Score -1124510 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1124760.875000 Penalty: 4572.723633
	Iteration 7Q: 3 clusters Score -1124761 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1125038.250000 Penalty: 4572.723633
	Iteration 8Q: 3 clusters Score -1125038 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1125374.500000 Penalty: 4572.723633
	Iteration 9Q: 3 clusters Score -1125374 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1125686.750000 Penalty: 4572.723633
	Iteration 10Q: 3 clusters Score -1125687 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1125938.750000 Penalty: 4572.723633
	Iteration 11Q: 3 clusters Score -1125939 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1126185.125000 Penalty: 4572.723633
	Iteration 12Q: 3 clusters Score -1126185 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1126409.250000 Penalty: 4572.723633
	Iteration 13Q: 3 clusters Score -1126409 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1126580.125000 Penalty: 4572.723633
	Iteration 14Q: 3 clusters Score -1126580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1126677.125000 Penalty: 4572.723633
	Iteration 15Q: 3 clusters Score -1126677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1126740.625000 Penalty: 4572.723633
	Iteration 16Q: 3 clusters Score -1126741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1126778.375000 Penalty: 4572.723633
	Iteration 17Q: 3 clusters Score -1126778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1126804.375000 Penalty: 4572.723633
	Iteration 18Q: 3 clusters Score -1126804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1126823.250000 Penalty: 4572.723633
	Iteration 19Q: 3 clusters Score -1126823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1126840.750000 Penalty: 4572.723633
	Iteration 20F: 3 clusters Score -1126841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1126847.125000 Penalty: 4572.723633
	Iteration 21Q: 3 clusters Score -1126847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1126855.875000 Penalty: 4572.723633
	Iteration 22Q: 3 clusters Score -1126856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1126860.750000 Penalty: 4572.723633
	Iteration 23Q: 3 clusters Score -1126861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1126866.875000 Penalty: 4572.723633
	Iteration 24Q: 3 clusters Score -1126867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1126871.250000 Penalty: 4572.723633
	Iteration 25Q: 3 clusters Score -1126871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1126873.250000 Penalty: 4572.723633
	Iteration 26Q: 3 clusters Score -1126873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1126873.875000 Penalty: 4572.723633
	Iteration 27Q: 3 clusters Score -1126874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1126873.875000 Penalty: 4572.723633
	Iteration 28Q: 3 clusters Score -1126874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1126874.625000 Penalty: 4572.723633
	Iteration 29Q: 3 clusters Score -1126875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1126874.625000 Penalty: 4572.723633
	Iteration 30F: 3 clusters Score -1126875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Entering Unmasked Estep 
Score: -4673314.000000 Penalty: 2612.659912
	Iteration 0F: 2 clusters Score -4673314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4647766.500000 Penalty: 5225.319824
	Iteration 0F: 3 clusters Score -4647766 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4657060.000000 Penalty: 5225.319824
	Iteration 1F: 3 clusters Score -4657060 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4657608.500000 Penalty: 5225.319824
	Iteration 2Q: 3 clusters Score -4657608 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4658169.500000 Penalty: 5225.319824
	Iteration 3Q: 3 clusters Score -4658170 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4658855.000000 Penalty: 5225.319824
	Iteration 4Q: 3 clusters Score -4658855 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4659660.000000 Penalty: 5225.319824
	Iteration 5Q: 3 clusters Score -4659660 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4660932.500000 Penalty: 5225.319824
	Iteration 6F: 3 clusters Score -4660932 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4662765.500000 Penalty: 5225.319824
	Iteration 7F: 3 clusters Score -4662766 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4664953.000000 Penalty: 5225.319824
	Iteration 8F: 3 clusters Score -4664953 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4667101.000000 Penalty: 5225.319824
	Iteration 9F: 3 clusters Score -4667101 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4668844.000000 Penalty: 5225.319824
	Iteration 10Q: 3 clusters Score -4668844 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4670094.000000 Penalty: 5225.319824
	Iteration 11Q: 3 clusters Score -4670094 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4670916.500000 Penalty: 5225.319824
	Iteration 12Q: 3 clusters Score -4670916 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4671415.000000 Penalty: 5225.319824
	Iteration 13Q: 3 clusters Score -4671415 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4671731.500000 Penalty: 5225.319824
	Iteration 14Q: 3 clusters Score -4671732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4671952.500000 Penalty: 5225.319824
	Iteration 15Q: 3 clusters Score -4671952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4672104.000000 Penalty: 5225.319824
	Iteration 16Q: 3 clusters Score -4672104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4672189.500000 Penalty: 5225.319824
	Iteration 17Q: 3 clusters Score -4672190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4672250.500000 Penalty: 5225.319824
	Iteration 18Q: 3 clusters Score -4672250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4672275.500000 Penalty: 5225.319824
	Iteration 19Q: 3 clusters Score -4672276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4672287.500000 Penalty: 5225.319824
	Iteration 20F: 3 clusters Score -4672288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4672298.500000 Penalty: 5225.319824
	Iteration 21Q: 3 clusters Score -4672298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4672307.500000 Penalty: 5225.319824
	Iteration 22Q: 3 clusters Score -4672308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4672305.500000 Penalty: 5225.319824
	Iteration 23Q: 3 clusters Score -4672306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4672299.500000 Penalty: 5225.319824
	Iteration 24Q: 3 clusters Score -4672300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4672304.500000 Penalty: 5225.319824
	Iteration 25Q: 3 clusters Score -4672304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4672297.000000 Penalty: 5225.319824
	Iteration 26Q: 3 clusters Score -4672297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4672297.500000 Penalty: 5225.319824
	Iteration 27Q: 3 clusters Score -4672298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4672293.000000 Penalty: 5225.319824
	Iteration 28Q: 3 clusters Score -4672293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4672289.000000 Penalty: 5225.319824
	Iteration 29Q: 3 clusters Score -4672289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4672291.500000 Penalty: 5225.319824
	Iteration 30Q: 3 clusters Score -4672292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4672287.500000 Penalty: 5225.319824
	Iteration 31Q: 3 clusters Score -4672288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4672292.500000 Penalty: 5225.319824
	Iteration 32Q: 3 clusters Score -4672292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4672292.500000 Penalty: 5225.319824
	Iteration 33F: 3 clusters Score -4672292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Entering Unmasked Estep 
Score: -4352770.500000 Penalty: 2592.757568
	Iteration 0F: 2 clusters Score -4352770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4329280.000000 Penalty: 5185.515137
	Iteration 0F: 3 clusters Score -4329280 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4338166.500000 Penalty: 5185.515137
	Iteration 1F: 3 clusters Score -4338166 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4339083.000000 Penalty: 5185.515137
	Iteration 2F: 3 clusters Score -4339083 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4339970.000000 Penalty: 5185.515137
	Iteration 3F: 3 clusters Score -4339970 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4340829.000000 Penalty: 5185.515137
	Iteration 4F: 3 clusters Score -4340829 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4341721.000000 Penalty: 5185.515137
	Iteration 5F: 3 clusters Score -4341721 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4342661.000000 Penalty: 5185.515137
	Iteration 6Q: 3 clusters Score -4342661 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4343650.000000 Penalty: 5185.515137
	Iteration 7Q: 3 clusters Score -4343650 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4344694.000000 Penalty: 5185.515137
	Iteration 8Q: 3 clusters Score -4344694 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4345813.000000 Penalty: 5185.515137
	Iteration 9Q: 3 clusters Score -4345813 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4346722.500000 Penalty: 5185.515137
	Iteration 10Q: 3 clusters Score -4346722 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4347518.000000 Penalty: 5185.515137
	Iteration 11Q: 3 clusters Score -4347518 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -4348106.500000 Penalty: 5185.515137
	Iteration 12Q: 3 clusters Score -4348106 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4348639.000000 Penalty: 5185.515137
	Iteration 13Q: 3 clusters Score -4348639 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4349059.500000 Penalty: 5185.515137
	Iteration 14Q: 3 clusters Score -4349060 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4349436.000000 Penalty: 5185.515137
	Iteration 15Q: 3 clusters Score -4349436 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4349797.500000 Penalty: 5185.515137
	Iteration 16Q: 3 clusters Score -4349798 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4350136.000000 Penalty: 5185.515137
	Iteration 17Q: 3 clusters Score -4350136 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4350535.500000 Penalty: 5185.515137
	Iteration 18Q: 3 clusters Score -4350536 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4350902.500000 Penalty: 5185.515137
	Iteration 19Q: 3 clusters Score -4350902 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4351245.000000 Penalty: 5185.515137
	Iteration 20F: 3 clusters Score -4351245 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4351564.500000 Penalty: 5185.515137
	Iteration 21Q: 3 clusters Score -4351564 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4351795.000000 Penalty: 5185.515137
	Iteration 22Q: 3 clusters Score -4351795 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4351881.500000 Penalty: 5185.515137
	Iteration 23Q: 3 clusters Score -4351882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4351921.000000 Penalty: 5185.515137
	Iteration 24Q: 3 clusters Score -4351921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4351930.500000 Penalty: 5185.515137
	Iteration 25Q: 3 clusters Score -4351930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4351933.500000 Penalty: 5185.515137
	Iteration 26Q: 3 clusters Score -4351934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4351947.500000 Penalty: 5185.515137
	Iteration 27Q: 3 clusters Score -4351948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4351958.000000 Penalty: 5185.515137
	Iteration 28Q: 3 clusters Score -4351958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4351964.000000 Penalty: 5185.515137
	Iteration 29Q: 3 clusters Score -4351964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4351978.000000 Penalty: 5185.515137
	Iteration 30Q: 3 clusters Score -4351978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4351979.000000 Penalty: 5185.515137
	Iteration 31Q: 3 clusters Score -4351979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4351985.000000 Penalty: 5185.515137
	Iteration 32Q: 3 clusters Score -4351985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4351993.500000 Penalty: 5185.515137
	Iteration 33Q: 3 clusters Score -4351994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4351995.500000 Penalty: 5185.515137
	Iteration 34Q: 3 clusters Score -4351996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4351996.000000 Penalty: 5185.515137
	Iteration 35Q: 3 clusters Score -4351996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4351995.000000 Penalty: 5185.515137
	Iteration 36Q: 3 clusters Score -4351995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4351995.000000 Penalty: 5185.515137
	Iteration 37Q: 3 clusters Score -4351995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4351994.000000 Penalty: 5185.515137
	Iteration 38Q: 3 clusters Score -4351994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4351994.500000 Penalty: 5185.515137
	Iteration 39Q: 3 clusters Score -4351994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4351997.000000 Penalty: 5185.515137
	Iteration 40F: 3 clusters Score -4351997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -784049.812500 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -784049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -778730.750000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -778730.8 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -780124.687500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -780124.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -780418.375000 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -780418.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -780607.937500 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -780607.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -780770.500000 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -780770.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -780917.875000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -780917.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -781046.937500 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -781046.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -781160.250000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -781160.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -781267.000000 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -781267 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -781355.812500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -781355.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -781451.312500 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -781451.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -781550.062500 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -781550.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -781644.750000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -781644.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -781758.000000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -781758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -781860.187500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -781860.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -781961.875000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -781961.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -782052.687500 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -782052.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -782127.312500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -782127.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -782174.312500 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -782174.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -782207.000000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -782207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -782238.437500 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -782238.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -782279.437500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -782279.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -782312.875000 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -782312.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -782335.125000 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -782335.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -782349.125000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -782349.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -782362.312500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -782362.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -782376.062500 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -782376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -782384.812500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -782384.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -782394.375000 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -782394.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -782414.562500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -782414.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -782436.375000 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -782436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -782454.250000 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -782454.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -782473.250000 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -782473.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -782492.875000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -782492.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -782525.187500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -782525.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -782564.500000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -782564.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -782616.500000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -782616.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -782662.562500 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -782662.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -782696.812500 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -782696.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -782726.687500 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -782726.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -782749.625000 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -782749.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -782773.562500 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -782773.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -782802.812500 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -782802.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -782824.437500 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -782824.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -782840.062500 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -782840.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -782850.625000 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -782850.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -782867.750000 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -782867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -782879.187500 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -782879.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -782893.562500 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -782893.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -782903.937500 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -782903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -782911.187500 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -782911.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -782918.937500 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -782918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -782929.625000 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -782929.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -782941.812500 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -782941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -782951.437500 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -782951.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -782955.875000 Penalty: 4346.893066
	Iteration 55Q: 3 clusters Score -782955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -782959.250000 Penalty: 4346.893066
	Iteration 56Q: 3 clusters Score -782959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -782963.125000 Penalty: 4346.893066
	Iteration 57Q: 3 clusters Score -782963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -782967.125000 Penalty: 4346.893066
	Iteration 58Q: 3 clusters Score -782967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -782968.062500 Penalty: 4346.893066
	Iteration 59Q: 3 clusters Score -782968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -782968.687500 Penalty: 4346.893066
	Iteration 60F: 3 clusters Score -782968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -782969.937500 Penalty: 4346.893066
	Iteration 61Q: 3 clusters Score -782969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -782971.812500 Penalty: 4346.893066
	Iteration 62Q: 3 clusters Score -782971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -782973.812500 Penalty: 4346.893066
	Iteration 63Q: 3 clusters Score -782973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -782977.187500 Penalty: 4346.893066
	Iteration 64Q: 3 clusters Score -782977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -782978.500000 Penalty: 4346.893066
	Iteration 65Q: 3 clusters Score -782978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -782978.437500 Penalty: 4346.893066
	Iteration 66Q: 3 clusters Score -782978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -782980.625000 Penalty: 4346.893066
	Iteration 67Q: 3 clusters Score -782980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -782981.125000 Penalty: 4346.893066
	Iteration 68Q: 3 clusters Score -782981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -782980.312500 Penalty: 4346.893066
	Iteration 69Q: 3 clusters Score -782980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -782980.312500 Penalty: 4346.893066
	Iteration 70F: 3 clusters Score -782980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -851563.000000 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -851563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -845709.937500 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -845709.9 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -847175.125000 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -847175.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -847440.750000 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -847440.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -847624.125000 Penalty: 4393.468750
	Iteration 3F: 3 clusters Score -847624.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -847786.437500 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -847786.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -847955.625000 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -847955.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -848119.687500 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -848119.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -848278.312500 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -848278.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -848430.187500 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -848430.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -848590.875000 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -848590.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -848735.062500 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -848735.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -848890.000000 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -848890 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -849032.187500 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -849032.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -849154.375000 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -849154.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -849240.625000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -849240.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -849306.125000 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -849306.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -849369.187500 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -849369.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -849417.812500 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -849417.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -849462.562500 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -849462.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -849491.125000 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -849491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -849519.062500 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -849519.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -849545.000000 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -849545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -849562.875000 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -849562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -849575.500000 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -849575.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -849586.187500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -849586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -849597.375000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -849597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -849608.562500 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -849608.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -849619.750000 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -849619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -849634.750000 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -849634.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -849643.875000 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -849643.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -849659.687500 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -849659.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -849673.625000 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -849673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -849686.437500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -849686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -849695.875000 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -849695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -849704.937500 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -849704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -849708.062500 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -849708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -849710.312500 Penalty: 4393.468750
	Iteration 36Q: 3 clusters Score -849710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -849710.312500 Penalty: 4393.468750
	Iteration 37F: 3 clusters Score -849710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (240772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240772 members 
Entering Unmasked Estep 
Score: -30223646.000000 Penalty: 3073.118164
	Iteration 0F: 2 clusters Score -3.022365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 120702 members 
Entering Unmasked Estep 
Score: -30080656.000000 Penalty: 6146.236328
	Iteration 0F: 3 clusters Score -3.008066e+07 nChanged 116062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -30148236.000000 Penalty: 6146.236328
	Iteration 1F: 3 clusters Score -3.014824e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -30149548.000000 Penalty: 6146.236328
	Iteration 2Q: 3 clusters Score -3.014955e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -30151960.000000 Penalty: 6146.236328
	Iteration 3Q: 3 clusters Score -3.015196e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -30156652.000000 Penalty: 6146.236328
	Iteration 4Q: 3 clusters Score -3.015665e+07 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -30165156.000000 Penalty: 6146.236328
	Iteration 5F: 3 clusters Score -3.016516e+07 nChanged 20166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 182660 members 
Entering Unmasked Estep 
Score: -30178808.000000 Penalty: 6146.236328
	Iteration 6F: 3 clusters Score -3.017881e+07 nChanged 22563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 205119 members 
Entering Unmasked Estep 
Score: -30195898.000000 Penalty: 6146.236328
	Iteration 7F: 3 clusters Score -3.01959e+07 nChanged 18153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 223220 members 
Entering Unmasked Estep 
Score: -30209034.000000 Penalty: 6146.236328
	Iteration 8F: 3 clusters Score -3.020903e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 233541 members 
Entering Unmasked Estep 
Score: -30215884.000000 Penalty: 6146.236328
	Iteration 9Q: 3 clusters Score -3.021588e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 237942 members 
Entering Unmasked Estep 
Score: -30218776.000000 Penalty: 6146.236328
	Iteration 10Q: 3 clusters Score -3.021878e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 239486 members 
Entering Unmasked Estep 
Score: -30220116.000000 Penalty: 6146.236328
	Iteration 11Q: 3 clusters Score -3.022012e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 239997 members 
Entering Unmasked Estep 
Score: -30220550.000000 Penalty: 6146.236328
	Iteration 12Q: 3 clusters Score -3.022055e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 240184 members 
Entering Unmasked Estep 
Score: -30220750.000000 Penalty: 6146.236328
	Iteration 13Q: 3 clusters Score -3.022075e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 240259 members 
Entering Unmasked Estep 
Score: -30220906.000000 Penalty: 6146.236328
	Iteration 14Q: 3 clusters Score -3.022091e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 240301 members 
Entering Unmasked Estep 
Score: -30220974.000000 Penalty: 6146.236328
	Iteration 15Q: 3 clusters Score -3.022097e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 240311 members 
Entering Unmasked Estep 
Score: -30220996.000000 Penalty: 6146.236328
	Iteration 16Q: 3 clusters Score -3.0221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 240320 members 
Entering Unmasked Estep 
Score: -30221032.000000 Penalty: 6146.236328
	Iteration 17Q: 3 clusters Score -3.022103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 240322 members 
Entering Unmasked Estep 
Score: -30221062.000000 Penalty: 6146.236328
	Iteration 18Q: 3 clusters Score -3.022106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 240328 members 
Entering Unmasked Estep 
Score: -30221078.000000 Penalty: 6146.236328
	Iteration 19Q: 3 clusters Score -3.022108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 240330 members 
Entering Unmasked Estep 
Score: -30221114.000000 Penalty: 6146.236328
	Iteration 20F: 3 clusters Score -3.022111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 240336 members 
Entering Unmasked Estep 
Score: -30221136.000000 Penalty: 6146.236328
	Iteration 21Q: 3 clusters Score -3.022114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -30221164.000000 Penalty: 6146.236328
	Iteration 22Q: 3 clusters Score -3.022116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 240346 members 
Entering Unmasked Estep 
Score: -30221174.000000 Penalty: 6146.236328
	Iteration 23Q: 3 clusters Score -3.022117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 240350 members 
Entering Unmasked Estep 
Score: -30221186.000000 Penalty: 6146.236328
	Iteration 24Q: 3 clusters Score -3.022119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240348 members 
Entering Unmasked Estep 
Score: -30221198.000000 Penalty: 6146.236328
	Iteration 25Q: 3 clusters Score -3.02212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 240349 members 
Entering Unmasked Estep 
Score: -30221216.000000 Penalty: 6146.236328
	Iteration 26Q: 3 clusters Score -3.022122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 240353 members 
Entering Unmasked Estep 
Score: -30221228.000000 Penalty: 6146.236328
	Iteration 27Q: 3 clusters Score -3.022123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 240353 members 
Entering Unmasked Estep 
Score: -30221222.000000 Penalty: 6146.236328
	Iteration 28Q: 3 clusters Score -3.022122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 240350 members 
Entering Unmasked Estep 
Score: -30221228.000000 Penalty: 6146.236328
	Iteration 29Q: 3 clusters Score -3.022123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240354 members 
Entering Unmasked Estep 
Score: -30221236.000000 Penalty: 6146.236328
	Iteration 30Q: 3 clusters Score -3.022124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 240355 members 
Entering Unmasked Estep 
Score: -30221242.000000 Penalty: 6146.236328
	Iteration 31Q: 3 clusters Score -3.022124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240354 members 
Entering Unmasked Estep 
Score: -30221232.000000 Penalty: 6146.236328
	Iteration 32Q: 3 clusters Score -3.022123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 240355 members 
Entering Unmasked Estep 
Score: -30221232.000000 Penalty: 6146.236328
	Iteration 33Q: 3 clusters Score -3.022123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240357 members 
Entering Unmasked Estep 
Score: -30221234.000000 Penalty: 6146.236328
	Iteration 34Q: 3 clusters Score -3.022123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -30221256.000000 Penalty: 6146.236328
	Iteration 35Q: 3 clusters Score -3.022126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -30221256.000000 Penalty: 6146.236328
	Iteration 36Q: 3 clusters Score -3.022126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 240358 members 
Entering Unmasked Estep 
Score: -30221264.000000 Penalty: 6146.236328
	Iteration 37Q: 3 clusters Score -3.022126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240357 members 
Entering Unmasked Estep 
Score: -30221254.000000 Penalty: 6146.236328
	Iteration 38Q: 3 clusters Score -3.022125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240357 members 
Entering Unmasked Estep 
Score: -30221254.000000 Penalty: 6146.236328
	Iteration 39F: 3 clusters Score -3.022125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -199552.609375 Penalty: 1781.599976
	Iteration 0F: 2 clusters Score -199552.6 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 655 members 
Entering Unmasked Estep 
Score: -197416.171875 Penalty: 3563.199951
	Iteration 0F: 3 clusters Score -197416.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -197949.484375 Penalty: 3563.199951
	Iteration 1F: 3 clusters Score -197949.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -198318.234375 Penalty: 3563.199951
	Iteration 2F: 3 clusters Score -198318.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -198734.531250 Penalty: 3563.199951
	Iteration 3F: 3 clusters Score -198734.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -199144.718750 Penalty: 3563.199951
	Iteration 4F: 3 clusters Score -199144.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -199404.531250 Penalty: 3563.199951
	Iteration 5F: 3 clusters Score -199404.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -199581.171875 Penalty: 3563.199951
	Iteration 6Q: 3 clusters Score -199581.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -199631.906250 Penalty: 3563.199951
	Iteration 7Q: 3 clusters Score -199631.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -199787.609375 Penalty: 3563.199951
	Iteration 8Q: 3 clusters Score -199787.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -199856.078125 Penalty: 3563.199951
	Iteration 9Q: 3 clusters Score -199856.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199885.640625 Penalty: 3563.199951
	Iteration 10Q: 3 clusters Score -199885.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -199964.515625 Penalty: 3563.199951
	Iteration 11Q: 3 clusters Score -199964.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -200112.437500 Penalty: 3563.199951
	Iteration 12Q: 3 clusters Score -200112.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -200211.421875 Penalty: 3563.199951
	Iteration 13Q: 3 clusters Score -200211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -200238.671875 Penalty: 3563.199951
	Iteration 14Q: 3 clusters Score -200238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -200251.968750 Penalty: 3563.199951
	Iteration 15Q: 3 clusters Score -200252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -200214.406250 Penalty: 3563.199951
	Iteration 16Q: 3 clusters Score -200214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200260.781250 Penalty: 3563.199951
	Iteration 17Q: 3 clusters Score -200260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -200233.312500 Penalty: 3563.199951
	Iteration 18Q: 3 clusters Score -200233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -200247.343750 Penalty: 3563.199951
	Iteration 19Q: 3 clusters Score -200247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -200248.281250 Penalty: 3563.199951
	Iteration 20F: 3 clusters Score -200248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200272.890625 Penalty: 3563.199951
	Iteration 21Q: 3 clusters Score -200272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200277.531250 Penalty: 3563.199951
	Iteration 22Q: 3 clusters Score -200277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200277.531250 Penalty: 3563.199951
	Iteration 23F: 3 clusters Score -200277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 647 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 671 members 
Entering Unmasked Estep 
Score: -134497472.000000 Penalty: 262415.750000
Splitting cluster 14 changes total score from -134498512.000000 to -134497472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1709205.750000 Penalty: 2362.942627
	Iteration 0F: 2 clusters Score -1709206 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 6866 members 
Entering Unmasked Estep 
Score: -1699115.750000 Penalty: 4725.885254
	Iteration 0F: 3 clusters Score -1699116 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1702290.500000 Penalty: 4725.885254
	Iteration 1F: 3 clusters Score -1702290 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1702598.250000 Penalty: 4725.885254
	Iteration 2F: 3 clusters Score -1702598 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1702821.000000 Penalty: 4725.885254
	Iteration 3Q: 3 clusters Score -1702821 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1703013.500000 Penalty: 4725.885254
	Iteration 4Q: 3 clusters Score -1703014 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1703155.125000 Penalty: 4725.885254
	Iteration 5Q: 3 clusters Score -1703155 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1703273.500000 Penalty: 4725.885254
	Iteration 6Q: 3 clusters Score -1703274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1703359.500000 Penalty: 4725.885254
	Iteration 7Q: 3 clusters Score -1703360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1703436.375000 Penalty: 4725.885254
	Iteration 8Q: 3 clusters Score -1703436 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1703517.625000 Penalty: 4725.885254
	Iteration 9Q: 3 clusters Score -1703518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1703601.500000 Penalty: 4725.885254
	Iteration 10Q: 3 clusters Score -1703602 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1703703.500000 Penalty: 4725.885254
	Iteration 11Q: 3 clusters Score -1703704 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1703835.500000 Penalty: 4725.885254
	Iteration 12Q: 3 clusters Score -1703836 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1704024.000000 Penalty: 4725.885254
	Iteration 13Q: 3 clusters Score -1704024 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1704276.000000 Penalty: 4725.885254
	Iteration 14Q: 3 clusters Score -1704276 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1704575.500000 Penalty: 4725.885254
	Iteration 15Q: 3 clusters Score -1704576 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1704935.625000 Penalty: 4725.885254
	Iteration 16Q: 3 clusters Score -1704936 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1705328.125000 Penalty: 4725.885254
	Iteration 17Q: 3 clusters Score -1705328 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1705699.125000 Penalty: 4725.885254
	Iteration 18Q: 3 clusters Score -1705699 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1705994.500000 Penalty: 4725.885254
	Iteration 19Q: 3 clusters Score -1705994 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1706234.750000 Penalty: 4725.885254
	Iteration 20F: 3 clusters Score -1706235 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1706441.125000 Penalty: 4725.885254
	Iteration 21Q: 3 clusters Score -1706441 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1706597.250000 Penalty: 4725.885254
	Iteration 22Q: 3 clusters Score -1706597 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1706727.375000 Penalty: 4725.885254
	Iteration 23Q: 3 clusters Score -1706727 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1706828.500000 Penalty: 4725.885254
	Iteration 24Q: 3 clusters Score -1706828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1706915.625000 Penalty: 4725.885254
	Iteration 25Q: 3 clusters Score -1706916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1706995.500000 Penalty: 4725.885254
	Iteration 26Q: 3 clusters Score -1706996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1707039.875000 Penalty: 4725.885254
	Iteration 27Q: 3 clusters Score -1707040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1707085.500000 Penalty: 4725.885254
	Iteration 28Q: 3 clusters Score -1707086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1707128.250000 Penalty: 4725.885254
	Iteration 29Q: 3 clusters Score -1707128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1707161.250000 Penalty: 4725.885254
	Iteration 30Q: 3 clusters Score -1707161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1707182.875000 Penalty: 4725.885254
	Iteration 31Q: 3 clusters Score -1707183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1707205.500000 Penalty: 4725.885254
	Iteration 32Q: 3 clusters Score -1707206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1707215.250000 Penalty: 4725.885254
	Iteration 33Q: 3 clusters Score -1707215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1707236.750000 Penalty: 4725.885254
	Iteration 34Q: 3 clusters Score -1707237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1707268.000000 Penalty: 4725.885254
	Iteration 35Q: 3 clusters Score -1707268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1707288.750000 Penalty: 4725.885254
	Iteration 36Q: 3 clusters Score -1707289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1707306.250000 Penalty: 4725.885254
	Iteration 37Q: 3 clusters Score -1707306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1707332.625000 Penalty: 4725.885254
	Iteration 38Q: 3 clusters Score -1707333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1707354.625000 Penalty: 4725.885254
	Iteration 39Q: 3 clusters Score -1707355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1707375.500000 Penalty: 4725.885254
	Iteration 40F: 3 clusters Score -1707376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1707391.000000 Penalty: 4725.885254
	Iteration 41Q: 3 clusters Score -1707391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1707404.000000 Penalty: 4725.885254
	Iteration 42Q: 3 clusters Score -1707404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1707415.625000 Penalty: 4725.885254
	Iteration 43Q: 3 clusters Score -1707416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1707422.500000 Penalty: 4725.885254
	Iteration 44Q: 3 clusters Score -1707422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1707429.375000 Penalty: 4725.885254
	Iteration 45Q: 3 clusters Score -1707429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1707428.250000 Penalty: 4725.885254
	Iteration 46Q: 3 clusters Score -1707428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1707434.500000 Penalty: 4725.885254
	Iteration 47Q: 3 clusters Score -1707434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1707437.875000 Penalty: 4725.885254
	Iteration 48Q: 3 clusters Score -1707438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1707439.625000 Penalty: 4725.885254
	Iteration 49Q: 3 clusters Score -1707440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1707440.250000 Penalty: 4725.885254
	Iteration 50Q: 3 clusters Score -1707440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1707440.000000 Penalty: 4725.885254
	Iteration 51Q: 3 clusters Score -1707440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1707436.875000 Penalty: 4725.885254
	Iteration 52Q: 3 clusters Score -1707437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1707436.875000 Penalty: 4725.885254
	Iteration 53F: 3 clusters Score -1707437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -264640.062500 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -264640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -261875.062500 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -261875.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -262384.531250 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -262384.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -262489.968750 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -262490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -262545.250000 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -262545.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -262599.625000 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -262599.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -262633.750000 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -262633.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -262658.875000 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -262658.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262688.218750 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -262688.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -262716.906250 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -262716.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -262741.875000 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -262741.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -262771.656250 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -262771.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262803.531250 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -262803.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -262836.843750 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -262836.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -262867.406250 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -262867.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -262901.062500 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -262901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -262924.468750 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -262924.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -262950.250000 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -262950.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -262981.968750 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -262982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263005.750000 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -263005.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263025.750000 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -263025.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -263040.906250 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -263040.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263059.750000 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -263059.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -263071.562500 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -263071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -263078.125000 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -263078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263082.593750 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -263082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263086.281250 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -263086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -263092.687500 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -263092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -263097.312500 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -263097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -263102.937500 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -263102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263110.562500 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -263110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263117.968750 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -263118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263123.968750 Penalty: 3813.700928
	Iteration 31Q: 3 clusters Score -263124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263127.906250 Penalty: 3813.700928
	Iteration 32Q: 3 clusters Score -263127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263134.156250 Penalty: 3813.700928
	Iteration 33Q: 3 clusters Score -263134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263143.437500 Penalty: 3813.700928
	Iteration 34Q: 3 clusters Score -263143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -263152.250000 Penalty: 3813.700928
	Iteration 35Q: 3 clusters Score -263152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263160.500000 Penalty: 3813.700928
	Iteration 36Q: 3 clusters Score -263160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263164.593750 Penalty: 3813.700928
	Iteration 37Q: 3 clusters Score -263164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263166.062500 Penalty: 3813.700928
	Iteration 38Q: 3 clusters Score -263166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263166.062500 Penalty: 3813.700928
	Iteration 39F: 3 clusters Score -263166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -3245391.250000 Penalty: 2526.247803
	Iteration 0F: 2 clusters Score -3245391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3227243.750000 Penalty: 5052.495605
	Iteration 0F: 3 clusters Score -3227244 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3233557.750000 Penalty: 5052.495605
	Iteration 1F: 3 clusters Score -3233558 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3234152.750000 Penalty: 5052.495605
	Iteration 2F: 3 clusters Score -3234153 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3234882.000000 Penalty: 5052.495605
	Iteration 3F: 3 clusters Score -3234882 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3235915.250000 Penalty: 5052.495605
	Iteration 4F: 3 clusters Score -3235915 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3237211.250000 Penalty: 5052.495605
	Iteration 5F: 3 clusters Score -3237211 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3238561.250000 Penalty: 5052.495605
	Iteration 6F: 3 clusters Score -3238561 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3239777.250000 Penalty: 5052.495605
	Iteration 7F: 3 clusters Score -3239777 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3240861.250000 Penalty: 5052.495605
	Iteration 8F: 3 clusters Score -3240861 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3241816.000000 Penalty: 5052.495605
	Iteration 9Q: 3 clusters Score -3241816 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3242478.250000 Penalty: 5052.495605
	Iteration 10Q: 3 clusters Score -3242478 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3242915.750000 Penalty: 5052.495605
	Iteration 11Q: 3 clusters Score -3242916 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3243234.500000 Penalty: 5052.495605
	Iteration 12Q: 3 clusters Score -3243234 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3243499.750000 Penalty: 5052.495605
	Iteration 13Q: 3 clusters Score -3243500 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3243752.250000 Penalty: 5052.495605
	Iteration 14Q: 3 clusters Score -3243752 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3243972.750000 Penalty: 5052.495605
	Iteration 15Q: 3 clusters Score -3243973 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3244158.500000 Penalty: 5052.495605
	Iteration 16Q: 3 clusters Score -3244158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3244318.250000 Penalty: 5052.495605
	Iteration 17Q: 3 clusters Score -3244318 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3244451.250000 Penalty: 5052.495605
	Iteration 18Q: 3 clusters Score -3244451 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3244549.500000 Penalty: 5052.495605
	Iteration 19Q: 3 clusters Score -3244550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3244605.250000 Penalty: 5052.495605
	Iteration 20F: 3 clusters Score -3244605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3244644.500000 Penalty: 5052.495605
	Iteration 21Q: 3 clusters Score -3244644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3244684.000000 Penalty: 5052.495605
	Iteration 22Q: 3 clusters Score -3244684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3244715.500000 Penalty: 5052.495605
	Iteration 23Q: 3 clusters Score -3244716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3244731.250000 Penalty: 5052.495605
	Iteration 24Q: 3 clusters Score -3244731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3244759.500000 Penalty: 5052.495605
	Iteration 25Q: 3 clusters Score -3244760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3244771.750000 Penalty: 5052.495605
	Iteration 26Q: 3 clusters Score -3244772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3244797.750000 Penalty: 5052.495605
	Iteration 27Q: 3 clusters Score -3244798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3244812.750000 Penalty: 5052.495605
	Iteration 28Q: 3 clusters Score -3244813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3244818.000000 Penalty: 5052.495605
	Iteration 29Q: 3 clusters Score -3244818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3244828.000000 Penalty: 5052.495605
	Iteration 30Q: 3 clusters Score -3244828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3244831.500000 Penalty: 5052.495605
	Iteration 31Q: 3 clusters Score -3244832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3244834.500000 Penalty: 5052.495605
	Iteration 32Q: 3 clusters Score -3244834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3244840.750000 Penalty: 5052.495605
	Iteration 33Q: 3 clusters Score -3244841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3244846.000000 Penalty: 5052.495605
	Iteration 34Q: 3 clusters Score -3244846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3244850.000000 Penalty: 5052.495605
	Iteration 35Q: 3 clusters Score -3244850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3244852.250000 Penalty: 5052.495605
	Iteration 36Q: 3 clusters Score -3244852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3244854.500000 Penalty: 5052.495605
	Iteration 37Q: 3 clusters Score -3244854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3244862.250000 Penalty: 5052.495605
	Iteration 38Q: 3 clusters Score -3244862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3244869.250000 Penalty: 5052.495605
	Iteration 39Q: 3 clusters Score -3244869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3244870.250000 Penalty: 5052.495605
	Iteration 40F: 3 clusters Score -3244870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3244865.750000 Penalty: 5052.495605
	Iteration 41Q: 3 clusters Score -3244866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3244864.750000 Penalty: 5052.495605
	Iteration 42Q: 3 clusters Score -3244865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3244869.250000 Penalty: 5052.495605
	Iteration 43Q: 3 clusters Score -3244869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3244866.250000 Penalty: 5052.495605
	Iteration 44Q: 3 clusters Score -3244866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3244867.500000 Penalty: 5052.495605
	Iteration 45Q: 3 clusters Score -3244868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3244865.250000 Penalty: 5052.495605
	Iteration 46Q: 3 clusters Score -3244865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3244866.250000 Penalty: 5052.495605
	Iteration 47Q: 3 clusters Score -3244866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3244865.750000 Penalty: 5052.495605
	Iteration 48Q: 3 clusters Score -3244866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3244865.750000 Penalty: 5052.495605
	Iteration 49F: 3 clusters Score -3244866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -269714.218750 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -269714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -266942.375000 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -266942.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -267434.375000 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -267434.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267585.656250 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -267585.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -267674.281250 Penalty: 3820.019531
	Iteration 3F: 3 clusters Score -267674.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -267727.000000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -267727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -267755.781250 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -267755.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267770.218750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -267770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -267782.031250 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -267782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -267789.531250 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -267789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -267796.906250 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -267796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -267804.562500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -267804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -267810.281250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -267810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -267815.750000 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -267815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -267827.125000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -267827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -267832.593750 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -267832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -267837.406250 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -267837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -267845.625000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -267845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -267854.656250 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -267854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -267864.468750 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -267864.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -267876.468750 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -267876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -267882.906250 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -267882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267888.687500 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -267888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -267896.218750 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -267896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267900.250000 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -267900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -267902.968750 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -267903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267905.468750 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -267905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -267908.343750 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -267908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -267912.406250 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -267912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -267916.250000 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -267916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267918.281250 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -267918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267920.093750 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -267920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -267920.250000 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -267920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -267920.250000 Penalty: 3820.019531
	Iteration 32F: 3 clusters Score -267920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -432792.593750 Penalty: 2036.245605
	Iteration 0F: 2 clusters Score -432792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429118.812500 Penalty: 4072.491211
	Iteration 0F: 3 clusters Score -429118.8 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -429967.843750 Penalty: 4072.491211
	Iteration 1F: 3 clusters Score -429967.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -430151.187500 Penalty: 4072.491211
	Iteration 2F: 3 clusters Score -430151.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -430268.218750 Penalty: 4072.491211
	Iteration 3Q: 3 clusters Score -430268.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -430349.968750 Penalty: 4072.491211
	Iteration 4Q: 3 clusters Score -430350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430410.937500 Penalty: 4072.491211
	Iteration 5Q: 3 clusters Score -430410.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430476.312500 Penalty: 4072.491211
	Iteration 6Q: 3 clusters Score -430476.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -430532.093750 Penalty: 4072.491211
	Iteration 7Q: 3 clusters Score -430532.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -430579.875000 Penalty: 4072.491211
	Iteration 8Q: 3 clusters Score -430579.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -430639.375000 Penalty: 4072.491211
	Iteration 9Q: 3 clusters Score -430639.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -430706.781250 Penalty: 4072.491211
	Iteration 10Q: 3 clusters Score -430706.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -430786.218750 Penalty: 4072.491211
	Iteration 11Q: 3 clusters Score -430786.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -430893.937500 Penalty: 4072.491211
	Iteration 12Q: 3 clusters Score -430893.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -431009.093750 Penalty: 4072.491211
	Iteration 13Q: 3 clusters Score -431009.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -431160.593750 Penalty: 4072.491211
	Iteration 14Q: 3 clusters Score -431160.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -431327.187500 Penalty: 4072.491211
	Iteration 15Q: 3 clusters Score -431327.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -431481.375000 Penalty: 4072.491211
	Iteration 16Q: 3 clusters Score -431481.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -431600.250000 Penalty: 4072.491211
	Iteration 17Q: 3 clusters Score -431600.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -431698.031250 Penalty: 4072.491211
	Iteration 18Q: 3 clusters Score -431698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -431794.750000 Penalty: 4072.491211
	Iteration 19Q: 3 clusters Score -431794.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -431882.031250 Penalty: 4072.491211
	Iteration 20F: 3 clusters Score -431882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -431959.562500 Penalty: 4072.491211
	Iteration 21Q: 3 clusters Score -431959.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -432018.375000 Penalty: 4072.491211
	Iteration 22Q: 3 clusters Score -432018.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432077.156250 Penalty: 4072.491211
	Iteration 23Q: 3 clusters Score -432077.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -432120.187500 Penalty: 4072.491211
	Iteration 24Q: 3 clusters Score -432120.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432142.250000 Penalty: 4072.491211
	Iteration 25Q: 3 clusters Score -432142.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -432154.687500 Penalty: 4072.491211
	Iteration 26Q: 3 clusters Score -432154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -432159.812500 Penalty: 4072.491211
	Iteration 27Q: 3 clusters Score -432159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432167.562500 Penalty: 4072.491211
	Iteration 28Q: 3 clusters Score -432167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432168.281250 Penalty: 4072.491211
	Iteration 29Q: 3 clusters Score -432168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432168.562500 Penalty: 4072.491211
	Iteration 30Q: 3 clusters Score -432168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -432169.750000 Penalty: 4072.491211
	Iteration 31Q: 3 clusters Score -432169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -432169.281250 Penalty: 4072.491211
	Iteration 32Q: 3 clusters Score -432169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432169.656250 Penalty: 4072.491211
	Iteration 33Q: 3 clusters Score -432169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -432170.593750 Penalty: 4072.491211
	Iteration 34Q: 3 clusters Score -432170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -432170.593750 Penalty: 4072.491211
	Iteration 35F: 3 clusters Score -432170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -874285.625000 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -874285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -868551.375000 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -868551.4 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -870064.937500 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -870064.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -870363.125000 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -870363.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -870590.625000 Penalty: 4394.877930
	Iteration 3F: 3 clusters Score -870590.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -870837.937500 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -870837.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -871061.312500 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -871061.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -871296.875000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -871296.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -871539.500000 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -871539.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -871757.937500 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -871757.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -871988.687500 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -871988.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -872228.750000 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -872228.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -872462.375000 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -872462.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -872683.812500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -872683.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -872852.250000 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -872852.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -872984.625000 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -872984.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -873080.687500 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -873080.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -873138.062500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -873138.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -873172.437500 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -873172.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -873199.500000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -873199.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -873222.437500 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -873222.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -873243.187500 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -873243.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -873261.937500 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -873261.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -873270.500000 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -873270.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -873273.812500 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -873273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -873278.125000 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -873278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -873283.437500 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -873283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -873288.937500 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -873288.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -873293.875000 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -873293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -873293.687500 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -873293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -873294.875000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -873294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -873296.375000 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -873296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -873296.625000 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -873296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873296.125000 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -873296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -873296.937500 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -873296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -873297.750000 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -873297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -873299.437500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -873299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -873299.437500 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -873299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -873299.437500 Penalty: 4394.877930
	Iteration 37F: 3 clusters Score -873299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Entering Unmasked Estep 
Score: -8403840.000000 Penalty: 2757.473633
	Iteration 0F: 2 clusters Score -8403840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -8358749.500000 Penalty: 5514.947266
	Iteration 0F: 3 clusters Score -8358750 nChanged 31448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -8376515.000000 Penalty: 5514.947266
	Iteration 1F: 3 clusters Score -8376515 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8377378.500000 Penalty: 5514.947266
	Iteration 2Q: 3 clusters Score -8377378 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -8378304.000000 Penalty: 5514.947266
	Iteration 3Q: 3 clusters Score -8378304 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -8379463.500000 Penalty: 5514.947266
	Iteration 4Q: 3 clusters Score -8379464 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -8380545.500000 Penalty: 5514.947266
	Iteration 5Q: 3 clusters Score -8380546 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8381695.000000 Penalty: 5514.947266
	Iteration 6Q: 3 clusters Score -8381695 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -8382743.500000 Penalty: 5514.947266
	Iteration 7Q: 3 clusters Score -8382744 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8383656.500000 Penalty: 5514.947266
	Iteration 8Q: 3 clusters Score -8383656 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -8384616.000000 Penalty: 5514.947266
	Iteration 9Q: 3 clusters Score -8384616 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8385778.000000 Penalty: 5514.947266
	Iteration 10Q: 3 clusters Score -8385778 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -8387020.500000 Penalty: 5514.947266
	Iteration 11Q: 3 clusters Score -8387020 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8388689.000000 Penalty: 5514.947266
	Iteration 12Q: 3 clusters Score -8388689 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8390968.000000 Penalty: 5514.947266
	Iteration 13F: 3 clusters Score -8390968 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8393494.000000 Penalty: 5514.947266
	Iteration 14F: 3 clusters Score -8393494 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -8396237.000000 Penalty: 5514.947266
	Iteration 15Q: 3 clusters Score -8396237 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8398502.000000 Penalty: 5514.947266
	Iteration 16Q: 3 clusters Score -8398502 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -8400018.000000 Penalty: 5514.947266
	Iteration 17Q: 3 clusters Score -8400018 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8400882.000000 Penalty: 5514.947266
	Iteration 18Q: 3 clusters Score -8400882 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8401352.000000 Penalty: 5514.947266
	Iteration 19Q: 3 clusters Score -8401352 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -8401700.000000 Penalty: 5514.947266
	Iteration 20F: 3 clusters Score -8401700 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8401862.000000 Penalty: 5514.947266
	Iteration 21Q: 3 clusters Score -8401862 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8402030.000000 Penalty: 5514.947266
	Iteration 22Q: 3 clusters Score -8402030 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8402118.000000 Penalty: 5514.947266
	Iteration 23Q: 3 clusters Score -8402118 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8402200.000000 Penalty: 5514.947266
	Iteration 24Q: 3 clusters Score -8402200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8402242.000000 Penalty: 5514.947266
	Iteration 25Q: 3 clusters Score -8402242 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -8402263.000000 Penalty: 5514.947266
	Iteration 26Q: 3 clusters Score -8402263 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -8402287.000000 Penalty: 5514.947266
	Iteration 27Q: 3 clusters Score -8402287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8402306.000000 Penalty: 5514.947266
	Iteration 28Q: 3 clusters Score -8402306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -8402339.000000 Penalty: 5514.947266
	Iteration 29Q: 3 clusters Score -8402339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -8402355.000000 Penalty: 5514.947266
	Iteration 30Q: 3 clusters Score -8402355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -8402364.000000 Penalty: 5514.947266
	Iteration 31Q: 3 clusters Score -8402364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -8402348.000000 Penalty: 5514.947266
	Iteration 32Q: 3 clusters Score -8402348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8402379.000000 Penalty: 5514.947266
	Iteration 33Q: 3 clusters Score -8402379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8402389.000000 Penalty: 5514.947266
	Iteration 34Q: 3 clusters Score -8402389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8402380.000000 Penalty: 5514.947266
	Iteration 35Q: 3 clusters Score -8402380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8402393.000000 Penalty: 5514.947266
	Iteration 36Q: 3 clusters Score -8402393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8402402.000000 Penalty: 5514.947266
	Iteration 37Q: 3 clusters Score -8402402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8402408.000000 Penalty: 5514.947266
	Iteration 38Q: 3 clusters Score -8402408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8402422.000000 Penalty: 5514.947266
	Iteration 39Q: 3 clusters Score -8402422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8402414.000000 Penalty: 5514.947266
	Iteration 40F: 3 clusters Score -8402414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8402410.000000 Penalty: 5514.947266
	Iteration 41Q: 3 clusters Score -8402410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8402408.000000 Penalty: 5514.947266
	Iteration 42Q: 3 clusters Score -8402408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8402401.000000 Penalty: 5514.947266
	Iteration 43Q: 3 clusters Score -8402401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8402403.000000 Penalty: 5514.947266
	Iteration 44Q: 3 clusters Score -8402403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8402409.000000 Penalty: 5514.947266
	Iteration 45Q: 3 clusters Score -8402409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8402397.000000 Penalty: 5514.947266
	Iteration 46Q: 3 clusters Score -8402397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8402399.000000 Penalty: 5514.947266
	Iteration 47Q: 3 clusters Score -8402399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8402406.000000 Penalty: 5514.947266
	Iteration 48Q: 3 clusters Score -8402406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8402421.000000 Penalty: 5514.947266
	Iteration 49Q: 3 clusters Score -8402421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8402424.000000 Penalty: 5514.947266
	Iteration 50Q: 3 clusters Score -8402424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -8402422.000000 Penalty: 5514.947266
	Iteration 51Q: 3 clusters Score -8402422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8402418.000000 Penalty: 5514.947266
	Iteration 52Q: 3 clusters Score -8402418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8402411.000000 Penalty: 5514.947266
	Iteration 53Q: 3 clusters Score -8402411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8402416.000000 Penalty: 5514.947266
	Iteration 54Q: 3 clusters Score -8402416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8402414.000000 Penalty: 5514.947266
	Iteration 55Q: 3 clusters Score -8402414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8402421.000000 Penalty: 5514.947266
	Iteration 56Q: 3 clusters Score -8402421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8402421.000000 Penalty: 5514.947266
	Iteration 57Q: 3 clusters Score -8402421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8402416.000000 Penalty: 5514.947266
	Iteration 58Q: 3 clusters Score -8402416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8402417.000000 Penalty: 5514.947266
	Iteration 59Q: 3 clusters Score -8402417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8402421.000000 Penalty: 5514.947266
	Iteration 60F: 3 clusters Score -8402421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8402420.000000 Penalty: 5514.947266
	Iteration 61Q: 3 clusters Score -8402420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8402424.000000 Penalty: 5514.947266
	Iteration 62Q: 3 clusters Score -8402424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8402425.000000 Penalty: 5514.947266
	Iteration 63Q: 3 clusters Score -8402425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8402425.000000 Penalty: 5514.947266
	Iteration 64F: 3 clusters Score -8402425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Entering Unmasked Estep 
Score: -1767147.500000 Penalty: 2372.538086
	Iteration 0F: 2 clusters Score -1767148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1756684.875000 Penalty: 4745.076172
	Iteration 0F: 3 clusters Score -1756685 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1760278.625000 Penalty: 4745.076172
	Iteration 1F: 3 clusters Score -1760279 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1760869.750000 Penalty: 4745.076172
	Iteration 2F: 3 clusters Score -1760870 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1761428.375000 Penalty: 4745.076172
	Iteration 3F: 3 clusters Score -1761428 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1761892.500000 Penalty: 4745.076172
	Iteration 4F: 3 clusters Score -1761892 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1762348.000000 Penalty: 4745.076172
	Iteration 5F: 3 clusters Score -1762348 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1762784.250000 Penalty: 4745.076172
	Iteration 6F: 3 clusters Score -1762784 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1763193.375000 Penalty: 4745.076172
	Iteration 7Q: 3 clusters Score -1763193 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1763559.875000 Penalty: 4745.076172
	Iteration 8Q: 3 clusters Score -1763560 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1763802.875000 Penalty: 4745.076172
	Iteration 9Q: 3 clusters Score -1763803 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1763997.125000 Penalty: 4745.076172
	Iteration 10Q: 3 clusters Score -1763997 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1764147.750000 Penalty: 4745.076172
	Iteration 11Q: 3 clusters Score -1764148 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1764264.000000 Penalty: 4745.076172
	Iteration 12Q: 3 clusters Score -1764264 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1764338.375000 Penalty: 4745.076172
	Iteration 13Q: 3 clusters Score -1764338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1764389.375000 Penalty: 4745.076172
	Iteration 14Q: 3 clusters Score -1764389 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1764418.750000 Penalty: 4745.076172
	Iteration 15Q: 3 clusters Score -1764419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1764438.375000 Penalty: 4745.076172
	Iteration 16Q: 3 clusters Score -1764438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1764458.250000 Penalty: 4745.076172
	Iteration 17Q: 3 clusters Score -1764458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1764472.250000 Penalty: 4745.076172
	Iteration 18Q: 3 clusters Score -1764472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1764497.000000 Penalty: 4745.076172
	Iteration 19Q: 3 clusters Score -1764497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1764502.250000 Penalty: 4745.076172
	Iteration 20F: 3 clusters Score -1764502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1764505.625000 Penalty: 4745.076172
	Iteration 21Q: 3 clusters Score -1764506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1764515.750000 Penalty: 4745.076172
	Iteration 22Q: 3 clusters Score -1764516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1764519.875000 Penalty: 4745.076172
	Iteration 23Q: 3 clusters Score -1764520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1764525.250000 Penalty: 4745.076172
	Iteration 24Q: 3 clusters Score -1764525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1764524.875000 Penalty: 4745.076172
	Iteration 25Q: 3 clusters Score -1764525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1764530.000000 Penalty: 4745.076172
	Iteration 26Q: 3 clusters Score -1764530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1764534.750000 Penalty: 4745.076172
	Iteration 27Q: 3 clusters Score -1764535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1764532.250000 Penalty: 4745.076172
	Iteration 28Q: 3 clusters Score -1764532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1764535.000000 Penalty: 4745.076172
	Iteration 29Q: 3 clusters Score -1764535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1764540.375000 Penalty: 4745.076172
	Iteration 30Q: 3 clusters Score -1764540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1764541.875000 Penalty: 4745.076172
	Iteration 31Q: 3 clusters Score -1764542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1764543.875000 Penalty: 4745.076172
	Iteration 32Q: 3 clusters Score -1764544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1764544.625000 Penalty: 4745.076172
	Iteration 33Q: 3 clusters Score -1764545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1764556.125000 Penalty: 4745.076172
	Iteration 34Q: 3 clusters Score -1764556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1764553.750000 Penalty: 4745.076172
	Iteration 35Q: 3 clusters Score -1764554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1764561.750000 Penalty: 4745.076172
	Iteration 36Q: 3 clusters Score -1764562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1764563.125000 Penalty: 4745.076172
	Iteration 37Q: 3 clusters Score -1764563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1764562.875000 Penalty: 4745.076172
	Iteration 38Q: 3 clusters Score -1764563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1764563.000000 Penalty: 4745.076172
	Iteration 39Q: 3 clusters Score -1764563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1764563.625000 Penalty: 4745.076172
	Iteration 40F: 3 clusters Score -1764564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1764568.000000 Penalty: 4745.076172
	Iteration 41Q: 3 clusters Score -1764568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1764574.125000 Penalty: 4745.076172
	Iteration 42Q: 3 clusters Score -1764574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1764577.000000 Penalty: 4745.076172
	Iteration 43Q: 3 clusters Score -1764577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1764578.000000 Penalty: 4745.076172
	Iteration 44Q: 3 clusters Score -1764578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1764585.000000 Penalty: 4745.076172
	Iteration 45Q: 3 clusters Score -1764585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1764590.125000 Penalty: 4745.076172
	Iteration 46Q: 3 clusters Score -1764590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1764588.500000 Penalty: 4745.076172
	Iteration 47Q: 3 clusters Score -1764588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1764592.375000 Penalty: 4745.076172
	Iteration 48Q: 3 clusters Score -1764592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1764598.375000 Penalty: 4745.076172
	Iteration 49Q: 3 clusters Score -1764598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1764607.125000 Penalty: 4745.076172
	Iteration 50Q: 3 clusters Score -1764607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1764611.625000 Penalty: 4745.076172
	Iteration 51Q: 3 clusters Score -1764612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1764615.750000 Penalty: 4745.076172
	Iteration 52Q: 3 clusters Score -1764616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1764628.250000 Penalty: 4745.076172
	Iteration 53Q: 3 clusters Score -1764628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1764635.875000 Penalty: 4745.076172
	Iteration 54Q: 3 clusters Score -1764636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1764647.625000 Penalty: 4745.076172
	Iteration 55Q: 3 clusters Score -1764648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1764659.375000 Penalty: 4745.076172
	Iteration 56Q: 3 clusters Score -1764659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1764660.250000 Penalty: 4745.076172
	Iteration 57Q: 3 clusters Score -1764660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1764666.625000 Penalty: 4745.076172
	Iteration 58Q: 3 clusters Score -1764667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1764672.750000 Penalty: 4745.076172
	Iteration 59Q: 3 clusters Score -1764673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1764677.625000 Penalty: 4745.076172
	Iteration 60F: 3 clusters Score -1764678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1764682.250000 Penalty: 4745.076172
	Iteration 61Q: 3 clusters Score -1764682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1764689.625000 Penalty: 4745.076172
	Iteration 62Q: 3 clusters Score -1764690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1764691.750000 Penalty: 4745.076172
	Iteration 63Q: 3 clusters Score -1764692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1764697.250000 Penalty: 4745.076172
	Iteration 64Q: 3 clusters Score -1764697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1764700.250000 Penalty: 4745.076172
	Iteration 65Q: 3 clusters Score -1764700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1764714.500000 Penalty: 4745.076172
	Iteration 66Q: 3 clusters Score -1764714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1764733.500000 Penalty: 4745.076172
	Iteration 67Q: 3 clusters Score -1764734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1764751.875000 Penalty: 4745.076172
	Iteration 68Q: 3 clusters Score -1764752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1764771.375000 Penalty: 4745.076172
	Iteration 69Q: 3 clusters Score -1764771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1764795.625000 Penalty: 4745.076172
	Iteration 70Q: 3 clusters Score -1764796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1764812.000000 Penalty: 4745.076172
	Iteration 71Q: 3 clusters Score -1764812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1764827.000000 Penalty: 4745.076172
	Iteration 72Q: 3 clusters Score -1764827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1764847.625000 Penalty: 4745.076172
	Iteration 73Q: 3 clusters Score -1764848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1764866.750000 Penalty: 4745.076172
	Iteration 74Q: 3 clusters Score -1764867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1764897.125000 Penalty: 4745.076172
	Iteration 75Q: 3 clusters Score -1764897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1764918.250000 Penalty: 4745.076172
	Iteration 76Q: 3 clusters Score -1764918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1764944.875000 Penalty: 4745.076172
	Iteration 77Q: 3 clusters Score -1764945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1764977.125000 Penalty: 4745.076172
	Iteration 78Q: 3 clusters Score -1764977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1765002.000000 Penalty: 4745.076172
	Iteration 79Q: 3 clusters Score -1765002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1765033.500000 Penalty: 4745.076172
	Iteration 80F: 3 clusters Score -1765034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1765057.875000 Penalty: 4745.076172
	Iteration 81Q: 3 clusters Score -1765058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1765083.875000 Penalty: 4745.076172
	Iteration 82Q: 3 clusters Score -1765084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1765110.375000 Penalty: 4745.076172
	Iteration 83Q: 3 clusters Score -1765110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1765129.375000 Penalty: 4745.076172
	Iteration 84Q: 3 clusters Score -1765129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1765149.875000 Penalty: 4745.076172
	Iteration 85Q: 3 clusters Score -1765150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1765172.375000 Penalty: 4745.076172
	Iteration 86Q: 3 clusters Score -1765172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1765186.000000 Penalty: 4745.076172
	Iteration 87Q: 3 clusters Score -1765186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1765191.750000 Penalty: 4745.076172
	Iteration 88Q: 3 clusters Score -1765192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1765204.625000 Penalty: 4745.076172
	Iteration 89Q: 3 clusters Score -1765205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1765210.750000 Penalty: 4745.076172
	Iteration 90Q: 3 clusters Score -1765211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1765211.875000 Penalty: 4745.076172
	Iteration 91Q: 3 clusters Score -1765212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1765221.250000 Penalty: 4745.076172
	Iteration 92Q: 3 clusters Score -1765221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1765223.500000 Penalty: 4745.076172
	Iteration 93Q: 3 clusters Score -1765224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1765227.500000 Penalty: 4745.076172
	Iteration 94Q: 3 clusters Score -1765228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1765230.000000 Penalty: 4745.076172
	Iteration 95Q: 3 clusters Score -1765230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1765236.375000 Penalty: 4745.076172
	Iteration 96Q: 3 clusters Score -1765236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1765238.375000 Penalty: 4745.076172
	Iteration 97Q: 3 clusters Score -1765238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1765237.500000 Penalty: 4745.076172
	Iteration 98Q: 3 clusters Score -1765238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1765247.875000 Penalty: 4745.076172
	Iteration 99Q: 3 clusters Score -1765248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1765248.500000 Penalty: 4745.076172
	Iteration 100F: 3 clusters Score -1765248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1765248.375000 Penalty: 4745.076172
	Iteration 101Q: 3 clusters Score -1765248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1765253.125000 Penalty: 4745.076172
	Iteration 102Q: 3 clusters Score -1765253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1765257.250000 Penalty: 4745.076172
	Iteration 103Q: 3 clusters Score -1765257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1765259.000000 Penalty: 4745.076172
	Iteration 104Q: 3 clusters Score -1765259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1765263.625000 Penalty: 4745.076172
	Iteration 105Q: 3 clusters Score -1765264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1765264.000000 Penalty: 4745.076172
	Iteration 106Q: 3 clusters Score -1765264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1765266.125000 Penalty: 4745.076172
	Iteration 107Q: 3 clusters Score -1765266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1765270.625000 Penalty: 4745.076172
	Iteration 108Q: 3 clusters Score -1765271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1765272.875000 Penalty: 4745.076172
	Iteration 109Q: 3 clusters Score -1765273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1765276.875000 Penalty: 4745.076172
	Iteration 110Q: 3 clusters Score -1765277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1765274.750000 Penalty: 4745.076172
	Iteration 111Q: 3 clusters Score -1765275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1765273.000000 Penalty: 4745.076172
	Iteration 112Q: 3 clusters Score -1765273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1765271.750000 Penalty: 4745.076172
	Iteration 113Q: 3 clusters Score -1765272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1765273.125000 Penalty: 4745.076172
	Iteration 114Q: 3 clusters Score -1765273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1765273.500000 Penalty: 4745.076172
	Iteration 115Q: 3 clusters Score -1765274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1765275.875000 Penalty: 4745.076172
	Iteration 116Q: 3 clusters Score -1765276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1765275.875000 Penalty: 4745.076172
	Iteration 117Q: 3 clusters Score -1765276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1765279.000000 Penalty: 4745.076172
	Iteration 118Q: 3 clusters Score -1765279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1765276.625000 Penalty: 4745.076172
	Iteration 119Q: 3 clusters Score -1765277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1765276.625000 Penalty: 4745.076172
	Iteration 120F: 3 clusters Score -1765277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -576540.000000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -576540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -571766.750000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -571766.8 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -573432.562500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -573432.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -574029.500000 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -574029.5 nChanged 412
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: -574503.187500 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -574503.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -574809.000000 Penalty: 4269.088867
	Iteration 4F: 3 clusters Score -574809 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -575045.687500 Penalty: 4269.088867
	Iteration 5F: 3 clusters Score -575045.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -575264.812500 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -575264.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -575425.875000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -575425.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -575574.625000 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -575574.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -575694.000000 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -575694 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -575794.875000 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -575794.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -575861.062500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -575861.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -575921.187500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -575921.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -575974.125000 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -575974.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -576021.937500 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -576021.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -576084.062500 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -576084.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -576156.437500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -576156.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -576208.500000 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -576208.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -576266.750000 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -576266.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -576319.312500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -576319.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -576373.437500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -576373.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -576409.937500 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -576409.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -576434.625000 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -576434.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -576457.437500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -576457.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -576476.062500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -576476.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -576493.375000 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -576493.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -576501.812500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -576501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -576508.125000 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -576508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -576513.312500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -576513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -576516.312500 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -576516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -576517.875000 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -576517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -576518.500000 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -576518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -576518.875000 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -576518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -576520.375000 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -576520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -576522.625000 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -576522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -576521.687500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -576521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -576521.125000 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -576521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -576521.062500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -576521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -576521.062500 Penalty: 4269.088867
	Iteration 38F: 3 clusters Score -576521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Entering Unmasked Estep 
Score: -2774908.000000 Penalty: 2485.319092
	Iteration 0F: 2 clusters Score -2774908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2759191.250000 Penalty: 4970.638184
	Iteration 0F: 3 clusters Score -2759191 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2764609.250000 Penalty: 4970.638184
	Iteration 1F: 3 clusters Score -2764609 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2765075.250000 Penalty: 4970.638184
	Iteration 2F: 3 clusters Score -2765075 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2765577.750000 Penalty: 4970.638184
	Iteration 3Q: 3 clusters Score -2765578 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2766186.500000 Penalty: 4970.638184
	Iteration 4Q: 3 clusters Score -2766186 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2767065.000000 Penalty: 4970.638184
	Iteration 5F: 3 clusters Score -2767065 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2768291.250000 Penalty: 4970.638184
	Iteration 6F: 3 clusters Score -2768291 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2769603.750000 Penalty: 4970.638184
	Iteration 7F: 3 clusters Score -2769604 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2770782.750000 Penalty: 4970.638184
	Iteration 8F: 3 clusters Score -2770783 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2771806.750000 Penalty: 4970.638184
	Iteration 9F: 3 clusters Score -2771807 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2772587.250000 Penalty: 4970.638184
	Iteration 10Q: 3 clusters Score -2772587 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2773008.250000 Penalty: 4970.638184
	Iteration 11Q: 3 clusters Score -2773008 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2773218.250000 Penalty: 4970.638184
	Iteration 12Q: 3 clusters Score -2773218 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2773315.250000 Penalty: 4970.638184
	Iteration 13Q: 3 clusters Score -2773315 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2773384.500000 Penalty: 4970.638184
	Iteration 14Q: 3 clusters Score -2773384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2773418.500000 Penalty: 4970.638184
	Iteration 15Q: 3 clusters Score -2773418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2773450.250000 Penalty: 4970.638184
	Iteration 16Q: 3 clusters Score -2773450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2773464.250000 Penalty: 4970.638184
	Iteration 17Q: 3 clusters Score -2773464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2773494.750000 Penalty: 4970.638184
	Iteration 18Q: 3 clusters Score -2773495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2773509.000000 Penalty: 4970.638184
	Iteration 19Q: 3 clusters Score -2773509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2773517.500000 Penalty: 4970.638184
	Iteration 20F: 3 clusters Score -2773518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2773524.250000 Penalty: 4970.638184
	Iteration 21Q: 3 clusters Score -2773524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2773533.500000 Penalty: 4970.638184
	Iteration 22Q: 3 clusters Score -2773534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2773542.250000 Penalty: 4970.638184
	Iteration 23Q: 3 clusters Score -2773542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2773550.250000 Penalty: 4970.638184
	Iteration 24Q: 3 clusters Score -2773550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2773553.000000 Penalty: 4970.638184
	Iteration 25Q: 3 clusters Score -2773553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2773552.000000 Penalty: 4970.638184
	Iteration 26Q: 3 clusters Score -2773552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2773555.750000 Penalty: 4970.638184
	Iteration 27Q: 3 clusters Score -2773556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2773557.500000 Penalty: 4970.638184
	Iteration 28Q: 3 clusters Score -2773558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2773558.750000 Penalty: 4970.638184
	Iteration 29Q: 3 clusters Score -2773559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2773565.750000 Penalty: 4970.638184
	Iteration 30Q: 3 clusters Score -2773566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2773574.500000 Penalty: 4970.638184
	Iteration 31Q: 3 clusters Score -2773574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2773575.500000 Penalty: 4970.638184
	Iteration 32Q: 3 clusters Score -2773576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2773574.000000 Penalty: 4970.638184
	Iteration 33Q: 3 clusters Score -2773574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2773578.500000 Penalty: 4970.638184
	Iteration 34Q: 3 clusters Score -2773578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2773575.500000 Penalty: 4970.638184
	Iteration 35Q: 3 clusters Score -2773576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2773578.750000 Penalty: 4970.638184
	Iteration 36Q: 3 clusters Score -2773579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2773573.250000 Penalty: 4970.638184
	Iteration 37Q: 3 clusters Score -2773573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2773572.500000 Penalty: 4970.638184
	Iteration 38Q: 3 clusters Score -2773572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2773574.250000 Penalty: 4970.638184
	Iteration 39Q: 3 clusters Score -2773574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2773572.500000 Penalty: 4970.638184
	Iteration 40F: 3 clusters Score -2773572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2773570.250000 Penalty: 4970.638184
	Iteration 41Q: 3 clusters Score -2773570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2773571.250000 Penalty: 4970.638184
	Iteration 42Q: 3 clusters Score -2773571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2773567.250000 Penalty: 4970.638184
	Iteration 43Q: 3 clusters Score -2773567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2773568.250000 Penalty: 4970.638184
	Iteration 44Q: 3 clusters Score -2773568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2773571.000000 Penalty: 4970.638184
	Iteration 45Q: 3 clusters Score -2773571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2773573.250000 Penalty: 4970.638184
	Iteration 46Q: 3 clusters Score -2773573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2773574.000000 Penalty: 4970.638184
	Iteration 47Q: 3 clusters Score -2773574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2773576.250000 Penalty: 4970.638184
	Iteration 48Q: 3 clusters Score -2773576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2773576.250000 Penalty: 4970.638184
	Iteration 49Q: 3 clusters Score -2773576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2773576.750000 Penalty: 4970.638184
	Iteration 50Q: 3 clusters Score -2773577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2773580.000000 Penalty: 4970.638184
	Iteration 51Q: 3 clusters Score -2773580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2773580.500000 Penalty: 4970.638184
	Iteration 52Q: 3 clusters Score -2773580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2773584.750000 Penalty: 4970.638184
	Iteration 53Q: 3 clusters Score -2773585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2773585.750000 Penalty: 4970.638184
	Iteration 54Q: 3 clusters Score -2773586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2773580.000000 Penalty: 4970.638184
	Iteration 55Q: 3 clusters Score -2773580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2773584.500000 Penalty: 4970.638184
	Iteration 56Q: 3 clusters Score -2773584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2773585.250000 Penalty: 4970.638184
	Iteration 57Q: 3 clusters Score -2773585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2773588.500000 Penalty: 4970.638184
	Iteration 58Q: 3 clusters Score -2773588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2773586.250000 Penalty: 4970.638184
	Iteration 59Q: 3 clusters Score -2773586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2773587.250000 Penalty: 4970.638184
	Iteration 60F: 3 clusters Score -2773587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2773585.750000 Penalty: 4970.638184
	Iteration 61Q: 3 clusters Score -2773586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2773589.250000 Penalty: 4970.638184
	Iteration 62Q: 3 clusters Score -2773589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2773581.250000 Penalty: 4970.638184
	Iteration 63Q: 3 clusters Score -2773581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2773586.000000 Penalty: 4970.638184
	Iteration 64Q: 3 clusters Score -2773586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2773585.750000 Penalty: 4970.638184
	Iteration 65Q: 3 clusters Score -2773586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2773590.250000 Penalty: 4970.638184
	Iteration 66Q: 3 clusters Score -2773590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2773590.250000 Penalty: 4970.638184
	Iteration 67F: 3 clusters Score -2773590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Entering Unmasked Estep 
Score: -5452232.500000 Penalty: 2668.165527
	Iteration 0F: 2 clusters Score -5452232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5420574.500000 Penalty: 5336.331055
	Iteration 0F: 3 clusters Score -5420574 nChanged 21612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5432444.500000 Penalty: 5336.331055
	Iteration 1F: 3 clusters Score -5432444 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5433194.000000 Penalty: 5336.331055
	Iteration 2Q: 3 clusters Score -5433194 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5434034.000000 Penalty: 5336.331055
	Iteration 3Q: 3 clusters Score -5434034 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5434974.000000 Penalty: 5336.331055
	Iteration 4Q: 3 clusters Score -5434974 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5436141.000000 Penalty: 5336.331055
	Iteration 5Q: 3 clusters Score -5436141 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5437541.000000 Penalty: 5336.331055
	Iteration 6F: 3 clusters Score -5437541 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -5439308.500000 Penalty: 5336.331055
	Iteration 7F: 3 clusters Score -5439308 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5441406.500000 Penalty: 5336.331055
	Iteration 8F: 3 clusters Score -5441406 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5443437.000000 Penalty: 5336.331055
	Iteration 9F: 3 clusters Score -5443437 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5445204.500000 Penalty: 5336.331055
	Iteration 10Q: 3 clusters Score -5445204 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5446639.000000 Penalty: 5336.331055
	Iteration 11Q: 3 clusters Score -5446639 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5447694.000000 Penalty: 5336.331055
	Iteration 12Q: 3 clusters Score -5447694 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -5448523.500000 Penalty: 5336.331055
	Iteration 13Q: 3 clusters Score -5448524 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -5449043.000000 Penalty: 5336.331055
	Iteration 14Q: 3 clusters Score -5449043 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5449406.500000 Penalty: 5336.331055
	Iteration 15Q: 3 clusters Score -5449406 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -5449617.000000 Penalty: 5336.331055
	Iteration 16Q: 3 clusters Score -5449617 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5449777.500000 Penalty: 5336.331055
	Iteration 17Q: 3 clusters Score -5449778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -5449857.000000 Penalty: 5336.331055
	Iteration 18Q: 3 clusters Score -5449857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -5449930.500000 Penalty: 5336.331055
	Iteration 19Q: 3 clusters Score -5449930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -5449996.000000 Penalty: 5336.331055
	Iteration 20F: 3 clusters Score -5449996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5450017.500000 Penalty: 5336.331055
	Iteration 21Q: 3 clusters Score -5450018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5450048.000000 Penalty: 5336.331055
	Iteration 22Q: 3 clusters Score -5450048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5450065.500000 Penalty: 5336.331055
	Iteration 23Q: 3 clusters Score -5450066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5450075.500000 Penalty: 5336.331055
	Iteration 24Q: 3 clusters Score -5450076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5450102.500000 Penalty: 5336.331055
	Iteration 25Q: 3 clusters Score -5450102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -5450114.500000 Penalty: 5336.331055
	Iteration 26Q: 3 clusters Score -5450114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -5450119.500000 Penalty: 5336.331055
	Iteration 27Q: 3 clusters Score -5450120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -5450128.000000 Penalty: 5336.331055
	Iteration 28Q: 3 clusters Score -5450128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -5450126.000000 Penalty: 5336.331055
	Iteration 29Q: 3 clusters Score -5450126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5450123.000000 Penalty: 5336.331055
	Iteration 30Q: 3 clusters Score -5450123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5450126.000000 Penalty: 5336.331055
	Iteration 31Q: 3 clusters Score -5450126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5450124.000000 Penalty: 5336.331055
	Iteration 32Q: 3 clusters Score -5450124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5450124.000000 Penalty: 5336.331055
	Iteration 33F: 3 clusters Score -5450124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Entering Unmasked Estep 
Score: -8482285.000000 Penalty: 2763.023438
	Iteration 0F: 2 clusters Score -8482285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -8435840.000000 Penalty: 5526.046875
	Iteration 0F: 3 clusters Score -8435840 nChanged 32455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -8454756.000000 Penalty: 5526.046875
	Iteration 1F: 3 clusters Score -8454756 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8456098.000000 Penalty: 5526.046875
	Iteration 2Q: 3 clusters Score -8456098 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8457978.000000 Penalty: 5526.046875
	Iteration 3F: 3 clusters Score -8457978 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -8460671.000000 Penalty: 5526.046875
	Iteration 4F: 3 clusters Score -8460671 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -8464069.000000 Penalty: 5526.046875
	Iteration 5F: 3 clusters Score -8464069 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8467925.000000 Penalty: 5526.046875
	Iteration 6F: 3 clusters Score -8467925 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8471671.000000 Penalty: 5526.046875
	Iteration 7F: 3 clusters Score -8471671 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8474532.000000 Penalty: 5526.046875
	Iteration 8F: 3 clusters Score -8474532 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8476248.000000 Penalty: 5526.046875
	Iteration 9Q: 3 clusters Score -8476248 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8477172.000000 Penalty: 5526.046875
	Iteration 10Q: 3 clusters Score -8477172 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8477791.000000 Penalty: 5526.046875
	Iteration 11Q: 3 clusters Score -8477791 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8478345.000000 Penalty: 5526.046875
	Iteration 12Q: 3 clusters Score -8478345 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8478814.000000 Penalty: 5526.046875
	Iteration 13Q: 3 clusters Score -8478814 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8479219.000000 Penalty: 5526.046875
	Iteration 14Q: 3 clusters Score -8479219 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8479492.000000 Penalty: 5526.046875
	Iteration 15Q: 3 clusters Score -8479492 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -8479767.000000 Penalty: 5526.046875
	Iteration 16Q: 3 clusters Score -8479767 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -8479877.000000 Penalty: 5526.046875
	Iteration 17Q: 3 clusters Score -8479877 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -8479923.000000 Penalty: 5526.046875
	Iteration 18Q: 3 clusters Score -8479923 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -8480021.000000 Penalty: 5526.046875
	Iteration 19Q: 3 clusters Score -8480021 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -8480128.000000 Penalty: 5526.046875
	Iteration 20F: 3 clusters Score -8480128 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8480162.000000 Penalty: 5526.046875
	Iteration 21Q: 3 clusters Score -8480162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -8480163.000000 Penalty: 5526.046875
	Iteration 22Q: 3 clusters Score -8480163 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -8480180.000000 Penalty: 5526.046875
	Iteration 23Q: 3 clusters Score -8480180 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -8480196.000000 Penalty: 5526.046875
	Iteration 24Q: 3 clusters Score -8480196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -8480209.000000 Penalty: 5526.046875
	Iteration 25Q: 3 clusters Score -8480209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -8480221.000000 Penalty: 5526.046875
	Iteration 26Q: 3 clusters Score -8480221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -8480228.000000 Penalty: 5526.046875
	Iteration 27Q: 3 clusters Score -8480228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -8480256.000000 Penalty: 5526.046875
	Iteration 28Q: 3 clusters Score -8480256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -8480262.000000 Penalty: 5526.046875
	Iteration 29Q: 3 clusters Score -8480262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -8480264.000000 Penalty: 5526.046875
	Iteration 30Q: 3 clusters Score -8480264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -8480299.000000 Penalty: 5526.046875
	Iteration 31Q: 3 clusters Score -8480299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -8480301.000000 Penalty: 5526.046875
	Iteration 32Q: 3 clusters Score -8480301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -8480296.000000 Penalty: 5526.046875
	Iteration 33Q: 3 clusters Score -8480296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 34Q: 3 clusters Score -8480291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -8480288.000000 Penalty: 5526.046875
	Iteration 35Q: 3 clusters Score -8480288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -8480301.000000 Penalty: 5526.046875
	Iteration 36Q: 3 clusters Score -8480301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -8480294.000000 Penalty: 5526.046875
	Iteration 37Q: 3 clusters Score -8480294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -8480305.000000 Penalty: 5526.046875
	Iteration 38Q: 3 clusters Score -8480305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -8480302.000000 Penalty: 5526.046875
	Iteration 39Q: 3 clusters Score -8480302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -8480290.000000 Penalty: 5526.046875
	Iteration 40F: 3 clusters Score -8480290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -8480311.000000 Penalty: 5526.046875
	Iteration 41Q: 3 clusters Score -8480311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -8480317.000000 Penalty: 5526.046875
	Iteration 42Q: 3 clusters Score -8480317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -8480300.000000 Penalty: 5526.046875
	Iteration 43Q: 3 clusters Score -8480300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -8480293.000000 Penalty: 5526.046875
	Iteration 44Q: 3 clusters Score -8480293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -8480287.000000 Penalty: 5526.046875
	Iteration 45Q: 3 clusters Score -8480287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -8480285.000000 Penalty: 5526.046875
	Iteration 46Q: 3 clusters Score -8480285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -8480302.000000 Penalty: 5526.046875
	Iteration 47Q: 3 clusters Score -8480302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -8480304.000000 Penalty: 5526.046875
	Iteration 48Q: 3 clusters Score -8480304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -8480301.000000 Penalty: 5526.046875
	Iteration 49Q: 3 clusters Score -8480301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 50Q: 3 clusters Score -8480291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -8480303.000000 Penalty: 5526.046875
	Iteration 51Q: 3 clusters Score -8480303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -8480296.000000 Penalty: 5526.046875
	Iteration 52Q: 3 clusters Score -8480296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -8480292.000000 Penalty: 5526.046875
	Iteration 53Q: 3 clusters Score -8480292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -8480295.000000 Penalty: 5526.046875
	Iteration 54Q: 3 clusters Score -8480295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -8480297.000000 Penalty: 5526.046875
	Iteration 55Q: 3 clusters Score -8480297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -8480301.000000 Penalty: 5526.046875
	Iteration 56Q: 3 clusters Score -8480301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -8480288.000000 Penalty: 5526.046875
	Iteration 57Q: 3 clusters Score -8480288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -8480308.000000 Penalty: 5526.046875
	Iteration 58Q: 3 clusters Score -8480308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -8480293.000000 Penalty: 5526.046875
	Iteration 59Q: 3 clusters Score -8480293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -8480278.000000 Penalty: 5526.046875
	Iteration 60F: 3 clusters Score -8480278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -8480285.000000 Penalty: 5526.046875
	Iteration 61Q: 3 clusters Score -8480285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -8480275.000000 Penalty: 5526.046875
	Iteration 62Q: 3 clusters Score -8480275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -8480270.000000 Penalty: 5526.046875
	Iteration 63Q: 3 clusters Score -8480270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -8480281.000000 Penalty: 5526.046875
	Iteration 64Q: 3 clusters Score -8480281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -8480278.000000 Penalty: 5526.046875
	Iteration 65Q: 3 clusters Score -8480278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -8480283.000000 Penalty: 5526.046875
	Iteration 66Q: 3 clusters Score -8480283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -8480287.000000 Penalty: 5526.046875
	Iteration 67Q: 3 clusters Score -8480287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -8480288.000000 Penalty: 5526.046875
	Iteration 68Q: 3 clusters Score -8480288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -8480287.000000 Penalty: 5526.046875
	Iteration 69Q: 3 clusters Score -8480287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -8480283.000000 Penalty: 5526.046875
	Iteration 70Q: 3 clusters Score -8480283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -8480284.000000 Penalty: 5526.046875
	Iteration 71Q: 3 clusters Score -8480284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -8480284.000000 Penalty: 5526.046875
	Iteration 72Q: 3 clusters Score -8480284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -8480288.000000 Penalty: 5526.046875
	Iteration 73Q: 3 clusters Score -8480288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 74Q: 3 clusters Score -8480291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 75Q: 3 clusters Score -8480291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -8480297.000000 Penalty: 5526.046875
	Iteration 76Q: 3 clusters Score -8480297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 77Q: 3 clusters Score -8480291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -8480289.000000 Penalty: 5526.046875
	Iteration 78Q: 3 clusters Score -8480289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -8480297.000000 Penalty: 5526.046875
	Iteration 79Q: 3 clusters Score -8480297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -8480294.000000 Penalty: 5526.046875
	Iteration 80F: 3 clusters Score -8480294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -8480287.000000 Penalty: 5526.046875
	Iteration 81Q: 3 clusters Score -8480287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -8480281.000000 Penalty: 5526.046875
	Iteration 82Q: 3 clusters Score -8480281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -8480276.000000 Penalty: 5526.046875
	Iteration 83Q: 3 clusters Score -8480276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -8480283.000000 Penalty: 5526.046875
	Iteration 84Q: 3 clusters Score -8480283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -8480281.000000 Penalty: 5526.046875
	Iteration 85Q: 3 clusters Score -8480281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -8480287.000000 Penalty: 5526.046875
	Iteration 86Q: 3 clusters Score -8480287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -8480290.000000 Penalty: 5526.046875
	Iteration 87Q: 3 clusters Score -8480290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -8480292.000000 Penalty: 5526.046875
	Iteration 88Q: 3 clusters Score -8480292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -8480300.000000 Penalty: 5526.046875
	Iteration 89Q: 3 clusters Score -8480300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -8480295.000000 Penalty: 5526.046875
	Iteration 90Q: 3 clusters Score -8480295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -8480293.000000 Penalty: 5526.046875
	Iteration 91Q: 3 clusters Score -8480293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -8480295.000000 Penalty: 5526.046875
	Iteration 92Q: 3 clusters Score -8480295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -8480296.000000 Penalty: 5526.046875
	Iteration 93Q: 3 clusters Score -8480296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -8480283.000000 Penalty: 5526.046875
	Iteration 94Q: 3 clusters Score -8480283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -8480284.000000 Penalty: 5526.046875
	Iteration 95Q: 3 clusters Score -8480284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 96Q: 3 clusters Score -8480291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -8480281.000000 Penalty: 5526.046875
	Iteration 97Q: 3 clusters Score -8480281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -8480277.000000 Penalty: 5526.046875
	Iteration 98Q: 3 clusters Score -8480277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -8480285.000000 Penalty: 5526.046875
	Iteration 99Q: 3 clusters Score -8480285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -8480280.000000 Penalty: 5526.046875
	Iteration 100F: 3 clusters Score -8480280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -8480291.000000 Penalty: 5526.046875
	Iteration 101Q: 3 clusters Score -8480291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -8480284.000000 Penalty: 5526.046875
	Iteration 102Q: 3 clusters Score -8480284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -8480281.000000 Penalty: 5526.046875
	Iteration 103Q: 3 clusters Score -8480281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -8480277.000000 Penalty: 5526.046875
	Iteration 104Q: 3 clusters Score -8480277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -8480277.000000 Penalty: 5526.046875
	Iteration 105Q: 3 clusters Score -8480277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -8480284.000000 Penalty: 5526.046875
	Iteration 106Q: 3 clusters Score -8480284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -8480274.000000 Penalty: 5526.046875
	Iteration 107Q: 3 clusters Score -8480274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -8480269.000000 Penalty: 5526.046875
	Iteration 108Q: 3 clusters Score -8480269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -8480266.000000 Penalty: 5526.046875
	Iteration 109Q: 3 clusters Score -8480266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -8480270.000000 Penalty: 5526.046875
	Iteration 110Q: 3 clusters Score -8480270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -8480270.000000 Penalty: 5526.046875
	Iteration 111F: 3 clusters Score -8480270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -862260.812500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -862260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -856484.687500 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -856484.7 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -858067.062500 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -858067.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -858339.812500 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -858339.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -858503.625000 Penalty: 4388.218750
	Iteration 3Q: 3 clusters Score -858503.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -858621.937500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -858621.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -858728.375000 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -858728.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -858830.562500 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -858830.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -858940.812500 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -858940.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -859055.062500 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -859055.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -859172.500000 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -859172.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -859284.875000 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -859284.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -859402.875000 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -859402.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -859517.625000 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -859517.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -859614.500000 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -859614.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -859721.750000 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -859721.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -859835.250000 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -859835.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -859944.500000 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -859944.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -860033.375000 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -860033.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -860134.875000 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -860134.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -860219.812500 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -860219.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -860291.000000 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -860291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -860337.750000 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -860337.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -860368.437500 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -860368.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -860386.250000 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -860386.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -860401.312500 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -860401.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -860411.437500 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -860411.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -860421.875000 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -860421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -860430.562500 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -860430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -860437.000000 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -860437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -860445.750000 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -860445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -860453.250000 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -860453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -860458.312500 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -860458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -860461.187500 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -860461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -860467.562500 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -860467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -860472.625000 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -860472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -860474.250000 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -860474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -860476.125000 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -860476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -860476.375000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -860476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -860476.375000 Penalty: 4388.218750
	Iteration 38F: 3 clusters Score -860476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -660560.562500 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -660560.6 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 2749 members 
Entering Unmasked Estep 
Score: -655761.875000 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -655761.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -657179.875000 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -657179.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -657860.250000 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -657860.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -658616.312500 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -658616.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -659346.937500 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -659346.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -659955.750000 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -659955.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -660321.750000 Penalty: 4272.702637
	Iteration 6F: 3 clusters Score -660321.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -660472.937500 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -660472.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -660558.250000 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -660558.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -660635.375000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -660635.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -660689.687500 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -660689.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -660723.187500 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -660723.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -660741.375000 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -660741.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -660758.750000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -660758.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -660771.312500 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -660771.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -660781.875000 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -660781.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660786.812500 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -660786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -660789.625000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -660789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -660792.187500 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -660792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -660798.625000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -660798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -660803.500000 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -660803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -660808.000000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -660808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -660814.000000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -660814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -660818.687500 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -660818.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -660828.875000 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -660828.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -660835.062500 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -660835.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -660844.812500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -660844.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -660853.062500 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -660853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -660865.312500 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -660865.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -660875.500000 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -660875.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -660884.750000 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -660884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -660890.375000 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -660890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -660896.125000 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -660896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -660899.125000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -660899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -660901.562500 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -660901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -660904.062500 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -660904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -660902.375000 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -660902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -660903.687500 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -660903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -660904.187500 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -660904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -660906.125000 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -660906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -660907.562500 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -660907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -660907.937500 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -660907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -660907.375000 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -660907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -660907.375000 Penalty: 4272.702637
	Iteration 43F: 3 clusters Score -660907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 2045 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 3465 members 
Entering Unmasked Estep 
Score: -134497584.000000 Penalty: 262415.750000
Splitting cluster 28 changes total score from -134498512.000000 to -134497584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -319198.781250 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -319198.8 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 1357 members 
Entering Unmasked Estep 
Score: -316188.937500 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -316188.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -316848.437500 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -316848.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -317001.000000 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -317001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -317096.781250 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -317096.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -317171.281250 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -317171.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -317250.625000 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -317250.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -317315.750000 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -317315.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -317373.968750 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -317374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -317410.687500 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -317410.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -317440.062500 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -317440.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -317455.656250 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -317455.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -317464.343750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -317464.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -317470.968750 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -317471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -317479.093750 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -317479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317483.218750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -317483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -317488.187500 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -317488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -317490.656250 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -317490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -317494.156250 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -317494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -317498.562500 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -317498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -317504.406250 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -317504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -317509.906250 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -317509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317513.218750 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -317513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -317515.656250 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -317515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317517.156250 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -317517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -317518.750000 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -317518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -317518.750000 Penalty: 3907.752930
	Iteration 25F: 3 clusters Score -317518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -206615.281250 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -206615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -204178.453125 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -204178.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -204577.312500 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -204577.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204712.671875 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -204712.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204782.453125 Penalty: 3688.854248
	Iteration 3Q: 3 clusters Score -204782.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204829.796875 Penalty: 3688.854248
	Iteration 4Q: 3 clusters Score -204829.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204861.125000 Penalty: 3688.854248
	Iteration 5Q: 3 clusters Score -204861.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -204880.671875 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -204880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204892.984375 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -204893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -204906.578125 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -204906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -204916.703125 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -204916.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -204925.500000 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -204925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204932.703125 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -204932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -204941.484375 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -204941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204951.125000 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -204951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -204957.000000 Penalty: 3688.854248
	Iteration 14Q: 3 clusters Score -204957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204961.765625 Penalty: 3688.854248
	Iteration 15Q: 3 clusters Score -204961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -204967.390625 Penalty: 3688.854248
	Iteration 16Q: 3 clusters Score -204967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -204972.750000 Penalty: 3688.854248
	Iteration 17Q: 3 clusters Score -204972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -204978.015625 Penalty: 3688.854248
	Iteration 18Q: 3 clusters Score -204978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204982.812500 Penalty: 3688.854248
	Iteration 19Q: 3 clusters Score -204982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204982.812500 Penalty: 3688.854248
	Iteration 20F: 3 clusters Score -204982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -384042.531250 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -384042.5 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 1522 members 
Entering Unmasked Estep 
Score: -380723.531250 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -380723.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -381372.937500 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -381372.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -381537.812500 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -381537.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -381642.250000 Penalty: 3982.113525
	Iteration 3Q: 3 clusters Score -381642.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -381701.781250 Penalty: 3982.113525
	Iteration 4Q: 3 clusters Score -381701.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -381746.937500 Penalty: 3982.113525
	Iteration 5Q: 3 clusters Score -381746.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -381777.937500 Penalty: 3982.113525
	Iteration 6Q: 3 clusters Score -381777.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -381806.000000 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -381806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -381830.468750 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -381830.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -381853.875000 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -381853.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381865.343750 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -381865.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -381873.843750 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -381873.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -381881.000000 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -381881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -381887.781250 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -381887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -381896.218750 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -381896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -381902.000000 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -381902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -381909.062500 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -381909.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -381918.250000 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -381918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -381925.156250 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -381925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -381931.250000 Penalty: 3982.113525
	Iteration 19Q: 3 clusters Score -381931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -381934.343750 Penalty: 3982.113525
	Iteration 20F: 3 clusters Score -381934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -381934.843750 Penalty: 3982.113525
	Iteration 21Q: 3 clusters Score -381934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -381936.156250 Penalty: 3982.113525
	Iteration 22Q: 3 clusters Score -381936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -381937.406250 Penalty: 3982.113525
	Iteration 23Q: 3 clusters Score -381937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -381938.781250 Penalty: 3982.113525
	Iteration 24Q: 3 clusters Score -381938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -381940.406250 Penalty: 3982.113525
	Iteration 25Q: 3 clusters Score -381940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -381941.125000 Penalty: 3982.113525
	Iteration 26Q: 3 clusters Score -381941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -381942.125000 Penalty: 3982.113525
	Iteration 27Q: 3 clusters Score -381942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -381942.125000 Penalty: 3982.113525
	Iteration 28F: 3 clusters Score -381942.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -872549.250000 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -872549.2 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 3360 members 
Entering Unmasked Estep 
Score: -866896.500000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -866896.5 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -868407.500000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -868407.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -868596.437500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -868596.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -868724.687500 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -868724.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -868805.375000 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -868805.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -868872.250000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -868872.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -868930.687500 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -868930.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -868987.562500 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -868987.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -869041.625000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -869041.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -869092.687500 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -869092.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -869149.937500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -869149.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -869206.562500 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -869206.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -869263.875000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -869263.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -869324.687500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -869324.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -869373.937500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -869373.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -869420.937500 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -869420.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -869466.062500 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -869466.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -869527.437500 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -869527.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -869614.125000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -869614.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -869734.750000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -869734.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -869845.687500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -869845.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -869967.625000 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -869967.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -870078.687500 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -870078.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -870167.562500 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -870167.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -870255.375000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -870255.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -870327.062500 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -870327.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -870380.750000 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -870380.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -870418.062500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -870418.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -870444.375000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -870444.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -870466.500000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -870466.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -870484.125000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -870484.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -870501.312500 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -870501.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -870522.187500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -870522.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -870544.000000 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -870544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -870558.687500 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -870558.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -870566.312500 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -870566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -870570.312500 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -870570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -870574.875000 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -870574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -870581.750000 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -870581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -870587.562500 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -870587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -870593.625000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -870593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -870601.687500 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -870601.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -870607.125000 Penalty: 4367.168457
	Iteration 42Q: 3 clusters Score -870607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -870612.062500 Penalty: 4367.168457
	Iteration 43Q: 3 clusters Score -870612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -870613.625000 Penalty: 4367.168457
	Iteration 44Q: 3 clusters Score -870613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -870615.937500 Penalty: 4367.168457
	Iteration 45Q: 3 clusters Score -870615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -870621.000000 Penalty: 4367.168457
	Iteration 46Q: 3 clusters Score -870621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -870626.687500 Penalty: 4367.168457
	Iteration 47Q: 3 clusters Score -870626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -870632.687500 Penalty: 4367.168457
	Iteration 48Q: 3 clusters Score -870632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -870637.687500 Penalty: 4367.168457
	Iteration 49Q: 3 clusters Score -870637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -870639.875000 Penalty: 4367.168457
	Iteration 50Q: 3 clusters Score -870639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -870642.187500 Penalty: 4367.168457
	Iteration 51Q: 3 clusters Score -870642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -870644.375000 Penalty: 4367.168457
	Iteration 52Q: 3 clusters Score -870644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -870644.812500 Penalty: 4367.168457
	Iteration 53Q: 3 clusters Score -870644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -870647.250000 Penalty: 4367.168457
	Iteration 54Q: 3 clusters Score -870647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -870649.937500 Penalty: 4367.168457
	Iteration 55Q: 3 clusters Score -870649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -870651.437500 Penalty: 4367.168457
	Iteration 56Q: 3 clusters Score -870651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -870654.062500 Penalty: 4367.168457
	Iteration 57Q: 3 clusters Score -870654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -870654.187500 Penalty: 4367.168457
	Iteration 58Q: 3 clusters Score -870654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -870654.187500 Penalty: 4367.168457
	Iteration 59F: 3 clusters Score -870654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -459848.656250 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -459848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -456702.343750 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -456702.3 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -457470.500000 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -457470.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -457714.343750 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -457714.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -457861.218750 Penalty: 3941.171143
	Iteration 3F: 3 clusters Score -457861.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -457987.500000 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -457987.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -458074.406250 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -458074.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -458154.375000 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -458154.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -458230.218750 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -458230.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -458302.781250 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -458302.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -458373.093750 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -458373.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -458422.156250 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -458422.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -458460.468750 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -458460.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -458492.781250 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -458492.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -458518.937500 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -458518.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -458539.625000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -458539.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -458563.531250 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -458563.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -458583.062500 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -458583.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -458600.187500 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -458600.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -458614.312500 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -458614.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -458632.906250 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -458632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -458650.687500 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -458650.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -458670.375000 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -458670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -458683.812500 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -458683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -458695.187500 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -458695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -458701.562500 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -458701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -458705.968750 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -458706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -458711.187500 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -458711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458716.093750 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -458716.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -458722.812500 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -458722.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -458730.562500 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -458730.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -458738.093750 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -458738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -458744.093750 Penalty: 3941.171143
	Iteration 31Q: 3 clusters Score -458744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458750.093750 Penalty: 3941.171143
	Iteration 32Q: 3 clusters Score -458750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -458756.750000 Penalty: 3941.171143
	Iteration 33Q: 3 clusters Score -458756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -458763.562500 Penalty: 3941.171143
	Iteration 34Q: 3 clusters Score -458763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -458770.656250 Penalty: 3941.171143
	Iteration 35Q: 3 clusters Score -458770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -458777.656250 Penalty: 3941.171143
	Iteration 36Q: 3 clusters Score -458777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -458785.312500 Penalty: 3941.171143
	Iteration 37Q: 3 clusters Score -458785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -458789.906250 Penalty: 3941.171143
	Iteration 38Q: 3 clusters Score -458789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -458794.250000 Penalty: 3941.171143
	Iteration 39Q: 3 clusters Score -458794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -458800.218750 Penalty: 3941.171143
	Iteration 40F: 3 clusters Score -458800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -458809.593750 Penalty: 3941.171143
	Iteration 41Q: 3 clusters Score -458809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -458820.875000 Penalty: 3941.171143
	Iteration 42Q: 3 clusters Score -458820.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458831.000000 Penalty: 3941.171143
	Iteration 43Q: 3 clusters Score -458831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458840.187500 Penalty: 3941.171143
	Iteration 44Q: 3 clusters Score -458840.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -458852.437500 Penalty: 3941.171143
	Iteration 45Q: 3 clusters Score -458852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -458858.781250 Penalty: 3941.171143
	Iteration 46Q: 3 clusters Score -458858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -458863.843750 Penalty: 3941.171143
	Iteration 47Q: 3 clusters Score -458863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -458868.281250 Penalty: 3941.171143
	Iteration 48Q: 3 clusters Score -458868.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458874.250000 Penalty: 3941.171143
	Iteration 49Q: 3 clusters Score -458874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -458881.093750 Penalty: 3941.171143
	Iteration 50Q: 3 clusters Score -458881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -458888.750000 Penalty: 3941.171143
	Iteration 51Q: 3 clusters Score -458888.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -458898.812500 Penalty: 3941.171143
	Iteration 52Q: 3 clusters Score -458898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -458916.031250 Penalty: 3941.171143
	Iteration 53Q: 3 clusters Score -458916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -458936.437500 Penalty: 3941.171143
	Iteration 54Q: 3 clusters Score -458936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -458946.531250 Penalty: 3941.171143
	Iteration 55Q: 3 clusters Score -458946.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -458957.093750 Penalty: 3941.171143
	Iteration 56Q: 3 clusters Score -458957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -458967.781250 Penalty: 3941.171143
	Iteration 57Q: 3 clusters Score -458967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -458978.593750 Penalty: 3941.171143
	Iteration 58Q: 3 clusters Score -458978.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458984.031250 Penalty: 3941.171143
	Iteration 59Q: 3 clusters Score -458984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -458986.843750 Penalty: 3941.171143
	Iteration 60F: 3 clusters Score -458986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -458988.000000 Penalty: 3941.171143
	Iteration 61Q: 3 clusters Score -458988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -458989.562500 Penalty: 3941.171143
	Iteration 62Q: 3 clusters Score -458989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -458989.781250 Penalty: 3941.171143
	Iteration 63Q: 3 clusters Score -458989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -458990.312500 Penalty: 3941.171143
	Iteration 64Q: 3 clusters Score -458990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -458992.812500 Penalty: 3941.171143
	Iteration 65Q: 3 clusters Score -458992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -458994.343750 Penalty: 3941.171143
	Iteration 66Q: 3 clusters Score -458994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -458995.375000 Penalty: 3941.171143
	Iteration 67Q: 3 clusters Score -458995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -458995.375000 Penalty: 3941.171143
	Iteration 68F: 3 clusters Score -458995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -236441.218750 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -236441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233873.046875 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -233873 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -234301.546875 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -234301.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234420.031250 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -234420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234477.296875 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -234477.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -234525.812500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -234525.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -234549.046875 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -234549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234566.812500 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -234566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234580.093750 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -234580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -234590.218750 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -234590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -234595.953125 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -234596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -234599.890625 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -234599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234605.000000 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -234605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -234613.296875 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -234613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -234614.968750 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -234615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -234617.093750 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -234617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -234621.046875 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -234621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -234622.625000 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -234622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234624.187500 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -234624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234626.375000 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -234626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -234630.828125 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -234630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234634.140625 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -234634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -234635.109375 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -234635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -234637.937500 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -234637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234637.796875 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -234637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234639.562500 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -234639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -234640.093750 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -234640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234641.937500 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -234641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -234644.312500 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -234644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -234644.312500 Penalty: 3744.606201
	Iteration 28F: 3 clusters Score -234644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -650929.437500 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -650929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -646243.125000 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -646243.1 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -647478.375000 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -647478.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -647885.062500 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -647885.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -648272.875000 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -648272.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -648673.187500 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -648673.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -649014.687500 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -649014.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -649216.437500 Penalty: 4257.994141
	Iteration 6F: 3 clusters Score -649216.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -649332.250000 Penalty: 4257.994141
	Iteration 7Q: 3 clusters Score -649332.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -649403.437500 Penalty: 4257.994141
	Iteration 8Q: 3 clusters Score -649403.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -649453.125000 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -649453.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -649479.125000 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -649479.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -649492.500000 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -649492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -649499.250000 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -649499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -649507.000000 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -649507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -649510.000000 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -649510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -649513.250000 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -649513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -649516.375000 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -649516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -649518.625000 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -649518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -649518.687500 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -649518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -649520.687500 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -649520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -649523.375000 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -649523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -649524.125000 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -649524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -649525.187500 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -649525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -649525.375000 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -649525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -649526.187500 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -649526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -649526.687500 Penalty: 4257.994141
	Iteration 25Q: 3 clusters Score -649526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -649526.812500 Penalty: 4257.994141
	Iteration 26Q: 3 clusters Score -649526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -649527.625000 Penalty: 4257.994141
	Iteration 27Q: 3 clusters Score -649527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -649529.875000 Penalty: 4257.994141
	Iteration 28Q: 3 clusters Score -649529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -649530.062500 Penalty: 4257.994141
	Iteration 29Q: 3 clusters Score -649530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -649530.062500 Penalty: 4257.994141
	Iteration 30F: 3 clusters Score -649530.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -727655.937500 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -727655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -722505.687500 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -722505.7 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -723835.750000 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -723835.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -724146.562500 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -724146.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -724349.250000 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -724349.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -724542.875000 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -724542.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -724768.562500 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -724768.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -725010.562500 Penalty: 4308.469238
	Iteration 6F: 3 clusters Score -725010.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -725238.812500 Penalty: 4308.469238
	Iteration 7F: 3 clusters Score -725238.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -725439.500000 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -725439.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -725610.562500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -725610.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -725740.562500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -725740.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -725827.437500 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -725827.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -725889.562500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -725889.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -725947.937500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -725947.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -725993.937500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -725993.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -726022.812500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -726022.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -726035.312500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -726035.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -726041.750000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -726041.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -726048.750000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -726048.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -726053.125000 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -726053.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -726060.625000 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -726060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -726066.062500 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -726066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -726067.125000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -726067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -726069.437500 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -726069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -726071.687500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -726071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -726072.750000 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -726072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -726072.750000 Penalty: 4308.469238
	Iteration 26F: 3 clusters Score -726072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -430805.562500 Penalty: 2021.387695
	Iteration 0F: 2 clusters Score -430805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -427235.593750 Penalty: 4042.775391
	Iteration 0F: 3 clusters Score -427235.6 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -428008.125000 Penalty: 4042.775391
	Iteration 1F: 3 clusters Score -428008.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -428167.093750 Penalty: 4042.775391
	Iteration 2F: 3 clusters Score -428167.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -428256.218750 Penalty: 4042.775391
	Iteration 3Q: 3 clusters Score -428256.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -428319.718750 Penalty: 4042.775391
	Iteration 4Q: 3 clusters Score -428319.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -428362.968750 Penalty: 4042.775391
	Iteration 5Q: 3 clusters Score -428363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -428391.406250 Penalty: 4042.775391
	Iteration 6Q: 3 clusters Score -428391.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -428414.000000 Penalty: 4042.775391
	Iteration 7Q: 3 clusters Score -428414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -428432.687500 Penalty: 4042.775391
	Iteration 8Q: 3 clusters Score -428432.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -428450.125000 Penalty: 4042.775391
	Iteration 9Q: 3 clusters Score -428450.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -428463.468750 Penalty: 4042.775391
	Iteration 10Q: 3 clusters Score -428463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -428472.093750 Penalty: 4042.775391
	Iteration 11Q: 3 clusters Score -428472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -428476.625000 Penalty: 4042.775391
	Iteration 12Q: 3 clusters Score -428476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -428481.000000 Penalty: 4042.775391
	Iteration 13Q: 3 clusters Score -428481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428485.406250 Penalty: 4042.775391
	Iteration 14Q: 3 clusters Score -428485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428487.500000 Penalty: 4042.775391
	Iteration 15Q: 3 clusters Score -428487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428489.250000 Penalty: 4042.775391
	Iteration 16Q: 3 clusters Score -428489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -428489.781250 Penalty: 4042.775391
	Iteration 17Q: 3 clusters Score -428489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -428489.781250 Penalty: 4042.775391
	Iteration 18F: 3 clusters Score -428489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Entering Unmasked Estep 
Score: -4550920.500000 Penalty: 2601.656982
	Iteration 0F: 2 clusters Score -4550920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4526544.000000 Penalty: 5203.313965
	Iteration 0F: 3 clusters Score -4526544 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4535348.500000 Penalty: 5203.313965
	Iteration 1F: 3 clusters Score -4535348 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4535726.000000 Penalty: 5203.313965
	Iteration 2Q: 3 clusters Score -4535726 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4536051.500000 Penalty: 5203.313965
	Iteration 3Q: 3 clusters Score -4536052 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4536389.500000 Penalty: 5203.313965
	Iteration 4Q: 3 clusters Score -4536390 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4536736.500000 Penalty: 5203.313965
	Iteration 5Q: 3 clusters Score -4536736 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4537076.000000 Penalty: 5203.313965
	Iteration 6Q: 3 clusters Score -4537076 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4537643.500000 Penalty: 5203.313965
	Iteration 7Q: 3 clusters Score -4537644 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4538359.500000 Penalty: 5203.313965
	Iteration 8Q: 3 clusters Score -4538360 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -4539400.500000 Penalty: 5203.313965
	Iteration 9F: 3 clusters Score -4539400 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4540815.000000 Penalty: 5203.313965
	Iteration 10F: 3 clusters Score -4540815 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -4542553.000000 Penalty: 5203.313965
	Iteration 11F: 3 clusters Score -4542553 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4544290.000000 Penalty: 5203.313965
	Iteration 12F: 3 clusters Score -4544290 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4545868.500000 Penalty: 5203.313965
	Iteration 13Q: 3 clusters Score -4545868 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4546990.000000 Penalty: 5203.313965
	Iteration 14Q: 3 clusters Score -4546990 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4547687.000000 Penalty: 5203.313965
	Iteration 15Q: 3 clusters Score -4547687 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4548045.500000 Penalty: 5203.313965
	Iteration 16Q: 3 clusters Score -4548046 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4548222.000000 Penalty: 5203.313965
	Iteration 17Q: 3 clusters Score -4548222 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4548317.500000 Penalty: 5203.313965
	Iteration 18Q: 3 clusters Score -4548318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4548401.000000 Penalty: 5203.313965
	Iteration 19Q: 3 clusters Score -4548401 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4548435.500000 Penalty: 5203.313965
	Iteration 20F: 3 clusters Score -4548436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4548471.500000 Penalty: 5203.313965
	Iteration 21Q: 3 clusters Score -4548472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4548491.500000 Penalty: 5203.313965
	Iteration 22Q: 3 clusters Score -4548492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4548507.000000 Penalty: 5203.313965
	Iteration 23Q: 3 clusters Score -4548507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4548507.500000 Penalty: 5203.313965
	Iteration 24Q: 3 clusters Score -4548508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4548523.500000 Penalty: 5203.313965
	Iteration 25Q: 3 clusters Score -4548524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4548528.000000 Penalty: 5203.313965
	Iteration 26Q: 3 clusters Score -4548528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4548539.500000 Penalty: 5203.313965
	Iteration 27Q: 3 clusters Score -4548540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4548540.000000 Penalty: 5203.313965
	Iteration 28Q: 3 clusters Score -4548540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4548542.000000 Penalty: 5203.313965
	Iteration 29Q: 3 clusters Score -4548542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4548539.000000 Penalty: 5203.313965
	Iteration 30Q: 3 clusters Score -4548539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4548545.000000 Penalty: 5203.313965
	Iteration 31Q: 3 clusters Score -4548545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4548543.000000 Penalty: 5203.313965
	Iteration 32Q: 3 clusters Score -4548543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4548546.000000 Penalty: 5203.313965
	Iteration 33Q: 3 clusters Score -4548546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4548546.500000 Penalty: 5203.313965
	Iteration 34Q: 3 clusters Score -4548546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4548549.000000 Penalty: 5203.313965
	Iteration 35Q: 3 clusters Score -4548549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4548550.500000 Penalty: 5203.313965
	Iteration 36Q: 3 clusters Score -4548550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4548549.500000 Penalty: 5203.313965
	Iteration 37Q: 3 clusters Score -4548550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4548549.500000 Penalty: 5203.313965
	Iteration 38F: 3 clusters Score -4548550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -542030.875000 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -542030.9 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 2264 members 
Entering Unmasked Estep 
Score: -537856.437500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -537856.4 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -539002.187500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -539002.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -539457.187500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -539457.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -539815.812500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -539815.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -540100.500000 Penalty: 4171.496582
	Iteration 4F: 3 clusters Score -540100.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -540357.125000 Penalty: 4171.496582
	Iteration 5F: 3 clusters Score -540357.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -540592.187500 Penalty: 4171.496582
	Iteration 6F: 3 clusters Score -540592.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -540821.000000 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -540821 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -541051.000000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -541051 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -541274.687500 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -541274.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -541407.187500 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -541407.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -541486.875000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -541486.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -541533.125000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -541533.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -541569.937500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -541569.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -541600.125000 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -541600.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -541626.062500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -541626.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -541644.125000 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -541644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -541671.875000 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -541671.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -541698.375000 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -541698.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -541720.375000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -541720.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -541733.312500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -541733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -541741.750000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -541741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -541747.625000 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -541747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -541750.187500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -541750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -541751.375000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -541751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -541756.500000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -541756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -541759.500000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -541759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541759.062500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -541759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541759.062500 Penalty: 4171.496582
	Iteration 28F: 3 clusters Score -541759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -40858.863281 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -40858.86 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 194 members 
Entering Unmasked Estep 
Score: -39563.238281 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -39563.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40009.597656 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -40009.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40228.214844 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -40228.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40460.531250 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -40460.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40578.597656 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -40578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40625.691406 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -40625.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40642.441406 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -40642.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40644.078125 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -40644.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40644.078125 Penalty: 2992.410889
	Iteration 8F: 3 clusters Score -40644.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -861636.500000 Penalty: 2192.607422
	Iteration 0F: 2 clusters Score -861636.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -855879.687500 Penalty: 4385.214844
	Iteration 0F: 3 clusters Score -855879.7 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -857328.250000 Penalty: 4385.214844
	Iteration 1F: 3 clusters Score -857328.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -857665.687500 Penalty: 4385.214844
	Iteration 2F: 3 clusters Score -857665.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -857929.812500 Penalty: 4385.214844
	Iteration 3F: 3 clusters Score -857929.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -858124.812500 Penalty: 4385.214844
	Iteration 4Q: 3 clusters Score -858124.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -858304.562500 Penalty: 4385.214844
	Iteration 5Q: 3 clusters Score -858304.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -858458.875000 Penalty: 4385.214844
	Iteration 6Q: 3 clusters Score -858458.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -858594.937500 Penalty: 4385.214844
	Iteration 7Q: 3 clusters Score -858594.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -858717.250000 Penalty: 4385.214844
	Iteration 8Q: 3 clusters Score -858717.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -858822.437500 Penalty: 4385.214844
	Iteration 9Q: 3 clusters Score -858822.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -858923.437500 Penalty: 4385.214844
	Iteration 10Q: 3 clusters Score -858923.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -859026.062500 Penalty: 4385.214844
	Iteration 11Q: 3 clusters Score -859026.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -859126.937500 Penalty: 4385.214844
	Iteration 12Q: 3 clusters Score -859126.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -859255.562500 Penalty: 4385.214844
	Iteration 13Q: 3 clusters Score -859255.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -859380.812500 Penalty: 4385.214844
	Iteration 14Q: 3 clusters Score -859380.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -859502.125000 Penalty: 4385.214844
	Iteration 15Q: 3 clusters Score -859502.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -859637.500000 Penalty: 4385.214844
	Iteration 16Q: 3 clusters Score -859637.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -859765.437500 Penalty: 4385.214844
	Iteration 17Q: 3 clusters Score -859765.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -859897.250000 Penalty: 4385.214844
	Iteration 18Q: 3 clusters Score -859897.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -860022.500000 Penalty: 4385.214844
	Iteration 19Q: 3 clusters Score -860022.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -860131.562500 Penalty: 4385.214844
	Iteration 20F: 3 clusters Score -860131.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -860231.687500 Penalty: 4385.214844
	Iteration 21Q: 3 clusters Score -860231.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -860315.375000 Penalty: 4385.214844
	Iteration 22Q: 3 clusters Score -860315.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -860371.375000 Penalty: 4385.214844
	Iteration 23Q: 3 clusters Score -860371.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -860414.187500 Penalty: 4385.214844
	Iteration 24Q: 3 clusters Score -860414.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -860438.500000 Penalty: 4385.214844
	Iteration 25Q: 3 clusters Score -860438.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -860453.375000 Penalty: 4385.214844
	Iteration 26Q: 3 clusters Score -860453.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -860474.062500 Penalty: 4385.214844
	Iteration 27Q: 3 clusters Score -860474.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -860488.312500 Penalty: 4385.214844
	Iteration 28Q: 3 clusters Score -860488.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -860496.687500 Penalty: 4385.214844
	Iteration 29Q: 3 clusters Score -860496.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -860505.812500 Penalty: 4385.214844
	Iteration 30Q: 3 clusters Score -860505.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -860512.375000 Penalty: 4385.214844
	Iteration 31Q: 3 clusters Score -860512.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -860522.937500 Penalty: 4385.214844
	Iteration 32Q: 3 clusters Score -860522.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -860527.562500 Penalty: 4385.214844
	Iteration 33Q: 3 clusters Score -860527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -860536.062500 Penalty: 4385.214844
	Iteration 34Q: 3 clusters Score -860536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -860539.750000 Penalty: 4385.214844
	Iteration 35Q: 3 clusters Score -860539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -860542.125000 Penalty: 4385.214844
	Iteration 36Q: 3 clusters Score -860542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -860540.625000 Penalty: 4385.214844
	Iteration 37Q: 3 clusters Score -860540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -860542.187500 Penalty: 4385.214844
	Iteration 38Q: 3 clusters Score -860542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -860543.062500 Penalty: 4385.214844
	Iteration 39Q: 3 clusters Score -860543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -860544.625000 Penalty: 4385.214844
	Iteration 40F: 3 clusters Score -860544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -860546.687500 Penalty: 4385.214844
	Iteration 41Q: 3 clusters Score -860546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -860547.625000 Penalty: 4385.214844
	Iteration 42Q: 3 clusters Score -860547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -860548.187500 Penalty: 4385.214844
	Iteration 43Q: 3 clusters Score -860548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -860548.125000 Penalty: 4385.214844
	Iteration 44Q: 3 clusters Score -860548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -860548.000000 Penalty: 4385.214844
	Iteration 45Q: 3 clusters Score -860548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -860551.812500 Penalty: 4385.214844
	Iteration 46Q: 3 clusters Score -860551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -860553.000000 Penalty: 4385.214844
	Iteration 47Q: 3 clusters Score -860553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -860554.625000 Penalty: 4385.214844
	Iteration 48Q: 3 clusters Score -860554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -860555.875000 Penalty: 4385.214844
	Iteration 49Q: 3 clusters Score -860555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -860557.062500 Penalty: 4385.214844
	Iteration 50Q: 3 clusters Score -860557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -860559.937500 Penalty: 4385.214844
	Iteration 51Q: 3 clusters Score -860559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -860560.375000 Penalty: 4385.214844
	Iteration 52Q: 3 clusters Score -860560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -860562.937500 Penalty: 4385.214844
	Iteration 53Q: 3 clusters Score -860562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -860564.375000 Penalty: 4385.214844
	Iteration 54Q: 3 clusters Score -860564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -860563.500000 Penalty: 4385.214844
	Iteration 55Q: 3 clusters Score -860563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -860567.625000 Penalty: 4385.214844
	Iteration 56Q: 3 clusters Score -860567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -860569.000000 Penalty: 4385.214844
	Iteration 57Q: 3 clusters Score -860569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -860567.812500 Penalty: 4385.214844
	Iteration 58Q: 3 clusters Score -860567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -860567.312500 Penalty: 4385.214844
	Iteration 59Q: 3 clusters Score -860567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -860567.000000 Penalty: 4385.214844
	Iteration 60F: 3 clusters Score -860567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -860567.687500 Penalty: 4385.214844
	Iteration 61Q: 3 clusters Score -860567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -860568.750000 Penalty: 4385.214844
	Iteration 62Q: 3 clusters Score -860568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -860568.437500 Penalty: 4385.214844
	Iteration 63Q: 3 clusters Score -860568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -860568.750000 Penalty: 4385.214844
	Iteration 64Q: 3 clusters Score -860568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -860571.750000 Penalty: 4385.214844
	Iteration 65Q: 3 clusters Score -860571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -860571.062500 Penalty: 4385.214844
	Iteration 66Q: 3 clusters Score -860571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -860573.500000 Penalty: 4385.214844
	Iteration 67Q: 3 clusters Score -860573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -860573.312500 Penalty: 4385.214844
	Iteration 68Q: 3 clusters Score -860573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -860572.625000 Penalty: 4385.214844
	Iteration 69Q: 3 clusters Score -860572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -860572.375000 Penalty: 4385.214844
	Iteration 70Q: 3 clusters Score -860572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -860572.625000 Penalty: 4385.214844
	Iteration 71Q: 3 clusters Score -860572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -860575.062500 Penalty: 4385.214844
	Iteration 72Q: 3 clusters Score -860575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -860573.875000 Penalty: 4385.214844
	Iteration 73Q: 3 clusters Score -860573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -860576.062500 Penalty: 4385.214844
	Iteration 74Q: 3 clusters Score -860576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -860576.812500 Penalty: 4385.214844
	Iteration 75Q: 3 clusters Score -860576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -860577.187500 Penalty: 4385.214844
	Iteration 76Q: 3 clusters Score -860577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -860577.687500 Penalty: 4385.214844
	Iteration 77Q: 3 clusters Score -860577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -860578.437500 Penalty: 4385.214844
	Iteration 78Q: 3 clusters Score -860578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -860579.937500 Penalty: 4385.214844
	Iteration 79Q: 3 clusters Score -860579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -860583.812500 Penalty: 4385.214844
	Iteration 80F: 3 clusters Score -860583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -860586.250000 Penalty: 4385.214844
	Iteration 81Q: 3 clusters Score -860586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -860590.937500 Penalty: 4385.214844
	Iteration 82Q: 3 clusters Score -860590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -860596.062500 Penalty: 4385.214844
	Iteration 83Q: 3 clusters Score -860596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -860597.187500 Penalty: 4385.214844
	Iteration 84Q: 3 clusters Score -860597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -860598.125000 Penalty: 4385.214844
	Iteration 85Q: 3 clusters Score -860598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -860600.375000 Penalty: 4385.214844
	Iteration 86Q: 3 clusters Score -860600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -860603.750000 Penalty: 4385.214844
	Iteration 87Q: 3 clusters Score -860603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -860603.125000 Penalty: 4385.214844
	Iteration 88Q: 3 clusters Score -860603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -860606.187500 Penalty: 4385.214844
	Iteration 89Q: 3 clusters Score -860606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -860611.250000 Penalty: 4385.214844
	Iteration 90Q: 3 clusters Score -860611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -860612.312500 Penalty: 4385.214844
	Iteration 91Q: 3 clusters Score -860612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -860613.125000 Penalty: 4385.214844
	Iteration 92Q: 3 clusters Score -860613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -860614.562500 Penalty: 4385.214844
	Iteration 93Q: 3 clusters Score -860614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -860613.625000 Penalty: 4385.214844
	Iteration 94Q: 3 clusters Score -860613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -860614.687500 Penalty: 4385.214844
	Iteration 95Q: 3 clusters Score -860614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -860614.687500 Penalty: 4385.214844
	Iteration 96Q: 3 clusters Score -860614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -860618.000000 Penalty: 4385.214844
	Iteration 97Q: 3 clusters Score -860618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -860618.937500 Penalty: 4385.214844
	Iteration 98Q: 3 clusters Score -860618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -860619.125000 Penalty: 4385.214844
	Iteration 99Q: 3 clusters Score -860619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -860621.250000 Penalty: 4385.214844
	Iteration 100F: 3 clusters Score -860621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -860620.812500 Penalty: 4385.214844
	Iteration 101Q: 3 clusters Score -860620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -860620.687500 Penalty: 4385.214844
	Iteration 102Q: 3 clusters Score -860620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -860621.875000 Penalty: 4385.214844
	Iteration 103Q: 3 clusters Score -860621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -860621.187500 Penalty: 4385.214844
	Iteration 104Q: 3 clusters Score -860621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -860621.312500 Penalty: 4385.214844
	Iteration 105Q: 3 clusters Score -860621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -860621.312500 Penalty: 4385.214844
	Iteration 106F: 3 clusters Score -860621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -327639.000000 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -327639 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 1385 members 
Entering Unmasked Estep 
Score: -324565.781250 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -324565.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -325270.843750 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -325270.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -325504.531250 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -325504.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -325663.593750 Penalty: 3913.914551
	Iteration 3F: 3 clusters Score -325663.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -325853.750000 Penalty: 3913.914551
	Iteration 4F: 3 clusters Score -325853.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -326020.718750 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -326020.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -326171.687500 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -326171.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -326298.937500 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -326298.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326418.000000 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -326418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -326486.562500 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -326486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -326522.437500 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -326522.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -326557.875000 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -326557.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -326589.937500 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -326589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -326605.062500 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -326605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -326616.000000 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -326616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -326621.312500 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -326621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -326625.437500 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -326625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -326632.812500 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -326632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -326640.625000 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -326640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -326645.031250 Penalty: 3913.914551
	Iteration 19Q: 3 clusters Score -326645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -326646.875000 Penalty: 3913.914551
	Iteration 20F: 3 clusters Score -326646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -326647.843750 Penalty: 3913.914551
	Iteration 21Q: 3 clusters Score -326647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -326647.843750 Penalty: 3913.914551
	Iteration 22F: 3 clusters Score -326647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -332008.781250 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -332008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -328953.500000 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -328953.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -329932.281250 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -329932.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330492.500000 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -330492.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -330817.218750 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -330817.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -330994.468750 Penalty: 3930.160400
	Iteration 4F: 3 clusters Score -330994.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -331077.218750 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -331077.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -331122.781250 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -331122.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -331152.250000 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -331152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -331168.531250 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -331168.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -331181.968750 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -331182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -331194.375000 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -331194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -331205.531250 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -331205.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -331218.531250 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -331218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -331222.968750 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -331223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -331224.875000 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -331224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331227.000000 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -331227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331227.875000 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -331227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331229.156250 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -331229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331230.187500 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -331230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -331230.937500 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -331230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331231.468750 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -331231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -331232.656250 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -331232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331232.906250 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -331232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -331232.906250 Penalty: 3930.160400
	Iteration 23F: 3 clusters Score -331232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -550108.000000 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -550108 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 2259 members 
Entering Unmasked Estep 
Score: -545825.625000 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -545825.6 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -546942.125000 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -546942.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -547381.937500 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -547381.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -547830.875000 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -547830.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -548210.375000 Penalty: 4178.729980
	Iteration 4F: 3 clusters Score -548210.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -548542.062500 Penalty: 4178.729980
	Iteration 5F: 3 clusters Score -548542.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -548785.750000 Penalty: 4178.729980
	Iteration 6F: 3 clusters Score -548785.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -548933.687500 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -548933.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -549024.437500 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -549024.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -549079.437500 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -549079.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -549108.437500 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -549108.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -549121.687500 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -549121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -549130.375000 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -549130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -549139.500000 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -549139.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -549146.687500 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -549146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -549150.687500 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -549150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -549156.187500 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -549156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -549160.000000 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -549160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -549161.250000 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -549161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -549163.000000 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -549163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -549163.500000 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -549163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -549163.562500 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -549163.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -549163.562500 Penalty: 4178.729980
	Iteration 22F: 3 clusters Score -549163.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -486885.625000 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -486885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -482930.593750 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -482930.6 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -483799.687500 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -483799.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -484066.812500 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -484066.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -484282.968750 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -484283 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -484460.250000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -484460.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -484647.500000 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -484647.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -484871.906250 Penalty: 4120.989258
	Iteration 6F: 3 clusters Score -484871.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -485129.281250 Penalty: 4120.989258
	Iteration 7F: 3 clusters Score -485129.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -485429.250000 Penalty: 4120.989258
	Iteration 8F: 3 clusters Score -485429.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -485629.125000 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -485629.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -485740.531250 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -485740.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -485800.406250 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -485800.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -485832.031250 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -485832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -485845.218750 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -485845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -485854.500000 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -485854.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -485858.125000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -485858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -485858.875000 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -485858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -485859.906250 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -485859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -485860.656250 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -485860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -485861.000000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -485861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -485861.000000 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -485861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -1003072.187500 Penalty: 2230.493164
	Iteration 0F: 2 clusters Score -1003072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -996635.062500 Penalty: 4460.986328
	Iteration 0F: 3 clusters Score -996635.1 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -998376.125000 Penalty: 4460.986328
	Iteration 1F: 3 clusters Score -998376.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -998691.000000 Penalty: 4460.986328
	Iteration 2F: 3 clusters Score -998691 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -998931.937500 Penalty: 4460.986328
	Iteration 3F: 3 clusters Score -998931.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -999167.875000 Penalty: 4460.986328
	Iteration 4Q: 3 clusters Score -999167.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -999396.750000 Penalty: 4460.986328
	Iteration 5Q: 3 clusters Score -999396.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -999611.500000 Penalty: 4460.986328
	Iteration 6Q: 3 clusters Score -999611.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -999787.500000 Penalty: 4460.986328
	Iteration 7Q: 3 clusters Score -999787.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -999932.437500 Penalty: 4460.986328
	Iteration 8Q: 3 clusters Score -999932.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1000059.437500 Penalty: 4460.986328
	Iteration 9Q: 3 clusters Score -1000059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1000183.125000 Penalty: 4460.986328
	Iteration 10Q: 3 clusters Score -1000183 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1000298.500000 Penalty: 4460.986328
	Iteration 11Q: 3 clusters Score -1000298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1000400.875000 Penalty: 4460.986328
	Iteration 12Q: 3 clusters Score -1000401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1000481.312500 Penalty: 4460.986328
	Iteration 13Q: 3 clusters Score -1000481 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1000547.250000 Penalty: 4460.986328
	Iteration 14Q: 3 clusters Score -1000547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1000599.312500 Penalty: 4460.986328
	Iteration 15Q: 3 clusters Score -1000599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1000645.812500 Penalty: 4460.986328
	Iteration 16Q: 3 clusters Score -1000646 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1000687.937500 Penalty: 4460.986328
	Iteration 17Q: 3 clusters Score -1000688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1000721.687500 Penalty: 4460.986328
	Iteration 18Q: 3 clusters Score -1000722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1000750.625000 Penalty: 4460.986328
	Iteration 19Q: 3 clusters Score -1000751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1000777.687500 Penalty: 4460.986328
	Iteration 20F: 3 clusters Score -1000778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1000808.812500 Penalty: 4460.986328
	Iteration 21Q: 3 clusters Score -1000809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1000827.562500 Penalty: 4460.986328
	Iteration 22Q: 3 clusters Score -1000828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1000841.312500 Penalty: 4460.986328
	Iteration 23Q: 3 clusters Score -1000841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1000852.562500 Penalty: 4460.986328
	Iteration 24Q: 3 clusters Score -1000853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1000864.312500 Penalty: 4460.986328
	Iteration 25Q: 3 clusters Score -1000864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1000877.937500 Penalty: 4460.986328
	Iteration 26Q: 3 clusters Score -1000878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1000890.875000 Penalty: 4460.986328
	Iteration 27Q: 3 clusters Score -1000891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1000904.562500 Penalty: 4460.986328
	Iteration 28Q: 3 clusters Score -1000905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1000917.937500 Penalty: 4460.986328
	Iteration 29Q: 3 clusters Score -1000918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1000928.187500 Penalty: 4460.986328
	Iteration 30Q: 3 clusters Score -1000928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1000935.875000 Penalty: 4460.986328
	Iteration 31Q: 3 clusters Score -1000936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1000944.562500 Penalty: 4460.986328
	Iteration 32Q: 3 clusters Score -1000945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1000955.187500 Penalty: 4460.986328
	Iteration 33Q: 3 clusters Score -1000955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1000963.562500 Penalty: 4460.986328
	Iteration 34Q: 3 clusters Score -1000964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1000973.187500 Penalty: 4460.986328
	Iteration 35Q: 3 clusters Score -1000973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1000981.812500 Penalty: 4460.986328
	Iteration 36Q: 3 clusters Score -1000982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1000985.375000 Penalty: 4460.986328
	Iteration 37Q: 3 clusters Score -1000985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1000990.562500 Penalty: 4460.986328
	Iteration 38Q: 3 clusters Score -1000991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1000993.312500 Penalty: 4460.986328
	Iteration 39Q: 3 clusters Score -1000993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1000995.125000 Penalty: 4460.986328
	Iteration 40F: 3 clusters Score -1000995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1000996.562500 Penalty: 4460.986328
	Iteration 41Q: 3 clusters Score -1000997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1000998.000000 Penalty: 4460.986328
	Iteration 42Q: 3 clusters Score -1000998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1000999.312500 Penalty: 4460.986328
	Iteration 43Q: 3 clusters Score -1000999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1000999.562500 Penalty: 4460.986328
	Iteration 44Q: 3 clusters Score -1001000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1001002.687500 Penalty: 4460.986328
	Iteration 45Q: 3 clusters Score -1001003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1001005.187500 Penalty: 4460.986328
	Iteration 46Q: 3 clusters Score -1001005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1001009.687500 Penalty: 4460.986328
	Iteration 47Q: 3 clusters Score -1001010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1001010.187500 Penalty: 4460.986328
	Iteration 48Q: 3 clusters Score -1001010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1001009.312500 Penalty: 4460.986328
	Iteration 49Q: 3 clusters Score -1001009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1001008.437500 Penalty: 4460.986328
	Iteration 50Q: 3 clusters Score -1001008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1001010.937500 Penalty: 4460.986328
	Iteration 51Q: 3 clusters Score -1001011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1001012.937500 Penalty: 4460.986328
	Iteration 52Q: 3 clusters Score -1001013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1001012.937500 Penalty: 4460.986328
	Iteration 53F: 3 clusters Score -1001013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -103808.476562 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -103808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102191.242188 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -102191.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102444.625000 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -102444.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -102557.796875 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -102557.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102654.242188 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -102654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102714.968750 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -102715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102758.390625 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -102758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -102794.273438 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -102794.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -102860.679688 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -102860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102915.414062 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -102915.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -102999.515625 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -102999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -103066.398438 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -103066.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -103117.210938 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -103117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103126.554688 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -103126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103134.843750 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -103134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -103133.984375 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -103134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -103139.835938 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -103139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -103143.812500 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -103143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -103142.976562 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -103143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -103150.015625 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -103150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -103155.968750 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -103156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -103158.179688 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -103158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -103154.453125 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -103154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -103154.453125 Penalty: 3204.888184
	Iteration 22F: 3 clusters Score -103154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -594414.125000 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -594414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -589680.812500 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -589680.8 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -590814.625000 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -590814.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -591136.750000 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -591136.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -591566.687500 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -591566.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -591997.250000 Penalty: 4253.429199
	Iteration 4F: 3 clusters Score -591997.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -592268.187500 Penalty: 4253.429199
	Iteration 5F: 3 clusters Score -592268.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -592514.000000 Penalty: 4253.429199
	Iteration 6F: 3 clusters Score -592514 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -592730.500000 Penalty: 4253.429199
	Iteration 7Q: 3 clusters Score -592730.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -592911.375000 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -592911.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -593064.312500 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -593064.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -593194.625000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -593194.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -593296.000000 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -593296 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -593390.437500 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -593390.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -593463.500000 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -593463.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -593523.375000 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -593523.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -593579.562500 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -593579.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -593636.750000 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -593636.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -593686.687500 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -593686.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -593725.250000 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -593725.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -593759.062500 Penalty: 4253.429199
	Iteration 19Q: 3 clusters Score -593759.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -593791.000000 Penalty: 4253.429199
	Iteration 20F: 3 clusters Score -593791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -593817.062500 Penalty: 4253.429199
	Iteration 21Q: 3 clusters Score -593817.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -593840.250000 Penalty: 4253.429199
	Iteration 22Q: 3 clusters Score -593840.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -593869.187500 Penalty: 4253.429199
	Iteration 23Q: 3 clusters Score -593869.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -593891.437500 Penalty: 4253.429199
	Iteration 24Q: 3 clusters Score -593891.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -593918.062500 Penalty: 4253.429199
	Iteration 25Q: 3 clusters Score -593918.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -593944.062500 Penalty: 4253.429199
	Iteration 26Q: 3 clusters Score -593944.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -593968.187500 Penalty: 4253.429199
	Iteration 27Q: 3 clusters Score -593968.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -593986.562500 Penalty: 4253.429199
	Iteration 28Q: 3 clusters Score -593986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -594001.125000 Penalty: 4253.429199
	Iteration 29Q: 3 clusters Score -594001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -594010.250000 Penalty: 4253.429199
	Iteration 30Q: 3 clusters Score -594010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -594014.937500 Penalty: 4253.429199
	Iteration 31Q: 3 clusters Score -594014.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -594019.937500 Penalty: 4253.429199
	Iteration 32Q: 3 clusters Score -594019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -594022.437500 Penalty: 4253.429199
	Iteration 33Q: 3 clusters Score -594022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -594026.687500 Penalty: 4253.429199
	Iteration 34Q: 3 clusters Score -594026.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -594032.062500 Penalty: 4253.429199
	Iteration 35Q: 3 clusters Score -594032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -594037.250000 Penalty: 4253.429199
	Iteration 36Q: 3 clusters Score -594037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -594038.500000 Penalty: 4253.429199
	Iteration 37Q: 3 clusters Score -594038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -594038.500000 Penalty: 4253.429199
	Iteration 38F: 3 clusters Score -594038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -118822.570312 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -118822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116911.078125 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -116911.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117189.640625 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -117189.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117280.750000 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -117280.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117345.656250 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -117345.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117380.867188 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -117380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117401.812500 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -117401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117406.062500 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -117406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117407.328125 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -117407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117409.242188 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -117409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117409.703125 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -117409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117409.703125 Penalty: 3417.237305
	Iteration 10F: 3 clusters Score -117409.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -255312.265625 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -255312.3 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 1202 members 
Entering Unmasked Estep 
Score: -252459.234375 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -252459.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -253098.218750 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -253098.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -253296.734375 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -253296.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253467.000000 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -253467 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253591.656250 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -253591.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253703.687500 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -253703.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253795.000000 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -253795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253873.578125 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -253873.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -253964.906250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -253964.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -254037.296875 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -254037.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -254087.890625 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -254087.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254130.375000 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -254130.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -254157.734375 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -254157.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254183.218750 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -254183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254209.328125 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -254209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254231.656250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -254231.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254250.890625 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -254250.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -254261.265625 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -254261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -254271.312500 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -254271.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254281.625000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -254281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254288.000000 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -254288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -254296.203125 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -254296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254303.593750 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -254303.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -254308.718750 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -254308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254311.796875 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -254311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254315.250000 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -254315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -254321.437500 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -254321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -254329.359375 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -254329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -254332.515625 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -254332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -254335.562500 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -254335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -254336.937500 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -254336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -254338.468750 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -254338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -254341.562500 Penalty: 3862.747314
	Iteration 32Q: 3 clusters Score -254341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254343.968750 Penalty: 3862.747314
	Iteration 33Q: 3 clusters Score -254344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -254346.171875 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -254346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -254346.171875 Penalty: 3862.747314
	Iteration 35F: 3 clusters Score -254346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -1078577.375000 Penalty: 2253.305664
	Iteration 0F: 2 clusters Score -1078577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1071633.125000 Penalty: 4506.611328
	Iteration 0F: 3 clusters Score -1071633 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1073667.500000 Penalty: 4506.611328
	Iteration 1F: 3 clusters Score -1073668 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1073995.750000 Penalty: 4506.611328
	Iteration 2F: 3 clusters Score -1073996 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1074242.250000 Penalty: 4506.611328
	Iteration 3F: 3 clusters Score -1074242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1074509.500000 Penalty: 4506.611328
	Iteration 4Q: 3 clusters Score -1074510 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1074763.750000 Penalty: 4506.611328
	Iteration 5Q: 3 clusters Score -1074764 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1074965.625000 Penalty: 4506.611328
	Iteration 6Q: 3 clusters Score -1074966 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1075138.625000 Penalty: 4506.611328
	Iteration 7Q: 3 clusters Score -1075139 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1075308.500000 Penalty: 4506.611328
	Iteration 8Q: 3 clusters Score -1075308 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1075458.250000 Penalty: 4506.611328
	Iteration 9Q: 3 clusters Score -1075458 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1075624.375000 Penalty: 4506.611328
	Iteration 10Q: 3 clusters Score -1075624 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1075807.375000 Penalty: 4506.611328
	Iteration 11Q: 3 clusters Score -1075807 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1075978.125000 Penalty: 4506.611328
	Iteration 12Q: 3 clusters Score -1075978 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1076151.625000 Penalty: 4506.611328
	Iteration 13Q: 3 clusters Score -1076152 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1076314.000000 Penalty: 4506.611328
	Iteration 14Q: 3 clusters Score -1076314 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1076414.750000 Penalty: 4506.611328
	Iteration 15Q: 3 clusters Score -1076415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1076496.000000 Penalty: 4506.611328
	Iteration 16Q: 3 clusters Score -1076496 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1076559.000000 Penalty: 4506.611328
	Iteration 17Q: 3 clusters Score -1076559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1076620.125000 Penalty: 4506.611328
	Iteration 18Q: 3 clusters Score -1076620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1076682.500000 Penalty: 4506.611328
	Iteration 19Q: 3 clusters Score -1076682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1076736.250000 Penalty: 4506.611328
	Iteration 20F: 3 clusters Score -1076736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1076796.125000 Penalty: 4506.611328
	Iteration 21Q: 3 clusters Score -1076796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1076852.375000 Penalty: 4506.611328
	Iteration 22Q: 3 clusters Score -1076852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1076899.250000 Penalty: 4506.611328
	Iteration 23Q: 3 clusters Score -1076899 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1076938.125000 Penalty: 4506.611328
	Iteration 24Q: 3 clusters Score -1076938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1076971.750000 Penalty: 4506.611328
	Iteration 25Q: 3 clusters Score -1076972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1077004.125000 Penalty: 4506.611328
	Iteration 26Q: 3 clusters Score -1077004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1077032.250000 Penalty: 4506.611328
	Iteration 27Q: 3 clusters Score -1077032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1077054.625000 Penalty: 4506.611328
	Iteration 28Q: 3 clusters Score -1077055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1077065.000000 Penalty: 4506.611328
	Iteration 29Q: 3 clusters Score -1077065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1077073.625000 Penalty: 4506.611328
	Iteration 30Q: 3 clusters Score -1077074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1077078.750000 Penalty: 4506.611328
	Iteration 31Q: 3 clusters Score -1077079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1077083.250000 Penalty: 4506.611328
	Iteration 32Q: 3 clusters Score -1077083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1077084.250000 Penalty: 4506.611328
	Iteration 33Q: 3 clusters Score -1077084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1077087.500000 Penalty: 4506.611328
	Iteration 34Q: 3 clusters Score -1077088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1077085.500000 Penalty: 4506.611328
	Iteration 35Q: 3 clusters Score -1077086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1077086.500000 Penalty: 4506.611328
	Iteration 36Q: 3 clusters Score -1077086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1077087.625000 Penalty: 4506.611328
	Iteration 37Q: 3 clusters Score -1077088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1077090.375000 Penalty: 4506.611328
	Iteration 38Q: 3 clusters Score -1077090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1077091.000000 Penalty: 4506.611328
	Iteration 39Q: 3 clusters Score -1077091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1077091.250000 Penalty: 4506.611328
	Iteration 40F: 3 clusters Score -1077091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1077090.000000 Penalty: 4506.611328
	Iteration 41Q: 3 clusters Score -1077090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1077089.500000 Penalty: 4506.611328
	Iteration 42Q: 3 clusters Score -1077090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1077091.000000 Penalty: 4506.611328
	Iteration 43Q: 3 clusters Score -1077091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1077090.500000 Penalty: 4506.611328
	Iteration 44Q: 3 clusters Score -1077090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1077089.625000 Penalty: 4506.611328
	Iteration 45Q: 3 clusters Score -1077090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1077091.000000 Penalty: 4506.611328
	Iteration 46Q: 3 clusters Score -1077091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1077090.875000 Penalty: 4506.611328
	Iteration 47Q: 3 clusters Score -1077091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1077091.625000 Penalty: 4506.611328
	Iteration 48Q: 3 clusters Score -1077092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1077091.375000 Penalty: 4506.611328
	Iteration 49Q: 3 clusters Score -1077091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1077092.625000 Penalty: 4506.611328
	Iteration 50Q: 3 clusters Score -1077093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1077096.125000 Penalty: 4506.611328
	Iteration 51Q: 3 clusters Score -1077096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1077096.375000 Penalty: 4506.611328
	Iteration 52Q: 3 clusters Score -1077096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1077094.875000 Penalty: 4506.611328
	Iteration 53Q: 3 clusters Score -1077095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1077094.875000 Penalty: 4506.611328
	Iteration 54F: 3 clusters Score -1077095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -219294.359375 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -219294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -216603.421875 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -216603.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -217165.078125 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -217165.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -217362.875000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -217362.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217511.812500 Penalty: 3810.511230
	Iteration 3F: 3 clusters Score -217511.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -217625.656250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -217625.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217719.750000 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -217719.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -217798.593750 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -217798.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -217857.296875 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -217857.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -217896.468750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -217896.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217928.484375 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -217928.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -217951.828125 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -217951.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -217970.906250 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -217970.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -217981.593750 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -217981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217989.593750 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -217989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217993.390625 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -217993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -218002.515625 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -218002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -218010.937500 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -218010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -218022.656250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -218022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -218036.234375 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -218036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -218055.656250 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -218055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -218081.593750 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -218081.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -218108.156250 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -218108.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -218132.812500 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -218132.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -218151.593750 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -218151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -218167.656250 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -218167.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -218185.500000 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -218185.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -218205.437500 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -218205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -218213.593750 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -218213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -218219.265625 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -218219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -218222.765625 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -218222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -218225.203125 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -218225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218226.921875 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -218226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -218227.343750 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -218227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -218229.062500 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -218229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -218229.859375 Penalty: 3810.511230
	Iteration 34Q: 3 clusters Score -218229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -218229.859375 Penalty: 3810.511230
	Iteration 35F: 3 clusters Score -218229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (10515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Entering Unmasked Estep 
Score: -1179700.500000 Penalty: 2296.618408
	Iteration 0F: 2 clusters Score -1179700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1171775.625000 Penalty: 4593.236816
	Iteration 0F: 3 clusters Score -1171776 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1174192.875000 Penalty: 4593.236816
	Iteration 1F: 3 clusters Score -1174193 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1174604.375000 Penalty: 4593.236816
	Iteration 2F: 3 clusters Score -1174604 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1174894.875000 Penalty: 4593.236816
	Iteration 3F: 3 clusters Score -1174895 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1175128.750000 Penalty: 4593.236816
	Iteration 4Q: 3 clusters Score -1175129 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1175344.375000 Penalty: 4593.236816
	Iteration 5Q: 3 clusters Score -1175344 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1175540.250000 Penalty: 4593.236816
	Iteration 6Q: 3 clusters Score -1175540 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1175757.625000 Penalty: 4593.236816
	Iteration 7Q: 3 clusters Score -1175758 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1175946.375000 Penalty: 4593.236816
	Iteration 8Q: 3 clusters Score -1175946 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1176141.875000 Penalty: 4593.236816
	Iteration 9Q: 3 clusters Score -1176142 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1176299.000000 Penalty: 4593.236816
	Iteration 10Q: 3 clusters Score -1176299 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1176422.875000 Penalty: 4593.236816
	Iteration 11Q: 3 clusters Score -1176423 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1176541.125000 Penalty: 4593.236816
	Iteration 12Q: 3 clusters Score -1176541 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1176640.500000 Penalty: 4593.236816
	Iteration 13Q: 3 clusters Score -1176640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1176719.000000 Penalty: 4593.236816
	Iteration 14Q: 3 clusters Score -1176719 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1176778.500000 Penalty: 4593.236816
	Iteration 15Q: 3 clusters Score -1176778 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1176831.000000 Penalty: 4593.236816
	Iteration 16Q: 3 clusters Score -1176831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1176889.125000 Penalty: 4593.236816
	Iteration 17Q: 3 clusters Score -1176889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1176942.625000 Penalty: 4593.236816
	Iteration 18Q: 3 clusters Score -1176943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1176990.375000 Penalty: 4593.236816
	Iteration 19Q: 3 clusters Score -1176990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1177031.250000 Penalty: 4593.236816
	Iteration 20F: 3 clusters Score -1177031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1177064.125000 Penalty: 4593.236816
	Iteration 21Q: 3 clusters Score -1177064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1177097.500000 Penalty: 4593.236816
	Iteration 22Q: 3 clusters Score -1177098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1177124.375000 Penalty: 4593.236816
	Iteration 23Q: 3 clusters Score -1177124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1177145.250000 Penalty: 4593.236816
	Iteration 24Q: 3 clusters Score -1177145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1177157.875000 Penalty: 4593.236816
	Iteration 25Q: 3 clusters Score -1177158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1177174.750000 Penalty: 4593.236816
	Iteration 26Q: 3 clusters Score -1177175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1177180.000000 Penalty: 4593.236816
	Iteration 27Q: 3 clusters Score -1177180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1177188.000000 Penalty: 4593.236816
	Iteration 28Q: 3 clusters Score -1177188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1177194.375000 Penalty: 4593.236816
	Iteration 29Q: 3 clusters Score -1177194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1177197.750000 Penalty: 4593.236816
	Iteration 30Q: 3 clusters Score -1177198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1177204.375000 Penalty: 4593.236816
	Iteration 31Q: 3 clusters Score -1177204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1177210.500000 Penalty: 4593.236816
	Iteration 32Q: 3 clusters Score -1177210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1177217.000000 Penalty: 4593.236816
	Iteration 33Q: 3 clusters Score -1177217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1177225.875000 Penalty: 4593.236816
	Iteration 34Q: 3 clusters Score -1177226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1177229.500000 Penalty: 4593.236816
	Iteration 35Q: 3 clusters Score -1177230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1177230.875000 Penalty: 4593.236816
	Iteration 36Q: 3 clusters Score -1177231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1177231.250000 Penalty: 4593.236816
	Iteration 37Q: 3 clusters Score -1177231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1177237.000000 Penalty: 4593.236816
	Iteration 38Q: 3 clusters Score -1177237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1177236.750000 Penalty: 4593.236816
	Iteration 39Q: 3 clusters Score -1177237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1177238.625000 Penalty: 4593.236816
	Iteration 40F: 3 clusters Score -1177239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1177238.625000 Penalty: 4593.236816
	Iteration 41Q: 3 clusters Score -1177239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1177241.250000 Penalty: 4593.236816
	Iteration 42Q: 3 clusters Score -1177241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1177241.875000 Penalty: 4593.236816
	Iteration 43Q: 3 clusters Score -1177242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1177242.625000 Penalty: 4593.236816
	Iteration 44Q: 3 clusters Score -1177243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1177248.000000 Penalty: 4593.236816
	Iteration 45Q: 3 clusters Score -1177248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1177249.750000 Penalty: 4593.236816
	Iteration 46Q: 3 clusters Score -1177250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1177250.250000 Penalty: 4593.236816
	Iteration 47Q: 3 clusters Score -1177250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1177251.625000 Penalty: 4593.236816
	Iteration 48Q: 3 clusters Score -1177252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1177251.625000 Penalty: 4593.236816
	Iteration 49Q: 3 clusters Score -1177252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1177253.750000 Penalty: 4593.236816
	Iteration 50Q: 3 clusters Score -1177254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1177254.125000 Penalty: 4593.236816
	Iteration 51Q: 3 clusters Score -1177254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1177254.750000 Penalty: 4593.236816
	Iteration 52Q: 3 clusters Score -1177255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1177259.750000 Penalty: 4593.236816
	Iteration 53Q: 3 clusters Score -1177260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1177255.500000 Penalty: 4593.236816
	Iteration 54Q: 3 clusters Score -1177256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1177258.625000 Penalty: 4593.236816
	Iteration 55Q: 3 clusters Score -1177259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1177257.500000 Penalty: 4593.236816
	Iteration 56Q: 3 clusters Score -1177258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1177260.500000 Penalty: 4593.236816
	Iteration 57Q: 3 clusters Score -1177260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1177261.750000 Penalty: 4593.236816
	Iteration 58Q: 3 clusters Score -1177262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1177261.750000 Penalty: 4593.236816
	Iteration 59Q: 3 clusters Score -1177262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1177262.875000 Penalty: 4593.236816
	Iteration 60F: 3 clusters Score -1177263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1177263.750000 Penalty: 4593.236816
	Iteration 61Q: 3 clusters Score -1177264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1177262.375000 Penalty: 4593.236816
	Iteration 62Q: 3 clusters Score -1177262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1177262.000000 Penalty: 4593.236816
	Iteration 63Q: 3 clusters Score -1177262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1177259.750000 Penalty: 4593.236816
	Iteration 64Q: 3 clusters Score -1177260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1177262.875000 Penalty: 4593.236816
	Iteration 65Q: 3 clusters Score -1177263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1177262.000000 Penalty: 4593.236816
	Iteration 66Q: 3 clusters Score -1177262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1177266.375000 Penalty: 4593.236816
	Iteration 67Q: 3 clusters Score -1177266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1177267.250000 Penalty: 4593.236816
	Iteration 68Q: 3 clusters Score -1177267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1177268.125000 Penalty: 4593.236816
	Iteration 69Q: 3 clusters Score -1177268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1177269.375000 Penalty: 4593.236816
	Iteration 70Q: 3 clusters Score -1177269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1177268.500000 Penalty: 4593.236816
	Iteration 71Q: 3 clusters Score -1177268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1177269.125000 Penalty: 4593.236816
	Iteration 72Q: 3 clusters Score -1177269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1177271.000000 Penalty: 4593.236816
	Iteration 73Q: 3 clusters Score -1177271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1177271.875000 Penalty: 4593.236816
	Iteration 74Q: 3 clusters Score -1177272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1177271.875000 Penalty: 4593.236816
	Iteration 75F: 3 clusters Score -1177272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Entering Unmasked Estep 
Score: -3367831.500000 Penalty: 2529.920654
	Iteration 0F: 2 clusters Score -3367832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3349217.250000 Penalty: 5059.841309
	Iteration 0F: 3 clusters Score -3349217 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3355627.250000 Penalty: 5059.841309
	Iteration 1F: 3 clusters Score -3355627 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3356029.500000 Penalty: 5059.841309
	Iteration 2Q: 3 clusters Score -3356030 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3356391.000000 Penalty: 5059.841309
	Iteration 3Q: 3 clusters Score -3356391 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3356715.000000 Penalty: 5059.841309
	Iteration 4Q: 3 clusters Score -3356715 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3356993.250000 Penalty: 5059.841309
	Iteration 5Q: 3 clusters Score -3356993 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3357271.500000 Penalty: 5059.841309
	Iteration 6Q: 3 clusters Score -3357272 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3357550.500000 Penalty: 5059.841309
	Iteration 7Q: 3 clusters Score -3357550 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3357899.250000 Penalty: 5059.841309
	Iteration 8Q: 3 clusters Score -3357899 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3358307.500000 Penalty: 5059.841309
	Iteration 9Q: 3 clusters Score -3358308 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3358862.500000 Penalty: 5059.841309
	Iteration 10Q: 3 clusters Score -3358862 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3359641.750000 Penalty: 5059.841309
	Iteration 11Q: 3 clusters Score -3359642 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3360575.000000 Penalty: 5059.841309
	Iteration 12F: 3 clusters Score -3360575 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3361636.000000 Penalty: 5059.841309
	Iteration 13F: 3 clusters Score -3361636 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3362659.250000 Penalty: 5059.841309
	Iteration 14Q: 3 clusters Score -3362659 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3363538.500000 Penalty: 5059.841309
	Iteration 15Q: 3 clusters Score -3363538 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3364153.750000 Penalty: 5059.841309
	Iteration 16Q: 3 clusters Score -3364154 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3364578.750000 Penalty: 5059.841309
	Iteration 17Q: 3 clusters Score -3364579 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3364923.500000 Penalty: 5059.841309
	Iteration 18Q: 3 clusters Score -3364924 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3365135.750000 Penalty: 5059.841309
	Iteration 19Q: 3 clusters Score -3365136 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3365319.500000 Penalty: 5059.841309
	Iteration 20F: 3 clusters Score -3365320 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3365480.250000 Penalty: 5059.841309
	Iteration 21Q: 3 clusters Score -3365480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3365592.500000 Penalty: 5059.841309
	Iteration 22Q: 3 clusters Score -3365592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3365649.250000 Penalty: 5059.841309
	Iteration 23Q: 3 clusters Score -3365649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3365707.250000 Penalty: 5059.841309
	Iteration 24Q: 3 clusters Score -3365707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3365759.750000 Penalty: 5059.841309
	Iteration 25Q: 3 clusters Score -3365760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3365800.250000 Penalty: 5059.841309
	Iteration 26Q: 3 clusters Score -3365800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3365828.500000 Penalty: 5059.841309
	Iteration 27Q: 3 clusters Score -3365828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3365843.500000 Penalty: 5059.841309
	Iteration 28Q: 3 clusters Score -3365844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3365854.250000 Penalty: 5059.841309
	Iteration 29Q: 3 clusters Score -3365854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3365868.250000 Penalty: 5059.841309
	Iteration 30Q: 3 clusters Score -3365868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3365880.250000 Penalty: 5059.841309
	Iteration 31Q: 3 clusters Score -3365880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3365892.500000 Penalty: 5059.841309
	Iteration 32Q: 3 clusters Score -3365892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3365895.250000 Penalty: 5059.841309
	Iteration 33Q: 3 clusters Score -3365895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3365897.250000 Penalty: 5059.841309
	Iteration 34Q: 3 clusters Score -3365897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3365900.250000 Penalty: 5059.841309
	Iteration 35Q: 3 clusters Score -3365900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3365903.500000 Penalty: 5059.841309
	Iteration 36Q: 3 clusters Score -3365904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3365901.750000 Penalty: 5059.841309
	Iteration 37Q: 3 clusters Score -3365902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3365903.750000 Penalty: 5059.841309
	Iteration 38Q: 3 clusters Score -3365904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3365903.000000 Penalty: 5059.841309
	Iteration 39Q: 3 clusters Score -3365903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3365903.500000 Penalty: 5059.841309
	Iteration 40F: 3 clusters Score -3365904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -739582.812500 Penalty: 2159.537598
	Iteration 0F: 2 clusters Score -739582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -734413.687500 Penalty: 4319.075195
	Iteration 0F: 3 clusters Score -734413.7 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -735672.750000 Penalty: 4319.075195
	Iteration 1F: 3 clusters Score -735672.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -735905.375000 Penalty: 4319.075195
	Iteration 2F: 3 clusters Score -735905.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -736078.187500 Penalty: 4319.075195
	Iteration 3F: 3 clusters Score -736078.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -736200.625000 Penalty: 4319.075195
	Iteration 4Q: 3 clusters Score -736200.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -736281.937500 Penalty: 4319.075195
	Iteration 5Q: 3 clusters Score -736281.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -736358.062500 Penalty: 4319.075195
	Iteration 6Q: 3 clusters Score -736358.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -736421.625000 Penalty: 4319.075195
	Iteration 7Q: 3 clusters Score -736421.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -736475.250000 Penalty: 4319.075195
	Iteration 8Q: 3 clusters Score -736475.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -736528.250000 Penalty: 4319.075195
	Iteration 9Q: 3 clusters Score -736528.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -736572.625000 Penalty: 4319.075195
	Iteration 10Q: 3 clusters Score -736572.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -736616.562500 Penalty: 4319.075195
	Iteration 11Q: 3 clusters Score -736616.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -736671.187500 Penalty: 4319.075195
	Iteration 12Q: 3 clusters Score -736671.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -736727.000000 Penalty: 4319.075195
	Iteration 13Q: 3 clusters Score -736727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -736772.437500 Penalty: 4319.075195
	Iteration 14Q: 3 clusters Score -736772.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -736825.625000 Penalty: 4319.075195
	Iteration 15Q: 3 clusters Score -736825.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -736893.937500 Penalty: 4319.075195
	Iteration 16Q: 3 clusters Score -736893.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -736971.500000 Penalty: 4319.075195
	Iteration 17Q: 3 clusters Score -736971.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -737065.937500 Penalty: 4319.075195
	Iteration 18Q: 3 clusters Score -737065.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -737187.500000 Penalty: 4319.075195
	Iteration 19Q: 3 clusters Score -737187.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -737312.250000 Penalty: 4319.075195
	Iteration 20F: 3 clusters Score -737312.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -737442.062500 Penalty: 4319.075195
	Iteration 21Q: 3 clusters Score -737442.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -737584.937500 Penalty: 4319.075195
	Iteration 22Q: 3 clusters Score -737584.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -737693.625000 Penalty: 4319.075195
	Iteration 23Q: 3 clusters Score -737693.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -737786.687500 Penalty: 4319.075195
	Iteration 24Q: 3 clusters Score -737786.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -737877.437500 Penalty: 4319.075195
	Iteration 25Q: 3 clusters Score -737877.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -737966.250000 Penalty: 4319.075195
	Iteration 26Q: 3 clusters Score -737966.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -738043.375000 Penalty: 4319.075195
	Iteration 27Q: 3 clusters Score -738043.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -738115.687500 Penalty: 4319.075195
	Iteration 28Q: 3 clusters Score -738115.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -738177.562500 Penalty: 4319.075195
	Iteration 29Q: 3 clusters Score -738177.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -738232.250000 Penalty: 4319.075195
	Iteration 30Q: 3 clusters Score -738232.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -738277.750000 Penalty: 4319.075195
	Iteration 31Q: 3 clusters Score -738277.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -738307.187500 Penalty: 4319.075195
	Iteration 32Q: 3 clusters Score -738307.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -738332.250000 Penalty: 4319.075195
	Iteration 33Q: 3 clusters Score -738332.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -738343.625000 Penalty: 4319.075195
	Iteration 34Q: 3 clusters Score -738343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -738355.937500 Penalty: 4319.075195
	Iteration 35Q: 3 clusters Score -738355.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -738364.750000 Penalty: 4319.075195
	Iteration 36Q: 3 clusters Score -738364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -738375.125000 Penalty: 4319.075195
	Iteration 37Q: 3 clusters Score -738375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -738377.500000 Penalty: 4319.075195
	Iteration 38Q: 3 clusters Score -738377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -738382.062500 Penalty: 4319.075195
	Iteration 39Q: 3 clusters Score -738382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -738382.437500 Penalty: 4319.075195
	Iteration 40F: 3 clusters Score -738382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -738383.000000 Penalty: 4319.075195
	Iteration 41Q: 3 clusters Score -738383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -738382.937500 Penalty: 4319.075195
	Iteration 42Q: 3 clusters Score -738382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -738383.500000 Penalty: 4319.075195
	Iteration 43Q: 3 clusters Score -738383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -738383.750000 Penalty: 4319.075195
	Iteration 44Q: 3 clusters Score -738383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -738383.750000 Penalty: 4319.075195
	Iteration 45F: 3 clusters Score -738383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -395527.125000 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -395527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -392131.687500 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -392131.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -392838.906250 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -392838.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -392990.968750 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -392991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393077.500000 Penalty: 4005.025879
	Iteration 3Q: 3 clusters Score -393077.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -393149.062500 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -393149.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -393206.468750 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -393206.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393241.843750 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -393241.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393259.656250 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -393259.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -393271.937500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -393271.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -393285.937500 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -393285.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -393302.031250 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -393302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -393319.343750 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -393319.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393335.218750 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -393335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -393349.218750 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -393349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -393360.875000 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -393360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -393372.218750 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -393372.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -393380.625000 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -393380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -393387.937500 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -393387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -393394.625000 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -393394.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -393405.406250 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -393405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -393414.625000 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -393414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -393420.250000 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -393420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -393424.281250 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -393424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -393426.656250 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -393426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -393427.406250 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -393427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -393428.781250 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -393428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -393432.093750 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -393432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -393435.218750 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -393435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -393438.593750 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -393438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -393441.437500 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -393441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -393447.250000 Penalty: 4005.025879
	Iteration 30Q: 3 clusters Score -393447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -393450.062500 Penalty: 4005.025879
	Iteration 31Q: 3 clusters Score -393450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393452.593750 Penalty: 4005.025879
	Iteration 32Q: 3 clusters Score -393452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -393454.750000 Penalty: 4005.025879
	Iteration 33Q: 3 clusters Score -393454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -393455.468750 Penalty: 4005.025879
	Iteration 34Q: 3 clusters Score -393455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393455.906250 Penalty: 4005.025879
	Iteration 35Q: 3 clusters Score -393455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393456.656250 Penalty: 4005.025879
	Iteration 36Q: 3 clusters Score -393456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -393457.468750 Penalty: 4005.025879
	Iteration 37Q: 3 clusters Score -393457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -393457.125000 Penalty: 4005.025879
	Iteration 38Q: 3 clusters Score -393457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -393457.125000 Penalty: 4005.025879
	Iteration 39F: 3 clusters Score -393457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -896652.937500 Penalty: 2204.343262
	Iteration 0F: 2 clusters Score -896652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -890709.875000 Penalty: 4408.686523
	Iteration 0F: 3 clusters Score -890709.9 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -892310.562500 Penalty: 4408.686523
	Iteration 1F: 3 clusters Score -892310.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -892622.125000 Penalty: 4408.686523
	Iteration 2F: 3 clusters Score -892622.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -892866.312500 Penalty: 4408.686523
	Iteration 3F: 3 clusters Score -892866.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -893116.375000 Penalty: 4408.686523
	Iteration 4F: 3 clusters Score -893116.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -893402.062500 Penalty: 4408.686523
	Iteration 5F: 3 clusters Score -893402.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -893718.250000 Penalty: 4408.686523
	Iteration 6F: 3 clusters Score -893718.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -894028.312500 Penalty: 4408.686523
	Iteration 7F: 3 clusters Score -894028.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -894274.812500 Penalty: 4408.686523
	Iteration 8Q: 3 clusters Score -894274.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -894447.875000 Penalty: 4408.686523
	Iteration 9Q: 3 clusters Score -894447.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -894554.062500 Penalty: 4408.686523
	Iteration 10Q: 3 clusters Score -894554.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -894615.812500 Penalty: 4408.686523
	Iteration 11Q: 3 clusters Score -894615.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -894646.375000 Penalty: 4408.686523
	Iteration 12Q: 3 clusters Score -894646.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -894668.750000 Penalty: 4408.686523
	Iteration 13Q: 3 clusters Score -894668.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -894683.375000 Penalty: 4408.686523
	Iteration 14Q: 3 clusters Score -894683.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -894693.187500 Penalty: 4408.686523
	Iteration 15Q: 3 clusters Score -894693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -894701.937500 Penalty: 4408.686523
	Iteration 16Q: 3 clusters Score -894701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -894704.812500 Penalty: 4408.686523
	Iteration 17Q: 3 clusters Score -894704.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -894706.125000 Penalty: 4408.686523
	Iteration 18Q: 3 clusters Score -894706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -894706.437500 Penalty: 4408.686523
	Iteration 19Q: 3 clusters Score -894706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -894710.125000 Penalty: 4408.686523
	Iteration 20F: 3 clusters Score -894710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -894710.000000 Penalty: 4408.686523
	Iteration 21Q: 3 clusters Score -894710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -894712.500000 Penalty: 4408.686523
	Iteration 22Q: 3 clusters Score -894712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -894711.687500 Penalty: 4408.686523
	Iteration 23Q: 3 clusters Score -894711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -894712.062500 Penalty: 4408.686523
	Iteration 24Q: 3 clusters Score -894712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -894711.937500 Penalty: 4408.686523
	Iteration 25Q: 3 clusters Score -894711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -894711.937500 Penalty: 4408.686523
	Iteration 26F: 3 clusters Score -894711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -1185728.375000 Penalty: 2203.417725
	Iteration 0F: 2 clusters Score -1185728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1179841.250000 Penalty: 4406.835449
	Iteration 0F: 3 clusters Score -1179841 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1181579.375000 Penalty: 4406.835449
	Iteration 1F: 3 clusters Score -1181579 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1182012.500000 Penalty: 4406.835449
	Iteration 2F: 3 clusters Score -1182012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1182451.375000 Penalty: 4406.835449
	Iteration 3F: 3 clusters Score -1182451 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1182827.875000 Penalty: 4406.835449
	Iteration 4F: 3 clusters Score -1182828 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1183147.500000 Penalty: 4406.835449
	Iteration 5F: 3 clusters Score -1183148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1183388.250000 Penalty: 4406.835449
	Iteration 6Q: 3 clusters Score -1183388 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1183554.375000 Penalty: 4406.835449
	Iteration 7Q: 3 clusters Score -1183554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1183683.750000 Penalty: 4406.835449
	Iteration 8Q: 3 clusters Score -1183684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1183793.875000 Penalty: 4406.835449
	Iteration 9Q: 3 clusters Score -1183794 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1183868.250000 Penalty: 4406.835449
	Iteration 10Q: 3 clusters Score -1183868 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1183921.625000 Penalty: 4406.835449
	Iteration 11Q: 3 clusters Score -1183922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1183977.750000 Penalty: 4406.835449
	Iteration 12Q: 3 clusters Score -1183978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1184028.125000 Penalty: 4406.835449
	Iteration 13Q: 3 clusters Score -1184028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1184063.750000 Penalty: 4406.835449
	Iteration 14Q: 3 clusters Score -1184064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1184097.500000 Penalty: 4406.835449
	Iteration 15Q: 3 clusters Score -1184098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1184125.750000 Penalty: 4406.835449
	Iteration 16Q: 3 clusters Score -1184126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1184157.125000 Penalty: 4406.835449
	Iteration 17Q: 3 clusters Score -1184157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1184186.250000 Penalty: 4406.835449
	Iteration 18Q: 3 clusters Score -1184186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1184220.250000 Penalty: 4406.835449
	Iteration 19Q: 3 clusters Score -1184220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1184260.000000 Penalty: 4406.835449
	Iteration 20F: 3 clusters Score -1184260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1184304.500000 Penalty: 4406.835449
	Iteration 21Q: 3 clusters Score -1184304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1184338.125000 Penalty: 4406.835449
	Iteration 22Q: 3 clusters Score -1184338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1184372.500000 Penalty: 4406.835449
	Iteration 23Q: 3 clusters Score -1184372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1184395.500000 Penalty: 4406.835449
	Iteration 24Q: 3 clusters Score -1184396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1184421.375000 Penalty: 4406.835449
	Iteration 25Q: 3 clusters Score -1184421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1184436.500000 Penalty: 4406.835449
	Iteration 26Q: 3 clusters Score -1184436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1184453.125000 Penalty: 4406.835449
	Iteration 27Q: 3 clusters Score -1184453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1184472.500000 Penalty: 4406.835449
	Iteration 28Q: 3 clusters Score -1184472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1184487.125000 Penalty: 4406.835449
	Iteration 29Q: 3 clusters Score -1184487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1184509.625000 Penalty: 4406.835449
	Iteration 30Q: 3 clusters Score -1184510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1184537.375000 Penalty: 4406.835449
	Iteration 31Q: 3 clusters Score -1184537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1184563.500000 Penalty: 4406.835449
	Iteration 32Q: 3 clusters Score -1184564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1184592.625000 Penalty: 4406.835449
	Iteration 33Q: 3 clusters Score -1184593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1184621.250000 Penalty: 4406.835449
	Iteration 34Q: 3 clusters Score -1184621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1184655.875000 Penalty: 4406.835449
	Iteration 35Q: 3 clusters Score -1184656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1184683.000000 Penalty: 4406.835449
	Iteration 36Q: 3 clusters Score -1184683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1184707.625000 Penalty: 4406.835449
	Iteration 37Q: 3 clusters Score -1184708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1184726.750000 Penalty: 4406.835449
	Iteration 38Q: 3 clusters Score -1184727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1184744.250000 Penalty: 4406.835449
	Iteration 39Q: 3 clusters Score -1184744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1184752.625000 Penalty: 4406.835449
	Iteration 40F: 3 clusters Score -1184753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1184766.000000 Penalty: 4406.835449
	Iteration 41Q: 3 clusters Score -1184766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1184770.750000 Penalty: 4406.835449
	Iteration 42Q: 3 clusters Score -1184771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1184783.000000 Penalty: 4406.835449
	Iteration 43Q: 3 clusters Score -1184783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1184785.750000 Penalty: 4406.835449
	Iteration 44Q: 3 clusters Score -1184786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1184796.750000 Penalty: 4406.835449
	Iteration 45Q: 3 clusters Score -1184797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1184797.625000 Penalty: 4406.835449
	Iteration 46Q: 3 clusters Score -1184798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1184801.375000 Penalty: 4406.835449
	Iteration 47Q: 3 clusters Score -1184801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1184804.625000 Penalty: 4406.835449
	Iteration 48Q: 3 clusters Score -1184805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1184810.500000 Penalty: 4406.835449
	Iteration 49Q: 3 clusters Score -1184810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1184814.875000 Penalty: 4406.835449
	Iteration 50Q: 3 clusters Score -1184815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1184818.750000 Penalty: 4406.835449
	Iteration 51Q: 3 clusters Score -1184819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1184819.750000 Penalty: 4406.835449
	Iteration 52Q: 3 clusters Score -1184820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1184820.250000 Penalty: 4406.835449
	Iteration 53Q: 3 clusters Score -1184820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1184824.000000 Penalty: 4406.835449
	Iteration 54Q: 3 clusters Score -1184824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1184822.500000 Penalty: 4406.835449
	Iteration 55Q: 3 clusters Score -1184822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1184823.000000 Penalty: 4406.835449
	Iteration 56Q: 3 clusters Score -1184823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1184824.125000 Penalty: 4406.835449
	Iteration 57Q: 3 clusters Score -1184824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1184821.250000 Penalty: 4406.835449
	Iteration 58Q: 3 clusters Score -1184821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1184823.875000 Penalty: 4406.835449
	Iteration 59Q: 3 clusters Score -1184824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1184822.750000 Penalty: 4406.835449
	Iteration 60F: 3 clusters Score -1184823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1184827.125000 Penalty: 4406.835449
	Iteration 61Q: 3 clusters Score -1184827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1184823.125000 Penalty: 4406.835449
	Iteration 62Q: 3 clusters Score -1184823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1184829.500000 Penalty: 4406.835449
	Iteration 63Q: 3 clusters Score -1184830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1184829.250000 Penalty: 4406.835449
	Iteration 64Q: 3 clusters Score -1184829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1184830.125000 Penalty: 4406.835449
	Iteration 65Q: 3 clusters Score -1184830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1184834.500000 Penalty: 4406.835449
	Iteration 66Q: 3 clusters Score -1184834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1184834.000000 Penalty: 4406.835449
	Iteration 67Q: 3 clusters Score -1184834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1184837.375000 Penalty: 4406.835449
	Iteration 68Q: 3 clusters Score -1184837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1184836.875000 Penalty: 4406.835449
	Iteration 69Q: 3 clusters Score -1184837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1184833.875000 Penalty: 4406.835449
	Iteration 70Q: 3 clusters Score -1184834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1184834.000000 Penalty: 4406.835449
	Iteration 71Q: 3 clusters Score -1184834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1184839.250000 Penalty: 4406.835449
	Iteration 72Q: 3 clusters Score -1184839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1184835.375000 Penalty: 4406.835449
	Iteration 73Q: 3 clusters Score -1184835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1184837.625000 Penalty: 4406.835449
	Iteration 74Q: 3 clusters Score -1184838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1184836.875000 Penalty: 4406.835449
	Iteration 75Q: 3 clusters Score -1184837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1184839.625000 Penalty: 4406.835449
	Iteration 76Q: 3 clusters Score -1184840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1184840.500000 Penalty: 4406.835449
	Iteration 77Q: 3 clusters Score -1184840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1184844.125000 Penalty: 4406.835449
	Iteration 78Q: 3 clusters Score -1184844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1184844.125000 Penalty: 4406.835449
	Iteration 79Q: 3 clusters Score -1184844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1184843.875000 Penalty: 4406.835449
	Iteration 80F: 3 clusters Score -1184844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1184843.875000 Penalty: 4406.835449
	Iteration 81Q: 3 clusters Score -1184844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1184848.375000 Penalty: 4406.835449
	Iteration 82Q: 3 clusters Score -1184848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1184848.625000 Penalty: 4406.835449
	Iteration 83Q: 3 clusters Score -1184849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1184850.750000 Penalty: 4406.835449
	Iteration 84Q: 3 clusters Score -1184851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1184850.125000 Penalty: 4406.835449
	Iteration 85Q: 3 clusters Score -1184850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1184851.625000 Penalty: 4406.835449
	Iteration 86Q: 3 clusters Score -1184852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1184853.375000 Penalty: 4406.835449
	Iteration 87Q: 3 clusters Score -1184853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1184856.750000 Penalty: 4406.835449
	Iteration 88Q: 3 clusters Score -1184857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1184858.375000 Penalty: 4406.835449
	Iteration 89Q: 3 clusters Score -1184858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1184859.125000 Penalty: 4406.835449
	Iteration 90Q: 3 clusters Score -1184859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1184857.875000 Penalty: 4406.835449
	Iteration 91Q: 3 clusters Score -1184858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1184860.875000 Penalty: 4406.835449
	Iteration 92Q: 3 clusters Score -1184861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1184865.875000 Penalty: 4406.835449
	Iteration 93Q: 3 clusters Score -1184866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1184864.000000 Penalty: 4406.835449
	Iteration 94Q: 3 clusters Score -1184864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1184868.375000 Penalty: 4406.835449
	Iteration 95Q: 3 clusters Score -1184868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1184867.000000 Penalty: 4406.835449
	Iteration 96Q: 3 clusters Score -1184867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1184866.500000 Penalty: 4406.835449
	Iteration 97Q: 3 clusters Score -1184866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1184868.000000 Penalty: 4406.835449
	Iteration 98Q: 3 clusters Score -1184868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1184870.375000 Penalty: 4406.835449
	Iteration 99Q: 3 clusters Score -1184870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1184870.375000 Penalty: 4406.835449
	Iteration 100F: 3 clusters Score -1184870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1184873.375000 Penalty: 4406.835449
	Iteration 101Q: 3 clusters Score -1184873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1184875.875000 Penalty: 4406.835449
	Iteration 102Q: 3 clusters Score -1184876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1184876.375000 Penalty: 4406.835449
	Iteration 103Q: 3 clusters Score -1184876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1184872.500000 Penalty: 4406.835449
	Iteration 104Q: 3 clusters Score -1184872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1184875.000000 Penalty: 4406.835449
	Iteration 105Q: 3 clusters Score -1184875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1184875.750000 Penalty: 4406.835449
	Iteration 106Q: 3 clusters Score -1184876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1184875.750000 Penalty: 4406.835449
	Iteration 107F: 3 clusters Score -1184876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (11956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Entering Unmasked Estep 
Score: -1485997.000000 Penalty: 2328.469238
	Iteration 0F: 2 clusters Score -1485997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1477141.500000 Penalty: 4656.938477
	Iteration 0F: 3 clusters Score -1477142 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1479767.375000 Penalty: 4656.938477
	Iteration 1F: 3 clusters Score -1479767 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1480031.250000 Penalty: 4656.938477
	Iteration 2F: 3 clusters Score -1480031 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1480208.875000 Penalty: 4656.938477
	Iteration 3Q: 3 clusters Score -1480209 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1480342.625000 Penalty: 4656.938477
	Iteration 4Q: 3 clusters Score -1480343 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1480457.500000 Penalty: 4656.938477
	Iteration 5Q: 3 clusters Score -1480458 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1480557.750000 Penalty: 4656.938477
	Iteration 6Q: 3 clusters Score -1480558 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1480660.125000 Penalty: 4656.938477
	Iteration 7Q: 3 clusters Score -1480660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1480752.125000 Penalty: 4656.938477
	Iteration 8Q: 3 clusters Score -1480752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1480868.500000 Penalty: 4656.938477
	Iteration 9Q: 3 clusters Score -1480868 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1480982.625000 Penalty: 4656.938477
	Iteration 10Q: 3 clusters Score -1480983 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1481113.000000 Penalty: 4656.938477
	Iteration 11Q: 3 clusters Score -1481113 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1481265.375000 Penalty: 4656.938477
	Iteration 12Q: 3 clusters Score -1481265 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1481442.750000 Penalty: 4656.938477
	Iteration 13Q: 3 clusters Score -1481443 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1481649.500000 Penalty: 4656.938477
	Iteration 14Q: 3 clusters Score -1481650 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1481904.250000 Penalty: 4656.938477
	Iteration 15Q: 3 clusters Score -1481904 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1482161.750000 Penalty: 4656.938477
	Iteration 16Q: 3 clusters Score -1482162 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1482481.875000 Penalty: 4656.938477
	Iteration 17Q: 3 clusters Score -1482482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1482800.625000 Penalty: 4656.938477
	Iteration 18Q: 3 clusters Score -1482801 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1483074.750000 Penalty: 4656.938477
	Iteration 19Q: 3 clusters Score -1483075 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1483311.250000 Penalty: 4656.938477
	Iteration 20F: 3 clusters Score -1483311 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1483473.750000 Penalty: 4656.938477
	Iteration 21Q: 3 clusters Score -1483474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1483597.875000 Penalty: 4656.938477
	Iteration 22Q: 3 clusters Score -1483598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1483695.125000 Penalty: 4656.938477
	Iteration 23Q: 3 clusters Score -1483695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1483754.375000 Penalty: 4656.938477
	Iteration 24Q: 3 clusters Score -1483754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1483790.500000 Penalty: 4656.938477
	Iteration 25Q: 3 clusters Score -1483790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1483815.750000 Penalty: 4656.938477
	Iteration 26Q: 3 clusters Score -1483816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1483838.625000 Penalty: 4656.938477
	Iteration 27Q: 3 clusters Score -1483839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1483862.750000 Penalty: 4656.938477
	Iteration 28Q: 3 clusters Score -1483863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1483878.250000 Penalty: 4656.938477
	Iteration 29Q: 3 clusters Score -1483878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1483888.875000 Penalty: 4656.938477
	Iteration 30Q: 3 clusters Score -1483889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1483899.750000 Penalty: 4656.938477
	Iteration 31Q: 3 clusters Score -1483900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1483916.375000 Penalty: 4656.938477
	Iteration 32Q: 3 clusters Score -1483916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1483920.250000 Penalty: 4656.938477
	Iteration 33Q: 3 clusters Score -1483920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1483922.375000 Penalty: 4656.938477
	Iteration 34Q: 3 clusters Score -1483922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1483923.625000 Penalty: 4656.938477
	Iteration 35Q: 3 clusters Score -1483924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1483926.125000 Penalty: 4656.938477
	Iteration 36Q: 3 clusters Score -1483926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1483929.375000 Penalty: 4656.938477
	Iteration 37Q: 3 clusters Score -1483929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1483928.375000 Penalty: 4656.938477
	Iteration 38Q: 3 clusters Score -1483928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1483931.500000 Penalty: 4656.938477
	Iteration 39Q: 3 clusters Score -1483932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1483936.000000 Penalty: 4656.938477
	Iteration 40F: 3 clusters Score -1483936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1483941.875000 Penalty: 4656.938477
	Iteration 41Q: 3 clusters Score -1483942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1483941.125000 Penalty: 4656.938477
	Iteration 42Q: 3 clusters Score -1483941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1483940.875000 Penalty: 4656.938477
	Iteration 43Q: 3 clusters Score -1483941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1483947.000000 Penalty: 4656.938477
	Iteration 44Q: 3 clusters Score -1483947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1483948.000000 Penalty: 4656.938477
	Iteration 45Q: 3 clusters Score -1483948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1483948.000000 Penalty: 4656.938477
	Iteration 46F: 3 clusters Score -1483948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -176303.921875 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -176303.9 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 766 members 
Entering Unmasked Estep 
Score: -174044.093750 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -174044.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174428.718750 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -174428.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -174540.218750 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -174540.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174604.765625 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -174604.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174666.156250 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -174666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174716.421875 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -174716.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -174756.296875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -174756.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -174790.078125 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -174790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -174817.109375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -174817.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -174838.406250 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -174838.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174862.531250 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -174862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174883.234375 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -174883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174895.500000 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -174895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -174910.281250 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -174910.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174920.609375 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -174920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174925.609375 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -174925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174935.187500 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -174935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174948.359375 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -174948.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174965.265625 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -174965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174982.937500 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -174982.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175004.203125 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -175004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175017.296875 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -175017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -175028.546875 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -175028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175034.250000 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -175034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -175044.218750 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -175044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -175049.671875 Penalty: 3625.369141
	Iteration 25Q: 3 clusters Score -175049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -175055.390625 Penalty: 3625.369141
	Iteration 26Q: 3 clusters Score -175055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -175059.453125 Penalty: 3625.369141
	Iteration 27Q: 3 clusters Score -175059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175061.906250 Penalty: 3625.369141
	Iteration 28Q: 3 clusters Score -175061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175063.984375 Penalty: 3625.369141
	Iteration 29Q: 3 clusters Score -175064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -175067.109375 Penalty: 3625.369141
	Iteration 30Q: 3 clusters Score -175067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175068.562500 Penalty: 3625.369141
	Iteration 31Q: 3 clusters Score -175068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175069.765625 Penalty: 3625.369141
	Iteration 32Q: 3 clusters Score -175069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175069.765625 Penalty: 3625.369141
	Iteration 33F: 3 clusters Score -175069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -298555.875000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -298555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295660.093750 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -295660.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -296216.625000 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -296216.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296360.656250 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -296360.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -296432.281250 Penalty: 3861.098877
	Iteration 3Q: 3 clusters Score -296432.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -296472.718750 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -296472.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -296508.968750 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -296509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296539.750000 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -296539.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -296572.250000 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -296572.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296600.375000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -296600.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -296626.031250 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -296626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -296655.281250 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -296655.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -296671.218750 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -296671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -296687.312500 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -296687.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -296699.125000 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -296699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -296708.781250 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -296708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -296718.843750 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -296718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -296730.500000 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -296730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -296739.781250 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -296739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -296746.187500 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -296746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -296753.125000 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -296753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -296761.000000 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -296761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -296768.718750 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -296768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -296773.718750 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -296773.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -296781.843750 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -296781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -296788.593750 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -296788.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -296797.937500 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -296797.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -296808.000000 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -296808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -296810.437500 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -296810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -296812.000000 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -296812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -296813.250000 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -296813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -296814.031250 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -296814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -296814.968750 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -296815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -296817.312500 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -296817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -296819.156250 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -296819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -296819.781250 Penalty: 3861.098877
	Iteration 34Q: 3 clusters Score -296819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -296821.875000 Penalty: 3861.098877
	Iteration 35Q: 3 clusters Score -296821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -296825.968750 Penalty: 3861.098877
	Iteration 36Q: 3 clusters Score -296826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296831.156250 Penalty: 3861.098877
	Iteration 37Q: 3 clusters Score -296831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296834.437500 Penalty: 3861.098877
	Iteration 38Q: 3 clusters Score -296834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296835.218750 Penalty: 3861.098877
	Iteration 39Q: 3 clusters Score -296835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296835.218750 Penalty: 3861.098877
	Iteration 40F: 3 clusters Score -296835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1497803.000000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1497803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1488979.500000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1488980 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1491616.750000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1491617 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1491901.000000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1491901 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1492119.000000 Penalty: 4656.190918
	Iteration 3Q: 3 clusters Score -1492119 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1492316.750000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1492317 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1492489.750000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1492490 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1492666.000000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1492666 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1492876.875000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1492877 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1493140.875000 Penalty: 4656.190918
	Iteration 8Q: 3 clusters Score -1493141 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1493480.000000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1493480 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1493864.000000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1493864 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1494283.750000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1494284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1494676.750000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1494677 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1495013.250000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1495013 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1495289.875000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1495290 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1495501.375000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1495501 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1495643.875000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1495644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1495754.625000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1495755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1495811.875000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1495812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1495862.500000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1495862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1495894.375000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1495894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1495931.625000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1495932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1495967.125000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1495967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1495994.375000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1495994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1496015.250000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1496015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1496035.000000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1496035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1496060.250000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1496060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1496082.500000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1496082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1496103.000000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1496103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1496122.625000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1496123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1496133.125000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1496133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1496140.625000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1496141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1496147.875000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1496148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1496149.625000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1496150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1496150.250000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1496150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1496151.625000 Penalty: 4656.190918
	Iteration 35Q: 3 clusters Score -1496152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1496155.750000 Penalty: 4656.190918
	Iteration 36Q: 3 clusters Score -1496156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1496157.500000 Penalty: 4656.190918
	Iteration 37Q: 3 clusters Score -1496158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1496159.375000 Penalty: 4656.190918
	Iteration 38Q: 3 clusters Score -1496159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1496159.125000 Penalty: 4656.190918
	Iteration 39Q: 3 clusters Score -1496159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1496162.250000 Penalty: 4656.190918
	Iteration 40F: 3 clusters Score -1496162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -36059.609375 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -36059.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34816.253906 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -34816.25 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35381.742188 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -35381.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35649.960938 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -35649.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35948.632812 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -35948.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36162.132812 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -36162.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36239.894531 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -36239.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36292.710938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -36292.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36302.242188 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -36302.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36303.519531 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -36303.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36303.519531 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -36303.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 218 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 322 members 
Entering Unmasked Estep 
Score: -134496880.000000 Penalty: 262415.750000
Splitting cluster 63 changes total score from -134498512.000000 to -134496880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -291933.125000 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -291933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289064.593750 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -289064.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289641.468750 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -289641.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289850.218750 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -289850.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289993.468750 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -289993.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -290138.625000 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -290138.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -290279.593750 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -290279.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290407.718750 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -290407.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290546.031250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -290546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -290628.718750 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -290628.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -290725.937500 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -290725.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -290786.531250 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -290786.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290827.843750 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -290827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -290849.218750 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -290849.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -290875.562500 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -290875.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -290892.656250 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -290892.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290902.343750 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -290902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290910.906250 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -290910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -290916.531250 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -290916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290922.500000 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -290922.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -290933.718750 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -290933.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -290941.093750 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -290941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -290948.843750 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -290948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -290955.875000 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -290955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -290963.750000 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -290963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -290970.406250 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -290970.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -290973.625000 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -290973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -290977.906250 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -290977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -290977.906250 Penalty: 3865.414551
	Iteration 27F: 3 clusters Score -290977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Entering Unmasked Estep 
Score: -1687746.875000 Penalty: 2364.059082
	Iteration 0F: 2 clusters Score -1687747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1677625.750000 Penalty: 4728.118164
	Iteration 0F: 3 clusters Score -1677626 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1680853.750000 Penalty: 4728.118164
	Iteration 1F: 3 clusters Score -1680854 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1681357.250000 Penalty: 4728.118164
	Iteration 2F: 3 clusters Score -1681357 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1681788.625000 Penalty: 4728.118164
	Iteration 3F: 3 clusters Score -1681789 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1682227.125000 Penalty: 4728.118164
	Iteration 4F: 3 clusters Score -1682227 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1682656.625000 Penalty: 4728.118164
	Iteration 5Q: 3 clusters Score -1682657 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1683134.625000 Penalty: 4728.118164
	Iteration 6F: 3 clusters Score -1683135 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1683655.625000 Penalty: 4728.118164
	Iteration 7F: 3 clusters Score -1683656 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1684205.375000 Penalty: 4728.118164
	Iteration 8F: 3 clusters Score -1684205 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1684721.750000 Penalty: 4728.118164
	Iteration 9Q: 3 clusters Score -1684722 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1685171.375000 Penalty: 4728.118164
	Iteration 10Q: 3 clusters Score -1685171 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1685483.875000 Penalty: 4728.118164
	Iteration 11Q: 3 clusters Score -1685484 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1685723.625000 Penalty: 4728.118164
	Iteration 12Q: 3 clusters Score -1685724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1685865.125000 Penalty: 4728.118164
	Iteration 13Q: 3 clusters Score -1685865 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1685962.000000 Penalty: 4728.118164
	Iteration 14Q: 3 clusters Score -1685962 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1686039.500000 Penalty: 4728.118164
	Iteration 15Q: 3 clusters Score -1686040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1686113.125000 Penalty: 4728.118164
	Iteration 16Q: 3 clusters Score -1686113 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1686177.625000 Penalty: 4728.118164
	Iteration 17Q: 3 clusters Score -1686178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1686239.000000 Penalty: 4728.118164
	Iteration 18Q: 3 clusters Score -1686239 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1686316.750000 Penalty: 4728.118164
	Iteration 19Q: 3 clusters Score -1686317 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1686413.875000 Penalty: 4728.118164
	Iteration 20F: 3 clusters Score -1686414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1686505.375000 Penalty: 4728.118164
	Iteration 21Q: 3 clusters Score -1686505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1686577.000000 Penalty: 4728.118164
	Iteration 22Q: 3 clusters Score -1686577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1686616.750000 Penalty: 4728.118164
	Iteration 23Q: 3 clusters Score -1686617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1686648.875000 Penalty: 4728.118164
	Iteration 24Q: 3 clusters Score -1686649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1686679.250000 Penalty: 4728.118164
	Iteration 25Q: 3 clusters Score -1686679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1686699.500000 Penalty: 4728.118164
	Iteration 26Q: 3 clusters Score -1686700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1686710.250000 Penalty: 4728.118164
	Iteration 27Q: 3 clusters Score -1686710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1686717.000000 Penalty: 4728.118164
	Iteration 28Q: 3 clusters Score -1686717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1686726.125000 Penalty: 4728.118164
	Iteration 29Q: 3 clusters Score -1686726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1686733.625000 Penalty: 4728.118164
	Iteration 30Q: 3 clusters Score -1686734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1686737.625000 Penalty: 4728.118164
	Iteration 31Q: 3 clusters Score -1686738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1686736.750000 Penalty: 4728.118164
	Iteration 32Q: 3 clusters Score -1686737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1686740.875000 Penalty: 4728.118164
	Iteration 33Q: 3 clusters Score -1686741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1686745.125000 Penalty: 4728.118164
	Iteration 34Q: 3 clusters Score -1686745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1686748.625000 Penalty: 4728.118164
	Iteration 35Q: 3 clusters Score -1686749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1686750.375000 Penalty: 4728.118164
	Iteration 36Q: 3 clusters Score -1686750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1686749.500000 Penalty: 4728.118164
	Iteration 37Q: 3 clusters Score -1686750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1686752.375000 Penalty: 4728.118164
	Iteration 38Q: 3 clusters Score -1686752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1686754.000000 Penalty: 4728.118164
	Iteration 39Q: 3 clusters Score -1686754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1686752.375000 Penalty: 4728.118164
	Iteration 40F: 3 clusters Score -1686752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1686756.125000 Penalty: 4728.118164
	Iteration 41Q: 3 clusters Score -1686756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1686756.125000 Penalty: 4728.118164
	Iteration 42F: 3 clusters Score -1686756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -69901.710938 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -69901.71 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 212 members 
Entering Unmasked Estep 
Score: -68462.656250 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -68462.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68659.867188 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -68659.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68776.406250 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -68776.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68869.789062 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -68869.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68975.421875 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -68975.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69049.554688 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -69049.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69111.851562 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -69111.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69168.851562 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -69168.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69224.656250 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -69224.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69304.226562 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -69304.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69427.976562 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -69427.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69545.328125 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -69545.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69591.960938 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -69591.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69601.429688 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -69601.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69606.312500 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -69606.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69614.773438 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -69614.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69628.031250 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -69628.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69631.929688 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -69631.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69639.273438 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -69639.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69644.976562 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -69644.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69685.460938 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -69685.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69699.117188 Penalty: 3026.869141
	Iteration 21Q: 3 clusters Score -69699.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69704.570312 Penalty: 3026.869141
	Iteration 22Q: 3 clusters Score -69704.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69716.898438 Penalty: 3026.869141
	Iteration 23Q: 3 clusters Score -69716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69725.140625 Penalty: 3026.869141
	Iteration 24Q: 3 clusters Score -69725.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69725.140625 Penalty: 3026.869141
	Iteration 25F: 3 clusters Score -69725.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -50920.554688 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -50920.55 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 206 members 
Entering Unmasked Estep 
Score: -49726.328125 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -49726.33 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50205.796875 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -50205.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50557.097656 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50652.777344 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -50652.78 nChanged 8
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: -50694.113281 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -50694.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50719.875000 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -50719.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50764.328125 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -50764.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50818.566406 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -50818.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50833.062500 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -50833.06 nChanged 1
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: -50839.203125 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -50839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50852.746094 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -50852.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50864.000000 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -50864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50875.304688 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -50875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50875.304688 Penalty: 2994.783936
	Iteration 13F: 3 clusters Score -50875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -374983.187500 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -374983.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -372187.093750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -372187.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -372723.312500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -372723.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -373084.093750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -373084.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -373462.375000 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -373462.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -373636.531250 Penalty: 3838.722168
	Iteration 4F: 3 clusters Score -373636.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -373753.343750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -373753.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -373866.687500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -373866.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -373975.750000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -373975.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374068.343750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -374068.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -374135.781250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -374135.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -374182.406250 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -374182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -374227.875000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -374227.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -374255.468750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -374255.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -374272.343750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -374272.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374287.343750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -374287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -374292.656250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -374292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -374298.187500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -374298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -374305.968750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -374306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374312.593750 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -374312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374320.250000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -374320.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374329.312500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -374329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -374340.437500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -374340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -374353.093750 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -374353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -374362.437500 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -374362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -374376.812500 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -374376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -374389.656250 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -374389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -374394.812500 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -374394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -374400.906250 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -374400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -374404.843750 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -374404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -374411.218750 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -374411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -374416.531250 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -374416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -374419.750000 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -374419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -374419.750000 Penalty: 3838.722168
	Iteration 32F: 3 clusters Score -374419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -263162.375000 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -263162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260778.437500 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -260778.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -261600.812500 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -261600.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -261981.328125 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -261981.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -262203.937500 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -262203.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262348.281250 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -262348.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -262475.781250 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -262475.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -262553.781250 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -262553.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262601.750000 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -262601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -262630.468750 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -262630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262665.812500 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -262665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262706.718750 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -262706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -262752.718750 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -262752.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -262793.156250 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -262793.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -262822.156250 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -262822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262836.843750 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -262836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -262855.156250 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -262855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -262873.625000 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -262873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -262881.968750 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -262882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -262901.906250 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -262901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -262909.812500 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -262909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -262914.156250 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -262914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -262918.812500 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -262918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262926.812500 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -262926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262930.562500 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -262930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262934.375000 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -262934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -262940.531250 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -262940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262944.312500 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -262944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -262950.250000 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -262950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -262951.812500 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -262951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -262956.406250 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -262956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262958.468750 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -262958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -262960.250000 Penalty: 3674.631348
	Iteration 31Q: 3 clusters Score -262960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262962.406250 Penalty: 3674.631348
	Iteration 32Q: 3 clusters Score -262962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262962.406250 Penalty: 3674.631348
	Iteration 33F: 3 clusters Score -262962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1256579.125000 Penalty: 2289.924805
	Iteration 0F: 2 clusters Score -1256579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1248816.875000 Penalty: 4579.849609
	Iteration 0F: 3 clusters Score -1248817 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1251176.000000 Penalty: 4579.849609
	Iteration 1F: 3 clusters Score -1251176 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1251642.875000 Penalty: 4579.849609
	Iteration 2F: 3 clusters Score -1251643 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1252053.375000 Penalty: 4579.849609
	Iteration 3F: 3 clusters Score -1252053 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1252471.000000 Penalty: 4579.849609
	Iteration 4F: 3 clusters Score -1252471 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1252880.375000 Penalty: 4579.849609
	Iteration 5F: 3 clusters Score -1252880 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1253331.625000 Penalty: 4579.849609
	Iteration 6F: 3 clusters Score -1253332 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1253784.250000 Penalty: 4579.849609
	Iteration 7F: 3 clusters Score -1253784 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1254202.000000 Penalty: 4579.849609
	Iteration 8Q: 3 clusters Score -1254202 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1254540.125000 Penalty: 4579.849609
	Iteration 9Q: 3 clusters Score -1254540 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1254733.625000 Penalty: 4579.849609
	Iteration 10Q: 3 clusters Score -1254734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1254854.375000 Penalty: 4579.849609
	Iteration 11Q: 3 clusters Score -1254854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1254910.125000 Penalty: 4579.849609
	Iteration 12Q: 3 clusters Score -1254910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1254937.000000 Penalty: 4579.849609
	Iteration 13Q: 3 clusters Score -1254937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1254949.375000 Penalty: 4579.849609
	Iteration 14Q: 3 clusters Score -1254949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1254954.875000 Penalty: 4579.849609
	Iteration 15Q: 3 clusters Score -1254955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1254955.750000 Penalty: 4579.849609
	Iteration 16Q: 3 clusters Score -1254956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1254956.250000 Penalty: 4579.849609
	Iteration 17Q: 3 clusters Score -1254956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1254961.625000 Penalty: 4579.849609
	Iteration 18Q: 3 clusters Score -1254962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1254964.625000 Penalty: 4579.849609
	Iteration 19Q: 3 clusters Score -1254965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1254963.875000 Penalty: 4579.849609
	Iteration 20F: 3 clusters Score -1254964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1254965.375000 Penalty: 4579.849609
	Iteration 21Q: 3 clusters Score -1254965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1254966.875000 Penalty: 4579.849609
	Iteration 22Q: 3 clusters Score -1254967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1254968.875000 Penalty: 4579.849609
	Iteration 23Q: 3 clusters Score -1254969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1254969.625000 Penalty: 4579.849609
	Iteration 24Q: 3 clusters Score -1254970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1254969.250000 Penalty: 4579.849609
	Iteration 25Q: 3 clusters Score -1254969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1254969.375000 Penalty: 4579.849609
	Iteration 26Q: 3 clusters Score -1254969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1254969.750000 Penalty: 4579.849609
	Iteration 27Q: 3 clusters Score -1254970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1254967.250000 Penalty: 4579.849609
	Iteration 28Q: 3 clusters Score -1254967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1254969.875000 Penalty: 4579.849609
	Iteration 29Q: 3 clusters Score -1254970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1254969.250000 Penalty: 4579.849609
	Iteration 30Q: 3 clusters Score -1254969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1254969.250000 Penalty: 4579.849609
	Iteration 31F: 3 clusters Score -1254969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (42058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Entering Unmasked Estep 
Score: -5277999.000000 Penalty: 2640.407715
	Iteration 0F: 2 clusters Score -5277999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -5249618.000000 Penalty: 5280.815430
	Iteration 0F: 3 clusters Score -5249618 nChanged 19328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5259909.500000 Penalty: 5280.815430
	Iteration 1F: 3 clusters Score -5259910 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5260299.000000 Penalty: 5280.815430
	Iteration 2Q: 3 clusters Score -5260299 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5260639.500000 Penalty: 5280.815430
	Iteration 3Q: 3 clusters Score -5260640 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5260936.000000 Penalty: 5280.815430
	Iteration 4Q: 3 clusters Score -5260936 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5261221.000000 Penalty: 5280.815430
	Iteration 5Q: 3 clusters Score -5261221 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5261478.500000 Penalty: 5280.815430
	Iteration 6Q: 3 clusters Score -5261478 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5261687.500000 Penalty: 5280.815430
	Iteration 7Q: 3 clusters Score -5261688 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5261957.000000 Penalty: 5280.815430
	Iteration 8Q: 3 clusters Score -5261957 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5262239.500000 Penalty: 5280.815430
	Iteration 9Q: 3 clusters Score -5262240 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5262555.000000 Penalty: 5280.815430
	Iteration 10Q: 3 clusters Score -5262555 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5262904.000000 Penalty: 5280.815430
	Iteration 11Q: 3 clusters Score -5262904 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5263267.000000 Penalty: 5280.815430
	Iteration 12Q: 3 clusters Score -5263267 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -5263686.500000 Penalty: 5280.815430
	Iteration 13Q: 3 clusters Score -5263686 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5264162.500000 Penalty: 5280.815430
	Iteration 14Q: 3 clusters Score -5264162 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5264694.000000 Penalty: 5280.815430
	Iteration 15Q: 3 clusters Score -5264694 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5265444.000000 Penalty: 5280.815430
	Iteration 16Q: 3 clusters Score -5265444 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5266342.500000 Penalty: 5280.815430
	Iteration 17Q: 3 clusters Score -5266342 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5267385.500000 Penalty: 5280.815430
	Iteration 18Q: 3 clusters Score -5267386 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5268601.500000 Penalty: 5280.815430
	Iteration 19Q: 3 clusters Score -5268602 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -5269663.500000 Penalty: 5280.815430
	Iteration 20F: 3 clusters Score -5269664 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5270537.000000 Penalty: 5280.815430
	Iteration 21Q: 3 clusters Score -5270537 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -5271196.000000 Penalty: 5280.815430
	Iteration 22Q: 3 clusters Score -5271196 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -5271709.500000 Penalty: 5280.815430
	Iteration 23Q: 3 clusters Score -5271710 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5272123.000000 Penalty: 5280.815430
	Iteration 24Q: 3 clusters Score -5272123 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5272528.500000 Penalty: 5280.815430
	Iteration 25Q: 3 clusters Score -5272528 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5272923.000000 Penalty: 5280.815430
	Iteration 26Q: 3 clusters Score -5272923 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5273289.000000 Penalty: 5280.815430
	Iteration 27Q: 3 clusters Score -5273289 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5273623.000000 Penalty: 5280.815430
	Iteration 28Q: 3 clusters Score -5273623 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5273976.000000 Penalty: 5280.815430
	Iteration 29Q: 3 clusters Score -5273976 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5274326.000000 Penalty: 5280.815430
	Iteration 30Q: 3 clusters Score -5274326 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5274629.500000 Penalty: 5280.815430
	Iteration 31Q: 3 clusters Score -5274630 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5274901.000000 Penalty: 5280.815430
	Iteration 32Q: 3 clusters Score -5274901 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5275130.500000 Penalty: 5280.815430
	Iteration 33Q: 3 clusters Score -5275130 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5275370.500000 Penalty: 5280.815430
	Iteration 34Q: 3 clusters Score -5275370 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5275554.500000 Penalty: 5280.815430
	Iteration 35Q: 3 clusters Score -5275554 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5275703.500000 Penalty: 5280.815430
	Iteration 36Q: 3 clusters Score -5275704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -5275812.000000 Penalty: 5280.815430
	Iteration 37Q: 3 clusters Score -5275812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5275866.000000 Penalty: 5280.815430
	Iteration 38Q: 3 clusters Score -5275866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5275911.500000 Penalty: 5280.815430
	Iteration 39Q: 3 clusters Score -5275912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5275937.500000 Penalty: 5280.815430
	Iteration 40F: 3 clusters Score -5275938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5275961.500000 Penalty: 5280.815430
	Iteration 41Q: 3 clusters Score -5275962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5275967.000000 Penalty: 5280.815430
	Iteration 42Q: 3 clusters Score -5275967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5275962.000000 Penalty: 5280.815430
	Iteration 43Q: 3 clusters Score -5275962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5275963.000000 Penalty: 5280.815430
	Iteration 44Q: 3 clusters Score -5275963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -5275966.000000 Penalty: 5280.815430
	Iteration 45Q: 3 clusters Score -5275966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5275970.000000 Penalty: 5280.815430
	Iteration 46Q: 3 clusters Score -5275970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5275971.000000 Penalty: 5280.815430
	Iteration 47Q: 3 clusters Score -5275971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5275975.500000 Penalty: 5280.815430
	Iteration 48Q: 3 clusters Score -5275976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5275982.000000 Penalty: 5280.815430
	Iteration 49Q: 3 clusters Score -5275982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5275984.500000 Penalty: 5280.815430
	Iteration 50Q: 3 clusters Score -5275984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5275984.000000 Penalty: 5280.815430
	Iteration 51Q: 3 clusters Score -5275984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -5275986.000000 Penalty: 5280.815430
	Iteration 52Q: 3 clusters Score -5275986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5275984.000000 Penalty: 5280.815430
	Iteration 53Q: 3 clusters Score -5275984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5275983.000000 Penalty: 5280.815430
	Iteration 54Q: 3 clusters Score -5275983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5275982.000000 Penalty: 5280.815430
	Iteration 55Q: 3 clusters Score -5275982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5275989.500000 Penalty: 5280.815430
	Iteration 56Q: 3 clusters Score -5275990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5275994.500000 Penalty: 5280.815430
	Iteration 57Q: 3 clusters Score -5275994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -5275997.500000 Penalty: 5280.815430
	Iteration 58Q: 3 clusters Score -5275998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5276005.000000 Penalty: 5280.815430
	Iteration 59Q: 3 clusters Score -5276005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5276012.000000 Penalty: 5280.815430
	Iteration 60F: 3 clusters Score -5276012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5276009.500000 Penalty: 5280.815430
	Iteration 61Q: 3 clusters Score -5276010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5276015.500000 Penalty: 5280.815430
	Iteration 62Q: 3 clusters Score -5276016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -5276014.000000 Penalty: 5280.815430
	Iteration 63Q: 3 clusters Score -5276014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -5276018.000000 Penalty: 5280.815430
	Iteration 64Q: 3 clusters Score -5276018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5276013.000000 Penalty: 5280.815430
	Iteration 65Q: 3 clusters Score -5276013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5276022.500000 Penalty: 5280.815430
	Iteration 66Q: 3 clusters Score -5276022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5276016.500000 Penalty: 5280.815430
	Iteration 67Q: 3 clusters Score -5276016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5276018.000000 Penalty: 5280.815430
	Iteration 68Q: 3 clusters Score -5276018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5276020.500000 Penalty: 5280.815430
	Iteration 69Q: 3 clusters Score -5276020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5276026.000000 Penalty: 5280.815430
	Iteration 70Q: 3 clusters Score -5276026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5276032.000000 Penalty: 5280.815430
	Iteration 71Q: 3 clusters Score -5276032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -5276031.000000 Penalty: 5280.815430
	Iteration 72Q: 3 clusters Score -5276031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5276035.000000 Penalty: 5280.815430
	Iteration 73Q: 3 clusters Score -5276035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5276030.500000 Penalty: 5280.815430
	Iteration 74Q: 3 clusters Score -5276030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5276031.500000 Penalty: 5280.815430
	Iteration 75Q: 3 clusters Score -5276032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5276032.000000 Penalty: 5280.815430
	Iteration 76Q: 3 clusters Score -5276032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5276031.500000 Penalty: 5280.815430
	Iteration 77Q: 3 clusters Score -5276032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5276037.500000 Penalty: 5280.815430
	Iteration 78Q: 3 clusters Score -5276038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5276032.000000 Penalty: 5280.815430
	Iteration 79Q: 3 clusters Score -5276032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5276034.500000 Penalty: 5280.815430
	Iteration 80F: 3 clusters Score -5276034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5276033.000000 Penalty: 5280.815430
	Iteration 81Q: 3 clusters Score -5276033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5276033.000000 Penalty: 5280.815430
	Iteration 82F: 3 clusters Score -5276033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -241374.828125 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -241374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238719.468750 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -238719.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -239243.500000 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -239243.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239504.421875 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -239504.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239679.765625 Penalty: 3774.245850
	Iteration 3F: 3 clusters Score -239679.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239826.156250 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -239826.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -239964.328125 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -239964.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240091.734375 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -240091.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -240234.531250 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -240234.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -240387.078125 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -240387.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -240557.062500 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -240557.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -240672.734375 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -240672.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -240792.453125 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -240792.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -240874.859375 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -240874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -240919.796875 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -240919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -240949.140625 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -240949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240973.203125 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -240973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -240981.265625 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -240981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -240983.000000 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -240983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -240983.000000 Penalty: 3774.245850
	Iteration 18F: 3 clusters Score -240983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -379036.343750 Penalty: 1993.630981
	Iteration 0F: 2 clusters Score -379036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -375676.906250 Penalty: 3987.261963
	Iteration 0F: 3 clusters Score -375676.9 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -376409.125000 Penalty: 3987.261963
	Iteration 1F: 3 clusters Score -376409.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376603.562500 Penalty: 3987.261963
	Iteration 2F: 3 clusters Score -376603.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -376725.437500 Penalty: 3987.261963
	Iteration 3F: 3 clusters Score -376725.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -376825.625000 Penalty: 3987.261963
	Iteration 4Q: 3 clusters Score -376825.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -376887.093750 Penalty: 3987.261963
	Iteration 5Q: 3 clusters Score -376887.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -376928.375000 Penalty: 3987.261963
	Iteration 6Q: 3 clusters Score -376928.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -376958.875000 Penalty: 3987.261963
	Iteration 7Q: 3 clusters Score -376958.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376993.218750 Penalty: 3987.261963
	Iteration 8Q: 3 clusters Score -376993.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -377022.375000 Penalty: 3987.261963
	Iteration 9Q: 3 clusters Score -377022.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -377048.843750 Penalty: 3987.261963
	Iteration 10Q: 3 clusters Score -377048.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -377073.406250 Penalty: 3987.261963
	Iteration 11Q: 3 clusters Score -377073.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -377097.437500 Penalty: 3987.261963
	Iteration 12Q: 3 clusters Score -377097.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -377116.562500 Penalty: 3987.261963
	Iteration 13Q: 3 clusters Score -377116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -377135.062500 Penalty: 3987.261963
	Iteration 14Q: 3 clusters Score -377135.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -377146.562500 Penalty: 3987.261963
	Iteration 15Q: 3 clusters Score -377146.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -377155.437500 Penalty: 3987.261963
	Iteration 16Q: 3 clusters Score -377155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377162.593750 Penalty: 3987.261963
	Iteration 17Q: 3 clusters Score -377162.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -377172.625000 Penalty: 3987.261963
	Iteration 18Q: 3 clusters Score -377172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377184.250000 Penalty: 3987.261963
	Iteration 19Q: 3 clusters Score -377184.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -377202.593750 Penalty: 3987.261963
	Iteration 20F: 3 clusters Score -377202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -377215.375000 Penalty: 3987.261963
	Iteration 21Q: 3 clusters Score -377215.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -377225.218750 Penalty: 3987.261963
	Iteration 22Q: 3 clusters Score -377225.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -377238.375000 Penalty: 3987.261963
	Iteration 23Q: 3 clusters Score -377238.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -377256.031250 Penalty: 3987.261963
	Iteration 24Q: 3 clusters Score -377256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -377277.968750 Penalty: 3987.261963
	Iteration 25Q: 3 clusters Score -377278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -377301.281250 Penalty: 3987.261963
	Iteration 26Q: 3 clusters Score -377301.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377328.125000 Penalty: 3987.261963
	Iteration 27Q: 3 clusters Score -377328.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377352.250000 Penalty: 3987.261963
	Iteration 28Q: 3 clusters Score -377352.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377370.750000 Penalty: 3987.261963
	Iteration 29Q: 3 clusters Score -377370.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -377386.500000 Penalty: 3987.261963
	Iteration 30Q: 3 clusters Score -377386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377402.718750 Penalty: 3987.261963
	Iteration 31Q: 3 clusters Score -377402.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377422.218750 Penalty: 3987.261963
	Iteration 32Q: 3 clusters Score -377422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -377435.875000 Penalty: 3987.261963
	Iteration 33Q: 3 clusters Score -377435.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -377454.437500 Penalty: 3987.261963
	Iteration 34Q: 3 clusters Score -377454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377469.750000 Penalty: 3987.261963
	Iteration 35Q: 3 clusters Score -377469.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -377482.281250 Penalty: 3987.261963
	Iteration 36Q: 3 clusters Score -377482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -377492.750000 Penalty: 3987.261963
	Iteration 37Q: 3 clusters Score -377492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -377501.156250 Penalty: 3987.261963
	Iteration 38Q: 3 clusters Score -377501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -377509.875000 Penalty: 3987.261963
	Iteration 39Q: 3 clusters Score -377509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -377514.312500 Penalty: 3987.261963
	Iteration 40F: 3 clusters Score -377514.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -377517.875000 Penalty: 3987.261963
	Iteration 41Q: 3 clusters Score -377517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -377520.781250 Penalty: 3987.261963
	Iteration 42Q: 3 clusters Score -377520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -377522.031250 Penalty: 3987.261963
	Iteration 43Q: 3 clusters Score -377522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377523.250000 Penalty: 3987.261963
	Iteration 44Q: 3 clusters Score -377523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377524.031250 Penalty: 3987.261963
	Iteration 45Q: 3 clusters Score -377524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377524.031250 Penalty: 3987.261963
	Iteration 46F: 3 clusters Score -377524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -852824.062500 Penalty: 2197.122070
	Iteration 0F: 2 clusters Score -852824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -846909.750000 Penalty: 4394.244141
	Iteration 0F: 3 clusters Score -846909.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -848537.125000 Penalty: 4394.244141
	Iteration 1F: 3 clusters Score -848537.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -848829.000000 Penalty: 4394.244141
	Iteration 2F: 3 clusters Score -848829 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -849025.812500 Penalty: 4394.244141
	Iteration 3F: 3 clusters Score -849025.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -849194.625000 Penalty: 4394.244141
	Iteration 4Q: 3 clusters Score -849194.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -849330.562500 Penalty: 4394.244141
	Iteration 5Q: 3 clusters Score -849330.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -849478.000000 Penalty: 4394.244141
	Iteration 6Q: 3 clusters Score -849478 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -849643.187500 Penalty: 4394.244141
	Iteration 7Q: 3 clusters Score -849643.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -849801.062500 Penalty: 4394.244141
	Iteration 8Q: 3 clusters Score -849801.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -849979.062500 Penalty: 4394.244141
	Iteration 9Q: 3 clusters Score -849979.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -850158.250000 Penalty: 4394.244141
	Iteration 10Q: 3 clusters Score -850158.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -850344.000000 Penalty: 4394.244141
	Iteration 11Q: 3 clusters Score -850344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -850535.500000 Penalty: 4394.244141
	Iteration 12Q: 3 clusters Score -850535.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -850727.312500 Penalty: 4394.244141
	Iteration 13Q: 3 clusters Score -850727.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -850925.937500 Penalty: 4394.244141
	Iteration 14Q: 3 clusters Score -850925.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -851134.625000 Penalty: 4394.244141
	Iteration 15Q: 3 clusters Score -851134.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -851261.250000 Penalty: 4394.244141
	Iteration 16Q: 3 clusters Score -851261.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -851364.125000 Penalty: 4394.244141
	Iteration 17Q: 3 clusters Score -851364.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -851451.625000 Penalty: 4394.244141
	Iteration 18Q: 3 clusters Score -851451.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -851513.937500 Penalty: 4394.244141
	Iteration 19Q: 3 clusters Score -851513.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -851561.250000 Penalty: 4394.244141
	Iteration 20F: 3 clusters Score -851561.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -851591.375000 Penalty: 4394.244141
	Iteration 21Q: 3 clusters Score -851591.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -851628.250000 Penalty: 4394.244141
	Iteration 22Q: 3 clusters Score -851628.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -851659.062500 Penalty: 4394.244141
	Iteration 23Q: 3 clusters Score -851659.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -851685.375000 Penalty: 4394.244141
	Iteration 24Q: 3 clusters Score -851685.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -851703.250000 Penalty: 4394.244141
	Iteration 25Q: 3 clusters Score -851703.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -851718.812500 Penalty: 4394.244141
	Iteration 26Q: 3 clusters Score -851718.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -851745.437500 Penalty: 4394.244141
	Iteration 27Q: 3 clusters Score -851745.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -851770.250000 Penalty: 4394.244141
	Iteration 28Q: 3 clusters Score -851770.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -851796.875000 Penalty: 4394.244141
	Iteration 29Q: 3 clusters Score -851796.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -851842.687500 Penalty: 4394.244141
	Iteration 30Q: 3 clusters Score -851842.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -851912.875000 Penalty: 4394.244141
	Iteration 31Q: 3 clusters Score -851912.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -852004.500000 Penalty: 4394.244141
	Iteration 32Q: 3 clusters Score -852004.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -852089.500000 Penalty: 4394.244141
	Iteration 33Q: 3 clusters Score -852089.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -852153.937500 Penalty: 4394.244141
	Iteration 34Q: 3 clusters Score -852153.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -852188.187500 Penalty: 4394.244141
	Iteration 35Q: 3 clusters Score -852188.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -852210.187500 Penalty: 4394.244141
	Iteration 36Q: 3 clusters Score -852210.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -852222.062500 Penalty: 4394.244141
	Iteration 37Q: 3 clusters Score -852222.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -852226.625000 Penalty: 4394.244141
	Iteration 38Q: 3 clusters Score -852226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -852233.000000 Penalty: 4394.244141
	Iteration 39Q: 3 clusters Score -852233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -852240.062500 Penalty: 4394.244141
	Iteration 40F: 3 clusters Score -852240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -852242.062500 Penalty: 4394.244141
	Iteration 41Q: 3 clusters Score -852242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -852244.250000 Penalty: 4394.244141
	Iteration 42Q: 3 clusters Score -852244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -852243.375000 Penalty: 4394.244141
	Iteration 43Q: 3 clusters Score -852243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -852243.437500 Penalty: 4394.244141
	Iteration 44Q: 3 clusters Score -852243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -852246.250000 Penalty: 4394.244141
	Iteration 45Q: 3 clusters Score -852246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -852246.625000 Penalty: 4394.244141
	Iteration 46Q: 3 clusters Score -852246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -852245.875000 Penalty: 4394.244141
	Iteration 47Q: 3 clusters Score -852245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -852246.062500 Penalty: 4394.244141
	Iteration 48Q: 3 clusters Score -852246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -852247.000000 Penalty: 4394.244141
	Iteration 49Q: 3 clusters Score -852247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -852247.000000 Penalty: 4394.244141
	Iteration 50F: 3 clusters Score -852247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -351961.875000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -351961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -349253.093750 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -349253.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -349795.562500 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -349795.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -349981.437500 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -349981.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -350176.687500 Penalty: 3809.367188
	Iteration 3F: 3 clusters Score -350176.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -350364.937500 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -350364.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -350491.000000 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -350491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -350629.718750 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -350629.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -350738.000000 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -350738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -350842.781250 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -350842.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -350932.062500 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -350932.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -350973.812500 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -350973.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -351004.843750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -351004.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -351034.281250 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -351034.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -351060.031250 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -351060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -351081.812500 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -351081.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -351095.593750 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -351095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -351101.031250 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -351101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -351102.875000 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -351102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -351102.906250 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -351102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -351102.906250 Penalty: 3809.367188
	Iteration 19F: 3 clusters Score -351102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133935 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 37606 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240772 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 26542 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67430 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22504 members 
Mstep: Class 25 contains 47039 members 
Mstep: Class 26 contains 68956 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4058 members 
Mstep: Class 46 contains 8054 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26938 members 
Mstep: Class 55 contains 6050 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7248 members 
Mstep: Class 58 contains 7221 members 
Mstep: Class 59 contains 11956 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2424 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1650 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3099 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498544.000000 Penalty: 258962.906250
Iteration 199Q: 76 clusters Score -1.344985e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32351 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133934 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 37599 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240776 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13762 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 26539 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67419 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22501 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68957 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 4056 members 
Mstep: Class 46 contains 8053 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26939 members 
Mstep: Class 55 contains 6049 members 
Mstep: Class 56 contains 3212 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7215 members 
Mstep: Class 59 contains 11950 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13803 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2299 members 
Mstep: Class 69 contains 1649 members 
Mstep: Class 70 contains 10234 members 
Mstep: Class 71 contains 42050 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3104 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498576.000000 Penalty: 258962.906250
Iteration 200F: 76 clusters Score -1.344986e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32350 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133939 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10087 members 
Mstep: Class 9 contains 37588 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240786 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13771 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 26539 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67402 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22499 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68957 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6666 members 
Mstep: Class 33 contains 2837 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6911 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4055 members 
Mstep: Class 46 contains 8052 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5298 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26942 members 
Mstep: Class 55 contains 6049 members 
Mstep: Class 56 contains 3213 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7211 members 
Mstep: Class 59 contains 11945 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13806 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2296 members 
Mstep: Class 69 contains 1648 members 
Mstep: Class 70 contains 10234 members 
Mstep: Class 71 contains 42052 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3107 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498544.000000 Penalty: 258962.906250
Iteration 201Q: 76 clusters Score -1.344985e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32350 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133945 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10084 members 
Mstep: Class 9 contains 37584 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240793 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 26536 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7049 members 
Mstep: Class 21 contains 67385 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 22496 members 
Mstep: Class 25 contains 47044 members 
Mstep: Class 26 contains 68954 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6667 members 
Mstep: Class 33 contains 2843 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35974 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6911 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8050 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10515 members 
Mstep: Class 54 contains 26946 members 
Mstep: Class 55 contains 6047 members 
Mstep: Class 56 contains 3215 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7205 members 
Mstep: Class 59 contains 11937 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13809 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2296 members 
Mstep: Class 69 contains 1645 members 
Mstep: Class 70 contains 10234 members 
Mstep: Class 71 contains 42054 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3109 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498528.000000 Penalty: 258962.906250
Iteration 202Q: 76 clusters Score -1.344985e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32350 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 133945 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 37576 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240814 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 26534 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 67362 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22490 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68952 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35971 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8048 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10514 members 
Mstep: Class 54 contains 26947 members 
Mstep: Class 55 contains 6044 members 
Mstep: Class 56 contains 3216 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7194 members 
Mstep: Class 59 contains 11935 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13812 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2299 members 
Mstep: Class 69 contains 1645 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42058 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498560.000000 Penalty: 258962.906250
Iteration 203Q: 76 clusters Score -1.344986e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32350 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 133945 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 37574 members 
Mstep: Class 10 contains 34707 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240820 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 26531 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 67340 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 22477 members 
Mstep: Class 25 contains 47049 members 
Mstep: Class 26 contains 68950 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2858 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35972 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6918 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8046 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10513 members 
Mstep: Class 54 contains 26950 members 
Mstep: Class 55 contains 6042 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7189 members 
Mstep: Class 59 contains 11935 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13815 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2300 members 
Mstep: Class 69 contains 1643 members 
Mstep: Class 70 contains 10235 members 
Mstep: Class 71 contains 42066 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498592.000000 Penalty: 258962.906250
Iteration 204Q: 76 clusters Score -1.344986e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32348 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 133954 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37569 members 
Mstep: Class 10 contains 34708 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240830 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13807 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 26529 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 67321 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 22469 members 
Mstep: Class 25 contains 47046 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35971 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6920 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10514 members 
Mstep: Class 54 contains 26957 members 
Mstep: Class 55 contains 6040 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7185 members 
Mstep: Class 59 contains 11934 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13819 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2301 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10239 members 
Mstep: Class 71 contains 42065 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498640.000000 Penalty: 258962.906250
Iteration 205Q: 76 clusters Score -1.344986e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32348 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 133959 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37565 members 
Mstep: Class 10 contains 34708 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240839 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 2205 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 21 contains 67302 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22460 members 
Mstep: Class 25 contains 47050 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2866 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35972 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8046 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26963 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7181 members 
Mstep: Class 59 contains 11933 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13820 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2300 members 
Mstep: Class 69 contains 1638 members 
Mstep: Class 70 contains 10241 members 
Mstep: Class 71 contains 42065 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498608.000000 Penalty: 258962.906250
Iteration 206Q: 76 clusters Score -1.344986e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32346 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 133968 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 37564 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240845 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 67282 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22452 members 
Mstep: Class 25 contains 47052 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2867 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35972 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6924 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8047 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2170 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26965 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7179 members 
Mstep: Class 59 contains 11932 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13820 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2301 members 
Mstep: Class 69 contains 1639 members 
Mstep: Class 70 contains 10242 members 
Mstep: Class 71 contains 42068 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498640.000000 Penalty: 258962.906250
Iteration 207Q: 76 clusters Score -1.344986e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32344 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 133972 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37561 members 
Mstep: Class 10 contains 34711 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240853 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 67268 members 
Mstep: Class 22 contains 14284 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22447 members 
Mstep: Class 25 contains 47052 members 
Mstep: Class 26 contains 68945 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2871 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35971 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8046 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2171 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26966 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7175 members 
Mstep: Class 59 contains 11932 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13821 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2303 members 
Mstep: Class 69 contains 1637 members 
Mstep: Class 70 contains 10243 members 
Mstep: Class 71 contains 42073 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498592.000000 Penalty: 258962.906250
Iteration 208Q: 76 clusters Score -1.344986e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32342 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37559 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240857 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67257 members 
Mstep: Class 22 contains 14284 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22444 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 68948 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2877 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 35970 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8044 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26967 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7169 members 
Mstep: Class 59 contains 11932 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13822 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2301 members 
Mstep: Class 69 contains 1633 members 
Mstep: Class 70 contains 10245 members 
Mstep: Class 71 contains 42078 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498496.000000 Penalty: 258962.906250
Iteration 209Q: 76 clusters Score -1.344985e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32339 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133974 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37559 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 240858 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67249 members 
Mstep: Class 22 contains 14285 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22442 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 68948 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2888 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3465 members 
Mstep: Class 38 contains 35970 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26968 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7161 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13824 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2302 members 
Mstep: Class 69 contains 1631 members 
Mstep: Class 70 contains 10246 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498640.000000 Penalty: 258962.906250
Iteration 210Q: 76 clusters Score -1.344986e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37553 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 240857 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 13817 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67246 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47059 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3463 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 640 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7157 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13827 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2301 members 
Mstep: Class 69 contains 1631 members 
Mstep: Class 70 contains 10247 members 
Mstep: Class 71 contains 42083 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498576.000000 Penalty: 258962.906250
Iteration 211Q: 76 clusters Score -1.344986e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37547 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 240858 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 13818 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67242 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2902 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3462 members 
Mstep: Class 38 contains 35967 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7247 members 
Mstep: Class 58 contains 7157 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13829 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 1628 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42082 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498816.000000 Penalty: 258962.906250
Iteration 212Q: 76 clusters Score -1.344988e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133974 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37549 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240859 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67237 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7150 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13832 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2296 members 
Mstep: Class 69 contains 1629 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3110 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498768.000000 Penalty: 258962.906250
Iteration 213Q: 76 clusters Score -1.344988e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37545 members 
Mstep: Class 10 contains 34710 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240860 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67233 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2910 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7147 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2299 members 
Mstep: Class 69 contains 1627 members 
Mstep: Class 70 contains 10251 members 
Mstep: Class 71 contains 42082 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3113 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498752.000000 Penalty: 258962.906250
Iteration 214Q: 76 clusters Score -1.344988e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133972 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37540 members 
Mstep: Class 10 contains 34711 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240862 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 26518 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67232 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2916 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7145 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1623 members 
Mstep: Class 70 contains 10252 members 
Mstep: Class 71 contains 42082 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498720.000000 Penalty: 258962.906250
Iteration 215Q: 76 clusters Score -1.344987e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37537 members 
Mstep: Class 10 contains 34712 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240862 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 26519 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67230 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7138 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2296 members 
Mstep: Class 69 contains 1619 members 
Mstep: Class 70 contains 10253 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498832.000000 Penalty: 258962.906250
Iteration 216Q: 76 clusters Score -1.344988e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37534 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240863 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67229 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47062 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7134 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 1617 members 
Mstep: Class 70 contains 10253 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498704.000000 Penalty: 258962.906250
Iteration 217Q: 76 clusters Score -1.344987e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37533 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240863 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67228 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2931 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7133 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 1614 members 
Mstep: Class 70 contains 10254 members 
Mstep: Class 71 contains 42079 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498640.000000 Penalty: 258962.906250
Iteration 218Q: 76 clusters Score -1.344986e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37531 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240864 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67227 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 647 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7132 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1612 members 
Mstep: Class 70 contains 10253 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498768.000000 Penalty: 258962.906250
Iteration 219Q: 76 clusters Score -1.344988e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37530 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240865 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2944 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7125 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1610 members 
Mstep: Class 70 contains 10252 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498944.000000 Penalty: 258962.906250
Iteration 220F: 76 clusters Score -1.344989e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37529 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240865 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 647 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7122 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 448 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1608 members 
Mstep: Class 70 contains 10251 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498896.000000 Penalty: 258962.906250
Iteration 221Q: 76 clusters Score -1.344989e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37527 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240865 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2953 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7120 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 447 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1607 members 
Mstep: Class 70 contains 10252 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498704.000000 Penalty: 258962.906250
Iteration 222Q: 76 clusters Score -1.344987e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37525 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240865 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47061 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8045 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7116 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1607 members 
Mstep: Class 70 contains 10252 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498912.000000 Penalty: 258962.906250
Iteration 223Q: 76 clusters Score -1.344989e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37525 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240865 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2964 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8043 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7111 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1607 members 
Mstep: Class 70 contains 10252 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498848.000000 Penalty: 258962.906250
Iteration 224Q: 76 clusters Score -1.344988e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37522 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240861 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47057 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2967 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35968 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26970 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7107 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1605 members 
Mstep: Class 70 contains 10251 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2017 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498896.000000 Penalty: 258962.906250
Iteration 225Q: 76 clusters Score -1.344989e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 133976 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37516 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240860 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47056 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35967 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5300 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26971 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7107 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2403 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2297 members 
Mstep: Class 69 contains 1604 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498960.000000 Penalty: 258962.906250
Iteration 226Q: 76 clusters Score -1.34499e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37511 members 
Mstep: Class 10 contains 34713 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240859 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47055 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35966 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8041 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26971 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7105 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2404 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 1603 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42082 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499008.000000 Penalty: 258962.906250
Iteration 227Q: 76 clusters Score -1.34499e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37506 members 
Mstep: Class 10 contains 34714 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240860 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67227 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47053 members 
Mstep: Class 26 contains 68950 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2965 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35966 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8041 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5297 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26971 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7107 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2405 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2301 members 
Mstep: Class 69 contains 1601 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42079 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498976.000000 Penalty: 258962.906250
Iteration 228Q: 76 clusters Score -1.34499e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37501 members 
Mstep: Class 10 contains 34716 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240859 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67227 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 47048 members 
Mstep: Class 26 contains 68949 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2963 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35966 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8040 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5296 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26972 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7108 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11937 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2304 members 
Mstep: Class 69 contains 1599 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42079 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3115 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498880.000000 Penalty: 258962.906250
Iteration 229Q: 76 clusters Score -1.344989e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37494 members 
Mstep: Class 10 contains 34719 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240859 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 17 contains 26522 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47047 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2963 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35966 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4054 members 
Mstep: Class 46 contains 8039 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26973 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7103 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2309 members 
Mstep: Class 69 contains 1597 members 
Mstep: Class 70 contains 10250 members 
Mstep: Class 71 contains 42079 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498864.000000 Penalty: 258962.906250
Iteration 230Q: 76 clusters Score -1.344989e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 37487 members 
Mstep: Class 10 contains 34719 members 
Mstep: Class 11 contains 6414 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240857 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 26523 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67225 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47044 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2961 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35966 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4053 members 
Mstep: Class 46 contains 8037 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5295 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7102 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2425 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2313 members 
Mstep: Class 69 contains 1596 members 
Mstep: Class 70 contains 10249 members 
Mstep: Class 71 contains 42078 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498800.000000 Penalty: 258962.906250
Iteration 231Q: 76 clusters Score -1.344988e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32337 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10084 members 
Mstep: Class 9 contains 37476 members 
Mstep: Class 10 contains 34720 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240858 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 17 contains 26525 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67225 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47043 members 
Mstep: Class 26 contains 68945 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2966 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35965 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8038 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 5295 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26976 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7096 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2313 members 
Mstep: Class 69 contains 1595 members 
Mstep: Class 70 contains 10251 members 
Mstep: Class 71 contains 42079 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498992.000000 Penalty: 258962.906250
Iteration 232Q: 76 clusters Score -1.34499e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32336 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133975 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37473 members 
Mstep: Class 10 contains 34720 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240855 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 26525 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67226 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47043 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35963 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8039 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26976 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2317 members 
Mstep: Class 69 contains 1594 members 
Mstep: Class 70 contains 10253 members 
Mstep: Class 71 contains 42080 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499120.000000 Penalty: 258962.906250
Iteration 233Q: 76 clusters Score -1.344991e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32335 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34721 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 240856 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67225 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22440 members 
Mstep: Class 25 contains 47044 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2977 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35962 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6921 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8040 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7090 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2317 members 
Mstep: Class 69 contains 1593 members 
Mstep: Class 70 contains 10255 members 
Mstep: Class 71 contains 42081 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498992.000000 Penalty: 258962.906250
Iteration 234Q: 76 clusters Score -1.34499e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32333 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133973 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34722 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240853 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67224 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22439 members 
Mstep: Class 25 contains 47044 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2980 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35962 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8041 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2318 members 
Mstep: Class 69 contains 1593 members 
Mstep: Class 70 contains 10258 members 
Mstep: Class 71 contains 42082 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499088.000000 Penalty: 258962.906250
Iteration 235Q: 76 clusters Score -1.344991e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32331 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133972 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37466 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240851 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67224 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22436 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2981 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35962 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8043 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5292 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8829 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13834 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2319 members 
Mstep: Class 69 contains 1592 members 
Mstep: Class 70 contains 10261 members 
Mstep: Class 71 contains 42083 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498816.000000 Penalty: 258962.906250
Iteration 236Q: 76 clusters Score -1.344988e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133977 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37466 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240848 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67222 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22432 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68947 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35963 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2322 members 
Mstep: Class 69 contains 1591 members 
Mstep: Class 70 contains 10263 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499024.000000 Penalty: 258962.906250
Iteration 237Q: 76 clusters Score -1.34499e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37466 members 
Mstep: Class 10 contains 34722 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240849 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67220 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22431 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7083 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499072.000000 Penalty: 258962.906250
Iteration 238Q: 76 clusters Score -1.344991e+08 nChanged 12
Entering ConstructFrom: 
Score: -134499072.000000 Penalty: 258962.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -430132.281250 Penalty: 2023.666748
	Iteration 0F: 2 clusters Score -430132.3 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 1731 members 
Entering Unmasked Estep 
Score: -426575.875000 Penalty: 4047.333496
	Iteration 0F: 3 clusters Score -426575.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427318.281250 Penalty: 4047.333496
	Iteration 1F: 3 clusters Score -427318.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -427518.531250 Penalty: 4047.333496
	Iteration 2F: 3 clusters Score -427518.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -427636.500000 Penalty: 4047.333496
	Iteration 3F: 3 clusters Score -427636.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -427701.062500 Penalty: 4047.333496
	Iteration 4Q: 3 clusters Score -427701.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -427746.812500 Penalty: 4047.333496
	Iteration 5Q: 3 clusters Score -427746.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -427793.718750 Penalty: 4047.333496
	Iteration 6Q: 3 clusters Score -427793.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -427829.750000 Penalty: 4047.333496
	Iteration 7Q: 3 clusters Score -427829.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -427860.187500 Penalty: 4047.333496
	Iteration 8Q: 3 clusters Score -427860.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -427885.843750 Penalty: 4047.333496
	Iteration 9Q: 3 clusters Score -427885.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -427910.718750 Penalty: 4047.333496
	Iteration 10Q: 3 clusters Score -427910.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -427937.843750 Penalty: 4047.333496
	Iteration 11Q: 3 clusters Score -427937.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -427958.500000 Penalty: 4047.333496
	Iteration 12Q: 3 clusters Score -427958.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427978.593750 Penalty: 4047.333496
	Iteration 13Q: 3 clusters Score -427978.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -428006.031250 Penalty: 4047.333496
	Iteration 14Q: 3 clusters Score -428006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -428034.406250 Penalty: 4047.333496
	Iteration 15Q: 3 clusters Score -428034.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -428057.281250 Penalty: 4047.333496
	Iteration 16Q: 3 clusters Score -428057.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -428084.500000 Penalty: 4047.333496
	Iteration 17Q: 3 clusters Score -428084.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428119.812500 Penalty: 4047.333496
	Iteration 18Q: 3 clusters Score -428119.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -428160.250000 Penalty: 4047.333496
	Iteration 19Q: 3 clusters Score -428160.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -428195.218750 Penalty: 4047.333496
	Iteration 20F: 3 clusters Score -428195.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -428232.375000 Penalty: 4047.333496
	Iteration 21Q: 3 clusters Score -428232.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -428271.437500 Penalty: 4047.333496
	Iteration 22Q: 3 clusters Score -428271.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -428322.406250 Penalty: 4047.333496
	Iteration 23Q: 3 clusters Score -428322.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -428362.906250 Penalty: 4047.333496
	Iteration 24Q: 3 clusters Score -428362.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -428401.187500 Penalty: 4047.333496
	Iteration 25Q: 3 clusters Score -428401.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -428448.187500 Penalty: 4047.333496
	Iteration 26Q: 3 clusters Score -428448.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -428487.468750 Penalty: 4047.333496
	Iteration 27Q: 3 clusters Score -428487.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -428522.781250 Penalty: 4047.333496
	Iteration 28Q: 3 clusters Score -428522.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -428564.031250 Penalty: 4047.333496
	Iteration 29Q: 3 clusters Score -428564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -428600.000000 Penalty: 4047.333496
	Iteration 30Q: 3 clusters Score -428600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -428633.531250 Penalty: 4047.333496
	Iteration 31Q: 3 clusters Score -428633.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -428663.562500 Penalty: 4047.333496
	Iteration 32Q: 3 clusters Score -428663.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -428681.562500 Penalty: 4047.333496
	Iteration 33Q: 3 clusters Score -428681.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -428698.625000 Penalty: 4047.333496
	Iteration 34Q: 3 clusters Score -428698.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -428711.937500 Penalty: 4047.333496
	Iteration 35Q: 3 clusters Score -428711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428718.843750 Penalty: 4047.333496
	Iteration 36Q: 3 clusters Score -428718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428724.000000 Penalty: 4047.333496
	Iteration 37Q: 3 clusters Score -428724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428727.343750 Penalty: 4047.333496
	Iteration 38Q: 3 clusters Score -428727.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -428734.187500 Penalty: 4047.333496
	Iteration 39Q: 3 clusters Score -428734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -428739.250000 Penalty: 4047.333496
	Iteration 40F: 3 clusters Score -428739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -428744.656250 Penalty: 4047.333496
	Iteration 41Q: 3 clusters Score -428744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -428748.343750 Penalty: 4047.333496
	Iteration 42Q: 3 clusters Score -428748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -428750.031250 Penalty: 4047.333496
	Iteration 43Q: 3 clusters Score -428750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -428752.531250 Penalty: 4047.333496
	Iteration 44Q: 3 clusters Score -428752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -428752.656250 Penalty: 4047.333496
	Iteration 45Q: 3 clusters Score -428752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -428752.656250 Penalty: 4047.333496
	Iteration 46F: 3 clusters Score -428752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Entering Unmasked Estep 
Score: -4004373.250000 Penalty: 2575.170166
	Iteration 0F: 2 clusters Score -4004373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3982250.000000 Penalty: 5150.340332
	Iteration 0F: 3 clusters Score -3982250 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3990400.500000 Penalty: 5150.340332
	Iteration 1F: 3 clusters Score -3990400 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3990985.750000 Penalty: 5150.340332
	Iteration 2Q: 3 clusters Score -3990986 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3991590.250000 Penalty: 5150.340332
	Iteration 3Q: 3 clusters Score -3991590 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3992314.250000 Penalty: 5150.340332
	Iteration 4F: 3 clusters Score -3992314 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3993112.750000 Penalty: 5150.340332
	Iteration 5F: 3 clusters Score -3993113 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3993953.000000 Penalty: 5150.340332
	Iteration 6F: 3 clusters Score -3993953 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3994720.750000 Penalty: 5150.340332
	Iteration 7F: 3 clusters Score -3994721 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3995310.750000 Penalty: 5150.340332
	Iteration 8Q: 3 clusters Score -3995311 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3995789.500000 Penalty: 5150.340332
	Iteration 9Q: 3 clusters Score -3995790 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3996149.500000 Penalty: 5150.340332
	Iteration 10Q: 3 clusters Score -3996150 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3996446.000000 Penalty: 5150.340332
	Iteration 11Q: 3 clusters Score -3996446 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3996712.000000 Penalty: 5150.340332
	Iteration 12Q: 3 clusters Score -3996712 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3996966.750000 Penalty: 5150.340332
	Iteration 13Q: 3 clusters Score -3996967 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3997309.250000 Penalty: 5150.340332
	Iteration 14Q: 3 clusters Score -3997309 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3997652.750000 Penalty: 5150.340332
	Iteration 15Q: 3 clusters Score -3997653 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3998052.500000 Penalty: 5150.340332
	Iteration 16Q: 3 clusters Score -3998052 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3998508.500000 Penalty: 5150.340332
	Iteration 17Q: 3 clusters Score -3998508 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3999012.000000 Penalty: 5150.340332
	Iteration 18Q: 3 clusters Score -3999012 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3999506.000000 Penalty: 5150.340332
	Iteration 19Q: 3 clusters Score -3999506 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4000043.500000 Penalty: 5150.340332
	Iteration 20F: 3 clusters Score -4000044 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4000539.500000 Penalty: 5150.340332
	Iteration 21Q: 3 clusters Score -4000540 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4000946.500000 Penalty: 5150.340332
	Iteration 22Q: 3 clusters Score -4000946 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4001259.500000 Penalty: 5150.340332
	Iteration 23Q: 3 clusters Score -4001260 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4001477.500000 Penalty: 5150.340332
	Iteration 24Q: 3 clusters Score -4001478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4001645.500000 Penalty: 5150.340332
	Iteration 25Q: 3 clusters Score -4001646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4001746.500000 Penalty: 5150.340332
	Iteration 26Q: 3 clusters Score -4001746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4001825.000000 Penalty: 5150.340332
	Iteration 27Q: 3 clusters Score -4001825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4001891.250000 Penalty: 5150.340332
	Iteration 28Q: 3 clusters Score -4001891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4001926.250000 Penalty: 5150.340332
	Iteration 29Q: 3 clusters Score -4001926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4001969.250000 Penalty: 5150.340332
	Iteration 30Q: 3 clusters Score -4001969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4002003.750000 Penalty: 5150.340332
	Iteration 31Q: 3 clusters Score -4002004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4002038.250000 Penalty: 5150.340332
	Iteration 32Q: 3 clusters Score -4002038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4002061.250000 Penalty: 5150.340332
	Iteration 33Q: 3 clusters Score -4002061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4002078.250000 Penalty: 5150.340332
	Iteration 34Q: 3 clusters Score -4002078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4002093.500000 Penalty: 5150.340332
	Iteration 35Q: 3 clusters Score -4002094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4002103.500000 Penalty: 5150.340332
	Iteration 36Q: 3 clusters Score -4002104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4002110.500000 Penalty: 5150.340332
	Iteration 37Q: 3 clusters Score -4002110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4002118.250000 Penalty: 5150.340332
	Iteration 38Q: 3 clusters Score -4002118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4002120.750000 Penalty: 5150.340332
	Iteration 39Q: 3 clusters Score -4002121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4002122.750000 Penalty: 5150.340332
	Iteration 40F: 3 clusters Score -4002123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4002132.000000 Penalty: 5150.340332
	Iteration 41Q: 3 clusters Score -4002132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4002137.750000 Penalty: 5150.340332
	Iteration 42Q: 3 clusters Score -4002138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4002143.750000 Penalty: 5150.340332
	Iteration 43Q: 3 clusters Score -4002144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4002149.250000 Penalty: 5150.340332
	Iteration 44Q: 3 clusters Score -4002149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4002147.000000 Penalty: 5150.340332
	Iteration 45Q: 3 clusters Score -4002147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4002142.000000 Penalty: 5150.340332
	Iteration 46Q: 3 clusters Score -4002142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4002148.250000 Penalty: 5150.340332
	Iteration 47Q: 3 clusters Score -4002148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4002148.250000 Penalty: 5150.340332
	Iteration 48Q: 3 clusters Score -4002148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4002148.250000 Penalty: 5150.340332
	Iteration 49F: 3 clusters Score -4002148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -48652.996094 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -48653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47229.917969 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -47229.92 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47603.546875 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -47603.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47779.023438 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -47779.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47893.531250 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -47893.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47972.964844 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -47972.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48024.960938 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -48024.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48138.113281 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -48138.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48350.562500 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -48350.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48667.164062 Penalty: 3114.146729
	Iteration 8F: 3 clusters Score -48667.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48945.777344 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -48945.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49219.972656 Penalty: 3114.146729
	Iteration 10F: 3 clusters Score -49219.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49306.105469 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -49306.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49319.421875 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -49319.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49355.207031 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -49355.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49383.695312 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -49383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49392.386719 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -49392.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49395.101562 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -49395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49395.101562 Penalty: 3114.146729
	Iteration 17F: 3 clusters Score -49395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240848 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67219 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22431 members 
Mstep: Class 25 contains 47046 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2172 members 
Mstep: Class 76 contains 280 members 
Entering Unmasked Estep 
Score: -134497616.000000 Penalty: 262415.750000
Splitting cluster 3 changes total score from -134499072.000000 to -134497616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -806112.625000 Penalty: 2176.374512
	Iteration 0F: 2 clusters Score -806112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -800681.875000 Penalty: 4352.749023
	Iteration 0F: 3 clusters Score -800681.9 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -802073.875000 Penalty: 4352.749023
	Iteration 1F: 3 clusters Score -802073.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -802351.500000 Penalty: 4352.749023
	Iteration 2F: 3 clusters Score -802351.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -802542.812500 Penalty: 4352.749023
	Iteration 3F: 3 clusters Score -802542.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -802679.750000 Penalty: 4352.749023
	Iteration 4Q: 3 clusters Score -802679.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -802816.062500 Penalty: 4352.749023
	Iteration 5Q: 3 clusters Score -802816.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -802948.625000 Penalty: 4352.749023
	Iteration 6Q: 3 clusters Score -802948.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -803093.312500 Penalty: 4352.749023
	Iteration 7Q: 3 clusters Score -803093.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -803249.875000 Penalty: 4352.749023
	Iteration 8Q: 3 clusters Score -803249.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -803399.687500 Penalty: 4352.749023
	Iteration 9Q: 3 clusters Score -803399.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -803550.937500 Penalty: 4352.749023
	Iteration 10Q: 3 clusters Score -803550.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -803683.750000 Penalty: 4352.749023
	Iteration 11Q: 3 clusters Score -803683.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -803795.000000 Penalty: 4352.749023
	Iteration 12Q: 3 clusters Score -803795 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -803901.937500 Penalty: 4352.749023
	Iteration 13Q: 3 clusters Score -803901.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -803972.187500 Penalty: 4352.749023
	Iteration 14Q: 3 clusters Score -803972.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -804036.625000 Penalty: 4352.749023
	Iteration 15Q: 3 clusters Score -804036.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -804083.375000 Penalty: 4352.749023
	Iteration 16Q: 3 clusters Score -804083.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -804121.062500 Penalty: 4352.749023
	Iteration 17Q: 3 clusters Score -804121.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -804151.812500 Penalty: 4352.749023
	Iteration 18Q: 3 clusters Score -804151.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -804180.375000 Penalty: 4352.749023
	Iteration 19Q: 3 clusters Score -804180.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -804204.250000 Penalty: 4352.749023
	Iteration 20F: 3 clusters Score -804204.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -804222.437500 Penalty: 4352.749023
	Iteration 21Q: 3 clusters Score -804222.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -804235.875000 Penalty: 4352.749023
	Iteration 22Q: 3 clusters Score -804235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -804243.375000 Penalty: 4352.749023
	Iteration 23Q: 3 clusters Score -804243.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -804249.375000 Penalty: 4352.749023
	Iteration 24Q: 3 clusters Score -804249.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -804257.437500 Penalty: 4352.749023
	Iteration 25Q: 3 clusters Score -804257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -804264.562500 Penalty: 4352.749023
	Iteration 26Q: 3 clusters Score -804264.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -804270.250000 Penalty: 4352.749023
	Iteration 27Q: 3 clusters Score -804270.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -804277.937500 Penalty: 4352.749023
	Iteration 28Q: 3 clusters Score -804277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -804280.875000 Penalty: 4352.749023
	Iteration 29Q: 3 clusters Score -804280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -804290.187500 Penalty: 4352.749023
	Iteration 30Q: 3 clusters Score -804290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -804293.750000 Penalty: 4352.749023
	Iteration 31Q: 3 clusters Score -804293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -804296.687500 Penalty: 4352.749023
	Iteration 32Q: 3 clusters Score -804296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -804299.187500 Penalty: 4352.749023
	Iteration 33Q: 3 clusters Score -804299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -804302.687500 Penalty: 4352.749023
	Iteration 34Q: 3 clusters Score -804302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -804306.312500 Penalty: 4352.749023
	Iteration 35Q: 3 clusters Score -804306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -804306.812500 Penalty: 4352.749023
	Iteration 36Q: 3 clusters Score -804306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -804309.312500 Penalty: 4352.749023
	Iteration 37Q: 3 clusters Score -804309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -804312.437500 Penalty: 4352.749023
	Iteration 38Q: 3 clusters Score -804312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -804313.750000 Penalty: 4352.749023
	Iteration 39Q: 3 clusters Score -804313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -804316.375000 Penalty: 4352.749023
	Iteration 40F: 3 clusters Score -804316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -804318.250000 Penalty: 4352.749023
	Iteration 41Q: 3 clusters Score -804318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -804322.875000 Penalty: 4352.749023
	Iteration 42Q: 3 clusters Score -804322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -804324.125000 Penalty: 4352.749023
	Iteration 43Q: 3 clusters Score -804324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -804325.437500 Penalty: 4352.749023
	Iteration 44Q: 3 clusters Score -804325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -804326.375000 Penalty: 4352.749023
	Iteration 45Q: 3 clusters Score -804326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -804326.375000 Penalty: 4352.749023
	Iteration 46F: 3 clusters Score -804326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -348573.812500 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -348573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -345391.125000 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -345391.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -346062.531250 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -346062.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -346264.468750 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -346264.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346377.968750 Penalty: 3943.973633
	Iteration 3F: 3 clusters Score -346378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -346475.718750 Penalty: 3943.973633
	Iteration 4Q: 3 clusters Score -346475.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -346577.000000 Penalty: 3943.973633
	Iteration 5Q: 3 clusters Score -346577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -346683.312500 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -346683.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -346771.218750 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -346771.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -346842.468750 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -346842.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -346899.625000 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -346899.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -346947.812500 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -346947.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -346991.156250 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -346991.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -347035.531250 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -347035.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -347068.625000 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -347068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -347093.093750 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -347093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -347108.375000 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -347108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -347120.468750 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -347120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -347130.750000 Penalty: 3943.973633
	Iteration 17Q: 3 clusters Score -347130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -347135.000000 Penalty: 3943.973633
	Iteration 18Q: 3 clusters Score -347135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -347138.281250 Penalty: 3943.973633
	Iteration 19Q: 3 clusters Score -347138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -347140.687500 Penalty: 3943.973633
	Iteration 20F: 3 clusters Score -347140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -347143.031250 Penalty: 3943.973633
	Iteration 21Q: 3 clusters Score -347143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -347143.500000 Penalty: 3943.973633
	Iteration 22Q: 3 clusters Score -347143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -347144.125000 Penalty: 3943.973633
	Iteration 23Q: 3 clusters Score -347144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -347144.125000 Penalty: 3943.973633
	Iteration 24F: 3 clusters Score -347144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Entering Unmasked Estep 
Score: -16745275.000000 Penalty: 2927.752441
	Iteration 0F: 2 clusters Score -1.674528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -16655569.000000 Penalty: 5855.504883
	Iteration 0F: 3 clusters Score -1.665557e+07 nChanged 63999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -16692522.000000 Penalty: 5855.504883
	Iteration 1F: 3 clusters Score -1.669252e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -16693267.000000 Penalty: 5855.504883
	Iteration 2Q: 3 clusters Score -1.669327e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -16694170.000000 Penalty: 5855.504883
	Iteration 3Q: 3 clusters Score -1.669417e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -16695275.000000 Penalty: 5855.504883
	Iteration 4Q: 3 clusters Score -1.669528e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -16696683.000000 Penalty: 5855.504883
	Iteration 5Q: 3 clusters Score -1.669668e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -16698525.000000 Penalty: 5855.504883
	Iteration 6Q: 3 clusters Score -1.669852e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -16700762.000000 Penalty: 5855.504883
	Iteration 7Q: 3 clusters Score -1.670076e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -16703004.000000 Penalty: 5855.504883
	Iteration 8Q: 3 clusters Score -1.6703e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -16705507.000000 Penalty: 5855.504883
	Iteration 9Q: 3 clusters Score -1.670551e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -16707871.000000 Penalty: 5855.504883
	Iteration 10Q: 3 clusters Score -1.670787e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -16710554.000000 Penalty: 5855.504883
	Iteration 11Q: 3 clusters Score -1.671055e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -16712961.000000 Penalty: 5855.504883
	Iteration 12Q: 3 clusters Score -1.671296e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -16715909.000000 Penalty: 5855.504883
	Iteration 13Q: 3 clusters Score -1.671591e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -16719299.000000 Penalty: 5855.504883
	Iteration 14Q: 3 clusters Score -1.67193e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -16723249.000000 Penalty: 5855.504883
	Iteration 15Q: 3 clusters Score -1.672325e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -16728197.000000 Penalty: 5855.504883
	Iteration 16Q: 3 clusters Score -1.67282e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -16733233.000000 Penalty: 5855.504883
	Iteration 17Q: 3 clusters Score -1.673323e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -16737342.000000 Penalty: 5855.504883
	Iteration 18Q: 3 clusters Score -1.673734e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 130503 members 
Entering Unmasked Estep 
Score: -16739977.000000 Penalty: 5855.504883
	Iteration 19Q: 3 clusters Score -1.673998e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -16741365.000000 Penalty: 5855.504883
	Iteration 20F: 3 clusters Score -1.674136e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -16741998.000000 Penalty: 5855.504883
	Iteration 21Q: 3 clusters Score -1.6742e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -16742300.000000 Penalty: 5855.504883
	Iteration 22Q: 3 clusters Score -1.67423e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133370 members 
Entering Unmasked Estep 
Score: -16742437.000000 Penalty: 5855.504883
	Iteration 23Q: 3 clusters Score -1.674244e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 133457 members 
Entering Unmasked Estep 
Score: -16742539.000000 Penalty: 5855.504883
	Iteration 24Q: 3 clusters Score -1.674254e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -16742615.000000 Penalty: 5855.504883
	Iteration 25Q: 3 clusters Score -1.674262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -16742664.000000 Penalty: 5855.504883
	Iteration 26Q: 3 clusters Score -1.674266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 133556 members 
Entering Unmasked Estep 
Score: -16742688.000000 Penalty: 5855.504883
	Iteration 27Q: 3 clusters Score -1.674269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -16742709.000000 Penalty: 5855.504883
	Iteration 28Q: 3 clusters Score -1.674271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 133572 members 
Entering Unmasked Estep 
Score: -16742693.000000 Penalty: 5855.504883
	Iteration 29Q: 3 clusters Score -1.674269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -16742688.000000 Penalty: 5855.504883
	Iteration 30Q: 3 clusters Score -1.674269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -16742681.000000 Penalty: 5855.504883
	Iteration 31Q: 3 clusters Score -1.674268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 133584 members 
Entering Unmasked Estep 
Score: -16742680.000000 Penalty: 5855.504883
	Iteration 32Q: 3 clusters Score -1.674268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -16742681.000000 Penalty: 5855.504883
	Iteration 33Q: 3 clusters Score -1.674268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -16742672.000000 Penalty: 5855.504883
	Iteration 34Q: 3 clusters Score -1.674267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -16742675.000000 Penalty: 5855.504883
	Iteration 35Q: 3 clusters Score -1.674268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -16742688.000000 Penalty: 5855.504883
	Iteration 36Q: 3 clusters Score -1.674269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -16742693.000000 Penalty: 5855.504883
	Iteration 37Q: 3 clusters Score -1.674269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -16742698.000000 Penalty: 5855.504883
	Iteration 38Q: 3 clusters Score -1.67427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -16742709.000000 Penalty: 5855.504883
	Iteration 39Q: 3 clusters Score -1.674271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -16742712.000000 Penalty: 5855.504883
	Iteration 40F: 3 clusters Score -1.674271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -16742700.000000 Penalty: 5855.504883
	Iteration 41Q: 3 clusters Score -1.67427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -16742703.000000 Penalty: 5855.504883
	Iteration 42Q: 3 clusters Score -1.67427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -16742703.000000 Penalty: 5855.504883
	Iteration 43F: 3 clusters Score -1.67427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -141975.968750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -141976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139906.328125 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -139906.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140253.281250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -140253.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140348.421875 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -140348.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140379.578125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -140379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140390.578125 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -140390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140397.500000 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -140397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -140403.203125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -140403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140408.078125 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -140408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140411.531250 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -140411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140412.718750 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -140412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140412.718750 Penalty: 3501.996338
	Iteration 10F: 3 clusters Score -140412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Entering Unmasked Estep 
Score: -1128009.250000 Penalty: 2286.263428
	Iteration 0F: 2 clusters Score -1128009 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 5003 members 
Entering Unmasked Estep 
Score: -1120266.125000 Penalty: 4572.526855
	Iteration 0F: 3 clusters Score -1120266 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1122684.500000 Penalty: 4572.526855
	Iteration 1F: 3 clusters Score -1122684 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1123194.000000 Penalty: 4572.526855
	Iteration 2F: 3 clusters Score -1123194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1123562.250000 Penalty: 4572.526855
	Iteration 3F: 3 clusters Score -1123562 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1123874.500000 Penalty: 4572.526855
	Iteration 4F: 3 clusters Score -1123874 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1124113.875000 Penalty: 4572.526855
	Iteration 5Q: 3 clusters Score -1124114 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1124336.625000 Penalty: 4572.526855
	Iteration 6Q: 3 clusters Score -1124337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1124550.500000 Penalty: 4572.526855
	Iteration 7Q: 3 clusters Score -1124550 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1124749.500000 Penalty: 4572.526855
	Iteration 8Q: 3 clusters Score -1124750 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1124963.500000 Penalty: 4572.526855
	Iteration 9Q: 3 clusters Score -1124964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1125146.875000 Penalty: 4572.526855
	Iteration 10Q: 3 clusters Score -1125147 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1125364.000000 Penalty: 4572.526855
	Iteration 11Q: 3 clusters Score -1125364 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1125549.750000 Penalty: 4572.526855
	Iteration 12Q: 3 clusters Score -1125550 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1125680.000000 Penalty: 4572.526855
	Iteration 13Q: 3 clusters Score -1125680 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1125781.375000 Penalty: 4572.526855
	Iteration 14Q: 3 clusters Score -1125781 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1125873.125000 Penalty: 4572.526855
	Iteration 15Q: 3 clusters Score -1125873 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1125957.500000 Penalty: 4572.526855
	Iteration 16Q: 3 clusters Score -1125958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1126046.000000 Penalty: 4572.526855
	Iteration 17Q: 3 clusters Score -1126046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1126130.500000 Penalty: 4572.526855
	Iteration 18Q: 3 clusters Score -1126130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1126198.125000 Penalty: 4572.526855
	Iteration 19Q: 3 clusters Score -1126198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1126253.250000 Penalty: 4572.526855
	Iteration 20F: 3 clusters Score -1126253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1126289.125000 Penalty: 4572.526855
	Iteration 21Q: 3 clusters Score -1126289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1126313.250000 Penalty: 4572.526855
	Iteration 22Q: 3 clusters Score -1126313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1126330.000000 Penalty: 4572.526855
	Iteration 23Q: 3 clusters Score -1126330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1126350.625000 Penalty: 4572.526855
	Iteration 24Q: 3 clusters Score -1126351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1126370.750000 Penalty: 4572.526855
	Iteration 25Q: 3 clusters Score -1126371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1126388.875000 Penalty: 4572.526855
	Iteration 26Q: 3 clusters Score -1126389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1126409.000000 Penalty: 4572.526855
	Iteration 27Q: 3 clusters Score -1126409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1126429.500000 Penalty: 4572.526855
	Iteration 28Q: 3 clusters Score -1126430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1126446.125000 Penalty: 4572.526855
	Iteration 29Q: 3 clusters Score -1126446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1126452.000000 Penalty: 4572.526855
	Iteration 30Q: 3 clusters Score -1126452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1126460.375000 Penalty: 4572.526855
	Iteration 31Q: 3 clusters Score -1126460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1126465.500000 Penalty: 4572.526855
	Iteration 32Q: 3 clusters Score -1126466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1126470.375000 Penalty: 4572.526855
	Iteration 33Q: 3 clusters Score -1126470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1126473.750000 Penalty: 4572.526855
	Iteration 34Q: 3 clusters Score -1126474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1126474.875000 Penalty: 4572.526855
	Iteration 35Q: 3 clusters Score -1126475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1126475.750000 Penalty: 4572.526855
	Iteration 36Q: 3 clusters Score -1126476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1126478.125000 Penalty: 4572.526855
	Iteration 37Q: 3 clusters Score -1126478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1126480.750000 Penalty: 4572.526855
	Iteration 38Q: 3 clusters Score -1126481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1126485.000000 Penalty: 4572.526855
	Iteration 39Q: 3 clusters Score -1126485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1126487.625000 Penalty: 4572.526855
	Iteration 40F: 3 clusters Score -1126488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1126490.750000 Penalty: 4572.526855
	Iteration 41Q: 3 clusters Score -1126491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1126498.625000 Penalty: 4572.526855
	Iteration 42Q: 3 clusters Score -1126499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1126497.625000 Penalty: 4572.526855
	Iteration 43Q: 3 clusters Score -1126498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1126500.375000 Penalty: 4572.526855
	Iteration 44Q: 3 clusters Score -1126500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1126500.375000 Penalty: 4572.526855
	Iteration 45Q: 3 clusters Score -1126500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1126501.875000 Penalty: 4572.526855
	Iteration 46Q: 3 clusters Score -1126502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1126501.875000 Penalty: 4572.526855
	Iteration 47Q: 3 clusters Score -1126502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1126501.875000 Penalty: 4572.526855
	Iteration 48F: 3 clusters Score -1126502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Entering Unmasked Estep 
Score: -4656832.500000 Penalty: 2611.741455
	Iteration 0F: 2 clusters Score -4656832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4631428.500000 Penalty: 5223.482910
	Iteration 0F: 3 clusters Score -4631428 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4640506.500000 Penalty: 5223.482910
	Iteration 1F: 3 clusters Score -4640506 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4641038.000000 Penalty: 5223.482910
	Iteration 2Q: 3 clusters Score -4641038 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4641552.000000 Penalty: 5223.482910
	Iteration 3Q: 3 clusters Score -4641552 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4642081.000000 Penalty: 5223.482910
	Iteration 4Q: 3 clusters Score -4642081 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4642666.500000 Penalty: 5223.482910
	Iteration 5Q: 3 clusters Score -4642666 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4643400.000000 Penalty: 5223.482910
	Iteration 6Q: 3 clusters Score -4643400 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4644305.500000 Penalty: 5223.482910
	Iteration 7Q: 3 clusters Score -4644306 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4645270.500000 Penalty: 5223.482910
	Iteration 8Q: 3 clusters Score -4645270 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4646286.000000 Penalty: 5223.482910
	Iteration 9Q: 3 clusters Score -4646286 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4647293.000000 Penalty: 5223.482910
	Iteration 10Q: 3 clusters Score -4647293 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4648150.000000 Penalty: 5223.482910
	Iteration 11Q: 3 clusters Score -4648150 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4648826.000000 Penalty: 5223.482910
	Iteration 12Q: 3 clusters Score -4648826 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4649410.500000 Penalty: 5223.482910
	Iteration 13Q: 3 clusters Score -4649410 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4649828.500000 Penalty: 5223.482910
	Iteration 14Q: 3 clusters Score -4649828 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4650209.000000 Penalty: 5223.482910
	Iteration 15Q: 3 clusters Score -4650209 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4650549.000000 Penalty: 5223.482910
	Iteration 16Q: 3 clusters Score -4650549 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4650825.000000 Penalty: 5223.482910
	Iteration 17Q: 3 clusters Score -4650825 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4651143.500000 Penalty: 5223.482910
	Iteration 18Q: 3 clusters Score -4651144 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4651417.000000 Penalty: 5223.482910
	Iteration 19Q: 3 clusters Score -4651417 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4651717.000000 Penalty: 5223.482910
	Iteration 20F: 3 clusters Score -4651717 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4652060.000000 Penalty: 5223.482910
	Iteration 21Q: 3 clusters Score -4652060 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4652426.000000 Penalty: 5223.482910
	Iteration 22Q: 3 clusters Score -4652426 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4652817.000000 Penalty: 5223.482910
	Iteration 23Q: 3 clusters Score -4652817 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4653194.500000 Penalty: 5223.482910
	Iteration 24Q: 3 clusters Score -4653194 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4653539.500000 Penalty: 5223.482910
	Iteration 25Q: 3 clusters Score -4653540 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4653840.000000 Penalty: 5223.482910
	Iteration 26Q: 3 clusters Score -4653840 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4654068.000000 Penalty: 5223.482910
	Iteration 27Q: 3 clusters Score -4654068 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4654249.000000 Penalty: 5223.482910
	Iteration 28Q: 3 clusters Score -4654249 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4654434.500000 Penalty: 5223.482910
	Iteration 29Q: 3 clusters Score -4654434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4654553.000000 Penalty: 5223.482910
	Iteration 30Q: 3 clusters Score -4654553 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4654643.500000 Penalty: 5223.482910
	Iteration 31Q: 3 clusters Score -4654644 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4654702.500000 Penalty: 5223.482910
	Iteration 32Q: 3 clusters Score -4654702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4654751.000000 Penalty: 5223.482910
	Iteration 33Q: 3 clusters Score -4654751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4654775.000000 Penalty: 5223.482910
	Iteration 34Q: 3 clusters Score -4654775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4654784.000000 Penalty: 5223.482910
	Iteration 35Q: 3 clusters Score -4654784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4654814.000000 Penalty: 5223.482910
	Iteration 36Q: 3 clusters Score -4654814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4654818.000000 Penalty: 5223.482910
	Iteration 37Q: 3 clusters Score -4654818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4654852.500000 Penalty: 5223.482910
	Iteration 38Q: 3 clusters Score -4654852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4654869.500000 Penalty: 5223.482910
	Iteration 39Q: 3 clusters Score -4654870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4654891.000000 Penalty: 5223.482910
	Iteration 40F: 3 clusters Score -4654891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4654906.000000 Penalty: 5223.482910
	Iteration 41Q: 3 clusters Score -4654906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4654917.000000 Penalty: 5223.482910
	Iteration 42Q: 3 clusters Score -4654917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4654917.500000 Penalty: 5223.482910
	Iteration 43Q: 3 clusters Score -4654918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4654920.000000 Penalty: 5223.482910
	Iteration 44Q: 3 clusters Score -4654920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4654929.000000 Penalty: 5223.482910
	Iteration 45Q: 3 clusters Score -4654929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4654931.000000 Penalty: 5223.482910
	Iteration 46Q: 3 clusters Score -4654931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4654942.000000 Penalty: 5223.482910
	Iteration 47Q: 3 clusters Score -4654942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4654940.500000 Penalty: 5223.482910
	Iteration 48Q: 3 clusters Score -4654940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4654951.500000 Penalty: 5223.482910
	Iteration 49Q: 3 clusters Score -4654952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4654953.500000 Penalty: 5223.482910
	Iteration 50Q: 3 clusters Score -4654954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4654951.500000 Penalty: 5223.482910
	Iteration 51Q: 3 clusters Score -4654952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4654958.500000 Penalty: 5223.482910
	Iteration 52Q: 3 clusters Score -4654958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4654962.500000 Penalty: 5223.482910
	Iteration 53Q: 3 clusters Score -4654962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4654966.500000 Penalty: 5223.482910
	Iteration 54Q: 3 clusters Score -4654966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4654966.000000 Penalty: 5223.482910
	Iteration 55Q: 3 clusters Score -4654966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4654965.000000 Penalty: 5223.482910
	Iteration 56Q: 3 clusters Score -4654965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4654970.000000 Penalty: 5223.482910
	Iteration 57Q: 3 clusters Score -4654970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4654972.500000 Penalty: 5223.482910
	Iteration 58Q: 3 clusters Score -4654972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4654969.500000 Penalty: 5223.482910
	Iteration 59Q: 3 clusters Score -4654970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4654969.500000 Penalty: 5223.482910
	Iteration 60F: 3 clusters Score -4654970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4654979.500000 Penalty: 5223.482910
	Iteration 61Q: 3 clusters Score -4654980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4654982.500000 Penalty: 5223.482910
	Iteration 62Q: 3 clusters Score -4654982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4654984.500000 Penalty: 5223.482910
	Iteration 63Q: 3 clusters Score -4654984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4654983.000000 Penalty: 5223.482910
	Iteration 64Q: 3 clusters Score -4654983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4654989.000000 Penalty: 5223.482910
	Iteration 65Q: 3 clusters Score -4654989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4654983.500000 Penalty: 5223.482910
	Iteration 66Q: 3 clusters Score -4654984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4654986.500000 Penalty: 5223.482910
	Iteration 67Q: 3 clusters Score -4654986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4654990.500000 Penalty: 5223.482910
	Iteration 68Q: 3 clusters Score -4654990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4654993.000000 Penalty: 5223.482910
	Iteration 69Q: 3 clusters Score -4654993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4654994.000000 Penalty: 5223.482910
	Iteration 70Q: 3 clusters Score -4654994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4654989.500000 Penalty: 5223.482910
	Iteration 71Q: 3 clusters Score -4654990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4654995.500000 Penalty: 5223.482910
	Iteration 72Q: 3 clusters Score -4654996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4654996.000000 Penalty: 5223.482910
	Iteration 73Q: 3 clusters Score -4654996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4654996.000000 Penalty: 5223.482910
	Iteration 74F: 3 clusters Score -4654996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Entering Unmasked Estep 
Score: -4354833.500000 Penalty: 2592.878906
	Iteration 0F: 2 clusters Score -4354834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4331105.500000 Penalty: 5185.757812
	Iteration 0F: 3 clusters Score -4331106 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4339687.000000 Penalty: 5185.757812
	Iteration 1F: 3 clusters Score -4339687 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4340155.000000 Penalty: 5185.757812
	Iteration 2Q: 3 clusters Score -4340155 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4340616.500000 Penalty: 5185.757812
	Iteration 3Q: 3 clusters Score -4340616 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4341156.000000 Penalty: 5185.757812
	Iteration 4Q: 3 clusters Score -4341156 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4341817.000000 Penalty: 5185.757812
	Iteration 5Q: 3 clusters Score -4341817 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4342583.000000 Penalty: 5185.757812
	Iteration 6Q: 3 clusters Score -4342583 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4343510.000000 Penalty: 5185.757812
	Iteration 7F: 3 clusters Score -4343510 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4344746.000000 Penalty: 5185.757812
	Iteration 8F: 3 clusters Score -4344746 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4346454.000000 Penalty: 5185.757812
	Iteration 9F: 3 clusters Score -4346454 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4348434.500000 Penalty: 5185.757812
	Iteration 10F: 3 clusters Score -4348434 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4350351.000000 Penalty: 5185.757812
	Iteration 11F: 3 clusters Score -4350351 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4351949.500000 Penalty: 5185.757812
	Iteration 12Q: 3 clusters Score -4351950 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4352992.000000 Penalty: 5185.757812
	Iteration 13Q: 3 clusters Score -4352992 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4353570.000000 Penalty: 5185.757812
	Iteration 14Q: 3 clusters Score -4353570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4353893.500000 Penalty: 5185.757812
	Iteration 15Q: 3 clusters Score -4353894 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4354031.000000 Penalty: 5185.757812
	Iteration 16Q: 3 clusters Score -4354031 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4354069.500000 Penalty: 5185.757812
	Iteration 17Q: 3 clusters Score -4354070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4354107.000000 Penalty: 5185.757812
	Iteration 18Q: 3 clusters Score -4354107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4354116.500000 Penalty: 5185.757812
	Iteration 19Q: 3 clusters Score -4354116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4354118.000000 Penalty: 5185.757812
	Iteration 20F: 3 clusters Score -4354118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4354121.500000 Penalty: 5185.757812
	Iteration 21Q: 3 clusters Score -4354122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4354126.000000 Penalty: 5185.757812
	Iteration 22Q: 3 clusters Score -4354126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4354118.500000 Penalty: 5185.757812
	Iteration 23Q: 3 clusters Score -4354118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4354124.500000 Penalty: 5185.757812
	Iteration 24Q: 3 clusters Score -4354124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4354124.000000 Penalty: 5185.757812
	Iteration 25Q: 3 clusters Score -4354124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4354119.000000 Penalty: 5185.757812
	Iteration 26Q: 3 clusters Score -4354119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4354121.500000 Penalty: 5185.757812
	Iteration 27Q: 3 clusters Score -4354122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4354121.500000 Penalty: 5185.757812
	Iteration 28F: 3 clusters Score -4354122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -785782.250000 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -785782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -780386.562500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -780386.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -781840.437500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -781840.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -782094.937500 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -782094.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -782263.875000 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -782263.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -782384.687500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -782384.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -782456.250000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -782456.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -782497.625000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -782497.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -782537.187500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -782537.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -782582.687500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -782582.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -782626.437500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -782626.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -782673.062500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -782673.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -782724.750000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -782724.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -782782.250000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -782782.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -782837.250000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -782837.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -782901.500000 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -782901.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -782979.062500 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -782979.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -783057.562500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -783057.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -783132.750000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -783132.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -783203.875000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -783203.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -783268.437500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -783268.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -783341.250000 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -783341.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -783417.812500 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -783417.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -783497.125000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -783497.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -783587.000000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -783587 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -783682.000000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -783682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -783762.125000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -783762.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -783845.125000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -783845.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -783912.687500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -783912.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -783973.312500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -783973.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -784029.000000 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -784029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -784067.500000 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -784067.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -784097.562500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -784097.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -784121.250000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -784121.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -784139.500000 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -784139.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -784156.062500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -784156.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -784173.625000 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -784173.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -784198.000000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -784198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -784219.312500 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -784219.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -784242.687500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -784242.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -784259.187500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -784259.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -784276.500000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -784276.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -784291.125000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -784291.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -784303.500000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -784303.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -784314.187500 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -784314.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -784328.687500 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -784328.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -784337.687500 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -784337.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -784348.625000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -784348.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -784358.437500 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -784358.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -784370.125000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -784370.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -784379.375000 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -784379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -784381.562500 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -784381.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -784386.437500 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -784386.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -784390.687500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -784390.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -784399.625000 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -784399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -784406.687500 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -784406.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -784414.750000 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -784414.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -784426.625000 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -784426.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -784438.125000 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -784438.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -784447.375000 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -784447.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -784456.500000 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -784456.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -784464.875000 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -784464.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -784470.312500 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -784470.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -784478.562500 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -784478.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -784490.562500 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -784490.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -784499.562500 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -784499.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -784506.062500 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -784506.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -784513.625000 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -784513.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -784521.000000 Penalty: 4347.977051
	Iteration 67Q: 3 clusters Score -784521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -784523.625000 Penalty: 4347.977051
	Iteration 68Q: 3 clusters Score -784523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -784526.437500 Penalty: 4347.977051
	Iteration 69Q: 3 clusters Score -784526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -784530.687500 Penalty: 4347.977051
	Iteration 70Q: 3 clusters Score -784530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -784534.187500 Penalty: 4347.977051
	Iteration 71Q: 3 clusters Score -784534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -784539.062500 Penalty: 4347.977051
	Iteration 72Q: 3 clusters Score -784539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -784543.500000 Penalty: 4347.977051
	Iteration 73Q: 3 clusters Score -784543.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -784547.625000 Penalty: 4347.977051
	Iteration 74Q: 3 clusters Score -784547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -784549.750000 Penalty: 4347.977051
	Iteration 75Q: 3 clusters Score -784549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -784551.437500 Penalty: 4347.977051
	Iteration 76Q: 3 clusters Score -784551.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -784553.375000 Penalty: 4347.977051
	Iteration 77Q: 3 clusters Score -784553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -784554.875000 Penalty: 4347.977051
	Iteration 78Q: 3 clusters Score -784554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -784554.437500 Penalty: 4347.977051
	Iteration 79Q: 3 clusters Score -784554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -784555.125000 Penalty: 4347.977051
	Iteration 80F: 3 clusters Score -784555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -784554.250000 Penalty: 4347.977051
	Iteration 81Q: 3 clusters Score -784554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -784555.375000 Penalty: 4347.977051
	Iteration 82Q: 3 clusters Score -784555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -784556.750000 Penalty: 4347.977051
	Iteration 83Q: 3 clusters Score -784556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -784559.500000 Penalty: 4347.977051
	Iteration 84Q: 3 clusters Score -784559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -784563.000000 Penalty: 4347.977051
	Iteration 85Q: 3 clusters Score -784563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -784563.812500 Penalty: 4347.977051
	Iteration 86Q: 3 clusters Score -784563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -784563.875000 Penalty: 4347.977051
	Iteration 87Q: 3 clusters Score -784563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -784564.562500 Penalty: 4347.977051
	Iteration 88Q: 3 clusters Score -784564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -784566.000000 Penalty: 4347.977051
	Iteration 89Q: 3 clusters Score -784566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -784567.625000 Penalty: 4347.977051
	Iteration 90Q: 3 clusters Score -784567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -784567.375000 Penalty: 4347.977051
	Iteration 91Q: 3 clusters Score -784567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -784568.562500 Penalty: 4347.977051
	Iteration 92Q: 3 clusters Score -784568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -784569.562500 Penalty: 4347.977051
	Iteration 93Q: 3 clusters Score -784569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -784571.437500 Penalty: 4347.977051
	Iteration 94Q: 3 clusters Score -784571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -784571.437500 Penalty: 4347.977051
	Iteration 95F: 3 clusters Score -784571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -851324.500000 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -851324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -845502.875000 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -845502.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -847132.500000 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -847132.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -847398.812500 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -847398.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -847568.875000 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -847568.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -847702.312500 Penalty: 4393.327637
	Iteration 4Q: 3 clusters Score -847702.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -847797.125000 Penalty: 4393.327637
	Iteration 5Q: 3 clusters Score -847797.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -847873.000000 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -847873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -847933.062500 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -847933.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -847978.625000 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -847978.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -848023.562500 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -848023.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -848070.625000 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -848070.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -848115.250000 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -848115.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -848156.125000 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -848156.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -848210.062500 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -848210.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -848260.250000 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -848260.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -848320.375000 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -848320.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -848380.875000 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -848380.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -848441.937500 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -848441.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -848497.250000 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -848497.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -848558.125000 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -848558.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -848599.500000 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -848599.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -848649.375000 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -848649.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -848693.687500 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -848693.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -848730.500000 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -848730.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -848768.437500 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -848768.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -848797.437500 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -848797.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -848822.312500 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -848822.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -848839.687500 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -848839.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -848860.687500 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -848860.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -848871.750000 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -848871.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -848879.250000 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -848879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -848889.375000 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -848889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -848897.812500 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -848897.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -848907.687500 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -848907.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -848918.875000 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -848918.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -848924.187500 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -848924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -848929.250000 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -848929.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -848936.437500 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -848936.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -848939.812500 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -848939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -848944.625000 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -848944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -848945.250000 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -848945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -848948.437500 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -848948.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -848950.500000 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -848950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -848951.937500 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -848951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -848955.312500 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -848955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -848955.750000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -848955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -848957.875000 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -848957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -848961.625000 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -848961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -848962.375000 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -848962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -848965.625000 Penalty: 4393.327637
	Iteration 49Q: 3 clusters Score -848965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -848967.125000 Penalty: 4393.327637
	Iteration 50Q: 3 clusters Score -848967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -848970.312500 Penalty: 4393.327637
	Iteration 51Q: 3 clusters Score -848970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -848972.812500 Penalty: 4393.327637
	Iteration 52Q: 3 clusters Score -848972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -848976.250000 Penalty: 4393.327637
	Iteration 53Q: 3 clusters Score -848976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -848975.625000 Penalty: 4393.327637
	Iteration 54Q: 3 clusters Score -848975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -848978.000000 Penalty: 4393.327637
	Iteration 55Q: 3 clusters Score -848978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -848983.062500 Penalty: 4393.327637
	Iteration 56Q: 3 clusters Score -848983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -848980.062500 Penalty: 4393.327637
	Iteration 57Q: 3 clusters Score -848980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -848983.500000 Penalty: 4393.327637
	Iteration 58Q: 3 clusters Score -848983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -848984.500000 Penalty: 4393.327637
	Iteration 59Q: 3 clusters Score -848984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -848986.187500 Penalty: 4393.327637
	Iteration 60F: 3 clusters Score -848986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -848987.625000 Penalty: 4393.327637
	Iteration 61Q: 3 clusters Score -848987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -848988.000000 Penalty: 4393.327637
	Iteration 62Q: 3 clusters Score -848988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -848989.687500 Penalty: 4393.327637
	Iteration 63Q: 3 clusters Score -848989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -848992.937500 Penalty: 4393.327637
	Iteration 64Q: 3 clusters Score -848992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -848992.687500 Penalty: 4393.327637
	Iteration 65Q: 3 clusters Score -848992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -848993.562500 Penalty: 4393.327637
	Iteration 66Q: 3 clusters Score -848993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -848993.750000 Penalty: 4393.327637
	Iteration 67Q: 3 clusters Score -848993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -848997.000000 Penalty: 4393.327637
	Iteration 68Q: 3 clusters Score -848997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -849000.750000 Penalty: 4393.327637
	Iteration 69Q: 3 clusters Score -849000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -849006.000000 Penalty: 4393.327637
	Iteration 70Q: 3 clusters Score -849006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -849015.625000 Penalty: 4393.327637
	Iteration 71Q: 3 clusters Score -849015.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -849026.375000 Penalty: 4393.327637
	Iteration 72Q: 3 clusters Score -849026.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -849038.750000 Penalty: 4393.327637
	Iteration 73Q: 3 clusters Score -849038.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -849044.375000 Penalty: 4393.327637
	Iteration 74Q: 3 clusters Score -849044.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -849049.375000 Penalty: 4393.327637
	Iteration 75Q: 3 clusters Score -849049.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -849053.187500 Penalty: 4393.327637
	Iteration 76Q: 3 clusters Score -849053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -849057.375000 Penalty: 4393.327637
	Iteration 77Q: 3 clusters Score -849057.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -849063.687500 Penalty: 4393.327637
	Iteration 78Q: 3 clusters Score -849063.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -849068.750000 Penalty: 4393.327637
	Iteration 79Q: 3 clusters Score -849068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -849073.250000 Penalty: 4393.327637
	Iteration 80F: 3 clusters Score -849073.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -849078.625000 Penalty: 4393.327637
	Iteration 81Q: 3 clusters Score -849078.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -849082.437500 Penalty: 4393.327637
	Iteration 82Q: 3 clusters Score -849082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -849088.437500 Penalty: 4393.327637
	Iteration 83Q: 3 clusters Score -849088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -849094.562500 Penalty: 4393.327637
	Iteration 84Q: 3 clusters Score -849094.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -849098.500000 Penalty: 4393.327637
	Iteration 85Q: 3 clusters Score -849098.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -849102.250000 Penalty: 4393.327637
	Iteration 86Q: 3 clusters Score -849102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -849105.437500 Penalty: 4393.327637
	Iteration 87Q: 3 clusters Score -849105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -849108.625000 Penalty: 4393.327637
	Iteration 88Q: 3 clusters Score -849108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -849112.812500 Penalty: 4393.327637
	Iteration 89Q: 3 clusters Score -849112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -849116.125000 Penalty: 4393.327637
	Iteration 90Q: 3 clusters Score -849116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -849118.312500 Penalty: 4393.327637
	Iteration 91Q: 3 clusters Score -849118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -849123.812500 Penalty: 4393.327637
	Iteration 92Q: 3 clusters Score -849123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -849126.875000 Penalty: 4393.327637
	Iteration 93Q: 3 clusters Score -849126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -849130.625000 Penalty: 4393.327637
	Iteration 94Q: 3 clusters Score -849130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -849130.812500 Penalty: 4393.327637
	Iteration 95Q: 3 clusters Score -849130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -849133.187500 Penalty: 4393.327637
	Iteration 96Q: 3 clusters Score -849133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -849133.812500 Penalty: 4393.327637
	Iteration 97Q: 3 clusters Score -849133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -849136.500000 Penalty: 4393.327637
	Iteration 98Q: 3 clusters Score -849136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -849136.250000 Penalty: 4393.327637
	Iteration 99Q: 3 clusters Score -849136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -849138.312500 Penalty: 4393.327637
	Iteration 100F: 3 clusters Score -849138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -849139.375000 Penalty: 4393.327637
	Iteration 101Q: 3 clusters Score -849139.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -849140.375000 Penalty: 4393.327637
	Iteration 102Q: 3 clusters Score -849140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -849143.187500 Penalty: 4393.327637
	Iteration 103Q: 3 clusters Score -849143.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -849147.250000 Penalty: 4393.327637
	Iteration 104Q: 3 clusters Score -849147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -849153.312500 Penalty: 4393.327637
	Iteration 105Q: 3 clusters Score -849153.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -849165.562500 Penalty: 4393.327637
	Iteration 106Q: 3 clusters Score -849165.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -849177.375000 Penalty: 4393.327637
	Iteration 107Q: 3 clusters Score -849177.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -849187.187500 Penalty: 4393.327637
	Iteration 108Q: 3 clusters Score -849187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -849195.500000 Penalty: 4393.327637
	Iteration 109Q: 3 clusters Score -849195.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -849205.312500 Penalty: 4393.327637
	Iteration 110Q: 3 clusters Score -849205.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -849221.250000 Penalty: 4393.327637
	Iteration 111Q: 3 clusters Score -849221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -849243.125000 Penalty: 4393.327637
	Iteration 112Q: 3 clusters Score -849243.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -849277.812500 Penalty: 4393.327637
	Iteration 113Q: 3 clusters Score -849277.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -849301.437500 Penalty: 4393.327637
	Iteration 114Q: 3 clusters Score -849301.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -849326.375000 Penalty: 4393.327637
	Iteration 115Q: 3 clusters Score -849326.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -849343.750000 Penalty: 4393.327637
	Iteration 116Q: 3 clusters Score -849343.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -849365.250000 Penalty: 4393.327637
	Iteration 117Q: 3 clusters Score -849365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -849379.187500 Penalty: 4393.327637
	Iteration 118Q: 3 clusters Score -849379.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -849402.375000 Penalty: 4393.327637
	Iteration 119Q: 3 clusters Score -849402.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -849428.125000 Penalty: 4393.327637
	Iteration 120F: 3 clusters Score -849428.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -849454.125000 Penalty: 4393.327637
	Iteration 121Q: 3 clusters Score -849454.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -849474.812500 Penalty: 4393.327637
	Iteration 122Q: 3 clusters Score -849474.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -849509.250000 Penalty: 4393.327637
	Iteration 123Q: 3 clusters Score -849509.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -849528.250000 Penalty: 4393.327637
	Iteration 124Q: 3 clusters Score -849528.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -849548.687500 Penalty: 4393.327637
	Iteration 125Q: 3 clusters Score -849548.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -849566.937500 Penalty: 4393.327637
	Iteration 126Q: 3 clusters Score -849566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -849574.937500 Penalty: 4393.327637
	Iteration 127Q: 3 clusters Score -849574.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -849585.125000 Penalty: 4393.327637
	Iteration 128Q: 3 clusters Score -849585.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -849597.625000 Penalty: 4393.327637
	Iteration 129Q: 3 clusters Score -849597.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -849604.625000 Penalty: 4393.327637
	Iteration 130Q: 3 clusters Score -849604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -849610.250000 Penalty: 4393.327637
	Iteration 131Q: 3 clusters Score -849610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -849615.062500 Penalty: 4393.327637
	Iteration 132Q: 3 clusters Score -849615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -849618.562500 Penalty: 4393.327637
	Iteration 133Q: 3 clusters Score -849618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -849622.125000 Penalty: 4393.327637
	Iteration 134Q: 3 clusters Score -849622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -849625.812500 Penalty: 4393.327637
	Iteration 135Q: 3 clusters Score -849625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -849630.187500 Penalty: 4393.327637
	Iteration 136Q: 3 clusters Score -849630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -849631.937500 Penalty: 4393.327637
	Iteration 137Q: 3 clusters Score -849631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -849631.562500 Penalty: 4393.327637
	Iteration 138Q: 3 clusters Score -849631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -849634.125000 Penalty: 4393.327637
	Iteration 139Q: 3 clusters Score -849634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -849632.625000 Penalty: 4393.327637
	Iteration 140F: 3 clusters Score -849632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -849633.937500 Penalty: 4393.327637
	Iteration 141Q: 3 clusters Score -849633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -849634.250000 Penalty: 4393.327637
	Iteration 142Q: 3 clusters Score -849634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -849634.937500 Penalty: 4393.327637
	Iteration 143Q: 3 clusters Score -849634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -849634.937500 Penalty: 4393.327637
	Iteration 144F: 3 clusters Score -849634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (240848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240848 members 
Entering Unmasked Estep 
Score: -30233056.000000 Penalty: 3073.196533
	Iteration 0F: 2 clusters Score -3.023306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120710 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -30089654.000000 Penalty: 6146.393066
	Iteration 0F: 3 clusters Score -3.008965e+07 nChanged 116161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125995 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -30158334.000000 Penalty: 6146.393066
	Iteration 1F: 3 clusters Score -3.015833e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -30159662.000000 Penalty: 6146.393066
	Iteration 2Q: 3 clusters Score -3.015966e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -30161582.000000 Penalty: 6146.393066
	Iteration 3Q: 3 clusters Score -3.016158e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -30164978.000000 Penalty: 6146.393066
	Iteration 4Q: 3 clusters Score -3.016498e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155709 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -30171530.000000 Penalty: 6146.393066
	Iteration 5F: 3 clusters Score -3.017153e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -30182570.000000 Penalty: 6146.393066
	Iteration 6F: 3 clusters Score -3.018257e+07 nChanged 21872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195094 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -30198276.000000 Penalty: 6146.393066
	Iteration 7F: 3 clusters Score -3.019828e+07 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215855 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -30213570.000000 Penalty: 6146.393066
	Iteration 8F: 3 clusters Score -3.021357e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229769 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -30222816.000000 Penalty: 6146.393066
	Iteration 9F: 3 clusters Score -3.022282e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236493 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -30227146.000000 Penalty: 6146.393066
	Iteration 10Q: 3 clusters Score -3.022715e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239107 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -30229072.000000 Penalty: 6146.393066
	Iteration 11Q: 3 clusters Score -3.022907e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -30229790.000000 Penalty: 6146.393066
	Iteration 12Q: 3 clusters Score -3.022979e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240232 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -30230142.000000 Penalty: 6146.393066
	Iteration 13Q: 3 clusters Score -3.023014e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240338 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30230184.000000 Penalty: 6146.393066
	Iteration 14Q: 3 clusters Score -3.023018e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30230264.000000 Penalty: 6146.393066
	Iteration 15Q: 3 clusters Score -3.023026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30230326.000000 Penalty: 6146.393066
	Iteration 16Q: 3 clusters Score -3.023033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30230346.000000 Penalty: 6146.393066
	Iteration 17Q: 3 clusters Score -3.023035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -30230358.000000 Penalty: 6146.393066
	Iteration 18Q: 3 clusters Score -3.023036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30230374.000000 Penalty: 6146.393066
	Iteration 19Q: 3 clusters Score -3.023037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30230378.000000 Penalty: 6146.393066
	Iteration 20F: 3 clusters Score -3.023038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30230400.000000 Penalty: 6146.393066
	Iteration 21Q: 3 clusters Score -3.02304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30230418.000000 Penalty: 6146.393066
	Iteration 22Q: 3 clusters Score -3.023042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30230448.000000 Penalty: 6146.393066
	Iteration 23Q: 3 clusters Score -3.023045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30230462.000000 Penalty: 6146.393066
	Iteration 24Q: 3 clusters Score -3.023046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30230448.000000 Penalty: 6146.393066
	Iteration 25Q: 3 clusters Score -3.023045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240483 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30230476.000000 Penalty: 6146.393066
	Iteration 26Q: 3 clusters Score -3.023048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30230474.000000 Penalty: 6146.393066
	Iteration 27Q: 3 clusters Score -3.023047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30230484.000000 Penalty: 6146.393066
	Iteration 28Q: 3 clusters Score -3.023048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30230480.000000 Penalty: 6146.393066
	Iteration 29Q: 3 clusters Score -3.023048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30230476.000000 Penalty: 6146.393066
	Iteration 30Q: 3 clusters Score -3.023048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240478 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30230506.000000 Penalty: 6146.393066
	Iteration 31Q: 3 clusters Score -3.023051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30230526.000000 Penalty: 6146.393066
	Iteration 32Q: 3 clusters Score -3.023053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240475 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30230518.000000 Penalty: 6146.393066
	Iteration 33Q: 3 clusters Score -3.023052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240471 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30230522.000000 Penalty: 6146.393066
	Iteration 34Q: 3 clusters Score -3.023052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240469 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30230522.000000 Penalty: 6146.393066
	Iteration 35Q: 3 clusters Score -3.023052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30230512.000000 Penalty: 6146.393066
	Iteration 36Q: 3 clusters Score -3.023051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30230524.000000 Penalty: 6146.393066
	Iteration 37Q: 3 clusters Score -3.023052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30230528.000000 Penalty: 6146.393066
	Iteration 38Q: 3 clusters Score -3.023053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240471 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30230530.000000 Penalty: 6146.393066
	Iteration 39Q: 3 clusters Score -3.023053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30230552.000000 Penalty: 6146.393066
	Iteration 40F: 3 clusters Score -3.023055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30230566.000000 Penalty: 6146.393066
	Iteration 41Q: 3 clusters Score -3.023057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30230574.000000 Penalty: 6146.393066
	Iteration 42Q: 3 clusters Score -3.023057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30230576.000000 Penalty: 6146.393066
	Iteration 43Q: 3 clusters Score -3.023058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30230576.000000 Penalty: 6146.393066
	Iteration 44F: 3 clusters Score -3.023058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -199184.046875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -199184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197118.750000 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -197118.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -197655.109375 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -197655.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -197937.859375 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -197937.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -198175.218750 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -198175.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198356.437500 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -198356.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -198527.859375 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -198527.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -198606.906250 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -198606.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -198691.390625 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -198691.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -198731.234375 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -198731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198744.796875 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -198744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -198777.359375 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -198777.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198796.000000 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -198796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198811.859375 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -198811.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198824.500000 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -198824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -198835.484375 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -198835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198849.203125 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -198849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198862.640625 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -198862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198864.078125 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -198864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198862.828125 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -198862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198866.984375 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -198867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198869.406250 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -198869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Entering Unmasked Estep 
Score: -1718955.000000 Penalty: 2364.382324
	Iteration 0F: 2 clusters Score -1718955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1708971.375000 Penalty: 4728.764648
	Iteration 0F: 3 clusters Score -1708971 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1712030.625000 Penalty: 4728.764648
	Iteration 1F: 3 clusters Score -1712031 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1712382.250000 Penalty: 4728.764648
	Iteration 2F: 3 clusters Score -1712382 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1712655.375000 Penalty: 4728.764648
	Iteration 3Q: 3 clusters Score -1712655 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1712906.375000 Penalty: 4728.764648
	Iteration 4Q: 3 clusters Score -1712906 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1713215.000000 Penalty: 4728.764648
	Iteration 5Q: 3 clusters Score -1713215 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1713607.875000 Penalty: 4728.764648
	Iteration 6Q: 3 clusters Score -1713608 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1714064.000000 Penalty: 4728.764648
	Iteration 7F: 3 clusters Score -1714064 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1714529.000000 Penalty: 4728.764648
	Iteration 8F: 3 clusters Score -1714529 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1714965.875000 Penalty: 4728.764648
	Iteration 9F: 3 clusters Score -1714966 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1715376.375000 Penalty: 4728.764648
	Iteration 10Q: 3 clusters Score -1715376 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1715695.750000 Penalty: 4728.764648
	Iteration 11Q: 3 clusters Score -1715696 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1715910.250000 Penalty: 4728.764648
	Iteration 12Q: 3 clusters Score -1715910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1716047.625000 Penalty: 4728.764648
	Iteration 13Q: 3 clusters Score -1716048 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1716151.125000 Penalty: 4728.764648
	Iteration 14Q: 3 clusters Score -1716151 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1716239.375000 Penalty: 4728.764648
	Iteration 15Q: 3 clusters Score -1716239 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1716316.125000 Penalty: 4728.764648
	Iteration 16Q: 3 clusters Score -1716316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1716387.625000 Penalty: 4728.764648
	Iteration 17Q: 3 clusters Score -1716388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1716465.500000 Penalty: 4728.764648
	Iteration 18Q: 3 clusters Score -1716466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1716558.750000 Penalty: 4728.764648
	Iteration 19Q: 3 clusters Score -1716559 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1716647.375000 Penalty: 4728.764648
	Iteration 20F: 3 clusters Score -1716647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1716743.625000 Penalty: 4728.764648
	Iteration 21Q: 3 clusters Score -1716744 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1716842.375000 Penalty: 4728.764648
	Iteration 22Q: 3 clusters Score -1716842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1716925.250000 Penalty: 4728.764648
	Iteration 23Q: 3 clusters Score -1716925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1717035.125000 Penalty: 4728.764648
	Iteration 24Q: 3 clusters Score -1717035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1717117.875000 Penalty: 4728.764648
	Iteration 25Q: 3 clusters Score -1717118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1717192.375000 Penalty: 4728.764648
	Iteration 26Q: 3 clusters Score -1717192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1717241.750000 Penalty: 4728.764648
	Iteration 27Q: 3 clusters Score -1717242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1717264.000000 Penalty: 4728.764648
	Iteration 28Q: 3 clusters Score -1717264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1717292.500000 Penalty: 4728.764648
	Iteration 29Q: 3 clusters Score -1717292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1717315.250000 Penalty: 4728.764648
	Iteration 30Q: 3 clusters Score -1717315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1717334.875000 Penalty: 4728.764648
	Iteration 31Q: 3 clusters Score -1717335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1717345.125000 Penalty: 4728.764648
	Iteration 32Q: 3 clusters Score -1717345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1717353.375000 Penalty: 4728.764648
	Iteration 33Q: 3 clusters Score -1717353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1717359.500000 Penalty: 4728.764648
	Iteration 34Q: 3 clusters Score -1717360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1717371.875000 Penalty: 4728.764648
	Iteration 35Q: 3 clusters Score -1717372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1717373.625000 Penalty: 4728.764648
	Iteration 36Q: 3 clusters Score -1717374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1717374.000000 Penalty: 4728.764648
	Iteration 37Q: 3 clusters Score -1717374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1717378.250000 Penalty: 4728.764648
	Iteration 38Q: 3 clusters Score -1717378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1717386.750000 Penalty: 4728.764648
	Iteration 39Q: 3 clusters Score -1717387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1717387.625000 Penalty: 4728.764648
	Iteration 40F: 3 clusters Score -1717388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1717391.625000 Penalty: 4728.764648
	Iteration 41Q: 3 clusters Score -1717392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1717393.250000 Penalty: 4728.764648
	Iteration 42Q: 3 clusters Score -1717393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1717392.500000 Penalty: 4728.764648
	Iteration 43Q: 3 clusters Score -1717392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1717392.750000 Penalty: 4728.764648
	Iteration 44Q: 3 clusters Score -1717393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1717395.000000 Penalty: 4728.764648
	Iteration 45Q: 3 clusters Score -1717395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1717394.500000 Penalty: 4728.764648
	Iteration 46Q: 3 clusters Score -1717394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1717396.500000 Penalty: 4728.764648
	Iteration 47Q: 3 clusters Score -1717396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1717397.125000 Penalty: 4728.764648
	Iteration 48Q: 3 clusters Score -1717397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1717395.750000 Penalty: 4728.764648
	Iteration 49Q: 3 clusters Score -1717396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1717397.250000 Penalty: 4728.764648
	Iteration 50Q: 3 clusters Score -1717397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1717394.750000 Penalty: 4728.764648
	Iteration 51Q: 3 clusters Score -1717395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1717394.750000 Penalty: 4728.764648
	Iteration 52F: 3 clusters Score -1717395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -275793.500000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -275793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -273052.812500 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -273052.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273601.281250 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -273601.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273750.093750 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -273750.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -273851.718750 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -273851.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -273929.125000 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -273929.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273996.968750 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -273997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274038.906250 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -274038.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -274086.500000 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -274086.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274139.625000 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -274139.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274191.375000 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -274191.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -274219.125000 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -274219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -274239.656250 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -274239.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274264.187500 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -274264.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274295.406250 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -274295.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -274315.000000 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -274315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -274329.125000 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -274329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -274341.625000 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -274341.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -274349.906250 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -274349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -274357.000000 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -274357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -274365.468750 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -274365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -274371.718750 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -274371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -274379.812500 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -274379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -274389.062500 Penalty: 3833.948730
	Iteration 22Q: 3 clusters Score -274389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -274395.562500 Penalty: 3833.948730
	Iteration 23Q: 3 clusters Score -274395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -274401.812500 Penalty: 3833.948730
	Iteration 24Q: 3 clusters Score -274401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -274405.875000 Penalty: 3833.948730
	Iteration 25Q: 3 clusters Score -274405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -274410.281250 Penalty: 3833.948730
	Iteration 26Q: 3 clusters Score -274410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -274414.125000 Penalty: 3833.948730
	Iteration 27Q: 3 clusters Score -274414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -274417.093750 Penalty: 3833.948730
	Iteration 28Q: 3 clusters Score -274417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -274421.437500 Penalty: 3833.948730
	Iteration 29Q: 3 clusters Score -274421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -274425.375000 Penalty: 3833.948730
	Iteration 30Q: 3 clusters Score -274425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274427.531250 Penalty: 3833.948730
	Iteration 31Q: 3 clusters Score -274427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274427.531250 Penalty: 3833.948730
	Iteration 32F: 3 clusters Score -274427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Entering Unmasked Estep 
Score: -3243387.750000 Penalty: 2526.098389
	Iteration 0F: 2 clusters Score -3243388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3225014.750000 Penalty: 5052.196777
	Iteration 0F: 3 clusters Score -3225015 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3231700.750000 Penalty: 5052.196777
	Iteration 1F: 3 clusters Score -3231701 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3232462.250000 Penalty: 5052.196777
	Iteration 2F: 3 clusters Score -3232462 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3233519.250000 Penalty: 5052.196777
	Iteration 3F: 3 clusters Score -3233519 nChanged 1800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3234934.500000 Penalty: 5052.196777
	Iteration 4F: 3 clusters Score -3234934 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3236371.250000 Penalty: 5052.196777
	Iteration 5F: 3 clusters Score -3236371 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3237725.750000 Penalty: 5052.196777
	Iteration 6F: 3 clusters Score -3237726 nChanged 1613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3238817.500000 Penalty: 5052.196777
	Iteration 7F: 3 clusters Score -3238818 nChanged 1251
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Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3239588.500000 Penalty: 5052.196777
	Iteration 8Q: 3 clusters Score -3239588 nChanged 907
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3240095 nChanged 683
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3240436 nChanged 552
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Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3240698 nChanged 456
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Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3240893 nChanged 405
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3241057.500000 Penalty: 5052.196777
	Iteration 13Q: 3 clusters Score -3241058 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3241210 nChanged 314
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Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3241329.750000 Penalty: 5052.196777
	Iteration 15Q: 3 clusters Score -3241330 nChanged 259
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3241426 nChanged 248
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Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3241528.500000 Penalty: 5052.196777
	Iteration 17Q: 3 clusters Score -3241528 nChanged 224
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3241598 nChanged 230
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Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3241684 nChanged 235
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3241768 nChanged 187
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Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3241814.000000 Penalty: 5052.196777
	Iteration 21Q: 3 clusters Score -3241814 nChanged 168
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3241853 nChanged 153
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Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3241884 nChanged 136
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3241914 nChanged 111
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Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3241944 nChanged 109
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Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3241965.500000 Penalty: 5052.196777
	Iteration 26Q: 3 clusters Score -3241966 nChanged 97
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3241992.500000 Penalty: 5052.196777
	Iteration 27Q: 3 clusters Score -3241992 nChanged 86
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3242003 nChanged 79
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3242035 nChanged 83
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3242047 nChanged 71
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Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3242058 nChanged 69
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3242070 nChanged 68
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Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3242086 nChanged 70
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 21489 members 
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	Iteration 34Q: 3 clusters Score -3242100 nChanged 60
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Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3242108 nChanged 62
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3242127 nChanged 64
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Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3242134 nChanged 63
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 21732 members 
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	Iteration 38Q: 3 clusters Score -3242149 nChanged 50
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 21778 members 
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	Iteration 39Q: 3 clusters Score -3242161 nChanged 53
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Mstep: Class 1 contains 4705 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3242165 nChanged 67
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Mstep: Class 1 contains 4638 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3242184 nChanged 71
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Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3242204 nChanged 59
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Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3242219 nChanged 56
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Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 22070 members 
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	Iteration 44Q: 3 clusters Score -3242237 nChanged 45
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 22111 members 
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	Iteration 45Q: 3 clusters Score -3242238 nChanged 36
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3242248 nChanged 40
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Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3242262 nChanged 45
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3242270 nChanged 42
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3242272 nChanged 42
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Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3242278 nChanged 47
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Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 22337 members 
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	Iteration 51Q: 3 clusters Score -3242290 nChanged 48
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Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3242302.500000 Penalty: 5052.196777
	Iteration 52Q: 3 clusters Score -3242302 nChanged 60
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Mstep: Class 1 contains 4093 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3242327 nChanged 51
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Mstep: Class 1 contains 4050 members 
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	Iteration 54Q: 3 clusters Score -3242336 nChanged 50
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Mstep: Class 1 contains 4008 members 
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	Iteration 55Q: 3 clusters Score -3242343 nChanged 60
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Mstep: Class 1 contains 3958 members 
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	Iteration 56Q: 3 clusters Score -3242365 nChanged 63
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Mstep: Class 1 contains 3899 members 
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	Iteration 57Q: 3 clusters Score -3242389 nChanged 71
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Mstep: Class 1 contains 3834 members 
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	Iteration 58Q: 3 clusters Score -3242405 nChanged 65
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Mstep: Class 1 contains 3781 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3242416 nChanged 63
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Mstep: Class 1 contains 3734 members 
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	Iteration 60F: 3 clusters Score -3242437 nChanged 62
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Mstep: Class 1 contains 3684 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3242456 nChanged 50
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	Iteration 62Q: 3 clusters Score -3242452 nChanged 41
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Mstep: Class 1 contains 3621 members 
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	Iteration 63Q: 3 clusters Score -3242464 nChanged 33
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Mstep: Class 1 contains 3592 members 
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	Iteration 64Q: 3 clusters Score -3242470 nChanged 26
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Mstep: Class 1 contains 3574 members 
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	Iteration 65Q: 3 clusters Score -3242472 nChanged 26
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	Iteration 66Q: 3 clusters Score -3242468 nChanged 30
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Mstep: Class 1 contains 3530 members 
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	Iteration 67Q: 3 clusters Score -3242475 nChanged 25
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Mstep: Class 1 contains 3507 members 
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	Iteration 68Q: 3 clusters Score -3242476 nChanged 17
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Mstep: Class 1 contains 3494 members 
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	Iteration 69Q: 3 clusters Score -3242485 nChanged 13
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	Iteration 70Q: 3 clusters Score -3242478 nChanged 8
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	Iteration 71Q: 3 clusters Score -3242480 nChanged 8
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	Iteration 72Q: 3 clusters Score -3242493 nChanged 8
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	Iteration 73Q: 3 clusters Score -3242497 nChanged 12
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	Iteration 74Q: 3 clusters Score -3242496 nChanged 6
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	Iteration 75Q: 3 clusters Score -3242498 nChanged 5
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	Iteration 76Q: 3 clusters Score -3242498 nChanged 8
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	Iteration 77Q: 3 clusters Score -3242496 nChanged 7
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Mstep: Class 1 contains 3425 members 
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	Iteration 78Q: 3 clusters Score -3242492 nChanged 6
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	Iteration 79Q: 3 clusters Score -3242494 nChanged 6
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	Iteration 80F: 3 clusters Score -3242498 nChanged 3
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	Iteration 81Q: 3 clusters Score -3242493 nChanged 1
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	Iteration 82Q: 3 clusters Score -3242496 nChanged 1
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	Iteration 83Q: 3 clusters Score -3242496 nChanged 3
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	Iteration 84Q: 3 clusters Score -3242499 nChanged 3
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	Iteration 85Q: 3 clusters Score -3242497 nChanged 3
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	Iteration 86Q: 3 clusters Score -3242499 nChanged 1
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	Iteration 87Q: 3 clusters Score -3242495 nChanged 5
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	Iteration 88Q: 3 clusters Score -3242498 nChanged 6
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	Iteration 89Q: 3 clusters Score -3242494 nChanged 5
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	Iteration 90Q: 3 clusters Score -3242496 nChanged 6
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	Iteration 91Q: 3 clusters Score -3242496 nChanged 5
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	Iteration 92Q: 3 clusters Score -3242497 nChanged 5
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	Iteration 93Q: 3 clusters Score -3242498 nChanged 7
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	Iteration 94Q: 3 clusters Score -3242499 nChanged 3
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	Iteration 95Q: 3 clusters Score -3242506 nChanged 1
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	Iteration 96Q: 3 clusters Score -3242505 nChanged 4
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	Iteration 97Q: 3 clusters Score -3242507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3242507.000000 Penalty: 5052.196777
	Iteration 98Q: 3 clusters Score -3242507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3242509.250000 Penalty: 5052.196777
	Iteration 99Q: 3 clusters Score -3242509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3242507.000000 Penalty: 5052.196777
	Iteration 100F: 3 clusters Score -3242507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3242508.250000 Penalty: 5052.196777
	Iteration 101Q: 3 clusters Score -3242508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3242507.500000 Penalty: 5052.196777
	Iteration 102Q: 3 clusters Score -3242508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3242502.750000 Penalty: 5052.196777
	Iteration 103Q: 3 clusters Score -3242503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3242502.000000 Penalty: 5052.196777
	Iteration 104Q: 3 clusters Score -3242502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3242500.000000 Penalty: 5052.196777
	Iteration 105Q: 3 clusters Score -3242500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3242499.500000 Penalty: 5052.196777
	Iteration 106Q: 3 clusters Score -3242500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3242501.000000 Penalty: 5052.196777
	Iteration 107Q: 3 clusters Score -3242501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3242501.000000 Penalty: 5052.196777
	Iteration 108F: 3 clusters Score -3242501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -269967.187500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -269967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -267214.687500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -267214.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -267722.093750 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -267722.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267842.718750 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -267842.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -267911.156250 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -267911.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267954.031250 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -267954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267977.093750 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -267977.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -267991.906250 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -267991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268005.562500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -268005.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -268017.156250 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -268017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -268024.093750 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -268024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -268030.750000 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -268030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268042.875000 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -268042.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268055.125000 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -268055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -268068.906250 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -268068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -268079.937500 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -268079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -268088.531250 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -268088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -268092.750000 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -268092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -268096.593750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -268096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -268099.781250 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -268099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -268103.656250 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -268103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -268106.187500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -268106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -268110.062500 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -268110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268112.093750 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -268112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -268113.968750 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -268114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -268115.187500 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -268115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -268116.281250 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -268116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -268120.531250 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -268120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -268126.375000 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -268126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -268133.812500 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -268133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -268142.218750 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -268142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -268150.406250 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -268150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -268158.656250 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -268158.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -268163.875000 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -268163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268168.937500 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -268168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -268173.250000 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -268173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -268178.937500 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -268178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -268181.687500 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -268181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -268185.250000 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -268185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -268186.250000 Penalty: 3820.467773
	Iteration 38Q: 3 clusters Score -268186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268186.781250 Penalty: 3820.467773
	Iteration 39Q: 3 clusters Score -268186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -268189.062500 Penalty: 3820.467773
	Iteration 40F: 3 clusters Score -268189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -268191.593750 Penalty: 3820.467773
	Iteration 41Q: 3 clusters Score -268191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -268193.562500 Penalty: 3820.467773
	Iteration 42Q: 3 clusters Score -268193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -268196.500000 Penalty: 3820.467773
	Iteration 43Q: 3 clusters Score -268196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -268202.187500 Penalty: 3820.467773
	Iteration 44Q: 3 clusters Score -268202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -268209.031250 Penalty: 3820.467773
	Iteration 45Q: 3 clusters Score -268209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -268218.718750 Penalty: 3820.467773
	Iteration 46Q: 3 clusters Score -268218.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -268227.437500 Penalty: 3820.467773
	Iteration 47Q: 3 clusters Score -268227.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -268235.468750 Penalty: 3820.467773
	Iteration 48Q: 3 clusters Score -268235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -268242.781250 Penalty: 3820.467773
	Iteration 49Q: 3 clusters Score -268242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -268249.375000 Penalty: 3820.467773
	Iteration 50Q: 3 clusters Score -268249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268257.593750 Penalty: 3820.467773
	Iteration 51Q: 3 clusters Score -268257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -268260.343750 Penalty: 3820.467773
	Iteration 52Q: 3 clusters Score -268260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -268264.031250 Penalty: 3820.467773
	Iteration 53Q: 3 clusters Score -268264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -268265.750000 Penalty: 3820.467773
	Iteration 54Q: 3 clusters Score -268265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268266.906250 Penalty: 3820.467773
	Iteration 55Q: 3 clusters Score -268266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268268.687500 Penalty: 3820.467773
	Iteration 56Q: 3 clusters Score -268268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -268272.843750 Penalty: 3820.467773
	Iteration 57Q: 3 clusters Score -268272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -268275.718750 Penalty: 3820.467773
	Iteration 58Q: 3 clusters Score -268275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -268278.968750 Penalty: 3820.467773
	Iteration 59Q: 3 clusters Score -268279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -268282.093750 Penalty: 3820.467773
	Iteration 60F: 3 clusters Score -268282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -268283.468750 Penalty: 3820.467773
	Iteration 61Q: 3 clusters Score -268283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -268284.375000 Penalty: 3820.467773
	Iteration 62Q: 3 clusters Score -268284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -268285.875000 Penalty: 3820.467773
	Iteration 63Q: 3 clusters Score -268285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -268287.625000 Penalty: 3820.467773
	Iteration 64Q: 3 clusters Score -268287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -268288.468750 Penalty: 3820.467773
	Iteration 65Q: 3 clusters Score -268288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -268288.656250 Penalty: 3820.467773
	Iteration 66Q: 3 clusters Score -268288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -268290.093750 Penalty: 3820.467773
	Iteration 67Q: 3 clusters Score -268290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -268291.500000 Penalty: 3820.467773
	Iteration 68Q: 3 clusters Score -268291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -268292.187500 Penalty: 3820.467773
	Iteration 69Q: 3 clusters Score -268292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -268292.187500 Penalty: 3820.467773
	Iteration 70F: 3 clusters Score -268292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -433517.750000 Penalty: 2036.649780
	Iteration 0F: 2 clusters Score -433517.8 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 1829 members 
Entering Unmasked Estep 
Score: -429824.531250 Penalty: 4073.299561
	Iteration 0F: 3 clusters Score -429824.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -430615.593750 Penalty: 4073.299561
	Iteration 1F: 3 clusters Score -430615.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -430787.093750 Penalty: 4073.299561
	Iteration 2F: 3 clusters Score -430787.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -430887.187500 Penalty: 4073.299561
	Iteration 3Q: 3 clusters Score -430887.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -430961.531250 Penalty: 4073.299561
	Iteration 4Q: 3 clusters Score -430961.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -431029.625000 Penalty: 4073.299561
	Iteration 5Q: 3 clusters Score -431029.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -431090.781250 Penalty: 4073.299561
	Iteration 6Q: 3 clusters Score -431090.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -431146.906250 Penalty: 4073.299561
	Iteration 7Q: 3 clusters Score -431146.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431198.687500 Penalty: 4073.299561
	Iteration 8Q: 3 clusters Score -431198.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -431242.781250 Penalty: 4073.299561
	Iteration 9Q: 3 clusters Score -431242.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -431279.625000 Penalty: 4073.299561
	Iteration 10Q: 3 clusters Score -431279.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -431310.593750 Penalty: 4073.299561
	Iteration 11Q: 3 clusters Score -431310.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -431339.000000 Penalty: 4073.299561
	Iteration 12Q: 3 clusters Score -431339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -431368.281250 Penalty: 4073.299561
	Iteration 13Q: 3 clusters Score -431368.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -431397.687500 Penalty: 4073.299561
	Iteration 14Q: 3 clusters Score -431397.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -431429.656250 Penalty: 4073.299561
	Iteration 15Q: 3 clusters Score -431429.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -431464.312500 Penalty: 4073.299561
	Iteration 16Q: 3 clusters Score -431464.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -431494.500000 Penalty: 4073.299561
	Iteration 17Q: 3 clusters Score -431494.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -431528.218750 Penalty: 4073.299561
	Iteration 18Q: 3 clusters Score -431528.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -431562.750000 Penalty: 4073.299561
	Iteration 19Q: 3 clusters Score -431562.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -431597.687500 Penalty: 4073.299561
	Iteration 20F: 3 clusters Score -431597.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -431643.312500 Penalty: 4073.299561
	Iteration 21Q: 3 clusters Score -431643.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -431705.187500 Penalty: 4073.299561
	Iteration 22Q: 3 clusters Score -431705.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -431752.656250 Penalty: 4073.299561
	Iteration 23Q: 3 clusters Score -431752.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -431788.750000 Penalty: 4073.299561
	Iteration 24Q: 3 clusters Score -431788.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -431822.156250 Penalty: 4073.299561
	Iteration 25Q: 3 clusters Score -431822.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -431852.000000 Penalty: 4073.299561
	Iteration 26Q: 3 clusters Score -431852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -431872.000000 Penalty: 4073.299561
	Iteration 27Q: 3 clusters Score -431872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -431888.031250 Penalty: 4073.299561
	Iteration 28Q: 3 clusters Score -431888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -431911.062500 Penalty: 4073.299561
	Iteration 29Q: 3 clusters Score -431911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -431932.500000 Penalty: 4073.299561
	Iteration 30Q: 3 clusters Score -431932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -431953.781250 Penalty: 4073.299561
	Iteration 31Q: 3 clusters Score -431953.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -431981.375000 Penalty: 4073.299561
	Iteration 32Q: 3 clusters Score -431981.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -431997.125000 Penalty: 4073.299561
	Iteration 33Q: 3 clusters Score -431997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -432014.593750 Penalty: 4073.299561
	Iteration 34Q: 3 clusters Score -432014.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -432034.000000 Penalty: 4073.299561
	Iteration 35Q: 3 clusters Score -432034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -432053.093750 Penalty: 4073.299561
	Iteration 36Q: 3 clusters Score -432053.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -432071.406250 Penalty: 4073.299561
	Iteration 37Q: 3 clusters Score -432071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -432077.750000 Penalty: 4073.299561
	Iteration 38Q: 3 clusters Score -432077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -432083.718750 Penalty: 4073.299561
	Iteration 39Q: 3 clusters Score -432083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -432089.875000 Penalty: 4073.299561
	Iteration 40F: 3 clusters Score -432089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -432095.906250 Penalty: 4073.299561
	Iteration 41Q: 3 clusters Score -432095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -432104.531250 Penalty: 4073.299561
	Iteration 42Q: 3 clusters Score -432104.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -432114.062500 Penalty: 4073.299561
	Iteration 43Q: 3 clusters Score -432114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -432119.093750 Penalty: 4073.299561
	Iteration 44Q: 3 clusters Score -432119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -432124.250000 Penalty: 4073.299561
	Iteration 45Q: 3 clusters Score -432124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -432129.531250 Penalty: 4073.299561
	Iteration 46Q: 3 clusters Score -432129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -432136.531250 Penalty: 4073.299561
	Iteration 47Q: 3 clusters Score -432136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -432140.468750 Penalty: 4073.299561
	Iteration 48Q: 3 clusters Score -432140.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -432144.312500 Penalty: 4073.299561
	Iteration 49Q: 3 clusters Score -432144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -432148.156250 Penalty: 4073.299561
	Iteration 50Q: 3 clusters Score -432148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -432152.812500 Penalty: 4073.299561
	Iteration 51Q: 3 clusters Score -432152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -432153.875000 Penalty: 4073.299561
	Iteration 52Q: 3 clusters Score -432153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -432153.875000 Penalty: 4073.299561
	Iteration 53F: 3 clusters Score -432153.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -874894.312500 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -874894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -869061.625000 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -869061.6 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -870610.187500 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -870610.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -870930.500000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -870930.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -871146.562500 Penalty: 4395.229492
	Iteration 3F: 3 clusters Score -871146.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -871325.125000 Penalty: 4395.229492
	Iteration 4Q: 3 clusters Score -871325.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -871500.000000 Penalty: 4395.229492
	Iteration 5Q: 3 clusters Score -871500 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -871709.125000 Penalty: 4395.229492
	Iteration 6Q: 3 clusters Score -871709.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -871959.187500 Penalty: 4395.229492
	Iteration 7Q: 3 clusters Score -871959.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -872240.562500 Penalty: 4395.229492
	Iteration 8Q: 3 clusters Score -872240.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -872523.812500 Penalty: 4395.229492
	Iteration 9Q: 3 clusters Score -872523.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -872815.750000 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -872815.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -873074.062500 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -873074.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -873242.125000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -873242.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -873321.125000 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -873321.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -873373.625000 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -873373.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -873406.875000 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -873406.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -873437.062500 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -873437.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -873452.812500 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -873452.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -873469.062500 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -873469.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -873483.625000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -873483.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -873495.125000 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -873495.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -873502.500000 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -873502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -873507.937500 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -873507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -873511.125000 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -873511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -873514.625000 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -873514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -873519.187500 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -873519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -873521.687500 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -873521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -873524.062500 Penalty: 4395.229492
	Iteration 27Q: 3 clusters Score -873524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -873526.937500 Penalty: 4395.229492
	Iteration 28Q: 3 clusters Score -873526.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -873531.125000 Penalty: 4395.229492
	Iteration 29Q: 3 clusters Score -873531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -873530.750000 Penalty: 4395.229492
	Iteration 30Q: 3 clusters Score -873530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -873534.687500 Penalty: 4395.229492
	Iteration 31Q: 3 clusters Score -873534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -873537.000000 Penalty: 4395.229492
	Iteration 32Q: 3 clusters Score -873537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -873538.875000 Penalty: 4395.229492
	Iteration 33Q: 3 clusters Score -873538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -873542.312500 Penalty: 4395.229492
	Iteration 34Q: 3 clusters Score -873542.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -873546.062500 Penalty: 4395.229492
	Iteration 35Q: 3 clusters Score -873546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -873549.500000 Penalty: 4395.229492
	Iteration 36Q: 3 clusters Score -873549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -873550.062500 Penalty: 4395.229492
	Iteration 37Q: 3 clusters Score -873550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -873550.812500 Penalty: 4395.229492
	Iteration 38Q: 3 clusters Score -873550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -873550.750000 Penalty: 4395.229492
	Iteration 39Q: 3 clusters Score -873550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -873550.750000 Penalty: 4395.229492
	Iteration 40F: 3 clusters Score -873550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Entering Unmasked Estep 
Score: -8377694.500000 Penalty: 2756.696289
	Iteration 0F: 2 clusters Score -8377694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -8332616.000000 Penalty: 5513.392578
	Iteration 0F: 3 clusters Score -8332616 nChanged 31373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -8350592.000000 Penalty: 5513.392578
	Iteration 1F: 3 clusters Score -8350592 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8351267.000000 Penalty: 5513.392578
	Iteration 2Q: 3 clusters Score -8351267 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8352098.500000 Penalty: 5513.392578
	Iteration 3Q: 3 clusters Score -8352098 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -8353075.500000 Penalty: 5513.392578
	Iteration 4Q: 3 clusters Score -8353076 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8354324.000000 Penalty: 5513.392578
	Iteration 5Q: 3 clusters Score -8354324 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -8355920.500000 Penalty: 5513.392578
	Iteration 6F: 3 clusters Score -8355920 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -8357797.000000 Penalty: 5513.392578
	Iteration 7F: 3 clusters Score -8357797 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -8359872.500000 Penalty: 5513.392578
	Iteration 8F: 3 clusters Score -8359872 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -8362000.500000 Penalty: 5513.392578
	Iteration 9F: 3 clusters Score -8362000 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8364282.500000 Penalty: 5513.392578
	Iteration 10F: 3 clusters Score -8364282 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -8366597.000000 Penalty: 5513.392578
	Iteration 11F: 3 clusters Score -8366597 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -8369016.000000 Penalty: 5513.392578
	Iteration 12Q: 3 clusters Score -8369016 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8371266.000000 Penalty: 5513.392578
	Iteration 13Q: 3 clusters Score -8371266 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8373047.000000 Penalty: 5513.392578
	Iteration 14Q: 3 clusters Score -8373047 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8374109.000000 Penalty: 5513.392578
	Iteration 15Q: 3 clusters Score -8374109 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8374727.500000 Penalty: 5513.392578
	Iteration 16Q: 3 clusters Score -8374728 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8375035.500000 Penalty: 5513.392578
	Iteration 17Q: 3 clusters Score -8375036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8375193.500000 Penalty: 5513.392578
	Iteration 18Q: 3 clusters Score -8375194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8375299.000000 Penalty: 5513.392578
	Iteration 19Q: 3 clusters Score -8375299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8375337.000000 Penalty: 5513.392578
	Iteration 20F: 3 clusters Score -8375337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8375368.000000 Penalty: 5513.392578
	Iteration 21Q: 3 clusters Score -8375368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8375396.500000 Penalty: 5513.392578
	Iteration 22Q: 3 clusters Score -8375396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8375417.500000 Penalty: 5513.392578
	Iteration 23Q: 3 clusters Score -8375418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8375425.000000 Penalty: 5513.392578
	Iteration 24Q: 3 clusters Score -8375425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8375427.000000 Penalty: 5513.392578
	Iteration 25Q: 3 clusters Score -8375427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8375441.500000 Penalty: 5513.392578
	Iteration 26Q: 3 clusters Score -8375442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8375444.500000 Penalty: 5513.392578
	Iteration 27Q: 3 clusters Score -8375444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8375453.500000 Penalty: 5513.392578
	Iteration 28Q: 3 clusters Score -8375454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8375450.500000 Penalty: 5513.392578
	Iteration 29Q: 3 clusters Score -8375450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8375460.000000 Penalty: 5513.392578
	Iteration 30Q: 3 clusters Score -8375460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8375458.500000 Penalty: 5513.392578
	Iteration 31Q: 3 clusters Score -8375458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8375454.500000 Penalty: 5513.392578
	Iteration 32Q: 3 clusters Score -8375454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8375451.500000 Penalty: 5513.392578
	Iteration 33Q: 3 clusters Score -8375452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8375451.500000 Penalty: 5513.392578
	Iteration 34Q: 3 clusters Score -8375452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8375450.500000 Penalty: 5513.392578
	Iteration 35Q: 3 clusters Score -8375450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8375447.500000 Penalty: 5513.392578
	Iteration 36Q: 3 clusters Score -8375448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8375447.000000 Penalty: 5513.392578
	Iteration 37Q: 3 clusters Score -8375447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8375447.000000 Penalty: 5513.392578
	Iteration 38F: 3 clusters Score -8375447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1767753.750000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1767754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1757405.875000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1757406 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1760795.625000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1760796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1761270.250000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1761270 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1761641.625000 Penalty: 4745.249512
	Iteration 3F: 3 clusters Score -1761642 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1761973.000000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -1761973 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1762334.625000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -1762335 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1762714.500000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -1762714 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1763105.125000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -1763105 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1763509.625000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1763510 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1763979.000000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1763979 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1764468.125000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1764468 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1764946.000000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1764946 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1765367.375000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1765367 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1765706.125000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1765706 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1765897.375000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1765897 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1766010.375000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1766010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1766088.125000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1766088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1766139.125000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1766139 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1766174.750000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1766175 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1766212.625000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1766213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1766235.125000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1766235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1766259.125000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1766259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1766280.750000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1766281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1766295.750000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1766296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1766306.500000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1766306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1766317.125000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1766317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1766323.125000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1766323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1766336.375000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1766336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1766349.625000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1766350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1766358.875000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1766359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1766363.750000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -1766364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1766376.375000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -1766376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1766382.625000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -1766383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1766385.125000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -1766385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1766392.375000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -1766392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1766390.500000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -1766390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1766392.875000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -1766393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1766396.500000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -1766396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1766397.375000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -1766397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1766399.625000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -1766400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1766401.000000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -1766401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1766400.875000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -1766401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1766400.625000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -1766401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1766399.625000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -1766400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1766400.625000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -1766401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1766403.500000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -1766404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1766406.625000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -1766407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1766409.000000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -1766409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1766411.750000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -1766412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1766413.000000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -1766413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1766414.250000 Penalty: 4745.249512
	Iteration 50Q: 3 clusters Score -1766414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1766414.375000 Penalty: 4745.249512
	Iteration 51Q: 3 clusters Score -1766414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1766415.000000 Penalty: 4745.249512
	Iteration 52Q: 3 clusters Score -1766415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1766414.625000 Penalty: 4745.249512
	Iteration 53Q: 3 clusters Score -1766415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1766416.875000 Penalty: 4745.249512
	Iteration 54Q: 3 clusters Score -1766417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1766417.625000 Penalty: 4745.249512
	Iteration 55Q: 3 clusters Score -1766418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1766417.375000 Penalty: 4745.249512
	Iteration 56Q: 3 clusters Score -1766417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1766419.250000 Penalty: 4745.249512
	Iteration 57Q: 3 clusters Score -1766419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1766419.500000 Penalty: 4745.249512
	Iteration 58Q: 3 clusters Score -1766420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1766418.875000 Penalty: 4745.249512
	Iteration 59Q: 3 clusters Score -1766419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1766417.875000 Penalty: 4745.249512
	Iteration 60F: 3 clusters Score -1766418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1766419.625000 Penalty: 4745.249512
	Iteration 61Q: 3 clusters Score -1766420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1766418.750000 Penalty: 4745.249512
	Iteration 62Q: 3 clusters Score -1766419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1766419.750000 Penalty: 4745.249512
	Iteration 63Q: 3 clusters Score -1766420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1766419.750000 Penalty: 4745.249512
	Iteration 64F: 3 clusters Score -1766420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -575994.937500 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -575994.9 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 2751 members 
Entering Unmasked Estep 
Score: -571210.375000 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -571210.4 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -572782.562500 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -572782.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -573703.437500 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -573703.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -574484.312500 Penalty: 4268.635254
	Iteration 3F: 3 clusters Score -574484.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -574864.187500 Penalty: 4268.635254
	Iteration 4F: 3 clusters Score -574864.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -575072.000000 Penalty: 4268.635254
	Iteration 5Q: 3 clusters Score -575072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -575195.062500 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -575195.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -575293.062500 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -575293.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -575387.250000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -575387.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -575454.312500 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -575454.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -575498.062500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -575498.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -575529.000000 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -575529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -575566.375000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -575566.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -575597.312500 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -575597.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -575617.875000 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -575617.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -575631.750000 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -575631.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -575641.562500 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -575641.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -575649.375000 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -575649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -575655.000000 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -575655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -575657.625000 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -575657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -575661.000000 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -575661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -575662.812500 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -575662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -575667.187500 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -575667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -575670.187500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -575670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -575672.000000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -575672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -575673.250000 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -575673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -575673.000000 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -575673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -575673.250000 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -575673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -575673.250000 Penalty: 4268.635254
	Iteration 28F: 3 clusters Score -575673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Entering Unmasked Estep 
Score: -2765989.750000 Penalty: 2484.513428
	Iteration 0F: 2 clusters Score -2765990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2750357.500000 Penalty: 4969.026855
	Iteration 0F: 3 clusters Score -2750358 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2755852.750000 Penalty: 4969.026855
	Iteration 1F: 3 clusters Score -2755853 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2756288.250000 Penalty: 4969.026855
	Iteration 2F: 3 clusters Score -2756288 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2756769.250000 Penalty: 4969.026855
	Iteration 3Q: 3 clusters Score -2756769 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2757312.000000 Penalty: 4969.026855
	Iteration 4Q: 3 clusters Score -2757312 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2757838.000000 Penalty: 4969.026855
	Iteration 5Q: 3 clusters Score -2757838 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2758430.250000 Penalty: 4969.026855
	Iteration 6Q: 3 clusters Score -2758430 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2759103.250000 Penalty: 4969.026855
	Iteration 7Q: 3 clusters Score -2759103 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2759896.750000 Penalty: 4969.026855
	Iteration 8Q: 3 clusters Score -2759897 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2760731.500000 Penalty: 4969.026855
	Iteration 9Q: 3 clusters Score -2760732 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2761434.000000 Penalty: 4969.026855
	Iteration 10Q: 3 clusters Score -2761434 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2762081.000000 Penalty: 4969.026855
	Iteration 11Q: 3 clusters Score -2762081 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2762610.750000 Penalty: 4969.026855
	Iteration 12Q: 3 clusters Score -2762611 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2762972.250000 Penalty: 4969.026855
	Iteration 13Q: 3 clusters Score -2762972 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2763246.250000 Penalty: 4969.026855
	Iteration 14Q: 3 clusters Score -2763246 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2763447.500000 Penalty: 4969.026855
	Iteration 15Q: 3 clusters Score -2763448 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2763584.750000 Penalty: 4969.026855
	Iteration 16Q: 3 clusters Score -2763585 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2763730.250000 Penalty: 4969.026855
	Iteration 17Q: 3 clusters Score -2763730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2763922.250000 Penalty: 4969.026855
	Iteration 18Q: 3 clusters Score -2763922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2764097.000000 Penalty: 4969.026855
	Iteration 19Q: 3 clusters Score -2764097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2764248.250000 Penalty: 4969.026855
	Iteration 20F: 3 clusters Score -2764248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2764360.750000 Penalty: 4969.026855
	Iteration 21Q: 3 clusters Score -2764361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2764448.500000 Penalty: 4969.026855
	Iteration 22Q: 3 clusters Score -2764448 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2764511.750000 Penalty: 4969.026855
	Iteration 23Q: 3 clusters Score -2764512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2764584.750000 Penalty: 4969.026855
	Iteration 24Q: 3 clusters Score -2764585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2764609.750000 Penalty: 4969.026855
	Iteration 25Q: 3 clusters Score -2764610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2764626.000000 Penalty: 4969.026855
	Iteration 26Q: 3 clusters Score -2764626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2764637.500000 Penalty: 4969.026855
	Iteration 27Q: 3 clusters Score -2764638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2764650.750000 Penalty: 4969.026855
	Iteration 28Q: 3 clusters Score -2764651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2764660.750000 Penalty: 4969.026855
	Iteration 29Q: 3 clusters Score -2764661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2764668.250000 Penalty: 4969.026855
	Iteration 30Q: 3 clusters Score -2764668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2764675.750000 Penalty: 4969.026855
	Iteration 31Q: 3 clusters Score -2764676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2764681.500000 Penalty: 4969.026855
	Iteration 32Q: 3 clusters Score -2764682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2764692.500000 Penalty: 4969.026855
	Iteration 33Q: 3 clusters Score -2764692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2764702.250000 Penalty: 4969.026855
	Iteration 34Q: 3 clusters Score -2764702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2764704.500000 Penalty: 4969.026855
	Iteration 35Q: 3 clusters Score -2764704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2764716.250000 Penalty: 4969.026855
	Iteration 36Q: 3 clusters Score -2764716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2764716.250000 Penalty: 4969.026855
	Iteration 37Q: 3 clusters Score -2764716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2764715.250000 Penalty: 4969.026855
	Iteration 38Q: 3 clusters Score -2764715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2764716.500000 Penalty: 4969.026855
	Iteration 39Q: 3 clusters Score -2764716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2764726.000000 Penalty: 4969.026855
	Iteration 40F: 3 clusters Score -2764726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2764726.750000 Penalty: 4969.026855
	Iteration 41Q: 3 clusters Score -2764727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2764738.500000 Penalty: 4969.026855
	Iteration 42Q: 3 clusters Score -2764738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2764738.250000 Penalty: 4969.026855
	Iteration 43Q: 3 clusters Score -2764738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2764740.250000 Penalty: 4969.026855
	Iteration 44Q: 3 clusters Score -2764740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2764746.750000 Penalty: 4969.026855
	Iteration 45Q: 3 clusters Score -2764747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2764749.000000 Penalty: 4969.026855
	Iteration 46Q: 3 clusters Score -2764749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2764758.500000 Penalty: 4969.026855
	Iteration 47Q: 3 clusters Score -2764758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2764758.250000 Penalty: 4969.026855
	Iteration 48Q: 3 clusters Score -2764758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2764757.250000 Penalty: 4969.026855
	Iteration 49Q: 3 clusters Score -2764757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2764759.500000 Penalty: 4969.026855
	Iteration 50Q: 3 clusters Score -2764760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2764759.500000 Penalty: 4969.026855
	Iteration 51Q: 3 clusters Score -2764760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2764764.000000 Penalty: 4969.026855
	Iteration 52Q: 3 clusters Score -2764764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2764764.750000 Penalty: 4969.026855
	Iteration 53Q: 3 clusters Score -2764765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2764769.500000 Penalty: 4969.026855
	Iteration 54Q: 3 clusters Score -2764770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2764768.000000 Penalty: 4969.026855
	Iteration 55Q: 3 clusters Score -2764768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2764764.000000 Penalty: 4969.026855
	Iteration 56Q: 3 clusters Score -2764764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2764765.750000 Penalty: 4969.026855
	Iteration 57Q: 3 clusters Score -2764766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2764766.750000 Penalty: 4969.026855
	Iteration 58Q: 3 clusters Score -2764767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2764765.750000 Penalty: 4969.026855
	Iteration 59Q: 3 clusters Score -2764766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2764764.250000 Penalty: 4969.026855
	Iteration 60F: 3 clusters Score -2764764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2764765.000000 Penalty: 4969.026855
	Iteration 61Q: 3 clusters Score -2764765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2764765.000000 Penalty: 4969.026855
	Iteration 62F: 3 clusters Score -2764765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Entering Unmasked Estep 
Score: -5453225.000000 Penalty: 2668.202637
	Iteration 0F: 2 clusters Score -5453225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5421551.500000 Penalty: 5336.405273
	Iteration 0F: 3 clusters Score -5421552 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5433496.500000 Penalty: 5336.405273
	Iteration 1F: 3 clusters Score -5433496 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5434249.500000 Penalty: 5336.405273
	Iteration 2Q: 3 clusters Score -5434250 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5434893.500000 Penalty: 5336.405273
	Iteration 3Q: 3 clusters Score -5434894 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5435681.500000 Penalty: 5336.405273
	Iteration 4Q: 3 clusters Score -5435682 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5436522.500000 Penalty: 5336.405273
	Iteration 5Q: 3 clusters Score -5436522 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5437527.000000 Penalty: 5336.405273
	Iteration 6Q: 3 clusters Score -5437527 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5438698.000000 Penalty: 5336.405273
	Iteration 7Q: 3 clusters Score -5438698 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5440120.000000 Penalty: 5336.405273
	Iteration 8F: 3 clusters Score -5440120 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5441590.500000 Penalty: 5336.405273
	Iteration 9F: 3 clusters Score -5441590 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5443065.000000 Penalty: 5336.405273
	Iteration 10F: 3 clusters Score -5443065 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5444292.000000 Penalty: 5336.405273
	Iteration 11Q: 3 clusters Score -5444292 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5445198.000000 Penalty: 5336.405273
	Iteration 12Q: 3 clusters Score -5445198 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5445804.500000 Penalty: 5336.405273
	Iteration 13Q: 3 clusters Score -5445804 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5446182.000000 Penalty: 5336.405273
	Iteration 14Q: 3 clusters Score -5446182 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5446412.500000 Penalty: 5336.405273
	Iteration 15Q: 3 clusters Score -5446412 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5446557.500000 Penalty: 5336.405273
	Iteration 16Q: 3 clusters Score -5446558 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5446711.000000 Penalty: 5336.405273
	Iteration 17Q: 3 clusters Score -5446711 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5446830.500000 Penalty: 5336.405273
	Iteration 18Q: 3 clusters Score -5446830 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5446939.000000 Penalty: 5336.405273
	Iteration 19Q: 3 clusters Score -5446939 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5447022.500000 Penalty: 5336.405273
	Iteration 20F: 3 clusters Score -5447022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5447116.500000 Penalty: 5336.405273
	Iteration 21Q: 3 clusters Score -5447116 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5447221.000000 Penalty: 5336.405273
	Iteration 22Q: 3 clusters Score -5447221 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5447363.000000 Penalty: 5336.405273
	Iteration 23Q: 3 clusters Score -5447363 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -5447446.500000 Penalty: 5336.405273
	Iteration 24Q: 3 clusters Score -5447446 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5447585.500000 Penalty: 5336.405273
	Iteration 25Q: 3 clusters Score -5447586 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5447702.500000 Penalty: 5336.405273
	Iteration 26Q: 3 clusters Score -5447702 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5447827.500000 Penalty: 5336.405273
	Iteration 27Q: 3 clusters Score -5447828 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5447953.500000 Penalty: 5336.405273
	Iteration 28Q: 3 clusters Score -5447954 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -5448074.500000 Penalty: 5336.405273
	Iteration 29Q: 3 clusters Score -5448074 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -5448191.500000 Penalty: 5336.405273
	Iteration 30Q: 3 clusters Score -5448192 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5448360.000000 Penalty: 5336.405273
	Iteration 31Q: 3 clusters Score -5448360 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5448532.000000 Penalty: 5336.405273
	Iteration 32Q: 3 clusters Score -5448532 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5448715.000000 Penalty: 5336.405273
	Iteration 33Q: 3 clusters Score -5448715 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5448880.500000 Penalty: 5336.405273
	Iteration 34Q: 3 clusters Score -5448880 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5449056.500000 Penalty: 5336.405273
	Iteration 35Q: 3 clusters Score -5449056 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5449260.000000 Penalty: 5336.405273
	Iteration 36Q: 3 clusters Score -5449260 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5449476.500000 Penalty: 5336.405273
	Iteration 37Q: 3 clusters Score -5449476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5449692.500000 Penalty: 5336.405273
	Iteration 38Q: 3 clusters Score -5449692 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5449827.500000 Penalty: 5336.405273
	Iteration 39Q: 3 clusters Score -5449828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5449993.000000 Penalty: 5336.405273
	Iteration 40F: 3 clusters Score -5449993 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5450105.000000 Penalty: 5336.405273
	Iteration 41Q: 3 clusters Score -5450105 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5450251.000000 Penalty: 5336.405273
	Iteration 42Q: 3 clusters Score -5450251 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5450349.500000 Penalty: 5336.405273
	Iteration 43Q: 3 clusters Score -5450350 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5450434.500000 Penalty: 5336.405273
	Iteration 44Q: 3 clusters Score -5450434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5450530.500000 Penalty: 5336.405273
	Iteration 45Q: 3 clusters Score -5450530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5450622.500000 Penalty: 5336.405273
	Iteration 46Q: 3 clusters Score -5450622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5450685.000000 Penalty: 5336.405273
	Iteration 47Q: 3 clusters Score -5450685 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5450748.500000 Penalty: 5336.405273
	Iteration 48Q: 3 clusters Score -5450748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5450787.500000 Penalty: 5336.405273
	Iteration 49Q: 3 clusters Score -5450788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5450822.000000 Penalty: 5336.405273
	Iteration 50Q: 3 clusters Score -5450822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5450832.000000 Penalty: 5336.405273
	Iteration 51Q: 3 clusters Score -5450832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5450864.500000 Penalty: 5336.405273
	Iteration 52Q: 3 clusters Score -5450864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5450893.000000 Penalty: 5336.405273
	Iteration 53Q: 3 clusters Score -5450893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5450909.500000 Penalty: 5336.405273
	Iteration 54Q: 3 clusters Score -5450910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5450918.500000 Penalty: 5336.405273
	Iteration 55Q: 3 clusters Score -5450918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5450951.000000 Penalty: 5336.405273
	Iteration 56Q: 3 clusters Score -5450951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5450979.000000 Penalty: 5336.405273
	Iteration 57Q: 3 clusters Score -5450979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5451013.500000 Penalty: 5336.405273
	Iteration 58Q: 3 clusters Score -5451014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5451053.500000 Penalty: 5336.405273
	Iteration 59Q: 3 clusters Score -5451054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5451084.500000 Penalty: 5336.405273
	Iteration 60F: 3 clusters Score -5451084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5451108.500000 Penalty: 5336.405273
	Iteration 61Q: 3 clusters Score -5451108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5451145.500000 Penalty: 5336.405273
	Iteration 62Q: 3 clusters Score -5451146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5451165.500000 Penalty: 5336.405273
	Iteration 63Q: 3 clusters Score -5451166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5451189.000000 Penalty: 5336.405273
	Iteration 64Q: 3 clusters Score -5451189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5451190.500000 Penalty: 5336.405273
	Iteration 65Q: 3 clusters Score -5451190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5451205.000000 Penalty: 5336.405273
	Iteration 66Q: 3 clusters Score -5451205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5451217.000000 Penalty: 5336.405273
	Iteration 67Q: 3 clusters Score -5451217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5451235.500000 Penalty: 5336.405273
	Iteration 68Q: 3 clusters Score -5451236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5451250.500000 Penalty: 5336.405273
	Iteration 69Q: 3 clusters Score -5451250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5451254.500000 Penalty: 5336.405273
	Iteration 70Q: 3 clusters Score -5451254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5451275.500000 Penalty: 5336.405273
	Iteration 71Q: 3 clusters Score -5451276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5451273.500000 Penalty: 5336.405273
	Iteration 72Q: 3 clusters Score -5451274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5451281.000000 Penalty: 5336.405273
	Iteration 73Q: 3 clusters Score -5451281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5451290.500000 Penalty: 5336.405273
	Iteration 74Q: 3 clusters Score -5451290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5451282.500000 Penalty: 5336.405273
	Iteration 75Q: 3 clusters Score -5451282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5451298.500000 Penalty: 5336.405273
	Iteration 76Q: 3 clusters Score -5451298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5451305.000000 Penalty: 5336.405273
	Iteration 77Q: 3 clusters Score -5451305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5451310.500000 Penalty: 5336.405273
	Iteration 78Q: 3 clusters Score -5451310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5451312.500000 Penalty: 5336.405273
	Iteration 79Q: 3 clusters Score -5451312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5451312.500000 Penalty: 5336.405273
	Iteration 80F: 3 clusters Score -5451312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5451311.500000 Penalty: 5336.405273
	Iteration 81Q: 3 clusters Score -5451312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5451324.000000 Penalty: 5336.405273
	Iteration 82Q: 3 clusters Score -5451324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5451321.000000 Penalty: 5336.405273
	Iteration 83Q: 3 clusters Score -5451321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5451331.500000 Penalty: 5336.405273
	Iteration 84Q: 3 clusters Score -5451332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5451337.500000 Penalty: 5336.405273
	Iteration 85Q: 3 clusters Score -5451338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5451344.500000 Penalty: 5336.405273
	Iteration 86Q: 3 clusters Score -5451344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5451357.500000 Penalty: 5336.405273
	Iteration 87Q: 3 clusters Score -5451358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5451356.000000 Penalty: 5336.405273
	Iteration 88Q: 3 clusters Score -5451356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5451372.500000 Penalty: 5336.405273
	Iteration 89Q: 3 clusters Score -5451372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5451367.500000 Penalty: 5336.405273
	Iteration 90Q: 3 clusters Score -5451368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5451361.000000 Penalty: 5336.405273
	Iteration 91Q: 3 clusters Score -5451361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5451362.500000 Penalty: 5336.405273
	Iteration 92Q: 3 clusters Score -5451362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5451365.500000 Penalty: 5336.405273
	Iteration 93Q: 3 clusters Score -5451366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5451368.500000 Penalty: 5336.405273
	Iteration 94Q: 3 clusters Score -5451368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5451368.000000 Penalty: 5336.405273
	Iteration 95Q: 3 clusters Score -5451368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5451362.500000 Penalty: 5336.405273
	Iteration 96Q: 3 clusters Score -5451362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5451368.500000 Penalty: 5336.405273
	Iteration 97Q: 3 clusters Score -5451368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5451368.500000 Penalty: 5336.405273
	Iteration 98F: 3 clusters Score -5451368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Entering Unmasked Estep 
Score: -8481124.000000 Penalty: 2762.987549
	Iteration 0F: 2 clusters Score -8481124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -8435066.000000 Penalty: 5525.975098
	Iteration 0F: 3 clusters Score -8435066 nChanged 32158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8453235.000000 Penalty: 5525.975098
	Iteration 1F: 3 clusters Score -8453235 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8454495.000000 Penalty: 5525.975098
	Iteration 2Q: 3 clusters Score -8454495 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -8456143.000000 Penalty: 5525.975098
	Iteration 3F: 3 clusters Score -8456143 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5525.975098
	Iteration 4F: 3 clusters Score -8458060 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8460489.000000 Penalty: 5525.975098
	Iteration 5F: 3 clusters Score -8460489 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8463309.000000 Penalty: 5525.975098
	Iteration 6F: 3 clusters Score -8463309 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8466312.000000 Penalty: 5525.975098
	Iteration 7F: 3 clusters Score -8466312 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -8469263.000000 Penalty: 5525.975098
	Iteration 8F: 3 clusters Score -8469263 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -8471777.000000 Penalty: 5525.975098
	Iteration 9Q: 3 clusters Score -8471777 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -8473449.000000 Penalty: 5525.975098
	Iteration 10Q: 3 clusters Score -8473449 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -8474410.000000 Penalty: 5525.975098
	Iteration 11Q: 3 clusters Score -8474410 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -8474963.000000 Penalty: 5525.975098
	Iteration 12Q: 3 clusters Score -8474963 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8475313.000000 Penalty: 5525.975098
	Iteration 13Q: 3 clusters Score -8475313 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -8475619.000000 Penalty: 5525.975098
	Iteration 14Q: 3 clusters Score -8475619 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -8475942.000000 Penalty: 5525.975098
	Iteration 15Q: 3 clusters Score -8475942 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -8476227.000000 Penalty: 5525.975098
	Iteration 16Q: 3 clusters Score -8476227 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -8476466.000000 Penalty: 5525.975098
	Iteration 17Q: 3 clusters Score -8476466 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -8476631.000000 Penalty: 5525.975098
	Iteration 18Q: 3 clusters Score -8476631 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -8476855.000000 Penalty: 5525.975098
	Iteration 19Q: 3 clusters Score -8476855 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -8477007.000000 Penalty: 5525.975098
	Iteration 20F: 3 clusters Score -8477007 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -8477226.000000 Penalty: 5525.975098
	Iteration 21Q: 3 clusters Score -8477226 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -8477386.000000 Penalty: 5525.975098
	Iteration 22Q: 3 clusters Score -8477386 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -8477547.000000 Penalty: 5525.975098
	Iteration 23Q: 3 clusters Score -8477547 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -8477714.000000 Penalty: 5525.975098
	Iteration 24Q: 3 clusters Score -8477714 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -8477859.000000 Penalty: 5525.975098
	Iteration 25Q: 3 clusters Score -8477859 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -8477979.000000 Penalty: 5525.975098
	Iteration 26Q: 3 clusters Score -8477979 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -8478072.000000 Penalty: 5525.975098
	Iteration 27Q: 3 clusters Score -8478072 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -8478153.000000 Penalty: 5525.975098
	Iteration 28Q: 3 clusters Score -8478153 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8478212.000000 Penalty: 5525.975098
	Iteration 29Q: 3 clusters Score -8478212 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -8478304.000000 Penalty: 5525.975098
	Iteration 30Q: 3 clusters Score -8478304 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -8478404.000000 Penalty: 5525.975098
	Iteration 31Q: 3 clusters Score -8478404 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -8478512.000000 Penalty: 5525.975098
	Iteration 32Q: 3 clusters Score -8478512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -8478596.000000 Penalty: 5525.975098
	Iteration 33Q: 3 clusters Score -8478596 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -8478682.000000 Penalty: 5525.975098
	Iteration 34Q: 3 clusters Score -8478682 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -8478710.000000 Penalty: 5525.975098
	Iteration 35Q: 3 clusters Score -8478710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -8478766.000000 Penalty: 5525.975098
	Iteration 36Q: 3 clusters Score -8478766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -8478817.000000 Penalty: 5525.975098
	Iteration 37Q: 3 clusters Score -8478817 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8478862.000000 Penalty: 5525.975098
	Iteration 38Q: 3 clusters Score -8478862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -8478904.000000 Penalty: 5525.975098
	Iteration 39Q: 3 clusters Score -8478904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8478950.000000 Penalty: 5525.975098
	Iteration 40F: 3 clusters Score -8478950 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -8478970.000000 Penalty: 5525.975098
	Iteration 41Q: 3 clusters Score -8478970 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -8479002.000000 Penalty: 5525.975098
	Iteration 42Q: 3 clusters Score -8479002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8479015.000000 Penalty: 5525.975098
	Iteration 43Q: 3 clusters Score -8479015 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8479067.000000 Penalty: 5525.975098
	Iteration 44Q: 3 clusters Score -8479067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8479109.000000 Penalty: 5525.975098
	Iteration 45Q: 3 clusters Score -8479109 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8479139.000000 Penalty: 5525.975098
	Iteration 46Q: 3 clusters Score -8479139 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -8479159.000000 Penalty: 5525.975098
	Iteration 47Q: 3 clusters Score -8479159 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -8479168.000000 Penalty: 5525.975098
	Iteration 48Q: 3 clusters Score -8479168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -8479172.000000 Penalty: 5525.975098
	Iteration 49Q: 3 clusters Score -8479172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -8479183.000000 Penalty: 5525.975098
	Iteration 50Q: 3 clusters Score -8479183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -8479190.000000 Penalty: 5525.975098
	Iteration 51Q: 3 clusters Score -8479190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -8479206.000000 Penalty: 5525.975098
	Iteration 52Q: 3 clusters Score -8479206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8479226.000000 Penalty: 5525.975098
	Iteration 53Q: 3 clusters Score -8479226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -8479238.000000 Penalty: 5525.975098
	Iteration 54Q: 3 clusters Score -8479238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -8479242.000000 Penalty: 5525.975098
	Iteration 55Q: 3 clusters Score -8479242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8479263.000000 Penalty: 5525.975098
	Iteration 56Q: 3 clusters Score -8479263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -8479246.000000 Penalty: 5525.975098
	Iteration 57Q: 3 clusters Score -8479246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -8479279.000000 Penalty: 5525.975098
	Iteration 58Q: 3 clusters Score -8479279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -8479316.000000 Penalty: 5525.975098
	Iteration 59Q: 3 clusters Score -8479316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -8479335.000000 Penalty: 5525.975098
	Iteration 60F: 3 clusters Score -8479335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -8479340.000000 Penalty: 5525.975098
	Iteration 61Q: 3 clusters Score -8479340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -8479350.000000 Penalty: 5525.975098
	Iteration 62Q: 3 clusters Score -8479350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -8479358.000000 Penalty: 5525.975098
	Iteration 63Q: 3 clusters Score -8479358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -8479357.000000 Penalty: 5525.975098
	Iteration 64Q: 3 clusters Score -8479357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -8479358.000000 Penalty: 5525.975098
	Iteration 65Q: 3 clusters Score -8479358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -8479359.000000 Penalty: 5525.975098
	Iteration 66Q: 3 clusters Score -8479359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8479359.000000 Penalty: 5525.975098
	Iteration 67Q: 3 clusters Score -8479359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8479366.000000 Penalty: 5525.975098
	Iteration 68Q: 3 clusters Score -8479366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -8479363.000000 Penalty: 5525.975098
	Iteration 69Q: 3 clusters Score -8479363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -8479363.000000 Penalty: 5525.975098
	Iteration 70Q: 3 clusters Score -8479363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -8479381.000000 Penalty: 5525.975098
	Iteration 71Q: 3 clusters Score -8479381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8479375.000000 Penalty: 5525.975098
	Iteration 72Q: 3 clusters Score -8479375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8479367.000000 Penalty: 5525.975098
	Iteration 73Q: 3 clusters Score -8479367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -8479366.000000 Penalty: 5525.975098
	Iteration 74Q: 3 clusters Score -8479366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8479373.000000 Penalty: 5525.975098
	Iteration 75Q: 3 clusters Score -8479373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -8479378.000000 Penalty: 5525.975098
	Iteration 76Q: 3 clusters Score -8479378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -8479373.000000 Penalty: 5525.975098
	Iteration 77Q: 3 clusters Score -8479373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -8479381.000000 Penalty: 5525.975098
	Iteration 78Q: 3 clusters Score -8479381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5525.975098
	Iteration 79Q: 3 clusters Score -8479397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -8479388.000000 Penalty: 5525.975098
	Iteration 80F: 3 clusters Score -8479388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8479386.000000 Penalty: 5525.975098
	Iteration 81Q: 3 clusters Score -8479386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -8479388.000000 Penalty: 5525.975098
	Iteration 82Q: 3 clusters Score -8479388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8479395.000000 Penalty: 5525.975098
	Iteration 83Q: 3 clusters Score -8479395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -8479393.000000 Penalty: 5525.975098
	Iteration 84Q: 3 clusters Score -8479393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 5525.975098
	Iteration 85Q: 3 clusters Score -8479401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -8479405.000000 Penalty: 5525.975098
	Iteration 86Q: 3 clusters Score -8479405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5525.975098
	Iteration 87Q: 3 clusters Score -8479397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -8479399.000000 Penalty: 5525.975098
	Iteration 88Q: 3 clusters Score -8479399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -8479393.000000 Penalty: 5525.975098
	Iteration 89Q: 3 clusters Score -8479393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -8479394.000000 Penalty: 5525.975098
	Iteration 90Q: 3 clusters Score -8479394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -8479400.000000 Penalty: 5525.975098
	Iteration 91Q: 3 clusters Score -8479400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -8479421.000000 Penalty: 5525.975098
	Iteration 92Q: 3 clusters Score -8479421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -8479417.000000 Penalty: 5525.975098
	Iteration 93Q: 3 clusters Score -8479417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -8479424.000000 Penalty: 5525.975098
	Iteration 94Q: 3 clusters Score -8479424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -8479421.000000 Penalty: 5525.975098
	Iteration 95Q: 3 clusters Score -8479421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -8479434.000000 Penalty: 5525.975098
	Iteration 96Q: 3 clusters Score -8479434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -8479439.000000 Penalty: 5525.975098
	Iteration 97Q: 3 clusters Score -8479439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -8479436.000000 Penalty: 5525.975098
	Iteration 98Q: 3 clusters Score -8479436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -8479430.000000 Penalty: 5525.975098
	Iteration 99Q: 3 clusters Score -8479430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -8479425.000000 Penalty: 5525.975098
	Iteration 100F: 3 clusters Score -8479425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -8479431.000000 Penalty: 5525.975098
	Iteration 101Q: 3 clusters Score -8479431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -8479435.000000 Penalty: 5525.975098
	Iteration 102Q: 3 clusters Score -8479435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8479438.000000 Penalty: 5525.975098
	Iteration 103Q: 3 clusters Score -8479438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8479440.000000 Penalty: 5525.975098
	Iteration 104Q: 3 clusters Score -8479440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -8479440.000000 Penalty: 5525.975098
	Iteration 105Q: 3 clusters Score -8479440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -8479435.000000 Penalty: 5525.975098
	Iteration 106Q: 3 clusters Score -8479435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -8479438.000000 Penalty: 5525.975098
	Iteration 107Q: 3 clusters Score -8479438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -8479440.000000 Penalty: 5525.975098
	Iteration 108Q: 3 clusters Score -8479440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -8479440.000000 Penalty: 5525.975098
	Iteration 109F: 3 clusters Score -8479440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -862256.562500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -862256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -856542.562500 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -856542.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -858085.750000 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -858085.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -858389.812500 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -858389.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -858638.125000 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -858638.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -858869.750000 Penalty: 4388.218750
	Iteration 4F: 3 clusters Score -858869.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -859082.625000 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -859082.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -859275.750000 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -859275.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -859425.125000 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -859425.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -859549.437500 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -859549.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -859637.937500 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -859637.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -859714.312500 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -859714.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -859776.937500 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -859776.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -859830.687500 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -859830.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -859881.500000 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -859881.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -859918.437500 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -859918.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -859953.625000 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -859953.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -859983.125000 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -859983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -860014.750000 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -860014.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -860051.000000 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -860051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -860082.812500 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -860082.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -860115.500000 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -860115.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -860138.250000 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -860138.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -860150.062500 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -860150.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -860160.750000 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -860160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -860170.750000 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -860170.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -860181.312500 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -860181.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -860190.562500 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -860190.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -860201.062500 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -860201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -860218.250000 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -860218.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -860236.375000 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -860236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -860262.187500 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -860262.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -860294.187500 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -860294.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -860316.312500 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -860316.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -860332.500000 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -860332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -860348.125000 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -860348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -860353.625000 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -860353.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -860359.875000 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -860359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -860365.625000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -860365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -860365.875000 Penalty: 4388.218750
	Iteration 38Q: 3 clusters Score -860365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -860367.187500 Penalty: 4388.218750
	Iteration 39Q: 3 clusters Score -860367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -860369.125000 Penalty: 4388.218750
	Iteration 40F: 3 clusters Score -860369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -660469.687500 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -660469.7 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 2779 members 
Entering Unmasked Estep 
Score: -655631.187500 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -655631.2 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -656917.375000 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -656917.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -657415.812500 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -657415.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -657910.187500 Penalty: 4272.612793
	Iteration 3F: 3 clusters Score -657910.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -658316.000000 Penalty: 4272.612793
	Iteration 4F: 3 clusters Score -658316 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -658622.437500 Penalty: 4272.612793
	Iteration 5F: 3 clusters Score -658622.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -658937.687500 Penalty: 4272.612793
	Iteration 6F: 3 clusters Score -658937.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -659249.000000 Penalty: 4272.612793
	Iteration 7F: 3 clusters Score -659249 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -659507.500000 Penalty: 4272.612793
	Iteration 8Q: 3 clusters Score -659507.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -659734.000000 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -659734 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -659961.687500 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -659961.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -660158.750000 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -660158.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -660331.125000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -660331.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -660509.062500 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -660509.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -660716.312500 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -660716.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -660906.812500 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -660906.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -661058.750000 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -661058.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -661218.187500 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -661218.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -661449.312500 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -661449.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -661775.000000 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -661775 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -662228.562500 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -662228.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -662590.625000 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -662590.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -662662.750000 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -662662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -662676.750000 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -662676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -662678.312500 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -662678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -662680.125000 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -662680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -662680.125000 Penalty: 4272.612793
	Iteration 26F: 3 clusters Score -662680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240848 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67219 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22431 members 
Mstep: Class 25 contains 47046 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2172 members 
Mstep: Class 76 contains 2261 members 
Entering Unmasked Estep 
Score: -134499920.000000 Penalty: 262415.750000
Splitting cluster 28 changes total score from -134499072.000000 to -134499920.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 29 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -319566.312500 Penalty: 1954.158203
	Iteration 0F: 2 clusters Score -319566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -316506.531250 Penalty: 3908.316406
	Iteration 0F: 3 clusters Score -316506.5 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -317136.812500 Penalty: 3908.316406
	Iteration 1F: 3 clusters Score -317136.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -317333.281250 Penalty: 3908.316406
	Iteration 2F: 3 clusters Score -317333.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -317511.187500 Penalty: 3908.316406
	Iteration 3F: 3 clusters Score -317511.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -317621.875000 Penalty: 3908.316406
	Iteration 4Q: 3 clusters Score -317621.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -317686.031250 Penalty: 3908.316406
	Iteration 5Q: 3 clusters Score -317686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -317715.375000 Penalty: 3908.316406
	Iteration 6Q: 3 clusters Score -317715.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -317750.250000 Penalty: 3908.316406
	Iteration 7Q: 3 clusters Score -317750.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -317791.187500 Penalty: 3908.316406
	Iteration 8Q: 3 clusters Score -317791.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -317821.500000 Penalty: 3908.316406
	Iteration 9Q: 3 clusters Score -317821.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -317838.000000 Penalty: 3908.316406
	Iteration 10Q: 3 clusters Score -317838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -317853.718750 Penalty: 3908.316406
	Iteration 11Q: 3 clusters Score -317853.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -317866.937500 Penalty: 3908.316406
	Iteration 12Q: 3 clusters Score -317866.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -317882.406250 Penalty: 3908.316406
	Iteration 13Q: 3 clusters Score -317882.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -317903.031250 Penalty: 3908.316406
	Iteration 14Q: 3 clusters Score -317903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -317916.312500 Penalty: 3908.316406
	Iteration 15Q: 3 clusters Score -317916.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -317924.406250 Penalty: 3908.316406
	Iteration 16Q: 3 clusters Score -317924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -317929.218750 Penalty: 3908.316406
	Iteration 17Q: 3 clusters Score -317929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -317934.062500 Penalty: 3908.316406
	Iteration 18Q: 3 clusters Score -317934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -317937.781250 Penalty: 3908.316406
	Iteration 19Q: 3 clusters Score -317937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -317940.875000 Penalty: 3908.316406
	Iteration 20F: 3 clusters Score -317940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -317944.875000 Penalty: 3908.316406
	Iteration 21Q: 3 clusters Score -317944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -317947.593750 Penalty: 3908.316406
	Iteration 22Q: 3 clusters Score -317947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -317952.093750 Penalty: 3908.316406
	Iteration 23Q: 3 clusters Score -317952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -317955.906250 Penalty: 3908.316406
	Iteration 24Q: 3 clusters Score -317955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -317959.531250 Penalty: 3908.316406
	Iteration 25Q: 3 clusters Score -317959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -317962.125000 Penalty: 3908.316406
	Iteration 26Q: 3 clusters Score -317962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -317964.906250 Penalty: 3908.316406
	Iteration 27Q: 3 clusters Score -317964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -317965.375000 Penalty: 3908.316406
	Iteration 28Q: 3 clusters Score -317965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -317965.906250 Penalty: 3908.316406
	Iteration 29Q: 3 clusters Score -317965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -317965.906250 Penalty: 3908.316406
	Iteration 30F: 3 clusters Score -317965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -206615.281250 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -206615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204182.906250 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -204182.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -204598.250000 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -204598.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -204711.484375 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -204711.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -204778.203125 Penalty: 3688.854248
	Iteration 3Q: 3 clusters Score -204778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204802.109375 Penalty: 3688.854248
	Iteration 4Q: 3 clusters Score -204802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -204820.921875 Penalty: 3688.854248
	Iteration 5Q: 3 clusters Score -204820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -204839.187500 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -204839.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -204856.640625 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -204856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204868.046875 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -204868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204875.593750 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -204875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -204884.953125 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -204885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204890.359375 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -204890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204896.343750 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -204896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -204906.734375 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -204906.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204915.921875 Penalty: 3688.854248
	Iteration 14Q: 3 clusters Score -204915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -204919.437500 Penalty: 3688.854248
	Iteration 15Q: 3 clusters Score -204919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -204922.859375 Penalty: 3688.854248
	Iteration 16Q: 3 clusters Score -204922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -204926.046875 Penalty: 3688.854248
	Iteration 17Q: 3 clusters Score -204926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -204927.140625 Penalty: 3688.854248
	Iteration 18Q: 3 clusters Score -204927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -204927.140625 Penalty: 3688.854248
	Iteration 19F: 3 clusters Score -204927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -384042.531250 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -384042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380758.437500 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -380758.4 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381393.093750 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -381393.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381541.000000 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -381541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -381615.843750 Penalty: 3982.113525
	Iteration 3Q: 3 clusters Score -381615.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -381683.500000 Penalty: 3982.113525
	Iteration 4Q: 3 clusters Score -381683.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -381732.687500 Penalty: 3982.113525
	Iteration 5Q: 3 clusters Score -381732.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381774.531250 Penalty: 3982.113525
	Iteration 6Q: 3 clusters Score -381774.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -381810.718750 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -381810.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -381847.562500 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -381847.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381872.937500 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -381872.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -381900.875000 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -381900.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -381926.468750 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -381926.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -381951.406250 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -381951.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381967.812500 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -381967.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -381979.937500 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -381979.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -381993.406250 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -381993.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -382006.468750 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -382006.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -382021.812500 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -382021.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -382034.500000 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -382034.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -382047.312500 Penalty: 3982.113525
	Iteration 19Q: 3 clusters Score -382047.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -382059.406250 Penalty: 3982.113525
	Iteration 20F: 3 clusters Score -382059.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -382069.781250 Penalty: 3982.113525
	Iteration 21Q: 3 clusters Score -382069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -382078.687500 Penalty: 3982.113525
	Iteration 22Q: 3 clusters Score -382078.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -382091.468750 Penalty: 3982.113525
	Iteration 23Q: 3 clusters Score -382091.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -382105.437500 Penalty: 3982.113525
	Iteration 24Q: 3 clusters Score -382105.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -382120.531250 Penalty: 3982.113525
	Iteration 25Q: 3 clusters Score -382120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382131.812500 Penalty: 3982.113525
	Iteration 26Q: 3 clusters Score -382131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -382143.718750 Penalty: 3982.113525
	Iteration 27Q: 3 clusters Score -382143.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -382154.562500 Penalty: 3982.113525
	Iteration 28Q: 3 clusters Score -382154.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -382168.000000 Penalty: 3982.113525
	Iteration 29Q: 3 clusters Score -382168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -382190.312500 Penalty: 3982.113525
	Iteration 30Q: 3 clusters Score -382190.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -382215.656250 Penalty: 3982.113525
	Iteration 31Q: 3 clusters Score -382215.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -382237.687500 Penalty: 3982.113525
	Iteration 32Q: 3 clusters Score -382237.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -382259.406250 Penalty: 3982.113525
	Iteration 33Q: 3 clusters Score -382259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -382272.500000 Penalty: 3982.113525
	Iteration 34Q: 3 clusters Score -382272.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -382281.312500 Penalty: 3982.113525
	Iteration 35Q: 3 clusters Score -382281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -382287.500000 Penalty: 3982.113525
	Iteration 36Q: 3 clusters Score -382287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -382290.937500 Penalty: 3982.113525
	Iteration 37Q: 3 clusters Score -382290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382294.000000 Penalty: 3982.113525
	Iteration 38Q: 3 clusters Score -382294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382297.562500 Penalty: 3982.113525
	Iteration 39Q: 3 clusters Score -382297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -382301.062500 Penalty: 3982.113525
	Iteration 40F: 3 clusters Score -382301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382302.843750 Penalty: 3982.113525
	Iteration 41Q: 3 clusters Score -382302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -382306.062500 Penalty: 3982.113525
	Iteration 42Q: 3 clusters Score -382306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -382310.250000 Penalty: 3982.113525
	Iteration 43Q: 3 clusters Score -382310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -382310.812500 Penalty: 3982.113525
	Iteration 44Q: 3 clusters Score -382310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -382312.437500 Penalty: 3982.113525
	Iteration 45Q: 3 clusters Score -382312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -382313.687500 Penalty: 3982.113525
	Iteration 46Q: 3 clusters Score -382313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -382315.781250 Penalty: 3982.113525
	Iteration 47Q: 3 clusters Score -382315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -382319.031250 Penalty: 3982.113525
	Iteration 48Q: 3 clusters Score -382319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382322.187500 Penalty: 3982.113525
	Iteration 49Q: 3 clusters Score -382322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382324.843750 Penalty: 3982.113525
	Iteration 50Q: 3 clusters Score -382324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -382327.875000 Penalty: 3982.113525
	Iteration 51Q: 3 clusters Score -382327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -382331.000000 Penalty: 3982.113525
	Iteration 52Q: 3 clusters Score -382331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -382332.062500 Penalty: 3982.113525
	Iteration 53Q: 3 clusters Score -382332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -382331.187500 Penalty: 3982.113525
	Iteration 54Q: 3 clusters Score -382331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -382331.187500 Penalty: 3982.113525
	Iteration 55F: 3 clusters Score -382331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -872813.187500 Penalty: 2183.658691
	Iteration 0F: 2 clusters Score -872813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -867276.187500 Penalty: 4367.317383
	Iteration 0F: 3 clusters Score -867276.2 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -868748.375000 Penalty: 4367.317383
	Iteration 1F: 3 clusters Score -868748.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -868969.875000 Penalty: 4367.317383
	Iteration 2F: 3 clusters Score -868969.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -869103.562500 Penalty: 4367.317383
	Iteration 3Q: 3 clusters Score -869103.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -869198.875000 Penalty: 4367.317383
	Iteration 4Q: 3 clusters Score -869198.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -869267.187500 Penalty: 4367.317383
	Iteration 5Q: 3 clusters Score -869267.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -869313.000000 Penalty: 4367.317383
	Iteration 6Q: 3 clusters Score -869313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -869353.250000 Penalty: 4367.317383
	Iteration 7Q: 3 clusters Score -869353.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -869390.187500 Penalty: 4367.317383
	Iteration 8Q: 3 clusters Score -869390.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -869435.812500 Penalty: 4367.317383
	Iteration 9Q: 3 clusters Score -869435.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -869485.375000 Penalty: 4367.317383
	Iteration 10Q: 3 clusters Score -869485.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -869539.125000 Penalty: 4367.317383
	Iteration 11Q: 3 clusters Score -869539.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -869596.562500 Penalty: 4367.317383
	Iteration 12Q: 3 clusters Score -869596.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -869656.875000 Penalty: 4367.317383
	Iteration 13Q: 3 clusters Score -869656.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -869715.125000 Penalty: 4367.317383
	Iteration 14Q: 3 clusters Score -869715.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -869785.187500 Penalty: 4367.317383
	Iteration 15Q: 3 clusters Score -869785.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -869884.687500 Penalty: 4367.317383
	Iteration 16Q: 3 clusters Score -869884.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -870002.562500 Penalty: 4367.317383
	Iteration 17Q: 3 clusters Score -870002.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -870109.625000 Penalty: 4367.317383
	Iteration 18Q: 3 clusters Score -870109.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -870210.437500 Penalty: 4367.317383
	Iteration 19Q: 3 clusters Score -870210.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -870328.500000 Penalty: 4367.317383
	Iteration 20F: 3 clusters Score -870328.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -870446.250000 Penalty: 4367.317383
	Iteration 21Q: 3 clusters Score -870446.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -870534.937500 Penalty: 4367.317383
	Iteration 22Q: 3 clusters Score -870534.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -870591.437500 Penalty: 4367.317383
	Iteration 23Q: 3 clusters Score -870591.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -870642.250000 Penalty: 4367.317383
	Iteration 24Q: 3 clusters Score -870642.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -870681.250000 Penalty: 4367.317383
	Iteration 25Q: 3 clusters Score -870681.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -870721.312500 Penalty: 4367.317383
	Iteration 26Q: 3 clusters Score -870721.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -870751.187500 Penalty: 4367.317383
	Iteration 27Q: 3 clusters Score -870751.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -870775.562500 Penalty: 4367.317383
	Iteration 28Q: 3 clusters Score -870775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -870799.062500 Penalty: 4367.317383
	Iteration 29Q: 3 clusters Score -870799.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -870820.500000 Penalty: 4367.317383
	Iteration 30Q: 3 clusters Score -870820.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -870835.687500 Penalty: 4367.317383
	Iteration 31Q: 3 clusters Score -870835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -870847.812500 Penalty: 4367.317383
	Iteration 32Q: 3 clusters Score -870847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -870859.812500 Penalty: 4367.317383
	Iteration 33Q: 3 clusters Score -870859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -870869.875000 Penalty: 4367.317383
	Iteration 34Q: 3 clusters Score -870869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -870878.125000 Penalty: 4367.317383
	Iteration 35Q: 3 clusters Score -870878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -870887.250000 Penalty: 4367.317383
	Iteration 36Q: 3 clusters Score -870887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -870895.125000 Penalty: 4367.317383
	Iteration 37Q: 3 clusters Score -870895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -870895.187500 Penalty: 4367.317383
	Iteration 38Q: 3 clusters Score -870895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -870895.812500 Penalty: 4367.317383
	Iteration 39Q: 3 clusters Score -870895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -870896.000000 Penalty: 4367.317383
	Iteration 40F: 3 clusters Score -870896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -870898.000000 Penalty: 4367.317383
	Iteration 41Q: 3 clusters Score -870898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -870898.687500 Penalty: 4367.317383
	Iteration 42Q: 3 clusters Score -870898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -870898.687500 Penalty: 4367.317383
	Iteration 43F: 3 clusters Score -870898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -487608.343750 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -487608.3 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 1496 members 
Entering Unmasked Estep 
Score: -484349.875000 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -484349.9 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -485060.562500 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -485060.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -485279.875000 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -485279.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485453.843750 Penalty: 3969.336182
	Iteration 3F: 3 clusters Score -485453.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -485619.781250 Penalty: 3969.336182
	Iteration 4F: 3 clusters Score -485619.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -485728.500000 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -485728.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -485829.875000 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -485829.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -485951.812500 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -485951.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -486088.187500 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -486088.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -486221.500000 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -486221.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -486314.687500 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -486314.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -486369.937500 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -486369.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -486408.593750 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -486408.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -486443.312500 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -486443.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -486464.687500 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -486464.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -486481.187500 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -486481.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -486500.312500 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -486500.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -486513.468750 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -486513.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -486523.343750 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -486523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -486530.375000 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -486530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -486535.937500 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -486535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -486542.093750 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -486542.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -486551.093750 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -486551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -486556.375000 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -486556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -486561.062500 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -486561.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -486565.593750 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -486565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -486570.000000 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -486570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -486572.125000 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -486572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -486574.468750 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -486574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -486575.656250 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -486575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -486582.375000 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -486582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -486583.843750 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -486583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -486583.843750 Penalty: 3969.336182
	Iteration 32F: 3 clusters Score -486583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -236676.500000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -236676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234105.140625 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -234105.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234540.421875 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -234540.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234643.984375 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -234644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -234708.406250 Penalty: 3745.127930
	Iteration 3Q: 3 clusters Score -234708.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234745.015625 Penalty: 3745.127930
	Iteration 4Q: 3 clusters Score -234745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234769.484375 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -234769.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -234791.625000 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -234791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234804.843750 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -234804.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234820.718750 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -234820.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234832.250000 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -234832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -234838.750000 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -234838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -234844.187500 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -234844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -234847.500000 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -234847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -234848.125000 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -234848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -234848.578125 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -234848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -234848.578125 Penalty: 3745.127930
	Iteration 15F: 3 clusters Score -234848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -650929.437500 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -650929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -646233.750000 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -646233.8 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -647398.812500 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -647398.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -647791.375000 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -647791.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -648127.250000 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -648127.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -648423.125000 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -648423.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -648676.687500 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -648676.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -648902.625000 Penalty: 4257.994141
	Iteration 6Q: 3 clusters Score -648902.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -649094.125000 Penalty: 4257.994141
	Iteration 7Q: 3 clusters Score -649094.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -649206.312500 Penalty: 4257.994141
	Iteration 8Q: 3 clusters Score -649206.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -649307.437500 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -649307.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -649373.875000 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -649373.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -649429.750000 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -649429.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -649471.312500 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -649471.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -649503.375000 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -649503.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -649532.750000 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -649532.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -649555.500000 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -649555.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -649574.500000 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -649574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -649582.875000 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -649582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -649591.375000 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -649591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -649596.000000 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -649596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -649603.437500 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -649603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -649611.437500 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -649611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -649619.000000 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -649619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -649619.250000 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -649619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -649619.875000 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -649619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -649619.875000 Penalty: 4257.994141
	Iteration 25F: 3 clusters Score -649619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -727655.937500 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -727655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -722486.687500 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -722486.7 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -723863.062500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -723863.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -724225.875000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -724225.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -724580.687500 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -724580.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -724933.312500 Penalty: 4308.469238
	Iteration 4F: 3 clusters Score -724933.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -725266.687500 Penalty: 4308.469238
	Iteration 5F: 3 clusters Score -725266.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -725531.062500 Penalty: 4308.469238
	Iteration 6F: 3 clusters Score -725531.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -725713.812500 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -725713.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -725843.125000 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -725843.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -725913.812500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -725913.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -725950.187500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -725950.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -725979.750000 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -725979.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -726002.437500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -726002.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -726013.062500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -726013.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -726019.687500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -726019.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -726028.312500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -726028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -726032.687500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -726032.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -726037.375000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -726037.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -726045.187500 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -726045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -726050.125000 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -726050.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -726056.312500 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -726056.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -726063.187500 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -726063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -726064.750000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -726064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -726071.187500 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -726071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -726073.875000 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -726073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -726078.187500 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -726078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -726080.750000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -726080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -726086.000000 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -726086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -726089.687500 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -726089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -726091.312500 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -726091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -726093.125000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -726093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -726096.375000 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -726096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -726096.125000 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -726096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -726095.937500 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -726095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -726095.937500 Penalty: 4308.469238
	Iteration 34F: 3 clusters Score -726095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -430197.343750 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -430197.3 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 1708 members 
Entering Unmasked Estep 
Score: -426625.250000 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -426625.2 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -427418.156250 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -427418.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -427598.687500 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -427598.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -427691.000000 Penalty: 4042.059326
	Iteration 3Q: 3 clusters Score -427691 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -427747.187500 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -427747.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -427778.937500 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -427778.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -427801.250000 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -427801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -427819.875000 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -427819.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -427830.312500 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -427830.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -427838.562500 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -427838.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -427846.468750 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -427846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -427853.187500 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -427853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -427863.906250 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -427863.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -427873.906250 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -427873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -427875.562500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -427875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -427880.406250 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -427880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -427883.437500 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -427883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -427886.375000 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -427886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -427888.687500 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -427888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -427889.781250 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -427889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -427891.375000 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -427891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -427893.031250 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -427893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -427894.937500 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -427894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -427895.343750 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -427895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -427896.468750 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -427896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -427895.750000 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -427895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -427895.750000 Penalty: 4042.059326
	Iteration 26F: 3 clusters Score -427895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Entering Unmasked Estep 
Score: -4549324.500000 Penalty: 2601.567139
	Iteration 0F: 2 clusters Score -4549324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4524775.500000 Penalty: 5203.134277
	Iteration 0F: 3 clusters Score -4524776 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4533783.500000 Penalty: 5203.134277
	Iteration 1F: 3 clusters Score -4533784 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4534322.500000 Penalty: 5203.134277
	Iteration 2Q: 3 clusters Score -4534322 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4534764.500000 Penalty: 5203.134277
	Iteration 3Q: 3 clusters Score -4534764 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4535256.000000 Penalty: 5203.134277
	Iteration 4Q: 3 clusters Score -4535256 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4535761.000000 Penalty: 5203.134277
	Iteration 5Q: 3 clusters Score -4535761 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4536461.500000 Penalty: 5203.134277
	Iteration 6Q: 3 clusters Score -4536462 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4537329.500000 Penalty: 5203.134277
	Iteration 7Q: 3 clusters Score -4537330 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4538467.500000 Penalty: 5203.134277
	Iteration 8F: 3 clusters Score -4538468 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4539988.000000 Penalty: 5203.134277
	Iteration 9F: 3 clusters Score -4539988 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -4541640.000000 Penalty: 5203.134277
	Iteration 10F: 3 clusters Score -4541640 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4543217.500000 Penalty: 5203.134277
	Iteration 11F: 3 clusters Score -4543218 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4544498.000000 Penalty: 5203.134277
	Iteration 12Q: 3 clusters Score -4544498 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4545490.500000 Penalty: 5203.134277
	Iteration 13Q: 3 clusters Score -4545490 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4546121.000000 Penalty: 5203.134277
	Iteration 14Q: 3 clusters Score -4546121 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4546477.500000 Penalty: 5203.134277
	Iteration 15Q: 3 clusters Score -4546478 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4546708.500000 Penalty: 5203.134277
	Iteration 16Q: 3 clusters Score -4546708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4546821.500000 Penalty: 5203.134277
	Iteration 17Q: 3 clusters Score -4546822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4546896.500000 Penalty: 5203.134277
	Iteration 18Q: 3 clusters Score -4546896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4546939.500000 Penalty: 5203.134277
	Iteration 19Q: 3 clusters Score -4546940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4546972.000000 Penalty: 5203.134277
	Iteration 20F: 3 clusters Score -4546972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4546992.000000 Penalty: 5203.134277
	Iteration 21Q: 3 clusters Score -4546992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4547010.000000 Penalty: 5203.134277
	Iteration 22Q: 3 clusters Score -4547010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4547015.000000 Penalty: 5203.134277
	Iteration 23Q: 3 clusters Score -4547015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4547025.500000 Penalty: 5203.134277
	Iteration 24Q: 3 clusters Score -4547026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4547045.500000 Penalty: 5203.134277
	Iteration 25Q: 3 clusters Score -4547046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4547052.000000 Penalty: 5203.134277
	Iteration 26Q: 3 clusters Score -4547052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4547071.500000 Penalty: 5203.134277
	Iteration 27Q: 3 clusters Score -4547072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4547077.000000 Penalty: 5203.134277
	Iteration 28Q: 3 clusters Score -4547077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4547083.000000 Penalty: 5203.134277
	Iteration 29Q: 3 clusters Score -4547083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4547089.500000 Penalty: 5203.134277
	Iteration 30Q: 3 clusters Score -4547090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4547097.500000 Penalty: 5203.134277
	Iteration 31Q: 3 clusters Score -4547098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4547094.000000 Penalty: 5203.134277
	Iteration 32Q: 3 clusters Score -4547094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4547095.500000 Penalty: 5203.134277
	Iteration 33Q: 3 clusters Score -4547096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4547097.500000 Penalty: 5203.134277
	Iteration 34Q: 3 clusters Score -4547098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4547097.000000 Penalty: 5203.134277
	Iteration 35Q: 3 clusters Score -4547097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4547099.500000 Penalty: 5203.134277
	Iteration 36Q: 3 clusters Score -4547100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4547099.500000 Penalty: 5203.134277
	Iteration 37F: 3 clusters Score -4547100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -542273.187500 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -542273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -538089.937500 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -538089.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -539101.062500 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -539101.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -539320.312500 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -539320.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -539510.687500 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -539510.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -539722.375000 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -539722.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -539979.875000 Penalty: 4171.717773
	Iteration 5F: 3 clusters Score -539979.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -540217.000000 Penalty: 4171.717773
	Iteration 6F: 3 clusters Score -540217 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -540415.750000 Penalty: 4171.717773
	Iteration 7F: 3 clusters Score -540415.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -540605.500000 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -540605.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -540786.687500 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -540786.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -540983.062500 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -540983.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -541217.875000 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -541217.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -541357.375000 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -541357.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -541455.750000 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -541455.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -541528.875000 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -541528.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -541593.625000 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -541593.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -541642.437500 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -541642.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -541691.937500 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -541691.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -541733.000000 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -541733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -541774.437500 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -541774.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -541825.687500 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -541825.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -541863.562500 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -541863.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -541893.125000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -541893.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -541916.437500 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -541916.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -541937.125000 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -541937.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -541952.687500 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -541952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -541960.375000 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -541960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -541966.437500 Penalty: 4171.717773
	Iteration 27Q: 3 clusters Score -541966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -541977.000000 Penalty: 4171.717773
	Iteration 28Q: 3 clusters Score -541977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -541990.937500 Penalty: 4171.717773
	Iteration 29Q: 3 clusters Score -541990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -542000.875000 Penalty: 4171.717773
	Iteration 30Q: 3 clusters Score -542000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -542005.625000 Penalty: 4171.717773
	Iteration 31Q: 3 clusters Score -542005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -542008.625000 Penalty: 4171.717773
	Iteration 32Q: 3 clusters Score -542008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -542010.437500 Penalty: 4171.717773
	Iteration 33Q: 3 clusters Score -542010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -542013.062500 Penalty: 4171.717773
	Iteration 34Q: 3 clusters Score -542013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -542013.375000 Penalty: 4171.717773
	Iteration 35Q: 3 clusters Score -542013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -542013.937500 Penalty: 4171.717773
	Iteration 36Q: 3 clusters Score -542013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -542015.687500 Penalty: 4171.717773
	Iteration 37Q: 3 clusters Score -542015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -542017.312500 Penalty: 4171.717773
	Iteration 38Q: 3 clusters Score -542017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -542017.312500 Penalty: 4171.717773
	Iteration 39F: 3 clusters Score -542017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -40858.863281 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -40858.86 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 192 members 
Entering Unmasked Estep 
Score: -39635.339844 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -39635.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39856.265625 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -39856.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39899.109375 Penalty: 2992.410889
	Iteration 2Q: 3 clusters Score -39899.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39907.871094 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -39907.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39919.917969 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -39919.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39922.058594 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -39922.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39930.539062 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -39930.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39933.027344 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -39933.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39938.421875 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -39938.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39952.886719 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -39952.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39953.707031 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -39953.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39955.328125 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -39955.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39956.105469 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -39956.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39957.527344 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -39957.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39957.527344 Penalty: 2992.410889
	Iteration 14F: 3 clusters Score -39957.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -862854.750000 Penalty: 2192.966064
	Iteration 0F: 2 clusters Score -862854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -857153.000000 Penalty: 4385.932129
	Iteration 0F: 3 clusters Score -857153 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -858644.687500 Penalty: 4385.932129
	Iteration 1F: 3 clusters Score -858644.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -858892.312500 Penalty: 4385.932129
	Iteration 2F: 3 clusters Score -858892.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -859050.562500 Penalty: 4385.932129
	Iteration 3Q: 3 clusters Score -859050.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -859180.625000 Penalty: 4385.932129
	Iteration 4Q: 3 clusters Score -859180.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -859299.375000 Penalty: 4385.932129
	Iteration 5Q: 3 clusters Score -859299.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -859429.437500 Penalty: 4385.932129
	Iteration 6Q: 3 clusters Score -859429.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -859556.375000 Penalty: 4385.932129
	Iteration 7Q: 3 clusters Score -859556.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -859697.687500 Penalty: 4385.932129
	Iteration 8Q: 3 clusters Score -859697.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -859826.312500 Penalty: 4385.932129
	Iteration 9Q: 3 clusters Score -859826.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -859938.937500 Penalty: 4385.932129
	Iteration 10Q: 3 clusters Score -859938.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -860072.625000 Penalty: 4385.932129
	Iteration 11Q: 3 clusters Score -860072.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -860201.875000 Penalty: 4385.932129
	Iteration 12Q: 3 clusters Score -860201.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -860340.500000 Penalty: 4385.932129
	Iteration 13Q: 3 clusters Score -860340.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -860469.062500 Penalty: 4385.932129
	Iteration 14Q: 3 clusters Score -860469.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -860566.187500 Penalty: 4385.932129
	Iteration 15Q: 3 clusters Score -860566.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -860647.937500 Penalty: 4385.932129
	Iteration 16Q: 3 clusters Score -860647.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -860712.687500 Penalty: 4385.932129
	Iteration 17Q: 3 clusters Score -860712.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -860774.437500 Penalty: 4385.932129
	Iteration 18Q: 3 clusters Score -860774.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -860830.250000 Penalty: 4385.932129
	Iteration 19Q: 3 clusters Score -860830.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -860886.312500 Penalty: 4385.932129
	Iteration 20F: 3 clusters Score -860886.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -860943.500000 Penalty: 4385.932129
	Iteration 21Q: 3 clusters Score -860943.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -861003.062500 Penalty: 4385.932129
	Iteration 22Q: 3 clusters Score -861003.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -861061.625000 Penalty: 4385.932129
	Iteration 23Q: 3 clusters Score -861061.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -861110.562500 Penalty: 4385.932129
	Iteration 24Q: 3 clusters Score -861110.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -861158.125000 Penalty: 4385.932129
	Iteration 25Q: 3 clusters Score -861158.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -861190.437500 Penalty: 4385.932129
	Iteration 26Q: 3 clusters Score -861190.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -861221.625000 Penalty: 4385.932129
	Iteration 27Q: 3 clusters Score -861221.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -861246.875000 Penalty: 4385.932129
	Iteration 28Q: 3 clusters Score -861246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -861268.937500 Penalty: 4385.932129
	Iteration 29Q: 3 clusters Score -861268.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -861286.062500 Penalty: 4385.932129
	Iteration 30Q: 3 clusters Score -861286.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -861305.687500 Penalty: 4385.932129
	Iteration 31Q: 3 clusters Score -861305.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -861313.250000 Penalty: 4385.932129
	Iteration 32Q: 3 clusters Score -861313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -861325.687500 Penalty: 4385.932129
	Iteration 33Q: 3 clusters Score -861325.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -861336.812500 Penalty: 4385.932129
	Iteration 34Q: 3 clusters Score -861336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -861348.312500 Penalty: 4385.932129
	Iteration 35Q: 3 clusters Score -861348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -861356.562500 Penalty: 4385.932129
	Iteration 36Q: 3 clusters Score -861356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -861362.125000 Penalty: 4385.932129
	Iteration 37Q: 3 clusters Score -861362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -861369.750000 Penalty: 4385.932129
	Iteration 38Q: 3 clusters Score -861369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -861376.875000 Penalty: 4385.932129
	Iteration 39Q: 3 clusters Score -861376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -861377.125000 Penalty: 4385.932129
	Iteration 40F: 3 clusters Score -861377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -861380.687500 Penalty: 4385.932129
	Iteration 41Q: 3 clusters Score -861380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -861380.250000 Penalty: 4385.932129
	Iteration 42Q: 3 clusters Score -861380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -861382.125000 Penalty: 4385.932129
	Iteration 43Q: 3 clusters Score -861382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -861383.812500 Penalty: 4385.932129
	Iteration 44Q: 3 clusters Score -861383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -861388.937500 Penalty: 4385.932129
	Iteration 45Q: 3 clusters Score -861388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -861391.875000 Penalty: 4385.932129
	Iteration 46Q: 3 clusters Score -861391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -861392.062500 Penalty: 4385.932129
	Iteration 47Q: 3 clusters Score -861392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -861390.500000 Penalty: 4385.932129
	Iteration 48Q: 3 clusters Score -861390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -861392.125000 Penalty: 4385.932129
	Iteration 49Q: 3 clusters Score -861392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -861392.312500 Penalty: 4385.932129
	Iteration 50Q: 3 clusters Score -861392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -861392.312500 Penalty: 4385.932129
	Iteration 51Q: 3 clusters Score -861392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -861392.312500 Penalty: 4385.932129
	Iteration 52F: 3 clusters Score -861392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -327639.000000 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -327639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -324603.437500 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -324603.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325205.750000 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -325205.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -325367.343750 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -325367.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -325430.843750 Penalty: 3913.914551
	Iteration 3Q: 3 clusters Score -325430.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -325472.156250 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -325472.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325500.062500 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -325500.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325515.468750 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -325515.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -325527.156250 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -325527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325538.656250 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -325538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325552.406250 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -325552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -325560.312500 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -325560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325567.468750 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -325567.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -325576.937500 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -325576.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -325594.968750 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -325595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -325606.531250 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -325606.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -325619.968750 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -325620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -325635.562500 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -325635.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -325653.843750 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -325653.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -325682.687500 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -325682.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -325711.093750 Penalty: 3913.914551
	Iteration 19Q: 3 clusters Score -325711.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -325742.187500 Penalty: 3913.914551
	Iteration 20F: 3 clusters Score -325742.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -325760.062500 Penalty: 3913.914551
	Iteration 21Q: 3 clusters Score -325760.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -325785.656250 Penalty: 3913.914551
	Iteration 22Q: 3 clusters Score -325785.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -325813.718750 Penalty: 3913.914551
	Iteration 23Q: 3 clusters Score -325813.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325843.593750 Penalty: 3913.914551
	Iteration 24Q: 3 clusters Score -325843.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -325873.687500 Penalty: 3913.914551
	Iteration 25Q: 3 clusters Score -325873.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325927.125000 Penalty: 3913.914551
	Iteration 26Q: 3 clusters Score -325927.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -326005.750000 Penalty: 3913.914551
	Iteration 27Q: 3 clusters Score -326005.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -326076.593750 Penalty: 3913.914551
	Iteration 28Q: 3 clusters Score -326076.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326167.843750 Penalty: 3913.914551
	Iteration 29Q: 3 clusters Score -326167.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -326233.312500 Penalty: 3913.914551
	Iteration 30Q: 3 clusters Score -326233.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -326286.312500 Penalty: 3913.914551
	Iteration 31Q: 3 clusters Score -326286.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -326330.156250 Penalty: 3913.914551
	Iteration 32Q: 3 clusters Score -326330.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -326356.343750 Penalty: 3913.914551
	Iteration 33Q: 3 clusters Score -326356.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -326388.812500 Penalty: 3913.914551
	Iteration 34Q: 3 clusters Score -326388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -326416.000000 Penalty: 3913.914551
	Iteration 35Q: 3 clusters Score -326416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -326437.156250 Penalty: 3913.914551
	Iteration 36Q: 3 clusters Score -326437.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326454.156250 Penalty: 3913.914551
	Iteration 37Q: 3 clusters Score -326454.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -326462.906250 Penalty: 3913.914551
	Iteration 38Q: 3 clusters Score -326462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -326467.156250 Penalty: 3913.914551
	Iteration 39Q: 3 clusters Score -326467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -326470.250000 Penalty: 3913.914551
	Iteration 40F: 3 clusters Score -326470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -326473.250000 Penalty: 3913.914551
	Iteration 41Q: 3 clusters Score -326473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -326474.562500 Penalty: 3913.914551
	Iteration 42Q: 3 clusters Score -326474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -326476.156250 Penalty: 3913.914551
	Iteration 43Q: 3 clusters Score -326476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -326476.156250 Penalty: 3913.914551
	Iteration 44F: 3 clusters Score -326476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -332008.781250 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -332008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -328933.718750 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -328933.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -329663.500000 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -329663.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -329919.812500 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -329919.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -330113.531250 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -330113.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330295.406250 Penalty: 3930.160400
	Iteration 4F: 3 clusters Score -330295.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -330453.093750 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -330453.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330579.781250 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -330579.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -330684.625000 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -330684.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330760.750000 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -330760.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -330816.062500 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -330816.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -330848.468750 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -330848.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -330870.812500 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -330870.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -330883.750000 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -330883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -330889.843750 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -330889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -330894.500000 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -330894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -330898.687500 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -330898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -330900.531250 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -330900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -330900.562500 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -330900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -330900.562500 Penalty: 3930.160400
	Iteration 18F: 3 clusters Score -330900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -550228.187500 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -550228.2 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 2247 members 
Entering Unmasked Estep 
Score: -546010.250000 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -546010.2 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547038.187500 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -547038.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -547243.125000 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -547243.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -547387.875000 Penalty: 4178.838379
	Iteration 3Q: 3 clusters Score -547387.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -547517.312500 Penalty: 4178.838379
	Iteration 4Q: 3 clusters Score -547517.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -547632.937500 Penalty: 4178.838379
	Iteration 5Q: 3 clusters Score -547632.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -547732.125000 Penalty: 4178.838379
	Iteration 6Q: 3 clusters Score -547732.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -547824.187500 Penalty: 4178.838379
	Iteration 7Q: 3 clusters Score -547824.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -547909.562500 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -547909.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -547986.750000 Penalty: 4178.838379
	Iteration 9Q: 3 clusters Score -547986.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -548082.875000 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -548082.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -548213.000000 Penalty: 4178.838379
	Iteration 11Q: 3 clusters Score -548213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -548364.937500 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -548364.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -548526.875000 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -548526.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -548720.500000 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -548720.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -548920.062500 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -548920.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -549099.687500 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -549099.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -549228.937500 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -549228.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -549304.312500 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -549304.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -549347.812500 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -549347.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -549401.625000 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -549401.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -549436.750000 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -549436.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -549461.500000 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -549461.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -549486.500000 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -549486.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -549502.750000 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -549502.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -549511.375000 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -549511.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -549519.562500 Penalty: 4178.838379
	Iteration 26Q: 3 clusters Score -549519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -549522.062500 Penalty: 4178.838379
	Iteration 27Q: 3 clusters Score -549522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -549525.312500 Penalty: 4178.838379
	Iteration 28Q: 3 clusters Score -549525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -549527.687500 Penalty: 4178.838379
	Iteration 29Q: 3 clusters Score -549527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -549529.562500 Penalty: 4178.838379
	Iteration 30Q: 3 clusters Score -549529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -549531.062500 Penalty: 4178.838379
	Iteration 31Q: 3 clusters Score -549531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -549531.875000 Penalty: 4178.838379
	Iteration 32Q: 3 clusters Score -549531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -549532.187500 Penalty: 4178.838379
	Iteration 33Q: 3 clusters Score -549532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -549532.687500 Penalty: 4178.838379
	Iteration 34Q: 3 clusters Score -549532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -549533.062500 Penalty: 4178.838379
	Iteration 35Q: 3 clusters Score -549533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -549533.062500 Penalty: 4178.838379
	Iteration 36F: 3 clusters Score -549533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -486046.593750 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -486046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -482089.718750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -482089.7 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -483061.000000 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -483061 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -483304.875000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -483304.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -483461.093750 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -483461.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -483615.343750 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -483615.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -483765.593750 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -483765.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -483951.718750 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -483951.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -484158.250000 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -484158.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -484412.218750 Penalty: 4120.132324
	Iteration 8F: 3 clusters Score -484412.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -484637.656250 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -484637.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -484783.437500 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -484783.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -484884.781250 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -484884.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -484947.968750 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -484948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -484982.781250 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -484982.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -485007.093750 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -485007.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -485019.750000 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -485019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -485027.750000 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -485027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -485031.312500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -485031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -485036.593750 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -485036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -485042.312500 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -485042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -485046.000000 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -485046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -485049.500000 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -485049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -485054.062500 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -485054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -485057.125000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -485057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -485058.281250 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -485058.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -485059.687500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -485059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -485060.000000 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -485060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -485059.375000 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -485059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -485059.375000 Penalty: 4120.132324
	Iteration 28F: 3 clusters Score -485059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1001602.937500 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1001603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -995209.000000 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -995209 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -996923.625000 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -996923.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -997186.562500 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -997186.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -997382.937500 Penalty: 4460.247070
	Iteration 3Q: 3 clusters Score -997382.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -997529.750000 Penalty: 4460.247070
	Iteration 4Q: 3 clusters Score -997529.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -997658.937500 Penalty: 4460.247070
	Iteration 5Q: 3 clusters Score -997658.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -997776.187500 Penalty: 4460.247070
	Iteration 6Q: 3 clusters Score -997776.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -997892.125000 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -997892.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -997997.312500 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -997997.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -998085.437500 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -998085.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -998173.500000 Penalty: 4460.247070
	Iteration 10Q: 3 clusters Score -998173.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -998252.375000 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -998252.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -998324.437500 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -998324.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -998416.687500 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -998416.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -998517.625000 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -998517.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -998627.875000 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -998627.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -998735.062500 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -998735.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -998841.500000 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -998841.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -998926.812500 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -998926.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -999016.687500 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -999016.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -999107.312500 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -999107.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -999202.562500 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -999202.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -999295.500000 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -999295.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -999373.250000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -999373.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -999421.812500 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -999421.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -999466.500000 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -999466.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -999510.937500 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -999510.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -999556.062500 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -999556.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -999594.000000 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -999594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -999631.750000 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -999631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -999671.187500 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -999671.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -999702.000000 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -999702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -999730.437500 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -999730.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -999745.125000 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -999745.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -999762.187500 Penalty: 4460.247070
	Iteration 34Q: 3 clusters Score -999762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -999772.000000 Penalty: 4460.247070
	Iteration 35Q: 3 clusters Score -999772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -999784.062500 Penalty: 4460.247070
	Iteration 36Q: 3 clusters Score -999784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -999793.562500 Penalty: 4460.247070
	Iteration 37Q: 3 clusters Score -999793.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -999807.625000 Penalty: 4460.247070
	Iteration 38Q: 3 clusters Score -999807.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -999824.437500 Penalty: 4460.247070
	Iteration 39Q: 3 clusters Score -999824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -999845.000000 Penalty: 4460.247070
	Iteration 40F: 3 clusters Score -999845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -999862.312500 Penalty: 4460.247070
	Iteration 41Q: 3 clusters Score -999862.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -999875.875000 Penalty: 4460.247070
	Iteration 42Q: 3 clusters Score -999875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -999882.937500 Penalty: 4460.247070
	Iteration 43Q: 3 clusters Score -999882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -999889.062500 Penalty: 4460.247070
	Iteration 44Q: 3 clusters Score -999889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -999893.625000 Penalty: 4460.247070
	Iteration 45Q: 3 clusters Score -999893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -999893.500000 Penalty: 4460.247070
	Iteration 46Q: 3 clusters Score -999893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -999894.312500 Penalty: 4460.247070
	Iteration 47Q: 3 clusters Score -999894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -999896.687500 Penalty: 4460.247070
	Iteration 48Q: 3 clusters Score -999896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -999899.312500 Penalty: 4460.247070
	Iteration 49Q: 3 clusters Score -999899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -999899.812500 Penalty: 4460.247070
	Iteration 50Q: 3 clusters Score -999899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -999899.500000 Penalty: 4460.247070
	Iteration 51Q: 3 clusters Score -999899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -999900.437500 Penalty: 4460.247070
	Iteration 52Q: 3 clusters Score -999900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -999900.500000 Penalty: 4460.247070
	Iteration 53Q: 3 clusters Score -999900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -999900.500000 Penalty: 4460.247070
	Iteration 54F: 3 clusters Score -999900.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -104699.554688 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -104699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103029.539062 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -103029.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103278.132812 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -103278.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103418.000000 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -103418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103538.179688 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -103538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103646.390625 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -103646.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103762.570312 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -103762.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103853.859375 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -103853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103888.703125 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -103888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103898.968750 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -103899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103918.132812 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -103918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103926.289062 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -103926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103933.828125 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -103933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103941.250000 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -103941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103941.195312 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -103941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103947.140625 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -103947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103953.992188 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -103954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103951.382812 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -103951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103962.070312 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -103962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103958.750000 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -103958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103963.625000 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -103963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103963.625000 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -103963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -593358.375000 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -593358.4 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 2640 members 
Entering Unmasked Estep 
Score: -588607.187500 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -588607.2 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -589775.375000 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -589775.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -590215.125000 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -590215.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -590695.625000 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -590695.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -591152.500000 Penalty: 4252.586426
	Iteration 4F: 3 clusters Score -591152.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -591579.625000 Penalty: 4252.586426
	Iteration 5F: 3 clusters Score -591579.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -591904.500000 Penalty: 4252.586426
	Iteration 6F: 3 clusters Score -591904.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -592156.625000 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -592156.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -592329.375000 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -592329.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -592491.687500 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -592491.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -592622.812500 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -592622.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -592695.937500 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -592695.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -592738.000000 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -592738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -592770.687500 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -592770.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -592800.687500 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -592800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -592829.187500 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -592829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -592851.500000 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -592851.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -592879.437500 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -592879.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -592896.250000 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -592896.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -592908.187500 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -592908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -592915.687500 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -592915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -592919.000000 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -592919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -592920.312500 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -592920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -592919.562500 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -592919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -592921.687500 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -592921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -592921.375000 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -592921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -592925.562500 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -592925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -592928.750000 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -592928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -592933.125000 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -592933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -592933.250000 Penalty: 4252.586426
	Iteration 29Q: 3 clusters Score -592933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -592934.250000 Penalty: 4252.586426
	Iteration 30Q: 3 clusters Score -592934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -592934.250000 Penalty: 4252.586426
	Iteration 31F: 3 clusters Score -592934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -118822.570312 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -118822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116892.023438 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -116892 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117172.523438 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -117172.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117275.890625 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -117275.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117317.921875 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -117317.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117351.546875 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -117351.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117371.226562 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -117371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117382.960938 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -117383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117397.929688 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -117397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117402.765625 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -117402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117405.179688 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -117405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117407.382812 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -117407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117410.601562 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -117410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117412.945312 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -117412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117414.492188 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -117414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117417.437500 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -117417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117417.437500 Penalty: 3417.237305
	Iteration 15F: 3 clusters Score -117417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -255203.718750 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -255203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -252361.218750 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -252361.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -253022.109375 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -253022.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -253368.828125 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -253368.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -253615.562500 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -253615.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -253767.437500 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -253767.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -253867.468750 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -253867.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -253962.890625 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -253962.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -254028.656250 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -254028.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -254061.937500 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -254061.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -254092.671875 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -254092.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -254110.156250 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -254110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254122.859375 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -254122.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254132.703125 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -254132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -254147.437500 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -254147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -254154.859375 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -254154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -254162.843750 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -254162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -254167.421875 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -254167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -254172.546875 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -254172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -254175.296875 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -254175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -254175.296875 Penalty: 3862.541504
	Iteration 19F: 3 clusters Score -254175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -1078331.250000 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -1078331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1071334.000000 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -1071334 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1073405.625000 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -1073406 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1073743.375000 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -1073743 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1073996.625000 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -1073997 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1074256.750000 Penalty: 4506.499023
	Iteration 4Q: 3 clusters Score -1074257 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1074581.875000 Penalty: 4506.499023
	Iteration 5Q: 3 clusters Score -1074582 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1074916.875000 Penalty: 4506.499023
	Iteration 6F: 3 clusters Score -1074917 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1075235.250000 Penalty: 4506.499023
	Iteration 7Q: 3 clusters Score -1075235 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1075509.250000 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -1075509 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1075736.750000 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -1075737 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1075930.125000 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -1075930 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1076101.500000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -1076102 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1076230.000000 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -1076230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1076318.875000 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -1076319 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1076390.625000 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -1076391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1076431.500000 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -1076432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1076462.625000 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -1076463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1076491.750000 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -1076492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1076510.625000 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -1076511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1076540.125000 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -1076540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1076557.375000 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -1076557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1076572.375000 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -1076572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1076584.625000 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -1076585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1076600.000000 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -1076600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1076608.250000 Penalty: 4506.499023
	Iteration 24Q: 3 clusters Score -1076608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1076620.375000 Penalty: 4506.499023
	Iteration 25Q: 3 clusters Score -1076620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1076624.875000 Penalty: 4506.499023
	Iteration 26Q: 3 clusters Score -1076625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1076633.750000 Penalty: 4506.499023
	Iteration 27Q: 3 clusters Score -1076634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1076635.875000 Penalty: 4506.499023
	Iteration 28Q: 3 clusters Score -1076636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1076645.500000 Penalty: 4506.499023
	Iteration 29Q: 3 clusters Score -1076646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1076658.625000 Penalty: 4506.499023
	Iteration 30Q: 3 clusters Score -1076659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1076668.500000 Penalty: 4506.499023
	Iteration 31Q: 3 clusters Score -1076668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1076679.625000 Penalty: 4506.499023
	Iteration 32Q: 3 clusters Score -1076680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1076688.500000 Penalty: 4506.499023
	Iteration 33Q: 3 clusters Score -1076688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1076700.000000 Penalty: 4506.499023
	Iteration 34Q: 3 clusters Score -1076700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1076708.750000 Penalty: 4506.499023
	Iteration 35Q: 3 clusters Score -1076709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1076714.750000 Penalty: 4506.499023
	Iteration 36Q: 3 clusters Score -1076715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1076722.375000 Penalty: 4506.499023
	Iteration 37Q: 3 clusters Score -1076722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1076728.000000 Penalty: 4506.499023
	Iteration 38Q: 3 clusters Score -1076728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1076731.125000 Penalty: 4506.499023
	Iteration 39Q: 3 clusters Score -1076731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1076738.000000 Penalty: 4506.499023
	Iteration 40F: 3 clusters Score -1076738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1076741.625000 Penalty: 4506.499023
	Iteration 41Q: 3 clusters Score -1076742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1076743.125000 Penalty: 4506.499023
	Iteration 42Q: 3 clusters Score -1076743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1076745.500000 Penalty: 4506.499023
	Iteration 43Q: 3 clusters Score -1076746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1076745.375000 Penalty: 4506.499023
	Iteration 44Q: 3 clusters Score -1076745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1076747.625000 Penalty: 4506.499023
	Iteration 45Q: 3 clusters Score -1076748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1076746.625000 Penalty: 4506.499023
	Iteration 46Q: 3 clusters Score -1076747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1076747.250000 Penalty: 4506.499023
	Iteration 47Q: 3 clusters Score -1076747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1076747.250000 Penalty: 4506.499023
	Iteration 48F: 3 clusters Score -1076747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -219507.515625 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -219507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -216826.125000 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -216826.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -217648.234375 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -217648.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -217921.812500 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -217921.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -218066.562500 Penalty: 3810.968018
	Iteration 3F: 3 clusters Score -218066.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -218178.796875 Penalty: 3810.968018
	Iteration 4Q: 3 clusters Score -218178.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -218243.203125 Penalty: 3810.968018
	Iteration 5Q: 3 clusters Score -218243.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -218285.546875 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -218285.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -218324.453125 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -218324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -218351.500000 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -218351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218369.000000 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -218369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -218387.656250 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -218387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -218402.625000 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -218402.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -218415.468750 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -218415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -218421.828125 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -218421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218426.203125 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -218426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -218430.281250 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -218430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218433.218750 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -218433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218434.984375 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -218435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -218434.796875 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -218434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -218435.625000 Penalty: 3810.968018
	Iteration 19Q: 3 clusters Score -218435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -218435.625000 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -218435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (10517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Entering Unmasked Estep 
Score: -1179882.500000 Penalty: 2296.665527
	Iteration 0F: 2 clusters Score -1179882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1171820.750000 Penalty: 4593.331055
	Iteration 0F: 3 clusters Score -1171821 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1174320.000000 Penalty: 4593.331055
	Iteration 1F: 3 clusters Score -1174320 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1174721.750000 Penalty: 4593.331055
	Iteration 2F: 3 clusters Score -1174722 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1175053.375000 Penalty: 4593.331055
	Iteration 3F: 3 clusters Score -1175053 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1175308.125000 Penalty: 4593.331055
	Iteration 4Q: 3 clusters Score -1175308 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1175572.625000 Penalty: 4593.331055
	Iteration 5Q: 3 clusters Score -1175573 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1175891.750000 Penalty: 4593.331055
	Iteration 6Q: 3 clusters Score -1175892 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1176169.750000 Penalty: 4593.331055
	Iteration 7Q: 3 clusters Score -1176170 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1176364.375000 Penalty: 4593.331055
	Iteration 8Q: 3 clusters Score -1176364 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1176541.500000 Penalty: 4593.331055
	Iteration 9Q: 3 clusters Score -1176542 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1176680.875000 Penalty: 4593.331055
	Iteration 10Q: 3 clusters Score -1176681 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1176791.000000 Penalty: 4593.331055
	Iteration 11Q: 3 clusters Score -1176791 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1176893.000000 Penalty: 4593.331055
	Iteration 12Q: 3 clusters Score -1176893 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1176977.750000 Penalty: 4593.331055
	Iteration 13Q: 3 clusters Score -1176978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1177039.250000 Penalty: 4593.331055
	Iteration 14Q: 3 clusters Score -1177039 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1177092.125000 Penalty: 4593.331055
	Iteration 15Q: 3 clusters Score -1177092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1177137.250000 Penalty: 4593.331055
	Iteration 16Q: 3 clusters Score -1177137 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1177176.375000 Penalty: 4593.331055
	Iteration 17Q: 3 clusters Score -1177176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1177215.625000 Penalty: 4593.331055
	Iteration 18Q: 3 clusters Score -1177216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1177249.375000 Penalty: 4593.331055
	Iteration 19Q: 3 clusters Score -1177249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1177284.750000 Penalty: 4593.331055
	Iteration 20F: 3 clusters Score -1177285 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1177323.625000 Penalty: 4593.331055
	Iteration 21Q: 3 clusters Score -1177324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1177346.750000 Penalty: 4593.331055
	Iteration 22Q: 3 clusters Score -1177347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1177370.125000 Penalty: 4593.331055
	Iteration 23Q: 3 clusters Score -1177370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1177389.625000 Penalty: 4593.331055
	Iteration 24Q: 3 clusters Score -1177390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1177404.750000 Penalty: 4593.331055
	Iteration 25Q: 3 clusters Score -1177405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1177425.750000 Penalty: 4593.331055
	Iteration 26Q: 3 clusters Score -1177426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1177441.750000 Penalty: 4593.331055
	Iteration 27Q: 3 clusters Score -1177442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1177448.875000 Penalty: 4593.331055
	Iteration 28Q: 3 clusters Score -1177449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1177459.375000 Penalty: 4593.331055
	Iteration 29Q: 3 clusters Score -1177459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1177466.000000 Penalty: 4593.331055
	Iteration 30Q: 3 clusters Score -1177466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1177478.875000 Penalty: 4593.331055
	Iteration 31Q: 3 clusters Score -1177479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1177485.625000 Penalty: 4593.331055
	Iteration 32Q: 3 clusters Score -1177486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1177491.375000 Penalty: 4593.331055
	Iteration 33Q: 3 clusters Score -1177491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1177500.000000 Penalty: 4593.331055
	Iteration 34Q: 3 clusters Score -1177500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1177504.000000 Penalty: 4593.331055
	Iteration 35Q: 3 clusters Score -1177504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1177507.625000 Penalty: 4593.331055
	Iteration 36Q: 3 clusters Score -1177508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1177510.375000 Penalty: 4593.331055
	Iteration 37Q: 3 clusters Score -1177510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1177514.375000 Penalty: 4593.331055
	Iteration 38Q: 3 clusters Score -1177514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1177516.250000 Penalty: 4593.331055
	Iteration 39Q: 3 clusters Score -1177516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1177518.000000 Penalty: 4593.331055
	Iteration 40F: 3 clusters Score -1177518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1177522.375000 Penalty: 4593.331055
	Iteration 41Q: 3 clusters Score -1177522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1177522.000000 Penalty: 4593.331055
	Iteration 42Q: 3 clusters Score -1177522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1177528.500000 Penalty: 4593.331055
	Iteration 43Q: 3 clusters Score -1177528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1177530.000000 Penalty: 4593.331055
	Iteration 44Q: 3 clusters Score -1177530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1177530.500000 Penalty: 4593.331055
	Iteration 45Q: 3 clusters Score -1177530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1177535.250000 Penalty: 4593.331055
	Iteration 46Q: 3 clusters Score -1177535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1177534.625000 Penalty: 4593.331055
	Iteration 47Q: 3 clusters Score -1177535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1177539.750000 Penalty: 4593.331055
	Iteration 48Q: 3 clusters Score -1177540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1177547.750000 Penalty: 4593.331055
	Iteration 49Q: 3 clusters Score -1177548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1177549.625000 Penalty: 4593.331055
	Iteration 50Q: 3 clusters Score -1177550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1177550.625000 Penalty: 4593.331055
	Iteration 51Q: 3 clusters Score -1177551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1177556.250000 Penalty: 4593.331055
	Iteration 52Q: 3 clusters Score -1177556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1177554.625000 Penalty: 4593.331055
	Iteration 53Q: 3 clusters Score -1177555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1177554.500000 Penalty: 4593.331055
	Iteration 54Q: 3 clusters Score -1177554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1177562.875000 Penalty: 4593.331055
	Iteration 55Q: 3 clusters Score -1177563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1177561.375000 Penalty: 4593.331055
	Iteration 56Q: 3 clusters Score -1177561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1177561.375000 Penalty: 4593.331055
	Iteration 57Q: 3 clusters Score -1177561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1177560.250000 Penalty: 4593.331055
	Iteration 58Q: 3 clusters Score -1177560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1177561.375000 Penalty: 4593.331055
	Iteration 59Q: 3 clusters Score -1177561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1177560.750000 Penalty: 4593.331055
	Iteration 60F: 3 clusters Score -1177561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1177562.000000 Penalty: 4593.331055
	Iteration 61Q: 3 clusters Score -1177562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1177562.000000 Penalty: 4593.331055
	Iteration 62Q: 3 clusters Score -1177562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1177563.375000 Penalty: 4593.331055
	Iteration 63Q: 3 clusters Score -1177563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1177563.375000 Penalty: 4593.331055
	Iteration 64F: 3 clusters Score -1177563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Entering Unmasked Estep 
Score: -3372352.000000 Penalty: 2530.260986
	Iteration 0F: 2 clusters Score -3372352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3353827.000000 Penalty: 5060.521973
	Iteration 0F: 3 clusters Score -3353827 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3360490.000000 Penalty: 5060.521973
	Iteration 1F: 3 clusters Score -3360490 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3361053.750000 Penalty: 5060.521973
	Iteration 2F: 3 clusters Score -3361054 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3361533.500000 Penalty: 5060.521973
	Iteration 3Q: 3 clusters Score -3361534 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3361935.250000 Penalty: 5060.521973
	Iteration 4Q: 3 clusters Score -3361935 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3362345.250000 Penalty: 5060.521973
	Iteration 5Q: 3 clusters Score -3362345 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3362717.750000 Penalty: 5060.521973
	Iteration 6Q: 3 clusters Score -3362718 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3363099.250000 Penalty: 5060.521973
	Iteration 7Q: 3 clusters Score -3363099 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3363474.000000 Penalty: 5060.521973
	Iteration 8Q: 3 clusters Score -3363474 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3363896.750000 Penalty: 5060.521973
	Iteration 9Q: 3 clusters Score -3363897 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3364391.000000 Penalty: 5060.521973
	Iteration 10Q: 3 clusters Score -3364391 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3364942.250000 Penalty: 5060.521973
	Iteration 11Q: 3 clusters Score -3364942 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3365532.000000 Penalty: 5060.521973
	Iteration 12Q: 3 clusters Score -3365532 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3366040.000000 Penalty: 5060.521973
	Iteration 13Q: 3 clusters Score -3366040 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3366384.000000 Penalty: 5060.521973
	Iteration 14Q: 3 clusters Score -3366384 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3366529.750000 Penalty: 5060.521973
	Iteration 15Q: 3 clusters Score -3366530 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3366626.750000 Penalty: 5060.521973
	Iteration 16Q: 3 clusters Score -3366627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3366673.750000 Penalty: 5060.521973
	Iteration 17Q: 3 clusters Score -3366674 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3366695.500000 Penalty: 5060.521973
	Iteration 18Q: 3 clusters Score -3366696 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3366718.250000 Penalty: 5060.521973
	Iteration 19Q: 3 clusters Score -3366718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3366745.000000 Penalty: 5060.521973
	Iteration 20F: 3 clusters Score -3366745 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3366762.750000 Penalty: 5060.521973
	Iteration 21Q: 3 clusters Score -3366763 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3366781.250000 Penalty: 5060.521973
	Iteration 22Q: 3 clusters Score -3366781 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3366811.750000 Penalty: 5060.521973
	Iteration 23Q: 3 clusters Score -3366812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3366841.500000 Penalty: 5060.521973
	Iteration 24Q: 3 clusters Score -3366842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3366880.500000 Penalty: 5060.521973
	Iteration 25Q: 3 clusters Score -3366880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3366896.250000 Penalty: 5060.521973
	Iteration 26Q: 3 clusters Score -3366896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3366910.000000 Penalty: 5060.521973
	Iteration 27Q: 3 clusters Score -3366910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3366911.750000 Penalty: 5060.521973
	Iteration 28Q: 3 clusters Score -3366912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3366925.000000 Penalty: 5060.521973
	Iteration 29Q: 3 clusters Score -3366925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3366929.750000 Penalty: 5060.521973
	Iteration 30Q: 3 clusters Score -3366930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3366941.750000 Penalty: 5060.521973
	Iteration 31Q: 3 clusters Score -3366942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3366947.000000 Penalty: 5060.521973
	Iteration 32Q: 3 clusters Score -3366947 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3366962.500000 Penalty: 5060.521973
	Iteration 33Q: 3 clusters Score -3366962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3366980.750000 Penalty: 5060.521973
	Iteration 34Q: 3 clusters Score -3366981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3366997.250000 Penalty: 5060.521973
	Iteration 35Q: 3 clusters Score -3366997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3367007.750000 Penalty: 5060.521973
	Iteration 36Q: 3 clusters Score -3367008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3367003.250000 Penalty: 5060.521973
	Iteration 37Q: 3 clusters Score -3367003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3367021.500000 Penalty: 5060.521973
	Iteration 38Q: 3 clusters Score -3367022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3367037.000000 Penalty: 5060.521973
	Iteration 39Q: 3 clusters Score -3367037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3367037.500000 Penalty: 5060.521973
	Iteration 40F: 3 clusters Score -3367038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3367040.750000 Penalty: 5060.521973
	Iteration 41Q: 3 clusters Score -3367041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3367055.000000 Penalty: 5060.521973
	Iteration 42Q: 3 clusters Score -3367055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3367056.250000 Penalty: 5060.521973
	Iteration 43Q: 3 clusters Score -3367056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3367058.250000 Penalty: 5060.521973
	Iteration 44Q: 3 clusters Score -3367058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3367068.000000 Penalty: 5060.521973
	Iteration 45Q: 3 clusters Score -3367068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3367071.250000 Penalty: 5060.521973
	Iteration 46Q: 3 clusters Score -3367071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3367076.000000 Penalty: 5060.521973
	Iteration 47Q: 3 clusters Score -3367076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3367073.500000 Penalty: 5060.521973
	Iteration 48Q: 3 clusters Score -3367074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3367088.250000 Penalty: 5060.521973
	Iteration 49Q: 3 clusters Score -3367088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3367086.750000 Penalty: 5060.521973
	Iteration 50Q: 3 clusters Score -3367087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3367085.750000 Penalty: 5060.521973
	Iteration 51Q: 3 clusters Score -3367086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3367089.500000 Penalty: 5060.521973
	Iteration 52Q: 3 clusters Score -3367090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3367095.750000 Penalty: 5060.521973
	Iteration 53Q: 3 clusters Score -3367096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3367089.750000 Penalty: 5060.521973
	Iteration 54Q: 3 clusters Score -3367090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3367093.000000 Penalty: 5060.521973
	Iteration 55Q: 3 clusters Score -3367093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3367092.750000 Penalty: 5060.521973
	Iteration 56Q: 3 clusters Score -3367093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3367102.000000 Penalty: 5060.521973
	Iteration 57Q: 3 clusters Score -3367102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3367114.750000 Penalty: 5060.521973
	Iteration 58Q: 3 clusters Score -3367115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3367116.500000 Penalty: 5060.521973
	Iteration 59Q: 3 clusters Score -3367116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3367110.750000 Penalty: 5060.521973
	Iteration 60F: 3 clusters Score -3367111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3367107.500000 Penalty: 5060.521973
	Iteration 61Q: 3 clusters Score -3367108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3367110.000000 Penalty: 5060.521973
	Iteration 62Q: 3 clusters Score -3367110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3367105.500000 Penalty: 5060.521973
	Iteration 63Q: 3 clusters Score -3367106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3367108.500000 Penalty: 5060.521973
	Iteration 64Q: 3 clusters Score -3367108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3367112.750000 Penalty: 5060.521973
	Iteration 65Q: 3 clusters Score -3367113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3367118.750000 Penalty: 5060.521973
	Iteration 66Q: 3 clusters Score -3367119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3367123.250000 Penalty: 5060.521973
	Iteration 67Q: 3 clusters Score -3367123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3367124.500000 Penalty: 5060.521973
	Iteration 68Q: 3 clusters Score -3367124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3367135.500000 Penalty: 5060.521973
	Iteration 69Q: 3 clusters Score -3367136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3367141.750000 Penalty: 5060.521973
	Iteration 70Q: 3 clusters Score -3367142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3367149.250000 Penalty: 5060.521973
	Iteration 71Q: 3 clusters Score -3367149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3367156.500000 Penalty: 5060.521973
	Iteration 72Q: 3 clusters Score -3367156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3367166.250000 Penalty: 5060.521973
	Iteration 73Q: 3 clusters Score -3367166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3367176.000000 Penalty: 5060.521973
	Iteration 74Q: 3 clusters Score -3367176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3367186.250000 Penalty: 5060.521973
	Iteration 75Q: 3 clusters Score -3367186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3367185.500000 Penalty: 5060.521973
	Iteration 76Q: 3 clusters Score -3367186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3367192.500000 Penalty: 5060.521973
	Iteration 77Q: 3 clusters Score -3367192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3367205.500000 Penalty: 5060.521973
	Iteration 78Q: 3 clusters Score -3367206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3367224.500000 Penalty: 5060.521973
	Iteration 79Q: 3 clusters Score -3367224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3367236.000000 Penalty: 5060.521973
	Iteration 80F: 3 clusters Score -3367236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3367229.000000 Penalty: 5060.521973
	Iteration 81Q: 3 clusters Score -3367229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3367245.250000 Penalty: 5060.521973
	Iteration 82Q: 3 clusters Score -3367245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3367251.000000 Penalty: 5060.521973
	Iteration 83Q: 3 clusters Score -3367251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3367245.500000 Penalty: 5060.521973
	Iteration 84Q: 3 clusters Score -3367246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3367255.000000 Penalty: 5060.521973
	Iteration 85Q: 3 clusters Score -3367255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3367250.500000 Penalty: 5060.521973
	Iteration 86Q: 3 clusters Score -3367250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3367248.750000 Penalty: 5060.521973
	Iteration 87Q: 3 clusters Score -3367249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3367250.500000 Penalty: 5060.521973
	Iteration 88Q: 3 clusters Score -3367250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3367266.250000 Penalty: 5060.521973
	Iteration 89Q: 3 clusters Score -3367266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3367258.250000 Penalty: 5060.521973
	Iteration 90Q: 3 clusters Score -3367258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3367250.750000 Penalty: 5060.521973
	Iteration 91Q: 3 clusters Score -3367251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3367260.000000 Penalty: 5060.521973
	Iteration 92Q: 3 clusters Score -3367260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3367257.500000 Penalty: 5060.521973
	Iteration 93Q: 3 clusters Score -3367258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3367261.500000 Penalty: 5060.521973
	Iteration 94Q: 3 clusters Score -3367262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3367268.750000 Penalty: 5060.521973
	Iteration 95Q: 3 clusters Score -3367269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3367269.750000 Penalty: 5060.521973
	Iteration 96Q: 3 clusters Score -3367270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3367283.000000 Penalty: 5060.521973
	Iteration 97Q: 3 clusters Score -3367283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3367278.500000 Penalty: 5060.521973
	Iteration 98Q: 3 clusters Score -3367278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3367282.750000 Penalty: 5060.521973
	Iteration 99Q: 3 clusters Score -3367283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3367287.750000 Penalty: 5060.521973
	Iteration 100F: 3 clusters Score -3367288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3367290.750000 Penalty: 5060.521973
	Iteration 101Q: 3 clusters Score -3367291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3367300.000000 Penalty: 5060.521973
	Iteration 102Q: 3 clusters Score -3367300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3367304.500000 Penalty: 5060.521973
	Iteration 103Q: 3 clusters Score -3367304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3367315.000000 Penalty: 5060.521973
	Iteration 104Q: 3 clusters Score -3367315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3367326.750000 Penalty: 5060.521973
	Iteration 105Q: 3 clusters Score -3367327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3367336.500000 Penalty: 5060.521973
	Iteration 106Q: 3 clusters Score -3367336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3367350.250000 Penalty: 5060.521973
	Iteration 107Q: 3 clusters Score -3367350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3367364.750000 Penalty: 5060.521973
	Iteration 108Q: 3 clusters Score -3367365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3367376.500000 Penalty: 5060.521973
	Iteration 109Q: 3 clusters Score -3367376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3367387.000000 Penalty: 5060.521973
	Iteration 110Q: 3 clusters Score -3367387 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3367392.500000 Penalty: 5060.521973
	Iteration 111Q: 3 clusters Score -3367392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3367397.000000 Penalty: 5060.521973
	Iteration 112Q: 3 clusters Score -3367397 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3367411.750000 Penalty: 5060.521973
	Iteration 113Q: 3 clusters Score -3367412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3367430.750000 Penalty: 5060.521973
	Iteration 114Q: 3 clusters Score -3367431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3367449.500000 Penalty: 5060.521973
	Iteration 115Q: 3 clusters Score -3367450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3367445.750000 Penalty: 5060.521973
	Iteration 116Q: 3 clusters Score -3367446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3367466.500000 Penalty: 5060.521973
	Iteration 117Q: 3 clusters Score -3367466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3367497.250000 Penalty: 5060.521973
	Iteration 118Q: 3 clusters Score -3367497 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3367506.500000 Penalty: 5060.521973
	Iteration 119Q: 3 clusters Score -3367506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3367527.500000 Penalty: 5060.521973
	Iteration 120F: 3 clusters Score -3367528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3367548.000000 Penalty: 5060.521973
	Iteration 121Q: 3 clusters Score -3367548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3367566.500000 Penalty: 5060.521973
	Iteration 122Q: 3 clusters Score -3367566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3367600.000000 Penalty: 5060.521973
	Iteration 123Q: 3 clusters Score -3367600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3367621.000000 Penalty: 5060.521973
	Iteration 124Q: 3 clusters Score -3367621 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3367652.250000 Penalty: 5060.521973
	Iteration 125Q: 3 clusters Score -3367652 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3367671.250000 Penalty: 5060.521973
	Iteration 126Q: 3 clusters Score -3367671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3367698.000000 Penalty: 5060.521973
	Iteration 127Q: 3 clusters Score -3367698 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3367736.250000 Penalty: 5060.521973
	Iteration 128Q: 3 clusters Score -3367736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3367778.250000 Penalty: 5060.521973
	Iteration 129Q: 3 clusters Score -3367778 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3367802.250000 Penalty: 5060.521973
	Iteration 130Q: 3 clusters Score -3367802 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3367839.750000 Penalty: 5060.521973
	Iteration 131Q: 3 clusters Score -3367840 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3367863.750000 Penalty: 5060.521973
	Iteration 132Q: 3 clusters Score -3367864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3367895.750000 Penalty: 5060.521973
	Iteration 133Q: 3 clusters Score -3367896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3367938.250000 Penalty: 5060.521973
	Iteration 134Q: 3 clusters Score -3367938 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3367970.500000 Penalty: 5060.521973
	Iteration 135Q: 3 clusters Score -3367970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3368017.750000 Penalty: 5060.521973
	Iteration 136Q: 3 clusters Score -3368018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3368070.000000 Penalty: 5060.521973
	Iteration 137Q: 3 clusters Score -3368070 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3368106.250000 Penalty: 5060.521973
	Iteration 138Q: 3 clusters Score -3368106 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3368151.000000 Penalty: 5060.521973
	Iteration 139Q: 3 clusters Score -3368151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3368210.500000 Penalty: 5060.521973
	Iteration 140F: 3 clusters Score -3368210 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3368278.750000 Penalty: 5060.521973
	Iteration 141Q: 3 clusters Score -3368279 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3368339.250000 Penalty: 5060.521973
	Iteration 142Q: 3 clusters Score -3368339 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3368409.750000 Penalty: 5060.521973
	Iteration 143Q: 3 clusters Score -3368410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3368463.250000 Penalty: 5060.521973
	Iteration 144Q: 3 clusters Score -3368463 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3368541.250000 Penalty: 5060.521973
	Iteration 145Q: 3 clusters Score -3368541 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3368619.250000 Penalty: 5060.521973
	Iteration 146Q: 3 clusters Score -3368619 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3368690.250000 Penalty: 5060.521973
	Iteration 147Q: 3 clusters Score -3368690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3368753.500000 Penalty: 5060.521973
	Iteration 148Q: 3 clusters Score -3368754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3368835.000000 Penalty: 5060.521973
	Iteration 149Q: 3 clusters Score -3368835 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3368911.500000 Penalty: 5060.521973
	Iteration 150Q: 3 clusters Score -3368912 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3368967.750000 Penalty: 5060.521973
	Iteration 151Q: 3 clusters Score -3368968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3369050.750000 Penalty: 5060.521973
	Iteration 152Q: 3 clusters Score -3369051 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3369119.000000 Penalty: 5060.521973
	Iteration 153Q: 3 clusters Score -3369119 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3369203.750000 Penalty: 5060.521973
	Iteration 154Q: 3 clusters Score -3369204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3369269.500000 Penalty: 5060.521973
	Iteration 155Q: 3 clusters Score -3369270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3369325.750000 Penalty: 5060.521973
	Iteration 156Q: 3 clusters Score -3369326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3369381.500000 Penalty: 5060.521973
	Iteration 157Q: 3 clusters Score -3369382 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3369440.500000 Penalty: 5060.521973
	Iteration 158Q: 3 clusters Score -3369440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3369485.000000 Penalty: 5060.521973
	Iteration 159Q: 3 clusters Score -3369485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3369541.250000 Penalty: 5060.521973
	Iteration 160F: 3 clusters Score -3369541 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3369591.750000 Penalty: 5060.521973
	Iteration 161Q: 3 clusters Score -3369592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3369645.250000 Penalty: 5060.521973
	Iteration 162Q: 3 clusters Score -3369645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3369705.750000 Penalty: 5060.521973
	Iteration 163Q: 3 clusters Score -3369706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3369744.750000 Penalty: 5060.521973
	Iteration 164Q: 3 clusters Score -3369745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3369788.250000 Penalty: 5060.521973
	Iteration 165Q: 3 clusters Score -3369788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3369826.500000 Penalty: 5060.521973
	Iteration 166Q: 3 clusters Score -3369826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3369858.000000 Penalty: 5060.521973
	Iteration 167Q: 3 clusters Score -3369858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3369893.250000 Penalty: 5060.521973
	Iteration 168Q: 3 clusters Score -3369893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3369916.500000 Penalty: 5060.521973
	Iteration 169Q: 3 clusters Score -3369916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3369948.500000 Penalty: 5060.521973
	Iteration 170Q: 3 clusters Score -3369948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3369974.000000 Penalty: 5060.521973
	Iteration 171Q: 3 clusters Score -3369974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3369991.250000 Penalty: 5060.521973
	Iteration 172Q: 3 clusters Score -3369991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3370005.250000 Penalty: 5060.521973
	Iteration 173Q: 3 clusters Score -3370005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3370027.250000 Penalty: 5060.521973
	Iteration 174Q: 3 clusters Score -3370027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3370048.000000 Penalty: 5060.521973
	Iteration 175Q: 3 clusters Score -3370048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3370056.500000 Penalty: 5060.521973
	Iteration 176Q: 3 clusters Score -3370056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3370072.500000 Penalty: 5060.521973
	Iteration 177Q: 3 clusters Score -3370072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3370078.250000 Penalty: 5060.521973
	Iteration 178Q: 3 clusters Score -3370078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3370081.750000 Penalty: 5060.521973
	Iteration 179Q: 3 clusters Score -3370082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3370089.000000 Penalty: 5060.521973
	Iteration 180F: 3 clusters Score -3370089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3370095.500000 Penalty: 5060.521973
	Iteration 181Q: 3 clusters Score -3370096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3370099.000000 Penalty: 5060.521973
	Iteration 182Q: 3 clusters Score -3370099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3370105.250000 Penalty: 5060.521973
	Iteration 183Q: 3 clusters Score -3370105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3370104.500000 Penalty: 5060.521973
	Iteration 184Q: 3 clusters Score -3370104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3370104.500000 Penalty: 5060.521973
	Iteration 185F: 3 clusters Score -3370104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -738150.687500 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -738150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -733006.312500 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -733006.3 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -734339.687500 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -734339.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -734596.062500 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -734596.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -734828.375000 Penalty: 4318.090332
	Iteration 3F: 3 clusters Score -734828.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -735055.500000 Penalty: 4318.090332
	Iteration 4F: 3 clusters Score -735055.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -735290.312500 Penalty: 4318.090332
	Iteration 5Q: 3 clusters Score -735290.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -735550.062500 Penalty: 4318.090332
	Iteration 6F: 3 clusters Score -735550.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -735814.812500 Penalty: 4318.090332
	Iteration 7Q: 3 clusters Score -735814.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -736058.062500 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -736058.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -736269.187500 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -736269.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -736452.687500 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -736452.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -736595.750000 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -736595.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -736703.312500 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -736703.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -736770.625000 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -736770.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -736822.687500 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -736822.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -736850.250000 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -736850.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -736875.125000 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -736875.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -736889.062500 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -736889.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -736900.500000 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -736900.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -736905.687500 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -736905.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -736909.687500 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -736909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -736912.312500 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -736912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -736915.562500 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -736915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -736915.875000 Penalty: 4318.090332
	Iteration 23Q: 3 clusters Score -736915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -736917.125000 Penalty: 4318.090332
	Iteration 24Q: 3 clusters Score -736917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -736916.187500 Penalty: 4318.090332
	Iteration 25Q: 3 clusters Score -736916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -736916.187500 Penalty: 4318.090332
	Iteration 26F: 3 clusters Score -736916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -396146.437500 Penalty: 2002.898682
	Iteration 0F: 2 clusters Score -396146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392713.218750 Penalty: 4005.797363
	Iteration 0F: 3 clusters Score -392713.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -393404.781250 Penalty: 4005.797363
	Iteration 1F: 3 clusters Score -393404.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -393572.343750 Penalty: 4005.797363
	Iteration 2F: 3 clusters Score -393572.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -393672.125000 Penalty: 4005.797363
	Iteration 3Q: 3 clusters Score -393672.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -393740.875000 Penalty: 4005.797363
	Iteration 4Q: 3 clusters Score -393740.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -393787.968750 Penalty: 4005.797363
	Iteration 5Q: 3 clusters Score -393788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -393828.937500 Penalty: 4005.797363
	Iteration 6Q: 3 clusters Score -393828.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -393866.687500 Penalty: 4005.797363
	Iteration 7Q: 3 clusters Score -393866.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -393892.187500 Penalty: 4005.797363
	Iteration 8Q: 3 clusters Score -393892.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -393916.750000 Penalty: 4005.797363
	Iteration 9Q: 3 clusters Score -393916.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -393943.906250 Penalty: 4005.797363
	Iteration 10Q: 3 clusters Score -393943.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -393964.343750 Penalty: 4005.797363
	Iteration 11Q: 3 clusters Score -393964.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -393984.812500 Penalty: 4005.797363
	Iteration 12Q: 3 clusters Score -393984.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -394009.125000 Penalty: 4005.797363
	Iteration 13Q: 3 clusters Score -394009.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -394020.187500 Penalty: 4005.797363
	Iteration 14Q: 3 clusters Score -394020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -394031.093750 Penalty: 4005.797363
	Iteration 15Q: 3 clusters Score -394031.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -394040.531250 Penalty: 4005.797363
	Iteration 16Q: 3 clusters Score -394040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -394051.125000 Penalty: 4005.797363
	Iteration 17Q: 3 clusters Score -394051.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -394057.281250 Penalty: 4005.797363
	Iteration 18Q: 3 clusters Score -394057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -394061.781250 Penalty: 4005.797363
	Iteration 19Q: 3 clusters Score -394061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -394068.937500 Penalty: 4005.797363
	Iteration 20F: 3 clusters Score -394068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -394074.437500 Penalty: 4005.797363
	Iteration 21Q: 3 clusters Score -394074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -394079.406250 Penalty: 4005.797363
	Iteration 22Q: 3 clusters Score -394079.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -394085.437500 Penalty: 4005.797363
	Iteration 23Q: 3 clusters Score -394085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -394089.812500 Penalty: 4005.797363
	Iteration 24Q: 3 clusters Score -394089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -394096.500000 Penalty: 4005.797363
	Iteration 25Q: 3 clusters Score -394096.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -394106.500000 Penalty: 4005.797363
	Iteration 26Q: 3 clusters Score -394106.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -394113.718750 Penalty: 4005.797363
	Iteration 27Q: 3 clusters Score -394113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -394118.937500 Penalty: 4005.797363
	Iteration 28Q: 3 clusters Score -394118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -394124.468750 Penalty: 4005.797363
	Iteration 29Q: 3 clusters Score -394124.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -394134.500000 Penalty: 4005.797363
	Iteration 30Q: 3 clusters Score -394134.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -394139.968750 Penalty: 4005.797363
	Iteration 31Q: 3 clusters Score -394140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -394148.156250 Penalty: 4005.797363
	Iteration 32Q: 3 clusters Score -394148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -394155.218750 Penalty: 4005.797363
	Iteration 33Q: 3 clusters Score -394155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -394164.562500 Penalty: 4005.797363
	Iteration 34Q: 3 clusters Score -394164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -394174.500000 Penalty: 4005.797363
	Iteration 35Q: 3 clusters Score -394174.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -394187.875000 Penalty: 4005.797363
	Iteration 36Q: 3 clusters Score -394187.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394195.093750 Penalty: 4005.797363
	Iteration 37Q: 3 clusters Score -394195.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394199.718750 Penalty: 4005.797363
	Iteration 38Q: 3 clusters Score -394199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -394204.281250 Penalty: 4005.797363
	Iteration 39Q: 3 clusters Score -394204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -394211.093750 Penalty: 4005.797363
	Iteration 40F: 3 clusters Score -394211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -394215.312500 Penalty: 4005.797363
	Iteration 41Q: 3 clusters Score -394215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -394217.875000 Penalty: 4005.797363
	Iteration 42Q: 3 clusters Score -394217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -394218.468750 Penalty: 4005.797363
	Iteration 43Q: 3 clusters Score -394218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -394222.125000 Penalty: 4005.797363
	Iteration 44Q: 3 clusters Score -394222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -394228.343750 Penalty: 4005.797363
	Iteration 45Q: 3 clusters Score -394228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -394232.906250 Penalty: 4005.797363
	Iteration 46Q: 3 clusters Score -394232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -394237.031250 Penalty: 4005.797363
	Iteration 47Q: 3 clusters Score -394237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -394240.000000 Penalty: 4005.797363
	Iteration 48Q: 3 clusters Score -394240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -394245.125000 Penalty: 4005.797363
	Iteration 49Q: 3 clusters Score -394245.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -394248.656250 Penalty: 4005.797363
	Iteration 50Q: 3 clusters Score -394248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -394249.875000 Penalty: 4005.797363
	Iteration 51Q: 3 clusters Score -394249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -394250.875000 Penalty: 4005.797363
	Iteration 52Q: 3 clusters Score -394250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -394250.593750 Penalty: 4005.797363
	Iteration 53Q: 3 clusters Score -394250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -394251.875000 Penalty: 4005.797363
	Iteration 54Q: 3 clusters Score -394251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -394254.906250 Penalty: 4005.797363
	Iteration 55Q: 3 clusters Score -394254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -394256.406250 Penalty: 4005.797363
	Iteration 56Q: 3 clusters Score -394256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -394262.687500 Penalty: 4005.797363
	Iteration 57Q: 3 clusters Score -394262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -394265.875000 Penalty: 4005.797363
	Iteration 58Q: 3 clusters Score -394265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -394270.218750 Penalty: 4005.797363
	Iteration 59Q: 3 clusters Score -394270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -394275.562500 Penalty: 4005.797363
	Iteration 60F: 3 clusters Score -394275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -394280.406250 Penalty: 4005.797363
	Iteration 61Q: 3 clusters Score -394280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -394285.062500 Penalty: 4005.797363
	Iteration 62Q: 3 clusters Score -394285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -394288.156250 Penalty: 4005.797363
	Iteration 63Q: 3 clusters Score -394288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -394293.000000 Penalty: 4005.797363
	Iteration 64Q: 3 clusters Score -394293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -394298.312500 Penalty: 4005.797363
	Iteration 65Q: 3 clusters Score -394298.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -394306.656250 Penalty: 4005.797363
	Iteration 66Q: 3 clusters Score -394306.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -394315.687500 Penalty: 4005.797363
	Iteration 67Q: 3 clusters Score -394315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -394325.187500 Penalty: 4005.797363
	Iteration 68Q: 3 clusters Score -394325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -394335.187500 Penalty: 4005.797363
	Iteration 69Q: 3 clusters Score -394335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -394341.281250 Penalty: 4005.797363
	Iteration 70Q: 3 clusters Score -394341.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -394346.062500 Penalty: 4005.797363
	Iteration 71Q: 3 clusters Score -394346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -394352.406250 Penalty: 4005.797363
	Iteration 72Q: 3 clusters Score -394352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -394359.406250 Penalty: 4005.797363
	Iteration 73Q: 3 clusters Score -394359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -394362.375000 Penalty: 4005.797363
	Iteration 74Q: 3 clusters Score -394362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -394366.343750 Penalty: 4005.797363
	Iteration 75Q: 3 clusters Score -394366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -394373.156250 Penalty: 4005.797363
	Iteration 76Q: 3 clusters Score -394373.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -394381.375000 Penalty: 4005.797363
	Iteration 77Q: 3 clusters Score -394381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -394383.718750 Penalty: 4005.797363
	Iteration 78Q: 3 clusters Score -394383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -394388.906250 Penalty: 4005.797363
	Iteration 79Q: 3 clusters Score -394388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -394393.406250 Penalty: 4005.797363
	Iteration 80F: 3 clusters Score -394393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -394395.406250 Penalty: 4005.797363
	Iteration 81Q: 3 clusters Score -394395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -394397.312500 Penalty: 4005.797363
	Iteration 82Q: 3 clusters Score -394397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -394397.531250 Penalty: 4005.797363
	Iteration 83Q: 3 clusters Score -394397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -394398.656250 Penalty: 4005.797363
	Iteration 84Q: 3 clusters Score -394398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -394399.937500 Penalty: 4005.797363
	Iteration 85Q: 3 clusters Score -394399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -394400.718750 Penalty: 4005.797363
	Iteration 86Q: 3 clusters Score -394400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -394402.812500 Penalty: 4005.797363
	Iteration 87Q: 3 clusters Score -394402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -394404.812500 Penalty: 4005.797363
	Iteration 88Q: 3 clusters Score -394404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -394407.062500 Penalty: 4005.797363
	Iteration 89Q: 3 clusters Score -394407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -394410.000000 Penalty: 4005.797363
	Iteration 90Q: 3 clusters Score -394410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -394410.000000 Penalty: 4005.797363
	Iteration 91Q: 3 clusters Score -394410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -394410.000000 Penalty: 4005.797363
	Iteration 92F: 3 clusters Score -394410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -896411.375000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -896411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -890464.937500 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -890464.9 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -892014.000000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -892014 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -892273.750000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -892273.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -892490.687500 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -892490.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -892672.312500 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -892672.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -892837.000000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -892837 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -892994.250000 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -892994.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -893158.625000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -893158.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -893325.937500 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -893325.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -893486.500000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -893486.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -893622.187500 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -893622.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -893777.812500 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -893777.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -893920.000000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -893920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -894048.687500 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -894048.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -894157.437500 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -894157.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -894240.062500 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -894240.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -894301.375000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -894301.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -894349.062500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -894349.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -894388.562500 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -894388.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -894418.125000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -894418.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -894449.125000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -894449.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -894466.687500 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -894466.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -894483.000000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -894483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -894493.062500 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -894493.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -894506.312500 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -894506.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -894514.750000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -894514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -894516.375000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -894516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -894521.875000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -894521.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -894527.750000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -894527.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -894529.312500 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -894529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -894534.500000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -894534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -894535.875000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -894535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -894536.937500 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -894536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -894540.062500 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -894540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -894541.812500 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -894541.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -894547.250000 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -894547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -894548.375000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -894548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -894553.187500 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -894553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -894551.000000 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -894551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -894553.187500 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -894553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -894554.625000 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -894554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -894556.187500 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -894556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -894555.625000 Penalty: 4408.549316
	Iteration 42Q: 3 clusters Score -894555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -894557.062500 Penalty: 4408.549316
	Iteration 43Q: 3 clusters Score -894557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -894557.312500 Penalty: 4408.549316
	Iteration 44Q: 3 clusters Score -894557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -894559.375000 Penalty: 4408.549316
	Iteration 45Q: 3 clusters Score -894559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -894560.625000 Penalty: 4408.549316
	Iteration 46Q: 3 clusters Score -894560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -894558.500000 Penalty: 4408.549316
	Iteration 47Q: 3 clusters Score -894558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -894561.625000 Penalty: 4408.549316
	Iteration 48Q: 3 clusters Score -894561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -894562.687500 Penalty: 4408.549316
	Iteration 49Q: 3 clusters Score -894562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -894563.500000 Penalty: 4408.549316
	Iteration 50Q: 3 clusters Score -894563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -894563.750000 Penalty: 4408.549316
	Iteration 51Q: 3 clusters Score -894563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -894563.750000 Penalty: 4408.549316
	Iteration 52F: 3 clusters Score -894563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -1162532.000000 Penalty: 2198.527344
	Iteration 0F: 2 clusters Score -1162532 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 3588 members 
Entering Unmasked Estep 
Score: -1156749.625000 Penalty: 4397.054688
	Iteration 0F: 3 clusters Score -1156750 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1158585.000000 Penalty: 4397.054688
	Iteration 1F: 3 clusters Score -1158585 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1159213.125000 Penalty: 4397.054688
	Iteration 2F: 3 clusters Score -1159213 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1159814.125000 Penalty: 4397.054688
	Iteration 3F: 3 clusters Score -1159814 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1160314.250000 Penalty: 4397.054688
	Iteration 4F: 3 clusters Score -1160314 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1160630.375000 Penalty: 4397.054688
	Iteration 5F: 3 clusters Score -1160630 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1160919.125000 Penalty: 4397.054688
	Iteration 6Q: 3 clusters Score -1160919 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1161146.125000 Penalty: 4397.054688
	Iteration 7Q: 3 clusters Score -1161146 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1161260.000000 Penalty: 4397.054688
	Iteration 8Q: 3 clusters Score -1161260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1161360.875000 Penalty: 4397.054688
	Iteration 9Q: 3 clusters Score -1161361 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1161445.875000 Penalty: 4397.054688
	Iteration 10Q: 3 clusters Score -1161446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1161517.250000 Penalty: 4397.054688
	Iteration 11Q: 3 clusters Score -1161517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1161574.500000 Penalty: 4397.054688
	Iteration 12Q: 3 clusters Score -1161574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1161623.125000 Penalty: 4397.054688
	Iteration 13Q: 3 clusters Score -1161623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1161651.000000 Penalty: 4397.054688
	Iteration 14Q: 3 clusters Score -1161651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1161682.000000 Penalty: 4397.054688
	Iteration 15Q: 3 clusters Score -1161682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1161701.375000 Penalty: 4397.054688
	Iteration 16Q: 3 clusters Score -1161701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1161717.625000 Penalty: 4397.054688
	Iteration 17Q: 3 clusters Score -1161718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1161728.000000 Penalty: 4397.054688
	Iteration 18Q: 3 clusters Score -1161728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1161740.250000 Penalty: 4397.054688
	Iteration 19Q: 3 clusters Score -1161740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1161745.000000 Penalty: 4397.054688
	Iteration 20F: 3 clusters Score -1161745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1161747.375000 Penalty: 4397.054688
	Iteration 21Q: 3 clusters Score -1161747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1161749.750000 Penalty: 4397.054688
	Iteration 22Q: 3 clusters Score -1161750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1161752.500000 Penalty: 4397.054688
	Iteration 23Q: 3 clusters Score -1161752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1161755.125000 Penalty: 4397.054688
	Iteration 24Q: 3 clusters Score -1161755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1161755.125000 Penalty: 4397.054688
	Iteration 25Q: 3 clusters Score -1161755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1161756.000000 Penalty: 4397.054688
	Iteration 26Q: 3 clusters Score -1161756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1161756.875000 Penalty: 4397.054688
	Iteration 27Q: 3 clusters Score -1161757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1161758.625000 Penalty: 4397.054688
	Iteration 28Q: 3 clusters Score -1161759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1161760.125000 Penalty: 4397.054688
	Iteration 29Q: 3 clusters Score -1161760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1161759.625000 Penalty: 4397.054688
	Iteration 30Q: 3 clusters Score -1161760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1161759.000000 Penalty: 4397.054688
	Iteration 31Q: 3 clusters Score -1161759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1161762.750000 Penalty: 4397.054688
	Iteration 32Q: 3 clusters Score -1161763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1161760.375000 Penalty: 4397.054688
	Iteration 33Q: 3 clusters Score -1161760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1161761.750000 Penalty: 4397.054688
	Iteration 34Q: 3 clusters Score -1161762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1161763.250000 Penalty: 4397.054688
	Iteration 35Q: 3 clusters Score -1161763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1161761.875000 Penalty: 4397.054688
	Iteration 36Q: 3 clusters Score -1161762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1161761.750000 Penalty: 4397.054688
	Iteration 37Q: 3 clusters Score -1161762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1161762.750000 Penalty: 4397.054688
	Iteration 38Q: 3 clusters Score -1161763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1161762.750000 Penalty: 4397.054688
	Iteration 39F: 3 clusters Score -1161763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -1482893.125000 Penalty: 2327.949951
	Iteration 0F: 2 clusters Score -1482893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1474155.875000 Penalty: 4655.899902
	Iteration 0F: 3 clusters Score -1474156 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1476734.250000 Penalty: 4655.899902
	Iteration 1F: 3 clusters Score -1476734 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1477013.750000 Penalty: 4655.899902
	Iteration 2F: 3 clusters Score -1477014 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1477251.375000 Penalty: 4655.899902
	Iteration 3Q: 3 clusters Score -1477251 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1477436.750000 Penalty: 4655.899902
	Iteration 4Q: 3 clusters Score -1477437 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1477594.750000 Penalty: 4655.899902
	Iteration 5Q: 3 clusters Score -1477595 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1477768.875000 Penalty: 4655.899902
	Iteration 6Q: 3 clusters Score -1477769 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1477963.375000 Penalty: 4655.899902
	Iteration 7Q: 3 clusters Score -1477963 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1478166.500000 Penalty: 4655.899902
	Iteration 8Q: 3 clusters Score -1478166 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1478405.000000 Penalty: 4655.899902
	Iteration 9Q: 3 clusters Score -1478405 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1478637.625000 Penalty: 4655.899902
	Iteration 10Q: 3 clusters Score -1478638 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1478870.375000 Penalty: 4655.899902
	Iteration 11Q: 3 clusters Score -1478870 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1479078.500000 Penalty: 4655.899902
	Iteration 12Q: 3 clusters Score -1479078 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1479252.250000 Penalty: 4655.899902
	Iteration 13Q: 3 clusters Score -1479252 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1479413.750000 Penalty: 4655.899902
	Iteration 14Q: 3 clusters Score -1479414 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1479561.500000 Penalty: 4655.899902
	Iteration 15Q: 3 clusters Score -1479562 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1479685.625000 Penalty: 4655.899902
	Iteration 16Q: 3 clusters Score -1479686 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1479818.375000 Penalty: 4655.899902
	Iteration 17Q: 3 clusters Score -1479818 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1479962.750000 Penalty: 4655.899902
	Iteration 18Q: 3 clusters Score -1479963 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1480115.375000 Penalty: 4655.899902
	Iteration 19Q: 3 clusters Score -1480115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1480266.000000 Penalty: 4655.899902
	Iteration 20F: 3 clusters Score -1480266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1480405.250000 Penalty: 4655.899902
	Iteration 21Q: 3 clusters Score -1480405 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1480532.500000 Penalty: 4655.899902
	Iteration 22Q: 3 clusters Score -1480532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1480621.500000 Penalty: 4655.899902
	Iteration 23Q: 3 clusters Score -1480622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1480702.500000 Penalty: 4655.899902
	Iteration 24Q: 3 clusters Score -1480702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1480766.750000 Penalty: 4655.899902
	Iteration 25Q: 3 clusters Score -1480767 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1480830.000000 Penalty: 4655.899902
	Iteration 26Q: 3 clusters Score -1480830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1480894.375000 Penalty: 4655.899902
	Iteration 27Q: 3 clusters Score -1480894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1480958.750000 Penalty: 4655.899902
	Iteration 28Q: 3 clusters Score -1480959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1481015.750000 Penalty: 4655.899902
	Iteration 29Q: 3 clusters Score -1481016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1481077.875000 Penalty: 4655.899902
	Iteration 30Q: 3 clusters Score -1481078 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1481127.125000 Penalty: 4655.899902
	Iteration 31Q: 3 clusters Score -1481127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1481152.375000 Penalty: 4655.899902
	Iteration 32Q: 3 clusters Score -1481152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1481161.125000 Penalty: 4655.899902
	Iteration 33Q: 3 clusters Score -1481161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1481174.500000 Penalty: 4655.899902
	Iteration 34Q: 3 clusters Score -1481174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1481184.000000 Penalty: 4655.899902
	Iteration 35Q: 3 clusters Score -1481184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1481193.750000 Penalty: 4655.899902
	Iteration 36Q: 3 clusters Score -1481194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1481200.000000 Penalty: 4655.899902
	Iteration 37Q: 3 clusters Score -1481200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1481204.375000 Penalty: 4655.899902
	Iteration 38Q: 3 clusters Score -1481204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1481206.625000 Penalty: 4655.899902
	Iteration 39Q: 3 clusters Score -1481207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1481207.625000 Penalty: 4655.899902
	Iteration 40F: 3 clusters Score -1481208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1481208.375000 Penalty: 4655.899902
	Iteration 41Q: 3 clusters Score -1481208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1481213.875000 Penalty: 4655.899902
	Iteration 42Q: 3 clusters Score -1481214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1481208.875000 Penalty: 4655.899902
	Iteration 43Q: 3 clusters Score -1481209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1481211.875000 Penalty: 4655.899902
	Iteration 44Q: 3 clusters Score -1481212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1481211.500000 Penalty: 4655.899902
	Iteration 45Q: 3 clusters Score -1481212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1481214.875000 Penalty: 4655.899902
	Iteration 46Q: 3 clusters Score -1481215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1481214.875000 Penalty: 4655.899902
	Iteration 47F: 3 clusters Score -1481215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -176303.921875 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -176303.9 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 743 members 
Entering Unmasked Estep 
Score: -174071.593750 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -174071.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174489.828125 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -174489.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -174608.937500 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -174608.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -174693.015625 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -174693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -174749.343750 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -174749.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174815.796875 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -174815.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174906.953125 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -174907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174977.234375 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -174977.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -175069.484375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -175069.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175122.750000 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -175122.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175160.453125 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -175160.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -175196.921875 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -175196.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175230.500000 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -175230.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175259.968750 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -175260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175283.234375 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -175283.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -175308.312500 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -175308.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175327.625000 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -175327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175338.781250 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -175338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -175343.687500 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -175343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175348.890625 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -175348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -175351.687500 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -175351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175353.437500 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -175353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175353.437500 Penalty: 3625.369141
	Iteration 22F: 3 clusters Score -175353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -298916.406250 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -298916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296061.437500 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -296061.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296589.812500 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -296589.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -296705.875000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -296705.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -296762.781250 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -296762.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -296794.875000 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -296794.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -296819.812500 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -296819.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -296842.937500 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -296842.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296858.843750 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -296858.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -296878.375000 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -296878.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -296889.625000 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -296889.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -296901.531250 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -296901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296910.375000 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -296910.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296915.187500 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -296915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -296920.875000 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -296920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -296928.843750 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -296928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -296936.375000 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -296936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -296943.687500 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -296943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296949.781250 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -296949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -296954.812500 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -296954.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -296959.843750 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -296959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -296970.031250 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -296970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -296980.906250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -296980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -296989.593750 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -296989.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -296999.500000 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -296999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -297013.218750 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -297013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -297019.281250 Penalty: 3861.717529
	Iteration 25Q: 3 clusters Score -297019.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -297029.343750 Penalty: 3861.717529
	Iteration 26Q: 3 clusters Score -297029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -297045.875000 Penalty: 3861.717529
	Iteration 27Q: 3 clusters Score -297045.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -297064.875000 Penalty: 3861.717529
	Iteration 28Q: 3 clusters Score -297064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -297081.718750 Penalty: 3861.717529
	Iteration 29Q: 3 clusters Score -297081.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -297095.750000 Penalty: 3861.717529
	Iteration 30Q: 3 clusters Score -297095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -297106.062500 Penalty: 3861.717529
	Iteration 31Q: 3 clusters Score -297106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -297109.656250 Penalty: 3861.717529
	Iteration 32Q: 3 clusters Score -297109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -297111.250000 Penalty: 3861.717529
	Iteration 33Q: 3 clusters Score -297111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -297114.312500 Penalty: 3861.717529
	Iteration 34Q: 3 clusters Score -297114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -297116.718750 Penalty: 3861.717529
	Iteration 35Q: 3 clusters Score -297116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -297119.187500 Penalty: 3861.717529
	Iteration 36Q: 3 clusters Score -297119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -297122.781250 Penalty: 3861.717529
	Iteration 37Q: 3 clusters Score -297122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -297123.937500 Penalty: 3861.717529
	Iteration 38Q: 3 clusters Score -297123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -297124.718750 Penalty: 3861.717529
	Iteration 39Q: 3 clusters Score -297124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -297124.718750 Penalty: 3861.717529
	Iteration 40F: 3 clusters Score -297124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1497810.750000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1497811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1488813.000000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1488813 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1491504.875000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1491505 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1491844.000000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1491844 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1492097.125000 Penalty: 4656.190918
	Iteration 3F: 3 clusters Score -1492097 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1492298.625000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1492299 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1492485.875000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1492486 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1492661.000000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1492661 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1492838.000000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1492838 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1493036.250000 Penalty: 4656.190918
	Iteration 8Q: 3 clusters Score -1493036 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1493197.875000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1493198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1493346.125000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1493346 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1493471.875000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1493472 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1493582.875000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1493583 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1493681.750000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1493682 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1493794.750000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1493795 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1493916.000000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1493916 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1494048.000000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1494048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1494192.375000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1494192 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1494353.000000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1494353 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1494486.125000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1494486 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1494587.250000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1494587 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1494670.625000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1494671 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1494745.500000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1494746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1494796.125000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1494796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1494823.625000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1494824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1494844.875000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1494845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1494866.125000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1494866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1494891.750000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1494892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1494908.500000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1494908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1494923.750000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1494924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1494933.250000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1494933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1494947.875000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1494948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1494952.625000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1494953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1494960.500000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1494960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1494969.250000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1494969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1494969.375000 Penalty: 4656.190918
	Iteration 35Q: 3 clusters Score -1494969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1494968.875000 Penalty: 4656.190918
	Iteration 36Q: 3 clusters Score -1494969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1494972.000000 Penalty: 4656.190918
	Iteration 37Q: 3 clusters Score -1494972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1494973.000000 Penalty: 4656.190918
	Iteration 38Q: 3 clusters Score -1494973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1494976.875000 Penalty: 4656.190918
	Iteration 39Q: 3 clusters Score -1494977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1494975.875000 Penalty: 4656.190918
	Iteration 40F: 3 clusters Score -1494976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1494977.750000 Penalty: 4656.190918
	Iteration 41Q: 3 clusters Score -1494978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1494980.250000 Penalty: 4656.190918
	Iteration 42Q: 3 clusters Score -1494980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1494986.625000 Penalty: 4656.190918
	Iteration 43Q: 3 clusters Score -1494987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1494986.375000 Penalty: 4656.190918
	Iteration 44Q: 3 clusters Score -1494986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1494990.000000 Penalty: 4656.190918
	Iteration 45Q: 3 clusters Score -1494990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1494991.875000 Penalty: 4656.190918
	Iteration 46Q: 3 clusters Score -1494992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1494995.250000 Penalty: 4656.190918
	Iteration 47Q: 3 clusters Score -1494995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1494994.875000 Penalty: 4656.190918
	Iteration 48Q: 3 clusters Score -1494995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1494998.375000 Penalty: 4656.190918
	Iteration 49Q: 3 clusters Score -1494998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1495001.250000 Penalty: 4656.190918
	Iteration 50Q: 3 clusters Score -1495001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1495000.375000 Penalty: 4656.190918
	Iteration 51Q: 3 clusters Score -1495000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1495001.500000 Penalty: 4656.190918
	Iteration 52Q: 3 clusters Score -1495002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1495002.750000 Penalty: 4656.190918
	Iteration 53Q: 3 clusters Score -1495003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1495000.375000 Penalty: 4656.190918
	Iteration 54Q: 3 clusters Score -1495000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1495000.375000 Penalty: 4656.190918
	Iteration 55F: 3 clusters Score -1495000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -36059.609375 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -36059.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34740.574219 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -34740.57 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35103.070312 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -35103.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35270.984375 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -35270.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35457.234375 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -35457.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35536.175781 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -35536.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35608.847656 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -35608.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35647.933594 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -35647.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35661.578125 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -35661.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35671.437500 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -35671.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35675.199219 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -35675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35679.320312 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -35679.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35685.273438 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -35685.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35693.281250 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -35693.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35733.425781 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -35733.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35752.371094 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -35752.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35753.390625 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -35753.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35754.597656 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -35754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35755.027344 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -35755.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35755.027344 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -35755.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -292173.156250 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -292173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289226.375000 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -289226.4 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289779.750000 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -289779.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289946.906250 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -289946.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290052.906250 Penalty: 3865.823486
	Iteration 3F: 3 clusters Score -290052.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -290146.125000 Penalty: 3865.823486
	Iteration 4Q: 3 clusters Score -290146.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290236.875000 Penalty: 3865.823486
	Iteration 5Q: 3 clusters Score -290236.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290330.500000 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -290330.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -290417.843750 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -290417.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -290515.250000 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -290515.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290640.031250 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -290640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290783.656250 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -290783.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290930.031250 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -290930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -291059.500000 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -291059.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291126.531250 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -291126.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291173.968750 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -291174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291212.531250 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -291212.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291235.218750 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -291235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -291251.968750 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -291252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -291262.437500 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -291262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291270.437500 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -291270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -291278.062500 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -291278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -291291.968750 Penalty: 3865.823486
	Iteration 21Q: 3 clusters Score -291292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291299.625000 Penalty: 3865.823486
	Iteration 22Q: 3 clusters Score -291299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291304.812500 Penalty: 3865.823486
	Iteration 23Q: 3 clusters Score -291304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291306.468750 Penalty: 3865.823486
	Iteration 24Q: 3 clusters Score -291306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291308.406250 Penalty: 3865.823486
	Iteration 25Q: 3 clusters Score -291308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291311.062500 Penalty: 3865.823486
	Iteration 26Q: 3 clusters Score -291311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291313.437500 Penalty: 3865.823486
	Iteration 27Q: 3 clusters Score -291313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291315.187500 Penalty: 3865.823486
	Iteration 28Q: 3 clusters Score -291315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291316.031250 Penalty: 3865.823486
	Iteration 29Q: 3 clusters Score -291316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291318.156250 Penalty: 3865.823486
	Iteration 30Q: 3 clusters Score -291318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291319.468750 Penalty: 3865.823486
	Iteration 31Q: 3 clusters Score -291319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291320.343750 Penalty: 3865.823486
	Iteration 32Q: 3 clusters Score -291320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291320.687500 Penalty: 3865.823486
	Iteration 33Q: 3 clusters Score -291320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291320.687500 Penalty: 3865.823486
	Iteration 34F: 3 clusters Score -291320.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1692049.375000 Penalty: 2364.687256
	Iteration 0F: 2 clusters Score -1692049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1681911.250000 Penalty: 4729.374512
	Iteration 0F: 3 clusters Score -1681911 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1685169.750000 Penalty: 4729.374512
	Iteration 1F: 3 clusters Score -1685170 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1685704.125000 Penalty: 4729.374512
	Iteration 2F: 3 clusters Score -1685704 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1686276.625000 Penalty: 4729.374512
	Iteration 3F: 3 clusters Score -1686277 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1686989.875000 Penalty: 4729.374512
	Iteration 4F: 3 clusters Score -1686990 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1687781.500000 Penalty: 4729.374512
	Iteration 5F: 3 clusters Score -1687782 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1688745.625000 Penalty: 4729.374512
	Iteration 6F: 3 clusters Score -1688746 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1689757.875000 Penalty: 4729.374512
	Iteration 7F: 3 clusters Score -1689758 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1690440.000000 Penalty: 4729.374512
	Iteration 8F: 3 clusters Score -1690440 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1690820.000000 Penalty: 4729.374512
	Iteration 9Q: 3 clusters Score -1690820 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1690978.250000 Penalty: 4729.374512
	Iteration 10Q: 3 clusters Score -1690978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1691037.250000 Penalty: 4729.374512
	Iteration 11Q: 3 clusters Score -1691037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1691057.500000 Penalty: 4729.374512
	Iteration 12Q: 3 clusters Score -1691058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1691071.625000 Penalty: 4729.374512
	Iteration 13Q: 3 clusters Score -1691072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1691076.000000 Penalty: 4729.374512
	Iteration 14Q: 3 clusters Score -1691076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1691083.000000 Penalty: 4729.374512
	Iteration 15Q: 3 clusters Score -1691083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1691085.125000 Penalty: 4729.374512
	Iteration 16Q: 3 clusters Score -1691085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1691087.625000 Penalty: 4729.374512
	Iteration 17Q: 3 clusters Score -1691088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1691089.625000 Penalty: 4729.374512
	Iteration 18Q: 3 clusters Score -1691090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1691092.000000 Penalty: 4729.374512
	Iteration 19Q: 3 clusters Score -1691092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1691097.000000 Penalty: 4729.374512
	Iteration 20F: 3 clusters Score -1691097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1691101.625000 Penalty: 4729.374512
	Iteration 21Q: 3 clusters Score -1691102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1691098.625000 Penalty: 4729.374512
	Iteration 22Q: 3 clusters Score -1691099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1691101.875000 Penalty: 4729.374512
	Iteration 23Q: 3 clusters Score -1691102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1691101.250000 Penalty: 4729.374512
	Iteration 24Q: 3 clusters Score -1691101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1691098.500000 Penalty: 4729.374512
	Iteration 25Q: 3 clusters Score -1691098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1691095.250000 Penalty: 4729.374512
	Iteration 26Q: 3 clusters Score -1691095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1691093.250000 Penalty: 4729.374512
	Iteration 27Q: 3 clusters Score -1691093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1691094.250000 Penalty: 4729.374512
	Iteration 28Q: 3 clusters Score -1691094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1691094.250000 Penalty: 4729.374512
	Iteration 29F: 3 clusters Score -1691094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -69557.242188 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -69557.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68081.390625 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -68081.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68306.984375 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -68306.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68373.601562 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -68373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68421.406250 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -68421.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68459.742188 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -68459.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68510.351562 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -68510.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68600.710938 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -68600.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68675.335938 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -68675.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68698.343750 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -68698.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68707.484375 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -68707.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68715.906250 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -68715.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68715.906250 Penalty: 3024.645020
	Iteration 11F: 3 clusters Score -68715.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -50920.554688 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -50920.55 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 224 members 
Entering Unmasked Estep 
Score: -49761.945312 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -49761.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50071.414062 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -50071.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50297.265625 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50297.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50392.558594 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -50392.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50436.574219 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -50436.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50458.347656 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -50458.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50472.406250 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -50472.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50482.339844 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -50482.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50482.339844 Penalty: 2994.783936
	Iteration 8F: 3 clusters Score -50482.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -379016.937500 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -379016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -376214.093750 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -376214.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -377127.406250 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -377127.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -377514.125000 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -377514.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377703.750000 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -377703.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -377854.156250 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -377854.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -378012.937500 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -378012.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -378160.843750 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -378160.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -378273.093750 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -378273.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -378356.937500 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -378356.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -378424.437500 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -378424.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -378472.062500 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -378472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -378512.593750 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -378512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -378537.093750 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -378537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -378552.218750 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -378552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -378561.000000 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -378561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -378570.312500 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -378570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -378572.937500 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -378572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -378576.656250 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -378576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -378579.750000 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -378579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -378581.062500 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -378581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -378581.062500 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -378581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -253353.687500 Penalty: 1828.129395
	Iteration 0F: 2 clusters Score -253353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -251063.984375 Penalty: 3656.258789
	Iteration 0F: 3 clusters Score -251064 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -251698.625000 Penalty: 3656.258789
	Iteration 1F: 3 clusters Score -251698.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252146.968750 Penalty: 3656.258789
	Iteration 2F: 3 clusters Score -252147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -252343.578125 Penalty: 3656.258789
	Iteration 3F: 3 clusters Score -252343.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -252454.093750 Penalty: 3656.258789
	Iteration 4Q: 3 clusters Score -252454.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -252531.937500 Penalty: 3656.258789
	Iteration 5Q: 3 clusters Score -252531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -252573.453125 Penalty: 3656.258789
	Iteration 6Q: 3 clusters Score -252573.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -252609.671875 Penalty: 3656.258789
	Iteration 7Q: 3 clusters Score -252609.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -252640.921875 Penalty: 3656.258789
	Iteration 8Q: 3 clusters Score -252640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -252674.312500 Penalty: 3656.258789
	Iteration 9Q: 3 clusters Score -252674.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -252700.328125 Penalty: 3656.258789
	Iteration 10Q: 3 clusters Score -252700.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -252731.203125 Penalty: 3656.258789
	Iteration 11Q: 3 clusters Score -252731.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -252765.484375 Penalty: 3656.258789
	Iteration 12Q: 3 clusters Score -252765.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -252813.203125 Penalty: 3656.258789
	Iteration 13Q: 3 clusters Score -252813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -252859.781250 Penalty: 3656.258789
	Iteration 14Q: 3 clusters Score -252859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -252899.390625 Penalty: 3656.258789
	Iteration 15Q: 3 clusters Score -252899.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -252931.281250 Penalty: 3656.258789
	Iteration 16Q: 3 clusters Score -252931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -252946.140625 Penalty: 3656.258789
	Iteration 17Q: 3 clusters Score -252946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -252961.546875 Penalty: 3656.258789
	Iteration 18Q: 3 clusters Score -252961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -252969.421875 Penalty: 3656.258789
	Iteration 19Q: 3 clusters Score -252969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -252972.781250 Penalty: 3656.258789
	Iteration 20F: 3 clusters Score -252972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -252974.421875 Penalty: 3656.258789
	Iteration 21Q: 3 clusters Score -252974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -252975.687500 Penalty: 3656.258789
	Iteration 22Q: 3 clusters Score -252975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -252976.593750 Penalty: 3656.258789
	Iteration 23Q: 3 clusters Score -252976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -252976.593750 Penalty: 3656.258789
	Iteration 24F: 3 clusters Score -252976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (10264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Entering Unmasked Estep 
Score: -1260145.750000 Penalty: 2290.626709
	Iteration 0F: 2 clusters Score -1260146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1252321.625000 Penalty: 4581.253418
	Iteration 0F: 3 clusters Score -1252322 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1254619.500000 Penalty: 4581.253418
	Iteration 1F: 3 clusters Score -1254620 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1254942.000000 Penalty: 4581.253418
	Iteration 2F: 3 clusters Score -1254942 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1255207.625000 Penalty: 4581.253418
	Iteration 3F: 3 clusters Score -1255208 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1255493.125000 Penalty: 4581.253418
	Iteration 4Q: 3 clusters Score -1255493 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1255836.625000 Penalty: 4581.253418
	Iteration 5F: 3 clusters Score -1255837 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1256172.125000 Penalty: 4581.253418
	Iteration 6Q: 3 clusters Score -1256172 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1256513.625000 Penalty: 4581.253418
	Iteration 7Q: 3 clusters Score -1256514 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1256906.250000 Penalty: 4581.253418
	Iteration 8F: 3 clusters Score -1256906 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1257350.875000 Penalty: 4581.253418
	Iteration 9F: 3 clusters Score -1257351 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1257769.000000 Penalty: 4581.253418
	Iteration 10Q: 3 clusters Score -1257769 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1258138.250000 Penalty: 4581.253418
	Iteration 11Q: 3 clusters Score -1258138 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1258397.500000 Penalty: 4581.253418
	Iteration 12Q: 3 clusters Score -1258398 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1258509.250000 Penalty: 4581.253418
	Iteration 13Q: 3 clusters Score -1258509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1258545.500000 Penalty: 4581.253418
	Iteration 14Q: 3 clusters Score -1258546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1258561.375000 Penalty: 4581.253418
	Iteration 15Q: 3 clusters Score -1258561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1258567.375000 Penalty: 4581.253418
	Iteration 16Q: 3 clusters Score -1258567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1258574.375000 Penalty: 4581.253418
	Iteration 17Q: 3 clusters Score -1258574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1258577.000000 Penalty: 4581.253418
	Iteration 18Q: 3 clusters Score -1258577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1258577.625000 Penalty: 4581.253418
	Iteration 19Q: 3 clusters Score -1258578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1258579.000000 Penalty: 4581.253418
	Iteration 20F: 3 clusters Score -1258579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1258584.500000 Penalty: 4581.253418
	Iteration 21Q: 3 clusters Score -1258584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1258585.000000 Penalty: 4581.253418
	Iteration 22Q: 3 clusters Score -1258585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1258584.250000 Penalty: 4581.253418
	Iteration 23Q: 3 clusters Score -1258584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1258586.500000 Penalty: 4581.253418
	Iteration 24Q: 3 clusters Score -1258586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1258587.375000 Penalty: 4581.253418
	Iteration 25Q: 3 clusters Score -1258587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1258587.375000 Penalty: 4581.253418
	Iteration 26Q: 3 clusters Score -1258587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1258587.375000 Penalty: 4581.253418
	Iteration 27F: 3 clusters Score -1258587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (42084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Entering Unmasked Estep 
Score: -5281259.000000 Penalty: 2640.560791
	Iteration 0F: 2 clusters Score -5281259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5252768.500000 Penalty: 5281.121582
	Iteration 0F: 3 clusters Score -5252768 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5263557.000000 Penalty: 5281.121582
	Iteration 1F: 3 clusters Score -5263557 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5264191.500000 Penalty: 5281.121582
	Iteration 2Q: 3 clusters Score -5264192 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5264773.000000 Penalty: 5281.121582
	Iteration 3Q: 3 clusters Score -5264773 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5265348.000000 Penalty: 5281.121582
	Iteration 4Q: 3 clusters Score -5265348 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5265999.000000 Penalty: 5281.121582
	Iteration 5Q: 3 clusters Score -5265999 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5266635.500000 Penalty: 5281.121582
	Iteration 6Q: 3 clusters Score -5266636 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -5267453.000000 Penalty: 5281.121582
	Iteration 7Q: 3 clusters Score -5267453 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -5268544.000000 Penalty: 5281.121582
	Iteration 8Q: 3 clusters Score -5268544 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5269807.000000 Penalty: 5281.121582
	Iteration 9Q: 3 clusters Score -5269807 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5271250.500000 Penalty: 5281.121582
	Iteration 10Q: 3 clusters Score -5271250 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5272610.000000 Penalty: 5281.121582
	Iteration 11Q: 3 clusters Score -5272610 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5273883.500000 Penalty: 5281.121582
	Iteration 12Q: 3 clusters Score -5273884 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -5274767.000000 Penalty: 5281.121582
	Iteration 13Q: 3 clusters Score -5274767 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5275328.500000 Penalty: 5281.121582
	Iteration 14Q: 3 clusters Score -5275328 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5275739.000000 Penalty: 5281.121582
	Iteration 15Q: 3 clusters Score -5275739 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5276064.000000 Penalty: 5281.121582
	Iteration 16Q: 3 clusters Score -5276064 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5276338.500000 Penalty: 5281.121582
	Iteration 17Q: 3 clusters Score -5276338 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5276581.000000 Penalty: 5281.121582
	Iteration 18Q: 3 clusters Score -5276581 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5276856.000000 Penalty: 5281.121582
	Iteration 19Q: 3 clusters Score -5276856 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5277134.500000 Penalty: 5281.121582
	Iteration 20F: 3 clusters Score -5277134 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5277383.500000 Penalty: 5281.121582
	Iteration 21Q: 3 clusters Score -5277384 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5277640.500000 Penalty: 5281.121582
	Iteration 22Q: 3 clusters Score -5277640 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5277900.000000 Penalty: 5281.121582
	Iteration 23Q: 3 clusters Score -5277900 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5278095.500000 Penalty: 5281.121582
	Iteration 24Q: 3 clusters Score -5278096 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5278249.000000 Penalty: 5281.121582
	Iteration 25Q: 3 clusters Score -5278249 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5278372.000000 Penalty: 5281.121582
	Iteration 26Q: 3 clusters Score -5278372 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5278506.000000 Penalty: 5281.121582
	Iteration 27Q: 3 clusters Score -5278506 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5278661.500000 Penalty: 5281.121582
	Iteration 28Q: 3 clusters Score -5278662 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5278759.000000 Penalty: 5281.121582
	Iteration 29Q: 3 clusters Score -5278759 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5278846.500000 Penalty: 5281.121582
	Iteration 30Q: 3 clusters Score -5278846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5278911.000000 Penalty: 5281.121582
	Iteration 31Q: 3 clusters Score -5278911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5278960.500000 Penalty: 5281.121582
	Iteration 32Q: 3 clusters Score -5278960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5279011.000000 Penalty: 5281.121582
	Iteration 33Q: 3 clusters Score -5279011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5279064.500000 Penalty: 5281.121582
	Iteration 34Q: 3 clusters Score -5279064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5279106.000000 Penalty: 5281.121582
	Iteration 35Q: 3 clusters Score -5279106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -5279138.000000 Penalty: 5281.121582
	Iteration 36Q: 3 clusters Score -5279138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -5279158.000000 Penalty: 5281.121582
	Iteration 37Q: 3 clusters Score -5279158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5279180.500000 Penalty: 5281.121582
	Iteration 38Q: 3 clusters Score -5279180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5279193.000000 Penalty: 5281.121582
	Iteration 39Q: 3 clusters Score -5279193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -5279190.500000 Penalty: 5281.121582
	Iteration 40F: 3 clusters Score -5279190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5279203.000000 Penalty: 5281.121582
	Iteration 41Q: 3 clusters Score -5279203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5279211.000000 Penalty: 5281.121582
	Iteration 42Q: 3 clusters Score -5279211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5279215.500000 Penalty: 5281.121582
	Iteration 43Q: 3 clusters Score -5279216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5279223.000000 Penalty: 5281.121582
	Iteration 44Q: 3 clusters Score -5279223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5279225.500000 Penalty: 5281.121582
	Iteration 45Q: 3 clusters Score -5279226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5279235.500000 Penalty: 5281.121582
	Iteration 46Q: 3 clusters Score -5279236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5279239.500000 Penalty: 5281.121582
	Iteration 47Q: 3 clusters Score -5279240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5279243.000000 Penalty: 5281.121582
	Iteration 48Q: 3 clusters Score -5279243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5279239.000000 Penalty: 5281.121582
	Iteration 49Q: 3 clusters Score -5279239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5279245.500000 Penalty: 5281.121582
	Iteration 50Q: 3 clusters Score -5279246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5279259.000000 Penalty: 5281.121582
	Iteration 51Q: 3 clusters Score -5279259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5279259.000000 Penalty: 5281.121582
	Iteration 52Q: 3 clusters Score -5279259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5279263.000000 Penalty: 5281.121582
	Iteration 53Q: 3 clusters Score -5279263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5279267.000000 Penalty: 5281.121582
	Iteration 54Q: 3 clusters Score -5279267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5279266.500000 Penalty: 5281.121582
	Iteration 55Q: 3 clusters Score -5279266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5279274.500000 Penalty: 5281.121582
	Iteration 56Q: 3 clusters Score -5279274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5279288.000000 Penalty: 5281.121582
	Iteration 57Q: 3 clusters Score -5279288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5279289.500000 Penalty: 5281.121582
	Iteration 58Q: 3 clusters Score -5279290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5279285.500000 Penalty: 5281.121582
	Iteration 59Q: 3 clusters Score -5279286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5279283.500000 Penalty: 5281.121582
	Iteration 60F: 3 clusters Score -5279284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -241501.375000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -241501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -238924.343750 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -238924.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -239374.218750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -239374.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -239526.921875 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -239526.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -239611.640625 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -239611.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -239700.625000 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -239700.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239804.890625 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -239804.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -239893.750000 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -239893.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -239975.562500 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -239975.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240025.515625 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -240025.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -240086.453125 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -240086.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -240138.703125 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -240138.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -240188.734375 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -240188.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -240274.265625 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -240274.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240347.421875 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -240347.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -240416.281250 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -240416.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -240464.812500 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -240464.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -240507.015625 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -240507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -240547.859375 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -240547.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -240580.750000 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -240580.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -240612.781250 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -240612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -240648.093750 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -240648.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -240694.921875 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -240694.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -240783.125000 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -240783.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240870.093750 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -240870.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -240931.125000 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -240931.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240981.296875 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -240981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241040.796875 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -241040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241084.625000 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -241084.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241105.703125 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -241105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -241110.062500 Penalty: 3774.491699
	Iteration 29Q: 3 clusters Score -241110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241110.671875 Penalty: 3774.491699
	Iteration 30Q: 3 clusters Score -241110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241111.781250 Penalty: 3774.491699
	Iteration 31Q: 3 clusters Score -241111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241112.203125 Penalty: 3774.491699
	Iteration 32Q: 3 clusters Score -241112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241112.203125 Penalty: 3774.491699
	Iteration 33F: 3 clusters Score -241112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -380887.562500 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -380887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -377584.093750 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -377584.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378254.281250 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -378254.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -378421.281250 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -378421.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -378503.968750 Penalty: 3989.656738
	Iteration 3Q: 3 clusters Score -378504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -378569.000000 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -378569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -378608.937500 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -378608.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378640.906250 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -378640.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -378661.781250 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -378661.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -378679.937500 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -378679.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -378690.531250 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -378690.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378711.968750 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -378712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -378732.937500 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -378732.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -378749.406250 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -378749.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -378764.562500 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -378764.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -378777.281250 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -378777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -378786.843750 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -378786.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -378795.781250 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -378795.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -378800.375000 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -378800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -378806.218750 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -378806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378811.000000 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -378811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -378818.250000 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -378818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -378828.281250 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -378828.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -378839.531250 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -378839.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -378846.406250 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -378846.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -378854.062500 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -378854.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -378860.281250 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -378860.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378866.218750 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -378866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -378870.906250 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -378870.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -378878.250000 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -378878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -378884.187500 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -378884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -378891.625000 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -378891.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -378899.781250 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -378899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -378907.656250 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -378907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -378915.437500 Penalty: 3989.656738
	Iteration 33Q: 3 clusters Score -378915.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -378923.312500 Penalty: 3989.656738
	Iteration 34Q: 3 clusters Score -378923.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -378930.750000 Penalty: 3989.656738
	Iteration 35Q: 3 clusters Score -378930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -378938.843750 Penalty: 3989.656738
	Iteration 36Q: 3 clusters Score -378938.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -378954.250000 Penalty: 3989.656738
	Iteration 37Q: 3 clusters Score -378954.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -378965.906250 Penalty: 3989.656738
	Iteration 38Q: 3 clusters Score -378965.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -378981.968750 Penalty: 3989.656738
	Iteration 39Q: 3 clusters Score -378982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -378999.750000 Penalty: 3989.656738
	Iteration 40F: 3 clusters Score -378999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -379009.062500 Penalty: 3989.656738
	Iteration 41Q: 3 clusters Score -379009.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -379018.656250 Penalty: 3989.656738
	Iteration 42Q: 3 clusters Score -379018.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379034.156250 Penalty: 3989.656738
	Iteration 43Q: 3 clusters Score -379034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -379048.218750 Penalty: 3989.656738
	Iteration 44Q: 3 clusters Score -379048.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -379063.343750 Penalty: 3989.656738
	Iteration 45Q: 3 clusters Score -379063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -379072.500000 Penalty: 3989.656738
	Iteration 46Q: 3 clusters Score -379072.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -379082.531250 Penalty: 3989.656738
	Iteration 47Q: 3 clusters Score -379082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -379089.531250 Penalty: 3989.656738
	Iteration 48Q: 3 clusters Score -379089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -379095.875000 Penalty: 3989.656738
	Iteration 49Q: 3 clusters Score -379095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -379101.156250 Penalty: 3989.656738
	Iteration 50Q: 3 clusters Score -379101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -379108.656250 Penalty: 3989.656738
	Iteration 51Q: 3 clusters Score -379108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -379114.937500 Penalty: 3989.656738
	Iteration 52Q: 3 clusters Score -379114.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -379125.187500 Penalty: 3989.656738
	Iteration 53Q: 3 clusters Score -379125.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -379143.031250 Penalty: 3989.656738
	Iteration 54Q: 3 clusters Score -379143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -379154.156250 Penalty: 3989.656738
	Iteration 55Q: 3 clusters Score -379154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -379165.125000 Penalty: 3989.656738
	Iteration 56Q: 3 clusters Score -379165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -379176.812500 Penalty: 3989.656738
	Iteration 57Q: 3 clusters Score -379176.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -379186.937500 Penalty: 3989.656738
	Iteration 58Q: 3 clusters Score -379186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -379195.281250 Penalty: 3989.656738
	Iteration 59Q: 3 clusters Score -379195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -379203.937500 Penalty: 3989.656738
	Iteration 60F: 3 clusters Score -379203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -379208.437500 Penalty: 3989.656738
	Iteration 61Q: 3 clusters Score -379208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -379213.843750 Penalty: 3989.656738
	Iteration 62Q: 3 clusters Score -379213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -379220.187500 Penalty: 3989.656738
	Iteration 63Q: 3 clusters Score -379220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -379223.156250 Penalty: 3989.656738
	Iteration 64Q: 3 clusters Score -379223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379226.656250 Penalty: 3989.656738
	Iteration 65Q: 3 clusters Score -379226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -379229.906250 Penalty: 3989.656738
	Iteration 66Q: 3 clusters Score -379229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -379232.093750 Penalty: 3989.656738
	Iteration 67Q: 3 clusters Score -379232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -379236.218750 Penalty: 3989.656738
	Iteration 68Q: 3 clusters Score -379236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -379236.906250 Penalty: 3989.656738
	Iteration 69Q: 3 clusters Score -379236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -379237.968750 Penalty: 3989.656738
	Iteration 70Q: 3 clusters Score -379238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -379237.968750 Penalty: 3989.656738
	Iteration 71F: 3 clusters Score -379238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (7041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Entering Unmasked Estep 
Score: -852940.312500 Penalty: 2197.157471
	Iteration 0F: 2 clusters Score -852940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -847137.750000 Penalty: 4394.314941
	Iteration 0F: 3 clusters Score -847137.8 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -848725.125000 Penalty: 4394.314941
	Iteration 1F: 3 clusters Score -848725.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -849219.875000 Penalty: 4394.314941
	Iteration 2F: 3 clusters Score -849219.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -849717.125000 Penalty: 4394.314941
	Iteration 3F: 3 clusters Score -849717.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -850169.625000 Penalty: 4394.314941
	Iteration 4F: 3 clusters Score -850169.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -850553.375000 Penalty: 4394.314941
	Iteration 5F: 3 clusters Score -850553.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -850831.375000 Penalty: 4394.314941
	Iteration 6F: 3 clusters Score -850831.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -850995.250000 Penalty: 4394.314941
	Iteration 7Q: 3 clusters Score -850995.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -851113.125000 Penalty: 4394.314941
	Iteration 8Q: 3 clusters Score -851113.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -851184.125000 Penalty: 4394.314941
	Iteration 9Q: 3 clusters Score -851184.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -851233.375000 Penalty: 4394.314941
	Iteration 10Q: 3 clusters Score -851233.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -851259.187500 Penalty: 4394.314941
	Iteration 11Q: 3 clusters Score -851259.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -851281.875000 Penalty: 4394.314941
	Iteration 12Q: 3 clusters Score -851281.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -851294.312500 Penalty: 4394.314941
	Iteration 13Q: 3 clusters Score -851294.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -851301.312500 Penalty: 4394.314941
	Iteration 14Q: 3 clusters Score -851301.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -851306.000000 Penalty: 4394.314941
	Iteration 15Q: 3 clusters Score -851306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -851310.687500 Penalty: 4394.314941
	Iteration 16Q: 3 clusters Score -851310.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -851313.562500 Penalty: 4394.314941
	Iteration 17Q: 3 clusters Score -851313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -851317.812500 Penalty: 4394.314941
	Iteration 18Q: 3 clusters Score -851317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -851320.687500 Penalty: 4394.314941
	Iteration 19Q: 3 clusters Score -851320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -851321.250000 Penalty: 4394.314941
	Iteration 20F: 3 clusters Score -851321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -851323.937500 Penalty: 4394.314941
	Iteration 21Q: 3 clusters Score -851323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -851326.937500 Penalty: 4394.314941
	Iteration 22Q: 3 clusters Score -851326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -851324.812500 Penalty: 4394.314941
	Iteration 23Q: 3 clusters Score -851324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -851326.562500 Penalty: 4394.314941
	Iteration 24Q: 3 clusters Score -851326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -851328.750000 Penalty: 4394.314941
	Iteration 25Q: 3 clusters Score -851328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -851329.437500 Penalty: 4394.314941
	Iteration 26Q: 3 clusters Score -851329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -851331.250000 Penalty: 4394.314941
	Iteration 27Q: 3 clusters Score -851331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -851331.875000 Penalty: 4394.314941
	Iteration 28Q: 3 clusters Score -851331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -851330.187500 Penalty: 4394.314941
	Iteration 29Q: 3 clusters Score -851330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -851329.875000 Penalty: 4394.314941
	Iteration 30Q: 3 clusters Score -851329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -851331.187500 Penalty: 4394.314941
	Iteration 31Q: 3 clusters Score -851331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -851332.062500 Penalty: 4394.314941
	Iteration 32Q: 3 clusters Score -851332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -851332.062500 Penalty: 4394.314941
	Iteration 33Q: 3 clusters Score -851332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -851332.937500 Penalty: 4394.314941
	Iteration 34Q: 3 clusters Score -851332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -851332.937500 Penalty: 4394.314941
	Iteration 35F: 3 clusters Score -851332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -353220.187500 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -353220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350516.812500 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -350516.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -351165.500000 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -351165.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -351412.437500 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -351412.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -351594.750000 Penalty: 3810.968018
	Iteration 3F: 3 clusters Score -351594.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -351748.531250 Penalty: 3810.968018
	Iteration 4F: 3 clusters Score -351748.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -351857.000000 Penalty: 3810.968018
	Iteration 5Q: 3 clusters Score -351857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -351931.625000 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -351931.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -352002.375000 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -352002.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -352069.218750 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -352069.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -352141.437500 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -352141.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -352210.000000 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -352210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -352245.687500 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -352245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -352267.156250 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -352267.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -352288.218750 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -352288.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -352303.593750 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -352303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -352314.250000 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -352314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -352325.281250 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -352325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -352334.656250 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -352334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -352337.187500 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -352337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -352338.125000 Penalty: 3810.968018
	Iteration 19Q: 3 clusters Score -352338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -352338.375000 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -352338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240848 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 67219 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 22431 members 
Mstep: Class 25 contains 47046 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2172 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500048.000000 Penalty: 262415.750000
Iteration 239Q: 77 clusters Score -1.345e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240847 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7056 members 
Mstep: Class 21 contains 67218 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 22431 members 
Mstep: Class 25 contains 47047 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2992 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4589 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2410 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2176 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7081 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2325 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2169 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499936.000000 Penalty: 262415.750000
Iteration 240F: 77 clusters Score -1.344999e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133981 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240848 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67217 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 22429 members 
Mstep: Class 25 contains 47048 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6924 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4592 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2411 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2175 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 11931 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2166 members 
Mstep: Class 76 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500080.000000 Penalty: 262415.750000
Iteration 241Q: 77 clusters Score -1.345001e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133983 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240849 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 13821 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67216 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 22429 members 
Mstep: Class 25 contains 47045 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2993 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35961 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4591 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2412 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 11930 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2325 members 
Mstep: Class 69 contains 1591 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2164 members 
Mstep: Class 76 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500048.000000 Penalty: 262415.750000
Iteration 242Q: 77 clusters Score -1.345e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133986 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240851 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13822 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67215 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47041 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35960 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2413 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2177 members 
Mstep: Class 53 contains 10516 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7083 members 
Mstep: Class 59 contains 11929 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2326 members 
Mstep: Class 69 contains 1590 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7041 members 
Mstep: Class 75 contains 2164 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500224.000000 Penalty: 262415.750000
Iteration 243Q: 77 clusters Score -1.345002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133988 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240852 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47035 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2415 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10517 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2325 members 
Mstep: Class 69 contains 1589 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2160 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500016.000000 Penalty: 262415.750000
Iteration 244Q: 77 clusters Score -1.345e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240852 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2995 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2325 members 
Mstep: Class 69 contains 1589 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2158 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500032.000000 Penalty: 262415.750000
Iteration 245Q: 77 clusters Score -1.345e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240851 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2997 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7092 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2325 members 
Mstep: Class 69 contains 1588 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2157 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499984.000000 Penalty: 262415.750000
Iteration 246Q: 77 clusters Score -1.345e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2998 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7094 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2156 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499968.000000 Penalty: 262415.750000
Iteration 247Q: 77 clusters Score -1.345e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 2999 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7095 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500080.000000 Penalty: 262415.750000
Iteration 248Q: 77 clusters Score -1.345001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7093 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2324 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500128.000000 Penalty: 262415.750000
Iteration 249Q: 77 clusters Score -1.345001e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3008 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500240.000000 Penalty: 262415.750000
Iteration 250Q: 77 clusters Score -1.345002e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3011 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500192.000000 Penalty: 262415.750000
Iteration 251Q: 77 clusters Score -1.345002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7086 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 444 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2154 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500224.000000 Penalty: 262415.750000
Iteration 252Q: 77 clusters Score -1.345002e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7085 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2154 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500240.000000 Penalty: 262415.750000
Iteration 253Q: 77 clusters Score -1.345002e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3014 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2154 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500208.000000 Penalty: 262415.750000
Iteration 254Q: 77 clusters Score -1.345002e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3015 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7083 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1585 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2154 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500240.000000 Penalty: 262415.750000
Iteration 255Q: 77 clusters Score -1.345002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500256.000000 Penalty: 262415.750000
Iteration 256Q: 77 clusters Score -1.345003e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500256.000000 Penalty: 262415.750000
Iteration 257F: 77 clusters Score -1.345003e+08 nChanged 0
Entering ConstructFrom: 
Score: -134500256.000000 Penalty: 262415.750000
Entering ConstructFrom: 
Trying to split cluster 1 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -430249.250000 Penalty: 2023.737671
	Iteration 0F: 2 clusters Score -430249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426654.312500 Penalty: 4047.475342
	Iteration 0F: 3 clusters Score -426654.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -427446.687500 Penalty: 4047.475342
	Iteration 1F: 3 clusters Score -427446.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -427630.718750 Penalty: 4047.475342
	Iteration 2F: 3 clusters Score -427630.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -427723.593750 Penalty: 4047.475342
	Iteration 3Q: 3 clusters Score -427723.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427805.500000 Penalty: 4047.475342
	Iteration 4Q: 3 clusters Score -427805.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -427876.968750 Penalty: 4047.475342
	Iteration 5Q: 3 clusters Score -427877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -427933.468750 Penalty: 4047.475342
	Iteration 6Q: 3 clusters Score -427933.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -427979.500000 Penalty: 4047.475342
	Iteration 7Q: 3 clusters Score -427979.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -428037.312500 Penalty: 4047.475342
	Iteration 8Q: 3 clusters Score -428037.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -428089.218750 Penalty: 4047.475342
	Iteration 9Q: 3 clusters Score -428089.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -428136.750000 Penalty: 4047.475342
	Iteration 10Q: 3 clusters Score -428136.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428190.843750 Penalty: 4047.475342
	Iteration 11Q: 3 clusters Score -428190.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -428243.343750 Penalty: 4047.475342
	Iteration 12Q: 3 clusters Score -428243.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -428284.593750 Penalty: 4047.475342
	Iteration 13Q: 3 clusters Score -428284.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -428336.156250 Penalty: 4047.475342
	Iteration 14Q: 3 clusters Score -428336.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -428388.218750 Penalty: 4047.475342
	Iteration 15Q: 3 clusters Score -428388.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -428436.218750 Penalty: 4047.475342
	Iteration 16Q: 3 clusters Score -428436.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -428482.937500 Penalty: 4047.475342
	Iteration 17Q: 3 clusters Score -428482.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -428538.312500 Penalty: 4047.475342
	Iteration 18Q: 3 clusters Score -428538.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -428600.343750 Penalty: 4047.475342
	Iteration 19Q: 3 clusters Score -428600.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -428674.218750 Penalty: 4047.475342
	Iteration 20F: 3 clusters Score -428674.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -428736.781250 Penalty: 4047.475342
	Iteration 21Q: 3 clusters Score -428736.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -428779.437500 Penalty: 4047.475342
	Iteration 22Q: 3 clusters Score -428779.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -428812.812500 Penalty: 4047.475342
	Iteration 23Q: 3 clusters Score -428812.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -428840.781250 Penalty: 4047.475342
	Iteration 24Q: 3 clusters Score -428840.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -428856.062500 Penalty: 4047.475342
	Iteration 25Q: 3 clusters Score -428856.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -428866.281250 Penalty: 4047.475342
	Iteration 26Q: 3 clusters Score -428866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -428876.062500 Penalty: 4047.475342
	Iteration 27Q: 3 clusters Score -428876.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -428882.875000 Penalty: 4047.475342
	Iteration 28Q: 3 clusters Score -428882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -428887.250000 Penalty: 4047.475342
	Iteration 29Q: 3 clusters Score -428887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -428891.531250 Penalty: 4047.475342
	Iteration 30Q: 3 clusters Score -428891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -428893.156250 Penalty: 4047.475342
	Iteration 31Q: 3 clusters Score -428893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -428894.687500 Penalty: 4047.475342
	Iteration 32Q: 3 clusters Score -428894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -428895.875000 Penalty: 4047.475342
	Iteration 33Q: 3 clusters Score -428895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -428895.593750 Penalty: 4047.475342
	Iteration 34Q: 3 clusters Score -428895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -428897.031250 Penalty: 4047.475342
	Iteration 35Q: 3 clusters Score -428897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -428897.031250 Penalty: 4047.475342
	Iteration 36F: 3 clusters Score -428897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Entering Unmasked Estep 
Score: -4004373.250000 Penalty: 2575.170166
	Iteration 0F: 2 clusters Score -4004373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3982271.250000 Penalty: 5150.340332
	Iteration 0F: 3 clusters Score -3982271 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3990693.250000 Penalty: 5150.340332
	Iteration 1F: 3 clusters Score -3990693 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3991574.250000 Penalty: 5150.340332
	Iteration 2F: 3 clusters Score -3991574 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3992635.500000 Penalty: 5150.340332
	Iteration 3F: 3 clusters Score -3992636 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3993928.750000 Penalty: 5150.340332
	Iteration 4F: 3 clusters Score -3993929 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3995615.000000 Penalty: 5150.340332
	Iteration 5F: 3 clusters Score -3995615 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3997839.750000 Penalty: 5150.340332
	Iteration 6F: 3 clusters Score -3997840 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4000271.250000 Penalty: 5150.340332
	Iteration 7F: 3 clusters Score -4000271 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4002423.000000 Penalty: 5150.340332
	Iteration 8F: 3 clusters Score -4002423 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4003815.000000 Penalty: 5150.340332
	Iteration 9Q: 3 clusters Score -4003815 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4004487.500000 Penalty: 5150.340332
	Iteration 10Q: 3 clusters Score -4004488 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4004766.000000 Penalty: 5150.340332
	Iteration 11Q: 3 clusters Score -4004766 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4004902.500000 Penalty: 5150.340332
	Iteration 12Q: 3 clusters Score -4004902 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4004963.500000 Penalty: 5150.340332
	Iteration 13Q: 3 clusters Score -4004964 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4005023.500000 Penalty: 5150.340332
	Iteration 14Q: 3 clusters Score -4005024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4005040.750000 Penalty: 5150.340332
	Iteration 15Q: 3 clusters Score -4005041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4005046.750000 Penalty: 5150.340332
	Iteration 16Q: 3 clusters Score -4005047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4005047.500000 Penalty: 5150.340332
	Iteration 17Q: 3 clusters Score -4005048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4005076.250000 Penalty: 5150.340332
	Iteration 18Q: 3 clusters Score -4005076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4005077.750000 Penalty: 5150.340332
	Iteration 19Q: 3 clusters Score -4005078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4005093.250000 Penalty: 5150.340332
	Iteration 20F: 3 clusters Score -4005093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4005096.000000 Penalty: 5150.340332
	Iteration 21Q: 3 clusters Score -4005096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4005090.500000 Penalty: 5150.340332
	Iteration 22Q: 3 clusters Score -4005090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4005095.250000 Penalty: 5150.340332
	Iteration 23Q: 3 clusters Score -4005095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4005095.000000 Penalty: 5150.340332
	Iteration 24Q: 3 clusters Score -4005095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4005104.250000 Penalty: 5150.340332
	Iteration 25Q: 3 clusters Score -4005104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4005102.750000 Penalty: 5150.340332
	Iteration 26Q: 3 clusters Score -4005103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4005105.500000 Penalty: 5150.340332
	Iteration 27Q: 3 clusters Score -4005106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4005108.500000 Penalty: 5150.340332
	Iteration 28Q: 3 clusters Score -4005108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4005107.750000 Penalty: 5150.340332
	Iteration 29Q: 3 clusters Score -4005108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4005111.500000 Penalty: 5150.340332
	Iteration 30Q: 3 clusters Score -4005112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4005114.500000 Penalty: 5150.340332
	Iteration 31Q: 3 clusters Score -4005114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4005113.750000 Penalty: 5150.340332
	Iteration 32Q: 3 clusters Score -4005114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4005116.000000 Penalty: 5150.340332
	Iteration 33Q: 3 clusters Score -4005116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4005110.250000 Penalty: 5150.340332
	Iteration 34Q: 3 clusters Score -4005110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4005111.500000 Penalty: 5150.340332
	Iteration 35Q: 3 clusters Score -4005112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4005111.750000 Penalty: 5150.340332
	Iteration 36Q: 3 clusters Score -4005112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4005112.500000 Penalty: 5150.340332
	Iteration 37Q: 3 clusters Score -4005112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4005110.500000 Penalty: 5150.340332
	Iteration 38Q: 3 clusters Score -4005110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4005110.500000 Penalty: 5150.340332
	Iteration 39F: 3 clusters Score -4005110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Mstep: Class 77 contains 21684 members 
Entering Unmasked Estep 
Score: -134500048.000000 Penalty: 265868.593750
Splitting cluster 2 changes total score from -134500256.000000 to -134500048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -48652.996094 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -48653 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 273 members 
Entering Unmasked Estep 
Score: -47269.593750 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -47269.59 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47960.562500 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -47960.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48729.585938 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -48729.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49245.632812 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -49245.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49464.062500 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -49464.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49542.390625 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -49542.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49581.265625 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -49581.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49617.660156 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -49617.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49636.335938 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -49636.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49638.332031 Penalty: 3114.146729
	Iteration 9F: 3 clusters Score -49638.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49643.070312 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -49643.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49643.070312 Penalty: 3114.146729
	Iteration 11F: 3 clusters Score -49643.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 276 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Mstep: Class 77 contains 257 members 
Entering Unmasked Estep 
Score: -134499136.000000 Penalty: 265868.593750
Splitting cluster 3 changes total score from -134500256.000000 to -134499136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -804179.937500 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -804179.9 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 3233 members 
Entering Unmasked Estep 
Score: -798683.875000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -798683.9 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -800098.687500 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -800098.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -800399.250000 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -800399.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -800603.125000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -800603.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -800756.000000 Penalty: 4351.521973
	Iteration 4Q: 3 clusters Score -800756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -800900.625000 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -800900.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -801041.937500 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -801041.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -801198.375000 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -801198.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -801375.500000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -801375.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -801565.187500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -801565.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -801769.687500 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -801769.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -801968.687500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -801968.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -802175.562500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -802175.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -802324.500000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -802324.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -802415.750000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -802415.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -802476.187500 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -802476.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -802514.000000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -802514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -802547.437500 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -802547.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -802576.687500 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -802576.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -802599.375000 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -802599.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -802617.000000 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -802617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -802632.937500 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -802632.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -802642.875000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -802642.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -802650.750000 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -802650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -802656.750000 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -802656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -802661.437500 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -802661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -802665.125000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -802665.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -802670.562500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -802670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -802671.437500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -802671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -802672.562500 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -802672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -802672.562500 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -802672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -802672.187500 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -802672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -802672.375000 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -802672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -802675.000000 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -802675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -802675.375000 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -802675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -802677.000000 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -802677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -802678.062500 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -802678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -802680.812500 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -802680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -802681.187500 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -802681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -802680.875000 Penalty: 4351.521973
	Iteration 39Q: 3 clusters Score -802680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -802680.875000 Penalty: 4351.521973
	Iteration 40F: 3 clusters Score -802680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -348573.812500 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -348573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -345431.625000 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -345431.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -346057.031250 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -346057 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -346217.406250 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -346217.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -346306.750000 Penalty: 3943.973633
	Iteration 3Q: 3 clusters Score -346306.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -346378.312500 Penalty: 3943.973633
	Iteration 4Q: 3 clusters Score -346378.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -346422.156250 Penalty: 3943.973633
	Iteration 5Q: 3 clusters Score -346422.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -346463.562500 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -346463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346496.906250 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -346496.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -346543.437500 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -346543.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -346585.968750 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -346586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -346632.375000 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -346632.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346686.468750 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -346686.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -346737.343750 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -346737.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -346799.031250 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -346799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -346851.812500 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -346851.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -346900.500000 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -346900.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -346941.593750 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -346941.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -346970.125000 Penalty: 3943.973633
	Iteration 17Q: 3 clusters Score -346970.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -346994.531250 Penalty: 3943.973633
	Iteration 18Q: 3 clusters Score -346994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -347009.906250 Penalty: 3943.973633
	Iteration 19Q: 3 clusters Score -347009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -347029.937500 Penalty: 3943.973633
	Iteration 20F: 3 clusters Score -347029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -347050.843750 Penalty: 3943.973633
	Iteration 21Q: 3 clusters Score -347050.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -347064.718750 Penalty: 3943.973633
	Iteration 22Q: 3 clusters Score -347064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -347068.656250 Penalty: 3943.973633
	Iteration 23Q: 3 clusters Score -347068.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -347074.781250 Penalty: 3943.973633
	Iteration 24Q: 3 clusters Score -347074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -347080.312500 Penalty: 3943.973633
	Iteration 25Q: 3 clusters Score -347080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -347083.531250 Penalty: 3943.973633
	Iteration 26Q: 3 clusters Score -347083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -347087.093750 Penalty: 3943.973633
	Iteration 27Q: 3 clusters Score -347087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -347092.687500 Penalty: 3943.973633
	Iteration 28Q: 3 clusters Score -347092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -347096.562500 Penalty: 3943.973633
	Iteration 29Q: 3 clusters Score -347096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -347102.125000 Penalty: 3943.973633
	Iteration 30Q: 3 clusters Score -347102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -347104.687500 Penalty: 3943.973633
	Iteration 31Q: 3 clusters Score -347104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -347104.906250 Penalty: 3943.973633
	Iteration 32Q: 3 clusters Score -347104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -347104.906250 Penalty: 3943.973633
	Iteration 33F: 3 clusters Score -347104.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (133989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133989 members 
Entering Unmasked Estep 
Score: -16746235.000000 Penalty: 2927.767334
	Iteration 0F: 2 clusters Score -1.674624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -16656460.000000 Penalty: 5855.534668
	Iteration 0F: 3 clusters Score -1.665646e+07 nChanged 64210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -16693819.000000 Penalty: 5855.534668
	Iteration 1F: 3 clusters Score -1.669382e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -16695534.000000 Penalty: 5855.534668
	Iteration 2Q: 3 clusters Score -1.669553e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -16697830.000000 Penalty: 5855.534668
	Iteration 3Q: 3 clusters Score -1.669783e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -16700970.000000 Penalty: 5855.534668
	Iteration 4F: 3 clusters Score -1.670097e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -16704645.000000 Penalty: 5855.534668
	Iteration 5F: 3 clusters Score -1.670464e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -16707967.000000 Penalty: 5855.534668
	Iteration 6F: 3 clusters Score -1.670797e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -16710753.000000 Penalty: 5855.534668
	Iteration 7F: 3 clusters Score -1.671075e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -16712539.000000 Penalty: 5855.534668
	Iteration 8Q: 3 clusters Score -1.671254e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -16713829.000000 Penalty: 5855.534668
	Iteration 9Q: 3 clusters Score -1.671383e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -16714796.000000 Penalty: 5855.534668
	Iteration 10Q: 3 clusters Score -1.67148e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -16715799.000000 Penalty: 5855.534668
	Iteration 11Q: 3 clusters Score -1.67158e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -16716937.000000 Penalty: 5855.534668
	Iteration 12Q: 3 clusters Score -1.671694e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -16718497.000000 Penalty: 5855.534668
	Iteration 13Q: 3 clusters Score -1.67185e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -16720488.000000 Penalty: 5855.534668
	Iteration 14Q: 3 clusters Score -1.672049e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -16723304.000000 Penalty: 5855.534668
	Iteration 15Q: 3 clusters Score -1.67233e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -16726906.000000 Penalty: 5855.534668
	Iteration 16Q: 3 clusters Score -1.672691e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -16731050.000000 Penalty: 5855.534668
	Iteration 17Q: 3 clusters Score -1.673105e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -16735400.000000 Penalty: 5855.534668
	Iteration 18Q: 3 clusters Score -1.67354e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -16739046.000000 Penalty: 5855.534668
	Iteration 19Q: 3 clusters Score -1.673905e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -16741287.000000 Penalty: 5855.534668
	Iteration 20F: 3 clusters Score -1.674129e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -16742470.000000 Penalty: 5855.534668
	Iteration 21Q: 3 clusters Score -1.674247e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132966 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16743027.000000 Penalty: 5855.534668
	Iteration 22Q: 3 clusters Score -1.674303e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16743314.000000 Penalty: 5855.534668
	Iteration 23Q: 3 clusters Score -1.674331e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133389 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16743409.000000 Penalty: 5855.534668
	Iteration 24Q: 3 clusters Score -1.674341e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16743497.000000 Penalty: 5855.534668
	Iteration 25Q: 3 clusters Score -1.67435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16743538.000000 Penalty: 5855.534668
	Iteration 26Q: 3 clusters Score -1.674354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16743602.000000 Penalty: 5855.534668
	Iteration 27Q: 3 clusters Score -1.67436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133578 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16743631.000000 Penalty: 5855.534668
	Iteration 28Q: 3 clusters Score -1.674363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16743659.000000 Penalty: 5855.534668
	Iteration 29Q: 3 clusters Score -1.674366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133600 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16743645.000000 Penalty: 5855.534668
	Iteration 30Q: 3 clusters Score -1.674364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16743673.000000 Penalty: 5855.534668
	Iteration 31Q: 3 clusters Score -1.674367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133604 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16743686.000000 Penalty: 5855.534668
	Iteration 32Q: 3 clusters Score -1.674369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133608 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16743687.000000 Penalty: 5855.534668
	Iteration 33Q: 3 clusters Score -1.674369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16743694.000000 Penalty: 5855.534668
	Iteration 34Q: 3 clusters Score -1.674369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16743695.000000 Penalty: 5855.534668
	Iteration 35Q: 3 clusters Score -1.67437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133619 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16743696.000000 Penalty: 5855.534668
	Iteration 36Q: 3 clusters Score -1.67437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16743701.000000 Penalty: 5855.534668
	Iteration 37Q: 3 clusters Score -1.67437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16743713.000000 Penalty: 5855.534668
	Iteration 38Q: 3 clusters Score -1.674371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133626 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16743715.000000 Penalty: 5855.534668
	Iteration 39Q: 3 clusters Score -1.674372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133627 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16743713.000000 Penalty: 5855.534668
	Iteration 40F: 3 clusters Score -1.674371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133627 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16743715.000000 Penalty: 5855.534668
	Iteration 41Q: 3 clusters Score -1.674372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16743724.000000 Penalty: 5855.534668
	Iteration 42Q: 3 clusters Score -1.674372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16743719.000000 Penalty: 5855.534668
	Iteration 43Q: 3 clusters Score -1.674372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133631 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16743731.000000 Penalty: 5855.534668
	Iteration 44Q: 3 clusters Score -1.674373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133632 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16743734.000000 Penalty: 5855.534668
	Iteration 45Q: 3 clusters Score -1.674373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133633 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16743735.000000 Penalty: 5855.534668
	Iteration 46Q: 3 clusters Score -1.674374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133635 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16743740.000000 Penalty: 5855.534668
	Iteration 47Q: 3 clusters Score -1.674374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16743746.000000 Penalty: 5855.534668
	Iteration 48Q: 3 clusters Score -1.674375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133641 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16743749.000000 Penalty: 5855.534668
	Iteration 49Q: 3 clusters Score -1.674375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133642 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16743745.000000 Penalty: 5855.534668
	Iteration 50Q: 3 clusters Score -1.674374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133642 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16743745.000000 Penalty: 5855.534668
	Iteration 51F: 3 clusters Score -1.674374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -141975.968750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -141976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139919.140625 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -139919.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140241.406250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -140241.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140342.343750 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -140342.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140389.078125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -140389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140406.265625 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -140406.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140419.468750 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -140419.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140428.125000 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -140428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140430.484375 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -140430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140433.265625 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -140433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140436.000000 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -140436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140438.265625 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -140438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140438.546875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -140438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140438.546875 Penalty: 3501.996338
	Iteration 12F: 3 clusters Score -140438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1127694.125000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1127694 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 4968 members 
Entering Unmasked Estep 
Score: -1120074.750000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1120075 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1122528.000000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1122528 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1123009.625000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1123010 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1123404.000000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1123404 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1123758.375000 Penalty: 4572.379395
	Iteration 4F: 3 clusters Score -1123758 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1124079.250000 Penalty: 4572.379395
	Iteration 5Q: 3 clusters Score -1124079 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1124363.500000 Penalty: 4572.379395
	Iteration 6Q: 3 clusters Score -1124364 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1124645.250000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1124645 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1124874.125000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1124874 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1125056.375000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1125056 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1125183.250000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1125183 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1125280.500000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1125280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1125351.625000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1125352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1125408.875000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1125409 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1125462.250000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1125462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1125506.625000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1125507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1125539.500000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1125540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1125569.000000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1125569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1125592.750000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1125593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1125615.875000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1125616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1125628.125000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1125628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1125643.000000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1125643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1125661.625000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1125662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1125681.250000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1125681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1125691.375000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1125691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1125695.875000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1125696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1125705.125000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1125705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1125708.000000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1125708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1125720.125000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1125720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1125729.875000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1125730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1125743.500000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1125744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1125749.500000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1125750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1125760.250000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1125760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1125765.125000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1125765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1125772.750000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1125773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1125780.000000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1125780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1125786.625000 Penalty: 4572.379395
	Iteration 36Q: 3 clusters Score -1125787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1125788.625000 Penalty: 4572.379395
	Iteration 37Q: 3 clusters Score -1125789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1125797.250000 Penalty: 4572.379395
	Iteration 38Q: 3 clusters Score -1125797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1125800.250000 Penalty: 4572.379395
	Iteration 39Q: 3 clusters Score -1125800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1125809.000000 Penalty: 4572.379395
	Iteration 40F: 3 clusters Score -1125809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1125812.000000 Penalty: 4572.379395
	Iteration 41Q: 3 clusters Score -1125812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1125817.750000 Penalty: 4572.379395
	Iteration 42Q: 3 clusters Score -1125818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1125820.625000 Penalty: 4572.379395
	Iteration 43Q: 3 clusters Score -1125821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1125823.125000 Penalty: 4572.379395
	Iteration 44Q: 3 clusters Score -1125823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1125822.375000 Penalty: 4572.379395
	Iteration 45Q: 3 clusters Score -1125822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1125826.000000 Penalty: 4572.379395
	Iteration 46Q: 3 clusters Score -1125826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1125827.000000 Penalty: 4572.379395
	Iteration 47Q: 3 clusters Score -1125827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1125833.375000 Penalty: 4572.379395
	Iteration 48Q: 3 clusters Score -1125833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1125839.000000 Penalty: 4572.379395
	Iteration 49Q: 3 clusters Score -1125839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1125841.375000 Penalty: 4572.379395
	Iteration 50Q: 3 clusters Score -1125841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1125841.875000 Penalty: 4572.379395
	Iteration 51Q: 3 clusters Score -1125842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1125845.625000 Penalty: 4572.379395
	Iteration 52Q: 3 clusters Score -1125846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1125848.875000 Penalty: 4572.379395
	Iteration 53Q: 3 clusters Score -1125849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1125852.250000 Penalty: 4572.379395
	Iteration 54Q: 3 clusters Score -1125852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1125855.125000 Penalty: 4572.379395
	Iteration 55Q: 3 clusters Score -1125855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1125858.250000 Penalty: 4572.379395
	Iteration 56Q: 3 clusters Score -1125858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1125861.625000 Penalty: 4572.379395
	Iteration 57Q: 3 clusters Score -1125862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1125862.875000 Penalty: 4572.379395
	Iteration 58Q: 3 clusters Score -1125863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1125864.750000 Penalty: 4572.379395
	Iteration 59Q: 3 clusters Score -1125865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1125863.500000 Penalty: 4572.379395
	Iteration 60F: 3 clusters Score -1125864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1125863.250000 Penalty: 4572.379395
	Iteration 61Q: 3 clusters Score -1125863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1125864.875000 Penalty: 4572.379395
	Iteration 62Q: 3 clusters Score -1125865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1125865.875000 Penalty: 4572.379395
	Iteration 63Q: 3 clusters Score -1125866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1125868.125000 Penalty: 4572.379395
	Iteration 64Q: 3 clusters Score -1125868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1125868.875000 Penalty: 4572.379395
	Iteration 65Q: 3 clusters Score -1125869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1125870.750000 Penalty: 4572.379395
	Iteration 66Q: 3 clusters Score -1125871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1125873.250000 Penalty: 4572.379395
	Iteration 67Q: 3 clusters Score -1125873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1125870.875000 Penalty: 4572.379395
	Iteration 68Q: 3 clusters Score -1125871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1125874.500000 Penalty: 4572.379395
	Iteration 69Q: 3 clusters Score -1125874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1125876.000000 Penalty: 4572.379395
	Iteration 70Q: 3 clusters Score -1125876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1125879.625000 Penalty: 4572.379395
	Iteration 71Q: 3 clusters Score -1125880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1125879.875000 Penalty: 4572.379395
	Iteration 72Q: 3 clusters Score -1125880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1125880.625000 Penalty: 4572.379395
	Iteration 73Q: 3 clusters Score -1125881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1125881.875000 Penalty: 4572.379395
	Iteration 74Q: 3 clusters Score -1125882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1125884.500000 Penalty: 4572.379395
	Iteration 75Q: 3 clusters Score -1125884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1125886.750000 Penalty: 4572.379395
	Iteration 76Q: 3 clusters Score -1125887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1125888.250000 Penalty: 4572.379395
	Iteration 77Q: 3 clusters Score -1125888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1125889.375000 Penalty: 4572.379395
	Iteration 78Q: 3 clusters Score -1125889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1125892.000000 Penalty: 4572.379395
	Iteration 79Q: 3 clusters Score -1125892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1125892.500000 Penalty: 4572.379395
	Iteration 80F: 3 clusters Score -1125892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1125891.000000 Penalty: 4572.379395
	Iteration 81Q: 3 clusters Score -1125891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1125892.875000 Penalty: 4572.379395
	Iteration 82Q: 3 clusters Score -1125893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1125892.250000 Penalty: 4572.379395
	Iteration 83Q: 3 clusters Score -1125892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1125895.500000 Penalty: 4572.379395
	Iteration 84Q: 3 clusters Score -1125896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1125896.250000 Penalty: 4572.379395
	Iteration 85Q: 3 clusters Score -1125896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1125895.875000 Penalty: 4572.379395
	Iteration 86Q: 3 clusters Score -1125896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1125896.000000 Penalty: 4572.379395
	Iteration 87Q: 3 clusters Score -1125896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125896.000000 Penalty: 4572.379395
	Iteration 88Q: 3 clusters Score -1125896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125894.250000 Penalty: 4572.379395
	Iteration 89Q: 3 clusters Score -1125894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125895.625000 Penalty: 4572.379395
	Iteration 90Q: 3 clusters Score -1125896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125895.625000 Penalty: 4572.379395
	Iteration 91F: 3 clusters Score -1125896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Entering Unmasked Estep 
Score: -4657092.500000 Penalty: 2611.754639
	Iteration 0F: 2 clusters Score -4657092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4631787.500000 Penalty: 5223.509277
	Iteration 0F: 3 clusters Score -4631788 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4641914.500000 Penalty: 5223.509277
	Iteration 1F: 3 clusters Score -4641914 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4643409.000000 Penalty: 5223.509277
	Iteration 2F: 3 clusters Score -4643409 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4645255.500000 Penalty: 5223.509277
	Iteration 3F: 3 clusters Score -4645256 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4647035.000000 Penalty: 5223.509277
	Iteration 4F: 3 clusters Score -4647035 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4648539.500000 Penalty: 5223.509277
	Iteration 5F: 3 clusters Score -4648540 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4649680.000000 Penalty: 5223.509277
	Iteration 6F: 3 clusters Score -4649680 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4650554.500000 Penalty: 5223.509277
	Iteration 7Q: 3 clusters Score -4650554 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4651169.000000 Penalty: 5223.509277
	Iteration 8Q: 3 clusters Score -4651169 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4651748.000000 Penalty: 5223.509277
	Iteration 9Q: 3 clusters Score -4651748 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4652160.500000 Penalty: 5223.509277
	Iteration 10Q: 3 clusters Score -4652160 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4652472.000000 Penalty: 5223.509277
	Iteration 11Q: 3 clusters Score -4652472 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4652666.000000 Penalty: 5223.509277
	Iteration 12Q: 3 clusters Score -4652666 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4652866.000000 Penalty: 5223.509277
	Iteration 13Q: 3 clusters Score -4652866 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4652995.000000 Penalty: 5223.509277
	Iteration 14Q: 3 clusters Score -4652995 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4653132.000000 Penalty: 5223.509277
	Iteration 15Q: 3 clusters Score -4653132 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4653248.000000 Penalty: 5223.509277
	Iteration 16Q: 3 clusters Score -4653248 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4653307.000000 Penalty: 5223.509277
	Iteration 17Q: 3 clusters Score -4653307 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4653391.000000 Penalty: 5223.509277
	Iteration 18Q: 3 clusters Score -4653391 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4653459.000000 Penalty: 5223.509277
	Iteration 19Q: 3 clusters Score -4653459 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4653490.000000 Penalty: 5223.509277
	Iteration 20F: 3 clusters Score -4653490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4653522.000000 Penalty: 5223.509277
	Iteration 21Q: 3 clusters Score -4653522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4653540.500000 Penalty: 5223.509277
	Iteration 22Q: 3 clusters Score -4653540 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4653568.500000 Penalty: 5223.509277
	Iteration 23Q: 3 clusters Score -4653568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4653574.000000 Penalty: 5223.509277
	Iteration 24Q: 3 clusters Score -4653574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4653602.000000 Penalty: 5223.509277
	Iteration 25Q: 3 clusters Score -4653602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4653617.500000 Penalty: 5223.509277
	Iteration 26Q: 3 clusters Score -4653618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4653619.000000 Penalty: 5223.509277
	Iteration 27Q: 3 clusters Score -4653619 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4653629.000000 Penalty: 5223.509277
	Iteration 28Q: 3 clusters Score -4653629 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4653647.000000 Penalty: 5223.509277
	Iteration 29Q: 3 clusters Score -4653647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4653644.000000 Penalty: 5223.509277
	Iteration 30Q: 3 clusters Score -4653644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4653655.000000 Penalty: 5223.509277
	Iteration 31Q: 3 clusters Score -4653655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4653660.000000 Penalty: 5223.509277
	Iteration 32Q: 3 clusters Score -4653660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4653657.500000 Penalty: 5223.509277
	Iteration 33Q: 3 clusters Score -4653658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4653674.000000 Penalty: 5223.509277
	Iteration 34Q: 3 clusters Score -4653674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4653684.000000 Penalty: 5223.509277
	Iteration 35Q: 3 clusters Score -4653684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -4653693.000000 Penalty: 5223.509277
	Iteration 36Q: 3 clusters Score -4653693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4653704.000000 Penalty: 5223.509277
	Iteration 37Q: 3 clusters Score -4653704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4653707.000000 Penalty: 5223.509277
	Iteration 38Q: 3 clusters Score -4653707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4653714.000000 Penalty: 5223.509277
	Iteration 39Q: 3 clusters Score -4653714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4653714.500000 Penalty: 5223.509277
	Iteration 40F: 3 clusters Score -4653714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -4653729.000000 Penalty: 5223.509277
	Iteration 41Q: 3 clusters Score -4653729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4653737.500000 Penalty: 5223.509277
	Iteration 42Q: 3 clusters Score -4653738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4653762.000000 Penalty: 5223.509277
	Iteration 43Q: 3 clusters Score -4653762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4653749.000000 Penalty: 5223.509277
	Iteration 44Q: 3 clusters Score -4653749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4653761.000000 Penalty: 5223.509277
	Iteration 45Q: 3 clusters Score -4653761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4653769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4653772.500000 Penalty: 5223.509277
	Iteration 47Q: 3 clusters Score -4653772 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4653781.000000 Penalty: 5223.509277
	Iteration 48Q: 3 clusters Score -4653781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4653778.000000 Penalty: 5223.509277
	Iteration 49Q: 3 clusters Score -4653778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4653777.000000 Penalty: 5223.509277
	Iteration 50Q: 3 clusters Score -4653777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4653786 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -4653797.500000 Penalty: 5223.509277
	Iteration 52Q: 3 clusters Score -4653798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4653814.500000 Penalty: 5223.509277
	Iteration 53Q: 3 clusters Score -4653814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4653810.000000 Penalty: 5223.509277
	Iteration 54Q: 3 clusters Score -4653810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4653820.500000 Penalty: 5223.509277
	Iteration 55Q: 3 clusters Score -4653820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4653839.000000 Penalty: 5223.509277
	Iteration 56Q: 3 clusters Score -4653839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4653842.500000 Penalty: 5223.509277
	Iteration 57Q: 3 clusters Score -4653842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -4653831.500000 Penalty: 5223.509277
	Iteration 58Q: 3 clusters Score -4653832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4653839.000000 Penalty: 5223.509277
	Iteration 59Q: 3 clusters Score -4653839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4653846.500000 Penalty: 5223.509277
	Iteration 60F: 3 clusters Score -4653846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4653854.000000 Penalty: 5223.509277
	Iteration 61Q: 3 clusters Score -4653854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4653849.500000 Penalty: 5223.509277
	Iteration 62Q: 3 clusters Score -4653850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4653831.000000 Penalty: 5223.509277
	Iteration 63Q: 3 clusters Score -4653831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4653839.000000 Penalty: 5223.509277
	Iteration 64Q: 3 clusters Score -4653839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4653853.500000 Penalty: 5223.509277
	Iteration 65Q: 3 clusters Score -4653854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4653853.500000 Penalty: 5223.509277
	Iteration 66Q: 3 clusters Score -4653854 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4653858.500000 Penalty: 5223.509277
	Iteration 67Q: 3 clusters Score -4653858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4653868.500000 Penalty: 5223.509277
	Iteration 68Q: 3 clusters Score -4653868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4653887.000000 Penalty: 5223.509277
	Iteration 69Q: 3 clusters Score -4653887 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -4653895.000000 Penalty: 5223.509277
	Iteration 70Q: 3 clusters Score -4653895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4653908.500000 Penalty: 5223.509277
	Iteration 71Q: 3 clusters Score -4653908 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4653934.000000 Penalty: 5223.509277
	Iteration 72Q: 3 clusters Score -4653934 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4653946.000000 Penalty: 5223.509277
	Iteration 73Q: 3 clusters Score -4653946 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4653956.500000 Penalty: 5223.509277
	Iteration 74Q: 3 clusters Score -4653956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4654011.500000 Penalty: 5223.509277
	Iteration 75Q: 3 clusters Score -4654012 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4654048.000000 Penalty: 5223.509277
	Iteration 76Q: 3 clusters Score -4654048 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4654088 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4654110 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4654128.500000 Penalty: 5223.509277
	Iteration 79Q: 3 clusters Score -4654128 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4654176.000000 Penalty: 5223.509277
	Iteration 80F: 3 clusters Score -4654176 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4654222.500000 Penalty: 5223.509277
	Iteration 81Q: 3 clusters Score -4654222 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -4654286.000000 Penalty: 5223.509277
	Iteration 82Q: 3 clusters Score -4654286 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4654335.000000 Penalty: 5223.509277
	Iteration 83Q: 3 clusters Score -4654335 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4654384.000000 Penalty: 5223.509277
	Iteration 84Q: 3 clusters Score -4654384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4654450.500000 Penalty: 5223.509277
	Iteration 85Q: 3 clusters Score -4654450 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4654514.500000 Penalty: 5223.509277
	Iteration 86Q: 3 clusters Score -4654514 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -4654569.000000 Penalty: 5223.509277
	Iteration 87Q: 3 clusters Score -4654569 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4654666.000000 Penalty: 5223.509277
	Iteration 88Q: 3 clusters Score -4654666 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4654753.000000 Penalty: 5223.509277
	Iteration 89Q: 3 clusters Score -4654753 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4654858.000000 Penalty: 5223.509277
	Iteration 90Q: 3 clusters Score -4654858 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4654979.000000 Penalty: 5223.509277
	Iteration 91Q: 3 clusters Score -4654979 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -4655059.500000 Penalty: 5223.509277
	Iteration 92Q: 3 clusters Score -4655060 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4655186.500000 Penalty: 5223.509277
	Iteration 93Q: 3 clusters Score -4655186 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4655300.500000 Penalty: 5223.509277
	Iteration 94Q: 3 clusters Score -4655300 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4655387.500000 Penalty: 5223.509277
	Iteration 95Q: 3 clusters Score -4655388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4655449.000000 Penalty: 5223.509277
	Iteration 96Q: 3 clusters Score -4655449 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4655509.000000 Penalty: 5223.509277
	Iteration 97Q: 3 clusters Score -4655509 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4655565.500000 Penalty: 5223.509277
	Iteration 98Q: 3 clusters Score -4655566 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4655596 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4655629.500000 Penalty: 5223.509277
	Iteration 100F: 3 clusters Score -4655630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4655673.000000 Penalty: 5223.509277
	Iteration 101Q: 3 clusters Score -4655673 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4655678.000000 Penalty: 5223.509277
	Iteration 102Q: 3 clusters Score -4655678 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4655696.000000 Penalty: 5223.509277
	Iteration 103Q: 3 clusters Score -4655696 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4655747.000000 Penalty: 5223.509277
	Iteration 104Q: 3 clusters Score -4655747 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4655765 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4655784.500000 Penalty: 5223.509277
	Iteration 106Q: 3 clusters Score -4655784 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4655812.000000 Penalty: 5223.509277
	Iteration 107Q: 3 clusters Score -4655812 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4655831.500000 Penalty: 5223.509277
	Iteration 108Q: 3 clusters Score -4655832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4655855.500000 Penalty: 5223.509277
	Iteration 109Q: 3 clusters Score -4655856 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4655853.500000 Penalty: 5223.509277
	Iteration 110Q: 3 clusters Score -4655854 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4655865.000000 Penalty: 5223.509277
	Iteration 111Q: 3 clusters Score -4655865 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4655880.000000 Penalty: 5223.509277
	Iteration 112Q: 3 clusters Score -4655880 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4655885.000000 Penalty: 5223.509277
	Iteration 113Q: 3 clusters Score -4655885 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4655909.000000 Penalty: 5223.509277
	Iteration 114Q: 3 clusters Score -4655909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4655917.000000 Penalty: 5223.509277
	Iteration 115Q: 3 clusters Score -4655917 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4655921.000000 Penalty: 5223.509277
	Iteration 116Q: 3 clusters Score -4655921 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4655916.500000 Penalty: 5223.509277
	Iteration 117Q: 3 clusters Score -4655916 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4655933.500000 Penalty: 5223.509277
	Iteration 118Q: 3 clusters Score -4655934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4655937.500000 Penalty: 5223.509277
	Iteration 119Q: 3 clusters Score -4655938 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4655943.500000 Penalty: 5223.509277
	Iteration 120F: 3 clusters Score -4655944 nChanged 33
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Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4655945.000000 Penalty: 5223.509277
	Iteration 121Q: 3 clusters Score -4655945 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4655950.000000 Penalty: 5223.509277
	Iteration 122Q: 3 clusters Score -4655950 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4655950 nChanged 25
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Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4655947.000000 Penalty: 5223.509277
	Iteration 124Q: 3 clusters Score -4655947 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4655943.000000 Penalty: 5223.509277
	Iteration 125Q: 3 clusters Score -4655943 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4655950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -4655953.000000 Penalty: 5223.509277
	Iteration 127Q: 3 clusters Score -4655953 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4655962.000000 Penalty: 5223.509277
	Iteration 128Q: 3 clusters Score -4655962 nChanged 8
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4655961.000000 Penalty: 5223.509277
	Iteration 129Q: 3 clusters Score -4655961 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3731 members 
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Entering Unmasked Estep 
Score: -4655959.500000 Penalty: 5223.509277
	Iteration 130Q: 3 clusters Score -4655960 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4655960.000000 Penalty: 5223.509277
	Iteration 131Q: 3 clusters Score -4655960 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
Score: -4655957.000000 Penalty: 5223.509277
	Iteration 132Q: 3 clusters Score -4655957 nChanged 7
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Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4655962 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4655957.000000 Penalty: 5223.509277
	Iteration 134Q: 3 clusters Score -4655957 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4655958.000000 Penalty: 5223.509277
	Iteration 135Q: 3 clusters Score -4655958 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4655962.500000 Penalty: 5223.509277
	Iteration 136Q: 3 clusters Score -4655962 nChanged 1
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Entering Unmasked Estep 
Score: -4655955.500000 Penalty: 5223.509277
	Iteration 137Q: 3 clusters Score -4655956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4655961.000000 Penalty: 5223.509277
	Iteration 138Q: 3 clusters Score -4655961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4655960.000000 Penalty: 5223.509277
	Iteration 139Q: 3 clusters Score -4655960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4655961.500000 Penalty: 5223.509277
	Iteration 140F: 3 clusters Score -4655962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4655967.000000 Penalty: 5223.509277
	Iteration 141Q: 3 clusters Score -4655967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4655958.000000 Penalty: 5223.509277
	Iteration 142Q: 3 clusters Score -4655958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4655959.000000 Penalty: 5223.509277
	Iteration 143Q: 3 clusters Score -4655959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4655958.000000 Penalty: 5223.509277
	Iteration 144Q: 3 clusters Score -4655958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4655954.500000 Penalty: 5223.509277
	Iteration 145Q: 3 clusters Score -4655954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4655953.500000 Penalty: 5223.509277
	Iteration 146Q: 3 clusters Score -4655954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4655957.500000 Penalty: 5223.509277
	Iteration 147Q: 3 clusters Score -4655958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4655960.500000 Penalty: 5223.509277
	Iteration 148Q: 3 clusters Score -4655960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4655960.000000 Penalty: 5223.509277
	Iteration 149Q: 3 clusters Score -4655960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4655960.500000 Penalty: 5223.509277
	Iteration 150Q: 3 clusters Score -4655960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4655964.500000 Penalty: 5223.509277
	Iteration 151Q: 3 clusters Score -4655964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4655964.500000 Penalty: 5223.509277
	Iteration 152F: 3 clusters Score -4655964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Entering Unmasked Estep 
Score: -4354833.500000 Penalty: 2592.878906
	Iteration 0F: 2 clusters Score -4354834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4331223.000000 Penalty: 5185.757812
	Iteration 0F: 3 clusters Score -4331223 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4340312.000000 Penalty: 5185.757812
	Iteration 1F: 3 clusters Score -4340312 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -4341387.000000 Penalty: 5185.757812
	Iteration 2F: 3 clusters Score -4341387 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4342261.500000 Penalty: 5185.757812
	Iteration 3F: 3 clusters Score -4342262 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4342976.500000 Penalty: 5185.757812
	Iteration 4Q: 3 clusters Score -4342976 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4343620.500000 Penalty: 5185.757812
	Iteration 5Q: 3 clusters Score -4343620 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4344169.500000 Penalty: 5185.757812
	Iteration 6Q: 3 clusters Score -4344170 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4344761.000000 Penalty: 5185.757812
	Iteration 7Q: 3 clusters Score -4344761 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4345380.000000 Penalty: 5185.757812
	Iteration 8Q: 3 clusters Score -4345380 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4346077.000000 Penalty: 5185.757812
	Iteration 9Q: 3 clusters Score -4346077 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4346834.500000 Penalty: 5185.757812
	Iteration 10Q: 3 clusters Score -4346834 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4347679.000000 Penalty: 5185.757812
	Iteration 11Q: 3 clusters Score -4347679 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4348468.000000 Penalty: 5185.757812
	Iteration 12Q: 3 clusters Score -4348468 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4349248.000000 Penalty: 5185.757812
	Iteration 13Q: 3 clusters Score -4349248 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4349912.000000 Penalty: 5185.757812
	Iteration 14Q: 3 clusters Score -4349912 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4350573.000000 Penalty: 5185.757812
	Iteration 15Q: 3 clusters Score -4350573 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4351206.500000 Penalty: 5185.757812
	Iteration 16Q: 3 clusters Score -4351206 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4351821.500000 Penalty: 5185.757812
	Iteration 17Q: 3 clusters Score -4351822 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4352372.000000 Penalty: 5185.757812
	Iteration 18Q: 3 clusters Score -4352372 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4352812.500000 Penalty: 5185.757812
	Iteration 19Q: 3 clusters Score -4352812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4353164.000000 Penalty: 5185.757812
	Iteration 20F: 3 clusters Score -4353164 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4353418.500000 Penalty: 5185.757812
	Iteration 21Q: 3 clusters Score -4353418 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4353584.500000 Penalty: 5185.757812
	Iteration 22Q: 3 clusters Score -4353584 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4353739.000000 Penalty: 5185.757812
	Iteration 23Q: 3 clusters Score -4353739 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4353810.000000 Penalty: 5185.757812
	Iteration 24Q: 3 clusters Score -4353810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4353887.000000 Penalty: 5185.757812
	Iteration 25Q: 3 clusters Score -4353887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4353926.000000 Penalty: 5185.757812
	Iteration 26Q: 3 clusters Score -4353926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4353956.500000 Penalty: 5185.757812
	Iteration 27Q: 3 clusters Score -4353956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4353980.000000 Penalty: 5185.757812
	Iteration 28Q: 3 clusters Score -4353980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4353998.500000 Penalty: 5185.757812
	Iteration 29Q: 3 clusters Score -4353998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4353996.500000 Penalty: 5185.757812
	Iteration 30Q: 3 clusters Score -4353996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4354006.500000 Penalty: 5185.757812
	Iteration 31Q: 3 clusters Score -4354006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4354021.000000 Penalty: 5185.757812
	Iteration 32Q: 3 clusters Score -4354021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4354018.500000 Penalty: 5185.757812
	Iteration 33Q: 3 clusters Score -4354018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4354018.000000 Penalty: 5185.757812
	Iteration 34Q: 3 clusters Score -4354018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4354024.500000 Penalty: 5185.757812
	Iteration 35Q: 3 clusters Score -4354024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4354026.500000 Penalty: 5185.757812
	Iteration 36Q: 3 clusters Score -4354026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4354020.500000 Penalty: 5185.757812
	Iteration 37Q: 3 clusters Score -4354020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4354024.500000 Penalty: 5185.757812
	Iteration 38Q: 3 clusters Score -4354024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4354026.500000 Penalty: 5185.757812
	Iteration 39Q: 3 clusters Score -4354026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4354035.500000 Penalty: 5185.757812
	Iteration 40F: 3 clusters Score -4354036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4354046.000000 Penalty: 5185.757812
	Iteration 41Q: 3 clusters Score -4354046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4354049.000000 Penalty: 5185.757812
	Iteration 42Q: 3 clusters Score -4354049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4354051.500000 Penalty: 5185.757812
	Iteration 43Q: 3 clusters Score -4354052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4354054.000000 Penalty: 5185.757812
	Iteration 44Q: 3 clusters Score -4354054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4354054.000000 Penalty: 5185.757812
	Iteration 45Q: 3 clusters Score -4354054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4354053.500000 Penalty: 5185.757812
	Iteration 46Q: 3 clusters Score -4354054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4354055.500000 Penalty: 5185.757812
	Iteration 47Q: 3 clusters Score -4354056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4354053.000000 Penalty: 5185.757812
	Iteration 48Q: 3 clusters Score -4354053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4354051.000000 Penalty: 5185.757812
	Iteration 49Q: 3 clusters Score -4354051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4354051.000000 Penalty: 5185.757812
	Iteration 50Q: 3 clusters Score -4354051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4354051.000000 Penalty: 5185.757812
	Iteration 51F: 3 clusters Score -4354051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -785782.250000 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -785782.2 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 3224 members 
Entering Unmasked Estep 
Score: -780328.750000 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -780328.8 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -781680.937500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -781680.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -781934.500000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -781934.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -782104.625000 Penalty: 4347.977051
	Iteration 3F: 3 clusters Score -782104.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -782226.000000 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -782226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -782328.000000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -782328 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -782443.312500 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -782443.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -782566.000000 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -782566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -782683.312500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -782683.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -782864.062500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -782864.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -783073.750000 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -783073.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -783303.875000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -783303.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -783526.437500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -783526.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -783714.937500 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -783714.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -783915.875000 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -783915.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -784131.375000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -784131.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -784342.125000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -784342.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -784489.687500 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -784489.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -784574.375000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -784574.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -784630.687500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -784630.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -784669.687500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -784669.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -784686.562500 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -784686.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -784695.375000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -784695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -784702.500000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -784702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -784711.500000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -784711.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -784714.750000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -784714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -784725.187500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -784725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -784727.562500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -784727.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -784732.312500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -784732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -784733.687500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -784733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -784734.062500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -784734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -784735.187500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -784735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -784734.875000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -784734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -784737.187500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -784737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -784736.312500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -784736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -784736.687500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -784736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -784737.875000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -784737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -784737.875000 Penalty: 4347.977051
	Iteration 37F: 3 clusters Score -784737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -851324.500000 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -851324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -845527.000000 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -845527 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -847084.062500 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -847084.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -847327.500000 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -847327.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -847491.187500 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -847491.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -847599.187500 Penalty: 4393.327637
	Iteration 4Q: 3 clusters Score -847599.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -847692.250000 Penalty: 4393.327637
	Iteration 5Q: 3 clusters Score -847692.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -847778.562500 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -847778.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -847862.375000 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -847862.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -847930.312500 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -847930.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -847983.062500 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -847983.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -848037.562500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -848037.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -848093.000000 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -848093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -848145.687500 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -848145.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -848198.000000 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -848198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -848252.062500 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -848252.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -848304.812500 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -848304.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -848371.562500 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -848371.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -848453.375000 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -848453.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -848543.437500 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -848543.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -848658.875000 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -848658.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -848775.812500 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -848775.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -848875.187500 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -848875.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -848974.000000 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -848974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -849070.687500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -849070.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -849156.625000 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -849156.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -849224.187500 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -849224.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -849264.750000 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -849264.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -849293.312500 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -849293.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -849321.500000 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -849321.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -849350.625000 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -849350.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -849383.250000 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -849383.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -849419.562500 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -849419.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -849452.062500 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -849452.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -849478.375000 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -849478.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -849498.062500 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -849498.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -849511.937500 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -849511.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -849521.187500 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -849521.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -849531.625000 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -849531.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -849535.187500 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -849535.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -849546.375000 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -849546.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -849549.937500 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -849549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -849552.875000 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -849552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -849555.500000 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -849555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -849554.375000 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -849554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -849557.187500 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -849557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -849556.500000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -849556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -849560.062500 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -849560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -849560.437500 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -849560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -849561.437500 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -849561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -849561.437500 Penalty: 4393.327637
	Iteration 49F: 3 clusters Score -849561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (240850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240850 members 
Entering Unmasked Estep 
Score: -30233282.000000 Penalty: 3073.198486
	Iteration 0F: 2 clusters Score -3.023328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -30089540.000000 Penalty: 6146.396973
	Iteration 0F: 3 clusters Score -3.008954e+07 nChanged 116249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 123276 members 
Entering Unmasked Estep 
Score: -30158294.000000 Penalty: 6146.396973
	Iteration 1F: 3 clusters Score -3.015829e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 124938 members 
Entering Unmasked Estep 
Score: -30159538.000000 Penalty: 6146.396973
	Iteration 2Q: 3 clusters Score -3.015954e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113275 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -30161110.000000 Penalty: 6146.396973
	Iteration 3Q: 3 clusters Score -3.016111e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109400 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -30163298.000000 Penalty: 6146.396973
	Iteration 4Q: 3 clusters Score -3.01633e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -30166416.000000 Penalty: 6146.396973
	Iteration 5Q: 3 clusters Score -3.016642e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -30171096.000000 Penalty: 6146.396973
	Iteration 6Q: 3 clusters Score -3.01711e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -30178002.000000 Penalty: 6146.396973
	Iteration 7Q: 3 clusters Score -3.0178e+07 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -30187380.000000 Penalty: 6146.396973
	Iteration 8F: 3 clusters Score -3.018738e+07 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 185913 members 
Entering Unmasked Estep 
Score: -30199412.000000 Penalty: 6146.396973
	Iteration 9F: 3 clusters Score -3.019941e+07 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 203162 members 
Entering Unmasked Estep 
Score: -30211756.000000 Penalty: 6146.396973
	Iteration 10F: 3 clusters Score -3.021176e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 217268 members 
Entering Unmasked Estep 
Score: -30221322.000000 Penalty: 6146.396973
	Iteration 11F: 3 clusters Score -3.022132e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 226701 members 
Entering Unmasked Estep 
Score: -30226016.000000 Penalty: 6146.396973
	Iteration 12Q: 3 clusters Score -3.022602e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -30228382.000000 Penalty: 6146.396973
	Iteration 13Q: 3 clusters Score -3.022838e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 235127 members 
Entering Unmasked Estep 
Score: -30229530.000000 Penalty: 6146.396973
	Iteration 14Q: 3 clusters Score -3.022953e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 236748 members 
Entering Unmasked Estep 
Score: -30230206.000000 Penalty: 6146.396973
	Iteration 15Q: 3 clusters Score -3.023021e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 237669 members 
Entering Unmasked Estep 
Score: -30230522.000000 Penalty: 6146.396973
	Iteration 16Q: 3 clusters Score -3.023052e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 238225 members 
Entering Unmasked Estep 
Score: -30230710.000000 Penalty: 6146.396973
	Iteration 17Q: 3 clusters Score -3.023071e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 238572 members 
Entering Unmasked Estep 
Score: -30230758.000000 Penalty: 6146.396973
	Iteration 18Q: 3 clusters Score -3.023076e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 238792 members 
Entering Unmasked Estep 
Score: -30230796.000000 Penalty: 6146.396973
	Iteration 19Q: 3 clusters Score -3.02308e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 238962 members 
Entering Unmasked Estep 
Score: -30230824.000000 Penalty: 6146.396973
	Iteration 20F: 3 clusters Score -3.023082e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 239091 members 
Entering Unmasked Estep 
Score: -30230872.000000 Penalty: 6146.396973
	Iteration 21Q: 3 clusters Score -3.023087e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 239182 members 
Entering Unmasked Estep 
Score: -30230888.000000 Penalty: 6146.396973
	Iteration 22Q: 3 clusters Score -3.023089e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 239256 members 
Entering Unmasked Estep 
Score: -30230962.000000 Penalty: 6146.396973
	Iteration 23Q: 3 clusters Score -3.023096e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 239296 members 
Entering Unmasked Estep 
Score: -30230984.000000 Penalty: 6146.396973
	Iteration 24Q: 3 clusters Score -3.023098e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 239338 members 
Entering Unmasked Estep 
Score: -30231016.000000 Penalty: 6146.396973
	Iteration 25Q: 3 clusters Score -3.023102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 239376 members 
Entering Unmasked Estep 
Score: -30231018.000000 Penalty: 6146.396973
	Iteration 26Q: 3 clusters Score -3.023102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 239404 members 
Entering Unmasked Estep 
Score: -30231042.000000 Penalty: 6146.396973
	Iteration 27Q: 3 clusters Score -3.023104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 239425 members 
Entering Unmasked Estep 
Score: -30231066.000000 Penalty: 6146.396973
	Iteration 28Q: 3 clusters Score -3.023107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 239439 members 
Entering Unmasked Estep 
Score: -30231082.000000 Penalty: 6146.396973
	Iteration 29Q: 3 clusters Score -3.023108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 239458 members 
Entering Unmasked Estep 
Score: -30231088.000000 Penalty: 6146.396973
	Iteration 30Q: 3 clusters Score -3.023109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 239477 members 
Entering Unmasked Estep 
Score: -30231104.000000 Penalty: 6146.396973
	Iteration 31Q: 3 clusters Score -3.02311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 239483 members 
Entering Unmasked Estep 
Score: -30231106.000000 Penalty: 6146.396973
	Iteration 32Q: 3 clusters Score -3.023111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 239488 members 
Entering Unmasked Estep 
Score: -30231130.000000 Penalty: 6146.396973
	Iteration 33Q: 3 clusters Score -3.023113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 239505 members 
Entering Unmasked Estep 
Score: -30231128.000000 Penalty: 6146.396973
	Iteration 34Q: 3 clusters Score -3.023113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 239508 members 
Entering Unmasked Estep 
Score: -30231132.000000 Penalty: 6146.396973
	Iteration 35Q: 3 clusters Score -3.023113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 239513 members 
Entering Unmasked Estep 
Score: -30231134.000000 Penalty: 6146.396973
	Iteration 36Q: 3 clusters Score -3.023113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 239522 members 
Entering Unmasked Estep 
Score: -30231134.000000 Penalty: 6146.396973
	Iteration 37Q: 3 clusters Score -3.023113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 239523 members 
Entering Unmasked Estep 
Score: -30231140.000000 Penalty: 6146.396973
	Iteration 38Q: 3 clusters Score -3.023114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 239528 members 
Entering Unmasked Estep 
Score: -30231140.000000 Penalty: 6146.396973
	Iteration 39Q: 3 clusters Score -3.023114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 239534 members 
Entering Unmasked Estep 
Score: -30231162.000000 Penalty: 6146.396973
	Iteration 40F: 3 clusters Score -3.023116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 239531 members 
Entering Unmasked Estep 
Score: -30231188.000000 Penalty: 6146.396973
	Iteration 41Q: 3 clusters Score -3.023119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 239534 members 
Entering Unmasked Estep 
Score: -30231182.000000 Penalty: 6146.396973
	Iteration 42Q: 3 clusters Score -3.023118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 239535 members 
Entering Unmasked Estep 
Score: -30231178.000000 Penalty: 6146.396973
	Iteration 43Q: 3 clusters Score -3.023118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 239538 members 
Entering Unmasked Estep 
Score: -30231178.000000 Penalty: 6146.396973
	Iteration 44Q: 3 clusters Score -3.023118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 239539 members 
Entering Unmasked Estep 
Score: -30231162.000000 Penalty: 6146.396973
	Iteration 45Q: 3 clusters Score -3.023116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 239539 members 
Entering Unmasked Estep 
Score: -30231162.000000 Penalty: 6146.396973
	Iteration 46F: 3 clusters Score -3.023116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -198555.765625 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -198555.8 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 653 members 
Entering Unmasked Estep 
Score: -196438.859375 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -196438.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197136.875000 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -197136.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197559.875000 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -197559.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -197793.531250 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -197793.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -197958.781250 Penalty: 3560.936768
	Iteration 4F: 3 clusters Score -197958.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -198081.921875 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -198081.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -198146.828125 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -198146.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -198174.687500 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -198174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -198214.109375 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -198214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -198226.953125 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -198227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -198246.671875 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -198246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -198257.593750 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -198257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -198260.515625 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -198260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198263.703125 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -198263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198258.031250 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -198258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -198271.281250 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -198271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -198282.046875 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -198282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198284.796875 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -198284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -198283.046875 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -198283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198280.328125 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -198280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198280.328125 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -198280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Entering Unmasked Estep 
Score: -1719557.250000 Penalty: 2364.472168
	Iteration 0F: 2 clusters Score -1719557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1709495.250000 Penalty: 4728.944336
	Iteration 0F: 3 clusters Score -1709495 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1712611.750000 Penalty: 4728.944336
	Iteration 1F: 3 clusters Score -1712612 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1712972.000000 Penalty: 4728.944336
	Iteration 2F: 3 clusters Score -1712972 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1713250.000000 Penalty: 4728.944336
	Iteration 3F: 3 clusters Score -1713250 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1713528.375000 Penalty: 4728.944336
	Iteration 4Q: 3 clusters Score -1713528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1713812.250000 Penalty: 4728.944336
	Iteration 5Q: 3 clusters Score -1713812 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1714141.375000 Penalty: 4728.944336
	Iteration 6Q: 3 clusters Score -1714141 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1714483.375000 Penalty: 4728.944336
	Iteration 7Q: 3 clusters Score -1714483 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1714879.125000 Penalty: 4728.944336
	Iteration 8Q: 3 clusters Score -1714879 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1715287.875000 Penalty: 4728.944336
	Iteration 9Q: 3 clusters Score -1715288 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1715652.250000 Penalty: 4728.944336
	Iteration 10Q: 3 clusters Score -1715652 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1715988.250000 Penalty: 4728.944336
	Iteration 11Q: 3 clusters Score -1715988 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1716267.125000 Penalty: 4728.944336
	Iteration 12Q: 3 clusters Score -1716267 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1716477.500000 Penalty: 4728.944336
	Iteration 13Q: 3 clusters Score -1716478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1716663.250000 Penalty: 4728.944336
	Iteration 14Q: 3 clusters Score -1716663 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1716789.125000 Penalty: 4728.944336
	Iteration 15Q: 3 clusters Score -1716789 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1716862.250000 Penalty: 4728.944336
	Iteration 16Q: 3 clusters Score -1716862 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1716927.625000 Penalty: 4728.944336
	Iteration 17Q: 3 clusters Score -1716928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1716998.750000 Penalty: 4728.944336
	Iteration 18Q: 3 clusters Score -1716999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1717081.500000 Penalty: 4728.944336
	Iteration 19Q: 3 clusters Score -1717082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1717145.875000 Penalty: 4728.944336
	Iteration 20F: 3 clusters Score -1717146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1717196.250000 Penalty: 4728.944336
	Iteration 21Q: 3 clusters Score -1717196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1717265.875000 Penalty: 4728.944336
	Iteration 22Q: 3 clusters Score -1717266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1717334.875000 Penalty: 4728.944336
	Iteration 23Q: 3 clusters Score -1717335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1717402.500000 Penalty: 4728.944336
	Iteration 24Q: 3 clusters Score -1717402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1717462.125000 Penalty: 4728.944336
	Iteration 25Q: 3 clusters Score -1717462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1717525.250000 Penalty: 4728.944336
	Iteration 26Q: 3 clusters Score -1717525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1717591.875000 Penalty: 4728.944336
	Iteration 27Q: 3 clusters Score -1717592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1717648.375000 Penalty: 4728.944336
	Iteration 28Q: 3 clusters Score -1717648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1717703.250000 Penalty: 4728.944336
	Iteration 29Q: 3 clusters Score -1717703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1717739.375000 Penalty: 4728.944336
	Iteration 30Q: 3 clusters Score -1717739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1717779.500000 Penalty: 4728.944336
	Iteration 31Q: 3 clusters Score -1717780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1717820.000000 Penalty: 4728.944336
	Iteration 32Q: 3 clusters Score -1717820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1717862.875000 Penalty: 4728.944336
	Iteration 33Q: 3 clusters Score -1717863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1717913.500000 Penalty: 4728.944336
	Iteration 34Q: 3 clusters Score -1717914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1717958.250000 Penalty: 4728.944336
	Iteration 35Q: 3 clusters Score -1717958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1717990.625000 Penalty: 4728.944336
	Iteration 36Q: 3 clusters Score -1717991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1718012.000000 Penalty: 4728.944336
	Iteration 37Q: 3 clusters Score -1718012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1718023.875000 Penalty: 4728.944336
	Iteration 38Q: 3 clusters Score -1718024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1718029.250000 Penalty: 4728.944336
	Iteration 39Q: 3 clusters Score -1718029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1718031.375000 Penalty: 4728.944336
	Iteration 40F: 3 clusters Score -1718031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1718035.125000 Penalty: 4728.944336
	Iteration 41Q: 3 clusters Score -1718035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1718037.375000 Penalty: 4728.944336
	Iteration 42Q: 3 clusters Score -1718037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1718038.500000 Penalty: 4728.944336
	Iteration 43Q: 3 clusters Score -1718038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1718037.625000 Penalty: 4728.944336
	Iteration 44Q: 3 clusters Score -1718038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1718040.375000 Penalty: 4728.944336
	Iteration 45Q: 3 clusters Score -1718040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1718043.875000 Penalty: 4728.944336
	Iteration 46Q: 3 clusters Score -1718044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1718045.000000 Penalty: 4728.944336
	Iteration 47Q: 3 clusters Score -1718045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1718049.875000 Penalty: 4728.944336
	Iteration 48Q: 3 clusters Score -1718050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1718051.125000 Penalty: 4728.944336
	Iteration 49Q: 3 clusters Score -1718051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1718054.750000 Penalty: 4728.944336
	Iteration 50Q: 3 clusters Score -1718055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1718059.375000 Penalty: 4728.944336
	Iteration 51Q: 3 clusters Score -1718059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1718061.375000 Penalty: 4728.944336
	Iteration 52Q: 3 clusters Score -1718061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1718059.500000 Penalty: 4728.944336
	Iteration 53Q: 3 clusters Score -1718060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1718062.875000 Penalty: 4728.944336
	Iteration 54Q: 3 clusters Score -1718063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1718061.500000 Penalty: 4728.944336
	Iteration 55Q: 3 clusters Score -1718062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1718060.750000 Penalty: 4728.944336
	Iteration 56Q: 3 clusters Score -1718061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1718060.750000 Penalty: 4728.944336
	Iteration 57F: 3 clusters Score -1718061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -275670.156250 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -275670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -272880.062500 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -272880.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -273426.781250 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -273426.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -273606.031250 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -273606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -273739.343750 Penalty: 3833.730713
	Iteration 3F: 3 clusters Score -273739.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -273845.531250 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -273845.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273909.500000 Penalty: 3833.730713
	Iteration 5Q: 3 clusters Score -273909.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -273957.718750 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -273957.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274012.500000 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -274012.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274058.281250 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -274058.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274098.687500 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -274098.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -274129.593750 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -274129.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -274166.625000 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -274166.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274200.468750 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -274200.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -274221.406250 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -274221.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -274235.031250 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -274235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -274245.625000 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -274245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -274257.625000 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -274257.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -274269.437500 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -274269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274284.593750 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -274284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -274300.093750 Penalty: 3833.730713
	Iteration 19Q: 3 clusters Score -274300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274310.343750 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -274310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274318.781250 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -274318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -274324.187500 Penalty: 3833.730713
	Iteration 22Q: 3 clusters Score -274324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -274336.406250 Penalty: 3833.730713
	Iteration 23Q: 3 clusters Score -274336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -274341.968750 Penalty: 3833.730713
	Iteration 24Q: 3 clusters Score -274342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274344.781250 Penalty: 3833.730713
	Iteration 25Q: 3 clusters Score -274344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274345.906250 Penalty: 3833.730713
	Iteration 26Q: 3 clusters Score -274345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274346.968750 Penalty: 3833.730713
	Iteration 27Q: 3 clusters Score -274347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -274348.718750 Penalty: 3833.730713
	Iteration 28Q: 3 clusters Score -274348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -274355.687500 Penalty: 3833.730713
	Iteration 29Q: 3 clusters Score -274355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -274366.218750 Penalty: 3833.730713
	Iteration 30Q: 3 clusters Score -274366.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -274376.656250 Penalty: 3833.730713
	Iteration 31Q: 3 clusters Score -274376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -274382.187500 Penalty: 3833.730713
	Iteration 32Q: 3 clusters Score -274382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -274385.375000 Penalty: 3833.730713
	Iteration 33Q: 3 clusters Score -274385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -274386.625000 Penalty: 3833.730713
	Iteration 34Q: 3 clusters Score -274386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274388.281250 Penalty: 3833.730713
	Iteration 35Q: 3 clusters Score -274388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -274391.875000 Penalty: 3833.730713
	Iteration 36Q: 3 clusters Score -274391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -274395.875000 Penalty: 3833.730713
	Iteration 37Q: 3 clusters Score -274395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274397.625000 Penalty: 3833.730713
	Iteration 38Q: 3 clusters Score -274397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274400.062500 Penalty: 3833.730713
	Iteration 39Q: 3 clusters Score -274400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -274403.031250 Penalty: 3833.730713
	Iteration 40F: 3 clusters Score -274403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -274404.812500 Penalty: 3833.730713
	Iteration 41Q: 3 clusters Score -274404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -274406.875000 Penalty: 3833.730713
	Iteration 42Q: 3 clusters Score -274406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -274409.562500 Penalty: 3833.730713
	Iteration 43Q: 3 clusters Score -274409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -274414.062500 Penalty: 3833.730713
	Iteration 44Q: 3 clusters Score -274414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274415.000000 Penalty: 3833.730713
	Iteration 45Q: 3 clusters Score -274415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274416.125000 Penalty: 3833.730713
	Iteration 46Q: 3 clusters Score -274416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274416.218750 Penalty: 3833.730713
	Iteration 47Q: 3 clusters Score -274416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274419.406250 Penalty: 3833.730713
	Iteration 48Q: 3 clusters Score -274419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -274423.343750 Penalty: 3833.730713
	Iteration 49Q: 3 clusters Score -274423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -274427.218750 Penalty: 3833.730713
	Iteration 50Q: 3 clusters Score -274427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274433.218750 Penalty: 3833.730713
	Iteration 51Q: 3 clusters Score -274433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274435.781250 Penalty: 3833.730713
	Iteration 52Q: 3 clusters Score -274435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274437.750000 Penalty: 3833.730713
	Iteration 53Q: 3 clusters Score -274437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -274437.968750 Penalty: 3833.730713
	Iteration 54Q: 3 clusters Score -274438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -274437.968750 Penalty: 3833.730713
	Iteration 55F: 3 clusters Score -274438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Entering Unmasked Estep 
Score: -3243387.750000 Penalty: 2526.098389
	Iteration 0F: 2 clusters Score -3243388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3225069.750000 Penalty: 5052.196777
	Iteration 0F: 3 clusters Score -3225070 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3231668.250000 Penalty: 5052.196777
	Iteration 1F: 3 clusters Score -3231668 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3232486.000000 Penalty: 5052.196777
	Iteration 2F: 3 clusters Score -3232486 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3233416.750000 Penalty: 5052.196777
	Iteration 3F: 3 clusters Score -3233417 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3234442.500000 Penalty: 5052.196777
	Iteration 4F: 3 clusters Score -3234442 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3235500.000000 Penalty: 5052.196777
	Iteration 5F: 3 clusters Score -3235500 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3236417.000000 Penalty: 5052.196777
	Iteration 6F: 3 clusters Score -3236417 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3237205.000000 Penalty: 5052.196777
	Iteration 7F: 3 clusters Score -3237205 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3237930.250000 Penalty: 5052.196777
	Iteration 8Q: 3 clusters Score -3237930 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3238615.750000 Penalty: 5052.196777
	Iteration 9Q: 3 clusters Score -3238616 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3239259.750000 Penalty: 5052.196777
	Iteration 10Q: 3 clusters Score -3239260 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3239800.000000 Penalty: 5052.196777
	Iteration 11Q: 3 clusters Score -3239800 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3240187.250000 Penalty: 5052.196777
	Iteration 12Q: 3 clusters Score -3240187 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3240520.750000 Penalty: 5052.196777
	Iteration 13Q: 3 clusters Score -3240521 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3240758.500000 Penalty: 5052.196777
	Iteration 14Q: 3 clusters Score -3240758 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3240955.750000 Penalty: 5052.196777
	Iteration 15Q: 3 clusters Score -3240956 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3241118.250000 Penalty: 5052.196777
	Iteration 16Q: 3 clusters Score -3241118 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3241244.250000 Penalty: 5052.196777
	Iteration 17Q: 3 clusters Score -3241244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3241325.250000 Penalty: 5052.196777
	Iteration 18Q: 3 clusters Score -3241325 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3241421.250000 Penalty: 5052.196777
	Iteration 19Q: 3 clusters Score -3241421 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3241508.750000 Penalty: 5052.196777
	Iteration 20F: 3 clusters Score -3241509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3241585.000000 Penalty: 5052.196777
	Iteration 21Q: 3 clusters Score -3241585 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3241662.000000 Penalty: 5052.196777
	Iteration 22Q: 3 clusters Score -3241662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3241714.500000 Penalty: 5052.196777
	Iteration 23Q: 3 clusters Score -3241714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3241755.000000 Penalty: 5052.196777
	Iteration 24Q: 3 clusters Score -3241755 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3241809.250000 Penalty: 5052.196777
	Iteration 25Q: 3 clusters Score -3241809 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3241865.500000 Penalty: 5052.196777
	Iteration 26Q: 3 clusters Score -3241866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3241899.500000 Penalty: 5052.196777
	Iteration 27Q: 3 clusters Score -3241900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3241925.500000 Penalty: 5052.196777
	Iteration 28Q: 3 clusters Score -3241926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3241945.500000 Penalty: 5052.196777
	Iteration 29Q: 3 clusters Score -3241946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3241952.000000 Penalty: 5052.196777
	Iteration 30Q: 3 clusters Score -3241952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3241961.500000 Penalty: 5052.196777
	Iteration 31Q: 3 clusters Score -3241962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3241967.000000 Penalty: 5052.196777
	Iteration 32Q: 3 clusters Score -3241967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3241976.750000 Penalty: 5052.196777
	Iteration 33Q: 3 clusters Score -3241977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3241981.000000 Penalty: 5052.196777
	Iteration 34Q: 3 clusters Score -3241981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3241983.000000 Penalty: 5052.196777
	Iteration 35Q: 3 clusters Score -3241983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3241992.750000 Penalty: 5052.196777
	Iteration 36Q: 3 clusters Score -3241993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3241999.250000 Penalty: 5052.196777
	Iteration 37Q: 3 clusters Score -3241999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3242000.500000 Penalty: 5052.196777
	Iteration 38Q: 3 clusters Score -3242000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3242010.500000 Penalty: 5052.196777
	Iteration 39Q: 3 clusters Score -3242010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3242017.500000 Penalty: 5052.196777
	Iteration 40F: 3 clusters Score -3242018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3242032.000000 Penalty: 5052.196777
	Iteration 41Q: 3 clusters Score -3242032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3242032.750000 Penalty: 5052.196777
	Iteration 42Q: 3 clusters Score -3242033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3242032.750000 Penalty: 5052.196777
	Iteration 43Q: 3 clusters Score -3242033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3242045.500000 Penalty: 5052.196777
	Iteration 44Q: 3 clusters Score -3242046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3242049.000000 Penalty: 5052.196777
	Iteration 45Q: 3 clusters Score -3242049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3242056.750000 Penalty: 5052.196777
	Iteration 46Q: 3 clusters Score -3242057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3242070.250000 Penalty: 5052.196777
	Iteration 47Q: 3 clusters Score -3242070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3242072.750000 Penalty: 5052.196777
	Iteration 48Q: 3 clusters Score -3242073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3242076.250000 Penalty: 5052.196777
	Iteration 49Q: 3 clusters Score -3242076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3242074.500000 Penalty: 5052.196777
	Iteration 50Q: 3 clusters Score -3242074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3242073.000000 Penalty: 5052.196777
	Iteration 51Q: 3 clusters Score -3242073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3242075.000000 Penalty: 5052.196777
	Iteration 52Q: 3 clusters Score -3242075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3242082.250000 Penalty: 5052.196777
	Iteration 53Q: 3 clusters Score -3242082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3242083.750000 Penalty: 5052.196777
	Iteration 54Q: 3 clusters Score -3242084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3242079.000000 Penalty: 5052.196777
	Iteration 55Q: 3 clusters Score -3242079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3242092.000000 Penalty: 5052.196777
	Iteration 56Q: 3 clusters Score -3242092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3242092.750000 Penalty: 5052.196777
	Iteration 57Q: 3 clusters Score -3242093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3242092.750000 Penalty: 5052.196777
	Iteration 58Q: 3 clusters Score -3242093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3242097.250000 Penalty: 5052.196777
	Iteration 59Q: 3 clusters Score -3242097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3242096.250000 Penalty: 5052.196777
	Iteration 60F: 3 clusters Score -3242096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -269967.187500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -269967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267211.031250 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -267211 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -267708.906250 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -267708.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -267830.843750 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -267830.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -267893.312500 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -267893.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267933.156250 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -267933.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267967.250000 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -267967.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267982.812500 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -267982.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267998.812500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -267998.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -268017.218750 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -268017.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -268034.125000 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -268034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268045.125000 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -268045.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -268061.781250 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -268061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -268074.000000 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -268074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -268084.812500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -268084.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268096.875000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -268096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -268109.375000 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -268109.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -268120.562500 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -268120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -268134.406250 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -268134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -268149.812500 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -268149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -268159.750000 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -268159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268172.781250 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -268172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -268182.656250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -268182.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -268193.156250 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -268193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -268204.812500 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -268204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -268218.000000 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -268218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -268232.562500 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -268232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -268243.562500 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -268243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -268254.281250 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -268254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -268264.281250 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -268264.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -268274.625000 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -268274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -268283.250000 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -268283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -268292.156250 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -268292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -268297.562500 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -268297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -268299.000000 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -268299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -268302.687500 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -268302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -268306.468750 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -268306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -268309.875000 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -268309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -268311.781250 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -268311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -268312.312500 Penalty: 3820.467773
	Iteration 38Q: 3 clusters Score -268312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -268313.500000 Penalty: 3820.467773
	Iteration 39Q: 3 clusters Score -268313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -268314.468750 Penalty: 3820.467773
	Iteration 40F: 3 clusters Score -268314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -433640.750000 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -433640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -429959.593750 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -429959.6 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430804.687500 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -430804.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -430996.937500 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -430996.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -431101.312500 Penalty: 4073.433838
	Iteration 3Q: 3 clusters Score -431101.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -431162.593750 Penalty: 4073.433838
	Iteration 4Q: 3 clusters Score -431162.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -431221.156250 Penalty: 4073.433838
	Iteration 5Q: 3 clusters Score -431221.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -431269.218750 Penalty: 4073.433838
	Iteration 6Q: 3 clusters Score -431269.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -431321.718750 Penalty: 4073.433838
	Iteration 7Q: 3 clusters Score -431321.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -431368.593750 Penalty: 4073.433838
	Iteration 8Q: 3 clusters Score -431368.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -431409.031250 Penalty: 4073.433838
	Iteration 9Q: 3 clusters Score -431409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -431455.281250 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -431455.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -431502.906250 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -431502.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -431562.781250 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -431562.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -431615.250000 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -431615.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -431658.843750 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -431658.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -431694.062500 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -431694.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -431728.281250 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -431728.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -431768.281250 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -431768.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431826.187500 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -431826.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -431899.312500 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -431899.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -431981.250000 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -431981.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -432060.343750 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -432060.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -432121.281250 Penalty: 4073.433838
	Iteration 22Q: 3 clusters Score -432121.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -432179.468750 Penalty: 4073.433838
	Iteration 23Q: 3 clusters Score -432179.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -432241.437500 Penalty: 4073.433838
	Iteration 24Q: 3 clusters Score -432241.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -432294.718750 Penalty: 4073.433838
	Iteration 25Q: 3 clusters Score -432294.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -432356.093750 Penalty: 4073.433838
	Iteration 26Q: 3 clusters Score -432356.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -432411.812500 Penalty: 4073.433838
	Iteration 27Q: 3 clusters Score -432411.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -432460.750000 Penalty: 4073.433838
	Iteration 28Q: 3 clusters Score -432460.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -432511.625000 Penalty: 4073.433838
	Iteration 29Q: 3 clusters Score -432511.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -432552.625000 Penalty: 4073.433838
	Iteration 30Q: 3 clusters Score -432552.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432599.375000 Penalty: 4073.433838
	Iteration 31Q: 3 clusters Score -432599.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -432640.531250 Penalty: 4073.433838
	Iteration 32Q: 3 clusters Score -432640.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -432676.406250 Penalty: 4073.433838
	Iteration 33Q: 3 clusters Score -432676.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -432713.062500 Penalty: 4073.433838
	Iteration 34Q: 3 clusters Score -432713.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -432763.156250 Penalty: 4073.433838
	Iteration 35Q: 3 clusters Score -432763.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -432813.875000 Penalty: 4073.433838
	Iteration 36Q: 3 clusters Score -432813.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -432863.437500 Penalty: 4073.433838
	Iteration 37Q: 3 clusters Score -432863.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -432904.062500 Penalty: 4073.433838
	Iteration 38Q: 3 clusters Score -432904.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -432934.062500 Penalty: 4073.433838
	Iteration 39Q: 3 clusters Score -432934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -432950.937500 Penalty: 4073.433838
	Iteration 40F: 3 clusters Score -432950.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432970.687500 Penalty: 4073.433838
	Iteration 41Q: 3 clusters Score -432970.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -432987.500000 Penalty: 4073.433838
	Iteration 42Q: 3 clusters Score -432987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -432991.625000 Penalty: 4073.433838
	Iteration 43Q: 3 clusters Score -432991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -432992.031250 Penalty: 4073.433838
	Iteration 44Q: 3 clusters Score -432992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -432993.625000 Penalty: 4073.433838
	Iteration 45Q: 3 clusters Score -432993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432995.250000 Penalty: 4073.433838
	Iteration 46Q: 3 clusters Score -432995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432995.250000 Penalty: 4073.433838
	Iteration 47F: 3 clusters Score -432995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -874996.562500 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -874996.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -869231.625000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -869231.6 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -870852.000000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -870852 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -871154.125000 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -871154.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -871356.312500 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -871356.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -871521.062500 Penalty: 4395.300293
	Iteration 4Q: 3 clusters Score -871521.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -871697.125000 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -871697.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -871872.750000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -871872.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -872037.500000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -872037.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -872198.437500 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -872198.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -872360.000000 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -872360 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -872514.187500 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -872514.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -872659.187500 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -872659.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -872802.375000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -872802.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -872948.000000 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -872948 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -873102.625000 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -873102.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -873226.875000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -873226.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -873339.500000 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -873339.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -873436.062500 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -873436.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -873508.187500 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -873508.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -873561.562500 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -873561.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -873606.125000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -873606.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -873630.437500 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -873630.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -873647.562500 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -873647.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -873660.125000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -873660.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -873670.875000 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -873670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -873679.812500 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -873679.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -873689.187500 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -873689.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -873699.187500 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -873699.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -873706.937500 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -873706.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -873712.312500 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -873712.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -873714.562500 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -873714.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -873723.250000 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -873723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -873733.437500 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -873733.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -873741.000000 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -873741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -873754.687500 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -873754.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -873764.250000 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -873764.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -873771.500000 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -873771.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -873780.750000 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -873780.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -873787.312500 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -873787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -873791.562500 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -873791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -873796.375000 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -873796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -873797.312500 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -873797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -873797.250000 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -873797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -873799.625000 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -873799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -873802.187500 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -873802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -873801.312500 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -873801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -873802.687500 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -873802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -873800.250000 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -873800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -873801.937500 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -873801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -873802.062500 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -873802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -873803.562500 Penalty: 4395.300293
	Iteration 50Q: 3 clusters Score -873803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -873803.562500 Penalty: 4395.300293
	Iteration 51F: 3 clusters Score -873803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Entering Unmasked Estep 
Score: -8377083.500000 Penalty: 2756.677979
	Iteration 0F: 2 clusters Score -8377084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8331938.500000 Penalty: 5513.355957
	Iteration 0F: 3 clusters Score -8331938 nChanged 31527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8349893.500000 Penalty: 5513.355957
	Iteration 1F: 3 clusters Score -8349894 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -8350601.500000 Penalty: 5513.355957
	Iteration 2Q: 3 clusters Score -8350602 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8351363.500000 Penalty: 5513.355957
	Iteration 3Q: 3 clusters Score -8351364 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -8352275.500000 Penalty: 5513.355957
	Iteration 4Q: 3 clusters Score -8352276 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8353360.000000 Penalty: 5513.355957
	Iteration 5Q: 3 clusters Score -8353360 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -8354660.000000 Penalty: 5513.355957
	Iteration 6Q: 3 clusters Score -8354660 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -8356342.500000 Penalty: 5513.355957
	Iteration 7F: 3 clusters Score -8356342 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8357969.500000 Penalty: 5513.355957
	Iteration 8F: 3 clusters Score -8357970 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8359663.500000 Penalty: 5513.355957
	Iteration 9F: 3 clusters Score -8359664 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8361193.500000 Penalty: 5513.355957
	Iteration 10Q: 3 clusters Score -8361194 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -8362671.500000 Penalty: 5513.355957
	Iteration 11Q: 3 clusters Score -8362672 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -8364184.000000 Penalty: 5513.355957
	Iteration 12Q: 3 clusters Score -8364184 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -8366020.500000 Penalty: 5513.355957
	Iteration 13Q: 3 clusters Score -8366020 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -8368015.000000 Penalty: 5513.355957
	Iteration 14Q: 3 clusters Score -8368015 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -8370071.500000 Penalty: 5513.355957
	Iteration 15Q: 3 clusters Score -8370072 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -8371808.500000 Penalty: 5513.355957
	Iteration 16Q: 3 clusters Score -8371808 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -8373044.500000 Penalty: 5513.355957
	Iteration 17Q: 3 clusters Score -8373044 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -8373755.500000 Penalty: 5513.355957
	Iteration 18Q: 3 clusters Score -8373756 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -8374186.500000 Penalty: 5513.355957
	Iteration 19Q: 3 clusters Score -8374186 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -8374401.000000 Penalty: 5513.355957
	Iteration 20F: 3 clusters Score -8374401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -8374540.000000 Penalty: 5513.355957
	Iteration 21Q: 3 clusters Score -8374540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -8374645.000000 Penalty: 5513.355957
	Iteration 22Q: 3 clusters Score -8374645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -8374696.500000 Penalty: 5513.355957
	Iteration 23Q: 3 clusters Score -8374696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -8374758.000000 Penalty: 5513.355957
	Iteration 24Q: 3 clusters Score -8374758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -8374778.500000 Penalty: 5513.355957
	Iteration 25Q: 3 clusters Score -8374778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -8374814.000000 Penalty: 5513.355957
	Iteration 26Q: 3 clusters Score -8374814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -8374835.000000 Penalty: 5513.355957
	Iteration 27Q: 3 clusters Score -8374835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -8374838.000000 Penalty: 5513.355957
	Iteration 28Q: 3 clusters Score -8374838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -8374856.000000 Penalty: 5513.355957
	Iteration 29Q: 3 clusters Score -8374856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -8374861.000000 Penalty: 5513.355957
	Iteration 30Q: 3 clusters Score -8374861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -8374863.500000 Penalty: 5513.355957
	Iteration 31Q: 3 clusters Score -8374864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -8374869.000000 Penalty: 5513.355957
	Iteration 32Q: 3 clusters Score -8374869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -8374875.500000 Penalty: 5513.355957
	Iteration 33Q: 3 clusters Score -8374876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -8374870.500000 Penalty: 5513.355957
	Iteration 34Q: 3 clusters Score -8374870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -8374874.500000 Penalty: 5513.355957
	Iteration 35Q: 3 clusters Score -8374874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -8374870.500000 Penalty: 5513.355957
	Iteration 36Q: 3 clusters Score -8374870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -8374890.500000 Penalty: 5513.355957
	Iteration 37Q: 3 clusters Score -8374890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -8374888.000000 Penalty: 5513.355957
	Iteration 38Q: 3 clusters Score -8374888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -8374896.500000 Penalty: 5513.355957
	Iteration 39Q: 3 clusters Score -8374896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8374887.000000 Penalty: 5513.355957
	Iteration 40F: 3 clusters Score -8374887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -8374887.000000 Penalty: 5513.355957
	Iteration 41Q: 3 clusters Score -8374887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8374886.500000 Penalty: 5513.355957
	Iteration 42Q: 3 clusters Score -8374886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8374886.000000 Penalty: 5513.355957
	Iteration 43Q: 3 clusters Score -8374886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8374886.000000 Penalty: 5513.355957
	Iteration 44F: 3 clusters Score -8374886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1767753.750000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1767754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1757420.625000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1757421 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1760737.750000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1760738 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1761268.750000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1761269 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1761781.375000 Penalty: 4745.249512
	Iteration 3F: 3 clusters Score -1761781 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1762368.125000 Penalty: 4745.249512
	Iteration 4F: 3 clusters Score -1762368 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1763027.375000 Penalty: 4745.249512
	Iteration 5F: 3 clusters Score -1763027 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1763691.875000 Penalty: 4745.249512
	Iteration 6F: 3 clusters Score -1763692 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1764332.750000 Penalty: 4745.249512
	Iteration 7F: 3 clusters Score -1764333 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1764917.875000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1764918 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1765405.750000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1765406 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1765710.375000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1765710 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1765877.000000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1765877 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1765964.750000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1765965 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1766017.500000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1766018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1766039.000000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1766039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1766068.750000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1766069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1766088.000000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1766088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1766094.375000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1766094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1766108.750000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1766109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1766119.125000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1766119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1766124.250000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1766124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1766136.875000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1766137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1766138.375000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1766138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1766143.500000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1766144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1766147.750000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1766148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1766151.750000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1766152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1766160.875000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1766161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1766162.250000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1766162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1766163.875000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1766164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1766163.375000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1766163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1766170.250000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -1766170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1766169.625000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -1766170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1766173.750000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -1766174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1766173.750000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -1766174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1766177.250000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -1766177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1766175.500000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -1766176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1766175.375000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -1766175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1766175.250000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -1766175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1766181.250000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -1766181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1766181.500000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -1766182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1766182.625000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -1766183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1766181.125000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -1766181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1766183.000000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -1766183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1766181.125000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -1766181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1766181.000000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -1766181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1766179.875000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -1766180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1766183.750000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -1766184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1766184.250000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -1766184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1766185.125000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -1766185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1766184.625000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -1766185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1766184.625000 Penalty: 4745.249512
	Iteration 50F: 3 clusters Score -1766185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -575774.875000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -575774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -571009.125000 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -571009.1 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -572333.625000 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -572333.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -572807.562500 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -572807.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -573269.937500 Penalty: 4268.453613
	Iteration 3F: 3 clusters Score -573269.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -573744.000000 Penalty: 4268.453613
	Iteration 4F: 3 clusters Score -573744 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -574112.187500 Penalty: 4268.453613
	Iteration 5F: 3 clusters Score -574112.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -574390.125000 Penalty: 4268.453613
	Iteration 6F: 3 clusters Score -574390.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -574563.062500 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -574563.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -574701.437500 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -574701.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -574812.125000 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -574812.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -574906.875000 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -574906.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -574993.125000 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -574993.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -575065.750000 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -575065.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -575141.937500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -575141.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -575213.250000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -575213.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -575293.187500 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -575293.2 nChanged 82
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: -575351.062500 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -575351.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -575392.062500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -575392.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -575432.375000 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -575432.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -575474.500000 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -575474.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -575519.000000 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -575519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -575542.250000 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -575542.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -575557.187500 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -575557.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -575571.937500 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -575571.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -575585.562500 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -575585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -575599.125000 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -575599.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -575620.500000 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -575620.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -575650.875000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -575650.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -575677.062500 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -575677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -575698.187500 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -575698.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -575711.375000 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -575711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -575724.125000 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -575724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -575731.375000 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -575731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -575744.375000 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -575744.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -575751.937500 Penalty: 4268.453613
	Iteration 34Q: 3 clusters Score -575751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -575755.437500 Penalty: 4268.453613
	Iteration 35Q: 3 clusters Score -575755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -575759.937500 Penalty: 4268.453613
	Iteration 36Q: 3 clusters Score -575759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -575763.937500 Penalty: 4268.453613
	Iteration 37Q: 3 clusters Score -575763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -575776.750000 Penalty: 4268.453613
	Iteration 38Q: 3 clusters Score -575776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -575783.625000 Penalty: 4268.453613
	Iteration 39Q: 3 clusters Score -575783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -575791.937500 Penalty: 4268.453613
	Iteration 40F: 3 clusters Score -575791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -575794.187500 Penalty: 4268.453613
	Iteration 41Q: 3 clusters Score -575794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -575795.812500 Penalty: 4268.453613
	Iteration 42Q: 3 clusters Score -575795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -575795.875000 Penalty: 4268.453613
	Iteration 43Q: 3 clusters Score -575795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -575795.187500 Penalty: 4268.453613
	Iteration 44Q: 3 clusters Score -575795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -575796.125000 Penalty: 4268.453613
	Iteration 45Q: 3 clusters Score -575796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -575797.125000 Penalty: 4268.453613
	Iteration 46Q: 3 clusters Score -575797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -575797.937500 Penalty: 4268.453613
	Iteration 47Q: 3 clusters Score -575797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -575797.125000 Penalty: 4268.453613
	Iteration 48Q: 3 clusters Score -575797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -575797.125000 Penalty: 4268.453613
	Iteration 49F: 3 clusters Score -575797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 7084 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Mstep: Class 77 contains 4345 members 
Entering Unmasked Estep 
Score: -134498976.000000 Penalty: 265868.593750
Splitting cluster 23 changes total score from -134500256.000000 to -134498976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (22428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Entering Unmasked Estep 
Score: -2765623.750000 Penalty: 2484.480225
	Iteration 0F: 2 clusters Score -2765624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2750127.500000 Penalty: 4968.960449
	Iteration 0F: 3 clusters Score -2750128 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2755479.000000 Penalty: 4968.960449
	Iteration 1F: 3 clusters Score -2755479 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2756002.250000 Penalty: 4968.960449
	Iteration 2F: 3 clusters Score -2756002 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2756494.750000 Penalty: 4968.960449
	Iteration 3Q: 3 clusters Score -2756495 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2756982.500000 Penalty: 4968.960449
	Iteration 4Q: 3 clusters Score -2756982 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2757556.250000 Penalty: 4968.960449
	Iteration 5Q: 3 clusters Score -2757556 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2758192.500000 Penalty: 4968.960449
	Iteration 6Q: 3 clusters Score -2758192 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2758836.250000 Penalty: 4968.960449
	Iteration 7Q: 3 clusters Score -2758836 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2759466.000000 Penalty: 4968.960449
	Iteration 8Q: 3 clusters Score -2759466 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2760073.000000 Penalty: 4968.960449
	Iteration 9Q: 3 clusters Score -2760073 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2760713.250000 Penalty: 4968.960449
	Iteration 10Q: 3 clusters Score -2760713 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2761237.750000 Penalty: 4968.960449
	Iteration 11Q: 3 clusters Score -2761238 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2761656.250000 Penalty: 4968.960449
	Iteration 12Q: 3 clusters Score -2761656 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2761951.000000 Penalty: 4968.960449
	Iteration 13Q: 3 clusters Score -2761951 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2762192.000000 Penalty: 4968.960449
	Iteration 14Q: 3 clusters Score -2762192 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2762425.500000 Penalty: 4968.960449
	Iteration 15Q: 3 clusters Score -2762426 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2762585.500000 Penalty: 4968.960449
	Iteration 16Q: 3 clusters Score -2762586 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2762706.250000 Penalty: 4968.960449
	Iteration 17Q: 3 clusters Score -2762706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2762837.250000 Penalty: 4968.960449
	Iteration 18Q: 3 clusters Score -2762837 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2762966.750000 Penalty: 4968.960449
	Iteration 19Q: 3 clusters Score -2762967 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2763100.250000 Penalty: 4968.960449
	Iteration 20F: 3 clusters Score -2763100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2763260.500000 Penalty: 4968.960449
	Iteration 21Q: 3 clusters Score -2763260 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2763441.750000 Penalty: 4968.960449
	Iteration 22Q: 3 clusters Score -2763442 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2763616.250000 Penalty: 4968.960449
	Iteration 23Q: 3 clusters Score -2763616 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2763736.750000 Penalty: 4968.960449
	Iteration 24Q: 3 clusters Score -2763737 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2763818.750000 Penalty: 4968.960449
	Iteration 25Q: 3 clusters Score -2763819 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2763880.500000 Penalty: 4968.960449
	Iteration 26Q: 3 clusters Score -2763880 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2763941.250000 Penalty: 4968.960449
	Iteration 27Q: 3 clusters Score -2763941 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2764011.000000 Penalty: 4968.960449
	Iteration 28Q: 3 clusters Score -2764011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2764065.750000 Penalty: 4968.960449
	Iteration 29Q: 3 clusters Score -2764066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2764129.250000 Penalty: 4968.960449
	Iteration 30Q: 3 clusters Score -2764129 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2764191.500000 Penalty: 4968.960449
	Iteration 31Q: 3 clusters Score -2764192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2764240.500000 Penalty: 4968.960449
	Iteration 32Q: 3 clusters Score -2764240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2764287.500000 Penalty: 4968.960449
	Iteration 33Q: 3 clusters Score -2764288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2764349.250000 Penalty: 4968.960449
	Iteration 34Q: 3 clusters Score -2764349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2764393.000000 Penalty: 4968.960449
	Iteration 35Q: 3 clusters Score -2764393 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2764434.750000 Penalty: 4968.960449
	Iteration 36Q: 3 clusters Score -2764435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2764482.750000 Penalty: 4968.960449
	Iteration 37Q: 3 clusters Score -2764483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2764503.250000 Penalty: 4968.960449
	Iteration 38Q: 3 clusters Score -2764503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2764533.750000 Penalty: 4968.960449
	Iteration 39Q: 3 clusters Score -2764534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2764550.250000 Penalty: 4968.960449
	Iteration 40F: 3 clusters Score -2764550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2764568.500000 Penalty: 4968.960449
	Iteration 41Q: 3 clusters Score -2764568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2764582.750000 Penalty: 4968.960449
	Iteration 42Q: 3 clusters Score -2764583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2764592.250000 Penalty: 4968.960449
	Iteration 43Q: 3 clusters Score -2764592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2764603.500000 Penalty: 4968.960449
	Iteration 44Q: 3 clusters Score -2764604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2764606.250000 Penalty: 4968.960449
	Iteration 45Q: 3 clusters Score -2764606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2764611.500000 Penalty: 4968.960449
	Iteration 46Q: 3 clusters Score -2764612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2764609.500000 Penalty: 4968.960449
	Iteration 47Q: 3 clusters Score -2764610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2764616.750000 Penalty: 4968.960449
	Iteration 48Q: 3 clusters Score -2764617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2764625.500000 Penalty: 4968.960449
	Iteration 49Q: 3 clusters Score -2764626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2764631.500000 Penalty: 4968.960449
	Iteration 50Q: 3 clusters Score -2764632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2764636.500000 Penalty: 4968.960449
	Iteration 51Q: 3 clusters Score -2764636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2764643.750000 Penalty: 4968.960449
	Iteration 52Q: 3 clusters Score -2764644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2764657.500000 Penalty: 4968.960449
	Iteration 53Q: 3 clusters Score -2764658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2764657.500000 Penalty: 4968.960449
	Iteration 54Q: 3 clusters Score -2764658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2764663.000000 Penalty: 4968.960449
	Iteration 55Q: 3 clusters Score -2764663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2764663.500000 Penalty: 4968.960449
	Iteration 56Q: 3 clusters Score -2764664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2764662.000000 Penalty: 4968.960449
	Iteration 57Q: 3 clusters Score -2764662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2764670.750000 Penalty: 4968.960449
	Iteration 58Q: 3 clusters Score -2764671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2764665.250000 Penalty: 4968.960449
	Iteration 59Q: 3 clusters Score -2764665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2764667.250000 Penalty: 4968.960449
	Iteration 60F: 3 clusters Score -2764667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2764669.500000 Penalty: 4968.960449
	Iteration 61Q: 3 clusters Score -2764670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2764668.500000 Penalty: 4968.960449
	Iteration 62Q: 3 clusters Score -2764668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2764672.250000 Penalty: 4968.960449
	Iteration 63Q: 3 clusters Score -2764672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2764674.500000 Penalty: 4968.960449
	Iteration 64Q: 3 clusters Score -2764674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2764681.000000 Penalty: 4968.960449
	Iteration 65Q: 3 clusters Score -2764681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2764688.500000 Penalty: 4968.960449
	Iteration 66Q: 3 clusters Score -2764688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2764682.000000 Penalty: 4968.960449
	Iteration 67Q: 3 clusters Score -2764682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2764683.250000 Penalty: 4968.960449
	Iteration 68Q: 3 clusters Score -2764683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2764681.750000 Penalty: 4968.960449
	Iteration 69Q: 3 clusters Score -2764682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2764687.750000 Penalty: 4968.960449
	Iteration 70Q: 3 clusters Score -2764688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2764686.000000 Penalty: 4968.960449
	Iteration 71Q: 3 clusters Score -2764686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2764688.500000 Penalty: 4968.960449
	Iteration 72Q: 3 clusters Score -2764688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2764687.750000 Penalty: 4968.960449
	Iteration 73Q: 3 clusters Score -2764688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2764687.000000 Penalty: 4968.960449
	Iteration 74Q: 3 clusters Score -2764687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2764688.750000 Penalty: 4968.960449
	Iteration 75Q: 3 clusters Score -2764689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2764689.750000 Penalty: 4968.960449
	Iteration 76Q: 3 clusters Score -2764690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2764686.750000 Penalty: 4968.960449
	Iteration 77Q: 3 clusters Score -2764687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2764687.250000 Penalty: 4968.960449
	Iteration 78Q: 3 clusters Score -2764687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2764690.250000 Penalty: 4968.960449
	Iteration 79Q: 3 clusters Score -2764690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2764694.750000 Penalty: 4968.960449
	Iteration 80F: 3 clusters Score -2764695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2764692.000000 Penalty: 4968.960449
	Iteration 81Q: 3 clusters Score -2764692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2764692.250000 Penalty: 4968.960449
	Iteration 82Q: 3 clusters Score -2764692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2764693.750000 Penalty: 4968.960449
	Iteration 83Q: 3 clusters Score -2764694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2764692.000000 Penalty: 4968.960449
	Iteration 84Q: 3 clusters Score -2764692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2764694.500000 Penalty: 4968.960449
	Iteration 85Q: 3 clusters Score -2764694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2764700.750000 Penalty: 4968.960449
	Iteration 86Q: 3 clusters Score -2764701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2764705.750000 Penalty: 4968.960449
	Iteration 87Q: 3 clusters Score -2764706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2764699.750000 Penalty: 4968.960449
	Iteration 88Q: 3 clusters Score -2764700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2764695.250000 Penalty: 4968.960449
	Iteration 89Q: 3 clusters Score -2764695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2764701.000000 Penalty: 4968.960449
	Iteration 90Q: 3 clusters Score -2764701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2764701.000000 Penalty: 4968.960449
	Iteration 91Q: 3 clusters Score -2764701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2764706.250000 Penalty: 4968.960449
	Iteration 92Q: 3 clusters Score -2764706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2764708.750000 Penalty: 4968.960449
	Iteration 93Q: 3 clusters Score -2764709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2764713.500000 Penalty: 4968.960449
	Iteration 94Q: 3 clusters Score -2764714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2764717.250000 Penalty: 4968.960449
	Iteration 95Q: 3 clusters Score -2764717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2764717.750000 Penalty: 4968.960449
	Iteration 96Q: 3 clusters Score -2764718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2764716.750000 Penalty: 4968.960449
	Iteration 97Q: 3 clusters Score -2764717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2764715.250000 Penalty: 4968.960449
	Iteration 98Q: 3 clusters Score -2764715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2764715.250000 Penalty: 4968.960449
	Iteration 99Q: 3 clusters Score -2764715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2764712.750000 Penalty: 4968.960449
	Iteration 100F: 3 clusters Score -2764713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2764719.250000 Penalty: 4968.960449
	Iteration 101Q: 3 clusters Score -2764719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2764718.500000 Penalty: 4968.960449
	Iteration 102Q: 3 clusters Score -2764718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2764717.250000 Penalty: 4968.960449
	Iteration 103Q: 3 clusters Score -2764717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2764715.500000 Penalty: 4968.960449
	Iteration 104Q: 3 clusters Score -2764716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2764716.250000 Penalty: 4968.960449
	Iteration 105Q: 3 clusters Score -2764716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2764716.250000 Penalty: 4968.960449
	Iteration 106F: 3 clusters Score -2764716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Entering Unmasked Estep 
Score: -5451936.000000 Penalty: 2668.139160
	Iteration 0F: 2 clusters Score -5451936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5420122.500000 Penalty: 5336.278320
	Iteration 0F: 3 clusters Score -5420122 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5432435.500000 Penalty: 5336.278320
	Iteration 1F: 3 clusters Score -5432436 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5433358.000000 Penalty: 5336.278320
	Iteration 2Q: 3 clusters Score -5433358 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5434449.000000 Penalty: 5336.278320
	Iteration 3F: 3 clusters Score -5434449 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -5436083.000000 Penalty: 5336.278320
	Iteration 4F: 3 clusters Score -5436083 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5438611.500000 Penalty: 5336.278320
	Iteration 5F: 3 clusters Score -5438612 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5441740.000000 Penalty: 5336.278320
	Iteration 6F: 3 clusters Score -5441740 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5444779.000000 Penalty: 5336.278320
	Iteration 7F: 3 clusters Score -5444779 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -5447091.500000 Penalty: 5336.278320
	Iteration 8F: 3 clusters Score -5447092 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5448409.500000 Penalty: 5336.278320
	Iteration 9Q: 3 clusters Score -5448410 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5449019.000000 Penalty: 5336.278320
	Iteration 10Q: 3 clusters Score -5449019 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5449285.500000 Penalty: 5336.278320
	Iteration 11Q: 3 clusters Score -5449286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5449407.000000 Penalty: 5336.278320
	Iteration 12Q: 3 clusters Score -5449407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -5449473.500000 Penalty: 5336.278320
	Iteration 13Q: 3 clusters Score -5449474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5449515.500000 Penalty: 5336.278320
	Iteration 14Q: 3 clusters Score -5449516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5449555.500000 Penalty: 5336.278320
	Iteration 15Q: 3 clusters Score -5449556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -5449574.000000 Penalty: 5336.278320
	Iteration 16Q: 3 clusters Score -5449574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -5449594.000000 Penalty: 5336.278320
	Iteration 17Q: 3 clusters Score -5449594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5449601.000000 Penalty: 5336.278320
	Iteration 18Q: 3 clusters Score -5449601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -5449612.000000 Penalty: 5336.278320
	Iteration 19Q: 3 clusters Score -5449612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5449616.500000 Penalty: 5336.278320
	Iteration 20F: 3 clusters Score -5449616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -5449626.500000 Penalty: 5336.278320
	Iteration 21Q: 3 clusters Score -5449626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -5449628.500000 Penalty: 5336.278320
	Iteration 22Q: 3 clusters Score -5449628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -5449632.000000 Penalty: 5336.278320
	Iteration 23Q: 3 clusters Score -5449632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5449630.000000 Penalty: 5336.278320
	Iteration 24Q: 3 clusters Score -5449630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5449634.500000 Penalty: 5336.278320
	Iteration 25Q: 3 clusters Score -5449634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5449635.500000 Penalty: 5336.278320
	Iteration 26Q: 3 clusters Score -5449636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -5449635.000000 Penalty: 5336.278320
	Iteration 27Q: 3 clusters Score -5449635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -5449639.500000 Penalty: 5336.278320
	Iteration 28Q: 3 clusters Score -5449640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -5449641.000000 Penalty: 5336.278320
	Iteration 29Q: 3 clusters Score -5449641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -5449641.000000 Penalty: 5336.278320
	Iteration 30F: 3 clusters Score -5449641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Entering Unmasked Estep 
Score: -8481135.000000 Penalty: 2762.987549
	Iteration 0F: 2 clusters Score -8481135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8434876.000000 Penalty: 5525.975098
	Iteration 0F: 3 clusters Score -8434876 nChanged 32249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -8453548.000000 Penalty: 5525.975098
	Iteration 1F: 3 clusters Score -8453548 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8454859.000000 Penalty: 5525.975098
	Iteration 2Q: 3 clusters Score -8454859 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8456557.000000 Penalty: 5525.975098
	Iteration 3F: 3 clusters Score -8456557 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8458716.000000 Penalty: 5525.975098
	Iteration 4F: 3 clusters Score -8458716 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8461240.000000 Penalty: 5525.975098
	Iteration 5F: 3 clusters Score -8461240 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -8463901.000000 Penalty: 5525.975098
	Iteration 6F: 3 clusters Score -8463901 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8466664.000000 Penalty: 5525.975098
	Iteration 7F: 3 clusters Score -8466664 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8469400.000000 Penalty: 5525.975098
	Iteration 8F: 3 clusters Score -8469400 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8471946.000000 Penalty: 5525.975098
	Iteration 9Q: 3 clusters Score -8471946 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8473766.000000 Penalty: 5525.975098
	Iteration 10Q: 3 clusters Score -8473766 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -8474823.000000 Penalty: 5525.975098
	Iteration 11Q: 3 clusters Score -8474823 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8475391.000000 Penalty: 5525.975098
	Iteration 12Q: 3 clusters Score -8475391 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -8475641.000000 Penalty: 5525.975098
	Iteration 13Q: 3 clusters Score -8475641 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -8475833.000000 Penalty: 5525.975098
	Iteration 14Q: 3 clusters Score -8475833 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -8475954.000000 Penalty: 5525.975098
	Iteration 15Q: 3 clusters Score -8475954 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -8476081.000000 Penalty: 5525.975098
	Iteration 16Q: 3 clusters Score -8476081 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -8476192.000000 Penalty: 5525.975098
	Iteration 17Q: 3 clusters Score -8476192 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -8476297.000000 Penalty: 5525.975098
	Iteration 18Q: 3 clusters Score -8476297 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -8476348.000000 Penalty: 5525.975098
	Iteration 19Q: 3 clusters Score -8476348 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -8476420.000000 Penalty: 5525.975098
	Iteration 20F: 3 clusters Score -8476420 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -8476489.000000 Penalty: 5525.975098
	Iteration 21Q: 3 clusters Score -8476489 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -8476565.000000 Penalty: 5525.975098
	Iteration 22Q: 3 clusters Score -8476565 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -8476648.000000 Penalty: 5525.975098
	Iteration 23Q: 3 clusters Score -8476648 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -8476680.000000 Penalty: 5525.975098
	Iteration 24Q: 3 clusters Score -8476680 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -8476798.000000 Penalty: 5525.975098
	Iteration 25Q: 3 clusters Score -8476798 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -8476878.000000 Penalty: 5525.975098
	Iteration 26Q: 3 clusters Score -8476878 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -8476992.000000 Penalty: 5525.975098
	Iteration 27Q: 3 clusters Score -8476992 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -8477088.000000 Penalty: 5525.975098
	Iteration 28Q: 3 clusters Score -8477088 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -8477192.000000 Penalty: 5525.975098
	Iteration 29Q: 3 clusters Score -8477192 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -8477321.000000 Penalty: 5525.975098
	Iteration 30Q: 3 clusters Score -8477321 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -8477444.000000 Penalty: 5525.975098
	Iteration 31Q: 3 clusters Score -8477444 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8477556.000000 Penalty: 5525.975098
	Iteration 32Q: 3 clusters Score -8477556 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -8477771.000000 Penalty: 5525.975098
	Iteration 33Q: 3 clusters Score -8477771 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -8477928.000000 Penalty: 5525.975098
	Iteration 34Q: 3 clusters Score -8477928 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -8478158.000000 Penalty: 5525.975098
	Iteration 35Q: 3 clusters Score -8478158 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -8478413.000000 Penalty: 5525.975098
	Iteration 36Q: 3 clusters Score -8478413 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -8478638.000000 Penalty: 5525.975098
	Iteration 37Q: 3 clusters Score -8478638 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8478853.000000 Penalty: 5525.975098
	Iteration 38Q: 3 clusters Score -8478853 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -8479064.000000 Penalty: 5525.975098
	Iteration 39Q: 3 clusters Score -8479064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -8479302.000000 Penalty: 5525.975098
	Iteration 40F: 3 clusters Score -8479302 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8479528.000000 Penalty: 5525.975098
	Iteration 41Q: 3 clusters Score -8479528 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -8479679.000000 Penalty: 5525.975098
	Iteration 42Q: 3 clusters Score -8479679 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -8479824.000000 Penalty: 5525.975098
	Iteration 43Q: 3 clusters Score -8479824 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -8479957.000000 Penalty: 5525.975098
	Iteration 44Q: 3 clusters Score -8479957 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8480019.000000 Penalty: 5525.975098
	Iteration 45Q: 3 clusters Score -8480019 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -8480115.000000 Penalty: 5525.975098
	Iteration 46Q: 3 clusters Score -8480115 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -8480185.000000 Penalty: 5525.975098
	Iteration 47Q: 3 clusters Score -8480185 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -8480249.000000 Penalty: 5525.975098
	Iteration 48Q: 3 clusters Score -8480249 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -8480271.000000 Penalty: 5525.975098
	Iteration 49Q: 3 clusters Score -8480271 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -8480312.000000 Penalty: 5525.975098
	Iteration 50Q: 3 clusters Score -8480312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -8480329.000000 Penalty: 5525.975098
	Iteration 51Q: 3 clusters Score -8480329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -8480353.000000 Penalty: 5525.975098
	Iteration 52Q: 3 clusters Score -8480353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -8480375.000000 Penalty: 5525.975098
	Iteration 53Q: 3 clusters Score -8480375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -8480377.000000 Penalty: 5525.975098
	Iteration 54Q: 3 clusters Score -8480377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -8480410.000000 Penalty: 5525.975098
	Iteration 55Q: 3 clusters Score -8480410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -8480415.000000 Penalty: 5525.975098
	Iteration 56Q: 3 clusters Score -8480415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -8480424.000000 Penalty: 5525.975098
	Iteration 57Q: 3 clusters Score -8480424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -8480437.000000 Penalty: 5525.975098
	Iteration 58Q: 3 clusters Score -8480437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -8480439.000000 Penalty: 5525.975098
	Iteration 59Q: 3 clusters Score -8480439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -8480448.000000 Penalty: 5525.975098
	Iteration 60F: 3 clusters Score -8480448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -8480450.000000 Penalty: 5525.975098
	Iteration 61Q: 3 clusters Score -8480450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -8480440.000000 Penalty: 5525.975098
	Iteration 62Q: 3 clusters Score -8480440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -8480452.000000 Penalty: 5525.975098
	Iteration 63Q: 3 clusters Score -8480452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -8480461.000000 Penalty: 5525.975098
	Iteration 64Q: 3 clusters Score -8480461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -8480467.000000 Penalty: 5525.975098
	Iteration 65Q: 3 clusters Score -8480467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -8480466.000000 Penalty: 5525.975098
	Iteration 66Q: 3 clusters Score -8480466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -8480472.000000 Penalty: 5525.975098
	Iteration 67Q: 3 clusters Score -8480472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -8480489.000000 Penalty: 5525.975098
	Iteration 68Q: 3 clusters Score -8480489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8480485.000000 Penalty: 5525.975098
	Iteration 69Q: 3 clusters Score -8480485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -8480491.000000 Penalty: 5525.975098
	Iteration 70Q: 3 clusters Score -8480491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -8480493.000000 Penalty: 5525.975098
	Iteration 71Q: 3 clusters Score -8480493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -8480499.000000 Penalty: 5525.975098
	Iteration 72Q: 3 clusters Score -8480499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -8480497.000000 Penalty: 5525.975098
	Iteration 73Q: 3 clusters Score -8480497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8480491.000000 Penalty: 5525.975098
	Iteration 74Q: 3 clusters Score -8480491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8480491.000000 Penalty: 5525.975098
	Iteration 75F: 3 clusters Score -8480491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -862253.687500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -862253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -856477.500000 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -856477.5 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -857944.875000 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -857944.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -858197.250000 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -858197.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -858380.125000 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -858380.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -858516.187500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -858516.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -858632.875000 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -858632.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -858734.500000 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -858734.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -858834.812500 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -858834.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -858906.937500 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -858906.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -858972.312500 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -858972.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -859025.062500 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -859025.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -859074.625000 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -859074.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -859130.625000 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -859130.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -859194.562500 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -859194.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -859269.687500 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -859269.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -859360.500000 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -859360.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -859448.625000 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -859448.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -859545.250000 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -859545.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -859643.125000 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -859643.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -859740.000000 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -859740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -859823.625000 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -859823.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -859908.750000 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -859908.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -859973.812500 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -859973.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -860038.250000 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -860038.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -860087.000000 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -860087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -860135.000000 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -860135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -860167.625000 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -860167.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -860194.500000 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -860194.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -860211.937500 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -860211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -860227.187500 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -860227.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -860245.312500 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -860245.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -860262.875000 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -860262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -860279.875000 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -860279.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -860292.937500 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -860292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -860308.750000 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -860308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -860316.812500 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -860316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -860323.250000 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -860323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -860329.000000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -860329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -860331.375000 Penalty: 4388.218750
	Iteration 38Q: 3 clusters Score -860331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -860338.562500 Penalty: 4388.218750
	Iteration 39Q: 3 clusters Score -860338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -860341.625000 Penalty: 4388.218750
	Iteration 40F: 3 clusters Score -860341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -860343.875000 Penalty: 4388.218750
	Iteration 41Q: 3 clusters Score -860343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -860347.000000 Penalty: 4388.218750
	Iteration 42Q: 3 clusters Score -860347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -860348.625000 Penalty: 4388.218750
	Iteration 43Q: 3 clusters Score -860348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -860352.875000 Penalty: 4388.218750
	Iteration 44Q: 3 clusters Score -860352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -860354.750000 Penalty: 4388.218750
	Iteration 45Q: 3 clusters Score -860354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -860358.937500 Penalty: 4388.218750
	Iteration 46Q: 3 clusters Score -860358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -860360.937500 Penalty: 4388.218750
	Iteration 47Q: 3 clusters Score -860360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -860360.937500 Penalty: 4388.218750
	Iteration 48F: 3 clusters Score -860360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -394329.531250 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -394329.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -390931.343750 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -390931.3 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -391655.281250 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -391655.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -391856.218750 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -391856.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -391970.687500 Penalty: 4012.991455
	Iteration 3Q: 3 clusters Score -391970.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -392047.343750 Penalty: 4012.991455
	Iteration 4Q: 3 clusters Score -392047.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -392128.468750 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -392128.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -392184.312500 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -392184.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -392232.656250 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -392232.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -392278.875000 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -392278.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -392322.843750 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -392322.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -392363.500000 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -392363.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -392408.531250 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -392408.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -392444.718750 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -392444.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -392487.250000 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -392487.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -392529.000000 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -392529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -392560.312500 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -392560.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -392584.781250 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -392584.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -392608.656250 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -392608.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -392624.593750 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -392624.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -392639.468750 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -392639.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -392651.250000 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -392651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -392661.343750 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -392661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -392668.468750 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -392668.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -392679.937500 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -392679.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -392693.781250 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -392693.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -392706.125000 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -392706.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -392723.937500 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -392723.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -392737.500000 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -392737.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -392754.750000 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -392754.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -392771.687500 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -392771.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -392786.375000 Penalty: 4012.991455
	Iteration 30Q: 3 clusters Score -392786.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -392794.250000 Penalty: 4012.991455
	Iteration 31Q: 3 clusters Score -392794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -392799.937500 Penalty: 4012.991455
	Iteration 32Q: 3 clusters Score -392799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -392806.375000 Penalty: 4012.991455
	Iteration 33Q: 3 clusters Score -392806.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -392822.718750 Penalty: 4012.991455
	Iteration 34Q: 3 clusters Score -392822.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -392841.968750 Penalty: 4012.991455
	Iteration 35Q: 3 clusters Score -392842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -392855.687500 Penalty: 4012.991455
	Iteration 36Q: 3 clusters Score -392855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -392870.656250 Penalty: 4012.991455
	Iteration 37Q: 3 clusters Score -392870.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -392879.062500 Penalty: 4012.991455
	Iteration 38Q: 3 clusters Score -392879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -392887.593750 Penalty: 4012.991455
	Iteration 39Q: 3 clusters Score -392887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -392889.437500 Penalty: 4012.991455
	Iteration 40F: 3 clusters Score -392889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -392892.375000 Penalty: 4012.991455
	Iteration 41Q: 3 clusters Score -392892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -392896.312500 Penalty: 4012.991455
	Iteration 42Q: 3 clusters Score -392896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -392896.312500 Penalty: 4012.991455
	Iteration 43F: 3 clusters Score -392896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -319674.968750 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -319675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316632.875000 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -316632.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -317190.500000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -317190.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317317.562500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -317317.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -317399.656250 Penalty: 3908.503906
	Iteration 3Q: 3 clusters Score -317399.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317462.437500 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -317462.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -317514.906250 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -317514.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317563.312500 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -317563.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -317598.843750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -317598.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -317643.468750 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -317643.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -317676.656250 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -317676.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317708.687500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -317708.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -317735.531250 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -317735.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -317753.062500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -317753.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -317764.093750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -317764.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -317776.406250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -317776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -317786.562500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -317786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -317793.406250 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -317793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -317802.562500 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -317802.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -317813.093750 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -317813.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -317826.875000 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -317826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -317842.093750 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -317842.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -317855.343750 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -317855.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -317866.500000 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -317866.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -317879.250000 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -317879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -317885.687500 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -317885.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -317895.343750 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -317895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -317902.968750 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -317903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -317910.718750 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -317910.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -317920.312500 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -317920.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -317926.656250 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -317926.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -317935.125000 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -317935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -317943.875000 Penalty: 3908.503906
	Iteration 31Q: 3 clusters Score -317943.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -317954.093750 Penalty: 3908.503906
	Iteration 32Q: 3 clusters Score -317954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -317964.656250 Penalty: 3908.503906
	Iteration 33Q: 3 clusters Score -317964.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -317972.250000 Penalty: 3908.503906
	Iteration 34Q: 3 clusters Score -317972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -317975.437500 Penalty: 3908.503906
	Iteration 35Q: 3 clusters Score -317975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -317978.812500 Penalty: 3908.503906
	Iteration 36Q: 3 clusters Score -317978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -317981.906250 Penalty: 3908.503906
	Iteration 37Q: 3 clusters Score -317981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -317986.625000 Penalty: 3908.503906
	Iteration 38Q: 3 clusters Score -317986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -317988.906250 Penalty: 3908.503906
	Iteration 39Q: 3 clusters Score -317988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -317990.500000 Penalty: 3908.503906
	Iteration 40F: 3 clusters Score -317990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -317992.000000 Penalty: 3908.503906
	Iteration 41Q: 3 clusters Score -317992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -317993.187500 Penalty: 3908.503906
	Iteration 42Q: 3 clusters Score -317993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -317993.468750 Penalty: 3908.503906
	Iteration 43Q: 3 clusters Score -317993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -317995.468750 Penalty: 3908.503906
	Iteration 44Q: 3 clusters Score -317995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -317997.062500 Penalty: 3908.503906
	Iteration 45Q: 3 clusters Score -317997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -317999.875000 Penalty: 3908.503906
	Iteration 46Q: 3 clusters Score -317999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -318004.156250 Penalty: 3908.503906
	Iteration 47Q: 3 clusters Score -318004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -318008.343750 Penalty: 3908.503906
	Iteration 48Q: 3 clusters Score -318008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -318010.968750 Penalty: 3908.503906
	Iteration 49Q: 3 clusters Score -318011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -318014.625000 Penalty: 3908.503906
	Iteration 50Q: 3 clusters Score -318014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -318016.812500 Penalty: 3908.503906
	Iteration 51Q: 3 clusters Score -318016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -318016.593750 Penalty: 3908.503906
	Iteration 52Q: 3 clusters Score -318016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -318017.187500 Penalty: 3908.503906
	Iteration 53Q: 3 clusters Score -318017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -318017.187500 Penalty: 3908.503906
	Iteration 54F: 3 clusters Score -318017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -206615.281250 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -206615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -204193.593750 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -204193.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204585.843750 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -204585.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204689.718750 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -204689.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204750.234375 Penalty: 3688.854248
	Iteration 3Q: 3 clusters Score -204750.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -204795.078125 Penalty: 3688.854248
	Iteration 4Q: 3 clusters Score -204795.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -204819.031250 Penalty: 3688.854248
	Iteration 5Q: 3 clusters Score -204819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -204830.765625 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -204830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -204840.203125 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -204840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -204849.781250 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -204849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -204851.937500 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -204851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204853.562500 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -204853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -204857.281250 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -204857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204861.281250 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -204861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204863.265625 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -204863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204863.593750 Penalty: 3688.854248
	Iteration 14Q: 3 clusters Score -204863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204863.593750 Penalty: 3688.854248
	Iteration 15F: 3 clusters Score -204863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -384042.531250 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -384042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -380695.343750 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -380695.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -381365.218750 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -381365.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -381519.031250 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -381519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -381611.718750 Penalty: 3982.113525
	Iteration 3Q: 3 clusters Score -381611.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -381688.156250 Penalty: 3982.113525
	Iteration 4Q: 3 clusters Score -381688.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -381757.125000 Penalty: 3982.113525
	Iteration 5Q: 3 clusters Score -381757.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -381798.468750 Penalty: 3982.113525
	Iteration 6Q: 3 clusters Score -381798.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -381832.156250 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -381832.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -381853.968750 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -381854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -381871.156250 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -381871.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -381885.406250 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -381885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -381905.187500 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -381905.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -381925.718750 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -381925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -381937.843750 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -381937.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -381951.000000 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -381951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -381962.156250 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -381962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -381971.937500 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -381971.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -381979.406250 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -381979.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -381986.562500 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -381986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -381994.187500 Penalty: 3982.113525
	Iteration 19Q: 3 clusters Score -381994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -381998.500000 Penalty: 3982.113525
	Iteration 20F: 3 clusters Score -381998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -382003.062500 Penalty: 3982.113525
	Iteration 21Q: 3 clusters Score -382003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -382008.531250 Penalty: 3982.113525
	Iteration 22Q: 3 clusters Score -382008.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -382019.218750 Penalty: 3982.113525
	Iteration 23Q: 3 clusters Score -382019.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -382035.156250 Penalty: 3982.113525
	Iteration 24Q: 3 clusters Score -382035.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -382054.218750 Penalty: 3982.113525
	Iteration 25Q: 3 clusters Score -382054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -382062.343750 Penalty: 3982.113525
	Iteration 26Q: 3 clusters Score -382062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -382069.156250 Penalty: 3982.113525
	Iteration 27Q: 3 clusters Score -382069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -382074.218750 Penalty: 3982.113525
	Iteration 28Q: 3 clusters Score -382074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -382078.875000 Penalty: 3982.113525
	Iteration 29Q: 3 clusters Score -382078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -382081.062500 Penalty: 3982.113525
	Iteration 30Q: 3 clusters Score -382081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -382083.218750 Penalty: 3982.113525
	Iteration 31Q: 3 clusters Score -382083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -382087.218750 Penalty: 3982.113525
	Iteration 32Q: 3 clusters Score -382087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382088.812500 Penalty: 3982.113525
	Iteration 33Q: 3 clusters Score -382088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382090.968750 Penalty: 3982.113525
	Iteration 34Q: 3 clusters Score -382091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382091.968750 Penalty: 3982.113525
	Iteration 35Q: 3 clusters Score -382092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382095.062500 Penalty: 3982.113525
	Iteration 36Q: 3 clusters Score -382095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382097.781250 Penalty: 3982.113525
	Iteration 37Q: 3 clusters Score -382097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -382102.250000 Penalty: 3982.113525
	Iteration 38Q: 3 clusters Score -382102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -382106.437500 Penalty: 3982.113525
	Iteration 39Q: 3 clusters Score -382106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -382108.843750 Penalty: 3982.113525
	Iteration 40F: 3 clusters Score -382108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -382112.843750 Penalty: 3982.113525
	Iteration 41Q: 3 clusters Score -382112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -382116.281250 Penalty: 3982.113525
	Iteration 42Q: 3 clusters Score -382116.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -382122.687500 Penalty: 3982.113525
	Iteration 43Q: 3 clusters Score -382122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -382127.625000 Penalty: 3982.113525
	Iteration 44Q: 3 clusters Score -382127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -382132.843750 Penalty: 3982.113525
	Iteration 45Q: 3 clusters Score -382132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -382137.406250 Penalty: 3982.113525
	Iteration 46Q: 3 clusters Score -382137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -382144.093750 Penalty: 3982.113525
	Iteration 47Q: 3 clusters Score -382144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -382149.000000 Penalty: 3982.113525
	Iteration 48Q: 3 clusters Score -382149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -382155.250000 Penalty: 3982.113525
	Iteration 49Q: 3 clusters Score -382155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -382164.593750 Penalty: 3982.113525
	Iteration 50Q: 3 clusters Score -382164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -382174.781250 Penalty: 3982.113525
	Iteration 51Q: 3 clusters Score -382174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -382188.093750 Penalty: 3982.113525
	Iteration 52Q: 3 clusters Score -382188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -382197.718750 Penalty: 3982.113525
	Iteration 53Q: 3 clusters Score -382197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -382206.125000 Penalty: 3982.113525
	Iteration 54Q: 3 clusters Score -382206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -382214.500000 Penalty: 3982.113525
	Iteration 55Q: 3 clusters Score -382214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -382221.250000 Penalty: 3982.113525
	Iteration 56Q: 3 clusters Score -382221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -382227.468750 Penalty: 3982.113525
	Iteration 57Q: 3 clusters Score -382227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -382233.000000 Penalty: 3982.113525
	Iteration 58Q: 3 clusters Score -382233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -382241.125000 Penalty: 3982.113525
	Iteration 59Q: 3 clusters Score -382241.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -382253.343750 Penalty: 3982.113525
	Iteration 60F: 3 clusters Score -382253.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -382264.281250 Penalty: 3982.113525
	Iteration 61Q: 3 clusters Score -382264.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -382274.531250 Penalty: 3982.113525
	Iteration 62Q: 3 clusters Score -382274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -382278.187500 Penalty: 3982.113525
	Iteration 63Q: 3 clusters Score -382278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -382281.093750 Penalty: 3982.113525
	Iteration 64Q: 3 clusters Score -382281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -382282.812500 Penalty: 3982.113525
	Iteration 65Q: 3 clusters Score -382282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -382283.250000 Penalty: 3982.113525
	Iteration 66Q: 3 clusters Score -382283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -382284.625000 Penalty: 3982.113525
	Iteration 67Q: 3 clusters Score -382284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -382284.468750 Penalty: 3982.113525
	Iteration 68Q: 3 clusters Score -382284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -382284.406250 Penalty: 3982.113525
	Iteration 69Q: 3 clusters Score -382284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -382284.406250 Penalty: 3982.113525
	Iteration 70F: 3 clusters Score -382284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -872813.187500 Penalty: 2183.658691
	Iteration 0F: 2 clusters Score -872813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -867202.937500 Penalty: 4367.317383
	Iteration 0F: 3 clusters Score -867202.9 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -868660.437500 Penalty: 4367.317383
	Iteration 1F: 3 clusters Score -868660.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -868887.625000 Penalty: 4367.317383
	Iteration 2F: 3 clusters Score -868887.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -869045.875000 Penalty: 4367.317383
	Iteration 3Q: 3 clusters Score -869045.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -869144.375000 Penalty: 4367.317383
	Iteration 4Q: 3 clusters Score -869144.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -869222.937500 Penalty: 4367.317383
	Iteration 5Q: 3 clusters Score -869222.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -869284.312500 Penalty: 4367.317383
	Iteration 6Q: 3 clusters Score -869284.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -869333.250000 Penalty: 4367.317383
	Iteration 7Q: 3 clusters Score -869333.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -869379.937500 Penalty: 4367.317383
	Iteration 8Q: 3 clusters Score -869379.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -869423.562500 Penalty: 4367.317383
	Iteration 9Q: 3 clusters Score -869423.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -869482.437500 Penalty: 4367.317383
	Iteration 10Q: 3 clusters Score -869482.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -869547.812500 Penalty: 4367.317383
	Iteration 11Q: 3 clusters Score -869547.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -869631.125000 Penalty: 4367.317383
	Iteration 12Q: 3 clusters Score -869631.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -869717.062500 Penalty: 4367.317383
	Iteration 13Q: 3 clusters Score -869717.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -869813.125000 Penalty: 4367.317383
	Iteration 14Q: 3 clusters Score -869813.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -869904.000000 Penalty: 4367.317383
	Iteration 15Q: 3 clusters Score -869904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -870008.437500 Penalty: 4367.317383
	Iteration 16Q: 3 clusters Score -870008.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -870123.187500 Penalty: 4367.317383
	Iteration 17Q: 3 clusters Score -870123.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -870231.000000 Penalty: 4367.317383
	Iteration 18Q: 3 clusters Score -870231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -870332.562500 Penalty: 4367.317383
	Iteration 19Q: 3 clusters Score -870332.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -870393.500000 Penalty: 4367.317383
	Iteration 20F: 3 clusters Score -870393.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -870446.125000 Penalty: 4367.317383
	Iteration 21Q: 3 clusters Score -870446.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -870488.250000 Penalty: 4367.317383
	Iteration 22Q: 3 clusters Score -870488.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -870533.937500 Penalty: 4367.317383
	Iteration 23Q: 3 clusters Score -870533.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -870577.062500 Penalty: 4367.317383
	Iteration 24Q: 3 clusters Score -870577.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -870608.125000 Penalty: 4367.317383
	Iteration 25Q: 3 clusters Score -870608.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -870646.500000 Penalty: 4367.317383
	Iteration 26Q: 3 clusters Score -870646.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -870686.000000 Penalty: 4367.317383
	Iteration 27Q: 3 clusters Score -870686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -870722.562500 Penalty: 4367.317383
	Iteration 28Q: 3 clusters Score -870722.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -870754.187500 Penalty: 4367.317383
	Iteration 29Q: 3 clusters Score -870754.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -870777.937500 Penalty: 4367.317383
	Iteration 30Q: 3 clusters Score -870777.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -870801.125000 Penalty: 4367.317383
	Iteration 31Q: 3 clusters Score -870801.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -870817.312500 Penalty: 4367.317383
	Iteration 32Q: 3 clusters Score -870817.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -870832.500000 Penalty: 4367.317383
	Iteration 33Q: 3 clusters Score -870832.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -870843.875000 Penalty: 4367.317383
	Iteration 34Q: 3 clusters Score -870843.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -870853.062500 Penalty: 4367.317383
	Iteration 35Q: 3 clusters Score -870853.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -870858.437500 Penalty: 4367.317383
	Iteration 36Q: 3 clusters Score -870858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -870866.500000 Penalty: 4367.317383
	Iteration 37Q: 3 clusters Score -870866.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -870872.625000 Penalty: 4367.317383
	Iteration 38Q: 3 clusters Score -870872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -870879.625000 Penalty: 4367.317383
	Iteration 39Q: 3 clusters Score -870879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -870886.625000 Penalty: 4367.317383
	Iteration 40F: 3 clusters Score -870886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -870891.250000 Penalty: 4367.317383
	Iteration 41Q: 3 clusters Score -870891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -870896.312500 Penalty: 4367.317383
	Iteration 42Q: 3 clusters Score -870896.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -870900.250000 Penalty: 4367.317383
	Iteration 43Q: 3 clusters Score -870900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -870900.937500 Penalty: 4367.317383
	Iteration 44Q: 3 clusters Score -870900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -870901.125000 Penalty: 4367.317383
	Iteration 45Q: 3 clusters Score -870901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -870902.312500 Penalty: 4367.317383
	Iteration 46Q: 3 clusters Score -870902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -870902.312500 Penalty: 4367.317383
	Iteration 47F: 3 clusters Score -870902.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -492103.781250 Penalty: 1986.898193
	Iteration 0F: 2 clusters Score -492103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -488897.406250 Penalty: 3973.796387
	Iteration 0F: 3 clusters Score -488897.4 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -489690.625000 Penalty: 3973.796387
	Iteration 1F: 3 clusters Score -489690.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -489959.531250 Penalty: 3973.796387
	Iteration 2F: 3 clusters Score -489959.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -490254.562500 Penalty: 3973.796387
	Iteration 3F: 3 clusters Score -490254.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -490528.781250 Penalty: 3973.796387
	Iteration 4F: 3 clusters Score -490528.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -490753.812500 Penalty: 3973.796387
	Iteration 5F: 3 clusters Score -490753.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -490953.031250 Penalty: 3973.796387
	Iteration 6Q: 3 clusters Score -490953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -491087.781250 Penalty: 3973.796387
	Iteration 7Q: 3 clusters Score -491087.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -491197.531250 Penalty: 3973.796387
	Iteration 8Q: 3 clusters Score -491197.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -491261.750000 Penalty: 3973.796387
	Iteration 9Q: 3 clusters Score -491261.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -491296.687500 Penalty: 3973.796387
	Iteration 10Q: 3 clusters Score -491296.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -491319.125000 Penalty: 3973.796387
	Iteration 11Q: 3 clusters Score -491319.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -491333.906250 Penalty: 3973.796387
	Iteration 12Q: 3 clusters Score -491333.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -491345.281250 Penalty: 3973.796387
	Iteration 13Q: 3 clusters Score -491345.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -491352.093750 Penalty: 3973.796387
	Iteration 14Q: 3 clusters Score -491352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -491356.125000 Penalty: 3973.796387
	Iteration 15Q: 3 clusters Score -491356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -491360.843750 Penalty: 3973.796387
	Iteration 16Q: 3 clusters Score -491360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -491365.281250 Penalty: 3973.796387
	Iteration 17Q: 3 clusters Score -491365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -491368.343750 Penalty: 3973.796387
	Iteration 18Q: 3 clusters Score -491368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -491369.343750 Penalty: 3973.796387
	Iteration 19Q: 3 clusters Score -491369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -491370.406250 Penalty: 3973.796387
	Iteration 20F: 3 clusters Score -491370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -236428.437500 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -236428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -233843.828125 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -233843.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234263.515625 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -234263.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -234376.828125 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -234376.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234455.921875 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -234455.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234511.687500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -234511.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234541.187500 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -234541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -234559.359375 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -234559.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234573.375000 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -234573.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234580.953125 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -234581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234586.859375 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -234586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234593.765625 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -234593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234597.281250 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -234597.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234600.968750 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -234601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234603.859375 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -234603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234606.765625 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -234606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234608.500000 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -234608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234609.781250 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -234609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234610.921875 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -234610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234612.781250 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -234612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234612.781250 Penalty: 3744.606201
	Iteration 19F: 3 clusters Score -234612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -650929.437500 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -650929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -646146.875000 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -646146.9 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -647287.562500 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -647287.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -647580.375000 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -647580.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -647857.312500 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -647857.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -648161.937500 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -648161.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -648472.750000 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -648472.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -648777.437500 Penalty: 4257.994141
	Iteration 6F: 3 clusters Score -648777.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -649034.500000 Penalty: 4257.994141
	Iteration 7F: 3 clusters Score -649034.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -649225.812500 Penalty: 4257.994141
	Iteration 8Q: 3 clusters Score -649225.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -649357.875000 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -649357.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -649430.562500 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -649430.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -649470.062500 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -649470.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -649497.312500 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -649497.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -649515.375000 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -649515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -649525.375000 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -649525.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -649530.562500 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -649530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -649533.625000 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -649533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -649538.187500 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -649538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -649539.062500 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -649539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -649541.750000 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -649541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -649542.125000 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -649542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -649542.312500 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -649542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -649542.187500 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -649542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -649542.437500 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -649542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -649543.625000 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -649543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -649545.062500 Penalty: 4257.994141
	Iteration 25Q: 3 clusters Score -649545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -649544.937500 Penalty: 4257.994141
	Iteration 26Q: 3 clusters Score -649544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -649545.750000 Penalty: 4257.994141
	Iteration 27Q: 3 clusters Score -649545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -649547.437500 Penalty: 4257.994141
	Iteration 28Q: 3 clusters Score -649547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -649547.312500 Penalty: 4257.994141
	Iteration 29Q: 3 clusters Score -649547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -649546.562500 Penalty: 4257.994141
	Iteration 30Q: 3 clusters Score -649546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -649546.562500 Penalty: 4257.994141
	Iteration 31F: 3 clusters Score -649546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -727655.937500 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -727655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -722568.250000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -722568.2 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -723869.437500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -723869.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -724140.250000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -724140.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -724358.812500 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -724358.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -724555.125000 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -724555.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -724724.500000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -724724.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -724866.250000 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -724866.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -724999.125000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -724999.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -725140.375000 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -725140.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -725263.062500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -725263.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -725372.500000 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -725372.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -725458.750000 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -725458.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -725537.437500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -725537.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -725590.812500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -725590.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -725637.062500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -725637.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -725680.187500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -725680.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -725719.437500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -725719.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -725749.250000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -725749.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -725772.125000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -725772.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -725787.250000 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -725787.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -725809.125000 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -725809.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -725824.562500 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -725824.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -725837.812500 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -725837.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -725846.625000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -725846.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -725860.562500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -725860.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -725870.937500 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -725870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -725873.687500 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -725873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -725879.375000 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -725879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -725882.125000 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -725882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -725883.125000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -725883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -725887.625000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -725887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -725889.562500 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -725889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -725893.187500 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -725893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -725896.000000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -725896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -725897.187500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -725897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -725899.000000 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -725899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -725900.062500 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -725900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -725903.500000 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -725903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -725905.312500 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -725905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -725905.375000 Penalty: 4308.469238
	Iteration 39Q: 3 clusters Score -725905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -725907.250000 Penalty: 4308.469238
	Iteration 40F: 3 clusters Score -725907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -725912.875000 Penalty: 4308.469238
	Iteration 41Q: 3 clusters Score -725912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -725914.937500 Penalty: 4308.469238
	Iteration 42Q: 3 clusters Score -725914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -725916.187500 Penalty: 4308.469238
	Iteration 43Q: 3 clusters Score -725916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -725918.437500 Penalty: 4308.469238
	Iteration 44Q: 3 clusters Score -725918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -725922.187500 Penalty: 4308.469238
	Iteration 45Q: 3 clusters Score -725922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -725923.750000 Penalty: 4308.469238
	Iteration 46Q: 3 clusters Score -725923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -725929.937500 Penalty: 4308.469238
	Iteration 47Q: 3 clusters Score -725929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -725941.437500 Penalty: 4308.469238
	Iteration 48Q: 3 clusters Score -725941.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -725947.000000 Penalty: 4308.469238
	Iteration 49Q: 3 clusters Score -725947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -725956.687500 Penalty: 4308.469238
	Iteration 50Q: 3 clusters Score -725956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -725959.562500 Penalty: 4308.469238
	Iteration 51Q: 3 clusters Score -725959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -725962.250000 Penalty: 4308.469238
	Iteration 52Q: 3 clusters Score -725962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -725964.500000 Penalty: 4308.469238
	Iteration 53Q: 3 clusters Score -725964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -725968.937500 Penalty: 4308.469238
	Iteration 54Q: 3 clusters Score -725968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -725974.562500 Penalty: 4308.469238
	Iteration 55Q: 3 clusters Score -725974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -725977.750000 Penalty: 4308.469238
	Iteration 56Q: 3 clusters Score -725977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -725982.937500 Penalty: 4308.469238
	Iteration 57Q: 3 clusters Score -725982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -725985.500000 Penalty: 4308.469238
	Iteration 58Q: 3 clusters Score -725985.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -725988.625000 Penalty: 4308.469238
	Iteration 59Q: 3 clusters Score -725988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -725994.250000 Penalty: 4308.469238
	Iteration 60F: 3 clusters Score -725994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -725997.062500 Penalty: 4308.469238
	Iteration 61Q: 3 clusters Score -725997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -726002.250000 Penalty: 4308.469238
	Iteration 62Q: 3 clusters Score -726002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -726004.937500 Penalty: 4308.469238
	Iteration 63Q: 3 clusters Score -726004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -726007.125000 Penalty: 4308.469238
	Iteration 64Q: 3 clusters Score -726007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -726009.187500 Penalty: 4308.469238
	Iteration 65Q: 3 clusters Score -726009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -726008.562500 Penalty: 4308.469238
	Iteration 66Q: 3 clusters Score -726008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -726011.937500 Penalty: 4308.469238
	Iteration 67Q: 3 clusters Score -726011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -726015.062500 Penalty: 4308.469238
	Iteration 68Q: 3 clusters Score -726015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -726019.875000 Penalty: 4308.469238
	Iteration 69Q: 3 clusters Score -726019.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -726030.437500 Penalty: 4308.469238
	Iteration 70Q: 3 clusters Score -726030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -726042.125000 Penalty: 4308.469238
	Iteration 71Q: 3 clusters Score -726042.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -726049.312500 Penalty: 4308.469238
	Iteration 72Q: 3 clusters Score -726049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -726055.687500 Penalty: 4308.469238
	Iteration 73Q: 3 clusters Score -726055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -726062.812500 Penalty: 4308.469238
	Iteration 74Q: 3 clusters Score -726062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -726067.687500 Penalty: 4308.469238
	Iteration 75Q: 3 clusters Score -726067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -726068.937500 Penalty: 4308.469238
	Iteration 76Q: 3 clusters Score -726068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -726075.375000 Penalty: 4308.469238
	Iteration 77Q: 3 clusters Score -726075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -726081.875000 Penalty: 4308.469238
	Iteration 78Q: 3 clusters Score -726081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -726086.250000 Penalty: 4308.469238
	Iteration 79Q: 3 clusters Score -726086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -726087.937500 Penalty: 4308.469238
	Iteration 80F: 3 clusters Score -726087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -726089.375000 Penalty: 4308.469238
	Iteration 81Q: 3 clusters Score -726089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -726090.687500 Penalty: 4308.469238
	Iteration 82Q: 3 clusters Score -726090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -726093.250000 Penalty: 4308.469238
	Iteration 83Q: 3 clusters Score -726093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -726096.187500 Penalty: 4308.469238
	Iteration 84Q: 3 clusters Score -726096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -726096.000000 Penalty: 4308.469238
	Iteration 85Q: 3 clusters Score -726096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -726097.250000 Penalty: 4308.469238
	Iteration 86Q: 3 clusters Score -726097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -726098.312500 Penalty: 4308.469238
	Iteration 87Q: 3 clusters Score -726098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -726098.312500 Penalty: 4308.469238
	Iteration 88F: 3 clusters Score -726098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -430197.343750 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -430197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -426618.187500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -426618.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -427324.906250 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -427324.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427508.156250 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -427508.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -427607.406250 Penalty: 4042.059326
	Iteration 3Q: 3 clusters Score -427607.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -427675.156250 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -427675.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -427715.875000 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -427715.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -427749.781250 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -427749.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -427782.718750 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -427782.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427811.875000 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -427811.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -427826.343750 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -427826.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -427835.437500 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -427835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -427842.750000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -427842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -427850.250000 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -427850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -427856.406250 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -427856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427858.531250 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -427858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -427861.843750 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -427861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -427862.750000 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -427862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -427862.750000 Penalty: 4042.059326
	Iteration 17F: 3 clusters Score -427862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Entering Unmasked Estep 
Score: -4549069.000000 Penalty: 2601.553223
	Iteration 0F: 2 clusters Score -4549069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4524527.000000 Penalty: 5203.106445
	Iteration 0F: 3 clusters Score -4524527 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -4533567.000000 Penalty: 5203.106445
	Iteration 1F: 3 clusters Score -4533567 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4533958.500000 Penalty: 5203.106445
	Iteration 2Q: 3 clusters Score -4533958 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4534405.500000 Penalty: 5203.106445
	Iteration 3Q: 3 clusters Score -4534406 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4535080.000000 Penalty: 5203.106445
	Iteration 4Q: 3 clusters Score -4535080 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4536115.500000 Penalty: 5203.106445
	Iteration 5F: 3 clusters Score -4536116 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4537783.500000 Penalty: 5203.106445
	Iteration 6F: 3 clusters Score -4537784 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4539938.500000 Penalty: 5203.106445
	Iteration 7F: 3 clusters Score -4539938 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4542299.000000 Penalty: 5203.106445
	Iteration 8F: 3 clusters Score -4542299 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4544212.500000 Penalty: 5203.106445
	Iteration 9F: 3 clusters Score -4544212 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4545408.500000 Penalty: 5203.106445
	Iteration 10Q: 3 clusters Score -4545408 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4546063.000000 Penalty: 5203.106445
	Iteration 11Q: 3 clusters Score -4546063 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4546373.500000 Penalty: 5203.106445
	Iteration 12Q: 3 clusters Score -4546374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4546518.000000 Penalty: 5203.106445
	Iteration 13Q: 3 clusters Score -4546518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4546582.000000 Penalty: 5203.106445
	Iteration 14Q: 3 clusters Score -4546582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4546641.500000 Penalty: 5203.106445
	Iteration 15Q: 3 clusters Score -4546642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4546676.500000 Penalty: 5203.106445
	Iteration 16Q: 3 clusters Score -4546676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4546709.500000 Penalty: 5203.106445
	Iteration 17Q: 3 clusters Score -4546710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4546732.500000 Penalty: 5203.106445
	Iteration 18Q: 3 clusters Score -4546732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4546751.500000 Penalty: 5203.106445
	Iteration 19Q: 3 clusters Score -4546752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4546778.000000 Penalty: 5203.106445
	Iteration 20F: 3 clusters Score -4546778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4546779.500000 Penalty: 5203.106445
	Iteration 21Q: 3 clusters Score -4546780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4546784.500000 Penalty: 5203.106445
	Iteration 22Q: 3 clusters Score -4546784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4546790.500000 Penalty: 5203.106445
	Iteration 23Q: 3 clusters Score -4546790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4546808.500000 Penalty: 5203.106445
	Iteration 24Q: 3 clusters Score -4546808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4546812.000000 Penalty: 5203.106445
	Iteration 25Q: 3 clusters Score -4546812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4546827.500000 Penalty: 5203.106445
	Iteration 26Q: 3 clusters Score -4546828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4546830.000000 Penalty: 5203.106445
	Iteration 27Q: 3 clusters Score -4546830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4546846.000000 Penalty: 5203.106445
	Iteration 28Q: 3 clusters Score -4546846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4546839.500000 Penalty: 5203.106445
	Iteration 29Q: 3 clusters Score -4546840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4546839.500000 Penalty: 5203.106445
	Iteration 30Q: 3 clusters Score -4546840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4546840.000000 Penalty: 5203.106445
	Iteration 31Q: 3 clusters Score -4546840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4546840.500000 Penalty: 5203.106445
	Iteration 32Q: 3 clusters Score -4546840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4546854.000000 Penalty: 5203.106445
	Iteration 33Q: 3 clusters Score -4546854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4546857.500000 Penalty: 5203.106445
	Iteration 34Q: 3 clusters Score -4546858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4546858.500000 Penalty: 5203.106445
	Iteration 35Q: 3 clusters Score -4546858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4546867.000000 Penalty: 5203.106445
	Iteration 36Q: 3 clusters Score -4546867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4546878.000000 Penalty: 5203.106445
	Iteration 37Q: 3 clusters Score -4546878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4546882.500000 Penalty: 5203.106445
	Iteration 38Q: 3 clusters Score -4546882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4546891.000000 Penalty: 5203.106445
	Iteration 39Q: 3 clusters Score -4546891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4546888.500000 Penalty: 5203.106445
	Iteration 40F: 3 clusters Score -4546888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4546890.000000 Penalty: 5203.106445
	Iteration 41Q: 3 clusters Score -4546890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4546892.000000 Penalty: 5203.106445
	Iteration 42Q: 3 clusters Score -4546892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4546892.000000 Penalty: 5203.106445
	Iteration 43F: 3 clusters Score -4546892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -542273.187500 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -542273.2 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 2230 members 
Entering Unmasked Estep 
Score: -538124.375000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -538124.4 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -539206.000000 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -539206 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -539543.437500 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -539543.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -539877.875000 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -539877.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -540172.000000 Penalty: 4171.717773
	Iteration 4F: 3 clusters Score -540172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -540449.125000 Penalty: 4171.717773
	Iteration 5F: 3 clusters Score -540449.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -540767.750000 Penalty: 4171.717773
	Iteration 6F: 3 clusters Score -540767.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -541120.187500 Penalty: 4171.717773
	Iteration 7F: 3 clusters Score -541120.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -541449.437500 Penalty: 4171.717773
	Iteration 8F: 3 clusters Score -541449.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -541676.062500 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -541676.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -541828.937500 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -541828.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -541904.812500 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -541904.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -541966.187500 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -541966.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -542001.437500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -542001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -542012.687500 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -542012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -542016.125000 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -542016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -542020.187500 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -542020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -542022.562500 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -542022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -542024.125000 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -542024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -542026.250000 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -542026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -542025.875000 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -542025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -542027.312500 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -542027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -542027.312500 Penalty: 4171.717773
	Iteration 22F: 3 clusters Score -542027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -40858.863281 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -40858.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39512.320312 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -39512.32 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39967.894531 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -39967.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40208.203125 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -40208.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40282.308594 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -40282.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40344.191406 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -40344.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40389.183594 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -40389.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40437.257812 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -40437.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40452.308594 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -40452.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40502.394531 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -40502.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40521.863281 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -40521.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40536.734375 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -40536.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40553.757812 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -40553.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40568.937500 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -40568.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40578.933594 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -40578.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40578.933594 Penalty: 2992.410889
	Iteration 14F: 3 clusters Score -40578.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -862859.437500 Penalty: 2192.966064
	Iteration 0F: 2 clusters Score -862859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -857171.875000 Penalty: 4385.932129
	Iteration 0F: 3 clusters Score -857171.9 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -858678.937500 Penalty: 4385.932129
	Iteration 1F: 3 clusters Score -858678.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -858951.625000 Penalty: 4385.932129
	Iteration 2F: 3 clusters Score -858951.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -859156.375000 Penalty: 4385.932129
	Iteration 3F: 3 clusters Score -859156.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -859308.562500 Penalty: 4385.932129
	Iteration 4Q: 3 clusters Score -859308.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -859405.125000 Penalty: 4385.932129
	Iteration 5Q: 3 clusters Score -859405.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -859472.750000 Penalty: 4385.932129
	Iteration 6Q: 3 clusters Score -859472.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -859531.062500 Penalty: 4385.932129
	Iteration 7Q: 3 clusters Score -859531.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -859584.062500 Penalty: 4385.932129
	Iteration 8Q: 3 clusters Score -859584.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -859634.187500 Penalty: 4385.932129
	Iteration 9Q: 3 clusters Score -859634.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -859680.812500 Penalty: 4385.932129
	Iteration 10Q: 3 clusters Score -859680.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -859711.562500 Penalty: 4385.932129
	Iteration 11Q: 3 clusters Score -859711.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -859742.750000 Penalty: 4385.932129
	Iteration 12Q: 3 clusters Score -859742.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -859769.625000 Penalty: 4385.932129
	Iteration 13Q: 3 clusters Score -859769.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -859800.437500 Penalty: 4385.932129
	Iteration 14Q: 3 clusters Score -859800.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -859822.625000 Penalty: 4385.932129
	Iteration 15Q: 3 clusters Score -859822.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -859854.750000 Penalty: 4385.932129
	Iteration 16Q: 3 clusters Score -859854.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -859887.687500 Penalty: 4385.932129
	Iteration 17Q: 3 clusters Score -859887.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -859927.375000 Penalty: 4385.932129
	Iteration 18Q: 3 clusters Score -859927.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -859971.375000 Penalty: 4385.932129
	Iteration 19Q: 3 clusters Score -859971.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -860021.812500 Penalty: 4385.932129
	Iteration 20F: 3 clusters Score -860021.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -860071.125000 Penalty: 4385.932129
	Iteration 21Q: 3 clusters Score -860071.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -860119.500000 Penalty: 4385.932129
	Iteration 22Q: 3 clusters Score -860119.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -860174.000000 Penalty: 4385.932129
	Iteration 23Q: 3 clusters Score -860174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -860230.312500 Penalty: 4385.932129
	Iteration 24Q: 3 clusters Score -860230.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -860271.187500 Penalty: 4385.932129
	Iteration 25Q: 3 clusters Score -860271.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -860312.812500 Penalty: 4385.932129
	Iteration 26Q: 3 clusters Score -860312.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -860362.812500 Penalty: 4385.932129
	Iteration 27Q: 3 clusters Score -860362.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -860422.750000 Penalty: 4385.932129
	Iteration 28Q: 3 clusters Score -860422.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -860495.687500 Penalty: 4385.932129
	Iteration 29Q: 3 clusters Score -860495.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -860570.937500 Penalty: 4385.932129
	Iteration 30Q: 3 clusters Score -860570.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -860650.812500 Penalty: 4385.932129
	Iteration 31Q: 3 clusters Score -860650.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -860729.250000 Penalty: 4385.932129
	Iteration 32Q: 3 clusters Score -860729.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -860805.250000 Penalty: 4385.932129
	Iteration 33Q: 3 clusters Score -860805.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -860901.500000 Penalty: 4385.932129
	Iteration 34Q: 3 clusters Score -860901.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -860979.187500 Penalty: 4385.932129
	Iteration 35Q: 3 clusters Score -860979.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -861028.250000 Penalty: 4385.932129
	Iteration 36Q: 3 clusters Score -861028.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -861063.812500 Penalty: 4385.932129
	Iteration 37Q: 3 clusters Score -861063.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -861102.500000 Penalty: 4385.932129
	Iteration 38Q: 3 clusters Score -861102.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -861133.250000 Penalty: 4385.932129
	Iteration 39Q: 3 clusters Score -861133.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -861161.750000 Penalty: 4385.932129
	Iteration 40F: 3 clusters Score -861161.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -861180.875000 Penalty: 4385.932129
	Iteration 41Q: 3 clusters Score -861180.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -861204.812500 Penalty: 4385.932129
	Iteration 42Q: 3 clusters Score -861204.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -861223.250000 Penalty: 4385.932129
	Iteration 43Q: 3 clusters Score -861223.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -861236.250000 Penalty: 4385.932129
	Iteration 44Q: 3 clusters Score -861236.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -861245.875000 Penalty: 4385.932129
	Iteration 45Q: 3 clusters Score -861245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -861257.312500 Penalty: 4385.932129
	Iteration 46Q: 3 clusters Score -861257.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -861269.687500 Penalty: 4385.932129
	Iteration 47Q: 3 clusters Score -861269.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -861277.562500 Penalty: 4385.932129
	Iteration 48Q: 3 clusters Score -861277.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -861286.750000 Penalty: 4385.932129
	Iteration 49Q: 3 clusters Score -861286.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -861297.937500 Penalty: 4385.932129
	Iteration 50Q: 3 clusters Score -861297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -861306.125000 Penalty: 4385.932129
	Iteration 51Q: 3 clusters Score -861306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -861316.562500 Penalty: 4385.932129
	Iteration 52Q: 3 clusters Score -861316.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -861330.437500 Penalty: 4385.932129
	Iteration 53Q: 3 clusters Score -861330.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -861344.750000 Penalty: 4385.932129
	Iteration 54Q: 3 clusters Score -861344.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -861357.437500 Penalty: 4385.932129
	Iteration 55Q: 3 clusters Score -861357.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -861376.812500 Penalty: 4385.932129
	Iteration 56Q: 3 clusters Score -861376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -861395.687500 Penalty: 4385.932129
	Iteration 57Q: 3 clusters Score -861395.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -861419.000000 Penalty: 4385.932129
	Iteration 58Q: 3 clusters Score -861419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -861451.062500 Penalty: 4385.932129
	Iteration 59Q: 3 clusters Score -861451.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -861487.000000 Penalty: 4385.932129
	Iteration 60F: 3 clusters Score -861487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -861516.500000 Penalty: 4385.932129
	Iteration 61Q: 3 clusters Score -861516.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -861549.437500 Penalty: 4385.932129
	Iteration 62Q: 3 clusters Score -861549.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -861579.375000 Penalty: 4385.932129
	Iteration 63Q: 3 clusters Score -861579.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -861602.312500 Penalty: 4385.932129
	Iteration 64Q: 3 clusters Score -861602.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -861625.812500 Penalty: 4385.932129
	Iteration 65Q: 3 clusters Score -861625.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -861645.687500 Penalty: 4385.932129
	Iteration 66Q: 3 clusters Score -861645.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -861662.250000 Penalty: 4385.932129
	Iteration 67Q: 3 clusters Score -861662.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -861678.750000 Penalty: 4385.932129
	Iteration 68Q: 3 clusters Score -861678.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -861687.625000 Penalty: 4385.932129
	Iteration 69Q: 3 clusters Score -861687.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -861694.125000 Penalty: 4385.932129
	Iteration 70Q: 3 clusters Score -861694.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -861698.062500 Penalty: 4385.932129
	Iteration 71Q: 3 clusters Score -861698.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -861704.812500 Penalty: 4385.932129
	Iteration 72Q: 3 clusters Score -861704.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -861708.937500 Penalty: 4385.932129
	Iteration 73Q: 3 clusters Score -861708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -861710.625000 Penalty: 4385.932129
	Iteration 74Q: 3 clusters Score -861710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -861715.187500 Penalty: 4385.932129
	Iteration 75Q: 3 clusters Score -861715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -861717.375000 Penalty: 4385.932129
	Iteration 76Q: 3 clusters Score -861717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -861720.250000 Penalty: 4385.932129
	Iteration 77Q: 3 clusters Score -861720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -861722.250000 Penalty: 4385.932129
	Iteration 78Q: 3 clusters Score -861722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -861721.375000 Penalty: 4385.932129
	Iteration 79Q: 3 clusters Score -861721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -861723.000000 Penalty: 4385.932129
	Iteration 80F: 3 clusters Score -861723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -861727.000000 Penalty: 4385.932129
	Iteration 81Q: 3 clusters Score -861727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -861726.625000 Penalty: 4385.932129
	Iteration 82Q: 3 clusters Score -861726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -861728.437500 Penalty: 4385.932129
	Iteration 83Q: 3 clusters Score -861728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -861727.500000 Penalty: 4385.932129
	Iteration 84Q: 3 clusters Score -861727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -861731.187500 Penalty: 4385.932129
	Iteration 85Q: 3 clusters Score -861731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -861732.562500 Penalty: 4385.932129
	Iteration 86Q: 3 clusters Score -861732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -861731.375000 Penalty: 4385.932129
	Iteration 87Q: 3 clusters Score -861731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -861731.375000 Penalty: 4385.932129
	Iteration 88Q: 3 clusters Score -861731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -861731.937500 Penalty: 4385.932129
	Iteration 89Q: 3 clusters Score -861731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -861733.625000 Penalty: 4385.932129
	Iteration 90Q: 3 clusters Score -861733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -861735.062500 Penalty: 4385.932129
	Iteration 91Q: 3 clusters Score -861735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -861735.687500 Penalty: 4385.932129
	Iteration 92Q: 3 clusters Score -861735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -861736.750000 Penalty: 4385.932129
	Iteration 93Q: 3 clusters Score -861736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -861738.687500 Penalty: 4385.932129
	Iteration 94Q: 3 clusters Score -861738.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -861740.875000 Penalty: 4385.932129
	Iteration 95Q: 3 clusters Score -861740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -861742.500000 Penalty: 4385.932129
	Iteration 96Q: 3 clusters Score -861742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -861744.125000 Penalty: 4385.932129
	Iteration 97Q: 3 clusters Score -861744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -861744.000000 Penalty: 4385.932129
	Iteration 98Q: 3 clusters Score -861744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -861747.750000 Penalty: 4385.932129
	Iteration 99Q: 3 clusters Score -861747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -861748.875000 Penalty: 4385.932129
	Iteration 100F: 3 clusters Score -861748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -861753.437500 Penalty: 4385.932129
	Iteration 101Q: 3 clusters Score -861753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -861754.000000 Penalty: 4385.932129
	Iteration 102Q: 3 clusters Score -861754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -861752.937500 Penalty: 4385.932129
	Iteration 103Q: 3 clusters Score -861752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -861753.250000 Penalty: 4385.932129
	Iteration 104Q: 3 clusters Score -861753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -861753.875000 Penalty: 4385.932129
	Iteration 105Q: 3 clusters Score -861753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -861754.875000 Penalty: 4385.932129
	Iteration 106Q: 3 clusters Score -861754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -861754.875000 Penalty: 4385.932129
	Iteration 107Q: 3 clusters Score -861754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -861757.187500 Penalty: 4385.932129
	Iteration 108Q: 3 clusters Score -861757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -861755.250000 Penalty: 4385.932129
	Iteration 109Q: 3 clusters Score -861755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -861758.500000 Penalty: 4385.932129
	Iteration 110Q: 3 clusters Score -861758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -861758.500000 Penalty: 4385.932129
	Iteration 111Q: 3 clusters Score -861758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -861758.812500 Penalty: 4385.932129
	Iteration 112Q: 3 clusters Score -861758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -861758.500000 Penalty: 4385.932129
	Iteration 113Q: 3 clusters Score -861758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -861758.500000 Penalty: 4385.932129
	Iteration 114F: 3 clusters Score -861758.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -327639.000000 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -327639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -324639.500000 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -324639.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325269.625000 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -325269.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -325424.062500 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -325424.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -325524.093750 Penalty: 3913.914551
	Iteration 3Q: 3 clusters Score -325524.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325585.687500 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -325585.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -325651.937500 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -325651.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -325735.593750 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -325735.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -325848.000000 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -325848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -325980.125000 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -325980.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -326126.781250 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -326126.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -326258.093750 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -326258.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -326357.437500 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -326357.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -326403.656250 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -326403.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -326437.437500 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -326437.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326468.500000 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -326468.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -326486.281250 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -326486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -326492.687500 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -326492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -326495.031250 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -326495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326496.625000 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -326496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326496.625000 Penalty: 3913.914551
	Iteration 19F: 3 clusters Score -326496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -332008.781250 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -332008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328926.125000 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -328926.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -329662.312500 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -329662.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329899.843750 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -329899.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330067.875000 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -330067.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330201.437500 Penalty: 3930.160400
	Iteration 4F: 3 clusters Score -330201.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -330338.062500 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -330338.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330464.625000 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -330464.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -330575.156250 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -330575.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330698.500000 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -330698.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -330808.656250 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -330808.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -330888.718750 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -330888.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330934.312500 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -330934.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -330971.156250 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -330971.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -330991.593750 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -330991.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -331004.218750 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -331004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -331019.937500 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -331019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -331033.500000 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -331033.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -331043.625000 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -331043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -331051.312500 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -331051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -331059.156250 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -331059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -331066.906250 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -331066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -331071.937500 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -331071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -331074.406250 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -331074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -331076.968750 Penalty: 3930.160400
	Iteration 23Q: 3 clusters Score -331077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -331079.875000 Penalty: 3930.160400
	Iteration 24Q: 3 clusters Score -331079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -331079.875000 Penalty: 3930.160400
	Iteration 25Q: 3 clusters Score -331079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -331081.125000 Penalty: 3930.160400
	Iteration 26Q: 3 clusters Score -331081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -331083.187500 Penalty: 3930.160400
	Iteration 27Q: 3 clusters Score -331083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -331086.218750 Penalty: 3930.160400
	Iteration 28Q: 3 clusters Score -331086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -331091.406250 Penalty: 3930.160400
	Iteration 29Q: 3 clusters Score -331091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -331095.000000 Penalty: 3930.160400
	Iteration 30Q: 3 clusters Score -331095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -331096.875000 Penalty: 3930.160400
	Iteration 31Q: 3 clusters Score -331096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -331096.812500 Penalty: 3930.160400
	Iteration 32Q: 3 clusters Score -331096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -331096.812500 Penalty: 3930.160400
	Iteration 33F: 3 clusters Score -331096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -554091.875000 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -554091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -549856.375000 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -549856.4 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -550931.000000 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -550931 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -551258.500000 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -551258.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -551648.250000 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -551648.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -552074.812500 Penalty: 4182.415527
	Iteration 4F: 3 clusters Score -552074.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -552451.500000 Penalty: 4182.415527
	Iteration 5F: 3 clusters Score -552451.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -552739.687500 Penalty: 4182.415527
	Iteration 6F: 3 clusters Score -552739.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -552939.875000 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -552939.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -553043.625000 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -553043.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -553100.812500 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -553100.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -553138.562500 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -553138.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -553171.812500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -553171.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -553203.250000 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -553203.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -553233.625000 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -553233.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -553263.687500 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -553263.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -553295.875000 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -553295.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -553320.437500 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -553320.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -553339.125000 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -553339.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -553346.875000 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -553346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -553350.000000 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -553350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -553353.562500 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -553353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -553356.062500 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -553356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -553356.875000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -553356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -553357.125000 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -553357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -553357.125000 Penalty: 4182.415527
	Iteration 24F: 3 clusters Score -553357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -486046.593750 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -486046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -482109.843750 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -482109.8 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -482995.843750 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -482995.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -483197.312500 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -483197.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -483346.781250 Penalty: 4120.132324
	Iteration 3Q: 3 clusters Score -483346.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -483485.406250 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -483485.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -483640.125000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -483640.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -483839.468750 Penalty: 4120.132324
	Iteration 6F: 3 clusters Score -483839.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -484061.406250 Penalty: 4120.132324
	Iteration 7F: 3 clusters Score -484061.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -484262.906250 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -484262.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -484463.281250 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -484463.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -484657.468750 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -484657.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -484795.562500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -484795.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -484880.062500 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -484880.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -484921.968750 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -484922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -484955.406250 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -484955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -484983.687500 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -484983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -485002.843750 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -485002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -485012.375000 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -485012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -485019.656250 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -485019.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -485029.625000 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -485029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -485035.406250 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -485035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -485039.281250 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -485039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -485043.156250 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -485043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -485043.656250 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -485043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -485045.156250 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -485045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -485045.156250 Penalty: 4120.132324
	Iteration 25F: 3 clusters Score -485045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1001602.937500 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1001603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -995183.875000 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -995183.9 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -996929.625000 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -996929.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -997233.187500 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -997233.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -997433.187500 Penalty: 4460.247070
	Iteration 3F: 3 clusters Score -997433.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -997592.750000 Penalty: 4460.247070
	Iteration 4Q: 3 clusters Score -997592.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -997753.125000 Penalty: 4460.247070
	Iteration 5Q: 3 clusters Score -997753.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -997892.625000 Penalty: 4460.247070
	Iteration 6Q: 3 clusters Score -997892.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -998023.625000 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -998023.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -998158.250000 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -998158.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -998289.875000 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -998289.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -998450.125000 Penalty: 4460.247070
	Iteration 10Q: 3 clusters Score -998450.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -998655.125000 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -998655.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -998869.437500 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -998869.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -999106.687500 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -999106.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -999355.062500 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -999355.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -999603.000000 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -999603 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -999779.187500 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -999779.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -999940.437500 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -999940.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1000083.125000 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -1000083 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1000187.312500 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -1000187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1000248.500000 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -1000248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1000277.375000 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -1000277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1000298.375000 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -1000298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1000309.375000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -1000309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1000320.687500 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -1000321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1000328.687500 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -1000329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1000339.500000 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -1000340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1000343.125000 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -1000343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1000351.312500 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -1000351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1000354.437500 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -1000354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1000358.625000 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -1000359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1000359.062500 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -1000359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1000360.250000 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -1000360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1000361.437500 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -1000361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1000361.437500 Penalty: 4460.247070
	Iteration 34F: 3 clusters Score -1000361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -104547.742188 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -104547.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102923.765625 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -102923.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103194.859375 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -103194.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103335.820312 Penalty: 3208.748047
	Iteration 2F: 3 clusters Score -103335.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103478.851562 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -103478.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103636.789062 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -103636.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103739.195312 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -103739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103762.750000 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -103762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103762.187500 Penalty: 3208.748047
	Iteration 7Q: 3 clusters Score -103762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103765.820312 Penalty: 3208.748047
	Iteration 8Q: 3 clusters Score -103765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103772.281250 Penalty: 3208.748047
	Iteration 9Q: 3 clusters Score -103772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103781.828125 Penalty: 3208.748047
	Iteration 10Q: 3 clusters Score -103781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103774.085938 Penalty: 3208.748047
	Iteration 11Q: 3 clusters Score -103774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103779.343750 Penalty: 3208.748047
	Iteration 12Q: 3 clusters Score -103779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103780.015625 Penalty: 3208.748047
	Iteration 13Q: 3 clusters Score -103780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103783.343750 Penalty: 3208.748047
	Iteration 14Q: 3 clusters Score -103783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103783.343750 Penalty: 3208.748047
	Iteration 15F: 3 clusters Score -103783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -593358.375000 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -593358.4 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 2692 members 
Entering Unmasked Estep 
Score: -588715.375000 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -588715.4 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -589956.375000 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -589956.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -590263.875000 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -590263.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -590523.437500 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -590523.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -590752.187500 Penalty: 4252.586426
	Iteration 4F: 3 clusters Score -590752.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -590923.312500 Penalty: 4252.586426
	Iteration 5Q: 3 clusters Score -590923.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -591036.250000 Penalty: 4252.586426
	Iteration 6Q: 3 clusters Score -591036.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -591116.562500 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -591116.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -591182.062500 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -591182.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -591241.562500 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -591241.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -591293.375000 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -591293.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -591339.625000 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -591339.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -591385.750000 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -591385.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -591435.500000 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -591435.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -591477.687500 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -591477.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -591509.250000 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -591509.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -591541.375000 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -591541.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -591572.937500 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -591572.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -591596.625000 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -591596.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -591622.250000 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -591622.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -591648.250000 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -591648.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -591666.000000 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -591666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -591682.750000 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -591682.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -591700.687500 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -591700.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -591713.312500 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -591713.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -591721.062500 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -591721.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -591726.875000 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -591726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -591734.062500 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -591734.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -591740.500000 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -591740.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -591750.125000 Penalty: 4252.586426
	Iteration 29Q: 3 clusters Score -591750.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -591760.750000 Penalty: 4252.586426
	Iteration 30Q: 3 clusters Score -591760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -591772.625000 Penalty: 4252.586426
	Iteration 31Q: 3 clusters Score -591772.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -591783.062500 Penalty: 4252.586426
	Iteration 32Q: 3 clusters Score -591783.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -591796.625000 Penalty: 4252.586426
	Iteration 33Q: 3 clusters Score -591796.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -591809.375000 Penalty: 4252.586426
	Iteration 34Q: 3 clusters Score -591809.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -591818.562500 Penalty: 4252.586426
	Iteration 35Q: 3 clusters Score -591818.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -591829.000000 Penalty: 4252.586426
	Iteration 36Q: 3 clusters Score -591829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -591836.500000 Penalty: 4252.586426
	Iteration 37Q: 3 clusters Score -591836.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -591844.812500 Penalty: 4252.586426
	Iteration 38Q: 3 clusters Score -591844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -591848.812500 Penalty: 4252.586426
	Iteration 39Q: 3 clusters Score -591848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -591855.875000 Penalty: 4252.586426
	Iteration 40F: 3 clusters Score -591855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -591858.500000 Penalty: 4252.586426
	Iteration 41Q: 3 clusters Score -591858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -591858.500000 Penalty: 4252.586426
	Iteration 42Q: 3 clusters Score -591858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -591860.812500 Penalty: 4252.586426
	Iteration 43Q: 3 clusters Score -591860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -591863.062500 Penalty: 4252.586426
	Iteration 44Q: 3 clusters Score -591863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -591863.312500 Penalty: 4252.586426
	Iteration 45Q: 3 clusters Score -591863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -591864.562500 Penalty: 4252.586426
	Iteration 46Q: 3 clusters Score -591864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -591865.125000 Penalty: 4252.586426
	Iteration 47Q: 3 clusters Score -591865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -591865.125000 Penalty: 4252.586426
	Iteration 48F: 3 clusters Score -591865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -118822.570312 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -118822.6 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 483 members 
Entering Unmasked Estep 
Score: -116912.093750 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -116912.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117228.859375 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -117228.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117324.484375 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -117324.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117378.179688 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -117378.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117414.210938 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -117414.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117429.828125 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -117429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117440.828125 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -117440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117458.812500 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -117458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117468.140625 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -117468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117476.140625 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -117476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117479.539062 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -117479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117481.914062 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -117481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117484.750000 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -117484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117487.789062 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -117487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117489.210938 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -117489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117489.210938 Penalty: 3417.237305
	Iteration 15F: 3 clusters Score -117489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -255614.937500 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -255614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -252768.312500 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -252768.3 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -253432.968750 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -253433 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -253685.187500 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -253685.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -253876.062500 Penalty: 3863.364014
	Iteration 3F: 3 clusters Score -253876.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -254019.437500 Penalty: 3863.364014
	Iteration 4F: 3 clusters Score -254019.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -254092.078125 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -254092.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -254146.562500 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -254146.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -254191.875000 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -254191.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -254215.406250 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -254215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -254231.437500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -254231.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -254249.250000 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -254249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254257.859375 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -254257.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -254262.062500 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -254262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -254268.859375 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -254268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -254273.406250 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -254273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -254278.453125 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -254278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -254281.796875 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -254281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -254284.734375 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -254284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -254287.656250 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -254287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254289.265625 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -254289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -254290.390625 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -254290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -254293.296875 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -254293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -254295.281250 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -254295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -254298.937500 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -254298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -254302.046875 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -254302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -254303.359375 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -254303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254303.687500 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -254303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -254304.625000 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -254304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254305.390625 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -254305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -254309.000000 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -254309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254313.187500 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -254313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -254317.296875 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -254317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254320.921875 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -254320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254324.718750 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -254324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -254327.437500 Penalty: 3863.364014
	Iteration 34Q: 3 clusters Score -254327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254328.609375 Penalty: 3863.364014
	Iteration 35Q: 3 clusters Score -254328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254329.515625 Penalty: 3863.364014
	Iteration 36Q: 3 clusters Score -254329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -254330.000000 Penalty: 3863.364014
	Iteration 37Q: 3 clusters Score -254330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -254330.000000 Penalty: 3863.364014
	Iteration 38F: 3 clusters Score -254330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -1078331.250000 Penalty: 2253.249512
	Iteration 0F: 2 clusters Score -1078331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1071395.125000 Penalty: 4506.499023
	Iteration 0F: 3 clusters Score -1071395 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1073335.000000 Penalty: 4506.499023
	Iteration 1F: 3 clusters Score -1073335 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1073647.000000 Penalty: 4506.499023
	Iteration 2F: 3 clusters Score -1073647 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1073870.625000 Penalty: 4506.499023
	Iteration 3F: 3 clusters Score -1073871 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1074045.625000 Penalty: 4506.499023
	Iteration 4Q: 3 clusters Score -1074046 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1074195.750000 Penalty: 4506.499023
	Iteration 5Q: 3 clusters Score -1074196 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1074348.750000 Penalty: 4506.499023
	Iteration 6Q: 3 clusters Score -1074349 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1074504.375000 Penalty: 4506.499023
	Iteration 7Q: 3 clusters Score -1074504 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1074654.000000 Penalty: 4506.499023
	Iteration 8Q: 3 clusters Score -1074654 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1074800.500000 Penalty: 4506.499023
	Iteration 9Q: 3 clusters Score -1074800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1074954.625000 Penalty: 4506.499023
	Iteration 10Q: 3 clusters Score -1074955 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1075147.375000 Penalty: 4506.499023
	Iteration 11Q: 3 clusters Score -1075147 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1075406.125000 Penalty: 4506.499023
	Iteration 12Q: 3 clusters Score -1075406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1075672.000000 Penalty: 4506.499023
	Iteration 13Q: 3 clusters Score -1075672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1075910.750000 Penalty: 4506.499023
	Iteration 14Q: 3 clusters Score -1075911 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1076124.250000 Penalty: 4506.499023
	Iteration 15Q: 3 clusters Score -1076124 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1076321.125000 Penalty: 4506.499023
	Iteration 16Q: 3 clusters Score -1076321 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1076463.125000 Penalty: 4506.499023
	Iteration 17Q: 3 clusters Score -1076463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1076564.000000 Penalty: 4506.499023
	Iteration 18Q: 3 clusters Score -1076564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1076639.875000 Penalty: 4506.499023
	Iteration 19Q: 3 clusters Score -1076640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1076684.750000 Penalty: 4506.499023
	Iteration 20F: 3 clusters Score -1076685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1076727.625000 Penalty: 4506.499023
	Iteration 21Q: 3 clusters Score -1076728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1076752.875000 Penalty: 4506.499023
	Iteration 22Q: 3 clusters Score -1076753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1076773.125000 Penalty: 4506.499023
	Iteration 23Q: 3 clusters Score -1076773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1076789.875000 Penalty: 4506.499023
	Iteration 24Q: 3 clusters Score -1076790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1076808.875000 Penalty: 4506.499023
	Iteration 25Q: 3 clusters Score -1076809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1076821.500000 Penalty: 4506.499023
	Iteration 26Q: 3 clusters Score -1076822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1076832.625000 Penalty: 4506.499023
	Iteration 27Q: 3 clusters Score -1076833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1076844.875000 Penalty: 4506.499023
	Iteration 28Q: 3 clusters Score -1076845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1076855.500000 Penalty: 4506.499023
	Iteration 29Q: 3 clusters Score -1076856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1076872.000000 Penalty: 4506.499023
	Iteration 30Q: 3 clusters Score -1076872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1076888.500000 Penalty: 4506.499023
	Iteration 31Q: 3 clusters Score -1076888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1076906.250000 Penalty: 4506.499023
	Iteration 32Q: 3 clusters Score -1076906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1076920.625000 Penalty: 4506.499023
	Iteration 33Q: 3 clusters Score -1076921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1076931.250000 Penalty: 4506.499023
	Iteration 34Q: 3 clusters Score -1076931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1076938.125000 Penalty: 4506.499023
	Iteration 35Q: 3 clusters Score -1076938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1076948.750000 Penalty: 4506.499023
	Iteration 36Q: 3 clusters Score -1076949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1076953.500000 Penalty: 4506.499023
	Iteration 37Q: 3 clusters Score -1076954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1076958.625000 Penalty: 4506.499023
	Iteration 38Q: 3 clusters Score -1076959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1076970.000000 Penalty: 4506.499023
	Iteration 39Q: 3 clusters Score -1076970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1076979.250000 Penalty: 4506.499023
	Iteration 40F: 3 clusters Score -1076979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1076988.500000 Penalty: 4506.499023
	Iteration 41Q: 3 clusters Score -1076988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1077000.875000 Penalty: 4506.499023
	Iteration 42Q: 3 clusters Score -1077001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1077010.625000 Penalty: 4506.499023
	Iteration 43Q: 3 clusters Score -1077011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1077021.250000 Penalty: 4506.499023
	Iteration 44Q: 3 clusters Score -1077021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1077029.500000 Penalty: 4506.499023
	Iteration 45Q: 3 clusters Score -1077030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1077037.500000 Penalty: 4506.499023
	Iteration 46Q: 3 clusters Score -1077038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1077047.875000 Penalty: 4506.499023
	Iteration 47Q: 3 clusters Score -1077048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1077059.000000 Penalty: 4506.499023
	Iteration 48Q: 3 clusters Score -1077059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1077071.250000 Penalty: 4506.499023
	Iteration 49Q: 3 clusters Score -1077071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1077083.000000 Penalty: 4506.499023
	Iteration 50Q: 3 clusters Score -1077083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1077102.875000 Penalty: 4506.499023
	Iteration 51Q: 3 clusters Score -1077103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1077124.750000 Penalty: 4506.499023
	Iteration 52Q: 3 clusters Score -1077125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1077141.375000 Penalty: 4506.499023
	Iteration 53Q: 3 clusters Score -1077141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1077150.625000 Penalty: 4506.499023
	Iteration 54Q: 3 clusters Score -1077151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1077158.125000 Penalty: 4506.499023
	Iteration 55Q: 3 clusters Score -1077158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1077160.000000 Penalty: 4506.499023
	Iteration 56Q: 3 clusters Score -1077160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1077164.625000 Penalty: 4506.499023
	Iteration 57Q: 3 clusters Score -1077165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1077166.625000 Penalty: 4506.499023
	Iteration 58Q: 3 clusters Score -1077167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1077168.125000 Penalty: 4506.499023
	Iteration 59Q: 3 clusters Score -1077168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1077168.750000 Penalty: 4506.499023
	Iteration 60F: 3 clusters Score -1077169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1077171.875000 Penalty: 4506.499023
	Iteration 61Q: 3 clusters Score -1077172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1077173.625000 Penalty: 4506.499023
	Iteration 62Q: 3 clusters Score -1077174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1077178.875000 Penalty: 4506.499023
	Iteration 63Q: 3 clusters Score -1077179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1077184.125000 Penalty: 4506.499023
	Iteration 64Q: 3 clusters Score -1077184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1077184.750000 Penalty: 4506.499023
	Iteration 65Q: 3 clusters Score -1077185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1077185.875000 Penalty: 4506.499023
	Iteration 66Q: 3 clusters Score -1077186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1077190.875000 Penalty: 4506.499023
	Iteration 67Q: 3 clusters Score -1077191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1077193.250000 Penalty: 4506.499023
	Iteration 68Q: 3 clusters Score -1077193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1077194.250000 Penalty: 4506.499023
	Iteration 69Q: 3 clusters Score -1077194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1077197.625000 Penalty: 4506.499023
	Iteration 70Q: 3 clusters Score -1077198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1077198.375000 Penalty: 4506.499023
	Iteration 71Q: 3 clusters Score -1077198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1077199.125000 Penalty: 4506.499023
	Iteration 72Q: 3 clusters Score -1077199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1077201.500000 Penalty: 4506.499023
	Iteration 73Q: 3 clusters Score -1077202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1077199.250000 Penalty: 4506.499023
	Iteration 74Q: 3 clusters Score -1077199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1077199.250000 Penalty: 4506.499023
	Iteration 75F: 3 clusters Score -1077199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -220137.953125 Penalty: 1906.168335
	Iteration 0F: 2 clusters Score -220138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -217434.281250 Penalty: 3812.336670
	Iteration 0F: 3 clusters Score -217434.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -217982.500000 Penalty: 3812.336670
	Iteration 1F: 3 clusters Score -217982.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -218168.359375 Penalty: 3812.336670
	Iteration 2F: 3 clusters Score -218168.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -218321.984375 Penalty: 3812.336670
	Iteration 3F: 3 clusters Score -218322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218459.453125 Penalty: 3812.336670
	Iteration 4Q: 3 clusters Score -218459.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -218563.765625 Penalty: 3812.336670
	Iteration 5Q: 3 clusters Score -218563.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -218625.875000 Penalty: 3812.336670
	Iteration 6Q: 3 clusters Score -218625.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -218673.078125 Penalty: 3812.336670
	Iteration 7Q: 3 clusters Score -218673.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -218714.796875 Penalty: 3812.336670
	Iteration 8Q: 3 clusters Score -218714.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -218759.546875 Penalty: 3812.336670
	Iteration 9Q: 3 clusters Score -218759.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -218793.609375 Penalty: 3812.336670
	Iteration 10Q: 3 clusters Score -218793.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -218813.546875 Penalty: 3812.336670
	Iteration 11Q: 3 clusters Score -218813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -218838.468750 Penalty: 3812.336670
	Iteration 12Q: 3 clusters Score -218838.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -218860.765625 Penalty: 3812.336670
	Iteration 13Q: 3 clusters Score -218860.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218879.390625 Penalty: 3812.336670
	Iteration 14Q: 3 clusters Score -218879.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218897.218750 Penalty: 3812.336670
	Iteration 15Q: 3 clusters Score -218897.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -218915.140625 Penalty: 3812.336670
	Iteration 16Q: 3 clusters Score -218915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -218933.453125 Penalty: 3812.336670
	Iteration 17Q: 3 clusters Score -218933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -218955.937500 Penalty: 3812.336670
	Iteration 18Q: 3 clusters Score -218955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -218988.468750 Penalty: 3812.336670
	Iteration 19Q: 3 clusters Score -218988.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -219026.531250 Penalty: 3812.336670
	Iteration 20F: 3 clusters Score -219026.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -219064.062500 Penalty: 3812.336670
	Iteration 21Q: 3 clusters Score -219064.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -219095.250000 Penalty: 3812.336670
	Iteration 22Q: 3 clusters Score -219095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -219123.046875 Penalty: 3812.336670
	Iteration 23Q: 3 clusters Score -219123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -219162.390625 Penalty: 3812.336670
	Iteration 24Q: 3 clusters Score -219162.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -219183.093750 Penalty: 3812.336670
	Iteration 25Q: 3 clusters Score -219183.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -219200.515625 Penalty: 3812.336670
	Iteration 26Q: 3 clusters Score -219200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219215.109375 Penalty: 3812.336670
	Iteration 27Q: 3 clusters Score -219215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -219236.187500 Penalty: 3812.336670
	Iteration 28Q: 3 clusters Score -219236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219256.187500 Penalty: 3812.336670
	Iteration 29Q: 3 clusters Score -219256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -219270.515625 Penalty: 3812.336670
	Iteration 30Q: 3 clusters Score -219270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219277.765625 Penalty: 3812.336670
	Iteration 31Q: 3 clusters Score -219277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219287.250000 Penalty: 3812.336670
	Iteration 32Q: 3 clusters Score -219287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -219291.671875 Penalty: 3812.336670
	Iteration 33Q: 3 clusters Score -219291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219293.031250 Penalty: 3812.336670
	Iteration 34Q: 3 clusters Score -219293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219296.546875 Penalty: 3812.336670
	Iteration 35Q: 3 clusters Score -219296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -219301.031250 Penalty: 3812.336670
	Iteration 36Q: 3 clusters Score -219301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -219304.375000 Penalty: 3812.336670
	Iteration 37Q: 3 clusters Score -219304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219305.687500 Penalty: 3812.336670
	Iteration 38Q: 3 clusters Score -219305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -219306.671875 Penalty: 3812.336670
	Iteration 39Q: 3 clusters Score -219306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -219306.984375 Penalty: 3812.336670
	Iteration 40F: 3 clusters Score -219307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (10518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Entering Unmasked Estep 
Score: -1179986.000000 Penalty: 2296.689209
	Iteration 0F: 2 clusters Score -1179986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1172036.125000 Penalty: 4593.378418
	Iteration 0F: 3 clusters Score -1172036 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1174653.750000 Penalty: 4593.378418
	Iteration 1F: 3 clusters Score -1174654 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1175145.875000 Penalty: 4593.378418
	Iteration 2F: 3 clusters Score -1175146 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1175554.375000 Penalty: 4593.378418
	Iteration 3F: 3 clusters Score -1175554 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1175915.375000 Penalty: 4593.378418
	Iteration 4F: 3 clusters Score -1175915 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1176221.375000 Penalty: 4593.378418
	Iteration 5F: 3 clusters Score -1176221 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1176488.125000 Penalty: 4593.378418
	Iteration 6Q: 3 clusters Score -1176488 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1176725.500000 Penalty: 4593.378418
	Iteration 7Q: 3 clusters Score -1176726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1176932.375000 Penalty: 4593.378418
	Iteration 8Q: 3 clusters Score -1176932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1177103.875000 Penalty: 4593.378418
	Iteration 9Q: 3 clusters Score -1177104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1177256.125000 Penalty: 4593.378418
	Iteration 10Q: 3 clusters Score -1177256 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1177365.875000 Penalty: 4593.378418
	Iteration 11Q: 3 clusters Score -1177366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1177446.125000 Penalty: 4593.378418
	Iteration 12Q: 3 clusters Score -1177446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1177505.875000 Penalty: 4593.378418
	Iteration 13Q: 3 clusters Score -1177506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1177563.625000 Penalty: 4593.378418
	Iteration 14Q: 3 clusters Score -1177564 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1177600.875000 Penalty: 4593.378418
	Iteration 15Q: 3 clusters Score -1177601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1177639.375000 Penalty: 4593.378418
	Iteration 16Q: 3 clusters Score -1177639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1177667.000000 Penalty: 4593.378418
	Iteration 17Q: 3 clusters Score -1177667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1177685.750000 Penalty: 4593.378418
	Iteration 18Q: 3 clusters Score -1177686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1177704.625000 Penalty: 4593.378418
	Iteration 19Q: 3 clusters Score -1177705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1177721.500000 Penalty: 4593.378418
	Iteration 20F: 3 clusters Score -1177722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1177733.000000 Penalty: 4593.378418
	Iteration 21Q: 3 clusters Score -1177733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1177740.625000 Penalty: 4593.378418
	Iteration 22Q: 3 clusters Score -1177741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1177748.750000 Penalty: 4593.378418
	Iteration 23Q: 3 clusters Score -1177749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1177751.875000 Penalty: 4593.378418
	Iteration 24Q: 3 clusters Score -1177752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1177758.125000 Penalty: 4593.378418
	Iteration 25Q: 3 clusters Score -1177758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1177764.750000 Penalty: 4593.378418
	Iteration 26Q: 3 clusters Score -1177765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1177775.625000 Penalty: 4593.378418
	Iteration 27Q: 3 clusters Score -1177776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1177776.625000 Penalty: 4593.378418
	Iteration 28Q: 3 clusters Score -1177777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1177777.875000 Penalty: 4593.378418
	Iteration 29Q: 3 clusters Score -1177778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1177780.875000 Penalty: 4593.378418
	Iteration 30Q: 3 clusters Score -1177781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1177783.500000 Penalty: 4593.378418
	Iteration 31Q: 3 clusters Score -1177784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1177790.375000 Penalty: 4593.378418
	Iteration 32Q: 3 clusters Score -1177790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1177798.875000 Penalty: 4593.378418
	Iteration 33Q: 3 clusters Score -1177799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1177800.625000 Penalty: 4593.378418
	Iteration 34Q: 3 clusters Score -1177801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1177807.500000 Penalty: 4593.378418
	Iteration 35Q: 3 clusters Score -1177808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1177811.000000 Penalty: 4593.378418
	Iteration 36Q: 3 clusters Score -1177811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1177814.250000 Penalty: 4593.378418
	Iteration 37Q: 3 clusters Score -1177814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1177820.625000 Penalty: 4593.378418
	Iteration 38Q: 3 clusters Score -1177821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1177821.000000 Penalty: 4593.378418
	Iteration 39Q: 3 clusters Score -1177821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1177825.000000 Penalty: 4593.378418
	Iteration 40F: 3 clusters Score -1177825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1177824.875000 Penalty: 4593.378418
	Iteration 41Q: 3 clusters Score -1177825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1177833.250000 Penalty: 4593.378418
	Iteration 42Q: 3 clusters Score -1177833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1177837.375000 Penalty: 4593.378418
	Iteration 43Q: 3 clusters Score -1177837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1177843.625000 Penalty: 4593.378418
	Iteration 44Q: 3 clusters Score -1177844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1177847.125000 Penalty: 4593.378418
	Iteration 45Q: 3 clusters Score -1177847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1177850.250000 Penalty: 4593.378418
	Iteration 46Q: 3 clusters Score -1177850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1177857.625000 Penalty: 4593.378418
	Iteration 47Q: 3 clusters Score -1177858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1177862.375000 Penalty: 4593.378418
	Iteration 48Q: 3 clusters Score -1177862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1177876.625000 Penalty: 4593.378418
	Iteration 49Q: 3 clusters Score -1177877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1177880.750000 Penalty: 4593.378418
	Iteration 50Q: 3 clusters Score -1177881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1177888.750000 Penalty: 4593.378418
	Iteration 51Q: 3 clusters Score -1177889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1177898.875000 Penalty: 4593.378418
	Iteration 52Q: 3 clusters Score -1177899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1177906.125000 Penalty: 4593.378418
	Iteration 53Q: 3 clusters Score -1177906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1177912.375000 Penalty: 4593.378418
	Iteration 54Q: 3 clusters Score -1177912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1177917.000000 Penalty: 4593.378418
	Iteration 55Q: 3 clusters Score -1177917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1177925.750000 Penalty: 4593.378418
	Iteration 56Q: 3 clusters Score -1177926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1177935.000000 Penalty: 4593.378418
	Iteration 57Q: 3 clusters Score -1177935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1177942.625000 Penalty: 4593.378418
	Iteration 58Q: 3 clusters Score -1177943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1177950.500000 Penalty: 4593.378418
	Iteration 59Q: 3 clusters Score -1177950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1177959.875000 Penalty: 4593.378418
	Iteration 60F: 3 clusters Score -1177960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1177970.000000 Penalty: 4593.378418
	Iteration 61Q: 3 clusters Score -1177970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1177981.000000 Penalty: 4593.378418
	Iteration 62Q: 3 clusters Score -1177981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1177992.625000 Penalty: 4593.378418
	Iteration 63Q: 3 clusters Score -1177993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1178008.875000 Penalty: 4593.378418
	Iteration 64Q: 3 clusters Score -1178009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1178023.125000 Penalty: 4593.378418
	Iteration 65Q: 3 clusters Score -1178023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1178038.750000 Penalty: 4593.378418
	Iteration 66Q: 3 clusters Score -1178039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1178060.250000 Penalty: 4593.378418
	Iteration 67Q: 3 clusters Score -1178060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1178073.750000 Penalty: 4593.378418
	Iteration 68Q: 3 clusters Score -1178074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1178095.500000 Penalty: 4593.378418
	Iteration 69Q: 3 clusters Score -1178096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1178119.125000 Penalty: 4593.378418
	Iteration 70Q: 3 clusters Score -1178119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1178128.875000 Penalty: 4593.378418
	Iteration 71Q: 3 clusters Score -1178129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1178141.875000 Penalty: 4593.378418
	Iteration 72Q: 3 clusters Score -1178142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1178149.000000 Penalty: 4593.378418
	Iteration 73Q: 3 clusters Score -1178149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1178162.375000 Penalty: 4593.378418
	Iteration 74Q: 3 clusters Score -1178162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1178173.875000 Penalty: 4593.378418
	Iteration 75Q: 3 clusters Score -1178174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1178190.000000 Penalty: 4593.378418
	Iteration 76Q: 3 clusters Score -1178190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1178207.125000 Penalty: 4593.378418
	Iteration 77Q: 3 clusters Score -1178207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1178235.625000 Penalty: 4593.378418
	Iteration 78Q: 3 clusters Score -1178236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1178261.250000 Penalty: 4593.378418
	Iteration 79Q: 3 clusters Score -1178261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1178278.000000 Penalty: 4593.378418
	Iteration 80F: 3 clusters Score -1178278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1178295.625000 Penalty: 4593.378418
	Iteration 81Q: 3 clusters Score -1178296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1178307.750000 Penalty: 4593.378418
	Iteration 82Q: 3 clusters Score -1178308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1178318.000000 Penalty: 4593.378418
	Iteration 83Q: 3 clusters Score -1178318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1178334.875000 Penalty: 4593.378418
	Iteration 84Q: 3 clusters Score -1178335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1178345.125000 Penalty: 4593.378418
	Iteration 85Q: 3 clusters Score -1178345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1178356.000000 Penalty: 4593.378418
	Iteration 86Q: 3 clusters Score -1178356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1178362.375000 Penalty: 4593.378418
	Iteration 87Q: 3 clusters Score -1178362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1178370.000000 Penalty: 4593.378418
	Iteration 88Q: 3 clusters Score -1178370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1178376.625000 Penalty: 4593.378418
	Iteration 89Q: 3 clusters Score -1178377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1178383.500000 Penalty: 4593.378418
	Iteration 90Q: 3 clusters Score -1178384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1178391.125000 Penalty: 4593.378418
	Iteration 91Q: 3 clusters Score -1178391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1178398.625000 Penalty: 4593.378418
	Iteration 92Q: 3 clusters Score -1178399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1178398.375000 Penalty: 4593.378418
	Iteration 93Q: 3 clusters Score -1178398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1178401.000000 Penalty: 4593.378418
	Iteration 94Q: 3 clusters Score -1178401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1178404.250000 Penalty: 4593.378418
	Iteration 95Q: 3 clusters Score -1178404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1178405.500000 Penalty: 4593.378418
	Iteration 96Q: 3 clusters Score -1178406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1178410.625000 Penalty: 4593.378418
	Iteration 97Q: 3 clusters Score -1178411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1178416.125000 Penalty: 4593.378418
	Iteration 98Q: 3 clusters Score -1178416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1178419.375000 Penalty: 4593.378418
	Iteration 99Q: 3 clusters Score -1178419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1178424.000000 Penalty: 4593.378418
	Iteration 100F: 3 clusters Score -1178424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1178430.875000 Penalty: 4593.378418
	Iteration 101Q: 3 clusters Score -1178431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1178433.250000 Penalty: 4593.378418
	Iteration 102Q: 3 clusters Score -1178433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1178439.000000 Penalty: 4593.378418
	Iteration 103Q: 3 clusters Score -1178439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1178446.125000 Penalty: 4593.378418
	Iteration 104Q: 3 clusters Score -1178446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1178453.375000 Penalty: 4593.378418
	Iteration 105Q: 3 clusters Score -1178453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1178459.375000 Penalty: 4593.378418
	Iteration 106Q: 3 clusters Score -1178459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1178462.500000 Penalty: 4593.378418
	Iteration 107Q: 3 clusters Score -1178462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1178469.375000 Penalty: 4593.378418
	Iteration 108Q: 3 clusters Score -1178469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1178472.500000 Penalty: 4593.378418
	Iteration 109Q: 3 clusters Score -1178472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1178477.250000 Penalty: 4593.378418
	Iteration 110Q: 3 clusters Score -1178477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1178477.750000 Penalty: 4593.378418
	Iteration 111Q: 3 clusters Score -1178478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1178479.250000 Penalty: 4593.378418
	Iteration 112Q: 3 clusters Score -1178479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1178481.375000 Penalty: 4593.378418
	Iteration 113Q: 3 clusters Score -1178481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1178480.375000 Penalty: 4593.378418
	Iteration 114Q: 3 clusters Score -1178480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1178485.375000 Penalty: 4593.378418
	Iteration 115Q: 3 clusters Score -1178485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1178487.000000 Penalty: 4593.378418
	Iteration 116Q: 3 clusters Score -1178487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1178489.875000 Penalty: 4593.378418
	Iteration 117Q: 3 clusters Score -1178490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1178496.125000 Penalty: 4593.378418
	Iteration 118Q: 3 clusters Score -1178496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1178502.000000 Penalty: 4593.378418
	Iteration 119Q: 3 clusters Score -1178502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1178510.375000 Penalty: 4593.378418
	Iteration 120F: 3 clusters Score -1178510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1178514.500000 Penalty: 4593.378418
	Iteration 121Q: 3 clusters Score -1178514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1178517.250000 Penalty: 4593.378418
	Iteration 122Q: 3 clusters Score -1178517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1178519.625000 Penalty: 4593.378418
	Iteration 123Q: 3 clusters Score -1178520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1178520.125000 Penalty: 4593.378418
	Iteration 124Q: 3 clusters Score -1178520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1178524.875000 Penalty: 4593.378418
	Iteration 125Q: 3 clusters Score -1178525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1178524.750000 Penalty: 4593.378418
	Iteration 126Q: 3 clusters Score -1178525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1178528.875000 Penalty: 4593.378418
	Iteration 127Q: 3 clusters Score -1178529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1178530.375000 Penalty: 4593.378418
	Iteration 128Q: 3 clusters Score -1178530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1178530.875000 Penalty: 4593.378418
	Iteration 129Q: 3 clusters Score -1178531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1178530.125000 Penalty: 4593.378418
	Iteration 130Q: 3 clusters Score -1178530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1178532.250000 Penalty: 4593.378418
	Iteration 131Q: 3 clusters Score -1178532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1178535.250000 Penalty: 4593.378418
	Iteration 132Q: 3 clusters Score -1178535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1178537.375000 Penalty: 4593.378418
	Iteration 133Q: 3 clusters Score -1178537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1178540.375000 Penalty: 4593.378418
	Iteration 134Q: 3 clusters Score -1178540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1178541.000000 Penalty: 4593.378418
	Iteration 135Q: 3 clusters Score -1178541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1178541.625000 Penalty: 4593.378418
	Iteration 136Q: 3 clusters Score -1178542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1178541.250000 Penalty: 4593.378418
	Iteration 137Q: 3 clusters Score -1178541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1178542.500000 Penalty: 4593.378418
	Iteration 138Q: 3 clusters Score -1178542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1178542.750000 Penalty: 4593.378418
	Iteration 139Q: 3 clusters Score -1178543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1178542.750000 Penalty: 4593.378418
	Iteration 140F: 3 clusters Score -1178543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (26975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Entering Unmasked Estep 
Score: -3372352.000000 Penalty: 2530.260986
	Iteration 0F: 2 clusters Score -3372352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3353645.000000 Penalty: 5060.521973
	Iteration 0F: 3 clusters Score -3353645 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3360138.250000 Penalty: 5060.521973
	Iteration 1F: 3 clusters Score -3360138 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3360561.250000 Penalty: 5060.521973
	Iteration 2Q: 3 clusters Score -3360561 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3360985.000000 Penalty: 5060.521973
	Iteration 3Q: 3 clusters Score -3360985 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3361454.500000 Penalty: 5060.521973
	Iteration 4Q: 3 clusters Score -3361454 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3362023.750000 Penalty: 5060.521973
	Iteration 5Q: 3 clusters Score -3362024 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3362794.250000 Penalty: 5060.521973
	Iteration 6F: 3 clusters Score -3362794 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3363885.000000 Penalty: 5060.521973
	Iteration 7F: 3 clusters Score -3363885 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3365274.750000 Penalty: 5060.521973
	Iteration 8F: 3 clusters Score -3365275 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3366748.000000 Penalty: 5060.521973
	Iteration 9F: 3 clusters Score -3366748 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3368111.750000 Penalty: 5060.521973
	Iteration 10F: 3 clusters Score -3368112 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3369045.500000 Penalty: 5060.521973
	Iteration 11Q: 3 clusters Score -3369046 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3369561.250000 Penalty: 5060.521973
	Iteration 12Q: 3 clusters Score -3369561 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3369817.250000 Penalty: 5060.521973
	Iteration 13Q: 3 clusters Score -3369817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3369961.000000 Penalty: 5060.521973
	Iteration 14Q: 3 clusters Score -3369961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3370039.000000 Penalty: 5060.521973
	Iteration 15Q: 3 clusters Score -3370039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3370081.000000 Penalty: 5060.521973
	Iteration 16Q: 3 clusters Score -3370081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3370100.750000 Penalty: 5060.521973
	Iteration 17Q: 3 clusters Score -3370101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3370116.500000 Penalty: 5060.521973
	Iteration 18Q: 3 clusters Score -3370116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3370144.000000 Penalty: 5060.521973
	Iteration 19Q: 3 clusters Score -3370144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3370160.750000 Penalty: 5060.521973
	Iteration 20F: 3 clusters Score -3370161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3370173.000000 Penalty: 5060.521973
	Iteration 21Q: 3 clusters Score -3370173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3370187.500000 Penalty: 5060.521973
	Iteration 22Q: 3 clusters Score -3370188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3370199.750000 Penalty: 5060.521973
	Iteration 23Q: 3 clusters Score -3370200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3370210.000000 Penalty: 5060.521973
	Iteration 24Q: 3 clusters Score -3370210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3370221.750000 Penalty: 5060.521973
	Iteration 25Q: 3 clusters Score -3370222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3370229.500000 Penalty: 5060.521973
	Iteration 26Q: 3 clusters Score -3370230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3370237.000000 Penalty: 5060.521973
	Iteration 27Q: 3 clusters Score -3370237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3370243.250000 Penalty: 5060.521973
	Iteration 28Q: 3 clusters Score -3370243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3370250.000000 Penalty: 5060.521973
	Iteration 29Q: 3 clusters Score -3370250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3370249.500000 Penalty: 5060.521973
	Iteration 30Q: 3 clusters Score -3370250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3370249.500000 Penalty: 5060.521973
	Iteration 31F: 3 clusters Score -3370250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -738150.687500 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -738150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -732921.062500 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -732921.1 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -734211.250000 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -734211.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -734485.375000 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -734485.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -734713.812500 Penalty: 4318.090332
	Iteration 3F: 3 clusters Score -734713.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -734873.125000 Penalty: 4318.090332
	Iteration 4Q: 3 clusters Score -734873.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -735001.250000 Penalty: 4318.090332
	Iteration 5Q: 3 clusters Score -735001.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -735116.750000 Penalty: 4318.090332
	Iteration 6Q: 3 clusters Score -735116.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -735226.437500 Penalty: 4318.090332
	Iteration 7Q: 3 clusters Score -735226.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -735323.250000 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -735323.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -735422.875000 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -735422.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -735509.687500 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -735509.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -735588.937500 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -735588.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -735675.437500 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -735675.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -735752.000000 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -735752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -735829.937500 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -735829.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -735917.562500 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -735917.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -736004.812500 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -736004.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -736107.250000 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -736107.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -736207.750000 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -736207.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -736295.812500 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -736295.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -736384.062500 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -736384.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -736455.125000 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -736455.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -736529.250000 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -736529.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -736589.750000 Penalty: 4318.090332
	Iteration 23Q: 3 clusters Score -736589.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -736656.312500 Penalty: 4318.090332
	Iteration 24Q: 3 clusters Score -736656.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -736709.125000 Penalty: 4318.090332
	Iteration 25Q: 3 clusters Score -736709.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -736752.250000 Penalty: 4318.090332
	Iteration 26Q: 3 clusters Score -736752.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -736785.500000 Penalty: 4318.090332
	Iteration 27Q: 3 clusters Score -736785.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -736828.375000 Penalty: 4318.090332
	Iteration 28Q: 3 clusters Score -736828.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -736859.562500 Penalty: 4318.090332
	Iteration 29Q: 3 clusters Score -736859.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -736882.625000 Penalty: 4318.090332
	Iteration 30Q: 3 clusters Score -736882.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -736907.687500 Penalty: 4318.090332
	Iteration 31Q: 3 clusters Score -736907.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -736923.062500 Penalty: 4318.090332
	Iteration 32Q: 3 clusters Score -736923.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -736938.125000 Penalty: 4318.090332
	Iteration 33Q: 3 clusters Score -736938.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -736953.625000 Penalty: 4318.090332
	Iteration 34Q: 3 clusters Score -736953.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -736972.312500 Penalty: 4318.090332
	Iteration 35Q: 3 clusters Score -736972.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -736986.000000 Penalty: 4318.090332
	Iteration 36Q: 3 clusters Score -736986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -737001.625000 Penalty: 4318.090332
	Iteration 37Q: 3 clusters Score -737001.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -737014.312500 Penalty: 4318.090332
	Iteration 38Q: 3 clusters Score -737014.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -737026.125000 Penalty: 4318.090332
	Iteration 39Q: 3 clusters Score -737026.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -737035.562500 Penalty: 4318.090332
	Iteration 40F: 3 clusters Score -737035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -737041.500000 Penalty: 4318.090332
	Iteration 41Q: 3 clusters Score -737041.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -737051.812500 Penalty: 4318.090332
	Iteration 42Q: 3 clusters Score -737051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -737061.687500 Penalty: 4318.090332
	Iteration 43Q: 3 clusters Score -737061.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -737070.250000 Penalty: 4318.090332
	Iteration 44Q: 3 clusters Score -737070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -737077.562500 Penalty: 4318.090332
	Iteration 45Q: 3 clusters Score -737077.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -737087.000000 Penalty: 4318.090332
	Iteration 46Q: 3 clusters Score -737087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -737097.625000 Penalty: 4318.090332
	Iteration 47Q: 3 clusters Score -737097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -737103.562500 Penalty: 4318.090332
	Iteration 48Q: 3 clusters Score -737103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -737107.562500 Penalty: 4318.090332
	Iteration 49Q: 3 clusters Score -737107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -737113.562500 Penalty: 4318.090332
	Iteration 50Q: 3 clusters Score -737113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -737118.375000 Penalty: 4318.090332
	Iteration 51Q: 3 clusters Score -737118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -737120.000000 Penalty: 4318.090332
	Iteration 52Q: 3 clusters Score -737120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -737119.500000 Penalty: 4318.090332
	Iteration 53Q: 3 clusters Score -737119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -737119.500000 Penalty: 4318.090332
	Iteration 54F: 3 clusters Score -737119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -396146.437500 Penalty: 2002.898682
	Iteration 0F: 2 clusters Score -396146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -392697.593750 Penalty: 4005.797363
	Iteration 0F: 3 clusters Score -392697.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -393408.375000 Penalty: 4005.797363
	Iteration 1F: 3 clusters Score -393408.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -393565.875000 Penalty: 4005.797363
	Iteration 2F: 3 clusters Score -393565.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393662.937500 Penalty: 4005.797363
	Iteration 3Q: 3 clusters Score -393662.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -393738.218750 Penalty: 4005.797363
	Iteration 4Q: 3 clusters Score -393738.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -393795.281250 Penalty: 4005.797363
	Iteration 5Q: 3 clusters Score -393795.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -393836.343750 Penalty: 4005.797363
	Iteration 6Q: 3 clusters Score -393836.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -393873.593750 Penalty: 4005.797363
	Iteration 7Q: 3 clusters Score -393873.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -393904.218750 Penalty: 4005.797363
	Iteration 8Q: 3 clusters Score -393904.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -393933.625000 Penalty: 4005.797363
	Iteration 9Q: 3 clusters Score -393933.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -393954.375000 Penalty: 4005.797363
	Iteration 10Q: 3 clusters Score -393954.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -393973.062500 Penalty: 4005.797363
	Iteration 11Q: 3 clusters Score -393973.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -393989.968750 Penalty: 4005.797363
	Iteration 12Q: 3 clusters Score -393990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -394012.281250 Penalty: 4005.797363
	Iteration 13Q: 3 clusters Score -394012.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -394039.906250 Penalty: 4005.797363
	Iteration 14Q: 3 clusters Score -394039.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -394060.843750 Penalty: 4005.797363
	Iteration 15Q: 3 clusters Score -394060.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -394075.343750 Penalty: 4005.797363
	Iteration 16Q: 3 clusters Score -394075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -394084.625000 Penalty: 4005.797363
	Iteration 17Q: 3 clusters Score -394084.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -394096.093750 Penalty: 4005.797363
	Iteration 18Q: 3 clusters Score -394096.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -394106.468750 Penalty: 4005.797363
	Iteration 19Q: 3 clusters Score -394106.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -394115.656250 Penalty: 4005.797363
	Iteration 20F: 3 clusters Score -394115.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -394124.031250 Penalty: 4005.797363
	Iteration 21Q: 3 clusters Score -394124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -394130.687500 Penalty: 4005.797363
	Iteration 22Q: 3 clusters Score -394130.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -394135.875000 Penalty: 4005.797363
	Iteration 23Q: 3 clusters Score -394135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -394139.781250 Penalty: 4005.797363
	Iteration 24Q: 3 clusters Score -394139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -394142.437500 Penalty: 4005.797363
	Iteration 25Q: 3 clusters Score -394142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -394145.687500 Penalty: 4005.797363
	Iteration 26Q: 3 clusters Score -394145.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -394151.031250 Penalty: 4005.797363
	Iteration 27Q: 3 clusters Score -394151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -394155.562500 Penalty: 4005.797363
	Iteration 28Q: 3 clusters Score -394155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394157.937500 Penalty: 4005.797363
	Iteration 29Q: 3 clusters Score -394157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394158.468750 Penalty: 4005.797363
	Iteration 30Q: 3 clusters Score -394158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394159.312500 Penalty: 4005.797363
	Iteration 31Q: 3 clusters Score -394159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394160.937500 Penalty: 4005.797363
	Iteration 32Q: 3 clusters Score -394160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -394162.281250 Penalty: 4005.797363
	Iteration 33Q: 3 clusters Score -394162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -394162.218750 Penalty: 4005.797363
	Iteration 34Q: 3 clusters Score -394162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -394162.406250 Penalty: 4005.797363
	Iteration 35Q: 3 clusters Score -394162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -394163.093750 Penalty: 4005.797363
	Iteration 36Q: 3 clusters Score -394163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -394163.875000 Penalty: 4005.797363
	Iteration 37Q: 3 clusters Score -394163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -394164.500000 Penalty: 4005.797363
	Iteration 38Q: 3 clusters Score -394164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394164.375000 Penalty: 4005.797363
	Iteration 39Q: 3 clusters Score -394164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394164.562500 Penalty: 4005.797363
	Iteration 40F: 3 clusters Score -394164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394165.406250 Penalty: 4005.797363
	Iteration 41Q: 3 clusters Score -394165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394168.218750 Penalty: 4005.797363
	Iteration 42Q: 3 clusters Score -394168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394172.000000 Penalty: 4005.797363
	Iteration 43Q: 3 clusters Score -394172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -394174.468750 Penalty: 4005.797363
	Iteration 44Q: 3 clusters Score -394174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -394176.625000 Penalty: 4005.797363
	Iteration 45Q: 3 clusters Score -394176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -394180.718750 Penalty: 4005.797363
	Iteration 46Q: 3 clusters Score -394180.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -394185.187500 Penalty: 4005.797363
	Iteration 47Q: 3 clusters Score -394185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -394188.250000 Penalty: 4005.797363
	Iteration 48Q: 3 clusters Score -394188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -394193.718750 Penalty: 4005.797363
	Iteration 49Q: 3 clusters Score -394193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -394198.593750 Penalty: 4005.797363
	Iteration 50Q: 3 clusters Score -394198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -394203.031250 Penalty: 4005.797363
	Iteration 51Q: 3 clusters Score -394203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -394206.625000 Penalty: 4005.797363
	Iteration 52Q: 3 clusters Score -394206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -394210.500000 Penalty: 4005.797363
	Iteration 53Q: 3 clusters Score -394210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -394213.187500 Penalty: 4005.797363
	Iteration 54Q: 3 clusters Score -394213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -394215.906250 Penalty: 4005.797363
	Iteration 55Q: 3 clusters Score -394215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394218.218750 Penalty: 4005.797363
	Iteration 56Q: 3 clusters Score -394218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -394221.125000 Penalty: 4005.797363
	Iteration 57Q: 3 clusters Score -394221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -394227.593750 Penalty: 4005.797363
	Iteration 58Q: 3 clusters Score -394227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -394232.812500 Penalty: 4005.797363
	Iteration 59Q: 3 clusters Score -394232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394235.593750 Penalty: 4005.797363
	Iteration 60F: 3 clusters Score -394235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394235.031250 Penalty: 4005.797363
	Iteration 61Q: 3 clusters Score -394235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394235.031250 Penalty: 4005.797363
	Iteration 62F: 3 clusters Score -394235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -896411.375000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -896411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -890545.625000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -890545.6 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -892197.562500 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -892197.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -892529.437500 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -892529.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -892784.750000 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -892784.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -893069.000000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -893069 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -893424.187500 Penalty: 4408.549316
	Iteration 5F: 3 clusters Score -893424.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -893749.000000 Penalty: 4408.549316
	Iteration 6F: 3 clusters Score -893749 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -894005.500000 Penalty: 4408.549316
	Iteration 7F: 3 clusters Score -894005.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -894180.437500 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -894180.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -894288.437500 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -894288.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -894357.125000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -894357.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -894397.687500 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -894397.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -894419.687500 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -894419.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -894437.500000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -894437.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -894450.437500 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -894450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -894457.500000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -894457.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -894461.625000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -894461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -894464.062500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -894464.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -894463.875000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -894463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -894467.875000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -894467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -894472.125000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -894472.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -894474.750000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -894474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -894477.625000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -894477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -894475.937500 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -894475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -894477.062500 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -894477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -894479.937500 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -894479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -894478.875000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -894478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -894480.437500 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -894480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -894481.937500 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -894481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -894481.937500 Penalty: 4408.549316
	Iteration 29F: 3 clusters Score -894481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Entering Unmasked Estep 
Score: -1163022.250000 Penalty: 2198.667236
	Iteration 0F: 2 clusters Score -1163022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1157264.875000 Penalty: 4397.334473
	Iteration 0F: 3 clusters Score -1157265 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1159300.000000 Penalty: 4397.334473
	Iteration 1F: 3 clusters Score -1159300 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1159955.000000 Penalty: 4397.334473
	Iteration 2F: 3 clusters Score -1159955 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1160539.875000 Penalty: 4397.334473
	Iteration 3F: 3 clusters Score -1160540 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1161023.500000 Penalty: 4397.334473
	Iteration 4F: 3 clusters Score -1161024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1161429.125000 Penalty: 4397.334473
	Iteration 5F: 3 clusters Score -1161429 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1161751.875000 Penalty: 4397.334473
	Iteration 6Q: 3 clusters Score -1161752 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1161994.875000 Penalty: 4397.334473
	Iteration 7Q: 3 clusters Score -1161995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1162116.500000 Penalty: 4397.334473
	Iteration 8Q: 3 clusters Score -1162116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1162212.625000 Penalty: 4397.334473
	Iteration 9Q: 3 clusters Score -1162213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1162279.500000 Penalty: 4397.334473
	Iteration 10Q: 3 clusters Score -1162280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1162354.250000 Penalty: 4397.334473
	Iteration 11Q: 3 clusters Score -1162354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1162433.250000 Penalty: 4397.334473
	Iteration 12Q: 3 clusters Score -1162433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1162507.000000 Penalty: 4397.334473
	Iteration 13Q: 3 clusters Score -1162507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1162588.000000 Penalty: 4397.334473
	Iteration 14Q: 3 clusters Score -1162588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1162681.125000 Penalty: 4397.334473
	Iteration 15Q: 3 clusters Score -1162681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1162741.875000 Penalty: 4397.334473
	Iteration 16Q: 3 clusters Score -1162742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1162797.750000 Penalty: 4397.334473
	Iteration 17Q: 3 clusters Score -1162798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1162828.250000 Penalty: 4397.334473
	Iteration 18Q: 3 clusters Score -1162828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1162851.750000 Penalty: 4397.334473
	Iteration 19Q: 3 clusters Score -1162852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1162864.250000 Penalty: 4397.334473
	Iteration 20F: 3 clusters Score -1162864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1162875.000000 Penalty: 4397.334473
	Iteration 21Q: 3 clusters Score -1162875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1162892.750000 Penalty: 4397.334473
	Iteration 22Q: 3 clusters Score -1162893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1162927.375000 Penalty: 4397.334473
	Iteration 23Q: 3 clusters Score -1162927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1162953.750000 Penalty: 4397.334473
	Iteration 24Q: 3 clusters Score -1162954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1162973.750000 Penalty: 4397.334473
	Iteration 25Q: 3 clusters Score -1162974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1162988.750000 Penalty: 4397.334473
	Iteration 26Q: 3 clusters Score -1162989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1163005.625000 Penalty: 4397.334473
	Iteration 27Q: 3 clusters Score -1163006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1163015.250000 Penalty: 4397.334473
	Iteration 28Q: 3 clusters Score -1163015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1163027.375000 Penalty: 4397.334473
	Iteration 29Q: 3 clusters Score -1163027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1163034.500000 Penalty: 4397.334473
	Iteration 30Q: 3 clusters Score -1163034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1163042.625000 Penalty: 4397.334473
	Iteration 31Q: 3 clusters Score -1163043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1163051.375000 Penalty: 4397.334473
	Iteration 32Q: 3 clusters Score -1163051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1163061.375000 Penalty: 4397.334473
	Iteration 33Q: 3 clusters Score -1163061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1163071.875000 Penalty: 4397.334473
	Iteration 34Q: 3 clusters Score -1163072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1163077.875000 Penalty: 4397.334473
	Iteration 35Q: 3 clusters Score -1163078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1163087.500000 Penalty: 4397.334473
	Iteration 36Q: 3 clusters Score -1163088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1163102.000000 Penalty: 4397.334473
	Iteration 37Q: 3 clusters Score -1163102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1163111.625000 Penalty: 4397.334473
	Iteration 38Q: 3 clusters Score -1163112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1163114.250000 Penalty: 4397.334473
	Iteration 39Q: 3 clusters Score -1163114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1163120.875000 Penalty: 4397.334473
	Iteration 40F: 3 clusters Score -1163121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1163122.750000 Penalty: 4397.334473
	Iteration 41Q: 3 clusters Score -1163123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1163129.500000 Penalty: 4397.334473
	Iteration 42Q: 3 clusters Score -1163130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1163131.000000 Penalty: 4397.334473
	Iteration 43Q: 3 clusters Score -1163131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1163133.875000 Penalty: 4397.334473
	Iteration 44Q: 3 clusters Score -1163134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1163135.625000 Penalty: 4397.334473
	Iteration 45Q: 3 clusters Score -1163136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1163137.875000 Penalty: 4397.334473
	Iteration 46Q: 3 clusters Score -1163138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1163140.250000 Penalty: 4397.334473
	Iteration 47Q: 3 clusters Score -1163140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1163142.625000 Penalty: 4397.334473
	Iteration 48Q: 3 clusters Score -1163143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1163142.625000 Penalty: 4397.334473
	Iteration 49F: 3 clusters Score -1163143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32330 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 133989 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 37469 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 240850 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 26526 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 67214 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 22428 members 
Mstep: Class 25 contains 47034 members 
Mstep: Class 26 contains 68946 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1698 members 
Mstep: Class 31 contains 3067 members 
Mstep: Class 32 contains 6668 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 35959 members 
Mstep: Class 39 contains 4495 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 6923 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 4593 members 
Mstep: Class 45 contains 4051 members 
Mstep: Class 46 contains 8042 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 5291 members 
Mstep: Class 49 contains 982 members 
Mstep: Class 50 contains 2414 members 
Mstep: Class 51 contains 8828 members 
Mstep: Class 52 contains 2178 members 
Mstep: Class 53 contains 10518 members 
Mstep: Class 54 contains 26975 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 3217 members 
Mstep: Class 57 contains 7246 members 
Mstep: Class 58 contains 6064 members 
Mstep: Class 59 contains 11926 members 
Mstep: Class 60 contains 1494 members 
Mstep: Class 61 contains 2406 members 
Mstep: Class 62 contains 11938 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 2426 members 
Mstep: Class 65 contains 13836 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2323 members 
Mstep: Class 69 contains 1584 members 
Mstep: Class 70 contains 10264 members 
Mstep: Class 71 contains 42084 members 
Mstep: Class 72 contains 2018 members 
Mstep: Class 73 contains 3114 members 
Mstep: Class 74 contains 7040 members 
Mstep: Class 75 contains 2153 members 
Mstep: Class 76 contains 2232 members 
Mstep: Class 77 contains 1020 members 
Entering Unmasked Estep 
Score: -134498784.000000 Penalty: 265868.593750
Splitting cluster 58 changes total score from -134500256.000000 to -134498784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (11926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Entering Unmasked Estep 
Score: -1482293.500000 Penalty: 2327.846191
	Iteration 0F: 2 clusters Score -1482294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1473329.125000 Penalty: 4655.692383
	Iteration 0F: 3 clusters Score -1473329 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1476003.750000 Penalty: 4655.692383
	Iteration 1F: 3 clusters Score -1476004 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1476353.125000 Penalty: 4655.692383
	Iteration 2F: 3 clusters Score -1476353 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1476641.500000 Penalty: 4655.692383
	Iteration 3Q: 3 clusters Score -1476642 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1476929.500000 Penalty: 4655.692383
	Iteration 4Q: 3 clusters Score -1476930 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1477237.750000 Penalty: 4655.692383
	Iteration 5Q: 3 clusters Score -1477238 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1477562.250000 Penalty: 4655.692383
	Iteration 6Q: 3 clusters Score -1477562 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1477930.750000 Penalty: 4655.692383
	Iteration 7Q: 3 clusters Score -1477931 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1478316.625000 Penalty: 4655.692383
	Iteration 8Q: 3 clusters Score -1478317 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1478719.250000 Penalty: 4655.692383
	Iteration 9Q: 3 clusters Score -1478719 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1479053.000000 Penalty: 4655.692383
	Iteration 10Q: 3 clusters Score -1479053 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1479335.500000 Penalty: 4655.692383
	Iteration 11Q: 3 clusters Score -1479336 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1479559.875000 Penalty: 4655.692383
	Iteration 12Q: 3 clusters Score -1479560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1479737.750000 Penalty: 4655.692383
	Iteration 13Q: 3 clusters Score -1479738 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1479852.250000 Penalty: 4655.692383
	Iteration 14Q: 3 clusters Score -1479852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1479946.250000 Penalty: 4655.692383
	Iteration 15Q: 3 clusters Score -1479946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1480005.250000 Penalty: 4655.692383
	Iteration 16Q: 3 clusters Score -1480005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1480058.375000 Penalty: 4655.692383
	Iteration 17Q: 3 clusters Score -1480058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1480095.750000 Penalty: 4655.692383
	Iteration 18Q: 3 clusters Score -1480096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1480126.500000 Penalty: 4655.692383
	Iteration 19Q: 3 clusters Score -1480126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1480148.750000 Penalty: 4655.692383
	Iteration 20F: 3 clusters Score -1480149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1480160.250000 Penalty: 4655.692383
	Iteration 21Q: 3 clusters Score -1480160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1480181.875000 Penalty: 4655.692383
	Iteration 22Q: 3 clusters Score -1480182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1480193.625000 Penalty: 4655.692383
	Iteration 23Q: 3 clusters Score -1480194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1480202.250000 Penalty: 4655.692383
	Iteration 24Q: 3 clusters Score -1480202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1480206.000000 Penalty: 4655.692383
	Iteration 25Q: 3 clusters Score -1480206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1480211.750000 Penalty: 4655.692383
	Iteration 26Q: 3 clusters Score -1480212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1480213.125000 Penalty: 4655.692383
	Iteration 27Q: 3 clusters Score -1480213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1480216.375000 Penalty: 4655.692383
	Iteration 28Q: 3 clusters Score -1480216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1480221.750000 Penalty: 4655.692383
	Iteration 29Q: 3 clusters Score -1480222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1480223.000000 Penalty: 4655.692383
	Iteration 30Q: 3 clusters Score -1480223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1480223.000000 Penalty: 4655.692383
	Iteration 31F: 3 clusters Score -1480223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -176303.921875 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -176303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174047.812500 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -174047.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174435.843750 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -174435.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174563.453125 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -174563.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174641.890625 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -174641.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174691.609375 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -174691.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174724.468750 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -174724.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -174745.921875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -174745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -174762.015625 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -174762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -174774.234375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -174774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -174784.703125 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -174784.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -174802.703125 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -174802.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -174821.843750 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -174821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -174830.984375 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -174831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174838.406250 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -174838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -174845.015625 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -174845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174854.546875 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -174854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -174865.546875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -174865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174878.296875 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -174878.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174898.843750 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -174898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174919.437500 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -174919.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174933.062500 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -174933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174938.812500 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -174938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -174944.781250 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -174944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -174947.671875 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -174947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174948.984375 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -174949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174948.984375 Penalty: 3625.369141
	Iteration 25F: 3 clusters Score -174949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -298916.406250 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -298916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296046.656250 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -296046.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -296597.687500 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -296597.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -296734.718750 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -296734.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -296802.343750 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -296802.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -296839.250000 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -296839.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296856.218750 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -296856.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -296867.531250 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -296867.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -296878.718750 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -296878.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296886.187500 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -296886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296889.750000 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -296889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296892.718750 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -296892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296894.406250 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -296894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296897.000000 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -296897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -296899.906250 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -296899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296905.625000 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -296905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296910.906250 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -296910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -296917.406250 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -296917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296920.656250 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -296920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -296922.093750 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -296922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296926.437500 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -296926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296929.031250 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -296929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -296931.593750 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -296931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -296933.656250 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -296933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -296934.625000 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -296934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -296934.500000 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -296934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -296934.500000 Penalty: 3861.717529
	Iteration 25F: 3 clusters Score -296934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1497810.750000 Penalty: 2328.095459
	Iteration 0F: 2 clusters Score -1497811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1488891.000000 Penalty: 4656.190918
	Iteration 0F: 3 clusters Score -1488891 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1491475.875000 Penalty: 4656.190918
	Iteration 1F: 3 clusters Score -1491476 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1491848.625000 Penalty: 4656.190918
	Iteration 2F: 3 clusters Score -1491849 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1492118.000000 Penalty: 4656.190918
	Iteration 3F: 3 clusters Score -1492118 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1492358.375000 Penalty: 4656.190918
	Iteration 4Q: 3 clusters Score -1492358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1492570.750000 Penalty: 4656.190918
	Iteration 5Q: 3 clusters Score -1492571 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1492760.875000 Penalty: 4656.190918
	Iteration 6Q: 3 clusters Score -1492761 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1492942.375000 Penalty: 4656.190918
	Iteration 7Q: 3 clusters Score -1492942 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1493107.125000 Penalty: 4656.190918
	Iteration 8Q: 3 clusters Score -1493107 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1493246.250000 Penalty: 4656.190918
	Iteration 9Q: 3 clusters Score -1493246 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1493363.625000 Penalty: 4656.190918
	Iteration 10Q: 3 clusters Score -1493364 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1493468.500000 Penalty: 4656.190918
	Iteration 11Q: 3 clusters Score -1493468 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1493553.000000 Penalty: 4656.190918
	Iteration 12Q: 3 clusters Score -1493553 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1493627.125000 Penalty: 4656.190918
	Iteration 13Q: 3 clusters Score -1493627 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1493686.125000 Penalty: 4656.190918
	Iteration 14Q: 3 clusters Score -1493686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1493740.625000 Penalty: 4656.190918
	Iteration 15Q: 3 clusters Score -1493741 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1493798.125000 Penalty: 4656.190918
	Iteration 16Q: 3 clusters Score -1493798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1493853.375000 Penalty: 4656.190918
	Iteration 17Q: 3 clusters Score -1493853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1493889.625000 Penalty: 4656.190918
	Iteration 18Q: 3 clusters Score -1493890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1493926.000000 Penalty: 4656.190918
	Iteration 19Q: 3 clusters Score -1493926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1493951.000000 Penalty: 4656.190918
	Iteration 20F: 3 clusters Score -1493951 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1493980.625000 Penalty: 4656.190918
	Iteration 21Q: 3 clusters Score -1493981 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1494009.250000 Penalty: 4656.190918
	Iteration 22Q: 3 clusters Score -1494009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1494029.625000 Penalty: 4656.190918
	Iteration 23Q: 3 clusters Score -1494030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1494051.375000 Penalty: 4656.190918
	Iteration 24Q: 3 clusters Score -1494051 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1494069.000000 Penalty: 4656.190918
	Iteration 25Q: 3 clusters Score -1494069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1494101.875000 Penalty: 4656.190918
	Iteration 26Q: 3 clusters Score -1494102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1494133.625000 Penalty: 4656.190918
	Iteration 27Q: 3 clusters Score -1494134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1494170.375000 Penalty: 4656.190918
	Iteration 28Q: 3 clusters Score -1494170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1494224.375000 Penalty: 4656.190918
	Iteration 29Q: 3 clusters Score -1494224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1494277.500000 Penalty: 4656.190918
	Iteration 30Q: 3 clusters Score -1494278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1494337.125000 Penalty: 4656.190918
	Iteration 31Q: 3 clusters Score -1494337 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1494417.875000 Penalty: 4656.190918
	Iteration 32Q: 3 clusters Score -1494418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1494496.125000 Penalty: 4656.190918
	Iteration 33Q: 3 clusters Score -1494496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1494590.125000 Penalty: 4656.190918
	Iteration 34Q: 3 clusters Score -1494590 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1494713.875000 Penalty: 4656.190918
	Iteration 35Q: 3 clusters Score -1494714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1494829.375000 Penalty: 4656.190918
	Iteration 36Q: 3 clusters Score -1494829 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1494946.875000 Penalty: 4656.190918
	Iteration 37Q: 3 clusters Score -1494947 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1495085.125000 Penalty: 4656.190918
	Iteration 38Q: 3 clusters Score -1495085 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1495211.500000 Penalty: 4656.190918
	Iteration 39Q: 3 clusters Score -1495212 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1495356.375000 Penalty: 4656.190918
	Iteration 40F: 3 clusters Score -1495356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1495480.625000 Penalty: 4656.190918
	Iteration 41Q: 3 clusters Score -1495481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1495621.375000 Penalty: 4656.190918
	Iteration 42Q: 3 clusters Score -1495621 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1495735.500000 Penalty: 4656.190918
	Iteration 43Q: 3 clusters Score -1495736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1495833.375000 Penalty: 4656.190918
	Iteration 44Q: 3 clusters Score -1495833 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1495919.500000 Penalty: 4656.190918
	Iteration 45Q: 3 clusters Score -1495920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1496010.875000 Penalty: 4656.190918
	Iteration 46Q: 3 clusters Score -1496011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1496083.750000 Penalty: 4656.190918
	Iteration 47Q: 3 clusters Score -1496084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1496134.125000 Penalty: 4656.190918
	Iteration 48Q: 3 clusters Score -1496134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1496167.875000 Penalty: 4656.190918
	Iteration 49Q: 3 clusters Score -1496168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1496187.375000 Penalty: 4656.190918
	Iteration 50Q: 3 clusters Score -1496187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1496195.625000 Penalty: 4656.190918
	Iteration 51Q: 3 clusters Score -1496196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1496201.250000 Penalty: 4656.190918
	Iteration 52Q: 3 clusters Score -1496201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1496206.875000 Penalty: 4656.190918
	Iteration 53Q: 3 clusters Score -1496207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1496213.125000 Penalty: 4656.190918
	Iteration 54Q: 3 clusters Score -1496213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1496221.625000 Penalty: 4656.190918
	Iteration 55Q: 3 clusters Score -1496222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1496229.000000 Penalty: 4656.190918
	Iteration 56Q: 3 clusters Score -1496229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1496236.125000 Penalty: 4656.190918
	Iteration 57Q: 3 clusters Score -1496236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1496239.750000 Penalty: 4656.190918
	Iteration 58Q: 3 clusters Score -1496240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1496242.250000 Penalty: 4656.190918
	Iteration 59Q: 3 clusters Score -1496242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1496247.375000 Penalty: 4656.190918
	Iteration 60F: 3 clusters Score -1496247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1496248.875000 Penalty: 4656.190918
	Iteration 61Q: 3 clusters Score -1496249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1496251.250000 Penalty: 4656.190918
	Iteration 62Q: 3 clusters Score -1496251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1496254.625000 Penalty: 4656.190918
	Iteration 63Q: 3 clusters Score -1496255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1496253.625000 Penalty: 4656.190918
	Iteration 64Q: 3 clusters Score -1496254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1496255.625000 Penalty: 4656.190918
	Iteration 65Q: 3 clusters Score -1496256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1496259.250000 Penalty: 4656.190918
	Iteration 66Q: 3 clusters Score -1496259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1496258.500000 Penalty: 4656.190918
	Iteration 67Q: 3 clusters Score -1496258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1496261.250000 Penalty: 4656.190918
	Iteration 68Q: 3 clusters Score -1496261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1496263.750000 Penalty: 4656.190918
	Iteration 69Q: 3 clusters Score -1496264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1496265.125000 Penalty: 4656.190918
	Iteration 70Q: 3 clusters Score -1496265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1496265.750000 Penalty: 4656.190918
	Iteration 71Q: 3 clusters Score -1496266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1496268.000000 Penalty: 4656.190918
	Iteration 72Q: 3 clusters Score -1496268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1496268.000000 Penalty: 4656.190918
	Iteration 73F: 3 clusters Score -1496268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -36059.609375 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -36059.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34761.988281 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -34761.99 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35177.816406 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -35177.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35469.320312 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -35469.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35615.312500 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -35615.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35691.808594 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -35691.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35734.566406 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -35734.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35743.832031 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -35743.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35784.261719 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -35784.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35902.203125 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -35902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35940.765625 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -35940.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35945.359375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -35945.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35945.359375 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -35945.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -292173.156250 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -292173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289278.062500 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -289278.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289823.875000 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -289823.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289979.281250 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -289979.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -290094.437500 Penalty: 3865.823486
	Iteration 3Q: 3 clusters Score -290094.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290197.156250 Penalty: 3865.823486
	Iteration 4Q: 3 clusters Score -290197.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290298.312500 Penalty: 3865.823486
	Iteration 5Q: 3 clusters Score -290298.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290420.250000 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -290420.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290531.156250 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -290531.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -290630.937500 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -290630.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -290724.062500 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -290724.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -290790.750000 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -290790.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -290854.156250 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -290854.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -290901.406250 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -290901.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -290945.593750 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -290945.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -290984.843750 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -290984.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291012.156250 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -291012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -291032.218750 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -291032.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -291052.687500 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -291052.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -291069.218750 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -291069.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -291088.406250 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -291088.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291121.906250 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -291121.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -291170.937500 Penalty: 3865.823486
	Iteration 21Q: 3 clusters Score -291170.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -291204.093750 Penalty: 3865.823486
	Iteration 22Q: 3 clusters Score -291204.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291222.656250 Penalty: 3865.823486
	Iteration 23Q: 3 clusters Score -291222.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291237.437500 Penalty: 3865.823486
	Iteration 24Q: 3 clusters Score -291237.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -291249.906250 Penalty: 3865.823486
	Iteration 25Q: 3 clusters Score -291249.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -291268.812500 Penalty: 3865.823486
	Iteration 26Q: 3 clusters Score -291268.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291284.625000 Penalty: 3865.823486
	Iteration 27Q: 3 clusters Score -291284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291291.687500 Penalty: 3865.823486
	Iteration 28Q: 3 clusters Score -291291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291298.593750 Penalty: 3865.823486
	Iteration 29Q: 3 clusters Score -291298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291305.968750 Penalty: 3865.823486
	Iteration 30Q: 3 clusters Score -291306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291308.875000 Penalty: 3865.823486
	Iteration 31Q: 3 clusters Score -291308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291309.937500 Penalty: 3865.823486
	Iteration 32Q: 3 clusters Score -291309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291309.937500 Penalty: 3865.823486
	Iteration 33F: 3 clusters Score -291309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1692049.375000 Penalty: 2364.687256
	Iteration 0F: 2 clusters Score -1692049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1681953.750000 Penalty: 4729.374512
	Iteration 0F: 3 clusters Score -1681954 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1685372.125000 Penalty: 4729.374512
	Iteration 1F: 3 clusters Score -1685372 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1686037.375000 Penalty: 4729.374512
	Iteration 2F: 3 clusters Score -1686037 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1686601.750000 Penalty: 4729.374512
	Iteration 3F: 3 clusters Score -1686602 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1687130.750000 Penalty: 4729.374512
	Iteration 4F: 3 clusters Score -1687131 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1687584.250000 Penalty: 4729.374512
	Iteration 5F: 3 clusters Score -1687584 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1687914.375000 Penalty: 4729.374512
	Iteration 6Q: 3 clusters Score -1687914 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1688225.125000 Penalty: 4729.374512
	Iteration 7Q: 3 clusters Score -1688225 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1688511.125000 Penalty: 4729.374512
	Iteration 8Q: 3 clusters Score -1688511 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1688790.625000 Penalty: 4729.374512
	Iteration 9Q: 3 clusters Score -1688791 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1689049.875000 Penalty: 4729.374512
	Iteration 10Q: 3 clusters Score -1689050 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1689334.875000 Penalty: 4729.374512
	Iteration 11Q: 3 clusters Score -1689335 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1689639.250000 Penalty: 4729.374512
	Iteration 12Q: 3 clusters Score -1689639 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1689934.875000 Penalty: 4729.374512
	Iteration 13Q: 3 clusters Score -1689935 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1690196.375000 Penalty: 4729.374512
	Iteration 14Q: 3 clusters Score -1690196 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1690447.750000 Penalty: 4729.374512
	Iteration 15Q: 3 clusters Score -1690448 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1690640.500000 Penalty: 4729.374512
	Iteration 16Q: 3 clusters Score -1690640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1690772.000000 Penalty: 4729.374512
	Iteration 17Q: 3 clusters Score -1690772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1690834.125000 Penalty: 4729.374512
	Iteration 18Q: 3 clusters Score -1690834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1690873.000000 Penalty: 4729.374512
	Iteration 19Q: 3 clusters Score -1690873 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1690891.625000 Penalty: 4729.374512
	Iteration 20F: 3 clusters Score -1690892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1690917.750000 Penalty: 4729.374512
	Iteration 21Q: 3 clusters Score -1690918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1690920.000000 Penalty: 4729.374512
	Iteration 22Q: 3 clusters Score -1690920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1690940.500000 Penalty: 4729.374512
	Iteration 23Q: 3 clusters Score -1690940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1690942.500000 Penalty: 4729.374512
	Iteration 24Q: 3 clusters Score -1690942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1690957.375000 Penalty: 4729.374512
	Iteration 25Q: 3 clusters Score -1690957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1690967.750000 Penalty: 4729.374512
	Iteration 26Q: 3 clusters Score -1690968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1690974.875000 Penalty: 4729.374512
	Iteration 27Q: 3 clusters Score -1690975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1690976.625000 Penalty: 4729.374512
	Iteration 28Q: 3 clusters Score -1690977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1690992.250000 Penalty: 4729.374512
	Iteration 29Q: 3 clusters Score -1690992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1690998.250000 Penalty: 4729.374512
	Iteration 30Q: 3 clusters Score -1690998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1691004.500000 Penalty: 4729.374512
	Iteration 31Q: 3 clusters Score -1691004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1691008.375000 Penalty: 4729.374512
	Iteration 32Q: 3 clusters Score -1691008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1691014.250000 Penalty: 4729.374512
	Iteration 33Q: 3 clusters Score -1691014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1691023.375000 Penalty: 4729.374512
	Iteration 34Q: 3 clusters Score -1691023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1691035.625000 Penalty: 4729.374512
	Iteration 35Q: 3 clusters Score -1691036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1691042.625000 Penalty: 4729.374512
	Iteration 36Q: 3 clusters Score -1691043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1691044.125000 Penalty: 4729.374512
	Iteration 37Q: 3 clusters Score -1691044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1691052.875000 Penalty: 4729.374512
	Iteration 38Q: 3 clusters Score -1691053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1691054.750000 Penalty: 4729.374512
	Iteration 39Q: 3 clusters Score -1691055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1691057.625000 Penalty: 4729.374512
	Iteration 40F: 3 clusters Score -1691058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1691066.875000 Penalty: 4729.374512
	Iteration 41Q: 3 clusters Score -1691067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1691079.750000 Penalty: 4729.374512
	Iteration 42Q: 3 clusters Score -1691080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1691079.250000 Penalty: 4729.374512
	Iteration 43Q: 3 clusters Score -1691079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1691079.500000 Penalty: 4729.374512
	Iteration 44Q: 3 clusters Score -1691080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1691080.125000 Penalty: 4729.374512
	Iteration 45Q: 3 clusters Score -1691080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1691082.875000 Penalty: 4729.374512
	Iteration 46Q: 3 clusters Score -1691083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1691083.375000 Penalty: 4729.374512
	Iteration 47Q: 3 clusters Score -1691083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1691081.500000 Penalty: 4729.374512
	Iteration 48Q: 3 clusters Score -1691082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1691082.375000 Penalty: 4729.374512
	Iteration 49Q: 3 clusters Score -1691082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1691080.625000 Penalty: 4729.374512
	Iteration 50Q: 3 clusters Score -1691081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1691082.625000 Penalty: 4729.374512
	Iteration 51Q: 3 clusters Score -1691083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1691085.125000 Penalty: 4729.374512
	Iteration 52Q: 3 clusters Score -1691085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1691086.875000 Penalty: 4729.374512
	Iteration 53Q: 3 clusters Score -1691087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1691085.125000 Penalty: 4729.374512
	Iteration 54Q: 3 clusters Score -1691085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1691086.750000 Penalty: 4729.374512
	Iteration 55Q: 3 clusters Score -1691087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1691089.125000 Penalty: 4729.374512
	Iteration 56Q: 3 clusters Score -1691089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1691086.750000 Penalty: 4729.374512
	Iteration 57Q: 3 clusters Score -1691087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1691086.750000 Penalty: 4729.374512
	Iteration 58F: 3 clusters Score -1691087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -69549.890625 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -69549.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68120.171875 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -68120.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68396.046875 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -68396.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68614.328125 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -68614.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68726.382812 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -68726.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68780.992188 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -68780.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68822.976562 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -68822.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68891.812500 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -68891.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68961.921875 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -68961.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69063.828125 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -69063.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69121.976562 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -69121.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69157.875000 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -69157.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69193.757812 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -69193.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69202.601562 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -69202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -69211.585938 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -69211.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69217.304688 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -69217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69219.335938 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -69219.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69231.179688 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -69231.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69248.031250 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -69248.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69269.398438 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -69269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69303.242188 Penalty: 3024.645020
	Iteration 19Q: 3 clusters Score -69303.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69344.406250 Penalty: 3024.645020
	Iteration 20F: 3 clusters Score -69344.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69401.210938 Penalty: 3024.645020
	Iteration 21Q: 3 clusters Score -69401.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69438.937500 Penalty: 3024.645020
	Iteration 22Q: 3 clusters Score -69438.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69444.835938 Penalty: 3024.645020
	Iteration 23Q: 3 clusters Score -69444.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69444.835938 Penalty: 3024.645020
	Iteration 24F: 3 clusters Score -69444.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -50920.554688 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -50920.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49720.292969 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -49720.29 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49968.128906 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -49968.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50032.386719 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -50032.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50047.910156 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -50047.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50059.726562 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -50059.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50068.359375 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -50068.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50075.824219 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -50075.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50078.625000 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -50078.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50079.562500 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -50079.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50084.300781 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -50084.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50084.300781 Penalty: 2994.783936
	Iteration 10F: 3 clusters Score -50084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -378773.187500 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -378773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -375944.718750 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -375944.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -376656.468750 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -376656.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -377090.656250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -377090.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -377360.531250 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -377360.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -377548.843750 Penalty: 3844.304932
	Iteration 4F: 3 clusters Score -377548.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -377758.250000 Penalty: 3844.304932
	Iteration 5F: 3 clusters Score -377758.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -377944.812500 Penalty: 3844.304932
	Iteration 6F: 3 clusters Score -377944.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -378115.437500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -378115.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -378194.562500 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -378194.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -378252.843750 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -378252.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -378283.593750 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -378283.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -378305.343750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -378305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -378315.312500 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -378315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -378317.687500 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -378317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -378317.906250 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -378317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -378318.812500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -378318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -378318.812500 Penalty: 3844.304932
	Iteration 16F: 3 clusters Score -378318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -252387.984375 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -252388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -250033.000000 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -250033 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250710.609375 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -250710.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -251091.468750 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -251091.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -251315.796875 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -251315.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251473.578125 Penalty: 3654.383545
	Iteration 4F: 3 clusters Score -251473.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -251569.609375 Penalty: 3654.383545
	Iteration 5Q: 3 clusters Score -251569.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -251642.890625 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -251642.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -251710.703125 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -251710.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -251770.250000 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -251770.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -251839.109375 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -251839.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -251894.609375 Penalty: 3654.383545
	Iteration 10Q: 3 clusters Score -251894.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -251931.359375 Penalty: 3654.383545
	Iteration 11Q: 3 clusters Score -251931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -251962.828125 Penalty: 3654.383545
	Iteration 12Q: 3 clusters Score -251962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -251982.921875 Penalty: 3654.383545
	Iteration 13Q: 3 clusters Score -251982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -251996.187500 Penalty: 3654.383545
	Iteration 14Q: 3 clusters Score -251996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -252007.093750 Penalty: 3654.383545
	Iteration 15Q: 3 clusters Score -252007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -252028.000000 Penalty: 3654.383545
	Iteration 16Q: 3 clusters Score -252028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -252042.781250 Penalty: 3654.383545
	Iteration 17Q: 3 clusters Score -252042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -252048.531250 Penalty: 3654.383545
	Iteration 18Q: 3 clusters Score -252048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -252054.203125 Penalty: 3654.383545
	Iteration 19Q: 3 clusters Score -252054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -252057.046875 Penalty: 3654.383545
	Iteration 20F: 3 clusters Score -252057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -252061.203125 Penalty: 3654.383545
	Iteration 21Q: 3 clusters Score -252061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -252061.203125 Penalty: 3654.383545
	Iteration 22F: 3 clusters Score -252061.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (10264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Entering Unmasked Estep 
Score: -1260145.750000 Penalty: 2290.626709
	Iteration 0F: 2 clusters Score -1260146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1252292.125000 Penalty: 4581.253418
	Iteration 0F: 3 clusters Score -1252292 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1254480.000000 Penalty: 4581.253418
	Iteration 1F: 3 clusters Score -1254480 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1254755.125000 Penalty: 4581.253418
	Iteration 2F: 3 clusters Score -1254755 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1254963.000000 Penalty: 4581.253418
	Iteration 3Q: 3 clusters Score -1254963 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1255139.875000 Penalty: 4581.253418
	Iteration 4Q: 3 clusters Score -1255140 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1255285.750000 Penalty: 4581.253418
	Iteration 5Q: 3 clusters Score -1255286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1255416.625000 Penalty: 4581.253418
	Iteration 6Q: 3 clusters Score -1255417 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1255553.125000 Penalty: 4581.253418
	Iteration 7Q: 3 clusters Score -1255553 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1255718.625000 Penalty: 4581.253418
	Iteration 8Q: 3 clusters Score -1255719 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1255895.875000 Penalty: 4581.253418
	Iteration 9Q: 3 clusters Score -1255896 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1256078.500000 Penalty: 4581.253418
	Iteration 10Q: 3 clusters Score -1256078 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1256284.125000 Penalty: 4581.253418
	Iteration 11Q: 3 clusters Score -1256284 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1256517.375000 Penalty: 4581.253418
	Iteration 12Q: 3 clusters Score -1256517 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1256763.250000 Penalty: 4581.253418
	Iteration 13Q: 3 clusters Score -1256763 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1257020.250000 Penalty: 4581.253418
	Iteration 14Q: 3 clusters Score -1257020 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1257327.875000 Penalty: 4581.253418
	Iteration 15Q: 3 clusters Score -1257328 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1257598.625000 Penalty: 4581.253418
	Iteration 16Q: 3 clusters Score -1257599 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1257818.000000 Penalty: 4581.253418
	Iteration 17Q: 3 clusters Score -1257818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1257974.125000 Penalty: 4581.253418
	Iteration 18Q: 3 clusters Score -1257974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1258079.125000 Penalty: 4581.253418
	Iteration 19Q: 3 clusters Score -1258079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1258146.500000 Penalty: 4581.253418
	Iteration 20F: 3 clusters Score -1258146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1258192.500000 Penalty: 4581.253418
	Iteration 21Q: 3 clusters Score -1258192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1258242.875000 Penalty: 4581.253418
	Iteration 22Q: 3 clusters Score -1258243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1258284.875000 Penalty: 4581.253418
	Iteration 23Q: 3 clusters Score -1258285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1258315.750000 Penalty: 4581.253418
	Iteration 24Q: 3 clusters Score -1258316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1258331.750000 Penalty: 4581.253418
	Iteration 25Q: 3 clusters Score -1258332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1258343.250000 Penalty: 4581.253418
	Iteration 26Q: 3 clusters Score -1258343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1258355.000000 Penalty: 4581.253418
	Iteration 27Q: 3 clusters Score -1258355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1258363.875000 Penalty: 4581.253418
	Iteration 28Q: 3 clusters Score -1258364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1258370.375000 Penalty: 4581.253418
	Iteration 29Q: 3 clusters Score -1258370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1258378.000000 Penalty: 4581.253418
	Iteration 30Q: 3 clusters Score -1258378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1258387.875000 Penalty: 4581.253418
	Iteration 31Q: 3 clusters Score -1258388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1258393.000000 Penalty: 4581.253418
	Iteration 32Q: 3 clusters Score -1258393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1258394.875000 Penalty: 4581.253418
	Iteration 33Q: 3 clusters Score -1258395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1258394.875000 Penalty: 4581.253418
	Iteration 34Q: 3 clusters Score -1258395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1258394.875000 Penalty: 4581.253418
	Iteration 35F: 3 clusters Score -1258395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (42084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Entering Unmasked Estep 
Score: -5281259.000000 Penalty: 2640.560791
	Iteration 0F: 2 clusters Score -5281259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5252877.000000 Penalty: 5281.121582
	Iteration 0F: 3 clusters Score -5252877 nChanged 19227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5263818.500000 Penalty: 5281.121582
	Iteration 1F: 3 clusters Score -5263818 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5264502.000000 Penalty: 5281.121582
	Iteration 2Q: 3 clusters Score -5264502 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5265232.500000 Penalty: 5281.121582
	Iteration 3Q: 3 clusters Score -5265232 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -5266078.500000 Penalty: 5281.121582
	Iteration 4Q: 3 clusters Score -5266078 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5267101.000000 Penalty: 5281.121582
	Iteration 5Q: 3 clusters Score -5267101 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5268524.000000 Penalty: 5281.121582
	Iteration 6F: 3 clusters Score -5268524 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -5270321.000000 Penalty: 5281.121582
	Iteration 7F: 3 clusters Score -5270321 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5272365.000000 Penalty: 5281.121582
	Iteration 8F: 3 clusters Score -5272365 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5274267.000000 Penalty: 5281.121582
	Iteration 9F: 3 clusters Score -5274267 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5275693.500000 Penalty: 5281.121582
	Iteration 10Q: 3 clusters Score -5275694 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5276726.000000 Penalty: 5281.121582
	Iteration 11Q: 3 clusters Score -5276726 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5277462.500000 Penalty: 5281.121582
	Iteration 12Q: 3 clusters Score -5277462 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5277939.500000 Penalty: 5281.121582
	Iteration 13Q: 3 clusters Score -5277940 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5278260.500000 Penalty: 5281.121582
	Iteration 14Q: 3 clusters Score -5278260 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5278480.000000 Penalty: 5281.121582
	Iteration 15Q: 3 clusters Score -5278480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5278622.000000 Penalty: 5281.121582
	Iteration 16Q: 3 clusters Score -5278622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5278703.500000 Penalty: 5281.121582
	Iteration 17Q: 3 clusters Score -5278704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5278788.500000 Penalty: 5281.121582
	Iteration 18Q: 3 clusters Score -5278788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5278828.500000 Penalty: 5281.121582
	Iteration 19Q: 3 clusters Score -5278828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5278874.500000 Penalty: 5281.121582
	Iteration 20F: 3 clusters Score -5278874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5278904.500000 Penalty: 5281.121582
	Iteration 21Q: 3 clusters Score -5278904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5278921.500000 Penalty: 5281.121582
	Iteration 22Q: 3 clusters Score -5278922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5278945.000000 Penalty: 5281.121582
	Iteration 23Q: 3 clusters Score -5278945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5278967.500000 Penalty: 5281.121582
	Iteration 24Q: 3 clusters Score -5278968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5278989.000000 Penalty: 5281.121582
	Iteration 25Q: 3 clusters Score -5278989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5278991.000000 Penalty: 5281.121582
	Iteration 26Q: 3 clusters Score -5278991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5279007.500000 Penalty: 5281.121582
	Iteration 27Q: 3 clusters Score -5279008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5279015.000000 Penalty: 5281.121582
	Iteration 28Q: 3 clusters Score -5279015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5279026.500000 Penalty: 5281.121582
	Iteration 29Q: 3 clusters Score -5279026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5279031.000000 Penalty: 5281.121582
	Iteration 30Q: 3 clusters Score -5279031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5279039.500000 Penalty: 5281.121582
	Iteration 31Q: 3 clusters Score -5279040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5279043.500000 Penalty: 5281.121582
	Iteration 32Q: 3 clusters Score -5279044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5279052.500000 Penalty: 5281.121582
	Iteration 33Q: 3 clusters Score -5279052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5279054.000000 Penalty: 5281.121582
	Iteration 34Q: 3 clusters Score -5279054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5279059.000000 Penalty: 5281.121582
	Iteration 35Q: 3 clusters Score -5279059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5279064.000000 Penalty: 5281.121582
	Iteration 36Q: 3 clusters Score -5279064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5279067.500000 Penalty: 5281.121582
	Iteration 37Q: 3 clusters Score -5279068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5279064.500000 Penalty: 5281.121582
	Iteration 38Q: 3 clusters Score -5279064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5279067.500000 Penalty: 5281.121582
	Iteration 39Q: 3 clusters Score -5279068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5279067.500000 Penalty: 5281.121582
	Iteration 40F: 3 clusters Score -5279068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -241501.375000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -241501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238898.421875 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -238898.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -239374.093750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -239374.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239546.109375 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -239546.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -239626.687500 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -239626.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239673.796875 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -239673.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -239711.890625 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -239711.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -239738.437500 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -239738.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -239765.390625 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -239765.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -239794.828125 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -239794.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -239824.625000 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -239824.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -239870.625000 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -239870.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -239924.234375 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -239924.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239965.078125 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -239965.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -240006.234375 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -240006.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -240048.218750 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -240048.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -240090.937500 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -240090.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240155.140625 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -240155.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240249.046875 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -240249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -240330.187500 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -240330.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -240437.343750 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -240437.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -240545.031250 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -240545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240673.125000 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -240673.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -240765.859375 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -240765.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -240838.187500 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -240838.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240871.265625 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -240871.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -240891.046875 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -240891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -240908.343750 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -240908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -240920.421875 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -240920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -240935.562500 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -240935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -240949.656250 Penalty: 3774.491699
	Iteration 29Q: 3 clusters Score -240949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -240962.546875 Penalty: 3774.491699
	Iteration 30Q: 3 clusters Score -240962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240984.703125 Penalty: 3774.491699
	Iteration 31Q: 3 clusters Score -240984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -240996.281250 Penalty: 3774.491699
	Iteration 32Q: 3 clusters Score -240996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241009.500000 Penalty: 3774.491699
	Iteration 33Q: 3 clusters Score -241009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241025.171875 Penalty: 3774.491699
	Iteration 34Q: 3 clusters Score -241025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241036.734375 Penalty: 3774.491699
	Iteration 35Q: 3 clusters Score -241036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241065.125000 Penalty: 3774.491699
	Iteration 36Q: 3 clusters Score -241065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -241075.687500 Penalty: 3774.491699
	Iteration 37Q: 3 clusters Score -241075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -241080.656250 Penalty: 3774.491699
	Iteration 38Q: 3 clusters Score -241080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -241093.390625 Penalty: 3774.491699
	Iteration 39F: 3 clusters Score -241093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -241099.562500 Penalty: 3774.491699
	Iteration 40F: 3 clusters Score -241099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241103.812500 Penalty: 3774.491699
	Iteration 41Q: 3 clusters Score -241103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241105.453125 Penalty: 3774.491699
	Iteration 42Q: 3 clusters Score -241105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241105.453125 Penalty: 3774.491699
	Iteration 43F: 3 clusters Score -241105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -380887.562500 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -380887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -377524.625000 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -377524.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -378217.250000 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -378217.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -378370.187500 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -378370.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -378468.625000 Penalty: 3989.656738
	Iteration 3Q: 3 clusters Score -378468.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -378538.687500 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -378538.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -378601.312500 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -378601.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -378657.031250 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -378657 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -378713.781250 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -378713.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -378775.812500 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -378775.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -378844.062500 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -378844.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -378912.750000 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -378912.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -378975.500000 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -378975.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -379031.500000 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -379031.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -379077.468750 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -379077.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379119.312500 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -379119.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -379152.562500 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -379152.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -379189.031250 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -379189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -379211.843750 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -379211.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -379230.750000 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -379230.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -379245.906250 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -379245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -379259.937500 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -379259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -379270.187500 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -379270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -379280.562500 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -379280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379286.062500 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -379286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379288.000000 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -379288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -379290.656250 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -379290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379291.375000 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -379291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379291.375000 Penalty: 3989.656738
	Iteration 27F: 3 clusters Score -379291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -852833.125000 Penalty: 2197.122070
	Iteration 0F: 2 clusters Score -852833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -847000.062500 Penalty: 4394.244141
	Iteration 0F: 3 clusters Score -847000.1 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -848670.187500 Penalty: 4394.244141
	Iteration 1F: 3 clusters Score -848670.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -849077.687500 Penalty: 4394.244141
	Iteration 2F: 3 clusters Score -849077.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -849435.125000 Penalty: 4394.244141
	Iteration 3F: 3 clusters Score -849435.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -849826.687500 Penalty: 4394.244141
	Iteration 4F: 3 clusters Score -849826.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -850215.750000 Penalty: 4394.244141
	Iteration 5F: 3 clusters Score -850215.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -850509.562500 Penalty: 4394.244141
	Iteration 6F: 3 clusters Score -850509.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -850741.687500 Penalty: 4394.244141
	Iteration 7Q: 3 clusters Score -850741.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -850890.187500 Penalty: 4394.244141
	Iteration 8Q: 3 clusters Score -850890.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -850989.937500 Penalty: 4394.244141
	Iteration 9Q: 3 clusters Score -850989.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -851070.687500 Penalty: 4394.244141
	Iteration 10Q: 3 clusters Score -851070.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -851128.000000 Penalty: 4394.244141
	Iteration 11Q: 3 clusters Score -851128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -851165.312500 Penalty: 4394.244141
	Iteration 12Q: 3 clusters Score -851165.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -851192.000000 Penalty: 4394.244141
	Iteration 13Q: 3 clusters Score -851192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -851203.250000 Penalty: 4394.244141
	Iteration 14Q: 3 clusters Score -851203.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -851212.812500 Penalty: 4394.244141
	Iteration 15Q: 3 clusters Score -851212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -851216.062500 Penalty: 4394.244141
	Iteration 16Q: 3 clusters Score -851216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -851218.375000 Penalty: 4394.244141
	Iteration 17Q: 3 clusters Score -851218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -851219.312500 Penalty: 4394.244141
	Iteration 18Q: 3 clusters Score -851219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -851221.750000 Penalty: 4394.244141
	Iteration 19Q: 3 clusters Score -851221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -851224.187500 Penalty: 4394.244141
	Iteration 20F: 3 clusters Score -851224.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -851226.625000 Penalty: 4394.244141
	Iteration 21Q: 3 clusters Score -851226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -851227.562500 Penalty: 4394.244141
	Iteration 22Q: 3 clusters Score -851227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -851227.562500 Penalty: 4394.244141
	Iteration 23F: 3 clusters Score -851227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -350250.375000 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -350250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -347518.406250 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -347518.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348066.906250 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -348066.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -348327.125000 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -348327.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -348517.593750 Penalty: 3806.610107
	Iteration 3F: 3 clusters Score -348517.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -348666.125000 Penalty: 3806.610107
	Iteration 4F: 3 clusters Score -348666.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -348792.250000 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -348792.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -348898.687500 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -348898.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -348990.218750 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -348990.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -349111.937500 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -349111.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -349203.375000 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -349203.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349248.281250 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -349248.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349274.437500 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -349274.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -349287.750000 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -349287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -349295.000000 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -349295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -349302.906250 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -349302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349306.968750 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -349307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -349309.812500 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -349309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349311.125000 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -349311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -349313.343750 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -349313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -349313.343750 Penalty: 3806.610107
	Iteration 19F: 3 clusters Score -349313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -271204.000000 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -271204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268405.187500 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -268405.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268974.406250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -268974.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269197.093750 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -269197.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269370.625000 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -269370.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -269534.843750 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -269534.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -269655.812500 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -269655.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -269748.218750 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -269748.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -269847.406250 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -269847.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269934.687500 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -269934.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -270009.187500 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -270009.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270061.625000 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -270061.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -270104.656250 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -270104.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -270143.406250 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -270143.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -270182.125000 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -270182.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -270216.062500 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -270216.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -270244.312500 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -270244.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -270267.718750 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -270267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -270282.406250 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -270282.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -270292.906250 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -270292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -270300.312500 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -270300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -270309.375000 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -270309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -270311.031250 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -270311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -270311.781250 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -270311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -270312.562500 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -270312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -270313.062500 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -270313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -270313.562500 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -270313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -270314.375000 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -270314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -270314.468750 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -270314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -270314.468750 Penalty: 3824.484131
	Iteration 28F: 3 clusters Score -270314.5 nChanged 0
22->77 Clusters: Score -134500256.000000, best is -134501248.000000

Starting from 23 clusters...
--- Clustering full data set of 1113186 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 50692 members 
Mstep: Class 3 contains 50981 members 
Mstep: Class 4 contains 50361 members 
Mstep: Class 5 contains 50614 members 
Mstep: Class 6 contains 50738 members 
Mstep: Class 7 contains 50838 members 
Mstep: Class 8 contains 50402 members 
Mstep: Class 9 contains 50502 members 
Mstep: Class 10 contains 50492 members 
Mstep: Class 11 contains 50619 members 
Mstep: Class 12 contains 50834 members 
Mstep: Class 13 contains 50661 members 
Mstep: Class 14 contains 50433 members 
Mstep: Class 15 contains 50817 members 
Mstep: Class 16 contains 50436 members 
Mstep: Class 17 contains 50397 members 
Mstep: Class 18 contains 50346 members 
Mstep: Class 19 contains 50496 members 
Mstep: Class 20 contains 50806 members 
Mstep: Class 21 contains 50315 members 
Mstep: Class 22 contains 50931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 630.394226 but Gain 3452.835938
Score: -125400320.000000 Penalty: 72509.617188
Iteration 0F: 22 clusters Score -1.254003e+08 nChanged 1060849
Entering Unmasked Mstep 
Mstep: Class 0 contains 2418 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 131857 members 
Mstep: Class 3 contains 45880 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 14560 members 
Mstep: Class 7 contains 43102 members 
Mstep: Class 8 contains 37502 members 
Mstep: Class 9 contains 45051 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 111030 members 
Mstep: Class 12 contains 48721 members 
Mstep: Class 13 contains 90766 members 
Mstep: Class 14 contains 110803 members 
Mstep: Class 15 contains 67595 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 77853 members 
Mstep: Class 19 contains 31899 members 
Mstep: Class 20 contains 55151 members 
Mstep: Class 21 contains 47182 members 
Mstep: Class 22 contains 58148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130188184.000000 Penalty: 72509.617188
Iteration 1F: 22 clusters Score -1.301882e+08 nChanged 540848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 250131 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 14574 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 37780 members 
Mstep: Class 8 contains 24603 members 
Mstep: Class 9 contains 35437 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 163588 members 
Mstep: Class 12 contains 39834 members 
Mstep: Class 13 contains 77549 members 
Mstep: Class 14 contains 117805 members 
Mstep: Class 15 contains 67465 members 
Mstep: Class 17 contains 46996 members 
Mstep: Class 18 contains 56732 members 
Mstep: Class 19 contains 18673 members 
Mstep: Class 20 contains 39721 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 41316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132325720.000000 Penalty: 72509.617188
Iteration 2F: 22 clusters Score -1.323257e+08 nChanged 340870
Entering Unmasked Mstep 
Mstep: Class 0 contains 692 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 353175 members 
Mstep: Class 3 contains 20613 members 
Mstep: Class 4 contains 18337 members 
Mstep: Class 5 contains 15402 members 
Mstep: Class 6 contains 8578 members 
Mstep: Class 7 contains 28730 members 
Mstep: Class 8 contains 15403 members 
Mstep: Class 9 contains 42536 members 
Mstep: Class 10 contains 775 members 
Mstep: Class 11 contains 144765 members 
Mstep: Class 12 contains 43237 members 
Mstep: Class 13 contains 58882 members 
Mstep: Class 14 contains 102632 members 
Mstep: Class 15 contains 53373 members 
Mstep: Class 17 contains 34210 members 
Mstep: Class 18 contains 51181 members 
Mstep: Class 19 contains 13767 members 
Mstep: Class 20 contains 40875 members 
Mstep: Class 21 contains 9144 members 
Mstep: Class 22 contains 30786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132954296.000000 Penalty: 72509.617188
Iteration 3F: 22 clusters Score -1.329543e+08 nChanged 225056
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 407122 members 
Mstep: Class 3 contains 20166 members 
Mstep: Class 4 contains 18465 members 
Mstep: Class 5 contains 20836 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 12204 members 
Mstep: Class 9 contains 50713 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 115696 members 
Mstep: Class 12 contains 44655 members 
Mstep: Class 13 contains 46124 members 
Mstep: Class 14 contains 98586 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 17 contains 26334 members 
Mstep: Class 18 contains 51324 members 
Mstep: Class 19 contains 12458 members 
Mstep: Class 20 contains 37772 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 26286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133113048.000000 Penalty: 72509.617188
Iteration 4F: 22 clusters Score -1.33113e+08 nChanged 163367
Entering Unmasked Mstep 
Mstep: Class 0 contains 344 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 405067 members 
Mstep: Class 3 contains 20567 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 31125 members 
Mstep: Class 6 contains 18779 members 
Mstep: Class 7 contains 33309 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 59598 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 100843 members 
Mstep: Class 12 contains 41674 members 
Mstep: Class 13 contains 37380 members 
Mstep: Class 14 contains 107725 members 
Mstep: Class 15 contains 32708 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 51869 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 34010 members 
Mstep: Class 21 contains 11272 members 
Mstep: Class 22 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133291784.000000 Penalty: 72509.617188
Iteration 5F: 22 clusters Score -1.332918e+08 nChanged 125876
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 392333 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 41573 members 
Mstep: Class 6 contains 23577 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 15009 members 
Mstep: Class 9 contains 64858 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 90625 members 
Mstep: Class 12 contains 35817 members 
Mstep: Class 13 contains 33001 members 
Mstep: Class 14 contains 117994 members 
Mstep: Class 15 contains 27066 members 
Mstep: Class 17 contains 25783 members 
Mstep: Class 18 contains 53171 members 
Mstep: Class 19 contains 11635 members 
Mstep: Class 20 contains 31027 members 
Mstep: Class 21 contains 10786 members 
Mstep: Class 22 contains 24789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133445144.000000 Penalty: 72509.617188
Iteration 6F: 22 clusters Score -1.334451e+08 nChanged 100673
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 379075 members 
Mstep: Class 3 contains 20968 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 49399 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 46103 members 
Mstep: Class 8 contains 18167 members 
Mstep: Class 9 contains 67683 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 83426 members 
Mstep: Class 12 contains 29870 members 
Mstep: Class 13 contains 31157 members 
Mstep: Class 14 contains 126148 members 
Mstep: Class 15 contains 22069 members 
Mstep: Class 17 contains 27440 members 
Mstep: Class 18 contains 56056 members 
Mstep: Class 19 contains 11209 members 
Mstep: Class 20 contains 28580 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 24633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133561968.000000 Penalty: 72509.617188
Iteration 7F: 22 clusters Score -1.33562e+08 nChanged 81415
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 367057 members 
Mstep: Class 3 contains 20943 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 54996 members 
Mstep: Class 6 contains 30903 members 
Mstep: Class 7 contains 52225 members 
Mstep: Class 8 contains 21661 members 
Mstep: Class 9 contains 69497 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 78665 members 
Mstep: Class 12 contains 25368 members 
Mstep: Class 13 contains 30274 members 
Mstep: Class 14 contains 131487 members 
Mstep: Class 15 contains 17918 members 
Mstep: Class 17 contains 29330 members 
Mstep: Class 18 contains 59334 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 26459 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133646408.000000 Penalty: 72509.617188
Iteration 8F: 22 clusters Score -1.336464e+08 nChanged 65703
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 357136 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 59132 members 
Mstep: Class 6 contains 33063 members 
Mstep: Class 7 contains 57388 members 
Mstep: Class 8 contains 25166 members 
Mstep: Class 9 contains 70803 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 75874 members 
Mstep: Class 12 contains 22269 members 
Mstep: Class 13 contains 29478 members 
Mstep: Class 14 contains 134294 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 17 contains 31328 members 
Mstep: Class 18 contains 61996 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 24426 members 
Mstep: Class 21 contains 8054 members 
Mstep: Class 22 contains 23475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133714008.000000 Penalty: 72509.617188
Iteration 9F: 22 clusters Score -1.33714e+08 nChanged 54259
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 348164 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 62551 members 
Mstep: Class 6 contains 34441 members 
Mstep: Class 7 contains 61311 members 
Mstep: Class 8 contains 28373 members 
Mstep: Class 9 contains 71649 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 75205 members 
Mstep: Class 12 contains 19912 members 
Mstep: Class 13 contains 28774 members 
Mstep: Class 14 contains 135312 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 17 contains 33330 members 
Mstep: Class 18 contains 64082 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 23369 members 
Mstep: Class 21 contains 7323 members 
Mstep: Class 22 contains 23443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767544.000000 Penalty: 72509.617188
Iteration 10Q: 22 clusters Score -1.337675e+08 nChanged 46829
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 340084 members 
Mstep: Class 3 contains 19497 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 65593 members 
Mstep: Class 6 contains 35319 members 
Mstep: Class 7 contains 64024 members 
Mstep: Class 8 contains 31229 members 
Mstep: Class 9 contains 72312 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 75733 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 28021 members 
Mstep: Class 14 contains 135090 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 17 contains 35597 members 
Mstep: Class 18 contains 65651 members 
Mstep: Class 19 contains 9182 members 
Mstep: Class 20 contains 23016 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 23603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133812544.000000 Penalty: 72509.617188
Iteration 11Q: 22 clusters Score -1.338125e+08 nChanged 42375
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 332554 members 
Mstep: Class 3 contains 18813 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 68752 members 
Mstep: Class 6 contains 35971 members 
Mstep: Class 7 contains 65374 members 
Mstep: Class 8 contains 33525 members 
Mstep: Class 9 contains 72851 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 77014 members 
Mstep: Class 12 contains 16516 members 
Mstep: Class 13 contains 27215 members 
Mstep: Class 14 contains 133974 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 17 contains 38533 members 
Mstep: Class 18 contains 66838 members 
Mstep: Class 19 contains 8674 members 
Mstep: Class 20 contains 22802 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 23727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133850320.000000 Penalty: 72509.617188
Iteration 12Q: 22 clusters Score -1.338503e+08 nChanged 38839
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 325539 members 
Mstep: Class 3 contains 18420 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 72054 members 
Mstep: Class 6 contains 36449 members 
Mstep: Class 7 contains 65529 members 
Mstep: Class 8 contains 35447 members 
Mstep: Class 9 contains 73344 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 79002 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 132331 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 17 contains 41766 members 
Mstep: Class 18 contains 67586 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 22606 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 23822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133880848.000000 Penalty: 72509.617188
Iteration 13Q: 22 clusters Score -1.338808e+08 nChanged 35850
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 318912 members 
Mstep: Class 3 contains 18162 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 75409 members 
Mstep: Class 6 contains 36835 members 
Mstep: Class 7 contains 64595 members 
Mstep: Class 8 contains 37135 members 
Mstep: Class 9 contains 73829 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 81404 members 
Mstep: Class 12 contains 14418 members 
Mstep: Class 13 contains 25614 members 
Mstep: Class 14 contains 130276 members 
Mstep: Class 15 contains 11030 members 
Mstep: Class 17 contains 45309 members 
Mstep: Class 18 contains 67985 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 22418 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 23860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133903760.000000 Penalty: 72509.617188
Iteration 14Q: 22 clusters Score -1.339038e+08 nChanged 33286
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 312688 members 
Mstep: Class 3 contains 17967 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 79135 members 
Mstep: Class 6 contains 37160 members 
Mstep: Class 7 contains 62836 members 
Mstep: Class 8 contains 38558 members 
Mstep: Class 9 contains 74325 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 83741 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 24933 members 
Mstep: Class 14 contains 128097 members 
Mstep: Class 15 contains 11445 members 
Mstep: Class 17 contains 48952 members 
Mstep: Class 18 contains 68090 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 22257 members 
Mstep: Class 21 contains 5533 members 
Mstep: Class 22 contains 23923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133922296.000000 Penalty: 72509.617188
Iteration 15Q: 22 clusters Score -1.339223e+08 nChanged 30578
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 307164 members 
Mstep: Class 3 contains 17818 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 83331 members 
Mstep: Class 6 contains 37398 members 
Mstep: Class 7 contains 60432 members 
Mstep: Class 8 contains 39753 members 
Mstep: Class 9 contains 74837 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 85809 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 125887 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 17 contains 52531 members 
Mstep: Class 18 contains 67924 members 
Mstep: Class 19 contains 6254 members 
Mstep: Class 20 contains 22069 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 24077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133936608.000000 Penalty: 72509.617188
Iteration 16Q: 22 clusters Score -1.339366e+08 nChanged 27740
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 302781 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 87859 members 
Mstep: Class 6 contains 37522 members 
Mstep: Class 7 contains 57522 members 
Mstep: Class 8 contains 40795 members 
Mstep: Class 9 contains 75285 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 87342 members 
Mstep: Class 12 contains 13045 members 
Mstep: Class 13 contains 23552 members 
Mstep: Class 14 contains 123676 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 17 contains 55794 members 
Mstep: Class 18 contains 67713 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 21879 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 24275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133949568.000000 Penalty: 72509.617188
Iteration 17Q: 22 clusters Score -1.339496e+08 nChanged 25331
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 299452 members 
Mstep: Class 3 contains 17629 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 92655 members 
Mstep: Class 6 contains 37447 members 
Mstep: Class 7 contains 54441 members 
Mstep: Class 8 contains 41594 members 
Mstep: Class 9 contains 75720 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 88278 members 
Mstep: Class 12 contains 12891 members 
Mstep: Class 13 contains 22915 members 
Mstep: Class 14 contains 121457 members 
Mstep: Class 15 contains 12196 members 
Mstep: Class 17 contains 58961 members 
Mstep: Class 18 contains 67406 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 24567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133961632.000000 Penalty: 72509.617188
Iteration 18Q: 22 clusters Score -1.339616e+08 nChanged 23504
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 297014 members 
Mstep: Class 3 contains 17565 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 97477 members 
Mstep: Class 6 contains 37309 members 
Mstep: Class 7 contains 51509 members 
Mstep: Class 8 contains 42086 members 
Mstep: Class 9 contains 76084 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 88913 members 
Mstep: Class 12 contains 12805 members 
Mstep: Class 13 contains 22365 members 
Mstep: Class 14 contains 119213 members 
Mstep: Class 15 contains 12162 members 
Mstep: Class 17 contains 61903 members 
Mstep: Class 18 contains 67073 members 
Mstep: Class 19 contains 5509 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 24790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133973016.000000 Penalty: 72509.617188
Iteration 19Q: 22 clusters Score -1.33973e+08 nChanged 21420
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 295170 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 101753 members 
Mstep: Class 6 contains 37042 members 
Mstep: Class 7 contains 49591 members 
Mstep: Class 8 contains 42438 members 
Mstep: Class 9 contains 76348 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 88976 members 
Mstep: Class 12 contains 12762 members 
Mstep: Class 13 contains 21888 members 
Mstep: Class 14 contains 116997 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 17 contains 64847 members 
Mstep: Class 18 contains 66755 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 21309 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 24960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133985896.000000 Penalty: 72509.617188
Iteration 20F: 22 clusters Score -1.339859e+08 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 292821 members 
Mstep: Class 3 contains 17279 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 105118 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 48743 members 
Mstep: Class 8 contains 42952 members 
Mstep: Class 9 contains 76528 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 88242 members 
Mstep: Class 12 contains 12693 members 
Mstep: Class 13 contains 21271 members 
Mstep: Class 14 contains 114784 members 
Mstep: Class 15 contains 12361 members 
Mstep: Class 17 contains 69168 members 
Mstep: Class 18 contains 66058 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 21083 members 
Mstep: Class 21 contains 5262 members 
Mstep: Class 22 contains 25179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133996032.000000 Penalty: 72509.617188
Iteration 21Q: 22 clusters Score -1.33996e+08 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 290966 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 107802 members 
Mstep: Class 6 contains 36426 members 
Mstep: Class 7 contains 48772 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 76669 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 87058 members 
Mstep: Class 12 contains 12662 members 
Mstep: Class 13 contains 20762 members 
Mstep: Class 14 contains 112750 members 
Mstep: Class 15 contains 12498 members 
Mstep: Class 17 contains 73507 members 
Mstep: Class 18 contains 65389 members 
Mstep: Class 19 contains 5495 members 
Mstep: Class 20 contains 20839 members 
Mstep: Class 21 contains 5087 members 
Mstep: Class 22 contains 25334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134004944.000000 Penalty: 72509.617188
Iteration 22Q: 22 clusters Score -1.340049e+08 nChanged 19052
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 289396 members 
Mstep: Class 3 contains 16999 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 109978 members 
Mstep: Class 6 contains 36140 members 
Mstep: Class 7 contains 49376 members 
Mstep: Class 8 contains 43507 members 
Mstep: Class 9 contains 76797 members 
Mstep: Class 10 contains 551 members 
Mstep: Class 11 contains 85336 members 
Mstep: Class 12 contains 12652 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 110948 members 
Mstep: Class 15 contains 12504 members 
Mstep: Class 17 contains 77981 members 
Mstep: Class 18 contains 64820 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 25581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134012904.000000 Penalty: 72509.617188
Iteration 23Q: 22 clusters Score -1.340129e+08 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 287992 members 
Mstep: Class 3 contains 16875 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 111782 members 
Mstep: Class 6 contains 35912 members 
Mstep: Class 7 contains 50287 members 
Mstep: Class 8 contains 43615 members 
Mstep: Class 9 contains 76905 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 83157 members 
Mstep: Class 12 contains 12646 members 
Mstep: Class 13 contains 19592 members 
Mstep: Class 14 contains 109266 members 
Mstep: Class 15 contains 12467 members 
Mstep: Class 17 contains 82772 members 
Mstep: Class 18 contains 64235 members 
Mstep: Class 19 contains 5330 members 
Mstep: Class 20 contains 20349 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 25839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134019416.000000 Penalty: 72509.617188
Iteration 24Q: 22 clusters Score -1.340194e+08 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 286753 members 
Mstep: Class 3 contains 16792 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 113366 members 
Mstep: Class 6 contains 35683 members 
Mstep: Class 7 contains 51345 members 
Mstep: Class 8 contains 43739 members 
Mstep: Class 9 contains 76958 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 80646 members 
Mstep: Class 12 contains 12653 members 
Mstep: Class 13 contains 19034 members 
Mstep: Class 14 contains 107781 members 
Mstep: Class 15 contains 12365 members 
Mstep: Class 17 contains 87640 members 
Mstep: Class 18 contains 63635 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 20118 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 26074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134025976.000000 Penalty: 72509.617188
Iteration 25Q: 22 clusters Score -1.34026e+08 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 285706 members 
Mstep: Class 3 contains 16737 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 114748 members 
Mstep: Class 6 contains 35449 members 
Mstep: Class 7 contains 52494 members 
Mstep: Class 8 contains 43908 members 
Mstep: Class 9 contains 76965 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 77794 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 18538 members 
Mstep: Class 14 contains 106513 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 17 contains 92571 members 
Mstep: Class 18 contains 63058 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 19865 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 22 contains 26262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134032776.000000 Penalty: 72509.617188
Iteration 26Q: 22 clusters Score -1.340328e+08 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 284788 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 115899 members 
Mstep: Class 6 contains 35252 members 
Mstep: Class 7 contains 53659 members 
Mstep: Class 8 contains 44033 members 
Mstep: Class 9 contains 77005 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 74889 members 
Mstep: Class 12 contains 12688 members 
Mstep: Class 13 contains 18159 members 
Mstep: Class 14 contains 105336 members 
Mstep: Class 15 contains 11965 members 
Mstep: Class 17 contains 97466 members 
Mstep: Class 18 contains 62576 members 
Mstep: Class 19 contains 5073 members 
Mstep: Class 20 contains 19557 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 26273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134038376.000000 Penalty: 72509.617188
Iteration 27Q: 22 clusters Score -1.340384e+08 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 283909 members 
Mstep: Class 3 contains 16811 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 116907 members 
Mstep: Class 6 contains 35095 members 
Mstep: Class 7 contains 54774 members 
Mstep: Class 8 contains 44243 members 
Mstep: Class 9 contains 77053 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 72005 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 104313 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 17 contains 102149 members 
Mstep: Class 18 contains 62136 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 19183 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 26214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134043296.000000 Penalty: 72509.617188
Iteration 28Q: 22 clusters Score -1.340433e+08 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 283092 members 
Mstep: Class 3 contains 16921 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 117827 members 
Mstep: Class 6 contains 34929 members 
Mstep: Class 7 contains 55795 members 
Mstep: Class 8 contains 44492 members 
Mstep: Class 9 contains 77034 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 69243 members 
Mstep: Class 12 contains 12678 members 
Mstep: Class 13 contains 17675 members 
Mstep: Class 14 contains 103425 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 17 contains 106602 members 
Mstep: Class 18 contains 61722 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134050024.000000 Penalty: 72509.617188
Iteration 29Q: 22 clusters Score -1.3405e+08 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 282334 members 
Mstep: Class 3 contains 17066 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 118550 members 
Mstep: Class 6 contains 34756 members 
Mstep: Class 7 contains 56629 members 
Mstep: Class 8 contains 44860 members 
Mstep: Class 9 contains 77004 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 66535 members 
Mstep: Class 12 contains 12666 members 
Mstep: Class 13 contains 17493 members 
Mstep: Class 14 contains 102722 members 
Mstep: Class 15 contains 11303 members 
Mstep: Class 17 contains 110757 members 
Mstep: Class 18 contains 61318 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 20 contains 18034 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 22 contains 25867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134058072.000000 Penalty: 72509.617188
Iteration 30Q: 22 clusters Score -1.340581e+08 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 281587 members 
Mstep: Class 3 contains 17295 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 119044 members 
Mstep: Class 6 contains 34566 members 
Mstep: Class 7 contains 57229 members 
Mstep: Class 8 contains 45209 members 
Mstep: Class 9 contains 76911 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 63949 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 17355 members 
Mstep: Class 14 contains 102170 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 17 contains 114698 members 
Mstep: Class 18 contains 60939 members 
Mstep: Class 19 contains 4633 members 
Mstep: Class 20 contains 17213 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 25594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134068944.000000 Penalty: 72509.617188
Iteration 31Q: 22 clusters Score -1.340689e+08 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 280948 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 119372 members 
Mstep: Class 6 contains 34385 members 
Mstep: Class 7 contains 57588 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 76790 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 61610 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 101703 members 
Mstep: Class 15 contains 11131 members 
Mstep: Class 17 contains 118216 members 
Mstep: Class 18 contains 60564 members 
Mstep: Class 19 contains 4613 members 
Mstep: Class 20 contains 16960 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 25316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134080288.000000 Penalty: 72509.617188
Iteration 32Q: 22 clusters Score -1.340803e+08 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 280326 members 
Mstep: Class 3 contains 17845 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 119601 members 
Mstep: Class 6 contains 34237 members 
Mstep: Class 7 contains 57654 members 
Mstep: Class 8 contains 45848 members 
Mstep: Class 9 contains 76622 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 59467 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 17146 members 
Mstep: Class 14 contains 101302 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 17 contains 121382 members 
Mstep: Class 18 contains 60317 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 17221 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 25089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134083328.000000 Penalty: 72509.617188
Iteration 33Q: 22 clusters Score -1.340833e+08 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 279704 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 119840 members 
Mstep: Class 6 contains 34103 members 
Mstep: Class 7 contains 57727 members 
Mstep: Class 8 contains 46185 members 
Mstep: Class 9 contains 76465 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 57545 members 
Mstep: Class 12 contains 12715 members 
Mstep: Class 13 contains 17054 members 
Mstep: Class 14 contains 100961 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 17 contains 124161 members 
Mstep: Class 18 contains 60138 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 17423 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134084912.000000 Penalty: 72509.617188
Iteration 34Q: 22 clusters Score -1.340849e+08 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 279199 members 
Mstep: Class 3 contains 18489 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120027 members 
Mstep: Class 6 contains 34026 members 
Mstep: Class 7 contains 57782 members 
Mstep: Class 8 contains 46442 members 
Mstep: Class 9 contains 76298 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 55859 members 
Mstep: Class 12 contains 12725 members 
Mstep: Class 13 contains 16964 members 
Mstep: Class 14 contains 100698 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 17 contains 126564 members 
Mstep: Class 18 contains 59974 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 17596 members 
Mstep: Class 21 contains 3427 members 
Mstep: Class 22 contains 24684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134086632.000000 Penalty: 72509.617188
Iteration 35Q: 22 clusters Score -1.340866e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 278757 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120153 members 
Mstep: Class 6 contains 33944 members 
Mstep: Class 7 contains 57876 members 
Mstep: Class 8 contains 46653 members 
Mstep: Class 9 contains 76107 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 54359 members 
Mstep: Class 12 contains 12725 members 
Mstep: Class 13 contains 16893 members 
Mstep: Class 14 contains 100524 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 17 contains 128669 members 
Mstep: Class 18 contains 59856 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 3379 members 
Mstep: Class 22 contains 24499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087720.000000 Penalty: 72509.617188
Iteration 36Q: 22 clusters Score -1.340877e+08 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 278369 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120268 members 
Mstep: Class 6 contains 33884 members 
Mstep: Class 7 contains 57952 members 
Mstep: Class 8 contains 46850 members 
Mstep: Class 9 contains 75943 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 52959 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 16804 members 
Mstep: Class 14 contains 100420 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 17 contains 130468 members 
Mstep: Class 18 contains 59785 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 17838 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 24326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088264.000000 Penalty: 72509.617188
Iteration 37Q: 22 clusters Score -1.340883e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 278035 members 
Mstep: Class 3 contains 19493 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120336 members 
Mstep: Class 6 contains 33843 members 
Mstep: Class 7 contains 57989 members 
Mstep: Class 8 contains 47002 members 
Mstep: Class 9 contains 75803 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 51711 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 16738 members 
Mstep: Class 14 contains 100383 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 17 contains 132023 members 
Mstep: Class 18 contains 59727 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 20 contains 17961 members 
Mstep: Class 21 contains 3319 members 
Mstep: Class 22 contains 24162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089472.000000 Penalty: 72509.617188
Iteration 38Q: 22 clusters Score -1.340895e+08 nChanged 4149
Entering ConstructFrom: 
Score: -134089472.000000 Penalty: 72509.617188
Entering ConstructFrom: 
Trying to split cluster 1 (26857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Entering Unmasked Estep 
Score: -3134964.750000 Penalty: 2529.174072
	Iteration 0F: 2 clusters Score -3134965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3116611.250000 Penalty: 5058.348145
	Iteration 0F: 3 clusters Score -3116611 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3129912.750000 Penalty: 5058.348145
	Iteration 1F: 3 clusters Score -3129913 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3137604.250000 Penalty: 5058.348145
	Iteration 2F: 3 clusters Score -3137604 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3143389.250000 Penalty: 5058.348145
	Iteration 3F: 3 clusters Score -3143389 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3146768.000000 Penalty: 5058.348145
	Iteration 4F: 3 clusters Score -3146768 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3148119.000000 Penalty: 5058.348145
	Iteration 5F: 3 clusters Score -3148119 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3148743.250000 Penalty: 5058.348145
	Iteration 6Q: 3 clusters Score -3148743 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3149176.250000 Penalty: 5058.348145
	Iteration 7Q: 3 clusters Score -3149176 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3149559.500000 Penalty: 5058.348145
	Iteration 8Q: 3 clusters Score -3149560 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3149902.500000 Penalty: 5058.348145
	Iteration 9Q: 3 clusters Score -3149902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3150205.250000 Penalty: 5058.348145
	Iteration 10Q: 3 clusters Score -3150205 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3150423.750000 Penalty: 5058.348145
	Iteration 11Q: 3 clusters Score -3150424 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3150561.500000 Penalty: 5058.348145
	Iteration 12Q: 3 clusters Score -3150562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3150672.500000 Penalty: 5058.348145
	Iteration 13Q: 3 clusters Score -3150672 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3150744.750000 Penalty: 5058.348145
	Iteration 14Q: 3 clusters Score -3150745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3150800.500000 Penalty: 5058.348145
	Iteration 15Q: 3 clusters Score -3150800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3150840.250000 Penalty: 5058.348145
	Iteration 16Q: 3 clusters Score -3150840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3150857.000000 Penalty: 5058.348145
	Iteration 17Q: 3 clusters Score -3150857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3150892.250000 Penalty: 5058.348145
	Iteration 18Q: 3 clusters Score -3150892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3150925.000000 Penalty: 5058.348145
	Iteration 19Q: 3 clusters Score -3150925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3150953.750000 Penalty: 5058.348145
	Iteration 20F: 3 clusters Score -3150954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3150998.250000 Penalty: 5058.348145
	Iteration 21Q: 3 clusters Score -3150998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3151022.500000 Penalty: 5058.348145
	Iteration 22Q: 3 clusters Score -3151022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3151062.250000 Penalty: 5058.348145
	Iteration 23Q: 3 clusters Score -3151062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3151070.000000 Penalty: 5058.348145
	Iteration 24Q: 3 clusters Score -3151070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3151083.250000 Penalty: 5058.348145
	Iteration 25Q: 3 clusters Score -3151083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3151085.750000 Penalty: 5058.348145
	Iteration 26Q: 3 clusters Score -3151086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3151098.250000 Penalty: 5058.348145
	Iteration 27Q: 3 clusters Score -3151098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3151107.000000 Penalty: 5058.348145
	Iteration 28Q: 3 clusters Score -3151107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3151110.000000 Penalty: 5058.348145
	Iteration 29Q: 3 clusters Score -3151110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3151122.500000 Penalty: 5058.348145
	Iteration 30Q: 3 clusters Score -3151122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3151142.000000 Penalty: 5058.348145
	Iteration 31Q: 3 clusters Score -3151142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3151142.000000 Penalty: 5058.348145
	Iteration 32Q: 3 clusters Score -3151142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3151143.000000 Penalty: 5058.348145
	Iteration 33Q: 3 clusters Score -3151143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3151149.250000 Penalty: 5058.348145
	Iteration 34Q: 3 clusters Score -3151149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3151151.750000 Penalty: 5058.348145
	Iteration 35Q: 3 clusters Score -3151152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3151147.250000 Penalty: 5058.348145
	Iteration 36Q: 3 clusters Score -3151147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3151157.250000 Penalty: 5058.348145
	Iteration 37Q: 3 clusters Score -3151157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3151161.000000 Penalty: 5058.348145
	Iteration 38Q: 3 clusters Score -3151161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3151168.250000 Penalty: 5058.348145
	Iteration 39Q: 3 clusters Score -3151168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3151179.250000 Penalty: 5058.348145
	Iteration 40F: 3 clusters Score -3151179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3151195.000000 Penalty: 5058.348145
	Iteration 41Q: 3 clusters Score -3151195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3151210.000000 Penalty: 5058.348145
	Iteration 42Q: 3 clusters Score -3151210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3151227.750000 Penalty: 5058.348145
	Iteration 43Q: 3 clusters Score -3151228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3151244.000000 Penalty: 5058.348145
	Iteration 44Q: 3 clusters Score -3151244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3151280.000000 Penalty: 5058.348145
	Iteration 45Q: 3 clusters Score -3151280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3151345.750000 Penalty: 5058.348145
	Iteration 46Q: 3 clusters Score -3151346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3151422.250000 Penalty: 5058.348145
	Iteration 47Q: 3 clusters Score -3151422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3151478.500000 Penalty: 5058.348145
	Iteration 48Q: 3 clusters Score -3151478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3151528.250000 Penalty: 5058.348145
	Iteration 49Q: 3 clusters Score -3151528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3151560.000000 Penalty: 5058.348145
	Iteration 50Q: 3 clusters Score -3151560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3151578.250000 Penalty: 5058.348145
	Iteration 51Q: 3 clusters Score -3151578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3151604.500000 Penalty: 5058.348145
	Iteration 52Q: 3 clusters Score -3151604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3151608.250000 Penalty: 5058.348145
	Iteration 53Q: 3 clusters Score -3151608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3151617.250000 Penalty: 5058.348145
	Iteration 54Q: 3 clusters Score -3151617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3151634.500000 Penalty: 5058.348145
	Iteration 55Q: 3 clusters Score -3151634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3151629.000000 Penalty: 5058.348145
	Iteration 56Q: 3 clusters Score -3151629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3151640.250000 Penalty: 5058.348145
	Iteration 57Q: 3 clusters Score -3151640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3151642.750000 Penalty: 5058.348145
	Iteration 58Q: 3 clusters Score -3151643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3151643.000000 Penalty: 5058.348145
	Iteration 59Q: 3 clusters Score -3151643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3151634.250000 Penalty: 5058.348145
	Iteration 60F: 3 clusters Score -3151634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3151637.000000 Penalty: 5058.348145
	Iteration 61Q: 3 clusters Score -3151637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3151638.000000 Penalty: 5058.348145
	Iteration 62Q: 3 clusters Score -3151638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3151642.000000 Penalty: 5058.348145
	Iteration 63Q: 3 clusters Score -3151642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3151636.250000 Penalty: 5058.348145
	Iteration 64Q: 3 clusters Score -3151636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3151632.250000 Penalty: 5058.348145
	Iteration 65Q: 3 clusters Score -3151632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3151636.750000 Penalty: 5058.348145
	Iteration 66Q: 3 clusters Score -3151637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3151643.500000 Penalty: 5058.348145
	Iteration 67Q: 3 clusters Score -3151644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3151654.500000 Penalty: 5058.348145
	Iteration 68Q: 3 clusters Score -3151654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3151651.250000 Penalty: 5058.348145
	Iteration 69Q: 3 clusters Score -3151651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3151653.250000 Penalty: 5058.348145
	Iteration 70Q: 3 clusters Score -3151653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3151656.250000 Penalty: 5058.348145
	Iteration 71Q: 3 clusters Score -3151656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3151653.500000 Penalty: 5058.348145
	Iteration 72Q: 3 clusters Score -3151654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3151658.750000 Penalty: 5058.348145
	Iteration 73Q: 3 clusters Score -3151659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3151664.250000 Penalty: 5058.348145
	Iteration 74Q: 3 clusters Score -3151664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3151662.250000 Penalty: 5058.348145
	Iteration 75Q: 3 clusters Score -3151662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3151667.250000 Penalty: 5058.348145
	Iteration 76Q: 3 clusters Score -3151667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3151659.500000 Penalty: 5058.348145
	Iteration 77Q: 3 clusters Score -3151660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3151664.500000 Penalty: 5058.348145
	Iteration 78Q: 3 clusters Score -3151664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3151663.750000 Penalty: 5058.348145
	Iteration 79Q: 3 clusters Score -3151664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3151661.250000 Penalty: 5058.348145
	Iteration 80F: 3 clusters Score -3151661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3151659.500000 Penalty: 5058.348145
	Iteration 81Q: 3 clusters Score -3151660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3151662.500000 Penalty: 5058.348145
	Iteration 82Q: 3 clusters Score -3151662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3151658.000000 Penalty: 5058.348145
	Iteration 83Q: 3 clusters Score -3151658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3151658.000000 Penalty: 5058.348145
	Iteration 84F: 3 clusters Score -3151658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 277776 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120393 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 57974 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Entering Unmasked Estep 
Score: -134105520.000000 Penalty: 75962.453125
Splitting cluster 1 changes total score from -134089472.000000 to -134105520.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (277776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277776 members 
Entering Unmasked Estep 
Score: -34791232.000000 Penalty: 3108.573486
	Iteration 0F: 2 clusters Score -3.479123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138564 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -34641240.000000 Penalty: 6217.146973
	Iteration 0F: 3 clusters Score -3.464124e+07 nChanged 134381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131983 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -34720924.000000 Penalty: 6217.146973
	Iteration 1F: 3 clusters Score -3.472092e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -34723124.000000 Penalty: 6217.146973
	Iteration 2Q: 3 clusters Score -3.472312e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -34726012.000000 Penalty: 6217.146973
	Iteration 3Q: 3 clusters Score -3.472601e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -34731536.000000 Penalty: 6217.146973
	Iteration 4Q: 3 clusters Score -3.473154e+07 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 179591 members 
Entering Unmasked Estep 
Score: -34740484.000000 Penalty: 6217.146973
	Iteration 5F: 3 clusters Score -3.474048e+07 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 197851 members 
Entering Unmasked Estep 
Score: -34753500.000000 Penalty: 6217.146973
	Iteration 6F: 3 clusters Score -3.47535e+07 nChanged 22307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 216916 members 
Entering Unmasked Estep 
Score: -34768104.000000 Penalty: 6217.146973
	Iteration 7F: 3 clusters Score -3.47681e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 231793 members 
Entering Unmasked Estep 
Score: -34778560.000000 Penalty: 6217.146973
	Iteration 8F: 3 clusters Score -3.477856e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 239509 members 
Entering Unmasked Estep 
Score: -34787316.000000 Penalty: 6217.146973
	Iteration 9Q: 3 clusters Score -3.478732e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 242235 members 
Entering Unmasked Estep 
Score: -34792980.000000 Penalty: 6217.146973
	Iteration 10Q: 3 clusters Score -3.479298e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 243236 members 
Entering Unmasked Estep 
Score: -34796180.000000 Penalty: 6217.146973
	Iteration 11Q: 3 clusters Score -3.479618e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 243899 members 
Entering Unmasked Estep 
Score: -34798320.000000 Penalty: 6217.146973
	Iteration 12Q: 3 clusters Score -3.479832e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 244417 members 
Entering Unmasked Estep 
Score: -34799624.000000 Penalty: 6217.146973
	Iteration 13Q: 3 clusters Score -3.479962e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 244738 members 
Entering Unmasked Estep 
Score: -34800844.000000 Penalty: 6217.146973
	Iteration 14Q: 3 clusters Score -3.480084e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 244945 members 
Entering Unmasked Estep 
Score: -34801624.000000 Penalty: 6217.146973
	Iteration 15Q: 3 clusters Score -3.480162e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 245172 members 
Entering Unmasked Estep 
Score: -34802056.000000 Penalty: 6217.146973
	Iteration 16Q: 3 clusters Score -3.480206e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 245405 members 
Entering Unmasked Estep 
Score: -34802284.000000 Penalty: 6217.146973
	Iteration 17Q: 3 clusters Score -3.480228e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 245611 members 
Entering Unmasked Estep 
Score: -34802400.000000 Penalty: 6217.146973
	Iteration 18Q: 3 clusters Score -3.48024e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 245796 members 
Entering Unmasked Estep 
Score: -34802440.000000 Penalty: 6217.146973
	Iteration 19Q: 3 clusters Score -3.480244e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 245982 members 
Entering Unmasked Estep 
Score: -34802436.000000 Penalty: 6217.146973
	Iteration 20F: 3 clusters Score -3.480244e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 246126 members 
Entering Unmasked Estep 
Score: -34802500.000000 Penalty: 6217.146973
	Iteration 21Q: 3 clusters Score -3.48025e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 246260 members 
Entering Unmasked Estep 
Score: -34802544.000000 Penalty: 6217.146973
	Iteration 22Q: 3 clusters Score -3.480254e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 246389 members 
Entering Unmasked Estep 
Score: -34802540.000000 Penalty: 6217.146973
	Iteration 23Q: 3 clusters Score -3.480254e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 246496 members 
Entering Unmasked Estep 
Score: -34802624.000000 Penalty: 6217.146973
	Iteration 24Q: 3 clusters Score -3.480262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 246585 members 
Entering Unmasked Estep 
Score: -34802624.000000 Penalty: 6217.146973
	Iteration 25Q: 3 clusters Score -3.480262e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 246673 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 26Q: 3 clusters Score -3.480258e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 246739 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 27Q: 3 clusters Score -3.480258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 246785 members 
Entering Unmasked Estep 
Score: -34802560.000000 Penalty: 6217.146973
	Iteration 28Q: 3 clusters Score -3.480256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 246832 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 29Q: 3 clusters Score -3.480258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 246863 members 
Entering Unmasked Estep 
Score: -34802552.000000 Penalty: 6217.146973
	Iteration 30Q: 3 clusters Score -3.480255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 246886 members 
Entering Unmasked Estep 
Score: -34802560.000000 Penalty: 6217.146973
	Iteration 31Q: 3 clusters Score -3.480256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 246917 members 
Entering Unmasked Estep 
Score: -34802584.000000 Penalty: 6217.146973
	Iteration 32Q: 3 clusters Score -3.480258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 246938 members 
Entering Unmasked Estep 
Score: -34802568.000000 Penalty: 6217.146973
	Iteration 33Q: 3 clusters Score -3.480257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 246958 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 34Q: 3 clusters Score -3.480258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 246976 members 
Entering Unmasked Estep 
Score: -34802596.000000 Penalty: 6217.146973
	Iteration 35Q: 3 clusters Score -3.48026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 246990 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 36Q: 3 clusters Score -3.480259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 247005 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 37Q: 3 clusters Score -3.480259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 247018 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 38Q: 3 clusters Score -3.480258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 247034 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 39Q: 3 clusters Score -3.480259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 247048 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 40F: 3 clusters Score -3.480258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 247057 members 
Entering Unmasked Estep 
Score: -34802564.000000 Penalty: 6217.146973
	Iteration 41Q: 3 clusters Score -3.480256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 247065 members 
Entering Unmasked Estep 
Score: -34802568.000000 Penalty: 6217.146973
	Iteration 42Q: 3 clusters Score -3.480257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 247072 members 
Entering Unmasked Estep 
Score: -34802584.000000 Penalty: 6217.146973
	Iteration 43Q: 3 clusters Score -3.480258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 247078 members 
Entering Unmasked Estep 
Score: -34802544.000000 Penalty: 6217.146973
	Iteration 44Q: 3 clusters Score -3.480254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 247085 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 45Q: 3 clusters Score -3.480259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 247095 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 46Q: 3 clusters Score -3.480258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 247104 members 
Entering Unmasked Estep 
Score: -34802596.000000 Penalty: 6217.146973
	Iteration 47Q: 3 clusters Score -3.48026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 247118 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 48Q: 3 clusters Score -3.480259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 247125 members 
Entering Unmasked Estep 
Score: -34802584.000000 Penalty: 6217.146973
	Iteration 49Q: 3 clusters Score -3.480258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 247134 members 
Entering Unmasked Estep 
Score: -34802592.000000 Penalty: 6217.146973
	Iteration 50Q: 3 clusters Score -3.480259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 247138 members 
Entering Unmasked Estep 
Score: -34802608.000000 Penalty: 6217.146973
	Iteration 51Q: 3 clusters Score -3.480261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 247141 members 
Entering Unmasked Estep 
Score: -34802584.000000 Penalty: 6217.146973
	Iteration 52Q: 3 clusters Score -3.480258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 247143 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 53Q: 3 clusters Score -3.480258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 247144 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 54Q: 3 clusters Score -3.480258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 247145 members 
Entering Unmasked Estep 
Score: -34802592.000000 Penalty: 6217.146973
	Iteration 55Q: 3 clusters Score -3.480259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 247149 members 
Entering Unmasked Estep 
Score: -34802580.000000 Penalty: 6217.146973
	Iteration 56Q: 3 clusters Score -3.480258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 247152 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 57Q: 3 clusters Score -3.480258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 247156 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 58Q: 3 clusters Score -3.480258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 247158 members 
Entering Unmasked Estep 
Score: -34802588.000000 Penalty: 6217.146973
	Iteration 59Q: 3 clusters Score -3.480259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 247160 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 60F: 3 clusters Score -3.480258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 247161 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 61Q: 3 clusters Score -3.480258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 247161 members 
Entering Unmasked Estep 
Score: -34802576.000000 Penalty: 6217.146973
	Iteration 62F: 3 clusters Score -3.480258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120393 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 57974 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Entering Unmasked Estep 
Score: -134116928.000000 Penalty: 79415.289062
Splitting cluster 2 changes total score from -134089472.000000 to -134116928.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (19790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Entering Unmasked Estep 
Score: -2353677.750000 Penalty: 2453.447021
	Iteration 0F: 2 clusters Score -2353678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2339737.750000 Penalty: 4906.894043
	Iteration 0F: 3 clusters Score -2339738 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2345607.000000 Penalty: 4906.894043
	Iteration 1F: 3 clusters Score -2345607 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2347910.750000 Penalty: 4906.894043
	Iteration 2F: 3 clusters Score -2347911 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2350900.250000 Penalty: 4906.894043
	Iteration 3F: 3 clusters Score -2350900 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2354167.000000 Penalty: 4906.894043
	Iteration 4F: 3 clusters Score -2354167 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2356284.000000 Penalty: 4906.894043
	Iteration 5F: 3 clusters Score -2356284 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2357219.000000 Penalty: 4906.894043
	Iteration 6F: 3 clusters Score -2357219 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2357839.500000 Penalty: 4906.894043
	Iteration 7Q: 3 clusters Score -2357840 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2358518.750000 Penalty: 4906.894043
	Iteration 8Q: 3 clusters Score -2358519 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2359111.750000 Penalty: 4906.894043
	Iteration 9Q: 3 clusters Score -2359112 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2359612.250000 Penalty: 4906.894043
	Iteration 10Q: 3 clusters Score -2359612 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2360100.000000 Penalty: 4906.894043
	Iteration 11Q: 3 clusters Score -2360100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2360630.250000 Penalty: 4906.894043
	Iteration 12Q: 3 clusters Score -2360630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2361148.500000 Penalty: 4906.894043
	Iteration 13Q: 3 clusters Score -2361148 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2361743.750000 Penalty: 4906.894043
	Iteration 14Q: 3 clusters Score -2361744 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2362440.250000 Penalty: 4906.894043
	Iteration 15Q: 3 clusters Score -2362440 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2362898.750000 Penalty: 4906.894043
	Iteration 16Q: 3 clusters Score -2362899 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2363046.750000 Penalty: 4906.894043
	Iteration 17Q: 3 clusters Score -2363047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2363100.500000 Penalty: 4906.894043
	Iteration 18Q: 3 clusters Score -2363100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2363131.250000 Penalty: 4906.894043
	Iteration 19Q: 3 clusters Score -2363131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2363280.500000 Penalty: 4906.894043
	Iteration 20F: 3 clusters Score -2363280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2363605.750000 Penalty: 4906.894043
	Iteration 21Q: 3 clusters Score -2363606 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2364368.500000 Penalty: 4906.894043
	Iteration 22Q: 3 clusters Score -2364368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2365652.250000 Penalty: 4906.894043
	Iteration 23Q: 3 clusters Score -2365652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2366013.500000 Penalty: 4906.894043
	Iteration 24Q: 3 clusters Score -2366014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2366076.250000 Penalty: 4906.894043
	Iteration 25Q: 3 clusters Score -2366076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2366101.750000 Penalty: 4906.894043
	Iteration 26Q: 3 clusters Score -2366102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2366132.250000 Penalty: 4906.894043
	Iteration 27Q: 3 clusters Score -2366132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2366199.000000 Penalty: 4906.894043
	Iteration 28Q: 3 clusters Score -2366199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2366334.250000 Penalty: 4906.894043
	Iteration 29Q: 3 clusters Score -2366334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2366659.500000 Penalty: 4906.894043
	Iteration 30Q: 3 clusters Score -2366660 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2367150.000000 Penalty: 4906.894043
	Iteration 31Q: 3 clusters Score -2367150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2367471.000000 Penalty: 4906.894043
	Iteration 32Q: 3 clusters Score -2367471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2367551.750000 Penalty: 4906.894043
	Iteration 33Q: 3 clusters Score -2367552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2367583.750000 Penalty: 4906.894043
	Iteration 34Q: 3 clusters Score -2367584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2367596.500000 Penalty: 4906.894043
	Iteration 35Q: 3 clusters Score -2367596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2367598.500000 Penalty: 4906.894043
	Iteration 36Q: 3 clusters Score -2367598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2367598.500000 Penalty: 4906.894043
	Iteration 37Q: 3 clusters Score -2367598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2367606.750000 Penalty: 4906.894043
	Iteration 38Q: 3 clusters Score -2367607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2367609.250000 Penalty: 4906.894043
	Iteration 39Q: 3 clusters Score -2367609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2367614.500000 Penalty: 4906.894043
	Iteration 40F: 3 clusters Score -2367614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2367610.250000 Penalty: 4906.894043
	Iteration 41Q: 3 clusters Score -2367610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2367610.000000 Penalty: 4906.894043
	Iteration 42Q: 3 clusters Score -2367610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2367610.000000 Penalty: 4906.894043
	Iteration 43Q: 3 clusters Score -2367610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2367607.750000 Penalty: 4906.894043
	Iteration 44Q: 3 clusters Score -2367608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2367608.750000 Penalty: 4906.894043
	Iteration 45Q: 3 clusters Score -2367609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2367608.750000 Penalty: 4906.894043
	Iteration 46F: 3 clusters Score -2367609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 120393 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 57974 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Entering Unmasked Estep 
Score: -134129608.000000 Penalty: 82868.132812
Splitting cluster 3 changes total score from -134089472.000000 to -134129608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (18480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Entering Unmasked Estep 
Score: -2909431.500000 Penalty: 2436.462402
	Iteration 0F: 2 clusters Score -2909432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2897222.750000 Penalty: 4872.924805
	Iteration 0F: 3 clusters Score -2897223 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2909918.500000 Penalty: 4872.924805
	Iteration 1F: 3 clusters Score -2909918 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2915540.750000 Penalty: 4872.924805
	Iteration 2F: 3 clusters Score -2915541 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2918956.750000 Penalty: 4872.924805
	Iteration 3F: 3 clusters Score -2918957 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2922608.750000 Penalty: 4872.924805
	Iteration 4F: 3 clusters Score -2922609 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2926198.000000 Penalty: 4872.924805
	Iteration 5F: 3 clusters Score -2926198 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2928816.500000 Penalty: 4872.924805
	Iteration 6F: 3 clusters Score -2928816 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2930575.250000 Penalty: 4872.924805
	Iteration 7F: 3 clusters Score -2930575 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2933569.500000 Penalty: 4872.924805
	Iteration 8Q: 3 clusters Score -2933570 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2935415.750000 Penalty: 4872.924805
	Iteration 9Q: 3 clusters Score -2935416 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2935950.000000 Penalty: 4872.924805
	Iteration 10Q: 3 clusters Score -2935950 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2936313.000000 Penalty: 4872.924805
	Iteration 11Q: 3 clusters Score -2936313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2937303.250000 Penalty: 4872.924805
	Iteration 12Q: 3 clusters Score -2937303 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2938268.750000 Penalty: 4872.924805
	Iteration 13Q: 3 clusters Score -2938269 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2938620.500000 Penalty: 4872.924805
	Iteration 14Q: 3 clusters Score -2938620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2938629.750000 Penalty: 4872.924805
	Iteration 15Q: 3 clusters Score -2938630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2938770.250000 Penalty: 4872.924805
	Iteration 16Q: 3 clusters Score -2938770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2938745.750000 Penalty: 4872.924805
	Iteration 17Q: 3 clusters Score -2938746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2938775.250000 Penalty: 4872.924805
	Iteration 18Q: 3 clusters Score -2938775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2938786.250000 Penalty: 4872.924805
	Iteration 19Q: 3 clusters Score -2938786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2938869.250000 Penalty: 4872.924805
	Iteration 20F: 3 clusters Score -2938869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2938852.250000 Penalty: 4872.924805
	Iteration 21Q: 3 clusters Score -2938852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2938863.750000 Penalty: 4872.924805
	Iteration 22Q: 3 clusters Score -2938864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2938918.000000 Penalty: 4872.924805
	Iteration 23Q: 3 clusters Score -2938918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2938930.750000 Penalty: 4872.924805
	Iteration 24Q: 3 clusters Score -2938931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2938904.000000 Penalty: 4872.924805
	Iteration 25Q: 3 clusters Score -2938904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2938864.500000 Penalty: 4872.924805
	Iteration 26Q: 3 clusters Score -2938864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938962.500000 Penalty: 4872.924805
	Iteration 27Q: 3 clusters Score -2938962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2938912.000000 Penalty: 4872.924805
	Iteration 28Q: 3 clusters Score -2938912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2938880.250000 Penalty: 4872.924805
	Iteration 29Q: 3 clusters Score -2938880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2938932.000000 Penalty: 4872.924805
	Iteration 30Q: 3 clusters Score -2938932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2938883.500000 Penalty: 4872.924805
	Iteration 31Q: 3 clusters Score -2938884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2938945.750000 Penalty: 4872.924805
	Iteration 32Q: 3 clusters Score -2938946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2938910.750000 Penalty: 4872.924805
	Iteration 33Q: 3 clusters Score -2938911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2938860.250000 Penalty: 4872.924805
	Iteration 34Q: 3 clusters Score -2938860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2938930.500000 Penalty: 4872.924805
	Iteration 35Q: 3 clusters Score -2938930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2938849.500000 Penalty: 4872.924805
	Iteration 36Q: 3 clusters Score -2938850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2938933.750000 Penalty: 4872.924805
	Iteration 37Q: 3 clusters Score -2938934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2938944.250000 Penalty: 4872.924805
	Iteration 38Q: 3 clusters Score -2938944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2938877.000000 Penalty: 4872.924805
	Iteration 39Q: 3 clusters Score -2938877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2938927.000000 Penalty: 4872.924805
	Iteration 40F: 3 clusters Score -2938927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2938891.000000 Penalty: 4872.924805
	Iteration 41Q: 3 clusters Score -2938891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938911.250000 Penalty: 4872.924805
	Iteration 42Q: 3 clusters Score -2938911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2938934.750000 Penalty: 4872.924805
	Iteration 43Q: 3 clusters Score -2938935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2938899.750000 Penalty: 4872.924805
	Iteration 44Q: 3 clusters Score -2938900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2938935.500000 Penalty: 4872.924805
	Iteration 45Q: 3 clusters Score -2938936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938923.000000 Penalty: 4872.924805
	Iteration 46Q: 3 clusters Score -2938923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2938939.750000 Penalty: 4872.924805
	Iteration 47Q: 3 clusters Score -2938940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2938917.250000 Penalty: 4872.924805
	Iteration 48Q: 3 clusters Score -2938917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938927.500000 Penalty: 4872.924805
	Iteration 49Q: 3 clusters Score -2938928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938932.250000 Penalty: 4872.924805
	Iteration 50Q: 3 clusters Score -2938932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938896.500000 Penalty: 4872.924805
	Iteration 51Q: 3 clusters Score -2938896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2938928.000000 Penalty: 4872.924805
	Iteration 52Q: 3 clusters Score -2938928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2938939.250000 Penalty: 4872.924805
	Iteration 53Q: 3 clusters Score -2938939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938903.500000 Penalty: 4872.924805
	Iteration 54Q: 3 clusters Score -2938904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2938910.750000 Penalty: 4872.924805
	Iteration 55Q: 3 clusters Score -2938911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2938829.750000 Penalty: 4872.924805
	Iteration 56Q: 3 clusters Score -2938830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938936.000000 Penalty: 4872.924805
	Iteration 57Q: 3 clusters Score -2938936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2938940.750000 Penalty: 4872.924805
	Iteration 58Q: 3 clusters Score -2938941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2938937.000000 Penalty: 4872.924805
	Iteration 59Q: 3 clusters Score -2938937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2938902.750000 Penalty: 4872.924805
	Iteration 60F: 3 clusters Score -2938903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2938945.000000 Penalty: 4872.924805
	Iteration 61Q: 3 clusters Score -2938945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2938945.750000 Penalty: 4872.924805
	Iteration 62Q: 3 clusters Score -2938946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2938961.250000 Penalty: 4872.924805
	Iteration 63Q: 3 clusters Score -2938961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2938837.500000 Penalty: 4872.924805
	Iteration 64Q: 3 clusters Score -2938838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2938903.000000 Penalty: 4872.924805
	Iteration 65Q: 3 clusters Score -2938903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2938810.500000 Penalty: 4872.924805
	Iteration 66Q: 3 clusters Score -2938810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2938901.750000 Penalty: 4872.924805
	Iteration 67Q: 3 clusters Score -2938902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2938960.500000 Penalty: 4872.924805
	Iteration 68Q: 3 clusters Score -2938960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2938892.250000 Penalty: 4872.924805
	Iteration 69Q: 3 clusters Score -2938892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2938885.000000 Penalty: 4872.924805
	Iteration 70Q: 3 clusters Score -2938885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2938963.000000 Penalty: 4872.924805
	Iteration 71Q: 3 clusters Score -2938963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2938902.250000 Penalty: 4872.924805
	Iteration 72Q: 3 clusters Score -2938902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2938955.500000 Penalty: 4872.924805
	Iteration 73Q: 3 clusters Score -2938956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2938920.250000 Penalty: 4872.924805
	Iteration 74Q: 3 clusters Score -2938920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2938938.000000 Penalty: 4872.924805
	Iteration 75Q: 3 clusters Score -2938938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2938909.250000 Penalty: 4872.924805
	Iteration 76Q: 3 clusters Score -2938909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2938926.000000 Penalty: 4872.924805
	Iteration 77Q: 3 clusters Score -2938926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2938934.000000 Penalty: 4872.924805
	Iteration 78Q: 3 clusters Score -2938934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938975.750000 Penalty: 4872.924805
	Iteration 79Q: 3 clusters Score -2938976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2938944.500000 Penalty: 4872.924805
	Iteration 80F: 3 clusters Score -2938944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2938890.750000 Penalty: 4872.924805
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2938920 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938904.250000 Penalty: 4872.924805
	Iteration 83Q: 3 clusters Score -2938904 nChanged 50
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Entering Unmasked Estep 
Score: -2938942.250000 Penalty: 4872.924805
	Iteration 84Q: 3 clusters Score -2938942 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938933.250000 Penalty: 4872.924805
	Iteration 85Q: 3 clusters Score -2938933 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2938909 nChanged 46
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Entering Unmasked Estep 
Score: -2938934.250000 Penalty: 4872.924805
	Iteration 87Q: 3 clusters Score -2938934 nChanged 62
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2938963 nChanged 50
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2938966 nChanged 44
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Entering Unmasked Estep 
Score: -2938922.250000 Penalty: 4872.924805
	Iteration 90Q: 3 clusters Score -2938922 nChanged 44
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Entering Unmasked Estep 
Score: -2938910.750000 Penalty: 4872.924805
	Iteration 91Q: 3 clusters Score -2938911 nChanged 48
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Entering Unmasked Estep 
Score: -2938924.500000 Penalty: 4872.924805
	Iteration 92Q: 3 clusters Score -2938924 nChanged 51
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2938880 nChanged 52
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2938942 nChanged 69
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	Iteration 95Q: 3 clusters Score -2938891 nChanged 32
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2938894 nChanged 50
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Entering Unmasked Estep 
Score: -2938936.250000 Penalty: 4872.924805
	Iteration 97Q: 3 clusters Score -2938936 nChanged 49
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2938947 nChanged 51
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Entering Unmasked Estep 
Score: -2938914.750000 Penalty: 4872.924805
	Iteration 99Q: 3 clusters Score -2938915 nChanged 58
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Entering Unmasked Estep 
Score: -2938872.000000 Penalty: 4872.924805
	Iteration 100F: 3 clusters Score -2938872 nChanged 67
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	Iteration 101Q: 3 clusters Score -2938909 nChanged 59
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Entering Unmasked Estep 
Score: -2938901.250000 Penalty: 4872.924805
	Iteration 102Q: 3 clusters Score -2938901 nChanged 53
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	Iteration 103Q: 3 clusters Score -2938936 nChanged 50
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	Iteration 104Q: 3 clusters Score -2938886 nChanged 54
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	Iteration 105Q: 3 clusters Score -2938893 nChanged 55
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	Iteration 106Q: 3 clusters Score -2938910 nChanged 70
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	Iteration 107Q: 3 clusters Score -2938921 nChanged 46
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	Iteration 108Q: 3 clusters Score -2938927 nChanged 56
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	Iteration 109Q: 3 clusters Score -2938899 nChanged 62
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	Iteration 110Q: 3 clusters Score -2938878 nChanged 61
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	Iteration 111Q: 3 clusters Score -2938933 nChanged 54
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	Iteration 112Q: 3 clusters Score -2938905 nChanged 59
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	Iteration 113Q: 3 clusters Score -2938900 nChanged 63
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	Iteration 114Q: 3 clusters Score -2938889 nChanged 53
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	Iteration 115Q: 3 clusters Score -2938918 nChanged 57
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	Iteration 116Q: 3 clusters Score -2938906 nChanged 46
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	Iteration 117Q: 3 clusters Score -2938925 nChanged 53
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	Iteration 118Q: 3 clusters Score -2938926 nChanged 61
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Entering Unmasked Estep 
Score: -2938914.250000 Penalty: 4872.924805
	Iteration 119Q: 3 clusters Score -2938914 nChanged 43
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Entering Unmasked Estep 
Score: -2938848.250000 Penalty: 4872.924805
	Iteration 120F: 3 clusters Score -2938848 nChanged 63
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2938904 nChanged 57
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	Iteration 122Q: 3 clusters Score -2938896 nChanged 58
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	Iteration 123Q: 3 clusters Score -2938937 nChanged 63
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	Iteration 124Q: 3 clusters Score -2938937 nChanged 51
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	Iteration 125Q: 3 clusters Score -2938960 nChanged 48
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	Iteration 126Q: 3 clusters Score -2938957 nChanged 31
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Entering Unmasked Estep 
Score: -2938926.500000 Penalty: 4872.924805
	Iteration 127Q: 3 clusters Score -2938926 nChanged 41
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	Iteration 128Q: 3 clusters Score -2938968 nChanged 38
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2938884 nChanged 54
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	Iteration 130Q: 3 clusters Score -2938913 nChanged 45
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2938890 nChanged 66
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	Iteration 132Q: 3 clusters Score -2938934 nChanged 58
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Entering Unmasked Estep 
Score: -2938954.750000 Penalty: 4872.924805
	Iteration 133Q: 3 clusters Score -2938955 nChanged 50
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	Iteration 134Q: 3 clusters Score -2938936 nChanged 49
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	Iteration 135Q: 3 clusters Score -2938869 nChanged 67
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	Iteration 136Q: 3 clusters Score -2938909 nChanged 69
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	Iteration 137Q: 3 clusters Score -2938920 nChanged 65
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	Iteration 138Q: 3 clusters Score -2938926 nChanged 56
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	Iteration 139Q: 3 clusters Score -2938918 nChanged 42
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Entering Unmasked Estep 
Score: -2938931.500000 Penalty: 4872.924805
	Iteration 140F: 3 clusters Score -2938932 nChanged 63
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -2938897 nChanged 66
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Score: -2938922.750000 Penalty: 4872.924805
	Iteration 142Q: 3 clusters Score -2938923 nChanged 57
Entering Unmasked Mstep 
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Score: -2938932.500000 Penalty: 4872.924805
	Iteration 143Q: 3 clusters Score -2938932 nChanged 55
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	Iteration 144Q: 3 clusters Score -2938949 nChanged 71
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	Iteration 145Q: 3 clusters Score -2938978 nChanged 58
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	Iteration 146Q: 3 clusters Score -2938966 nChanged 25
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2938935 nChanged 46
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	Iteration 148Q: 3 clusters Score -2938899 nChanged 63
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	Iteration 149Q: 3 clusters Score -2938906 nChanged 51
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Score: -2938943.250000 Penalty: 4872.924805
	Iteration 150Q: 3 clusters Score -2938943 nChanged 40
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	Iteration 151Q: 3 clusters Score -2938926 nChanged 44
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	Iteration 152Q: 3 clusters Score -2938870 nChanged 44
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2938932 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938917.500000 Penalty: 4872.924805
	Iteration 154Q: 3 clusters Score -2938918 nChanged 43
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	Iteration 155Q: 3 clusters Score -2938932 nChanged 66
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	Iteration 156Q: 3 clusters Score -2938936 nChanged 44
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	Iteration 157Q: 3 clusters Score -2938942 nChanged 55
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	Iteration 158Q: 3 clusters Score -2938936 nChanged 58
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	Iteration 159Q: 3 clusters Score -2938890 nChanged 47
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Entering Unmasked Estep 
Score: -2938933.500000 Penalty: 4872.924805
	Iteration 160F: 3 clusters Score -2938934 nChanged 55
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	Iteration 161Q: 3 clusters Score -2938938 nChanged 52
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	Iteration 162Q: 3 clusters Score -2938848 nChanged 68
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	Iteration 163Q: 3 clusters Score -2938899 nChanged 71
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Score: -2938916.750000 Penalty: 4872.924805
	Iteration 164Q: 3 clusters Score -2938917 nChanged 62
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	Iteration 165Q: 3 clusters Score -2938943 nChanged 50
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	Iteration 166Q: 3 clusters Score -2938927 nChanged 48
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	Iteration 167Q: 3 clusters Score -2938949 nChanged 45
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	Iteration 168Q: 3 clusters Score -2938920 nChanged 45
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	Iteration 169Q: 3 clusters Score -2938940 nChanged 45
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	Iteration 170Q: 3 clusters Score -2938935 nChanged 62
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	Iteration 171Q: 3 clusters Score -2938902 nChanged 53
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	Iteration 172Q: 3 clusters Score -2938907 nChanged 50
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	Iteration 173Q: 3 clusters Score -2938920 nChanged 59
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	Iteration 174Q: 3 clusters Score -2938916 nChanged 66
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Entering Unmasked Estep 
Score: -2938880.000000 Penalty: 4872.924805
	Iteration 175Q: 3 clusters Score -2938880 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938938.500000 Penalty: 4872.924805
	Iteration 176Q: 3 clusters Score -2938938 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938915.750000 Penalty: 4872.924805
	Iteration 177Q: 3 clusters Score -2938916 nChanged 54
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2938932 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938877.750000 Penalty: 4872.924805
	Iteration 179Q: 3 clusters Score -2938878 nChanged 50
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Entering Unmasked Estep 
Score: -2938925.750000 Penalty: 4872.924805
	Iteration 180F: 3 clusters Score -2938926 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938933.750000 Penalty: 4872.924805
	Iteration 181Q: 3 clusters Score -2938934 nChanged 49
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2938874 nChanged 46
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Entering Unmasked Estep 
Score: -2938893.250000 Penalty: 4872.924805
	Iteration 183Q: 3 clusters Score -2938893 nChanged 61
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2938904 nChanged 57
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2938926 nChanged 47
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2938860 nChanged 61
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2938926 nChanged 54
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Entering Unmasked Estep 
Score: -2938920.500000 Penalty: 4872.924805
	Iteration 188Q: 3 clusters Score -2938920 nChanged 55
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2938920 nChanged 47
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Entering Unmasked Estep 
Score: -2938912.000000 Penalty: 4872.924805
	Iteration 190Q: 3 clusters Score -2938912 nChanged 57
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2938931 nChanged 54
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Entering Unmasked Estep 
Score: -2938933.750000 Penalty: 4872.924805
	Iteration 192Q: 3 clusters Score -2938934 nChanged 37
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2938896 nChanged 50
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2938958 nChanged 50
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	Iteration 195Q: 3 clusters Score -2938949 nChanged 52
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2938856 nChanged 64
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2938920 nChanged 57
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2938950 nChanged 47
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2938950 nChanged 43
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Entering Unmasked Estep 
Score: -2938925.500000 Penalty: 4872.924805
	Iteration 200F: 3 clusters Score -2938926 nChanged 44
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2938948 nChanged 47
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2938926 nChanged 43
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2938950 nChanged 61
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	Iteration 204Q: 3 clusters Score -2938926 nChanged 50
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Entering Unmasked Estep 
Score: -2938913.000000 Penalty: 4872.924805
	Iteration 205Q: 3 clusters Score -2938913 nChanged 37
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	Iteration 206Q: 3 clusters Score -2938890 nChanged 46
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	Iteration 207Q: 3 clusters Score -2938930 nChanged 53
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2938958 nChanged 46
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2938932 nChanged 65
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	Iteration 210Q: 3 clusters Score -2938903 nChanged 56
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2938941 nChanged 61
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	Iteration 212Q: 3 clusters Score -2938871 nChanged 60
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	Iteration 213Q: 3 clusters Score -2938872 nChanged 69
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	Iteration 214Q: 3 clusters Score -2938931 nChanged 44
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Entering Unmasked Estep 
Score: -2938910.500000 Penalty: 4872.924805
	Iteration 215Q: 3 clusters Score -2938910 nChanged 49
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2938947 nChanged 51
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2938907 nChanged 52
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2938932 nChanged 50
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	Iteration 219Q: 3 clusters Score -2938914 nChanged 47
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Entering Unmasked Estep 
Score: -2938939.750000 Penalty: 4872.924805
	Iteration 220F: 3 clusters Score -2938940 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2938904 nChanged 52
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Entering Unmasked Estep 
Score: -2938921.000000 Penalty: 4872.924805
	Iteration 222Q: 3 clusters Score -2938921 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2938932 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938942.500000 Penalty: 4872.924805
	Iteration 224Q: 3 clusters Score -2938942 nChanged 54
Entering Unmasked Mstep 
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	Iteration 225Q: 3 clusters Score -2938881 nChanged 53
Entering Unmasked Mstep 
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	Iteration 226Q: 3 clusters Score -2938930 nChanged 45
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	Iteration 227Q: 3 clusters Score -2938930 nChanged 47
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Entering Unmasked Estep 
Score: -2938925.500000 Penalty: 4872.924805
	Iteration 228Q: 3 clusters Score -2938926 nChanged 53
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Entering Unmasked Estep 
Score: -2938917.250000 Penalty: 4872.924805
	Iteration 229Q: 3 clusters Score -2938917 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938868.250000 Penalty: 4872.924805
	Iteration 230Q: 3 clusters Score -2938868 nChanged 55
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Entering Unmasked Estep 
Score: -2938948.000000 Penalty: 4872.924805
	Iteration 231Q: 3 clusters Score -2938948 nChanged 59
Entering Unmasked Mstep 
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	Iteration 232Q: 3 clusters Score -2938884 nChanged 55
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	Iteration 233Q: 3 clusters Score -2938913 nChanged 56
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	Iteration 234Q: 3 clusters Score -2938900 nChanged 64
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	Iteration 235Q: 3 clusters Score -2938889 nChanged 58
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	Iteration 236Q: 3 clusters Score -2938887 nChanged 48
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	Iteration 237Q: 3 clusters Score -2938964 nChanged 50
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Score: -2938947.250000 Penalty: 4872.924805
	Iteration 238Q: 3 clusters Score -2938947 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938953.250000 Penalty: 4872.924805
	Iteration 239Q: 3 clusters Score -2938953 nChanged 43
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2938946 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938904.750000 Penalty: 4872.924805
	Iteration 241Q: 3 clusters Score -2938905 nChanged 44
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2938866 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2938904 nChanged 49
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2938942 nChanged 48
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	Iteration 245Q: 3 clusters Score -2938895 nChanged 52
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Score: -2938916.500000 Penalty: 4872.924805
	Iteration 246Q: 3 clusters Score -2938916 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2938916 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938949.500000 Penalty: 4872.924805
	Iteration 248Q: 3 clusters Score -2938950 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938925.250000 Penalty: 4872.924805
	Iteration 249Q: 3 clusters Score -2938925 nChanged 46
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2938891 nChanged 58
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	Iteration 251Q: 3 clusters Score -2938896 nChanged 44
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Entering Unmasked Estep 
Score: -2938901.250000 Penalty: 4872.924805
	Iteration 252Q: 3 clusters Score -2938901 nChanged 50
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	Iteration 253Q: 3 clusters Score -2938965 nChanged 49
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	Iteration 254Q: 3 clusters Score -2938931 nChanged 54
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	Iteration 255Q: 3 clusters Score -2938974 nChanged 56
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Entering Unmasked Estep 
Score: -2938938.250000 Penalty: 4872.924805
	Iteration 256Q: 3 clusters Score -2938938 nChanged 40
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2938930 nChanged 47
Entering Unmasked Mstep 
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	Iteration 258Q: 3 clusters Score -2938938 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2938940.500000 Penalty: 4872.924805
	Iteration 259Q: 3 clusters Score -2938940 nChanged 44
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2938951 nChanged 45
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	Iteration 261Q: 3 clusters Score -2938927 nChanged 43
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	Iteration 262Q: 3 clusters Score -2938950 nChanged 43
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Score: -2938913.750000 Penalty: 4872.924805
	Iteration 263Q: 3 clusters Score -2938914 nChanged 62
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2938872 nChanged 52
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Entering Unmasked Estep 
Score: -2938921.750000 Penalty: 4872.924805
	Iteration 265Q: 3 clusters Score -2938922 nChanged 47
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Score: -2938929.250000 Penalty: 4872.924805
	Iteration 266Q: 3 clusters Score -2938929 nChanged 44
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	Iteration 267Q: 3 clusters Score -2938944 nChanged 55
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Score: -2938909.500000 Penalty: 4872.924805
	Iteration 268Q: 3 clusters Score -2938910 nChanged 61
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Score: -2938911.000000 Penalty: 4872.924805
	Iteration 269Q: 3 clusters Score -2938911 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2938937 nChanged 56
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2938910 nChanged 51
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2938938 nChanged 52
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2938912 nChanged 50
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	Iteration 274Q: 3 clusters Score -2938886 nChanged 54
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Entering Unmasked Estep 
Score: -2938913.000000 Penalty: 4872.924805
	Iteration 275Q: 3 clusters Score -2938913 nChanged 60
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	Iteration 276Q: 3 clusters Score -2938903 nChanged 68
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	Iteration 277Q: 3 clusters Score -2938911 nChanged 61
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	Iteration 278Q: 3 clusters Score -2938933 nChanged 65
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Entering Unmasked Estep 
Score: -2938957.500000 Penalty: 4872.924805
	Iteration 279Q: 3 clusters Score -2938958 nChanged 47
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -2938912 nChanged 44
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	Iteration 281Q: 3 clusters Score -2938888 nChanged 54
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2938919 nChanged 54
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	Iteration 283Q: 3 clusters Score -2938892 nChanged 54
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	Iteration 284Q: 3 clusters Score -2938909 nChanged 66
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Entering Unmasked Estep 
Score: -2938921.250000 Penalty: 4872.924805
	Iteration 285Q: 3 clusters Score -2938921 nChanged 61
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	Iteration 286Q: 3 clusters Score -2938894 nChanged 62
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	Iteration 287Q: 3 clusters Score -2938920 nChanged 66
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	Iteration 288Q: 3 clusters Score -2938894 nChanged 66
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	Iteration 289Q: 3 clusters Score -2938870 nChanged 74
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	Iteration 290Q: 3 clusters Score -2938901 nChanged 56
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	Iteration 291Q: 3 clusters Score -2938908 nChanged 61
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	Iteration 292Q: 3 clusters Score -2938892 nChanged 51
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	Iteration 293Q: 3 clusters Score -2938910 nChanged 75
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	Iteration 294Q: 3 clusters Score -2938931 nChanged 46
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	Iteration 295Q: 3 clusters Score -2938872 nChanged 54
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	Iteration 296Q: 3 clusters Score -2938888 nChanged 62
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	Iteration 297Q: 3 clusters Score -2938943 nChanged 49
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	Iteration 298Q: 3 clusters Score -2938901 nChanged 59
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	Iteration 299Q: 3 clusters Score -2938921 nChanged 62
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	Iteration 300F: 3 clusters Score -2938892 nChanged 63
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	Iteration 301Q: 3 clusters Score -2938843 nChanged 65
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	Iteration 302Q: 3 clusters Score -2938936 nChanged 52
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	Iteration 303Q: 3 clusters Score -2938899 nChanged 69
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	Iteration 304Q: 3 clusters Score -2938896 nChanged 56
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	Iteration 305Q: 3 clusters Score -2938956 nChanged 40
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	Iteration 306Q: 3 clusters Score -2938902 nChanged 57
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	Iteration 307Q: 3 clusters Score -2938972 nChanged 45
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	Iteration 308Q: 3 clusters Score -2938919 nChanged 51
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	Iteration 309Q: 3 clusters Score -2938952 nChanged 53
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	Iteration 310Q: 3 clusters Score -2938876 nChanged 50
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	Iteration 311Q: 3 clusters Score -2938856 nChanged 57
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	Iteration 312Q: 3 clusters Score -2938944 nChanged 45
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	Iteration 313Q: 3 clusters Score -2938935 nChanged 48
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	Iteration 314Q: 3 clusters Score -2938931 nChanged 48
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	Iteration 315Q: 3 clusters Score -2938955 nChanged 38
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	Iteration 316Q: 3 clusters Score -2938908 nChanged 51
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	Iteration 317Q: 3 clusters Score -2938951 nChanged 59
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	Iteration 318Q: 3 clusters Score -2938948 nChanged 49
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	Iteration 319Q: 3 clusters Score -2938928 nChanged 44
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Score: -2938918.750000 Penalty: 4872.924805
	Iteration 320F: 3 clusters Score -2938919 nChanged 55
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	Iteration 321Q: 3 clusters Score -2938888 nChanged 51
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	Iteration 322Q: 3 clusters Score -2938871 nChanged 60
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	Iteration 323Q: 3 clusters Score -2938915 nChanged 67
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	Iteration 324Q: 3 clusters Score -2938933 nChanged 50
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	Iteration 325Q: 3 clusters Score -2938890 nChanged 69
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	Iteration 326Q: 3 clusters Score -2938955 nChanged 52
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	Iteration 327Q: 3 clusters Score -2938900 nChanged 46
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	Iteration 328Q: 3 clusters Score -2938938 nChanged 56
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	Iteration 329Q: 3 clusters Score -2938872 nChanged 57
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	Iteration 330Q: 3 clusters Score -2938894 nChanged 62
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	Iteration 331Q: 3 clusters Score -2938936 nChanged 45
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	Iteration 332Q: 3 clusters Score -2938944 nChanged 58
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	Iteration 333Q: 3 clusters Score -2938953 nChanged 47
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	Iteration 334Q: 3 clusters Score -2938948 nChanged 41
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	Iteration 335Q: 3 clusters Score -2938907 nChanged 56
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	Iteration 336Q: 3 clusters Score -2938945 nChanged 46
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	Iteration 337Q: 3 clusters Score -2938925 nChanged 63
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	Iteration 338Q: 3 clusters Score -2938914 nChanged 51
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	Iteration 339Q: 3 clusters Score -2938916 nChanged 52
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	Iteration 340F: 3 clusters Score -2938906 nChanged 48
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	Iteration 341Q: 3 clusters Score -2938867 nChanged 64
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	Iteration 342Q: 3 clusters Score -2938934 nChanged 60
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	Iteration 343Q: 3 clusters Score -2938921 nChanged 53
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	Iteration 344Q: 3 clusters Score -2938884 nChanged 69
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	Iteration 345Q: 3 clusters Score -2938940 nChanged 60
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	Iteration 346Q: 3 clusters Score -2938945 nChanged 51
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	Iteration 347Q: 3 clusters Score -2938869 nChanged 76
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	Iteration 348Q: 3 clusters Score -2938952 nChanged 55
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	Iteration 349Q: 3 clusters Score -2938894 nChanged 64
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	Iteration 350Q: 3 clusters Score -2938914 nChanged 43
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	Iteration 351Q: 3 clusters Score -2938871 nChanged 57
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	Iteration 352Q: 3 clusters Score -2938942 nChanged 54
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	Iteration 353Q: 3 clusters Score -2938930 nChanged 50
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	Iteration 354Q: 3 clusters Score -2938978 nChanged 51
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	Iteration 355Q: 3 clusters Score -2938913 nChanged 39
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	Iteration 356Q: 3 clusters Score -2938899 nChanged 59
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	Iteration 357Q: 3 clusters Score -2938903 nChanged 49
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	Iteration 358Q: 3 clusters Score -2938910 nChanged 52
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	Iteration 359Q: 3 clusters Score -2938961 nChanged 52
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	Iteration 360F: 3 clusters Score -2938874 nChanged 40
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	Iteration 361Q: 3 clusters Score -2938902 nChanged 53
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	Iteration 362Q: 3 clusters Score -2938922 nChanged 46
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Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2938905 nChanged 63
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	Iteration 366Q: 3 clusters Score -2938961 nChanged 57
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2938933 nChanged 39
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Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -2938896 nChanged 58
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Entering Unmasked Estep 
Score: -2938901.250000 Penalty: 4872.924805
	Iteration 369Q: 3 clusters Score -2938901 nChanged 50
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	Iteration 370Q: 3 clusters Score -2938904 nChanged 62
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	Iteration 371Q: 3 clusters Score -2938947 nChanged 61
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	Iteration 372Q: 3 clusters Score -2938900 nChanged 66
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	Iteration 373Q: 3 clusters Score -2938833 nChanged 54
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	Iteration 374Q: 3 clusters Score -2938891 nChanged 61
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	Iteration 375Q: 3 clusters Score -2938924 nChanged 60
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	Iteration 376Q: 3 clusters Score -2938932 nChanged 55
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	Iteration 377Q: 3 clusters Score -2938934 nChanged 53
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	Iteration 378Q: 3 clusters Score -2938922 nChanged 52
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	Iteration 379Q: 3 clusters Score -2938930 nChanged 41
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	Iteration 380F: 3 clusters Score -2938891 nChanged 64
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	Iteration 382Q: 3 clusters Score -2938894 nChanged 58
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	Iteration 383Q: 3 clusters Score -2938887 nChanged 55
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	Iteration 384Q: 3 clusters Score -2938841 nChanged 57
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	Iteration 386Q: 3 clusters Score -2938923 nChanged 47
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	Iteration 387Q: 3 clusters Score -2938895 nChanged 80
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	Iteration 388Q: 3 clusters Score -2938923 nChanged 73
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	Iteration 392Q: 3 clusters Score -2938887 nChanged 58
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	Iteration 393Q: 3 clusters Score -2938955 nChanged 54
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	Iteration 394Q: 3 clusters Score -2938948 nChanged 56
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	Iteration 397Q: 3 clusters Score -2938912 nChanged 58
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	Iteration 399Q: 3 clusters Score -2938939 nChanged 27
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	Iteration 400F: 3 clusters Score -2938899 nChanged 61
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	Iteration 401Q: 3 clusters Score -2938858 nChanged 49
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	Iteration 402Q: 3 clusters Score -2938917 nChanged 49
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	Iteration 403Q: 3 clusters Score -2938881 nChanged 58
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	Iteration 404Q: 3 clusters Score -2938859 nChanged 65
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	Iteration 405Q: 3 clusters Score -2938893 nChanged 74
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	Iteration 406Q: 3 clusters Score -2938864 nChanged 38
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	Iteration 407Q: 3 clusters Score -2938917 nChanged 53
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	Iteration 408Q: 3 clusters Score -2938886 nChanged 58
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	Iteration 409Q: 3 clusters Score -2938931 nChanged 57
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	Iteration 410Q: 3 clusters Score -2938854 nChanged 62
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	Iteration 411Q: 3 clusters Score -2938874 nChanged 61
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	Iteration 412Q: 3 clusters Score -2938844 nChanged 80
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	Iteration 413Q: 3 clusters Score -2938918 nChanged 47
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	Iteration 414Q: 3 clusters Score -2938914 nChanged 50
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	Iteration 415Q: 3 clusters Score -2938951 nChanged 42
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	Iteration 416Q: 3 clusters Score -2938957 nChanged 53
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	Iteration 417Q: 3 clusters Score -2938952 nChanged 59
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	Iteration 418Q: 3 clusters Score -2938906 nChanged 57
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	Iteration 419Q: 3 clusters Score -2938937 nChanged 49
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	Iteration 420F: 3 clusters Score -2938939 nChanged 40
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	Iteration 421Q: 3 clusters Score -2938888 nChanged 59
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	Iteration 422Q: 3 clusters Score -2938942 nChanged 46
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	Iteration 423Q: 3 clusters Score -2938973 nChanged 37
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	Iteration 424Q: 3 clusters Score -2938893 nChanged 45
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	Iteration 425Q: 3 clusters Score -2938927 nChanged 63
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	Iteration 426Q: 3 clusters Score -2938858 nChanged 72
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	Iteration 427Q: 3 clusters Score -2938946 nChanged 67
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	Iteration 428Q: 3 clusters Score -2938902 nChanged 59
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	Iteration 429Q: 3 clusters Score -2938913 nChanged 61
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	Iteration 430Q: 3 clusters Score -2938929 nChanged 56
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	Iteration 431Q: 3 clusters Score -2938922 nChanged 48
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	Iteration 432Q: 3 clusters Score -2938947 nChanged 40
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	Iteration 433Q: 3 clusters Score -2938948 nChanged 50
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	Iteration 434Q: 3 clusters Score -2938948 nChanged 48
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	Iteration 435Q: 3 clusters Score -2938948 nChanged 39
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	Iteration 436Q: 3 clusters Score -2938945 nChanged 44
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	Iteration 437Q: 3 clusters Score -2938935 nChanged 54
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	Iteration 438Q: 3 clusters Score -2938925 nChanged 43
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	Iteration 439Q: 3 clusters Score -2938892 nChanged 54
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	Iteration 440F: 3 clusters Score -2938946 nChanged 57
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	Iteration 441Q: 3 clusters Score -2938892 nChanged 51
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	Iteration 442Q: 3 clusters Score -2938926 nChanged 52
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	Iteration 443Q: 3 clusters Score -2938952 nChanged 34
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	Iteration 444Q: 3 clusters Score -2938923 nChanged 44
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	Iteration 445Q: 3 clusters Score -2938853 nChanged 55
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	Iteration 446Q: 3 clusters Score -2938939 nChanged 50
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	Iteration 447Q: 3 clusters Score -2938933 nChanged 43
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	Iteration 448Q: 3 clusters Score -2938946 nChanged 66
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	Iteration 449Q: 3 clusters Score -2938868 nChanged 65
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	Iteration 450Q: 3 clusters Score -2938930 nChanged 75
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	Iteration 451Q: 3 clusters Score -2938944 nChanged 47
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	Iteration 452Q: 3 clusters Score -2938937 nChanged 47
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	Iteration 453Q: 3 clusters Score -2938898 nChanged 51
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	Iteration 454Q: 3 clusters Score -2938916 nChanged 53
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	Iteration 455Q: 3 clusters Score -2938901 nChanged 68
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	Iteration 456Q: 3 clusters Score -2938882 nChanged 57
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Entering Unmasked Estep 
Score: -2938920.250000 Penalty: 4872.924805
	Iteration 457Q: 3 clusters Score -2938920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2938935.000000 Penalty: 4872.924805
	Iteration 458Q: 3 clusters Score -2938935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2938922.250000 Penalty: 4872.924805
	Iteration 459Q: 3 clusters Score -2938922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2938941.500000 Penalty: 4872.924805
	Iteration 460F: 3 clusters Score -2938942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938943.000000 Penalty: 4872.924805
	Iteration 461Q: 3 clusters Score -2938943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938943.000000 Penalty: 4872.924805
	Iteration 462Q: 3 clusters Score -2938943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2938894.500000 Penalty: 4872.924805
	Iteration 463Q: 3 clusters Score -2938894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2938901.500000 Penalty: 4872.924805
	Iteration 464Q: 3 clusters Score -2938902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2938868.500000 Penalty: 4872.924805
	Iteration 465Q: 3 clusters Score -2938868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2938952.750000 Penalty: 4872.924805
	Iteration 466Q: 3 clusters Score -2938953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2938914.750000 Penalty: 4872.924805
	Iteration 467Q: 3 clusters Score -2938915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938871.250000 Penalty: 4872.924805
	Iteration 468Q: 3 clusters Score -2938871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938878.000000 Penalty: 4872.924805
	Iteration 469Q: 3 clusters Score -2938878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2938960.000000 Penalty: 4872.924805
	Iteration 470Q: 3 clusters Score -2938960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2938881.500000 Penalty: 4872.924805
	Iteration 471Q: 3 clusters Score -2938882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2938920.000000 Penalty: 4872.924805
	Iteration 472Q: 3 clusters Score -2938920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938939.000000 Penalty: 4872.924805
	Iteration 473Q: 3 clusters Score -2938939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2938858.750000 Penalty: 4872.924805
	Iteration 474Q: 3 clusters Score -2938859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938944.500000 Penalty: 4872.924805
	Iteration 475Q: 3 clusters Score -2938944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2938929.250000 Penalty: 4872.924805
	Iteration 476Q: 3 clusters Score -2938929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2938892.750000 Penalty: 4872.924805
	Iteration 477Q: 3 clusters Score -2938893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2938931.250000 Penalty: 4872.924805
	Iteration 478Q: 3 clusters Score -2938931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2938939.250000 Penalty: 4872.924805
	Iteration 479Q: 3 clusters Score -2938939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938899.000000 Penalty: 4872.924805
	Iteration 480F: 3 clusters Score -2938899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2938901.500000 Penalty: 4872.924805
	Iteration 481Q: 3 clusters Score -2938902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2938923.750000 Penalty: 4872.924805
	Iteration 482Q: 3 clusters Score -2938924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938872.000000 Penalty: 4872.924805
	Iteration 483Q: 3 clusters Score -2938872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2938926.500000 Penalty: 4872.924805
	Iteration 484Q: 3 clusters Score -2938926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2938943.500000 Penalty: 4872.924805
	Iteration 485Q: 3 clusters Score -2938944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2938964.250000 Penalty: 4872.924805
	Iteration 486Q: 3 clusters Score -2938964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2938875.250000 Penalty: 4872.924805
	Iteration 487Q: 3 clusters Score -2938875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938953.000000 Penalty: 4872.924805
	Iteration 488Q: 3 clusters Score -2938953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938928.250000 Penalty: 4872.924805
	Iteration 489Q: 3 clusters Score -2938928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938927.750000 Penalty: 4872.924805
	Iteration 490Q: 3 clusters Score -2938928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2938928.000000 Penalty: 4872.924805
	Iteration 491Q: 3 clusters Score -2938928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2938888.250000 Penalty: 4872.924805
	Iteration 492Q: 3 clusters Score -2938888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938884.000000 Penalty: 4872.924805
	Iteration 493Q: 3 clusters Score -2938884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2938898.750000 Penalty: 4872.924805
	Iteration 494Q: 3 clusters Score -2938899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938856.750000 Penalty: 4872.924805
	Iteration 495Q: 3 clusters Score -2938857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2938918.500000 Penalty: 4872.924805
	Iteration 496Q: 3 clusters Score -2938918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2938896.500000 Penalty: 4872.924805
	Iteration 497Q: 3 clusters Score -2938896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2938923.500000 Penalty: 4872.924805
	Iteration 498Q: 3 clusters Score -2938924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2938888.000000 Penalty: 4872.924805
	Iteration 499Q: 3 clusters Score -2938888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2938928.500000 Penalty: 4872.924805
	Iteration 500F: 3 clusters Score -2938928 nChanged 45
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 120393 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 57974 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Entering Unmasked Estep 
Score: -134155440.000000 Penalty: 86320.968750
Splitting cluster 4 changes total score from -134089472.000000 to -134155440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (120393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Entering Unmasked Estep 
Score: -14909984.000000 Penalty: 2901.232178
	Iteration 0F: 2 clusters Score -1.490998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -14829375.000000 Penalty: 5802.464355
	Iteration 0F: 3 clusters Score -1.482938e+07 nChanged 57421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -14862258.000000 Penalty: 5802.464355
	Iteration 1F: 3 clusters Score -1.486226e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -14863803.000000 Penalty: 5802.464355
	Iteration 2Q: 3 clusters Score -1.48638e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -14866443.000000 Penalty: 5802.464355
	Iteration 3Q: 3 clusters Score -1.486644e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -14870505.000000 Penalty: 5802.464355
	Iteration 4Q: 3 clusters Score -1.48705e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -14875335.000000 Penalty: 5802.464355
	Iteration 5F: 3 clusters Score -1.487534e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -14880252.000000 Penalty: 5802.464355
	Iteration 6F: 3 clusters Score -1.488025e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -14884669.000000 Penalty: 5802.464355
	Iteration 7F: 3 clusters Score -1.488467e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -14889081.000000 Penalty: 5802.464355
	Iteration 8F: 3 clusters Score -1.488908e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -14894167.000000 Penalty: 5802.464355
	Iteration 9F: 3 clusters Score -1.489417e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -14899867.000000 Penalty: 5802.464355
	Iteration 10F: 3 clusters Score -1.489987e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -14905410.000000 Penalty: 5802.464355
	Iteration 11F: 3 clusters Score -1.490541e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -14910292.000000 Penalty: 5802.464355
	Iteration 12Q: 3 clusters Score -1.491029e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -14914098.000000 Penalty: 5802.464355
	Iteration 13Q: 3 clusters Score -1.49141e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -14916841.000000 Penalty: 5802.464355
	Iteration 14Q: 3 clusters Score -1.491684e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -14918688.000000 Penalty: 5802.464355
	Iteration 15Q: 3 clusters Score -1.491869e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -14919482.000000 Penalty: 5802.464355
	Iteration 16Q: 3 clusters Score -1.491948e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -14919803.000000 Penalty: 5802.464355
	Iteration 17Q: 3 clusters Score -1.49198e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -14919891.000000 Penalty: 5802.464355
	Iteration 18Q: 3 clusters Score -1.491989e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -14919905.000000 Penalty: 5802.464355
	Iteration 19Q: 3 clusters Score -1.49199e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -14919889.000000 Penalty: 5802.464355
	Iteration 20F: 3 clusters Score -1.491989e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -14919925.000000 Penalty: 5802.464355
	Iteration 21Q: 3 clusters Score -1.491992e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -14919914.000000 Penalty: 5802.464355
	Iteration 22Q: 3 clusters Score -1.491991e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -14919932.000000 Penalty: 5802.464355
	Iteration 23Q: 3 clusters Score -1.491993e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -14919962.000000 Penalty: 5802.464355
	Iteration 24Q: 3 clusters Score -1.491996e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -14919996.000000 Penalty: 5802.464355
	Iteration 25Q: 3 clusters Score -1.492e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -14920034.000000 Penalty: 5802.464355
	Iteration 26Q: 3 clusters Score -1.492003e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -14920037.000000 Penalty: 5802.464355
	Iteration 27Q: 3 clusters Score -1.492004e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -14920048.000000 Penalty: 5802.464355
	Iteration 28Q: 3 clusters Score -1.492005e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -14920082.000000 Penalty: 5802.464355
	Iteration 29Q: 3 clusters Score -1.492008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -14920111.000000 Penalty: 5802.464355
	Iteration 30Q: 3 clusters Score -1.492011e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107396 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -14920125.000000 Penalty: 5802.464355
	Iteration 31Q: 3 clusters Score -1.492012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107456 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -14920129.000000 Penalty: 5802.464355
	Iteration 32Q: 3 clusters Score -1.492013e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -14920137.000000 Penalty: 5802.464355
	Iteration 33Q: 3 clusters Score -1.492014e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -14920148.000000 Penalty: 5802.464355
	Iteration 34Q: 3 clusters Score -1.492015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -14920145.000000 Penalty: 5802.464355
	Iteration 35Q: 3 clusters Score -1.492014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -14920138.000000 Penalty: 5802.464355
	Iteration 36Q: 3 clusters Score -1.492014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -14920158.000000 Penalty: 5802.464355
	Iteration 37Q: 3 clusters Score -1.492016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -14920131.000000 Penalty: 5802.464355
	Iteration 38Q: 3 clusters Score -1.492013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -14920131.000000 Penalty: 5802.464355
	Iteration 39Q: 3 clusters Score -1.492013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -14920147.000000 Penalty: 5802.464355
	Iteration 40F: 3 clusters Score -1.492015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -14920132.000000 Penalty: 5802.464355
	Iteration 41Q: 3 clusters Score -1.492013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -14920144.000000 Penalty: 5802.464355
	Iteration 42Q: 3 clusters Score -1.492014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -14920122.000000 Penalty: 5802.464355
	Iteration 43Q: 3 clusters Score -1.492012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -14920122.000000 Penalty: 5802.464355
	Iteration 44Q: 3 clusters Score -1.492012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -14920144.000000 Penalty: 5802.464355
	Iteration 45Q: 3 clusters Score -1.492014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -14920159.000000 Penalty: 5802.464355
	Iteration 46Q: 3 clusters Score -1.492016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -14920184.000000 Penalty: 5802.464355
	Iteration 47Q: 3 clusters Score -1.492018e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -14920162.000000 Penalty: 5802.464355
	Iteration 48Q: 3 clusters Score -1.492016e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -14920163.000000 Penalty: 5802.464355
	Iteration 49Q: 3 clusters Score -1.492016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -14920184.000000 Penalty: 5802.464355
	Iteration 50Q: 3 clusters Score -1.492018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -14920153.000000 Penalty: 5802.464355
	Iteration 51Q: 3 clusters Score -1.492015e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -14920180.000000 Penalty: 5802.464355
	Iteration 52Q: 3 clusters Score -1.492018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -14920184.000000 Penalty: 5802.464355
	Iteration 53Q: 3 clusters Score -1.492018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108634 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -14920221.000000 Penalty: 5802.464355
	Iteration 54Q: 3 clusters Score -1.492022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -14920223.000000 Penalty: 5802.464355
	Iteration 55Q: 3 clusters Score -1.492022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -14920220.000000 Penalty: 5802.464355
	Iteration 56Q: 3 clusters Score -1.492022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -14920227.000000 Penalty: 5802.464355
	Iteration 57Q: 3 clusters Score -1.492023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -14920236.000000 Penalty: 5802.464355
	Iteration 58Q: 3 clusters Score -1.492024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -14920229.000000 Penalty: 5802.464355
	Iteration 59Q: 3 clusters Score -1.492023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -14920246.000000 Penalty: 5802.464355
	Iteration 60F: 3 clusters Score -1.492025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -14920235.000000 Penalty: 5802.464355
	Iteration 61Q: 3 clusters Score -1.492024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -14920240.000000 Penalty: 5802.464355
	Iteration 62Q: 3 clusters Score -1.492024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -14920231.000000 Penalty: 5802.464355
	Iteration 63Q: 3 clusters Score -1.492023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -14920240.000000 Penalty: 5802.464355
	Iteration 64Q: 3 clusters Score -1.492024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -14920253.000000 Penalty: 5802.464355
	Iteration 65Q: 3 clusters Score -1.492025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -14920252.000000 Penalty: 5802.464355
	Iteration 66Q: 3 clusters Score -1.492025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -14920246.000000 Penalty: 5802.464355
	Iteration 67Q: 3 clusters Score -1.492025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108990 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -14920244.000000 Penalty: 5802.464355
	Iteration 68Q: 3 clusters Score -1.492024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -14920241.000000 Penalty: 5802.464355
	Iteration 69Q: 3 clusters Score -1.492024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -14920242.000000 Penalty: 5802.464355
	Iteration 70Q: 3 clusters Score -1.492024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -14920249.000000 Penalty: 5802.464355
	Iteration 71Q: 3 clusters Score -1.492025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -14920253.000000 Penalty: 5802.464355
	Iteration 72Q: 3 clusters Score -1.492025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -14920267.000000 Penalty: 5802.464355
	Iteration 73Q: 3 clusters Score -1.492027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -14920269.000000 Penalty: 5802.464355
	Iteration 74Q: 3 clusters Score -1.492027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -14920265.000000 Penalty: 5802.464355
	Iteration 75Q: 3 clusters Score -1.492026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -14920273.000000 Penalty: 5802.464355
	Iteration 76Q: 3 clusters Score -1.492027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -14920263.000000 Penalty: 5802.464355
	Iteration 77Q: 3 clusters Score -1.492026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -14920265.000000 Penalty: 5802.464355
	Iteration 78Q: 3 clusters Score -1.492026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109072 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -14920279.000000 Penalty: 5802.464355
	Iteration 79Q: 3 clusters Score -1.492028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -14920270.000000 Penalty: 5802.464355
	Iteration 80F: 3 clusters Score -1.492027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -14920268.000000 Penalty: 5802.464355
	Iteration 81Q: 3 clusters Score -1.492027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -14920272.000000 Penalty: 5802.464355
	Iteration 82Q: 3 clusters Score -1.492027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 83Q: 3 clusters Score -1.492026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 84Q: 3 clusters Score -1.492026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -14920259.000000 Penalty: 5802.464355
	Iteration 85Q: 3 clusters Score -1.492026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -14920255.000000 Penalty: 5802.464355
	Iteration 86Q: 3 clusters Score -1.492026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 87Q: 3 clusters Score -1.492026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 88Q: 3 clusters Score -1.492026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -14920257.000000 Penalty: 5802.464355
	Iteration 89Q: 3 clusters Score -1.492026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -14920257.000000 Penalty: 5802.464355
	Iteration 90Q: 3 clusters Score -1.492026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -14920281.000000 Penalty: 5802.464355
	Iteration 91Q: 3 clusters Score -1.492028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -14920270.000000 Penalty: 5802.464355
	Iteration 92Q: 3 clusters Score -1.492027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -14920272.000000 Penalty: 5802.464355
	Iteration 93Q: 3 clusters Score -1.492027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 94Q: 3 clusters Score -1.492026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -14920250.000000 Penalty: 5802.464355
	Iteration 95Q: 3 clusters Score -1.492025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -14920256.000000 Penalty: 5802.464355
	Iteration 96Q: 3 clusters Score -1.492026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -14920267.000000 Penalty: 5802.464355
	Iteration 97Q: 3 clusters Score -1.492027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -14920250.000000 Penalty: 5802.464355
	Iteration 98Q: 3 clusters Score -1.492025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -14920245.000000 Penalty: 5802.464355
	Iteration 99Q: 3 clusters Score -1.492024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -14920253.000000 Penalty: 5802.464355
	Iteration 100F: 3 clusters Score -1.492025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -14920261.000000 Penalty: 5802.464355
	Iteration 101Q: 3 clusters Score -1.492026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -14920268.000000 Penalty: 5802.464355
	Iteration 102Q: 3 clusters Score -1.492027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -14920258.000000 Penalty: 5802.464355
	Iteration 103Q: 3 clusters Score -1.492026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -14920252.000000 Penalty: 5802.464355
	Iteration 104Q: 3 clusters Score -1.492025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -14920251.000000 Penalty: 5802.464355
	Iteration 105Q: 3 clusters Score -1.492025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -14920251.000000 Penalty: 5802.464355
	Iteration 106Q: 3 clusters Score -1.492025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -14920253.000000 Penalty: 5802.464355
	Iteration 107Q: 3 clusters Score -1.492025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -14920253.000000 Penalty: 5802.464355
	Iteration 108F: 3 clusters Score -1.492025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 57974 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Entering Unmasked Estep 
Score: -134165488.000000 Penalty: 89773.812500
Splitting cluster 5 changes total score from -134089472.000000 to -134165488.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (33791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Entering Unmasked Estep 
Score: -4238567.000000 Penalty: 2586.131592
	Iteration 0F: 2 clusters Score -4238567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4215542.000000 Penalty: 5172.263184
	Iteration 0F: 3 clusters Score -4215542 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4224077.500000 Penalty: 5172.263184
	Iteration 1F: 3 clusters Score -4224078 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4224748.500000 Penalty: 5172.263184
	Iteration 2F: 3 clusters Score -4224748 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4225358.000000 Penalty: 5172.263184
	Iteration 3Q: 3 clusters Score -4225358 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4225984.000000 Penalty: 5172.263184
	Iteration 4Q: 3 clusters Score -4225984 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4226613.500000 Penalty: 5172.263184
	Iteration 5Q: 3 clusters Score -4226614 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4227292.500000 Penalty: 5172.263184
	Iteration 6Q: 3 clusters Score -4227292 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4228119.500000 Penalty: 5172.263184
	Iteration 7Q: 3 clusters Score -4228120 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4229086.500000 Penalty: 5172.263184
	Iteration 8Q: 3 clusters Score -4229086 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4230245.500000 Penalty: 5172.263184
	Iteration 9F: 3 clusters Score -4230246 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4231589.500000 Penalty: 5172.263184
	Iteration 10F: 3 clusters Score -4231590 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4232830.500000 Penalty: 5172.263184
	Iteration 11F: 3 clusters Score -4232830 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4233885.000000 Penalty: 5172.263184
	Iteration 12Q: 3 clusters Score -4233885 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4234748.500000 Penalty: 5172.263184
	Iteration 13Q: 3 clusters Score -4234748 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4235511.500000 Penalty: 5172.263184
	Iteration 14Q: 3 clusters Score -4235512 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4236180.500000 Penalty: 5172.263184
	Iteration 15Q: 3 clusters Score -4236180 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4236728.500000 Penalty: 5172.263184
	Iteration 16Q: 3 clusters Score -4236728 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4237153.000000 Penalty: 5172.263184
	Iteration 17Q: 3 clusters Score -4237153 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4237495.000000 Penalty: 5172.263184
	Iteration 18Q: 3 clusters Score -4237495 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4237746.000000 Penalty: 5172.263184
	Iteration 19Q: 3 clusters Score -4237746 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4237913.000000 Penalty: 5172.263184
	Iteration 20F: 3 clusters Score -4237913 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4238068.000000 Penalty: 5172.263184
	Iteration 21Q: 3 clusters Score -4238068 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4238136.500000 Penalty: 5172.263184
	Iteration 22Q: 3 clusters Score -4238136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4238182.000000 Penalty: 5172.263184
	Iteration 23Q: 3 clusters Score -4238182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4238221.500000 Penalty: 5172.263184
	Iteration 24Q: 3 clusters Score -4238222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4238253.000000 Penalty: 5172.263184
	Iteration 25Q: 3 clusters Score -4238253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4238260.000000 Penalty: 5172.263184
	Iteration 26Q: 3 clusters Score -4238260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4238269.000000 Penalty: 5172.263184
	Iteration 27Q: 3 clusters Score -4238269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4238283.000000 Penalty: 5172.263184
	Iteration 28Q: 3 clusters Score -4238283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4238285.500000 Penalty: 5172.263184
	Iteration 29Q: 3 clusters Score -4238286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4238277.500000 Penalty: 5172.263184
	Iteration 30Q: 3 clusters Score -4238278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4238279.000000 Penalty: 5172.263184
	Iteration 31Q: 3 clusters Score -4238279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4238274.500000 Penalty: 5172.263184
	Iteration 32Q: 3 clusters Score -4238274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4238282.500000 Penalty: 5172.263184
	Iteration 33Q: 3 clusters Score -4238282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4238282.000000 Penalty: 5172.263184
	Iteration 34Q: 3 clusters Score -4238282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4238280.500000 Penalty: 5172.263184
	Iteration 35Q: 3 clusters Score -4238280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4238280.500000 Penalty: 5172.263184
	Iteration 36Q: 3 clusters Score -4238280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4238282.000000 Penalty: 5172.263184
	Iteration 37Q: 3 clusters Score -4238282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4238278.500000 Penalty: 5172.263184
	Iteration 38Q: 3 clusters Score -4238278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4238278.500000 Penalty: 5172.263184
	Iteration 39F: 3 clusters Score -4238278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Entering Unmasked Estep 
Score: -7113581.000000 Penalty: 2720.001953
	Iteration 0F: 2 clusters Score -7113581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -7074700.500000 Penalty: 5440.003906
	Iteration 0F: 3 clusters Score -7074700 nChanged 26949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7090671.000000 Penalty: 5440.003906
	Iteration 1F: 3 clusters Score -7090671 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -7092758.500000 Penalty: 5440.003906
	Iteration 2F: 3 clusters Score -7092758 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -7095945.500000 Penalty: 5440.003906
	Iteration 3F: 3 clusters Score -7095946 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7099608.000000 Penalty: 5440.003906
	Iteration 4F: 3 clusters Score -7099608 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7102878.500000 Penalty: 5440.003906
	Iteration 5F: 3 clusters Score -7102878 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -7105527.000000 Penalty: 5440.003906
	Iteration 6F: 3 clusters Score -7105527 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -7107972.000000 Penalty: 5440.003906
	Iteration 7F: 3 clusters Score -7107972 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7110128.500000 Penalty: 5440.003906
	Iteration 8Q: 3 clusters Score -7110128 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7111988.000000 Penalty: 5440.003906
	Iteration 9Q: 3 clusters Score -7111988 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -7113440.500000 Penalty: 5440.003906
	Iteration 10Q: 3 clusters Score -7113440 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -7114709.000000 Penalty: 5440.003906
	Iteration 11Q: 3 clusters Score -7114709 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -7115813.500000 Penalty: 5440.003906
	Iteration 12Q: 3 clusters Score -7115814 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -7116771.500000 Penalty: 5440.003906
	Iteration 13Q: 3 clusters Score -7116772 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7117371.000000 Penalty: 5440.003906
	Iteration 14Q: 3 clusters Score -7117371 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -7117835.000000 Penalty: 5440.003906
	Iteration 15Q: 3 clusters Score -7117835 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -7118217.000000 Penalty: 5440.003906
	Iteration 16Q: 3 clusters Score -7118217 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -7118566.000000 Penalty: 5440.003906
	Iteration 17Q: 3 clusters Score -7118566 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7118922.000000 Penalty: 5440.003906
	Iteration 18Q: 3 clusters Score -7118922 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7119228.500000 Penalty: 5440.003906
	Iteration 19Q: 3 clusters Score -7119228 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -7119537.000000 Penalty: 5440.003906
	Iteration 20F: 3 clusters Score -7119537 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -7119735.000000 Penalty: 5440.003906
	Iteration 21Q: 3 clusters Score -7119735 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -7119868.000000 Penalty: 5440.003906
	Iteration 22Q: 3 clusters Score -7119868 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7119968.000000 Penalty: 5440.003906
	Iteration 23Q: 3 clusters Score -7119968 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7120020.500000 Penalty: 5440.003906
	Iteration 24Q: 3 clusters Score -7120020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -7120122.500000 Penalty: 5440.003906
	Iteration 25Q: 3 clusters Score -7120122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -7120170.000000 Penalty: 5440.003906
	Iteration 26Q: 3 clusters Score -7120170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7120197.500000 Penalty: 5440.003906
	Iteration 27Q: 3 clusters Score -7120198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -7120218.000000 Penalty: 5440.003906
	Iteration 28Q: 3 clusters Score -7120218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -7120218.500000 Penalty: 5440.003906
	Iteration 29Q: 3 clusters Score -7120218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -7120224.500000 Penalty: 5440.003906
	Iteration 30Q: 3 clusters Score -7120224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -7120233.500000 Penalty: 5440.003906
	Iteration 31Q: 3 clusters Score -7120234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -7120225.500000 Penalty: 5440.003906
	Iteration 32Q: 3 clusters Score -7120226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -7120232.500000 Penalty: 5440.003906
	Iteration 33Q: 3 clusters Score -7120232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -7120210.000000 Penalty: 5440.003906
	Iteration 34Q: 3 clusters Score -7120210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7120214.500000 Penalty: 5440.003906
	Iteration 35Q: 3 clusters Score -7120214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7120220.500000 Penalty: 5440.003906
	Iteration 36Q: 3 clusters Score -7120220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -7120208.500000 Penalty: 5440.003906
	Iteration 37Q: 3 clusters Score -7120208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7120220.000000 Penalty: 5440.003906
	Iteration 38Q: 3 clusters Score -7120220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -7120215.000000 Penalty: 5440.003906
	Iteration 39Q: 3 clusters Score -7120215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7120212.000000 Penalty: 5440.003906
	Iteration 40F: 3 clusters Score -7120212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -7120221.500000 Penalty: 5440.003906
	Iteration 41Q: 3 clusters Score -7120222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -7120230.000000 Penalty: 5440.003906
	Iteration 42Q: 3 clusters Score -7120230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -7120242.500000 Penalty: 5440.003906
	Iteration 43Q: 3 clusters Score -7120242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -7120233.000000 Penalty: 5440.003906
	Iteration 44Q: 3 clusters Score -7120233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -7120239.500000 Penalty: 5440.003906
	Iteration 45Q: 3 clusters Score -7120240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -7120231.500000 Penalty: 5440.003906
	Iteration 46Q: 3 clusters Score -7120232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -7120235.000000 Penalty: 5440.003906
	Iteration 47Q: 3 clusters Score -7120235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7120245.000000 Penalty: 5440.003906
	Iteration 48Q: 3 clusters Score -7120245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -7120258.500000 Penalty: 5440.003906
	Iteration 49Q: 3 clusters Score -7120258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7120256.500000 Penalty: 5440.003906
	Iteration 50Q: 3 clusters Score -7120256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7120266.000000 Penalty: 5440.003906
	Iteration 51Q: 3 clusters Score -7120266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -7120262.500000 Penalty: 5440.003906
	Iteration 52Q: 3 clusters Score -7120262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -7120279.500000 Penalty: 5440.003906
	Iteration 53Q: 3 clusters Score -7120280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -7120268.000000 Penalty: 5440.003906
	Iteration 54Q: 3 clusters Score -7120268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -7120264.000000 Penalty: 5440.003906
	Iteration 55Q: 3 clusters Score -7120264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -7120265.500000 Penalty: 5440.003906
	Iteration 56Q: 3 clusters Score -7120266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -7120265.500000 Penalty: 5440.003906
	Iteration 57F: 3 clusters Score -7120266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 47169 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Entering Unmasked Estep 
Score: -134170760.000000 Penalty: 93226.648438
Splitting cluster 7 changes total score from -134089472.000000 to -134170760.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (47169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Entering Unmasked Estep 
Score: -5425396.000000 Penalty: 2668.849854
	Iteration 0F: 2 clusters Score -5425396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5393637.000000 Penalty: 5337.699707
	Iteration 0F: 3 clusters Score -5393637 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -5406302.500000 Penalty: 5337.699707
	Iteration 1F: 3 clusters Score -5406302 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5407579.000000 Penalty: 5337.699707
	Iteration 2F: 3 clusters Score -5407579 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5408999.500000 Penalty: 5337.699707
	Iteration 3F: 3 clusters Score -5409000 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5410472.000000 Penalty: 5337.699707
	Iteration 4F: 3 clusters Score -5410472 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5412009.000000 Penalty: 5337.699707
	Iteration 5F: 3 clusters Score -5412009 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5413537.500000 Penalty: 5337.699707
	Iteration 6F: 3 clusters Score -5413538 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5414948.500000 Penalty: 5337.699707
	Iteration 7F: 3 clusters Score -5414948 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5416281.000000 Penalty: 5337.699707
	Iteration 8Q: 3 clusters Score -5416281 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5417226.000000 Penalty: 5337.699707
	Iteration 9Q: 3 clusters Score -5417226 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5418016.000000 Penalty: 5337.699707
	Iteration 10Q: 3 clusters Score -5418016 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5418501.000000 Penalty: 5337.699707
	Iteration 11Q: 3 clusters Score -5418501 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5418843.000000 Penalty: 5337.699707
	Iteration 12Q: 3 clusters Score -5418843 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5419128.000000 Penalty: 5337.699707
	Iteration 13Q: 3 clusters Score -5419128 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5419364.500000 Penalty: 5337.699707
	Iteration 14Q: 3 clusters Score -5419364 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5419572.500000 Penalty: 5337.699707
	Iteration 15Q: 3 clusters Score -5419572 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -5419856.500000 Penalty: 5337.699707
	Iteration 16Q: 3 clusters Score -5419856 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5420084.500000 Penalty: 5337.699707
	Iteration 17Q: 3 clusters Score -5420084 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5420330.000000 Penalty: 5337.699707
	Iteration 18Q: 3 clusters Score -5420330 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -5420653.500000 Penalty: 5337.699707
	Iteration 19Q: 3 clusters Score -5420654 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5420923.000000 Penalty: 5337.699707
	Iteration 20F: 3 clusters Score -5420923 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5421183.000000 Penalty: 5337.699707
	Iteration 21Q: 3 clusters Score -5421183 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -5421514.000000 Penalty: 5337.699707
	Iteration 22Q: 3 clusters Score -5421514 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5421770.000000 Penalty: 5337.699707
	Iteration 23Q: 3 clusters Score -5421770 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -5422023.500000 Penalty: 5337.699707
	Iteration 24Q: 3 clusters Score -5422024 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5422315.000000 Penalty: 5337.699707
	Iteration 25Q: 3 clusters Score -5422315 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -5422610.000000 Penalty: 5337.699707
	Iteration 26Q: 3 clusters Score -5422610 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -5422967.500000 Penalty: 5337.699707
	Iteration 27Q: 3 clusters Score -5422968 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5423327.500000 Penalty: 5337.699707
	Iteration 28Q: 3 clusters Score -5423328 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5423701.000000 Penalty: 5337.699707
	Iteration 29Q: 3 clusters Score -5423701 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5424080.000000 Penalty: 5337.699707
	Iteration 30Q: 3 clusters Score -5424080 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5424453.000000 Penalty: 5337.699707
	Iteration 31Q: 3 clusters Score -5424453 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5424863.000000 Penalty: 5337.699707
	Iteration 32Q: 3 clusters Score -5424863 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5425204.000000 Penalty: 5337.699707
	Iteration 33Q: 3 clusters Score -5425204 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5425503.500000 Penalty: 5337.699707
	Iteration 34Q: 3 clusters Score -5425504 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5425821.000000 Penalty: 5337.699707
	Iteration 35Q: 3 clusters Score -5425821 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5426065.000000 Penalty: 5337.699707
	Iteration 36Q: 3 clusters Score -5426065 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5426317.000000 Penalty: 5337.699707
	Iteration 37Q: 3 clusters Score -5426317 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5426470.000000 Penalty: 5337.699707
	Iteration 38Q: 3 clusters Score -5426470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5426616.500000 Penalty: 5337.699707
	Iteration 39Q: 3 clusters Score -5426616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5426818.000000 Penalty: 5337.699707
	Iteration 40F: 3 clusters Score -5426818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5426944.000000 Penalty: 5337.699707
	Iteration 41Q: 3 clusters Score -5426944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5427038.500000 Penalty: 5337.699707
	Iteration 42Q: 3 clusters Score -5427038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5427101.500000 Penalty: 5337.699707
	Iteration 43Q: 3 clusters Score -5427102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5427133.000000 Penalty: 5337.699707
	Iteration 44Q: 3 clusters Score -5427133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5427168.500000 Penalty: 5337.699707
	Iteration 45Q: 3 clusters Score -5427168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5427201.500000 Penalty: 5337.699707
	Iteration 46Q: 3 clusters Score -5427202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5427237.000000 Penalty: 5337.699707
	Iteration 47Q: 3 clusters Score -5427237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5427264.500000 Penalty: 5337.699707
	Iteration 48Q: 3 clusters Score -5427264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5427267.000000 Penalty: 5337.699707
	Iteration 49Q: 3 clusters Score -5427267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5427278.500000 Penalty: 5337.699707
	Iteration 50Q: 3 clusters Score -5427278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5427290.000000 Penalty: 5337.699707
	Iteration 51Q: 3 clusters Score -5427290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5427290.000000 Penalty: 5337.699707
	Iteration 52Q: 3 clusters Score -5427290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5427292.500000 Penalty: 5337.699707
	Iteration 53Q: 3 clusters Score -5427292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5427288.000000 Penalty: 5337.699707
	Iteration 54Q: 3 clusters Score -5427288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5427291.500000 Penalty: 5337.699707
	Iteration 55Q: 3 clusters Score -5427292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5427298.500000 Penalty: 5337.699707
	Iteration 56Q: 3 clusters Score -5427298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5427301.500000 Penalty: 5337.699707
	Iteration 57Q: 3 clusters Score -5427302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5427309.000000 Penalty: 5337.699707
	Iteration 58Q: 3 clusters Score -5427309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5427321.500000 Penalty: 5337.699707
	Iteration 59Q: 3 clusters Score -5427322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5427316.000000 Penalty: 5337.699707
	Iteration 60F: 3 clusters Score -5427316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5427322.500000 Penalty: 5337.699707
	Iteration 61Q: 3 clusters Score -5427322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5427317.000000 Penalty: 5337.699707
	Iteration 62Q: 3 clusters Score -5427317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5427314.000000 Penalty: 5337.699707
	Iteration 63Q: 3 clusters Score -5427314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5427311.500000 Penalty: 5337.699707
	Iteration 64Q: 3 clusters Score -5427312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5427315.000000 Penalty: 5337.699707
	Iteration 65Q: 3 clusters Score -5427315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5427315.500000 Penalty: 5337.699707
	Iteration 66Q: 3 clusters Score -5427316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5427318.500000 Penalty: 5337.699707
	Iteration 67Q: 3 clusters Score -5427318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5427314.500000 Penalty: 5337.699707
	Iteration 68Q: 3 clusters Score -5427314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5427330.500000 Penalty: 5337.699707
	Iteration 69Q: 3 clusters Score -5427330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5427343.000000 Penalty: 5337.699707
	Iteration 70Q: 3 clusters Score -5427343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5427347.000000 Penalty: 5337.699707
	Iteration 71Q: 3 clusters Score -5427347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5427358.500000 Penalty: 5337.699707
	Iteration 72Q: 3 clusters Score -5427358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5427372.500000 Penalty: 5337.699707
	Iteration 73Q: 3 clusters Score -5427372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5427382.000000 Penalty: 5337.699707
	Iteration 74Q: 3 clusters Score -5427382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5427386.000000 Penalty: 5337.699707
	Iteration 75Q: 3 clusters Score -5427386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5427376.000000 Penalty: 5337.699707
	Iteration 76Q: 3 clusters Score -5427376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5427381.500000 Penalty: 5337.699707
	Iteration 77Q: 3 clusters Score -5427382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5427380.500000 Penalty: 5337.699707
	Iteration 78Q: 3 clusters Score -5427380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5427390.000000 Penalty: 5337.699707
	Iteration 79Q: 3 clusters Score -5427390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5427389.000000 Penalty: 5337.699707
	Iteration 80F: 3 clusters Score -5427389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 75639 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Entering Unmasked Estep 
Score: -134171824.000000 Penalty: 96679.484375
Splitting cluster 8 changes total score from -134089472.000000 to -134171824.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (75639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Entering Unmasked Estep 
Score: -9131301.000000 Penalty: 2785.964355
	Iteration 0F: 2 clusters Score -9131301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -9080810.000000 Penalty: 5571.928711
	Iteration 0F: 3 clusters Score -9080810 nChanged 35444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -9102680.000000 Penalty: 5571.928711
	Iteration 1F: 3 clusters Score -9102680 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -9106705.000000 Penalty: 5571.928711
	Iteration 2F: 3 clusters Score -9106705 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9111459.000000 Penalty: 5571.928711
	Iteration 3F: 3 clusters Score -9111459 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -9116559.000000 Penalty: 5571.928711
	Iteration 4F: 3 clusters Score -9116559 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -9121694.000000 Penalty: 5571.928711
	Iteration 5F: 3 clusters Score -9121694 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -9126359.000000 Penalty: 5571.928711
	Iteration 6F: 3 clusters Score -9126359 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -9130387.000000 Penalty: 5571.928711
	Iteration 7F: 3 clusters Score -9130387 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -9133602.000000 Penalty: 5571.928711
	Iteration 8F: 3 clusters Score -9133602 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -9136000.000000 Penalty: 5571.928711
	Iteration 9Q: 3 clusters Score -9136000 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9137568.000000 Penalty: 5571.928711
	Iteration 10Q: 3 clusters Score -9137568 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -9138626.000000 Penalty: 5571.928711
	Iteration 11Q: 3 clusters Score -9138626 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -9139444.000000 Penalty: 5571.928711
	Iteration 12Q: 3 clusters Score -9139444 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -9140165.000000 Penalty: 5571.928711
	Iteration 13Q: 3 clusters Score -9140165 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9140909 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9141727 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9142631 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9143569 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9144510 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9145322 nChanged 1275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9146168 nChanged 1217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9146992 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -9147632.000000 Penalty: 5571.928711
	Iteration 22Q: 3 clusters Score -9147632 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -9148136.000000 Penalty: 5571.928711
	Iteration 23Q: 3 clusters Score -9148136 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9148575 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9148878 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9149131.000000 Penalty: 5571.928711
	Iteration 26Q: 3 clusters Score -9149131 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -9149290.000000 Penalty: 5571.928711
	Iteration 27Q: 3 clusters Score -9149290 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9149419.000000 Penalty: 5571.928711
	Iteration 28Q: 3 clusters Score -9149419 nChanged 429
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Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9149483 nChanged 354
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9149529 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9149585 nChanged 243
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Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9149569 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9149638 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9149671 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9149678 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9149689 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -9149714.000000 Penalty: 5571.928711
	Iteration 37Q: 3 clusters Score -9149714 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9149747 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9149754 nChanged 131
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9149756 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9149778 nChanged 133
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Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9149769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9149768 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9149750 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9149764 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9149774 nChanged 62
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Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9149768 nChanged 51
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Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9149769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9149770 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9149749 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9149767 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9149776 nChanged 69
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Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9149790 nChanged 43
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Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9149788 nChanged 38
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Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9149789 nChanged 41
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Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9149793 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9149800 nChanged 30
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Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9149790 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9149768 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9149789 nChanged 18
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Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 31932 members 
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	Iteration 61Q: 3 clusters Score -9149789 nChanged 18
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9149786 nChanged 18
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Mstep: Class 1 contains 43741 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9149789 nChanged 16
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9149795 nChanged 18
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9149802 nChanged 18
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9149802 nChanged 17
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9149807 nChanged 18
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9149805 nChanged 19
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	Iteration 69Q: 3 clusters Score -9149802 nChanged 20
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9149797 nChanged 20
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9149801 nChanged 20
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	Iteration 72Q: 3 clusters Score -9149792 nChanged 29
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Mstep: Class 1 contains 43930 members 
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	Iteration 73Q: 3 clusters Score -9149788 nChanged 34
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	Iteration 74Q: 3 clusters Score -9149782 nChanged 25
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Mstep: Class 1 contains 43989 members 
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	Iteration 75Q: 3 clusters Score -9149787 nChanged 24
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Mstep: Class 1 contains 44011 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9149788 nChanged 23
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	Iteration 77Q: 3 clusters Score -9149808 nChanged 27
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	Iteration 78Q: 3 clusters Score -9149799 nChanged 25
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9149816 nChanged 27
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9149826 nChanged 27
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Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9149826 nChanged 29
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Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9149820 nChanged 32
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9149817 nChanged 30
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	Iteration 84Q: 3 clusters Score -9149809 nChanged 24
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	Iteration 85Q: 3 clusters Score -9149805 nChanged 21
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	Iteration 86Q: 3 clusters Score -9149797 nChanged 23
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	Iteration 87Q: 3 clusters Score -9149806 nChanged 18
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	Iteration 88Q: 3 clusters Score -9149808 nChanged 24
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	Iteration 89Q: 3 clusters Score -9149807 nChanged 28
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	Iteration 90Q: 3 clusters Score -9149810 nChanged 30
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	Iteration 91Q: 3 clusters Score -9149819 nChanged 27
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	Iteration 92Q: 3 clusters Score -9149818 nChanged 22
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	Iteration 93Q: 3 clusters Score -9149826 nChanged 18
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	Iteration 94Q: 3 clusters Score -9149824 nChanged 22
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	Iteration 95Q: 3 clusters Score -9149819 nChanged 14
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	Iteration 96Q: 3 clusters Score -9149829 nChanged 15
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	Iteration 97Q: 3 clusters Score -9149835 nChanged 24
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	Iteration 98Q: 3 clusters Score -9149828 nChanged 17
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	Iteration 99Q: 3 clusters Score -9149833 nChanged 11
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	Iteration 100F: 3 clusters Score -9149844 nChanged 12
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	Iteration 101Q: 3 clusters Score -9149845 nChanged 10
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	Iteration 102Q: 3 clusters Score -9149853 nChanged 11
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	Iteration 103Q: 3 clusters Score -9149843 nChanged 12
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	Iteration 104Q: 3 clusters Score -9149840 nChanged 15
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	Iteration 105Q: 3 clusters Score -9149843 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -9149851.000000 Penalty: 5571.928711
	Iteration 106Q: 3 clusters Score -9149851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -9149854.000000 Penalty: 5571.928711
	Iteration 107Q: 3 clusters Score -9149854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -9149848.000000 Penalty: 5571.928711
	Iteration 108Q: 3 clusters Score -9149848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -9149847.000000 Penalty: 5571.928711
	Iteration 109Q: 3 clusters Score -9149847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -9149850.000000 Penalty: 5571.928711
	Iteration 110Q: 3 clusters Score -9149850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9149859.000000 Penalty: 5571.928711
	Iteration 111Q: 3 clusters Score -9149859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -9149863.000000 Penalty: 5571.928711
	Iteration 112Q: 3 clusters Score -9149863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -9149859.000000 Penalty: 5571.928711
	Iteration 113Q: 3 clusters Score -9149859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -9149860.000000 Penalty: 5571.928711
	Iteration 114Q: 3 clusters Score -9149860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -9149855.000000 Penalty: 5571.928711
	Iteration 115Q: 3 clusters Score -9149855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -9149864.000000 Penalty: 5571.928711
	Iteration 116Q: 3 clusters Score -9149864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -9149859.000000 Penalty: 5571.928711
	Iteration 117Q: 3 clusters Score -9149859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -9149859.000000 Penalty: 5571.928711
	Iteration 118Q: 3 clusters Score -9149859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -9149860.000000 Penalty: 5571.928711
	Iteration 119Q: 3 clusters Score -9149860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -9149862.000000 Penalty: 5571.928711
	Iteration 120F: 3 clusters Score -9149862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -9149859.000000 Penalty: 5571.928711
	Iteration 121Q: 3 clusters Score -9149859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -9149854.000000 Penalty: 5571.928711
	Iteration 122Q: 3 clusters Score -9149854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -9149854.000000 Penalty: 5571.928711
	Iteration 123F: 3 clusters Score -9149854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Entering Unmasked Estep 
Score: -134190296.000000 Penalty: 100132.328125
Splitting cluster 9 changes total score from -134089472.000000 to -134190296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -63361.007812 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -63361.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62351.539062 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -62351.54 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63607.398438 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -63607.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64109.796875 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -64109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64435.324219 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -64435.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64648.261719 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -64648.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64686.351562 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -64686.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64696.453125 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -64696.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64710.218750 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -64710.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64712.585938 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -64712.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64714.996094 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -64715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64722.199219 Penalty: 3119.698975
	Iteration 10F: 3 clusters Score -64722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64741.976562 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -64741.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64752.085938 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -64752.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64753.835938 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -64753.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64753.835938 Penalty: 3119.698975
	Iteration 14F: 3 clusters Score -64753.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 50629 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Entering Unmasked Estep 
Score: -134189856.000000 Penalty: 103585.164062
Splitting cluster 10 changes total score from -134089472.000000 to -134189856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (50629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Entering Unmasked Estep 
Score: -6240881.500000 Penalty: 2686.405518
	Iteration 0F: 2 clusters Score -6240882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6206601.500000 Penalty: 5372.811035
	Iteration 0F: 3 clusters Score -6206602 nChanged 23509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -6220536.000000 Penalty: 5372.811035
	Iteration 1F: 3 clusters Score -6220536 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -6221813.000000 Penalty: 5372.811035
	Iteration 2F: 3 clusters Score -6221813 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6223363.000000 Penalty: 5372.811035
	Iteration 3F: 3 clusters Score -6223363 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -6224942.000000 Penalty: 5372.811035
	Iteration 4F: 3 clusters Score -6224942 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -6226634.000000 Penalty: 5372.811035
	Iteration 5F: 3 clusters Score -6226634 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6228488.500000 Penalty: 5372.811035
	Iteration 6F: 3 clusters Score -6228488 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6230198.000000 Penalty: 5372.811035
	Iteration 7F: 3 clusters Score -6230198 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6231688.000000 Penalty: 5372.811035
	Iteration 8Q: 3 clusters Score -6231688 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6233000.500000 Penalty: 5372.811035
	Iteration 9Q: 3 clusters Score -6233000 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -6234191.000000 Penalty: 5372.811035
	Iteration 10Q: 3 clusters Score -6234191 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -6235256.500000 Penalty: 5372.811035
	Iteration 11Q: 3 clusters Score -6235256 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -6236161.500000 Penalty: 5372.811035
	Iteration 12Q: 3 clusters Score -6236162 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -6236867.000000 Penalty: 5372.811035
	Iteration 13Q: 3 clusters Score -6236867 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -6237483.000000 Penalty: 5372.811035
	Iteration 14Q: 3 clusters Score -6237483 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6238119.500000 Penalty: 5372.811035
	Iteration 15Q: 3 clusters Score -6238120 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -6238795.000000 Penalty: 5372.811035
	Iteration 16Q: 3 clusters Score -6238795 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6239557.500000 Penalty: 5372.811035
	Iteration 17Q: 3 clusters Score -6239558 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -6240319.500000 Penalty: 5372.811035
	Iteration 18Q: 3 clusters Score -6240320 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6240789.500000 Penalty: 5372.811035
	Iteration 19Q: 3 clusters Score -6240790 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6241081.500000 Penalty: 5372.811035
	Iteration 20F: 3 clusters Score -6241082 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6241279.000000 Penalty: 5372.811035
	Iteration 21Q: 3 clusters Score -6241279 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -6241437.000000 Penalty: 5372.811035
	Iteration 22Q: 3 clusters Score -6241437 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -6241605.000000 Penalty: 5372.811035
	Iteration 23Q: 3 clusters Score -6241605 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -6241785.500000 Penalty: 5372.811035
	Iteration 24Q: 3 clusters Score -6241786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6242069.000000 Penalty: 5372.811035
	Iteration 25Q: 3 clusters Score -6242069 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6242401.500000 Penalty: 5372.811035
	Iteration 26Q: 3 clusters Score -6242402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6242604.500000 Penalty: 5372.811035
	Iteration 27Q: 3 clusters Score -6242604 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6242710.500000 Penalty: 5372.811035
	Iteration 28Q: 3 clusters Score -6242710 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -6242775.000000 Penalty: 5372.811035
	Iteration 29Q: 3 clusters Score -6242775 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -6242835.000000 Penalty: 5372.811035
	Iteration 30Q: 3 clusters Score -6242835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -6242849.000000 Penalty: 5372.811035
	Iteration 31Q: 3 clusters Score -6242849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6242866.500000 Penalty: 5372.811035
	Iteration 32Q: 3 clusters Score -6242866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6242904.000000 Penalty: 5372.811035
	Iteration 33Q: 3 clusters Score -6242904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -6242903.000000 Penalty: 5372.811035
	Iteration 34Q: 3 clusters Score -6242903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -6242927.000000 Penalty: 5372.811035
	Iteration 35Q: 3 clusters Score -6242927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6242923.000000 Penalty: 5372.811035
	Iteration 36Q: 3 clusters Score -6242923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -6242943.000000 Penalty: 5372.811035
	Iteration 37Q: 3 clusters Score -6242943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -6242966.500000 Penalty: 5372.811035
	Iteration 38Q: 3 clusters Score -6242966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6242976.000000 Penalty: 5372.811035
	Iteration 39Q: 3 clusters Score -6242976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -6243179.500000 Penalty: 5372.811035
	Iteration 40F: 3 clusters Score -6243180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6243323.000000 Penalty: 5372.811035
	Iteration 41Q: 3 clusters Score -6243323 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6243378.500000 Penalty: 5372.811035
	Iteration 42Q: 3 clusters Score -6243378 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6243429.500000 Penalty: 5372.811035
	Iteration 43Q: 3 clusters Score -6243430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -6243453.000000 Penalty: 5372.811035
	Iteration 44Q: 3 clusters Score -6243453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -6243440.500000 Penalty: 5372.811035
	Iteration 45Q: 3 clusters Score -6243440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -6243447.500000 Penalty: 5372.811035
	Iteration 46Q: 3 clusters Score -6243448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -6243465.500000 Penalty: 5372.811035
	Iteration 47Q: 3 clusters Score -6243466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -6243479.000000 Penalty: 5372.811035
	Iteration 48Q: 3 clusters Score -6243479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -6243485.000000 Penalty: 5372.811035
	Iteration 49Q: 3 clusters Score -6243485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6243479.500000 Penalty: 5372.811035
	Iteration 50Q: 3 clusters Score -6243480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -6243514.500000 Penalty: 5372.811035
	Iteration 51Q: 3 clusters Score -6243514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6243540.500000 Penalty: 5372.811035
	Iteration 52Q: 3 clusters Score -6243540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -6243544.500000 Penalty: 5372.811035
	Iteration 53Q: 3 clusters Score -6243544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -6243549.500000 Penalty: 5372.811035
	Iteration 54Q: 3 clusters Score -6243550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -6243541.500000 Penalty: 5372.811035
	Iteration 55Q: 3 clusters Score -6243542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6243547.000000 Penalty: 5372.811035
	Iteration 56Q: 3 clusters Score -6243547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -6243539.000000 Penalty: 5372.811035
	Iteration 57Q: 3 clusters Score -6243539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -6243548.000000 Penalty: 5372.811035
	Iteration 58Q: 3 clusters Score -6243548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -6243557.000000 Penalty: 5372.811035
	Iteration 59Q: 3 clusters Score -6243557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6243545.000000 Penalty: 5372.811035
	Iteration 60F: 3 clusters Score -6243545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -6243538.000000 Penalty: 5372.811035
	Iteration 61Q: 3 clusters Score -6243538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -6243534.000000 Penalty: 5372.811035
	Iteration 62Q: 3 clusters Score -6243534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -6243543.500000 Penalty: 5372.811035
	Iteration 63Q: 3 clusters Score -6243544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -6243548.500000 Penalty: 5372.811035
	Iteration 64Q: 3 clusters Score -6243548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6243551.500000 Penalty: 5372.811035
	Iteration 65Q: 3 clusters Score -6243552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6243551.500000 Penalty: 5372.811035
	Iteration 66F: 3 clusters Score -6243552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Entering Unmasked Estep 
Score: -134192136.000000 Penalty: 107038.000000
Splitting cluster 11 changes total score from -134089472.000000 to -134192136.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (12735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Entering Unmasked Estep 
Score: -1484723.125000 Penalty: 2344.123047
	Iteration 0F: 2 clusters Score -1484723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1475416.750000 Penalty: 4688.246094
	Iteration 0F: 3 clusters Score -1475417 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1479537.000000 Penalty: 4688.246094
	Iteration 1F: 3 clusters Score -1479537 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1482012.250000 Penalty: 4688.246094
	Iteration 2F: 3 clusters Score -1482012 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1484368.875000 Penalty: 4688.246094
	Iteration 3F: 3 clusters Score -1484369 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1485691.125000 Penalty: 4688.246094
	Iteration 4F: 3 clusters Score -1485691 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1486377.125000 Penalty: 4688.246094
	Iteration 5F: 3 clusters Score -1486377 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1486802.875000 Penalty: 4688.246094
	Iteration 6Q: 3 clusters Score -1486803 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1487181.625000 Penalty: 4688.246094
	Iteration 7Q: 3 clusters Score -1487182 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1487495.375000 Penalty: 4688.246094
	Iteration 8Q: 3 clusters Score -1487495 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1487759.750000 Penalty: 4688.246094
	Iteration 9Q: 3 clusters Score -1487760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1488031.500000 Penalty: 4688.246094
	Iteration 10Q: 3 clusters Score -1488032 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1488403.000000 Penalty: 4688.246094
	Iteration 11Q: 3 clusters Score -1488403 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1488844.125000 Penalty: 4688.246094
	Iteration 12Q: 3 clusters Score -1488844 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1489162.375000 Penalty: 4688.246094
	Iteration 13Q: 3 clusters Score -1489162 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1489327.875000 Penalty: 4688.246094
	Iteration 14Q: 3 clusters Score -1489328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1489419.250000 Penalty: 4688.246094
	Iteration 15Q: 3 clusters Score -1489419 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1489495.125000 Penalty: 4688.246094
	Iteration 16Q: 3 clusters Score -1489495 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1489595.875000 Penalty: 4688.246094
	Iteration 17Q: 3 clusters Score -1489596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1489741.000000 Penalty: 4688.246094
	Iteration 18Q: 3 clusters Score -1489741 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1489941.125000 Penalty: 4688.246094
	Iteration 19Q: 3 clusters Score -1489941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1490180.625000 Penalty: 4688.246094
	Iteration 20F: 3 clusters Score -1490181 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1490510.500000 Penalty: 4688.246094
	Iteration 21Q: 3 clusters Score -1490510 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1490907.000000 Penalty: 4688.246094
	Iteration 22Q: 3 clusters Score -1490907 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1491503.500000 Penalty: 4688.246094
	Iteration 23Q: 3 clusters Score -1491504 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1492371.000000 Penalty: 4688.246094
	Iteration 24Q: 3 clusters Score -1492371 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1494056.375000 Penalty: 4688.246094
	Iteration 25Q: 3 clusters Score -1494056 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1496218.750000 Penalty: 4688.246094
	Iteration 26Q: 3 clusters Score -1496219 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1496883.000000 Penalty: 4688.246094
	Iteration 27Q: 3 clusters Score -1496883 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1496934.000000 Penalty: 4688.246094
	Iteration 28Q: 3 clusters Score -1496934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1496957.750000 Penalty: 4688.246094
	Iteration 29Q: 3 clusters Score -1496958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1496983.500000 Penalty: 4688.246094
	Iteration 30Q: 3 clusters Score -1496984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1496993.375000 Penalty: 4688.246094
	Iteration 31Q: 3 clusters Score -1496993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1497008.250000 Penalty: 4688.246094
	Iteration 32Q: 3 clusters Score -1497008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1497019.000000 Penalty: 4688.246094
	Iteration 33Q: 3 clusters Score -1497019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1497030.125000 Penalty: 4688.246094
	Iteration 34Q: 3 clusters Score -1497030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1497037.000000 Penalty: 4688.246094
	Iteration 35Q: 3 clusters Score -1497037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1497038.875000 Penalty: 4688.246094
	Iteration 36Q: 3 clusters Score -1497039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1497038.125000 Penalty: 4688.246094
	Iteration 37Q: 3 clusters Score -1497038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1497039.750000 Penalty: 4688.246094
	Iteration 38Q: 3 clusters Score -1497040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1497037.000000 Penalty: 4688.246094
	Iteration 39Q: 3 clusters Score -1497037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1497050.500000 Penalty: 4688.246094
	Iteration 40F: 3 clusters Score -1497050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1497067.500000 Penalty: 4688.246094
	Iteration 41Q: 3 clusters Score -1497068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1497071.875000 Penalty: 4688.246094
	Iteration 42Q: 3 clusters Score -1497072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1497077.500000 Penalty: 4688.246094
	Iteration 43Q: 3 clusters Score -1497078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1497086.500000 Penalty: 4688.246094
	Iteration 44Q: 3 clusters Score -1497086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1497094.625000 Penalty: 4688.246094
	Iteration 45Q: 3 clusters Score -1497095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1497111.125000 Penalty: 4688.246094
	Iteration 46Q: 3 clusters Score -1497111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1497133.375000 Penalty: 4688.246094
	Iteration 47Q: 3 clusters Score -1497133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1497155.625000 Penalty: 4688.246094
	Iteration 48Q: 3 clusters Score -1497156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1497185.500000 Penalty: 4688.246094
	Iteration 49Q: 3 clusters Score -1497186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1497219.625000 Penalty: 4688.246094
	Iteration 50Q: 3 clusters Score -1497220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1497238.500000 Penalty: 4688.246094
	Iteration 51Q: 3 clusters Score -1497238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1497254.250000 Penalty: 4688.246094
	Iteration 52Q: 3 clusters Score -1497254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1497262.500000 Penalty: 4688.246094
	Iteration 53Q: 3 clusters Score -1497262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1497270.625000 Penalty: 4688.246094
	Iteration 54Q: 3 clusters Score -1497271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1497277.125000 Penalty: 4688.246094
	Iteration 55Q: 3 clusters Score -1497277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1497282.500000 Penalty: 4688.246094
	Iteration 56Q: 3 clusters Score -1497282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1497282.625000 Penalty: 4688.246094
	Iteration 57Q: 3 clusters Score -1497283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1497282.875000 Penalty: 4688.246094
	Iteration 58Q: 3 clusters Score -1497283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1497282.500000 Penalty: 4688.246094
	Iteration 59Q: 3 clusters Score -1497282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1497283.125000 Penalty: 4688.246094
	Iteration 60F: 3 clusters Score -1497283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1497284.500000 Penalty: 4688.246094
	Iteration 61Q: 3 clusters Score -1497284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1497286.750000 Penalty: 4688.246094
	Iteration 62Q: 3 clusters Score -1497287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1497286.750000 Penalty: 4688.246094
	Iteration 63F: 3 clusters Score -1497287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Entering Unmasked Estep 
Score: -134204024.000000 Penalty: 110490.843750
Splitting cluster 12 changes total score from -134089472.000000 to -134204024.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (16679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Entering Unmasked Estep 
Score: -1769518.000000 Penalty: 2411.032715
	Iteration 0F: 2 clusters Score -1769518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1757738.000000 Penalty: 4822.065430
	Iteration 0F: 3 clusters Score -1757738 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1763043.000000 Penalty: 4822.065430
	Iteration 1F: 3 clusters Score -1763043 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1764672.250000 Penalty: 4822.065430
	Iteration 2F: 3 clusters Score -1764672 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1766498.125000 Penalty: 4822.065430
	Iteration 3F: 3 clusters Score -1766498 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1768058.750000 Penalty: 4822.065430
	Iteration 4F: 3 clusters Score -1768059 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1769151.500000 Penalty: 4822.065430
	Iteration 5F: 3 clusters Score -1769152 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1769805.375000 Penalty: 4822.065430
	Iteration 6F: 3 clusters Score -1769805 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1770176.750000 Penalty: 4822.065430
	Iteration 7Q: 3 clusters Score -1770177 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1770525.250000 Penalty: 4822.065430
	Iteration 8Q: 3 clusters Score -1770525 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1770811.875000 Penalty: 4822.065430
	Iteration 9Q: 3 clusters Score -1770812 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1771051.000000 Penalty: 4822.065430
	Iteration 10Q: 3 clusters Score -1771051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1771262.875000 Penalty: 4822.065430
	Iteration 11Q: 3 clusters Score -1771263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1771402.125000 Penalty: 4822.065430
	Iteration 12Q: 3 clusters Score -1771402 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1771512.875000 Penalty: 4822.065430
	Iteration 13Q: 3 clusters Score -1771513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1771587.750000 Penalty: 4822.065430
	Iteration 14Q: 3 clusters Score -1771588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1771657.875000 Penalty: 4822.065430
	Iteration 15Q: 3 clusters Score -1771658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1771756.000000 Penalty: 4822.065430
	Iteration 16Q: 3 clusters Score -1771756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1771852.250000 Penalty: 4822.065430
	Iteration 17Q: 3 clusters Score -1771852 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1771931.875000 Penalty: 4822.065430
	Iteration 18Q: 3 clusters Score -1771932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1771991.000000 Penalty: 4822.065430
	Iteration 19Q: 3 clusters Score -1771991 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1772034.125000 Penalty: 4822.065430
	Iteration 20F: 3 clusters Score -1772034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1772093.000000 Penalty: 4822.065430
	Iteration 21Q: 3 clusters Score -1772093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1772121.875000 Penalty: 4822.065430
	Iteration 22Q: 3 clusters Score -1772122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1772150.125000 Penalty: 4822.065430
	Iteration 23Q: 3 clusters Score -1772150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1772161.625000 Penalty: 4822.065430
	Iteration 24Q: 3 clusters Score -1772162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1772182.500000 Penalty: 4822.065430
	Iteration 25Q: 3 clusters Score -1772182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1772203.875000 Penalty: 4822.065430
	Iteration 26Q: 3 clusters Score -1772204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1772223.125000 Penalty: 4822.065430
	Iteration 27Q: 3 clusters Score -1772223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1772241.500000 Penalty: 4822.065430
	Iteration 28Q: 3 clusters Score -1772242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1772277.750000 Penalty: 4822.065430
	Iteration 29Q: 3 clusters Score -1772278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1772332.500000 Penalty: 4822.065430
	Iteration 30Q: 3 clusters Score -1772332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1772411.500000 Penalty: 4822.065430
	Iteration 31Q: 3 clusters Score -1772412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1772485.125000 Penalty: 4822.065430
	Iteration 32Q: 3 clusters Score -1772485 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1772553.250000 Penalty: 4822.065430
	Iteration 33Q: 3 clusters Score -1772553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1772594.000000 Penalty: 4822.065430
	Iteration 34Q: 3 clusters Score -1772594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1772611.125000 Penalty: 4822.065430
	Iteration 35Q: 3 clusters Score -1772611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1772615.125000 Penalty: 4822.065430
	Iteration 36Q: 3 clusters Score -1772615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1772621.625000 Penalty: 4822.065430
	Iteration 37Q: 3 clusters Score -1772622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1772620.500000 Penalty: 4822.065430
	Iteration 38Q: 3 clusters Score -1772620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1772623.500000 Penalty: 4822.065430
	Iteration 39Q: 3 clusters Score -1772624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1772626.875000 Penalty: 4822.065430
	Iteration 40F: 3 clusters Score -1772627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1772624.125000 Penalty: 4822.065430
	Iteration 41Q: 3 clusters Score -1772624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1772625.125000 Penalty: 4822.065430
	Iteration 42Q: 3 clusters Score -1772625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1772624.000000 Penalty: 4822.065430
	Iteration 43Q: 3 clusters Score -1772624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1772623.250000 Penalty: 4822.065430
	Iteration 44Q: 3 clusters Score -1772623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1772622.500000 Penalty: 4822.065430
	Iteration 45Q: 3 clusters Score -1772622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1772623.250000 Penalty: 4822.065430
	Iteration 46Q: 3 clusters Score -1772623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1772623.125000 Penalty: 4822.065430
	Iteration 47Q: 3 clusters Score -1772623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1772624.125000 Penalty: 4822.065430
	Iteration 48Q: 3 clusters Score -1772624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1772623.375000 Penalty: 4822.065430
	Iteration 49Q: 3 clusters Score -1772623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1772623.500000 Penalty: 4822.065430
	Iteration 50Q: 3 clusters Score -1772624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1772623.500000 Penalty: 4822.065430
	Iteration 51Q: 3 clusters Score -1772624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1772623.500000 Penalty: 4822.065430
	Iteration 52F: 3 clusters Score -1772624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 59682 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Entering Unmasked Estep 
Score: -134205816.000000 Penalty: 113943.679688
Splitting cluster 13 changes total score from -134089472.000000 to -134205816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (100433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Entering Unmasked Estep 
Score: -12274843.000000 Penalty: 2856.277100
	Iteration 0F: 2 clusters Score -1.227484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -12207720.000000 Penalty: 5712.554199
	Iteration 0F: 3 clusters Score -1.220772e+07 nChanged 47477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -12235259.000000 Penalty: 5712.554199
	Iteration 1F: 3 clusters Score -1.223526e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -12237300.000000 Penalty: 5712.554199
	Iteration 2Q: 3 clusters Score -1.22373e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -12240446.000000 Penalty: 5712.554199
	Iteration 3F: 3 clusters Score -1.224045e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -12244806.000000 Penalty: 5712.554199
	Iteration 4F: 3 clusters Score -1.224481e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -12249943.000000 Penalty: 5712.554199
	Iteration 5F: 3 clusters Score -1.224994e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -12254761.000000 Penalty: 5712.554199
	Iteration 6F: 3 clusters Score -1.225476e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -12259029.000000 Penalty: 5712.554199
	Iteration 7F: 3 clusters Score -1.225903e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -12262351.000000 Penalty: 5712.554199
	Iteration 8F: 3 clusters Score -1.226235e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -12264605.000000 Penalty: 5712.554199
	Iteration 9Q: 3 clusters Score -1.22646e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -12266085.000000 Penalty: 5712.554199
	Iteration 10Q: 3 clusters Score -1.226608e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -12267329.000000 Penalty: 5712.554199
	Iteration 11Q: 3 clusters Score -1.226733e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -12268528.000000 Penalty: 5712.554199
	Iteration 12Q: 3 clusters Score -1.226853e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -12269568.000000 Penalty: 5712.554199
	Iteration 13Q: 3 clusters Score -1.226957e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -12270311.000000 Penalty: 5712.554199
	Iteration 14Q: 3 clusters Score -1.227031e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -12270979.000000 Penalty: 5712.554199
	Iteration 15Q: 3 clusters Score -1.227098e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -12271506.000000 Penalty: 5712.554199
	Iteration 16Q: 3 clusters Score -1.227151e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -12271947.000000 Penalty: 5712.554199
	Iteration 17Q: 3 clusters Score -1.227195e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -12272224.000000 Penalty: 5712.554199
	Iteration 18Q: 3 clusters Score -1.227222e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -12272463.000000 Penalty: 5712.554199
	Iteration 19Q: 3 clusters Score -1.227246e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -12272641.000000 Penalty: 5712.554199
	Iteration 20F: 3 clusters Score -1.227264e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -12272783.000000 Penalty: 5712.554199
	Iteration 21Q: 3 clusters Score -1.227278e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -12272895.000000 Penalty: 5712.554199
	Iteration 22Q: 3 clusters Score -1.22729e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -12273013.000000 Penalty: 5712.554199
	Iteration 23Q: 3 clusters Score -1.227301e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -12273100.000000 Penalty: 5712.554199
	Iteration 24Q: 3 clusters Score -1.22731e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -12273260.000000 Penalty: 5712.554199
	Iteration 25Q: 3 clusters Score -1.227326e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -12273399.000000 Penalty: 5712.554199
	Iteration 26Q: 3 clusters Score -1.22734e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -12273506.000000 Penalty: 5712.554199
	Iteration 27Q: 3 clusters Score -1.227351e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -12273616.000000 Penalty: 5712.554199
	Iteration 28Q: 3 clusters Score -1.227362e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -12273717.000000 Penalty: 5712.554199
	Iteration 29Q: 3 clusters Score -1.227372e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -12273813.000000 Penalty: 5712.554199
	Iteration 30Q: 3 clusters Score -1.227381e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -12273892.000000 Penalty: 5712.554199
	Iteration 31Q: 3 clusters Score -1.227389e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -12273943.000000 Penalty: 5712.554199
	Iteration 32Q: 3 clusters Score -1.227394e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -12274041.000000 Penalty: 5712.554199
	Iteration 33Q: 3 clusters Score -1.227404e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -12274102.000000 Penalty: 5712.554199
	Iteration 34Q: 3 clusters Score -1.22741e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -12274141.000000 Penalty: 5712.554199
	Iteration 35Q: 3 clusters Score -1.227414e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -12274219.000000 Penalty: 5712.554199
	Iteration 36Q: 3 clusters Score -1.227422e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -12274261.000000 Penalty: 5712.554199
	Iteration 37Q: 3 clusters Score -1.227426e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -12274272.000000 Penalty: 5712.554199
	Iteration 38Q: 3 clusters Score -1.227427e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -12274283.000000 Penalty: 5712.554199
	Iteration 39Q: 3 clusters Score -1.227428e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -12274344.000000 Penalty: 5712.554199
	Iteration 40F: 3 clusters Score -1.227434e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -12274402.000000 Penalty: 5712.554199
	Iteration 41Q: 3 clusters Score -1.22744e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -12274439.000000 Penalty: 5712.554199
	Iteration 42Q: 3 clusters Score -1.227444e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -12274431.000000 Penalty: 5712.554199
	Iteration 43Q: 3 clusters Score -1.227443e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -12274449.000000 Penalty: 5712.554199
	Iteration 44Q: 3 clusters Score -1.227445e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -12274427.000000 Penalty: 5712.554199
	Iteration 45Q: 3 clusters Score -1.227443e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -12274476.000000 Penalty: 5712.554199
	Iteration 46Q: 3 clusters Score -1.227448e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -12274480.000000 Penalty: 5712.554199
	Iteration 47Q: 3 clusters Score -1.227448e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -12274510.000000 Penalty: 5712.554199
	Iteration 48Q: 3 clusters Score -1.227451e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -12274519.000000 Penalty: 5712.554199
	Iteration 49Q: 3 clusters Score -1.227452e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -12274539.000000 Penalty: 5712.554199
	Iteration 50Q: 3 clusters Score -1.227454e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -12274547.000000 Penalty: 5712.554199
	Iteration 51Q: 3 clusters Score -1.227455e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -12274541.000000 Penalty: 5712.554199
	Iteration 52Q: 3 clusters Score -1.227454e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -12274563.000000 Penalty: 5712.554199
	Iteration 53Q: 3 clusters Score -1.227456e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -12274590.000000 Penalty: 5712.554199
	Iteration 54Q: 3 clusters Score -1.227459e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -12274606.000000 Penalty: 5712.554199
	Iteration 55Q: 3 clusters Score -1.227461e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -12274642.000000 Penalty: 5712.554199
	Iteration 56Q: 3 clusters Score -1.227464e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -12274669.000000 Penalty: 5712.554199
	Iteration 57Q: 3 clusters Score -1.227467e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -12274686.000000 Penalty: 5712.554199
	Iteration 58Q: 3 clusters Score -1.227469e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -12274665.000000 Penalty: 5712.554199
	Iteration 59Q: 3 clusters Score -1.227466e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -12274692.000000 Penalty: 5712.554199
	Iteration 60F: 3 clusters Score -1.227469e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -12274703.000000 Penalty: 5712.554199
	Iteration 61Q: 3 clusters Score -1.22747e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -12274698.000000 Penalty: 5712.554199
	Iteration 62Q: 3 clusters Score -1.22747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -12274685.000000 Penalty: 5712.554199
	Iteration 63Q: 3 clusters Score -1.227468e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -12274698.000000 Penalty: 5712.554199
	Iteration 64Q: 3 clusters Score -1.22747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -12274732.000000 Penalty: 5712.554199
	Iteration 65Q: 3 clusters Score -1.227473e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -12274722.000000 Penalty: 5712.554199
	Iteration 66Q: 3 clusters Score -1.227472e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -12274740.000000 Penalty: 5712.554199
	Iteration 67Q: 3 clusters Score -1.227474e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -12274726.000000 Penalty: 5712.554199
	Iteration 68Q: 3 clusters Score -1.227473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -12274702.000000 Penalty: 5712.554199
	Iteration 69Q: 3 clusters Score -1.22747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -12274715.000000 Penalty: 5712.554199
	Iteration 70Q: 3 clusters Score -1.227472e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -12274727.000000 Penalty: 5712.554199
	Iteration 71Q: 3 clusters Score -1.227473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -12274720.000000 Penalty: 5712.554199
	Iteration 72Q: 3 clusters Score -1.227472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -12274726.000000 Penalty: 5712.554199
	Iteration 73Q: 3 clusters Score -1.227473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -12274724.000000 Penalty: 5712.554199
	Iteration 74Q: 3 clusters Score -1.227472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -12274722.000000 Penalty: 5712.554199
	Iteration 75Q: 3 clusters Score -1.227472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -12274720.000000 Penalty: 5712.554199
	Iteration 76Q: 3 clusters Score -1.227472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -12274717.000000 Penalty: 5712.554199
	Iteration 77Q: 3 clusters Score -1.227472e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -12274731.000000 Penalty: 5712.554199
	Iteration 78Q: 3 clusters Score -1.227473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -12274713.000000 Penalty: 5712.554199
	Iteration 79Q: 3 clusters Score -1.227471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -12274729.000000 Penalty: 5712.554199
	Iteration 80F: 3 clusters Score -1.227473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -12274747.000000 Penalty: 5712.554199
	Iteration 81Q: 3 clusters Score -1.227475e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -12274748.000000 Penalty: 5712.554199
	Iteration 82Q: 3 clusters Score -1.227475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -12274767.000000 Penalty: 5712.554199
	Iteration 83Q: 3 clusters Score -1.227477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -12274752.000000 Penalty: 5712.554199
	Iteration 84Q: 3 clusters Score -1.227475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -12274755.000000 Penalty: 5712.554199
	Iteration 85Q: 3 clusters Score -1.227476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -12274746.000000 Penalty: 5712.554199
	Iteration 86Q: 3 clusters Score -1.227475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -12274733.000000 Penalty: 5712.554199
	Iteration 87Q: 3 clusters Score -1.227473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -12274728.000000 Penalty: 5712.554199
	Iteration 88Q: 3 clusters Score -1.227473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -12274719.000000 Penalty: 5712.554199
	Iteration 89Q: 3 clusters Score -1.227472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -12274735.000000 Penalty: 5712.554199
	Iteration 90Q: 3 clusters Score -1.227474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -12274722.000000 Penalty: 5712.554199
	Iteration 91Q: 3 clusters Score -1.227472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -12274733.000000 Penalty: 5712.554199
	Iteration 92Q: 3 clusters Score -1.227473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -12274725.000000 Penalty: 5712.554199
	Iteration 93Q: 3 clusters Score -1.227472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -12274733.000000 Penalty: 5712.554199
	Iteration 94Q: 3 clusters Score -1.227473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -12274735.000000 Penalty: 5712.554199
	Iteration 95Q: 3 clusters Score -1.227474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -12274742.000000 Penalty: 5712.554199
	Iteration 96Q: 3 clusters Score -1.227474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -12274737.000000 Penalty: 5712.554199
	Iteration 97Q: 3 clusters Score -1.227474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -12274731.000000 Penalty: 5712.554199
	Iteration 98Q: 3 clusters Score -1.227473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -12274736.000000 Penalty: 5712.554199
	Iteration 99Q: 3 clusters Score -1.227474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -12274752.000000 Penalty: 5712.554199
	Iteration 100F: 3 clusters Score -1.227475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -12274755.000000 Penalty: 5712.554199
	Iteration 101Q: 3 clusters Score -1.227476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -12274757.000000 Penalty: 5712.554199
	Iteration 102Q: 3 clusters Score -1.227476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -12274759.000000 Penalty: 5712.554199
	Iteration 103Q: 3 clusters Score -1.227476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -12274750.000000 Penalty: 5712.554199
	Iteration 104Q: 3 clusters Score -1.227475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -12274750.000000 Penalty: 5712.554199
	Iteration 105Q: 3 clusters Score -1.227475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -12274756.000000 Penalty: 5712.554199
	Iteration 106Q: 3 clusters Score -1.227476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -12274750.000000 Penalty: 5712.554199
	Iteration 107Q: 3 clusters Score -1.227475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -12274756.000000 Penalty: 5712.554199
	Iteration 108Q: 3 clusters Score -1.227476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -12274753.000000 Penalty: 5712.554199
	Iteration 109Q: 3 clusters Score -1.227475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -12274754.000000 Penalty: 5712.554199
	Iteration 110Q: 3 clusters Score -1.227475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -12274757.000000 Penalty: 5712.554199
	Iteration 111Q: 3 clusters Score -1.227476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -12274756.000000 Penalty: 5712.554199
	Iteration 112Q: 3 clusters Score -1.227476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -12274757.000000 Penalty: 5712.554199
	Iteration 113Q: 3 clusters Score -1.227476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -12274762.000000 Penalty: 5712.554199
	Iteration 114Q: 3 clusters Score -1.227476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -12274765.000000 Penalty: 5712.554199
	Iteration 115Q: 3 clusters Score -1.227476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -12274765.000000 Penalty: 5712.554199
	Iteration 116F: 3 clusters Score -1.227476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1386523.250000 Penalty: 2310.959961
	Iteration 0F: 2 clusters Score -1386523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1378099.375000 Penalty: 4621.919922
	Iteration 0F: 3 clusters Score -1378099 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1380604.000000 Penalty: 4621.919922
	Iteration 1F: 3 clusters Score -1380604 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1381074.500000 Penalty: 4621.919922
	Iteration 2F: 3 clusters Score -1381074 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1381553.625000 Penalty: 4621.919922
	Iteration 3F: 3 clusters Score -1381554 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1382046.625000 Penalty: 4621.919922
	Iteration 4F: 3 clusters Score -1382047 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1382511.375000 Penalty: 4621.919922
	Iteration 5F: 3 clusters Score -1382511 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1382924.125000 Penalty: 4621.919922
	Iteration 6F: 3 clusters Score -1382924 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1383250.250000 Penalty: 4621.919922
	Iteration 7Q: 3 clusters Score -1383250 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1383532.625000 Penalty: 4621.919922
	Iteration 8Q: 3 clusters Score -1383533 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1383772.125000 Penalty: 4621.919922
	Iteration 9Q: 3 clusters Score -1383772 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1383996.625000 Penalty: 4621.919922
	Iteration 10Q: 3 clusters Score -1383997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1384191.625000 Penalty: 4621.919922
	Iteration 11Q: 3 clusters Score -1384192 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1384335.750000 Penalty: 4621.919922
	Iteration 12Q: 3 clusters Score -1384336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1384442.500000 Penalty: 4621.919922
	Iteration 13Q: 3 clusters Score -1384442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1384509.625000 Penalty: 4621.919922
	Iteration 14Q: 3 clusters Score -1384510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1384552.000000 Penalty: 4621.919922
	Iteration 15Q: 3 clusters Score -1384552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1384587.500000 Penalty: 4621.919922
	Iteration 16Q: 3 clusters Score -1384588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1384620.750000 Penalty: 4621.919922
	Iteration 17Q: 3 clusters Score -1384621 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1384644.500000 Penalty: 4621.919922
	Iteration 18Q: 3 clusters Score -1384644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1384671.000000 Penalty: 4621.919922
	Iteration 19Q: 3 clusters Score -1384671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1384694.125000 Penalty: 4621.919922
	Iteration 20F: 3 clusters Score -1384694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1384716.875000 Penalty: 4621.919922
	Iteration 21Q: 3 clusters Score -1384717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1384733.875000 Penalty: 4621.919922
	Iteration 22Q: 3 clusters Score -1384734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1384745.750000 Penalty: 4621.919922
	Iteration 23Q: 3 clusters Score -1384746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1384757.750000 Penalty: 4621.919922
	Iteration 24Q: 3 clusters Score -1384758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1384765.875000 Penalty: 4621.919922
	Iteration 25Q: 3 clusters Score -1384766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1384773.375000 Penalty: 4621.919922
	Iteration 26Q: 3 clusters Score -1384773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1384777.625000 Penalty: 4621.919922
	Iteration 27Q: 3 clusters Score -1384778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1384782.750000 Penalty: 4621.919922
	Iteration 28Q: 3 clusters Score -1384783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1384791.875000 Penalty: 4621.919922
	Iteration 29Q: 3 clusters Score -1384792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1384790.000000 Penalty: 4621.919922
	Iteration 30Q: 3 clusters Score -1384790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1384795.875000 Penalty: 4621.919922
	Iteration 31Q: 3 clusters Score -1384796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1384803.250000 Penalty: 4621.919922
	Iteration 32Q: 3 clusters Score -1384803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1384804.375000 Penalty: 4621.919922
	Iteration 33Q: 3 clusters Score -1384804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1384806.125000 Penalty: 4621.919922
	Iteration 34Q: 3 clusters Score -1384806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1384808.250000 Penalty: 4621.919922
	Iteration 35Q: 3 clusters Score -1384808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1384805.750000 Penalty: 4621.919922
	Iteration 36Q: 3 clusters Score -1384806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1384807.000000 Penalty: 4621.919922
	Iteration 37Q: 3 clusters Score -1384807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1384808.375000 Penalty: 4621.919922
	Iteration 38Q: 3 clusters Score -1384808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1384809.625000 Penalty: 4621.919922
	Iteration 39Q: 3 clusters Score -1384810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1384812.250000 Penalty: 4621.919922
	Iteration 40F: 3 clusters Score -1384812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1384813.375000 Penalty: 4621.919922
	Iteration 41Q: 3 clusters Score -1384813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1384815.250000 Penalty: 4621.919922
	Iteration 42Q: 3 clusters Score -1384815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1384818.250000 Penalty: 4621.919922
	Iteration 43Q: 3 clusters Score -1384818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1384821.750000 Penalty: 4621.919922
	Iteration 44Q: 3 clusters Score -1384822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1384820.500000 Penalty: 4621.919922
	Iteration 45Q: 3 clusters Score -1384820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1384828.375000 Penalty: 4621.919922
	Iteration 46Q: 3 clusters Score -1384828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1384831.000000 Penalty: 4621.919922
	Iteration 47Q: 3 clusters Score -1384831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1384833.750000 Penalty: 4621.919922
	Iteration 48Q: 3 clusters Score -1384834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1384833.250000 Penalty: 4621.919922
	Iteration 49Q: 3 clusters Score -1384833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1384833.875000 Penalty: 4621.919922
	Iteration 50Q: 3 clusters Score -1384834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1384835.250000 Penalty: 4621.919922
	Iteration 51Q: 3 clusters Score -1384835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1384837.000000 Penalty: 4621.919922
	Iteration 52Q: 3 clusters Score -1384837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1384837.000000 Penalty: 4621.919922
	Iteration 53Q: 3 clusters Score -1384837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1384837.000000 Penalty: 4621.919922
	Iteration 54F: 3 clusters Score -1384837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Entering Unmasked Estep 
Score: -16665992.000000 Penalty: 2926.460938
	Iteration 0F: 2 clusters Score -1.666599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -16576981.000000 Penalty: 5852.921875
	Iteration 0F: 3 clusters Score -1.657698e+07 nChanged 63561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -16614200.000000 Penalty: 5852.921875
	Iteration 1F: 3 clusters Score -1.66142e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -16615574.000000 Penalty: 5852.921875
	Iteration 2Q: 3 clusters Score -1.661557e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -16617665.000000 Penalty: 5852.921875
	Iteration 3Q: 3 clusters Score -1.661766e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -16621190.000000 Penalty: 5852.921875
	Iteration 4F: 3 clusters Score -1.662119e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -16626765.000000 Penalty: 5852.921875
	Iteration 5F: 3 clusters Score -1.662676e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -16635367.000000 Penalty: 5852.921875
	Iteration 6F: 3 clusters Score -1.663537e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -16645426.000000 Penalty: 5852.921875
	Iteration 7F: 3 clusters Score -1.664543e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -16653860.000000 Penalty: 5852.921875
	Iteration 8F: 3 clusters Score -1.665386e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16659217.000000 Penalty: 5852.921875
	Iteration 9Q: 3 clusters Score -1.665922e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -16661622.000000 Penalty: 5852.921875
	Iteration 10Q: 3 clusters Score -1.666162e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 132300 members 
Entering Unmasked Estep 
Score: -16662653.000000 Penalty: 5852.921875
	Iteration 11Q: 3 clusters Score -1.666265e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 132680 members 
Entering Unmasked Estep 
Score: -16663082.000000 Penalty: 5852.921875
	Iteration 12Q: 3 clusters Score -1.666308e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -16663233.000000 Penalty: 5852.921875
	Iteration 13Q: 3 clusters Score -1.666323e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 132885 members 
Entering Unmasked Estep 
Score: -16663296.000000 Penalty: 5852.921875
	Iteration 14Q: 3 clusters Score -1.66633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -16663338.000000 Penalty: 5852.921875
	Iteration 15Q: 3 clusters Score -1.666334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132930 members 
Entering Unmasked Estep 
Score: -16663361.000000 Penalty: 5852.921875
	Iteration 16Q: 3 clusters Score -1.666336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -16663380.000000 Penalty: 5852.921875
	Iteration 17Q: 3 clusters Score -1.666338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -16663378.000000 Penalty: 5852.921875
	Iteration 18Q: 3 clusters Score -1.666338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -16663380.000000 Penalty: 5852.921875
	Iteration 19Q: 3 clusters Score -1.666338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -16663390.000000 Penalty: 5852.921875
	Iteration 20F: 3 clusters Score -1.666339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -16663398.000000 Penalty: 5852.921875
	Iteration 21Q: 3 clusters Score -1.66634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -16663424.000000 Penalty: 5852.921875
	Iteration 22Q: 3 clusters Score -1.666342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -16663415.000000 Penalty: 5852.921875
	Iteration 23Q: 3 clusters Score -1.666342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 132980 members 
Entering Unmasked Estep 
Score: -16663430.000000 Penalty: 5852.921875
	Iteration 24Q: 3 clusters Score -1.666343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132985 members 
Entering Unmasked Estep 
Score: -16663429.000000 Penalty: 5852.921875
	Iteration 25Q: 3 clusters Score -1.666343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -16663429.000000 Penalty: 5852.921875
	Iteration 26Q: 3 clusters Score -1.666343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -16663429.000000 Penalty: 5852.921875
	Iteration 27F: 3 clusters Score -1.666343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Entering Unmasked Estep 
Score: -7130809.000000 Penalty: 2727.202881
	Iteration 0F: 2 clusters Score -7130809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7090962.500000 Penalty: 5454.405762
	Iteration 0F: 3 clusters Score -7090962 nChanged 27781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -7112147.500000 Penalty: 5454.405762
	Iteration 1F: 3 clusters Score -7112148 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7121887.000000 Penalty: 5454.405762
	Iteration 2F: 3 clusters Score -7121887 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -7132513.500000 Penalty: 5454.405762
	Iteration 3F: 3 clusters Score -7132514 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -7140758.000000 Penalty: 5454.405762
	Iteration 4F: 3 clusters Score -7140758 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -7146125.000000 Penalty: 5454.405762
	Iteration 5F: 3 clusters Score -7146125 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7148119.000000 Penalty: 5454.405762
	Iteration 6Q: 3 clusters Score -7148119 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7148576.500000 Penalty: 5454.405762
	Iteration 7Q: 3 clusters Score -7148576 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -7148700.500000 Penalty: 5454.405762
	Iteration 8Q: 3 clusters Score -7148700 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7148764.000000 Penalty: 5454.405762
	Iteration 9Q: 3 clusters Score -7148764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -7148784.500000 Penalty: 5454.405762
	Iteration 10Q: 3 clusters Score -7148784 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -7148807.000000 Penalty: 5454.405762
	Iteration 11Q: 3 clusters Score -7148807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7148831.000000 Penalty: 5454.405762
	Iteration 12Q: 3 clusters Score -7148831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -7148838.500000 Penalty: 5454.405762
	Iteration 13Q: 3 clusters Score -7148838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -7148862.000000 Penalty: 5454.405762
	Iteration 14Q: 3 clusters Score -7148862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7148857.500000 Penalty: 5454.405762
	Iteration 15Q: 3 clusters Score -7148858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7148864.000000 Penalty: 5454.405762
	Iteration 16Q: 3 clusters Score -7148864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7148869.500000 Penalty: 5454.405762
	Iteration 17Q: 3 clusters Score -7148870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7148875.000000 Penalty: 5454.405762
	Iteration 18Q: 3 clusters Score -7148875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -7148878.500000 Penalty: 5454.405762
	Iteration 19Q: 3 clusters Score -7148878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -7148882.000000 Penalty: 5454.405762
	Iteration 20F: 3 clusters Score -7148882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7148874.500000 Penalty: 5454.405762
	Iteration 21Q: 3 clusters Score -7148874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7148876.500000 Penalty: 5454.405762
	Iteration 22Q: 3 clusters Score -7148876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7148876.500000 Penalty: 5454.405762
	Iteration 23F: 3 clusters Score -7148876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 21460 members 
Entering Unmasked Estep 
Score: -134223120.000000 Penalty: 117396.515625
Splitting cluster 18 changes total score from -134089472.000000 to -134223120.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -549073.562500 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -549073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -544836.250000 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -544836.2 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -546861.000000 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -546861 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -548415.250000 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -548415.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -549653.562500 Penalty: 4183.709473
	Iteration 3F: 3 clusters Score -549653.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -550139.687500 Penalty: 4183.709473
	Iteration 4F: 3 clusters Score -550139.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -550290.125000 Penalty: 4183.709473
	Iteration 5Q: 3 clusters Score -550290.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -550352.812500 Penalty: 4183.709473
	Iteration 6Q: 3 clusters Score -550352.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -550386.125000 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -550386.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -550412.625000 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -550412.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -550435.750000 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -550435.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -550453.750000 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -550453.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -550465.500000 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -550465.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -550478.437500 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -550478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -550495.125000 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -550495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -550510.125000 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -550510.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -550525.437500 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -550525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -550536.937500 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -550536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -550539.500000 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -550539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -550542.625000 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -550542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -550544.500000 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -550544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -550546.500000 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -550546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 21460 members 
Mstep: Class 35 contains 1071 members 
Entering Unmasked Estep 
Score: -134223296.000000 Penalty: 120849.359375
Splitting cluster 19 changes total score from -134089472.000000 to -134223296.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (18081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Entering Unmasked Estep 
Score: -2206244.500000 Penalty: 2431.049072
	Iteration 0F: 2 clusters Score -2206244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2193508.500000 Penalty: 4862.098145
	Iteration 0F: 3 clusters Score -2193508 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2198542.000000 Penalty: 4862.098145
	Iteration 1F: 3 clusters Score -2198542 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2201692.750000 Penalty: 4862.098145
	Iteration 2F: 3 clusters Score -2201693 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2207465.500000 Penalty: 4862.098145
	Iteration 3F: 3 clusters Score -2207466 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2211679.000000 Penalty: 4862.098145
	Iteration 4F: 3 clusters Score -2211679 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2212650.000000 Penalty: 4862.098145
	Iteration 5F: 3 clusters Score -2212650 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2212815.500000 Penalty: 4862.098145
	Iteration 6Q: 3 clusters Score -2212816 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2212876.750000 Penalty: 4862.098145
	Iteration 7Q: 3 clusters Score -2212877 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2212918.500000 Penalty: 4862.098145
	Iteration 8Q: 3 clusters Score -2212918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2212937.000000 Penalty: 4862.098145
	Iteration 9Q: 3 clusters Score -2212937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2212949.500000 Penalty: 4862.098145
	Iteration 10Q: 3 clusters Score -2212950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2212953.000000 Penalty: 4862.098145
	Iteration 11Q: 3 clusters Score -2212953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2212955.750000 Penalty: 4862.098145
	Iteration 12Q: 3 clusters Score -2212956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2212964.750000 Penalty: 4862.098145
	Iteration 13Q: 3 clusters Score -2212965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2212968.250000 Penalty: 4862.098145
	Iteration 14Q: 3 clusters Score -2212968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2212963.000000 Penalty: 4862.098145
	Iteration 15Q: 3 clusters Score -2212963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2212965.750000 Penalty: 4862.098145
	Iteration 16Q: 3 clusters Score -2212966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2212967.000000 Penalty: 4862.098145
	Iteration 17Q: 3 clusters Score -2212967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2212969.000000 Penalty: 4862.098145
	Iteration 18Q: 3 clusters Score -2212969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2212969.750000 Penalty: 4862.098145
	Iteration 19Q: 3 clusters Score -2212970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2212972.500000 Penalty: 4862.098145
	Iteration 20F: 3 clusters Score -2212972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2212972.000000 Penalty: 4862.098145
	Iteration 21Q: 3 clusters Score -2212972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2212976.250000 Penalty: 4862.098145
	Iteration 22Q: 3 clusters Score -2212976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2212976.000000 Penalty: 4862.098145
	Iteration 23Q: 3 clusters Score -2212976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2212976.000000 Penalty: 4862.098145
	Iteration 24F: 3 clusters Score -2212976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 21460 members 
Mstep: Class 35 contains 1071 members 
Mstep: Class 36 contains 13255 members 
Entering Unmasked Estep 
Score: -134229248.000000 Penalty: 124302.195312
Splitting cluster 20 changes total score from -134089472.000000 to -134229248.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -291707.843750 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -291707.8 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 1670 members 
Entering Unmasked Estep 
Score: -288701.718750 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -288701.7 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -291470.843750 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -291470.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -295803.687500 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -295803.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -300617.468750 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -300617.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -303140.437500 Penalty: 4019.633301
	Iteration 4F: 3 clusters Score -303140.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -304165.656250 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -304165.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -304389.093750 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -304389.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -304430.437500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -304430.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -304451.250000 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -304451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -304455.125000 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -304455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -304455.125000 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -304455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -304455.125000 Penalty: 4019.633301
	Iteration 11F: 3 clusters Score -304455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 24003 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 21460 members 
Mstep: Class 35 contains 1071 members 
Mstep: Class 36 contains 13255 members 
Mstep: Class 37 contains 2037 members 
Entering Unmasked Estep 
Score: -134240912.000000 Penalty: 127755.039062
Splitting cluster 21 changes total score from -134089472.000000 to -134240912.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (24003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Entering Unmasked Estep 
Score: -2836723.000000 Penalty: 2501.311523
	Iteration 0F: 2 clusters Score -2836723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2819983.000000 Penalty: 5002.623047
	Iteration 0F: 3 clusters Score -2819983 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2828310.500000 Penalty: 5002.623047
	Iteration 1F: 3 clusters Score -2828310 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2832726.000000 Penalty: 5002.623047
	Iteration 2F: 3 clusters Score -2832726 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2836953.750000 Penalty: 5002.623047
	Iteration 3F: 3 clusters Score -2836954 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2839943.000000 Penalty: 5002.623047
	Iteration 4F: 3 clusters Score -2839943 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2842182.000000 Penalty: 5002.623047
	Iteration 5F: 3 clusters Score -2842182 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2843505.750000 Penalty: 5002.623047
	Iteration 6Q: 3 clusters Score -2843506 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2844284.500000 Penalty: 5002.623047
	Iteration 7Q: 3 clusters Score -2844284 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2844712.000000 Penalty: 5002.623047
	Iteration 8Q: 3 clusters Score -2844712 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2844939.000000 Penalty: 5002.623047
	Iteration 9Q: 3 clusters Score -2844939 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2845066.000000 Penalty: 5002.623047
	Iteration 10Q: 3 clusters Score -2845066 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2845172.750000 Penalty: 5002.623047
	Iteration 11Q: 3 clusters Score -2845173 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2845227.500000 Penalty: 5002.623047
	Iteration 12Q: 3 clusters Score -2845228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2845272.750000 Penalty: 5002.623047
	Iteration 13Q: 3 clusters Score -2845273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2845319.500000 Penalty: 5002.623047
	Iteration 14Q: 3 clusters Score -2845320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2845336.750000 Penalty: 5002.623047
	Iteration 15Q: 3 clusters Score -2845337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2845363.500000 Penalty: 5002.623047
	Iteration 16Q: 3 clusters Score -2845364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2845370.750000 Penalty: 5002.623047
	Iteration 17Q: 3 clusters Score -2845371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2845363.500000 Penalty: 5002.623047
	Iteration 18Q: 3 clusters Score -2845364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2845372.500000 Penalty: 5002.623047
	Iteration 19Q: 3 clusters Score -2845372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2845381.000000 Penalty: 5002.623047
	Iteration 20F: 3 clusters Score -2845381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2845385.750000 Penalty: 5002.623047
	Iteration 21Q: 3 clusters Score -2845386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2845375.750000 Penalty: 5002.623047
	Iteration 22Q: 3 clusters Score -2845376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2845379.250000 Penalty: 5002.623047
	Iteration 23Q: 3 clusters Score -2845379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2845376.500000 Penalty: 5002.623047
	Iteration 24Q: 3 clusters Score -2845376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2845377.250000 Penalty: 5002.623047
	Iteration 25Q: 3 clusters Score -2845377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2845377.250000 Penalty: 5002.623047
	Iteration 26F: 3 clusters Score -2845377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 14845 members 
Mstep: Class 23 contains 247161 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 8098 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 30932 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 21460 members 
Mstep: Class 35 contains 1071 members 
Mstep: Class 36 contains 13255 members 
Mstep: Class 37 contains 2037 members 
Mstep: Class 38 contains 9158 members 
Entering Unmasked Estep 
Score: -134248816.000000 Penalty: 131207.875000
Splitting cluster 22 changes total score from -134089472.000000 to -134248816.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 6425 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 109231 members 
Mstep: Class 6 contains 33791 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 44664 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134274880.000000 Penalty: 131207.875000
Iteration 39Q: 39 clusters Score -1.342749e+08 nChanged 33232
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 31905 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 15437 members 
Mstep: Class 5 contains 111098 members 
Mstep: Class 6 contains 33723 members 
Mstep: Class 7 contains 51192 members 
Mstep: Class 8 contains 45889 members 
Mstep: Class 9 contains 45265 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 100932 members 
Mstep: Class 15 contains 11206 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 134799 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 14687 members 
Mstep: Class 23 contains 242027 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 10856 members 
Mstep: Class 27 contains 8671 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 29879 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 39818 members 
Mstep: Class 32 contains 7950 members 
Mstep: Class 33 contains 5582 members 
Mstep: Class 34 contains 20311 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 13041 members 
Mstep: Class 37 contains 1879 members 
Mstep: Class 38 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134302480.000000 Penalty: 131207.875000
Iteration 40F: 39 clusters Score -1.343025e+08 nChanged 25167
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 32621 members 
Mstep: Class 3 contains 6349 members 
Mstep: Class 4 contains 15437 members 
Mstep: Class 5 contains 111367 members 
Mstep: Class 6 contains 33183 members 
Mstep: Class 7 contains 51134 members 
Mstep: Class 8 contains 45313 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11027 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 99437 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 135179 members 
Mstep: Class 18 contains 36270 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 14204 members 
Mstep: Class 23 contains 241542 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 12017 members 
Mstep: Class 27 contains 9101 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 30197 members 
Mstep: Class 30 contains 198 members 
Mstep: Class 31 contains 39407 members 
Mstep: Class 32 contains 8067 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 19834 members 
Mstep: Class 35 contains 1192 members 
Mstep: Class 36 contains 13661 members 
Mstep: Class 37 contains 2209 members 
Mstep: Class 38 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134312976.000000 Penalty: 131207.875000
Iteration 41Q: 39 clusters Score -1.34313e+08 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 33357 members 
Mstep: Class 3 contains 6224 members 
Mstep: Class 4 contains 15439 members 
Mstep: Class 5 contains 111802 members 
Mstep: Class 6 contains 32914 members 
Mstep: Class 7 contains 51159 members 
Mstep: Class 8 contains 45180 members 
Mstep: Class 9 contains 44758 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11981 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 98143 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 4770 members 
Mstep: Class 17 contains 135437 members 
Mstep: Class 18 contains 34856 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 13876 members 
Mstep: Class 23 contains 240813 members 
Mstep: Class 24 contains 13864 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 12769 members 
Mstep: Class 27 contains 9419 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 30273 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 38846 members 
Mstep: Class 32 contains 8122 members 
Mstep: Class 33 contains 7106 members 
Mstep: Class 34 contains 19283 members 
Mstep: Class 35 contains 1262 members 
Mstep: Class 36 contains 14097 members 
Mstep: Class 37 contains 2412 members 
Mstep: Class 38 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134317168.000000 Penalty: 131207.875000
Iteration 42Q: 39 clusters Score -1.343172e+08 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 33943 members 
Mstep: Class 3 contains 6157 members 
Mstep: Class 4 contains 15438 members 
Mstep: Class 5 contains 112143 members 
Mstep: Class 6 contains 32775 members 
Mstep: Class 7 contains 51163 members 
Mstep: Class 8 contains 45167 members 
Mstep: Class 9 contains 44675 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 12901 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 11934 members 
Mstep: Class 14 contains 96920 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 135651 members 
Mstep: Class 18 contains 33769 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 13632 members 
Mstep: Class 23 contains 240267 members 
Mstep: Class 24 contains 14107 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 13377 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 3869 members 
Mstep: Class 29 contains 30312 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 38257 members 
Mstep: Class 32 contains 8161 members 
Mstep: Class 33 contains 7574 members 
Mstep: Class 34 contains 18777 members 
Mstep: Class 35 contains 1311 members 
Mstep: Class 36 contains 14491 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 9531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134321024.000000 Penalty: 131207.875000
Iteration 43Q: 39 clusters Score -1.34321e+08 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 34391 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 15451 members 
Mstep: Class 5 contains 112447 members 
Mstep: Class 6 contains 32679 members 
Mstep: Class 7 contains 51154 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 13772 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 95841 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 135806 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 13457 members 
Mstep: Class 23 contains 239890 members 
Mstep: Class 24 contains 14270 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 13889 members 
Mstep: Class 27 contains 9733 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 30298 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 37696 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 7928 members 
Mstep: Class 34 contains 18269 members 
Mstep: Class 35 contains 1350 members 
Mstep: Class 36 contains 14784 members 
Mstep: Class 37 contains 2610 members 
Mstep: Class 38 contains 9620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134323280.000000 Penalty: 131207.875000
Iteration 44Q: 39 clusters Score -1.343233e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 34791 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 112691 members 
Mstep: Class 6 contains 32613 members 
Mstep: Class 7 contains 51179 members 
Mstep: Class 8 contains 45300 members 
Mstep: Class 9 contains 44689 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 14611 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 12110 members 
Mstep: Class 14 contains 94883 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 135945 members 
Mstep: Class 18 contains 32122 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 13324 members 
Mstep: Class 23 contains 239561 members 
Mstep: Class 24 contains 14383 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 14359 members 
Mstep: Class 27 contains 9700 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 30273 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 37196 members 
Mstep: Class 32 contains 8256 members 
Mstep: Class 33 contains 8210 members 
Mstep: Class 34 contains 17775 members 
Mstep: Class 35 contains 1381 members 
Mstep: Class 36 contains 15022 members 
Mstep: Class 37 contains 2673 members 
Mstep: Class 38 contains 9669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134326000.000000 Penalty: 131207.875000
Iteration 45Q: 39 clusters Score -1.34326e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 35083 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 112931 members 
Mstep: Class 6 contains 32571 members 
Mstep: Class 7 contains 51187 members 
Mstep: Class 8 contains 45361 members 
Mstep: Class 9 contains 44688 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 15392 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 94047 members 
Mstep: Class 15 contains 11193 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 136107 members 
Mstep: Class 18 contains 31492 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 13207 members 
Mstep: Class 23 contains 239288 members 
Mstep: Class 24 contains 14475 members 
Mstep: Class 25 contains 3012 members 
Mstep: Class 26 contains 14834 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 30260 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 8274 members 
Mstep: Class 33 contains 8456 members 
Mstep: Class 34 contains 17271 members 
Mstep: Class 35 contains 1399 members 
Mstep: Class 36 contains 15182 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134328624.000000 Penalty: 131207.875000
Iteration 46Q: 39 clusters Score -1.343286e+08 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 35331 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 113093 members 
Mstep: Class 6 contains 32528 members 
Mstep: Class 7 contains 51248 members 
Mstep: Class 8 contains 45428 members 
Mstep: Class 9 contains 44671 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 16168 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 93270 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 136264 members 
Mstep: Class 18 contains 30865 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 239075 members 
Mstep: Class 24 contains 14549 members 
Mstep: Class 25 contains 3011 members 
Mstep: Class 26 contains 15332 members 
Mstep: Class 27 contains 9428 members 
Mstep: Class 28 contains 5447 members 
Mstep: Class 29 contains 30252 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 36395 members 
Mstep: Class 32 contains 8298 members 
Mstep: Class 33 contains 8668 members 
Mstep: Class 34 contains 16792 members 
Mstep: Class 35 contains 1423 members 
Mstep: Class 36 contains 15313 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134331840.000000 Penalty: 131207.875000
Iteration 47Q: 39 clusters Score -1.343318e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 35547 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 15465 members 
Mstep: Class 5 contains 113182 members 
Mstep: Class 6 contains 32510 members 
Mstep: Class 7 contains 51306 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 44668 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 92573 members 
Mstep: Class 15 contains 11014 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 136433 members 
Mstep: Class 18 contains 30268 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 5040 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 13076 members 
Mstep: Class 23 contains 238896 members 
Mstep: Class 24 contains 14603 members 
Mstep: Class 25 contains 3007 members 
Mstep: Class 26 contains 15846 members 
Mstep: Class 27 contains 9336 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 30236 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 36064 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 8845 members 
Mstep: Class 34 contains 16332 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 15429 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 9783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134334352.000000 Penalty: 131207.875000
Iteration 48Q: 39 clusters Score -1.343344e+08 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 35727 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 113267 members 
Mstep: Class 6 contains 32485 members 
Mstep: Class 7 contains 51370 members 
Mstep: Class 8 contains 45596 members 
Mstep: Class 9 contains 44639 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 17475 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 91903 members 
Mstep: Class 15 contains 10876 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 136592 members 
Mstep: Class 18 contains 29707 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 13045 members 
Mstep: Class 23 contains 238778 members 
Mstep: Class 24 contains 14644 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 16333 members 
Mstep: Class 27 contains 9350 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 30225 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 35809 members 
Mstep: Class 32 contains 8332 members 
Mstep: Class 33 contains 9006 members 
Mstep: Class 34 contains 15969 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 15528 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134335680.000000 Penalty: 131207.875000
Iteration 49Q: 39 clusters Score -1.343357e+08 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 35871 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 113362 members 
Mstep: Class 6 contains 32458 members 
Mstep: Class 7 contains 51464 members 
Mstep: Class 8 contains 45732 members 
Mstep: Class 9 contains 44624 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 17932 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 91235 members 
Mstep: Class 15 contains 10716 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 136719 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 5032 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 13044 members 
Mstep: Class 23 contains 238667 members 
Mstep: Class 24 contains 14668 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 16768 members 
Mstep: Class 27 contains 9434 members 
Mstep: Class 28 contains 6161 members 
Mstep: Class 29 contains 30213 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 35613 members 
Mstep: Class 32 contains 8338 members 
Mstep: Class 33 contains 9101 members 
Mstep: Class 34 contains 15726 members 
Mstep: Class 35 contains 1472 members 
Mstep: Class 36 contains 15616 members 
Mstep: Class 37 contains 2906 members 
Mstep: Class 38 contains 9858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134336784.000000 Penalty: 131207.875000
Iteration 50Q: 39 clusters Score -1.343368e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 35993 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 15455 members 
Mstep: Class 5 contains 113428 members 
Mstep: Class 6 contains 32444 members 
Mstep: Class 7 contains 51590 members 
Mstep: Class 8 contains 45878 members 
Mstep: Class 9 contains 44605 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 12353 members 
Mstep: Class 14 contains 90585 members 
Mstep: Class 15 contains 10573 members 
Mstep: Class 16 contains 4037 members 
Mstep: Class 17 contains 136837 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 13057 members 
Mstep: Class 23 contains 238616 members 
Mstep: Class 24 contains 14693 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 17140 members 
Mstep: Class 27 contains 9530 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 30202 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 35428 members 
Mstep: Class 32 contains 8343 members 
Mstep: Class 33 contains 9172 members 
Mstep: Class 34 contains 15540 members 
Mstep: Class 35 contains 1484 members 
Mstep: Class 36 contains 15698 members 
Mstep: Class 37 contains 2949 members 
Mstep: Class 38 contains 9885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134337184.000000 Penalty: 131207.875000
Iteration 51Q: 39 clusters Score -1.343372e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 36106 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 15446 members 
Mstep: Class 5 contains 113488 members 
Mstep: Class 6 contains 32429 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 46004 members 
Mstep: Class 9 contains 44598 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 18628 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12350 members 
Mstep: Class 14 contains 89930 members 
Mstep: Class 15 contains 10453 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 136942 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 13087 members 
Mstep: Class 23 contains 238588 members 
Mstep: Class 24 contains 14724 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 17439 members 
Mstep: Class 27 contains 9649 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 30205 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 35248 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 9256 members 
Mstep: Class 34 contains 15419 members 
Mstep: Class 35 contains 1486 members 
Mstep: Class 36 contains 15749 members 
Mstep: Class 37 contains 2980 members 
Mstep: Class 38 contains 9904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338240.000000 Penalty: 131207.875000
Iteration 52Q: 39 clusters Score -1.343382e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 6061 members 
Mstep: Class 4 contains 15441 members 
Mstep: Class 5 contains 113506 members 
Mstep: Class 6 contains 32421 members 
Mstep: Class 7 contains 51865 members 
Mstep: Class 8 contains 46139 members 
Mstep: Class 9 contains 44583 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 18894 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12345 members 
Mstep: Class 14 contains 89358 members 
Mstep: Class 15 contains 10349 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 137034 members 
Mstep: Class 18 contains 28121 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 238538 members 
Mstep: Class 24 contains 14746 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 17690 members 
Mstep: Class 27 contains 9747 members 
Mstep: Class 28 contains 6342 members 
Mstep: Class 29 contains 30203 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 35088 members 
Mstep: Class 32 contains 8355 members 
Mstep: Class 33 contains 9350 members 
Mstep: Class 34 contains 15331 members 
Mstep: Class 35 contains 1487 members 
Mstep: Class 36 contains 15802 members 
Mstep: Class 37 contains 3014 members 
Mstep: Class 38 contains 9927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339376.000000 Penalty: 131207.875000
Iteration 53Q: 39 clusters Score -1.343394e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 15452 members 
Mstep: Class 5 contains 113537 members 
Mstep: Class 6 contains 32404 members 
Mstep: Class 7 contains 52011 members 
Mstep: Class 8 contains 46245 members 
Mstep: Class 9 contains 44579 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 12343 members 
Mstep: Class 14 contains 88868 members 
Mstep: Class 15 contains 10254 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 137117 members 
Mstep: Class 18 contains 27895 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 238472 members 
Mstep: Class 24 contains 14756 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 17892 members 
Mstep: Class 27 contains 9837 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34944 members 
Mstep: Class 32 contains 8358 members 
Mstep: Class 33 contains 9421 members 
Mstep: Class 34 contains 15264 members 
Mstep: Class 35 contains 1487 members 
Mstep: Class 36 contains 15854 members 
Mstep: Class 37 contains 3046 members 
Mstep: Class 38 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338784.000000 Penalty: 131207.875000
Iteration 54Q: 39 clusters Score -1.343388e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 36327 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 15457 members 
Mstep: Class 5 contains 113575 members 
Mstep: Class 6 contains 32400 members 
Mstep: Class 7 contains 52185 members 
Mstep: Class 8 contains 46335 members 
Mstep: Class 9 contains 44568 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19285 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 12344 members 
Mstep: Class 14 contains 88372 members 
Mstep: Class 15 contains 10188 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 137169 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 13210 members 
Mstep: Class 23 contains 238406 members 
Mstep: Class 24 contains 14770 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 18044 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 6395 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34827 members 
Mstep: Class 32 contains 8347 members 
Mstep: Class 33 contains 9484 members 
Mstep: Class 34 contains 15208 members 
Mstep: Class 35 contains 1495 members 
Mstep: Class 36 contains 15894 members 
Mstep: Class 37 contains 3081 members 
Mstep: Class 38 contains 9951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339376.000000 Penalty: 131207.875000
Iteration 55Q: 39 clusters Score -1.343394e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 36369 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 15460 members 
Mstep: Class 5 contains 113566 members 
Mstep: Class 6 contains 32383 members 
Mstep: Class 7 contains 52367 members 
Mstep: Class 8 contains 46460 members 
Mstep: Class 9 contains 44562 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 12350 members 
Mstep: Class 14 contains 87892 members 
Mstep: Class 15 contains 10123 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 137218 members 
Mstep: Class 18 contains 27561 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 13235 members 
Mstep: Class 23 contains 238400 members 
Mstep: Class 24 contains 14777 members 
Mstep: Class 25 contains 3011 members 
Mstep: Class 26 contains 18212 members 
Mstep: Class 27 contains 9946 members 
Mstep: Class 28 contains 6399 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34756 members 
Mstep: Class 32 contains 8340 members 
Mstep: Class 33 contains 9521 members 
Mstep: Class 34 contains 15173 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 15923 members 
Mstep: Class 37 contains 3096 members 
Mstep: Class 38 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339632.000000 Penalty: 131207.875000
Iteration 56Q: 39 clusters Score -1.343396e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 36420 members 
Mstep: Class 3 contains 6052 members 
Mstep: Class 4 contains 15461 members 
Mstep: Class 5 contains 113562 members 
Mstep: Class 6 contains 32376 members 
Mstep: Class 7 contains 52545 members 
Mstep: Class 8 contains 46563 members 
Mstep: Class 9 contains 44537 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19574 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 14 contains 87465 members 
Mstep: Class 15 contains 10073 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 137237 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 13259 members 
Mstep: Class 23 contains 238388 members 
Mstep: Class 24 contains 14783 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 18360 members 
Mstep: Class 27 contains 9990 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 30205 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34694 members 
Mstep: Class 32 contains 8331 members 
Mstep: Class 33 contains 9549 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 15945 members 
Mstep: Class 37 contains 3130 members 
Mstep: Class 38 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340032.000000 Penalty: 131207.875000
Iteration 57Q: 39 clusters Score -1.3434e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 36453 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 113539 members 
Mstep: Class 6 contains 32366 members 
Mstep: Class 7 contains 52729 members 
Mstep: Class 8 contains 46680 members 
Mstep: Class 9 contains 44526 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19687 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 87064 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 137255 members 
Mstep: Class 18 contains 27330 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 13265 members 
Mstep: Class 23 contains 238385 members 
Mstep: Class 24 contains 14791 members 
Mstep: Class 25 contains 3012 members 
Mstep: Class 26 contains 18502 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 6410 members 
Mstep: Class 29 contains 30198 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34629 members 
Mstep: Class 32 contains 8329 members 
Mstep: Class 33 contains 9589 members 
Mstep: Class 34 contains 15140 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 15972 members 
Mstep: Class 37 contains 3154 members 
Mstep: Class 38 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340240.000000 Penalty: 131207.875000
Iteration 58Q: 39 clusters Score -1.343402e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 36481 members 
Mstep: Class 3 contains 6043 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 113506 members 
Mstep: Class 6 contains 32355 members 
Mstep: Class 7 contains 52866 members 
Mstep: Class 8 contains 46776 members 
Mstep: Class 9 contains 44523 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 86696 members 
Mstep: Class 15 contains 9961 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 137298 members 
Mstep: Class 18 contains 27234 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 13277 members 
Mstep: Class 23 contains 238402 members 
Mstep: Class 24 contains 14787 members 
Mstep: Class 25 contains 3001 members 
Mstep: Class 26 contains 18654 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 30194 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34553 members 
Mstep: Class 32 contains 8318 members 
Mstep: Class 33 contains 9622 members 
Mstep: Class 34 contains 15128 members 
Mstep: Class 35 contains 1520 members 
Mstep: Class 36 contains 16001 members 
Mstep: Class 37 contains 3166 members 
Mstep: Class 38 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340496.000000 Penalty: 131207.875000
Iteration 59Q: 39 clusters Score -1.343405e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 36506 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 15471 members 
Mstep: Class 5 contains 113466 members 
Mstep: Class 6 contains 32353 members 
Mstep: Class 7 contains 52986 members 
Mstep: Class 8 contains 46864 members 
Mstep: Class 9 contains 44520 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19876 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 86352 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 137337 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 13287 members 
Mstep: Class 23 contains 238405 members 
Mstep: Class 24 contains 14785 members 
Mstep: Class 25 contains 3000 members 
Mstep: Class 26 contains 18806 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 6417 members 
Mstep: Class 29 contains 30200 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 34485 members 
Mstep: Class 32 contains 8312 members 
Mstep: Class 33 contains 9636 members 
Mstep: Class 34 contains 15124 members 
Mstep: Class 35 contains 1528 members 
Mstep: Class 36 contains 16025 members 
Mstep: Class 37 contains 3177 members 
Mstep: Class 38 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134341664.000000 Penalty: 131207.875000
Iteration 60F: 39 clusters Score -1.343417e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 36533 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 113444 members 
Mstep: Class 6 contains 32346 members 
Mstep: Class 7 contains 52993 members 
Mstep: Class 8 contains 46936 members 
Mstep: Class 9 contains 44507 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 19989 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 86041 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 137367 members 
Mstep: Class 18 contains 26816 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 13290 members 
Mstep: Class 23 contains 238403 members 
Mstep: Class 24 contains 14779 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 19167 members 
Mstep: Class 27 contains 10247 members 
Mstep: Class 28 contains 6518 members 
Mstep: Class 29 contains 30212 members 
Mstep: Class 30 contains 221 members 
Mstep: Class 31 contains 34411 members 
Mstep: Class 32 contains 8308 members 
Mstep: Class 33 contains 9659 members 
Mstep: Class 34 contains 15101 members 
Mstep: Class 35 contains 1537 members 
Mstep: Class 36 contains 16055 members 
Mstep: Class 37 contains 3214 members 
Mstep: Class 38 contains 9995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134342480.000000 Penalty: 131207.875000
Iteration 61Q: 39 clusters Score -1.343425e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 36541 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 113435 members 
Mstep: Class 6 contains 32335 members 
Mstep: Class 7 contains 53027 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 44473 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20067 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12296 members 
Mstep: Class 14 contains 85761 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 137416 members 
Mstep: Class 18 contains 26456 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 13292 members 
Mstep: Class 23 contains 238400 members 
Mstep: Class 24 contains 14785 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 19514 members 
Mstep: Class 27 contains 10330 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 30212 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34361 members 
Mstep: Class 32 contains 8308 members 
Mstep: Class 33 contains 9688 members 
Mstep: Class 34 contains 15102 members 
Mstep: Class 35 contains 1551 members 
Mstep: Class 36 contains 16071 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 10001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134342704.000000 Penalty: 131207.875000
Iteration 62Q: 39 clusters Score -1.343427e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 36565 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 113427 members 
Mstep: Class 6 contains 32325 members 
Mstep: Class 7 contains 53111 members 
Mstep: Class 8 contains 47074 members 
Mstep: Class 9 contains 44448 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20145 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 85518 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 137431 members 
Mstep: Class 18 contains 26125 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 13288 members 
Mstep: Class 23 contains 238376 members 
Mstep: Class 24 contains 14787 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 19818 members 
Mstep: Class 27 contains 10386 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 30210 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34291 members 
Mstep: Class 32 contains 8317 members 
Mstep: Class 33 contains 9724 members 
Mstep: Class 34 contains 15094 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 16082 members 
Mstep: Class 37 contains 3279 members 
Mstep: Class 38 contains 10009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134343168.000000 Penalty: 131207.875000
Iteration 63Q: 39 clusters Score -1.343432e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 36595 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 113429 members 
Mstep: Class 6 contains 32321 members 
Mstep: Class 7 contains 53236 members 
Mstep: Class 8 contains 47126 members 
Mstep: Class 9 contains 44423 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20214 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 85278 members 
Mstep: Class 15 contains 9824 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 137436 members 
Mstep: Class 18 contains 25832 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 13278 members 
Mstep: Class 23 contains 238333 members 
Mstep: Class 24 contains 14786 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 10427 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 30222 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34230 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9764 members 
Mstep: Class 34 contains 15091 members 
Mstep: Class 35 contains 1566 members 
Mstep: Class 36 contains 16096 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134343456.000000 Penalty: 131207.875000
Iteration 64Q: 39 clusters Score -1.343435e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 36617 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 15452 members 
Mstep: Class 5 contains 113451 members 
Mstep: Class 6 contains 32312 members 
Mstep: Class 7 contains 53334 members 
Mstep: Class 8 contains 47197 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20269 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 85019 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 137461 members 
Mstep: Class 18 contains 25574 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 13270 members 
Mstep: Class 23 contains 238299 members 
Mstep: Class 24 contains 14792 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 20321 members 
Mstep: Class 27 contains 10460 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 30236 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34159 members 
Mstep: Class 32 contains 8321 members 
Mstep: Class 33 contains 9793 members 
Mstep: Class 34 contains 15089 members 
Mstep: Class 35 contains 1569 members 
Mstep: Class 36 contains 16114 members 
Mstep: Class 37 contains 3319 members 
Mstep: Class 38 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344208.000000 Penalty: 131207.875000
Iteration 65Q: 39 clusters Score -1.343442e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 36636 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 113474 members 
Mstep: Class 6 contains 32292 members 
Mstep: Class 7 contains 53454 members 
Mstep: Class 8 contains 47254 members 
Mstep: Class 9 contains 44411 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20305 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12185 members 
Mstep: Class 14 contains 84802 members 
Mstep: Class 15 contains 9820 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 137488 members 
Mstep: Class 18 contains 25315 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 13261 members 
Mstep: Class 23 contains 238279 members 
Mstep: Class 24 contains 14796 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 20566 members 
Mstep: Class 27 contains 10486 members 
Mstep: Class 28 contains 6733 members 
Mstep: Class 29 contains 30252 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34089 members 
Mstep: Class 32 contains 8320 members 
Mstep: Class 33 contains 9817 members 
Mstep: Class 34 contains 15088 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 16129 members 
Mstep: Class 37 contains 3341 members 
Mstep: Class 38 contains 10032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344000.000000 Penalty: 131207.875000
Iteration 66Q: 39 clusters Score -1.34344e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 36654 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 113476 members 
Mstep: Class 6 contains 32289 members 
Mstep: Class 7 contains 53584 members 
Mstep: Class 8 contains 47315 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20347 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 84591 members 
Mstep: Class 15 contains 9818 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 137513 members 
Mstep: Class 18 contains 25043 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 13245 members 
Mstep: Class 23 contains 238259 members 
Mstep: Class 24 contains 14796 members 
Mstep: Class 25 contains 3008 members 
Mstep: Class 26 contains 20815 members 
Mstep: Class 27 contains 10515 members 
Mstep: Class 28 contains 6750 members 
Mstep: Class 29 contains 30255 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 34017 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9834 members 
Mstep: Class 34 contains 15093 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 16151 members 
Mstep: Class 37 contains 3350 members 
Mstep: Class 38 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344464.000000 Penalty: 131207.875000
Iteration 67Q: 39 clusters Score -1.343445e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 36663 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 113485 members 
Mstep: Class 6 contains 32285 members 
Mstep: Class 7 contains 53733 members 
Mstep: Class 8 contains 47363 members 
Mstep: Class 9 contains 44356 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20391 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 12152 members 
Mstep: Class 14 contains 84403 members 
Mstep: Class 15 contains 9813 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 137526 members 
Mstep: Class 18 contains 24794 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 13219 members 
Mstep: Class 23 contains 238256 members 
Mstep: Class 24 contains 14800 members 
Mstep: Class 25 contains 3012 members 
Mstep: Class 26 contains 21056 members 
Mstep: Class 27 contains 10548 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 30264 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33934 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 9838 members 
Mstep: Class 34 contains 15099 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 16163 members 
Mstep: Class 37 contains 3370 members 
Mstep: Class 38 contains 10046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344624.000000 Penalty: 131207.875000
Iteration 68Q: 39 clusters Score -1.343446e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 36679 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 113488 members 
Mstep: Class 6 contains 32279 members 
Mstep: Class 7 contains 53875 members 
Mstep: Class 8 contains 47403 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20427 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 84266 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 137542 members 
Mstep: Class 18 contains 24528 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 238243 members 
Mstep: Class 24 contains 14802 members 
Mstep: Class 25 contains 3008 members 
Mstep: Class 26 contains 21314 members 
Mstep: Class 27 contains 10578 members 
Mstep: Class 28 contains 6773 members 
Mstep: Class 29 contains 30281 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33838 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 9851 members 
Mstep: Class 34 contains 15101 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 16177 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 10051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344288.000000 Penalty: 131207.875000
Iteration 69Q: 39 clusters Score -1.343443e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 36689 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 113519 members 
Mstep: Class 6 contains 32271 members 
Mstep: Class 7 contains 54008 members 
Mstep: Class 8 contains 47423 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20469 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12129 members 
Mstep: Class 14 contains 84122 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 137547 members 
Mstep: Class 18 contains 24282 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 238242 members 
Mstep: Class 24 contains 14801 members 
Mstep: Class 25 contains 3009 members 
Mstep: Class 26 contains 21549 members 
Mstep: Class 27 contains 10608 members 
Mstep: Class 28 contains 6783 members 
Mstep: Class 29 contains 30288 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33756 members 
Mstep: Class 32 contains 8324 members 
Mstep: Class 33 contains 9854 members 
Mstep: Class 34 contains 15101 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 16182 members 
Mstep: Class 37 contains 3410 members 
Mstep: Class 38 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344784.000000 Penalty: 131207.875000
Iteration 70Q: 39 clusters Score -1.343448e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 36699 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 113534 members 
Mstep: Class 6 contains 32265 members 
Mstep: Class 7 contains 54119 members 
Mstep: Class 8 contains 47454 members 
Mstep: Class 9 contains 44231 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20506 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12114 members 
Mstep: Class 14 contains 84022 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 137574 members 
Mstep: Class 18 contains 24004 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 238239 members 
Mstep: Class 24 contains 14798 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 21794 members 
Mstep: Class 27 contains 10642 members 
Mstep: Class 28 contains 6798 members 
Mstep: Class 29 contains 30299 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33659 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 9868 members 
Mstep: Class 34 contains 15101 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 16188 members 
Mstep: Class 37 contains 3432 members 
Mstep: Class 38 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344992.000000 Penalty: 131207.875000
Iteration 71Q: 39 clusters Score -1.34345e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 36710 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15475 members 
Mstep: Class 5 contains 113570 members 
Mstep: Class 6 contains 32256 members 
Mstep: Class 7 contains 54203 members 
Mstep: Class 8 contains 47473 members 
Mstep: Class 9 contains 44169 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20545 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12091 members 
Mstep: Class 14 contains 83954 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 137588 members 
Mstep: Class 18 contains 23687 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13182 members 
Mstep: Class 23 contains 238236 members 
Mstep: Class 24 contains 14801 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 22065 members 
Mstep: Class 27 contains 10674 members 
Mstep: Class 28 contains 6812 members 
Mstep: Class 29 contains 30307 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33584 members 
Mstep: Class 32 contains 8324 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 15109 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 16188 members 
Mstep: Class 37 contains 3456 members 
Mstep: Class 38 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345280.000000 Penalty: 131207.875000
Iteration 72Q: 39 clusters Score -1.343453e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 36716 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 15473 members 
Mstep: Class 5 contains 113610 members 
Mstep: Class 6 contains 32243 members 
Mstep: Class 7 contains 54290 members 
Mstep: Class 8 contains 47488 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 83884 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 137631 members 
Mstep: Class 18 contains 23271 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13168 members 
Mstep: Class 23 contains 238222 members 
Mstep: Class 24 contains 14806 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 22422 members 
Mstep: Class 27 contains 10694 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 30300 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33541 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 9895 members 
Mstep: Class 34 contains 15120 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 16193 members 
Mstep: Class 37 contains 3469 members 
Mstep: Class 38 contains 10071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345360.000000 Penalty: 131207.875000
Iteration 73Q: 39 clusters Score -1.343454e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 36716 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 113657 members 
Mstep: Class 6 contains 32232 members 
Mstep: Class 7 contains 54377 members 
Mstep: Class 8 contains 47495 members 
Mstep: Class 9 contains 44037 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20616 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 83839 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 137659 members 
Mstep: Class 18 contains 22813 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13155 members 
Mstep: Class 23 contains 238211 members 
Mstep: Class 24 contains 14806 members 
Mstep: Class 25 contains 3001 members 
Mstep: Class 26 contains 22793 members 
Mstep: Class 27 contains 10718 members 
Mstep: Class 28 contains 6828 members 
Mstep: Class 29 contains 30304 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33503 members 
Mstep: Class 32 contains 8322 members 
Mstep: Class 33 contains 9913 members 
Mstep: Class 34 contains 15135 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 16204 members 
Mstep: Class 37 contains 3483 members 
Mstep: Class 38 contains 10071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345760.000000 Penalty: 131207.875000
Iteration 74Q: 39 clusters Score -1.343458e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 36722 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 113707 members 
Mstep: Class 6 contains 32217 members 
Mstep: Class 7 contains 54455 members 
Mstep: Class 8 contains 47514 members 
Mstep: Class 9 contains 43968 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20650 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 83781 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 137677 members 
Mstep: Class 18 contains 22289 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 238209 members 
Mstep: Class 24 contains 14806 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 23244 members 
Mstep: Class 27 contains 10737 members 
Mstep: Class 28 contains 6833 members 
Mstep: Class 29 contains 30298 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33469 members 
Mstep: Class 32 contains 8327 members 
Mstep: Class 33 contains 9927 members 
Mstep: Class 34 contains 15145 members 
Mstep: Class 35 contains 1584 members 
Mstep: Class 36 contains 16211 members 
Mstep: Class 37 contains 3493 members 
Mstep: Class 38 contains 10074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345632.000000 Penalty: 131207.875000
Iteration 75Q: 39 clusters Score -1.343456e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 36722 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15475 members 
Mstep: Class 5 contains 113768 members 
Mstep: Class 6 contains 32203 members 
Mstep: Class 7 contains 54559 members 
Mstep: Class 8 contains 47549 members 
Mstep: Class 9 contains 43905 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12026 members 
Mstep: Class 14 contains 83716 members 
Mstep: Class 15 contains 9711 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137714 members 
Mstep: Class 18 contains 21722 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13122 members 
Mstep: Class 23 contains 238185 members 
Mstep: Class 24 contains 14806 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 23703 members 
Mstep: Class 27 contains 10755 members 
Mstep: Class 28 contains 6838 members 
Mstep: Class 29 contains 30283 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33457 members 
Mstep: Class 32 contains 8329 members 
Mstep: Class 33 contains 9943 members 
Mstep: Class 34 contains 15166 members 
Mstep: Class 35 contains 1586 members 
Mstep: Class 36 contains 16211 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 10077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345824.000000 Penalty: 131207.875000
Iteration 76Q: 39 clusters Score -1.343458e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 36730 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15481 members 
Mstep: Class 5 contains 113845 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 7 contains 54634 members 
Mstep: Class 8 contains 47598 members 
Mstep: Class 9 contains 43800 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 83664 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 137739 members 
Mstep: Class 18 contains 21101 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13100 members 
Mstep: Class 23 contains 238177 members 
Mstep: Class 24 contains 14812 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 24183 members 
Mstep: Class 27 contains 10776 members 
Mstep: Class 28 contains 6840 members 
Mstep: Class 29 contains 30265 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33455 members 
Mstep: Class 32 contains 8327 members 
Mstep: Class 33 contains 9945 members 
Mstep: Class 34 contains 15198 members 
Mstep: Class 35 contains 1586 members 
Mstep: Class 36 contains 16210 members 
Mstep: Class 37 contains 3517 members 
Mstep: Class 38 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134346144.000000 Penalty: 131207.875000
Iteration 77Q: 39 clusters Score -1.343461e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 36738 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 15468 members 
Mstep: Class 5 contains 113945 members 
Mstep: Class 6 contains 32180 members 
Mstep: Class 7 contains 54710 members 
Mstep: Class 8 contains 47615 members 
Mstep: Class 9 contains 43692 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20804 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11995 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 137761 members 
Mstep: Class 18 contains 20486 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13080 members 
Mstep: Class 23 contains 238182 members 
Mstep: Class 24 contains 14816 members 
Mstep: Class 25 contains 3003 members 
Mstep: Class 26 contains 24656 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 30251 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33458 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 9949 members 
Mstep: Class 34 contains 15234 members 
Mstep: Class 35 contains 1587 members 
Mstep: Class 36 contains 16211 members 
Mstep: Class 37 contains 3525 members 
Mstep: Class 38 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134346560.000000 Penalty: 131207.875000
Iteration 78Q: 39 clusters Score -1.343466e+08 nChanged 1790
Entering ConstructFrom: 
Score: -134346560.000000 Penalty: 131207.875000
Entering ConstructFrom: 
Trying to split cluster 1 (19977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Entering Unmasked Estep 
Score: -2379031.750000 Penalty: 2455.779541
	Iteration 0F: 2 clusters Score -2379032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2365024.750000 Penalty: 4911.559082
	Iteration 0F: 3 clusters Score -2365025 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2371269.000000 Penalty: 4911.559082
	Iteration 1F: 3 clusters Score -2371269 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2375601.250000 Penalty: 4911.559082
	Iteration 2F: 3 clusters Score -2375601 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2381052.000000 Penalty: 4911.559082
	Iteration 3F: 3 clusters Score -2381052 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2383968.500000 Penalty: 4911.559082
	Iteration 4F: 3 clusters Score -2383968 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2384990.000000 Penalty: 4911.559082
	Iteration 5F: 3 clusters Score -2384990 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2385528.500000 Penalty: 4911.559082
	Iteration 6Q: 3 clusters Score -2385528 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2385904.000000 Penalty: 4911.559082
	Iteration 7Q: 3 clusters Score -2385904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2386395.750000 Penalty: 4911.559082
	Iteration 8Q: 3 clusters Score -2386396 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2387132.500000 Penalty: 4911.559082
	Iteration 9Q: 3 clusters Score -2387132 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2387992.000000 Penalty: 4911.559082
	Iteration 10Q: 3 clusters Score -2387992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2388484.000000 Penalty: 4911.559082
	Iteration 11Q: 3 clusters Score -2388484 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2388885.250000 Penalty: 4911.559082
	Iteration 12Q: 3 clusters Score -2388885 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2389285.250000 Penalty: 4911.559082
	Iteration 13Q: 3 clusters Score -2389285 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2389742.250000 Penalty: 4911.559082
	Iteration 14Q: 3 clusters Score -2389742 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2390214.500000 Penalty: 4911.559082
	Iteration 15Q: 3 clusters Score -2390214 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2390720.750000 Penalty: 4911.559082
	Iteration 16Q: 3 clusters Score -2390721 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2391216.250000 Penalty: 4911.559082
	Iteration 17Q: 3 clusters Score -2391216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2391604.750000 Penalty: 4911.559082
	Iteration 18Q: 3 clusters Score -2391605 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2391823.500000 Penalty: 4911.559082
	Iteration 19Q: 3 clusters Score -2391824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2391951.750000 Penalty: 4911.559082
	Iteration 20F: 3 clusters Score -2391952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2392017.500000 Penalty: 4911.559082
	Iteration 21Q: 3 clusters Score -2392018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2392055.750000 Penalty: 4911.559082
	Iteration 22Q: 3 clusters Score -2392056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2392079.500000 Penalty: 4911.559082
	Iteration 23Q: 3 clusters Score -2392080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2392076.750000 Penalty: 4911.559082
	Iteration 24Q: 3 clusters Score -2392077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2392083.250000 Penalty: 4911.559082
	Iteration 25Q: 3 clusters Score -2392083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2392079.750000 Penalty: 4911.559082
	Iteration 26Q: 3 clusters Score -2392080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2392083.500000 Penalty: 4911.559082
	Iteration 27Q: 3 clusters Score -2392084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2392079.500000 Penalty: 4911.559082
	Iteration 28Q: 3 clusters Score -2392080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2392079.500000 Penalty: 4911.559082
	Iteration 29F: 3 clusters Score -2392080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 114047 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 54788 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Entering Unmasked Estep 
Score: -134358160.000000 Penalty: 134660.718750
Splitting cluster 1 changes total score from -134346560.000000 to -134358160.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 2 (36746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Entering Unmasked Estep 
Score: -4645453.500000 Penalty: 2606.922607
	Iteration 0F: 2 clusters Score -4645454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4620430.000000 Penalty: 5213.845215
	Iteration 0F: 3 clusters Score -4620430 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4629795.500000 Penalty: 5213.845215
	Iteration 1F: 3 clusters Score -4629796 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4630180.500000 Penalty: 5213.845215
	Iteration 2Q: 3 clusters Score -4630180 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4630463.500000 Penalty: 5213.845215
	Iteration 3Q: 3 clusters Score -4630464 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4630763.000000 Penalty: 5213.845215
	Iteration 4Q: 3 clusters Score -4630763 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4631036.500000 Penalty: 5213.845215
	Iteration 5Q: 3 clusters Score -4631036 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4631341.000000 Penalty: 5213.845215
	Iteration 6Q: 3 clusters Score -4631341 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4631786.000000 Penalty: 5213.845215
	Iteration 7Q: 3 clusters Score -4631786 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4632425.500000 Penalty: 5213.845215
	Iteration 8Q: 3 clusters Score -4632426 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4633342.500000 Penalty: 5213.845215
	Iteration 9Q: 3 clusters Score -4633342 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4634819.500000 Penalty: 5213.845215
	Iteration 10F: 3 clusters Score -4634820 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4636768.000000 Penalty: 5213.845215
	Iteration 11F: 3 clusters Score -4636768 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4638880.000000 Penalty: 5213.845215
	Iteration 12F: 3 clusters Score -4638880 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4640540.500000 Penalty: 5213.845215
	Iteration 13F: 3 clusters Score -4640540 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4641645.500000 Penalty: 5213.845215
	Iteration 14Q: 3 clusters Score -4641646 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4642290.000000 Penalty: 5213.845215
	Iteration 15Q: 3 clusters Score -4642290 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4642655.000000 Penalty: 5213.845215
	Iteration 16Q: 3 clusters Score -4642655 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4642821.500000 Penalty: 5213.845215
	Iteration 17Q: 3 clusters Score -4642822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4642919.500000 Penalty: 5213.845215
	Iteration 18Q: 3 clusters Score -4642920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4642988.500000 Penalty: 5213.845215
	Iteration 19Q: 3 clusters Score -4642988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4643034.000000 Penalty: 5213.845215
	Iteration 20F: 3 clusters Score -4643034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4643059.500000 Penalty: 5213.845215
	Iteration 21Q: 3 clusters Score -4643060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4643090.500000 Penalty: 5213.845215
	Iteration 22Q: 3 clusters Score -4643090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4643116.000000 Penalty: 5213.845215
	Iteration 23Q: 3 clusters Score -4643116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4643121.500000 Penalty: 5213.845215
	Iteration 24Q: 3 clusters Score -4643122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4643130.500000 Penalty: 5213.845215
	Iteration 25Q: 3 clusters Score -4643130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4643140.000000 Penalty: 5213.845215
	Iteration 26Q: 3 clusters Score -4643140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4643158.500000 Penalty: 5213.845215
	Iteration 27Q: 3 clusters Score -4643158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4643166.500000 Penalty: 5213.845215
	Iteration 28Q: 3 clusters Score -4643166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4643166.000000 Penalty: 5213.845215
	Iteration 29Q: 3 clusters Score -4643166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4643171.500000 Penalty: 5213.845215
	Iteration 30Q: 3 clusters Score -4643172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4643179.500000 Penalty: 5213.845215
	Iteration 31Q: 3 clusters Score -4643180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4643189.000000 Penalty: 5213.845215
	Iteration 32Q: 3 clusters Score -4643189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4643181.000000 Penalty: 5213.845215
	Iteration 33Q: 3 clusters Score -4643181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4643183.000000 Penalty: 5213.845215
	Iteration 34Q: 3 clusters Score -4643183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4643189.000000 Penalty: 5213.845215
	Iteration 35Q: 3 clusters Score -4643189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4643195.500000 Penalty: 5213.845215
	Iteration 36Q: 3 clusters Score -4643196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4643197.500000 Penalty: 5213.845215
	Iteration 37Q: 3 clusters Score -4643198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4643203.000000 Penalty: 5213.845215
	Iteration 38Q: 3 clusters Score -4643203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4643191.500000 Penalty: 5213.845215
	Iteration 39Q: 3 clusters Score -4643192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4643197.500000 Penalty: 5213.845215
	Iteration 40F: 3 clusters Score -4643198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4643203.000000 Penalty: 5213.845215
	Iteration 41Q: 3 clusters Score -4643203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4643205.000000 Penalty: 5213.845215
	Iteration 42Q: 3 clusters Score -4643205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4643205.000000 Penalty: 5213.845215
	Iteration 43Q: 3 clusters Score -4643205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4643206.500000 Penalty: 5213.845215
	Iteration 44Q: 3 clusters Score -4643206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4643207.000000 Penalty: 5213.845215
	Iteration 45Q: 3 clusters Score -4643207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4643213.000000 Penalty: 5213.845215
	Iteration 46Q: 3 clusters Score -4643213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4643213.000000 Penalty: 5213.845215
	Iteration 47F: 3 clusters Score -4643213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -728909.250000 Penalty: 2158.798828
	Iteration 0F: 2 clusters Score -728909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -723834.312500 Penalty: 4317.597656
	Iteration 0F: 3 clusters Score -723834.3 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -725511.250000 Penalty: 4317.597656
	Iteration 1F: 3 clusters Score -725511.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -726374.937500 Penalty: 4317.597656
	Iteration 2F: 3 clusters Score -726374.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -727867.437500 Penalty: 4317.597656
	Iteration 3F: 3 clusters Score -727867.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -728756.812500 Penalty: 4317.597656
	Iteration 4F: 3 clusters Score -728756.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -729190.000000 Penalty: 4317.597656
	Iteration 5F: 3 clusters Score -729190 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -729349.062500 Penalty: 4317.597656
	Iteration 6Q: 3 clusters Score -729349.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -729416.000000 Penalty: 4317.597656
	Iteration 7Q: 3 clusters Score -729416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -729454.687500 Penalty: 4317.597656
	Iteration 8Q: 3 clusters Score -729454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -729475.062500 Penalty: 4317.597656
	Iteration 9Q: 3 clusters Score -729475.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -729484.000000 Penalty: 4317.597656
	Iteration 10Q: 3 clusters Score -729484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -729491.437500 Penalty: 4317.597656
	Iteration 11Q: 3 clusters Score -729491.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -729496.937500 Penalty: 4317.597656
	Iteration 12Q: 3 clusters Score -729496.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -729505.187500 Penalty: 4317.597656
	Iteration 13Q: 3 clusters Score -729505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -729510.500000 Penalty: 4317.597656
	Iteration 14Q: 3 clusters Score -729510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -729515.875000 Penalty: 4317.597656
	Iteration 15Q: 3 clusters Score -729515.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -729519.500000 Penalty: 4317.597656
	Iteration 16Q: 3 clusters Score -729519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -729525.125000 Penalty: 4317.597656
	Iteration 17Q: 3 clusters Score -729525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -729528.437500 Penalty: 4317.597656
	Iteration 18Q: 3 clusters Score -729528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -729534.750000 Penalty: 4317.597656
	Iteration 19Q: 3 clusters Score -729534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -729538.937500 Penalty: 4317.597656
	Iteration 20F: 3 clusters Score -729538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -729545.375000 Penalty: 4317.597656
	Iteration 21Q: 3 clusters Score -729545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -729550.687500 Penalty: 4317.597656
	Iteration 22Q: 3 clusters Score -729550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -729554.062500 Penalty: 4317.597656
	Iteration 23Q: 3 clusters Score -729554.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -729564.125000 Penalty: 4317.597656
	Iteration 24Q: 3 clusters Score -729564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -729576.875000 Penalty: 4317.597656
	Iteration 25Q: 3 clusters Score -729576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -729582.812500 Penalty: 4317.597656
	Iteration 26Q: 3 clusters Score -729582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -729588.500000 Penalty: 4317.597656
	Iteration 27Q: 3 clusters Score -729588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -729592.937500 Penalty: 4317.597656
	Iteration 28Q: 3 clusters Score -729592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -729599.562500 Penalty: 4317.597656
	Iteration 29Q: 3 clusters Score -729599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -729606.500000 Penalty: 4317.597656
	Iteration 30Q: 3 clusters Score -729606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -729609.500000 Penalty: 4317.597656
	Iteration 31Q: 3 clusters Score -729609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -729614.750000 Penalty: 4317.597656
	Iteration 32Q: 3 clusters Score -729614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -729615.875000 Penalty: 4317.597656
	Iteration 33Q: 3 clusters Score -729615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -729617.625000 Penalty: 4317.597656
	Iteration 34Q: 3 clusters Score -729617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -729619.812500 Penalty: 4317.597656
	Iteration 35Q: 3 clusters Score -729619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -729620.687500 Penalty: 4317.597656
	Iteration 36Q: 3 clusters Score -729620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -729621.125000 Penalty: 4317.597656
	Iteration 37Q: 3 clusters Score -729621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -729621.187500 Penalty: 4317.597656
	Iteration 38Q: 3 clusters Score -729621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -729623.375000 Penalty: 4317.597656
	Iteration 39Q: 3 clusters Score -729623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -729626.125000 Penalty: 4317.597656
	Iteration 40F: 3 clusters Score -729626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -729628.125000 Penalty: 4317.597656
	Iteration 41Q: 3 clusters Score -729628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -729631.000000 Penalty: 4317.597656
	Iteration 42Q: 3 clusters Score -729631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -729632.937500 Penalty: 4317.597656
	Iteration 43Q: 3 clusters Score -729632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -729634.187500 Penalty: 4317.597656
	Iteration 44Q: 3 clusters Score -729634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -729635.250000 Penalty: 4317.597656
	Iteration 45Q: 3 clusters Score -729635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -729636.500000 Penalty: 4317.597656
	Iteration 46Q: 3 clusters Score -729636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -729636.500000 Penalty: 4317.597656
	Iteration 47F: 3 clusters Score -729636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 114047 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 54788 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Entering Unmasked Estep 
Score: -134357200.000000 Penalty: 138113.546875
Splitting cluster 3 changes total score from -134346560.000000 to -134357200.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 4 (15454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Entering Unmasked Estep 
Score: -2479490.250000 Penalty: 2392.114502
	Iteration 0F: 2 clusters Score -2479490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2468545.750000 Penalty: 4784.229004
	Iteration 0F: 3 clusters Score -2468546 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2475639.000000 Penalty: 4784.229004
	Iteration 1F: 3 clusters Score -2475639 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2482590.500000 Penalty: 4784.229004
	Iteration 2F: 3 clusters Score -2482590 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2485864.750000 Penalty: 4784.229004
	Iteration 3F: 3 clusters Score -2485865 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2487070.000000 Penalty: 4784.229004
	Iteration 4F: 3 clusters Score -2487070 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2487599.500000 Penalty: 4784.229004
	Iteration 5Q: 3 clusters Score -2487600 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2487816.250000 Penalty: 4784.229004
	Iteration 6Q: 3 clusters Score -2487816 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2487921.250000 Penalty: 4784.229004
	Iteration 7Q: 3 clusters Score -2487921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2487956.750000 Penalty: 4784.229004
	Iteration 8Q: 3 clusters Score -2487957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2487975.250000 Penalty: 4784.229004
	Iteration 9Q: 3 clusters Score -2487975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2487974.000000 Penalty: 4784.229004
	Iteration 10Q: 3 clusters Score -2487974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2487989.250000 Penalty: 4784.229004
	Iteration 11Q: 3 clusters Score -2487989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2488000.500000 Penalty: 4784.229004
	Iteration 12Q: 3 clusters Score -2488000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2487989.750000 Penalty: 4784.229004
	Iteration 13Q: 3 clusters Score -2487990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2487995.000000 Penalty: 4784.229004
	Iteration 14Q: 3 clusters Score -2487995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2488000.500000 Penalty: 4784.229004
	Iteration 15Q: 3 clusters Score -2488000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2488006.500000 Penalty: 4784.229004
	Iteration 16Q: 3 clusters Score -2488006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2487992.250000 Penalty: 4784.229004
	Iteration 17Q: 3 clusters Score -2487992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2488006.000000 Penalty: 4784.229004
	Iteration 18Q: 3 clusters Score -2488006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2488006.750000 Penalty: 4784.229004
	Iteration 19Q: 3 clusters Score -2488007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2488006.250000 Penalty: 4784.229004
	Iteration 20F: 3 clusters Score -2488006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2487996.250000 Penalty: 4784.229004
	Iteration 21Q: 3 clusters Score -2487996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2488004.750000 Penalty: 4784.229004
	Iteration 22Q: 3 clusters Score -2488005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2488003.500000 Penalty: 4784.229004
	Iteration 23Q: 3 clusters Score -2488004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2488005.250000 Penalty: 4784.229004
	Iteration 24Q: 3 clusters Score -2488005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2488001.500000 Penalty: 4784.229004
	Iteration 25Q: 3 clusters Score -2488002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2487998.250000 Penalty: 4784.229004
	Iteration 26Q: 3 clusters Score -2487998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2488004.750000 Penalty: 4784.229004
	Iteration 27Q: 3 clusters Score -2488005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2488015.000000 Penalty: 4784.229004
	Iteration 28Q: 3 clusters Score -2488015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2487999.750000 Penalty: 4784.229004
	Iteration 29Q: 3 clusters Score -2488000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2488003.500000 Penalty: 4784.229004
	Iteration 30Q: 3 clusters Score -2488004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2488005.000000 Penalty: 4784.229004
	Iteration 31Q: 3 clusters Score -2488005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2488006.250000 Penalty: 4784.229004
	Iteration 32Q: 3 clusters Score -2488006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2488000.000000 Penalty: 4784.229004
	Iteration 33Q: 3 clusters Score -2488000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2488009.750000 Penalty: 4784.229004
	Iteration 34Q: 3 clusters Score -2488010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2488001.750000 Penalty: 4784.229004
	Iteration 35Q: 3 clusters Score -2488002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2488008.500000 Penalty: 4784.229004
	Iteration 36Q: 3 clusters Score -2488008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2488006.000000 Penalty: 4784.229004
	Iteration 37Q: 3 clusters Score -2488006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2487988.750000 Penalty: 4784.229004
	Iteration 38Q: 3 clusters Score -2487989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2488007.250000 Penalty: 4784.229004
	Iteration 39Q: 3 clusters Score -2488007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2487997.750000 Penalty: 4784.229004
	Iteration 40F: 3 clusters Score -2487998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2488011.750000 Penalty: 4784.229004
	Iteration 41Q: 3 clusters Score -2488012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2488005.750000 Penalty: 4784.229004
	Iteration 42Q: 3 clusters Score -2488006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2488002.750000 Penalty: 4784.229004
	Iteration 43Q: 3 clusters Score -2488003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2488004.500000 Penalty: 4784.229004
	Iteration 44Q: 3 clusters Score -2488004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2488009.250000 Penalty: 4784.229004
	Iteration 45Q: 3 clusters Score -2488009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2488002.000000 Penalty: 4784.229004
	Iteration 46Q: 3 clusters Score -2488002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2488007.750000 Penalty: 4784.229004
	Iteration 47Q: 3 clusters Score -2488008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2488005.500000 Penalty: 4784.229004
	Iteration 48Q: 3 clusters Score -2488006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2488002.250000 Penalty: 4784.229004
	Iteration 49Q: 3 clusters Score -2488002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2488004.000000 Penalty: 4784.229004
	Iteration 50Q: 3 clusters Score -2488004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2488018.000000 Penalty: 4784.229004
	Iteration 51Q: 3 clusters Score -2488018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2488007.250000 Penalty: 4784.229004
	Iteration 52Q: 3 clusters Score -2488007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2488001.250000 Penalty: 4784.229004
	Iteration 53Q: 3 clusters Score -2488001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2488011.250000 Penalty: 4784.229004
	Iteration 54Q: 3 clusters Score -2488011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2487998 nChanged 6
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	Iteration 57Q: 3 clusters Score -2488001 nChanged 8
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	Iteration 58Q: 3 clusters Score -2488004 nChanged 9
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	Iteration 59Q: 3 clusters Score -2488000 nChanged 12
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	Iteration 60F: 3 clusters Score -2488013 nChanged 12
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	Iteration 61Q: 3 clusters Score -2488011 nChanged 9
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	Iteration 63Q: 3 clusters Score -2487998 nChanged 6
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	Iteration 64Q: 3 clusters Score -2488018 nChanged 10
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	Iteration 80F: 3 clusters Score -2488000 nChanged 12
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	Iteration 105Q: 3 clusters Score -2488009 nChanged 9
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	Iteration 109Q: 3 clusters Score -2487998 nChanged 18
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	Iteration 111Q: 3 clusters Score -2488006 nChanged 10
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	Iteration 114Q: 3 clusters Score -2488000 nChanged 10
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	Iteration 116Q: 3 clusters Score -2488009 nChanged 5
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	Iteration 127Q: 3 clusters Score -2488001 nChanged 4
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	Iteration 133Q: 3 clusters Score -2488006 nChanged 12
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	Iteration 136Q: 3 clusters Score -2488003 nChanged 7
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	Iteration 137Q: 3 clusters Score -2488003 nChanged 11
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	Iteration 139Q: 3 clusters Score -2488003 nChanged 11
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	Iteration 140F: 3 clusters Score -2487995 nChanged 10
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	Iteration 141Q: 3 clusters Score -2488002 nChanged 12
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	Iteration 254Q: 3 clusters Score -2488012 nChanged 12
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	Iteration 260F: 3 clusters Score -2488008 nChanged 17
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	Iteration 263Q: 3 clusters Score -2488002 nChanged 6
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	Iteration 264Q: 3 clusters Score -2488010 nChanged 6
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	Iteration 265Q: 3 clusters Score -2488008 nChanged 11
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	Iteration 271Q: 3 clusters Score -2488008 nChanged 8
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	Iteration 320F: 3 clusters Score -2488009 nChanged 15
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	Iteration 431Q: 3 clusters Score -2488006 nChanged 12
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	Iteration 432Q: 3 clusters Score -2488004 nChanged 13
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	Iteration 433Q: 3 clusters Score -2488001 nChanged 22
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	Iteration 434Q: 3 clusters Score -2488011 nChanged 10
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	Iteration 435Q: 3 clusters Score -2487998 nChanged 9
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	Iteration 436Q: 3 clusters Score -2488003 nChanged 13
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	Iteration 437Q: 3 clusters Score -2488008 nChanged 10
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	Iteration 438Q: 3 clusters Score -2488001 nChanged 5
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	Iteration 439Q: 3 clusters Score -2488000 nChanged 11
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	Iteration 440F: 3 clusters Score -2488011 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -2488001 nChanged 18
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Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -2488002 nChanged 11
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	Iteration 443Q: 3 clusters Score -2488007 nChanged 13
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	Iteration 444Q: 3 clusters Score -2488003 nChanged 9
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	Iteration 445Q: 3 clusters Score -2488009 nChanged 15
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	Iteration 446Q: 3 clusters Score -2488003 nChanged 14
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	Iteration 447Q: 3 clusters Score -2488003 nChanged 5
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	Iteration 448Q: 3 clusters Score -2488008 nChanged 6
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	Iteration 449Q: 3 clusters Score -2488004 nChanged 9
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	Iteration 450Q: 3 clusters Score -2488010 nChanged 10
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	Iteration 451Q: 3 clusters Score -2488007 nChanged 15
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	Iteration 452Q: 3 clusters Score -2488014 nChanged 10
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	Iteration 453Q: 3 clusters Score -2488012 nChanged 8
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	Iteration 454Q: 3 clusters Score -2488000 nChanged 7
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	Iteration 455Q: 3 clusters Score -2488011 nChanged 10
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	Iteration 456Q: 3 clusters Score -2488007 nChanged 9
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Entering Unmasked Estep 
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	Iteration 457Q: 3 clusters Score -2488002 nChanged 8
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	Iteration 458Q: 3 clusters Score -2488003 nChanged 11
Entering Unmasked Mstep 
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	Iteration 459Q: 3 clusters Score -2488002 nChanged 10
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Entering Unmasked Estep 
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	Iteration 460F: 3 clusters Score -2488005 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 461Q: 3 clusters Score -2488000 nChanged 8
Entering Unmasked Mstep 
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	Iteration 462Q: 3 clusters Score -2488007 nChanged 8
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	Iteration 463Q: 3 clusters Score -2488000 nChanged 14
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	Iteration 464Q: 3 clusters Score -2488010 nChanged 14
Entering Unmasked Mstep 
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	Iteration 465Q: 3 clusters Score -2487991 nChanged 18
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	Iteration 466Q: 3 clusters Score -2488014 nChanged 14
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	Iteration 467Q: 3 clusters Score -2487998 nChanged 16
Entering Unmasked Mstep 
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	Iteration 468Q: 3 clusters Score -2488008 nChanged 15
Entering Unmasked Mstep 
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	Iteration 469Q: 3 clusters Score -2488009 nChanged 11
Entering Unmasked Mstep 
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	Iteration 470Q: 3 clusters Score -2488008 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -2487999 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10312 members 
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Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -2488004 nChanged 7
Entering Unmasked Mstep 
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	Iteration 473Q: 3 clusters Score -2488004 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -2488004 nChanged 18
Entering Unmasked Mstep 
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	Iteration 475Q: 3 clusters Score -2488008 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10314 members 
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Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -2488013 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -2488005 nChanged 12
Entering Unmasked Mstep 
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	Iteration 478Q: 3 clusters Score -2487995 nChanged 17
Entering Unmasked Mstep 
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	Iteration 479Q: 3 clusters Score -2487999 nChanged 16
Entering Unmasked Mstep 
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	Iteration 480F: 3 clusters Score -2488004 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10317 members 
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Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -2488005 nChanged 13
Entering Unmasked Mstep 
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	Iteration 482Q: 3 clusters Score -2488004 nChanged 8
Entering Unmasked Mstep 
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	Iteration 483Q: 3 clusters Score -2488002 nChanged 12
Entering Unmasked Mstep 
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	Iteration 484Q: 3 clusters Score -2488008 nChanged 13
Entering Unmasked Mstep 
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	Iteration 485Q: 3 clusters Score -2488008 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10310 members 
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	Iteration 486Q: 3 clusters Score -2487997 nChanged 13
Entering Unmasked Mstep 
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	Iteration 487Q: 3 clusters Score -2488007 nChanged 7
Entering Unmasked Mstep 
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	Iteration 488Q: 3 clusters Score -2488004 nChanged 12
Entering Unmasked Mstep 
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	Iteration 489Q: 3 clusters Score -2487994 nChanged 16
Entering Unmasked Mstep 
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	Iteration 490Q: 3 clusters Score -2488002 nChanged 12
Entering Unmasked Mstep 
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	Iteration 491Q: 3 clusters Score -2488013 nChanged 14
Entering Unmasked Mstep 
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	Iteration 492Q: 3 clusters Score -2488011 nChanged 11
Entering Unmasked Mstep 
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	Iteration 493Q: 3 clusters Score -2488018 nChanged 7
Entering Unmasked Mstep 
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	Iteration 494Q: 3 clusters Score -2488009 nChanged 13
Entering Unmasked Mstep 
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	Iteration 495Q: 3 clusters Score -2488004 nChanged 13
Entering Unmasked Mstep 
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	Iteration 496Q: 3 clusters Score -2488006 nChanged 13
Entering Unmasked Mstep 
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	Iteration 497Q: 3 clusters Score -2488000 nChanged 12
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	Iteration 498Q: 3 clusters Score -2488002 nChanged 11
Entering Unmasked Mstep 
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	Iteration 499Q: 3 clusters Score -2488006 nChanged 12
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	Iteration 500F: 3 clusters Score -2488007 nChanged 23
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 114047 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 54788 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Entering Unmasked Estep 
Score: -134365200.000000 Penalty: 141566.390625
Splitting cluster 4 changes total score from -134346560.000000 to -134365200.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 5 (114047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1.415455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 3 clusters Score -1.407806e+07 nChanged 54355
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	Iteration 1F: 3 clusters Score -1.410938e+07 nChanged 3560
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	Iteration 2Q: 3 clusters Score -1.411007e+07 nChanged 3331
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Mstep: Class 2 contains 58199 members 
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	Iteration 3Q: 3 clusters Score -1.411078e+07 nChanged 3389
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Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.411161e+07 nChanged 3506
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Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1.411259e+07 nChanged 3804
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61474 members 
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	Iteration 6Q: 3 clusters Score -1.411394e+07 nChanged 4263
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Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 63791 members 
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	Iteration 7Q: 3 clusters Score -1.411551e+07 nChanged 4884
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 67065 members 
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	Iteration 8Q: 3 clusters Score -1.411775e+07 nChanged 5802
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Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1.412098e+07 nChanged 6804
Entering Unmasked Mstep 
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Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -1.412571e+07 nChanged 7635
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Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -1.413234e+07 nChanged 7216
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Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -1.413956e+07 nChanged 5568
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Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1.414572e+07 nChanged 3864
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1.414969e+07 nChanged 2765
Entering Unmasked Mstep 
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Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -14151677.000000 Penalty: 5775.605469
	Iteration 15Q: 3 clusters Score -1.415168e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -14152771.000000 Penalty: 5775.605469
	Iteration 16Q: 3 clusters Score -1.415277e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -14153655.000000 Penalty: 5775.605469
	Iteration 17Q: 3 clusters Score -1.415366e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 5775.605469
	Iteration 18Q: 3 clusters Score -1.415428e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -14154796.000000 Penalty: 5775.605469
	Iteration 19Q: 3 clusters Score -1.41548e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -14155194.000000 Penalty: 5775.605469
	Iteration 20F: 3 clusters Score -1.415519e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -14155521.000000 Penalty: 5775.605469
	Iteration 21Q: 3 clusters Score -1.415552e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -14155799.000000 Penalty: 5775.605469
	Iteration 22Q: 3 clusters Score -1.41558e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -14155965.000000 Penalty: 5775.605469
	Iteration 23Q: 3 clusters Score -1.415596e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -14156186.000000 Penalty: 5775.605469
	Iteration 24Q: 3 clusters Score -1.415619e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -14156323.000000 Penalty: 5775.605469
	Iteration 25Q: 3 clusters Score -1.415632e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -14156445.000000 Penalty: 5775.605469
	Iteration 26Q: 3 clusters Score -1.415644e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -14156656.000000 Penalty: 5775.605469
	Iteration 27Q: 3 clusters Score -1.415666e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -14156825.000000 Penalty: 5775.605469
	Iteration 28Q: 3 clusters Score -1.415682e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -14157049.000000 Penalty: 5775.605469
	Iteration 29Q: 3 clusters Score -1.415705e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -14157254.000000 Penalty: 5775.605469
	Iteration 30Q: 3 clusters Score -1.415725e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -14157465.000000 Penalty: 5775.605469
	Iteration 31Q: 3 clusters Score -1.415746e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -14157610.000000 Penalty: 5775.605469
	Iteration 32Q: 3 clusters Score -1.415761e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -14157835.000000 Penalty: 5775.605469
	Iteration 33Q: 3 clusters Score -1.415784e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.415796e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -14158145.000000 Penalty: 5775.605469
	Iteration 35Q: 3 clusters Score -1.415814e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -14158253.000000 Penalty: 5775.605469
	Iteration 36Q: 3 clusters Score -1.415825e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -14158351.000000 Penalty: 5775.605469
	Iteration 37Q: 3 clusters Score -1.415835e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -14158384.000000 Penalty: 5775.605469
	Iteration 38Q: 3 clusters Score -1.415838e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -14158476.000000 Penalty: 5775.605469
	Iteration 39Q: 3 clusters Score -1.415848e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -14158567.000000 Penalty: 5775.605469
	Iteration 40F: 3 clusters Score -1.415857e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -14158657.000000 Penalty: 5775.605469
	Iteration 41Q: 3 clusters Score -1.415866e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -14158803.000000 Penalty: 5775.605469
	Iteration 42Q: 3 clusters Score -1.41588e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -14158848.000000 Penalty: 5775.605469
	Iteration 43Q: 3 clusters Score -1.415885e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -14158973.000000 Penalty: 5775.605469
	Iteration 44Q: 3 clusters Score -1.415897e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -14159001.000000 Penalty: 5775.605469
	Iteration 45Q: 3 clusters Score -1.4159e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.415906e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -14159126.000000 Penalty: 5775.605469
	Iteration 47Q: 3 clusters Score -1.415913e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -14159159.000000 Penalty: 5775.605469
	Iteration 48Q: 3 clusters Score -1.415916e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -14159194.000000 Penalty: 5775.605469
	Iteration 49Q: 3 clusters Score -1.415919e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -14159282.000000 Penalty: 5775.605469
	Iteration 50Q: 3 clusters Score -1.415928e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -14159285.000000 Penalty: 5775.605469
	Iteration 51Q: 3 clusters Score -1.415928e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -14159314.000000 Penalty: 5775.605469
	Iteration 52Q: 3 clusters Score -1.415931e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -14159313.000000 Penalty: 5775.605469
	Iteration 53Q: 3 clusters Score -1.415931e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -14159322.000000 Penalty: 5775.605469
	Iteration 54Q: 3 clusters Score -1.415932e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -14159336.000000 Penalty: 5775.605469
	Iteration 55Q: 3 clusters Score -1.415934e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -14159344.000000 Penalty: 5775.605469
	Iteration 56Q: 3 clusters Score -1.415934e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -14159355.000000 Penalty: 5775.605469
	Iteration 57Q: 3 clusters Score -1.415936e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -14159364.000000 Penalty: 5775.605469
	Iteration 58Q: 3 clusters Score -1.415936e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -14159376.000000 Penalty: 5775.605469
	Iteration 59Q: 3 clusters Score -1.415938e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -14159379.000000 Penalty: 5775.605469
	Iteration 60F: 3 clusters Score -1.415938e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -14159415.000000 Penalty: 5775.605469
	Iteration 61Q: 3 clusters Score -1.415942e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -14159379.000000 Penalty: 5775.605469
	Iteration 62Q: 3 clusters Score -1.415938e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -14159380.000000 Penalty: 5775.605469
	Iteration 63Q: 3 clusters Score -1.415938e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -14159384.000000 Penalty: 5775.605469
	Iteration 64Q: 3 clusters Score -1.415938e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -14159359.000000 Penalty: 5775.605469
	Iteration 65Q: 3 clusters Score -1.415936e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -14159356.000000 Penalty: 5775.605469
	Iteration 66Q: 3 clusters Score -1.415936e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -14159384.000000 Penalty: 5775.605469
	Iteration 67Q: 3 clusters Score -1.415938e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -14159379.000000 Penalty: 5775.605469
	Iteration 68Q: 3 clusters Score -1.415938e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -14159380.000000 Penalty: 5775.605469
	Iteration 69Q: 3 clusters Score -1.415938e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -14159393.000000 Penalty: 5775.605469
	Iteration 70Q: 3 clusters Score -1.415939e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -14159406.000000 Penalty: 5775.605469
	Iteration 71Q: 3 clusters Score -1.415941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -14159386.000000 Penalty: 5775.605469
	Iteration 72Q: 3 clusters Score -1.415939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -14159411.000000 Penalty: 5775.605469
	Iteration 73Q: 3 clusters Score -1.415941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -14159364.000000 Penalty: 5775.605469
	Iteration 74Q: 3 clusters Score -1.415936e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -14159385.000000 Penalty: 5775.605469
	Iteration 75Q: 3 clusters Score -1.415938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -14159386.000000 Penalty: 5775.605469
	Iteration 76Q: 3 clusters Score -1.415939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -14159398.000000 Penalty: 5775.605469
	Iteration 77Q: 3 clusters Score -1.41594e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -14159384.000000 Penalty: 5775.605469
	Iteration 78Q: 3 clusters Score -1.415938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -14159381.000000 Penalty: 5775.605469
	Iteration 79Q: 3 clusters Score -1.415938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -14159371.000000 Penalty: 5775.605469
	Iteration 80F: 3 clusters Score -1.415937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -14159391.000000 Penalty: 5775.605469
	Iteration 81Q: 3 clusters Score -1.415939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -14159397.000000 Penalty: 5775.605469
	Iteration 82Q: 3 clusters Score -1.41594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -14159390.000000 Penalty: 5775.605469
	Iteration 83Q: 3 clusters Score -1.415939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -14159380.000000 Penalty: 5775.605469
	Iteration 84Q: 3 clusters Score -1.415938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -14159403.000000 Penalty: 5775.605469
	Iteration 85Q: 3 clusters Score -1.41594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -14159395.000000 Penalty: 5775.605469
	Iteration 86Q: 3 clusters Score -1.41594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -14159399.000000 Penalty: 5775.605469
	Iteration 87Q: 3 clusters Score -1.41594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -14159391.000000 Penalty: 5775.605469
	Iteration 88Q: 3 clusters Score -1.415939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -14159400.000000 Penalty: 5775.605469
	Iteration 89Q: 3 clusters Score -1.41594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -14159412.000000 Penalty: 5775.605469
	Iteration 90Q: 3 clusters Score -1.415941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -14159411.000000 Penalty: 5775.605469
	Iteration 91Q: 3 clusters Score -1.415941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -14159416.000000 Penalty: 5775.605469
	Iteration 92Q: 3 clusters Score -1.415942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -14159426.000000 Penalty: 5775.605469
	Iteration 93Q: 3 clusters Score -1.415943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -14159404.000000 Penalty: 5775.605469
	Iteration 94Q: 3 clusters Score -1.41594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -14159400.000000 Penalty: 5775.605469
	Iteration 95Q: 3 clusters Score -1.41594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14159408.000000 Penalty: 5775.605469
	Iteration 96Q: 3 clusters Score -1.415941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -14159407.000000 Penalty: 5775.605469
	Iteration 97Q: 3 clusters Score -1.415941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -14159403.000000 Penalty: 5775.605469
	Iteration 98Q: 3 clusters Score -1.41594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -14159416.000000 Penalty: 5775.605469
	Iteration 99Q: 3 clusters Score -1.415942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -14159416.000000 Penalty: 5775.605469
	Iteration 100F: 3 clusters Score -1.415942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 54788 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Entering Unmasked Estep 
Score: -134370208.000000 Penalty: 145019.234375
Splitting cluster 5 changes total score from -134346560.000000 to -134370208.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (32175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Entering Unmasked Estep 
Score: -4039450.750000 Penalty: 2573.978516
	Iteration 0F: 2 clusters Score -4039451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4017607.000000 Penalty: 5147.957031
	Iteration 0F: 3 clusters Score -4017607 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4025523.750000 Penalty: 5147.957031
	Iteration 1F: 3 clusters Score -4025524 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4026187.500000 Penalty: 5147.957031
	Iteration 2Q: 3 clusters Score -4026188 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4026894.000000 Penalty: 5147.957031
	Iteration 3Q: 3 clusters Score -4026894 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4027731.500000 Penalty: 5147.957031
	Iteration 4Q: 3 clusters Score -4027732 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4028482.750000 Penalty: 5147.957031
	Iteration 5Q: 3 clusters Score -4028483 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4029165.500000 Penalty: 5147.957031
	Iteration 6Q: 3 clusters Score -4029166 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4029729.750000 Penalty: 5147.957031
	Iteration 7Q: 3 clusters Score -4029730 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4030324.750000 Penalty: 5147.957031
	Iteration 8Q: 3 clusters Score -4030325 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4030958.750000 Penalty: 5147.957031
	Iteration 9Q: 3 clusters Score -4030959 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4031629.250000 Penalty: 5147.957031
	Iteration 10Q: 3 clusters Score -4031629 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4032405.500000 Penalty: 5147.957031
	Iteration 11Q: 3 clusters Score -4032406 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4033189.750000 Penalty: 5147.957031
	Iteration 12Q: 3 clusters Score -4033190 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4034041.500000 Penalty: 5147.957031
	Iteration 13Q: 3 clusters Score -4034042 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4034827.000000 Penalty: 5147.957031
	Iteration 14Q: 3 clusters Score -4034827 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4035485.250000 Penalty: 5147.957031
	Iteration 15Q: 3 clusters Score -4035485 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4036024.250000 Penalty: 5147.957031
	Iteration 16Q: 3 clusters Score -4036024 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4036376.750000 Penalty: 5147.957031
	Iteration 17Q: 3 clusters Score -4036377 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4036634.500000 Penalty: 5147.957031
	Iteration 18Q: 3 clusters Score -4036634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4036822.750000 Penalty: 5147.957031
	Iteration 19Q: 3 clusters Score -4036823 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4036953.500000 Penalty: 5147.957031
	Iteration 20F: 3 clusters Score -4036954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4037051.750000 Penalty: 5147.957031
	Iteration 21Q: 3 clusters Score -4037052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4037114.500000 Penalty: 5147.957031
	Iteration 22Q: 3 clusters Score -4037114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4037164.250000 Penalty: 5147.957031
	Iteration 23Q: 3 clusters Score -4037164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4037194.250000 Penalty: 5147.957031
	Iteration 24Q: 3 clusters Score -4037194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4037214.000000 Penalty: 5147.957031
	Iteration 25Q: 3 clusters Score -4037214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4037230.250000 Penalty: 5147.957031
	Iteration 26Q: 3 clusters Score -4037230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4037253.000000 Penalty: 5147.957031
	Iteration 27Q: 3 clusters Score -4037253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4037266.250000 Penalty: 5147.957031
	Iteration 28Q: 3 clusters Score -4037266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4037280.250000 Penalty: 5147.957031
	Iteration 29Q: 3 clusters Score -4037280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4037286.250000 Penalty: 5147.957031
	Iteration 30Q: 3 clusters Score -4037286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4037285.500000 Penalty: 5147.957031
	Iteration 31Q: 3 clusters Score -4037286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4037293.500000 Penalty: 5147.957031
	Iteration 32Q: 3 clusters Score -4037294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4037299.250000 Penalty: 5147.957031
	Iteration 33Q: 3 clusters Score -4037299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4037301.750000 Penalty: 5147.957031
	Iteration 34Q: 3 clusters Score -4037302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4037301.750000 Penalty: 5147.957031
	Iteration 35F: 3 clusters Score -4037302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Entering Unmasked Estep 
Score: -6756689.000000 Penalty: 2705.984131
	Iteration 0F: 2 clusters Score -6756689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6719622.500000 Penalty: 5411.968262
	Iteration 0F: 3 clusters Score -6719622 nChanged 25366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6734024.500000 Penalty: 5411.968262
	Iteration 1F: 3 clusters Score -6734024 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6734953.500000 Penalty: 5411.968262
	Iteration 2Q: 3 clusters Score -6734954 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6736058.000000 Penalty: 5411.968262
	Iteration 3Q: 3 clusters Score -6736058 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -6737630.500000 Penalty: 5411.968262
	Iteration 4F: 3 clusters Score -6737630 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -6739800.000000 Penalty: 5411.968262
	Iteration 5F: 3 clusters Score -6739800 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -6742520.500000 Penalty: 5411.968262
	Iteration 6F: 3 clusters Score -6742520 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6745283.000000 Penalty: 5411.968262
	Iteration 7F: 3 clusters Score -6745283 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6747700.000000 Penalty: 5411.968262
	Iteration 8F: 3 clusters Score -6747700 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6749516.500000 Penalty: 5411.968262
	Iteration 9F: 3 clusters Score -6749516 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6751055.500000 Penalty: 5411.968262
	Iteration 10Q: 3 clusters Score -6751056 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -6752206.500000 Penalty: 5411.968262
	Iteration 11Q: 3 clusters Score -6752206 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -6753029.500000 Penalty: 5411.968262
	Iteration 12Q: 3 clusters Score -6753030 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -6753608.000000 Penalty: 5411.968262
	Iteration 13Q: 3 clusters Score -6753608 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6754043.500000 Penalty: 5411.968262
	Iteration 14Q: 3 clusters Score -6754044 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6754401.500000 Penalty: 5411.968262
	Iteration 15Q: 3 clusters Score -6754402 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -6754611.500000 Penalty: 5411.968262
	Iteration 16Q: 3 clusters Score -6754612 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -6754755.000000 Penalty: 5411.968262
	Iteration 17Q: 3 clusters Score -6754755 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -6754884.500000 Penalty: 5411.968262
	Iteration 18Q: 3 clusters Score -6754884 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -6754981.000000 Penalty: 5411.968262
	Iteration 19Q: 3 clusters Score -6754981 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -6755030.500000 Penalty: 5411.968262
	Iteration 20F: 3 clusters Score -6755030 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -6755067.500000 Penalty: 5411.968262
	Iteration 21Q: 3 clusters Score -6755068 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6755117.500000 Penalty: 5411.968262
	Iteration 22Q: 3 clusters Score -6755118 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6755157.500000 Penalty: 5411.968262
	Iteration 23Q: 3 clusters Score -6755158 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -6755240.000000 Penalty: 5411.968262
	Iteration 24Q: 3 clusters Score -6755240 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6755286.500000 Penalty: 5411.968262
	Iteration 25Q: 3 clusters Score -6755286 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -6755329.500000 Penalty: 5411.968262
	Iteration 26Q: 3 clusters Score -6755330 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -6755376.500000 Penalty: 5411.968262
	Iteration 27Q: 3 clusters Score -6755376 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6755409.500000 Penalty: 5411.968262
	Iteration 28Q: 3 clusters Score -6755410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6755451.500000 Penalty: 5411.968262
	Iteration 29Q: 3 clusters Score -6755452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -6755506.500000 Penalty: 5411.968262
	Iteration 30Q: 3 clusters Score -6755506 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -6755555.500000 Penalty: 5411.968262
	Iteration 31Q: 3 clusters Score -6755556 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6755598.500000 Penalty: 5411.968262
	Iteration 32Q: 3 clusters Score -6755598 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -6755666.500000 Penalty: 5411.968262
	Iteration 33Q: 3 clusters Score -6755666 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6755724.000000 Penalty: 5411.968262
	Iteration 34Q: 3 clusters Score -6755724 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -6755782.500000 Penalty: 5411.968262
	Iteration 35Q: 3 clusters Score -6755782 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -6755890.000000 Penalty: 5411.968262
	Iteration 36Q: 3 clusters Score -6755890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -6755978.000000 Penalty: 5411.968262
	Iteration 37Q: 3 clusters Score -6755978 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -6756071.000000 Penalty: 5411.968262
	Iteration 38Q: 3 clusters Score -6756071 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -6756161.000000 Penalty: 5411.968262
	Iteration 39Q: 3 clusters Score -6756161 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6756233.500000 Penalty: 5411.968262
	Iteration 40F: 3 clusters Score -6756234 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -6756301.000000 Penalty: 5411.968262
	Iteration 41Q: 3 clusters Score -6756301 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -6756361.000000 Penalty: 5411.968262
	Iteration 42Q: 3 clusters Score -6756361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6756442.500000 Penalty: 5411.968262
	Iteration 43Q: 3 clusters Score -6756442 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -6756509.000000 Penalty: 5411.968262
	Iteration 44Q: 3 clusters Score -6756509 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6756585.500000 Penalty: 5411.968262
	Iteration 45Q: 3 clusters Score -6756586 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -6756609.500000 Penalty: 5411.968262
	Iteration 46Q: 3 clusters Score -6756610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6756622.000000 Penalty: 5411.968262
	Iteration 47Q: 3 clusters Score -6756622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -6756664.500000 Penalty: 5411.968262
	Iteration 48Q: 3 clusters Score -6756664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -6756699.500000 Penalty: 5411.968262
	Iteration 49Q: 3 clusters Score -6756700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -6756720.000000 Penalty: 5411.968262
	Iteration 50Q: 3 clusters Score -6756720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6756742.000000 Penalty: 5411.968262
	Iteration 51Q: 3 clusters Score -6756742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -6756764.500000 Penalty: 5411.968262
	Iteration 52Q: 3 clusters Score -6756764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -6756779.500000 Penalty: 5411.968262
	Iteration 53Q: 3 clusters Score -6756780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -6756776.000000 Penalty: 5411.968262
	Iteration 54Q: 3 clusters Score -6756776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -6756784.000000 Penalty: 5411.968262
	Iteration 55Q: 3 clusters Score -6756784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -6756774.000000 Penalty: 5411.968262
	Iteration 56Q: 3 clusters Score -6756774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6756785.500000 Penalty: 5411.968262
	Iteration 57Q: 3 clusters Score -6756786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6756781.000000 Penalty: 5411.968262
	Iteration 58Q: 3 clusters Score -6756781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -6756788.000000 Penalty: 5411.968262
	Iteration 59Q: 3 clusters Score -6756788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -6756789.000000 Penalty: 5411.968262
	Iteration 60F: 3 clusters Score -6756789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -6756803.000000 Penalty: 5411.968262
	Iteration 61Q: 3 clusters Score -6756803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6756804.500000 Penalty: 5411.968262
	Iteration 62Q: 3 clusters Score -6756804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -6756813.000000 Penalty: 5411.968262
	Iteration 63Q: 3 clusters Score -6756813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -6756820.500000 Penalty: 5411.968262
	Iteration 64Q: 3 clusters Score -6756820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6756818.000000 Penalty: 5411.968262
	Iteration 65Q: 3 clusters Score -6756818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -6756817.000000 Penalty: 5411.968262
	Iteration 66Q: 3 clusters Score -6756817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -6756823.000000 Penalty: 5411.968262
	Iteration 67Q: 3 clusters Score -6756823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -6756821.000000 Penalty: 5411.968262
	Iteration 68Q: 3 clusters Score -6756821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -6756817.500000 Penalty: 5411.968262
	Iteration 69Q: 3 clusters Score -6756818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -6756816.500000 Penalty: 5411.968262
	Iteration 70Q: 3 clusters Score -6756816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -6756813.000000 Penalty: 5411.968262
	Iteration 71Q: 3 clusters Score -6756813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6756817.500000 Penalty: 5411.968262
	Iteration 72Q: 3 clusters Score -6756818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -6756816.500000 Penalty: 5411.968262
	Iteration 73Q: 3 clusters Score -6756816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6756806.000000 Penalty: 5411.968262
	Iteration 74Q: 3 clusters Score -6756806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6756810.000000 Penalty: 5411.968262
	Iteration 75Q: 3 clusters Score -6756810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6756814.000000 Penalty: 5411.968262
	Iteration 76Q: 3 clusters Score -6756814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -6756807.000000 Penalty: 5411.968262
	Iteration 77Q: 3 clusters Score -6756807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -6756805.500000 Penalty: 5411.968262
	Iteration 78Q: 3 clusters Score -6756806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6756805.000000 Penalty: 5411.968262
	Iteration 79Q: 3 clusters Score -6756805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6756807.000000 Penalty: 5411.968262
	Iteration 80F: 3 clusters Score -6756807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6756806.000000 Penalty: 5411.968262
	Iteration 81Q: 3 clusters Score -6756806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6756806.000000 Penalty: 5411.968262
	Iteration 82F: 3 clusters Score -6756806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Entering Unmasked Estep 
Score: -134369328.000000 Penalty: 148472.062500
Splitting cluster 7 changes total score from -134346560.000000 to -134369328.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (47616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Entering Unmasked Estep 
Score: -5493963.500000 Penalty: 2671.189209
	Iteration 0F: 2 clusters Score -5493964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5462021.000000 Penalty: 5342.378418
	Iteration 0F: 3 clusters Score -5462021 nChanged 21940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -5475008.000000 Penalty: 5342.378418
	Iteration 1F: 3 clusters Score -5475008 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5476249.500000 Penalty: 5342.378418
	Iteration 2F: 3 clusters Score -5476250 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -5477752.000000 Penalty: 5342.378418
	Iteration 3F: 3 clusters Score -5477752 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5479422.000000 Penalty: 5342.378418
	Iteration 4F: 3 clusters Score -5479422 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5481099.500000 Penalty: 5342.378418
	Iteration 5F: 3 clusters Score -5481100 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5482875.000000 Penalty: 5342.378418
	Iteration 6F: 3 clusters Score -5482875 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5484355.000000 Penalty: 5342.378418
	Iteration 7F: 3 clusters Score -5484355 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5485536.500000 Penalty: 5342.378418
	Iteration 8Q: 3 clusters Score -5485536 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -5486261.500000 Penalty: 5342.378418
	Iteration 9Q: 3 clusters Score -5486262 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5486690.000000 Penalty: 5342.378418
	Iteration 10Q: 3 clusters Score -5486690 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5486927.000000 Penalty: 5342.378418
	Iteration 11Q: 3 clusters Score -5486927 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5487066.500000 Penalty: 5342.378418
	Iteration 12Q: 3 clusters Score -5487066 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5487163.000000 Penalty: 5342.378418
	Iteration 13Q: 3 clusters Score -5487163 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -5487236.500000 Penalty: 5342.378418
	Iteration 14Q: 3 clusters Score -5487236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5487286.000000 Penalty: 5342.378418
	Iteration 15Q: 3 clusters Score -5487286 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5487312.500000 Penalty: 5342.378418
	Iteration 16Q: 3 clusters Score -5487312 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5487370.000000 Penalty: 5342.378418
	Iteration 17Q: 3 clusters Score -5487370 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -5487416.500000 Penalty: 5342.378418
	Iteration 18Q: 3 clusters Score -5487416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -5487442.500000 Penalty: 5342.378418
	Iteration 19Q: 3 clusters Score -5487442 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5487470.500000 Penalty: 5342.378418
	Iteration 20F: 3 clusters Score -5487470 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5487518.000000 Penalty: 5342.378418
	Iteration 21Q: 3 clusters Score -5487518 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -5487512.500000 Penalty: 5342.378418
	Iteration 22Q: 3 clusters Score -5487512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5487536.500000 Penalty: 5342.378418
	Iteration 23Q: 3 clusters Score -5487536 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5487554.500000 Penalty: 5342.378418
	Iteration 24Q: 3 clusters Score -5487554 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -5487563.000000 Penalty: 5342.378418
	Iteration 25Q: 3 clusters Score -5487563 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5487603.000000 Penalty: 5342.378418
	Iteration 26Q: 3 clusters Score -5487603 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -5487648.500000 Penalty: 5342.378418
	Iteration 27Q: 3 clusters Score -5487648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5487673.500000 Penalty: 5342.378418
	Iteration 28Q: 3 clusters Score -5487674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5487739.000000 Penalty: 5342.378418
	Iteration 29Q: 3 clusters Score -5487739 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -5487764.500000 Penalty: 5342.378418
	Iteration 30Q: 3 clusters Score -5487764 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -5487815.000000 Penalty: 5342.378418
	Iteration 31Q: 3 clusters Score -5487815 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5487873.500000 Penalty: 5342.378418
	Iteration 32Q: 3 clusters Score -5487874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -5487899.000000 Penalty: 5342.378418
	Iteration 33Q: 3 clusters Score -5487899 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5487926.500000 Penalty: 5342.378418
	Iteration 34Q: 3 clusters Score -5487926 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5487978.500000 Penalty: 5342.378418
	Iteration 35Q: 3 clusters Score -5487978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5488023.500000 Penalty: 5342.378418
	Iteration 36Q: 3 clusters Score -5488024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -5488072.000000 Penalty: 5342.378418
	Iteration 37Q: 3 clusters Score -5488072 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5488113.500000 Penalty: 5342.378418
	Iteration 38Q: 3 clusters Score -5488114 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5488187.000000 Penalty: 5342.378418
	Iteration 39Q: 3 clusters Score -5488187 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5488256.000000 Penalty: 5342.378418
	Iteration 40F: 3 clusters Score -5488256 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5488301.000000 Penalty: 5342.378418
	Iteration 41Q: 3 clusters Score -5488301 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -5488372.500000 Penalty: 5342.378418
	Iteration 42Q: 3 clusters Score -5488372 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -5488471.000000 Penalty: 5342.378418
	Iteration 43Q: 3 clusters Score -5488471 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5488603.500000 Penalty: 5342.378418
	Iteration 44Q: 3 clusters Score -5488604 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5488700.500000 Penalty: 5342.378418
	Iteration 45Q: 3 clusters Score -5488700 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5488801.500000 Penalty: 5342.378418
	Iteration 46Q: 3 clusters Score -5488802 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5488926.500000 Penalty: 5342.378418
	Iteration 47Q: 3 clusters Score -5488926 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5489052.000000 Penalty: 5342.378418
	Iteration 48Q: 3 clusters Score -5489052 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5489202.500000 Penalty: 5342.378418
	Iteration 49Q: 3 clusters Score -5489202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5489323.500000 Penalty: 5342.378418
	Iteration 50Q: 3 clusters Score -5489324 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5489478.500000 Penalty: 5342.378418
	Iteration 51Q: 3 clusters Score -5489478 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -5489637.000000 Penalty: 5342.378418
	Iteration 52Q: 3 clusters Score -5489637 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5489781.500000 Penalty: 5342.378418
	Iteration 53Q: 3 clusters Score -5489782 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5489918.000000 Penalty: 5342.378418
	Iteration 54Q: 3 clusters Score -5489918 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5490078.500000 Penalty: 5342.378418
	Iteration 55Q: 3 clusters Score -5490078 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5490270.500000 Penalty: 5342.378418
	Iteration 56Q: 3 clusters Score -5490270 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5490413.500000 Penalty: 5342.378418
	Iteration 57Q: 3 clusters Score -5490414 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5490576.000000 Penalty: 5342.378418
	Iteration 58Q: 3 clusters Score -5490576 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5490737.000000 Penalty: 5342.378418
	Iteration 59Q: 3 clusters Score -5490737 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5490911.500000 Penalty: 5342.378418
	Iteration 60F: 3 clusters Score -5490912 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5491086.000000 Penalty: 5342.378418
	Iteration 61Q: 3 clusters Score -5491086 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5491239.000000 Penalty: 5342.378418
	Iteration 62Q: 3 clusters Score -5491239 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5491366.000000 Penalty: 5342.378418
	Iteration 63Q: 3 clusters Score -5491366 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5491470.500000 Penalty: 5342.378418
	Iteration 64Q: 3 clusters Score -5491470 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5491562.500000 Penalty: 5342.378418
	Iteration 65Q: 3 clusters Score -5491562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -5491621.000000 Penalty: 5342.378418
	Iteration 66Q: 3 clusters Score -5491621 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5491690.000000 Penalty: 5342.378418
	Iteration 67Q: 3 clusters Score -5491690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -5491739.000000 Penalty: 5342.378418
	Iteration 68Q: 3 clusters Score -5491739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5491779.500000 Penalty: 5342.378418
	Iteration 69Q: 3 clusters Score -5491780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5491823.000000 Penalty: 5342.378418
	Iteration 70Q: 3 clusters Score -5491823 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -5491860.000000 Penalty: 5342.378418
	Iteration 71Q: 3 clusters Score -5491860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5491890.500000 Penalty: 5342.378418
	Iteration 72Q: 3 clusters Score -5491890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -5491906.000000 Penalty: 5342.378418
	Iteration 73Q: 3 clusters Score -5491906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5491912.500000 Penalty: 5342.378418
	Iteration 74Q: 3 clusters Score -5491912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5491926.000000 Penalty: 5342.378418
	Iteration 75Q: 3 clusters Score -5491926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5491937.000000 Penalty: 5342.378418
	Iteration 76Q: 3 clusters Score -5491937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5491943.000000 Penalty: 5342.378418
	Iteration 77Q: 3 clusters Score -5491943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -5491964.000000 Penalty: 5342.378418
	Iteration 78Q: 3 clusters Score -5491964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -5491986.000000 Penalty: 5342.378418
	Iteration 79Q: 3 clusters Score -5491986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5491986.000000 Penalty: 5342.378418
	Iteration 80F: 3 clusters Score -5491986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5491999.500000 Penalty: 5342.378418
	Iteration 81Q: 3 clusters Score -5492000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5492010.500000 Penalty: 5342.378418
	Iteration 82Q: 3 clusters Score -5492010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5491996.000000 Penalty: 5342.378418
	Iteration 83Q: 3 clusters Score -5491996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -5492002.500000 Penalty: 5342.378418
	Iteration 84Q: 3 clusters Score -5492002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -5492009.000000 Penalty: 5342.378418
	Iteration 85Q: 3 clusters Score -5492009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5492007.000000 Penalty: 5342.378418
	Iteration 86Q: 3 clusters Score -5492007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5492004.000000 Penalty: 5342.378418
	Iteration 87Q: 3 clusters Score -5492004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -5492005.000000 Penalty: 5342.378418
	Iteration 88Q: 3 clusters Score -5492005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5492004.000000 Penalty: 5342.378418
	Iteration 89Q: 3 clusters Score -5492004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5492004.000000 Penalty: 5342.378418
	Iteration 90F: 3 clusters Score -5492004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Entering Unmasked Estep 
Score: -5293124.500000 Penalty: 2649.206543
	Iteration 0F: 2 clusters Score -5293124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5263804.500000 Penalty: 5298.413086
	Iteration 0F: 3 clusters Score -5263804 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5274988.500000 Penalty: 5298.413086
	Iteration 1F: 3 clusters Score -5274988 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5275725.000000 Penalty: 5298.413086
	Iteration 2Q: 3 clusters Score -5275725 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5276477.500000 Penalty: 5298.413086
	Iteration 3Q: 3 clusters Score -5276478 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5277361.500000 Penalty: 5298.413086
	Iteration 4Q: 3 clusters Score -5277362 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5278608.500000 Penalty: 5298.413086
	Iteration 5F: 3 clusters Score -5278608 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5280437.500000 Penalty: 5298.413086
	Iteration 6F: 3 clusters Score -5280438 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5282823.500000 Penalty: 5298.413086
	Iteration 7F: 3 clusters Score -5282824 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -5285440.500000 Penalty: 5298.413086
	Iteration 8F: 3 clusters Score -5285440 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5287469.000000 Penalty: 5298.413086
	Iteration 9F: 3 clusters Score -5287469 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -5288925.000000 Penalty: 5298.413086
	Iteration 10F: 3 clusters Score -5288925 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5290030.000000 Penalty: 5298.413086
	Iteration 11Q: 3 clusters Score -5290030 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5290910.500000 Penalty: 5298.413086
	Iteration 12Q: 3 clusters Score -5290910 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5291634.500000 Penalty: 5298.413086
	Iteration 13Q: 3 clusters Score -5291634 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5292144.500000 Penalty: 5298.413086
	Iteration 14Q: 3 clusters Score -5292144 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5292485.000000 Penalty: 5298.413086
	Iteration 15Q: 3 clusters Score -5292485 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5292732.500000 Penalty: 5298.413086
	Iteration 16Q: 3 clusters Score -5292732 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5292941.000000 Penalty: 5298.413086
	Iteration 17Q: 3 clusters Score -5292941 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5293069.500000 Penalty: 5298.413086
	Iteration 18Q: 3 clusters Score -5293070 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -5293185.500000 Penalty: 5298.413086
	Iteration 19Q: 3 clusters Score -5293186 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -5293301.000000 Penalty: 5298.413086
	Iteration 20F: 3 clusters Score -5293301 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5293401.500000 Penalty: 5298.413086
	Iteration 21Q: 3 clusters Score -5293402 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -5293514.000000 Penalty: 5298.413086
	Iteration 22Q: 3 clusters Score -5293514 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5293714.000000 Penalty: 5298.413086
	Iteration 23Q: 3 clusters Score -5293714 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5293874.500000 Penalty: 5298.413086
	Iteration 24Q: 3 clusters Score -5293874 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5294064.500000 Penalty: 5298.413086
	Iteration 25Q: 3 clusters Score -5294064 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5294228.000000 Penalty: 5298.413086
	Iteration 26Q: 3 clusters Score -5294228 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5294333.000000 Penalty: 5298.413086
	Iteration 27Q: 3 clusters Score -5294333 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5294396.000000 Penalty: 5298.413086
	Iteration 28Q: 3 clusters Score -5294396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -5294494.000000 Penalty: 5298.413086
	Iteration 29Q: 3 clusters Score -5294494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5294606.500000 Penalty: 5298.413086
	Iteration 30Q: 3 clusters Score -5294606 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5294738.000000 Penalty: 5298.413086
	Iteration 31Q: 3 clusters Score -5294738 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5294892.000000 Penalty: 5298.413086
	Iteration 32Q: 3 clusters Score -5294892 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5295056.500000 Penalty: 5298.413086
	Iteration 33Q: 3 clusters Score -5295056 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -5295297.000000 Penalty: 5298.413086
	Iteration 34Q: 3 clusters Score -5295297 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5295511.500000 Penalty: 5298.413086
	Iteration 35Q: 3 clusters Score -5295512 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5295761.000000 Penalty: 5298.413086
	Iteration 36Q: 3 clusters Score -5295761 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5296008.000000 Penalty: 5298.413086
	Iteration 37Q: 3 clusters Score -5296008 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5296237.500000 Penalty: 5298.413086
	Iteration 38Q: 3 clusters Score -5296238 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5296404.000000 Penalty: 5298.413086
	Iteration 39Q: 3 clusters Score -5296404 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5296572.500000 Penalty: 5298.413086
	Iteration 40F: 3 clusters Score -5296572 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -5296691.000000 Penalty: 5298.413086
	Iteration 41Q: 3 clusters Score -5296691 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -5296767.500000 Penalty: 5298.413086
	Iteration 42Q: 3 clusters Score -5296768 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5296881.500000 Penalty: 5298.413086
	Iteration 43Q: 3 clusters Score -5296882 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5296986.000000 Penalty: 5298.413086
	Iteration 44Q: 3 clusters Score -5296986 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -5297020.500000 Penalty: 5298.413086
	Iteration 45Q: 3 clusters Score -5297020 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5297085.500000 Penalty: 5298.413086
	Iteration 46Q: 3 clusters Score -5297086 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5297088.000000 Penalty: 5298.413086
	Iteration 47Q: 3 clusters Score -5297088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5297126.000000 Penalty: 5298.413086
	Iteration 48Q: 3 clusters Score -5297126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5297145.500000 Penalty: 5298.413086
	Iteration 49Q: 3 clusters Score -5297146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5297153.500000 Penalty: 5298.413086
	Iteration 50Q: 3 clusters Score -5297154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5297165.500000 Penalty: 5298.413086
	Iteration 51Q: 3 clusters Score -5297166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5297186.500000 Penalty: 5298.413086
	Iteration 52Q: 3 clusters Score -5297186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5297182.000000 Penalty: 5298.413086
	Iteration 53Q: 3 clusters Score -5297182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5297189.500000 Penalty: 5298.413086
	Iteration 54Q: 3 clusters Score -5297190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -5297191.500000 Penalty: 5298.413086
	Iteration 55Q: 3 clusters Score -5297192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -5297204.500000 Penalty: 5298.413086
	Iteration 56Q: 3 clusters Score -5297204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5297220.500000 Penalty: 5298.413086
	Iteration 57Q: 3 clusters Score -5297220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -5297230.500000 Penalty: 5298.413086
	Iteration 58Q: 3 clusters Score -5297230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -5297235.000000 Penalty: 5298.413086
	Iteration 59Q: 3 clusters Score -5297235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5297239.500000 Penalty: 5298.413086
	Iteration 60F: 3 clusters Score -5297240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5297245.500000 Penalty: 5298.413086
	Iteration 61Q: 3 clusters Score -5297246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5297253.000000 Penalty: 5298.413086
	Iteration 62Q: 3 clusters Score -5297253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5297250.000000 Penalty: 5298.413086
	Iteration 63Q: 3 clusters Score -5297250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -5297264.500000 Penalty: 5298.413086
	Iteration 64Q: 3 clusters Score -5297264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5297264.000000 Penalty: 5298.413086
	Iteration 65Q: 3 clusters Score -5297264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5297253.000000 Penalty: 5298.413086
	Iteration 66Q: 3 clusters Score -5297253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5297257.000000 Penalty: 5298.413086
	Iteration 67Q: 3 clusters Score -5297257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5297259.500000 Penalty: 5298.413086
	Iteration 68Q: 3 clusters Score -5297260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5297255.000000 Penalty: 5298.413086
	Iteration 69Q: 3 clusters Score -5297255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5297249.500000 Penalty: 5298.413086
	Iteration 70Q: 3 clusters Score -5297250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5297249.000000 Penalty: 5298.413086
	Iteration 71Q: 3 clusters Score -5297249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5297252.500000 Penalty: 5298.413086
	Iteration 72Q: 3 clusters Score -5297252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5297261.500000 Penalty: 5298.413086
	Iteration 73Q: 3 clusters Score -5297262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5297261.000000 Penalty: 5298.413086
	Iteration 74Q: 3 clusters Score -5297261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5297253.000000 Penalty: 5298.413086
	Iteration 75Q: 3 clusters Score -5297253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5297258.000000 Penalty: 5298.413086
	Iteration 76Q: 3 clusters Score -5297258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5297258.000000 Penalty: 5298.413086
	Iteration 77F: 3 clusters Score -5297258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 20886 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Entering Unmasked Estep 
Score: -134373104.000000 Penalty: 151924.906250
Splitting cluster 9 changes total score from -134346560.000000 to -134373104.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 10 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -47992.757812 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -47992.76 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 178 members 
Entering Unmasked Estep 
Score: -46678.218750 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -46678.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46877.660156 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -46877.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47167.898438 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -47167.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47419.929688 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -47419.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47508.816406 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -47508.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47556.773438 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -47556.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47590.304688 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -47590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47628.875000 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -47628.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47667.546875 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -47667.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47703.960938 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -47703.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47718.214844 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -47718.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47729.960938 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -47729.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47752.394531 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -47752.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47756.558594 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -47756.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47756.558594 Penalty: 2937.102783
	Iteration 14F: 3 clusters Score -47756.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Entering Unmasked Estep 
Score: -2560405.000000 Penalty: 2466.814941
	Iteration 0F: 2 clusters Score -2560405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2545793.750000 Penalty: 4933.629883
	Iteration 0F: 3 clusters Score -2545794 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2550847.250000 Penalty: 4933.629883
	Iteration 1F: 3 clusters Score -2550847 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2551561.750000 Penalty: 4933.629883
	Iteration 2F: 3 clusters Score -2551562 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2552319.250000 Penalty: 4933.629883
	Iteration 3F: 3 clusters Score -2552319 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2553194.500000 Penalty: 4933.629883
	Iteration 4F: 3 clusters Score -2553194 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2554234.000000 Penalty: 4933.629883
	Iteration 5F: 3 clusters Score -2554234 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2555534.250000 Penalty: 4933.629883
	Iteration 6F: 3 clusters Score -2555534 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2556849.500000 Penalty: 4933.629883
	Iteration 7F: 3 clusters Score -2556850 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2557939.750000 Penalty: 4933.629883
	Iteration 8F: 3 clusters Score -2557940 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2558858.000000 Penalty: 4933.629883
	Iteration 9Q: 3 clusters Score -2558858 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2559673.000000 Penalty: 4933.629883
	Iteration 10Q: 3 clusters Score -2559673 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2560214.000000 Penalty: 4933.629883
	Iteration 11Q: 3 clusters Score -2560214 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2560473.750000 Penalty: 4933.629883
	Iteration 12Q: 3 clusters Score -2560474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2560616.750000 Penalty: 4933.629883
	Iteration 13Q: 3 clusters Score -2560617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2560709.000000 Penalty: 4933.629883
	Iteration 14Q: 3 clusters Score -2560709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2560761.500000 Penalty: 4933.629883
	Iteration 15Q: 3 clusters Score -2560762 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2560792.250000 Penalty: 4933.629883
	Iteration 16Q: 3 clusters Score -2560792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2560812.250000 Penalty: 4933.629883
	Iteration 17Q: 3 clusters Score -2560812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2560832.000000 Penalty: 4933.629883
	Iteration 18Q: 3 clusters Score -2560832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2560836.750000 Penalty: 4933.629883
	Iteration 19Q: 3 clusters Score -2560837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2560853.500000 Penalty: 4933.629883
	Iteration 20F: 3 clusters Score -2560854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2560852.750000 Penalty: 4933.629883
	Iteration 21Q: 3 clusters Score -2560853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2560853.000000 Penalty: 4933.629883
	Iteration 22Q: 3 clusters Score -2560853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2560859.500000 Penalty: 4933.629883
	Iteration 23Q: 3 clusters Score -2560860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2560865.000000 Penalty: 4933.629883
	Iteration 24Q: 3 clusters Score -2560865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2560866.000000 Penalty: 4933.629883
	Iteration 25Q: 3 clusters Score -2560866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2560869.250000 Penalty: 4933.629883
	Iteration 26Q: 3 clusters Score -2560869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2560869.750000 Penalty: 4933.629883
	Iteration 27Q: 3 clusters Score -2560870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2560872.000000 Penalty: 4933.629883
	Iteration 28Q: 3 clusters Score -2560872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2560876.000000 Penalty: 4933.629883
	Iteration 29Q: 3 clusters Score -2560876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2560873.500000 Penalty: 4933.629883
	Iteration 30Q: 3 clusters Score -2560874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2560873.000000 Penalty: 4933.629883
	Iteration 31Q: 3 clusters Score -2560873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2560873.250000 Penalty: 4933.629883
	Iteration 32Q: 3 clusters Score -2560873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2560876.000000 Penalty: 4933.629883
	Iteration 33Q: 3 clusters Score -2560876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2560884.000000 Penalty: 4933.629883
	Iteration 34Q: 3 clusters Score -2560884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2560889.000000 Penalty: 4933.629883
	Iteration 35Q: 3 clusters Score -2560889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2560886.250000 Penalty: 4933.629883
	Iteration 36Q: 3 clusters Score -2560886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2560883.250000 Penalty: 4933.629883
	Iteration 37Q: 3 clusters Score -2560883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2560881.250000 Penalty: 4933.629883
	Iteration 38Q: 3 clusters Score -2560881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2560884.250000 Penalty: 4933.629883
	Iteration 39Q: 3 clusters Score -2560884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2560883.500000 Penalty: 4933.629883
	Iteration 40F: 3 clusters Score -2560884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Entering Unmasked Estep 
Score: -134373024.000000 Penalty: 155377.750000
Splitting cluster 11 changes total score from -134346560.000000 to -134373024.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -521047.000000 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -521047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -517016.312500 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -517016.3 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -518102.687500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -518102.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -518458.781250 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -518458.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -518736.750000 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -518736.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -519050.906250 Penalty: 4160.445801
	Iteration 4F: 3 clusters Score -519050.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -519472.093750 Penalty: 4160.445801
	Iteration 5F: 3 clusters Score -519472.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -520046.406250 Penalty: 4160.445801
	Iteration 6F: 3 clusters Score -520046.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -520753.625000 Penalty: 4160.445801
	Iteration 7F: 3 clusters Score -520753.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -521726.375000 Penalty: 4160.445801
	Iteration 8F: 3 clusters Score -521726.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -523389.125000 Penalty: 4160.445801
	Iteration 9F: 3 clusters Score -523389.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -524214.500000 Penalty: 4160.445801
	Iteration 10F: 3 clusters Score -524214.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -524523.312500 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -524523.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -524666.187500 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -524666.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -524746.437500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -524746.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -524816.312500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -524816.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -524878.625000 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -524878.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -524936.562500 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -524936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -524977.125000 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -524977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -525027.625000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -525027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -525053.750000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -525053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -525194.187500 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -525194.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -525987.312500 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -525987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -526085.500000 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -526085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -526086.187500 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -526086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -526086.187500 Penalty: 4160.445801
	Iteration 24F: 3 clusters Score -526086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Entering Unmasked Estep 
Score: -134376640.000000 Penalty: 158830.578125
Splitting cluster 12 changes total score from -134346560.000000 to -134376640.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 13 (11985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Entering Unmasked Estep 
Score: -1292735.875000 Penalty: 2329.069824
	Iteration 0F: 2 clusters Score -1292736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1283937.625000 Penalty: 4658.139648
	Iteration 0F: 3 clusters Score -1283938 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1287174.000000 Penalty: 4658.139648
	Iteration 1F: 3 clusters Score -1287174 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1288207.625000 Penalty: 4658.139648
	Iteration 2F: 3 clusters Score -1288208 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1289149.375000 Penalty: 4658.139648
	Iteration 3F: 3 clusters Score -1289149 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1289892.000000 Penalty: 4658.139648
	Iteration 4F: 3 clusters Score -1289892 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1290423.500000 Penalty: 4658.139648
	Iteration 5F: 3 clusters Score -1290424 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1290795.875000 Penalty: 4658.139648
	Iteration 6Q: 3 clusters Score -1290796 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1291047.500000 Penalty: 4658.139648
	Iteration 7Q: 3 clusters Score -1291048 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1291235.125000 Penalty: 4658.139648
	Iteration 8Q: 3 clusters Score -1291235 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1291367.750000 Penalty: 4658.139648
	Iteration 9Q: 3 clusters Score -1291368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1291453.250000 Penalty: 4658.139648
	Iteration 10Q: 3 clusters Score -1291453 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1291519.875000 Penalty: 4658.139648
	Iteration 11Q: 3 clusters Score -1291520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1291574.500000 Penalty: 4658.139648
	Iteration 12Q: 3 clusters Score -1291574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1291633.625000 Penalty: 4658.139648
	Iteration 13Q: 3 clusters Score -1291634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1291689.125000 Penalty: 4658.139648
	Iteration 14Q: 3 clusters Score -1291689 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1291731.875000 Penalty: 4658.139648
	Iteration 15Q: 3 clusters Score -1291732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1291778.250000 Penalty: 4658.139648
	Iteration 16Q: 3 clusters Score -1291778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1291831.500000 Penalty: 4658.139648
	Iteration 17Q: 3 clusters Score -1291832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1291861.625000 Penalty: 4658.139648
	Iteration 18Q: 3 clusters Score -1291862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1291890.000000 Penalty: 4658.139648
	Iteration 19Q: 3 clusters Score -1291890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1291926.125000 Penalty: 4658.139648
	Iteration 20F: 3 clusters Score -1291926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1291968.250000 Penalty: 4658.139648
	Iteration 21Q: 3 clusters Score -1291968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1292000.875000 Penalty: 4658.139648
	Iteration 22Q: 3 clusters Score -1292001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1292024.250000 Penalty: 4658.139648
	Iteration 23Q: 3 clusters Score -1292024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1292044.500000 Penalty: 4658.139648
	Iteration 24Q: 3 clusters Score -1292044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1292068.250000 Penalty: 4658.139648
	Iteration 25Q: 3 clusters Score -1292068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1292085.250000 Penalty: 4658.139648
	Iteration 26Q: 3 clusters Score -1292085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1292106.500000 Penalty: 4658.139648
	Iteration 27Q: 3 clusters Score -1292106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1292122.000000 Penalty: 4658.139648
	Iteration 28Q: 3 clusters Score -1292122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1292150.000000 Penalty: 4658.139648
	Iteration 29Q: 3 clusters Score -1292150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1292173.875000 Penalty: 4658.139648
	Iteration 30Q: 3 clusters Score -1292174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1292202.000000 Penalty: 4658.139648
	Iteration 31Q: 3 clusters Score -1292202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1292232.625000 Penalty: 4658.139648
	Iteration 32Q: 3 clusters Score -1292233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1292250.625000 Penalty: 4658.139648
	Iteration 33Q: 3 clusters Score -1292251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1292277.625000 Penalty: 4658.139648
	Iteration 34Q: 3 clusters Score -1292278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1292293.875000 Penalty: 4658.139648
	Iteration 35Q: 3 clusters Score -1292294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1292309.250000 Penalty: 4658.139648
	Iteration 36Q: 3 clusters Score -1292309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1292332.750000 Penalty: 4658.139648
	Iteration 37Q: 3 clusters Score -1292333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1292355.000000 Penalty: 4658.139648
	Iteration 38Q: 3 clusters Score -1292355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1292389.625000 Penalty: 4658.139648
	Iteration 39Q: 3 clusters Score -1292390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1292430.500000 Penalty: 4658.139648
	Iteration 40F: 3 clusters Score -1292430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1292463.500000 Penalty: 4658.139648
	Iteration 41Q: 3 clusters Score -1292464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1292504.250000 Penalty: 4658.139648
	Iteration 42Q: 3 clusters Score -1292504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1292531.500000 Penalty: 4658.139648
	Iteration 43Q: 3 clusters Score -1292532 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1292581.625000 Penalty: 4658.139648
	Iteration 44Q: 3 clusters Score -1292582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1292645.375000 Penalty: 4658.139648
	Iteration 45Q: 3 clusters Score -1292645 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1292719.375000 Penalty: 4658.139648
	Iteration 46Q: 3 clusters Score -1292719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1292816.750000 Penalty: 4658.139648
	Iteration 47Q: 3 clusters Score -1292817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1292950.500000 Penalty: 4658.139648
	Iteration 48Q: 3 clusters Score -1292950 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1293102.125000 Penalty: 4658.139648
	Iteration 49Q: 3 clusters Score -1293102 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1293214.875000 Penalty: 4658.139648
	Iteration 50Q: 3 clusters Score -1293215 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1293317.875000 Penalty: 4658.139648
	Iteration 51Q: 3 clusters Score -1293318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1293410.000000 Penalty: 4658.139648
	Iteration 52Q: 3 clusters Score -1293410 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1293492.000000 Penalty: 4658.139648
	Iteration 53Q: 3 clusters Score -1293492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1293549.000000 Penalty: 4658.139648
	Iteration 54Q: 3 clusters Score -1293549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1293592.000000 Penalty: 4658.139648
	Iteration 55Q: 3 clusters Score -1293592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1293621.875000 Penalty: 4658.139648
	Iteration 56Q: 3 clusters Score -1293622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1293639.375000 Penalty: 4658.139648
	Iteration 57Q: 3 clusters Score -1293639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1293653.625000 Penalty: 4658.139648
	Iteration 58Q: 3 clusters Score -1293654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1293664.000000 Penalty: 4658.139648
	Iteration 59Q: 3 clusters Score -1293664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1293705.625000 Penalty: 4658.139648
	Iteration 60F: 3 clusters Score -1293706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1293744.125000 Penalty: 4658.139648
	Iteration 61Q: 3 clusters Score -1293744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1293767.500000 Penalty: 4658.139648
	Iteration 62Q: 3 clusters Score -1293768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1293789.875000 Penalty: 4658.139648
	Iteration 63Q: 3 clusters Score -1293790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1293819.875000 Penalty: 4658.139648
	Iteration 64Q: 3 clusters Score -1293820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1293849.625000 Penalty: 4658.139648
	Iteration 65Q: 3 clusters Score -1293850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1293875.125000 Penalty: 4658.139648
	Iteration 66Q: 3 clusters Score -1293875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1293910.125000 Penalty: 4658.139648
	Iteration 67Q: 3 clusters Score -1293910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1293939.750000 Penalty: 4658.139648
	Iteration 68Q: 3 clusters Score -1293940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1293958.500000 Penalty: 4658.139648
	Iteration 69Q: 3 clusters Score -1293958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1293965.375000 Penalty: 4658.139648
	Iteration 70Q: 3 clusters Score -1293965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1293977.750000 Penalty: 4658.139648
	Iteration 71Q: 3 clusters Score -1293978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1293990.500000 Penalty: 4658.139648
	Iteration 72Q: 3 clusters Score -1293990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1294000.250000 Penalty: 4658.139648
	Iteration 73Q: 3 clusters Score -1294000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1294009.625000 Penalty: 4658.139648
	Iteration 74Q: 3 clusters Score -1294010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1294015.875000 Penalty: 4658.139648
	Iteration 75Q: 3 clusters Score -1294016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1294021.125000 Penalty: 4658.139648
	Iteration 76Q: 3 clusters Score -1294021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1294024.500000 Penalty: 4658.139648
	Iteration 77Q: 3 clusters Score -1294024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1294029.125000 Penalty: 4658.139648
	Iteration 78Q: 3 clusters Score -1294029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1294031.750000 Penalty: 4658.139648
	Iteration 79Q: 3 clusters Score -1294032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1294034.250000 Penalty: 4658.139648
	Iteration 80F: 3 clusters Score -1294034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1294041.250000 Penalty: 4658.139648
	Iteration 81Q: 3 clusters Score -1294041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1294041.750000 Penalty: 4658.139648
	Iteration 82Q: 3 clusters Score -1294042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1294042.500000 Penalty: 4658.139648
	Iteration 83Q: 3 clusters Score -1294042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1294043.500000 Penalty: 4658.139648
	Iteration 84Q: 3 clusters Score -1294044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1294046.000000 Penalty: 4658.139648
	Iteration 85Q: 3 clusters Score -1294046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1294049.250000 Penalty: 4658.139648
	Iteration 86Q: 3 clusters Score -1294049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1294048.625000 Penalty: 4658.139648
	Iteration 87Q: 3 clusters Score -1294049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1294048.875000 Penalty: 4658.139648
	Iteration 88Q: 3 clusters Score -1294049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1294047.250000 Penalty: 4658.139648
	Iteration 89Q: 3 clusters Score -1294047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1294047.250000 Penalty: 4658.139648
	Iteration 90F: 3 clusters Score -1294047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Entering Unmasked Estep 
Score: -134376992.000000 Penalty: 162283.421875
Splitting cluster 13 changes total score from -134346560.000000 to -134376992.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 14 (83580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Entering Unmasked Estep 
Score: -10245454.000000 Penalty: 2810.722900
	Iteration 0F: 2 clusters Score -1.024545e+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 41679 members 
Entering Unmasked Estep 
Score: -10189524.000000 Penalty: 5621.445801
	Iteration 0F: 3 clusters Score -1.018952e+07 nChanged 39225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -10213050.000000 Penalty: 5621.445801
	Iteration 1F: 3 clusters Score -1.021305e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -10214963.000000 Penalty: 5621.445801
	Iteration 2Q: 3 clusters Score -1.021496e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -10217843.000000 Penalty: 5621.445801
	Iteration 3F: 3 clusters Score -1.021784e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -10221441.000000 Penalty: 5621.445801
	Iteration 4F: 3 clusters Score -1.022144e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -10225665.000000 Penalty: 5621.445801
	Iteration 5F: 3 clusters Score -1.022566e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -10229666.000000 Penalty: 5621.445801
	Iteration 6F: 3 clusters Score -1.022967e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -10233290.000000 Penalty: 5621.445801
	Iteration 7F: 3 clusters Score -1.023329e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -10236385.000000 Penalty: 5621.445801
	Iteration 8F: 3 clusters Score -1.023638e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -10238351.000000 Penalty: 5621.445801
	Iteration 9Q: 3 clusters Score -1.023835e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -10239504.000000 Penalty: 5621.445801
	Iteration 10Q: 3 clusters Score -1.02395e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -10240127.000000 Penalty: 5621.445801
	Iteration 11Q: 3 clusters Score -1.024013e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -10240609.000000 Penalty: 5621.445801
	Iteration 12Q: 3 clusters Score -1.024061e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -10241054.000000 Penalty: 5621.445801
	Iteration 13Q: 3 clusters Score -1.024105e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -10241392.000000 Penalty: 5621.445801
	Iteration 14Q: 3 clusters Score -1.024139e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -10241549.000000 Penalty: 5621.445801
	Iteration 15Q: 3 clusters Score -1.024155e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -10241792.000000 Penalty: 5621.445801
	Iteration 16Q: 3 clusters Score -1.024179e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -10241938.000000 Penalty: 5621.445801
	Iteration 17Q: 3 clusters Score -1.024194e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -10242057.000000 Penalty: 5621.445801
	Iteration 18Q: 3 clusters Score -1.024206e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -10242157.000000 Penalty: 5621.445801
	Iteration 19Q: 3 clusters Score -1.024216e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -10242263.000000 Penalty: 5621.445801
	Iteration 20F: 3 clusters Score -1.024226e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -10242320.000000 Penalty: 5621.445801
	Iteration 21Q: 3 clusters Score -1.024232e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -10242355.000000 Penalty: 5621.445801
	Iteration 22Q: 3 clusters Score -1.024236e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -10242436.000000 Penalty: 5621.445801
	Iteration 23Q: 3 clusters Score -1.024244e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -10242543.000000 Penalty: 5621.445801
	Iteration 24Q: 3 clusters Score -1.024254e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -10242620.000000 Penalty: 5621.445801
	Iteration 25Q: 3 clusters Score -1.024262e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -10242662.000000 Penalty: 5621.445801
	Iteration 26Q: 3 clusters Score -1.024266e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -10242719.000000 Penalty: 5621.445801
	Iteration 27Q: 3 clusters Score -1.024272e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10242738.000000 Penalty: 5621.445801
	Iteration 28Q: 3 clusters Score -1.024274e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -10242813.000000 Penalty: 5621.445801
	Iteration 29Q: 3 clusters Score -1.024281e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -10242867.000000 Penalty: 5621.445801
	Iteration 30Q: 3 clusters Score -1.024287e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -10242921.000000 Penalty: 5621.445801
	Iteration 31Q: 3 clusters Score -1.024292e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -10242993.000000 Penalty: 5621.445801
	Iteration 32Q: 3 clusters Score -1.024299e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -10243065.000000 Penalty: 5621.445801
	Iteration 33Q: 3 clusters Score -1.024306e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -10243082.000000 Penalty: 5621.445801
	Iteration 34Q: 3 clusters Score -1.024308e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -10243110.000000 Penalty: 5621.445801
	Iteration 35Q: 3 clusters Score -1.024311e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -10243183.000000 Penalty: 5621.445801
	Iteration 36Q: 3 clusters Score -1.024318e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -10243207.000000 Penalty: 5621.445801
	Iteration 37Q: 3 clusters Score -1.024321e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -10243249.000000 Penalty: 5621.445801
	Iteration 38Q: 3 clusters Score -1.024325e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -10243264.000000 Penalty: 5621.445801
	Iteration 39Q: 3 clusters Score -1.024326e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -10243291.000000 Penalty: 5621.445801
	Iteration 40F: 3 clusters Score -1.024329e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -10243352.000000 Penalty: 5621.445801
	Iteration 41Q: 3 clusters Score -1.024335e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -10243401.000000 Penalty: 5621.445801
	Iteration 42Q: 3 clusters Score -1.02434e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -10243461.000000 Penalty: 5621.445801
	Iteration 43Q: 3 clusters Score -1.024346e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -10243488.000000 Penalty: 5621.445801
	Iteration 44Q: 3 clusters Score -1.024349e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -10243500.000000 Penalty: 5621.445801
	Iteration 45Q: 3 clusters Score -1.02435e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -10243538.000000 Penalty: 5621.445801
	Iteration 46Q: 3 clusters Score -1.024354e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -10243542.000000 Penalty: 5621.445801
	Iteration 47Q: 3 clusters Score -1.024354e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -10243554.000000 Penalty: 5621.445801
	Iteration 48Q: 3 clusters Score -1.024355e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -10243585.000000 Penalty: 5621.445801
	Iteration 49Q: 3 clusters Score -1.024358e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -10243593.000000 Penalty: 5621.445801
	Iteration 50Q: 3 clusters Score -1.024359e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -10243602.000000 Penalty: 5621.445801
	Iteration 51Q: 3 clusters Score -1.02436e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -10243628.000000 Penalty: 5621.445801
	Iteration 52Q: 3 clusters Score -1.024363e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -10243657.000000 Penalty: 5621.445801
	Iteration 53Q: 3 clusters Score -1.024366e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -10243674.000000 Penalty: 5621.445801
	Iteration 54Q: 3 clusters Score -1.024367e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -10243689.000000 Penalty: 5621.445801
	Iteration 55Q: 3 clusters Score -1.024369e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -10243705.000000 Penalty: 5621.445801
	Iteration 56Q: 3 clusters Score -1.02437e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -10243724.000000 Penalty: 5621.445801
	Iteration 57Q: 3 clusters Score -1.024372e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -10243762.000000 Penalty: 5621.445801
	Iteration 58Q: 3 clusters Score -1.024376e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -10243758.000000 Penalty: 5621.445801
	Iteration 59Q: 3 clusters Score -1.024376e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -10243774.000000 Penalty: 5621.445801
	Iteration 60F: 3 clusters Score -1.024377e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -10243796.000000 Penalty: 5621.445801
	Iteration 61Q: 3 clusters Score -1.02438e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -10243781.000000 Penalty: 5621.445801
	Iteration 62Q: 3 clusters Score -1.024378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -10243802.000000 Penalty: 5621.445801
	Iteration 63Q: 3 clusters Score -1.02438e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -10243804.000000 Penalty: 5621.445801
	Iteration 64Q: 3 clusters Score -1.02438e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -10243816.000000 Penalty: 5621.445801
	Iteration 65Q: 3 clusters Score -1.024382e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -10243839.000000 Penalty: 5621.445801
	Iteration 66Q: 3 clusters Score -1.024384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -10243821.000000 Penalty: 5621.445801
	Iteration 67Q: 3 clusters Score -1.024382e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -10243828.000000 Penalty: 5621.445801
	Iteration 68Q: 3 clusters Score -1.024383e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -10243816.000000 Penalty: 5621.445801
	Iteration 69Q: 3 clusters Score -1.024382e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -10243824.000000 Penalty: 5621.445801
	Iteration 70Q: 3 clusters Score -1.024382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -10243829.000000 Penalty: 5621.445801
	Iteration 71Q: 3 clusters Score -1.024383e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -10243842.000000 Penalty: 5621.445801
	Iteration 72Q: 3 clusters Score -1.024384e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -10243830.000000 Penalty: 5621.445801
	Iteration 73Q: 3 clusters Score -1.024383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -10243852.000000 Penalty: 5621.445801
	Iteration 74Q: 3 clusters Score -1.024385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -10243863.000000 Penalty: 5621.445801
	Iteration 75Q: 3 clusters Score -1.024386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -10243859.000000 Penalty: 5621.445801
	Iteration 76Q: 3 clusters Score -1.024386e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -10243870.000000 Penalty: 5621.445801
	Iteration 77Q: 3 clusters Score -1.024387e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -10243860.000000 Penalty: 5621.445801
	Iteration 78Q: 3 clusters Score -1.024386e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10243860.000000 Penalty: 5621.445801
	Iteration 79Q: 3 clusters Score -1.024386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -10243856.000000 Penalty: 5621.445801
	Iteration 80F: 3 clusters Score -1.024386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10243874.000000 Penalty: 5621.445801
	Iteration 81Q: 3 clusters Score -1.024387e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -10243873.000000 Penalty: 5621.445801
	Iteration 82Q: 3 clusters Score -1.024387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -10243894.000000 Penalty: 5621.445801
	Iteration 83Q: 3 clusters Score -1.024389e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -10243905.000000 Penalty: 5621.445801
	Iteration 84Q: 3 clusters Score -1.02439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -10243907.000000 Penalty: 5621.445801
	Iteration 85Q: 3 clusters Score -1.024391e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -10243928.000000 Penalty: 5621.445801
	Iteration 86Q: 3 clusters Score -1.024393e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -10243947.000000 Penalty: 5621.445801
	Iteration 87Q: 3 clusters Score -1.024395e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -10243931.000000 Penalty: 5621.445801
	Iteration 88Q: 3 clusters Score -1.024393e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -10243939.000000 Penalty: 5621.445801
	Iteration 89Q: 3 clusters Score -1.024394e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -10243946.000000 Penalty: 5621.445801
	Iteration 90Q: 3 clusters Score -1.024395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -10243953.000000 Penalty: 5621.445801
	Iteration 91Q: 3 clusters Score -1.024395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -10243963.000000 Penalty: 5621.445801
	Iteration 92Q: 3 clusters Score -1.024396e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -10243944.000000 Penalty: 5621.445801
	Iteration 93Q: 3 clusters Score -1.024394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -10243951.000000 Penalty: 5621.445801
	Iteration 94Q: 3 clusters Score -1.024395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -10243957.000000 Penalty: 5621.445801
	Iteration 95Q: 3 clusters Score -1.024396e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -10243954.000000 Penalty: 5621.445801
	Iteration 96Q: 3 clusters Score -1.024395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -10243930.000000 Penalty: 5621.445801
	Iteration 97Q: 3 clusters Score -1.024393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -10243934.000000 Penalty: 5621.445801
	Iteration 98Q: 3 clusters Score -1.024393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -10243934.000000 Penalty: 5621.445801
	Iteration 99Q: 3 clusters Score -1.024393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -10243937.000000 Penalty: 5621.445801
	Iteration 100F: 3 clusters Score -1.024394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -10243933.000000 Penalty: 5621.445801
	Iteration 101Q: 3 clusters Score -1.024393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10243936.000000 Penalty: 5621.445801
	Iteration 102Q: 3 clusters Score -1.024394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -10243954.000000 Penalty: 5621.445801
	Iteration 103Q: 3 clusters Score -1.024395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -10243976.000000 Penalty: 5621.445801
	Iteration 104Q: 3 clusters Score -1.024398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -10243975.000000 Penalty: 5621.445801
	Iteration 105Q: 3 clusters Score -1.024398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -10243986.000000 Penalty: 5621.445801
	Iteration 106Q: 3 clusters Score -1.024399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -10243985.000000 Penalty: 5621.445801
	Iteration 107Q: 3 clusters Score -1.024398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -10243992.000000 Penalty: 5621.445801
	Iteration 108Q: 3 clusters Score -1.024399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -10243991.000000 Penalty: 5621.445801
	Iteration 109Q: 3 clusters Score -1.024399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -10243992.000000 Penalty: 5621.445801
	Iteration 110Q: 3 clusters Score -1.024399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -10243985.000000 Penalty: 5621.445801
	Iteration 111Q: 3 clusters Score -1.024398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -10244004.000000 Penalty: 5621.445801
	Iteration 112Q: 3 clusters Score -1.0244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -10243997.000000 Penalty: 5621.445801
	Iteration 113Q: 3 clusters Score -1.0244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -10243968.000000 Penalty: 5621.445801
	Iteration 114Q: 3 clusters Score -1.024397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -10243968.000000 Penalty: 5621.445801
	Iteration 115Q: 3 clusters Score -1.024397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -10243976.000000 Penalty: 5621.445801
	Iteration 116Q: 3 clusters Score -1.024398e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -10243979.000000 Penalty: 5621.445801
	Iteration 117Q: 3 clusters Score -1.024398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -10243972.000000 Penalty: 5621.445801
	Iteration 118Q: 3 clusters Score -1.024397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -10243995.000000 Penalty: 5621.445801
	Iteration 119Q: 3 clusters Score -1.0244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -10243996.000000 Penalty: 5621.445801
	Iteration 120F: 3 clusters Score -1.0244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -10243996.000000 Penalty: 5621.445801
	Iteration 121Q: 3 clusters Score -1.0244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -10243985.000000 Penalty: 5621.445801
	Iteration 122Q: 3 clusters Score -1.024398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -10244002.000000 Penalty: 5621.445801
	Iteration 123Q: 3 clusters Score -1.0244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -10244009.000000 Penalty: 5621.445801
	Iteration 124Q: 3 clusters Score -1.024401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -10244008.000000 Penalty: 5621.445801
	Iteration 125Q: 3 clusters Score -1.024401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -10244005.000000 Penalty: 5621.445801
	Iteration 126Q: 3 clusters Score -1.0244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -10244017.000000 Penalty: 5621.445801
	Iteration 127Q: 3 clusters Score -1.024402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10244032.000000 Penalty: 5621.445801
	Iteration 128Q: 3 clusters Score -1.024403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -10244040.000000 Penalty: 5621.445801
	Iteration 129Q: 3 clusters Score -1.024404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -10244051.000000 Penalty: 5621.445801
	Iteration 130Q: 3 clusters Score -1.024405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -10244061.000000 Penalty: 5621.445801
	Iteration 131Q: 3 clusters Score -1.024406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -10244052.000000 Penalty: 5621.445801
	Iteration 132Q: 3 clusters Score -1.024405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -10244051.000000 Penalty: 5621.445801
	Iteration 133Q: 3 clusters Score -1.024405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -10244055.000000 Penalty: 5621.445801
	Iteration 134Q: 3 clusters Score -1.024406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -10244066.000000 Penalty: 5621.445801
	Iteration 135Q: 3 clusters Score -1.024407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -10244067.000000 Penalty: 5621.445801
	Iteration 136Q: 3 clusters Score -1.024407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -10244072.000000 Penalty: 5621.445801
	Iteration 137Q: 3 clusters Score -1.024407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -10244061.000000 Penalty: 5621.445801
	Iteration 138Q: 3 clusters Score -1.024406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -10244066.000000 Penalty: 5621.445801
	Iteration 139Q: 3 clusters Score -1.024407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10244076.000000 Penalty: 5621.445801
	Iteration 140F: 3 clusters Score -1.024408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -10244070.000000 Penalty: 5621.445801
	Iteration 141Q: 3 clusters Score -1.024407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -10244075.000000 Penalty: 5621.445801
	Iteration 142Q: 3 clusters Score -1.024408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -10244071.000000 Penalty: 5621.445801
	Iteration 143Q: 3 clusters Score -1.024407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -10244069.000000 Penalty: 5621.445801
	Iteration 144Q: 3 clusters Score -1.024407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -10244072.000000 Penalty: 5621.445801
	Iteration 145Q: 3 clusters Score -1.024407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -10244069.000000 Penalty: 5621.445801
	Iteration 146Q: 3 clusters Score -1.024407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -10244075.000000 Penalty: 5621.445801
	Iteration 147Q: 3 clusters Score -1.024408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -10244068.000000 Penalty: 5621.445801
	Iteration 148Q: 3 clusters Score -1.024407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -10244090.000000 Penalty: 5621.445801
	Iteration 149Q: 3 clusters Score -1.024409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -10244093.000000 Penalty: 5621.445801
	Iteration 150Q: 3 clusters Score -1.024409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -10244093.000000 Penalty: 5621.445801
	Iteration 151Q: 3 clusters Score -1.024409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -10244108.000000 Penalty: 5621.445801
	Iteration 152Q: 3 clusters Score -1.024411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -10244120.000000 Penalty: 5621.445801
	Iteration 153Q: 3 clusters Score -1.024412e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -10244128.000000 Penalty: 5621.445801
	Iteration 154Q: 3 clusters Score -1.024413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10244124.000000 Penalty: 5621.445801
	Iteration 155Q: 3 clusters Score -1.024412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -10244120.000000 Penalty: 5621.445801
	Iteration 156Q: 3 clusters Score -1.024412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -10244126.000000 Penalty: 5621.445801
	Iteration 157Q: 3 clusters Score -1.024413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -10244115.000000 Penalty: 5621.445801
	Iteration 158Q: 3 clusters Score -1.024412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -10244109.000000 Penalty: 5621.445801
	Iteration 159Q: 3 clusters Score -1.024411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -10244127.000000 Penalty: 5621.445801
	Iteration 160F: 3 clusters Score -1.024413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10244112.000000 Penalty: 5621.445801
	Iteration 161Q: 3 clusters Score -1.024411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -10244129.000000 Penalty: 5621.445801
	Iteration 162Q: 3 clusters Score -1.024413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -10244121.000000 Penalty: 5621.445801
	Iteration 163Q: 3 clusters Score -1.024412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -10244120.000000 Penalty: 5621.445801
	Iteration 164Q: 3 clusters Score -1.024412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -10244135.000000 Penalty: 5621.445801
	Iteration 165Q: 3 clusters Score -1.024414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -10244129.000000 Penalty: 5621.445801
	Iteration 166Q: 3 clusters Score -1.024413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -10244139.000000 Penalty: 5621.445801
	Iteration 167Q: 3 clusters Score -1.024414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10244136.000000 Penalty: 5621.445801
	Iteration 168Q: 3 clusters Score -1.024414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -10244135.000000 Penalty: 5621.445801
	Iteration 169Q: 3 clusters Score -1.024414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10244151.000000 Penalty: 5621.445801
	Iteration 170Q: 3 clusters Score -1.024415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -10244151.000000 Penalty: 5621.445801
	Iteration 171Q: 3 clusters Score -1.024415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -10244168.000000 Penalty: 5621.445801
	Iteration 172Q: 3 clusters Score -1.024417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -10244172.000000 Penalty: 5621.445801
	Iteration 173Q: 3 clusters Score -1.024417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -10244177.000000 Penalty: 5621.445801
	Iteration 174Q: 3 clusters Score -1.024418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -10244180.000000 Penalty: 5621.445801
	Iteration 175Q: 3 clusters Score -1.024418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -10244172.000000 Penalty: 5621.445801
	Iteration 176Q: 3 clusters Score -1.024417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -10244168.000000 Penalty: 5621.445801
	Iteration 177Q: 3 clusters Score -1.024417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10244176.000000 Penalty: 5621.445801
	Iteration 178Q: 3 clusters Score -1.024418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -10244173.000000 Penalty: 5621.445801
	Iteration 179Q: 3 clusters Score -1.024417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10244180.000000 Penalty: 5621.445801
	Iteration 180F: 3 clusters Score -1.024418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10244202.000000 Penalty: 5621.445801
	Iteration 181Q: 3 clusters Score -1.02442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -10244201.000000 Penalty: 5621.445801
	Iteration 182Q: 3 clusters Score -1.02442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -10244184.000000 Penalty: 5621.445801
	Iteration 183Q: 3 clusters Score -1.024418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -10244196.000000 Penalty: 5621.445801
	Iteration 184Q: 3 clusters Score -1.02442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -10244200.000000 Penalty: 5621.445801
	Iteration 185Q: 3 clusters Score -1.02442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -10244202.000000 Penalty: 5621.445801
	Iteration 186Q: 3 clusters Score -1.02442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -10244198.000000 Penalty: 5621.445801
	Iteration 187Q: 3 clusters Score -1.02442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -10244201.000000 Penalty: 5621.445801
	Iteration 188Q: 3 clusters Score -1.02442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -10244212.000000 Penalty: 5621.445801
	Iteration 189Q: 3 clusters Score -1.024421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -10244214.000000 Penalty: 5621.445801
	Iteration 190Q: 3 clusters Score -1.024421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -10244214.000000 Penalty: 5621.445801
	Iteration 191F: 3 clusters Score -1.024421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Entering Unmasked Estep 
Score: -1211384.500000 Penalty: 2277.478271
	Iteration 0F: 2 clusters Score -1211384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1203998.000000 Penalty: 4554.956543
	Iteration 0F: 3 clusters Score -1203998 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1206209.625000 Penalty: 4554.956543
	Iteration 1F: 3 clusters Score -1206210 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1206641.125000 Penalty: 4554.956543
	Iteration 2F: 3 clusters Score -1206641 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1206978.750000 Penalty: 4554.956543
	Iteration 3F: 3 clusters Score -1206979 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1207284.000000 Penalty: 4554.956543
	Iteration 4F: 3 clusters Score -1207284 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1207585.500000 Penalty: 4554.956543
	Iteration 5Q: 3 clusters Score -1207586 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1207892.500000 Penalty: 4554.956543
	Iteration 6Q: 3 clusters Score -1207892 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1208147.875000 Penalty: 4554.956543
	Iteration 7Q: 3 clusters Score -1208148 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1208360.875000 Penalty: 4554.956543
	Iteration 8Q: 3 clusters Score -1208361 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1208525.000000 Penalty: 4554.956543
	Iteration 9Q: 3 clusters Score -1208525 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1208653.375000 Penalty: 4554.956543
	Iteration 10Q: 3 clusters Score -1208653 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1208763.375000 Penalty: 4554.956543
	Iteration 11Q: 3 clusters Score -1208763 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1208827.875000 Penalty: 4554.956543
	Iteration 12Q: 3 clusters Score -1208828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1208883.125000 Penalty: 4554.956543
	Iteration 13Q: 3 clusters Score -1208883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1208921.250000 Penalty: 4554.956543
	Iteration 14Q: 3 clusters Score -1208921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1208946.125000 Penalty: 4554.956543
	Iteration 15Q: 3 clusters Score -1208946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1208977.375000 Penalty: 4554.956543
	Iteration 16Q: 3 clusters Score -1208977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1209011.375000 Penalty: 4554.956543
	Iteration 17Q: 3 clusters Score -1209011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1209061.875000 Penalty: 4554.956543
	Iteration 18Q: 3 clusters Score -1209062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1209119.250000 Penalty: 4554.956543
	Iteration 19Q: 3 clusters Score -1209119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1209190.375000 Penalty: 4554.956543
	Iteration 20F: 3 clusters Score -1209190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1209270.250000 Penalty: 4554.956543
	Iteration 21Q: 3 clusters Score -1209270 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1209333.500000 Penalty: 4554.956543
	Iteration 22Q: 3 clusters Score -1209334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1209392.875000 Penalty: 4554.956543
	Iteration 23Q: 3 clusters Score -1209393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1209431.625000 Penalty: 4554.956543
	Iteration 24Q: 3 clusters Score -1209432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1209464.000000 Penalty: 4554.956543
	Iteration 25Q: 3 clusters Score -1209464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1209479.750000 Penalty: 4554.956543
	Iteration 26Q: 3 clusters Score -1209480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1209494.375000 Penalty: 4554.956543
	Iteration 27Q: 3 clusters Score -1209494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1209502.500000 Penalty: 4554.956543
	Iteration 28Q: 3 clusters Score -1209502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1209515.500000 Penalty: 4554.956543
	Iteration 29Q: 3 clusters Score -1209516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1209528.500000 Penalty: 4554.956543
	Iteration 30Q: 3 clusters Score -1209528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1209543.875000 Penalty: 4554.956543
	Iteration 31Q: 3 clusters Score -1209544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1209555.000000 Penalty: 4554.956543
	Iteration 32Q: 3 clusters Score -1209555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1209563.250000 Penalty: 4554.956543
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Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1210549.500000 Penalty: 4554.956543
	Iteration 126Q: 3 clusters Score -1210550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1210551.125000 Penalty: 4554.956543
	Iteration 127Q: 3 clusters Score -1210551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1210555.500000 Penalty: 4554.956543
	Iteration 128Q: 3 clusters Score -1210556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1210556.625000 Penalty: 4554.956543
	Iteration 129Q: 3 clusters Score -1210557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1210556.000000 Penalty: 4554.956543
	Iteration 130Q: 3 clusters Score -1210556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1210558.625000 Penalty: 4554.956543
	Iteration 131Q: 3 clusters Score -1210559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1210556.000000 Penalty: 4554.956543
	Iteration 132Q: 3 clusters Score -1210556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1210558.375000 Penalty: 4554.956543
	Iteration 133Q: 3 clusters Score -1210558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1210560.750000 Penalty: 4554.956543
	Iteration 134Q: 3 clusters Score -1210561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1210562.250000 Penalty: 4554.956543
	Iteration 135Q: 3 clusters Score -1210562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1210562.500000 Penalty: 4554.956543
	Iteration 136Q: 3 clusters Score -1210562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1210562.875000 Penalty: 4554.956543
	Iteration 137Q: 3 clusters Score -1210563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1210562.500000 Penalty: 4554.956543
	Iteration 138Q: 3 clusters Score -1210562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1210563.875000 Penalty: 4554.956543
	Iteration 139Q: 3 clusters Score -1210564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1210565.250000 Penalty: 4554.956543
	Iteration 140F: 3 clusters Score -1210565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1210570.375000 Penalty: 4554.956543
	Iteration 141Q: 3 clusters Score -1210570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1210569.000000 Penalty: 4554.956543
	Iteration 142Q: 3 clusters Score -1210569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1210570.500000 Penalty: 4554.956543
	Iteration 143Q: 3 clusters Score -1210570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1210570.750000 Penalty: 4554.956543
	Iteration 144Q: 3 clusters Score -1210571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1210570.750000 Penalty: 4554.956543
	Iteration 145F: 3 clusters Score -1210571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -423790.468750 Penalty: 2031.757568
	Iteration 0F: 2 clusters Score -423790.5 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 1815 members 
Entering Unmasked Estep 
Score: -420200.093750 Penalty: 4063.515137
	Iteration 0F: 3 clusters Score -420200.1 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -421017.281250 Penalty: 4063.515137
	Iteration 1F: 3 clusters Score -421017.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -421309.531250 Penalty: 4063.515137
	Iteration 2F: 3 clusters Score -421309.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -421764.531250 Penalty: 4063.515137
	Iteration 3F: 3 clusters Score -421764.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -422723.250000 Penalty: 4063.515137
	Iteration 4F: 3 clusters Score -422723.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -424204.375000 Penalty: 4063.515137
	Iteration 5F: 3 clusters Score -424204.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -425133.562500 Penalty: 4063.515137
	Iteration 6F: 3 clusters Score -425133.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -425449.531250 Penalty: 4063.515137
	Iteration 7F: 3 clusters Score -425449.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -425582.906250 Penalty: 4063.515137
	Iteration 8Q: 3 clusters Score -425582.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -425639.250000 Penalty: 4063.515137
	Iteration 9Q: 3 clusters Score -425639.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -425684.937500 Penalty: 4063.515137
	Iteration 10Q: 3 clusters Score -425684.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425724.031250 Penalty: 4063.515137
	Iteration 11Q: 3 clusters Score -425724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -425749.093750 Penalty: 4063.515137
	Iteration 12Q: 3 clusters Score -425749.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -425761.125000 Penalty: 4063.515137
	Iteration 13Q: 3 clusters Score -425761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425770.156250 Penalty: 4063.515137
	Iteration 14Q: 3 clusters Score -425770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -425771.843750 Penalty: 4063.515137
	Iteration 15Q: 3 clusters Score -425771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -425775.812500 Penalty: 4063.515137
	Iteration 16Q: 3 clusters Score -425775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -425780.156250 Penalty: 4063.515137
	Iteration 17Q: 3 clusters Score -425780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -425782.093750 Penalty: 4063.515137
	Iteration 18Q: 3 clusters Score -425782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -425784.500000 Penalty: 4063.515137
	Iteration 19Q: 3 clusters Score -425784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -425791.718750 Penalty: 4063.515137
	Iteration 20F: 3 clusters Score -425791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -425808.875000 Penalty: 4063.515137
	Iteration 21Q: 3 clusters Score -425808.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -425831.281250 Penalty: 4063.515137
	Iteration 22Q: 3 clusters Score -425831.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -425880.750000 Penalty: 4063.515137
	Iteration 23Q: 3 clusters Score -425880.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -425961.562500 Penalty: 4063.515137
	Iteration 24Q: 3 clusters Score -425961.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -426088.406250 Penalty: 4063.515137
	Iteration 25Q: 3 clusters Score -426088.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -426239.656250 Penalty: 4063.515137
	Iteration 26Q: 3 clusters Score -426239.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -426426.906250 Penalty: 4063.515137
	Iteration 27Q: 3 clusters Score -426426.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -426514.625000 Penalty: 4063.515137
	Iteration 28Q: 3 clusters Score -426514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -426549.343750 Penalty: 4063.515137
	Iteration 29Q: 3 clusters Score -426549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -426557.000000 Penalty: 4063.515137
	Iteration 30Q: 3 clusters Score -426557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -426559.593750 Penalty: 4063.515137
	Iteration 31Q: 3 clusters Score -426559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -426559.906250 Penalty: 4063.515137
	Iteration 32Q: 3 clusters Score -426559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -426561.218750 Penalty: 4063.515137
	Iteration 33Q: 3 clusters Score -426561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -426561.812500 Penalty: 4063.515137
	Iteration 34Q: 3 clusters Score -426561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -426561.812500 Penalty: 4063.515137
	Iteration 35F: 3 clusters Score -426561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Entering Unmasked Estep 
Score: -134378528.000000 Penalty: 165736.265625
Splitting cluster 16 changes total score from -134346560.000000 to -134378528.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (137759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137759 members 
Entering Unmasked Estep 
Score: -17204318.000000 Penalty: 2934.648926
	Iteration 0F: 2 clusters Score -1.720432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -17112274.000000 Penalty: 5869.297852
	Iteration 0F: 3 clusters Score -1.711227e+07 nChanged 65362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -17150246.000000 Penalty: 5869.297852
	Iteration 1F: 3 clusters Score -1.715025e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -17151364.000000 Penalty: 5869.297852
	Iteration 2Q: 3 clusters Score -1.715136e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -17152766.000000 Penalty: 5869.297852
	Iteration 3Q: 3 clusters Score -1.715277e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -17154538.000000 Penalty: 5869.297852
	Iteration 4Q: 3 clusters Score -1.715454e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -17157118.000000 Penalty: 5869.297852
	Iteration 5Q: 3 clusters Score -1.715712e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -17161208.000000 Penalty: 5869.297852
	Iteration 6F: 3 clusters Score -1.716121e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -17166844.000000 Penalty: 5869.297852
	Iteration 7F: 3 clusters Score -1.716684e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -17173134.000000 Penalty: 5869.297852
	Iteration 8F: 3 clusters Score -1.717313e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 112910 members 
Entering Unmasked Estep 
Score: -17180338.000000 Penalty: 5869.297852
	Iteration 9F: 3 clusters Score -1.718034e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -17187300.000000 Penalty: 5869.297852
	Iteration 10F: 3 clusters Score -1.71873e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 128122 members 
Entering Unmasked Estep 
Score: -17193448.000000 Penalty: 5869.297852
	Iteration 11Q: 3 clusters Score -1.719345e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -17197630.000000 Penalty: 5869.297852
	Iteration 12Q: 3 clusters Score -1.719763e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -17199908.000000 Penalty: 5869.297852
	Iteration 13Q: 3 clusters Score -1.719991e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 136514 members 
Entering Unmasked Estep 
Score: -17200884.000000 Penalty: 5869.297852
	Iteration 14Q: 3 clusters Score -1.720088e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -17201304.000000 Penalty: 5869.297852
	Iteration 15Q: 3 clusters Score -1.72013e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -17201518.000000 Penalty: 5869.297852
	Iteration 16Q: 3 clusters Score -1.720152e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 137295 members 
Entering Unmasked Estep 
Score: -17201648.000000 Penalty: 5869.297852
	Iteration 17Q: 3 clusters Score -1.720165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -17201702.000000 Penalty: 5869.297852
	Iteration 18Q: 3 clusters Score -1.72017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 137354 members 
Entering Unmasked Estep 
Score: -17201732.000000 Penalty: 5869.297852
	Iteration 19Q: 3 clusters Score -1.720173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 137368 members 
Entering Unmasked Estep 
Score: -17201778.000000 Penalty: 5869.297852
	Iteration 20F: 3 clusters Score -1.720178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -17201792.000000 Penalty: 5869.297852
	Iteration 21Q: 3 clusters Score -1.720179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 137385 members 
Entering Unmasked Estep 
Score: -17201800.000000 Penalty: 5869.297852
	Iteration 22Q: 3 clusters Score -1.72018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -17201816.000000 Penalty: 5869.297852
	Iteration 23Q: 3 clusters Score -1.720182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -17201834.000000 Penalty: 5869.297852
	Iteration 24Q: 3 clusters Score -1.720183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -17201838.000000 Penalty: 5869.297852
	Iteration 25Q: 3 clusters Score -1.720184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 137411 members 
Entering Unmasked Estep 
Score: -17201846.000000 Penalty: 5869.297852
	Iteration 26Q: 3 clusters Score -1.720185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 137413 members 
Entering Unmasked Estep 
Score: -17201844.000000 Penalty: 5869.297852
	Iteration 27Q: 3 clusters Score -1.720184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -17201842.000000 Penalty: 5869.297852
	Iteration 28Q: 3 clusters Score -1.720184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -17201854.000000 Penalty: 5869.297852
	Iteration 29Q: 3 clusters Score -1.720185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -17201858.000000 Penalty: 5869.297852
	Iteration 30Q: 3 clusters Score -1.720186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -17201860.000000 Penalty: 5869.297852
	Iteration 31Q: 3 clusters Score -1.720186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 137423 members 
Entering Unmasked Estep 
Score: -17201860.000000 Penalty: 5869.297852
	Iteration 32Q: 3 clusters Score -1.720186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 137423 members 
Entering Unmasked Estep 
Score: -17201860.000000 Penalty: 5869.297852
	Iteration 33F: 3 clusters Score -1.720186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Entering Unmasked Estep 
Score: -2408047.500000 Penalty: 2453.459717
	Iteration 0F: 2 clusters Score -2408048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2394099.250000 Penalty: 4906.919434
	Iteration 0F: 3 clusters Score -2394099 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2399783.500000 Penalty: 4906.919434
	Iteration 1F: 3 clusters Score -2399784 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2401765.250000 Penalty: 4906.919434
	Iteration 2F: 3 clusters Score -2401765 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2404093.250000 Penalty: 4906.919434
	Iteration 3F: 3 clusters Score -2404093 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2407224.750000 Penalty: 4906.919434
	Iteration 4F: 3 clusters Score -2407225 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2410767.500000 Penalty: 4906.919434
	Iteration 5F: 3 clusters Score -2410768 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2412954.000000 Penalty: 4906.919434
	Iteration 6F: 3 clusters Score -2412954 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2413834.500000 Penalty: 4906.919434
	Iteration 7Q: 3 clusters Score -2413834 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2414557.250000 Penalty: 4906.919434
	Iteration 8Q: 3 clusters Score -2414557 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2415454.500000 Penalty: 4906.919434
	Iteration 9Q: 3 clusters Score -2415454 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2416227.000000 Penalty: 4906.919434
	Iteration 10Q: 3 clusters Score -2416227 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2416540.250000 Penalty: 4906.919434
	Iteration 11Q: 3 clusters Score -2416540 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2416647.000000 Penalty: 4906.919434
	Iteration 12Q: 3 clusters Score -2416647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2416691.500000 Penalty: 4906.919434
	Iteration 13Q: 3 clusters Score -2416692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2416719.000000 Penalty: 4906.919434
	Iteration 14Q: 3 clusters Score -2416719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2416752.000000 Penalty: 4906.919434
	Iteration 15Q: 3 clusters Score -2416752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2416774.750000 Penalty: 4906.919434
	Iteration 16Q: 3 clusters Score -2416775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2416800.250000 Penalty: 4906.919434
	Iteration 17Q: 3 clusters Score -2416800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2416823.000000 Penalty: 4906.919434
	Iteration 18Q: 3 clusters Score -2416823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2416847.750000 Penalty: 4906.919434
	Iteration 19Q: 3 clusters Score -2416848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2416883.750000 Penalty: 4906.919434
	Iteration 20F: 3 clusters Score -2416884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2416916.000000 Penalty: 4906.919434
	Iteration 21Q: 3 clusters Score -2416916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2416940.250000 Penalty: 4906.919434
	Iteration 22Q: 3 clusters Score -2416940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2416982.750000 Penalty: 4906.919434
	Iteration 23Q: 3 clusters Score -2416983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2417025.250000 Penalty: 4906.919434
	Iteration 24Q: 3 clusters Score -2417025 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2417068.000000 Penalty: 4906.919434
	Iteration 25Q: 3 clusters Score -2417068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2417124.500000 Penalty: 4906.919434
	Iteration 26Q: 3 clusters Score -2417124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2417188.750000 Penalty: 4906.919434
	Iteration 27Q: 3 clusters Score -2417189 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2417249.000000 Penalty: 4906.919434
	Iteration 28Q: 3 clusters Score -2417249 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2417322.500000 Penalty: 4906.919434
	Iteration 29Q: 3 clusters Score -2417322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2417371.500000 Penalty: 4906.919434
	Iteration 30Q: 3 clusters Score -2417372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2417445.250000 Penalty: 4906.919434
	Iteration 31Q: 3 clusters Score -2417445 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2417532.500000 Penalty: 4906.919434
	Iteration 32Q: 3 clusters Score -2417532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2417586.000000 Penalty: 4906.919434
	Iteration 33Q: 3 clusters Score -2417586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2417667.750000 Penalty: 4906.919434
	Iteration 34Q: 3 clusters Score -2417668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2417744.250000 Penalty: 4906.919434
	Iteration 35Q: 3 clusters Score -2417744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2417832.000000 Penalty: 4906.919434
	Iteration 36Q: 3 clusters Score -2417832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2417943.750000 Penalty: 4906.919434
	Iteration 37Q: 3 clusters Score -2417944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2418051.750000 Penalty: 4906.919434
	Iteration 38Q: 3 clusters Score -2418052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2418128.250000 Penalty: 4906.919434
	Iteration 39Q: 3 clusters Score -2418128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2418174.000000 Penalty: 4906.919434
	Iteration 40F: 3 clusters Score -2418174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2418208.500000 Penalty: 4906.919434
	Iteration 41Q: 3 clusters Score -2418208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2418204.250000 Penalty: 4906.919434
	Iteration 42Q: 3 clusters Score -2418204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2418209.500000 Penalty: 4906.919434
	Iteration 43Q: 3 clusters Score -2418210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2418217.000000 Penalty: 4906.919434
	Iteration 44Q: 3 clusters Score -2418217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2418220.500000 Penalty: 4906.919434
	Iteration 45Q: 3 clusters Score -2418220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2418219.750000 Penalty: 4906.919434
	Iteration 46Q: 3 clusters Score -2418220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2418219.750000 Penalty: 4906.919434
	Iteration 47F: 3 clusters Score -2418220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Entering Unmasked Estep 
Score: -134387632.000000 Penalty: 169189.093750
Splitting cluster 18 changes total score from -134346560.000000 to -134387632.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -433964.593750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -433964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -430352.968750 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -430353 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431307.218750 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -431307.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -431784.125000 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -431784.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -432397.375000 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -432397.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -433044.750000 Penalty: 4056.187012
	Iteration 4F: 3 clusters Score -433044.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -433681.531250 Penalty: 4056.187012
	Iteration 5F: 3 clusters Score -433681.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -434170.937500 Penalty: 4056.187012
	Iteration 6F: 3 clusters Score -434170.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -434416.593750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -434416.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -434542.031250 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -434542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -434643.031250 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -434643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -434743.500000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -434743.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -434895.281250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -434895.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -435060.906250 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -435060.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -435191.875000 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -435191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -435271.656250 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -435271.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -435310.781250 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -435310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -435324.500000 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -435324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -435326.906250 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -435326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -435327.843750 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -435327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -435331.875000 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -435331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -435333.562500 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -435333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Entering Unmasked Estep 
Score: -134387504.000000 Penalty: 172641.937500
Splitting cluster 19 changes total score from -134346560.000000 to -134387504.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -577964.812500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -577964.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -573547.187500 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -573547.2 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -574599.562500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -574599.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -574790.687500 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -574790.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -574901.125000 Penalty: 4222.141113
	Iteration 3Q: 3 clusters Score -574901.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -574979.500000 Penalty: 4222.141113
	Iteration 4Q: 3 clusters Score -574979.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -575040.687500 Penalty: 4222.141113
	Iteration 5Q: 3 clusters Score -575040.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -575087.750000 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -575087.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -575146.312500 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -575146.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -575237.312500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -575237.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -575371.687500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -575371.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -575589.500000 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -575589.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -575897.750000 Penalty: 4222.141113
	Iteration 11F: 3 clusters Score -575897.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -576250.125000 Penalty: 4222.141113
	Iteration 12F: 3 clusters Score -576250.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -576582.562500 Penalty: 4222.141113
	Iteration 13F: 3 clusters Score -576582.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -576821.187500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -576821.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -577002.750000 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -577002.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -577116.375000 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -577116.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -577204.000000 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -577204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -577277.625000 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -577277.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -577335.375000 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -577335.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -577376.750000 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -577376.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -577403.187500 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -577403.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -577421.375000 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -577421.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -577436.375000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -577436.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -577449.062500 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -577449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -577460.062500 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -577460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -577467.937500 Penalty: 4222.141113
	Iteration 26Q: 3 clusters Score -577467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -577474.125000 Penalty: 4222.141113
	Iteration 27Q: 3 clusters Score -577474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -577476.500000 Penalty: 4222.141113
	Iteration 28Q: 3 clusters Score -577476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -577478.000000 Penalty: 4222.141113
	Iteration 29Q: 3 clusters Score -577478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -577478.875000 Penalty: 4222.141113
	Iteration 30Q: 3 clusters Score -577478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -577479.000000 Penalty: 4222.141113
	Iteration 31Q: 3 clusters Score -577479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -577481.125000 Penalty: 4222.141113
	Iteration 32Q: 3 clusters Score -577481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -577481.812500 Penalty: 4222.141113
	Iteration 33Q: 3 clusters Score -577481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -577482.187500 Penalty: 4222.141113
	Iteration 34Q: 3 clusters Score -577482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -577481.812500 Penalty: 4222.141113
	Iteration 35Q: 3 clusters Score -577481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -577481.562500 Penalty: 4222.141113
	Iteration 36Q: 3 clusters Score -577481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -577483.125000 Penalty: 4222.141113
	Iteration 37Q: 3 clusters Score -577483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -577483.312500 Penalty: 4222.141113
	Iteration 38Q: 3 clusters Score -577483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -577486.562500 Penalty: 4222.141113
	Iteration 39Q: 3 clusters Score -577486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -577489.875000 Penalty: 4222.141113
	Iteration 40F: 3 clusters Score -577489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -577490.062500 Penalty: 4222.141113
	Iteration 41Q: 3 clusters Score -577490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -577490.375000 Penalty: 4222.141113
	Iteration 42Q: 3 clusters Score -577490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -577490.375000 Penalty: 4222.141113
	Iteration 43F: 3 clusters Score -577490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -96066.515625 Penalty: 1768.661255
	Iteration 0F: 2 clusters Score -96066.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94393.234375 Penalty: 3537.322510
	Iteration 0F: 3 clusters Score -94393.23 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96857.859375 Penalty: 3537.322510
	Iteration 1F: 3 clusters Score -96857.86 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98813.820312 Penalty: 3537.322510
	Iteration 2F: 3 clusters Score -98813.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99661.843750 Penalty: 3537.322510
	Iteration 3F: 3 clusters Score -99661.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99965.234375 Penalty: 3537.322510
	Iteration 4Q: 3 clusters Score -99965.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100087.031250 Penalty: 3537.322510
	Iteration 5Q: 3 clusters Score -100087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100151.351562 Penalty: 3537.322510
	Iteration 6Q: 3 clusters Score -100151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100173.617188 Penalty: 3537.322510
	Iteration 7Q: 3 clusters Score -100173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100179.179688 Penalty: 3537.322510
	Iteration 8Q: 3 clusters Score -100179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100180.367188 Penalty: 3537.322510
	Iteration 9Q: 3 clusters Score -100180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100182.109375 Penalty: 3537.322510
	Iteration 10Q: 3 clusters Score -100182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100183.328125 Penalty: 3537.322510
	Iteration 11Q: 3 clusters Score -100183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100186.132812 Penalty: 3537.322510
	Iteration 12Q: 3 clusters Score -100186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100188.750000 Penalty: 3537.322510
	Iteration 13Q: 3 clusters Score -100188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100188.750000 Penalty: 3537.322510
	Iteration 14F: 3 clusters Score -100188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Entering Unmasked Estep 
Score: -134390256.000000 Penalty: 176094.781250
Splitting cluster 21 changes total score from -134346560.000000 to -134390256.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (13071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Entering Unmasked Estep 
Score: -1555754.875000 Penalty: 2350.581543
	Iteration 0F: 2 clusters Score -1555755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1546181.000000 Penalty: 4701.163086
	Iteration 0F: 3 clusters Score -1546181 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1550434.875000 Penalty: 4701.163086
	Iteration 1F: 3 clusters Score -1550435 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1552501.250000 Penalty: 4701.163086
	Iteration 2F: 3 clusters Score -1552501 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1554593.250000 Penalty: 4701.163086
	Iteration 3F: 3 clusters Score -1554593 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1556108.625000 Penalty: 4701.163086
	Iteration 4F: 3 clusters Score -1556109 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1558405.875000 Penalty: 4701.163086
	Iteration 5F: 3 clusters Score -1558406 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1560076.250000 Penalty: 4701.163086
	Iteration 6F: 3 clusters Score -1560076 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1560672.875000 Penalty: 4701.163086
	Iteration 7Q: 3 clusters Score -1560673 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1560873.250000 Penalty: 4701.163086
	Iteration 8Q: 3 clusters Score -1560873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1560957.000000 Penalty: 4701.163086
	Iteration 9Q: 3 clusters Score -1560957 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1560985.250000 Penalty: 4701.163086
	Iteration 10Q: 3 clusters Score -1560985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1561000.250000 Penalty: 4701.163086
	Iteration 11Q: 3 clusters Score -1561000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1561011.125000 Penalty: 4701.163086
	Iteration 12Q: 3 clusters Score -1561011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1561010.750000 Penalty: 4701.163086
	Iteration 13Q: 3 clusters Score -1561011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1561014.000000 Penalty: 4701.163086
	Iteration 14Q: 3 clusters Score -1561014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1561017.125000 Penalty: 4701.163086
	Iteration 15Q: 3 clusters Score -1561017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1561017.250000 Penalty: 4701.163086
	Iteration 16Q: 3 clusters Score -1561017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1561018.750000 Penalty: 4701.163086
	Iteration 17Q: 3 clusters Score -1561019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1561018.750000 Penalty: 4701.163086
	Iteration 18F: 3 clusters Score -1561019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 238179 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Entering Unmasked Estep 
Score: -134394528.000000 Penalty: 179547.625000
Splitting cluster 22 changes total score from -134346560.000000 to -134394528.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (238179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238179 members 
Entering Unmasked Estep 
Score: -29928520.000000 Penalty: 3070.432861
	Iteration 0F: 2 clusters Score -2.992852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -29788298.000000 Penalty: 6140.865723
	Iteration 0F: 3 clusters Score -2.97883e+07 nChanged 115073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115540 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -29855294.000000 Penalty: 6140.865723
	Iteration 1F: 3 clusters Score -2.985529e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113522 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -29856920.000000 Penalty: 6140.865723
	Iteration 2Q: 3 clusters Score -2.985692e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -29858914.000000 Penalty: 6140.865723
	Iteration 3Q: 3 clusters Score -2.985891e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 132402 members 
Entering Unmasked Estep 
Score: -29861902.000000 Penalty: 6140.865723
	Iteration 4Q: 3 clusters Score -2.98619e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 139168 members 
Entering Unmasked Estep 
Score: -29866490.000000 Penalty: 6140.865723
	Iteration 5Q: 3 clusters Score -2.986649e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -29873312.000000 Penalty: 6140.865723
	Iteration 6F: 3 clusters Score -2.987331e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -29882598.000000 Penalty: 6140.865723
	Iteration 7F: 3 clusters Score -2.98826e+07 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 176286 members 
Entering Unmasked Estep 
Score: -29894624.000000 Penalty: 6140.865723
	Iteration 8F: 3 clusters Score -2.989462e+07 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 192452 members 
Entering Unmasked Estep 
Score: -29906922.000000 Penalty: 6140.865723
	Iteration 9F: 3 clusters Score -2.990692e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 206438 members 
Entering Unmasked Estep 
Score: -29916454.000000 Penalty: 6140.865723
	Iteration 10F: 3 clusters Score -2.991645e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 216458 members 
Entering Unmasked Estep 
Score: -29922600.000000 Penalty: 6140.865723
	Iteration 11Q: 3 clusters Score -2.99226e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 222940 members 
Entering Unmasked Estep 
Score: -29925478.000000 Penalty: 6140.865723
	Iteration 12Q: 3 clusters Score -2.992548e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 226795 members 
Entering Unmasked Estep 
Score: -29926850.000000 Penalty: 6140.865723
	Iteration 13Q: 3 clusters Score -2.992685e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 229183 members 
Entering Unmasked Estep 
Score: -29927614.000000 Penalty: 6140.865723
	Iteration 14Q: 3 clusters Score -2.992761e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 230740 members 
Entering Unmasked Estep 
Score: -29928262.000000 Penalty: 6140.865723
	Iteration 15Q: 3 clusters Score -2.992826e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 231770 members 
Entering Unmasked Estep 
Score: -29928696.000000 Penalty: 6140.865723
	Iteration 16Q: 3 clusters Score -2.99287e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 232386 members 
Entering Unmasked Estep 
Score: -29928912.000000 Penalty: 6140.865723
	Iteration 17Q: 3 clusters Score -2.992891e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 232792 members 
Entering Unmasked Estep 
Score: -29929050.000000 Penalty: 6140.865723
	Iteration 18Q: 3 clusters Score -2.992905e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 233045 members 
Entering Unmasked Estep 
Score: -29929186.000000 Penalty: 6140.865723
	Iteration 19Q: 3 clusters Score -2.992919e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 233210 members 
Entering Unmasked Estep 
Score: -29929194.000000 Penalty: 6140.865723
	Iteration 20F: 3 clusters Score -2.992919e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 233337 members 
Entering Unmasked Estep 
Score: -29929218.000000 Penalty: 6140.865723
	Iteration 21Q: 3 clusters Score -2.992922e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 233446 members 
Entering Unmasked Estep 
Score: -29929256.000000 Penalty: 6140.865723
	Iteration 22Q: 3 clusters Score -2.992926e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 233521 members 
Entering Unmasked Estep 
Score: -29929314.000000 Penalty: 6140.865723
	Iteration 23Q: 3 clusters Score -2.992931e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 233577 members 
Entering Unmasked Estep 
Score: -29929304.000000 Penalty: 6140.865723
	Iteration 24Q: 3 clusters Score -2.99293e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 233598 members 
Entering Unmasked Estep 
Score: -29929296.000000 Penalty: 6140.865723
	Iteration 25Q: 3 clusters Score -2.99293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 233610 members 
Entering Unmasked Estep 
Score: -29929304.000000 Penalty: 6140.865723
	Iteration 26Q: 3 clusters Score -2.99293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 233622 members 
Entering Unmasked Estep 
Score: -29929320.000000 Penalty: 6140.865723
	Iteration 27Q: 3 clusters Score -2.992932e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -29929326.000000 Penalty: 6140.865723
	Iteration 28Q: 3 clusters Score -2.992933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 233638 members 
Entering Unmasked Estep 
Score: -29929338.000000 Penalty: 6140.865723
	Iteration 29Q: 3 clusters Score -2.992934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 233650 members 
Entering Unmasked Estep 
Score: -29929304.000000 Penalty: 6140.865723
	Iteration 30Q: 3 clusters Score -2.99293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 233660 members 
Entering Unmasked Estep 
Score: -29929320.000000 Penalty: 6140.865723
	Iteration 31Q: 3 clusters Score -2.992932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 233666 members 
Entering Unmasked Estep 
Score: -29929344.000000 Penalty: 6140.865723
	Iteration 32Q: 3 clusters Score -2.992934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -29929332.000000 Penalty: 6140.865723
	Iteration 33Q: 3 clusters Score -2.992933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 233677 members 
Entering Unmasked Estep 
Score: -29929338.000000 Penalty: 6140.865723
	Iteration 34Q: 3 clusters Score -2.992934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 233684 members 
Entering Unmasked Estep 
Score: -29929362.000000 Penalty: 6140.865723
	Iteration 35Q: 3 clusters Score -2.992936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 233693 members 
Entering Unmasked Estep 
Score: -29929364.000000 Penalty: 6140.865723
	Iteration 36Q: 3 clusters Score -2.992936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 233706 members 
Entering Unmasked Estep 
Score: -29929388.000000 Penalty: 6140.865723
	Iteration 37Q: 3 clusters Score -2.992939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 233706 members 
Entering Unmasked Estep 
Score: -29929374.000000 Penalty: 6140.865723
	Iteration 38Q: 3 clusters Score -2.992937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 233710 members 
Entering Unmasked Estep 
Score: -29929386.000000 Penalty: 6140.865723
	Iteration 39Q: 3 clusters Score -2.992939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 233711 members 
Entering Unmasked Estep 
Score: -29929376.000000 Penalty: 6140.865723
	Iteration 40F: 3 clusters Score -2.992938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 233709 members 
Entering Unmasked Estep 
Score: -29929372.000000 Penalty: 6140.865723
	Iteration 41Q: 3 clusters Score -2.992937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 233707 members 
Entering Unmasked Estep 
Score: -29929372.000000 Penalty: 6140.865723
	Iteration 42Q: 3 clusters Score -2.992937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 233705 members 
Entering Unmasked Estep 
Score: -29929378.000000 Penalty: 6140.865723
	Iteration 43Q: 3 clusters Score -2.992938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -29929392.000000 Penalty: 6140.865723
	Iteration 44Q: 3 clusters Score -2.992939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 233700 members 
Entering Unmasked Estep 
Score: -29929394.000000 Penalty: 6140.865723
	Iteration 45Q: 3 clusters Score -2.992939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 233700 members 
Entering Unmasked Estep 
Score: -29929398.000000 Penalty: 6140.865723
	Iteration 46Q: 3 clusters Score -2.99294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 233701 members 
Entering Unmasked Estep 
Score: -29929400.000000 Penalty: 6140.865723
	Iteration 47Q: 3 clusters Score -2.99294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -29929388.000000 Penalty: 6140.865723
	Iteration 48Q: 3 clusters Score -2.992939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 233707 members 
Entering Unmasked Estep 
Score: -29929372.000000 Penalty: 6140.865723
	Iteration 49Q: 3 clusters Score -2.992937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 233711 members 
Entering Unmasked Estep 
Score: -29929362.000000 Penalty: 6140.865723
	Iteration 50Q: 3 clusters Score -2.992936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 233711 members 
Entering Unmasked Estep 
Score: -29929362.000000 Penalty: 6140.865723
	Iteration 51Q: 3 clusters Score -2.992936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 233712 members 
Entering Unmasked Estep 
Score: -29929374.000000 Penalty: 6140.865723
	Iteration 52Q: 3 clusters Score -2.992937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 233714 members 
Entering Unmasked Estep 
Score: -29929372.000000 Penalty: 6140.865723
	Iteration 53Q: 3 clusters Score -2.992937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 233714 members 
Entering Unmasked Estep 
Score: -29929376.000000 Penalty: 6140.865723
	Iteration 54Q: 3 clusters Score -2.992938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 233714 members 
Entering Unmasked Estep 
Score: -29929382.000000 Penalty: 6140.865723
	Iteration 55Q: 3 clusters Score -2.992938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 233714 members 
Entering Unmasked Estep 
Score: -29929382.000000 Penalty: 6140.865723
	Iteration 56F: 3 clusters Score -2.992938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Entering Unmasked Estep 
Score: -134394304.000000 Penalty: 183000.453125
Splitting cluster 23 changes total score from -134346560.000000 to -134394304.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (14815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Entering Unmasked Estep 
Score: -1783265.250000 Penalty: 2381.642090
	Iteration 0F: 2 clusters Score -1783265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1772561.750000 Penalty: 4763.284180
	Iteration 0F: 3 clusters Score -1772562 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1776468.750000 Penalty: 4763.284180
	Iteration 1F: 3 clusters Score -1776469 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1777596.500000 Penalty: 4763.284180
	Iteration 2F: 3 clusters Score -1777596 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1778984.000000 Penalty: 4763.284180
	Iteration 3F: 3 clusters Score -1778984 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1780893.500000 Penalty: 4763.284180
	Iteration 4F: 3 clusters Score -1780894 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1783217.750000 Penalty: 4763.284180
	Iteration 5F: 3 clusters Score -1783218 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1785015.375000 Penalty: 4763.284180
	Iteration 6F: 3 clusters Score -1785015 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1785727.625000 Penalty: 4763.284180
	Iteration 7Q: 3 clusters Score -1785728 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1785984.000000 Penalty: 4763.284180
	Iteration 8Q: 3 clusters Score -1785984 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1786115.125000 Penalty: 4763.284180
	Iteration 9Q: 3 clusters Score -1786115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1786205.750000 Penalty: 4763.284180
	Iteration 10Q: 3 clusters Score -1786206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1786284.125000 Penalty: 4763.284180
	Iteration 11Q: 3 clusters Score -1786284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1786343.625000 Penalty: 4763.284180
	Iteration 12Q: 3 clusters Score -1786344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1786399.500000 Penalty: 4763.284180
	Iteration 13Q: 3 clusters Score -1786400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1786454.875000 Penalty: 4763.284180
	Iteration 14Q: 3 clusters Score -1786455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1786499.000000 Penalty: 4763.284180
	Iteration 15Q: 3 clusters Score -1786499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1786552.250000 Penalty: 4763.284180
	Iteration 16Q: 3 clusters Score -1786552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1786613.625000 Penalty: 4763.284180
	Iteration 17Q: 3 clusters Score -1786614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1786688.875000 Penalty: 4763.284180
	Iteration 18Q: 3 clusters Score -1786689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1786782.625000 Penalty: 4763.284180
	Iteration 19Q: 3 clusters Score -1786783 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1786914.750000 Penalty: 4763.284180
	Iteration 20F: 3 clusters Score -1786915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1787058.500000 Penalty: 4763.284180
	Iteration 21Q: 3 clusters Score -1787058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1787189.875000 Penalty: 4763.284180
	Iteration 22Q: 3 clusters Score -1787190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1787296.125000 Penalty: 4763.284180
	Iteration 23Q: 3 clusters Score -1787296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1787366.250000 Penalty: 4763.284180
	Iteration 24Q: 3 clusters Score -1787366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1787399.625000 Penalty: 4763.284180
	Iteration 25Q: 3 clusters Score -1787400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1787420.500000 Penalty: 4763.284180
	Iteration 26Q: 3 clusters Score -1787420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1787438.125000 Penalty: 4763.284180
	Iteration 27Q: 3 clusters Score -1787438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1787443.000000 Penalty: 4763.284180
	Iteration 28Q: 3 clusters Score -1787443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1787444.250000 Penalty: 4763.284180
	Iteration 29Q: 3 clusters Score -1787444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1787447.500000 Penalty: 4763.284180
	Iteration 30Q: 3 clusters Score -1787448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1787452.000000 Penalty: 4763.284180
	Iteration 31Q: 3 clusters Score -1787452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1787448.875000 Penalty: 4763.284180
	Iteration 32Q: 3 clusters Score -1787449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1787451.375000 Penalty: 4763.284180
	Iteration 33Q: 3 clusters Score -1787451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1787451.375000 Penalty: 4763.284180
	Iteration 34F: 3 clusters Score -1787451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 3017 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Entering Unmasked Estep 
Score: -134397152.000000 Penalty: 186453.296875
Splitting cluster 24 changes total score from -134346560.000000 to -134397152.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 25 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -466924.406250 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -466924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -463977.343750 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -463977.3 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -466583.000000 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -466583 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -468646.031250 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -468646 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -469380.250000 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -469380.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -469598.406250 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -469598.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -469649.812500 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -469649.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -469648.437500 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -469648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -469659.906250 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -469659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -469671.843750 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -469671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -469660.750000 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -469660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -469668.343750 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -469668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -469679.375000 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -469679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -469671.531250 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -469671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -469673.000000 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -469673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -469670.625000 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -469670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -469679.468750 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -469679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -469679.468750 Penalty: 3973.960938
	Iteration 16F: 3 clusters Score -469679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Entering Unmasked Estep 
Score: -134398928.000000 Penalty: 189906.140625
Splitting cluster 25 changes total score from -134346560.000000 to -134398928.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (25170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Entering Unmasked Estep 
Score: -3109648.750000 Penalty: 2513.085205
	Iteration 0F: 2 clusters Score -3109649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3092156.500000 Penalty: 5026.170410
	Iteration 0F: 3 clusters Score -3092156 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3098398.500000 Penalty: 5026.170410
	Iteration 1F: 3 clusters Score -3098398 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3099221.500000 Penalty: 5026.170410
	Iteration 2F: 3 clusters Score -3099222 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3100232.500000 Penalty: 5026.170410
	Iteration 3F: 3 clusters Score -3100232 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3101390.750000 Penalty: 5026.170410
	Iteration 4F: 3 clusters Score -3101391 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3102573.250000 Penalty: 5026.170410
	Iteration 5F: 3 clusters Score -3102573 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3103654.250000 Penalty: 5026.170410
	Iteration 6F: 3 clusters Score -3103654 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3104649.750000 Penalty: 5026.170410
	Iteration 7F: 3 clusters Score -3104650 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3105351.750000 Penalty: 5026.170410
	Iteration 8Q: 3 clusters Score -3105352 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3105921.500000 Penalty: 5026.170410
	Iteration 9Q: 3 clusters Score -3105922 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3106430.750000 Penalty: 5026.170410
	Iteration 10Q: 3 clusters Score -3106431 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3106836.250000 Penalty: 5026.170410
	Iteration 11Q: 3 clusters Score -3106836 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3107184.250000 Penalty: 5026.170410
	Iteration 12Q: 3 clusters Score -3107184 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3107484.250000 Penalty: 5026.170410
	Iteration 13Q: 3 clusters Score -3107484 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3107714.750000 Penalty: 5026.170410
	Iteration 14Q: 3 clusters Score -3107715 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3107912.500000 Penalty: 5026.170410
	Iteration 15Q: 3 clusters Score -3107912 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3108052.500000 Penalty: 5026.170410
	Iteration 16Q: 3 clusters Score -3108052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3108149.500000 Penalty: 5026.170410
	Iteration 17Q: 3 clusters Score -3108150 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3108248.500000 Penalty: 5026.170410
	Iteration 18Q: 3 clusters Score -3108248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3108318.500000 Penalty: 5026.170410
	Iteration 19Q: 3 clusters Score -3108318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3108394.750000 Penalty: 5026.170410
	Iteration 20F: 3 clusters Score -3108395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3108446.750000 Penalty: 5026.170410
	Iteration 21Q: 3 clusters Score -3108447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3108494.500000 Penalty: 5026.170410
	Iteration 22Q: 3 clusters Score -3108494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3108549.500000 Penalty: 5026.170410
	Iteration 23Q: 3 clusters Score -3108550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3108597.000000 Penalty: 5026.170410
	Iteration 24Q: 3 clusters Score -3108597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3108614.500000 Penalty: 5026.170410
	Iteration 25Q: 3 clusters Score -3108614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3108644.250000 Penalty: 5026.170410
	Iteration 26Q: 3 clusters Score -3108644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3108667.000000 Penalty: 5026.170410
	Iteration 27Q: 3 clusters Score -3108667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3108683.000000 Penalty: 5026.170410
	Iteration 28Q: 3 clusters Score -3108683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3108697.750000 Penalty: 5026.170410
	Iteration 29Q: 3 clusters Score -3108698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3108717.000000 Penalty: 5026.170410
	Iteration 30Q: 3 clusters Score -3108717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3108727.000000 Penalty: 5026.170410
	Iteration 31Q: 3 clusters Score -3108727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3108729.750000 Penalty: 5026.170410
	Iteration 32Q: 3 clusters Score -3108730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3108729.750000 Penalty: 5026.170410
	Iteration 33Q: 3 clusters Score -3108730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3108737.750000 Penalty: 5026.170410
	Iteration 34Q: 3 clusters Score -3108738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3108740.000000 Penalty: 5026.170410
	Iteration 35Q: 3 clusters Score -3108740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3108740.750000 Penalty: 5026.170410
	Iteration 36Q: 3 clusters Score -3108741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3108738.500000 Penalty: 5026.170410
	Iteration 37Q: 3 clusters Score -3108738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3108738.500000 Penalty: 5026.170410
	Iteration 38F: 3 clusters Score -3108738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1322399.625000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1322400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1314246.625000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1314247 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1316989.125000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1316989 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1317380.500000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1317380 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1317630.250000 Penalty: 4606.914551
	Iteration 3F: 3 clusters Score -1317630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1317810.250000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -1317810 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1317980.875000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -1317981 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1318130.125000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -1318130 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1318292.125000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1318292 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1318478.250000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1318478 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1318690.500000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1318690 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1318904.625000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1318905 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1319090.875000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1319091 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1319262.375000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1319262 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1319439.250000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1319439 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1319574.000000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1319574 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1319703.000000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1319703 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1319807.500000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1319808 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1319902.750000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1319903 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1320012.250000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1320012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1320125.125000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1320125 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1320225.625000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1320226 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1320324.500000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1320324 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1320419.875000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1320420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1320519.750000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1320520 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1320613.125000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1320613 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1320752.000000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1320752 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1321018.625000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1321019 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1321386.625000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1321387 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1321808.375000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1321808 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1322125.250000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1322125 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1322338.750000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1322339 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1322505.375000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1322505 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1322659.500000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1322660 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1322803.375000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1322803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1322991.500000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1322992 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1323185.000000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -1323185 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1323427.375000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -1323427 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1323673.250000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -1323673 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1323889.750000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -1323890 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1324065.250000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -1324065 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1324258.750000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -1324259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1324357.875000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -1324358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1324393.875000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -1324394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1324410.125000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -1324410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1324425.625000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -1324426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1324433.750000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -1324434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1324434.875000 Penalty: 4606.914551
	Iteration 46Q: 3 clusters Score -1324435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1324439.125000 Penalty: 4606.914551
	Iteration 47Q: 3 clusters Score -1324439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1324442.000000 Penalty: 4606.914551
	Iteration 48Q: 3 clusters Score -1324442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1324442.250000 Penalty: 4606.914551
	Iteration 49Q: 3 clusters Score -1324442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1324445.375000 Penalty: 4606.914551
	Iteration 50Q: 3 clusters Score -1324445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1324449.250000 Penalty: 4606.914551
	Iteration 51Q: 3 clusters Score -1324449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1324447.125000 Penalty: 4606.914551
	Iteration 52Q: 3 clusters Score -1324447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1324449.250000 Penalty: 4606.914551
	Iteration 53Q: 3 clusters Score -1324449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1324452.000000 Penalty: 4606.914551
	Iteration 54Q: 3 clusters Score -1324452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1324451.250000 Penalty: 4606.914551
	Iteration 55Q: 3 clusters Score -1324451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1324452.375000 Penalty: 4606.914551
	Iteration 56Q: 3 clusters Score -1324452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1324452.625000 Penalty: 4606.914551
	Iteration 57Q: 3 clusters Score -1324453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1324455.000000 Penalty: 4606.914551
	Iteration 58Q: 3 clusters Score -1324455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1324457.500000 Penalty: 4606.914551
	Iteration 59Q: 3 clusters Score -1324458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1324454.875000 Penalty: 4606.914551
	Iteration 60F: 3 clusters Score -1324455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1324457.375000 Penalty: 4606.914551
	Iteration 61Q: 3 clusters Score -1324457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1324457.125000 Penalty: 4606.914551
	Iteration 62Q: 3 clusters Score -1324457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1324458.125000 Penalty: 4606.914551
	Iteration 63Q: 3 clusters Score -1324458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1324458.250000 Penalty: 4606.914551
	Iteration 64Q: 3 clusters Score -1324458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1324458.250000 Penalty: 4606.914551
	Iteration 65F: 3 clusters Score -1324458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Entering Unmasked Estep 
Score: -134399552.000000 Penalty: 193358.968750
Splitting cluster 27 changes total score from -134346560.000000 to -134399552.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 28 (6850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Entering Unmasked Estep 
Score: -836212.937500 Penalty: 2190.336914
	Iteration 0F: 2 clusters Score -836212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -830500.687500 Penalty: 4380.673828
	Iteration 0F: 3 clusters Score -830500.7 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -832040.500000 Penalty: 4380.673828
	Iteration 1F: 3 clusters Score -832040.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -832350.000000 Penalty: 4380.673828
	Iteration 2F: 3 clusters Score -832350 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -832628.937500 Penalty: 4380.673828
	Iteration 3F: 3 clusters Score -832628.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -832869.000000 Penalty: 4380.673828
	Iteration 4F: 3 clusters Score -832869 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -833100.875000 Penalty: 4380.673828
	Iteration 5Q: 3 clusters Score -833100.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -833330.875000 Penalty: 4380.673828
	Iteration 6Q: 3 clusters Score -833330.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -833568.625000 Penalty: 4380.673828
	Iteration 7Q: 3 clusters Score -833568.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -833806.062500 Penalty: 4380.673828
	Iteration 8Q: 3 clusters Score -833806.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -833969.375000 Penalty: 4380.673828
	Iteration 9Q: 3 clusters Score -833969.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -834083.812500 Penalty: 4380.673828
	Iteration 10Q: 3 clusters Score -834083.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -834187.312500 Penalty: 4380.673828
	Iteration 11Q: 3 clusters Score -834187.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -834267.750000 Penalty: 4380.673828
	Iteration 12Q: 3 clusters Score -834267.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -834319.500000 Penalty: 4380.673828
	Iteration 13Q: 3 clusters Score -834319.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -834356.875000 Penalty: 4380.673828
	Iteration 14Q: 3 clusters Score -834356.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -834386.937500 Penalty: 4380.673828
	Iteration 15Q: 3 clusters Score -834386.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -834411.562500 Penalty: 4380.673828
	Iteration 16Q: 3 clusters Score -834411.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -834445.562500 Penalty: 4380.673828
	Iteration 17Q: 3 clusters Score -834445.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -834473.437500 Penalty: 4380.673828
	Iteration 18Q: 3 clusters Score -834473.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -834501.812500 Penalty: 4380.673828
	Iteration 19Q: 3 clusters Score -834501.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -834537.812500 Penalty: 4380.673828
	Iteration 20F: 3 clusters Score -834537.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -834588.500000 Penalty: 4380.673828
	Iteration 21Q: 3 clusters Score -834588.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -834668.687500 Penalty: 4380.673828
	Iteration 22Q: 3 clusters Score -834668.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -834809.312500 Penalty: 4380.673828
	Iteration 23Q: 3 clusters Score -834809.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -834995.500000 Penalty: 4380.673828
	Iteration 24Q: 3 clusters Score -834995.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -835308.875000 Penalty: 4380.673828
	Iteration 25Q: 3 clusters Score -835308.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -835695.625000 Penalty: 4380.673828
	Iteration 26Q: 3 clusters Score -835695.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -836112.312500 Penalty: 4380.673828
	Iteration 27Q: 3 clusters Score -836112.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -836400.312500 Penalty: 4380.673828
	Iteration 28Q: 3 clusters Score -836400.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -836616.250000 Penalty: 4380.673828
	Iteration 29Q: 3 clusters Score -836616.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -836786.375000 Penalty: 4380.673828
	Iteration 30Q: 3 clusters Score -836786.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -836906.625000 Penalty: 4380.673828
	Iteration 31Q: 3 clusters Score -836906.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -836933.812500 Penalty: 4380.673828
	Iteration 32Q: 3 clusters Score -836933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -836944.937500 Penalty: 4380.673828
	Iteration 33Q: 3 clusters Score -836944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -836948.437500 Penalty: 4380.673828
	Iteration 34Q: 3 clusters Score -836948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -836949.750000 Penalty: 4380.673828
	Iteration 35Q: 3 clusters Score -836949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -836949.125000 Penalty: 4380.673828
	Iteration 36Q: 3 clusters Score -836949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -836948.562500 Penalty: 4380.673828
	Iteration 37Q: 3 clusters Score -836948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -836951.937500 Penalty: 4380.673828
	Iteration 38Q: 3 clusters Score -836951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -836953.062500 Penalty: 4380.673828
	Iteration 39Q: 3 clusters Score -836953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -836953.062500 Penalty: 4380.673828
	Iteration 40F: 3 clusters Score -836953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Entering Unmasked Estep 
Score: -134398896.000000 Penalty: 196811.812500
Splitting cluster 28 changes total score from -134346560.000000 to -134398896.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 29 (30239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Entering Unmasked Estep 
Score: -3697819.750000 Penalty: 2558.588135
	Iteration 0F: 2 clusters Score -3697820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3677076.000000 Penalty: 5117.176270
	Iteration 0F: 3 clusters Score -3677076 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3684818.000000 Penalty: 5117.176270
	Iteration 1F: 3 clusters Score -3684818 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3686226.250000 Penalty: 5117.176270
	Iteration 2F: 3 clusters Score -3686226 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3688549.000000 Penalty: 5117.176270
	Iteration 3F: 3 clusters Score -3688549 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3691735.750000 Penalty: 5117.176270
	Iteration 4F: 3 clusters Score -3691736 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3694664.000000 Penalty: 5117.176270
	Iteration 5F: 3 clusters Score -3694664 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3696686.750000 Penalty: 5117.176270
	Iteration 6F: 3 clusters Score -3696687 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3697699.000000 Penalty: 5117.176270
	Iteration 7F: 3 clusters Score -3697699 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3698240.000000 Penalty: 5117.176270
	Iteration 8Q: 3 clusters Score -3698240 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3698534.250000 Penalty: 5117.176270
	Iteration 9Q: 3 clusters Score -3698534 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3698709.500000 Penalty: 5117.176270
	Iteration 10Q: 3 clusters Score -3698710 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3698863.000000 Penalty: 5117.176270
	Iteration 11Q: 3 clusters Score -3698863 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3698944.500000 Penalty: 5117.176270
	Iteration 12Q: 3 clusters Score -3698944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3698999.500000 Penalty: 5117.176270
	Iteration 13Q: 3 clusters Score -3699000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3699077.250000 Penalty: 5117.176270
	Iteration 14Q: 3 clusters Score -3699077 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3699136.750000 Penalty: 5117.176270
	Iteration 15Q: 3 clusters Score -3699137 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3699198.000000 Penalty: 5117.176270
	Iteration 16Q: 3 clusters Score -3699198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3699256.000000 Penalty: 5117.176270
	Iteration 17Q: 3 clusters Score -3699256 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3699305.250000 Penalty: 5117.176270
	Iteration 18Q: 3 clusters Score -3699305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3699334.250000 Penalty: 5117.176270
	Iteration 19Q: 3 clusters Score -3699334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3699382.750000 Penalty: 5117.176270
	Iteration 20F: 3 clusters Score -3699383 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3699466.750000 Penalty: 5117.176270
	Iteration 21Q: 3 clusters Score -3699467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3699520.250000 Penalty: 5117.176270
	Iteration 22Q: 3 clusters Score -3699520 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3699568.750000 Penalty: 5117.176270
	Iteration 23Q: 3 clusters Score -3699569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3699602.750000 Penalty: 5117.176270
	Iteration 24Q: 3 clusters Score -3699603 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3699628.000000 Penalty: 5117.176270
	Iteration 25Q: 3 clusters Score -3699628 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3699664.500000 Penalty: 5117.176270
	Iteration 26Q: 3 clusters Score -3699664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3699697.750000 Penalty: 5117.176270
	Iteration 27Q: 3 clusters Score -3699698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3699709.000000 Penalty: 5117.176270
	Iteration 28Q: 3 clusters Score -3699709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3699715.000000 Penalty: 5117.176270
	Iteration 29Q: 3 clusters Score -3699715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3699733.750000 Penalty: 5117.176270
	Iteration 30Q: 3 clusters Score -3699734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3699770.000000 Penalty: 5117.176270
	Iteration 31Q: 3 clusters Score -3699770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3699790.250000 Penalty: 5117.176270
	Iteration 32Q: 3 clusters Score -3699790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3699823.750000 Penalty: 5117.176270
	Iteration 33Q: 3 clusters Score -3699824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3699836.000000 Penalty: 5117.176270
	Iteration 34Q: 3 clusters Score -3699836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3699842.500000 Penalty: 5117.176270
	Iteration 35Q: 3 clusters Score -3699842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3699848.250000 Penalty: 5117.176270
	Iteration 36Q: 3 clusters Score -3699848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3699863.000000 Penalty: 5117.176270
	Iteration 37Q: 3 clusters Score -3699863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3699875.250000 Penalty: 5117.176270
	Iteration 38Q: 3 clusters Score -3699875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3699879.500000 Penalty: 5117.176270
	Iteration 39Q: 3 clusters Score -3699880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3699881.750000 Penalty: 5117.176270
	Iteration 40F: 3 clusters Score -3699882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3699887.500000 Penalty: 5117.176270
	Iteration 41Q: 3 clusters Score -3699888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3699897.250000 Penalty: 5117.176270
	Iteration 42Q: 3 clusters Score -3699897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3699904.500000 Penalty: 5117.176270
	Iteration 43Q: 3 clusters Score -3699904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3699910.250000 Penalty: 5117.176270
	Iteration 44Q: 3 clusters Score -3699910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3699918.000000 Penalty: 5117.176270
	Iteration 45Q: 3 clusters Score -3699918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3699920.000000 Penalty: 5117.176270
	Iteration 46Q: 3 clusters Score -3699920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3699917.250000 Penalty: 5117.176270
	Iteration 47Q: 3 clusters Score -3699917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3699925.250000 Penalty: 5117.176270
	Iteration 48Q: 3 clusters Score -3699925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3699924.750000 Penalty: 5117.176270
	Iteration 49Q: 3 clusters Score -3699925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3699925.000000 Penalty: 5117.176270
	Iteration 50Q: 3 clusters Score -3699925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3699925.750000 Penalty: 5117.176270
	Iteration 51Q: 3 clusters Score -3699926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3699919.750000 Penalty: 5117.176270
	Iteration 52Q: 3 clusters Score -3699920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3699923.500000 Penalty: 5117.176270
	Iteration 53Q: 3 clusters Score -3699924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3699924.500000 Penalty: 5117.176270
	Iteration 54Q: 3 clusters Score -3699924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3699930.750000 Penalty: 5117.176270
	Iteration 55Q: 3 clusters Score -3699931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3699922.750000 Penalty: 5117.176270
	Iteration 56Q: 3 clusters Score -3699923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3699936.500000 Penalty: 5117.176270
	Iteration 57Q: 3 clusters Score -3699936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3699931.250000 Penalty: 5117.176270
	Iteration 58Q: 3 clusters Score -3699931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3699935.000000 Penalty: 5117.176270
	Iteration 59Q: 3 clusters Score -3699935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3699938.250000 Penalty: 5117.176270
	Iteration 60F: 3 clusters Score -3699938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3699935.250000 Penalty: 5117.176270
	Iteration 61Q: 3 clusters Score -3699935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3699941.000000 Penalty: 5117.176270
	Iteration 62Q: 3 clusters Score -3699941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3699941.000000 Penalty: 5117.176270
	Iteration 63Q: 3 clusters Score -3699941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3699942.000000 Penalty: 5117.176270
	Iteration 64Q: 3 clusters Score -3699942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3699942.000000 Penalty: 5117.176270
	Iteration 65F: 3 clusters Score -3699942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Entering Unmasked Estep 
Score: -134400144.000000 Penalty: 200264.656250
Splitting cluster 29 changes total score from -134346560.000000 to -134400144.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -23882.302734 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -23882.3 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 116 members 
Entering Unmasked Estep 
Score: -22916.917969 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -22916.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23034.142578 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -23034.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23133.724609 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -23133.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23172.568359 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -23172.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23172.568359 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -23172.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Entering Unmasked Estep 
Score: -4175092.500000 Penalty: 2583.816406
	Iteration 0F: 2 clusters Score -4175092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4152293.000000 Penalty: 5167.632812
	Iteration 0F: 3 clusters Score -4152293 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4160634.750000 Penalty: 5167.632812
	Iteration 1F: 3 clusters Score -4160635 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4161165.000000 Penalty: 5167.632812
	Iteration 2Q: 3 clusters Score -4161165 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4161630.500000 Penalty: 5167.632812
	Iteration 3Q: 3 clusters Score -4161630 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4162090.000000 Penalty: 5167.632812
	Iteration 4Q: 3 clusters Score -4162090 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4162684.750000 Penalty: 5167.632812
	Iteration 5Q: 3 clusters Score -4162685 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4163412.250000 Penalty: 5167.632812
	Iteration 6Q: 3 clusters Score -4163412 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4164309.500000 Penalty: 5167.632812
	Iteration 7F: 3 clusters Score -4164310 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4165377.000000 Penalty: 5167.632812
	Iteration 8F: 3 clusters Score -4165377 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4166569.500000 Penalty: 5167.632812
	Iteration 9F: 3 clusters Score -4166570 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4167868.500000 Penalty: 5167.632812
	Iteration 10F: 3 clusters Score -4167868 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4169213.750000 Penalty: 5167.632812
	Iteration 11F: 3 clusters Score -4169214 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4170393.000000 Penalty: 5167.632812
	Iteration 12Q: 3 clusters Score -4170393 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4171353.000000 Penalty: 5167.632812
	Iteration 13Q: 3 clusters Score -4171353 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4172028.250000 Penalty: 5167.632812
	Iteration 14Q: 3 clusters Score -4172028 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4172552.500000 Penalty: 5167.632812
	Iteration 15Q: 3 clusters Score -4172552 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4172928.250000 Penalty: 5167.632812
	Iteration 16Q: 3 clusters Score -4172928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4173141.500000 Penalty: 5167.632812
	Iteration 17Q: 3 clusters Score -4173142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4173267.500000 Penalty: 5167.632812
	Iteration 18Q: 3 clusters Score -4173268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4173325.250000 Penalty: 5167.632812
	Iteration 19Q: 3 clusters Score -4173325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4173376.000000 Penalty: 5167.632812
	Iteration 20F: 3 clusters Score -4173376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4173410.000000 Penalty: 5167.632812
	Iteration 21Q: 3 clusters Score -4173410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4173434.500000 Penalty: 5167.632812
	Iteration 22Q: 3 clusters Score -4173434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4173464.250000 Penalty: 5167.632812
	Iteration 23Q: 3 clusters Score -4173464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4173470.000000 Penalty: 5167.632812
	Iteration 24Q: 3 clusters Score -4173470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4173484.500000 Penalty: 5167.632812
	Iteration 25Q: 3 clusters Score -4173484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4173492.500000 Penalty: 5167.632812
	Iteration 26Q: 3 clusters Score -4173492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4173488.000000 Penalty: 5167.632812
	Iteration 27Q: 3 clusters Score -4173488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4173494.500000 Penalty: 5167.632812
	Iteration 28Q: 3 clusters Score -4173494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4173499.750000 Penalty: 5167.632812
	Iteration 29Q: 3 clusters Score -4173500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4173506.500000 Penalty: 5167.632812
	Iteration 30Q: 3 clusters Score -4173506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4173516.250000 Penalty: 5167.632812
	Iteration 31Q: 3 clusters Score -4173516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4173520.250000 Penalty: 5167.632812
	Iteration 32Q: 3 clusters Score -4173520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4173520.000000 Penalty: 5167.632812
	Iteration 33Q: 3 clusters Score -4173520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4173520.500000 Penalty: 5167.632812
	Iteration 34Q: 3 clusters Score -4173520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4173519.000000 Penalty: 5167.632812
	Iteration 35Q: 3 clusters Score -4173519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4173520.000000 Penalty: 5167.632812
	Iteration 36Q: 3 clusters Score -4173520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4173522.500000 Penalty: 5167.632812
	Iteration 37Q: 3 clusters Score -4173522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4173526.250000 Penalty: 5167.632812
	Iteration 38Q: 3 clusters Score -4173526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4173534.750000 Penalty: 5167.632812
	Iteration 39Q: 3 clusters Score -4173535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4173542.750000 Penalty: 5167.632812
	Iteration 40F: 3 clusters Score -4173543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4173536.250000 Penalty: 5167.632812
	Iteration 41Q: 3 clusters Score -4173536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4173544.750000 Penalty: 5167.632812
	Iteration 42Q: 3 clusters Score -4173545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4173540.000000 Penalty: 5167.632812
	Iteration 43Q: 3 clusters Score -4173540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4173544.500000 Penalty: 5167.632812
	Iteration 44Q: 3 clusters Score -4173544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4173545.250000 Penalty: 5167.632812
	Iteration 45Q: 3 clusters Score -4173545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4173550.750000 Penalty: 5167.632812
	Iteration 46Q: 3 clusters Score -4173551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4173552.250000 Penalty: 5167.632812
	Iteration 47Q: 3 clusters Score -4173552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4173552.250000 Penalty: 5167.632812
	Iteration 48F: 3 clusters Score -4173552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -994199.750000 Penalty: 2238.372559
	Iteration 0F: 2 clusters Score -994199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -987605.312500 Penalty: 4476.745117
	Iteration 0F: 3 clusters Score -987605.3 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -989754.812500 Penalty: 4476.745117
	Iteration 1F: 3 clusters Score -989754.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -990694.812500 Penalty: 4476.745117
	Iteration 2F: 3 clusters Score -990694.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -991657.750000 Penalty: 4476.745117
	Iteration 3F: 3 clusters Score -991657.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -992509.500000 Penalty: 4476.745117
	Iteration 4F: 3 clusters Score -992509.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -993017.375000 Penalty: 4476.745117
	Iteration 5F: 3 clusters Score -993017.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -993273.625000 Penalty: 4476.745117
	Iteration 6Q: 3 clusters Score -993273.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -993454.500000 Penalty: 4476.745117
	Iteration 7Q: 3 clusters Score -993454.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -993659.437500 Penalty: 4476.745117
	Iteration 8Q: 3 clusters Score -993659.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -993938.125000 Penalty: 4476.745117
	Iteration 9Q: 3 clusters Score -993938.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -994172.437500 Penalty: 4476.745117
	Iteration 10Q: 3 clusters Score -994172.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -994337.937500 Penalty: 4476.745117
	Iteration 11Q: 3 clusters Score -994337.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -994442.625000 Penalty: 4476.745117
	Iteration 12Q: 3 clusters Score -994442.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -994530.000000 Penalty: 4476.745117
	Iteration 13Q: 3 clusters Score -994530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -994588.562500 Penalty: 4476.745117
	Iteration 14Q: 3 clusters Score -994588.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -994646.312500 Penalty: 4476.745117
	Iteration 15Q: 3 clusters Score -994646.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -994701.750000 Penalty: 4476.745117
	Iteration 16Q: 3 clusters Score -994701.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -994758.062500 Penalty: 4476.745117
	Iteration 17Q: 3 clusters Score -994758.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -994851.500000 Penalty: 4476.745117
	Iteration 18Q: 3 clusters Score -994851.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -995013.812500 Penalty: 4476.745117
	Iteration 19Q: 3 clusters Score -995013.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -995257.250000 Penalty: 4476.745117
	Iteration 20F: 3 clusters Score -995257.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -995500.437500 Penalty: 4476.745117
	Iteration 21Q: 3 clusters Score -995500.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -995637.250000 Penalty: 4476.745117
	Iteration 22Q: 3 clusters Score -995637.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -995721.187500 Penalty: 4476.745117
	Iteration 23Q: 3 clusters Score -995721.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -995748.875000 Penalty: 4476.745117
	Iteration 24Q: 3 clusters Score -995748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -995763.312500 Penalty: 4476.745117
	Iteration 25Q: 3 clusters Score -995763.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -995770.687500 Penalty: 4476.745117
	Iteration 26Q: 3 clusters Score -995770.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -995775.750000 Penalty: 4476.745117
	Iteration 27Q: 3 clusters Score -995775.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -995781.062500 Penalty: 4476.745117
	Iteration 28Q: 3 clusters Score -995781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -995782.937500 Penalty: 4476.745117
	Iteration 29Q: 3 clusters Score -995782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -995786.500000 Penalty: 4476.745117
	Iteration 30Q: 3 clusters Score -995786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -995787.687500 Penalty: 4476.745117
	Iteration 31Q: 3 clusters Score -995787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -995786.750000 Penalty: 4476.745117
	Iteration 32Q: 3 clusters Score -995786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -995784.750000 Penalty: 4476.745117
	Iteration 33Q: 3 clusters Score -995784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -995787.625000 Penalty: 4476.745117
	Iteration 34Q: 3 clusters Score -995787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -995788.937500 Penalty: 4476.745117
	Iteration 35Q: 3 clusters Score -995788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -995786.875000 Penalty: 4476.745117
	Iteration 36Q: 3 clusters Score -995786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -995787.875000 Penalty: 4476.745117
	Iteration 37Q: 3 clusters Score -995787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -995791.312500 Penalty: 4476.745117
	Iteration 38Q: 3 clusters Score -995791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -995792.500000 Penalty: 4476.745117
	Iteration 39Q: 3 clusters Score -995792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -995792.687500 Penalty: 4476.745117
	Iteration 40F: 3 clusters Score -995792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -995796.062500 Penalty: 4476.745117
	Iteration 41Q: 3 clusters Score -995796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -995796.500000 Penalty: 4476.745117
	Iteration 42Q: 3 clusters Score -995796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -995795.562500 Penalty: 4476.745117
	Iteration 43Q: 3 clusters Score -995795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -995796.187500 Penalty: 4476.745117
	Iteration 44Q: 3 clusters Score -995796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -995798.000000 Penalty: 4476.745117
	Iteration 45Q: 3 clusters Score -995798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -995798.562500 Penalty: 4476.745117
	Iteration 46Q: 3 clusters Score -995798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -995797.687500 Penalty: 4476.745117
	Iteration 47Q: 3 clusters Score -995797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -995798.250000 Penalty: 4476.745117
	Iteration 48Q: 3 clusters Score -995798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -995797.687500 Penalty: 4476.745117
	Iteration 49Q: 3 clusters Score -995797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -995797.687500 Penalty: 4476.745117
	Iteration 50F: 3 clusters Score -995797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 15269 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Mstep: Class 59 contains 3796 members 
Entering Unmasked Estep 
Score: -134400688.000000 Penalty: 203717.484375
Splitting cluster 32 changes total score from -134346560.000000 to -134400688.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 33 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -1094406.875000 Penalty: 2283.170410
	Iteration 0F: 2 clusters Score -1094407 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 4945 members 
Entering Unmasked Estep 
Score: -1086755.750000 Penalty: 4566.340820
	Iteration 0F: 3 clusters Score -1086756 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1089369.000000 Penalty: 4566.340820
	Iteration 1F: 3 clusters Score -1089369 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1090120.625000 Penalty: 4566.340820
	Iteration 2F: 3 clusters Score -1090121 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1090840.250000 Penalty: 4566.340820
	Iteration 3F: 3 clusters Score -1090840 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1091358.375000 Penalty: 4566.340820
	Iteration 4F: 3 clusters Score -1091358 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1091777.000000 Penalty: 4566.340820
	Iteration 5F: 3 clusters Score -1091777 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1092057.125000 Penalty: 4566.340820
	Iteration 6Q: 3 clusters Score -1092057 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1092289.000000 Penalty: 4566.340820
	Iteration 7Q: 3 clusters Score -1092289 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1092473.000000 Penalty: 4566.340820
	Iteration 8Q: 3 clusters Score -1092473 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1092615.750000 Penalty: 4566.340820
	Iteration 9Q: 3 clusters Score -1092616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1092712.625000 Penalty: 4566.340820
	Iteration 10Q: 3 clusters Score -1092713 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1092777.375000 Penalty: 4566.340820
	Iteration 11Q: 3 clusters Score -1092777 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1092835.125000 Penalty: 4566.340820
	Iteration 12Q: 3 clusters Score -1092835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1092875.750000 Penalty: 4566.340820
	Iteration 13Q: 3 clusters Score -1092876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1092906.875000 Penalty: 4566.340820
	Iteration 14Q: 3 clusters Score -1092907 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1092939.750000 Penalty: 4566.340820
	Iteration 15Q: 3 clusters Score -1092940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1092965.875000 Penalty: 4566.340820
	Iteration 16Q: 3 clusters Score -1092966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1092981.250000 Penalty: 4566.340820
	Iteration 17Q: 3 clusters Score -1092981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1093002.250000 Penalty: 4566.340820
	Iteration 18Q: 3 clusters Score -1093002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1093015.125000 Penalty: 4566.340820
	Iteration 19Q: 3 clusters Score -1093015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1093030.250000 Penalty: 4566.340820
	Iteration 20F: 3 clusters Score -1093030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1093047.500000 Penalty: 4566.340820
	Iteration 21Q: 3 clusters Score -1093048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1093060.125000 Penalty: 4566.340820
	Iteration 22Q: 3 clusters Score -1093060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1093079.375000 Penalty: 4566.340820
	Iteration 23Q: 3 clusters Score -1093079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1093090.125000 Penalty: 4566.340820
	Iteration 24Q: 3 clusters Score -1093090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1093116.375000 Penalty: 4566.340820
	Iteration 25Q: 3 clusters Score -1093116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1093130.750000 Penalty: 4566.340820
	Iteration 26Q: 3 clusters Score -1093131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1093141.625000 Penalty: 4566.340820
	Iteration 27Q: 3 clusters Score -1093142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1093152.250000 Penalty: 4566.340820
	Iteration 28Q: 3 clusters Score -1093152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1093158.375000 Penalty: 4566.340820
	Iteration 29Q: 3 clusters Score -1093158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1093166.000000 Penalty: 4566.340820
	Iteration 30Q: 3 clusters Score -1093166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1093171.500000 Penalty: 4566.340820
	Iteration 31Q: 3 clusters Score -1093172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1093180.875000 Penalty: 4566.340820
	Iteration 32Q: 3 clusters Score -1093181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1093186.375000 Penalty: 4566.340820
	Iteration 33Q: 3 clusters Score -1093186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1093193.125000 Penalty: 4566.340820
	Iteration 34Q: 3 clusters Score -1093193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1093200.625000 Penalty: 4566.340820
	Iteration 35Q: 3 clusters Score -1093201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1093205.500000 Penalty: 4566.340820
	Iteration 36Q: 3 clusters Score -1093206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1093212.375000 Penalty: 4566.340820
	Iteration 37Q: 3 clusters Score -1093212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1093219.000000 Penalty: 4566.340820
	Iteration 38Q: 3 clusters Score -1093219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1093227.750000 Penalty: 4566.340820
	Iteration 39Q: 3 clusters Score -1093228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1093236.625000 Penalty: 4566.340820
	Iteration 40F: 3 clusters Score -1093237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1093239.875000 Penalty: 4566.340820
	Iteration 41Q: 3 clusters Score -1093240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1093245.250000 Penalty: 4566.340820
	Iteration 42Q: 3 clusters Score -1093245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1093254.250000 Penalty: 4566.340820
	Iteration 43Q: 3 clusters Score -1093254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1093259.750000 Penalty: 4566.340820
	Iteration 44Q: 3 clusters Score -1093260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1093268.875000 Penalty: 4566.340820
	Iteration 45Q: 3 clusters Score -1093269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1093273.250000 Penalty: 4566.340820
	Iteration 46Q: 3 clusters Score -1093273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1093277.375000 Penalty: 4566.340820
	Iteration 47Q: 3 clusters Score -1093277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1093279.625000 Penalty: 4566.340820
	Iteration 48Q: 3 clusters Score -1093280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1093281.125000 Penalty: 4566.340820
	Iteration 49Q: 3 clusters Score -1093281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1093281.750000 Penalty: 4566.340820
	Iteration 50Q: 3 clusters Score -1093282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1093281.625000 Penalty: 4566.340820
	Iteration 51Q: 3 clusters Score -1093282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1093283.125000 Penalty: 4566.340820
	Iteration 52Q: 3 clusters Score -1093283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1093285.625000 Penalty: 4566.340820
	Iteration 53Q: 3 clusters Score -1093286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1093285.500000 Penalty: 4566.340820
	Iteration 54Q: 3 clusters Score -1093286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1093285.500000 Penalty: 4566.340820
	Iteration 55Q: 3 clusters Score -1093286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1093286.500000 Penalty: 4566.340820
	Iteration 56Q: 3 clusters Score -1093286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1093291.125000 Penalty: 4566.340820
	Iteration 57Q: 3 clusters Score -1093291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1093291.000000 Penalty: 4566.340820
	Iteration 58Q: 3 clusters Score -1093291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1093292.750000 Penalty: 4566.340820
	Iteration 59Q: 3 clusters Score -1093293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1093292.750000 Penalty: 4566.340820
	Iteration 60F: 3 clusters Score -1093293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1093293.625000 Penalty: 4566.340820
	Iteration 61Q: 3 clusters Score -1093294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1093293.000000 Penalty: 4566.340820
	Iteration 62Q: 3 clusters Score -1093293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1093292.625000 Penalty: 4566.340820
	Iteration 63Q: 3 clusters Score -1093293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1093292.625000 Penalty: 4566.340820
	Iteration 64Q: 3 clusters Score -1093293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1093292.625000 Penalty: 4566.340820
	Iteration 65Q: 3 clusters Score -1093293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1093292.625000 Penalty: 4566.340820
	Iteration 66F: 3 clusters Score -1093293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Entering Unmasked Estep 
Score: -1856687.375000 Penalty: 2389.127930
	Iteration 0F: 2 clusters Score -1856687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1845639.375000 Penalty: 4778.255859
	Iteration 0F: 3 clusters Score -1845639 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1849772.750000 Penalty: 4778.255859
	Iteration 1F: 3 clusters Score -1849773 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1851259.875000 Penalty: 4778.255859
	Iteration 2F: 3 clusters Score -1851260 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1853533.000000 Penalty: 4778.255859
	Iteration 3F: 3 clusters Score -1853533 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1855980.750000 Penalty: 4778.255859
	Iteration 4F: 3 clusters Score -1855981 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1857839.750000 Penalty: 4778.255859
	Iteration 5F: 3 clusters Score -1857840 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1858837.000000 Penalty: 4778.255859
	Iteration 6F: 3 clusters Score -1858837 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1859342.875000 Penalty: 4778.255859
	Iteration 7Q: 3 clusters Score -1859343 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1859638.125000 Penalty: 4778.255859
	Iteration 8Q: 3 clusters Score -1859638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1859810.000000 Penalty: 4778.255859
	Iteration 9Q: 3 clusters Score -1859810 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1859960.375000 Penalty: 4778.255859
	Iteration 10Q: 3 clusters Score -1859960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1860085.875000 Penalty: 4778.255859
	Iteration 11Q: 3 clusters Score -1860086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1860178.375000 Penalty: 4778.255859
	Iteration 12Q: 3 clusters Score -1860178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1860269.125000 Penalty: 4778.255859
	Iteration 13Q: 3 clusters Score -1860269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1860383.125000 Penalty: 4778.255859
	Iteration 14Q: 3 clusters Score -1860383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1860580.500000 Penalty: 4778.255859
	Iteration 15Q: 3 clusters Score -1860580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1861016.125000 Penalty: 4778.255859
	Iteration 16Q: 3 clusters Score -1861016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1861377.750000 Penalty: 4778.255859
	Iteration 17Q: 3 clusters Score -1861378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1861450.125000 Penalty: 4778.255859
	Iteration 18Q: 3 clusters Score -1861450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1861461.625000 Penalty: 4778.255859
	Iteration 19Q: 3 clusters Score -1861462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1861463.250000 Penalty: 4778.255859
	Iteration 20F: 3 clusters Score -1861463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1861465.000000 Penalty: 4778.255859
	Iteration 21Q: 3 clusters Score -1861465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1861465.000000 Penalty: 4778.255859
	Iteration 22F: 3 clusters Score -1861465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 16215 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Mstep: Class 59 contains 3796 members 
Mstep: Class 60 contains 3112 members 
Entering Unmasked Estep 
Score: -134404112.000000 Penalty: 207170.328125
Splitting cluster 34 changes total score from -134346560.000000 to -134404112.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 35 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -182181.765625 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -182181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179870.218750 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -179870.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180271.468750 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -180271.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180412.531250 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -180412.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180497.890625 Penalty: 3655.634521
	Iteration 3Q: 3 clusters Score -180497.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -180561.890625 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -180561.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180635.578125 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -180635.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180694.718750 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -180694.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180755.484375 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -180755.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -180813.015625 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -180813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -180858.515625 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -180858.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -180909.812500 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -180909.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -180967.062500 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -180967.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181043.796875 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -181043.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -181104.781250 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -181104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181152.703125 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -181152.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -181202.109375 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -181202.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181243.781250 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -181243.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -181281.062500 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -181281.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181314.390625 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -181314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -181352.843750 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -181352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181394.250000 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -181394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181425.968750 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -181426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181446.781250 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -181446.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181464.078125 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -181464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181486.109375 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -181486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -181499.265625 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -181499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181504.156250 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -181504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -181511.046875 Penalty: 3655.634521
	Iteration 27Q: 3 clusters Score -181511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181519.187500 Penalty: 3655.634521
	Iteration 28Q: 3 clusters Score -181519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -181520.203125 Penalty: 3655.634521
	Iteration 29Q: 3 clusters Score -181520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -181520.203125 Penalty: 3655.634521
	Iteration 30F: 3 clusters Score -181520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -2023653.750000 Penalty: 2404.035645
	Iteration 0F: 2 clusters Score -2023654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2011905.875000 Penalty: 4808.071289
	Iteration 0F: 3 clusters Score -2011906 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2015716.375000 Penalty: 4808.071289
	Iteration 1F: 3 clusters Score -2015716 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2016111.625000 Penalty: 4808.071289
	Iteration 2F: 3 clusters Score -2016112 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2016440.625000 Penalty: 4808.071289
	Iteration 3Q: 3 clusters Score -2016441 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2016788.875000 Penalty: 4808.071289
	Iteration 4Q: 3 clusters Score -2016789 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2017202.125000 Penalty: 4808.071289
	Iteration 5Q: 3 clusters Score -2017202 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2017765.250000 Penalty: 4808.071289
	Iteration 6F: 3 clusters Score -2017765 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2018641.125000 Penalty: 4808.071289
	Iteration 7F: 3 clusters Score -2018641 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2019979.250000 Penalty: 4808.071289
	Iteration 8F: 3 clusters Score -2019979 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2021533.250000 Penalty: 4808.071289
	Iteration 9F: 3 clusters Score -2021533 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2022435.500000 Penalty: 4808.071289
	Iteration 10F: 3 clusters Score -2022436 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2022802.750000 Penalty: 4808.071289
	Iteration 11Q: 3 clusters Score -2022803 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2022960.375000 Penalty: 4808.071289
	Iteration 12Q: 3 clusters Score -2022960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2023036.750000 Penalty: 4808.071289
	Iteration 13Q: 3 clusters Score -2023037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2023076.000000 Penalty: 4808.071289
	Iteration 14Q: 3 clusters Score -2023076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2023106.375000 Penalty: 4808.071289
	Iteration 15Q: 3 clusters Score -2023106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2023120.125000 Penalty: 4808.071289
	Iteration 16Q: 3 clusters Score -2023120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2023135.250000 Penalty: 4808.071289
	Iteration 17Q: 3 clusters Score -2023135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2023145.000000 Penalty: 4808.071289
	Iteration 18Q: 3 clusters Score -2023145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2023163.625000 Penalty: 4808.071289
	Iteration 19Q: 3 clusters Score -2023164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2023168.875000 Penalty: 4808.071289
	Iteration 20F: 3 clusters Score -2023169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2023181.125000 Penalty: 4808.071289
	Iteration 21Q: 3 clusters Score -2023181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2023185.875000 Penalty: 4808.071289
	Iteration 22Q: 3 clusters Score -2023186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2023186.625000 Penalty: 4808.071289
	Iteration 23Q: 3 clusters Score -2023187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2023191.625000 Penalty: 4808.071289
	Iteration 24Q: 3 clusters Score -2023192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2023192.500000 Penalty: 4808.071289
	Iteration 25Q: 3 clusters Score -2023192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2023192.375000 Penalty: 4808.071289
	Iteration 26Q: 3 clusters Score -2023192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2023195.000000 Penalty: 4808.071289
	Iteration 27Q: 3 clusters Score -2023195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2023196.000000 Penalty: 4808.071289
	Iteration 28Q: 3 clusters Score -2023196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2023200.875000 Penalty: 4808.071289
	Iteration 29Q: 3 clusters Score -2023201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2023202.375000 Penalty: 4808.071289
	Iteration 30Q: 3 clusters Score -2023202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2023213.125000 Penalty: 4808.071289
	Iteration 31Q: 3 clusters Score -2023213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2023217.500000 Penalty: 4808.071289
	Iteration 32Q: 3 clusters Score -2023218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2023218.625000 Penalty: 4808.071289
	Iteration 33Q: 3 clusters Score -2023219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2023229.125000 Penalty: 4808.071289
	Iteration 34Q: 3 clusters Score -2023229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2023227.750000 Penalty: 4808.071289
	Iteration 35Q: 3 clusters Score -2023228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2023236.125000 Penalty: 4808.071289
	Iteration 36Q: 3 clusters Score -2023236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2023249.500000 Penalty: 4808.071289
	Iteration 37Q: 3 clusters Score -2023250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2023269.500000 Penalty: 4808.071289
	Iteration 38Q: 3 clusters Score -2023270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2023292.625000 Penalty: 4808.071289
	Iteration 39Q: 3 clusters Score -2023293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2023315.875000 Penalty: 4808.071289
	Iteration 40F: 3 clusters Score -2023316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2023352.125000 Penalty: 4808.071289
	Iteration 41Q: 3 clusters Score -2023352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2023405.375000 Penalty: 4808.071289
	Iteration 42Q: 3 clusters Score -2023405 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2023500.375000 Penalty: 4808.071289
	Iteration 43Q: 3 clusters Score -2023500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2023671.625000 Penalty: 4808.071289
	Iteration 44Q: 3 clusters Score -2023672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2023953.000000 Penalty: 4808.071289
	Iteration 45Q: 3 clusters Score -2023953 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2024171.000000 Penalty: 4808.071289
	Iteration 46Q: 3 clusters Score -2024171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2024237.500000 Penalty: 4808.071289
	Iteration 47Q: 3 clusters Score -2024238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2024256.875000 Penalty: 4808.071289
	Iteration 48Q: 3 clusters Score -2024257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2024264.375000 Penalty: 4808.071289
	Iteration 49Q: 3 clusters Score -2024264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2024262.125000 Penalty: 4808.071289
	Iteration 50Q: 3 clusters Score -2024262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2024261.250000 Penalty: 4808.071289
	Iteration 51Q: 3 clusters Score -2024261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2024262.000000 Penalty: 4808.071289
	Iteration 52Q: 3 clusters Score -2024262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2024262.000000 Penalty: 4808.071289
	Iteration 53F: 3 clusters Score -2024262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Mstep: Class 59 contains 3796 members 
Mstep: Class 60 contains 3112 members 
Mstep: Class 61 contains 13462 members 
Entering Unmasked Estep 
Score: -134403696.000000 Penalty: 210623.171875
Splitting cluster 36 changes total score from -134346560.000000 to -134403696.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 37 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -352445.250000 Penalty: 2026.135864
	Iteration 0F: 2 clusters Score -352445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -349105.218750 Penalty: 4052.271729
	Iteration 0F: 3 clusters Score -349105.2 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -350815.687500 Penalty: 4052.271729
	Iteration 1F: 3 clusters Score -350815.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -351657.093750 Penalty: 4052.271729
	Iteration 2F: 3 clusters Score -351657.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -352142.687500 Penalty: 4052.271729
	Iteration 3F: 3 clusters Score -352142.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -352584.687500 Penalty: 4052.271729
	Iteration 4F: 3 clusters Score -352584.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -352969.406250 Penalty: 4052.271729
	Iteration 5Q: 3 clusters Score -352969.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -353267.937500 Penalty: 4052.271729
	Iteration 6Q: 3 clusters Score -353267.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -353395.875000 Penalty: 4052.271729
	Iteration 7Q: 3 clusters Score -353395.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -353458.156250 Penalty: 4052.271729
	Iteration 8Q: 3 clusters Score -353458.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -353490.781250 Penalty: 4052.271729
	Iteration 9Q: 3 clusters Score -353490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -353515.062500 Penalty: 4052.271729
	Iteration 10Q: 3 clusters Score -353515.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -353528.250000 Penalty: 4052.271729
	Iteration 11Q: 3 clusters Score -353528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -353543.093750 Penalty: 4052.271729
	Iteration 12Q: 3 clusters Score -353543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -353553.468750 Penalty: 4052.271729
	Iteration 13Q: 3 clusters Score -353553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -353561.531250 Penalty: 4052.271729
	Iteration 14Q: 3 clusters Score -353561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -353567.781250 Penalty: 4052.271729
	Iteration 15Q: 3 clusters Score -353567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -353571.875000 Penalty: 4052.271729
	Iteration 16Q: 3 clusters Score -353571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -353574.687500 Penalty: 4052.271729
	Iteration 17Q: 3 clusters Score -353574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -353577.156250 Penalty: 4052.271729
	Iteration 18Q: 3 clusters Score -353577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -353579.750000 Penalty: 4052.271729
	Iteration 19Q: 3 clusters Score -353579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -353580.468750 Penalty: 4052.271729
	Iteration 20F: 3 clusters Score -353580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -353581.937500 Penalty: 4052.271729
	Iteration 21Q: 3 clusters Score -353581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -353583.125000 Penalty: 4052.271729
	Iteration 22Q: 3 clusters Score -353583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -353584.250000 Penalty: 4052.271729
	Iteration 23Q: 3 clusters Score -353584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -353584.000000 Penalty: 4052.271729
	Iteration 24Q: 3 clusters Score -353584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -353584.000000 Penalty: 4052.271729
	Iteration 25F: 3 clusters Score -353584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Mstep: Class 59 contains 3796 members 
Mstep: Class 60 contains 3112 members 
Mstep: Class 61 contains 13462 members 
Mstep: Class 62 contains 2158 members 
Entering Unmasked Estep 
Score: -134403488.000000 Penalty: 214076.000000
Splitting cluster 37 changes total score from -134346560.000000 to -134403488.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 38 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -1208437.125000 Penalty: 2286.288086
	Iteration 0F: 2 clusters Score -1208437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1200678.500000 Penalty: 4572.576172
	Iteration 0F: 3 clusters Score -1200678 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1203334.125000 Penalty: 4572.576172
	Iteration 1F: 3 clusters Score -1203334 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1204081.750000 Penalty: 4572.576172
	Iteration 2F: 3 clusters Score -1204082 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1205357.375000 Penalty: 4572.576172
	Iteration 3F: 3 clusters Score -1205357 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1207362.125000 Penalty: 4572.576172
	Iteration 4F: 3 clusters Score -1207362 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1209874.125000 Penalty: 4572.576172
	Iteration 5F: 3 clusters Score -1209874 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1211782.250000 Penalty: 4572.576172
	Iteration 6F: 3 clusters Score -1211782 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1212687.750000 Penalty: 4572.576172
	Iteration 7Q: 3 clusters Score -1212688 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1212961.125000 Penalty: 4572.576172
	Iteration 8Q: 3 clusters Score -1212961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1213047.125000 Penalty: 4572.576172
	Iteration 9Q: 3 clusters Score -1213047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1213073.250000 Penalty: 4572.576172
	Iteration 10Q: 3 clusters Score -1213073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1213084.250000 Penalty: 4572.576172
	Iteration 11Q: 3 clusters Score -1213084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1213087.500000 Penalty: 4572.576172
	Iteration 12Q: 3 clusters Score -1213088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1213090.875000 Penalty: 4572.576172
	Iteration 13Q: 3 clusters Score -1213091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1213091.875000 Penalty: 4572.576172
	Iteration 14Q: 3 clusters Score -1213092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1213094.125000 Penalty: 4572.576172
	Iteration 15Q: 3 clusters Score -1213094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1213093.625000 Penalty: 4572.576172
	Iteration 16Q: 3 clusters Score -1213094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1213091.500000 Penalty: 4572.576172
	Iteration 17Q: 3 clusters Score -1213092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1213091.500000 Penalty: 4572.576172
	Iteration 18F: 3 clusters Score -1213092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 4077 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 1333 members 
Mstep: Class 41 contains 5137 members 
Mstep: Class 42 contains 71920 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 10010 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 6733 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 7019 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 4015 members 
Mstep: Class 53 contains 233714 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 2237 members 
Mstep: Class 56 contains 3249 members 
Mstep: Class 57 contains 2662 members 
Mstep: Class 58 contains 6076 members 
Mstep: Class 59 contains 3796 members 
Mstep: Class 60 contains 3112 members 
Mstep: Class 61 contains 13462 members 
Mstep: Class 62 contains 2158 members 
Mstep: Class 63 contains 6009 members 
Entering Unmasked Estep 
Score: -134406624.000000 Penalty: 217528.843750
Splitting cluster 38 changes total score from -134346560.000000 to -134406624.000000
So it's getting split into cluster 63.
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 47704 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 83580 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 137759 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 9056 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 33477 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 9960 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134427088.000000 Penalty: 217528.843750
Iteration 79Q: 64 clusters Score -1.344271e+08 nChanged 29917
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 36971 members 
Mstep: Class 3 contains 4718 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 48212 members 
Mstep: Class 8 contains 48915 members 
Mstep: Class 9 contains 15227 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 11096 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 83914 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 1094 members 
Mstep: Class 17 contains 138482 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 1144 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 6538 members 
Mstep: Class 25 contains 777 members 
Mstep: Class 26 contains 24695 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 4385 members 
Mstep: Class 29 contains 24443 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 33462 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 10158 members 
Mstep: Class 34 contains 12323 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 2959 members 
Mstep: Class 37 contains 1394 members 
Mstep: Class 38 contains 4209 members 
Mstep: Class 39 contains 7557 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 5135 members 
Mstep: Class 42 contains 69928 members 
Mstep: Class 43 contains 6785 members 
Mstep: Class 44 contains 27139 members 
Mstep: Class 45 contains 9331 members 
Mstep: Class 46 contains 1625 members 
Mstep: Class 47 contains 6555 members 
Mstep: Class 48 contains 2577 members 
Mstep: Class 49 contains 6851 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 513 members 
Mstep: Class 52 contains 3807 members 
Mstep: Class 53 contains 232813 members 
Mstep: Class 54 contains 8486 members 
Mstep: Class 55 contains 2227 members 
Mstep: Class 56 contains 3025 members 
Mstep: Class 57 contains 2597 members 
Mstep: Class 58 contains 6109 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 3046 members 
Mstep: Class 61 contains 13052 members 
Mstep: Class 62 contains 2052 members 
Mstep: Class 63 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134443776.000000 Penalty: 217528.843750
Iteration 80F: 64 clusters Score -1.344438e+08 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 36926 members 
Mstep: Class 3 contains 4727 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 41776 members 
Mstep: Class 6 contains 33043 members 
Mstep: Class 7 contains 47670 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 15237 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 10872 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 14 contains 83620 members 
Mstep: Class 15 contains 9899 members 
Mstep: Class 16 contains 1046 members 
Mstep: Class 17 contains 138415 members 
Mstep: Class 18 contains 12168 members 
Mstep: Class 19 contains 1152 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 10563 members 
Mstep: Class 23 contains 4521 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 774 members 
Mstep: Class 26 contains 24388 members 
Mstep: Class 27 contains 7396 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 24375 members 
Mstep: Class 30 contains 221 members 
Mstep: Class 31 contains 33095 members 
Mstep: Class 32 contains 4529 members 
Mstep: Class 33 contains 9899 members 
Mstep: Class 34 contains 12298 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 3102 members 
Mstep: Class 37 contains 1388 members 
Mstep: Class 38 contains 4216 members 
Mstep: Class 39 contains 7440 members 
Mstep: Class 40 contains 1368 members 
Mstep: Class 41 contains 5157 members 
Mstep: Class 42 contains 69806 members 
Mstep: Class 43 contains 7288 members 
Mstep: Class 44 contains 27225 members 
Mstep: Class 45 contains 9672 members 
Mstep: Class 46 contains 1666 members 
Mstep: Class 47 contains 7218 members 
Mstep: Class 48 contains 2587 members 
Mstep: Class 49 contains 7095 members 
Mstep: Class 50 contains 2457 members 
Mstep: Class 51 contains 540 members 
Mstep: Class 52 contains 3753 members 
Mstep: Class 53 contains 233824 members 
Mstep: Class 54 contains 8538 members 
Mstep: Class 55 contains 2360 members 
Mstep: Class 56 contains 3167 members 
Mstep: Class 57 contains 2753 members 
Mstep: Class 58 contains 6186 members 
Mstep: Class 59 contains 3770 members 
Mstep: Class 60 contains 3266 members 
Mstep: Class 61 contains 12886 members 
Mstep: Class 62 contains 2278 members 
Mstep: Class 63 contains 6157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134451648.000000 Penalty: 217528.843750
Iteration 81Q: 64 clusters Score -1.344516e+08 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 41536 members 
Mstep: Class 6 contains 33249 members 
Mstep: Class 7 contains 47295 members 
Mstep: Class 8 contains 48007 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5902 members 
Mstep: Class 14 contains 83312 members 
Mstep: Class 15 contains 9936 members 
Mstep: Class 16 contains 1027 members 
Mstep: Class 17 contains 138352 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 1152 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 10963 members 
Mstep: Class 23 contains 4532 members 
Mstep: Class 24 contains 6243 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 24123 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 24380 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 32754 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 9837 members 
Mstep: Class 34 contains 12302 members 
Mstep: Class 35 contains 1460 members 
Mstep: Class 36 contains 3173 members 
Mstep: Class 37 contains 1435 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 7377 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 5136 members 
Mstep: Class 42 contains 69470 members 
Mstep: Class 43 contains 7586 members 
Mstep: Class 44 contains 27194 members 
Mstep: Class 45 contains 9813 members 
Mstep: Class 46 contains 1708 members 
Mstep: Class 47 contains 7635 members 
Mstep: Class 48 contains 2610 members 
Mstep: Class 49 contains 7227 members 
Mstep: Class 50 contains 2461 members 
Mstep: Class 51 contains 541 members 
Mstep: Class 52 contains 3702 members 
Mstep: Class 53 contains 234656 members 
Mstep: Class 54 contains 8574 members 
Mstep: Class 55 contains 2474 members 
Mstep: Class 56 contains 3282 members 
Mstep: Class 57 contains 2836 members 
Mstep: Class 58 contains 6228 members 
Mstep: Class 59 contains 3792 members 
Mstep: Class 60 contains 3342 members 
Mstep: Class 61 contains 12741 members 
Mstep: Class 62 contains 2414 members 
Mstep: Class 63 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134454480.000000 Penalty: 217528.843750
Iteration 82Q: 64 clusters Score -1.344545e+08 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 36821 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 33439 members 
Mstep: Class 7 contains 46945 members 
Mstep: Class 8 contains 47926 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10723 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 6010 members 
Mstep: Class 14 contains 83085 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 138290 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 1154 members 
Mstep: Class 20 contains 4458 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 11264 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 23958 members 
Mstep: Class 27 contains 7299 members 
Mstep: Class 28 contains 4667 members 
Mstep: Class 29 contains 24359 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 32423 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 9840 members 
Mstep: Class 34 contains 12324 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 3213 members 
Mstep: Class 37 contains 1443 members 
Mstep: Class 38 contains 4249 members 
Mstep: Class 39 contains 7330 members 
Mstep: Class 40 contains 1417 members 
Mstep: Class 41 contains 5100 members 
Mstep: Class 42 contains 69150 members 
Mstep: Class 43 contains 7821 members 
Mstep: Class 44 contains 27112 members 
Mstep: Class 45 contains 9927 members 
Mstep: Class 46 contains 1758 members 
Mstep: Class 47 contains 7944 members 
Mstep: Class 48 contains 2626 members 
Mstep: Class 49 contains 7328 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 542 members 
Mstep: Class 52 contains 3667 members 
Mstep: Class 53 contains 235282 members 
Mstep: Class 54 contains 8595 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 3379 members 
Mstep: Class 57 contains 2898 members 
Mstep: Class 58 contains 6239 members 
Mstep: Class 59 contains 3789 members 
Mstep: Class 60 contains 3377 members 
Mstep: Class 61 contains 12620 members 
Mstep: Class 62 contains 2477 members 
Mstep: Class 63 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456192.000000 Penalty: 217528.843750
Iteration 83Q: 64 clusters Score -1.344562e+08 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 36786 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 41344 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 46601 members 
Mstep: Class 8 contains 47825 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6085 members 
Mstep: Class 14 contains 82937 members 
Mstep: Class 15 contains 10037 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 138187 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 11487 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 6069 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 23869 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 24344 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 32147 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 9839 members 
Mstep: Class 34 contains 12353 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 3238 members 
Mstep: Class 37 contains 1449 members 
Mstep: Class 38 contains 4271 members 
Mstep: Class 39 contains 7311 members 
Mstep: Class 40 contains 1423 members 
Mstep: Class 41 contains 5045 members 
Mstep: Class 42 contains 68880 members 
Mstep: Class 43 contains 8063 members 
Mstep: Class 44 contains 27029 members 
Mstep: Class 45 contains 10012 members 
Mstep: Class 46 contains 1812 members 
Mstep: Class 47 contains 8203 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 7403 members 
Mstep: Class 50 contains 2463 members 
Mstep: Class 51 contains 542 members 
Mstep: Class 52 contains 3636 members 
Mstep: Class 53 contains 235778 members 
Mstep: Class 54 contains 8609 members 
Mstep: Class 55 contains 2700 members 
Mstep: Class 56 contains 3456 members 
Mstep: Class 57 contains 2941 members 
Mstep: Class 58 contains 6263 members 
Mstep: Class 59 contains 3780 members 
Mstep: Class 60 contains 3394 members 
Mstep: Class 61 contains 12513 members 
Mstep: Class 62 contains 2530 members 
Mstep: Class 63 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457808.000000 Penalty: 217528.843750
Iteration 84Q: 64 clusters Score -1.344578e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 36775 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 41310 members 
Mstep: Class 6 contains 33750 members 
Mstep: Class 7 contains 46350 members 
Mstep: Class 8 contains 47769 members 
Mstep: Class 9 contains 15792 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6126 members 
Mstep: Class 14 contains 82774 members 
Mstep: Class 15 contains 10086 members 
Mstep: Class 16 contains 996 members 
Mstep: Class 17 contains 138056 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 6011 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 23809 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 24328 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 31918 members 
Mstep: Class 32 contains 4526 members 
Mstep: Class 33 contains 9861 members 
Mstep: Class 34 contains 12371 members 
Mstep: Class 35 contains 1428 members 
Mstep: Class 36 contains 3257 members 
Mstep: Class 37 contains 1460 members 
Mstep: Class 38 contains 4270 members 
Mstep: Class 39 contains 7301 members 
Mstep: Class 40 contains 1421 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 68651 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 26980 members 
Mstep: Class 45 contains 10102 members 
Mstep: Class 46 contains 1863 members 
Mstep: Class 47 contains 8396 members 
Mstep: Class 48 contains 2642 members 
Mstep: Class 49 contains 7440 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 542 members 
Mstep: Class 52 contains 3616 members 
Mstep: Class 53 contains 236143 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2802 members 
Mstep: Class 56 contains 3513 members 
Mstep: Class 57 contains 2979 members 
Mstep: Class 58 contains 6284 members 
Mstep: Class 59 contains 3769 members 
Mstep: Class 60 contains 3403 members 
Mstep: Class 61 contains 12433 members 
Mstep: Class 62 contains 2567 members 
Mstep: Class 63 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134458464.000000 Penalty: 217528.843750
Iteration 85Q: 64 clusters Score -1.344585e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 36739 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 41300 members 
Mstep: Class 6 contains 33847 members 
Mstep: Class 7 contains 46093 members 
Mstep: Class 8 contains 47767 members 
Mstep: Class 9 contains 15968 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6165 members 
Mstep: Class 14 contains 82665 members 
Mstep: Class 15 contains 10138 members 
Mstep: Class 16 contains 993 members 
Mstep: Class 17 contains 137921 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 23766 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 4858 members 
Mstep: Class 29 contains 24324 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 31680 members 
Mstep: Class 32 contains 4521 members 
Mstep: Class 33 contains 9880 members 
Mstep: Class 34 contains 12384 members 
Mstep: Class 35 contains 1425 members 
Mstep: Class 36 contains 3272 members 
Mstep: Class 37 contains 1468 members 
Mstep: Class 38 contains 4270 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 1414 members 
Mstep: Class 41 contains 4973 members 
Mstep: Class 42 contains 68439 members 
Mstep: Class 43 contains 8422 members 
Mstep: Class 44 contains 26905 members 
Mstep: Class 45 contains 10202 members 
Mstep: Class 46 contains 1927 members 
Mstep: Class 47 contains 8560 members 
Mstep: Class 48 contains 2651 members 
Mstep: Class 49 contains 7465 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 542 members 
Mstep: Class 52 contains 3602 members 
Mstep: Class 53 contains 236470 members 
Mstep: Class 54 contains 8635 members 
Mstep: Class 55 contains 2875 members 
Mstep: Class 56 contains 3545 members 
Mstep: Class 57 contains 3014 members 
Mstep: Class 58 contains 6302 members 
Mstep: Class 59 contains 3753 members 
Mstep: Class 60 contains 3411 members 
Mstep: Class 61 contains 12386 members 
Mstep: Class 62 contains 2596 members 
Mstep: Class 63 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459456.000000 Penalty: 217528.843750
Iteration 86Q: 64 clusters Score -1.344595e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 36722 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 33904 members 
Mstep: Class 7 contains 45860 members 
Mstep: Class 8 contains 47784 members 
Mstep: Class 9 contains 16145 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 10614 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 82588 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 137828 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 12039 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 5919 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 23748 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 4924 members 
Mstep: Class 29 contains 24303 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 31476 members 
Mstep: Class 32 contains 4519 members 
Mstep: Class 33 contains 9896 members 
Mstep: Class 34 contains 12387 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 3281 members 
Mstep: Class 37 contains 1480 members 
Mstep: Class 38 contains 4273 members 
Mstep: Class 39 contains 7293 members 
Mstep: Class 40 contains 1406 members 
Mstep: Class 41 contains 4938 members 
Mstep: Class 42 contains 68267 members 
Mstep: Class 43 contains 8571 members 
Mstep: Class 44 contains 26831 members 
Mstep: Class 45 contains 10274 members 
Mstep: Class 46 contains 1984 members 
Mstep: Class 47 contains 8708 members 
Mstep: Class 48 contains 2656 members 
Mstep: Class 49 contains 7475 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 542 members 
Mstep: Class 52 contains 3593 members 
Mstep: Class 53 contains 236702 members 
Mstep: Class 54 contains 8638 members 
Mstep: Class 55 contains 2948 members 
Mstep: Class 56 contains 3570 members 
Mstep: Class 57 contains 3046 members 
Mstep: Class 58 contains 6301 members 
Mstep: Class 59 contains 3742 members 
Mstep: Class 60 contains 3416 members 
Mstep: Class 61 contains 12355 members 
Mstep: Class 62 contains 2598 members 
Mstep: Class 63 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460160.000000 Penalty: 217528.843750
Iteration 87Q: 64 clusters Score -1.344602e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 36701 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 33952 members 
Mstep: Class 7 contains 45670 members 
Mstep: Class 8 contains 47799 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 82510 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137735 members 
Mstep: Class 18 contains 9956 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 12160 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 5893 members 
Mstep: Class 25 contains 822 members 
Mstep: Class 26 contains 23737 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 24279 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 31250 members 
Mstep: Class 32 contains 4510 members 
Mstep: Class 33 contains 9934 members 
Mstep: Class 34 contains 12386 members 
Mstep: Class 35 contains 1424 members 
Mstep: Class 36 contains 3289 members 
Mstep: Class 37 contains 1504 members 
Mstep: Class 38 contains 4274 members 
Mstep: Class 39 contains 7291 members 
Mstep: Class 40 contains 1405 members 
Mstep: Class 41 contains 4914 members 
Mstep: Class 42 contains 68129 members 
Mstep: Class 43 contains 8689 members 
Mstep: Class 44 contains 26773 members 
Mstep: Class 45 contains 10332 members 
Mstep: Class 46 contains 2028 members 
Mstep: Class 47 contains 8818 members 
Mstep: Class 48 contains 2663 members 
Mstep: Class 49 contains 7475 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 236909 members 
Mstep: Class 54 contains 8643 members 
Mstep: Class 55 contains 3015 members 
Mstep: Class 56 contains 3584 members 
Mstep: Class 57 contains 3069 members 
Mstep: Class 58 contains 6298 members 
Mstep: Class 59 contains 3749 members 
Mstep: Class 60 contains 3418 members 
Mstep: Class 61 contains 12329 members 
Mstep: Class 62 contains 2609 members 
Mstep: Class 63 contains 6340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461328.000000 Penalty: 217528.843750
Iteration 88Q: 64 clusters Score -1.344613e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 36682 members 
Mstep: Class 3 contains 4792 members 
Mstep: Class 4 contains 9694 members 
Mstep: Class 5 contains 41367 members 
Mstep: Class 6 contains 33998 members 
Mstep: Class 7 contains 45505 members 
Mstep: Class 8 contains 47803 members 
Mstep: Class 9 contains 16559 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 6255 members 
Mstep: Class 14 contains 82443 members 
Mstep: Class 15 contains 10329 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137642 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 12255 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 828 members 
Mstep: Class 26 contains 23719 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 24240 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 31047 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 9955 members 
Mstep: Class 34 contains 12398 members 
Mstep: Class 35 contains 1424 members 
Mstep: Class 36 contains 3293 members 
Mstep: Class 37 contains 1519 members 
Mstep: Class 38 contains 4275 members 
Mstep: Class 39 contains 7286 members 
Mstep: Class 40 contains 1402 members 
Mstep: Class 41 contains 4900 members 
Mstep: Class 42 contains 68003 members 
Mstep: Class 43 contains 8799 members 
Mstep: Class 44 contains 26709 members 
Mstep: Class 45 contains 10373 members 
Mstep: Class 46 contains 2055 members 
Mstep: Class 47 contains 8909 members 
Mstep: Class 48 contains 2668 members 
Mstep: Class 49 contains 7473 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 3582 members 
Mstep: Class 53 contains 237081 members 
Mstep: Class 54 contains 8642 members 
Mstep: Class 55 contains 3072 members 
Mstep: Class 56 contains 3598 members 
Mstep: Class 57 contains 3090 members 
Mstep: Class 58 contains 6290 members 
Mstep: Class 59 contains 3776 members 
Mstep: Class 60 contains 3418 members 
Mstep: Class 61 contains 12316 members 
Mstep: Class 62 contains 2612 members 
Mstep: Class 63 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462224.000000 Penalty: 217528.843750
Iteration 89Q: 64 clusters Score -1.344622e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 36666 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 5 contains 41430 members 
Mstep: Class 6 contains 34039 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 47819 members 
Mstep: Class 9 contains 16760 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 82390 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137582 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 23694 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5084 members 
Mstep: Class 29 contains 24200 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 30847 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 9971 members 
Mstep: Class 34 contains 12403 members 
Mstep: Class 35 contains 1421 members 
Mstep: Class 36 contains 3294 members 
Mstep: Class 37 contains 1545 members 
Mstep: Class 38 contains 4280 members 
Mstep: Class 39 contains 7284 members 
Mstep: Class 40 contains 1401 members 
Mstep: Class 41 contains 4882 members 
Mstep: Class 42 contains 67902 members 
Mstep: Class 43 contains 8885 members 
Mstep: Class 44 contains 26633 members 
Mstep: Class 45 contains 10400 members 
Mstep: Class 46 contains 2078 members 
Mstep: Class 47 contains 9005 members 
Mstep: Class 48 contains 2677 members 
Mstep: Class 49 contains 7473 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 3580 members 
Mstep: Class 53 contains 237199 members 
Mstep: Class 54 contains 8642 members 
Mstep: Class 55 contains 3147 members 
Mstep: Class 56 contains 3610 members 
Mstep: Class 57 contains 3105 members 
Mstep: Class 58 contains 6287 members 
Mstep: Class 59 contains 3803 members 
Mstep: Class 60 contains 3420 members 
Mstep: Class 61 contains 12305 members 
Mstep: Class 62 contains 2609 members 
Mstep: Class 63 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462496.000000 Penalty: 217528.843750
Iteration 90Q: 64 clusters Score -1.344625e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 36653 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 9577 members 
Mstep: Class 5 contains 41492 members 
Mstep: Class 6 contains 34075 members 
Mstep: Class 7 contains 45216 members 
Mstep: Class 8 contains 47849 members 
Mstep: Class 9 contains 16967 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10637 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 82352 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137517 members 
Mstep: Class 18 contains 9239 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 5836 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 23694 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 24157 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 30642 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 9975 members 
Mstep: Class 34 contains 12407 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 3296 members 
Mstep: Class 37 contains 1572 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7281 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 4872 members 
Mstep: Class 42 contains 67811 members 
Mstep: Class 43 contains 8953 members 
Mstep: Class 44 contains 26559 members 
Mstep: Class 45 contains 10422 members 
Mstep: Class 46 contains 2092 members 
Mstep: Class 47 contains 9087 members 
Mstep: Class 48 contains 2680 members 
Mstep: Class 49 contains 7473 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 3577 members 
Mstep: Class 53 contains 237293 members 
Mstep: Class 54 contains 8648 members 
Mstep: Class 55 contains 3206 members 
Mstep: Class 56 contains 3616 members 
Mstep: Class 57 contains 3120 members 
Mstep: Class 58 contains 6288 members 
Mstep: Class 59 contains 3832 members 
Mstep: Class 60 contains 3423 members 
Mstep: Class 61 contains 12295 members 
Mstep: Class 62 contains 2606 members 
Mstep: Class 63 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462448.000000 Penalty: 217528.843750
Iteration 91Q: 64 clusters Score -1.344624e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 36634 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 9532 members 
Mstep: Class 5 contains 41554 members 
Mstep: Class 6 contains 34100 members 
Mstep: Class 7 contains 45098 members 
Mstep: Class 8 contains 47853 members 
Mstep: Class 9 contains 17178 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 82291 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137464 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 12464 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 849 members 
Mstep: Class 26 contains 23675 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5171 members 
Mstep: Class 29 contains 24122 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 30445 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 9973 members 
Mstep: Class 34 contains 12429 members 
Mstep: Class 35 contains 1418 members 
Mstep: Class 36 contains 3298 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7278 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 4867 members 
Mstep: Class 42 contains 67735 members 
Mstep: Class 43 contains 9032 members 
Mstep: Class 44 contains 26503 members 
Mstep: Class 45 contains 10445 members 
Mstep: Class 46 contains 2110 members 
Mstep: Class 47 contains 9155 members 
Mstep: Class 48 contains 2688 members 
Mstep: Class 49 contains 7475 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 3573 members 
Mstep: Class 53 contains 237381 members 
Mstep: Class 54 contains 8653 members 
Mstep: Class 55 contains 3246 members 
Mstep: Class 56 contains 3620 members 
Mstep: Class 57 contains 3133 members 
Mstep: Class 58 contains 6290 members 
Mstep: Class 59 contains 3855 members 
Mstep: Class 60 contains 3421 members 
Mstep: Class 61 contains 12286 members 
Mstep: Class 62 contains 2618 members 
Mstep: Class 63 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462864.000000 Penalty: 217528.843750
Iteration 92Q: 64 clusters Score -1.344629e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 36610 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 41605 members 
Mstep: Class 6 contains 34119 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 47857 members 
Mstep: Class 9 contains 17420 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 82246 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137416 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 12524 members 
Mstep: Class 23 contains 4609 members 
Mstep: Class 24 contains 5805 members 
Mstep: Class 25 contains 850 members 
Mstep: Class 26 contains 23675 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 24063 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 30236 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 9985 members 
Mstep: Class 34 contains 12452 members 
Mstep: Class 35 contains 1414 members 
Mstep: Class 36 contains 3301 members 
Mstep: Class 37 contains 1636 members 
Mstep: Class 38 contains 4289 members 
Mstep: Class 39 contains 7275 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 4872 members 
Mstep: Class 42 contains 67666 members 
Mstep: Class 43 contains 9101 members 
Mstep: Class 44 contains 26442 members 
Mstep: Class 45 contains 10477 members 
Mstep: Class 46 contains 2119 members 
Mstep: Class 47 contains 9207 members 
Mstep: Class 48 contains 2696 members 
Mstep: Class 49 contains 7477 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 3570 members 
Mstep: Class 53 contains 237441 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 3292 members 
Mstep: Class 56 contains 3623 members 
Mstep: Class 57 contains 3141 members 
Mstep: Class 58 contains 6303 members 
Mstep: Class 59 contains 3878 members 
Mstep: Class 60 contains 3427 members 
Mstep: Class 61 contains 12280 members 
Mstep: Class 62 contains 2640 members 
Mstep: Class 63 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463600.000000 Penalty: 217528.843750
Iteration 93Q: 64 clusters Score -1.344636e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 36589 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 41635 members 
Mstep: Class 6 contains 34133 members 
Mstep: Class 7 contains 44894 members 
Mstep: Class 8 contains 47855 members 
Mstep: Class 9 contains 17667 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 82214 members 
Mstep: Class 15 contains 10973 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137377 members 
Mstep: Class 18 contains 8483 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 824 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 5797 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 23666 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5236 members 
Mstep: Class 29 contains 23993 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 30042 members 
Mstep: Class 32 contains 4491 members 
Mstep: Class 33 contains 9987 members 
Mstep: Class 34 contains 12483 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 3303 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 4293 members 
Mstep: Class 39 contains 7273 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 4876 members 
Mstep: Class 42 contains 67621 members 
Mstep: Class 43 contains 9160 members 
Mstep: Class 44 contains 26349 members 
Mstep: Class 45 contains 10509 members 
Mstep: Class 46 contains 2126 members 
Mstep: Class 47 contains 9267 members 
Mstep: Class 48 contains 2699 members 
Mstep: Class 49 contains 7477 members 
Mstep: Class 50 contains 2463 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3565 members 
Mstep: Class 53 contains 237500 members 
Mstep: Class 54 contains 8661 members 
Mstep: Class 55 contains 3333 members 
Mstep: Class 56 contains 3623 members 
Mstep: Class 57 contains 3150 members 
Mstep: Class 58 contains 6322 members 
Mstep: Class 59 contains 3904 members 
Mstep: Class 60 contains 3432 members 
Mstep: Class 61 contains 12268 members 
Mstep: Class 62 contains 2688 members 
Mstep: Class 63 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464208.000000 Penalty: 217528.843750
Iteration 94Q: 64 clusters Score -1.344642e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 36558 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 9397 members 
Mstep: Class 5 contains 41666 members 
Mstep: Class 6 contains 34149 members 
Mstep: Class 7 contains 44814 members 
Mstep: Class 8 contains 47838 members 
Mstep: Class 9 contains 17889 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10602 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 82169 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137307 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 4631 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 23674 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5264 members 
Mstep: Class 29 contains 23942 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29902 members 
Mstep: Class 32 contains 4493 members 
Mstep: Class 33 contains 10006 members 
Mstep: Class 34 contains 12531 members 
Mstep: Class 35 contains 1396 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 7271 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 4878 members 
Mstep: Class 42 contains 67577 members 
Mstep: Class 43 contains 9218 members 
Mstep: Class 44 contains 26254 members 
Mstep: Class 45 contains 10543 members 
Mstep: Class 46 contains 2129 members 
Mstep: Class 47 contains 9315 members 
Mstep: Class 48 contains 2702 members 
Mstep: Class 49 contains 7473 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3563 members 
Mstep: Class 53 contains 237547 members 
Mstep: Class 54 contains 8665 members 
Mstep: Class 55 contains 3362 members 
Mstep: Class 56 contains 3627 members 
Mstep: Class 57 contains 3150 members 
Mstep: Class 58 contains 6333 members 
Mstep: Class 59 contains 3934 members 
Mstep: Class 60 contains 3434 members 
Mstep: Class 61 contains 12264 members 
Mstep: Class 62 contains 2800 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464336.000000 Penalty: 217528.843750
Iteration 95Q: 64 clusters Score -1.344643e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 36523 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 41708 members 
Mstep: Class 6 contains 34162 members 
Mstep: Class 7 contains 44735 members 
Mstep: Class 8 contains 47823 members 
Mstep: Class 9 contains 18121 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 82134 members 
Mstep: Class 15 contains 11271 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137214 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 12670 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 23676 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 5285 members 
Mstep: Class 29 contains 23878 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29759 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 10021 members 
Mstep: Class 34 contains 12577 members 
Mstep: Class 35 contains 1391 members 
Mstep: Class 36 contains 3306 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7270 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 4885 members 
Mstep: Class 42 contains 67529 members 
Mstep: Class 43 contains 9280 members 
Mstep: Class 44 contains 26173 members 
Mstep: Class 45 contains 10575 members 
Mstep: Class 46 contains 2133 members 
Mstep: Class 47 contains 9345 members 
Mstep: Class 48 contains 2696 members 
Mstep: Class 49 contains 7470 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3559 members 
Mstep: Class 53 contains 237607 members 
Mstep: Class 54 contains 8668 members 
Mstep: Class 55 contains 3383 members 
Mstep: Class 56 contains 3630 members 
Mstep: Class 57 contains 3155 members 
Mstep: Class 58 contains 6352 members 
Mstep: Class 59 contains 3957 members 
Mstep: Class 60 contains 3439 members 
Mstep: Class 61 contains 12261 members 
Mstep: Class 62 contains 2915 members 
Mstep: Class 63 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465056.000000 Penalty: 217528.843750
Iteration 96Q: 64 clusters Score -1.344651e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 36490 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 41746 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 47810 members 
Mstep: Class 9 contains 18360 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10588 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 82111 members 
Mstep: Class 15 contains 11398 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137136 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 12697 members 
Mstep: Class 23 contains 4648 members 
Mstep: Class 24 contains 5780 members 
Mstep: Class 25 contains 867 members 
Mstep: Class 26 contains 23687 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 5305 members 
Mstep: Class 29 contains 23805 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29613 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 10032 members 
Mstep: Class 34 contains 12622 members 
Mstep: Class 35 contains 1377 members 
Mstep: Class 36 contains 3309 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7269 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 4889 members 
Mstep: Class 42 contains 67491 members 
Mstep: Class 43 contains 9349 members 
Mstep: Class 44 contains 26095 members 
Mstep: Class 45 contains 10582 members 
Mstep: Class 46 contains 2137 members 
Mstep: Class 47 contains 9400 members 
Mstep: Class 48 contains 2698 members 
Mstep: Class 49 contains 7462 members 
Mstep: Class 50 contains 2470 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3554 members 
Mstep: Class 53 contains 237643 members 
Mstep: Class 54 contains 8669 members 
Mstep: Class 55 contains 3411 members 
Mstep: Class 56 contains 3634 members 
Mstep: Class 57 contains 3163 members 
Mstep: Class 58 contains 6362 members 
Mstep: Class 59 contains 3987 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12256 members 
Mstep: Class 62 contains 3011 members 
Mstep: Class 63 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465296.000000 Penalty: 217528.843750
Iteration 97Q: 64 clusters Score -1.344653e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 36470 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 41768 members 
Mstep: Class 6 contains 34178 members 
Mstep: Class 7 contains 44571 members 
Mstep: Class 8 contains 47806 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10581 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 6332 members 
Mstep: Class 14 contains 82116 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 137051 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 12708 members 
Mstep: Class 23 contains 4658 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 23697 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 5311 members 
Mstep: Class 29 contains 23740 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29479 members 
Mstep: Class 32 contains 4503 members 
Mstep: Class 33 contains 10042 members 
Mstep: Class 34 contains 12657 members 
Mstep: Class 35 contains 1366 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1714 members 
Mstep: Class 38 contains 4284 members 
Mstep: Class 39 contains 7270 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4899 members 
Mstep: Class 42 contains 67460 members 
Mstep: Class 43 contains 9419 members 
Mstep: Class 44 contains 26040 members 
Mstep: Class 45 contains 10584 members 
Mstep: Class 46 contains 2140 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 2696 members 
Mstep: Class 49 contains 7452 members 
Mstep: Class 50 contains 2473 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3552 members 
Mstep: Class 53 contains 237676 members 
Mstep: Class 54 contains 8672 members 
Mstep: Class 55 contains 3429 members 
Mstep: Class 56 contains 3632 members 
Mstep: Class 57 contains 3166 members 
Mstep: Class 58 contains 6377 members 
Mstep: Class 59 contains 4038 members 
Mstep: Class 60 contains 3448 members 
Mstep: Class 61 contains 12252 members 
Mstep: Class 62 contains 3099 members 
Mstep: Class 63 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465248.000000 Penalty: 217528.843750
Iteration 98Q: 64 clusters Score -1.344652e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 36445 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 41806 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 47791 members 
Mstep: Class 9 contains 18727 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10567 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 82121 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136965 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 12725 members 
Mstep: Class 23 contains 4663 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 23669 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 23685 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29369 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 10052 members 
Mstep: Class 34 contains 12665 members 
Mstep: Class 35 contains 1354 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1713 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7267 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4900 members 
Mstep: Class 42 contains 67419 members 
Mstep: Class 43 contains 9471 members 
Mstep: Class 44 contains 25982 members 
Mstep: Class 45 contains 10590 members 
Mstep: Class 46 contains 2144 members 
Mstep: Class 47 contains 9490 members 
Mstep: Class 48 contains 2692 members 
Mstep: Class 49 contains 7442 members 
Mstep: Class 50 contains 2479 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3549 members 
Mstep: Class 53 contains 237713 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 3447 members 
Mstep: Class 56 contains 3632 members 
Mstep: Class 57 contains 3170 members 
Mstep: Class 58 contains 6389 members 
Mstep: Class 59 contains 4125 members 
Mstep: Class 60 contains 3452 members 
Mstep: Class 61 contains 12248 members 
Mstep: Class 62 contains 3165 members 
Mstep: Class 63 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465440.000000 Penalty: 217528.843750
Iteration 99Q: 64 clusters Score -1.344654e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 36429 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9256 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 34196 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 47785 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10558 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 82112 members 
Mstep: Class 15 contains 11732 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136892 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 12752 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 23639 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 5333 members 
Mstep: Class 29 contains 23620 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 29253 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 10064 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1344 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 1714 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7263 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4911 members 
Mstep: Class 42 contains 67368 members 
Mstep: Class 43 contains 9520 members 
Mstep: Class 44 contains 25925 members 
Mstep: Class 45 contains 10587 members 
Mstep: Class 46 contains 2146 members 
Mstep: Class 47 contains 9526 members 
Mstep: Class 48 contains 2689 members 
Mstep: Class 49 contains 7436 members 
Mstep: Class 50 contains 2485 members 
Mstep: Class 51 contains 545 members 
Mstep: Class 52 contains 3544 members 
Mstep: Class 53 contains 237749 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 3456 members 
Mstep: Class 56 contains 3632 members 
Mstep: Class 57 contains 3173 members 
Mstep: Class 58 contains 6409 members 
Mstep: Class 59 contains 4215 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 12248 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466000.000000 Penalty: 217528.843750
Iteration 100F: 64 clusters Score -1.34466e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 36420 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 34201 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 47769 members 
Mstep: Class 9 contains 19101 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 82089 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136858 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 12765 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 5739 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 23558 members 
Mstep: Class 27 contains 7234 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 23558 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 29104 members 
Mstep: Class 32 contains 4513 members 
Mstep: Class 33 contains 10069 members 
Mstep: Class 34 contains 12660 members 
Mstep: Class 35 contains 1336 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7264 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4919 members 
Mstep: Class 42 contains 67320 members 
Mstep: Class 43 contains 9557 members 
Mstep: Class 44 contains 25866 members 
Mstep: Class 45 contains 10587 members 
Mstep: Class 46 contains 2183 members 
Mstep: Class 47 contains 9561 members 
Mstep: Class 48 contains 2685 members 
Mstep: Class 49 contains 7433 members 
Mstep: Class 50 contains 2487 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3540 members 
Mstep: Class 53 contains 237788 members 
Mstep: Class 54 contains 8683 members 
Mstep: Class 55 contains 3465 members 
Mstep: Class 56 contains 3659 members 
Mstep: Class 57 contains 3174 members 
Mstep: Class 58 contains 6420 members 
Mstep: Class 59 contains 4336 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 12248 members 
Mstep: Class 62 contains 3249 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466528.000000 Penalty: 217528.843750
Iteration 101Q: 64 clusters Score -1.344665e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 36402 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 41943 members 
Mstep: Class 6 contains 34202 members 
Mstep: Class 7 contains 44333 members 
Mstep: Class 8 contains 47770 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 82075 members 
Mstep: Class 15 contains 11893 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136834 members 
Mstep: Class 18 contains 7046 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 12773 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 23422 members 
Mstep: Class 27 contains 7231 members 
Mstep: Class 28 contains 5386 members 
Mstep: Class 29 contains 23515 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28960 members 
Mstep: Class 32 contains 4535 members 
Mstep: Class 33 contains 10070 members 
Mstep: Class 34 contains 12649 members 
Mstep: Class 35 contains 1327 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7263 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4925 members 
Mstep: Class 42 contains 67281 members 
Mstep: Class 43 contains 9589 members 
Mstep: Class 44 contains 25807 members 
Mstep: Class 45 contains 10593 members 
Mstep: Class 46 contains 2210 members 
Mstep: Class 47 contains 9582 members 
Mstep: Class 48 contains 2682 members 
Mstep: Class 49 contains 7431 members 
Mstep: Class 50 contains 2488 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3537 members 
Mstep: Class 53 contains 237816 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 3474 members 
Mstep: Class 56 contains 3694 members 
Mstep: Class 57 contains 3175 members 
Mstep: Class 58 contains 6425 members 
Mstep: Class 59 contains 4479 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 12249 members 
Mstep: Class 62 contains 3286 members 
Mstep: Class 63 contains 6356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134466832.000000 Penalty: 217528.843750
Iteration 102Q: 64 clusters Score -1.344668e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 36386 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 9209 members 
Mstep: Class 5 contains 42001 members 
Mstep: Class 6 contains 34205 members 
Mstep: Class 7 contains 44271 members 
Mstep: Class 8 contains 47794 members 
Mstep: Class 9 contains 19465 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 82048 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136807 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 23317 members 
Mstep: Class 27 contains 7234 members 
Mstep: Class 28 contains 5405 members 
Mstep: Class 29 contains 23454 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28838 members 
Mstep: Class 32 contains 4551 members 
Mstep: Class 33 contains 10078 members 
Mstep: Class 34 contains 12628 members 
Mstep: Class 35 contains 1321 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1729 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7263 members 
Mstep: Class 40 contains 1388 members 
Mstep: Class 41 contains 4932 members 
Mstep: Class 42 contains 67226 members 
Mstep: Class 43 contains 9627 members 
Mstep: Class 44 contains 25761 members 
Mstep: Class 45 contains 10600 members 
Mstep: Class 46 contains 2220 members 
Mstep: Class 47 contains 9612 members 
Mstep: Class 48 contains 2681 members 
Mstep: Class 49 contains 7426 members 
Mstep: Class 50 contains 2491 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3535 members 
Mstep: Class 53 contains 237832 members 
Mstep: Class 54 contains 8687 members 
Mstep: Class 55 contains 3477 members 
Mstep: Class 56 contains 3722 members 
Mstep: Class 57 contains 3175 members 
Mstep: Class 58 contains 6438 members 
Mstep: Class 59 contains 4656 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 12249 members 
Mstep: Class 62 contains 3315 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467008.000000 Penalty: 217528.843750
Iteration 103Q: 64 clusters Score -1.34467e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 36368 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9207 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 34211 members 
Mstep: Class 7 contains 44209 members 
Mstep: Class 8 contains 47796 members 
Mstep: Class 9 contains 19633 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10557 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136774 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 12802 members 
Mstep: Class 23 contains 4689 members 
Mstep: Class 24 contains 5717 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 23262 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 23402 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28726 members 
Mstep: Class 32 contains 4583 members 
Mstep: Class 33 contains 10101 members 
Mstep: Class 34 contains 12605 members 
Mstep: Class 35 contains 1311 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1734 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7261 members 
Mstep: Class 40 contains 1388 members 
Mstep: Class 41 contains 4930 members 
Mstep: Class 42 contains 67175 members 
Mstep: Class 43 contains 9661 members 
Mstep: Class 44 contains 25709 members 
Mstep: Class 45 contains 10596 members 
Mstep: Class 46 contains 2226 members 
Mstep: Class 47 contains 9635 members 
Mstep: Class 48 contains 2678 members 
Mstep: Class 49 contains 7423 members 
Mstep: Class 50 contains 2495 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3534 members 
Mstep: Class 53 contains 237861 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3477 members 
Mstep: Class 56 contains 3761 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6452 members 
Mstep: Class 59 contains 4800 members 
Mstep: Class 60 contains 3452 members 
Mstep: Class 61 contains 12248 members 
Mstep: Class 62 contains 3341 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134467744.000000 Penalty: 217528.843750
Iteration 104Q: 64 clusters Score -1.344677e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 36356 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 9202 members 
Mstep: Class 5 contains 42091 members 
Mstep: Class 6 contains 34214 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 47794 members 
Mstep: Class 9 contains 19783 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10560 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 81991 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136750 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 12812 members 
Mstep: Class 23 contains 4697 members 
Mstep: Class 24 contains 5707 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 23189 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 23366 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28606 members 
Mstep: Class 32 contains 4616 members 
Mstep: Class 33 contains 10106 members 
Mstep: Class 34 contains 12584 members 
Mstep: Class 35 contains 1303 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1735 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7261 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 4933 members 
Mstep: Class 42 contains 67136 members 
Mstep: Class 43 contains 9697 members 
Mstep: Class 44 contains 25668 members 
Mstep: Class 45 contains 10602 members 
Mstep: Class 46 contains 2231 members 
Mstep: Class 47 contains 9679 members 
Mstep: Class 48 contains 2674 members 
Mstep: Class 49 contains 7419 members 
Mstep: Class 50 contains 2498 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3533 members 
Mstep: Class 53 contains 237883 members 
Mstep: Class 54 contains 8690 members 
Mstep: Class 55 contains 3476 members 
Mstep: Class 56 contains 3809 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6460 members 
Mstep: Class 59 contains 4921 members 
Mstep: Class 60 contains 3452 members 
Mstep: Class 61 contains 12244 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134468560.000000 Penalty: 217528.843750
Iteration 105Q: 64 clusters Score -1.344686e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 36339 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 9192 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 34221 members 
Mstep: Class 7 contains 44049 members 
Mstep: Class 8 contains 47802 members 
Mstep: Class 9 contains 19930 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 81965 members 
Mstep: Class 15 contains 12117 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136726 members 
Mstep: Class 18 contains 6514 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12825 members 
Mstep: Class 23 contains 4699 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 23129 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 23324 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28475 members 
Mstep: Class 32 contains 4654 members 
Mstep: Class 33 contains 10099 members 
Mstep: Class 34 contains 12564 members 
Mstep: Class 35 contains 1296 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 4285 members 
Mstep: Class 39 contains 7261 members 
Mstep: Class 40 contains 1385 members 
Mstep: Class 41 contains 4938 members 
Mstep: Class 42 contains 67101 members 
Mstep: Class 43 contains 9736 members 
Mstep: Class 44 contains 25618 members 
Mstep: Class 45 contains 10604 members 
Mstep: Class 46 contains 2234 members 
Mstep: Class 47 contains 9715 members 
Mstep: Class 48 contains 2669 members 
Mstep: Class 49 contains 7414 members 
Mstep: Class 50 contains 2502 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3530 members 
Mstep: Class 53 contains 237927 members 
Mstep: Class 54 contains 8690 members 
Mstep: Class 55 contains 3484 members 
Mstep: Class 56 contains 3851 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6469 members 
Mstep: Class 59 contains 4994 members 
Mstep: Class 60 contains 3455 members 
Mstep: Class 61 contains 12241 members 
Mstep: Class 62 contains 3380 members 
Mstep: Class 63 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134468912.000000 Penalty: 217528.843750
Iteration 106Q: 64 clusters Score -1.344689e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 36331 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 42147 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 43975 members 
Mstep: Class 8 contains 47795 members 
Mstep: Class 9 contains 20064 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 81958 members 
Mstep: Class 15 contains 12167 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136700 members 
Mstep: Class 18 contains 6491 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 5690 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 23072 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 23282 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28370 members 
Mstep: Class 32 contains 4693 members 
Mstep: Class 33 contains 10110 members 
Mstep: Class 34 contains 12552 members 
Mstep: Class 35 contains 1287 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1746 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7258 members 
Mstep: Class 40 contains 1382 members 
Mstep: Class 41 contains 4943 members 
Mstep: Class 42 contains 67080 members 
Mstep: Class 43 contains 9788 members 
Mstep: Class 44 contains 25568 members 
Mstep: Class 45 contains 10602 members 
Mstep: Class 46 contains 2236 members 
Mstep: Class 47 contains 9743 members 
Mstep: Class 48 contains 2668 members 
Mstep: Class 49 contains 7410 members 
Mstep: Class 50 contains 2508 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3526 members 
Mstep: Class 53 contains 237947 members 
Mstep: Class 54 contains 8692 members 
Mstep: Class 55 contains 3485 members 
Mstep: Class 56 contains 3886 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6470 members 
Mstep: Class 59 contains 4992 members 
Mstep: Class 60 contains 3456 members 
Mstep: Class 61 contains 12238 members 
Mstep: Class 62 contains 3389 members 
Mstep: Class 63 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469312.000000 Penalty: 217528.843750
Iteration 107Q: 64 clusters Score -1.344693e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 36322 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 9181 members 
Mstep: Class 5 contains 42184 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 43900 members 
Mstep: Class 8 contains 47783 members 
Mstep: Class 9 contains 20207 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10585 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 81954 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136669 members 
Mstep: Class 18 contains 6493 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 12838 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 23018 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 23251 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28259 members 
Mstep: Class 32 contains 4736 members 
Mstep: Class 33 contains 10115 members 
Mstep: Class 34 contains 12533 members 
Mstep: Class 35 contains 1280 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1746 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7258 members 
Mstep: Class 40 contains 1384 members 
Mstep: Class 41 contains 4950 members 
Mstep: Class 42 contains 67051 members 
Mstep: Class 43 contains 9833 members 
Mstep: Class 44 contains 25520 members 
Mstep: Class 45 contains 10608 members 
Mstep: Class 46 contains 2238 members 
Mstep: Class 47 contains 9774 members 
Mstep: Class 48 contains 2665 members 
Mstep: Class 49 contains 7405 members 
Mstep: Class 50 contains 2508 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3527 members 
Mstep: Class 53 contains 237963 members 
Mstep: Class 54 contains 8691 members 
Mstep: Class 55 contains 3483 members 
Mstep: Class 56 contains 3928 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6463 members 
Mstep: Class 59 contains 4967 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 12238 members 
Mstep: Class 62 contains 3404 members 
Mstep: Class 63 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469536.000000 Penalty: 217528.843750
Iteration 108Q: 64 clusters Score -1.344695e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 36306 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 42215 members 
Mstep: Class 6 contains 34228 members 
Mstep: Class 7 contains 43841 members 
Mstep: Class 8 contains 47774 members 
Mstep: Class 9 contains 20348 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10594 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 81963 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136639 members 
Mstep: Class 18 contains 6513 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 12846 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 5673 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 22956 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 23223 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28141 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 10129 members 
Mstep: Class 34 contains 12517 members 
Mstep: Class 35 contains 1276 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1749 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7259 members 
Mstep: Class 40 contains 1385 members 
Mstep: Class 41 contains 4963 members 
Mstep: Class 42 contains 67026 members 
Mstep: Class 43 contains 9871 members 
Mstep: Class 44 contains 25469 members 
Mstep: Class 45 contains 10615 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 9798 members 
Mstep: Class 48 contains 2665 members 
Mstep: Class 49 contains 7403 members 
Mstep: Class 50 contains 2508 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3527 members 
Mstep: Class 53 contains 237985 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 3478 members 
Mstep: Class 56 contains 3958 members 
Mstep: Class 57 contains 3177 members 
Mstep: Class 58 contains 6464 members 
Mstep: Class 59 contains 4917 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 12236 members 
Mstep: Class 62 contains 3416 members 
Mstep: Class 63 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469664.000000 Penalty: 217528.843750
Iteration 109Q: 64 clusters Score -1.344697e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 36296 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 9169 members 
Mstep: Class 5 contains 42249 members 
Mstep: Class 6 contains 34232 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 47778 members 
Mstep: Class 9 contains 20477 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10598 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 81970 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136604 members 
Mstep: Class 18 contains 6531 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12856 members 
Mstep: Class 23 contains 4710 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 22907 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 23196 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 28028 members 
Mstep: Class 32 contains 4843 members 
Mstep: Class 33 contains 10135 members 
Mstep: Class 34 contains 12502 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 3310 members 
Mstep: Class 37 contains 1750 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7260 members 
Mstep: Class 40 contains 1383 members 
Mstep: Class 41 contains 4968 members 
Mstep: Class 42 contains 67003 members 
Mstep: Class 43 contains 9902 members 
Mstep: Class 44 contains 25414 members 
Mstep: Class 45 contains 10627 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 9817 members 
Mstep: Class 48 contains 2667 members 
Mstep: Class 49 contains 7404 members 
Mstep: Class 50 contains 2508 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3527 members 
Mstep: Class 53 contains 238008 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 3481 members 
Mstep: Class 56 contains 3973 members 
Mstep: Class 57 contains 3178 members 
Mstep: Class 58 contains 6475 members 
Mstep: Class 59 contains 4859 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 12234 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469504.000000 Penalty: 217528.843750
Iteration 110Q: 64 clusters Score -1.344695e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 36278 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 6 contains 34230 members 
Mstep: Class 7 contains 43726 members 
Mstep: Class 8 contains 47795 members 
Mstep: Class 9 contains 20593 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10604 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 81950 members 
Mstep: Class 15 contains 12364 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136586 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12867 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 22837 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 23177 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27951 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 10145 members 
Mstep: Class 34 contains 12480 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1752 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7262 members 
Mstep: Class 40 contains 1383 members 
Mstep: Class 41 contains 4969 members 
Mstep: Class 42 contains 66983 members 
Mstep: Class 43 contains 9938 members 
Mstep: Class 44 contains 25362 members 
Mstep: Class 45 contains 10632 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 9846 members 
Mstep: Class 48 contains 2667 members 
Mstep: Class 49 contains 7406 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3527 members 
Mstep: Class 53 contains 238019 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 3483 members 
Mstep: Class 56 contains 3982 members 
Mstep: Class 57 contains 3179 members 
Mstep: Class 58 contains 6486 members 
Mstep: Class 59 contains 4806 members 
Mstep: Class 60 contains 3459 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3429 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469632.000000 Penalty: 217528.843750
Iteration 111Q: 64 clusters Score -1.344696e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 42316 members 
Mstep: Class 6 contains 34232 members 
Mstep: Class 7 contains 43668 members 
Mstep: Class 8 contains 47805 members 
Mstep: Class 9 contains 20707 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 81945 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136576 members 
Mstep: Class 18 contains 6580 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12873 members 
Mstep: Class 23 contains 4713 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22781 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 5555 members 
Mstep: Class 29 contains 23142 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27878 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 10156 members 
Mstep: Class 34 contains 12463 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7264 members 
Mstep: Class 40 contains 1383 members 
Mstep: Class 41 contains 4973 members 
Mstep: Class 42 contains 66956 members 
Mstep: Class 43 contains 9976 members 
Mstep: Class 44 contains 25307 members 
Mstep: Class 45 contains 10637 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 2669 members 
Mstep: Class 49 contains 7404 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3526 members 
Mstep: Class 53 contains 238035 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 3481 members 
Mstep: Class 56 contains 3996 members 
Mstep: Class 57 contains 3179 members 
Mstep: Class 58 contains 6493 members 
Mstep: Class 59 contains 4755 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3437 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469872.000000 Penalty: 217528.843750
Iteration 112Q: 64 clusters Score -1.344699e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 36244 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 42340 members 
Mstep: Class 6 contains 34228 members 
Mstep: Class 7 contains 43610 members 
Mstep: Class 8 contains 47818 members 
Mstep: Class 9 contains 20848 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 81945 members 
Mstep: Class 15 contains 12431 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136554 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12881 members 
Mstep: Class 23 contains 4717 members 
Mstep: Class 24 contains 5646 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22737 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 5571 members 
Mstep: Class 29 contains 23095 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27815 members 
Mstep: Class 32 contains 4975 members 
Mstep: Class 33 contains 10164 members 
Mstep: Class 34 contains 12444 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7264 members 
Mstep: Class 40 contains 1382 members 
Mstep: Class 41 contains 4979 members 
Mstep: Class 42 contains 66934 members 
Mstep: Class 43 contains 10010 members 
Mstep: Class 44 contains 25240 members 
Mstep: Class 45 contains 10647 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 9872 members 
Mstep: Class 48 contains 2670 members 
Mstep: Class 49 contains 7404 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238050 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4010 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6509 members 
Mstep: Class 59 contains 4716 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3440 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469840.000000 Penalty: 217528.843750
Iteration 113Q: 64 clusters Score -1.344698e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 36233 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 34230 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 47825 members 
Mstep: Class 9 contains 20988 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10621 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 81914 members 
Mstep: Class 15 contains 12464 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136538 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 4717 members 
Mstep: Class 24 contains 5641 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22681 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 23055 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27760 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 10164 members 
Mstep: Class 34 contains 12424 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3311 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4984 members 
Mstep: Class 42 contains 66924 members 
Mstep: Class 43 contains 10033 members 
Mstep: Class 44 contains 25175 members 
Mstep: Class 45 contains 10651 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9897 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7404 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238062 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 3476 members 
Mstep: Class 56 contains 4019 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6511 members 
Mstep: Class 59 contains 4680 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3441 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134469936.000000 Penalty: 217528.843750
Iteration 114Q: 64 clusters Score -1.344699e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 36216 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 42384 members 
Mstep: Class 6 contains 34234 members 
Mstep: Class 7 contains 43544 members 
Mstep: Class 8 contains 47837 members 
Mstep: Class 9 contains 21130 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10622 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 81914 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136521 members 
Mstep: Class 18 contains 6672 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12897 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 5630 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22627 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 5591 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27697 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 10169 members 
Mstep: Class 34 contains 12408 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3312 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4985 members 
Mstep: Class 42 contains 66908 members 
Mstep: Class 43 contains 10061 members 
Mstep: Class 44 contains 25110 members 
Mstep: Class 45 contains 10661 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9915 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7403 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238074 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4028 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6519 members 
Mstep: Class 59 contains 4637 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3443 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134470080.000000 Penalty: 217528.843750
Iteration 115Q: 64 clusters Score -1.344701e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 36208 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9151 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 34236 members 
Mstep: Class 7 contains 43513 members 
Mstep: Class 8 contains 47838 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6297 members 
Mstep: Class 14 contains 81905 members 
Mstep: Class 15 contains 12525 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136508 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12902 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22552 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 22947 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27655 members 
Mstep: Class 32 contains 5093 members 
Mstep: Class 33 contains 10170 members 
Mstep: Class 34 contains 12391 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1753 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4987 members 
Mstep: Class 42 contains 66892 members 
Mstep: Class 43 contains 10085 members 
Mstep: Class 44 contains 25046 members 
Mstep: Class 45 contains 10676 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9942 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7401 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238080 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4033 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6526 members 
Mstep: Class 59 contains 4602 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3444 members 
Mstep: Class 63 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134470048.000000 Penalty: 217528.843750
Iteration 116Q: 64 clusters Score -1.3447e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 36198 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9146 members 
Mstep: Class 5 contains 42429 members 
Mstep: Class 6 contains 34242 members 
Mstep: Class 7 contains 43492 members 
Mstep: Class 8 contains 47858 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 81902 members 
Mstep: Class 15 contains 12566 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136493 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12907 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22483 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 22886 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27608 members 
Mstep: Class 32 contains 5129 members 
Mstep: Class 33 contains 10172 members 
Mstep: Class 34 contains 12369 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1753 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4992 members 
Mstep: Class 42 contains 66872 members 
Mstep: Class 43 contains 10100 members 
Mstep: Class 44 contains 24981 members 
Mstep: Class 45 contains 10687 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9961 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7397 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238091 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4037 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6529 members 
Mstep: Class 59 contains 4564 members 
Mstep: Class 60 contains 3460 members 
Mstep: Class 61 contains 12225 members 
Mstep: Class 62 contains 3445 members 
Mstep: Class 63 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134470064.000000 Penalty: 217528.843750
Iteration 117Q: 64 clusters Score -1.344701e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 36188 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9143 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 34242 members 
Mstep: Class 7 contains 43467 members 
Mstep: Class 8 contains 47864 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 81902 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136464 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12907 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 5616 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22416 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 22818 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27577 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 10178 members 
Mstep: Class 34 contains 12351 members 
Mstep: Class 35 contains 1272 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1753 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4995 members 
Mstep: Class 42 contains 66855 members 
Mstep: Class 43 contains 10124 members 
Mstep: Class 44 contains 24924 members 
Mstep: Class 45 contains 10700 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9978 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7397 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238106 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4041 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6538 members 
Mstep: Class 59 contains 4526 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12222 members 
Mstep: Class 62 contains 3447 members 
Mstep: Class 63 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134470016.000000 Penalty: 217528.843750
Iteration 118Q: 64 clusters Score -1.3447e+08 nChanged 578
Entering ConstructFrom: 
Score: -134470016.000000 Penalty: 217528.843750
Entering ConstructFrom: 
Trying to split cluster 1 (10908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Entering Unmasked Estep 
Score: -1309932.750000 Penalty: 2305.718506
	Iteration 0F: 2 clusters Score -1309933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1301735.625000 Penalty: 4611.437012
	Iteration 0F: 3 clusters Score -1301736 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1304791.000000 Penalty: 4611.437012
	Iteration 1F: 3 clusters Score -1304791 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1305851.250000 Penalty: 4611.437012
	Iteration 2F: 3 clusters Score -1305851 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1306676.250000 Penalty: 4611.437012
	Iteration 3F: 3 clusters Score -1306676 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1307291.000000 Penalty: 4611.437012
	Iteration 4F: 3 clusters Score -1307291 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1307725.250000 Penalty: 4611.437012
	Iteration 5F: 3 clusters Score -1307725 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1308025.000000 Penalty: 4611.437012
	Iteration 6F: 3 clusters Score -1308025 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1308218.625000 Penalty: 4611.437012
	Iteration 7Q: 3 clusters Score -1308219 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1308346.125000 Penalty: 4611.437012
	Iteration 8Q: 3 clusters Score -1308346 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1308435.625000 Penalty: 4611.437012
	Iteration 9Q: 3 clusters Score -1308436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1308501.875000 Penalty: 4611.437012
	Iteration 10Q: 3 clusters Score -1308502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1308563.625000 Penalty: 4611.437012
	Iteration 11Q: 3 clusters Score -1308564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1308634.125000 Penalty: 4611.437012
	Iteration 12Q: 3 clusters Score -1308634 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1308714.625000 Penalty: 4611.437012
	Iteration 13Q: 3 clusters Score -1308715 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1308806.500000 Penalty: 4611.437012
	Iteration 14Q: 3 clusters Score -1308806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1308912.500000 Penalty: 4611.437012
	Iteration 15Q: 3 clusters Score -1308912 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1309026.250000 Penalty: 4611.437012
	Iteration 16Q: 3 clusters Score -1309026 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1309155.875000 Penalty: 4611.437012
	Iteration 17Q: 3 clusters Score -1309156 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1309303.125000 Penalty: 4611.437012
	Iteration 18Q: 3 clusters Score -1309303 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1309472.125000 Penalty: 4611.437012
	Iteration 19Q: 3 clusters Score -1309472 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1309653.500000 Penalty: 4611.437012
	Iteration 20F: 3 clusters Score -1309654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1309877.500000 Penalty: 4611.437012
	Iteration 21Q: 3 clusters Score -1309878 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1310116.375000 Penalty: 4611.437012
	Iteration 22Q: 3 clusters Score -1310116 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1310341.125000 Penalty: 4611.437012
	Iteration 23Q: 3 clusters Score -1310341 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1310578.375000 Penalty: 4611.437012
	Iteration 24Q: 3 clusters Score -1310578 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1310826.000000 Penalty: 4611.437012
	Iteration 25Q: 3 clusters Score -1310826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1311142.125000 Penalty: 4611.437012
	Iteration 26Q: 3 clusters Score -1311142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1311521.125000 Penalty: 4611.437012
	Iteration 27Q: 3 clusters Score -1311521 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1311846.625000 Penalty: 4611.437012
	Iteration 28Q: 3 clusters Score -1311847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1311985.375000 Penalty: 4611.437012
	Iteration 29Q: 3 clusters Score -1311985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1312010.000000 Penalty: 4611.437012
	Iteration 30Q: 3 clusters Score -1312010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1312009.875000 Penalty: 4611.437012
	Iteration 31Q: 3 clusters Score -1312010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1312009.125000 Penalty: 4611.437012
	Iteration 32Q: 3 clusters Score -1312009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1312010.000000 Penalty: 4611.437012
	Iteration 33F: 3 clusters Score -1312010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1312012.000000 Penalty: 4611.437012
	Iteration 34Q: 3 clusters Score -1312012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1312012.000000 Penalty: 4611.437012
	Iteration 35F: 3 clusters Score -1312012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 9144 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 6838 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12899 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Entering Unmasked Estep 
Score: -134471120.000000 Penalty: 220981.687500
Splitting cluster 1 changes total score from -134470016.000000 to -134471120.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 2 (36180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Entering Unmasked Estep 
Score: -4577106.500000 Penalty: 2603.072754
	Iteration 0F: 2 clusters Score -4577106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4552363.000000 Penalty: 5206.145508
	Iteration 0F: 3 clusters Score -4552363 nChanged 16512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4561444.000000 Penalty: 5206.145508
	Iteration 1F: 3 clusters Score -4561444 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4561980.000000 Penalty: 5206.145508
	Iteration 2Q: 3 clusters Score -4561980 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4562516.000000 Penalty: 5206.145508
	Iteration 3Q: 3 clusters Score -4562516 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4563108.000000 Penalty: 5206.145508
	Iteration 4Q: 3 clusters Score -4563108 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4563881.000000 Penalty: 5206.145508
	Iteration 5Q: 3 clusters Score -4563881 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4564831.500000 Penalty: 5206.145508
	Iteration 6F: 3 clusters Score -4564832 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4565995.000000 Penalty: 5206.145508
	Iteration 7F: 3 clusters Score -4565995 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4567466.000000 Penalty: 5206.145508
	Iteration 8F: 3 clusters Score -4567466 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5206.145508
	Iteration 9F: 3 clusters Score -4569228 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4570903.500000 Penalty: 5206.145508
	Iteration 10F: 3 clusters Score -4570904 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4572084.500000 Penalty: 5206.145508
	Iteration 11Q: 3 clusters Score -4572084 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4572648.500000 Penalty: 5206.145508
	Iteration 12Q: 3 clusters Score -4572648 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4572904.500000 Penalty: 5206.145508
	Iteration 13Q: 3 clusters Score -4572904 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4573078.000000 Penalty: 5206.145508
	Iteration 14Q: 3 clusters Score -4573078 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4573204.000000 Penalty: 5206.145508
	Iteration 15Q: 3 clusters Score -4573204 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4573298.500000 Penalty: 5206.145508
	Iteration 16Q: 3 clusters Score -4573298 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4573383.500000 Penalty: 5206.145508
	Iteration 17Q: 3 clusters Score -4573384 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4573467.000000 Penalty: 5206.145508
	Iteration 18Q: 3 clusters Score -4573467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -4573522.500000 Penalty: 5206.145508
	Iteration 19Q: 3 clusters Score -4573522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4573573.000000 Penalty: 5206.145508
	Iteration 20F: 3 clusters Score -4573573 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4573592.000000 Penalty: 5206.145508
	Iteration 21Q: 3 clusters Score -4573592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4573651.500000 Penalty: 5206.145508
	Iteration 22Q: 3 clusters Score -4573652 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4573673.000000 Penalty: 5206.145508
	Iteration 23Q: 3 clusters Score -4573673 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4573737.000000 Penalty: 5206.145508
	Iteration 24Q: 3 clusters Score -4573737 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4573783.500000 Penalty: 5206.145508
	Iteration 25Q: 3 clusters Score -4573784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -4573831.000000 Penalty: 5206.145508
	Iteration 26Q: 3 clusters Score -4573831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4573860.500000 Penalty: 5206.145508
	Iteration 27Q: 3 clusters Score -4573860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4573879.000000 Penalty: 5206.145508
	Iteration 28Q: 3 clusters Score -4573879 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4573909.500000 Penalty: 5206.145508
	Iteration 29Q: 3 clusters Score -4573910 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4573940.000000 Penalty: 5206.145508
	Iteration 30Q: 3 clusters Score -4573940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4573960.000000 Penalty: 5206.145508
	Iteration 31Q: 3 clusters Score -4573960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4573977.500000 Penalty: 5206.145508
	Iteration 32Q: 3 clusters Score -4573978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4573989.000000 Penalty: 5206.145508
	Iteration 33Q: 3 clusters Score -4573989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4574021.500000 Penalty: 5206.145508
	Iteration 34Q: 3 clusters Score -4574022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4574026.000000 Penalty: 5206.145508
	Iteration 35Q: 3 clusters Score -4574026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4574053.500000 Penalty: 5206.145508
	Iteration 36Q: 3 clusters Score -4574054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4574076.000000 Penalty: 5206.145508
	Iteration 37Q: 3 clusters Score -4574076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4574075.000000 Penalty: 5206.145508
	Iteration 38Q: 3 clusters Score -4574075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4574088.500000 Penalty: 5206.145508
	Iteration 39Q: 3 clusters Score -4574088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4574122.000000 Penalty: 5206.145508
	Iteration 40F: 3 clusters Score -4574122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4574123.000000 Penalty: 5206.145508
	Iteration 41Q: 3 clusters Score -4574123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4574127.500000 Penalty: 5206.145508
	Iteration 42Q: 3 clusters Score -4574128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4574159.500000 Penalty: 5206.145508
	Iteration 43Q: 3 clusters Score -4574160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4574188.500000 Penalty: 5206.145508
	Iteration 44Q: 3 clusters Score -4574188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4574215.500000 Penalty: 5206.145508
	Iteration 45Q: 3 clusters Score -4574216 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4574248 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4574276 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4574307.500000 Penalty: 5206.145508
	Iteration 48Q: 3 clusters Score -4574308 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4574328.500000 Penalty: 5206.145508
	Iteration 49Q: 3 clusters Score -4574328 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4574361.500000 Penalty: 5206.145508
	Iteration 50Q: 3 clusters Score -4574362 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4574391.000000 Penalty: 5206.145508
	Iteration 51Q: 3 clusters Score -4574391 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4574424 nChanged 97
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Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4574448 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4574483 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4574507 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4574538 nChanged 76
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Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4574560 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4574552 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4574576 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4574603.500000 Penalty: 5206.145508
	Iteration 60F: 3 clusters Score -4574604 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4574616 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4574633.500000 Penalty: 5206.145508
	Iteration 62Q: 3 clusters Score -4574634 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4574654.000000 Penalty: 5206.145508
	Iteration 63Q: 3 clusters Score -4574654 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4574667 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4574692.500000 Penalty: 5206.145508
	Iteration 65Q: 3 clusters Score -4574692 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4574691.500000 Penalty: 5206.145508
	Iteration 66Q: 3 clusters Score -4574692 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4574697 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4574700 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4574712 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4574712 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4574717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4574723.500000 Penalty: 5206.145508
	Iteration 72Q: 3 clusters Score -4574724 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4574732 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4574728 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4574742.500000 Penalty: 5206.145508
	Iteration 75Q: 3 clusters Score -4574742 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4574748 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4574756 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4574764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4574757 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4574761.000000 Penalty: 5206.145508
	Iteration 80F: 3 clusters Score -4574761 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4574765 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4574761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4574766 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4574765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4574765.500000 Penalty: 5206.145508
	Iteration 85Q: 3 clusters Score -4574766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4574771.000000 Penalty: 5206.145508
	Iteration 86Q: 3 clusters Score -4574771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4574773.000000 Penalty: 5206.145508
	Iteration 87Q: 3 clusters Score -4574773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4574770.500000 Penalty: 5206.145508
	Iteration 88Q: 3 clusters Score -4574770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4574773.000000 Penalty: 5206.145508
	Iteration 89Q: 3 clusters Score -4574773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4574769.000000 Penalty: 5206.145508
	Iteration 90Q: 3 clusters Score -4574769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4574770.500000 Penalty: 5206.145508
	Iteration 91Q: 3 clusters Score -4574770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4574767.000000 Penalty: 5206.145508
	Iteration 92Q: 3 clusters Score -4574767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4574766.500000 Penalty: 5206.145508
	Iteration 93Q: 3 clusters Score -4574766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4574777.000000 Penalty: 5206.145508
	Iteration 94Q: 3 clusters Score -4574777 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4574776.000000 Penalty: 5206.145508
	Iteration 95Q: 3 clusters Score -4574776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4574773.000000 Penalty: 5206.145508
	Iteration 96Q: 3 clusters Score -4574773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4574771.500000 Penalty: 5206.145508
	Iteration 97Q: 3 clusters Score -4574772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4574768.500000 Penalty: 5206.145508
	Iteration 98Q: 3 clusters Score -4574768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4574777.500000 Penalty: 5206.145508
	Iteration 99Q: 3 clusters Score -4574778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4574783.000000 Penalty: 5206.145508
	Iteration 100F: 3 clusters Score -4574783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4574789.500000 Penalty: 5206.145508
	Iteration 101Q: 3 clusters Score -4574790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4574786.000000 Penalty: 5206.145508
	Iteration 102Q: 3 clusters Score -4574786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4574787.000000 Penalty: 5206.145508
	Iteration 103Q: 3 clusters Score -4574787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4574795.000000 Penalty: 5206.145508
	Iteration 104Q: 3 clusters Score -4574795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4574800.000000 Penalty: 5206.145508
	Iteration 105Q: 3 clusters Score -4574800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4574801.500000 Penalty: 5206.145508
	Iteration 106Q: 3 clusters Score -4574802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4574806.500000 Penalty: 5206.145508
	Iteration 107Q: 3 clusters Score -4574806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4574811.500000 Penalty: 5206.145508
	Iteration 108Q: 3 clusters Score -4574812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4574809.000000 Penalty: 5206.145508
	Iteration 109Q: 3 clusters Score -4574809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4574815.000000 Penalty: 5206.145508
	Iteration 110Q: 3 clusters Score -4574815 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4574811.000000 Penalty: 5206.145508
	Iteration 111Q: 3 clusters Score -4574811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4574817.500000 Penalty: 5206.145508
	Iteration 112Q: 3 clusters Score -4574818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4574817.000000 Penalty: 5206.145508
	Iteration 113Q: 3 clusters Score -4574817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4574822.500000 Penalty: 5206.145508
	Iteration 114Q: 3 clusters Score -4574822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4574825.000000 Penalty: 5206.145508
	Iteration 115Q: 3 clusters Score -4574825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4574829.000000 Penalty: 5206.145508
	Iteration 116Q: 3 clusters Score -4574829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4574829.000000 Penalty: 5206.145508
	Iteration 117Q: 3 clusters Score -4574829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4574833.000000 Penalty: 5206.145508
	Iteration 118Q: 3 clusters Score -4574833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4574835.500000 Penalty: 5206.145508
	Iteration 119Q: 3 clusters Score -4574836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4574842.000000 Penalty: 5206.145508
	Iteration 120F: 3 clusters Score -4574842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4574837.000000 Penalty: 5206.145508
	Iteration 121Q: 3 clusters Score -4574837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4574837.000000 Penalty: 5206.145508
	Iteration 122Q: 3 clusters Score -4574837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4574835.000000 Penalty: 5206.145508
	Iteration 123Q: 3 clusters Score -4574835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4574835.500000 Penalty: 5206.145508
	Iteration 124Q: 3 clusters Score -4574836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4574836.000000 Penalty: 5206.145508
	Iteration 125Q: 3 clusters Score -4574836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4574838.000000 Penalty: 5206.145508
	Iteration 126Q: 3 clusters Score -4574838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4574834.500000 Penalty: 5206.145508
	Iteration 127Q: 3 clusters Score -4574834 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4574840.500000 Penalty: 5206.145508
	Iteration 128Q: 3 clusters Score -4574840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4574845.000000 Penalty: 5206.145508
	Iteration 129Q: 3 clusters Score -4574845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4574849.500000 Penalty: 5206.145508
	Iteration 130Q: 3 clusters Score -4574850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4574850.000000 Penalty: 5206.145508
	Iteration 131Q: 3 clusters Score -4574850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4574856.000000 Penalty: 5206.145508
	Iteration 132Q: 3 clusters Score -4574856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4574857.500000 Penalty: 5206.145508
	Iteration 133Q: 3 clusters Score -4574858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4574856.000000 Penalty: 5206.145508
	Iteration 134Q: 3 clusters Score -4574856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4574855.000000 Penalty: 5206.145508
	Iteration 135Q: 3 clusters Score -4574855 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4574853.500000 Penalty: 5206.145508
	Iteration 136Q: 3 clusters Score -4574854 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4574853.500000 Penalty: 5206.145508
	Iteration 137F: 3 clusters Score -4574854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -591604.687500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -591604.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -587175.375000 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -587175.4 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -588255.000000 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -588255 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -588526.500000 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -588526.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -588780.750000 Penalty: 4207.678711
	Iteration 3F: 3 clusters Score -588780.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -589034.937500 Penalty: 4207.678711
	Iteration 4F: 3 clusters Score -589034.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -589237.062500 Penalty: 4207.678711
	Iteration 5F: 3 clusters Score -589237.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -589425.125000 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -589425.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -589588.750000 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -589588.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -589688.687500 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -589688.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -589758.812500 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -589758.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -589801.500000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -589801.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -589838.187500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -589838.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -589874.625000 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -589874.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -589901.812500 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -589901.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -589930.375000 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -589930.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -589961.375000 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -589961.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -589985.187500 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -589985.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -590002.687500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -590002.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -590019.625000 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -590019.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -590034.812500 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -590034.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -590047.437500 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -590047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -590057.437500 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -590057.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -590065.187500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -590065.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -590074.625000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -590074.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -590086.000000 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -590086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -590096.687500 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -590096.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -590108.437500 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -590108.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -590119.687500 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -590119.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -590129.625000 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -590129.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -590139.062500 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -590139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -590151.062500 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -590151.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -590165.062500 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -590165.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -590176.937500 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -590176.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -590182.687500 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -590182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -590187.000000 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -590187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -590192.125000 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -590192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -590196.625000 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -590196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -590200.687500 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -590200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -590202.250000 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -590202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -590203.312500 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -590203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -590204.875000 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -590204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -590207.062500 Penalty: 4207.678711
	Iteration 41Q: 3 clusters Score -590207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -590207.250000 Penalty: 4207.678711
	Iteration 42Q: 3 clusters Score -590207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -590206.750000 Penalty: 4207.678711
	Iteration 43Q: 3 clusters Score -590206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -590207.562500 Penalty: 4207.678711
	Iteration 44Q: 3 clusters Score -590207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590210.000000 Penalty: 4207.678711
	Iteration 45Q: 3 clusters Score -590210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590210.000000 Penalty: 4207.678711
	Iteration 46F: 3 clusters Score -590210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Entering Unmasked Estep 
Score: -1492881.875000 Penalty: 2261.971680
	Iteration 0F: 2 clusters Score -1492882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1485802.250000 Penalty: 4523.943359
	Iteration 0F: 3 clusters Score -1485802 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1488219.875000 Penalty: 4523.943359
	Iteration 1F: 3 clusters Score -1488220 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1489057.250000 Penalty: 4523.943359
	Iteration 2F: 3 clusters Score -1489057 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1489922.125000 Penalty: 4523.943359
	Iteration 3F: 3 clusters Score -1489922 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1490873.625000 Penalty: 4523.943359
	Iteration 4F: 3 clusters Score -1490874 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1492035.500000 Penalty: 4523.943359
	Iteration 5F: 3 clusters Score -1492036 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1493092.750000 Penalty: 4523.943359
	Iteration 6F: 3 clusters Score -1493093 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1493665.625000 Penalty: 4523.943359
	Iteration 7F: 3 clusters Score -1493666 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1493989.000000 Penalty: 4523.943359
	Iteration 8Q: 3 clusters Score -1493989 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1494247.250000 Penalty: 4523.943359
	Iteration 9Q: 3 clusters Score -1494247 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1494458.875000 Penalty: 4523.943359
	Iteration 10Q: 3 clusters Score -1494459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1494561.375000 Penalty: 4523.943359
	Iteration 11Q: 3 clusters Score -1494561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1494627.375000 Penalty: 4523.943359
	Iteration 12Q: 3 clusters Score -1494627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1494662.875000 Penalty: 4523.943359
	Iteration 13Q: 3 clusters Score -1494663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1494698.375000 Penalty: 4523.943359
	Iteration 14Q: 3 clusters Score -1494698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1494728.125000 Penalty: 4523.943359
	Iteration 15Q: 3 clusters Score -1494728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1494764.000000 Penalty: 4523.943359
	Iteration 16Q: 3 clusters Score -1494764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1494800.750000 Penalty: 4523.943359
	Iteration 17Q: 3 clusters Score -1494801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1494826.250000 Penalty: 4523.943359
	Iteration 18Q: 3 clusters Score -1494826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1494836.375000 Penalty: 4523.943359
	Iteration 19Q: 3 clusters Score -1494836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1494841.000000 Penalty: 4523.943359
	Iteration 20F: 3 clusters Score -1494841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1494850.500000 Penalty: 4523.943359
	Iteration 21Q: 3 clusters Score -1494850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1494863.000000 Penalty: 4523.943359
	Iteration 22Q: 3 clusters Score -1494863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1494878.875000 Penalty: 4523.943359
	Iteration 23Q: 3 clusters Score -1494879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1494905.375000 Penalty: 4523.943359
	Iteration 24Q: 3 clusters Score -1494905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1494917.000000 Penalty: 4523.943359
	Iteration 25Q: 3 clusters Score -1494917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1494926.500000 Penalty: 4523.943359
	Iteration 26Q: 3 clusters Score -1494926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1494927.625000 Penalty: 4523.943359
	Iteration 27Q: 3 clusters Score -1494928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1494931.375000 Penalty: 4523.943359
	Iteration 28Q: 3 clusters Score -1494931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1494931.125000 Penalty: 4523.943359
	Iteration 29Q: 3 clusters Score -1494931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1494934.500000 Penalty: 4523.943359
	Iteration 30Q: 3 clusters Score -1494934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1494934.625000 Penalty: 4523.943359
	Iteration 31Q: 3 clusters Score -1494935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1494934.250000 Penalty: 4523.943359
	Iteration 32Q: 3 clusters Score -1494934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1494933.250000 Penalty: 4523.943359
	Iteration 33Q: 3 clusters Score -1494933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1494935.000000 Penalty: 4523.943359
	Iteration 34Q: 3 clusters Score -1494935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1494934.500000 Penalty: 4523.943359
	Iteration 35Q: 3 clusters Score -1494934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1494933.125000 Penalty: 4523.943359
	Iteration 36Q: 3 clusters Score -1494933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1494937.000000 Penalty: 4523.943359
	Iteration 37Q: 3 clusters Score -1494937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1494935.750000 Penalty: 4523.943359
	Iteration 38Q: 3 clusters Score -1494936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1494937.750000 Penalty: 4523.943359
	Iteration 39Q: 3 clusters Score -1494938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1494939.500000 Penalty: 4523.943359
	Iteration 40F: 3 clusters Score -1494940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1494936.625000 Penalty: 4523.943359
	Iteration 41Q: 3 clusters Score -1494937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1494938.000000 Penalty: 4523.943359
	Iteration 42Q: 3 clusters Score -1494938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1494935.375000 Penalty: 4523.943359
	Iteration 43Q: 3 clusters Score -1494935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1494935.375000 Penalty: 4523.943359
	Iteration 44F: 3 clusters Score -1494935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 6838 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12899 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Entering Unmasked Estep 
Score: -134472288.000000 Penalty: 224434.515625
Splitting cluster 4 changes total score from -134470016.000000 to -134472288.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 5 (42478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Entering Unmasked Estep 
Score: -5331607.000000 Penalty: 2642.871826
	Iteration 0F: 2 clusters Score -5331607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5302834.500000 Penalty: 5285.743652
	Iteration 0F: 3 clusters Score -5302834 nChanged 19539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5313653.000000 Penalty: 5285.743652
	Iteration 1F: 3 clusters Score -5313653 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5314153.000000 Penalty: 5285.743652
	Iteration 2Q: 3 clusters Score -5314153 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5314579.000000 Penalty: 5285.743652
	Iteration 3Q: 3 clusters Score -5314579 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5314950.500000 Penalty: 5285.743652
	Iteration 4Q: 3 clusters Score -5314950 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5315263.000000 Penalty: 5285.743652
	Iteration 5Q: 3 clusters Score -5315263 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5315585.500000 Penalty: 5285.743652
	Iteration 6Q: 3 clusters Score -5315586 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5315954.500000 Penalty: 5285.743652
	Iteration 7Q: 3 clusters Score -5315954 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5316349.500000 Penalty: 5285.743652
	Iteration 8Q: 3 clusters Score -5316350 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5316873.000000 Penalty: 5285.743652
	Iteration 9Q: 3 clusters Score -5316873 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5317459.500000 Penalty: 5285.743652
	Iteration 10Q: 3 clusters Score -5317460 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5318204.000000 Penalty: 5285.743652
	Iteration 11Q: 3 clusters Score -5318204 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -5319050.500000 Penalty: 5285.743652
	Iteration 12Q: 3 clusters Score -5319050 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5320052.500000 Penalty: 5285.743652
	Iteration 13Q: 3 clusters Score -5320052 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5321221.000000 Penalty: 5285.743652
	Iteration 14Q: 3 clusters Score -5321221 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -5322194.500000 Penalty: 5285.743652
	Iteration 15Q: 3 clusters Score -5322194 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5322826.000000 Penalty: 5285.743652
	Iteration 16Q: 3 clusters Score -5322826 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -5323152.000000 Penalty: 5285.743652
	Iteration 17Q: 3 clusters Score -5323152 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5323316.500000 Penalty: 5285.743652
	Iteration 18Q: 3 clusters Score -5323316 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5323432.000000 Penalty: 5285.743652
	Iteration 19Q: 3 clusters Score -5323432 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5323575.500000 Penalty: 5285.743652
	Iteration 20F: 3 clusters Score -5323576 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5323670.500000 Penalty: 5285.743652
	Iteration 21Q: 3 clusters Score -5323670 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -5323764.000000 Penalty: 5285.743652
	Iteration 22Q: 3 clusters Score -5323764 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -5323845.500000 Penalty: 5285.743652
	Iteration 23Q: 3 clusters Score -5323846 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5323933.500000 Penalty: 5285.743652
	Iteration 24Q: 3 clusters Score -5323934 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5324056.500000 Penalty: 5285.743652
	Iteration 25Q: 3 clusters Score -5324056 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5324169.500000 Penalty: 5285.743652
	Iteration 26Q: 3 clusters Score -5324170 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -5324326.000000 Penalty: 5285.743652
	Iteration 27Q: 3 clusters Score -5324326 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5324507.000000 Penalty: 5285.743652
	Iteration 28Q: 3 clusters Score -5324507 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5324733.500000 Penalty: 5285.743652
	Iteration 29Q: 3 clusters Score -5324734 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -5324891.500000 Penalty: 5285.743652
	Iteration 30Q: 3 clusters Score -5324892 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5325113.000000 Penalty: 5285.743652
	Iteration 31Q: 3 clusters Score -5325113 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5325328.500000 Penalty: 5285.743652
	Iteration 32Q: 3 clusters Score -5325328 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -5325522.500000 Penalty: 5285.743652
	Iteration 33Q: 3 clusters Score -5325522 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5325716.500000 Penalty: 5285.743652
	Iteration 34Q: 3 clusters Score -5325716 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5325936.000000 Penalty: 5285.743652
	Iteration 35Q: 3 clusters Score -5325936 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5326171.000000 Penalty: 5285.743652
	Iteration 36Q: 3 clusters Score -5326171 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -5326399.500000 Penalty: 5285.743652
	Iteration 37Q: 3 clusters Score -5326400 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -5326640.000000 Penalty: 5285.743652
	Iteration 38Q: 3 clusters Score -5326640 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -5326889.500000 Penalty: 5285.743652
	Iteration 39Q: 3 clusters Score -5326890 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5327116.500000 Penalty: 5285.743652
	Iteration 40F: 3 clusters Score -5327116 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5327371.500000 Penalty: 5285.743652
	Iteration 41Q: 3 clusters Score -5327372 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5327561.000000 Penalty: 5285.743652
	Iteration 42Q: 3 clusters Score -5327561 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -5327750.500000 Penalty: 5285.743652
	Iteration 43Q: 3 clusters Score -5327750 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5327931.000000 Penalty: 5285.743652
	Iteration 44Q: 3 clusters Score -5327931 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5328063.500000 Penalty: 5285.743652
	Iteration 45Q: 3 clusters Score -5328064 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5328203.000000 Penalty: 5285.743652
	Iteration 46Q: 3 clusters Score -5328203 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5328309.000000 Penalty: 5285.743652
	Iteration 47Q: 3 clusters Score -5328309 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5328401.000000 Penalty: 5285.743652
	Iteration 48Q: 3 clusters Score -5328401 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5328485.000000 Penalty: 5285.743652
	Iteration 49Q: 3 clusters Score -5328485 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5328553.500000 Penalty: 5285.743652
	Iteration 50Q: 3 clusters Score -5328554 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5328646.000000 Penalty: 5285.743652
	Iteration 51Q: 3 clusters Score -5328646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5328739.000000 Penalty: 5285.743652
	Iteration 52Q: 3 clusters Score -5328739 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5328769.500000 Penalty: 5285.743652
	Iteration 53Q: 3 clusters Score -5328770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5328841.000000 Penalty: 5285.743652
	Iteration 54Q: 3 clusters Score -5328841 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5328884.500000 Penalty: 5285.743652
	Iteration 55Q: 3 clusters Score -5328884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5328936.500000 Penalty: 5285.743652
	Iteration 56Q: 3 clusters Score -5328936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5328978.500000 Penalty: 5285.743652
	Iteration 57Q: 3 clusters Score -5328978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5329021.000000 Penalty: 5285.743652
	Iteration 58Q: 3 clusters Score -5329021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5329059.500000 Penalty: 5285.743652
	Iteration 59Q: 3 clusters Score -5329060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5329089.500000 Penalty: 5285.743652
	Iteration 60F: 3 clusters Score -5329090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5329122.500000 Penalty: 5285.743652
	Iteration 61Q: 3 clusters Score -5329122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5329138.500000 Penalty: 5285.743652
	Iteration 62Q: 3 clusters Score -5329138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5329170.500000 Penalty: 5285.743652
	Iteration 63Q: 3 clusters Score -5329170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5329216.000000 Penalty: 5285.743652
	Iteration 64Q: 3 clusters Score -5329216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5329239.500000 Penalty: 5285.743652
	Iteration 65Q: 3 clusters Score -5329240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5329275.000000 Penalty: 5285.743652
	Iteration 66Q: 3 clusters Score -5329275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5329279.000000 Penalty: 5285.743652
	Iteration 67Q: 3 clusters Score -5329279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5329305.500000 Penalty: 5285.743652
	Iteration 68Q: 3 clusters Score -5329306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5329314.500000 Penalty: 5285.743652
	Iteration 69Q: 3 clusters Score -5329314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5329327.000000 Penalty: 5285.743652
	Iteration 70Q: 3 clusters Score -5329327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5329351.500000 Penalty: 5285.743652
	Iteration 71Q: 3 clusters Score -5329352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5329365.500000 Penalty: 5285.743652
	Iteration 72Q: 3 clusters Score -5329366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5329365.000000 Penalty: 5285.743652
	Iteration 73Q: 3 clusters Score -5329365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5329368.500000 Penalty: 5285.743652
	Iteration 74Q: 3 clusters Score -5329368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5329372.000000 Penalty: 5285.743652
	Iteration 75Q: 3 clusters Score -5329372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5329379.000000 Penalty: 5285.743652
	Iteration 76Q: 3 clusters Score -5329379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5329389.000000 Penalty: 5285.743652
	Iteration 77Q: 3 clusters Score -5329389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5329383.000000 Penalty: 5285.743652
	Iteration 78Q: 3 clusters Score -5329383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5329397.000000 Penalty: 5285.743652
	Iteration 79Q: 3 clusters Score -5329397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5329400.500000 Penalty: 5285.743652
	Iteration 80F: 3 clusters Score -5329400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5329403.500000 Penalty: 5285.743652
	Iteration 81Q: 3 clusters Score -5329404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5329412.000000 Penalty: 5285.743652
	Iteration 82Q: 3 clusters Score -5329412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5329417.500000 Penalty: 5285.743652
	Iteration 83Q: 3 clusters Score -5329418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5329421.500000 Penalty: 5285.743652
	Iteration 84Q: 3 clusters Score -5329422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5329424.000000 Penalty: 5285.743652
	Iteration 85Q: 3 clusters Score -5329424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5329433.000000 Penalty: 5285.743652
	Iteration 86Q: 3 clusters Score -5329433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5329437.500000 Penalty: 5285.743652
	Iteration 87Q: 3 clusters Score -5329438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5329436.500000 Penalty: 5285.743652
	Iteration 88Q: 3 clusters Score -5329436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5329448.000000 Penalty: 5285.743652
	Iteration 89Q: 3 clusters Score -5329448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5329436.500000 Penalty: 5285.743652
	Iteration 90Q: 3 clusters Score -5329436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5329462.000000 Penalty: 5285.743652
	Iteration 91Q: 3 clusters Score -5329462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5329460.500000 Penalty: 5285.743652
	Iteration 92Q: 3 clusters Score -5329460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5329457.500000 Penalty: 5285.743652
	Iteration 93Q: 3 clusters Score -5329458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5329459.500000 Penalty: 5285.743652
	Iteration 94Q: 3 clusters Score -5329460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5329460.000000 Penalty: 5285.743652
	Iteration 95Q: 3 clusters Score -5329460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5329457.500000 Penalty: 5285.743652
	Iteration 96Q: 3 clusters Score -5329458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5329462.000000 Penalty: 5285.743652
	Iteration 97Q: 3 clusters Score -5329462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5329458.500000 Penalty: 5285.743652
	Iteration 98Q: 3 clusters Score -5329458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5329455.500000 Penalty: 5285.743652
	Iteration 99Q: 3 clusters Score -5329456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5329455.500000 Penalty: 5285.743652
	Iteration 100F: 3 clusters Score -5329456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Entering Unmasked Estep 
Score: -4295598.000000 Penalty: 2589.427002
	Iteration 0F: 2 clusters Score -4295598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4272239.500000 Penalty: 5178.854004
	Iteration 0F: 3 clusters Score -4272240 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -4281221.500000 Penalty: 5178.854004
	Iteration 1F: 3 clusters Score -4281222 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4282323.000000 Penalty: 5178.854004
	Iteration 2F: 3 clusters Score -4282323 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4283376.500000 Penalty: 5178.854004
	Iteration 3F: 3 clusters Score -4283376 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4284312.000000 Penalty: 5178.854004
	Iteration 4F: 3 clusters Score -4284312 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4285178.000000 Penalty: 5178.854004
	Iteration 5F: 3 clusters Score -4285178 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4286033.500000 Penalty: 5178.854004
	Iteration 6Q: 3 clusters Score -4286034 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4286917.000000 Penalty: 5178.854004
	Iteration 7Q: 3 clusters Score -4286917 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4287951.000000 Penalty: 5178.854004
	Iteration 8Q: 3 clusters Score -4287951 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4289109.500000 Penalty: 5178.854004
	Iteration 9Q: 3 clusters Score -4289110 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4290203.000000 Penalty: 5178.854004
	Iteration 10Q: 3 clusters Score -4290203 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4291127.500000 Penalty: 5178.854004
	Iteration 11Q: 3 clusters Score -4291128 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4291901.500000 Penalty: 5178.854004
	Iteration 12Q: 3 clusters Score -4291902 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4292567.500000 Penalty: 5178.854004
	Iteration 13Q: 3 clusters Score -4292568 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4293117.500000 Penalty: 5178.854004
	Iteration 14Q: 3 clusters Score -4293118 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4293597.000000 Penalty: 5178.854004
	Iteration 15Q: 3 clusters Score -4293597 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4294005.000000 Penalty: 5178.854004
	Iteration 16Q: 3 clusters Score -4294005 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4294305.000000 Penalty: 5178.854004
	Iteration 17Q: 3 clusters Score -4294305 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4294513.000000 Penalty: 5178.854004
	Iteration 18Q: 3 clusters Score -4294513 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4294703.000000 Penalty: 5178.854004
	Iteration 19Q: 3 clusters Score -4294703 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4294809.500000 Penalty: 5178.854004
	Iteration 20F: 3 clusters Score -4294810 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4294890.000000 Penalty: 5178.854004
	Iteration 21Q: 3 clusters Score -4294890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4294933.500000 Penalty: 5178.854004
	Iteration 22Q: 3 clusters Score -4294934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4294978.000000 Penalty: 5178.854004
	Iteration 23Q: 3 clusters Score -4294978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4294993.500000 Penalty: 5178.854004
	Iteration 24Q: 3 clusters Score -4294994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4295024.500000 Penalty: 5178.854004
	Iteration 25Q: 3 clusters Score -4295024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4295042.500000 Penalty: 5178.854004
	Iteration 26Q: 3 clusters Score -4295042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4295049.000000 Penalty: 5178.854004
	Iteration 27Q: 3 clusters Score -4295049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4295064.500000 Penalty: 5178.854004
	Iteration 28Q: 3 clusters Score -4295064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4295076.000000 Penalty: 5178.854004
	Iteration 29Q: 3 clusters Score -4295076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4295091.000000 Penalty: 5178.854004
	Iteration 30Q: 3 clusters Score -4295091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4295094.000000 Penalty: 5178.854004
	Iteration 31Q: 3 clusters Score -4295094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4295101.500000 Penalty: 5178.854004
	Iteration 32Q: 3 clusters Score -4295102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4295104.000000 Penalty: 5178.854004
	Iteration 33Q: 3 clusters Score -4295104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4295106.500000 Penalty: 5178.854004
	Iteration 34Q: 3 clusters Score -4295106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4295116.000000 Penalty: 5178.854004
	Iteration 35Q: 3 clusters Score -4295116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4295111.000000 Penalty: 5178.854004
	Iteration 36Q: 3 clusters Score -4295111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4295111.500000 Penalty: 5178.854004
	Iteration 37Q: 3 clusters Score -4295112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4295110.000000 Penalty: 5178.854004
	Iteration 38Q: 3 clusters Score -4295110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4295110.500000 Penalty: 5178.854004
	Iteration 39Q: 3 clusters Score -4295110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4295113.500000 Penalty: 5178.854004
	Iteration 40F: 3 clusters Score -4295114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4295120.500000 Penalty: 5178.854004
	Iteration 41Q: 3 clusters Score -4295120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4295128.500000 Penalty: 5178.854004
	Iteration 42Q: 3 clusters Score -4295128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4295131.000000 Penalty: 5178.854004
	Iteration 43Q: 3 clusters Score -4295131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4295129.500000 Penalty: 5178.854004
	Iteration 44Q: 3 clusters Score -4295130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4295137.000000 Penalty: 5178.854004
	Iteration 45Q: 3 clusters Score -4295137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4295138.500000 Penalty: 5178.854004
	Iteration 46Q: 3 clusters Score -4295138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4295140.500000 Penalty: 5178.854004
	Iteration 47Q: 3 clusters Score -4295140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4295146.000000 Penalty: 5178.854004
	Iteration 48Q: 3 clusters Score -4295146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4295150.500000 Penalty: 5178.854004
	Iteration 49Q: 3 clusters Score -4295150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4295148.500000 Penalty: 5178.854004
	Iteration 50Q: 3 clusters Score -4295148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4295159.000000 Penalty: 5178.854004
	Iteration 51Q: 3 clusters Score -4295159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4295156.000000 Penalty: 5178.854004
	Iteration 52Q: 3 clusters Score -4295156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4295159.000000 Penalty: 5178.854004
	Iteration 53Q: 3 clusters Score -4295159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4295161.000000 Penalty: 5178.854004
	Iteration 54Q: 3 clusters Score -4295161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4295164.000000 Penalty: 5178.854004
	Iteration 55Q: 3 clusters Score -4295164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4295162.500000 Penalty: 5178.854004
	Iteration 56Q: 3 clusters Score -4295162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4295162.500000 Penalty: 5178.854004
	Iteration 57Q: 3 clusters Score -4295162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4295161.000000 Penalty: 5178.854004
	Iteration 58Q: 3 clusters Score -4295161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4295161.000000 Penalty: 5178.854004
	Iteration 59F: 3 clusters Score -4295161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Entering Unmasked Estep 
Score: -5406155.500000 Penalty: 2648.425781
	Iteration 0F: 2 clusters Score -5406156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5376865.500000 Penalty: 5296.851562
	Iteration 0F: 3 clusters Score -5376866 nChanged 19923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5387871.000000 Penalty: 5296.851562
	Iteration 1F: 3 clusters Score -5387871 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5388459.000000 Penalty: 5296.851562
	Iteration 2Q: 3 clusters Score -5388459 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5389105.500000 Penalty: 5296.851562
	Iteration 3Q: 3 clusters Score -5389106 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5389742.500000 Penalty: 5296.851562
	Iteration 4Q: 3 clusters Score -5389742 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5390467.000000 Penalty: 5296.851562
	Iteration 5Q: 3 clusters Score -5390467 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5391313.000000 Penalty: 5296.851562
	Iteration 6Q: 3 clusters Score -5391313 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -5392457.500000 Penalty: 5296.851562
	Iteration 7Q: 3 clusters Score -5392458 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5393972.000000 Penalty: 5296.851562
	Iteration 8F: 3 clusters Score -5393972 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5395787.000000 Penalty: 5296.851562
	Iteration 9F: 3 clusters Score -5395787 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5397492 nChanged 2048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5399344 nChanged 1050
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Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5400137 nChanged 474
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Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5400589 nChanged 369
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Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5400806 nChanged 383
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Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5400942 nChanged 408
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5401151 nChanged 426
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Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5401306 nChanged 477
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Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5401516 nChanged 511
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5401727 nChanged 480
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5401934 nChanged 495
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5402143 nChanged 491
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Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5402326 nChanged 446
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Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5402714 nChanged 419
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5402839 nChanged 408
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5403023 nChanged 394
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Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5403318 nChanged 328
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Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5403594 nChanged 292
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Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6096 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5404364 nChanged 164
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5404409 nChanged 134
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5404435 nChanged 125
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Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5404468 nChanged 99
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5404488 nChanged 88
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5404502 nChanged 63
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5404503 nChanged 53
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Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5404525 nChanged 51
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Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5404520 nChanged 41
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Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5404527 nChanged 33
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Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5404531 nChanged 24
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5404534 nChanged 16
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Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5404538 nChanged 12
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Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5404542 nChanged 7
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Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5404547 nChanged 9
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Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5404556 nChanged 10
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5404542 nChanged 9
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5404548 nChanged 8
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Mstep: Class 1 contains 4723 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5404550 nChanged 6
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	Iteration 65Q: 3 clusters Score -5404544 nChanged 5
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Mstep: Class 1 contains 4712 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5404546 nChanged 5
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 38733 members 
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	Iteration 67Q: 3 clusters Score -5404550 nChanged 6
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5404545 nChanged 5
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Mstep: Class 1 contains 4696 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5404554 nChanged 7
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Mstep: Class 1 contains 4689 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5404558 nChanged 5
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Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5404558 nChanged 10
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Mstep: Class 1 contains 4674 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5404552 nChanged 7
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Mstep: Class 1 contains 4667 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5404550 nChanged 9
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Mstep: Class 1 contains 4658 members 
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	Iteration 74Q: 3 clusters Score -5404549 nChanged 7
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Mstep: Class 1 contains 4651 members 
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	Iteration 75Q: 3 clusters Score -5404554 nChanged 5
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Mstep: Class 1 contains 4646 members 
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	Iteration 76Q: 3 clusters Score -5404553 nChanged 6
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	Iteration 77Q: 3 clusters Score -5404560 nChanged 6
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5404553 nChanged 3
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Mstep: Class 1 contains 4633 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5404560 nChanged 2
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5404558 nChanged 1
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Mstep: Class 1 contains 4630 members 
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	Iteration 81Q: 3 clusters Score -5404550 nChanged 4
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	Iteration 82Q: 3 clusters Score -5404558 nChanged 2
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	Iteration 83Q: 3 clusters Score -5404558 nChanged 3
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	Iteration 84Q: 3 clusters Score -5404560 nChanged 3
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	Iteration 85Q: 3 clusters Score -5404558 nChanged 8
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	Iteration 86Q: 3 clusters Score -5404562 nChanged 7
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	Iteration 87Q: 3 clusters Score -5404564 nChanged 6
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	Iteration 88Q: 3 clusters Score -5404566 nChanged 4
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	Iteration 89Q: 3 clusters Score -5404572 nChanged 3
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	Iteration 90Q: 3 clusters Score -5404570 nChanged 3
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Mstep: Class 1 contains 4589 members 
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	Iteration 91Q: 3 clusters Score -5404567 nChanged 3
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	Iteration 92Q: 3 clusters Score -5404569 nChanged 2
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	Iteration 93Q: 3 clusters Score -5404570 nChanged 2
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	Iteration 94Q: 3 clusters Score -5404565 nChanged 7
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	Iteration 95Q: 3 clusters Score -5404572 nChanged 12
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	Iteration 96Q: 3 clusters Score -5404570 nChanged 15
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	Iteration 97Q: 3 clusters Score -5404566 nChanged 14
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	Iteration 98Q: 3 clusters Score -5404572 nChanged 10
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	Iteration 99Q: 3 clusters Score -5404573 nChanged 9
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	Iteration 100F: 3 clusters Score -5404574 nChanged 5
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	Iteration 101Q: 3 clusters Score -5404572 nChanged 6
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	Iteration 102Q: 3 clusters Score -5404564 nChanged 10
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Entering Unmasked Estep 
Score: -5404561.500000 Penalty: 5296.851562
	Iteration 103Q: 3 clusters Score -5404562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5404560.500000 Penalty: 5296.851562
	Iteration 104Q: 3 clusters Score -5404560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -5404573.500000 Penalty: 5296.851562
	Iteration 105Q: 3 clusters Score -5404574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5404567.000000 Penalty: 5296.851562
	Iteration 106Q: 3 clusters Score -5404567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5404565.500000 Penalty: 5296.851562
	Iteration 107Q: 3 clusters Score -5404566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5404565.500000 Penalty: 5296.851562
	Iteration 108Q: 3 clusters Score -5404566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5404565.000000 Penalty: 5296.851562
	Iteration 109Q: 3 clusters Score -5404565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5404564.500000 Penalty: 5296.851562
	Iteration 110Q: 3 clusters Score -5404564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5404564.000000 Penalty: 5296.851562
	Iteration 111Q: 3 clusters Score -5404564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5404565.500000 Penalty: 5296.851562
	Iteration 112Q: 3 clusters Score -5404566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -5404561.500000 Penalty: 5296.851562
	Iteration 113Q: 3 clusters Score -5404562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5404563.000000 Penalty: 5296.851562
	Iteration 114Q: 3 clusters Score -5404563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5404563.000000 Penalty: 5296.851562
	Iteration 115F: 3 clusters Score -5404563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Entering Unmasked Estep 
Score: -5545668.500000 Penalty: 2672.498047
	Iteration 0F: 2 clusters Score -5545668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5513383.000000 Penalty: 5344.996094
	Iteration 0F: 3 clusters Score -5513383 nChanged 21915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5525703.500000 Penalty: 5344.996094
	Iteration 1F: 3 clusters Score -5525704 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5526447.000000 Penalty: 5344.996094
	Iteration 2Q: 3 clusters Score -5526447 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5527273.500000 Penalty: 5344.996094
	Iteration 3Q: 3 clusters Score -5527274 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5528204.500000 Penalty: 5344.996094
	Iteration 4Q: 3 clusters Score -5528204 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5529321.000000 Penalty: 5344.996094
	Iteration 5Q: 3 clusters Score -5529321 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5530548.000000 Penalty: 5344.996094
	Iteration 6F: 3 clusters Score -5530548 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5531881.500000 Penalty: 5344.996094
	Iteration 7F: 3 clusters Score -5531882 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -5533214.500000 Penalty: 5344.996094
	Iteration 8F: 3 clusters Score -5533214 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5534621.000000 Penalty: 5344.996094
	Iteration 9Q: 3 clusters Score -5534621 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5535837.500000 Penalty: 5344.996094
	Iteration 10Q: 3 clusters Score -5535838 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -5536746.000000 Penalty: 5344.996094
	Iteration 11Q: 3 clusters Score -5536746 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5537459.000000 Penalty: 5344.996094
	Iteration 12Q: 3 clusters Score -5537459 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5537804.000000 Penalty: 5344.996094
	Iteration 13Q: 3 clusters Score -5537804 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5537990.500000 Penalty: 5344.996094
	Iteration 14Q: 3 clusters Score -5537990 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5538158.000000 Penalty: 5344.996094
	Iteration 15Q: 3 clusters Score -5538158 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5538295.500000 Penalty: 5344.996094
	Iteration 16Q: 3 clusters Score -5538296 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5538389.000000 Penalty: 5344.996094
	Iteration 17Q: 3 clusters Score -5538389 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5538470.500000 Penalty: 5344.996094
	Iteration 18Q: 3 clusters Score -5538470 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -5538554.500000 Penalty: 5344.996094
	Iteration 19Q: 3 clusters Score -5538554 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -5538615.000000 Penalty: 5344.996094
	Iteration 20F: 3 clusters Score -5538615 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5538694.000000 Penalty: 5344.996094
	Iteration 21Q: 3 clusters Score -5538694 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -5538749.500000 Penalty: 5344.996094
	Iteration 22Q: 3 clusters Score -5538750 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5538836.000000 Penalty: 5344.996094
	Iteration 23Q: 3 clusters Score -5538836 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5538887.500000 Penalty: 5344.996094
	Iteration 24Q: 3 clusters Score -5538888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5538935.000000 Penalty: 5344.996094
	Iteration 25Q: 3 clusters Score -5538935 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -5538985.500000 Penalty: 5344.996094
	Iteration 26Q: 3 clusters Score -5538986 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5539028.500000 Penalty: 5344.996094
	Iteration 27Q: 3 clusters Score -5539028 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5539083.500000 Penalty: 5344.996094
	Iteration 28Q: 3 clusters Score -5539084 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5539158.000000 Penalty: 5344.996094
	Iteration 29Q: 3 clusters Score -5539158 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -5539239.000000 Penalty: 5344.996094
	Iteration 30Q: 3 clusters Score -5539239 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5539307.000000 Penalty: 5344.996094
	Iteration 31Q: 3 clusters Score -5539307 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -5539366.500000 Penalty: 5344.996094
	Iteration 32Q: 3 clusters Score -5539366 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5539452.500000 Penalty: 5344.996094
	Iteration 33Q: 3 clusters Score -5539452 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5539552.000000 Penalty: 5344.996094
	Iteration 34Q: 3 clusters Score -5539552 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -5539649.500000 Penalty: 5344.996094
	Iteration 35Q: 3 clusters Score -5539650 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5539763.500000 Penalty: 5344.996094
	Iteration 36Q: 3 clusters Score -5539764 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5539854.500000 Penalty: 5344.996094
	Iteration 37Q: 3 clusters Score -5539854 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5539976.000000 Penalty: 5344.996094
	Iteration 38Q: 3 clusters Score -5539976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5540070.500000 Penalty: 5344.996094
	Iteration 39Q: 3 clusters Score -5540070 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -5540159.500000 Penalty: 5344.996094
	Iteration 40F: 3 clusters Score -5540160 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5540249.000000 Penalty: 5344.996094
	Iteration 41Q: 3 clusters Score -5540249 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5540339.000000 Penalty: 5344.996094
	Iteration 42Q: 3 clusters Score -5540339 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5540486.000000 Penalty: 5344.996094
	Iteration 43Q: 3 clusters Score -5540486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -5540594.500000 Penalty: 5344.996094
	Iteration 44Q: 3 clusters Score -5540594 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -5540669.500000 Penalty: 5344.996094
	Iteration 45Q: 3 clusters Score -5540670 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5540768.500000 Penalty: 5344.996094
	Iteration 46Q: 3 clusters Score -5540768 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5540876.000000 Penalty: 5344.996094
	Iteration 47Q: 3 clusters Score -5540876 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -5540987.000000 Penalty: 5344.996094
	Iteration 48Q: 3 clusters Score -5540987 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5541137.500000 Penalty: 5344.996094
	Iteration 49Q: 3 clusters Score -5541138 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -5541277.000000 Penalty: 5344.996094
	Iteration 50Q: 3 clusters Score -5541277 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5541426.500000 Penalty: 5344.996094
	Iteration 51Q: 3 clusters Score -5541426 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5541584.500000 Penalty: 5344.996094
	Iteration 52Q: 3 clusters Score -5541584 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5541738.500000 Penalty: 5344.996094
	Iteration 53Q: 3 clusters Score -5541738 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5541861.000000 Penalty: 5344.996094
	Iteration 54Q: 3 clusters Score -5541861 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5542020.500000 Penalty: 5344.996094
	Iteration 55Q: 3 clusters Score -5542020 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5542135.500000 Penalty: 5344.996094
	Iteration 56Q: 3 clusters Score -5542136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5542256.500000 Penalty: 5344.996094
	Iteration 57Q: 3 clusters Score -5542256 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5542390.500000 Penalty: 5344.996094
	Iteration 58Q: 3 clusters Score -5542390 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5542525.000000 Penalty: 5344.996094
	Iteration 59Q: 3 clusters Score -5542525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5542642.500000 Penalty: 5344.996094
	Iteration 60F: 3 clusters Score -5542642 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5542759.500000 Penalty: 5344.996094
	Iteration 61Q: 3 clusters Score -5542760 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5542859.000000 Penalty: 5344.996094
	Iteration 62Q: 3 clusters Score -5542859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5542953.500000 Penalty: 5344.996094
	Iteration 63Q: 3 clusters Score -5542954 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5543032.500000 Penalty: 5344.996094
	Iteration 64Q: 3 clusters Score -5543032 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5543123.000000 Penalty: 5344.996094
	Iteration 65Q: 3 clusters Score -5543123 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5543179.000000 Penalty: 5344.996094
	Iteration 66Q: 3 clusters Score -5543179 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5543265.500000 Penalty: 5344.996094
	Iteration 67Q: 3 clusters Score -5543266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5543318.500000 Penalty: 5344.996094
	Iteration 68Q: 3 clusters Score -5543318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5543372.500000 Penalty: 5344.996094
	Iteration 69Q: 3 clusters Score -5543372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5543401.000000 Penalty: 5344.996094
	Iteration 70Q: 3 clusters Score -5543401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5543422.500000 Penalty: 5344.996094
	Iteration 71Q: 3 clusters Score -5543422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5543431.500000 Penalty: 5344.996094
	Iteration 72Q: 3 clusters Score -5543432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5543467.000000 Penalty: 5344.996094
	Iteration 73Q: 3 clusters Score -5543467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5543487.000000 Penalty: 5344.996094
	Iteration 74Q: 3 clusters Score -5543487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5543499.500000 Penalty: 5344.996094
	Iteration 75Q: 3 clusters Score -5543500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5543513.500000 Penalty: 5344.996094
	Iteration 76Q: 3 clusters Score -5543514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5543530.000000 Penalty: 5344.996094
	Iteration 77Q: 3 clusters Score -5543530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5543537.500000 Penalty: 5344.996094
	Iteration 78Q: 3 clusters Score -5543538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5543541.500000 Penalty: 5344.996094
	Iteration 79Q: 3 clusters Score -5543542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5543545.500000 Penalty: 5344.996094
	Iteration 80F: 3 clusters Score -5543546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5543558.500000 Penalty: 5344.996094
	Iteration 81Q: 3 clusters Score -5543558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5543563.000000 Penalty: 5344.996094
	Iteration 82Q: 3 clusters Score -5543563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5543560.500000 Penalty: 5344.996094
	Iteration 83Q: 3 clusters Score -5543560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5543570.000000 Penalty: 5344.996094
	Iteration 84Q: 3 clusters Score -5543570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5543569.000000 Penalty: 5344.996094
	Iteration 85Q: 3 clusters Score -5543569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5543573.500000 Penalty: 5344.996094
	Iteration 86Q: 3 clusters Score -5543574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5543573.000000 Penalty: 5344.996094
	Iteration 87Q: 3 clusters Score -5543573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5543573.000000 Penalty: 5344.996094
	Iteration 88Q: 3 clusters Score -5543573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5543576.000000 Penalty: 5344.996094
	Iteration 89Q: 3 clusters Score -5543576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5543579.000000 Penalty: 5344.996094
	Iteration 90Q: 3 clusters Score -5543579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5543585.000000 Penalty: 5344.996094
	Iteration 91Q: 3 clusters Score -5543585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5543583.000000 Penalty: 5344.996094
	Iteration 92Q: 3 clusters Score -5543583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5543588.500000 Penalty: 5344.996094
	Iteration 93Q: 3 clusters Score -5543588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5543588.500000 Penalty: 5344.996094
	Iteration 94Q: 3 clusters Score -5543588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5543588.500000 Penalty: 5344.996094
	Iteration 95F: 3 clusters Score -5543588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Entering Unmasked Estep 
Score: -2688387.500000 Penalty: 2475.610107
	Iteration 0F: 2 clusters Score -2688388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2673116.500000 Penalty: 4951.220215
	Iteration 0F: 3 clusters Score -2673116 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2678345.750000 Penalty: 4951.220215
	Iteration 1F: 3 clusters Score -2678346 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2678946.000000 Penalty: 4951.220215
	Iteration 2F: 3 clusters Score -2678946 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2679435.000000 Penalty: 4951.220215
	Iteration 3F: 3 clusters Score -2679435 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2679886.750000 Penalty: 4951.220215
	Iteration 4Q: 3 clusters Score -2679887 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2680327.500000 Penalty: 4951.220215
	Iteration 5Q: 3 clusters Score -2680328 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2680840.000000 Penalty: 4951.220215
	Iteration 6Q: 3 clusters Score -2680840 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2681441.000000 Penalty: 4951.220215
	Iteration 7Q: 3 clusters Score -2681441 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2682106.750000 Penalty: 4951.220215
	Iteration 8Q: 3 clusters Score -2682107 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2682868.000000 Penalty: 4951.220215
	Iteration 9Q: 3 clusters Score -2682868 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2683640.250000 Penalty: 4951.220215
	Iteration 10Q: 3 clusters Score -2683640 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2684313.750000 Penalty: 4951.220215
	Iteration 11Q: 3 clusters Score -2684314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2684830.250000 Penalty: 4951.220215
	Iteration 12Q: 3 clusters Score -2684830 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2685223.000000 Penalty: 4951.220215
	Iteration 13Q: 3 clusters Score -2685223 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2685517.750000 Penalty: 4951.220215
	Iteration 14Q: 3 clusters Score -2685518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2685709.500000 Penalty: 4951.220215
	Iteration 15Q: 3 clusters Score -2685710 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2685882.250000 Penalty: 4951.220215
	Iteration 16Q: 3 clusters Score -2685882 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2686031.500000 Penalty: 4951.220215
	Iteration 17Q: 3 clusters Score -2686032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2686176.250000 Penalty: 4951.220215
	Iteration 18Q: 3 clusters Score -2686176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2686294.250000 Penalty: 4951.220215
	Iteration 19Q: 3 clusters Score -2686294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2686365.750000 Penalty: 4951.220215
	Iteration 20F: 3 clusters Score -2686366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2686413.750000 Penalty: 4951.220215
	Iteration 21Q: 3 clusters Score -2686414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2686442.500000 Penalty: 4951.220215
	Iteration 22Q: 3 clusters Score -2686442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2686461.250000 Penalty: 4951.220215
	Iteration 23Q: 3 clusters Score -2686461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2686478.750000 Penalty: 4951.220215
	Iteration 24Q: 3 clusters Score -2686479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2686480.000000 Penalty: 4951.220215
	Iteration 25Q: 3 clusters Score -2686480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2686490.000000 Penalty: 4951.220215
	Iteration 26Q: 3 clusters Score -2686490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2686493.750000 Penalty: 4951.220215
	Iteration 27Q: 3 clusters Score -2686494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2686496.000000 Penalty: 4951.220215
	Iteration 28Q: 3 clusters Score -2686496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2686500.250000 Penalty: 4951.220215
	Iteration 29Q: 3 clusters Score -2686500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2686503.500000 Penalty: 4951.220215
	Iteration 30Q: 3 clusters Score -2686504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2686502.250000 Penalty: 4951.220215
	Iteration 31Q: 3 clusters Score -2686502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2686508.500000 Penalty: 4951.220215
	Iteration 32Q: 3 clusters Score -2686508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2686519.000000 Penalty: 4951.220215
	Iteration 33Q: 3 clusters Score -2686519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2686515.000000 Penalty: 4951.220215
	Iteration 34Q: 3 clusters Score -2686515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2686519.500000 Penalty: 4951.220215
	Iteration 35Q: 3 clusters Score -2686520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2686519.500000 Penalty: 4951.220215
	Iteration 36Q: 3 clusters Score -2686520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2686520.000000 Penalty: 4951.220215
	Iteration 37Q: 3 clusters Score -2686520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2686520.000000 Penalty: 4951.220215
	Iteration 38Q: 3 clusters Score -2686520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2686522.250000 Penalty: 4951.220215
	Iteration 39Q: 3 clusters Score -2686522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2686520.750000 Penalty: 4951.220215
	Iteration 40F: 3 clusters Score -2686521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2686521.750000 Penalty: 4951.220215
	Iteration 41Q: 3 clusters Score -2686522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2686521.750000 Penalty: 4951.220215
	Iteration 42F: 3 clusters Score -2686522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46727.972656 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -46727.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45509.496094 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -45509.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45815.992188 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -45815.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45852.070312 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -45852.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45861.507812 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -45861.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45861.507812 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -45861.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Entering Unmasked Estep 
Score: -1312655.500000 Penalty: 2299.712158
	Iteration 0F: 2 clusters Score -1312656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1304637.250000 Penalty: 4599.424316
	Iteration 0F: 3 clusters Score -1304637 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1307279.625000 Penalty: 4599.424316
	Iteration 1F: 3 clusters Score -1307280 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1307725.625000 Penalty: 4599.424316
	Iteration 2F: 3 clusters Score -1307726 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1308043.875000 Penalty: 4599.424316
	Iteration 3F: 3 clusters Score -1308044 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1308314.500000 Penalty: 4599.424316
	Iteration 4Q: 3 clusters Score -1308314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1308528.625000 Penalty: 4599.424316
	Iteration 5Q: 3 clusters Score -1308529 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1308691.000000 Penalty: 4599.424316
	Iteration 6Q: 3 clusters Score -1308691 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1308834.625000 Penalty: 4599.424316
	Iteration 7Q: 3 clusters Score -1308835 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1308935.250000 Penalty: 4599.424316
	Iteration 8Q: 3 clusters Score -1308935 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1309031.750000 Penalty: 4599.424316
	Iteration 9Q: 3 clusters Score -1309032 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1309117.250000 Penalty: 4599.424316
	Iteration 10Q: 3 clusters Score -1309117 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1309190.875000 Penalty: 4599.424316
	Iteration 11Q: 3 clusters Score -1309191 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1309257.625000 Penalty: 4599.424316
	Iteration 12Q: 3 clusters Score -1309258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1309325.750000 Penalty: 4599.424316
	Iteration 13Q: 3 clusters Score -1309326 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1309381.125000 Penalty: 4599.424316
	Iteration 14Q: 3 clusters Score -1309381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1309437.500000 Penalty: 4599.424316
	Iteration 15Q: 3 clusters Score -1309438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1309495.500000 Penalty: 4599.424316
	Iteration 16Q: 3 clusters Score -1309496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1309563.750000 Penalty: 4599.424316
	Iteration 17Q: 3 clusters Score -1309564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1309633.500000 Penalty: 4599.424316
	Iteration 18Q: 3 clusters Score -1309634 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1309705.000000 Penalty: 4599.424316
	Iteration 19Q: 3 clusters Score -1309705 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1309767.375000 Penalty: 4599.424316
	Iteration 20F: 3 clusters Score -1309767 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1309819.250000 Penalty: 4599.424316
	Iteration 21Q: 3 clusters Score -1309819 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1309882.375000 Penalty: 4599.424316
	Iteration 22Q: 3 clusters Score -1309882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1309946.125000 Penalty: 4599.424316
	Iteration 23Q: 3 clusters Score -1309946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1310006.250000 Penalty: 4599.424316
	Iteration 24Q: 3 clusters Score -1310006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1310056.500000 Penalty: 4599.424316
	Iteration 25Q: 3 clusters Score -1310056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1310101.375000 Penalty: 4599.424316
	Iteration 26Q: 3 clusters Score -1310101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1310157.750000 Penalty: 4599.424316
	Iteration 27Q: 3 clusters Score -1310158 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1310191.125000 Penalty: 4599.424316
	Iteration 28Q: 3 clusters Score -1310191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1310220.875000 Penalty: 4599.424316
	Iteration 29Q: 3 clusters Score -1310221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1310253.125000 Penalty: 4599.424316
	Iteration 30Q: 3 clusters Score -1310253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1310274.250000 Penalty: 4599.424316
	Iteration 31Q: 3 clusters Score -1310274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1310296.250000 Penalty: 4599.424316
	Iteration 32Q: 3 clusters Score -1310296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1310331.875000 Penalty: 4599.424316
	Iteration 33Q: 3 clusters Score -1310332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1310375.875000 Penalty: 4599.424316
	Iteration 34Q: 3 clusters Score -1310376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1310404.250000 Penalty: 4599.424316
	Iteration 35Q: 3 clusters Score -1310404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1310432.625000 Penalty: 4599.424316
	Iteration 36Q: 3 clusters Score -1310433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1310452.250000 Penalty: 4599.424316
	Iteration 37Q: 3 clusters Score -1310452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1310474.625000 Penalty: 4599.424316
	Iteration 38Q: 3 clusters Score -1310475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1310503.750000 Penalty: 4599.424316
	Iteration 39Q: 3 clusters Score -1310504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1310524.000000 Penalty: 4599.424316
	Iteration 40F: 3 clusters Score -1310524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1310548.375000 Penalty: 4599.424316
	Iteration 41Q: 3 clusters Score -1310548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1310563.500000 Penalty: 4599.424316
	Iteration 42Q: 3 clusters Score -1310564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1310570.750000 Penalty: 4599.424316
	Iteration 43Q: 3 clusters Score -1310571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1310586.000000 Penalty: 4599.424316
	Iteration 44Q: 3 clusters Score -1310586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1310593.125000 Penalty: 4599.424316
	Iteration 45Q: 3 clusters Score -1310593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1310602.375000 Penalty: 4599.424316
	Iteration 46Q: 3 clusters Score -1310602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1310607.000000 Penalty: 4599.424316
	Iteration 47Q: 3 clusters Score -1310607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1310616.000000 Penalty: 4599.424316
	Iteration 48Q: 3 clusters Score -1310616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1310622.875000 Penalty: 4599.424316
	Iteration 49Q: 3 clusters Score -1310623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1310624.750000 Penalty: 4599.424316
	Iteration 50Q: 3 clusters Score -1310625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1310625.500000 Penalty: 4599.424316
	Iteration 51Q: 3 clusters Score -1310626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1310629.000000 Penalty: 4599.424316
	Iteration 52Q: 3 clusters Score -1310629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1310632.875000 Penalty: 4599.424316
	Iteration 53Q: 3 clusters Score -1310633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1310635.625000 Penalty: 4599.424316
	Iteration 54Q: 3 clusters Score -1310636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1310642.750000 Penalty: 4599.424316
	Iteration 55Q: 3 clusters Score -1310643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1310644.000000 Penalty: 4599.424316
	Iteration 56Q: 3 clusters Score -1310644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1310648.250000 Penalty: 4599.424316
	Iteration 57Q: 3 clusters Score -1310648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1310646.750000 Penalty: 4599.424316
	Iteration 58Q: 3 clusters Score -1310647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1310652.625000 Penalty: 4599.424316
	Iteration 59Q: 3 clusters Score -1310653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1310657.000000 Penalty: 4599.424316
	Iteration 60F: 3 clusters Score -1310657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1310661.125000 Penalty: 4599.424316
	Iteration 61Q: 3 clusters Score -1310661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1310663.000000 Penalty: 4599.424316
	Iteration 62Q: 3 clusters Score -1310663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1310665.000000 Penalty: 4599.424316
	Iteration 63Q: 3 clusters Score -1310665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1310667.500000 Penalty: 4599.424316
	Iteration 64Q: 3 clusters Score -1310668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1310667.250000 Penalty: 4599.424316
	Iteration 65Q: 3 clusters Score -1310667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1310672.875000 Penalty: 4599.424316
	Iteration 66Q: 3 clusters Score -1310673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1310679.250000 Penalty: 4599.424316
	Iteration 67Q: 3 clusters Score -1310679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1310681.375000 Penalty: 4599.424316
	Iteration 68Q: 3 clusters Score -1310681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1310687.125000 Penalty: 4599.424316
	Iteration 69Q: 3 clusters Score -1310687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1310687.750000 Penalty: 4599.424316
	Iteration 70Q: 3 clusters Score -1310688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1310687.875000 Penalty: 4599.424316
	Iteration 71Q: 3 clusters Score -1310688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1310690.000000 Penalty: 4599.424316
	Iteration 72Q: 3 clusters Score -1310690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1310689.125000 Penalty: 4599.424316
	Iteration 73Q: 3 clusters Score -1310689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1310695.125000 Penalty: 4599.424316
	Iteration 74Q: 3 clusters Score -1310695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1310698.250000 Penalty: 4599.424316
	Iteration 75Q: 3 clusters Score -1310698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1310697.625000 Penalty: 4599.424316
	Iteration 76Q: 3 clusters Score -1310698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1310704.750000 Penalty: 4599.424316
	Iteration 77Q: 3 clusters Score -1310705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1310702.625000 Penalty: 4599.424316
	Iteration 78Q: 3 clusters Score -1310703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1310707.875000 Penalty: 4599.424316
	Iteration 79Q: 3 clusters Score -1310708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1310713.250000 Penalty: 4599.424316
	Iteration 80F: 3 clusters Score -1310713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1310716.500000 Penalty: 4599.424316
	Iteration 81Q: 3 clusters Score -1310716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1310718.500000 Penalty: 4599.424316
	Iteration 82Q: 3 clusters Score -1310718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1310719.500000 Penalty: 4599.424316
	Iteration 83Q: 3 clusters Score -1310720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1310725.125000 Penalty: 4599.424316
	Iteration 84Q: 3 clusters Score -1310725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1310724.750000 Penalty: 4599.424316
	Iteration 85Q: 3 clusters Score -1310725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1310729.125000 Penalty: 4599.424316
	Iteration 86Q: 3 clusters Score -1310729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1310727.250000 Penalty: 4599.424316
	Iteration 87Q: 3 clusters Score -1310727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1310727.000000 Penalty: 4599.424316
	Iteration 88Q: 3 clusters Score -1310727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1310726.125000 Penalty: 4599.424316
	Iteration 89Q: 3 clusters Score -1310726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1310727.625000 Penalty: 4599.424316
	Iteration 90Q: 3 clusters Score -1310728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1310729.750000 Penalty: 4599.424316
	Iteration 91Q: 3 clusters Score -1310730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1310730.375000 Penalty: 4599.424316
	Iteration 92Q: 3 clusters Score -1310730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1310733.000000 Penalty: 4599.424316
	Iteration 93Q: 3 clusters Score -1310733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1310733.000000 Penalty: 4599.424316
	Iteration 94F: 3 clusters Score -1310733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -334676.937500 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -334676.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -331621.312500 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -331621.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -332473.187500 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -332473.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -332885.125000 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -332885.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -333208.531250 Penalty: 3934.451660
	Iteration 3F: 3 clusters Score -333208.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -333433.781250 Penalty: 3934.451660
	Iteration 4F: 3 clusters Score -333433.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -333579.593750 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -333579.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -333672.937500 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -333672.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -333727.562500 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -333727.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -333774.187500 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -333774.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -333798.375000 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -333798.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -333813.875000 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -333813.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -333821.000000 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -333821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -333830.718750 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -333830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -333836.937500 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -333836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -333841.562500 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -333841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -333842.218750 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -333842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -333844.531250 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -333844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -333844.531250 Penalty: 3934.451660
	Iteration 17F: 3 clusters Score -333844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -682754.125000 Penalty: 2169.697754
	Iteration 0F: 2 clusters Score -682754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -677450.375000 Penalty: 4339.395508
	Iteration 0F: 3 clusters Score -677450.4 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -679022.750000 Penalty: 4339.395508
	Iteration 1F: 3 clusters Score -679022.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -679454.125000 Penalty: 4339.395508
	Iteration 2F: 3 clusters Score -679454.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -679814.625000 Penalty: 4339.395508
	Iteration 3F: 3 clusters Score -679814.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -680106.250000 Penalty: 4339.395508
	Iteration 4F: 3 clusters Score -680106.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -680362.250000 Penalty: 4339.395508
	Iteration 5F: 3 clusters Score -680362.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -680566.687500 Penalty: 4339.395508
	Iteration 6Q: 3 clusters Score -680566.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -680736.125000 Penalty: 4339.395508
	Iteration 7Q: 3 clusters Score -680736.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -680877.812500 Penalty: 4339.395508
	Iteration 8Q: 3 clusters Score -680877.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -680967.562500 Penalty: 4339.395508
	Iteration 9Q: 3 clusters Score -680967.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -681025.562500 Penalty: 4339.395508
	Iteration 10Q: 3 clusters Score -681025.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -681081.750000 Penalty: 4339.395508
	Iteration 11Q: 3 clusters Score -681081.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -681127.562500 Penalty: 4339.395508
	Iteration 12Q: 3 clusters Score -681127.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -681182.250000 Penalty: 4339.395508
	Iteration 13Q: 3 clusters Score -681182.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -681231.375000 Penalty: 4339.395508
	Iteration 14Q: 3 clusters Score -681231.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -681281.625000 Penalty: 4339.395508
	Iteration 15Q: 3 clusters Score -681281.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -681341.437500 Penalty: 4339.395508
	Iteration 16Q: 3 clusters Score -681341.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -681390.312500 Penalty: 4339.395508
	Iteration 17Q: 3 clusters Score -681390.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -681441.562500 Penalty: 4339.395508
	Iteration 18Q: 3 clusters Score -681441.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -681492.500000 Penalty: 4339.395508
	Iteration 19Q: 3 clusters Score -681492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -681550.500000 Penalty: 4339.395508
	Iteration 20F: 3 clusters Score -681550.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -681598.562500 Penalty: 4339.395508
	Iteration 21Q: 3 clusters Score -681598.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -681641.437500 Penalty: 4339.395508
	Iteration 22Q: 3 clusters Score -681641.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -681679.000000 Penalty: 4339.395508
	Iteration 23Q: 3 clusters Score -681679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -681708.437500 Penalty: 4339.395508
	Iteration 24Q: 3 clusters Score -681708.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -681741.312500 Penalty: 4339.395508
	Iteration 25Q: 3 clusters Score -681741.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -681771.812500 Penalty: 4339.395508
	Iteration 26Q: 3 clusters Score -681771.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681795.312500 Penalty: 4339.395508
	Iteration 27Q: 3 clusters Score -681795.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -681823.625000 Penalty: 4339.395508
	Iteration 28Q: 3 clusters Score -681823.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681852.500000 Penalty: 4339.395508
	Iteration 29Q: 3 clusters Score -681852.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681870.687500 Penalty: 4339.395508
	Iteration 30Q: 3 clusters Score -681870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -681882.187500 Penalty: 4339.395508
	Iteration 31Q: 3 clusters Score -681882.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -681889.000000 Penalty: 4339.395508
	Iteration 32Q: 3 clusters Score -681889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -681895.625000 Penalty: 4339.395508
	Iteration 33Q: 3 clusters Score -681895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681898.812500 Penalty: 4339.395508
	Iteration 34Q: 3 clusters Score -681898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681899.375000 Penalty: 4339.395508
	Iteration 35Q: 3 clusters Score -681899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681902.375000 Penalty: 4339.395508
	Iteration 36Q: 3 clusters Score -681902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -681902.312500 Penalty: 4339.395508
	Iteration 37Q: 3 clusters Score -681902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -681903.375000 Penalty: 4339.395508
	Iteration 38Q: 3 clusters Score -681903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -681905.187500 Penalty: 4339.395508
	Iteration 39Q: 3 clusters Score -681905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -681904.937500 Penalty: 4339.395508
	Iteration 40F: 3 clusters Score -681904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -681904.937500 Penalty: 4339.395508
	Iteration 41Q: 3 clusters Score -681904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -681904.937500 Penalty: 4339.395508
	Iteration 42Q: 3 clusters Score -681904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -681905.687500 Penalty: 4339.395508
	Iteration 43Q: 3 clusters Score -681905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -681905.687500 Penalty: 4339.395508
	Iteration 44F: 3 clusters Score -681905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Entering Unmasked Estep 
Score: -10045479.000000 Penalty: 2805.687012
	Iteration 0F: 2 clusters Score -1.004548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -9990898.000000 Penalty: 5611.374023
	Iteration 0F: 3 clusters Score -9990898 nChanged 38359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -10013602.000000 Penalty: 5611.374023
	Iteration 1F: 3 clusters Score -1.00136e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -10015438.000000 Penalty: 5611.374023
	Iteration 2F: 3 clusters Score -1.001544e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -10018493.000000 Penalty: 5611.374023
	Iteration 3F: 3 clusters Score -1.001849e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -10023243.000000 Penalty: 5611.374023
	Iteration 4F: 3 clusters Score -1.002324e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -10029451.000000 Penalty: 5611.374023
	Iteration 5F: 3 clusters Score -1.002945e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -10035533.000000 Penalty: 5611.374023
	Iteration 6F: 3 clusters Score -1.003553e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -10039792.000000 Penalty: 5611.374023
	Iteration 7F: 3 clusters Score -1.003979e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -10042200.000000 Penalty: 5611.374023
	Iteration 8Q: 3 clusters Score -1.00422e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10043229.000000 Penalty: 5611.374023
	Iteration 9Q: 3 clusters Score -1.004323e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10043660.000000 Penalty: 5611.374023
	Iteration 10Q: 3 clusters Score -1.004366e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -10043842.000000 Penalty: 5611.374023
	Iteration 11Q: 3 clusters Score -1.004384e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10043941.000000 Penalty: 5611.374023
	Iteration 12Q: 3 clusters Score -1.004394e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -10044018.000000 Penalty: 5611.374023
	Iteration 13Q: 3 clusters Score -1.004402e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10044044.000000 Penalty: 5611.374023
	Iteration 14Q: 3 clusters Score -1.004404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10044053.000000 Penalty: 5611.374023
	Iteration 15Q: 3 clusters Score -1.004405e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10044085.000000 Penalty: 5611.374023
	Iteration 16Q: 3 clusters Score -1.004408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -10044114.000000 Penalty: 5611.374023
	Iteration 17Q: 3 clusters Score -1.004411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10044101.000000 Penalty: 5611.374023
	Iteration 18Q: 3 clusters Score -1.00441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10044110.000000 Penalty: 5611.374023
	Iteration 19Q: 3 clusters Score -1.004411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10044140.000000 Penalty: 5611.374023
	Iteration 20F: 3 clusters Score -1.004414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10044134.000000 Penalty: 5611.374023
	Iteration 21Q: 3 clusters Score -1.004413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -10044147.000000 Penalty: 5611.374023
	Iteration 22Q: 3 clusters Score -1.004415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10044164.000000 Penalty: 5611.374023
	Iteration 23Q: 3 clusters Score -1.004416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10044169.000000 Penalty: 5611.374023
	Iteration 24Q: 3 clusters Score -1.004417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10044160.000000 Penalty: 5611.374023
	Iteration 25Q: 3 clusters Score -1.004416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10044162.000000 Penalty: 5611.374023
	Iteration 26Q: 3 clusters Score -1.004416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10044169.000000 Penalty: 5611.374023
	Iteration 27Q: 3 clusters Score -1.004417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10044175.000000 Penalty: 5611.374023
	Iteration 28Q: 3 clusters Score -1.004418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10044189.000000 Penalty: 5611.374023
	Iteration 29Q: 3 clusters Score -1.004419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10044183.000000 Penalty: 5611.374023
	Iteration 30Q: 3 clusters Score -1.004418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10044183.000000 Penalty: 5611.374023
	Iteration 31Q: 3 clusters Score -1.004418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10044186.000000 Penalty: 5611.374023
	Iteration 32Q: 3 clusters Score -1.004419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10044179.000000 Penalty: 5611.374023
	Iteration 33Q: 3 clusters Score -1.004418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -10044176.000000 Penalty: 5611.374023
	Iteration 34Q: 3 clusters Score -1.004418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -10044176.000000 Penalty: 5611.374023
	Iteration 35Q: 3 clusters Score -1.004418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10044171.000000 Penalty: 5611.374023
	Iteration 36Q: 3 clusters Score -1.004417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10044171.000000 Penalty: 5611.374023
	Iteration 37F: 3 clusters Score -1.004417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Entering Unmasked Estep 
Score: -1564765.250000 Penalty: 2341.657227
	Iteration 0F: 2 clusters Score -1564765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1555278.750000 Penalty: 4683.314453
	Iteration 0F: 3 clusters Score -1555279 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1558264.125000 Penalty: 4683.314453
	Iteration 1F: 3 clusters Score -1558264 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1558777.375000 Penalty: 4683.314453
	Iteration 2F: 3 clusters Score -1558777 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1559335.500000 Penalty: 4683.314453
	Iteration 3F: 3 clusters Score -1559336 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1559916.000000 Penalty: 4683.314453
	Iteration 4F: 3 clusters Score -1559916 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1560586.375000 Penalty: 4683.314453
	Iteration 5F: 3 clusters Score -1560586 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1561273.375000 Penalty: 4683.314453
	Iteration 6F: 3 clusters Score -1561273 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1562006.500000 Penalty: 4683.314453
	Iteration 7F: 3 clusters Score -1562006 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1562649.000000 Penalty: 4683.314453
	Iteration 8Q: 3 clusters Score -1562649 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1563200.625000 Penalty: 4683.314453
	Iteration 9Q: 3 clusters Score -1563201 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1563527.250000 Penalty: 4683.314453
	Iteration 10Q: 3 clusters Score -1563527 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1563699.625000 Penalty: 4683.314453
	Iteration 11Q: 3 clusters Score -1563700 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1563806.000000 Penalty: 4683.314453
	Iteration 12Q: 3 clusters Score -1563806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1563896.125000 Penalty: 4683.314453
	Iteration 13Q: 3 clusters Score -1563896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1563939.000000 Penalty: 4683.314453
	Iteration 14Q: 3 clusters Score -1563939 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1563975.250000 Penalty: 4683.314453
	Iteration 15Q: 3 clusters Score -1563975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1564005.500000 Penalty: 4683.314453
	Iteration 16Q: 3 clusters Score -1564006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1564030.250000 Penalty: 4683.314453
	Iteration 17Q: 3 clusters Score -1564030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1564046.250000 Penalty: 4683.314453
	Iteration 18Q: 3 clusters Score -1564046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1564054.500000 Penalty: 4683.314453
	Iteration 19Q: 3 clusters Score -1564054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1564067.750000 Penalty: 4683.314453
	Iteration 20F: 3 clusters Score -1564068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1564073.750000 Penalty: 4683.314453
	Iteration 21Q: 3 clusters Score -1564074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1564084.000000 Penalty: 4683.314453
	Iteration 22Q: 3 clusters Score -1564084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1564096.000000 Penalty: 4683.314453
	Iteration 23Q: 3 clusters Score -1564096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1564107.000000 Penalty: 4683.314453
	Iteration 24Q: 3 clusters Score -1564107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1564109.000000 Penalty: 4683.314453
	Iteration 25Q: 3 clusters Score -1564109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1564110.250000 Penalty: 4683.314453
	Iteration 26Q: 3 clusters Score -1564110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1564118.000000 Penalty: 4683.314453
	Iteration 27Q: 3 clusters Score -1564118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1564122.500000 Penalty: 4683.314453
	Iteration 28Q: 3 clusters Score -1564122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1564125.500000 Penalty: 4683.314453
	Iteration 29Q: 3 clusters Score -1564126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1564127.375000 Penalty: 4683.314453
	Iteration 30Q: 3 clusters Score -1564127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1564129.625000 Penalty: 4683.314453
	Iteration 31Q: 3 clusters Score -1564130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1564129.250000 Penalty: 4683.314453
	Iteration 32Q: 3 clusters Score -1564129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1564125.375000 Penalty: 4683.314453
	Iteration 33Q: 3 clusters Score -1564125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1564129.250000 Penalty: 4683.314453
	Iteration 34Q: 3 clusters Score -1564129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1564128.875000 Penalty: 4683.314453
	Iteration 35Q: 3 clusters Score -1564129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1564130.500000 Penalty: 4683.314453
	Iteration 36Q: 3 clusters Score -1564130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1564129.750000 Penalty: 4683.314453
	Iteration 37Q: 3 clusters Score -1564130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1564135.125000 Penalty: 4683.314453
	Iteration 38Q: 3 clusters Score -1564135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1564135.250000 Penalty: 4683.314453
	Iteration 39Q: 3 clusters Score -1564135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1564134.250000 Penalty: 4683.314453
	Iteration 40F: 3 clusters Score -1564134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1564135.250000 Penalty: 4683.314453
	Iteration 41Q: 3 clusters Score -1564135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1564134.875000 Penalty: 4683.314453
	Iteration 42Q: 3 clusters Score -1564135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1564136.500000 Penalty: 4683.314453
	Iteration 43Q: 3 clusters Score -1564136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1564134.750000 Penalty: 4683.314453
	Iteration 44Q: 3 clusters Score -1564135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1564134.250000 Penalty: 4683.314453
	Iteration 45Q: 3 clusters Score -1564134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1564136.125000 Penalty: 4683.314453
	Iteration 46Q: 3 clusters Score -1564136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1564137.500000 Penalty: 4683.314453
	Iteration 47Q: 3 clusters Score -1564138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1564139.875000 Penalty: 4683.314453
	Iteration 48Q: 3 clusters Score -1564140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1564139.125000 Penalty: 4683.314453
	Iteration 49Q: 3 clusters Score -1564139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1564141.500000 Penalty: 4683.314453
	Iteration 50Q: 3 clusters Score -1564142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1564139.125000 Penalty: 4683.314453
	Iteration 51Q: 3 clusters Score -1564139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1564141.625000 Penalty: 4683.314453
	Iteration 52Q: 3 clusters Score -1564142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1564142.125000 Penalty: 4683.314453
	Iteration 53Q: 3 clusters Score -1564142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1564141.375000 Penalty: 4683.314453
	Iteration 54Q: 3 clusters Score -1564141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1564140.625000 Penalty: 4683.314453
	Iteration 55Q: 3 clusters Score -1564141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1564142.875000 Penalty: 4683.314453
	Iteration 56Q: 3 clusters Score -1564143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1564145.875000 Penalty: 4683.314453
	Iteration 57Q: 3 clusters Score -1564146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1564146.375000 Penalty: 4683.314453
	Iteration 58Q: 3 clusters Score -1564146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1564147.250000 Penalty: 4683.314453
	Iteration 59Q: 3 clusters Score -1564147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1564146.625000 Penalty: 4683.314453
	Iteration 60F: 3 clusters Score -1564147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119354.546875 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117430.515625 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117430.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117692.281250 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117692.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117772.000000 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117812.710938 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117812.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117850.382812 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117850.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117892.992188 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117920.195312 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117936.007812 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117942.007812 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117946.343750 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117946.343750 Penalty: 3419.756348
	Iteration 10F: 3 clusters Score -117946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Entering Unmasked Estep 
Score: -17043162.000000 Penalty: 2932.266357
	Iteration 0F: 2 clusters Score -1.704316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -16952354.000000 Penalty: 5864.532715
	Iteration 0F: 3 clusters Score -1.695235e+07 nChanged 64871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -16989336.000000 Penalty: 5864.532715
	Iteration 1F: 3 clusters Score -1.698934e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -16989978.000000 Penalty: 5864.532715
	Iteration 2Q: 3 clusters Score -1.698998e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -16990622.000000 Penalty: 5864.532715
	Iteration 3Q: 3 clusters Score -1.699062e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -16991358.000000 Penalty: 5864.532715
	Iteration 4Q: 3 clusters Score -1.699136e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -16992138.000000 Penalty: 5864.532715
	Iteration 5Q: 3 clusters Score -1.699214e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -16993364.000000 Penalty: 5864.532715
	Iteration 6Q: 3 clusters Score -1.699336e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -16994806.000000 Penalty: 5864.532715
	Iteration 7Q: 3 clusters Score -1.699481e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -16996962.000000 Penalty: 5864.532715
	Iteration 8Q: 3 clusters Score -1.699696e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -17000424.000000 Penalty: 5864.532715
	Iteration 9Q: 3 clusters Score -1.700042e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -17005124.000000 Penalty: 5864.532715
	Iteration 10F: 3 clusters Score -1.700512e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -17011294.000000 Penalty: 5864.532715
	Iteration 11F: 3 clusters Score -1.701129e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -17018384.000000 Penalty: 5864.532715
	Iteration 12F: 3 clusters Score -1.701838e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -17024688.000000 Penalty: 5864.532715
	Iteration 13F: 3 clusters Score -1.702469e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -17029672.000000 Penalty: 5864.532715
	Iteration 14Q: 3 clusters Score -1.702967e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -17033060.000000 Penalty: 5864.532715
	Iteration 15Q: 3 clusters Score -1.703306e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -17035344.000000 Penalty: 5864.532715
	Iteration 16Q: 3 clusters Score -1.703534e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 129001 members 
Entering Unmasked Estep 
Score: -17036992.000000 Penalty: 5864.532715
	Iteration 17Q: 3 clusters Score -1.703699e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -17038332.000000 Penalty: 5864.532715
	Iteration 18Q: 3 clusters Score -1.703833e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -17039234.000000 Penalty: 5864.532715
	Iteration 19Q: 3 clusters Score -1.703923e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -17039944.000000 Penalty: 5864.532715
	Iteration 20F: 3 clusters Score -1.703994e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 133515 members 
Entering Unmasked Estep 
Score: -17040280.000000 Penalty: 5864.532715
	Iteration 21Q: 3 clusters Score -1.704028e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -17040520.000000 Penalty: 5864.532715
	Iteration 22Q: 3 clusters Score -1.704052e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 134150 members 
Entering Unmasked Estep 
Score: -17040756.000000 Penalty: 5864.532715
	Iteration 23Q: 3 clusters Score -1.704076e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -17040892.000000 Penalty: 5864.532715
	Iteration 24Q: 3 clusters Score -1.704089e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -17040930.000000 Penalty: 5864.532715
	Iteration 25Q: 3 clusters Score -1.704093e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -17040976.000000 Penalty: 5864.532715
	Iteration 26Q: 3 clusters Score -1.704098e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -17041014.000000 Penalty: 5864.532715
	Iteration 27Q: 3 clusters Score -1.704101e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 134694 members 
Entering Unmasked Estep 
Score: -17040996.000000 Penalty: 5864.532715
	Iteration 28Q: 3 clusters Score -1.7041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -17041014.000000 Penalty: 5864.532715
	Iteration 29Q: 3 clusters Score -1.704101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 134782 members 
Entering Unmasked Estep 
Score: -17041048.000000 Penalty: 5864.532715
	Iteration 30Q: 3 clusters Score -1.704105e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -17041088.000000 Penalty: 5864.532715
	Iteration 31Q: 3 clusters Score -1.704109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -17041074.000000 Penalty: 5864.532715
	Iteration 32Q: 3 clusters Score -1.704107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 134867 members 
Entering Unmasked Estep 
Score: -17041080.000000 Penalty: 5864.532715
	Iteration 33Q: 3 clusters Score -1.704108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 134878 members 
Entering Unmasked Estep 
Score: -17041096.000000 Penalty: 5864.532715
	Iteration 34Q: 3 clusters Score -1.70411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -17041092.000000 Penalty: 5864.532715
	Iteration 35Q: 3 clusters Score -1.704109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 134889 members 
Entering Unmasked Estep 
Score: -17041092.000000 Penalty: 5864.532715
	Iteration 36Q: 3 clusters Score -1.704109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 134899 members 
Entering Unmasked Estep 
Score: -17041102.000000 Penalty: 5864.532715
	Iteration 37Q: 3 clusters Score -1.70411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 134908 members 
Entering Unmasked Estep 
Score: -17041118.000000 Penalty: 5864.532715
	Iteration 38Q: 3 clusters Score -1.704112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 134913 members 
Entering Unmasked Estep 
Score: -17041114.000000 Penalty: 5864.532715
	Iteration 39Q: 3 clusters Score -1.704111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 134919 members 
Entering Unmasked Estep 
Score: -17041112.000000 Penalty: 5864.532715
	Iteration 40F: 3 clusters Score -1.704111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -17041124.000000 Penalty: 5864.532715
	Iteration 41Q: 3 clusters Score -1.704112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -17041126.000000 Penalty: 5864.532715
	Iteration 42Q: 3 clusters Score -1.704113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -17041122.000000 Penalty: 5864.532715
	Iteration 43Q: 3 clusters Score -1.704112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 134940 members 
Entering Unmasked Estep 
Score: -17041130.000000 Penalty: 5864.532715
	Iteration 44Q: 3 clusters Score -1.704113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -17041128.000000 Penalty: 5864.532715
	Iteration 45Q: 3 clusters Score -1.704113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
Score: -17041136.000000 Penalty: 5864.532715
	Iteration 46Q: 3 clusters Score -1.704114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -17041132.000000 Penalty: 5864.532715
	Iteration 47Q: 3 clusters Score -1.704113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -17041132.000000 Penalty: 5864.532715
	Iteration 48F: 3 clusters Score -1.704113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -848327.062500 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -848327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -842630.687500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -842630.7 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -844093.187500 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -844093.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -844406.062500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -844406.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -844689.812500 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -844689.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -844965.500000 Penalty: 4379.804199
	Iteration 4F: 3 clusters Score -844965.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -845221.500000 Penalty: 4379.804199
	Iteration 5F: 3 clusters Score -845221.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -845491.312500 Penalty: 4379.804199
	Iteration 6F: 3 clusters Score -845491.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -845762.500000 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -845762.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -846031.187500 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -846031.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -846297.062500 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -846297.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -846620.562500 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -846620.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -846990.750000 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -846990.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -847361.437500 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -847361.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -847732.312500 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -847732.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -848049.875000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -848049.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -848308.375000 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -848308.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -848418.562500 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -848418.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -848454.000000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -848454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -848467.437500 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -848467.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -848474.937500 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -848474.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -848480.500000 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -848480.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -848485.437500 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -848485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -848488.187500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -848488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -848490.500000 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -848490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -848493.187500 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -848493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -848494.500000 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -848494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -848497.062500 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -848497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -848498.562500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -848498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -848499.125000 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -848499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -848499.125000 Penalty: 4379.804199
	Iteration 29F: 3 clusters Score -848499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 12899 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Entering Unmasked Estep 
Score: -134471200.000000 Penalty: 227887.359375
Splitting cluster 18 changes total score from -134470016.000000 to -134471200.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 19 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141211.187500 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139139.328125 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139139.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139431.781250 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -139431.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139549.390625 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -139549.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139593.312500 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -139593.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139616.687500 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -139616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139633.828125 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -139633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139648.859375 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -139648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139650.593750 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -139650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139653.203125 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -139653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139654.171875 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -139654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139655.140625 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -139655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139655.687500 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -139655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139656.250000 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -139656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139657.046875 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -139657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139657.859375 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -139657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139657.859375 Penalty: 3499.007080
	Iteration 15F: 3 clusters Score -139657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -492830.687500 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -492830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -488708.375000 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -488708.4 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -489694.781250 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -489694.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -489976.500000 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -489976.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -490176.031250 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -490176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -490390.312500 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -490390.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -490584.656250 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -490584.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -490792.281250 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -490792.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -490986.250000 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -490986.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -491158.625000 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -491158.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -491302.156250 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -491302.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -491429.062500 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -491429.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -491540.406250 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -491540.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -491627.187500 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -491627.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -491735.156250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -491735.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -491836.250000 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -491836.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -491936.781250 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -491936.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -492016.781250 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -492016.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492095.625000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -492095.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -492144.812500 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -492144.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -492187.625000 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -492187.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -492230.687500 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -492230.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -492280.031250 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -492280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -492322.812500 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -492322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -492338.062500 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -492338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -492343.281250 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -492343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -492347.093750 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -492347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -492350.718750 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -492350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -492351.843750 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -492351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -492352.468750 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -492352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -492352.468750 Penalty: 4140.521973
	Iteration 29F: 3 clusters Score -492352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -75609.179688 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -75609.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73901.125000 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -73901.12 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74660.843750 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -74660.84 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75054.187500 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -75054.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75208.648438 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -75208.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75344.742188 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -75344.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75452.328125 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -75452.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75617.156250 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -75617.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75850.523438 Penalty: 3333.827148
	Iteration 7F: 3 clusters Score -75850.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76235.976562 Penalty: 3333.827148
	Iteration 8F: 3 clusters Score -76235.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76626.164062 Penalty: 3333.827148
	Iteration 9F: 3 clusters Score -76626.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76828.101562 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -76828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76883.812500 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -76883.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76892.687500 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -76892.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76900.765625 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -76900.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76917.312500 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -76917.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76944.132812 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -76944.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76956.367188 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -76956.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76980.421875 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -76980.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76997.757812 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -76997.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77002.125000 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -77002.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77002.125000 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -77002.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 12899 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Entering Unmasked Estep 
Score: -134470752.000000 Penalty: 231340.203125
Splitting cluster 21 changes total score from -134470016.000000 to -134470752.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 22 (12899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Entering Unmasked Estep 
Score: -1563236.500000 Penalty: 2347.296387
	Iteration 0F: 2 clusters Score -1563236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1553749.875000 Penalty: 4694.592773
	Iteration 0F: 3 clusters Score -1553750 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1556735.125000 Penalty: 4694.592773
	Iteration 1F: 3 clusters Score -1556735 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1557418.875000 Penalty: 4694.592773
	Iteration 2F: 3 clusters Score -1557419 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1558703.125000 Penalty: 4694.592773
	Iteration 3F: 3 clusters Score -1558703 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1560495.375000 Penalty: 4694.592773
	Iteration 4F: 3 clusters Score -1560495 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1561755.750000 Penalty: 4694.592773
	Iteration 5F: 3 clusters Score -1561756 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1562572.125000 Penalty: 4694.592773
	Iteration 6F: 3 clusters Score -1562572 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1563182.375000 Penalty: 4694.592773
	Iteration 7F: 3 clusters Score -1563182 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1563669.625000 Penalty: 4694.592773
	Iteration 8Q: 3 clusters Score -1563670 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1564084.250000 Penalty: 4694.592773
	Iteration 9Q: 3 clusters Score -1564084 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1564382.750000 Penalty: 4694.592773
	Iteration 10Q: 3 clusters Score -1564383 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1564651.375000 Penalty: 4694.592773
	Iteration 11Q: 3 clusters Score -1564651 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1564794.375000 Penalty: 4694.592773
	Iteration 12Q: 3 clusters Score -1564794 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1564902.625000 Penalty: 4694.592773
	Iteration 13Q: 3 clusters Score -1564903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1564972.625000 Penalty: 4694.592773
	Iteration 14Q: 3 clusters Score -1564973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1565021.750000 Penalty: 4694.592773
	Iteration 15Q: 3 clusters Score -1565022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1565059.750000 Penalty: 4694.592773
	Iteration 16Q: 3 clusters Score -1565060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1565091.750000 Penalty: 4694.592773
	Iteration 17Q: 3 clusters Score -1565092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1565105.875000 Penalty: 4694.592773
	Iteration 18Q: 3 clusters Score -1565106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1565117.250000 Penalty: 4694.592773
	Iteration 19Q: 3 clusters Score -1565117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1565135.125000 Penalty: 4694.592773
	Iteration 20F: 3 clusters Score -1565135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1565145.000000 Penalty: 4694.592773
	Iteration 21Q: 3 clusters Score -1565145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1565153.875000 Penalty: 4694.592773
	Iteration 22Q: 3 clusters Score -1565154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1565169.750000 Penalty: 4694.592773
	Iteration 23Q: 3 clusters Score -1565170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1565182.500000 Penalty: 4694.592773
	Iteration 24Q: 3 clusters Score -1565182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1565190.500000 Penalty: 4694.592773
	Iteration 25Q: 3 clusters Score -1565190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1565202.250000 Penalty: 4694.592773
	Iteration 26Q: 3 clusters Score -1565202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1565224.625000 Penalty: 4694.592773
	Iteration 27Q: 3 clusters Score -1565225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1565233.750000 Penalty: 4694.592773
	Iteration 28Q: 3 clusters Score -1565234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1565245.375000 Penalty: 4694.592773
	Iteration 29Q: 3 clusters Score -1565245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1565259.625000 Penalty: 4694.592773
	Iteration 30Q: 3 clusters Score -1565260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1565276.375000 Penalty: 4694.592773
	Iteration 31Q: 3 clusters Score -1565276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1565293.000000 Penalty: 4694.592773
	Iteration 32Q: 3 clusters Score -1565293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1565312.000000 Penalty: 4694.592773
	Iteration 33Q: 3 clusters Score -1565312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1565339.500000 Penalty: 4694.592773
	Iteration 34Q: 3 clusters Score -1565340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1565365.000000 Penalty: 4694.592773
	Iteration 35Q: 3 clusters Score -1565365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1565375.750000 Penalty: 4694.592773
	Iteration 36Q: 3 clusters Score -1565376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1565398.625000 Penalty: 4694.592773
	Iteration 37Q: 3 clusters Score -1565399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1565410.750000 Penalty: 4694.592773
	Iteration 38Q: 3 clusters Score -1565411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1565419.125000 Penalty: 4694.592773
	Iteration 39Q: 3 clusters Score -1565419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1565426.125000 Penalty: 4694.592773
	Iteration 40F: 3 clusters Score -1565426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1565432.875000 Penalty: 4694.592773
	Iteration 41Q: 3 clusters Score -1565433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1565444.000000 Penalty: 4694.592773
	Iteration 42Q: 3 clusters Score -1565444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1565452.625000 Penalty: 4694.592773
	Iteration 43Q: 3 clusters Score -1565453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1565455.375000 Penalty: 4694.592773
	Iteration 44Q: 3 clusters Score -1565455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1565460.500000 Penalty: 4694.592773
	Iteration 45Q: 3 clusters Score -1565460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1565459.125000 Penalty: 4694.592773
	Iteration 46Q: 3 clusters Score -1565459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1565458.000000 Penalty: 4694.592773
	Iteration 47Q: 3 clusters Score -1565458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1565459.000000 Penalty: 4694.592773
	Iteration 48Q: 3 clusters Score -1565459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1565461.500000 Penalty: 4694.592773
	Iteration 49Q: 3 clusters Score -1565462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1565462.250000 Penalty: 4694.592773
	Iteration 50Q: 3 clusters Score -1565462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1565460.875000 Penalty: 4694.592773
	Iteration 51Q: 3 clusters Score -1565461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1565461.125000 Penalty: 4694.592773
	Iteration 52Q: 3 clusters Score -1565461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1565461.125000 Penalty: 4694.592773
	Iteration 53F: 3 clusters Score -1565461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Entering Unmasked Estep 
Score: -134471968.000000 Penalty: 234793.031250
Splitting cluster 22 changes total score from -134470016.000000 to -134471968.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 23 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -626826.062500 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -626826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -622399.062500 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -622399.1 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -623350.125000 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -623350.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -623532.125000 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -623532.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -623653.437500 Penalty: 4198.145996
	Iteration 3Q: 3 clusters Score -623653.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -623745.125000 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -623745.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -623810.562500 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -623810.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -623852.500000 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -623852.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -623886.500000 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -623886.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -623916.625000 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -623916.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -623941.500000 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -623941.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -623966.312500 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -623966.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -623987.812500 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -623987.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -624004.750000 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -624004.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -624022.125000 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -624022.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -624039.625000 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -624039.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -624059.187500 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -624059.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -624078.250000 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -624078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -624093.437500 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -624093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -624106.500000 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -624106.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -624120.500000 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -624120.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -624141.187500 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -624141.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -624157.312500 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -624157.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -624167.500000 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -624167.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -624177.062500 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -624177.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -624181.062500 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -624181.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -624189.312500 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -624189.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -624200.125000 Penalty: 4198.145996
	Iteration 26Q: 3 clusters Score -624200.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -624212.812500 Penalty: 4198.145996
	Iteration 27Q: 3 clusters Score -624212.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -624225.875000 Penalty: 4198.145996
	Iteration 28Q: 3 clusters Score -624225.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -624243.250000 Penalty: 4198.145996
	Iteration 29Q: 3 clusters Score -624243.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -624262.437500 Penalty: 4198.145996
	Iteration 30Q: 3 clusters Score -624262.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -624279.750000 Penalty: 4198.145996
	Iteration 31Q: 3 clusters Score -624279.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -624296.312500 Penalty: 4198.145996
	Iteration 32Q: 3 clusters Score -624296.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -624310.875000 Penalty: 4198.145996
	Iteration 33Q: 3 clusters Score -624310.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -624326.875000 Penalty: 4198.145996
	Iteration 34Q: 3 clusters Score -624326.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -624342.187500 Penalty: 4198.145996
	Iteration 35Q: 3 clusters Score -624342.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -624357.250000 Penalty: 4198.145996
	Iteration 36Q: 3 clusters Score -624357.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -624377.125000 Penalty: 4198.145996
	Iteration 37Q: 3 clusters Score -624377.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -624396.187500 Penalty: 4198.145996
	Iteration 38Q: 3 clusters Score -624396.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -624423.375000 Penalty: 4198.145996
	Iteration 39Q: 3 clusters Score -624423.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -624449.312500 Penalty: 4198.145996
	Iteration 40F: 3 clusters Score -624449.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -624474.750000 Penalty: 4198.145996
	Iteration 41Q: 3 clusters Score -624474.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -624505.125000 Penalty: 4198.145996
	Iteration 42Q: 3 clusters Score -624505.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -624536.625000 Penalty: 4198.145996
	Iteration 43Q: 3 clusters Score -624536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -624561.875000 Penalty: 4198.145996
	Iteration 44Q: 3 clusters Score -624561.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -624584.312500 Penalty: 4198.145996
	Iteration 45Q: 3 clusters Score -624584.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -624612.437500 Penalty: 4198.145996
	Iteration 46Q: 3 clusters Score -624612.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -624640.125000 Penalty: 4198.145996
	Iteration 47Q: 3 clusters Score -624640.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -624673.937500 Penalty: 4198.145996
	Iteration 48Q: 3 clusters Score -624673.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -624705.750000 Penalty: 4198.145996
	Iteration 49Q: 3 clusters Score -624705.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -624735.000000 Penalty: 4198.145996
	Iteration 50Q: 3 clusters Score -624735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -624767.875000 Penalty: 4198.145996
	Iteration 51Q: 3 clusters Score -624767.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -624809.375000 Penalty: 4198.145996
	Iteration 52Q: 3 clusters Score -624809.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -624836.562500 Penalty: 4198.145996
	Iteration 53Q: 3 clusters Score -624836.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -624859.500000 Penalty: 4198.145996
	Iteration 54Q: 3 clusters Score -624859.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -624877.500000 Penalty: 4198.145996
	Iteration 55Q: 3 clusters Score -624877.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -624888.062500 Penalty: 4198.145996
	Iteration 56Q: 3 clusters Score -624888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -624895.625000 Penalty: 4198.145996
	Iteration 57Q: 3 clusters Score -624895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -624903.562500 Penalty: 4198.145996
	Iteration 58Q: 3 clusters Score -624903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -624915.875000 Penalty: 4198.145996
	Iteration 59Q: 3 clusters Score -624915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -624919.937500 Penalty: 4198.145996
	Iteration 60F: 3 clusters Score -624919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -624926.875000 Penalty: 4198.145996
	Iteration 61Q: 3 clusters Score -624926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -624933.312500 Penalty: 4198.145996
	Iteration 62Q: 3 clusters Score -624933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -624937.812500 Penalty: 4198.145996
	Iteration 63Q: 3 clusters Score -624937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -624942.375000 Penalty: 4198.145996
	Iteration 64Q: 3 clusters Score -624942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -624952.125000 Penalty: 4198.145996
	Iteration 65Q: 3 clusters Score -624952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -624956.062500 Penalty: 4198.145996
	Iteration 66Q: 3 clusters Score -624956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -624957.250000 Penalty: 4198.145996
	Iteration 67Q: 3 clusters Score -624957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -624958.875000 Penalty: 4198.145996
	Iteration 68Q: 3 clusters Score -624958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -624961.187500 Penalty: 4198.145996
	Iteration 69Q: 3 clusters Score -624961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -624961.937500 Penalty: 4198.145996
	Iteration 70Q: 3 clusters Score -624961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -624966.875000 Penalty: 4198.145996
	Iteration 71Q: 3 clusters Score -624966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -624969.062500 Penalty: 4198.145996
	Iteration 72Q: 3 clusters Score -624969.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -624970.125000 Penalty: 4198.145996
	Iteration 73Q: 3 clusters Score -624970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -624972.500000 Penalty: 4198.145996
	Iteration 74Q: 3 clusters Score -624972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -624973.875000 Penalty: 4198.145996
	Iteration 75Q: 3 clusters Score -624973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -624976.000000 Penalty: 4198.145996
	Iteration 76Q: 3 clusters Score -624976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -624979.937500 Penalty: 4198.145996
	Iteration 77Q: 3 clusters Score -624979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -624983.062500 Penalty: 4198.145996
	Iteration 78Q: 3 clusters Score -624983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -624985.375000 Penalty: 4198.145996
	Iteration 79Q: 3 clusters Score -624985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -624987.812500 Penalty: 4198.145996
	Iteration 80F: 3 clusters Score -624987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -624989.812500 Penalty: 4198.145996
	Iteration 81Q: 3 clusters Score -624989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -624990.125000 Penalty: 4198.145996
	Iteration 82Q: 3 clusters Score -624990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -624990.937500 Penalty: 4198.145996
	Iteration 83Q: 3 clusters Score -624990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -624990.937500 Penalty: 4198.145996
	Iteration 84F: 3 clusters Score -624990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -691314.375000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -691314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -686386.812500 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -686386.8 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -687642.062500 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -687642.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -687913.500000 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -687913.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -688092.312500 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -688092.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -688225.125000 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -688225.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -688348.812500 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -688348.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -688479.750000 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -688479.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -688615.687500 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -688615.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -688757.875000 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -688757.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -688896.062500 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -688896.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -689042.687500 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -689042.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -689190.125000 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -689190.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -689349.187500 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -689349.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -689498.000000 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -689498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -689617.187500 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -689617.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -689712.625000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -689712.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -689808.312500 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -689808.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -689917.562500 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -689917.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -690094.000000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -690094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -690367.937500 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -690367.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -690867.687500 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -690867.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -691221.750000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -691221.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -691297.875000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -691297.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -691319.500000 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -691319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -691322.500000 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -691322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -691322.812500 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -691322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -691323.625000 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -691323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -691323.625000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -691323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -691324.937500 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -691324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -691324.937500 Penalty: 4281.624023
	Iteration 29F: 3 clusters Score -691324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Entering Unmasked Estep 
Score: -134470432.000000 Penalty: 238245.875000
Splitting cluster 24 changes total score from -134470016.000000 to -134470432.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 25 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -133609.406250 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -133609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131759.828125 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -131759.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132159.640625 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -132159.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -132496.109375 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -132496.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132813.765625 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -132813.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133078.234375 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -133078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133269.531250 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -133269.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133371.296875 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -133371.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -133444.312500 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -133444.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133508.328125 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -133508.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133571.718750 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -133571.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133641.609375 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -133641.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133697.906250 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -133697.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133744.359375 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -133744.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133778.500000 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -133778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133822.046875 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -133822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133841.609375 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -133841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -133853.343750 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -133853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133887.906250 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -133887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133914.203125 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -133914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133929.843750 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -133929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133934.343750 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -133934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 456 members 
Entering Unmasked Estep 
Score: -134468784.000000 Penalty: 241698.718750
Splitting cluster 25 changes total score from -134470016.000000 to -134468784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (22365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Entering Unmasked Estep 
Score: -2757521.750000 Penalty: 2483.782471
	Iteration 0F: 2 clusters Score -2757522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2741887.250000 Penalty: 4967.564941
	Iteration 0F: 3 clusters Score -2741887 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2747290.750000 Penalty: 4967.564941
	Iteration 1F: 3 clusters Score -2747291 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2747800.000000 Penalty: 4967.564941
	Iteration 2F: 3 clusters Score -2747800 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2748319.500000 Penalty: 4967.564941
	Iteration 3F: 3 clusters Score -2748320 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2748777.000000 Penalty: 4967.564941
	Iteration 4Q: 3 clusters Score -2748777 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2749215.750000 Penalty: 4967.564941
	Iteration 5Q: 3 clusters Score -2749216 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2749744.500000 Penalty: 4967.564941
	Iteration 6Q: 3 clusters Score -2749744 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2750301.000000 Penalty: 4967.564941
	Iteration 7Q: 3 clusters Score -2750301 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2750927.750000 Penalty: 4967.564941
	Iteration 8Q: 3 clusters Score -2750928 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2751706.000000 Penalty: 4967.564941
	Iteration 9F: 3 clusters Score -2751706 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2752548.250000 Penalty: 4967.564941
	Iteration 10F: 3 clusters Score -2752548 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2753183.250000 Penalty: 4967.564941
	Iteration 11Q: 3 clusters Score -2753183 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2753609.750000 Penalty: 4967.564941
	Iteration 12Q: 3 clusters Score -2753610 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2753959.250000 Penalty: 4967.564941
	Iteration 13Q: 3 clusters Score -2753959 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2754255.250000 Penalty: 4967.564941
	Iteration 14Q: 3 clusters Score -2754255 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2754471.250000 Penalty: 4967.564941
	Iteration 15Q: 3 clusters Score -2754471 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2754653.750000 Penalty: 4967.564941
	Iteration 16Q: 3 clusters Score -2754654 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2754867.000000 Penalty: 4967.564941
	Iteration 17Q: 3 clusters Score -2754867 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2755027.750000 Penalty: 4967.564941
	Iteration 18Q: 3 clusters Score -2755028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2755173.000000 Penalty: 4967.564941
	Iteration 19Q: 3 clusters Score -2755173 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2755300.500000 Penalty: 4967.564941
	Iteration 20F: 3 clusters Score -2755300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2755391.500000 Penalty: 4967.564941
	Iteration 21Q: 3 clusters Score -2755392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2755466.750000 Penalty: 4967.564941
	Iteration 22Q: 3 clusters Score -2755467 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2755511.000000 Penalty: 4967.564941
	Iteration 23Q: 3 clusters Score -2755511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2755542.250000 Penalty: 4967.564941
	Iteration 24Q: 3 clusters Score -2755542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2755579.000000 Penalty: 4967.564941
	Iteration 25Q: 3 clusters Score -2755579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2755600.000000 Penalty: 4967.564941
	Iteration 26Q: 3 clusters Score -2755600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2755619.000000 Penalty: 4967.564941
	Iteration 27Q: 3 clusters Score -2755619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2755643.000000 Penalty: 4967.564941
	Iteration 28Q: 3 clusters Score -2755643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2755671.250000 Penalty: 4967.564941
	Iteration 29Q: 3 clusters Score -2755671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2755680.500000 Penalty: 4967.564941
	Iteration 30Q: 3 clusters Score -2755680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2755691.000000 Penalty: 4967.564941
	Iteration 31Q: 3 clusters Score -2755691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2755710.000000 Penalty: 4967.564941
	Iteration 32Q: 3 clusters Score -2755710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2755712.250000 Penalty: 4967.564941
	Iteration 33Q: 3 clusters Score -2755712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2755726.500000 Penalty: 4967.564941
	Iteration 34Q: 3 clusters Score -2755726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2755727.500000 Penalty: 4967.564941
	Iteration 35Q: 3 clusters Score -2755728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2755736.750000 Penalty: 4967.564941
	Iteration 36Q: 3 clusters Score -2755737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2755745.500000 Penalty: 4967.564941
	Iteration 37Q: 3 clusters Score -2755746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2755754.500000 Penalty: 4967.564941
	Iteration 38Q: 3 clusters Score -2755754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2755759.000000 Penalty: 4967.564941
	Iteration 39Q: 3 clusters Score -2755759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2755753.500000 Penalty: 4967.564941
	Iteration 40F: 3 clusters Score -2755754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2755764.500000 Penalty: 4967.564941
	Iteration 41Q: 3 clusters Score -2755764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2755765.500000 Penalty: 4967.564941
	Iteration 42Q: 3 clusters Score -2755766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2755775.500000 Penalty: 4967.564941
	Iteration 43Q: 3 clusters Score -2755776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2755784.750000 Penalty: 4967.564941
	Iteration 44Q: 3 clusters Score -2755785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2755791.500000 Penalty: 4967.564941
	Iteration 45Q: 3 clusters Score -2755792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2755790.250000 Penalty: 4967.564941
	Iteration 46Q: 3 clusters Score -2755790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2755795.500000 Penalty: 4967.564941
	Iteration 47Q: 3 clusters Score -2755796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2755803.250000 Penalty: 4967.564941
	Iteration 48Q: 3 clusters Score -2755803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2755801.750000 Penalty: 4967.564941
	Iteration 49Q: 3 clusters Score -2755802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2755809.500000 Penalty: 4967.564941
	Iteration 50Q: 3 clusters Score -2755810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2755805.500000 Penalty: 4967.564941
	Iteration 51Q: 3 clusters Score -2755806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2755818.500000 Penalty: 4967.564941
	Iteration 52Q: 3 clusters Score -2755818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2755814.000000 Penalty: 4967.564941
	Iteration 53Q: 3 clusters Score -2755814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2755822.000000 Penalty: 4967.564941
	Iteration 54Q: 3 clusters Score -2755822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2755836.500000 Penalty: 4967.564941
	Iteration 55Q: 3 clusters Score -2755836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2755838.250000 Penalty: 4967.564941
	Iteration 56Q: 3 clusters Score -2755838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2755836.750000 Penalty: 4967.564941
	Iteration 57Q: 3 clusters Score -2755837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2755841.750000 Penalty: 4967.564941
	Iteration 58Q: 3 clusters Score -2755842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2755843.250000 Penalty: 4967.564941
	Iteration 59Q: 3 clusters Score -2755843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2755844.750000 Penalty: 4967.564941
	Iteration 60F: 3 clusters Score -2755845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2755844.250000 Penalty: 4967.564941
	Iteration 61Q: 3 clusters Score -2755844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2755854.000000 Penalty: 4967.564941
	Iteration 62Q: 3 clusters Score -2755854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2755853.500000 Penalty: 4967.564941
	Iteration 63Q: 3 clusters Score -2755854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2755851.250000 Penalty: 4967.564941
	Iteration 64Q: 3 clusters Score -2755851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2755854.000000 Penalty: 4967.564941
	Iteration 65Q: 3 clusters Score -2755854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2755850.000000 Penalty: 4967.564941
	Iteration 66Q: 3 clusters Score -2755850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2755853.000000 Penalty: 4967.564941
	Iteration 67Q: 3 clusters Score -2755853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2755853.250000 Penalty: 4967.564941
	Iteration 68Q: 3 clusters Score -2755853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2755852.000000 Penalty: 4967.564941
	Iteration 69Q: 3 clusters Score -2755852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2755852.500000 Penalty: 4967.564941
	Iteration 70Q: 3 clusters Score -2755852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2755853.250000 Penalty: 4967.564941
	Iteration 71Q: 3 clusters Score -2755853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2755853.250000 Penalty: 4967.564941
	Iteration 72F: 3 clusters Score -2755853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -895973.437500 Penalty: 2204.343262
	Iteration 0F: 2 clusters Score -895973.4 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 3606 members 
Entering Unmasked Estep 
Score: -890032.562500 Penalty: 4408.686523
	Iteration 0F: 3 clusters Score -890032.6 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -891655.437500 Penalty: 4408.686523
	Iteration 1F: 3 clusters Score -891655.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -892001.375000 Penalty: 4408.686523
	Iteration 2F: 3 clusters Score -892001.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -892331.687500 Penalty: 4408.686523
	Iteration 3F: 3 clusters Score -892331.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -892708.687500 Penalty: 4408.686523
	Iteration 4F: 3 clusters Score -892708.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -893123.250000 Penalty: 4408.686523
	Iteration 5F: 3 clusters Score -893123.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -893475.562500 Penalty: 4408.686523
	Iteration 6F: 3 clusters Score -893475.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -893751.500000 Penalty: 4408.686523
	Iteration 7F: 3 clusters Score -893751.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -893941.937500 Penalty: 4408.686523
	Iteration 8Q: 3 clusters Score -893941.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -894035.937500 Penalty: 4408.686523
	Iteration 9Q: 3 clusters Score -894035.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -894090.125000 Penalty: 4408.686523
	Iteration 10Q: 3 clusters Score -894090.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -894130.625000 Penalty: 4408.686523
	Iteration 11Q: 3 clusters Score -894130.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -894152.125000 Penalty: 4408.686523
	Iteration 12Q: 3 clusters Score -894152.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -894171.062500 Penalty: 4408.686523
	Iteration 13Q: 3 clusters Score -894171.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -894182.937500 Penalty: 4408.686523
	Iteration 14Q: 3 clusters Score -894182.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -894188.562500 Penalty: 4408.686523
	Iteration 15Q: 3 clusters Score -894188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -894195.062500 Penalty: 4408.686523
	Iteration 16Q: 3 clusters Score -894195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -894202.750000 Penalty: 4408.686523
	Iteration 17Q: 3 clusters Score -894202.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -894203.125000 Penalty: 4408.686523
	Iteration 18Q: 3 clusters Score -894203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -894205.125000 Penalty: 4408.686523
	Iteration 19Q: 3 clusters Score -894205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -894211.437500 Penalty: 4408.686523
	Iteration 20F: 3 clusters Score -894211.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -894213.937500 Penalty: 4408.686523
	Iteration 21Q: 3 clusters Score -894213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -894215.375000 Penalty: 4408.686523
	Iteration 22Q: 3 clusters Score -894215.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -894218.125000 Penalty: 4408.686523
	Iteration 23Q: 3 clusters Score -894218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -894221.312500 Penalty: 4408.686523
	Iteration 24Q: 3 clusters Score -894221.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -894224.125000 Penalty: 4408.686523
	Iteration 25Q: 3 clusters Score -894224.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -894229.812500 Penalty: 4408.686523
	Iteration 26Q: 3 clusters Score -894229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -894231.687500 Penalty: 4408.686523
	Iteration 27Q: 3 clusters Score -894231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -894231.437500 Penalty: 4408.686523
	Iteration 28Q: 3 clusters Score -894231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -894232.750000 Penalty: 4408.686523
	Iteration 29Q: 3 clusters Score -894232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -894234.500000 Penalty: 4408.686523
	Iteration 30Q: 3 clusters Score -894234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -894235.250000 Penalty: 4408.686523
	Iteration 31Q: 3 clusters Score -894235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -894233.875000 Penalty: 4408.686523
	Iteration 32Q: 3 clusters Score -894233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -894237.562500 Penalty: 4408.686523
	Iteration 33Q: 3 clusters Score -894237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -894236.812500 Penalty: 4408.686523
	Iteration 34Q: 3 clusters Score -894236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -894237.500000 Penalty: 4408.686523
	Iteration 35Q: 3 clusters Score -894237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -894238.750000 Penalty: 4408.686523
	Iteration 36Q: 3 clusters Score -894238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -894238.437500 Penalty: 4408.686523
	Iteration 37Q: 3 clusters Score -894238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -894239.812500 Penalty: 4408.686523
	Iteration 38Q: 3 clusters Score -894239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -894242.500000 Penalty: 4408.686523
	Iteration 39Q: 3 clusters Score -894242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -894241.250000 Penalty: 4408.686523
	Iteration 40F: 3 clusters Score -894241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -692136.937500 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -692136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -687218.375000 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -687218.4 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -688384.562500 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -688384.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -688602.375000 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -688602.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -688741.250000 Penalty: 4281.270020
	Iteration 3Q: 3 clusters Score -688741.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -688846.062500 Penalty: 4281.270020
	Iteration 4Q: 3 clusters Score -688846.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -688944.062500 Penalty: 4281.270020
	Iteration 5Q: 3 clusters Score -688944.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -689021.937500 Penalty: 4281.270020
	Iteration 6Q: 3 clusters Score -689021.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -689099.937500 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -689099.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -689174.375000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -689174.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -689260.250000 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -689260.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -689339.625000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -689339.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -689445.687500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -689445.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -689592.625000 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -689592.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -689751.812500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -689751.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -689910.625000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -689910.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -690090.000000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -690090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -690287.687500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -690287.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -690430.375000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -690430.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -690539.500000 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -690539.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -690619.750000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -690619.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -690683.125000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -690683.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -690734.875000 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -690734.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -690765.187500 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -690765.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -690785.500000 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -690785.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -690796.312500 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -690796.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -690811.500000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -690811.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -690825.250000 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -690825.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -690836.625000 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -690836.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -690848.625000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -690848.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -690857.000000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -690857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -690859.750000 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -690859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -690864.375000 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -690864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -690864.875000 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -690864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -690865.187500 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -690865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -690867.125000 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -690867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -690868.312500 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -690868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -690869.437500 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -690869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -690869.750000 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -690869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -690870.562500 Penalty: 4281.270020
	Iteration 38Q: 3 clusters Score -690870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -690870.875000 Penalty: 4281.270020
	Iteration 39Q: 3 clusters Score -690870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -690870.875000 Penalty: 4281.270020
	Iteration 40F: 3 clusters Score -690870.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -2809086.750000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -2809087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2793279.250000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -2793279 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2798898.500000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -2798898 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2799517.000000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -2799517 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2800242.000000 Penalty: 4976.096680
	Iteration 3F: 3 clusters Score -2800242 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2801078.250000 Penalty: 4976.096680
	Iteration 4F: 3 clusters Score -2801078 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2801906.000000 Penalty: 4976.096680
	Iteration 5F: 3 clusters Score -2801906 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2802723.000000 Penalty: 4976.096680
	Iteration 6F: 3 clusters Score -2802723 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2803492.000000 Penalty: 4976.096680
	Iteration 7F: 3 clusters Score -2803492 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2804202.250000 Penalty: 4976.096680
	Iteration 8F: 3 clusters Score -2804202 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2804738.000000 Penalty: 4976.096680
	Iteration 9Q: 3 clusters Score -2804738 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2805129.000000 Penalty: 4976.096680
	Iteration 10Q: 3 clusters Score -2805129 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2805401.500000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -2805402 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2805598.000000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -2805598 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2805756.000000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -2805756 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2805890.250000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -2805890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2805975.000000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -2805975 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2806058.250000 Penalty: 4976.096680
	Iteration 16Q: 3 clusters Score -2806058 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2806114.000000 Penalty: 4976.096680
	Iteration 17Q: 3 clusters Score -2806114 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2806182.000000 Penalty: 4976.096680
	Iteration 18Q: 3 clusters Score -2806182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2806235.000000 Penalty: 4976.096680
	Iteration 19Q: 3 clusters Score -2806235 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2806292.250000 Penalty: 4976.096680
	Iteration 20F: 3 clusters Score -2806292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2806339.250000 Penalty: 4976.096680
	Iteration 21Q: 3 clusters Score -2806339 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2806417.750000 Penalty: 4976.096680
	Iteration 22Q: 3 clusters Score -2806418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2806477.000000 Penalty: 4976.096680
	Iteration 23Q: 3 clusters Score -2806477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2806541.000000 Penalty: 4976.096680
	Iteration 24Q: 3 clusters Score -2806541 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2806610.250000 Penalty: 4976.096680
	Iteration 25Q: 3 clusters Score -2806610 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2806670.500000 Penalty: 4976.096680
	Iteration 26Q: 3 clusters Score -2806670 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2806732.500000 Penalty: 4976.096680
	Iteration 27Q: 3 clusters Score -2806732 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2806797.750000 Penalty: 4976.096680
	Iteration 28Q: 3 clusters Score -2806798 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2806859.250000 Penalty: 4976.096680
	Iteration 29Q: 3 clusters Score -2806859 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2806920.000000 Penalty: 4976.096680
	Iteration 30Q: 3 clusters Score -2806920 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2807010.000000 Penalty: 4976.096680
	Iteration 31Q: 3 clusters Score -2807010 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2807087.500000 Penalty: 4976.096680
	Iteration 32Q: 3 clusters Score -2807088 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2807194.250000 Penalty: 4976.096680
	Iteration 33Q: 3 clusters Score -2807194 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2807317.750000 Penalty: 4976.096680
	Iteration 34Q: 3 clusters Score -2807318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2807450.250000 Penalty: 4976.096680
	Iteration 35Q: 3 clusters Score -2807450 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2807599.750000 Penalty: 4976.096680
	Iteration 36Q: 3 clusters Score -2807600 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2807730.750000 Penalty: 4976.096680
	Iteration 37Q: 3 clusters Score -2807731 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2807851.500000 Penalty: 4976.096680
	Iteration 38Q: 3 clusters Score -2807852 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2807966.750000 Penalty: 4976.096680
	Iteration 39Q: 3 clusters Score -2807967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2808049.250000 Penalty: 4976.096680
	Iteration 40F: 3 clusters Score -2808049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2808097.000000 Penalty: 4976.096680
	Iteration 41Q: 3 clusters Score -2808097 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2808147.500000 Penalty: 4976.096680
	Iteration 42Q: 3 clusters Score -2808148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2808186.500000 Penalty: 4976.096680
	Iteration 43Q: 3 clusters Score -2808186 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2808215.000000 Penalty: 4976.096680
	Iteration 44Q: 3 clusters Score -2808215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2808235.250000 Penalty: 4976.096680
	Iteration 45Q: 3 clusters Score -2808235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2808279.500000 Penalty: 4976.096680
	Iteration 46Q: 3 clusters Score -2808280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2808319.000000 Penalty: 4976.096680
	Iteration 47Q: 3 clusters Score -2808319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2808343.750000 Penalty: 4976.096680
	Iteration 48Q: 3 clusters Score -2808344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2808359.750000 Penalty: 4976.096680
	Iteration 49Q: 3 clusters Score -2808360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2808373.250000 Penalty: 4976.096680
	Iteration 50Q: 3 clusters Score -2808373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2808384.750000 Penalty: 4976.096680
	Iteration 51Q: 3 clusters Score -2808385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2808396.000000 Penalty: 4976.096680
	Iteration 52Q: 3 clusters Score -2808396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2808407.500000 Penalty: 4976.096680
	Iteration 53Q: 3 clusters Score -2808408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2808414.250000 Penalty: 4976.096680
	Iteration 54Q: 3 clusters Score -2808414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2808423.750000 Penalty: 4976.096680
	Iteration 55Q: 3 clusters Score -2808424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2808423.750000 Penalty: 4976.096680
	Iteration 56Q: 3 clusters Score -2808424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2808433.750000 Penalty: 4976.096680
	Iteration 57Q: 3 clusters Score -2808434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2808442.500000 Penalty: 4976.096680
	Iteration 58Q: 3 clusters Score -2808442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2808444.250000 Penalty: 4976.096680
	Iteration 59Q: 3 clusters Score -2808444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2808449.250000 Penalty: 4976.096680
	Iteration 60F: 3 clusters Score -2808449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2808451.750000 Penalty: 4976.096680
	Iteration 61Q: 3 clusters Score -2808452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2808455.250000 Penalty: 4976.096680
	Iteration 62Q: 3 clusters Score -2808455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2808460.000000 Penalty: 4976.096680
	Iteration 63Q: 3 clusters Score -2808460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2808468.250000 Penalty: 4976.096680
	Iteration 64Q: 3 clusters Score -2808468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2808476.250000 Penalty: 4976.096680
	Iteration 65Q: 3 clusters Score -2808476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2808490.000000 Penalty: 4976.096680
	Iteration 66Q: 3 clusters Score -2808490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2808494.250000 Penalty: 4976.096680
	Iteration 67Q: 3 clusters Score -2808494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2808493.750000 Penalty: 4976.096680
	Iteration 68Q: 3 clusters Score -2808494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2808493.250000 Penalty: 4976.096680
	Iteration 69Q: 3 clusters Score -2808493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2808497.500000 Penalty: 4976.096680
	Iteration 70Q: 3 clusters Score -2808498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2808501.250000 Penalty: 4976.096680
	Iteration 71Q: 3 clusters Score -2808501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2808501.250000 Penalty: 4976.096680
	Iteration 72Q: 3 clusters Score -2808501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2808507.750000 Penalty: 4976.096680
	Iteration 73Q: 3 clusters Score -2808508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2808507.750000 Penalty: 4976.096680
	Iteration 74Q: 3 clusters Score -2808508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2808503.250000 Penalty: 4976.096680
	Iteration 75Q: 3 clusters Score -2808503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2808510.250000 Penalty: 4976.096680
	Iteration 76Q: 3 clusters Score -2808510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2808509.250000 Penalty: 4976.096680
	Iteration 77Q: 3 clusters Score -2808509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2808515.000000 Penalty: 4976.096680
	Iteration 78Q: 3 clusters Score -2808515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2808522.750000 Penalty: 4976.096680
	Iteration 79Q: 3 clusters Score -2808523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2808518.500000 Penalty: 4976.096680
	Iteration 80F: 3 clusters Score -2808518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2808523.250000 Penalty: 4976.096680
	Iteration 81Q: 3 clusters Score -2808523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2808524.250000 Penalty: 4976.096680
	Iteration 82Q: 3 clusters Score -2808524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2808520.500000 Penalty: 4976.096680
	Iteration 83Q: 3 clusters Score -2808520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2808515.000000 Penalty: 4976.096680
	Iteration 84Q: 3 clusters Score -2808515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2808521.000000 Penalty: 4976.096680
	Iteration 85Q: 3 clusters Score -2808521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2808516.250000 Penalty: 4976.096680
	Iteration 86Q: 3 clusters Score -2808516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2808522.000000 Penalty: 4976.096680
	Iteration 87Q: 3 clusters Score -2808522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2808515.500000 Penalty: 4976.096680
	Iteration 88Q: 3 clusters Score -2808516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2808520.000000 Penalty: 4976.096680
	Iteration 89Q: 3 clusters Score -2808520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2808517.500000 Penalty: 4976.096680
	Iteration 90Q: 3 clusters Score -2808518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2808519.750000 Penalty: 4976.096680
	Iteration 91Q: 3 clusters Score -2808520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2808520.750000 Penalty: 4976.096680
	Iteration 92Q: 3 clusters Score -2808521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2808523.750000 Penalty: 4976.096680
	Iteration 93Q: 3 clusters Score -2808524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2808524.250000 Penalty: 4976.096680
	Iteration 94Q: 3 clusters Score -2808524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2808525.250000 Penalty: 4976.096680
	Iteration 95Q: 3 clusters Score -2808525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2808524.500000 Penalty: 4976.096680
	Iteration 96Q: 3 clusters Score -2808524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2808526.500000 Penalty: 4976.096680
	Iteration 97Q: 3 clusters Score -2808526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2808529.000000 Penalty: 4976.096680
	Iteration 98Q: 3 clusters Score -2808529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2808530.000000 Penalty: 4976.096680
	Iteration 99Q: 3 clusters Score -2808530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2808527.500000 Penalty: 4976.096680
	Iteration 100F: 3 clusters Score -2808528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2808526.750000 Penalty: 4976.096680
	Iteration 101Q: 3 clusters Score -2808527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2808528.750000 Penalty: 4976.096680
	Iteration 102Q: 3 clusters Score -2808529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2808531.250000 Penalty: 4976.096680
	Iteration 103Q: 3 clusters Score -2808531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2808528.500000 Penalty: 4976.096680
	Iteration 104Q: 3 clusters Score -2808528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2808528.500000 Penalty: 4976.096680
	Iteration 105Q: 3 clusters Score -2808528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2808531.500000 Penalty: 4976.096680
	Iteration 106Q: 3 clusters Score -2808532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2808531.250000 Penalty: 4976.096680
	Iteration 107Q: 3 clusters Score -2808531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2808533.000000 Penalty: 4976.096680
	Iteration 108Q: 3 clusters Score -2808533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2808530.250000 Penalty: 4976.096680
	Iteration 109Q: 3 clusters Score -2808530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2808528.000000 Penalty: 4976.096680
	Iteration 110Q: 3 clusters Score -2808528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2808525.500000 Penalty: 4976.096680
	Iteration 111Q: 3 clusters Score -2808526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2808531.000000 Penalty: 4976.096680
	Iteration 112Q: 3 clusters Score -2808531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2808532.500000 Penalty: 4976.096680
	Iteration 113Q: 3 clusters Score -2808532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2808532.500000 Penalty: 4976.096680
	Iteration 114F: 3 clusters Score -2808532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -22801.382812 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -22801.38 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 111 members 
Entering Unmasked Estep 
Score: -21848.386719 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -21848.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21990.031250 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -21990.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22060.169922 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -22060.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22073.656250 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -22073.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22079.160156 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -22079.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22079.160156 Penalty: 2663.836426
	Iteration 5F: 3 clusters Score -22079.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Entering Unmasked Estep 
Score: -3445377.250000 Penalty: 2535.419922
	Iteration 0F: 2 clusters Score -3445377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3426497.000000 Penalty: 5070.839844
	Iteration 0F: 3 clusters Score -3426497 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3433177.000000 Penalty: 5070.839844
	Iteration 1F: 3 clusters Score -3433177 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3433604.500000 Penalty: 5070.839844
	Iteration 2Q: 3 clusters Score -3433604 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3433959.000000 Penalty: 5070.839844
	Iteration 3Q: 3 clusters Score -3433959 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3434360.500000 Penalty: 5070.839844
	Iteration 4Q: 3 clusters Score -3434360 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3434843.750000 Penalty: 5070.839844
	Iteration 5Q: 3 clusters Score -3434844 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3435447.000000 Penalty: 5070.839844
	Iteration 6Q: 3 clusters Score -3435447 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3436298.750000 Penalty: 5070.839844
	Iteration 7Q: 3 clusters Score -3436299 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3437312.500000 Penalty: 5070.839844
	Iteration 8F: 3 clusters Score -3437312 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3438398.000000 Penalty: 5070.839844
	Iteration 9F: 3 clusters Score -3438398 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3439293.750000 Penalty: 5070.839844
	Iteration 10Q: 3 clusters Score -3439294 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3440012.000000 Penalty: 5070.839844
	Iteration 11Q: 3 clusters Score -3440012 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3440480.750000 Penalty: 5070.839844
	Iteration 12Q: 3 clusters Score -3440481 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3440781.500000 Penalty: 5070.839844
	Iteration 13Q: 3 clusters Score -3440782 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3440981.000000 Penalty: 5070.839844
	Iteration 14Q: 3 clusters Score -3440981 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3441115.250000 Penalty: 5070.839844
	Iteration 15Q: 3 clusters Score -3441115 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3441215.250000 Penalty: 5070.839844
	Iteration 16Q: 3 clusters Score -3441215 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3441303.500000 Penalty: 5070.839844
	Iteration 17Q: 3 clusters Score -3441304 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3441349.000000 Penalty: 5070.839844
	Iteration 18Q: 3 clusters Score -3441349 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3441400.500000 Penalty: 5070.839844
	Iteration 19Q: 3 clusters Score -3441400 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3441490.750000 Penalty: 5070.839844
	Iteration 20F: 3 clusters Score -3441491 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3441547.000000 Penalty: 5070.839844
	Iteration 21Q: 3 clusters Score -3441547 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3441615.250000 Penalty: 5070.839844
	Iteration 22Q: 3 clusters Score -3441615 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3441677.250000 Penalty: 5070.839844
	Iteration 23Q: 3 clusters Score -3441677 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3441735.250000 Penalty: 5070.839844
	Iteration 24Q: 3 clusters Score -3441735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3441798.500000 Penalty: 5070.839844
	Iteration 25Q: 3 clusters Score -3441798 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3441897.750000 Penalty: 5070.839844
	Iteration 26Q: 3 clusters Score -3441898 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3442012.000000 Penalty: 5070.839844
	Iteration 27Q: 3 clusters Score -3442012 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3442124.250000 Penalty: 5070.839844
	Iteration 28Q: 3 clusters Score -3442124 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3442230.500000 Penalty: 5070.839844
	Iteration 29Q: 3 clusters Score -3442230 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3442354.250000 Penalty: 5070.839844
	Iteration 30Q: 3 clusters Score -3442354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3442460.000000 Penalty: 5070.839844
	Iteration 31Q: 3 clusters Score -3442460 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3442565.750000 Penalty: 5070.839844
	Iteration 32Q: 3 clusters Score -3442566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3442659.500000 Penalty: 5070.839844
	Iteration 33Q: 3 clusters Score -3442660 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3442776.000000 Penalty: 5070.839844
	Iteration 34Q: 3 clusters Score -3442776 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3442883.750000 Penalty: 5070.839844
	Iteration 35Q: 3 clusters Score -3442884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3443020.250000 Penalty: 5070.839844
	Iteration 36Q: 3 clusters Score -3443020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3443130.750000 Penalty: 5070.839844
	Iteration 37Q: 3 clusters Score -3443131 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3443230.500000 Penalty: 5070.839844
	Iteration 38Q: 3 clusters Score -3443230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3443344.250000 Penalty: 5070.839844
	Iteration 39Q: 3 clusters Score -3443344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3443431.500000 Penalty: 5070.839844
	Iteration 40F: 3 clusters Score -3443432 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3443492.250000 Penalty: 5070.839844
	Iteration 41Q: 3 clusters Score -3443492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3443546.500000 Penalty: 5070.839844
	Iteration 42Q: 3 clusters Score -3443546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3443567.500000 Penalty: 5070.839844
	Iteration 43Q: 3 clusters Score -3443568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3443602.250000 Penalty: 5070.839844
	Iteration 44Q: 3 clusters Score -3443602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3443613.500000 Penalty: 5070.839844
	Iteration 45Q: 3 clusters Score -3443614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3443625.250000 Penalty: 5070.839844
	Iteration 46Q: 3 clusters Score -3443625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3443630.000000 Penalty: 5070.839844
	Iteration 47Q: 3 clusters Score -3443630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3443641.750000 Penalty: 5070.839844
	Iteration 48Q: 3 clusters Score -3443642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3443642.000000 Penalty: 5070.839844
	Iteration 49Q: 3 clusters Score -3443642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3443643.750000 Penalty: 5070.839844
	Iteration 50Q: 3 clusters Score -3443644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3443642.000000 Penalty: 5070.839844
	Iteration 51Q: 3 clusters Score -3443642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3443648.000000 Penalty: 5070.839844
	Iteration 52Q: 3 clusters Score -3443648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3443651.250000 Penalty: 5070.839844
	Iteration 53Q: 3 clusters Score -3443651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3443648.000000 Penalty: 5070.839844
	Iteration 54Q: 3 clusters Score -3443648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3443651.500000 Penalty: 5070.839844
	Iteration 55Q: 3 clusters Score -3443652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3443655.750000 Penalty: 5070.839844
	Iteration 56Q: 3 clusters Score -3443656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3443659.250000 Penalty: 5070.839844
	Iteration 57Q: 3 clusters Score -3443659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3443658.000000 Penalty: 5070.839844
	Iteration 58Q: 3 clusters Score -3443658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3443664.000000 Penalty: 5070.839844
	Iteration 59Q: 3 clusters Score -3443664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3443659.500000 Penalty: 5070.839844
	Iteration 60F: 3 clusters Score -3443660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3443661.500000 Penalty: 5070.839844
	Iteration 61Q: 3 clusters Score -3443662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3443661.250000 Penalty: 5070.839844
	Iteration 62Q: 3 clusters Score -3443661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3443660.750000 Penalty: 5070.839844
	Iteration 63Q: 3 clusters Score -3443661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3443662.750000 Penalty: 5070.839844
	Iteration 64Q: 3 clusters Score -3443663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3443664.000000 Penalty: 5070.839844
	Iteration 65Q: 3 clusters Score -3443664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3443662.000000 Penalty: 5070.839844
	Iteration 66Q: 3 clusters Score -3443662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3443661.000000 Penalty: 5070.839844
	Iteration 67Q: 3 clusters Score -3443661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3443659.000000 Penalty: 5070.839844
	Iteration 68Q: 3 clusters Score -3443659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3443662.250000 Penalty: 5070.839844
	Iteration 69Q: 3 clusters Score -3443662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3443661.750000 Penalty: 5070.839844
	Iteration 70Q: 3 clusters Score -3443662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3443664.250000 Penalty: 5070.839844
	Iteration 71Q: 3 clusters Score -3443664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3443663.000000 Penalty: 5070.839844
	Iteration 72Q: 3 clusters Score -3443663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3443663.000000 Penalty: 5070.839844
	Iteration 73F: 3 clusters Score -3443663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -621445.875000 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -621445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -616844.937500 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -616844.9 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -617931.812500 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -617931.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -618172.000000 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -618172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -618393.125000 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -618393.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -618600.312500 Penalty: 4243.408691
	Iteration 4Q: 3 clusters Score -618600.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -618805.125000 Penalty: 4243.408691
	Iteration 5Q: 3 clusters Score -618805.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -618985.437500 Penalty: 4243.408691
	Iteration 6Q: 3 clusters Score -618985.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -619145.750000 Penalty: 4243.408691
	Iteration 7Q: 3 clusters Score -619145.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -619366.375000 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -619366.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -619604.625000 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -619604.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -619807.125000 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -619807.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -619973.625000 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -619973.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -620109.750000 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -620109.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -620235.875000 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -620235.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -620381.937500 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -620381.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -620564.937500 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -620564.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -620747.500000 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -620747.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -620924.562500 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -620924.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -621111.000000 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -621111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -621300.062500 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -621300.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -621479.000000 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -621479 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -621589.062500 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -621589.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -621665.812500 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -621665.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -621710.375000 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -621710.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -621746.687500 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -621746.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -621766.000000 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -621766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -621779.562500 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -621779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -621789.000000 Penalty: 4243.408691
	Iteration 27Q: 3 clusters Score -621789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -621795.437500 Penalty: 4243.408691
	Iteration 28Q: 3 clusters Score -621795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -621801.500000 Penalty: 4243.408691
	Iteration 29Q: 3 clusters Score -621801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -621806.500000 Penalty: 4243.408691
	Iteration 30Q: 3 clusters Score -621806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -621812.062500 Penalty: 4243.408691
	Iteration 31Q: 3 clusters Score -621812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -621823.125000 Penalty: 4243.408691
	Iteration 32Q: 3 clusters Score -621823.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -621827.250000 Penalty: 4243.408691
	Iteration 33Q: 3 clusters Score -621827.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -621828.125000 Penalty: 4243.408691
	Iteration 34Q: 3 clusters Score -621828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -621835.375000 Penalty: 4243.408691
	Iteration 35Q: 3 clusters Score -621835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -621835.500000 Penalty: 4243.408691
	Iteration 36Q: 3 clusters Score -621835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -621837.625000 Penalty: 4243.408691
	Iteration 37Q: 3 clusters Score -621837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -621838.937500 Penalty: 4243.408691
	Iteration 38Q: 3 clusters Score -621838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -621838.625000 Penalty: 4243.408691
	Iteration 39Q: 3 clusters Score -621838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -621838.875000 Penalty: 4243.408691
	Iteration 40F: 3 clusters Score -621838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -621840.937500 Penalty: 4243.408691
	Iteration 41Q: 3 clusters Score -621840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -621840.937500 Penalty: 4243.408691
	Iteration 42F: 3 clusters Score -621840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 2441 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 2753 members 
Entering Unmasked Estep 
Score: -134469488.000000 Penalty: 241698.718750
Splitting cluster 32 changes total score from -134470016.000000 to -134469488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Entering Unmasked Estep 
Score: -1126153.250000 Penalty: 2288.637451
	Iteration 0F: 2 clusters Score -1126153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1118348.375000 Penalty: 4577.274902
	Iteration 0F: 3 clusters Score -1118348 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1120667.000000 Penalty: 4577.274902
	Iteration 1F: 3 clusters Score -1120667 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1121093.500000 Penalty: 4577.274902
	Iteration 2F: 3 clusters Score -1121094 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1121482.125000 Penalty: 4577.274902
	Iteration 3F: 3 clusters Score -1121482 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1121909.250000 Penalty: 4577.274902
	Iteration 4F: 3 clusters Score -1121909 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1122329.875000 Penalty: 4577.274902
	Iteration 5F: 3 clusters Score -1122330 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1122747.375000 Penalty: 4577.274902
	Iteration 6F: 3 clusters Score -1122747 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1123121.375000 Penalty: 4577.274902
	Iteration 7F: 3 clusters Score -1123121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1123436.500000 Penalty: 4577.274902
	Iteration 8Q: 3 clusters Score -1123436 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1123699.625000 Penalty: 4577.274902
	Iteration 9Q: 3 clusters Score -1123700 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1123915.375000 Penalty: 4577.274902
	Iteration 10Q: 3 clusters Score -1123915 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1124066.625000 Penalty: 4577.274902
	Iteration 11Q: 3 clusters Score -1124067 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1124168.625000 Penalty: 4577.274902
	Iteration 12Q: 3 clusters Score -1124169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1124236.625000 Penalty: 4577.274902
	Iteration 13Q: 3 clusters Score -1124237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1124282.000000 Penalty: 4577.274902
	Iteration 14Q: 3 clusters Score -1124282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1124324.500000 Penalty: 4577.274902
	Iteration 15Q: 3 clusters Score -1124324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1124365.250000 Penalty: 4577.274902
	Iteration 16Q: 3 clusters Score -1124365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1124403.500000 Penalty: 4577.274902
	Iteration 17Q: 3 clusters Score -1124404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1124438.500000 Penalty: 4577.274902
	Iteration 18Q: 3 clusters Score -1124438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1124490.875000 Penalty: 4577.274902
	Iteration 19Q: 3 clusters Score -1124491 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1124534.875000 Penalty: 4577.274902
	Iteration 20F: 3 clusters Score -1124535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1124569.125000 Penalty: 4577.274902
	Iteration 21Q: 3 clusters Score -1124569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1124601.375000 Penalty: 4577.274902
	Iteration 22Q: 3 clusters Score -1124601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1124625.875000 Penalty: 4577.274902
	Iteration 23Q: 3 clusters Score -1124626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1124644.375000 Penalty: 4577.274902
	Iteration 24Q: 3 clusters Score -1124644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1124664.000000 Penalty: 4577.274902
	Iteration 25Q: 3 clusters Score -1124664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1124676.625000 Penalty: 4577.274902
	Iteration 26Q: 3 clusters Score -1124677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1124687.250000 Penalty: 4577.274902
	Iteration 27Q: 3 clusters Score -1124687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1124699.875000 Penalty: 4577.274902
	Iteration 28Q: 3 clusters Score -1124700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1124714.500000 Penalty: 4577.274902
	Iteration 29Q: 3 clusters Score -1124714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1124724.750000 Penalty: 4577.274902
	Iteration 30Q: 3 clusters Score -1124725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1124734.875000 Penalty: 4577.274902
	Iteration 31Q: 3 clusters Score -1124735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1124749.125000 Penalty: 4577.274902
	Iteration 32Q: 3 clusters Score -1124749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1124768.625000 Penalty: 4577.274902
	Iteration 33Q: 3 clusters Score -1124769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1124782.000000 Penalty: 4577.274902
	Iteration 34Q: 3 clusters Score -1124782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1124797.625000 Penalty: 4577.274902
	Iteration 35Q: 3 clusters Score -1124798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1124810.500000 Penalty: 4577.274902
	Iteration 36Q: 3 clusters Score -1124810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1124831.125000 Penalty: 4577.274902
	Iteration 37Q: 3 clusters Score -1124831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1124851.875000 Penalty: 4577.274902
	Iteration 38Q: 3 clusters Score -1124852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1124873.000000 Penalty: 4577.274902
	Iteration 39Q: 3 clusters Score -1124873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1124883.125000 Penalty: 4577.274902
	Iteration 40F: 3 clusters Score -1124883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1124890.375000 Penalty: 4577.274902
	Iteration 41Q: 3 clusters Score -1124890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1124898.250000 Penalty: 4577.274902
	Iteration 42Q: 3 clusters Score -1124898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1124909.125000 Penalty: 4577.274902
	Iteration 43Q: 3 clusters Score -1124909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1124916.500000 Penalty: 4577.274902
	Iteration 44Q: 3 clusters Score -1124916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1124916.750000 Penalty: 4577.274902
	Iteration 45Q: 3 clusters Score -1124917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1124925.125000 Penalty: 4577.274902
	Iteration 46Q: 3 clusters Score -1124925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1124928.750000 Penalty: 4577.274902
	Iteration 47Q: 3 clusters Score -1124929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1124928.500000 Penalty: 4577.274902
	Iteration 48Q: 3 clusters Score -1124928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1124929.000000 Penalty: 4577.274902
	Iteration 49Q: 3 clusters Score -1124929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1124928.250000 Penalty: 4577.274902
	Iteration 50Q: 3 clusters Score -1124928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1124931.375000 Penalty: 4577.274902
	Iteration 51Q: 3 clusters Score -1124931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1124931.750000 Penalty: 4577.274902
	Iteration 52Q: 3 clusters Score -1124932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1124932.125000 Penalty: 4577.274902
	Iteration 53Q: 3 clusters Score -1124932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1124932.500000 Penalty: 4577.274902
	Iteration 54Q: 3 clusters Score -1124932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1124931.875000 Penalty: 4577.274902
	Iteration 55Q: 3 clusters Score -1124932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1124932.125000 Penalty: 4577.274902
	Iteration 56Q: 3 clusters Score -1124932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1124931.875000 Penalty: 4577.274902
	Iteration 57Q: 3 clusters Score -1124932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1124931.875000 Penalty: 4577.274902
	Iteration 58F: 3 clusters Score -1124932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Entering Unmasked Estep 
Score: -1509918.375000 Penalty: 2336.188477
	Iteration 0F: 2 clusters Score -1509918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1500667.000000 Penalty: 4672.376953
	Iteration 0F: 3 clusters Score -1500667 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1503453.250000 Penalty: 4672.376953
	Iteration 1F: 3 clusters Score -1503453 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1503808.250000 Penalty: 4672.376953
	Iteration 2F: 3 clusters Score -1503808 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1504113.000000 Penalty: 4672.376953
	Iteration 3F: 3 clusters Score -1504113 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1504397.750000 Penalty: 4672.376953
	Iteration 4Q: 3 clusters Score -1504398 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1504744.750000 Penalty: 4672.376953
	Iteration 5Q: 3 clusters Score -1504745 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1505147.375000 Penalty: 4672.376953
	Iteration 6Q: 3 clusters Score -1505147 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1505611.500000 Penalty: 4672.376953
	Iteration 7F: 3 clusters Score -1505612 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1506143.000000 Penalty: 4672.376953
	Iteration 8F: 3 clusters Score -1506143 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1506738.000000 Penalty: 4672.376953
	Iteration 9F: 3 clusters Score -1506738 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1507403.750000 Penalty: 4672.376953
	Iteration 10F: 3 clusters Score -1507404 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1508057.000000 Penalty: 4672.376953
	Iteration 11F: 3 clusters Score -1508057 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1508760.000000 Penalty: 4672.376953
	Iteration 12F: 3 clusters Score -1508760 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1509604.000000 Penalty: 4672.376953
	Iteration 13Q: 3 clusters Score -1509604 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1510461.625000 Penalty: 4672.376953
	Iteration 14Q: 3 clusters Score -1510462 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1510890.125000 Penalty: 4672.376953
	Iteration 15Q: 3 clusters Score -1510890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1510996.000000 Penalty: 4672.376953
	Iteration 16Q: 3 clusters Score -1510996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1511018.000000 Penalty: 4672.376953
	Iteration 17Q: 3 clusters Score -1511018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1511033.750000 Penalty: 4672.376953
	Iteration 18Q: 3 clusters Score -1511034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1511040.125000 Penalty: 4672.376953
	Iteration 19Q: 3 clusters Score -1511040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1511044.250000 Penalty: 4672.376953
	Iteration 20F: 3 clusters Score -1511044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1511044.125000 Penalty: 4672.376953
	Iteration 21Q: 3 clusters Score -1511044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1511046.000000 Penalty: 4672.376953
	Iteration 22Q: 3 clusters Score -1511046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1511046.875000 Penalty: 4672.376953
	Iteration 23Q: 3 clusters Score -1511047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1511048.000000 Penalty: 4672.376953
	Iteration 24Q: 3 clusters Score -1511048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1511048.250000 Penalty: 4672.376953
	Iteration 25Q: 3 clusters Score -1511048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1511045.750000 Penalty: 4672.376953
	Iteration 26Q: 3 clusters Score -1511046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1511045.750000 Penalty: 4672.376953
	Iteration 27F: 3 clusters Score -1511046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 4873 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 7461 members 
Entering Unmasked Estep 
Score: -134469984.000000 Penalty: 241698.718750
Splitting cluster 34 changes total score from -134470016.000000 to -134469984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -147174.375000 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -147174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145031.828125 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -145031.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145399.640625 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -145399.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145540.437500 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -145540.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145661.718750 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -145661.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145747.609375 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -145747.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145815.734375 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -145815.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145882.578125 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -145882.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -145941.968750 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -145942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146008.812500 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -146008.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -146067.843750 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -146067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -146119.453125 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -146119.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -146174.187500 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -146174.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146224.375000 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -146224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146264.640625 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -146264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146307.781250 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -146307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146342.406250 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -146342.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -146373.125000 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -146373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146399.812500 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -146399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146434.593750 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -146434.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146478.421875 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -146478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146527.859375 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -146527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146550.343750 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -146550.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -146564.140625 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -146564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146570.375000 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -146570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -146572.312500 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -146572.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -146572.312500 Penalty: 3545.969238
	Iteration 25F: 3 clusters Score -146572.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -409808.375000 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409808.4 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -410524.562500 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410524.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -410726.281250 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410726.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -410862.218750 Penalty: 4020.382080
	Iteration 3F: 3 clusters Score -410862.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410959.531250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410959.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -411023.218750 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -411023.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -411069.031250 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -411069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -411110.187500 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -411110.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -411135.437500 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -411135.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -411152.250000 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -411152.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -411166.281250 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411166.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -411176.187500 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -411183.437500 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -411192.812500 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -411201.125000 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411201.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -411206.000000 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -411209.062500 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -411211.812500 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -411215.250000 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -411218.281250 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -411220.781250 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -411224.437500 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -411227.875000 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -411229.625000 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -411230.250000 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -411231.312500 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -411232.968750 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -411233.125000 Penalty: 4020.382080
	Iteration 27Q: 3 clusters Score -411233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -411234.687500 Penalty: 4020.382080
	Iteration 28Q: 3 clusters Score -411234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -411235.406250 Penalty: 4020.382080
	Iteration 29Q: 3 clusters Score -411235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -411235.406250 Penalty: 4020.382080
	Iteration 30F: 3 clusters Score -411235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -173684.828125 Penalty: 1852.615601
	Iteration 0F: 2 clusters Score -173684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171261.453125 Penalty: 3705.231201
	Iteration 0F: 3 clusters Score -171261.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -171768.093750 Penalty: 3705.231201
	Iteration 1F: 3 clusters Score -171768.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -171974.875000 Penalty: 3705.231201
	Iteration 2F: 3 clusters Score -171974.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -172142.625000 Penalty: 3705.231201
	Iteration 3F: 3 clusters Score -172142.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -172279.421875 Penalty: 3705.231201
	Iteration 4F: 3 clusters Score -172279.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -172398.093750 Penalty: 3705.231201
	Iteration 5Q: 3 clusters Score -172398.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -172535.625000 Penalty: 3705.231201
	Iteration 6Q: 3 clusters Score -172535.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -172744.859375 Penalty: 3705.231201
	Iteration 7Q: 3 clusters Score -172744.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -172943.203125 Penalty: 3705.231201
	Iteration 8Q: 3 clusters Score -172943.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173109.843750 Penalty: 3705.231201
	Iteration 9Q: 3 clusters Score -173109.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173221.984375 Penalty: 3705.231201
	Iteration 10Q: 3 clusters Score -173222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -173271.078125 Penalty: 3705.231201
	Iteration 11Q: 3 clusters Score -173271.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173301.000000 Penalty: 3705.231201
	Iteration 12Q: 3 clusters Score -173301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -173334.968750 Penalty: 3705.231201
	Iteration 13Q: 3 clusters Score -173335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -173354.421875 Penalty: 3705.231201
	Iteration 14Q: 3 clusters Score -173354.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -173364.890625 Penalty: 3705.231201
	Iteration 15Q: 3 clusters Score -173364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -173370.093750 Penalty: 3705.231201
	Iteration 16Q: 3 clusters Score -173370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -173376.750000 Penalty: 3705.231201
	Iteration 17Q: 3 clusters Score -173376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -173378.468750 Penalty: 3705.231201
	Iteration 18Q: 3 clusters Score -173378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -173379.140625 Penalty: 3705.231201
	Iteration 19Q: 3 clusters Score -173379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -173379.140625 Penalty: 3705.231201
	Iteration 20F: 3 clusters Score -173379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -516605.781250 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -516605.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -512622.562500 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -512622.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -513589.875000 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -513589.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -513852.437500 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -513852.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -514044.781250 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -514044.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -514221.781250 Penalty: 4148.333496
	Iteration 4F: 3 clusters Score -514221.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -514363.593750 Penalty: 4148.333496
	Iteration 5Q: 3 clusters Score -514363.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -514478.906250 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -514478.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -514587.218750 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -514587.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -514661.031250 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -514661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -514719.531250 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -514719.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -514767.781250 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -514767.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -514806.250000 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -514806.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -514830.875000 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -514830.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -514856.156250 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -514856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -514870.500000 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -514870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -514878.562500 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -514878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -514887.500000 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -514887.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -514889.343750 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -514889.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -514895.812500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -514895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -514898.125000 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -514898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -514900.031250 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -514900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -514901.812500 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -514901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -514903.031250 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -514903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -514903.031250 Penalty: 4148.333496
	Iteration 23F: 3 clusters Score -514903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -888406.875000 Penalty: 2204.924316
	Iteration 0F: 2 clusters Score -888406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -882459.625000 Penalty: 4409.848633
	Iteration 0F: 3 clusters Score -882459.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -884115.375000 Penalty: 4409.848633
	Iteration 1F: 3 clusters Score -884115.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -884545.437500 Penalty: 4409.848633
	Iteration 2F: 3 clusters Score -884545.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -885067.750000 Penalty: 4409.848633
	Iteration 3F: 3 clusters Score -885067.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -885748.562500 Penalty: 4409.848633
	Iteration 4F: 3 clusters Score -885748.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -886489.750000 Penalty: 4409.848633
	Iteration 5F: 3 clusters Score -886489.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -887152.062500 Penalty: 4409.848633
	Iteration 6F: 3 clusters Score -887152.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -887645.500000 Penalty: 4409.848633
	Iteration 7F: 3 clusters Score -887645.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -887916.750000 Penalty: 4409.848633
	Iteration 8Q: 3 clusters Score -887916.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -888083.937500 Penalty: 4409.848633
	Iteration 9Q: 3 clusters Score -888083.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -888186.125000 Penalty: 4409.848633
	Iteration 10Q: 3 clusters Score -888186.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -888235.250000 Penalty: 4409.848633
	Iteration 11Q: 3 clusters Score -888235.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -888267.312500 Penalty: 4409.848633
	Iteration 12Q: 3 clusters Score -888267.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -888296.187500 Penalty: 4409.848633
	Iteration 13Q: 3 clusters Score -888296.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -888318.375000 Penalty: 4409.848633
	Iteration 14Q: 3 clusters Score -888318.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -888337.312500 Penalty: 4409.848633
	Iteration 15Q: 3 clusters Score -888337.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -888356.687500 Penalty: 4409.848633
	Iteration 16Q: 3 clusters Score -888356.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -888376.375000 Penalty: 4409.848633
	Iteration 17Q: 3 clusters Score -888376.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -888394.937500 Penalty: 4409.848633
	Iteration 18Q: 3 clusters Score -888394.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -888411.625000 Penalty: 4409.848633
	Iteration 19Q: 3 clusters Score -888411.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -888421.875000 Penalty: 4409.848633
	Iteration 20F: 3 clusters Score -888421.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -888436.812500 Penalty: 4409.848633
	Iteration 21Q: 3 clusters Score -888436.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -888450.125000 Penalty: 4409.848633
	Iteration 22Q: 3 clusters Score -888450.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -888456.000000 Penalty: 4409.848633
	Iteration 23Q: 3 clusters Score -888456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -888465.562500 Penalty: 4409.848633
	Iteration 24Q: 3 clusters Score -888465.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -888477.312500 Penalty: 4409.848633
	Iteration 25Q: 3 clusters Score -888477.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -888489.125000 Penalty: 4409.848633
	Iteration 26Q: 3 clusters Score -888489.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -888503.812500 Penalty: 4409.848633
	Iteration 27Q: 3 clusters Score -888503.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -888518.562500 Penalty: 4409.848633
	Iteration 28Q: 3 clusters Score -888518.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -888544.062500 Penalty: 4409.848633
	Iteration 29Q: 3 clusters Score -888544.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -888568.062500 Penalty: 4409.848633
	Iteration 30Q: 3 clusters Score -888568.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -888588.250000 Penalty: 4409.848633
	Iteration 31Q: 3 clusters Score -888588.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -888609.312500 Penalty: 4409.848633
	Iteration 32Q: 3 clusters Score -888609.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -888629.125000 Penalty: 4409.848633
	Iteration 33Q: 3 clusters Score -888629.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -888655.312500 Penalty: 4409.848633
	Iteration 34Q: 3 clusters Score -888655.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -888684.812500 Penalty: 4409.848633
	Iteration 35Q: 3 clusters Score -888684.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -888722.437500 Penalty: 4409.848633
	Iteration 36Q: 3 clusters Score -888722.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -888770.562500 Penalty: 4409.848633
	Iteration 37Q: 3 clusters Score -888770.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -888793.062500 Penalty: 4409.848633
	Iteration 38Q: 3 clusters Score -888793.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -888821.125000 Penalty: 4409.848633
	Iteration 39Q: 3 clusters Score -888821.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -888855.812500 Penalty: 4409.848633
	Iteration 40F: 3 clusters Score -888855.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -888889.937500 Penalty: 4409.848633
	Iteration 41Q: 3 clusters Score -888889.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -888915.000000 Penalty: 4409.848633
	Iteration 42Q: 3 clusters Score -888915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -888929.625000 Penalty: 4409.848633
	Iteration 43Q: 3 clusters Score -888929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -888935.562500 Penalty: 4409.848633
	Iteration 44Q: 3 clusters Score -888935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -888940.250000 Penalty: 4409.848633
	Iteration 45Q: 3 clusters Score -888940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -888947.375000 Penalty: 4409.848633
	Iteration 46Q: 3 clusters Score -888947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -888950.500000 Penalty: 4409.848633
	Iteration 47Q: 3 clusters Score -888950.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -888952.437500 Penalty: 4409.848633
	Iteration 48Q: 3 clusters Score -888952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -888952.625000 Penalty: 4409.848633
	Iteration 49Q: 3 clusters Score -888952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -888952.937500 Penalty: 4409.848633
	Iteration 50Q: 3 clusters Score -888952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -888953.125000 Penalty: 4409.848633
	Iteration 51Q: 3 clusters Score -888953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -888954.750000 Penalty: 4409.848633
	Iteration 52Q: 3 clusters Score -888954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -888953.812500 Penalty: 4409.848633
	Iteration 53Q: 3 clusters Score -888953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -888955.750000 Penalty: 4409.848633
	Iteration 54Q: 3 clusters Score -888955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -888957.187500 Penalty: 4409.848633
	Iteration 55Q: 3 clusters Score -888957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -888955.875000 Penalty: 4409.848633
	Iteration 56Q: 3 clusters Score -888955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -888956.750000 Penalty: 4409.848633
	Iteration 57Q: 3 clusters Score -888956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -888956.750000 Penalty: 4409.848633
	Iteration 58F: 3 clusters Score -888956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 5300 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 4994 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 1965 members 
Entering Unmasked Estep 
Score: -134469920.000000 Penalty: 241698.718750
Splitting cluster 39 changes total score from -134470016.000000 to -134469920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -162045.859375 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -162045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159859.265625 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -159859.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -160192.453125 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -160192.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -160319.609375 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -160319.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160408.593750 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -160408.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160447.984375 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -160448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -160484.046875 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -160484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160518.156250 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -160518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -160551.359375 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -160551.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -160584.734375 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -160584.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -160619.390625 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -160619.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160648.125000 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -160648.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160672.968750 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -160673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160695.546875 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -160695.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -160722.359375 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -160722.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -160744.078125 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -160744.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160759.218750 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -160759.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -160775.859375 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -160775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -160792.250000 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -160792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160803.187500 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -160803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160820.328125 Penalty: 3586.359375
	Iteration 19Q: 3 clusters Score -160820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -160848.765625 Penalty: 3586.359375
	Iteration 20F: 3 clusters Score -160848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160870.875000 Penalty: 3586.359375
	Iteration 21Q: 3 clusters Score -160870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160889.734375 Penalty: 3586.359375
	Iteration 22Q: 3 clusters Score -160889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -160904.812500 Penalty: 3586.359375
	Iteration 23Q: 3 clusters Score -160904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160913.656250 Penalty: 3586.359375
	Iteration 24Q: 3 clusters Score -160913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160920.500000 Penalty: 3586.359375
	Iteration 25Q: 3 clusters Score -160920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -160925.453125 Penalty: 3586.359375
	Iteration 26Q: 3 clusters Score -160925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160926.562500 Penalty: 3586.359375
	Iteration 27Q: 3 clusters Score -160926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160926.562500 Penalty: 3586.359375
	Iteration 28F: 3 clusters Score -160926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -791595.562500 Penalty: 2111.966064
	Iteration 0F: 2 clusters Score -791595.6 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 2486 members 
Entering Unmasked Estep 
Score: -787110.312500 Penalty: 4223.932129
	Iteration 0F: 3 clusters Score -787110.3 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -789301.687500 Penalty: 4223.932129
	Iteration 1F: 3 clusters Score -789301.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -791153.375000 Penalty: 4223.932129
	Iteration 2F: 3 clusters Score -791153.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -792155.562500 Penalty: 4223.932129
	Iteration 3F: 3 clusters Score -792155.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -792637.062500 Penalty: 4223.932129
	Iteration 4F: 3 clusters Score -792637.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -792840.250000 Penalty: 4223.932129
	Iteration 5Q: 3 clusters Score -792840.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -792917.062500 Penalty: 4223.932129
	Iteration 6Q: 3 clusters Score -792917.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -792962.000000 Penalty: 4223.932129
	Iteration 7Q: 3 clusters Score -792962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -792992.312500 Penalty: 4223.932129
	Iteration 8Q: 3 clusters Score -792992.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -793013.562500 Penalty: 4223.932129
	Iteration 9Q: 3 clusters Score -793013.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -793038.937500 Penalty: 4223.932129
	Iteration 10Q: 3 clusters Score -793038.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -793052.312500 Penalty: 4223.932129
	Iteration 11Q: 3 clusters Score -793052.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -793066.062500 Penalty: 4223.932129
	Iteration 12Q: 3 clusters Score -793066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -793075.125000 Penalty: 4223.932129
	Iteration 13Q: 3 clusters Score -793075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -793081.875000 Penalty: 4223.932129
	Iteration 14Q: 3 clusters Score -793081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -793091.750000 Penalty: 4223.932129
	Iteration 15Q: 3 clusters Score -793091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -793101.125000 Penalty: 4223.932129
	Iteration 16Q: 3 clusters Score -793101.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -793104.875000 Penalty: 4223.932129
	Iteration 17Q: 3 clusters Score -793104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -793110.937500 Penalty: 4223.932129
	Iteration 18Q: 3 clusters Score -793110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -793114.312500 Penalty: 4223.932129
	Iteration 19Q: 3 clusters Score -793114.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -793117.375000 Penalty: 4223.932129
	Iteration 20F: 3 clusters Score -793117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -793124.500000 Penalty: 4223.932129
	Iteration 21Q: 3 clusters Score -793124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -793128.000000 Penalty: 4223.932129
	Iteration 22Q: 3 clusters Score -793128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -793127.437500 Penalty: 4223.932129
	Iteration 23Q: 3 clusters Score -793127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -793131.312500 Penalty: 4223.932129
	Iteration 24Q: 3 clusters Score -793131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -793134.125000 Penalty: 4223.932129
	Iteration 25Q: 3 clusters Score -793134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -793137.000000 Penalty: 4223.932129
	Iteration 26Q: 3 clusters Score -793137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -793136.750000 Penalty: 4223.932129
	Iteration 27Q: 3 clusters Score -793136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -793139.187500 Penalty: 4223.932129
	Iteration 28Q: 3 clusters Score -793139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -793141.000000 Penalty: 4223.932129
	Iteration 29Q: 3 clusters Score -793141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -793144.125000 Penalty: 4223.932129
	Iteration 30Q: 3 clusters Score -793144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -793143.625000 Penalty: 4223.932129
	Iteration 31Q: 3 clusters Score -793143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -793143.937500 Penalty: 4223.932129
	Iteration 32Q: 3 clusters Score -793143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -793146.687500 Penalty: 4223.932129
	Iteration 33Q: 3 clusters Score -793146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -793150.312500 Penalty: 4223.932129
	Iteration 34Q: 3 clusters Score -793150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -793153.562500 Penalty: 4223.932129
	Iteration 35Q: 3 clusters Score -793153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -793156.250000 Penalty: 4223.932129
	Iteration 36Q: 3 clusters Score -793156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -793157.312500 Penalty: 4223.932129
	Iteration 37Q: 3 clusters Score -793157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -793157.312500 Penalty: 4223.932129
	Iteration 38F: 3 clusters Score -793157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 3851 members 
Entering Unmasked Estep 
Score: -134470224.000000 Penalty: 241698.718750
Splitting cluster 41 changes total score from -134470016.000000 to -134470224.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 42 (66844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Entering Unmasked Estep 
Score: -8330993.000000 Penalty: 2755.309082
	Iteration 0F: 2 clusters Score -8330993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -8286042.500000 Penalty: 5510.618164
	Iteration 0F: 3 clusters Score -8286042 nChanged 31240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8303464.500000 Penalty: 5510.618164
	Iteration 1F: 3 clusters Score -8303464 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8304015.500000 Penalty: 5510.618164
	Iteration 2Q: 3 clusters Score -8304016 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -8304537.000000 Penalty: 5510.618164
	Iteration 3Q: 3 clusters Score -8304537 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -8305116.500000 Penalty: 5510.618164
	Iteration 4Q: 3 clusters Score -8305116 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -8305869.500000 Penalty: 5510.618164
	Iteration 5Q: 3 clusters Score -8305870 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -8306652.000000 Penalty: 5510.618164
	Iteration 6Q: 3 clusters Score -8306652 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -8307763.500000 Penalty: 5510.618164
	Iteration 7Q: 3 clusters Score -8307764 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -8309246.000000 Penalty: 5510.618164
	Iteration 8Q: 3 clusters Score -8309246 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8310973.500000 Penalty: 5510.618164
	Iteration 9Q: 3 clusters Score -8310974 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -8313002.000000 Penalty: 5510.618164
	Iteration 10Q: 3 clusters Score -8313002 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -8315432.500000 Penalty: 5510.618164
	Iteration 11F: 3 clusters Score -8315432 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -8317991.000000 Penalty: 5510.618164
	Iteration 12F: 3 clusters Score -8317991 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -8320623.500000 Penalty: 5510.618164
	Iteration 13F: 3 clusters Score -8320624 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8322920.000000 Penalty: 5510.618164
	Iteration 14Q: 3 clusters Score -8322920 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -8324782.500000 Penalty: 5510.618164
	Iteration 15Q: 3 clusters Score -8324782 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8326159.000000 Penalty: 5510.618164
	Iteration 16Q: 3 clusters Score -8326159 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8327052.500000 Penalty: 5510.618164
	Iteration 17Q: 3 clusters Score -8327052 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8327609.500000 Penalty: 5510.618164
	Iteration 18Q: 3 clusters Score -8327610 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8327930.000000 Penalty: 5510.618164
	Iteration 19Q: 3 clusters Score -8327930 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8328175.500000 Penalty: 5510.618164
	Iteration 20F: 3 clusters Score -8328176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8328320.500000 Penalty: 5510.618164
	Iteration 21Q: 3 clusters Score -8328320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8328408.000000 Penalty: 5510.618164
	Iteration 22Q: 3 clusters Score -8328408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8328496.500000 Penalty: 5510.618164
	Iteration 23Q: 3 clusters Score -8328496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8328537.000000 Penalty: 5510.618164
	Iteration 24Q: 3 clusters Score -8328537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8328581.500000 Penalty: 5510.618164
	Iteration 25Q: 3 clusters Score -8328582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8328596.500000 Penalty: 5510.618164
	Iteration 26Q: 3 clusters Score -8328596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8328642.000000 Penalty: 5510.618164
	Iteration 27Q: 3 clusters Score -8328642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8328662.500000 Penalty: 5510.618164
	Iteration 28Q: 3 clusters Score -8328662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8328677.000000 Penalty: 5510.618164
	Iteration 29Q: 3 clusters Score -8328677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8328681.500000 Penalty: 5510.618164
	Iteration 30Q: 3 clusters Score -8328682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8328677.000000 Penalty: 5510.618164
	Iteration 31Q: 3 clusters Score -8328677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8328689.000000 Penalty: 5510.618164
	Iteration 32Q: 3 clusters Score -8328689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8328695.500000 Penalty: 5510.618164
	Iteration 33Q: 3 clusters Score -8328696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8328696.000000 Penalty: 5510.618164
	Iteration 34Q: 3 clusters Score -8328696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8328699.500000 Penalty: 5510.618164
	Iteration 35Q: 3 clusters Score -8328700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8328701.500000 Penalty: 5510.618164
	Iteration 36Q: 3 clusters Score -8328702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8328702.000000 Penalty: 5510.618164
	Iteration 37Q: 3 clusters Score -8328702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8328702.500000 Penalty: 5510.618164
	Iteration 38Q: 3 clusters Score -8328702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8328701.000000 Penalty: 5510.618164
	Iteration 39Q: 3 clusters Score -8328701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8328703.500000 Penalty: 5510.618164
	Iteration 40F: 3 clusters Score -8328704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8328703.500000 Penalty: 5510.618164
	Iteration 41Q: 3 clusters Score -8328704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8328706.500000 Penalty: 5510.618164
	Iteration 42Q: 3 clusters Score -8328706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8328707.500000 Penalty: 5510.618164
	Iteration 43Q: 3 clusters Score -8328708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8328709.000000 Penalty: 5510.618164
	Iteration 44Q: 3 clusters Score -8328709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8328713.500000 Penalty: 5510.618164
	Iteration 45Q: 3 clusters Score -8328714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8328712.000000 Penalty: 5510.618164
	Iteration 46Q: 3 clusters Score -8328712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8328712.000000 Penalty: 5510.618164
	Iteration 47F: 3 clusters Score -8328712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Entering Unmasked Estep 
Score: -1245925.500000 Penalty: 2287.856934
	Iteration 0F: 2 clusters Score -1245926 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 5146 members 
Entering Unmasked Estep 
Score: -1238131.375000 Penalty: 4575.713867
	Iteration 0F: 3 clusters Score -1238131 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1240415.750000 Penalty: 4575.713867
	Iteration 1F: 3 clusters Score -1240416 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1240815.375000 Penalty: 4575.713867
	Iteration 2F: 3 clusters Score -1240815 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1241154.875000 Penalty: 4575.713867
	Iteration 3F: 3 clusters Score -1241155 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1241460.000000 Penalty: 4575.713867
	Iteration 4F: 3 clusters Score -1241460 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1241725.875000 Penalty: 4575.713867
	Iteration 5Q: 3 clusters Score -1241726 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1241986.250000 Penalty: 4575.713867
	Iteration 6Q: 3 clusters Score -1241986 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1242297.000000 Penalty: 4575.713867
	Iteration 7Q: 3 clusters Score -1242297 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1242677.000000 Penalty: 4575.713867
	Iteration 8Q: 3 clusters Score -1242677 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1243103.125000 Penalty: 4575.713867
	Iteration 9Q: 3 clusters Score -1243103 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1243510.500000 Penalty: 4575.713867
	Iteration 10Q: 3 clusters Score -1243510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1243836.500000 Penalty: 4575.713867
	Iteration 11Q: 3 clusters Score -1243836 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1244104.750000 Penalty: 4575.713867
	Iteration 12Q: 3 clusters Score -1244105 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1244307.125000 Penalty: 4575.713867
	Iteration 13Q: 3 clusters Score -1244307 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1244428.500000 Penalty: 4575.713867
	Iteration 14Q: 3 clusters Score -1244428 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1244523.250000 Penalty: 4575.713867
	Iteration 15Q: 3 clusters Score -1244523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1244598.000000 Penalty: 4575.713867
	Iteration 16Q: 3 clusters Score -1244598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1244646.500000 Penalty: 4575.713867
	Iteration 17Q: 3 clusters Score -1244646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1244694.375000 Penalty: 4575.713867
	Iteration 18Q: 3 clusters Score -1244694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1244732.375000 Penalty: 4575.713867
	Iteration 19Q: 3 clusters Score -1244732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1244760.000000 Penalty: 4575.713867
	Iteration 20F: 3 clusters Score -1244760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1244782.000000 Penalty: 4575.713867
	Iteration 21Q: 3 clusters Score -1244782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1244794.250000 Penalty: 4575.713867
	Iteration 22Q: 3 clusters Score -1244794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1244799.625000 Penalty: 4575.713867
	Iteration 23Q: 3 clusters Score -1244800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1244800.750000 Penalty: 4575.713867
	Iteration 24Q: 3 clusters Score -1244801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1244806.000000 Penalty: 4575.713867
	Iteration 25Q: 3 clusters Score -1244806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1244812.000000 Penalty: 4575.713867
	Iteration 26Q: 3 clusters Score -1244812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1244812.375000 Penalty: 4575.713867
	Iteration 27Q: 3 clusters Score -1244812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1244812.000000 Penalty: 4575.713867
	Iteration 28Q: 3 clusters Score -1244812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1244814.125000 Penalty: 4575.713867
	Iteration 29Q: 3 clusters Score -1244814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1244816.000000 Penalty: 4575.713867
	Iteration 30Q: 3 clusters Score -1244816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1244817.125000 Penalty: 4575.713867
	Iteration 31Q: 3 clusters Score -1244817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1244818.750000 Penalty: 4575.713867
	Iteration 32Q: 3 clusters Score -1244819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1244818.750000 Penalty: 4575.713867
	Iteration 33F: 3 clusters Score -1244819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (24876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Entering Unmasked Estep 
Score: -3022926.250000 Penalty: 2510.171387
	Iteration 0F: 2 clusters Score -3022926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3005584.000000 Penalty: 5020.342773
	Iteration 0F: 3 clusters Score -3005584 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3011648.250000 Penalty: 5020.342773
	Iteration 1F: 3 clusters Score -3011648 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3012293.000000 Penalty: 5020.342773
	Iteration 2F: 3 clusters Score -3012293 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3013107.250000 Penalty: 5020.342773
	Iteration 3F: 3 clusters Score -3013107 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3014015.250000 Penalty: 5020.342773
	Iteration 4F: 3 clusters Score -3014015 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3015087.000000 Penalty: 5020.342773
	Iteration 5F: 3 clusters Score -3015087 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3016253.000000 Penalty: 5020.342773
	Iteration 6F: 3 clusters Score -3016253 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3017410.750000 Penalty: 5020.342773
	Iteration 7F: 3 clusters Score -3017411 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3018441.500000 Penalty: 5020.342773
	Iteration 8F: 3 clusters Score -3018442 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3019251.250000 Penalty: 5020.342773
	Iteration 9F: 3 clusters Score -3019251 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3019833.750000 Penalty: 5020.342773
	Iteration 10Q: 3 clusters Score -3019834 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3020187.250000 Penalty: 5020.342773
	Iteration 11Q: 3 clusters Score -3020187 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3020447.250000 Penalty: 5020.342773
	Iteration 12Q: 3 clusters Score -3020447 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3020676.750000 Penalty: 5020.342773
	Iteration 13Q: 3 clusters Score -3020677 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3020870.000000 Penalty: 5020.342773
	Iteration 14Q: 3 clusters Score -3020870 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3021059.750000 Penalty: 5020.342773
	Iteration 15Q: 3 clusters Score -3021060 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3021274.500000 Penalty: 5020.342773
	Iteration 16Q: 3 clusters Score -3021274 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3021433.750000 Penalty: 5020.342773
	Iteration 17Q: 3 clusters Score -3021434 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3021570.500000 Penalty: 5020.342773
	Iteration 18Q: 3 clusters Score -3021570 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3021680.000000 Penalty: 5020.342773
	Iteration 19Q: 3 clusters Score -3021680 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3021744.250000 Penalty: 5020.342773
	Iteration 20F: 3 clusters Score -3021744 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3021786.750000 Penalty: 5020.342773
	Iteration 21Q: 3 clusters Score -3021787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3021818.750000 Penalty: 5020.342773
	Iteration 22Q: 3 clusters Score -3021819 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3021847.500000 Penalty: 5020.342773
	Iteration 23Q: 3 clusters Score -3021848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3021841.750000 Penalty: 5020.342773
	Iteration 24Q: 3 clusters Score -3021842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3021859.750000 Penalty: 5020.342773
	Iteration 25Q: 3 clusters Score -3021860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3021868.250000 Penalty: 5020.342773
	Iteration 26Q: 3 clusters Score -3021868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3021885.750000 Penalty: 5020.342773
	Iteration 27Q: 3 clusters Score -3021886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3021895.000000 Penalty: 5020.342773
	Iteration 28Q: 3 clusters Score -3021895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3021896.250000 Penalty: 5020.342773
	Iteration 29Q: 3 clusters Score -3021896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3021906.250000 Penalty: 5020.342773
	Iteration 30Q: 3 clusters Score -3021906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3021906.000000 Penalty: 5020.342773
	Iteration 31Q: 3 clusters Score -3021906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3021904.000000 Penalty: 5020.342773
	Iteration 32Q: 3 clusters Score -3021904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3021901.500000 Penalty: 5020.342773
	Iteration 33Q: 3 clusters Score -3021902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3021904.750000 Penalty: 5020.342773
	Iteration 34Q: 3 clusters Score -3021905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3021905.250000 Penalty: 5020.342773
	Iteration 35Q: 3 clusters Score -3021905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3021908.250000 Penalty: 5020.342773
	Iteration 36Q: 3 clusters Score -3021908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3021908.250000 Penalty: 5020.342773
	Iteration 37Q: 3 clusters Score -3021908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3021907.000000 Penalty: 5020.342773
	Iteration 38Q: 3 clusters Score -3021907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3021909.250000 Penalty: 5020.342773
	Iteration 39Q: 3 clusters Score -3021909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3021908.250000 Penalty: 5020.342773
	Iteration 40F: 3 clusters Score -3021908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3021906.500000 Penalty: 5020.342773
	Iteration 41Q: 3 clusters Score -3021906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3021905.500000 Penalty: 5020.342773
	Iteration 42Q: 3 clusters Score -3021906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3021908.750000 Penalty: 5020.342773
	Iteration 43Q: 3 clusters Score -3021909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3021916.000000 Penalty: 5020.342773
	Iteration 44Q: 3 clusters Score -3021916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3021916.250000 Penalty: 5020.342773
	Iteration 45Q: 3 clusters Score -3021916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3021916.000000 Penalty: 5020.342773
	Iteration 46Q: 3 clusters Score -3021916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3021914.750000 Penalty: 5020.342773
	Iteration 47Q: 3 clusters Score -3021915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3021924.000000 Penalty: 5020.342773
	Iteration 48Q: 3 clusters Score -3021924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3021924.000000 Penalty: 5020.342773
	Iteration 49Q: 3 clusters Score -3021924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3021928.000000 Penalty: 5020.342773
	Iteration 50Q: 3 clusters Score -3021928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3021926.000000 Penalty: 5020.342773
	Iteration 51Q: 3 clusters Score -3021926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3021923.000000 Penalty: 5020.342773
	Iteration 52Q: 3 clusters Score -3021923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3021921.250000 Penalty: 5020.342773
	Iteration 53Q: 3 clusters Score -3021921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3021921.250000 Penalty: 5020.342773
	Iteration 54Q: 3 clusters Score -3021921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3021928.500000 Penalty: 5020.342773
	Iteration 55Q: 3 clusters Score -3021928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3021928.750000 Penalty: 5020.342773
	Iteration 56Q: 3 clusters Score -3021929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3021933.750000 Penalty: 5020.342773
	Iteration 57Q: 3 clusters Score -3021934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3021928.750000 Penalty: 5020.342773
	Iteration 58Q: 3 clusters Score -3021929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3021931.000000 Penalty: 5020.342773
	Iteration 59Q: 3 clusters Score -3021931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3021928.750000 Penalty: 5020.342773
	Iteration 60F: 3 clusters Score -3021929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -1326186.000000 Penalty: 2301.198730
	Iteration 0F: 2 clusters Score -1326186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1318121.750000 Penalty: 4602.397461
	Iteration 0F: 3 clusters Score -1318122 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1320555.625000 Penalty: 4602.397461
	Iteration 1F: 3 clusters Score -1320556 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1320994.625000 Penalty: 4602.397461
	Iteration 2F: 3 clusters Score -1320995 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1321448.750000 Penalty: 4602.397461
	Iteration 3F: 3 clusters Score -1321449 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1321942.375000 Penalty: 4602.397461
	Iteration 4F: 3 clusters Score -1321942 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1322526.500000 Penalty: 4602.397461
	Iteration 5F: 3 clusters Score -1322526 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1323069.750000 Penalty: 4602.397461
	Iteration 6F: 3 clusters Score -1323070 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1323521.625000 Penalty: 4602.397461
	Iteration 7F: 3 clusters Score -1323522 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1323858.000000 Penalty: 4602.397461
	Iteration 8Q: 3 clusters Score -1323858 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1324132.375000 Penalty: 4602.397461
	Iteration 9Q: 3 clusters Score -1324132 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1324352.875000 Penalty: 4602.397461
	Iteration 10Q: 3 clusters Score -1324353 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1324514.875000 Penalty: 4602.397461
	Iteration 11Q: 3 clusters Score -1324515 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1324664.750000 Penalty: 4602.397461
	Iteration 12Q: 3 clusters Score -1324665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1324754.875000 Penalty: 4602.397461
	Iteration 13Q: 3 clusters Score -1324755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1324821.000000 Penalty: 4602.397461
	Iteration 14Q: 3 clusters Score -1324821 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1324857.250000 Penalty: 4602.397461
	Iteration 15Q: 3 clusters Score -1324857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1324893.500000 Penalty: 4602.397461
	Iteration 16Q: 3 clusters Score -1324894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1324926.125000 Penalty: 4602.397461
	Iteration 17Q: 3 clusters Score -1324926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1324949.000000 Penalty: 4602.397461
	Iteration 18Q: 3 clusters Score -1324949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1324964.250000 Penalty: 4602.397461
	Iteration 19Q: 3 clusters Score -1324964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1324970.750000 Penalty: 4602.397461
	Iteration 20F: 3 clusters Score -1324971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1324980.375000 Penalty: 4602.397461
	Iteration 21Q: 3 clusters Score -1324980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1324986.000000 Penalty: 4602.397461
	Iteration 22Q: 3 clusters Score -1324986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1324991.250000 Penalty: 4602.397461
	Iteration 23Q: 3 clusters Score -1324991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1324994.375000 Penalty: 4602.397461
	Iteration 24Q: 3 clusters Score -1324994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1324997.500000 Penalty: 4602.397461
	Iteration 25Q: 3 clusters Score -1324998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1324996.250000 Penalty: 4602.397461
	Iteration 26Q: 3 clusters Score -1324996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1324995.500000 Penalty: 4602.397461
	Iteration 27Q: 3 clusters Score -1324996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1324996.875000 Penalty: 4602.397461
	Iteration 28Q: 3 clusters Score -1324997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1324997.000000 Penalty: 4602.397461
	Iteration 29Q: 3 clusters Score -1324997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1324998.000000 Penalty: 4602.397461
	Iteration 30Q: 3 clusters Score -1324998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1324998.000000 Penalty: 4602.397461
	Iteration 31F: 3 clusters Score -1324998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272142.000000 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269317.781250 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269317.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -269883.843750 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -269883.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -270040.125000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -270040.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270157.281250 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -270157.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270246.968750 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -270247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -270305.312500 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -270305.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -270366.437500 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -270366.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270417.937500 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -270417.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270489.937500 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -270489.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -270540.875000 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -270540.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -270594.812500 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -270594.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -270639.656250 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -270639.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -270662.968750 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -270663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -270684.937500 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -270684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -270703.968750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -270704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -270713.968750 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -270714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -270721.625000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -270721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -270724.718750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -270724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -270732.218750 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -270732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -270738.656250 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -270738.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -270742.000000 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -270742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270745.250000 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -270745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270746.843750 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -270746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -270748.343750 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -270748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -270751.375000 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -270751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -270754.906250 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -270754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -270758.781250 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -270758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -270760.281250 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -270760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270760.718750 Penalty: 3826.479980
	Iteration 28Q: 3 clusters Score -270760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270760.718750 Penalty: 3826.479980
	Iteration 29F: 3 clusters Score -270760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -1111601.000000 Penalty: 2284.015625
	Iteration 0F: 2 clusters Score -1111601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1103967.250000 Penalty: 4568.031250
	Iteration 0F: 3 clusters Score -1103967 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1106360.250000 Penalty: 4568.031250
	Iteration 1F: 3 clusters Score -1106360 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1106723.125000 Penalty: 4568.031250
	Iteration 2F: 3 clusters Score -1106723 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1107027.125000 Penalty: 4568.031250
	Iteration 3F: 3 clusters Score -1107027 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1107305.250000 Penalty: 4568.031250
	Iteration 4Q: 3 clusters Score -1107305 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1107570.875000 Penalty: 4568.031250
	Iteration 5Q: 3 clusters Score -1107571 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1107829.000000 Penalty: 4568.031250
	Iteration 6Q: 3 clusters Score -1107829 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1108083.000000 Penalty: 4568.031250
	Iteration 7Q: 3 clusters Score -1108083 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1108324.000000 Penalty: 4568.031250
	Iteration 8Q: 3 clusters Score -1108324 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1108561.625000 Penalty: 4568.031250
	Iteration 9Q: 3 clusters Score -1108562 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1108794.125000 Penalty: 4568.031250
	Iteration 10Q: 3 clusters Score -1108794 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1109012.000000 Penalty: 4568.031250
	Iteration 11Q: 3 clusters Score -1109012 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1109195.375000 Penalty: 4568.031250
	Iteration 12Q: 3 clusters Score -1109195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1109359.125000 Penalty: 4568.031250
	Iteration 13Q: 3 clusters Score -1109359 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1109532.125000 Penalty: 4568.031250
	Iteration 14Q: 3 clusters Score -1109532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1109659.625000 Penalty: 4568.031250
	Iteration 15Q: 3 clusters Score -1109660 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1109748.375000 Penalty: 4568.031250
	Iteration 16Q: 3 clusters Score -1109748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1109814.000000 Penalty: 4568.031250
	Iteration 17Q: 3 clusters Score -1109814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1109872.250000 Penalty: 4568.031250
	Iteration 18Q: 3 clusters Score -1109872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1109928.125000 Penalty: 4568.031250
	Iteration 19Q: 3 clusters Score -1109928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1109972.875000 Penalty: 4568.031250
	Iteration 20F: 3 clusters Score -1109973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1110009.500000 Penalty: 4568.031250
	Iteration 21Q: 3 clusters Score -1110010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1110051.375000 Penalty: 4568.031250
	Iteration 22Q: 3 clusters Score -1110051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1110079.375000 Penalty: 4568.031250
	Iteration 23Q: 3 clusters Score -1110079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1110094.250000 Penalty: 4568.031250
	Iteration 24Q: 3 clusters Score -1110094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1110107.625000 Penalty: 4568.031250
	Iteration 25Q: 3 clusters Score -1110108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1110116.125000 Penalty: 4568.031250
	Iteration 26Q: 3 clusters Score -1110116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1110126.125000 Penalty: 4568.031250
	Iteration 27Q: 3 clusters Score -1110126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1110139.625000 Penalty: 4568.031250
	Iteration 28Q: 3 clusters Score -1110140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1110148.000000 Penalty: 4568.031250
	Iteration 29Q: 3 clusters Score -1110148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1110158.125000 Penalty: 4568.031250
	Iteration 30Q: 3 clusters Score -1110158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1110165.500000 Penalty: 4568.031250
	Iteration 31Q: 3 clusters Score -1110166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1110169.500000 Penalty: 4568.031250
	Iteration 32Q: 3 clusters Score -1110170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1110172.500000 Penalty: 4568.031250
	Iteration 33Q: 3 clusters Score -1110172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1110176.000000 Penalty: 4568.031250
	Iteration 34Q: 3 clusters Score -1110176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1110179.375000 Penalty: 4568.031250
	Iteration 35Q: 3 clusters Score -1110179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1110185.625000 Penalty: 4568.031250
	Iteration 36Q: 3 clusters Score -1110186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1110186.875000 Penalty: 4568.031250
	Iteration 37Q: 3 clusters Score -1110187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1110189.750000 Penalty: 4568.031250
	Iteration 38Q: 3 clusters Score -1110190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1110194.750000 Penalty: 4568.031250
	Iteration 39Q: 3 clusters Score -1110195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1110196.125000 Penalty: 4568.031250
	Iteration 40F: 3 clusters Score -1110196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1110199.625000 Penalty: 4568.031250
	Iteration 41Q: 3 clusters Score -1110200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1110200.375000 Penalty: 4568.031250
	Iteration 42Q: 3 clusters Score -1110200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1110200.000000 Penalty: 4568.031250
	Iteration 43Q: 3 clusters Score -1110200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1110199.875000 Penalty: 4568.031250
	Iteration 44Q: 3 clusters Score -1110200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1110201.125000 Penalty: 4568.031250
	Iteration 45Q: 3 clusters Score -1110201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1110203.250000 Penalty: 4568.031250
	Iteration 46Q: 3 clusters Score -1110203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1110202.875000 Penalty: 4568.031250
	Iteration 47Q: 3 clusters Score -1110203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1110203.875000 Penalty: 4568.031250
	Iteration 48Q: 3 clusters Score -1110204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1110203.125000 Penalty: 4568.031250
	Iteration 49Q: 3 clusters Score -1110203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1110203.125000 Penalty: 4568.031250
	Iteration 50F: 3 clusters Score -1110203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -317860.125000 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -317860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -314811.687500 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -314811.7 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -315411.093750 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -315411.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315582.312500 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -315582.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -315664.968750 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -315665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -315735.031250 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -315735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -315780.500000 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -315780.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -315822.562500 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -315822.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315857.250000 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -315857.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -315885.281250 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -315885.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315919.187500 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -315919.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -315974.531250 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -315974.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -316091.093750 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -316091.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -316313.750000 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -316313.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -316504.906250 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -316504.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -316683.125000 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -316683.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -316897.750000 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -316897.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -317097.343750 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -317097.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -317259.156250 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -317259.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -317406.750000 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -317406.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -317546.781250 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -317546.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -317665.093750 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -317665.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -317733.375000 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -317733.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -317764.093750 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -317764.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -317784.000000 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -317784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -317792.312500 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -317792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -317796.218750 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -317796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -317798.531250 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -317798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -317799.593750 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -317799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -317799.593750 Penalty: 3913.543213
	Iteration 28F: 3 clusters Score -317799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -915891.875000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -915891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -909964.812500 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -909964.8 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -911585.562500 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -911585.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -912033.750000 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -912033.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -912529.250000 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -912529.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -913040.562500 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -913040.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -913411.750000 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -913411.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -913642.187500 Penalty: 4418.645508
	Iteration 6F: 3 clusters Score -913642.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -913761.437500 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -913761.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -913835.625000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -913835.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -913876.812500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -913876.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -913905.875000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -913905.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -913921.437500 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -913921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -913935.375000 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -913935.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -913949.562500 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -913949.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -913961.562500 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -913961.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -913973.062500 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -913973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -913976.500000 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -913976.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -913979.937500 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -913979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -913984.437500 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -913984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -913988.125000 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -913988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -913987.500000 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -913987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -913990.750000 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -913990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -913991.562500 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -913991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -913992.062500 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -913992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -913992.937500 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -913992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -913992.437500 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -913992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -913992.625000 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -913992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -913992.625000 Penalty: 4418.645508
	Iteration 27F: 3 clusters Score -913992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -308952.093750 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -308952.1 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 1262 members 
Entering Unmasked Estep 
Score: -305975.156250 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -305975.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306522.906250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -306522.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306664.125000 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -306664.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306757.593750 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -306757.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -306818.656250 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -306818.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -306866.437500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -306866.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -306896.406250 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -306896.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -306921.843750 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -306921.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -306958.843750 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -306958.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307001.468750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -307001.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307060.625000 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -307060.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -307139.437500 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -307139.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -307225.187500 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -307225.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -307295.906250 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -307295.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -307388.000000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -307388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307483.937500 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -307483.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -307579.000000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -307579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -307654.000000 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -307654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -307723.062500 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -307723.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -307765.843750 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -307765.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -307808.187500 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -307808.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307843.812500 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -307843.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -307876.031250 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -307876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -307899.062500 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -307899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -307909.937500 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -307909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -307922.187500 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -307922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -307929.875000 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -307929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -307934.062500 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -307934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -307935.125000 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -307935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -307935.593750 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -307935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -307935.750000 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -307935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -307935.750000 Penalty: 3882.509277
	Iteration 31F: 3 clusters Score -307935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -36233.511719 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -36233.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34931.285156 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -34931.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35496.191406 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -35496.19 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35759.445312 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -35759.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35920.332031 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -35920.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36054.699219 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -36054.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36141.101562 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -36141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36170.035156 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -36170.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36182.996094 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -36183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36189.148438 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -36189.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36191.441406 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -36191.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36194.179688 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -36194.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36197.082031 Penalty: 3127.912598
	Iteration 11F: 3 clusters Score -36197.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36213.519531 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -36213.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36241.550781 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -36241.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36252.000000 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -36252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36261.453125 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -36261.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36271.519531 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -36271.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36279.382812 Penalty: 3127.912598
	Iteration 17Q: 3 clusters Score -36279.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36296.097656 Penalty: 3127.912598
	Iteration 18Q: 3 clusters Score -36296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36305.070312 Penalty: 3127.912598
	Iteration 19Q: 3 clusters Score -36305.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36312.882812 Penalty: 3127.912598
	Iteration 20F: 3 clusters Score -36312.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 318 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 3851 members 
Mstep: Class 71 contains 230 members 
Entering Unmasked Estep 
Score: -134468272.000000 Penalty: 245151.562500
Splitting cluster 51 changes total score from -134470016.000000 to -134468272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -421709.031250 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -421709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -418126.062500 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -418126.1 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -418902.687500 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -418902.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -419155.750000 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -419155.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -419415.343750 Penalty: 4051.147461
	Iteration 3F: 3 clusters Score -419415.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -419733.781250 Penalty: 4051.147461
	Iteration 4F: 3 clusters Score -419733.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -420053.406250 Penalty: 4051.147461
	Iteration 5F: 3 clusters Score -420053.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -420393.281250 Penalty: 4051.147461
	Iteration 6F: 3 clusters Score -420393.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -420728.593750 Penalty: 4051.147461
	Iteration 7F: 3 clusters Score -420728.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -421020.125000 Penalty: 4051.147461
	Iteration 8F: 3 clusters Score -421020.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -421228.937500 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -421228.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -421364.968750 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -421365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -421471.593750 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -421471.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -421569.375000 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -421569.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -421709.125000 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -421709.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -421856.687500 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -421856.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -421933.406250 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -421933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -421955.218750 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -421955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -421963.312500 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -421963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -421968.031250 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -421968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421969.937500 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -421969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -421971.562500 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -421971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -421971.968750 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -421972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -421971.968750 Penalty: 4051.147461
	Iteration 22F: 3 clusters Score -421972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 1345 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 3479 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 3851 members 
Mstep: Class 71 contains 2180 members 
Entering Unmasked Estep 
Score: -134468944.000000 Penalty: 245151.562500
Splitting cluster 52 changes total score from -134470016.000000 to -134468944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (238120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238120 members 
Entering Unmasked Estep 
Score: -29902398.000000 Penalty: 3070.371582
	Iteration 0F: 2 clusters Score -2.99024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -29759840.000000 Penalty: 6140.743164
	Iteration 0F: 3 clusters Score -2.975984e+07 nChanged 114703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -29827594.000000 Penalty: 6140.743164
	Iteration 1F: 3 clusters Score -2.982759e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -29828832.000000 Penalty: 6140.743164
	Iteration 2Q: 3 clusters Score -2.982883e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -29830782.000000 Penalty: 6140.743164
	Iteration 3Q: 3 clusters Score -2.983078e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 136395 members 
Entering Unmasked Estep 
Score: -29834402.000000 Penalty: 6140.743164
	Iteration 4Q: 3 clusters Score -2.98344e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -29840152.000000 Penalty: 6140.743164
	Iteration 5F: 3 clusters Score -2.984015e+07 nChanged 16067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -29849620.000000 Penalty: 6140.743164
	Iteration 6F: 3 clusters Score -2.984962e+07 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -29861270.000000 Penalty: 6140.743164
	Iteration 7F: 3 clusters Score -2.986127e+07 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 191145 members 
Entering Unmasked Estep 
Score: -29872894.000000 Penalty: 6140.743164
	Iteration 8F: 3 clusters Score -2.987289e+07 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 205893 members 
Entering Unmasked Estep 
Score: -29882166.000000 Penalty: 6140.743164
	Iteration 9F: 3 clusters Score -2.988217e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 217369 members 
Entering Unmasked Estep 
Score: -29889880.000000 Penalty: 6140.743164
	Iteration 10Q: 3 clusters Score -2.988988e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 225063 members 
Entering Unmasked Estep 
Score: -29894752.000000 Penalty: 6140.743164
	Iteration 11Q: 3 clusters Score -2.989475e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 229537 members 
Entering Unmasked Estep 
Score: -29897910.000000 Penalty: 6140.743164
	Iteration 12Q: 3 clusters Score -2.989791e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 231717 members 
Entering Unmasked Estep 
Score: -29899494.000000 Penalty: 6140.743164
	Iteration 13Q: 3 clusters Score -2.989949e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 232727 members 
Entering Unmasked Estep 
Score: -29900262.000000 Penalty: 6140.743164
	Iteration 14Q: 3 clusters Score -2.990026e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 233279 members 
Entering Unmasked Estep 
Score: -29900790.000000 Penalty: 6140.743164
	Iteration 15Q: 3 clusters Score -2.990079e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 233653 members 
Entering Unmasked Estep 
Score: -29900928.000000 Penalty: 6140.743164
	Iteration 16Q: 3 clusters Score -2.990093e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 233936 members 
Entering Unmasked Estep 
Score: -29901130.000000 Penalty: 6140.743164
	Iteration 17Q: 3 clusters Score -2.990113e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 234166 members 
Entering Unmasked Estep 
Score: -29901176.000000 Penalty: 6140.743164
	Iteration 18Q: 3 clusters Score -2.990118e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 234330 members 
Entering Unmasked Estep 
Score: -29901188.000000 Penalty: 6140.743164
	Iteration 19Q: 3 clusters Score -2.990119e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 234468 members 
Entering Unmasked Estep 
Score: -29901262.000000 Penalty: 6140.743164
	Iteration 20F: 3 clusters Score -2.990126e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 234583 members 
Entering Unmasked Estep 
Score: -29901266.000000 Penalty: 6140.743164
	Iteration 21Q: 3 clusters Score -2.990127e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 234681 members 
Entering Unmasked Estep 
Score: -29901302.000000 Penalty: 6140.743164
	Iteration 22Q: 3 clusters Score -2.99013e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 234755 members 
Entering Unmasked Estep 
Score: -29901350.000000 Penalty: 6140.743164
	Iteration 23Q: 3 clusters Score -2.990135e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 234820 members 
Entering Unmasked Estep 
Score: -29901398.000000 Penalty: 6140.743164
	Iteration 24Q: 3 clusters Score -2.99014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 234867 members 
Entering Unmasked Estep 
Score: -29901454.000000 Penalty: 6140.743164
	Iteration 25Q: 3 clusters Score -2.990145e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 234894 members 
Entering Unmasked Estep 
Score: -29901426.000000 Penalty: 6140.743164
	Iteration 26Q: 3 clusters Score -2.990143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 234911 members 
Entering Unmasked Estep 
Score: -29901450.000000 Penalty: 6140.743164
	Iteration 27Q: 3 clusters Score -2.990145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 234924 members 
Entering Unmasked Estep 
Score: -29901438.000000 Penalty: 6140.743164
	Iteration 28Q: 3 clusters Score -2.990144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 234937 members 
Entering Unmasked Estep 
Score: -29901428.000000 Penalty: 6140.743164
	Iteration 29Q: 3 clusters Score -2.990143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 234955 members 
Entering Unmasked Estep 
Score: -29901464.000000 Penalty: 6140.743164
	Iteration 30Q: 3 clusters Score -2.990146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 234962 members 
Entering Unmasked Estep 
Score: -29901460.000000 Penalty: 6140.743164
	Iteration 31Q: 3 clusters Score -2.990146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 234968 members 
Entering Unmasked Estep 
Score: -29901458.000000 Penalty: 6140.743164
	Iteration 32Q: 3 clusters Score -2.990146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 234971 members 
Entering Unmasked Estep 
Score: -29901448.000000 Penalty: 6140.743164
	Iteration 33Q: 3 clusters Score -2.990145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 234970 members 
Entering Unmasked Estep 
Score: -29901452.000000 Penalty: 6140.743164
	Iteration 34Q: 3 clusters Score -2.990145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 234970 members 
Entering Unmasked Estep 
Score: -29901452.000000 Penalty: 6140.743164
	Iteration 35F: 3 clusters Score -2.990145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1048362.250000 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1048362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1041535.937500 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1041536 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1043544.750000 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1043545 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1044105.250000 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1044105 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1044746.687500 Penalty: 4498.570312
	Iteration 3F: 3 clusters Score -1044747 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1045306.812500 Penalty: 4498.570312
	Iteration 4F: 3 clusters Score -1045307 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1045689.937500 Penalty: 4498.570312
	Iteration 5F: 3 clusters Score -1045690 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1045950.562500 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -1045951 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1046095.687500 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -1046096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1046177.312500 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -1046177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1046230.375000 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1046230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1046261.937500 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1046262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1046279.312500 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1046279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1046293.562500 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1046294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1046304.187500 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1046304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1046318.187500 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1046318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1046326.250000 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1046326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1046333.250000 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1046333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1046340.500000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1046340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1046347.125000 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1046347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1046351.562500 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1046352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1046360.000000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1046360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1046365.062500 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1046365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1046371.437500 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1046371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1046378.875000 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1046379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1046382.812500 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1046383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1046389.375000 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1046389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1046393.812500 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1046394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1046395.812500 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1046396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1046397.937500 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1046398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1046403.062500 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1046403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1046409.187500 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1046409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1046415.812500 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1046416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1046420.562500 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1046421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1046424.562500 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1046425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1046426.937500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1046427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1046427.875000 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1046428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1046433.875000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1046434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1046436.687500 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1046437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1046439.625000 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -1046440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1046444.375000 Penalty: 4498.570312
	Iteration 39Q: 3 clusters Score -1046444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1046448.500000 Penalty: 4498.570312
	Iteration 40F: 3 clusters Score -1046448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1046453.562500 Penalty: 4498.570312
	Iteration 41Q: 3 clusters Score -1046454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1046459.312500 Penalty: 4498.570312
	Iteration 42Q: 3 clusters Score -1046459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1046464.187500 Penalty: 4498.570312
	Iteration 43Q: 3 clusters Score -1046464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1046465.375000 Penalty: 4498.570312
	Iteration 44Q: 3 clusters Score -1046465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1046468.187500 Penalty: 4498.570312
	Iteration 45Q: 3 clusters Score -1046468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1046472.062500 Penalty: 4498.570312
	Iteration 46Q: 3 clusters Score -1046472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1046476.937500 Penalty: 4498.570312
	Iteration 47Q: 3 clusters Score -1046477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1046477.375000 Penalty: 4498.570312
	Iteration 48Q: 3 clusters Score -1046477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1046480.062500 Penalty: 4498.570312
	Iteration 49Q: 3 clusters Score -1046480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1046479.500000 Penalty: 4498.570312
	Iteration 50Q: 3 clusters Score -1046480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1046481.875000 Penalty: 4498.570312
	Iteration 51Q: 3 clusters Score -1046482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1046486.500000 Penalty: 4498.570312
	Iteration 52Q: 3 clusters Score -1046486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1046486.562500 Penalty: 4498.570312
	Iteration 53Q: 3 clusters Score -1046487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1046486.750000 Penalty: 4498.570312
	Iteration 54Q: 3 clusters Score -1046487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1046486.250000 Penalty: 4498.570312
	Iteration 55Q: 3 clusters Score -1046486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1046486.250000 Penalty: 4498.570312
	Iteration 56F: 3 clusters Score -1046486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -558840.875000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -558840.9 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 1738 members 
Entering Unmasked Estep 
Score: -555349.250000 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -555349.2 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -556674.250000 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -556674.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -557806.062500 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -557806.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -558891.125000 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -558891.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -559975.312500 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -559975.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -561045.750000 Penalty: 4044.632080
	Iteration 5F: 3 clusters Score -561045.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -561534.687500 Penalty: 4044.632080
	Iteration 6F: 3 clusters Score -561534.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -561705.375000 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -561705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -561745.437500 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -561745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -561752.062500 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -561752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -561754.750000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -561754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -561754.750000 Penalty: 4044.632080
	Iteration 11F: 3 clusters Score -561754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 2524 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 6360 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 3851 members 
Mstep: Class 71 contains 955 members 
Entering Unmasked Estep 
Score: -134471856.000000 Penalty: 245151.562500
Splitting cluster 55 changes total score from -134470016.000000 to -134471856.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 56 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -493468.625000 Penalty: 2059.575928
	Iteration 0F: 2 clusters Score -493468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -489570.781250 Penalty: 4119.151855
	Iteration 0F: 3 clusters Score -489570.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -490444.812500 Penalty: 4119.151855
	Iteration 1F: 3 clusters Score -490444.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -490662.718750 Penalty: 4119.151855
	Iteration 2F: 3 clusters Score -490662.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -490830.250000 Penalty: 4119.151855
	Iteration 3F: 3 clusters Score -490830.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -490951.937500 Penalty: 4119.151855
	Iteration 4Q: 3 clusters Score -490951.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -491062.187500 Penalty: 4119.151855
	Iteration 5Q: 3 clusters Score -491062.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -491168.187500 Penalty: 4119.151855
	Iteration 6Q: 3 clusters Score -491168.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -491265.031250 Penalty: 4119.151855
	Iteration 7Q: 3 clusters Score -491265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -491356.562500 Penalty: 4119.151855
	Iteration 8Q: 3 clusters Score -491356.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -491438.812500 Penalty: 4119.151855
	Iteration 9Q: 3 clusters Score -491438.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -491539.437500 Penalty: 4119.151855
	Iteration 10Q: 3 clusters Score -491539.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -491639.843750 Penalty: 4119.151855
	Iteration 11Q: 3 clusters Score -491639.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -491738.812500 Penalty: 4119.151855
	Iteration 12Q: 3 clusters Score -491738.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -491834.375000 Penalty: 4119.151855
	Iteration 13Q: 3 clusters Score -491834.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -491901.562500 Penalty: 4119.151855
	Iteration 14Q: 3 clusters Score -491901.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -491951.812500 Penalty: 4119.151855
	Iteration 15Q: 3 clusters Score -491951.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -491982.531250 Penalty: 4119.151855
	Iteration 16Q: 3 clusters Score -491982.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -492010.156250 Penalty: 4119.151855
	Iteration 17Q: 3 clusters Score -492010.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -492036.343750 Penalty: 4119.151855
	Iteration 18Q: 3 clusters Score -492036.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -492061.187500 Penalty: 4119.151855
	Iteration 19Q: 3 clusters Score -492061.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -492081.937500 Penalty: 4119.151855
	Iteration 20F: 3 clusters Score -492081.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -492100.031250 Penalty: 4119.151855
	Iteration 21Q: 3 clusters Score -492100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -492120.218750 Penalty: 4119.151855
	Iteration 22Q: 3 clusters Score -492120.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -492134.125000 Penalty: 4119.151855
	Iteration 23Q: 3 clusters Score -492134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -492147.687500 Penalty: 4119.151855
	Iteration 24Q: 3 clusters Score -492147.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -492167.250000 Penalty: 4119.151855
	Iteration 25Q: 3 clusters Score -492167.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -492184.406250 Penalty: 4119.151855
	Iteration 26Q: 3 clusters Score -492184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -492196.125000 Penalty: 4119.151855
	Iteration 27Q: 3 clusters Score -492196.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -492205.156250 Penalty: 4119.151855
	Iteration 28Q: 3 clusters Score -492205.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -492211.656250 Penalty: 4119.151855
	Iteration 29Q: 3 clusters Score -492211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -492218.656250 Penalty: 4119.151855
	Iteration 30Q: 3 clusters Score -492218.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -492228.937500 Penalty: 4119.151855
	Iteration 31Q: 3 clusters Score -492228.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -492233.843750 Penalty: 4119.151855
	Iteration 32Q: 3 clusters Score -492233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -492236.437500 Penalty: 4119.151855
	Iteration 33Q: 3 clusters Score -492236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492239.187500 Penalty: 4119.151855
	Iteration 34Q: 3 clusters Score -492239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492241.281250 Penalty: 4119.151855
	Iteration 35Q: 3 clusters Score -492241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492243.093750 Penalty: 4119.151855
	Iteration 36Q: 3 clusters Score -492243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -492243.375000 Penalty: 4119.151855
	Iteration 37Q: 3 clusters Score -492243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -492244.281250 Penalty: 4119.151855
	Iteration 38Q: 3 clusters Score -492244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -492246.625000 Penalty: 4119.151855
	Iteration 39Q: 3 clusters Score -492246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -492248.968750 Penalty: 4119.151855
	Iteration 40F: 3 clusters Score -492249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -492250.937500 Penalty: 4119.151855
	Iteration 41Q: 3 clusters Score -492250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -492250.250000 Penalty: 4119.151855
	Iteration 42Q: 3 clusters Score -492250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -492250.250000 Penalty: 4119.151855
	Iteration 43F: 3 clusters Score -492250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -389522.218750 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -389522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -386162.375000 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -386162.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -386888.718750 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -386888.7 nChanged 259
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: -387085.187500 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -387085.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -387181.875000 Penalty: 4000.059570
	Iteration 3Q: 3 clusters Score -387181.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -387255.593750 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -387255.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -387318.718750 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -387318.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -387369.406250 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -387369.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -387412.531250 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -387412.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387443.375000 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -387443.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -387467.593750 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -387467.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -387489.031250 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -387489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -387510.750000 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -387510.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -387524.312500 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -387524.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -387537.062500 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -387537.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -387550.593750 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -387550.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -387563.343750 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -387563.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -387576.937500 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -387576.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387591.437500 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -387591.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -387601.031250 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -387601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387610.000000 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -387610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -387619.468750 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -387619.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -387631.750000 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -387631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -387647.562500 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -387647.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -387662.406250 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -387662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -387673.625000 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -387673.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -387687.812500 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -387687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -387698.062500 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -387698.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -387708.687500 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -387708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -387717.218750 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -387717.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -387727.406250 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -387727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -387734.531250 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -387734.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -387736.343750 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -387736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -387739.875000 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -387739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -387742.968750 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -387743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -387744.968750 Penalty: 4000.059570
	Iteration 34Q: 3 clusters Score -387745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -387745.125000 Penalty: 4000.059570
	Iteration 35Q: 3 clusters Score -387745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -387746.375000 Penalty: 4000.059570
	Iteration 36Q: 3 clusters Score -387746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -387746.906250 Penalty: 4000.059570
	Iteration 37Q: 3 clusters Score -387746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -387749.031250 Penalty: 4000.059570
	Iteration 38Q: 3 clusters Score -387749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -387750.750000 Penalty: 4000.059570
	Iteration 39Q: 3 clusters Score -387750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -387751.906250 Penalty: 4000.059570
	Iteration 40F: 3 clusters Score -387751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -387754.093750 Penalty: 4000.059570
	Iteration 41Q: 3 clusters Score -387754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -387755.125000 Penalty: 4000.059570
	Iteration 42Q: 3 clusters Score -387755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -387756.031250 Penalty: 4000.059570
	Iteration 43Q: 3 clusters Score -387756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -387756.281250 Penalty: 4000.059570
	Iteration 44Q: 3 clusters Score -387756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -387756.531250 Penalty: 4000.059570
	Iteration 45Q: 3 clusters Score -387756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -387756.531250 Penalty: 4000.059570
	Iteration 46F: 3 clusters Score -387756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -798279.625000 Penalty: 2179.154785
	Iteration 0F: 2 clusters Score -798279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -792832.500000 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -792832.5 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -794300.562500 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -794300.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -794606.937500 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -794606.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -794846.437500 Penalty: 4358.309570
	Iteration 3F: 3 clusters Score -794846.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -795061.125000 Penalty: 4358.309570
	Iteration 4F: 3 clusters Score -795061.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -795268.062500 Penalty: 4358.309570
	Iteration 5Q: 3 clusters Score -795268.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -795474.187500 Penalty: 4358.309570
	Iteration 6Q: 3 clusters Score -795474.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -795673.812500 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -795673.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -795838.625000 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -795838.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -795960.687500 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -795960.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -796065.250000 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -796065.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -796164.250000 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -796164.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -796260.250000 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -796260.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -796322.625000 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -796322.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -796371.500000 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -796371.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -796415.125000 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -796415.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -796452.312500 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -796452.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -796486.687500 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -796486.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -796518.312500 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -796518.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -796545.062500 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -796545.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -796569.500000 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -796569.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -796582.437500 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -796582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -796597.437500 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -796597.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -796612.875000 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -796612.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -796626.937500 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -796626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -796638.437500 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -796638.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -796648.750000 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -796648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -796655.437500 Penalty: 4358.309570
	Iteration 27Q: 3 clusters Score -796655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -796661.250000 Penalty: 4358.309570
	Iteration 28Q: 3 clusters Score -796661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -796660.812500 Penalty: 4358.309570
	Iteration 29Q: 3 clusters Score -796660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -796661.375000 Penalty: 4358.309570
	Iteration 30Q: 3 clusters Score -796661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -796664.187500 Penalty: 4358.309570
	Iteration 31Q: 3 clusters Score -796664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -796663.812500 Penalty: 4358.309570
	Iteration 32Q: 3 clusters Score -796663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -796664.312500 Penalty: 4358.309570
	Iteration 33Q: 3 clusters Score -796664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -796663.875000 Penalty: 4358.309570
	Iteration 34Q: 3 clusters Score -796663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -796664.375000 Penalty: 4358.309570
	Iteration 35Q: 3 clusters Score -796664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -796664.375000 Penalty: 4358.309570
	Iteration 36F: 3 clusters Score -796664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -549740.250000 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -549740.2 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 2255 members 
Entering Unmasked Estep 
Score: -545572.875000 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -545572.9 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -546537.937500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -546537.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -546753.937500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -546753.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -546888.062500 Penalty: 4171.496582
	Iteration 3Q: 3 clusters Score -546888.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -546998.562500 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -546998.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -547096.062500 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -547096.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -547201.250000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -547201.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547337.687500 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -547337.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -547511.500000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -547511.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -547648.625000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -547648.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547759.562500 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -547759.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -547863.375000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -547863.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -547953.312500 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -547953.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -548019.625000 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -548019.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -548071.625000 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -548071.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -548109.312500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -548109.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -548134.500000 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -548134.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -548151.312500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -548151.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -548161.687500 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -548161.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -548167.500000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -548167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -548173.250000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -548173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -548181.500000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -548181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -548189.062500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -548189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -548196.437500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -548196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -548199.812500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -548199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -548201.125000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -548201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -548202.000000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -548202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -548207.312500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -548207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -548211.750000 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -548211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -548214.062500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -548214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -548218.125000 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -548218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -548221.000000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -548221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -548226.750000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -548226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -548232.375000 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -548232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -548236.000000 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -548236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -548240.187500 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -548240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -548243.375000 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -548243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -548247.875000 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -548247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -548252.437500 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -548252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -548256.000000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -548256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -548256.187500 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -548256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -548257.500000 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -548257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -548260.062500 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -548260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -548261.250000 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -548261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -548263.125000 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -548263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -548262.312500 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -548262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -548263.187500 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -548263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -548265.062500 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -548265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -548265.125000 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -548265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -548266.312500 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -548266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -548266.750000 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -548266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -548268.187500 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -548268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -548268.625000 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -548268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -548268.625000 Penalty: 4171.496582
	Iteration 53F: 3 clusters Score -548268.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -425704.875000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -425704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -422147.718750 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -422147.7 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -422908.812500 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -422908.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -423086.843750 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -423086.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -423201.562500 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -423201.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -423295.937500 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -423295.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423351.500000 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -423351.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -423391.406250 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -423391.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -423435.656250 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -423435.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -423487.562500 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -423487.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -423524.843750 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -423524.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -423555.843750 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -423555.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -423581.250000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -423581.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -423614.125000 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -423614.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -423638.937500 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -423638.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -423659.812500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -423659.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -423674.593750 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -423674.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -423684.468750 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -423684.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -423696.343750 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -423696.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -423705.531250 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -423705.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -423715.593750 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -423715.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -423721.375000 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -423721.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -423728.218750 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -423728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -423731.093750 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -423731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -423737.000000 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -423737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -423744.687500 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -423744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -423752.125000 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -423752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -423762.343750 Penalty: 4042.059326
	Iteration 26Q: 3 clusters Score -423762.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -423766.968750 Penalty: 4042.059326
	Iteration 27Q: 3 clusters Score -423767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -423772.781250 Penalty: 4042.059326
	Iteration 28Q: 3 clusters Score -423772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -423777.562500 Penalty: 4042.059326
	Iteration 29Q: 3 clusters Score -423777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -423783.125000 Penalty: 4042.059326
	Iteration 30Q: 3 clusters Score -423783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -423788.781250 Penalty: 4042.059326
	Iteration 31Q: 3 clusters Score -423788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -423794.281250 Penalty: 4042.059326
	Iteration 32Q: 3 clusters Score -423794.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -423798.062500 Penalty: 4042.059326
	Iteration 33Q: 3 clusters Score -423798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -423804.531250 Penalty: 4042.059326
	Iteration 34Q: 3 clusters Score -423804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -423810.500000 Penalty: 4042.059326
	Iteration 35Q: 3 clusters Score -423810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -423814.750000 Penalty: 4042.059326
	Iteration 36Q: 3 clusters Score -423814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -423817.937500 Penalty: 4042.059326
	Iteration 37Q: 3 clusters Score -423817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -423821.437500 Penalty: 4042.059326
	Iteration 38Q: 3 clusters Score -423821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -423823.968750 Penalty: 4042.059326
	Iteration 39Q: 3 clusters Score -423824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -423824.718750 Penalty: 4042.059326
	Iteration 40F: 3 clusters Score -423824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -423826.312500 Penalty: 4042.059326
	Iteration 41Q: 3 clusters Score -423826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -423828.062500 Penalty: 4042.059326
	Iteration 42Q: 3 clusters Score -423828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -423829.531250 Penalty: 4042.059326
	Iteration 43Q: 3 clusters Score -423829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -423830.781250 Penalty: 4042.059326
	Iteration 44Q: 3 clusters Score -423830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -423832.750000 Penalty: 4042.059326
	Iteration 45Q: 3 clusters Score -423832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -423834.625000 Penalty: 4042.059326
	Iteration 46Q: 3 clusters Score -423834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -423839.343750 Penalty: 4042.059326
	Iteration 47Q: 3 clusters Score -423839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -423845.625000 Penalty: 4042.059326
	Iteration 48Q: 3 clusters Score -423845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -423849.500000 Penalty: 4042.059326
	Iteration 49Q: 3 clusters Score -423849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -423855.750000 Penalty: 4042.059326
	Iteration 50Q: 3 clusters Score -423855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -423858.843750 Penalty: 4042.059326
	Iteration 51Q: 3 clusters Score -423858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -423863.312500 Penalty: 4042.059326
	Iteration 52Q: 3 clusters Score -423863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -423864.562500 Penalty: 4042.059326
	Iteration 53Q: 3 clusters Score -423864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -423865.500000 Penalty: 4042.059326
	Iteration 54Q: 3 clusters Score -423865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -423867.750000 Penalty: 4042.059326
	Iteration 55Q: 3 clusters Score -423867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -423871.718750 Penalty: 4042.059326
	Iteration 56Q: 3 clusters Score -423871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -423875.406250 Penalty: 4042.059326
	Iteration 57Q: 3 clusters Score -423875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -423880.468750 Penalty: 4042.059326
	Iteration 58Q: 3 clusters Score -423880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -423884.562500 Penalty: 4042.059326
	Iteration 59Q: 3 clusters Score -423884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -423886.437500 Penalty: 4042.059326
	Iteration 60F: 3 clusters Score -423886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -423888.906250 Penalty: 4042.059326
	Iteration 61Q: 3 clusters Score -423888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -423891.218750 Penalty: 4042.059326
	Iteration 62Q: 3 clusters Score -423891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -423892.718750 Penalty: 4042.059326
	Iteration 63Q: 3 clusters Score -423892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -423894.250000 Penalty: 4042.059326
	Iteration 64Q: 3 clusters Score -423894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -423894.937500 Penalty: 4042.059326
	Iteration 65Q: 3 clusters Score -423894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -423895.187500 Penalty: 4042.059326
	Iteration 66Q: 3 clusters Score -423895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -423896.906250 Penalty: 4042.059326
	Iteration 67Q: 3 clusters Score -423896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -423898.531250 Penalty: 4042.059326
	Iteration 68Q: 3 clusters Score -423898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -423901.000000 Penalty: 4042.059326
	Iteration 69Q: 3 clusters Score -423901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -423906.937500 Penalty: 4042.059326
	Iteration 70Q: 3 clusters Score -423906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -423912.093750 Penalty: 4042.059326
	Iteration 71Q: 3 clusters Score -423912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -423916.531250 Penalty: 4042.059326
	Iteration 72Q: 3 clusters Score -423916.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -423926.500000 Penalty: 4042.059326
	Iteration 73Q: 3 clusters Score -423926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -423930.343750 Penalty: 4042.059326
	Iteration 74Q: 3 clusters Score -423930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -423934.125000 Penalty: 4042.059326
	Iteration 75Q: 3 clusters Score -423934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -423938.406250 Penalty: 4042.059326
	Iteration 76Q: 3 clusters Score -423938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -423944.843750 Penalty: 4042.059326
	Iteration 77Q: 3 clusters Score -423944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -423953.000000 Penalty: 4042.059326
	Iteration 78Q: 3 clusters Score -423953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -423959.750000 Penalty: 4042.059326
	Iteration 79Q: 3 clusters Score -423959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -423965.843750 Penalty: 4042.059326
	Iteration 80F: 3 clusters Score -423965.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -423974.000000 Penalty: 4042.059326
	Iteration 81Q: 3 clusters Score -423974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -423983.531250 Penalty: 4042.059326
	Iteration 82Q: 3 clusters Score -423983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -423989.718750 Penalty: 4042.059326
	Iteration 83Q: 3 clusters Score -423989.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -424000.875000 Penalty: 4042.059326
	Iteration 84Q: 3 clusters Score -424000.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -424010.906250 Penalty: 4042.059326
	Iteration 85Q: 3 clusters Score -424010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -424016.281250 Penalty: 4042.059326
	Iteration 86Q: 3 clusters Score -424016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -424022.968750 Penalty: 4042.059326
	Iteration 87Q: 3 clusters Score -424023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -424027.375000 Penalty: 4042.059326
	Iteration 88Q: 3 clusters Score -424027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -424035.250000 Penalty: 4042.059326
	Iteration 89Q: 3 clusters Score -424035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -424043.625000 Penalty: 4042.059326
	Iteration 90Q: 3 clusters Score -424043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -424054.875000 Penalty: 4042.059326
	Iteration 91Q: 3 clusters Score -424054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -424066.437500 Penalty: 4042.059326
	Iteration 92Q: 3 clusters Score -424066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -424075.187500 Penalty: 4042.059326
	Iteration 93Q: 3 clusters Score -424075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -424081.312500 Penalty: 4042.059326
	Iteration 94Q: 3 clusters Score -424081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -424088.250000 Penalty: 4042.059326
	Iteration 95Q: 3 clusters Score -424088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -424092.625000 Penalty: 4042.059326
	Iteration 96Q: 3 clusters Score -424092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -424095.156250 Penalty: 4042.059326
	Iteration 97Q: 3 clusters Score -424095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -424102.406250 Penalty: 4042.059326
	Iteration 98Q: 3 clusters Score -424102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -424112.187500 Penalty: 4042.059326
	Iteration 99Q: 3 clusters Score -424112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -424122.375000 Penalty: 4042.059326
	Iteration 100F: 3 clusters Score -424122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -424129.656250 Penalty: 4042.059326
	Iteration 101Q: 3 clusters Score -424129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -424135.000000 Penalty: 4042.059326
	Iteration 102Q: 3 clusters Score -424135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -424140.531250 Penalty: 4042.059326
	Iteration 103Q: 3 clusters Score -424140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -424149.468750 Penalty: 4042.059326
	Iteration 104Q: 3 clusters Score -424149.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -424160.437500 Penalty: 4042.059326
	Iteration 105Q: 3 clusters Score -424160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -424170.218750 Penalty: 4042.059326
	Iteration 106Q: 3 clusters Score -424170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -424187.343750 Penalty: 4042.059326
	Iteration 107Q: 3 clusters Score -424187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -424204.625000 Penalty: 4042.059326
	Iteration 108Q: 3 clusters Score -424204.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -424223.625000 Penalty: 4042.059326
	Iteration 109Q: 3 clusters Score -424223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -424236.968750 Penalty: 4042.059326
	Iteration 110Q: 3 clusters Score -424237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -424247.750000 Penalty: 4042.059326
	Iteration 111Q: 3 clusters Score -424247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -424261.593750 Penalty: 4042.059326
	Iteration 112Q: 3 clusters Score -424261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -424273.687500 Penalty: 4042.059326
	Iteration 113Q: 3 clusters Score -424273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -424280.218750 Penalty: 4042.059326
	Iteration 114Q: 3 clusters Score -424280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -424287.187500 Penalty: 4042.059326
	Iteration 115Q: 3 clusters Score -424287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -424293.687500 Penalty: 4042.059326
	Iteration 116Q: 3 clusters Score -424293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -424297.562500 Penalty: 4042.059326
	Iteration 117Q: 3 clusters Score -424297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -424299.468750 Penalty: 4042.059326
	Iteration 118Q: 3 clusters Score -424299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -424301.312500 Penalty: 4042.059326
	Iteration 119Q: 3 clusters Score -424301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -424305.625000 Penalty: 4042.059326
	Iteration 120F: 3 clusters Score -424305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -424308.500000 Penalty: 4042.059326
	Iteration 121Q: 3 clusters Score -424308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -424309.968750 Penalty: 4042.059326
	Iteration 122Q: 3 clusters Score -424310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424311.718750 Penalty: 4042.059326
	Iteration 123Q: 3 clusters Score -424311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424311.718750 Penalty: 4042.059326
	Iteration 124F: 3 clusters Score -424311.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Entering Unmasked Estep 
Score: -1533839.250000 Penalty: 2333.946533
	Iteration 0F: 2 clusters Score -1533839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1524725.250000 Penalty: 4667.893066
	Iteration 0F: 3 clusters Score -1524725 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1527406.250000 Penalty: 4667.893066
	Iteration 1F: 3 clusters Score -1527406 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1527721.375000 Penalty: 4667.893066
	Iteration 2F: 3 clusters Score -1527721 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1527947.125000 Penalty: 4667.893066
	Iteration 3Q: 3 clusters Score -1527947 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1528116.625000 Penalty: 4667.893066
	Iteration 4Q: 3 clusters Score -1528117 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1528267.250000 Penalty: 4667.893066
	Iteration 5Q: 3 clusters Score -1528267 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1528384.250000 Penalty: 4667.893066
	Iteration 6Q: 3 clusters Score -1528384 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1528516.875000 Penalty: 4667.893066
	Iteration 7Q: 3 clusters Score -1528517 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1528664.000000 Penalty: 4667.893066
	Iteration 8Q: 3 clusters Score -1528664 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1528838.750000 Penalty: 4667.893066
	Iteration 9Q: 3 clusters Score -1528839 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1529054.500000 Penalty: 4667.893066
	Iteration 10Q: 3 clusters Score -1529054 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1529293.625000 Penalty: 4667.893066
	Iteration 11Q: 3 clusters Score -1529294 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1529582.125000 Penalty: 4667.893066
	Iteration 12Q: 3 clusters Score -1529582 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1529936.000000 Penalty: 4667.893066
	Iteration 13Q: 3 clusters Score -1529936 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1530340.750000 Penalty: 4667.893066
	Iteration 14Q: 3 clusters Score -1530341 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1530790.250000 Penalty: 4667.893066
	Iteration 15Q: 3 clusters Score -1530790 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1531156.875000 Penalty: 4667.893066
	Iteration 16Q: 3 clusters Score -1531157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1531469.500000 Penalty: 4667.893066
	Iteration 17Q: 3 clusters Score -1531470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1531692.250000 Penalty: 4667.893066
	Iteration 18Q: 3 clusters Score -1531692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1531854.125000 Penalty: 4667.893066
	Iteration 19Q: 3 clusters Score -1531854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1531947.625000 Penalty: 4667.893066
	Iteration 20F: 3 clusters Score -1531948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1532020.125000 Penalty: 4667.893066
	Iteration 21Q: 3 clusters Score -1532020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1532066.625000 Penalty: 4667.893066
	Iteration 22Q: 3 clusters Score -1532067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1532098.250000 Penalty: 4667.893066
	Iteration 23Q: 3 clusters Score -1532098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1532116.750000 Penalty: 4667.893066
	Iteration 24Q: 3 clusters Score -1532117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1532124.875000 Penalty: 4667.893066
	Iteration 25Q: 3 clusters Score -1532125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1532132.625000 Penalty: 4667.893066
	Iteration 26Q: 3 clusters Score -1532133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1532137.250000 Penalty: 4667.893066
	Iteration 27Q: 3 clusters Score -1532137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1532145.625000 Penalty: 4667.893066
	Iteration 28Q: 3 clusters Score -1532146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1532147.250000 Penalty: 4667.893066
	Iteration 29Q: 3 clusters Score -1532147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1532152.125000 Penalty: 4667.893066
	Iteration 30Q: 3 clusters Score -1532152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1532153.125000 Penalty: 4667.893066
	Iteration 31Q: 3 clusters Score -1532153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1532153.500000 Penalty: 4667.893066
	Iteration 32Q: 3 clusters Score -1532154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1532152.250000 Penalty: 4667.893066
	Iteration 33Q: 3 clusters Score -1532152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1532152.250000 Penalty: 4667.893066
	Iteration 34F: 3 clusters Score -1532152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -364133.812500 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -364133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360597.093750 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -360597.1 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361542.281250 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -361542.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -361827.468750 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -361827.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -362023.218750 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -362023.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -362171.031250 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -362171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362307.218750 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -362307.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -362463.406250 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -362463.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -362668.375000 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -362668.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -362905.531250 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -362905.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363078.593750 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -363078.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -363206.718750 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -363206.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -363325.156250 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -363325.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -363410.781250 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -363410.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -363485.812500 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -363485.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -363563.843750 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -363563.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -363626.187500 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -363626.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -363687.187500 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -363687.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -363731.468750 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -363731.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -363766.906250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -363766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -363794.000000 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -363794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -363812.062500 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -363812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -363828.156250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -363828.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -363839.718750 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -363839.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -363851.562500 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -363851.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -363865.562500 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -363865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -363873.375000 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -363873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -363880.968750 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -363881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -363887.312500 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -363887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -363897.531250 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -363897.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363926.875000 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -363926.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -363961.468750 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -363961.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -364005.656250 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -364005.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -364037.500000 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -364037.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -364062.531250 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -364062.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -364081.281250 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -364081.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -364091.343750 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -364091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -364096.312500 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -364096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -364099.593750 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -364099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -364100.750000 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -364100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -364102.000000 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -364102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -364102.000000 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -364102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -774400.062500 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -774400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -768992.250000 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -768992.2 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -770502.187500 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -770502.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -770828.500000 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -770828.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -771081.375000 Penalty: 4343.860840
	Iteration 3F: 3 clusters Score -771081.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -771277.500000 Penalty: 4343.860840
	Iteration 4F: 3 clusters Score -771277.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -771463.937500 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -771463.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -771636.937500 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -771636.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -771788.687500 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -771788.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -771929.312500 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -771929.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -772038.875000 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -772038.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -772138.187500 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -772138.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -772225.750000 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -772225.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -772323.062500 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -772323.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -772414.687500 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -772414.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -772486.062500 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -772486.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -772575.500000 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -772575.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -772641.125000 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -772641.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -772740.937500 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -772740.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -772878.562500 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -772878.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -773093.125000 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -773093.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -773520.937500 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -773520.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -774084.937500 Penalty: 4343.860840
	Iteration 21F: 3 clusters Score -774084.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -774722.875000 Penalty: 4343.860840
	Iteration 22F: 3 clusters Score -774722.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -775080.500000 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -775080.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -775179.062500 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -775179.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -775206.812500 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -775206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -775213.187500 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -775213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -775218.562500 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -775218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -775218.000000 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -775218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -775218.687500 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -775218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -775218.125000 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -775218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -775218.125000 Penalty: 4343.860840
	Iteration 31F: 3 clusters Score -775218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 2524 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 3011 members 
Mstep: Class 64 contains 1140 members 
Mstep: Class 65 contains 2278 members 
Mstep: Class 66 contains 3842 members 
Mstep: Class 67 contains 400 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 2325 members 
Mstep: Class 70 contains 3851 members 
Mstep: Class 71 contains 955 members 
Mstep: Class 72 contains 3349 members 
Entering Unmasked Estep 
Score: -134471376.000000 Penalty: 248604.390625
Splitting cluster 63 changes total score from -134470016.000000 to -134471376.000000
So it's getting split into cluster 72.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36180 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 34243 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 81900 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136442 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 11437 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 22365 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22753 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27542 members 
Mstep: Class 32 contains 5194 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12334 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4288 members 
Mstep: Class 39 contains 7265 members 
Mstep: Class 40 contains 1381 members 
Mstep: Class 41 contains 1143 members 
Mstep: Class 42 contains 66844 members 
Mstep: Class 43 contains 10150 members 
Mstep: Class 44 contains 24876 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 7395 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 3525 members 
Mstep: Class 53 contains 238120 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 2524 members 
Mstep: Class 56 contains 4043 members 
Mstep: Class 57 contains 3180 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 4493 members 
Mstep: Class 60 contains 3461 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3446 members 
Mstep: Class 63 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134473840.000000 Penalty: 248604.390625
Iteration 119Q: 73 clusters Score -1.344738e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 36175 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 34247 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10659 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 81713 members 
Mstep: Class 15 contains 12622 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136417 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 3238 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 22474 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 22696 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27493 members 
Mstep: Class 32 contains 5212 members 
Mstep: Class 33 contains 10155 members 
Mstep: Class 34 contains 12371 members 
Mstep: Class 35 contains 1258 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 4325 members 
Mstep: Class 39 contains 7271 members 
Mstep: Class 40 contains 1386 members 
Mstep: Class 41 contains 1134 members 
Mstep: Class 42 contains 66836 members 
Mstep: Class 43 contains 9984 members 
Mstep: Class 44 contains 24840 members 
Mstep: Class 45 contains 10728 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10025 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 7393 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 3455 members 
Mstep: Class 53 contains 238125 members 
Mstep: Class 54 contains 8718 members 
Mstep: Class 55 contains 2578 members 
Mstep: Class 56 contains 4047 members 
Mstep: Class 57 contains 3192 members 
Mstep: Class 58 contains 6544 members 
Mstep: Class 59 contains 4481 members 
Mstep: Class 60 contains 3454 members 
Mstep: Class 61 contains 12224 members 
Mstep: Class 62 contains 3451 members 
Mstep: Class 63 contains 3127 members 
Mstep: Class 64 contains 1091 members 
Mstep: Class 65 contains 2268 members 
Mstep: Class 66 contains 3652 members 
Mstep: Class 67 contains 388 members 
Mstep: Class 68 contains 1413 members 
Mstep: Class 69 contains 2202 members 
Mstep: Class 70 contains 3719 members 
Mstep: Class 71 contains 852 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134476992.000000 Penalty: 248604.390625
Iteration 120F: 73 clusters Score -1.34477e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 36171 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 34249 members 
Mstep: Class 7 contains 42981 members 
Mstep: Class 8 contains 47801 members 
Mstep: Class 9 contains 21866 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10665 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 81524 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136389 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 12301 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 3215 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 22158 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 22631 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27430 members 
Mstep: Class 32 contains 5229 members 
Mstep: Class 33 contains 10127 members 
Mstep: Class 34 contains 12371 members 
Mstep: Class 35 contains 1250 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1757 members 
Mstep: Class 38 contains 4282 members 
Mstep: Class 39 contains 7244 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1074 members 
Mstep: Class 42 contains 66837 members 
Mstep: Class 43 contains 9855 members 
Mstep: Class 44 contains 24666 members 
Mstep: Class 45 contains 10736 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9962 members 
Mstep: Class 48 contains 2749 members 
Mstep: Class 49 contains 7393 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 3418 members 
Mstep: Class 53 contains 238122 members 
Mstep: Class 54 contains 8713 members 
Mstep: Class 55 contains 2576 members 
Mstep: Class 56 contains 4048 members 
Mstep: Class 57 contains 3202 members 
Mstep: Class 58 contains 6540 members 
Mstep: Class 59 contains 4459 members 
Mstep: Class 60 contains 3453 members 
Mstep: Class 61 contains 12224 members 
Mstep: Class 62 contains 3463 members 
Mstep: Class 63 contains 3197 members 
Mstep: Class 64 contains 1131 members 
Mstep: Class 65 contains 2296 members 
Mstep: Class 66 contains 3964 members 
Mstep: Class 67 contains 405 members 
Mstep: Class 68 contains 1553 members 
Mstep: Class 69 contains 2466 members 
Mstep: Class 70 contains 3781 members 
Mstep: Class 71 contains 849 members 
Mstep: Class 72 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134478048.000000 Penalty: 248604.390625
Iteration 121Q: 73 clusters Score -1.34478e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 42522 members 
Mstep: Class 6 contains 34257 members 
Mstep: Class 7 contains 42754 members 
Mstep: Class 8 contains 47771 members 
Mstep: Class 9 contains 21967 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 81362 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136350 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 12642 members 
Mstep: Class 23 contains 4759 members 
Mstep: Class 24 contains 3212 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 21876 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 22579 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27376 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 10117 members 
Mstep: Class 34 contains 12371 members 
Mstep: Class 35 contains 1246 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1758 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7235 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 1046 members 
Mstep: Class 42 contains 66838 members 
Mstep: Class 43 contains 9776 members 
Mstep: Class 44 contains 24476 members 
Mstep: Class 45 contains 10748 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9928 members 
Mstep: Class 48 contains 2733 members 
Mstep: Class 49 contains 7393 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 563 members 
Mstep: Class 52 contains 3394 members 
Mstep: Class 53 contains 238145 members 
Mstep: Class 54 contains 8707 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 4052 members 
Mstep: Class 57 contains 3207 members 
Mstep: Class 58 contains 6545 members 
Mstep: Class 59 contains 4442 members 
Mstep: Class 60 contains 3449 members 
Mstep: Class 61 contains 12221 members 
Mstep: Class 62 contains 3483 members 
Mstep: Class 63 contains 3236 members 
Mstep: Class 64 contains 1164 members 
Mstep: Class 65 contains 2321 members 
Mstep: Class 66 contains 4206 members 
Mstep: Class 67 contains 412 members 
Mstep: Class 68 contains 1614 members 
Mstep: Class 69 contains 2659 members 
Mstep: Class 70 contains 3809 members 
Mstep: Class 71 contains 852 members 
Mstep: Class 72 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134478928.000000 Penalty: 248604.390625
Iteration 122Q: 73 clusters Score -1.344789e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 36149 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 6978 members 
Mstep: Class 5 contains 42525 members 
Mstep: Class 6 contains 34256 members 
Mstep: Class 7 contains 42533 members 
Mstep: Class 8 contains 47731 members 
Mstep: Class 9 contains 22084 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 81249 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136340 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 12905 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 3210 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 21658 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 22530 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27317 members 
Mstep: Class 32 contains 5256 members 
Mstep: Class 33 contains 10107 members 
Mstep: Class 34 contains 12369 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 4242 members 
Mstep: Class 39 contains 7233 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 1030 members 
Mstep: Class 42 contains 66837 members 
Mstep: Class 43 contains 9735 members 
Mstep: Class 44 contains 24296 members 
Mstep: Class 45 contains 10756 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9905 members 
Mstep: Class 48 contains 2705 members 
Mstep: Class 49 contains 7392 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 566 members 
Mstep: Class 52 contains 3383 members 
Mstep: Class 53 contains 238165 members 
Mstep: Class 54 contains 8705 members 
Mstep: Class 55 contains 2584 members 
Mstep: Class 56 contains 4061 members 
Mstep: Class 57 contains 3215 members 
Mstep: Class 58 contains 6554 members 
Mstep: Class 59 contains 4430 members 
Mstep: Class 60 contains 3450 members 
Mstep: Class 61 contains 12220 members 
Mstep: Class 62 contains 3493 members 
Mstep: Class 63 contains 3261 members 
Mstep: Class 64 contains 1198 members 
Mstep: Class 65 contains 2344 members 
Mstep: Class 66 contains 4414 members 
Mstep: Class 67 contains 414 members 
Mstep: Class 68 contains 1651 members 
Mstep: Class 69 contains 2843 members 
Mstep: Class 70 contains 3831 members 
Mstep: Class 71 contains 850 members 
Mstep: Class 72 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134479312.000000 Penalty: 248604.390625
Iteration 123Q: 73 clusters Score -1.344793e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 36130 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 42531 members 
Mstep: Class 6 contains 34253 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 47709 members 
Mstep: Class 9 contains 22187 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10682 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6325 members 
Mstep: Class 14 contains 81177 members 
Mstep: Class 15 contains 12677 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136325 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 13119 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 3211 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 21471 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 22471 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27265 members 
Mstep: Class 32 contains 5266 members 
Mstep: Class 33 contains 10109 members 
Mstep: Class 34 contains 12363 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 4229 members 
Mstep: Class 39 contains 7231 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 1014 members 
Mstep: Class 42 contains 66825 members 
Mstep: Class 43 contains 9701 members 
Mstep: Class 44 contains 24100 members 
Mstep: Class 45 contains 10764 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9917 members 
Mstep: Class 48 contains 2681 members 
Mstep: Class 49 contains 7390 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 569 members 
Mstep: Class 52 contains 3375 members 
Mstep: Class 53 contains 238205 members 
Mstep: Class 54 contains 8703 members 
Mstep: Class 55 contains 2588 members 
Mstep: Class 56 contains 4071 members 
Mstep: Class 57 contains 3220 members 
Mstep: Class 58 contains 6571 members 
Mstep: Class 59 contains 4420 members 
Mstep: Class 60 contains 3449 members 
Mstep: Class 61 contains 12221 members 
Mstep: Class 62 contains 3504 members 
Mstep: Class 63 contains 3278 members 
Mstep: Class 64 contains 1232 members 
Mstep: Class 65 contains 2365 members 
Mstep: Class 66 contains 4590 members 
Mstep: Class 67 contains 417 members 
Mstep: Class 68 contains 1674 members 
Mstep: Class 69 contains 3005 members 
Mstep: Class 70 contains 3838 members 
Mstep: Class 71 contains 855 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134480000.000000 Penalty: 248604.390625
Iteration 124Q: 73 clusters Score -1.3448e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 36112 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 34255 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 47696 members 
Mstep: Class 9 contains 22276 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 10690 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 81129 members 
Mstep: Class 15 contains 12690 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136306 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 3213 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 21279 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 22423 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27210 members 
Mstep: Class 32 contains 5274 members 
Mstep: Class 33 contains 10111 members 
Mstep: Class 34 contains 12359 members 
Mstep: Class 35 contains 1240 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1766 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 7231 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 998 members 
Mstep: Class 42 contains 66814 members 
Mstep: Class 43 contains 9659 members 
Mstep: Class 44 contains 23908 members 
Mstep: Class 45 contains 10764 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9908 members 
Mstep: Class 48 contains 2673 members 
Mstep: Class 49 contains 7390 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 573 members 
Mstep: Class 52 contains 3358 members 
Mstep: Class 53 contains 238242 members 
Mstep: Class 54 contains 8700 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 4080 members 
Mstep: Class 57 contains 3222 members 
Mstep: Class 58 contains 6582 members 
Mstep: Class 59 contains 4414 members 
Mstep: Class 60 contains 3449 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3509 members 
Mstep: Class 63 contains 3296 members 
Mstep: Class 64 contains 1266 members 
Mstep: Class 65 contains 2386 members 
Mstep: Class 66 contains 4769 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 1681 members 
Mstep: Class 69 contains 3194 members 
Mstep: Class 70 contains 3848 members 
Mstep: Class 71 contains 865 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134480416.000000 Penalty: 248604.390625
Iteration 125Q: 73 clusters Score -1.344804e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 36097 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 42533 members 
Mstep: Class 6 contains 34251 members 
Mstep: Class 7 contains 41914 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 22370 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 81086 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136278 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 3215 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 21089 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 22382 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 27147 members 
Mstep: Class 32 contains 5280 members 
Mstep: Class 33 contains 10121 members 
Mstep: Class 34 contains 12355 members 
Mstep: Class 35 contains 1238 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1767 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 7229 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 983 members 
Mstep: Class 42 contains 66805 members 
Mstep: Class 43 contains 9637 members 
Mstep: Class 44 contains 23750 members 
Mstep: Class 45 contains 10767 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9909 members 
Mstep: Class 48 contains 2668 members 
Mstep: Class 49 contains 7387 members 
Mstep: Class 50 contains 2509 members 
Mstep: Class 51 contains 578 members 
Mstep: Class 52 contains 3341 members 
Mstep: Class 53 contains 238287 members 
Mstep: Class 54 contains 8697 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 4090 members 
Mstep: Class 57 contains 3222 members 
Mstep: Class 58 contains 6587 members 
Mstep: Class 59 contains 4410 members 
Mstep: Class 60 contains 3448 members 
Mstep: Class 61 contains 12216 members 
Mstep: Class 62 contains 3516 members 
Mstep: Class 63 contains 3313 members 
Mstep: Class 64 contains 1313 members 
Mstep: Class 65 contains 2398 members 
Mstep: Class 66 contains 4962 members 
Mstep: Class 67 contains 421 members 
Mstep: Class 68 contains 1685 members 
Mstep: Class 69 contains 3346 members 
Mstep: Class 70 contains 3853 members 
Mstep: Class 71 contains 871 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134481104.000000 Penalty: 248604.390625
Iteration 126Q: 73 clusters Score -1.344811e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 36083 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6899 members 
Mstep: Class 5 contains 42534 members 
Mstep: Class 6 contains 34249 members 
Mstep: Class 7 contains 41702 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 22494 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10710 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6345 members 
Mstep: Class 14 contains 81028 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136252 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 13653 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 20873 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 22317 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27106 members 
Mstep: Class 32 contains 5288 members 
Mstep: Class 33 contains 10135 members 
Mstep: Class 34 contains 12353 members 
Mstep: Class 35 contains 1238 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 7226 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 971 members 
Mstep: Class 42 contains 66798 members 
Mstep: Class 43 contains 9604 members 
Mstep: Class 44 contains 23605 members 
Mstep: Class 45 contains 10771 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9923 members 
Mstep: Class 48 contains 2663 members 
Mstep: Class 49 contains 7384 members 
Mstep: Class 50 contains 2510 members 
Mstep: Class 51 contains 586 members 
Mstep: Class 52 contains 3332 members 
Mstep: Class 53 contains 238343 members 
Mstep: Class 54 contains 8701 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 4106 members 
Mstep: Class 57 contains 3225 members 
Mstep: Class 58 contains 6594 members 
Mstep: Class 59 contains 4402 members 
Mstep: Class 60 contains 3447 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3524 members 
Mstep: Class 63 contains 3319 members 
Mstep: Class 64 contains 1345 members 
Mstep: Class 65 contains 2405 members 
Mstep: Class 66 contains 5163 members 
Mstep: Class 67 contains 421 members 
Mstep: Class 68 contains 1688 members 
Mstep: Class 69 contains 3468 members 
Mstep: Class 70 contains 3867 members 
Mstep: Class 71 contains 875 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134481824.000000 Penalty: 248604.390625
Iteration 127Q: 73 clusters Score -1.344818e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 36066 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 42529 members 
Mstep: Class 6 contains 34257 members 
Mstep: Class 7 contains 41516 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 22624 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10711 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 80973 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136222 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 370 members 
Mstep: Class 22 contains 13798 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 3217 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 20684 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 22268 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 27068 members 
Mstep: Class 32 contains 5296 members 
Mstep: Class 33 contains 10148 members 
Mstep: Class 34 contains 12352 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1766 members 
Mstep: Class 38 contains 4232 members 
Mstep: Class 39 contains 7221 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 66787 members 
Mstep: Class 43 contains 9566 members 
Mstep: Class 44 contains 23463 members 
Mstep: Class 45 contains 10776 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9935 members 
Mstep: Class 48 contains 2656 members 
Mstep: Class 49 contains 7381 members 
Mstep: Class 50 contains 2510 members 
Mstep: Class 51 contains 592 members 
Mstep: Class 52 contains 3326 members 
Mstep: Class 53 contains 238396 members 
Mstep: Class 54 contains 8694 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 4114 members 
Mstep: Class 57 contains 3227 members 
Mstep: Class 58 contains 6594 members 
Mstep: Class 59 contains 4389 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3532 members 
Mstep: Class 63 contains 3324 members 
Mstep: Class 64 contains 1376 members 
Mstep: Class 65 contains 2410 members 
Mstep: Class 66 contains 5360 members 
Mstep: Class 67 contains 421 members 
Mstep: Class 68 contains 1694 members 
Mstep: Class 69 contains 3568 members 
Mstep: Class 70 contains 3878 members 
Mstep: Class 71 contains 876 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134482256.000000 Penalty: 248604.390625
Iteration 128Q: 73 clusters Score -1.344823e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 36057 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 42517 members 
Mstep: Class 6 contains 34258 members 
Mstep: Class 7 contains 41323 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 22738 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 80902 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136215 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 13955 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 20468 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 22233 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 27029 members 
Mstep: Class 32 contains 5304 members 
Mstep: Class 33 contains 10152 members 
Mstep: Class 34 contains 12354 members 
Mstep: Class 35 contains 1225 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1770 members 
Mstep: Class 38 contains 4232 members 
Mstep: Class 39 contains 7216 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 949 members 
Mstep: Class 42 contains 66782 members 
Mstep: Class 43 contains 9541 members 
Mstep: Class 44 contains 23325 members 
Mstep: Class 45 contains 10778 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9947 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2511 members 
Mstep: Class 51 contains 600 members 
Mstep: Class 52 contains 3321 members 
Mstep: Class 53 contains 238449 members 
Mstep: Class 54 contains 8692 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 4119 members 
Mstep: Class 57 contains 3228 members 
Mstep: Class 58 contains 6607 members 
Mstep: Class 59 contains 4383 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12216 members 
Mstep: Class 62 contains 3535 members 
Mstep: Class 63 contains 3327 members 
Mstep: Class 64 contains 1397 members 
Mstep: Class 65 contains 2419 members 
Mstep: Class 66 contains 5577 members 
Mstep: Class 67 contains 422 members 
Mstep: Class 68 contains 1697 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 3876 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134482736.000000 Penalty: 248604.390625
Iteration 129Q: 73 clusters Score -1.344827e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 36043 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 42513 members 
Mstep: Class 6 contains 34267 members 
Mstep: Class 7 contains 41119 members 
Mstep: Class 8 contains 47708 members 
Mstep: Class 9 contains 22868 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10726 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 80821 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136204 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4214 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 14102 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 20243 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 22191 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26986 members 
Mstep: Class 32 contains 5312 members 
Mstep: Class 33 contains 10163 members 
Mstep: Class 34 contains 12355 members 
Mstep: Class 35 contains 1217 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1772 members 
Mstep: Class 38 contains 4230 members 
Mstep: Class 39 contains 7213 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 944 members 
Mstep: Class 42 contains 66780 members 
Mstep: Class 43 contains 9522 members 
Mstep: Class 44 contains 23220 members 
Mstep: Class 45 contains 10774 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9954 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7378 members 
Mstep: Class 50 contains 2512 members 
Mstep: Class 51 contains 607 members 
Mstep: Class 52 contains 3317 members 
Mstep: Class 53 contains 238508 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 4131 members 
Mstep: Class 57 contains 3229 members 
Mstep: Class 58 contains 6618 members 
Mstep: Class 59 contains 4376 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3540 members 
Mstep: Class 63 contains 3331 members 
Mstep: Class 64 contains 1412 members 
Mstep: Class 65 contains 2428 members 
Mstep: Class 66 contains 5801 members 
Mstep: Class 67 contains 423 members 
Mstep: Class 68 contains 1699 members 
Mstep: Class 69 contains 3703 members 
Mstep: Class 70 contains 3876 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483232.000000 Penalty: 248604.390625
Iteration 130Q: 73 clusters Score -1.344832e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 36030 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 34269 members 
Mstep: Class 7 contains 40917 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 23013 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10732 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 80751 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136197 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 339 members 
Mstep: Class 22 contains 14260 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3212 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 20021 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 22146 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26942 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 10172 members 
Mstep: Class 34 contains 12352 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4227 members 
Mstep: Class 39 contains 7212 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 938 members 
Mstep: Class 42 contains 66783 members 
Mstep: Class 43 contains 9513 members 
Mstep: Class 44 contains 23104 members 
Mstep: Class 45 contains 10772 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9974 members 
Mstep: Class 48 contains 2647 members 
Mstep: Class 49 contains 7376 members 
Mstep: Class 50 contains 2513 members 
Mstep: Class 51 contains 613 members 
Mstep: Class 52 contains 3314 members 
Mstep: Class 53 contains 238567 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 4141 members 
Mstep: Class 57 contains 3232 members 
Mstep: Class 58 contains 6623 members 
Mstep: Class 59 contains 4370 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 3548 members 
Mstep: Class 63 contains 3332 members 
Mstep: Class 64 contains 1424 members 
Mstep: Class 65 contains 2437 members 
Mstep: Class 66 contains 6023 members 
Mstep: Class 67 contains 425 members 
Mstep: Class 68 contains 1700 members 
Mstep: Class 69 contains 3767 members 
Mstep: Class 70 contains 3878 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483408.000000 Penalty: 248604.390625
Iteration 131Q: 73 clusters Score -1.344834e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 36018 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6864 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 34271 members 
Mstep: Class 7 contains 40738 members 
Mstep: Class 8 contains 47733 members 
Mstep: Class 9 contains 23143 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 10737 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 80678 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136195 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 14410 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3210 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 19803 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 22085 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26905 members 
Mstep: Class 32 contains 5321 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 12352 members 
Mstep: Class 35 contains 1209 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1771 members 
Mstep: Class 38 contains 4227 members 
Mstep: Class 39 contains 7209 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 935 members 
Mstep: Class 42 contains 66788 members 
Mstep: Class 43 contains 9498 members 
Mstep: Class 44 contains 23006 members 
Mstep: Class 45 contains 10771 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9982 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2514 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3311 members 
Mstep: Class 53 contains 238619 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4148 members 
Mstep: Class 57 contains 3233 members 
Mstep: Class 58 contains 6645 members 
Mstep: Class 59 contains 4369 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 3552 members 
Mstep: Class 63 contains 3333 members 
Mstep: Class 64 contains 1431 members 
Mstep: Class 65 contains 2448 members 
Mstep: Class 66 contains 6235 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 1702 members 
Mstep: Class 69 contains 3812 members 
Mstep: Class 70 contains 3881 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483328.000000 Penalty: 248604.390625
Iteration 132Q: 73 clusters Score -1.344833e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 36009 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6864 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 34275 members 
Mstep: Class 7 contains 40615 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 23259 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10746 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6365 members 
Mstep: Class 14 contains 80611 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136191 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 14537 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 22043 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26862 members 
Mstep: Class 32 contains 5324 members 
Mstep: Class 33 contains 10201 members 
Mstep: Class 34 contains 12350 members 
Mstep: Class 35 contains 1205 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1771 members 
Mstep: Class 38 contains 4229 members 
Mstep: Class 39 contains 7205 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 929 members 
Mstep: Class 42 contains 66776 members 
Mstep: Class 43 contains 9482 members 
Mstep: Class 44 contains 22924 members 
Mstep: Class 45 contains 10771 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9978 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2515 members 
Mstep: Class 51 contains 612 members 
Mstep: Class 52 contains 3312 members 
Mstep: Class 53 contains 238653 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4156 members 
Mstep: Class 57 contains 3237 members 
Mstep: Class 58 contains 6655 members 
Mstep: Class 59 contains 4366 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3555 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1434 members 
Mstep: Class 65 contains 2452 members 
Mstep: Class 66 contains 6445 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1703 members 
Mstep: Class 69 contains 3859 members 
Mstep: Class 70 contains 3883 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483568.000000 Penalty: 248604.390625
Iteration 133Q: 73 clusters Score -1.344836e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 36000 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 42434 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 40485 members 
Mstep: Class 8 contains 47739 members 
Mstep: Class 9 contains 23379 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 80547 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136192 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 331 members 
Mstep: Class 22 contains 14655 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3203 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 19391 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 21994 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26811 members 
Mstep: Class 32 contains 5327 members 
Mstep: Class 33 contains 10214 members 
Mstep: Class 34 contains 12344 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1770 members 
Mstep: Class 38 contains 4231 members 
Mstep: Class 39 contains 7203 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 926 members 
Mstep: Class 42 contains 66774 members 
Mstep: Class 43 contains 9470 members 
Mstep: Class 44 contains 22848 members 
Mstep: Class 45 contains 10770 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 9985 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2516 members 
Mstep: Class 51 contains 613 members 
Mstep: Class 52 contains 3312 members 
Mstep: Class 53 contains 238707 members 
Mstep: Class 54 contains 8685 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4162 members 
Mstep: Class 57 contains 3240 members 
Mstep: Class 58 contains 6670 members 
Mstep: Class 59 contains 4363 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12214 members 
Mstep: Class 62 contains 3557 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1436 members 
Mstep: Class 65 contains 2459 members 
Mstep: Class 66 contains 6667 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1706 members 
Mstep: Class 69 contains 3882 members 
Mstep: Class 70 contains 3883 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483792.000000 Penalty: 248604.390625
Iteration 134Q: 73 clusters Score -1.344838e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 35989 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 40365 members 
Mstep: Class 8 contains 47748 members 
Mstep: Class 9 contains 23501 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 80497 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136189 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 14761 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3197 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 19174 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 21936 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26769 members 
Mstep: Class 32 contains 5329 members 
Mstep: Class 33 contains 10218 members 
Mstep: Class 34 contains 12343 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 7199 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 922 members 
Mstep: Class 42 contains 66771 members 
Mstep: Class 43 contains 9468 members 
Mstep: Class 44 contains 22789 members 
Mstep: Class 45 contains 10768 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9987 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7378 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3311 members 
Mstep: Class 53 contains 238749 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4166 members 
Mstep: Class 57 contains 3237 members 
Mstep: Class 58 contains 6677 members 
Mstep: Class 59 contains 4362 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3561 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1437 members 
Mstep: Class 65 contains 2464 members 
Mstep: Class 66 contains 6887 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1710 members 
Mstep: Class 69 contains 3910 members 
Mstep: Class 70 contains 3885 members 
Mstep: Class 71 contains 879 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483968.000000 Penalty: 248604.390625
Iteration 135Q: 73 clusters Score -1.34484e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 35981 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 42389 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 40238 members 
Mstep: Class 8 contains 47746 members 
Mstep: Class 9 contains 23599 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10750 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 80457 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136183 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 14856 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3193 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 21892 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26748 members 
Mstep: Class 32 contains 5330 members 
Mstep: Class 33 contains 10226 members 
Mstep: Class 34 contains 12342 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4239 members 
Mstep: Class 39 contains 7199 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 918 members 
Mstep: Class 42 contains 66766 members 
Mstep: Class 43 contains 9468 members 
Mstep: Class 44 contains 22730 members 
Mstep: Class 45 contains 10764 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9995 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7379 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3309 members 
Mstep: Class 53 contains 238784 members 
Mstep: Class 54 contains 8683 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 4176 members 
Mstep: Class 57 contains 3239 members 
Mstep: Class 58 contains 6697 members 
Mstep: Class 59 contains 4361 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3564 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1439 members 
Mstep: Class 65 contains 2469 members 
Mstep: Class 66 contains 7069 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1711 members 
Mstep: Class 69 contains 3927 members 
Mstep: Class 70 contains 3888 members 
Mstep: Class 71 contains 881 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484368.000000 Penalty: 248604.390625
Iteration 136Q: 73 clusters Score -1.344844e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 35972 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 42362 members 
Mstep: Class 6 contains 34284 members 
Mstep: Class 7 contains 40124 members 
Mstep: Class 8 contains 47746 members 
Mstep: Class 9 contains 23689 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 80418 members 
Mstep: Class 15 contains 12786 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136188 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 14954 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 3187 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 18826 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5648 members 
Mstep: Class 29 contains 21840 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26723 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 10245 members 
Mstep: Class 34 contains 12342 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4241 members 
Mstep: Class 39 contains 7200 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 916 members 
Mstep: Class 42 contains 66766 members 
Mstep: Class 43 contains 9466 members 
Mstep: Class 44 contains 22679 members 
Mstep: Class 45 contains 10766 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10003 members 
Mstep: Class 48 contains 2648 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3307 members 
Mstep: Class 53 contains 238790 members 
Mstep: Class 54 contains 8683 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 4191 members 
Mstep: Class 57 contains 3243 members 
Mstep: Class 58 contains 6712 members 
Mstep: Class 59 contains 4360 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3565 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1441 members 
Mstep: Class 65 contains 2474 members 
Mstep: Class 66 contains 7240 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1713 members 
Mstep: Class 69 contains 3935 members 
Mstep: Class 70 contains 3890 members 
Mstep: Class 71 contains 881 members 
Mstep: Class 72 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484560.000000 Penalty: 248604.390625
Iteration 137Q: 73 clusters Score -1.344846e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 35964 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 39985 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 23766 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 80394 members 
Mstep: Class 15 contains 12784 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136188 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 15044 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 3185 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 18669 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 21795 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26705 members 
Mstep: Class 32 contains 5335 members 
Mstep: Class 33 contains 10258 members 
Mstep: Class 34 contains 12348 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4241 members 
Mstep: Class 39 contains 7199 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 914 members 
Mstep: Class 42 contains 66766 members 
Mstep: Class 43 contains 9460 members 
Mstep: Class 44 contains 22643 members 
Mstep: Class 45 contains 10775 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10008 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3304 members 
Mstep: Class 53 contains 238814 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 4207 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6715 members 
Mstep: Class 59 contains 4358 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3566 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1442 members 
Mstep: Class 65 contains 2476 members 
Mstep: Class 66 contains 7407 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1715 members 
Mstep: Class 69 contains 3948 members 
Mstep: Class 70 contains 3892 members 
Mstep: Class 71 contains 881 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484896.000000 Penalty: 248604.390625
Iteration 138Q: 73 clusters Score -1.344849e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 35954 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 6 contains 34284 members 
Mstep: Class 7 contains 39874 members 
Mstep: Class 8 contains 47719 members 
Mstep: Class 9 contains 23839 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10761 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6386 members 
Mstep: Class 14 contains 80375 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136185 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 15131 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 18552 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 21762 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26684 members 
Mstep: Class 32 contains 5335 members 
Mstep: Class 33 contains 10266 members 
Mstep: Class 34 contains 12349 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 7199 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 66773 members 
Mstep: Class 43 contains 9452 members 
Mstep: Class 44 contains 22621 members 
Mstep: Class 45 contains 10780 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10011 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3303 members 
Mstep: Class 53 contains 238822 members 
Mstep: Class 54 contains 8687 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4221 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6715 members 
Mstep: Class 59 contains 4359 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3566 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1442 members 
Mstep: Class 65 contains 2478 members 
Mstep: Class 66 contains 7540 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1716 members 
Mstep: Class 69 contains 3955 members 
Mstep: Class 70 contains 3894 members 
Mstep: Class 71 contains 881 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484784.000000 Penalty: 248604.390625
Iteration 139Q: 73 clusters Score -1.344848e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 35943 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42313 members 
Mstep: Class 6 contains 34286 members 
Mstep: Class 7 contains 39783 members 
Mstep: Class 8 contains 47706 members 
Mstep: Class 9 contains 23917 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10769 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 80361 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136182 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 15212 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 18452 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 21724 members 
Mstep: Class 30 contains 218 members 
Mstep: Class 31 contains 26655 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 10272 members 
Mstep: Class 34 contains 12346 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4244 members 
Mstep: Class 39 contains 7199 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 66772 members 
Mstep: Class 43 contains 9441 members 
Mstep: Class 44 contains 22587 members 
Mstep: Class 45 contains 10782 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10016 members 
Mstep: Class 48 contains 2651 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 3304 members 
Mstep: Class 53 contains 238839 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 4233 members 
Mstep: Class 57 contains 3245 members 
Mstep: Class 58 contains 6717 members 
Mstep: Class 59 contains 4360 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12216 members 
Mstep: Class 62 contains 3567 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1441 members 
Mstep: Class 65 contains 2480 members 
Mstep: Class 66 contains 7657 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 3962 members 
Mstep: Class 70 contains 3897 members 
Mstep: Class 71 contains 880 members 
Mstep: Class 72 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485648.000000 Penalty: 248604.390625
Iteration 140F: 73 clusters Score -1.344856e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 35938 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 42290 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 39690 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 23990 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 80333 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136179 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 15306 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 3175 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 18259 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 21672 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 26611 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 10281 members 
Mstep: Class 34 contains 12343 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1763 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 7200 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 907 members 
Mstep: Class 42 contains 66774 members 
Mstep: Class 43 contains 9431 members 
Mstep: Class 44 contains 22518 members 
Mstep: Class 45 contains 10785 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 610 members 
Mstep: Class 52 contains 3304 members 
Mstep: Class 53 contains 238866 members 
Mstep: Class 54 contains 8690 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4255 members 
Mstep: Class 57 contains 3245 members 
Mstep: Class 58 contains 6717 members 
Mstep: Class 59 contains 4358 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3570 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1549 members 
Mstep: Class 65 contains 2483 members 
Mstep: Class 66 contains 7858 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4074 members 
Mstep: Class 70 contains 3901 members 
Mstep: Class 71 contains 877 members 
Mstep: Class 72 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486048.000000 Penalty: 248604.390625
Iteration 141Q: 73 clusters Score -1.34486e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 35936 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42264 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 39585 members 
Mstep: Class 8 contains 47682 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10772 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 80305 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 136171 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4214 members 
Mstep: Class 21 contains 336 members 
Mstep: Class 22 contains 15400 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 18096 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 21611 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26572 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 10291 members 
Mstep: Class 34 contains 12336 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 7194 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 66778 members 
Mstep: Class 43 contains 9376 members 
Mstep: Class 44 contains 22458 members 
Mstep: Class 45 contains 10785 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9986 members 
Mstep: Class 48 contains 2650 members 
Mstep: Class 49 contains 7381 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 606 members 
Mstep: Class 52 contains 3303 members 
Mstep: Class 53 contains 238886 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4273 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 6708 members 
Mstep: Class 59 contains 4357 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 12214 members 
Mstep: Class 62 contains 3577 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1603 members 
Mstep: Class 65 contains 2486 members 
Mstep: Class 66 contains 8037 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4176 members 
Mstep: Class 70 contains 3907 members 
Mstep: Class 71 contains 873 members 
Mstep: Class 72 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486352.000000 Penalty: 248604.390625
Iteration 142Q: 73 clusters Score -1.344864e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 35931 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 42249 members 
Mstep: Class 6 contains 34275 members 
Mstep: Class 7 contains 39506 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 24154 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10779 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 80295 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136175 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4214 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15466 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 3168 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 17938 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 21540 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26530 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 10290 members 
Mstep: Class 34 contains 12330 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1749 members 
Mstep: Class 38 contains 4243 members 
Mstep: Class 39 contains 7191 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 901 members 
Mstep: Class 42 contains 66777 members 
Mstep: Class 43 contains 9316 members 
Mstep: Class 44 contains 22386 members 
Mstep: Class 45 contains 10785 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9987 members 
Mstep: Class 48 contains 2657 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3301 members 
Mstep: Class 53 contains 238889 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4289 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 6717 members 
Mstep: Class 59 contains 4360 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1617 members 
Mstep: Class 65 contains 2491 members 
Mstep: Class 66 contains 8217 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4264 members 
Mstep: Class 70 contains 3913 members 
Mstep: Class 71 contains 869 members 
Mstep: Class 72 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486528.000000 Penalty: 248604.390625
Iteration 143Q: 73 clusters Score -1.344865e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 35926 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 42223 members 
Mstep: Class 6 contains 34274 members 
Mstep: Class 7 contains 39405 members 
Mstep: Class 8 contains 47697 members 
Mstep: Class 9 contains 24243 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 80283 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136176 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4213 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15528 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 3165 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 17769 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 21486 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26492 members 
Mstep: Class 32 contains 5336 members 
Mstep: Class 33 contains 10295 members 
Mstep: Class 34 contains 12315 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1738 members 
Mstep: Class 38 contains 4245 members 
Mstep: Class 39 contains 7187 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 892 members 
Mstep: Class 42 contains 66779 members 
Mstep: Class 43 contains 9281 members 
Mstep: Class 44 contains 22298 members 
Mstep: Class 45 contains 10782 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9986 members 
Mstep: Class 48 contains 2663 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3301 members 
Mstep: Class 53 contains 238897 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4314 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 6716 members 
Mstep: Class 59 contains 4360 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3605 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1624 members 
Mstep: Class 65 contains 2492 members 
Mstep: Class 66 contains 8401 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4348 members 
Mstep: Class 70 contains 3921 members 
Mstep: Class 71 contains 868 members 
Mstep: Class 72 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486832.000000 Penalty: 248604.390625
Iteration 144Q: 73 clusters Score -1.344868e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 35917 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 42201 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 39296 members 
Mstep: Class 8 contains 47677 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 80257 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136166 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4210 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15594 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 17621 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 21430 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26453 members 
Mstep: Class 32 contains 5338 members 
Mstep: Class 33 contains 10301 members 
Mstep: Class 34 contains 12308 members 
Mstep: Class 35 contains 1204 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 4247 members 
Mstep: Class 39 contains 7185 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 887 members 
Mstep: Class 42 contains 66780 members 
Mstep: Class 43 contains 9264 members 
Mstep: Class 44 contains 22217 members 
Mstep: Class 45 contains 10785 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9992 members 
Mstep: Class 48 contains 2670 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3301 members 
Mstep: Class 53 contains 238914 members 
Mstep: Class 54 contains 8682 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4344 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 6715 members 
Mstep: Class 59 contains 4358 members 
Mstep: Class 60 contains 3442 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 3613 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1624 members 
Mstep: Class 65 contains 2495 members 
Mstep: Class 66 contains 8566 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4421 members 
Mstep: Class 70 contains 3929 members 
Mstep: Class 71 contains 866 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486784.000000 Penalty: 248604.390625
Iteration 145Q: 73 clusters Score -1.344868e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 35910 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 42191 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 39206 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10809 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 80231 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136144 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 1156 members 
Mstep: Class 20 contains 4210 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15642 members 
Mstep: Class 23 contains 4843 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 17488 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 21380 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26410 members 
Mstep: Class 32 contains 5342 members 
Mstep: Class 33 contains 10302 members 
Mstep: Class 34 contains 12304 members 
Mstep: Class 35 contains 1203 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 4247 members 
Mstep: Class 39 contains 7183 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 878 members 
Mstep: Class 42 contains 66778 members 
Mstep: Class 43 contains 9248 members 
Mstep: Class 44 contains 22148 members 
Mstep: Class 45 contains 10793 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10000 members 
Mstep: Class 48 contains 2682 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 238921 members 
Mstep: Class 54 contains 8682 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4382 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6713 members 
Mstep: Class 59 contains 4352 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3617 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1616 members 
Mstep: Class 65 contains 2500 members 
Mstep: Class 66 contains 8724 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4484 members 
Mstep: Class 70 contains 3936 members 
Mstep: Class 71 contains 862 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487232.000000 Penalty: 248604.390625
Iteration 146Q: 73 clusters Score -1.344872e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 35911 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 6827 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 39100 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 24520 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10817 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6419 members 
Mstep: Class 14 contains 80216 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136131 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15702 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 17344 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 21322 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 5347 members 
Mstep: Class 33 contains 10302 members 
Mstep: Class 34 contains 12296 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1742 members 
Mstep: Class 38 contains 4249 members 
Mstep: Class 39 contains 7183 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 867 members 
Mstep: Class 42 contains 66774 members 
Mstep: Class 43 contains 9240 members 
Mstep: Class 44 contains 22074 members 
Mstep: Class 45 contains 10794 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 9998 members 
Mstep: Class 48 contains 2695 members 
Mstep: Class 49 contains 7380 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 238932 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4419 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 6724 members 
Mstep: Class 59 contains 4351 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3621 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1605 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 8892 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4536 members 
Mstep: Class 70 contains 3950 members 
Mstep: Class 71 contains 858 members 
Mstep: Class 72 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487440.000000 Penalty: 248604.390625
Iteration 147Q: 73 clusters Score -1.344874e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 35906 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 6831 members 
Mstep: Class 5 contains 42158 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 39010 members 
Mstep: Class 8 contains 47676 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 80190 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136125 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15755 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 17198 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5679 members 
Mstep: Class 29 contains 21266 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26286 members 
Mstep: Class 32 contains 5353 members 
Mstep: Class 33 contains 10301 members 
Mstep: Class 34 contains 12288 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1743 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 7182 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 851 members 
Mstep: Class 42 contains 66778 members 
Mstep: Class 43 contains 9230 members 
Mstep: Class 44 contains 22000 members 
Mstep: Class 45 contains 10802 members 
Mstep: Class 46 contains 2243 members 
Mstep: Class 47 contains 10001 members 
Mstep: Class 48 contains 2703 members 
Mstep: Class 49 contains 7379 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 238957 members 
Mstep: Class 54 contains 8674 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4453 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 6742 members 
Mstep: Class 59 contains 4347 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12206 members 
Mstep: Class 62 contains 3627 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1598 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 9056 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4593 members 
Mstep: Class 70 contains 3961 members 
Mstep: Class 71 contains 856 members 
Mstep: Class 72 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487600.000000 Penalty: 248604.390625
Iteration 148Q: 73 clusters Score -1.344876e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 35898 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 42147 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 38910 members 
Mstep: Class 8 contains 47676 members 
Mstep: Class 9 contains 24735 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 80150 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136113 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15813 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 17046 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 5678 members 
Mstep: Class 29 contains 21221 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 5357 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 12283 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1748 members 
Mstep: Class 38 contains 4251 members 
Mstep: Class 39 contains 7182 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 843 members 
Mstep: Class 42 contains 66768 members 
Mstep: Class 43 contains 9230 members 
Mstep: Class 44 contains 21921 members 
Mstep: Class 45 contains 10820 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10009 members 
Mstep: Class 48 contains 2712 members 
Mstep: Class 49 contains 7379 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 238980 members 
Mstep: Class 54 contains 8670 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4492 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 6753 members 
Mstep: Class 59 contains 4347 members 
Mstep: Class 60 contains 3443 members 
Mstep: Class 61 contains 12204 members 
Mstep: Class 62 contains 3628 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1592 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 9214 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4634 members 
Mstep: Class 70 contains 3968 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487776.000000 Penalty: 248604.390625
Iteration 149Q: 73 clusters Score -1.344878e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 35896 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 42129 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 38832 members 
Mstep: Class 8 contains 47666 members 
Mstep: Class 9 contains 24860 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 80131 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136106 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 16879 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 5682 members 
Mstep: Class 29 contains 21169 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26188 members 
Mstep: Class 32 contains 5361 members 
Mstep: Class 33 contains 10308 members 
Mstep: Class 34 contains 12273 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1750 members 
Mstep: Class 38 contains 4251 members 
Mstep: Class 39 contains 7181 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 838 members 
Mstep: Class 42 contains 66762 members 
Mstep: Class 43 contains 9223 members 
Mstep: Class 44 contains 21850 members 
Mstep: Class 45 contains 10829 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10020 members 
Mstep: Class 48 contains 2717 members 
Mstep: Class 49 contains 7379 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 238994 members 
Mstep: Class 54 contains 8668 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4537 members 
Mstep: Class 57 contains 3250 members 
Mstep: Class 58 contains 6763 members 
Mstep: Class 59 contains 4345 members 
Mstep: Class 60 contains 3444 members 
Mstep: Class 61 contains 12204 members 
Mstep: Class 62 contains 3629 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1587 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 9395 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4658 members 
Mstep: Class 70 contains 3973 members 
Mstep: Class 71 contains 847 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487952.000000 Penalty: 248604.390625
Iteration 150Q: 73 clusters Score -1.34488e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 35889 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6838 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 34294 members 
Mstep: Class 7 contains 38768 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 24982 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10834 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 80108 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136100 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15897 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 16683 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 5683 members 
Mstep: Class 29 contains 21116 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26146 members 
Mstep: Class 32 contains 5364 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 12266 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 4250 members 
Mstep: Class 39 contains 7181 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 835 members 
Mstep: Class 42 contains 66760 members 
Mstep: Class 43 contains 9211 members 
Mstep: Class 44 contains 21779 members 
Mstep: Class 45 contains 10834 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10034 members 
Mstep: Class 48 contains 2725 members 
Mstep: Class 49 contains 7378 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 239004 members 
Mstep: Class 54 contains 8666 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4583 members 
Mstep: Class 57 contains 3250 members 
Mstep: Class 58 contains 6776 members 
Mstep: Class 59 contains 4341 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12204 members 
Mstep: Class 62 contains 3631 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1579 members 
Mstep: Class 65 contains 2517 members 
Mstep: Class 66 contains 9597 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4678 members 
Mstep: Class 70 contains 3982 members 
Mstep: Class 71 contains 839 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487840.000000 Penalty: 248604.390625
Iteration 151Q: 73 clusters Score -1.344878e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 35888 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42108 members 
Mstep: Class 6 contains 34296 members 
Mstep: Class 7 contains 38703 members 
Mstep: Class 8 contains 47656 members 
Mstep: Class 9 contains 25076 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10842 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 80075 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136094 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15935 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 16472 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5690 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26119 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 33 contains 10321 members 
Mstep: Class 34 contains 12268 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1755 members 
Mstep: Class 38 contains 4251 members 
Mstep: Class 39 contains 7181 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 834 members 
Mstep: Class 42 contains 66759 members 
Mstep: Class 43 contains 9204 members 
Mstep: Class 44 contains 21706 members 
Mstep: Class 45 contains 10834 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10049 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 7378 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3300 members 
Mstep: Class 53 contains 239028 members 
Mstep: Class 54 contains 8663 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4634 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 6792 members 
Mstep: Class 59 contains 4338 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12205 members 
Mstep: Class 62 contains 3635 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1566 members 
Mstep: Class 65 contains 2518 members 
Mstep: Class 66 contains 9788 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4693 members 
Mstep: Class 70 contains 3991 members 
Mstep: Class 71 contains 827 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488272.000000 Penalty: 248604.390625
Iteration 152Q: 73 clusters Score -1.344883e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 35882 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42095 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 38645 members 
Mstep: Class 8 contains 47664 members 
Mstep: Class 9 contains 25164 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 80038 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136079 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 15975 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 16294 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 21024 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26081 members 
Mstep: Class 32 contains 5374 members 
Mstep: Class 33 contains 10317 members 
Mstep: Class 34 contains 12267 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7181 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 66763 members 
Mstep: Class 43 contains 9198 members 
Mstep: Class 44 contains 21655 members 
Mstep: Class 45 contains 10837 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10056 members 
Mstep: Class 48 contains 2751 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3299 members 
Mstep: Class 53 contains 239041 members 
Mstep: Class 54 contains 8661 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 4680 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 6805 members 
Mstep: Class 59 contains 4335 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12205 members 
Mstep: Class 62 contains 3641 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1560 members 
Mstep: Class 65 contains 2521 members 
Mstep: Class 66 contains 9970 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4702 members 
Mstep: Class 70 contains 3996 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488256.000000 Penalty: 248604.390625
Iteration 153Q: 73 clusters Score -1.344883e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 42089 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 38580 members 
Mstep: Class 8 contains 47665 members 
Mstep: Class 9 contains 25249 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10862 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 79997 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136063 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16015 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 16144 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 20972 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 26047 members 
Mstep: Class 32 contains 5381 members 
Mstep: Class 33 contains 10317 members 
Mstep: Class 34 contains 12270 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7181 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 820 members 
Mstep: Class 42 contains 66760 members 
Mstep: Class 43 contains 9196 members 
Mstep: Class 44 contains 21605 members 
Mstep: Class 45 contains 10842 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10069 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3298 members 
Mstep: Class 53 contains 239059 members 
Mstep: Class 54 contains 8660 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 4728 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 6822 members 
Mstep: Class 59 contains 4329 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12206 members 
Mstep: Class 62 contains 3641 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1557 members 
Mstep: Class 65 contains 2524 members 
Mstep: Class 66 contains 10122 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1718 members 
Mstep: Class 69 contains 4709 members 
Mstep: Class 70 contains 4003 members 
Mstep: Class 71 contains 824 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488608.000000 Penalty: 248604.390625
Iteration 154Q: 73 clusters Score -1.344886e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 42088 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 38516 members 
Mstep: Class 8 contains 47662 members 
Mstep: Class 9 contains 25340 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10870 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 79975 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136048 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16054 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 16016 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 5731 members 
Mstep: Class 29 contains 20915 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25997 members 
Mstep: Class 32 contains 5390 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12264 members 
Mstep: Class 35 contains 1197 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1764 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7180 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 819 members 
Mstep: Class 42 contains 66767 members 
Mstep: Class 43 contains 9197 members 
Mstep: Class 44 contains 21559 members 
Mstep: Class 45 contains 10850 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10080 members 
Mstep: Class 48 contains 2765 members 
Mstep: Class 49 contains 7377 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3298 members 
Mstep: Class 53 contains 239058 members 
Mstep: Class 54 contains 8658 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 4779 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 6839 members 
Mstep: Class 59 contains 4318 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12206 members 
Mstep: Class 62 contains 3644 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1552 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 10266 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4715 members 
Mstep: Class 70 contains 4007 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488672.000000 Penalty: 248604.390625
Iteration 155Q: 73 clusters Score -1.344887e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 38468 members 
Mstep: Class 8 contains 47663 members 
Mstep: Class 9 contains 25427 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10875 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 79943 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136029 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16093 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 15903 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5751 members 
Mstep: Class 29 contains 20868 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25961 members 
Mstep: Class 32 contains 5399 members 
Mstep: Class 33 contains 10325 members 
Mstep: Class 34 contains 12260 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1763 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7180 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 814 members 
Mstep: Class 42 contains 66763 members 
Mstep: Class 43 contains 9194 members 
Mstep: Class 44 contains 21506 members 
Mstep: Class 45 contains 10857 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 10087 members 
Mstep: Class 48 contains 2768 members 
Mstep: Class 49 contains 7375 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3298 members 
Mstep: Class 53 contains 239060 members 
Mstep: Class 54 contains 8657 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 4815 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 6852 members 
Mstep: Class 59 contains 4309 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12207 members 
Mstep: Class 62 contains 3647 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1547 members 
Mstep: Class 65 contains 2533 members 
Mstep: Class 66 contains 10384 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4725 members 
Mstep: Class 70 contains 4009 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 248604.390625
Iteration 156Q: 73 clusters Score -1.344888e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 42103 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 38418 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 25514 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10879 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 79921 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 136007 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16125 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 15794 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 5766 members 
Mstep: Class 29 contains 20807 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25934 members 
Mstep: Class 32 contains 5411 members 
Mstep: Class 33 contains 10327 members 
Mstep: Class 34 contains 12254 members 
Mstep: Class 35 contains 1197 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1763 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7179 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 809 members 
Mstep: Class 42 contains 66760 members 
Mstep: Class 43 contains 9192 members 
Mstep: Class 44 contains 21466 members 
Mstep: Class 45 contains 10864 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10097 members 
Mstep: Class 48 contains 2771 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3297 members 
Mstep: Class 53 contains 239071 members 
Mstep: Class 54 contains 8657 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4844 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6869 members 
Mstep: Class 59 contains 4301 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3652 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1540 members 
Mstep: Class 65 contains 2537 members 
Mstep: Class 66 contains 10483 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4734 members 
Mstep: Class 70 contains 4012 members 
Mstep: Class 71 contains 821 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488800.000000 Penalty: 248604.390625
Iteration 157Q: 73 clusters Score -1.344888e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 42099 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 38371 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10884 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 79905 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135996 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16150 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 15706 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 20757 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25892 members 
Mstep: Class 32 contains 5419 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 12247 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1765 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7179 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9184 members 
Mstep: Class 44 contains 21432 members 
Mstep: Class 45 contains 10872 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10103 members 
Mstep: Class 48 contains 2775 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239081 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 4876 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6883 members 
Mstep: Class 59 contains 4294 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3655 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1539 members 
Mstep: Class 65 contains 2539 members 
Mstep: Class 66 contains 10564 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4737 members 
Mstep: Class 70 contains 4016 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488992.000000 Penalty: 248604.390625
Iteration 158Q: 73 clusters Score -1.34489e+08 nChanged 605
Entering ConstructFrom: 
Score: -134488992.000000 Penalty: 248604.390625
Entering ConstructFrom: 
Trying to split cluster 1 (10935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Entering Unmasked Estep 
Score: -1330687.000000 Penalty: 2306.331543
	Iteration 0F: 2 clusters Score -1330687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1322381.625000 Penalty: 4612.663086
	Iteration 0F: 3 clusters Score -1322382 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1324962.625000 Penalty: 4612.663086
	Iteration 1F: 3 clusters Score -1324963 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1325360.500000 Penalty: 4612.663086
	Iteration 2F: 3 clusters Score -1325360 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1325653.375000 Penalty: 4612.663086
	Iteration 3F: 3 clusters Score -1325653 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1325953.250000 Penalty: 4612.663086
	Iteration 4Q: 3 clusters Score -1325953 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1326278.500000 Penalty: 4612.663086
	Iteration 5Q: 3 clusters Score -1326278 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1326610.875000 Penalty: 4612.663086
	Iteration 6Q: 3 clusters Score -1326611 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1326911.375000 Penalty: 4612.663086
	Iteration 7Q: 3 clusters Score -1326911 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1327144.750000 Penalty: 4612.663086
	Iteration 8Q: 3 clusters Score -1327145 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1327331.750000 Penalty: 4612.663086
	Iteration 9Q: 3 clusters Score -1327332 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1327483.000000 Penalty: 4612.663086
	Iteration 10Q: 3 clusters Score -1327483 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1327612.500000 Penalty: 4612.663086
	Iteration 11Q: 3 clusters Score -1327612 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1327722.875000 Penalty: 4612.663086
	Iteration 12Q: 3 clusters Score -1327723 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1327804.875000 Penalty: 4612.663086
	Iteration 13Q: 3 clusters Score -1327805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1327866.250000 Penalty: 4612.663086
	Iteration 14Q: 3 clusters Score -1327866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1327929.250000 Penalty: 4612.663086
	Iteration 15Q: 3 clusters Score -1327929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1327995.625000 Penalty: 4612.663086
	Iteration 16Q: 3 clusters Score -1327996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1328063.750000 Penalty: 4612.663086
	Iteration 17Q: 3 clusters Score -1328064 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1328105.250000 Penalty: 4612.663086
	Iteration 18Q: 3 clusters Score -1328105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1328138.125000 Penalty: 4612.663086
	Iteration 19Q: 3 clusters Score -1328138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1328164.750000 Penalty: 4612.663086
	Iteration 20F: 3 clusters Score -1328165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1328190.750000 Penalty: 4612.663086
	Iteration 21Q: 3 clusters Score -1328191 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1328217.625000 Penalty: 4612.663086
	Iteration 22Q: 3 clusters Score -1328218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1328241.625000 Penalty: 4612.663086
	Iteration 23Q: 3 clusters Score -1328242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1328258.625000 Penalty: 4612.663086
	Iteration 24Q: 3 clusters Score -1328259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1328276.375000 Penalty: 4612.663086
	Iteration 25Q: 3 clusters Score -1328276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1328289.500000 Penalty: 4612.663086
	Iteration 26Q: 3 clusters Score -1328290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1328302.000000 Penalty: 4612.663086
	Iteration 27Q: 3 clusters Score -1328302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1328317.000000 Penalty: 4612.663086
	Iteration 28Q: 3 clusters Score -1328317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1328325.125000 Penalty: 4612.663086
	Iteration 29Q: 3 clusters Score -1328325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1328331.625000 Penalty: 4612.663086
	Iteration 30Q: 3 clusters Score -1328332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1328343.500000 Penalty: 4612.663086
	Iteration 31Q: 3 clusters Score -1328344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1328352.750000 Penalty: 4612.663086
	Iteration 32Q: 3 clusters Score -1328353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1328368.125000 Penalty: 4612.663086
	Iteration 33Q: 3 clusters Score -1328368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1328380.875000 Penalty: 4612.663086
	Iteration 34Q: 3 clusters Score -1328381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1328393.375000 Penalty: 4612.663086
	Iteration 35Q: 3 clusters Score -1328393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1328409.375000 Penalty: 4612.663086
	Iteration 36Q: 3 clusters Score -1328409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1328411.750000 Penalty: 4612.663086
	Iteration 37Q: 3 clusters Score -1328412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1328426.625000 Penalty: 4612.663086
	Iteration 38Q: 3 clusters Score -1328427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1328429.750000 Penalty: 4612.663086
	Iteration 39Q: 3 clusters Score -1328430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1328433.625000 Penalty: 4612.663086
	Iteration 40F: 3 clusters Score -1328434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1328440.375000 Penalty: 4612.663086
	Iteration 41Q: 3 clusters Score -1328440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1328445.375000 Penalty: 4612.663086
	Iteration 42Q: 3 clusters Score -1328445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1328447.500000 Penalty: 4612.663086
	Iteration 43Q: 3 clusters Score -1328448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1328448.625000 Penalty: 4612.663086
	Iteration 44Q: 3 clusters Score -1328449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1328453.750000 Penalty: 4612.663086
	Iteration 45Q: 3 clusters Score -1328454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1328454.375000 Penalty: 4612.663086
	Iteration 46Q: 3 clusters Score -1328454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1328464.000000 Penalty: 4612.663086
	Iteration 47Q: 3 clusters Score -1328464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1328466.375000 Penalty: 4612.663086
	Iteration 48Q: 3 clusters Score -1328466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1328471.375000 Penalty: 4612.663086
	Iteration 49Q: 3 clusters Score -1328471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1328473.875000 Penalty: 4612.663086
	Iteration 50Q: 3 clusters Score -1328474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1328477.125000 Penalty: 4612.663086
	Iteration 51Q: 3 clusters Score -1328477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1328478.875000 Penalty: 4612.663086
	Iteration 52Q: 3 clusters Score -1328479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1328486.125000 Penalty: 4612.663086
	Iteration 53Q: 3 clusters Score -1328486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1328486.750000 Penalty: 4612.663086
	Iteration 54Q: 3 clusters Score -1328487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1328489.000000 Penalty: 4612.663086
	Iteration 55Q: 3 clusters Score -1328489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1328484.625000 Penalty: 4612.663086
	Iteration 56Q: 3 clusters Score -1328485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1328491.500000 Penalty: 4612.663086
	Iteration 57Q: 3 clusters Score -1328492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1328494.750000 Penalty: 4612.663086
	Iteration 58Q: 3 clusters Score -1328495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1328498.375000 Penalty: 4612.663086
	Iteration 59Q: 3 clusters Score -1328498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1328499.500000 Penalty: 4612.663086
	Iteration 60F: 3 clusters Score -1328500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1328505.250000 Penalty: 4612.663086
	Iteration 61Q: 3 clusters Score -1328505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1328510.625000 Penalty: 4612.663086
	Iteration 62Q: 3 clusters Score -1328511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1328507.500000 Penalty: 4612.663086
	Iteration 63Q: 3 clusters Score -1328508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1328513.750000 Penalty: 4612.663086
	Iteration 64Q: 3 clusters Score -1328514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1328520.875000 Penalty: 4612.663086
	Iteration 65Q: 3 clusters Score -1328521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1328523.250000 Penalty: 4612.663086
	Iteration 66Q: 3 clusters Score -1328523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1328529.500000 Penalty: 4612.663086
	Iteration 67Q: 3 clusters Score -1328530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1328529.875000 Penalty: 4612.663086
	Iteration 68Q: 3 clusters Score -1328530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1328531.125000 Penalty: 4612.663086
	Iteration 69Q: 3 clusters Score -1328531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1328535.375000 Penalty: 4612.663086
	Iteration 70Q: 3 clusters Score -1328535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1328538.250000 Penalty: 4612.663086
	Iteration 71Q: 3 clusters Score -1328538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1328542.125000 Penalty: 4612.663086
	Iteration 72Q: 3 clusters Score -1328542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1328545.500000 Penalty: 4612.663086
	Iteration 73Q: 3 clusters Score -1328546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1328549.750000 Penalty: 4612.663086
	Iteration 74Q: 3 clusters Score -1328550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1328554.750000 Penalty: 4612.663086
	Iteration 75Q: 3 clusters Score -1328555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1328560 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1328566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1328568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1328568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1328579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1328584 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1328591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1328597 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1328605 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1328614 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1328623 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1328639 nChanged 43
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Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1328645 nChanged 44
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1328660 nChanged 41
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Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1328664 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1328673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1328689 nChanged 36
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Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1328698 nChanged 28
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Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1328706 nChanged 31
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Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1328710 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1328714 nChanged 33
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Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1328720 nChanged 28
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Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1328721 nChanged 33
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Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1328735 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1328737 nChanged 37
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Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1328743 nChanged 24
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Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1328744 nChanged 26
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Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1328747 nChanged 28
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Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1328757 nChanged 22
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Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1328760 nChanged 20
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Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1328760 nChanged 17
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1328764 nChanged 21
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Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1328770 nChanged 20
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3028 members 
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	Iteration 110Q: 3 clusters Score -1328772 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1328775 nChanged 22
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Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1328782 nChanged 23
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Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1328787 nChanged 16
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Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1328787 nChanged 17
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Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2928 members 
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	Iteration 115Q: 3 clusters Score -1328793 nChanged 17
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Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2911 members 
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	Iteration 116Q: 3 clusters Score -1328796 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2897 members 
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	Iteration 117Q: 3 clusters Score -1328796 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1328796 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1328801 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1328802 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2867 members 
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	Iteration 121Q: 3 clusters Score -1328802 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2861 members 
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	Iteration 122Q: 3 clusters Score -1328801 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2853 members 
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	Iteration 123Q: 3 clusters Score -1328802 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8087 members 
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	Iteration 124Q: 3 clusters Score -1328804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1328803 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2838 members 
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	Iteration 126Q: 3 clusters Score -1328805 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1328807 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1328812 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8135 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1328814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1328816 nChanged 14
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Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1328819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1328824 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1328827 nChanged 14
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1328832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1328830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1328835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1328838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1328837 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1328841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1328845.625000 Penalty: 4612.663086
	Iteration 140F: 3 clusters Score -1328846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1328843 nChanged 5
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1328842 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1328842 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1328843 nChanged 4
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Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1328844 nChanged 4
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1328845 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1328845 nChanged 2
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Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1328849 nChanged 1
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Mstep: Class 1 contains 8295 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1328848 nChanged 1
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Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2639 members 
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	Iteration 150Q: 3 clusters Score -1328848 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8297 members 
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	Iteration 151Q: 3 clusters Score -1328848 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2637 members 
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	Iteration 152Q: 3 clusters Score -1328846 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
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	Iteration 153Q: 3 clusters Score -1328846 nChanged 4
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Mstep: Class 1 contains 8304 members 
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	Iteration 154Q: 3 clusters Score -1328847 nChanged 3
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Mstep: Class 1 contains 8307 members 
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	Iteration 155Q: 3 clusters Score -1328848 nChanged 3
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Mstep: Class 1 contains 8310 members 
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	Iteration 156Q: 3 clusters Score -1328848 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8314 members 
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	Iteration 157Q: 3 clusters Score -1328849 nChanged 3
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Mstep: Class 1 contains 8317 members 
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	Iteration 158Q: 3 clusters Score -1328849 nChanged 3
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Mstep: Class 1 contains 8320 members 
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	Iteration 159Q: 3 clusters Score -1328851 nChanged 3
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Mstep: Class 1 contains 8323 members 
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	Iteration 160F: 3 clusters Score -1328852 nChanged 4
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Mstep: Class 1 contains 8327 members 
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	Iteration 161Q: 3 clusters Score -1328852 nChanged 3
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Mstep: Class 1 contains 8330 members 
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	Iteration 162Q: 3 clusters Score -1328854 nChanged 3
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Mstep: Class 1 contains 8331 members 
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	Iteration 163Q: 3 clusters Score -1328858 nChanged 4
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Mstep: Class 1 contains 8335 members 
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	Iteration 164Q: 3 clusters Score -1328855 nChanged 5
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Mstep: Class 1 contains 8340 members 
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	Iteration 165Q: 3 clusters Score -1328858 nChanged 8
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Mstep: Class 1 contains 8346 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1328858 nChanged 11
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Mstep: Class 1 contains 8357 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1328859 nChanged 4
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Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1328860.625000 Penalty: 4612.663086
	Iteration 168Q: 3 clusters Score -1328861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1328861.500000 Penalty: 4612.663086
	Iteration 169Q: 3 clusters Score -1328862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1328863.500000 Penalty: 4612.663086
	Iteration 170Q: 3 clusters Score -1328864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1328864.750000 Penalty: 4612.663086
	Iteration 171Q: 3 clusters Score -1328865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1328867.250000 Penalty: 4612.663086
	Iteration 172Q: 3 clusters Score -1328867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1328871.625000 Penalty: 4612.663086
	Iteration 173Q: 3 clusters Score -1328872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1328873.000000 Penalty: 4612.663086
	Iteration 174Q: 3 clusters Score -1328873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1328875.500000 Penalty: 4612.663086
	Iteration 175Q: 3 clusters Score -1328876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1328876.250000 Penalty: 4612.663086
	Iteration 176Q: 3 clusters Score -1328876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1328879.000000 Penalty: 4612.663086
	Iteration 177Q: 3 clusters Score -1328879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1328881.500000 Penalty: 4612.663086
	Iteration 178Q: 3 clusters Score -1328882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1328882.625000 Penalty: 4612.663086
	Iteration 179Q: 3 clusters Score -1328883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1328881.875000 Penalty: 4612.663086
	Iteration 180F: 3 clusters Score -1328882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1328882.500000 Penalty: 4612.663086
	Iteration 181Q: 3 clusters Score -1328882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1328883.000000 Penalty: 4612.663086
	Iteration 182Q: 3 clusters Score -1328883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1328884.125000 Penalty: 4612.663086
	Iteration 183Q: 3 clusters Score -1328884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1328883.875000 Penalty: 4612.663086
	Iteration 184Q: 3 clusters Score -1328884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1328885.500000 Penalty: 4612.663086
	Iteration 185Q: 3 clusters Score -1328886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1328886.250000 Penalty: 4612.663086
	Iteration 186Q: 3 clusters Score -1328886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1328885.250000 Penalty: 4612.663086
	Iteration 187Q: 3 clusters Score -1328885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1328885.250000 Penalty: 4612.663086
	Iteration 188F: 3 clusters Score -1328885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Entering Unmasked Estep 
Score: -4536464.500000 Penalty: 2600.807373
	Iteration 0F: 2 clusters Score -4536464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4512035.500000 Penalty: 5201.614746
	Iteration 0F: 3 clusters Score -4512036 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4520888.000000 Penalty: 5201.614746
	Iteration 1F: 3 clusters Score -4520888 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4521322.000000 Penalty: 5201.614746
	Iteration 2Q: 3 clusters Score -4521322 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4521729.500000 Penalty: 5201.614746
	Iteration 3Q: 3 clusters Score -4521730 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4522162.000000 Penalty: 5201.614746
	Iteration 4Q: 3 clusters Score -4522162 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4522744.000000 Penalty: 5201.614746
	Iteration 5Q: 3 clusters Score -4522744 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4523547.000000 Penalty: 5201.614746
	Iteration 6Q: 3 clusters Score -4523547 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4524846.000000 Penalty: 5201.614746
	Iteration 7F: 3 clusters Score -4524846 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4526658.500000 Penalty: 5201.614746
	Iteration 8F: 3 clusters Score -4526658 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4528703.500000 Penalty: 5201.614746
	Iteration 9F: 3 clusters Score -4528704 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4530519.500000 Penalty: 5201.614746
	Iteration 10F: 3 clusters Score -4530520 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4531912.500000 Penalty: 5201.614746
	Iteration 11Q: 3 clusters Score -4531912 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4532841.000000 Penalty: 5201.614746
	Iteration 12Q: 3 clusters Score -4532841 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4533386.000000 Penalty: 5201.614746
	Iteration 13Q: 3 clusters Score -4533386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4533654.500000 Penalty: 5201.614746
	Iteration 14Q: 3 clusters Score -4533654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4533820.000000 Penalty: 5201.614746
	Iteration 15Q: 3 clusters Score -4533820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4533929.000000 Penalty: 5201.614746
	Iteration 16Q: 3 clusters Score -4533929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4533996.500000 Penalty: 5201.614746
	Iteration 17Q: 3 clusters Score -4533996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4534041.000000 Penalty: 5201.614746
	Iteration 18Q: 3 clusters Score -4534041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4534093.500000 Penalty: 5201.614746
	Iteration 19Q: 3 clusters Score -4534094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4534120.500000 Penalty: 5201.614746
	Iteration 20F: 3 clusters Score -4534120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4534159.500000 Penalty: 5201.614746
	Iteration 21Q: 3 clusters Score -4534160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4534183.000000 Penalty: 5201.614746
	Iteration 22Q: 3 clusters Score -4534183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4534202.000000 Penalty: 5201.614746
	Iteration 23Q: 3 clusters Score -4534202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4534200.500000 Penalty: 5201.614746
	Iteration 24Q: 3 clusters Score -4534200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4534214.000000 Penalty: 5201.614746
	Iteration 25Q: 3 clusters Score -4534214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4534223.500000 Penalty: 5201.614746
	Iteration 26Q: 3 clusters Score -4534224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4534227.000000 Penalty: 5201.614746
	Iteration 27Q: 3 clusters Score -4534227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4534241.000000 Penalty: 5201.614746
	Iteration 28Q: 3 clusters Score -4534241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4534241.500000 Penalty: 5201.614746
	Iteration 29Q: 3 clusters Score -4534242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4534246.500000 Penalty: 5201.614746
	Iteration 30Q: 3 clusters Score -4534246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4534261.000000 Penalty: 5201.614746
	Iteration 31Q: 3 clusters Score -4534261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -4534277.000000 Penalty: 5201.614746
	Iteration 32Q: 3 clusters Score -4534277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4534290.500000 Penalty: 5201.614746
	Iteration 33Q: 3 clusters Score -4534290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4534304.000000 Penalty: 5201.614746
	Iteration 34Q: 3 clusters Score -4534304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4534314.000000 Penalty: 5201.614746
	Iteration 35Q: 3 clusters Score -4534314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4534318.000000 Penalty: 5201.614746
	Iteration 36Q: 3 clusters Score -4534318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4534314.500000 Penalty: 5201.614746
	Iteration 37Q: 3 clusters Score -4534314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4534316.500000 Penalty: 5201.614746
	Iteration 38Q: 3 clusters Score -4534316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4534322.000000 Penalty: 5201.614746
	Iteration 39Q: 3 clusters Score -4534322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4534320.000000 Penalty: 5201.614746
	Iteration 40F: 3 clusters Score -4534320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4534320.000000 Penalty: 5201.614746
	Iteration 41Q: 3 clusters Score -4534320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4534322.500000 Penalty: 5201.614746
	Iteration 42Q: 3 clusters Score -4534322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4534319.000000 Penalty: 5201.614746
	Iteration 43Q: 3 clusters Score -4534319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4534319.000000 Penalty: 5201.614746
	Iteration 44F: 3 clusters Score -4534319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -592416.812500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -592416.8 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 2432 members 
Entering Unmasked Estep 
Score: -587964.937500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -587964.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -588987.500000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -588987.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -589227.312500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -589227.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -589433.750000 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -589433.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -589607.500000 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -589607.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -589750.000000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -589750 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -589871.937500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -589871.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -589992.250000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -589992.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -590108.562500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -590108.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -590220.500000 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -590220.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -590304.500000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -590304.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -590371.812500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -590371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -590416.812500 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -590416.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -590460.062500 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -590460.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -590489.187500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -590489.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -590521.500000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -590521.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -590550.750000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -590550.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -590580.687500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -590580.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -590603.000000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -590603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -590617.062500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -590617.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -590631.375000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -590631.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -590644.750000 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -590644.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -590651.312500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -590651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -590658.937500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -590658.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -590662.562500 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -590662.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -590667.562500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -590667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -590672.687500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -590672.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -590675.937500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -590675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -590678.000000 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -590678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -590682.000000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -590682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -590686.437500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -590686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -590689.625000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -590689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -590693.437500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -590693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -590697.125000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -590697.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590701.187500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -590701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590704.562500 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -590704.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -590705.812500 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -590705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -590708.687500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -590708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -590708.875000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -590708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -590710.437500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -590710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -590710.562500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -590710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -590711.937500 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -590711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -590712.562500 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -590712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -590712.812500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -590712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -590713.062500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -590713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -590713.312500 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -590713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -590714.312500 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -590714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -590714.625000 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -590714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -590715.125000 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -590715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -590715.312500 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -590715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -590715.875000 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -590715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -590717.812500 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -590717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -590717.812500 Penalty: 4208.395996
	Iteration 52F: 3 clusters Score -590717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -1125235.625000 Penalty: 2189.757080
	Iteration 0F: 2 clusters Score -1125236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1119616.875000 Penalty: 4379.514160
	Iteration 0F: 3 clusters Score -1119617 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1121328.250000 Penalty: 4379.514160
	Iteration 1F: 3 clusters Score -1121328 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1121852.250000 Penalty: 4379.514160
	Iteration 2F: 3 clusters Score -1121852 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1122220.625000 Penalty: 4379.514160
	Iteration 3F: 3 clusters Score -1122221 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1122551.625000 Penalty: 4379.514160
	Iteration 4F: 3 clusters Score -1122552 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1122860.625000 Penalty: 4379.514160
	Iteration 5F: 3 clusters Score -1122861 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1123166.250000 Penalty: 4379.514160
	Iteration 6Q: 3 clusters Score -1123166 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1123460.875000 Penalty: 4379.514160
	Iteration 7Q: 3 clusters Score -1123461 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1123753.125000 Penalty: 4379.514160
	Iteration 8Q: 3 clusters Score -1123753 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1124081.500000 Penalty: 4379.514160
	Iteration 9Q: 3 clusters Score -1124082 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1124353.375000 Penalty: 4379.514160
	Iteration 10Q: 3 clusters Score -1124353 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1124557.625000 Penalty: 4379.514160
	Iteration 11Q: 3 clusters Score -1124558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1124730.000000 Penalty: 4379.514160
	Iteration 12Q: 3 clusters Score -1124730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1124872.625000 Penalty: 4379.514160
	Iteration 13Q: 3 clusters Score -1124873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1124989.500000 Penalty: 4379.514160
	Iteration 14Q: 3 clusters Score -1124990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1125089.000000 Penalty: 4379.514160
	Iteration 15Q: 3 clusters Score -1125089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1125192.500000 Penalty: 4379.514160
	Iteration 16Q: 3 clusters Score -1125192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1125261.750000 Penalty: 4379.514160
	Iteration 17Q: 3 clusters Score -1125262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1125347.500000 Penalty: 4379.514160
	Iteration 18Q: 3 clusters Score -1125348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1125426.250000 Penalty: 4379.514160
	Iteration 19Q: 3 clusters Score -1125426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1125519.625000 Penalty: 4379.514160
	Iteration 20F: 3 clusters Score -1125520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1125622.875000 Penalty: 4379.514160
	Iteration 21Q: 3 clusters Score -1125623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1125740.625000 Penalty: 4379.514160
	Iteration 22Q: 3 clusters Score -1125741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1125844.250000 Penalty: 4379.514160
	Iteration 23Q: 3 clusters Score -1125844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1125948.750000 Penalty: 4379.514160
	Iteration 24Q: 3 clusters Score -1125949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1126001.500000 Penalty: 4379.514160
	Iteration 25Q: 3 clusters Score -1126002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1126041.250000 Penalty: 4379.514160
	Iteration 26Q: 3 clusters Score -1126041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1126062.375000 Penalty: 4379.514160
	Iteration 27Q: 3 clusters Score -1126062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1126149.875000 Penalty: 4379.514160
	Iteration 28Q: 3 clusters Score -1126150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1126317.000000 Penalty: 4379.514160
	Iteration 29Q: 3 clusters Score -1126317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1126376.250000 Penalty: 4379.514160
	Iteration 30Q: 3 clusters Score -1126376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1126395.000000 Penalty: 4379.514160
	Iteration 31Q: 3 clusters Score -1126395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1126395.000000 Penalty: 4379.514160
	Iteration 32F: 3 clusters Score -1126395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6485 members 
Entering Unmasked Estep 
Score: -134488896.000000 Penalty: 252057.234375
Splitting cluster 4 changes total score from -134488992.000000 to -134488896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Entering Unmasked Estep 
Score: -5285707.500000 Penalty: 2640.696289
	Iteration 0F: 2 clusters Score -5285708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5257246.000000 Penalty: 5281.392578
	Iteration 0F: 3 clusters Score -5257246 nChanged 19277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5267967.500000 Penalty: 5281.392578
	Iteration 1F: 3 clusters Score -5267968 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5268491.000000 Penalty: 5281.392578
	Iteration 2Q: 3 clusters Score -5268491 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5269094.000000 Penalty: 5281.392578
	Iteration 3Q: 3 clusters Score -5269094 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5269653.500000 Penalty: 5281.392578
	Iteration 4Q: 3 clusters Score -5269654 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5270384.500000 Penalty: 5281.392578
	Iteration 5Q: 3 clusters Score -5270384 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5271446.500000 Penalty: 5281.392578
	Iteration 6Q: 3 clusters Score -5271446 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5272870.000000 Penalty: 5281.392578
	Iteration 7F: 3 clusters Score -5272870 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -5274695.500000 Penalty: 5281.392578
	Iteration 8F: 3 clusters Score -5274696 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -5276731.500000 Penalty: 5281.392578
	Iteration 9F: 3 clusters Score -5276732 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5278624.500000 Penalty: 5281.392578
	Iteration 10F: 3 clusters Score -5278624 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5280299.000000 Penalty: 5281.392578
	Iteration 11Q: 3 clusters Score -5280299 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5281503.500000 Penalty: 5281.392578
	Iteration 12Q: 3 clusters Score -5281504 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5282301.500000 Penalty: 5281.392578
	Iteration 13Q: 3 clusters Score -5282302 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5282699.500000 Penalty: 5281.392578
	Iteration 14Q: 3 clusters Score -5282700 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5282915.500000 Penalty: 5281.392578
	Iteration 15Q: 3 clusters Score -5282916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5283049.500000 Penalty: 5281.392578
	Iteration 16Q: 3 clusters Score -5283050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5283155.000000 Penalty: 5281.392578
	Iteration 17Q: 3 clusters Score -5283155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5283223.000000 Penalty: 5281.392578
	Iteration 18Q: 3 clusters Score -5283223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5283268.500000 Penalty: 5281.392578
	Iteration 19Q: 3 clusters Score -5283268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5283300.000000 Penalty: 5281.392578
	Iteration 20F: 3 clusters Score -5283300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5283328.500000 Penalty: 5281.392578
	Iteration 21Q: 3 clusters Score -5283328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5283353.000000 Penalty: 5281.392578
	Iteration 22Q: 3 clusters Score -5283353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5283363.000000 Penalty: 5281.392578
	Iteration 23Q: 3 clusters Score -5283363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5283378.500000 Penalty: 5281.392578
	Iteration 24Q: 3 clusters Score -5283378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5283384.000000 Penalty: 5281.392578
	Iteration 25Q: 3 clusters Score -5283384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5283381.500000 Penalty: 5281.392578
	Iteration 26Q: 3 clusters Score -5283382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5283386.500000 Penalty: 5281.392578
	Iteration 27Q: 3 clusters Score -5283386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5283379.000000 Penalty: 5281.392578
	Iteration 28Q: 3 clusters Score -5283379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5283383.500000 Penalty: 5281.392578
	Iteration 29Q: 3 clusters Score -5283384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5283384.500000 Penalty: 5281.392578
	Iteration 30Q: 3 clusters Score -5283384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5283384.500000 Penalty: 5281.392578
	Iteration 31Q: 3 clusters Score -5283384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5283389.500000 Penalty: 5281.392578
	Iteration 32Q: 3 clusters Score -5283390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5283393.500000 Penalty: 5281.392578
	Iteration 33Q: 3 clusters Score -5283394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5283397.000000 Penalty: 5281.392578
	Iteration 34Q: 3 clusters Score -5283397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5283400.500000 Penalty: 5281.392578
	Iteration 35Q: 3 clusters Score -5283400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5283411.500000 Penalty: 5281.392578
	Iteration 36Q: 3 clusters Score -5283412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5283411.000000 Penalty: 5281.392578
	Iteration 37Q: 3 clusters Score -5283411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5283414.500000 Penalty: 5281.392578
	Iteration 38Q: 3 clusters Score -5283414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5283420.000000 Penalty: 5281.392578
	Iteration 39Q: 3 clusters Score -5283420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5283424.500000 Penalty: 5281.392578
	Iteration 40F: 3 clusters Score -5283424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5283427.000000 Penalty: 5281.392578
	Iteration 41Q: 3 clusters Score -5283427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5283429.500000 Penalty: 5281.392578
	Iteration 42Q: 3 clusters Score -5283430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5283439.000000 Penalty: 5281.392578
	Iteration 43Q: 3 clusters Score -5283439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5283440.000000 Penalty: 5281.392578
	Iteration 44Q: 3 clusters Score -5283440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5283437.500000 Penalty: 5281.392578
	Iteration 45Q: 3 clusters Score -5283438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5283437.500000 Penalty: 5281.392578
	Iteration 46Q: 3 clusters Score -5283438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5283439.000000 Penalty: 5281.392578
	Iteration 47Q: 3 clusters Score -5283439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5283439.000000 Penalty: 5281.392578
	Iteration 48F: 3 clusters Score -5283439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Entering Unmasked Estep 
Score: -4303587.000000 Penalty: 2589.889893
	Iteration 0F: 2 clusters Score -4303587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4280300.500000 Penalty: 5179.779785
	Iteration 0F: 3 clusters Score -4280300 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4288937.500000 Penalty: 5179.779785
	Iteration 1F: 3 clusters Score -4288938 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4289642.000000 Penalty: 5179.779785
	Iteration 2F: 3 clusters Score -4289642 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4290499.000000 Penalty: 5179.779785
	Iteration 3F: 3 clusters Score -4290499 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4291640.000000 Penalty: 5179.779785
	Iteration 4F: 3 clusters Score -4291640 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4293216.000000 Penalty: 5179.779785
	Iteration 5F: 3 clusters Score -4293216 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4295115.000000 Penalty: 5179.779785
	Iteration 6F: 3 clusters Score -4295115 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -4297201.000000 Penalty: 5179.779785
	Iteration 7F: 3 clusters Score -4297201 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4299165.000000 Penalty: 5179.779785
	Iteration 8F: 3 clusters Score -4299165 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4300809.000000 Penalty: 5179.779785
	Iteration 9Q: 3 clusters Score -4300809 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4301912.500000 Penalty: 5179.779785
	Iteration 10Q: 3 clusters Score -4301912 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4302521.500000 Penalty: 5179.779785
	Iteration 11Q: 3 clusters Score -4302522 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4302791.500000 Penalty: 5179.779785
	Iteration 12Q: 3 clusters Score -4302792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4302938.500000 Penalty: 5179.779785
	Iteration 13Q: 3 clusters Score -4302938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4303005.500000 Penalty: 5179.779785
	Iteration 14Q: 3 clusters Score -4303006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4303044.000000 Penalty: 5179.779785
	Iteration 15Q: 3 clusters Score -4303044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4303078.000000 Penalty: 5179.779785
	Iteration 16Q: 3 clusters Score -4303078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4303096.000000 Penalty: 5179.779785
	Iteration 17Q: 3 clusters Score -4303096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4303107.500000 Penalty: 5179.779785
	Iteration 18Q: 3 clusters Score -4303108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4303109.000000 Penalty: 5179.779785
	Iteration 19Q: 3 clusters Score -4303109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -4303114.500000 Penalty: 5179.779785
	Iteration 20F: 3 clusters Score -4303114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4303112.500000 Penalty: 5179.779785
	Iteration 21Q: 3 clusters Score -4303112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4303121.000000 Penalty: 5179.779785
	Iteration 22Q: 3 clusters Score -4303121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4303121.000000 Penalty: 5179.779785
	Iteration 23Q: 3 clusters Score -4303121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4303125.500000 Penalty: 5179.779785
	Iteration 24Q: 3 clusters Score -4303126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4303128.000000 Penalty: 5179.779785
	Iteration 25Q: 3 clusters Score -4303128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4303134.000000 Penalty: 5179.779785
	Iteration 26Q: 3 clusters Score -4303134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4303132.500000 Penalty: 5179.779785
	Iteration 27Q: 3 clusters Score -4303132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4303135.000000 Penalty: 5179.779785
	Iteration 28Q: 3 clusters Score -4303135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4303140.500000 Penalty: 5179.779785
	Iteration 29Q: 3 clusters Score -4303140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4303145.500000 Penalty: 5179.779785
	Iteration 30Q: 3 clusters Score -4303146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4303148.500000 Penalty: 5179.779785
	Iteration 31Q: 3 clusters Score -4303148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4303148.000000 Penalty: 5179.779785
	Iteration 32Q: 3 clusters Score -4303148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4303148.000000 Penalty: 5179.779785
	Iteration 33F: 3 clusters Score -4303148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Entering Unmasked Estep 
Score: -4780922.000000 Penalty: 2617.304932
	Iteration 0F: 2 clusters Score -4780922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4754901.500000 Penalty: 5234.609863
	Iteration 0F: 3 clusters Score -4754902 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4764400.000000 Penalty: 5234.609863
	Iteration 1F: 3 clusters Score -4764400 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4764910.000000 Penalty: 5234.609863
	Iteration 2Q: 3 clusters Score -4764910 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4765430.500000 Penalty: 5234.609863
	Iteration 3Q: 3 clusters Score -4765430 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4765995.500000 Penalty: 5234.609863
	Iteration 4Q: 3 clusters Score -4765996 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -4766812.000000 Penalty: 5234.609863
	Iteration 5Q: 3 clusters Score -4766812 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4767921.000000 Penalty: 5234.609863
	Iteration 6F: 3 clusters Score -4767921 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4769481.500000 Penalty: 5234.609863
	Iteration 7F: 3 clusters Score -4769482 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4771520.500000 Penalty: 5234.609863
	Iteration 8F: 3 clusters Score -4771520 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4773697.500000 Penalty: 5234.609863
	Iteration 9F: 3 clusters Score -4773698 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4775491.000000 Penalty: 5234.609863
	Iteration 10F: 3 clusters Score -4775491 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4776803.000000 Penalty: 5234.609863
	Iteration 11Q: 3 clusters Score -4776803 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4777632.000000 Penalty: 5234.609863
	Iteration 12Q: 3 clusters Score -4777632 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4778079.000000 Penalty: 5234.609863
	Iteration 13Q: 3 clusters Score -4778079 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4778333.000000 Penalty: 5234.609863
	Iteration 14Q: 3 clusters Score -4778333 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4778504.500000 Penalty: 5234.609863
	Iteration 15Q: 3 clusters Score -4778504 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4778626.000000 Penalty: 5234.609863
	Iteration 16Q: 3 clusters Score -4778626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4778740.500000 Penalty: 5234.609863
	Iteration 17Q: 3 clusters Score -4778740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4778807.500000 Penalty: 5234.609863
	Iteration 18Q: 3 clusters Score -4778808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4778876.000000 Penalty: 5234.609863
	Iteration 19Q: 3 clusters Score -4778876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4778913.500000 Penalty: 5234.609863
	Iteration 20F: 3 clusters Score -4778914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4778945.500000 Penalty: 5234.609863
	Iteration 21Q: 3 clusters Score -4778946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4778966.500000 Penalty: 5234.609863
	Iteration 22Q: 3 clusters Score -4778966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4778990.500000 Penalty: 5234.609863
	Iteration 23Q: 3 clusters Score -4778990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4778998.000000 Penalty: 5234.609863
	Iteration 24Q: 3 clusters Score -4778998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4779006.500000 Penalty: 5234.609863
	Iteration 25Q: 3 clusters Score -4779006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4779010.000000 Penalty: 5234.609863
	Iteration 26Q: 3 clusters Score -4779010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4779014.500000 Penalty: 5234.609863
	Iteration 27Q: 3 clusters Score -4779014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4779012.500000 Penalty: 5234.609863
	Iteration 28Q: 3 clusters Score -4779012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4779014.000000 Penalty: 5234.609863
	Iteration 29Q: 3 clusters Score -4779014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4779020.500000 Penalty: 5234.609863
	Iteration 30Q: 3 clusters Score -4779020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4779016.000000 Penalty: 5234.609863
	Iteration 31Q: 3 clusters Score -4779016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4779020.000000 Penalty: 5234.609863
	Iteration 32Q: 3 clusters Score -4779020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4779017.000000 Penalty: 5234.609863
	Iteration 33Q: 3 clusters Score -4779017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4779019.000000 Penalty: 5234.609863
	Iteration 34Q: 3 clusters Score -4779019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4779016.500000 Penalty: 5234.609863
	Iteration 35Q: 3 clusters Score -4779016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4779018.000000 Penalty: 5234.609863
	Iteration 36Q: 3 clusters Score -4779018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4779022.000000 Penalty: 5234.609863
	Iteration 37Q: 3 clusters Score -4779022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4779021.500000 Penalty: 5234.609863
	Iteration 38Q: 3 clusters Score -4779022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4779027.500000 Penalty: 5234.609863
	Iteration 39Q: 3 clusters Score -4779028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4779024.500000 Penalty: 5234.609863
	Iteration 40F: 3 clusters Score -4779024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4779025.500000 Penalty: 5234.609863
	Iteration 41Q: 3 clusters Score -4779026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4779031.000000 Penalty: 5234.609863
	Iteration 42Q: 3 clusters Score -4779031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4779030.500000 Penalty: 5234.609863
	Iteration 43Q: 3 clusters Score -4779030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4779030.500000 Penalty: 5234.609863
	Iteration 44F: 3 clusters Score -4779030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Entering Unmasked Estep 
Score: -5527585.500000 Penalty: 2671.517090
	Iteration 0F: 2 clusters Score -5527586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5495330.000000 Penalty: 5343.034180
	Iteration 0F: 3 clusters Score -5495330 nChanged 21968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5507582.500000 Penalty: 5343.034180
	Iteration 1F: 3 clusters Score -5507582 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5508291.000000 Penalty: 5343.034180
	Iteration 2Q: 3 clusters Score -5508291 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -5509151.500000 Penalty: 5343.034180
	Iteration 3Q: 3 clusters Score -5509152 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5510144.000000 Penalty: 5343.034180
	Iteration 4Q: 3 clusters Score -5510144 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5511308.500000 Penalty: 5343.034180
	Iteration 5F: 3 clusters Score -5511308 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5512700.000000 Penalty: 5343.034180
	Iteration 6F: 3 clusters Score -5512700 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5514340.500000 Penalty: 5343.034180
	Iteration 7F: 3 clusters Score -5514340 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5516048.500000 Penalty: 5343.034180
	Iteration 8F: 3 clusters Score -5516048 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5517619.000000 Penalty: 5343.034180
	Iteration 9F: 3 clusters Score -5517619 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5518970.500000 Penalty: 5343.034180
	Iteration 10Q: 3 clusters Score -5518970 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5519930.000000 Penalty: 5343.034180
	Iteration 11Q: 3 clusters Score -5519930 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -5520743.000000 Penalty: 5343.034180
	Iteration 12Q: 3 clusters Score -5520743 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5521431.000000 Penalty: 5343.034180
	Iteration 13Q: 3 clusters Score -5521431 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5521991.500000 Penalty: 5343.034180
	Iteration 14Q: 3 clusters Score -5521992 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5522497.500000 Penalty: 5343.034180
	Iteration 15Q: 3 clusters Score -5522498 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5522988.000000 Penalty: 5343.034180
	Iteration 16Q: 3 clusters Score -5522988 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5523480.000000 Penalty: 5343.034180
	Iteration 17Q: 3 clusters Score -5523480 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5523917.500000 Penalty: 5343.034180
	Iteration 18Q: 3 clusters Score -5523918 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5524332.500000 Penalty: 5343.034180
	Iteration 19Q: 3 clusters Score -5524332 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5524610.500000 Penalty: 5343.034180
	Iteration 20F: 3 clusters Score -5524610 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5524803.000000 Penalty: 5343.034180
	Iteration 21Q: 3 clusters Score -5524803 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5524998.500000 Penalty: 5343.034180
	Iteration 22Q: 3 clusters Score -5524998 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5525135.500000 Penalty: 5343.034180
	Iteration 23Q: 3 clusters Score -5525136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5525240.500000 Penalty: 5343.034180
	Iteration 24Q: 3 clusters Score -5525240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5525308.000000 Penalty: 5343.034180
	Iteration 25Q: 3 clusters Score -5525308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5525356.500000 Penalty: 5343.034180
	Iteration 26Q: 3 clusters Score -5525356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5525396.500000 Penalty: 5343.034180
	Iteration 27Q: 3 clusters Score -5525396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5525424.000000 Penalty: 5343.034180
	Iteration 28Q: 3 clusters Score -5525424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5525429.500000 Penalty: 5343.034180
	Iteration 29Q: 3 clusters Score -5525430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5525444.500000 Penalty: 5343.034180
	Iteration 30Q: 3 clusters Score -5525444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5525455.500000 Penalty: 5343.034180
	Iteration 31Q: 3 clusters Score -5525456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5525471.500000 Penalty: 5343.034180
	Iteration 32Q: 3 clusters Score -5525472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5525478.500000 Penalty: 5343.034180
	Iteration 33Q: 3 clusters Score -5525478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5525484.500000 Penalty: 5343.034180
	Iteration 34Q: 3 clusters Score -5525484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5525483.500000 Penalty: 5343.034180
	Iteration 35Q: 3 clusters Score -5525484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5525488.000000 Penalty: 5343.034180
	Iteration 36Q: 3 clusters Score -5525488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5525495.000000 Penalty: 5343.034180
	Iteration 37Q: 3 clusters Score -5525495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5525492.500000 Penalty: 5343.034180
	Iteration 38Q: 3 clusters Score -5525492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5525498.000000 Penalty: 5343.034180
	Iteration 39Q: 3 clusters Score -5525498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5525502.000000 Penalty: 5343.034180
	Iteration 40F: 3 clusters Score -5525502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5525498.000000 Penalty: 5343.034180
	Iteration 41Q: 3 clusters Score -5525498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5525505.000000 Penalty: 5343.034180
	Iteration 42Q: 3 clusters Score -5525505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5525508.000000 Penalty: 5343.034180
	Iteration 43Q: 3 clusters Score -5525508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5525509.500000 Penalty: 5343.034180
	Iteration 44Q: 3 clusters Score -5525510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5525521.000000 Penalty: 5343.034180
	Iteration 45Q: 3 clusters Score -5525521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5525527.000000 Penalty: 5343.034180
	Iteration 46Q: 3 clusters Score -5525527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5525519.000000 Penalty: 5343.034180
	Iteration 47Q: 3 clusters Score -5525519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5525516.000000 Penalty: 5343.034180
	Iteration 48Q: 3 clusters Score -5525516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5525524.000000 Penalty: 5343.034180
	Iteration 49Q: 3 clusters Score -5525524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5525520.000000 Penalty: 5343.034180
	Iteration 50Q: 3 clusters Score -5525520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5525526.000000 Penalty: 5343.034180
	Iteration 51Q: 3 clusters Score -5525526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5525526.000000 Penalty: 5343.034180
	Iteration 52Q: 3 clusters Score -5525526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5525526.000000 Penalty: 5343.034180
	Iteration 53F: 3 clusters Score -5525526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Entering Unmasked Estep 
Score: -3185456.500000 Penalty: 2517.953613
	Iteration 0F: 2 clusters Score -3185456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3167629.250000 Penalty: 5035.907227
	Iteration 0F: 3 clusters Score -3167629 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3173843.750000 Penalty: 5035.907227
	Iteration 1F: 3 clusters Score -3173844 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3174382.750000 Penalty: 5035.907227
	Iteration 2F: 3 clusters Score -3174383 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3174920.500000 Penalty: 5035.907227
	Iteration 3Q: 3 clusters Score -3174920 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3175566.500000 Penalty: 5035.907227
	Iteration 4F: 3 clusters Score -3175566 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3176252.750000 Penalty: 5035.907227
	Iteration 5F: 3 clusters Score -3176253 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3176974.000000 Penalty: 5035.907227
	Iteration 6Q: 3 clusters Score -3176974 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3177749.500000 Penalty: 5035.907227
	Iteration 7Q: 3 clusters Score -3177750 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3178484.250000 Penalty: 5035.907227
	Iteration 8Q: 3 clusters Score -3178484 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3179164.500000 Penalty: 5035.907227
	Iteration 9Q: 3 clusters Score -3179164 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3179833.250000 Penalty: 5035.907227
	Iteration 10Q: 3 clusters Score -3179833 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3180508.750000 Penalty: 5035.907227
	Iteration 11Q: 3 clusters Score -3180509 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3181151.000000 Penalty: 5035.907227
	Iteration 12Q: 3 clusters Score -3181151 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3181717.750000 Penalty: 5035.907227
	Iteration 13Q: 3 clusters Score -3181718 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3182135.000000 Penalty: 5035.907227
	Iteration 14Q: 3 clusters Score -3182135 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3182431.750000 Penalty: 5035.907227
	Iteration 15Q: 3 clusters Score -3182432 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3182674.750000 Penalty: 5035.907227
	Iteration 16Q: 3 clusters Score -3182675 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3182875.000000 Penalty: 5035.907227
	Iteration 17Q: 3 clusters Score -3182875 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3183007.000000 Penalty: 5035.907227
	Iteration 18Q: 3 clusters Score -3183007 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3183109.500000 Penalty: 5035.907227
	Iteration 19Q: 3 clusters Score -3183110 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3183180.250000 Penalty: 5035.907227
	Iteration 20F: 3 clusters Score -3183180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3183246.500000 Penalty: 5035.907227
	Iteration 21Q: 3 clusters Score -3183246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3183283.500000 Penalty: 5035.907227
	Iteration 22Q: 3 clusters Score -3183284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3183332.000000 Penalty: 5035.907227
	Iteration 23Q: 3 clusters Score -3183332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3183368.000000 Penalty: 5035.907227
	Iteration 24Q: 3 clusters Score -3183368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3183394.250000 Penalty: 5035.907227
	Iteration 25Q: 3 clusters Score -3183394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3183411.750000 Penalty: 5035.907227
	Iteration 26Q: 3 clusters Score -3183412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3183429.500000 Penalty: 5035.907227
	Iteration 27Q: 3 clusters Score -3183430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3183436.750000 Penalty: 5035.907227
	Iteration 28Q: 3 clusters Score -3183437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3183445.250000 Penalty: 5035.907227
	Iteration 29Q: 3 clusters Score -3183445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3183451.500000 Penalty: 5035.907227
	Iteration 30Q: 3 clusters Score -3183452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3183461.750000 Penalty: 5035.907227
	Iteration 31Q: 3 clusters Score -3183462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3183467.000000 Penalty: 5035.907227
	Iteration 32Q: 3 clusters Score -3183467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3183469.000000 Penalty: 5035.907227
	Iteration 33Q: 3 clusters Score -3183469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3183470.000000 Penalty: 5035.907227
	Iteration 34Q: 3 clusters Score -3183470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3183471.500000 Penalty: 5035.907227
	Iteration 35Q: 3 clusters Score -3183472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3183473.250000 Penalty: 5035.907227
	Iteration 36Q: 3 clusters Score -3183473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3183479.750000 Penalty: 5035.907227
	Iteration 37Q: 3 clusters Score -3183480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3183475.750000 Penalty: 5035.907227
	Iteration 38Q: 3 clusters Score -3183476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3183476.000000 Penalty: 5035.907227
	Iteration 39Q: 3 clusters Score -3183476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3183474.250000 Penalty: 5035.907227
	Iteration 40F: 3 clusters Score -3183474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3183472.250000 Penalty: 5035.907227
	Iteration 41Q: 3 clusters Score -3183472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3183475.000000 Penalty: 5035.907227
	Iteration 42Q: 3 clusters Score -3183475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3183475.750000 Penalty: 5035.907227
	Iteration 43Q: 3 clusters Score -3183476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3183478.500000 Penalty: 5035.907227
	Iteration 44Q: 3 clusters Score -3183478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3183479.250000 Penalty: 5035.907227
	Iteration 45Q: 3 clusters Score -3183479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3183484.000000 Penalty: 5035.907227
	Iteration 46Q: 3 clusters Score -3183484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3183483.250000 Penalty: 5035.907227
	Iteration 47Q: 3 clusters Score -3183483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3183485.000000 Penalty: 5035.907227
	Iteration 48Q: 3 clusters Score -3183485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3183486.500000 Penalty: 5035.907227
	Iteration 49Q: 3 clusters Score -3183486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3183487.750000 Penalty: 5035.907227
	Iteration 50Q: 3 clusters Score -3183488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3183489.750000 Penalty: 5035.907227
	Iteration 51Q: 3 clusters Score -3183490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3183491.500000 Penalty: 5035.907227
	Iteration 52Q: 3 clusters Score -3183492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3183493.250000 Penalty: 5035.907227
	Iteration 53Q: 3 clusters Score -3183493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3183489.750000 Penalty: 5035.907227
	Iteration 54Q: 3 clusters Score -3183490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3183488.250000 Penalty: 5035.907227
	Iteration 55Q: 3 clusters Score -3183488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3183489.500000 Penalty: 5035.907227
	Iteration 56Q: 3 clusters Score -3183490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3183489.500000 Penalty: 5035.907227
	Iteration 57F: 3 clusters Score -3183490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46838.433594 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -46838.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45668.343750 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -45668.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46122.964844 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -46122.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46233.878906 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -46233.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46299.761719 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -46299.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46347.828125 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -46347.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46358.695312 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -46358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46370.562500 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -46370.56 nChanged 2
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: -46400.750000 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -46400.75 nChanged 4
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: -46421.144531 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -46421.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46465.804688 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -46465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46485.339844 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -46485.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46501.089844 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -46501.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46516.777344 Penalty: 2924.988281
	Iteration 12Q: 3 clusters Score -46516.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46520.746094 Penalty: 2924.988281
	Iteration 13Q: 3 clusters Score -46520.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46526.125000 Penalty: 2924.988281
	Iteration 14Q: 3 clusters Score -46526.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46547.839844 Penalty: 2924.988281
	Iteration 15Q: 3 clusters Score -46547.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46560.234375 Penalty: 2924.988281
	Iteration 16Q: 3 clusters Score -46560.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46592.062500 Penalty: 2924.988281
	Iteration 17Q: 3 clusters Score -46592.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46619.828125 Penalty: 2924.988281
	Iteration 18Q: 3 clusters Score -46619.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46632.984375 Penalty: 2924.988281
	Iteration 19Q: 3 clusters Score -46632.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46652.824219 Penalty: 2924.988281
	Iteration 20F: 3 clusters Score -46652.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46672.671875 Penalty: 2924.988281
	Iteration 21Q: 3 clusters Score -46672.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46689.984375 Penalty: 2924.988281
	Iteration 22Q: 3 clusters Score -46689.98 nChanged 1
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: -46692.054688 Penalty: 2924.988281
	Iteration 23Q: 3 clusters Score -46692.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46693.871094 Penalty: 2924.988281
	Iteration 24Q: 3 clusters Score -46693.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46693.871094 Penalty: 2924.988281
	Iteration 25F: 3 clusters Score -46693.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Entering Unmasked Estep 
Score: -1342695.250000 Penalty: 2305.308838
	Iteration 0F: 2 clusters Score -1342695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1334468.375000 Penalty: 4610.617676
	Iteration 0F: 3 clusters Score -1334468 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1336873.625000 Penalty: 4610.617676
	Iteration 1F: 3 clusters Score -1336874 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1337235.000000 Penalty: 4610.617676
	Iteration 2F: 3 clusters Score -1337235 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1337560.375000 Penalty: 4610.617676
	Iteration 3F: 3 clusters Score -1337560 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1337900.125000 Penalty: 4610.617676
	Iteration 4F: 3 clusters Score -1337900 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1338258.250000 Penalty: 4610.617676
	Iteration 5F: 3 clusters Score -1338258 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1338634.125000 Penalty: 4610.617676
	Iteration 6Q: 3 clusters Score -1338634 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1338982.625000 Penalty: 4610.617676
	Iteration 7Q: 3 clusters Score -1338983 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1339286.750000 Penalty: 4610.617676
	Iteration 8Q: 3 clusters Score -1339287 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1339583.375000 Penalty: 4610.617676
	Iteration 9Q: 3 clusters Score -1339583 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1339851.375000 Penalty: 4610.617676
	Iteration 10Q: 3 clusters Score -1339851 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1340118.625000 Penalty: 4610.617676
	Iteration 11Q: 3 clusters Score -1340119 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1340331.250000 Penalty: 4610.617676
	Iteration 12Q: 3 clusters Score -1340331 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1340511.125000 Penalty: 4610.617676
	Iteration 13Q: 3 clusters Score -1340511 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1340628.875000 Penalty: 4610.617676
	Iteration 14Q: 3 clusters Score -1340629 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1340702.750000 Penalty: 4610.617676
	Iteration 15Q: 3 clusters Score -1340703 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1340753.750000 Penalty: 4610.617676
	Iteration 16Q: 3 clusters Score -1340754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1340776.625000 Penalty: 4610.617676
	Iteration 17Q: 3 clusters Score -1340777 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1340803.250000 Penalty: 4610.617676
	Iteration 18Q: 3 clusters Score -1340803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1340828.250000 Penalty: 4610.617676
	Iteration 19Q: 3 clusters Score -1340828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1340844.500000 Penalty: 4610.617676
	Iteration 20F: 3 clusters Score -1340844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1340853.750000 Penalty: 4610.617676
	Iteration 21Q: 3 clusters Score -1340854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1340860.375000 Penalty: 4610.617676
	Iteration 22Q: 3 clusters Score -1340860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1340861.125000 Penalty: 4610.617676
	Iteration 23Q: 3 clusters Score -1340861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1340866.000000 Penalty: 4610.617676
	Iteration 24Q: 3 clusters Score -1340866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1340868.875000 Penalty: 4610.617676
	Iteration 25Q: 3 clusters Score -1340869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1340873.375000 Penalty: 4610.617676
	Iteration 26Q: 3 clusters Score -1340873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1340877.250000 Penalty: 4610.617676
	Iteration 27Q: 3 clusters Score -1340877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1340877.750000 Penalty: 4610.617676
	Iteration 28Q: 3 clusters Score -1340878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1340876.875000 Penalty: 4610.617676
	Iteration 29Q: 3 clusters Score -1340877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1340881.875000 Penalty: 4610.617676
	Iteration 30Q: 3 clusters Score -1340882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1340885.375000 Penalty: 4610.617676
	Iteration 31Q: 3 clusters Score -1340885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1340886.750000 Penalty: 4610.617676
	Iteration 32Q: 3 clusters Score -1340887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1340889.125000 Penalty: 4610.617676
	Iteration 33Q: 3 clusters Score -1340889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1340889.250000 Penalty: 4610.617676
	Iteration 34Q: 3 clusters Score -1340889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1340890.500000 Penalty: 4610.617676
	Iteration 35Q: 3 clusters Score -1340890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1340889.500000 Penalty: 4610.617676
	Iteration 36Q: 3 clusters Score -1340890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1340889.875000 Penalty: 4610.617676
	Iteration 37Q: 3 clusters Score -1340890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1340890.125000 Penalty: 4610.617676
	Iteration 38Q: 3 clusters Score -1340890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1340888.250000 Penalty: 4610.617676
	Iteration 39Q: 3 clusters Score -1340888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1340891.875000 Penalty: 4610.617676
	Iteration 40F: 3 clusters Score -1340892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1340892.000000 Penalty: 4610.617676
	Iteration 41Q: 3 clusters Score -1340892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1340891.375000 Penalty: 4610.617676
	Iteration 42Q: 3 clusters Score -1340891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1340893.250000 Penalty: 4610.617676
	Iteration 43Q: 3 clusters Score -1340893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1340895.875000 Penalty: 4610.617676
	Iteration 44Q: 3 clusters Score -1340896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1340893.875000 Penalty: 4610.617676
	Iteration 45Q: 3 clusters Score -1340894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1340895.500000 Penalty: 4610.617676
	Iteration 46Q: 3 clusters Score -1340896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1340895.375000 Penalty: 4610.617676
	Iteration 47Q: 3 clusters Score -1340895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1340895.375000 Penalty: 4610.617676
	Iteration 48F: 3 clusters Score -1340895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -334377.187500 Penalty: 1966.958618
	Iteration 0F: 2 clusters Score -334377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -331256.031250 Penalty: 3933.917236
	Iteration 0F: 3 clusters Score -331256 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -331985.125000 Penalty: 3933.917236
	Iteration 1F: 3 clusters Score -331985.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -332332.062500 Penalty: 3933.917236
	Iteration 2F: 3 clusters Score -332332.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -332671.375000 Penalty: 3933.917236
	Iteration 3F: 3 clusters Score -332671.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -332979.468750 Penalty: 3933.917236
	Iteration 4F: 3 clusters Score -332979.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -333205.343750 Penalty: 3933.917236
	Iteration 5F: 3 clusters Score -333205.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -333346.781250 Penalty: 3933.917236
	Iteration 6F: 3 clusters Score -333346.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -333404.812500 Penalty: 3933.917236
	Iteration 7Q: 3 clusters Score -333404.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -333427.187500 Penalty: 3933.917236
	Iteration 8Q: 3 clusters Score -333427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -333437.250000 Penalty: 3933.917236
	Iteration 9Q: 3 clusters Score -333437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -333441.906250 Penalty: 3933.917236
	Iteration 10Q: 3 clusters Score -333441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -333443.968750 Penalty: 3933.917236
	Iteration 11Q: 3 clusters Score -333444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -333447.187500 Penalty: 3933.917236
	Iteration 12Q: 3 clusters Score -333447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -333449.343750 Penalty: 3933.917236
	Iteration 13Q: 3 clusters Score -333449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -333449.875000 Penalty: 3933.917236
	Iteration 14Q: 3 clusters Score -333449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -333450.781250 Penalty: 3933.917236
	Iteration 15Q: 3 clusters Score -333450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -333450.781250 Penalty: 3933.917236
	Iteration 16F: 3 clusters Score -333450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -698818.375000 Penalty: 2175.222900
	Iteration 0F: 2 clusters Score -698818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -693465.000000 Penalty: 4350.445801
	Iteration 0F: 3 clusters Score -693465 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -695146.375000 Penalty: 4350.445801
	Iteration 1F: 3 clusters Score -695146.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -695587.937500 Penalty: 4350.445801
	Iteration 2F: 3 clusters Score -695587.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -695935.250000 Penalty: 4350.445801
	Iteration 3F: 3 clusters Score -695935.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -696234.312500 Penalty: 4350.445801
	Iteration 4F: 3 clusters Score -696234.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -696471.937500 Penalty: 4350.445801
	Iteration 5F: 3 clusters Score -696471.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -696669.000000 Penalty: 4350.445801
	Iteration 6Q: 3 clusters Score -696669 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -696845.937500 Penalty: 4350.445801
	Iteration 7Q: 3 clusters Score -696845.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -696985.437500 Penalty: 4350.445801
	Iteration 8Q: 3 clusters Score -696985.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -697098.437500 Penalty: 4350.445801
	Iteration 9Q: 3 clusters Score -697098.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -697223.875000 Penalty: 4350.445801
	Iteration 10Q: 3 clusters Score -697223.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -697319.187500 Penalty: 4350.445801
	Iteration 11Q: 3 clusters Score -697319.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -697395.687500 Penalty: 4350.445801
	Iteration 12Q: 3 clusters Score -697395.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -697460.062500 Penalty: 4350.445801
	Iteration 13Q: 3 clusters Score -697460.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -697508.687500 Penalty: 4350.445801
	Iteration 14Q: 3 clusters Score -697508.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -697547.187500 Penalty: 4350.445801
	Iteration 15Q: 3 clusters Score -697547.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -697578.312500 Penalty: 4350.445801
	Iteration 16Q: 3 clusters Score -697578.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -697599.750000 Penalty: 4350.445801
	Iteration 17Q: 3 clusters Score -697599.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -697619.375000 Penalty: 4350.445801
	Iteration 18Q: 3 clusters Score -697619.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -697636.437500 Penalty: 4350.445801
	Iteration 19Q: 3 clusters Score -697636.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -697656.625000 Penalty: 4350.445801
	Iteration 20F: 3 clusters Score -697656.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -697672.062500 Penalty: 4350.445801
	Iteration 21Q: 3 clusters Score -697672.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -697686.062500 Penalty: 4350.445801
	Iteration 22Q: 3 clusters Score -697686.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -697703.375000 Penalty: 4350.445801
	Iteration 23Q: 3 clusters Score -697703.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -697719.625000 Penalty: 4350.445801
	Iteration 24Q: 3 clusters Score -697719.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -697742.687500 Penalty: 4350.445801
	Iteration 25Q: 3 clusters Score -697742.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -697758.625000 Penalty: 4350.445801
	Iteration 26Q: 3 clusters Score -697758.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -697770.062500 Penalty: 4350.445801
	Iteration 27Q: 3 clusters Score -697770.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -697784.875000 Penalty: 4350.445801
	Iteration 28Q: 3 clusters Score -697784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -697793.875000 Penalty: 4350.445801
	Iteration 29Q: 3 clusters Score -697793.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -697804.500000 Penalty: 4350.445801
	Iteration 30Q: 3 clusters Score -697804.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -697815.625000 Penalty: 4350.445801
	Iteration 31Q: 3 clusters Score -697815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -697826.187500 Penalty: 4350.445801
	Iteration 32Q: 3 clusters Score -697826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -697833.625000 Penalty: 4350.445801
	Iteration 33Q: 3 clusters Score -697833.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -697845.437500 Penalty: 4350.445801
	Iteration 34Q: 3 clusters Score -697845.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -697852.437500 Penalty: 4350.445801
	Iteration 35Q: 3 clusters Score -697852.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -697856.500000 Penalty: 4350.445801
	Iteration 36Q: 3 clusters Score -697856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -697858.812500 Penalty: 4350.445801
	Iteration 37Q: 3 clusters Score -697858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -697859.187500 Penalty: 4350.445801
	Iteration 38Q: 3 clusters Score -697859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -697861.625000 Penalty: 4350.445801
	Iteration 39Q: 3 clusters Score -697861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -697862.812500 Penalty: 4350.445801
	Iteration 40F: 3 clusters Score -697862.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -697867.875000 Penalty: 4350.445801
	Iteration 41Q: 3 clusters Score -697867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -697873.187500 Penalty: 4350.445801
	Iteration 42Q: 3 clusters Score -697873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -697875.125000 Penalty: 4350.445801
	Iteration 43Q: 3 clusters Score -697875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -697878.625000 Penalty: 4350.445801
	Iteration 44Q: 3 clusters Score -697878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -697884.062500 Penalty: 4350.445801
	Iteration 45Q: 3 clusters Score -697884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -697889.687500 Penalty: 4350.445801
	Iteration 46Q: 3 clusters Score -697889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -697894.625000 Penalty: 4350.445801
	Iteration 47Q: 3 clusters Score -697894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -697902.562500 Penalty: 4350.445801
	Iteration 48Q: 3 clusters Score -697902.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -697904.125000 Penalty: 4350.445801
	Iteration 49Q: 3 clusters Score -697904.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -697909.500000 Penalty: 4350.445801
	Iteration 50Q: 3 clusters Score -697909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -697910.125000 Penalty: 4350.445801
	Iteration 51Q: 3 clusters Score -697910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -697913.750000 Penalty: 4350.445801
	Iteration 52Q: 3 clusters Score -697913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -697916.062500 Penalty: 4350.445801
	Iteration 53Q: 3 clusters Score -697916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -697917.687500 Penalty: 4350.445801
	Iteration 54Q: 3 clusters Score -697917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -697916.687500 Penalty: 4350.445801
	Iteration 55Q: 3 clusters Score -697916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -697920.437500 Penalty: 4350.445801
	Iteration 56Q: 3 clusters Score -697920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -697920.937500 Penalty: 4350.445801
	Iteration 57Q: 3 clusters Score -697920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -697925.875000 Penalty: 4350.445801
	Iteration 58Q: 3 clusters Score -697925.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -697928.875000 Penalty: 4350.445801
	Iteration 59Q: 3 clusters Score -697928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -697928.062500 Penalty: 4350.445801
	Iteration 60F: 3 clusters Score -697928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -697929.125000 Penalty: 4350.445801
	Iteration 61Q: 3 clusters Score -697929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -697930.125000 Penalty: 4350.445801
	Iteration 62Q: 3 clusters Score -697930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -697930.125000 Penalty: 4350.445801
	Iteration 63F: 3 clusters Score -697930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Entering Unmasked Estep 
Score: -9802812.000000 Penalty: 2799.549561
	Iteration 0F: 2 clusters Score -9802812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -9749435.000000 Penalty: 5599.099121
	Iteration 0F: 3 clusters Score -9749435 nChanged 37555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9770823.000000 Penalty: 5599.099121
	Iteration 1F: 3 clusters Score -9770823 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9771937.000000 Penalty: 5599.099121
	Iteration 2Q: 3 clusters Score -9771937 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -9773499.000000 Penalty: 5599.099121
	Iteration 3Q: 3 clusters Score -9773499 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9775841.000000 Penalty: 5599.099121
	Iteration 4F: 3 clusters Score -9775841 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -9779120.000000 Penalty: 5599.099121
	Iteration 5F: 3 clusters Score -9779120 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -9783363.000000 Penalty: 5599.099121
	Iteration 6F: 3 clusters Score -9783363 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -9787677.000000 Penalty: 5599.099121
	Iteration 7F: 3 clusters Score -9787677 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9791616.000000 Penalty: 5599.099121
	Iteration 8F: 3 clusters Score -9791616 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -9794707.000000 Penalty: 5599.099121
	Iteration 9Q: 3 clusters Score -9794707 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -9796704.000000 Penalty: 5599.099121
	Iteration 10Q: 3 clusters Score -9796704 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -9798057.000000 Penalty: 5599.099121
	Iteration 11Q: 3 clusters Score -9798057 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -9799118.000000 Penalty: 5599.099121
	Iteration 12Q: 3 clusters Score -9799118 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -9800149.000000 Penalty: 5599.099121
	Iteration 13Q: 3 clusters Score -9800149 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -9800913.000000 Penalty: 5599.099121
	Iteration 14Q: 3 clusters Score -9800913 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -9801259.000000 Penalty: 5599.099121
	Iteration 15Q: 3 clusters Score -9801259 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9801410.000000 Penalty: 5599.099121
	Iteration 16Q: 3 clusters Score -9801410 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -9801553.000000 Penalty: 5599.099121
	Iteration 17Q: 3 clusters Score -9801553 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -9801606.000000 Penalty: 5599.099121
	Iteration 18Q: 3 clusters Score -9801606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -9801659.000000 Penalty: 5599.099121
	Iteration 19Q: 3 clusters Score -9801659 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9801723.000000 Penalty: 5599.099121
	Iteration 20F: 3 clusters Score -9801723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -9801768.000000 Penalty: 5599.099121
	Iteration 21Q: 3 clusters Score -9801768 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -9801802.000000 Penalty: 5599.099121
	Iteration 22Q: 3 clusters Score -9801802 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -9801827.000000 Penalty: 5599.099121
	Iteration 23Q: 3 clusters Score -9801827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -9801844.000000 Penalty: 5599.099121
	Iteration 24Q: 3 clusters Score -9801844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -9801862.000000 Penalty: 5599.099121
	Iteration 25Q: 3 clusters Score -9801862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -9801866.000000 Penalty: 5599.099121
	Iteration 26Q: 3 clusters Score -9801866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -9801882.000000 Penalty: 5599.099121
	Iteration 27Q: 3 clusters Score -9801882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -9801877.000000 Penalty: 5599.099121
	Iteration 28Q: 3 clusters Score -9801877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9801868.000000 Penalty: 5599.099121
	Iteration 29Q: 3 clusters Score -9801868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -9801888.000000 Penalty: 5599.099121
	Iteration 30Q: 3 clusters Score -9801888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -9801894.000000 Penalty: 5599.099121
	Iteration 31Q: 3 clusters Score -9801894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -9801893.000000 Penalty: 5599.099121
	Iteration 32Q: 3 clusters Score -9801893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -9801909.000000 Penalty: 5599.099121
	Iteration 33Q: 3 clusters Score -9801909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -9801887.000000 Penalty: 5599.099121
	Iteration 34Q: 3 clusters Score -9801887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -9801909.000000 Penalty: 5599.099121
	Iteration 35Q: 3 clusters Score -9801909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -9801896.000000 Penalty: 5599.099121
	Iteration 36Q: 3 clusters Score -9801896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -9801877.000000 Penalty: 5599.099121
	Iteration 37Q: 3 clusters Score -9801877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -9801884.000000 Penalty: 5599.099121
	Iteration 38Q: 3 clusters Score -9801884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -9801883.000000 Penalty: 5599.099121
	Iteration 39Q: 3 clusters Score -9801883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -9801893.000000 Penalty: 5599.099121
	Iteration 40F: 3 clusters Score -9801893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -9801895.000000 Penalty: 5599.099121
	Iteration 41Q: 3 clusters Score -9801895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -9801886.000000 Penalty: 5599.099121
	Iteration 42Q: 3 clusters Score -9801886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -9801907.000000 Penalty: 5599.099121
	Iteration 43Q: 3 clusters Score -9801907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -9801915.000000 Penalty: 5599.099121
	Iteration 44Q: 3 clusters Score -9801915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -9801922.000000 Penalty: 5599.099121
	Iteration 45Q: 3 clusters Score -9801922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -9801914.000000 Penalty: 5599.099121
	Iteration 46Q: 3 clusters Score -9801914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -9801925.000000 Penalty: 5599.099121
	Iteration 47Q: 3 clusters Score -9801925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -9801926.000000 Penalty: 5599.099121
	Iteration 48Q: 3 clusters Score -9801926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -9801940.000000 Penalty: 5599.099121
	Iteration 49Q: 3 clusters Score -9801940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -9801941.000000 Penalty: 5599.099121
	Iteration 50Q: 3 clusters Score -9801941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -9801947.000000 Penalty: 5599.099121
	Iteration 51Q: 3 clusters Score -9801947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -9801939.000000 Penalty: 5599.099121
	Iteration 52Q: 3 clusters Score -9801939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -9801943.000000 Penalty: 5599.099121
	Iteration 53Q: 3 clusters Score -9801943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -9801953.000000 Penalty: 5599.099121
	Iteration 54Q: 3 clusters Score -9801953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -9801950.000000 Penalty: 5599.099121
	Iteration 55Q: 3 clusters Score -9801950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -9801948.000000 Penalty: 5599.099121
	Iteration 56Q: 3 clusters Score -9801948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -9801961.000000 Penalty: 5599.099121
	Iteration 57Q: 3 clusters Score -9801961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -9801957.000000 Penalty: 5599.099121
	Iteration 58Q: 3 clusters Score -9801957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9801967.000000 Penalty: 5599.099121
	Iteration 59Q: 3 clusters Score -9801967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -9801978.000000 Penalty: 5599.099121
	Iteration 60F: 3 clusters Score -9801978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -9801967.000000 Penalty: 5599.099121
	Iteration 61Q: 3 clusters Score -9801967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -9801968.000000 Penalty: 5599.099121
	Iteration 62Q: 3 clusters Score -9801968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -9801980.000000 Penalty: 5599.099121
	Iteration 63Q: 3 clusters Score -9801980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -9801983.000000 Penalty: 5599.099121
	Iteration 64Q: 3 clusters Score -9801983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -9801990.000000 Penalty: 5599.099121
	Iteration 65Q: 3 clusters Score -9801990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -9802003.000000 Penalty: 5599.099121
	Iteration 66Q: 3 clusters Score -9802003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -9801995.000000 Penalty: 5599.099121
	Iteration 67Q: 3 clusters Score -9801995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -9801988.000000 Penalty: 5599.099121
	Iteration 68Q: 3 clusters Score -9801988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -9801996.000000 Penalty: 5599.099121
	Iteration 69Q: 3 clusters Score -9801996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -9801988.000000 Penalty: 5599.099121
	Iteration 70Q: 3 clusters Score -9801988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -9801994.000000 Penalty: 5599.099121
	Iteration 71Q: 3 clusters Score -9801994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -9801990.000000 Penalty: 5599.099121
	Iteration 72Q: 3 clusters Score -9801990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -9801997.000000 Penalty: 5599.099121
	Iteration 73Q: 3 clusters Score -9801997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -9801998.000000 Penalty: 5599.099121
	Iteration 74Q: 3 clusters Score -9801998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -9801990.000000 Penalty: 5599.099121
	Iteration 75Q: 3 clusters Score -9801990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -9801991.000000 Penalty: 5599.099121
	Iteration 76Q: 3 clusters Score -9801991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -9801988.000000 Penalty: 5599.099121
	Iteration 77Q: 3 clusters Score -9801988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -9801993.000000 Penalty: 5599.099121
	Iteration 78Q: 3 clusters Score -9801993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -9801991.000000 Penalty: 5599.099121
	Iteration 79Q: 3 clusters Score -9801991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -9802003.000000 Penalty: 5599.099121
	Iteration 80F: 3 clusters Score -9802003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9802006.000000 Penalty: 5599.099121
	Iteration 81Q: 3 clusters Score -9802006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -9802008.000000 Penalty: 5599.099121
	Iteration 82Q: 3 clusters Score -9802008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -9802012.000000 Penalty: 5599.099121
	Iteration 83Q: 3 clusters Score -9802012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -9802012.000000 Penalty: 5599.099121
	Iteration 84Q: 3 clusters Score -9802012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -9802013.000000 Penalty: 5599.099121
	Iteration 85Q: 3 clusters Score -9802013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9802005.000000 Penalty: 5599.099121
	Iteration 86Q: 3 clusters Score -9802005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -9802007.000000 Penalty: 5599.099121
	Iteration 87Q: 3 clusters Score -9802007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -9802010.000000 Penalty: 5599.099121
	Iteration 88Q: 3 clusters Score -9802010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -9802010.000000 Penalty: 5599.099121
	Iteration 89F: 3 clusters Score -9802010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Entering Unmasked Estep 
Score: -1591823.125000 Penalty: 2346.005127
	Iteration 0F: 2 clusters Score -1591823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1582348.250000 Penalty: 4692.010254
	Iteration 0F: 3 clusters Score -1582348 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1585286.500000 Penalty: 4692.010254
	Iteration 1F: 3 clusters Score -1585286 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1585834.250000 Penalty: 4692.010254
	Iteration 2F: 3 clusters Score -1585834 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1586349.125000 Penalty: 4692.010254
	Iteration 3F: 3 clusters Score -1586349 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1586917.750000 Penalty: 4692.010254
	Iteration 4F: 3 clusters Score -1586918 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1587516.750000 Penalty: 4692.010254
	Iteration 5F: 3 clusters Score -1587517 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1588072.000000 Penalty: 4692.010254
	Iteration 6F: 3 clusters Score -1588072 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1588550.125000 Penalty: 4692.010254
	Iteration 7F: 3 clusters Score -1588550 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1588909.250000 Penalty: 4692.010254
	Iteration 8Q: 3 clusters Score -1588909 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1589221.250000 Penalty: 4692.010254
	Iteration 9Q: 3 clusters Score -1589221 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1589513.625000 Penalty: 4692.010254
	Iteration 10Q: 3 clusters Score -1589514 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1589733.500000 Penalty: 4692.010254
	Iteration 11Q: 3 clusters Score -1589734 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1589879.250000 Penalty: 4692.010254
	Iteration 12Q: 3 clusters Score -1589879 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1589975.750000 Penalty: 4692.010254
	Iteration 13Q: 3 clusters Score -1589976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1590036.250000 Penalty: 4692.010254
	Iteration 14Q: 3 clusters Score -1590036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1590083.125000 Penalty: 4692.010254
	Iteration 15Q: 3 clusters Score -1590083 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1590106.375000 Penalty: 4692.010254
	Iteration 16Q: 3 clusters Score -1590106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1590128.750000 Penalty: 4692.010254
	Iteration 17Q: 3 clusters Score -1590129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1590141.875000 Penalty: 4692.010254
	Iteration 18Q: 3 clusters Score -1590142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1590161.500000 Penalty: 4692.010254
	Iteration 19Q: 3 clusters Score -1590162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1590169.750000 Penalty: 4692.010254
	Iteration 20F: 3 clusters Score -1590170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1590176.125000 Penalty: 4692.010254
	Iteration 21Q: 3 clusters Score -1590176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1590180.000000 Penalty: 4692.010254
	Iteration 22Q: 3 clusters Score -1590180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1590191.000000 Penalty: 4692.010254
	Iteration 23Q: 3 clusters Score -1590191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1590195.000000 Penalty: 4692.010254
	Iteration 24Q: 3 clusters Score -1590195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1590201.250000 Penalty: 4692.010254
	Iteration 25Q: 3 clusters Score -1590201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1590206.375000 Penalty: 4692.010254
	Iteration 26Q: 3 clusters Score -1590206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1590201.875000 Penalty: 4692.010254
	Iteration 27Q: 3 clusters Score -1590202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1590208.750000 Penalty: 4692.010254
	Iteration 28Q: 3 clusters Score -1590209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1590205.875000 Penalty: 4692.010254
	Iteration 29Q: 3 clusters Score -1590206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1590205.750000 Penalty: 4692.010254
	Iteration 30Q: 3 clusters Score -1590206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1590205.875000 Penalty: 4692.010254
	Iteration 31Q: 3 clusters Score -1590206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1590205.375000 Penalty: 4692.010254
	Iteration 32Q: 3 clusters Score -1590205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1590205.250000 Penalty: 4692.010254
	Iteration 33Q: 3 clusters Score -1590205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1590207.750000 Penalty: 4692.010254
	Iteration 34Q: 3 clusters Score -1590208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1590209.250000 Penalty: 4692.010254
	Iteration 35Q: 3 clusters Score -1590209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1590210.250000 Penalty: 4692.010254
	Iteration 36Q: 3 clusters Score -1590210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1590215.500000 Penalty: 4692.010254
	Iteration 37Q: 3 clusters Score -1590216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1590213.750000 Penalty: 4692.010254
	Iteration 38Q: 3 clusters Score -1590214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1590214.125000 Penalty: 4692.010254
	Iteration 39Q: 3 clusters Score -1590214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1590213.250000 Penalty: 4692.010254
	Iteration 40F: 3 clusters Score -1590213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1590215.250000 Penalty: 4692.010254
	Iteration 41Q: 3 clusters Score -1590215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1590214.000000 Penalty: 4692.010254
	Iteration 42Q: 3 clusters Score -1590214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1590216.750000 Penalty: 4692.010254
	Iteration 43Q: 3 clusters Score -1590217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1590217.125000 Penalty: 4692.010254
	Iteration 44Q: 3 clusters Score -1590217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1590216.875000 Penalty: 4692.010254
	Iteration 45Q: 3 clusters Score -1590217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1590218.500000 Penalty: 4692.010254
	Iteration 46Q: 3 clusters Score -1590218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1590216.875000 Penalty: 4692.010254
	Iteration 47Q: 3 clusters Score -1590217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1590216.875000 Penalty: 4692.010254
	Iteration 48F: 3 clusters Score -1590217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117552.210938 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117552.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117857.460938 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117857.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117964.281250 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117964.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118035.984375 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -118036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118081.734375 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -118081.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118120.234375 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -118120.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118154.546875 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118154.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118179.507812 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118179.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118200.585938 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118230.398438 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118245.781250 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118257.656250 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118262.625000 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118265.648438 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118269.046875 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118273.531250 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -118273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118278.921875 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -118278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118286.007812 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -118286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118295.257812 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118302.546875 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -118302.968750 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Entering Unmasked Estep 
Score: -16986878.000000 Penalty: 2931.430664
	Iteration 0F: 2 clusters Score -1.698688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -16896030.000000 Penalty: 5862.861328
	Iteration 0F: 3 clusters Score -1.689603e+07 nChanged 64587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -16933670.000000 Penalty: 5862.861328
	Iteration 1F: 3 clusters Score -1.693367e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -16935206.000000 Penalty: 5862.861328
	Iteration 2Q: 3 clusters Score -1.693521e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -16937584.000000 Penalty: 5862.861328
	Iteration 3Q: 3 clusters Score -1.693758e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -16941640.000000 Penalty: 5862.861328
	Iteration 4F: 3 clusters Score -1.694164e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -16948452.000000 Penalty: 5862.861328
	Iteration 5F: 3 clusters Score -1.694845e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -16958766.000000 Penalty: 5862.861328
	Iteration 6F: 3 clusters Score -1.695877e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -16969958.000000 Penalty: 5862.861328
	Iteration 7F: 3 clusters Score -1.696996e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129211 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -16977996.000000 Penalty: 5862.861328
	Iteration 8F: 3 clusters Score -1.6978e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16981984.000000 Penalty: 5862.861328
	Iteration 9Q: 3 clusters Score -1.698198e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134995 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16983430.000000 Penalty: 5862.861328
	Iteration 10Q: 3 clusters Score -1.698343e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135458 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16983988.000000 Penalty: 5862.861328
	Iteration 11Q: 3 clusters Score -1.698399e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16984162.000000 Penalty: 5862.861328
	Iteration 12Q: 3 clusters Score -1.698416e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135651 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16984250.000000 Penalty: 5862.861328
	Iteration 13Q: 3 clusters Score -1.698425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16984304.000000 Penalty: 5862.861328
	Iteration 14Q: 3 clusters Score -1.69843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135686 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16984334.000000 Penalty: 5862.861328
	Iteration 15Q: 3 clusters Score -1.698433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16984352.000000 Penalty: 5862.861328
	Iteration 16Q: 3 clusters Score -1.698435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16984366.000000 Penalty: 5862.861328
	Iteration 17Q: 3 clusters Score -1.698437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135700 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16984376.000000 Penalty: 5862.861328
	Iteration 18Q: 3 clusters Score -1.698438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135701 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16984378.000000 Penalty: 5862.861328
	Iteration 19Q: 3 clusters Score -1.698438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16984392.000000 Penalty: 5862.861328
	Iteration 20F: 3 clusters Score -1.698439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16984396.000000 Penalty: 5862.861328
	Iteration 21Q: 3 clusters Score -1.69844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16984404.000000 Penalty: 5862.861328
	Iteration 22Q: 3 clusters Score -1.69844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16984410.000000 Penalty: 5862.861328
	Iteration 23Q: 3 clusters Score -1.698441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135709 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16984410.000000 Penalty: 5862.861328
	Iteration 24Q: 3 clusters Score -1.698441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16984410.000000 Penalty: 5862.861328
	Iteration 25Q: 3 clusters Score -1.698441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16984410.000000 Penalty: 5862.861328
	Iteration 26F: 3 clusters Score -1.698441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -393322.437500 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -393322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -389911.531250 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -389911.5 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -390612.375000 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -390612.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -390784.625000 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -390784.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390885.593750 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -390885.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -390944.437500 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -390944.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -390988.750000 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -390988.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -391017.843750 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -391017.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -391037.187500 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -391037.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -391052.437500 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -391052.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -391062.468750 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -391062.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -391070.500000 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -391070.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -391079.562500 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -391079.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -391084.875000 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -391084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -391090.468750 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -391090.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -391096.187500 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -391096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -391101.875000 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -391101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -391106.531250 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -391106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -391110.093750 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -391110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -391112.250000 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -391112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -391114.562500 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -391114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -391116.437500 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -391116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -391119.125000 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -391119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -391122.375000 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -391122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -391125.218750 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -391125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -391128.375000 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -391128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -391129.531250 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -391129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -391130.906250 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -391130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -391133.375000 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -391133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -391134.906250 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -391134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -391137.406250 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -391137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -391138.125000 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -391138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -391138.968750 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -391139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -391139.625000 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -391139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -391140.750000 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -391140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -391141.531250 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -391141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -391142.968750 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -391143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -391143.000000 Penalty: 4001.305908
	Iteration 36Q: 3 clusters Score -391143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -391145.937500 Penalty: 4001.305908
	Iteration 37Q: 3 clusters Score -391145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -391147.156250 Penalty: 4001.305908
	Iteration 38Q: 3 clusters Score -391147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -391148.500000 Penalty: 4001.305908
	Iteration 39Q: 3 clusters Score -391148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -391151.812500 Penalty: 4001.305908
	Iteration 40F: 3 clusters Score -391151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -391153.406250 Penalty: 4001.305908
	Iteration 41Q: 3 clusters Score -391153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -391155.125000 Penalty: 4001.305908
	Iteration 42Q: 3 clusters Score -391155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -391158.062500 Penalty: 4001.305908
	Iteration 43Q: 3 clusters Score -391158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -391159.750000 Penalty: 4001.305908
	Iteration 44Q: 3 clusters Score -391159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -391164.000000 Penalty: 4001.305908
	Iteration 45Q: 3 clusters Score -391164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -391169.062500 Penalty: 4001.305908
	Iteration 46Q: 3 clusters Score -391169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -391177.406250 Penalty: 4001.305908
	Iteration 47Q: 3 clusters Score -391177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -391188.718750 Penalty: 4001.305908
	Iteration 48Q: 3 clusters Score -391188.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -391198.125000 Penalty: 4001.305908
	Iteration 49Q: 3 clusters Score -391198.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -391203.875000 Penalty: 4001.305908
	Iteration 50Q: 3 clusters Score -391203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -391209.062500 Penalty: 4001.305908
	Iteration 51Q: 3 clusters Score -391209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -391215.156250 Penalty: 4001.305908
	Iteration 52Q: 3 clusters Score -391215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -391219.531250 Penalty: 4001.305908
	Iteration 53Q: 3 clusters Score -391219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -391225.750000 Penalty: 4001.305908
	Iteration 54Q: 3 clusters Score -391225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -391233.656250 Penalty: 4001.305908
	Iteration 55Q: 3 clusters Score -391233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -391239.593750 Penalty: 4001.305908
	Iteration 56Q: 3 clusters Score -391239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -391249.593750 Penalty: 4001.305908
	Iteration 57Q: 3 clusters Score -391249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -391257.656250 Penalty: 4001.305908
	Iteration 58Q: 3 clusters Score -391257.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -391267.437500 Penalty: 4001.305908
	Iteration 59Q: 3 clusters Score -391267.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -391276.281250 Penalty: 4001.305908
	Iteration 60F: 3 clusters Score -391276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -391286.718750 Penalty: 4001.305908
	Iteration 61Q: 3 clusters Score -391286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -391295.687500 Penalty: 4001.305908
	Iteration 62Q: 3 clusters Score -391295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -391303.343750 Penalty: 4001.305908
	Iteration 63Q: 3 clusters Score -391303.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -391312.937500 Penalty: 4001.305908
	Iteration 64Q: 3 clusters Score -391312.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -391321.250000 Penalty: 4001.305908
	Iteration 65Q: 3 clusters Score -391321.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -391326.656250 Penalty: 4001.305908
	Iteration 66Q: 3 clusters Score -391326.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -391335.468750 Penalty: 4001.305908
	Iteration 67Q: 3 clusters Score -391335.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -391343.875000 Penalty: 4001.305908
	Iteration 68Q: 3 clusters Score -391343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -391348.062500 Penalty: 4001.305908
	Iteration 69Q: 3 clusters Score -391348.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -391356.375000 Penalty: 4001.305908
	Iteration 70Q: 3 clusters Score -391356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -391363.031250 Penalty: 4001.305908
	Iteration 71Q: 3 clusters Score -391363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -391365.906250 Penalty: 4001.305908
	Iteration 72Q: 3 clusters Score -391365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -391369.468750 Penalty: 4001.305908
	Iteration 73Q: 3 clusters Score -391369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -391374.312500 Penalty: 4001.305908
	Iteration 74Q: 3 clusters Score -391374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -391378.093750 Penalty: 4001.305908
	Iteration 75Q: 3 clusters Score -391378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -391380.843750 Penalty: 4001.305908
	Iteration 76Q: 3 clusters Score -391380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -391387.375000 Penalty: 4001.305908
	Iteration 77Q: 3 clusters Score -391387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -391392.406250 Penalty: 4001.305908
	Iteration 78Q: 3 clusters Score -391392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -391397.843750 Penalty: 4001.305908
	Iteration 79Q: 3 clusters Score -391397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -391403.312500 Penalty: 4001.305908
	Iteration 80F: 3 clusters Score -391403.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -391412.937500 Penalty: 4001.305908
	Iteration 81Q: 3 clusters Score -391412.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -391421.000000 Penalty: 4001.305908
	Iteration 82Q: 3 clusters Score -391421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -391427.593750 Penalty: 4001.305908
	Iteration 83Q: 3 clusters Score -391427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -391433.093750 Penalty: 4001.305908
	Iteration 84Q: 3 clusters Score -391433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -391435.125000 Penalty: 4001.305908
	Iteration 85Q: 3 clusters Score -391435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -391436.406250 Penalty: 4001.305908
	Iteration 86Q: 3 clusters Score -391436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -391436.406250 Penalty: 4001.305908
	Iteration 87Q: 3 clusters Score -391436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -391436.406250 Penalty: 4001.305908
	Iteration 88F: 3 clusters Score -391436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139013.453125 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139013.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139351.421875 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139351.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139447.750000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139447.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139511.171875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139511.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139544.000000 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139561.968750 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139583.937500 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139583.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139598.734375 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139598.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139607.187500 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139613.453125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139618.140625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -139618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139621.718750 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -139621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139633.578125 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -139633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139645.046875 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -139645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139657.484375 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -139657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139664.328125 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -139664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139665.156250 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -139665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139667.109375 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -139667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139670.296875 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -139670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139670.296875 Penalty: 3498.578369
	Iteration 19F: 3 clusters Score -139670.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -490791.156250 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -490791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -486770.281250 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -486770.3 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -487715.875000 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -487715.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -487890.562500 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -487890.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -487996.843750 Penalty: 4138.284668
	Iteration 3Q: 3 clusters Score -487996.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -488061.562500 Penalty: 4138.284668
	Iteration 4Q: 3 clusters Score -488061.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -488126.718750 Penalty: 4138.284668
	Iteration 5Q: 3 clusters Score -488126.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -488191.843750 Penalty: 4138.284668
	Iteration 6Q: 3 clusters Score -488191.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -488259.937500 Penalty: 4138.284668
	Iteration 7Q: 3 clusters Score -488259.9 nChanged 108
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: -488316.687500 Penalty: 4138.284668
	Iteration 8Q: 3 clusters Score -488316.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -488373.281250 Penalty: 4138.284668
	Iteration 9Q: 3 clusters Score -488373.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -488446.406250 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -488446.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -488563.500000 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -488563.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488757.843750 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -488757.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -489029.000000 Penalty: 4138.284668
	Iteration 13F: 3 clusters Score -489029 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -489341.031250 Penalty: 4138.284668
	Iteration 14F: 3 clusters Score -489341 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -489641.093750 Penalty: 4138.284668
	Iteration 15F: 3 clusters Score -489641.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -489851.906250 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -489851.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -489990.468750 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -489990.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -490099.031250 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -490099 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -490183.812500 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -490183.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -490246.125000 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -490246.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -490290.812500 Penalty: 4138.284668
	Iteration 21Q: 3 clusters Score -490290.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -490322.437500 Penalty: 4138.284668
	Iteration 22Q: 3 clusters Score -490322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -490333.750000 Penalty: 4138.284668
	Iteration 23Q: 3 clusters Score -490333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -490339.375000 Penalty: 4138.284668
	Iteration 24Q: 3 clusters Score -490339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -490340.406250 Penalty: 4138.284668
	Iteration 25Q: 3 clusters Score -490340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -490341.843750 Penalty: 4138.284668
	Iteration 26Q: 3 clusters Score -490341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -490343.062500 Penalty: 4138.284668
	Iteration 27Q: 3 clusters Score -490343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -490343.562500 Penalty: 4138.284668
	Iteration 28Q: 3 clusters Score -490343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -490344.312500 Penalty: 4138.284668
	Iteration 29Q: 3 clusters Score -490344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -490344.843750 Penalty: 4138.284668
	Iteration 30Q: 3 clusters Score -490344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -490344.906250 Penalty: 4138.284668
	Iteration 31Q: 3 clusters Score -490344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -490344.906250 Penalty: 4138.284668
	Iteration 32F: 3 clusters Score -490344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -33035.996094 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -33036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31803.431641 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -31803.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32025.324219 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -32025.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32168.935547 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -32168.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32302.324219 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -32302.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32410.705078 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -32410.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32470.226562 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -32470.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32567.494141 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -32567.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32648.652344 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -32648.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32713.423828 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -32713.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32737.423828 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -32737.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32758.835938 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -32758.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32761.414062 Penalty: 2886.761230
	Iteration 11F: 3 clusters Score -32761.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32783.925781 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -32783.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32817.496094 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -32817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32836.273438 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -32836.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32836.273438 Penalty: 2886.761230
	Iteration 15F: 3 clusters Score -32836.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -1978129.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -1978130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1966454.875000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -1966455 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1970537.000000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -1970537 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1971159.125000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -1971159 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1971820.500000 Penalty: 4807.030273
	Iteration 3F: 3 clusters Score -1971820 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1972540.625000 Penalty: 4807.030273
	Iteration 4F: 3 clusters Score -1972541 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1973312.250000 Penalty: 4807.030273
	Iteration 5F: 3 clusters Score -1973312 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1974124.000000 Penalty: 4807.030273
	Iteration 6F: 3 clusters Score -1974124 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1974903.625000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -1974904 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1975612.375000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -1975612 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1976073.125000 Penalty: 4807.030273
	Iteration 9Q: 3 clusters Score -1976073 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1976360.000000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -1976360 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1976522.375000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -1976522 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1976620.500000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -1976620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1976685.375000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -1976685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1976731.250000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -1976731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1976751.125000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -1976751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1976760.125000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -1976760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1976772.625000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -1976773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1976778.625000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -1976779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1976785.625000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -1976786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1976784.875000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -1976785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1976784.250000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -1976784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1976784.250000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -1976784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1976785.500000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -1976786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1976787.750000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -1976788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1976789.625000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -1976790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1976791.375000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -1976791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1976794.625000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -1976795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1976795.000000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -1976795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1976791.625000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -1976792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1976793.750000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -1976794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1976791.125000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -1976791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1976791.375000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -1976791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1976791.375000 Penalty: 4807.030273
	Iteration 33F: 3 clusters Score -1976791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -641107.562500 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -641107.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -636668.562500 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -636668.6 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -637696.687500 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -637696.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -637872.937500 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -637872.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -637983.937500 Penalty: 4209.522461
	Iteration 3Q: 3 clusters Score -637983.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -638062.562500 Penalty: 4209.522461
	Iteration 4Q: 3 clusters Score -638062.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -638117.687500 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -638117.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -638160.375000 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -638160.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -638196.812500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -638196.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -638224.250000 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -638224.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638249.312500 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -638249.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -638270.250000 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -638270.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -638288.687500 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -638288.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -638304.187500 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -638304.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -638320.312500 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -638320.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -638334.562500 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -638334.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -638349.250000 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -638349.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -638363.687500 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -638363.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -638375.562500 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -638375.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -638391.312500 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -638391.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -638402.812500 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -638402.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -638412.062500 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -638412.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -638424.125000 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -638424.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -638436.312500 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -638436.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -638450.500000 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -638450.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -638462.750000 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -638462.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -638481.062500 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -638481.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -638500.187500 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -638500.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -638514.687500 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -638514.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -638533.937500 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -638533.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -638562.750000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -638562.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -638594.750000 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -638594.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -638622.500000 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -638622.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -638652.937500 Penalty: 4209.522461
	Iteration 32Q: 3 clusters Score -638652.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -638680.125000 Penalty: 4209.522461
	Iteration 33Q: 3 clusters Score -638680.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -638702.500000 Penalty: 4209.522461
	Iteration 34Q: 3 clusters Score -638702.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -638727.500000 Penalty: 4209.522461
	Iteration 35Q: 3 clusters Score -638727.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -638749.750000 Penalty: 4209.522461
	Iteration 36Q: 3 clusters Score -638749.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -638777.125000 Penalty: 4209.522461
	Iteration 37Q: 3 clusters Score -638777.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -638807.250000 Penalty: 4209.522461
	Iteration 38Q: 3 clusters Score -638807.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -638835.875000 Penalty: 4209.522461
	Iteration 39Q: 3 clusters Score -638835.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -638862.062500 Penalty: 4209.522461
	Iteration 40F: 3 clusters Score -638862.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -638887.000000 Penalty: 4209.522461
	Iteration 41Q: 3 clusters Score -638887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -638907.062500 Penalty: 4209.522461
	Iteration 42Q: 3 clusters Score -638907.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -638927.625000 Penalty: 4209.522461
	Iteration 43Q: 3 clusters Score -638927.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -638951.562500 Penalty: 4209.522461
	Iteration 44Q: 3 clusters Score -638951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -638974.312500 Penalty: 4209.522461
	Iteration 45Q: 3 clusters Score -638974.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -639003.937500 Penalty: 4209.522461
	Iteration 46Q: 3 clusters Score -639003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -639023.500000 Penalty: 4209.522461
	Iteration 47Q: 3 clusters Score -639023.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -639034.375000 Penalty: 4209.522461
	Iteration 48Q: 3 clusters Score -639034.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -639045.937500 Penalty: 4209.522461
	Iteration 49Q: 3 clusters Score -639045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -639064.937500 Penalty: 4209.522461
	Iteration 50Q: 3 clusters Score -639064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -639085.875000 Penalty: 4209.522461
	Iteration 51Q: 3 clusters Score -639085.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -639107.312500 Penalty: 4209.522461
	Iteration 52Q: 3 clusters Score -639107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -639125.125000 Penalty: 4209.522461
	Iteration 53Q: 3 clusters Score -639125.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -639136.812500 Penalty: 4209.522461
	Iteration 54Q: 3 clusters Score -639136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -639147.562500 Penalty: 4209.522461
	Iteration 55Q: 3 clusters Score -639147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -639157.562500 Penalty: 4209.522461
	Iteration 56Q: 3 clusters Score -639157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -639170.687500 Penalty: 4209.522461
	Iteration 57Q: 3 clusters Score -639170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -639183.562500 Penalty: 4209.522461
	Iteration 58Q: 3 clusters Score -639183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -639193.375000 Penalty: 4209.522461
	Iteration 59Q: 3 clusters Score -639193.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -639201.312500 Penalty: 4209.522461
	Iteration 60F: 3 clusters Score -639201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -639207.687500 Penalty: 4209.522461
	Iteration 61Q: 3 clusters Score -639207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -639208.375000 Penalty: 4209.522461
	Iteration 62Q: 3 clusters Score -639208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -639208.500000 Penalty: 4209.522461
	Iteration 63Q: 3 clusters Score -639208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -639209.062500 Penalty: 4209.522461
	Iteration 64Q: 3 clusters Score -639209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -639211.625000 Penalty: 4209.522461
	Iteration 65Q: 3 clusters Score -639211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -639214.812500 Penalty: 4209.522461
	Iteration 66Q: 3 clusters Score -639214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -639216.562500 Penalty: 4209.522461
	Iteration 67Q: 3 clusters Score -639216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -639219.875000 Penalty: 4209.522461
	Iteration 68Q: 3 clusters Score -639219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -639221.812500 Penalty: 4209.522461
	Iteration 69Q: 3 clusters Score -639221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -639221.875000 Penalty: 4209.522461
	Iteration 70Q: 3 clusters Score -639221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -639224.437500 Penalty: 4209.522461
	Iteration 71Q: 3 clusters Score -639224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -639228.500000 Penalty: 4209.522461
	Iteration 72Q: 3 clusters Score -639228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -639231.125000 Penalty: 4209.522461
	Iteration 73Q: 3 clusters Score -639231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -639231.062500 Penalty: 4209.522461
	Iteration 74Q: 3 clusters Score -639231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -639235.000000 Penalty: 4209.522461
	Iteration 75Q: 3 clusters Score -639235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -639239.125000 Penalty: 4209.522461
	Iteration 76Q: 3 clusters Score -639239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -639241.250000 Penalty: 4209.522461
	Iteration 77Q: 3 clusters Score -639241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -639243.562500 Penalty: 4209.522461
	Iteration 78Q: 3 clusters Score -639243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -639247.312500 Penalty: 4209.522461
	Iteration 79Q: 3 clusters Score -639247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -639249.062500 Penalty: 4209.522461
	Iteration 80F: 3 clusters Score -639249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -639252.062500 Penalty: 4209.522461
	Iteration 81Q: 3 clusters Score -639252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -639252.312500 Penalty: 4209.522461
	Iteration 82Q: 3 clusters Score -639252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -639252.750000 Penalty: 4209.522461
	Iteration 83Q: 3 clusters Score -639252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -639252.750000 Penalty: 4209.522461
	Iteration 84F: 3 clusters Score -639252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -395340.281250 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -395340.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -391994.375000 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -391994.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -392688.625000 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -392688.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -392882.562500 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -392882.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -392963.937500 Penalty: 3996.773438
	Iteration 3Q: 3 clusters Score -392963.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -393015.468750 Penalty: 3996.773438
	Iteration 4Q: 3 clusters Score -393015.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -393062.750000 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -393062.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -393100.593750 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -393100.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -393120.031250 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -393120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -393137.000000 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -393137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -393155.593750 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -393155.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -393166.812500 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -393166.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393181.531250 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -393181.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -393193.843750 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -393193.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -393207.718750 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -393207.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -393217.406250 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -393217.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -393222.437500 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -393222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -393227.406250 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -393227.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -393232.656250 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -393232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -393239.406250 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -393239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393245.781250 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -393245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -393251.218750 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -393251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -393255.687500 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -393255.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -393258.906250 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -393258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -393259.500000 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -393259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -393260.156250 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -393260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393261.875000 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -393261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -393261.718750 Penalty: 3996.773438
	Iteration 26Q: 3 clusters Score -393261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -393261.718750 Penalty: 3996.773438
	Iteration 27F: 3 clusters Score -393261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -133933.968750 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -133934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132190.687500 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -132190.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132812.718750 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -132812.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -133331.750000 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -133331.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133567.578125 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -133567.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133694.484375 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -133694.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133790.562500 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -133790.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133832.875000 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -133832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133867.296875 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -133867.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133893.671875 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -133893.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133914.890625 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -133914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133973.656250 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -133973.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134010.203125 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -134010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134096.593750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -134096.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134148.093750 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -134148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134181.796875 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -134181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134200.093750 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -134200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134227.828125 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -134227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134242.015625 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -134242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -134251.046875 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -134251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134277.531250 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -134277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134293.187500 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -134293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134331.046875 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -134331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134366.125000 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -134366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134395.468750 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -134395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134434.296875 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -134434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134458.593750 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -134458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134482.062500 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -134482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134527.796875 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -134527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134537.937500 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -134537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134550.625000 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -134550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134549.812500 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -134549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134549.812500 Penalty: 3365.090820
	Iteration 31F: 3 clusters Score -134549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 617 members 
Entering Unmasked Estep 
Score: -134487712.000000 Penalty: 252057.234375
Splitting cluster 25 changes total score from -134488992.000000 to -134487712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1934983.375000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -1934983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1923749.625000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -1923750 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1927207.750000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -1927208 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1927545.875000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -1927546 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1927824.375000 Penalty: 4789.370117
	Iteration 3Q: 3 clusters Score -1927824 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1928109.750000 Penalty: 4789.370117
	Iteration 4Q: 3 clusters Score -1928110 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1928410.750000 Penalty: 4789.370117
	Iteration 5Q: 3 clusters Score -1928411 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1928743.250000 Penalty: 4789.370117
	Iteration 6Q: 3 clusters Score -1928743 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1929125.500000 Penalty: 4789.370117
	Iteration 7Q: 3 clusters Score -1929126 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1929616.750000 Penalty: 4789.370117
	Iteration 8F: 3 clusters Score -1929617 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1930182.375000 Penalty: 4789.370117
	Iteration 9F: 3 clusters Score -1930182 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1930711.375000 Penalty: 4789.370117
	Iteration 10F: 3 clusters Score -1930711 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1931154.250000 Penalty: 4789.370117
	Iteration 11Q: 3 clusters Score -1931154 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1931486.250000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -1931486 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1931743.625000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -1931744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1931962.625000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -1931963 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1932199.250000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -1932199 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1932462.625000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -1932463 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1932641.875000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -1932642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1932765.625000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -1932766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1932829.375000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -1932829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1932880.500000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -1932880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1932915.250000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -1932915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1932936.375000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -1932936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1932960.500000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -1932960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1932967.750000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -1932968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1932982.500000 Penalty: 4789.370117
	Iteration 25Q: 3 clusters Score -1932982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1932988.250000 Penalty: 4789.370117
	Iteration 26Q: 3 clusters Score -1932988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1932991.875000 Penalty: 4789.370117
	Iteration 27Q: 3 clusters Score -1932992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1933000.500000 Penalty: 4789.370117
	Iteration 28Q: 3 clusters Score -1933000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1933001.500000 Penalty: 4789.370117
	Iteration 29Q: 3 clusters Score -1933002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1933003.500000 Penalty: 4789.370117
	Iteration 30Q: 3 clusters Score -1933004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1933007.125000 Penalty: 4789.370117
	Iteration 31Q: 3 clusters Score -1933007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1933016.125000 Penalty: 4789.370117
	Iteration 32Q: 3 clusters Score -1933016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1933025.125000 Penalty: 4789.370117
	Iteration 33Q: 3 clusters Score -1933025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1933028.375000 Penalty: 4789.370117
	Iteration 34Q: 3 clusters Score -1933028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1933029.500000 Penalty: 4789.370117
	Iteration 35Q: 3 clusters Score -1933030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1933035.250000 Penalty: 4789.370117
	Iteration 36Q: 3 clusters Score -1933035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1933034.750000 Penalty: 4789.370117
	Iteration 37Q: 3 clusters Score -1933035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1933042.250000 Penalty: 4789.370117
	Iteration 38Q: 3 clusters Score -1933042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1933043.625000 Penalty: 4789.370117
	Iteration 39Q: 3 clusters Score -1933044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1933046.625000 Penalty: 4789.370117
	Iteration 40F: 3 clusters Score -1933047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1933052.000000 Penalty: 4789.370117
	Iteration 41Q: 3 clusters Score -1933052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1933048.125000 Penalty: 4789.370117
	Iteration 42Q: 3 clusters Score -1933048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1933049.500000 Penalty: 4789.370117
	Iteration 43Q: 3 clusters Score -1933050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1933055.750000 Penalty: 4789.370117
	Iteration 44Q: 3 clusters Score -1933056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1933058.875000 Penalty: 4789.370117
	Iteration 45Q: 3 clusters Score -1933059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1933061.750000 Penalty: 4789.370117
	Iteration 46Q: 3 clusters Score -1933062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1933060.500000 Penalty: 4789.370117
	Iteration 47Q: 3 clusters Score -1933060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1933058.125000 Penalty: 4789.370117
	Iteration 48Q: 3 clusters Score -1933058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1933057.250000 Penalty: 4789.370117
	Iteration 49Q: 3 clusters Score -1933057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1933062.000000 Penalty: 4789.370117
	Iteration 50Q: 3 clusters Score -1933062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1933057.750000 Penalty: 4789.370117
	Iteration 51Q: 3 clusters Score -1933058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1933058.500000 Penalty: 4789.370117
	Iteration 52Q: 3 clusters Score -1933058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1933060.500000 Penalty: 4789.370117
	Iteration 53Q: 3 clusters Score -1933060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1933061.250000 Penalty: 4789.370117
	Iteration 54Q: 3 clusters Score -1933061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1933062.375000 Penalty: 4789.370117
	Iteration 55Q: 3 clusters Score -1933062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1933063.875000 Penalty: 4789.370117
	Iteration 56Q: 3 clusters Score -1933064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1933064.625000 Penalty: 4789.370117
	Iteration 57Q: 3 clusters Score -1933065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1933064.625000 Penalty: 4789.370117
	Iteration 58F: 3 clusters Score -1933065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -896058.062500 Penalty: 2204.343262
	Iteration 0F: 2 clusters Score -896058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -890098.375000 Penalty: 4408.686523
	Iteration 0F: 3 clusters Score -890098.4 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -891730.625000 Penalty: 4408.686523
	Iteration 1F: 3 clusters Score -891730.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -892160.125000 Penalty: 4408.686523
	Iteration 2F: 3 clusters Score -892160.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -892602.750000 Penalty: 4408.686523
	Iteration 3F: 3 clusters Score -892602.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -893106.875000 Penalty: 4408.686523
	Iteration 4F: 3 clusters Score -893106.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -893546.437500 Penalty: 4408.686523
	Iteration 5F: 3 clusters Score -893546.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -893845.687500 Penalty: 4408.686523
	Iteration 6F: 3 clusters Score -893845.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -894012.000000 Penalty: 4408.686523
	Iteration 7Q: 3 clusters Score -894012 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -894106.812500 Penalty: 4408.686523
	Iteration 8Q: 3 clusters Score -894106.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -894168.625000 Penalty: 4408.686523
	Iteration 9Q: 3 clusters Score -894168.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -894210.750000 Penalty: 4408.686523
	Iteration 10Q: 3 clusters Score -894210.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -894233.312500 Penalty: 4408.686523
	Iteration 11Q: 3 clusters Score -894233.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -894248.437500 Penalty: 4408.686523
	Iteration 12Q: 3 clusters Score -894248.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -894258.875000 Penalty: 4408.686523
	Iteration 13Q: 3 clusters Score -894258.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -894268.125000 Penalty: 4408.686523
	Iteration 14Q: 3 clusters Score -894268.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -894276.750000 Penalty: 4408.686523
	Iteration 15Q: 3 clusters Score -894276.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -894282.000000 Penalty: 4408.686523
	Iteration 16Q: 3 clusters Score -894282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -894287.312500 Penalty: 4408.686523
	Iteration 17Q: 3 clusters Score -894287.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -894292.687500 Penalty: 4408.686523
	Iteration 18Q: 3 clusters Score -894292.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -894301.437500 Penalty: 4408.686523
	Iteration 19Q: 3 clusters Score -894301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -894308.250000 Penalty: 4408.686523
	Iteration 20F: 3 clusters Score -894308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -894307.750000 Penalty: 4408.686523
	Iteration 21Q: 3 clusters Score -894307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -894310.562500 Penalty: 4408.686523
	Iteration 22Q: 3 clusters Score -894310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -894313.312500 Penalty: 4408.686523
	Iteration 23Q: 3 clusters Score -894313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -894311.812500 Penalty: 4408.686523
	Iteration 24Q: 3 clusters Score -894311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -894316.687500 Penalty: 4408.686523
	Iteration 25Q: 3 clusters Score -894316.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -894315.375000 Penalty: 4408.686523
	Iteration 26Q: 3 clusters Score -894315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -894315.437500 Penalty: 4408.686523
	Iteration 27Q: 3 clusters Score -894315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -894316.625000 Penalty: 4408.686523
	Iteration 28Q: 3 clusters Score -894316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -894317.125000 Penalty: 4408.686523
	Iteration 29Q: 3 clusters Score -894317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -894318.125000 Penalty: 4408.686523
	Iteration 30Q: 3 clusters Score -894318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -894318.375000 Penalty: 4408.686523
	Iteration 31Q: 3 clusters Score -894318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -894318.812500 Penalty: 4408.686523
	Iteration 32Q: 3 clusters Score -894318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -894317.125000 Penalty: 4408.686523
	Iteration 33Q: 3 clusters Score -894317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -894318.687500 Penalty: 4408.686523
	Iteration 34Q: 3 clusters Score -894318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -894318.000000 Penalty: 4408.686523
	Iteration 35Q: 3 clusters Score -894318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -894318.000000 Penalty: 4408.686523
	Iteration 36F: 3 clusters Score -894318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -718632.250000 Penalty: 2149.584473
	Iteration 0F: 2 clusters Score -718632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -713684.187500 Penalty: 4299.168945
	Iteration 0F: 3 clusters Score -713684.2 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -714892.875000 Penalty: 4299.168945
	Iteration 1F: 3 clusters Score -714892.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -715124.875000 Penalty: 4299.168945
	Iteration 2F: 3 clusters Score -715124.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -715253.062500 Penalty: 4299.168945
	Iteration 3Q: 3 clusters Score -715253.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -715359.187500 Penalty: 4299.168945
	Iteration 4Q: 3 clusters Score -715359.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -715473.187500 Penalty: 4299.168945
	Iteration 5Q: 3 clusters Score -715473.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -715574.437500 Penalty: 4299.168945
	Iteration 6Q: 3 clusters Score -715574.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -715663.750000 Penalty: 4299.168945
	Iteration 7Q: 3 clusters Score -715663.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -715760.125000 Penalty: 4299.168945
	Iteration 8Q: 3 clusters Score -715760.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -715865.750000 Penalty: 4299.168945
	Iteration 9Q: 3 clusters Score -715865.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -716000.312500 Penalty: 4299.168945
	Iteration 10Q: 3 clusters Score -716000.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -716159.437500 Penalty: 4299.168945
	Iteration 11Q: 3 clusters Score -716159.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -716348.562500 Penalty: 4299.168945
	Iteration 12Q: 3 clusters Score -716348.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -716574.000000 Penalty: 4299.168945
	Iteration 13Q: 3 clusters Score -716574 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -716811.687500 Penalty: 4299.168945
	Iteration 14Q: 3 clusters Score -716811.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -717060.937500 Penalty: 4299.168945
	Iteration 15Q: 3 clusters Score -717060.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -717262.250000 Penalty: 4299.168945
	Iteration 16Q: 3 clusters Score -717262.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -717371.500000 Penalty: 4299.168945
	Iteration 17Q: 3 clusters Score -717371.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -717437.875000 Penalty: 4299.168945
	Iteration 18Q: 3 clusters Score -717437.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -717472.312500 Penalty: 4299.168945
	Iteration 19Q: 3 clusters Score -717472.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -717491.625000 Penalty: 4299.168945
	Iteration 20F: 3 clusters Score -717491.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -717507.000000 Penalty: 4299.168945
	Iteration 21Q: 3 clusters Score -717507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -717518.062500 Penalty: 4299.168945
	Iteration 22Q: 3 clusters Score -717518.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -717525.750000 Penalty: 4299.168945
	Iteration 23Q: 3 clusters Score -717525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -717529.437500 Penalty: 4299.168945
	Iteration 24Q: 3 clusters Score -717529.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -717537.187500 Penalty: 4299.168945
	Iteration 25Q: 3 clusters Score -717537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -717540.812500 Penalty: 4299.168945
	Iteration 26Q: 3 clusters Score -717540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -717546.187500 Penalty: 4299.168945
	Iteration 27Q: 3 clusters Score -717546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -717556.562500 Penalty: 4299.168945
	Iteration 28Q: 3 clusters Score -717556.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -717567.062500 Penalty: 4299.168945
	Iteration 29Q: 3 clusters Score -717567.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -717577.062500 Penalty: 4299.168945
	Iteration 30Q: 3 clusters Score -717577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -717582.250000 Penalty: 4299.168945
	Iteration 31Q: 3 clusters Score -717582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -717585.437500 Penalty: 4299.168945
	Iteration 32Q: 3 clusters Score -717585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -717587.812500 Penalty: 4299.168945
	Iteration 33Q: 3 clusters Score -717587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -717589.312500 Penalty: 4299.168945
	Iteration 34Q: 3 clusters Score -717589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -717592.375000 Penalty: 4299.168945
	Iteration 35Q: 3 clusters Score -717592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -717593.625000 Penalty: 4299.168945
	Iteration 36Q: 3 clusters Score -717593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -717595.750000 Penalty: 4299.168945
	Iteration 37Q: 3 clusters Score -717595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -717596.625000 Penalty: 4299.168945
	Iteration 38Q: 3 clusters Score -717596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -717599.187500 Penalty: 4299.168945
	Iteration 39Q: 3 clusters Score -717599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -717597.562500 Penalty: 4299.168945
	Iteration 40F: 3 clusters Score -717597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -717597.625000 Penalty: 4299.168945
	Iteration 41Q: 3 clusters Score -717597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -717597.812500 Penalty: 4299.168945
	Iteration 42Q: 3 clusters Score -717597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -717599.250000 Penalty: 4299.168945
	Iteration 43Q: 3 clusters Score -717599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -717599.937500 Penalty: 4299.168945
	Iteration 44Q: 3 clusters Score -717599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -717599.937500 Penalty: 4299.168945
	Iteration 45Q: 3 clusters Score -717599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -717600.125000 Penalty: 4299.168945
	Iteration 46Q: 3 clusters Score -717600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -717602.625000 Penalty: 4299.168945
	Iteration 47Q: 3 clusters Score -717602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -717603.750000 Penalty: 4299.168945
	Iteration 48Q: 3 clusters Score -717603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -717604.312500 Penalty: 4299.168945
	Iteration 49Q: 3 clusters Score -717604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -717604.500000 Penalty: 4299.168945
	Iteration 50Q: 3 clusters Score -717604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -717604.500000 Penalty: 4299.168945
	Iteration 51F: 3 clusters Score -717604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Entering Unmasked Estep 
Score: -2556703.750000 Penalty: 2464.716064
	Iteration 0F: 2 clusters Score -2556704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2542268.250000 Penalty: 4929.432129
	Iteration 0F: 3 clusters Score -2542268 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2547363.750000 Penalty: 4929.432129
	Iteration 1F: 3 clusters Score -2547364 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2548015.500000 Penalty: 4929.432129
	Iteration 2F: 3 clusters Score -2548016 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2548737.500000 Penalty: 4929.432129
	Iteration 3F: 3 clusters Score -2548738 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2549560.750000 Penalty: 4929.432129
	Iteration 4F: 3 clusters Score -2549561 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2550490.000000 Penalty: 4929.432129
	Iteration 5F: 3 clusters Score -2550490 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2551459.500000 Penalty: 4929.432129
	Iteration 6F: 3 clusters Score -2551460 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2552545.500000 Penalty: 4929.432129
	Iteration 7F: 3 clusters Score -2552546 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2553429.000000 Penalty: 4929.432129
	Iteration 8F: 3 clusters Score -2553429 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2553989.250000 Penalty: 4929.432129
	Iteration 9Q: 3 clusters Score -2553989 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2554298.000000 Penalty: 4929.432129
	Iteration 10Q: 3 clusters Score -2554298 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2554465.000000 Penalty: 4929.432129
	Iteration 11Q: 3 clusters Score -2554465 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2554589.000000 Penalty: 4929.432129
	Iteration 12Q: 3 clusters Score -2554589 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2554679.750000 Penalty: 4929.432129
	Iteration 13Q: 3 clusters Score -2554680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2554746.250000 Penalty: 4929.432129
	Iteration 14Q: 3 clusters Score -2554746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2554802.000000 Penalty: 4929.432129
	Iteration 15Q: 3 clusters Score -2554802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2554832.250000 Penalty: 4929.432129
	Iteration 16Q: 3 clusters Score -2554832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2554858.250000 Penalty: 4929.432129
	Iteration 17Q: 3 clusters Score -2554858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2554883.250000 Penalty: 4929.432129
	Iteration 18Q: 3 clusters Score -2554883 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2554907.500000 Penalty: 4929.432129
	Iteration 19Q: 3 clusters Score -2554908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2554932.750000 Penalty: 4929.432129
	Iteration 20F: 3 clusters Score -2554933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2554950.250000 Penalty: 4929.432129
	Iteration 21Q: 3 clusters Score -2554950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2554971.500000 Penalty: 4929.432129
	Iteration 22Q: 3 clusters Score -2554972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2554987.500000 Penalty: 4929.432129
	Iteration 23Q: 3 clusters Score -2554988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2554997.500000 Penalty: 4929.432129
	Iteration 24Q: 3 clusters Score -2554998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2555005.500000 Penalty: 4929.432129
	Iteration 25Q: 3 clusters Score -2555006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2555020.750000 Penalty: 4929.432129
	Iteration 26Q: 3 clusters Score -2555021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2555045.250000 Penalty: 4929.432129
	Iteration 27Q: 3 clusters Score -2555045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2555047.500000 Penalty: 4929.432129
	Iteration 28Q: 3 clusters Score -2555048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2555066.500000 Penalty: 4929.432129
	Iteration 29Q: 3 clusters Score -2555066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2555078.500000 Penalty: 4929.432129
	Iteration 30Q: 3 clusters Score -2555078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2555077.750000 Penalty: 4929.432129
	Iteration 31Q: 3 clusters Score -2555078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2555093.500000 Penalty: 4929.432129
	Iteration 32Q: 3 clusters Score -2555094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2555116.250000 Penalty: 4929.432129
	Iteration 33Q: 3 clusters Score -2555116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2555132.250000 Penalty: 4929.432129
	Iteration 34Q: 3 clusters Score -2555132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2555148.750000 Penalty: 4929.432129
	Iteration 35Q: 3 clusters Score -2555149 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2555157.750000 Penalty: 4929.432129
	Iteration 36Q: 3 clusters Score -2555158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2555177.000000 Penalty: 4929.432129
	Iteration 37Q: 3 clusters Score -2555177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2555196.250000 Penalty: 4929.432129
	Iteration 38Q: 3 clusters Score -2555196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2555207.250000 Penalty: 4929.432129
	Iteration 39Q: 3 clusters Score -2555207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2555216.750000 Penalty: 4929.432129
	Iteration 40F: 3 clusters Score -2555217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2555236.750000 Penalty: 4929.432129
	Iteration 41Q: 3 clusters Score -2555237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2555244.000000 Penalty: 4929.432129
	Iteration 42Q: 3 clusters Score -2555244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2555257.500000 Penalty: 4929.432129
	Iteration 43Q: 3 clusters Score -2555258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2555271.250000 Penalty: 4929.432129
	Iteration 44Q: 3 clusters Score -2555271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2555279.250000 Penalty: 4929.432129
	Iteration 45Q: 3 clusters Score -2555279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2555287.750000 Penalty: 4929.432129
	Iteration 46Q: 3 clusters Score -2555288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2555303.750000 Penalty: 4929.432129
	Iteration 47Q: 3 clusters Score -2555304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2555318.000000 Penalty: 4929.432129
	Iteration 48Q: 3 clusters Score -2555318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2555327.250000 Penalty: 4929.432129
	Iteration 49Q: 3 clusters Score -2555327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2555335.500000 Penalty: 4929.432129
	Iteration 50Q: 3 clusters Score -2555336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2555340.250000 Penalty: 4929.432129
	Iteration 51Q: 3 clusters Score -2555340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2555341.500000 Penalty: 4929.432129
	Iteration 52Q: 3 clusters Score -2555342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2555351.250000 Penalty: 4929.432129
	Iteration 53Q: 3 clusters Score -2555351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2555355.250000 Penalty: 4929.432129
	Iteration 54Q: 3 clusters Score -2555355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2555366.000000 Penalty: 4929.432129
	Iteration 55Q: 3 clusters Score -2555366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2555383.000000 Penalty: 4929.432129
	Iteration 56Q: 3 clusters Score -2555383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2555386.750000 Penalty: 4929.432129
	Iteration 57Q: 3 clusters Score -2555387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2555400.750000 Penalty: 4929.432129
	Iteration 58Q: 3 clusters Score -2555401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2555398.250000 Penalty: 4929.432129
	Iteration 59Q: 3 clusters Score -2555398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2555410.750000 Penalty: 4929.432129
	Iteration 60F: 3 clusters Score -2555411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2555417.000000 Penalty: 4929.432129
	Iteration 61Q: 3 clusters Score -2555417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2555425.000000 Penalty: 4929.432129
	Iteration 62Q: 3 clusters Score -2555425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2555440.750000 Penalty: 4929.432129
	Iteration 63Q: 3 clusters Score -2555441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2555449.250000 Penalty: 4929.432129
	Iteration 64Q: 3 clusters Score -2555449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2555447.500000 Penalty: 4929.432129
	Iteration 65Q: 3 clusters Score -2555448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2555465.250000 Penalty: 4929.432129
	Iteration 66Q: 3 clusters Score -2555465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2555458.000000 Penalty: 4929.432129
	Iteration 67Q: 3 clusters Score -2555458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2555468.000000 Penalty: 4929.432129
	Iteration 68Q: 3 clusters Score -2555468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2555477.250000 Penalty: 4929.432129
	Iteration 69Q: 3 clusters Score -2555477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2555483.000000 Penalty: 4929.432129
	Iteration 70Q: 3 clusters Score -2555483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2555488.000000 Penalty: 4929.432129
	Iteration 71Q: 3 clusters Score -2555488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2555497.750000 Penalty: 4929.432129
	Iteration 72Q: 3 clusters Score -2555498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2555503.750000 Penalty: 4929.432129
	Iteration 73Q: 3 clusters Score -2555504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2555508.500000 Penalty: 4929.432129
	Iteration 74Q: 3 clusters Score -2555508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2555511.500000 Penalty: 4929.432129
	Iteration 75Q: 3 clusters Score -2555512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2555519.750000 Penalty: 4929.432129
	Iteration 76Q: 3 clusters Score -2555520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2555525.250000 Penalty: 4929.432129
	Iteration 77Q: 3 clusters Score -2555525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2555527.000000 Penalty: 4929.432129
	Iteration 78Q: 3 clusters Score -2555527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2555530.500000 Penalty: 4929.432129
	Iteration 79Q: 3 clusters Score -2555530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2555527.000000 Penalty: 4929.432129
	Iteration 80F: 3 clusters Score -2555527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2555521.500000 Penalty: 4929.432129
	Iteration 81Q: 3 clusters Score -2555522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2555520.250000 Penalty: 4929.432129
	Iteration 82Q: 3 clusters Score -2555520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2555522.750000 Penalty: 4929.432129
	Iteration 83Q: 3 clusters Score -2555523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2555524.750000 Penalty: 4929.432129
	Iteration 84Q: 3 clusters Score -2555525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2555519.250000 Penalty: 4929.432129
	Iteration 85Q: 3 clusters Score -2555519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2555524.250000 Penalty: 4929.432129
	Iteration 86Q: 3 clusters Score -2555524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2555522.000000 Penalty: 4929.432129
	Iteration 87Q: 3 clusters Score -2555522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2555532.500000 Penalty: 4929.432129
	Iteration 88Q: 3 clusters Score -2555532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2555529.750000 Penalty: 4929.432129
	Iteration 89Q: 3 clusters Score -2555530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2555533.000000 Penalty: 4929.432129
	Iteration 90Q: 3 clusters Score -2555533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2555536.500000 Penalty: 4929.432129
	Iteration 91Q: 3 clusters Score -2555536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2555536.250000 Penalty: 4929.432129
	Iteration 92Q: 3 clusters Score -2555536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2555534.250000 Penalty: 4929.432129
	Iteration 93Q: 3 clusters Score -2555534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2555540.250000 Penalty: 4929.432129
	Iteration 94Q: 3 clusters Score -2555540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2555541.500000 Penalty: 4929.432129
	Iteration 95Q: 3 clusters Score -2555542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2555546.250000 Penalty: 4929.432129
	Iteration 96Q: 3 clusters Score -2555546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2555541.500000 Penalty: 4929.432129
	Iteration 97Q: 3 clusters Score -2555542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2555543.000000 Penalty: 4929.432129
	Iteration 98Q: 3 clusters Score -2555543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2555546.000000 Penalty: 4929.432129
	Iteration 99Q: 3 clusters Score -2555546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2555546.000000 Penalty: 4929.432129
	Iteration 100F: 3 clusters Score -2555546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22148.673828 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22148.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22382.746094 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22382.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22445.902344 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -22445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22462.261719 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22462.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22476.707031 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -22476.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22488.746094 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -22488.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22490.660156 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -22490.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22490.660156 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -22490.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Entering Unmasked Estep 
Score: -3239198.250000 Penalty: 2519.667725
	Iteration 0F: 2 clusters Score -3239198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3221322.250000 Penalty: 5039.335449
	Iteration 0F: 3 clusters Score -3221322 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3227616.750000 Penalty: 5039.335449
	Iteration 1F: 3 clusters Score -3227617 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3228283.500000 Penalty: 5039.335449
	Iteration 2F: 3 clusters Score -3228284 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3229006.500000 Penalty: 5039.335449
	Iteration 3F: 3 clusters Score -3229006 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3229914.500000 Penalty: 5039.335449
	Iteration 4F: 3 clusters Score -3229914 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3231009.250000 Penalty: 5039.335449
	Iteration 5F: 3 clusters Score -3231009 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3232216.750000 Penalty: 5039.335449
	Iteration 6F: 3 clusters Score -3232217 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3233401.000000 Penalty: 5039.335449
	Iteration 7F: 3 clusters Score -3233401 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3234303.500000 Penalty: 5039.335449
	Iteration 8Q: 3 clusters Score -3234304 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3234930.750000 Penalty: 5039.335449
	Iteration 9Q: 3 clusters Score -3234931 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3235272.500000 Penalty: 5039.335449
	Iteration 10Q: 3 clusters Score -3235272 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3235498.750000 Penalty: 5039.335449
	Iteration 11Q: 3 clusters Score -3235499 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3235673.500000 Penalty: 5039.335449
	Iteration 12Q: 3 clusters Score -3235674 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3235858.250000 Penalty: 5039.335449
	Iteration 13Q: 3 clusters Score -3235858 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3236026.500000 Penalty: 5039.335449
	Iteration 14Q: 3 clusters Score -3236026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3236198.000000 Penalty: 5039.335449
	Iteration 15Q: 3 clusters Score -3236198 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3236389.500000 Penalty: 5039.335449
	Iteration 16Q: 3 clusters Score -3236390 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3236543.000000 Penalty: 5039.335449
	Iteration 17Q: 3 clusters Score -3236543 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3236639.750000 Penalty: 5039.335449
	Iteration 18Q: 3 clusters Score -3236640 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3236723.500000 Penalty: 5039.335449
	Iteration 19Q: 3 clusters Score -3236724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3236781.250000 Penalty: 5039.335449
	Iteration 20F: 3 clusters Score -3236781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3236828.750000 Penalty: 5039.335449
	Iteration 21Q: 3 clusters Score -3236829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3236868.500000 Penalty: 5039.335449
	Iteration 22Q: 3 clusters Score -3236868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3236905.500000 Penalty: 5039.335449
	Iteration 23Q: 3 clusters Score -3236906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3236934.250000 Penalty: 5039.335449
	Iteration 24Q: 3 clusters Score -3236934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3236975.750000 Penalty: 5039.335449
	Iteration 25Q: 3 clusters Score -3236976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3236996.500000 Penalty: 5039.335449
	Iteration 26Q: 3 clusters Score -3236996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3237023.500000 Penalty: 5039.335449
	Iteration 27Q: 3 clusters Score -3237024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3237045.750000 Penalty: 5039.335449
	Iteration 28Q: 3 clusters Score -3237046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3237072.500000 Penalty: 5039.335449
	Iteration 29Q: 3 clusters Score -3237072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3237087.000000 Penalty: 5039.335449
	Iteration 30Q: 3 clusters Score -3237087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3237121.500000 Penalty: 5039.335449
	Iteration 31Q: 3 clusters Score -3237122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3237147.750000 Penalty: 5039.335449
	Iteration 32Q: 3 clusters Score -3237148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3237166.750000 Penalty: 5039.335449
	Iteration 33Q: 3 clusters Score -3237167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3237171.000000 Penalty: 5039.335449
	Iteration 34Q: 3 clusters Score -3237171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3237188.000000 Penalty: 5039.335449
	Iteration 35Q: 3 clusters Score -3237188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3237192.000000 Penalty: 5039.335449
	Iteration 36Q: 3 clusters Score -3237192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3237199.250000 Penalty: 5039.335449
	Iteration 37Q: 3 clusters Score -3237199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3237207.500000 Penalty: 5039.335449
	Iteration 38Q: 3 clusters Score -3237208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3237216.250000 Penalty: 5039.335449
	Iteration 39Q: 3 clusters Score -3237216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3237218.750000 Penalty: 5039.335449
	Iteration 40F: 3 clusters Score -3237219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3237223.750000 Penalty: 5039.335449
	Iteration 41Q: 3 clusters Score -3237224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3237228.750000 Penalty: 5039.335449
	Iteration 42Q: 3 clusters Score -3237229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3237231.750000 Penalty: 5039.335449
	Iteration 43Q: 3 clusters Score -3237232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3237238.000000 Penalty: 5039.335449
	Iteration 44Q: 3 clusters Score -3237238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3237235.000000 Penalty: 5039.335449
	Iteration 45Q: 3 clusters Score -3237235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3237244.000000 Penalty: 5039.335449
	Iteration 46Q: 3 clusters Score -3237244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3237246.250000 Penalty: 5039.335449
	Iteration 47Q: 3 clusters Score -3237246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3237249.500000 Penalty: 5039.335449
	Iteration 48Q: 3 clusters Score -3237250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3237247.000000 Penalty: 5039.335449
	Iteration 49Q: 3 clusters Score -3237247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3237249.000000 Penalty: 5039.335449
	Iteration 50Q: 3 clusters Score -3237249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3237257.000000 Penalty: 5039.335449
	Iteration 51Q: 3 clusters Score -3237257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3237260.750000 Penalty: 5039.335449
	Iteration 52Q: 3 clusters Score -3237261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3237263.750000 Penalty: 5039.335449
	Iteration 53Q: 3 clusters Score -3237264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3237270.000000 Penalty: 5039.335449
	Iteration 54Q: 3 clusters Score -3237270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3237268.250000 Penalty: 5039.335449
	Iteration 55Q: 3 clusters Score -3237268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3237268.000000 Penalty: 5039.335449
	Iteration 56Q: 3 clusters Score -3237268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3237277.250000 Penalty: 5039.335449
	Iteration 57Q: 3 clusters Score -3237277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3237284.750000 Penalty: 5039.335449
	Iteration 58Q: 3 clusters Score -3237285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3237289.250000 Penalty: 5039.335449
	Iteration 59Q: 3 clusters Score -3237289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3237294.000000 Penalty: 5039.335449
	Iteration 60F: 3 clusters Score -3237294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3237290.750000 Penalty: 5039.335449
	Iteration 61Q: 3 clusters Score -3237291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3237296.750000 Penalty: 5039.335449
	Iteration 62Q: 3 clusters Score -3237297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3237301.500000 Penalty: 5039.335449
	Iteration 63Q: 3 clusters Score -3237302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3237308.000000 Penalty: 5039.335449
	Iteration 64Q: 3 clusters Score -3237308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3237310.250000 Penalty: 5039.335449
	Iteration 65Q: 3 clusters Score -3237310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3237312.000000 Penalty: 5039.335449
	Iteration 66Q: 3 clusters Score -3237312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3237328.250000 Penalty: 5039.335449
	Iteration 67Q: 3 clusters Score -3237328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3237320.250000 Penalty: 5039.335449
	Iteration 68Q: 3 clusters Score -3237320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3237326.000000 Penalty: 5039.335449
	Iteration 69Q: 3 clusters Score -3237326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3237337.500000 Penalty: 5039.335449
	Iteration 70Q: 3 clusters Score -3237338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3237344.750000 Penalty: 5039.335449
	Iteration 71Q: 3 clusters Score -3237345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3237344.500000 Penalty: 5039.335449
	Iteration 72Q: 3 clusters Score -3237344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3237348.250000 Penalty: 5039.335449
	Iteration 73Q: 3 clusters Score -3237348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3237353.250000 Penalty: 5039.335449
	Iteration 74Q: 3 clusters Score -3237353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3237351.750000 Penalty: 5039.335449
	Iteration 75Q: 3 clusters Score -3237352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3237349.250000 Penalty: 5039.335449
	Iteration 76Q: 3 clusters Score -3237349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3237354.000000 Penalty: 5039.335449
	Iteration 77Q: 3 clusters Score -3237354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3237362.500000 Penalty: 5039.335449
	Iteration 78Q: 3 clusters Score -3237362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3237364.750000 Penalty: 5039.335449
	Iteration 79Q: 3 clusters Score -3237365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3237367.750000 Penalty: 5039.335449
	Iteration 80F: 3 clusters Score -3237368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3237376.750000 Penalty: 5039.335449
	Iteration 81Q: 3 clusters Score -3237377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3237374.750000 Penalty: 5039.335449
	Iteration 82Q: 3 clusters Score -3237375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3237387.750000 Penalty: 5039.335449
	Iteration 83Q: 3 clusters Score -3237388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3237393.000000 Penalty: 5039.335449
	Iteration 84Q: 3 clusters Score -3237393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3237393.250000 Penalty: 5039.335449
	Iteration 85Q: 3 clusters Score -3237393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3237403.000000 Penalty: 5039.335449
	Iteration 86Q: 3 clusters Score -3237403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3237411.750000 Penalty: 5039.335449
	Iteration 87Q: 3 clusters Score -3237412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3237414.250000 Penalty: 5039.335449
	Iteration 88Q: 3 clusters Score -3237414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3237427.750000 Penalty: 5039.335449
	Iteration 89Q: 3 clusters Score -3237428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3237435.250000 Penalty: 5039.335449
	Iteration 90Q: 3 clusters Score -3237435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3237438.250000 Penalty: 5039.335449
	Iteration 91Q: 3 clusters Score -3237438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3237442.250000 Penalty: 5039.335449
	Iteration 92Q: 3 clusters Score -3237442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3237447.250000 Penalty: 5039.335449
	Iteration 93Q: 3 clusters Score -3237447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3237446.250000 Penalty: 5039.335449
	Iteration 94Q: 3 clusters Score -3237446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3237451.000000 Penalty: 5039.335449
	Iteration 95Q: 3 clusters Score -3237451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3237453.500000 Penalty: 5039.335449
	Iteration 96Q: 3 clusters Score -3237454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3237448.500000 Penalty: 5039.335449
	Iteration 97Q: 3 clusters Score -3237448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3237453.000000 Penalty: 5039.335449
	Iteration 98Q: 3 clusters Score -3237453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3237448.750000 Penalty: 5039.335449
	Iteration 99Q: 3 clusters Score -3237449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3237448.000000 Penalty: 5039.335449
	Iteration 100F: 3 clusters Score -3237448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -649171.062500 Penalty: 2132.541260
	Iteration 0F: 2 clusters Score -649171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -644381.937500 Penalty: 4265.082520
	Iteration 0F: 3 clusters Score -644381.9 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -645802.562500 Penalty: 4265.082520
	Iteration 1F: 3 clusters Score -645802.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -646401.312500 Penalty: 4265.082520
	Iteration 2F: 3 clusters Score -646401.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -647132.500000 Penalty: 4265.082520
	Iteration 3F: 3 clusters Score -647132.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -647904.125000 Penalty: 4265.082520
	Iteration 4F: 3 clusters Score -647904.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -648593.125000 Penalty: 4265.082520
	Iteration 5F: 3 clusters Score -648593.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -649035.250000 Penalty: 4265.082520
	Iteration 6F: 3 clusters Score -649035.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -649321.812500 Penalty: 4265.082520
	Iteration 7Q: 3 clusters Score -649321.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -649504.187500 Penalty: 4265.082520
	Iteration 8Q: 3 clusters Score -649504.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -649637.562500 Penalty: 4265.082520
	Iteration 9Q: 3 clusters Score -649637.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -649717.562500 Penalty: 4265.082520
	Iteration 10Q: 3 clusters Score -649717.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -649781.375000 Penalty: 4265.082520
	Iteration 11Q: 3 clusters Score -649781.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -649848.187500 Penalty: 4265.082520
	Iteration 12Q: 3 clusters Score -649848.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -649907.250000 Penalty: 4265.082520
	Iteration 13Q: 3 clusters Score -649907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -649952.375000 Penalty: 4265.082520
	Iteration 14Q: 3 clusters Score -649952.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -649995.687500 Penalty: 4265.082520
	Iteration 15Q: 3 clusters Score -649995.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -650036.187500 Penalty: 4265.082520
	Iteration 16Q: 3 clusters Score -650036.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -650069.187500 Penalty: 4265.082520
	Iteration 17Q: 3 clusters Score -650069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -650091.937500 Penalty: 4265.082520
	Iteration 18Q: 3 clusters Score -650091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -650110.750000 Penalty: 4265.082520
	Iteration 19Q: 3 clusters Score -650110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -650121.062500 Penalty: 4265.082520
	Iteration 20F: 3 clusters Score -650121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -650126.062500 Penalty: 4265.082520
	Iteration 21Q: 3 clusters Score -650126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -650125.562500 Penalty: 4265.082520
	Iteration 22Q: 3 clusters Score -650125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -650127.437500 Penalty: 4265.082520
	Iteration 23Q: 3 clusters Score -650127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -650127.437500 Penalty: 4265.082520
	Iteration 24F: 3 clusters Score -650127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 3255 members 
Entering Unmasked Estep 
Score: -134488576.000000 Penalty: 252057.234375
Splitting cluster 32 changes total score from -134488992.000000 to -134488576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -1142991.250000 Penalty: 2292.024170
	Iteration 0F: 2 clusters Score -1142991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1135087.750000 Penalty: 4584.048340
	Iteration 0F: 3 clusters Score -1135088 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1137636.000000 Penalty: 4584.048340
	Iteration 1F: 3 clusters Score -1137636 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1138190.750000 Penalty: 4584.048340
	Iteration 2F: 3 clusters Score -1138191 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1138678.000000 Penalty: 4584.048340
	Iteration 3F: 3 clusters Score -1138678 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1139241.125000 Penalty: 4584.048340
	Iteration 4F: 3 clusters Score -1139241 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1139804.000000 Penalty: 4584.048340
	Iteration 5F: 3 clusters Score -1139804 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1140237.125000 Penalty: 4584.048340
	Iteration 6F: 3 clusters Score -1140237 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1140559.750000 Penalty: 4584.048340
	Iteration 7Q: 3 clusters Score -1140560 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1140761.125000 Penalty: 4584.048340
	Iteration 8Q: 3 clusters Score -1140761 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1140904.500000 Penalty: 4584.048340
	Iteration 9Q: 3 clusters Score -1140904 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1141023.750000 Penalty: 4584.048340
	Iteration 10Q: 3 clusters Score -1141024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1141120.000000 Penalty: 4584.048340
	Iteration 11Q: 3 clusters Score -1141120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1141204.500000 Penalty: 4584.048340
	Iteration 12Q: 3 clusters Score -1141204 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1141260.625000 Penalty: 4584.048340
	Iteration 13Q: 3 clusters Score -1141261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1141303.875000 Penalty: 4584.048340
	Iteration 14Q: 3 clusters Score -1141304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1141349.625000 Penalty: 4584.048340
	Iteration 15Q: 3 clusters Score -1141350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1141382.250000 Penalty: 4584.048340
	Iteration 16Q: 3 clusters Score -1141382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1141408.625000 Penalty: 4584.048340
	Iteration 17Q: 3 clusters Score -1141409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1141424.500000 Penalty: 4584.048340
	Iteration 18Q: 3 clusters Score -1141424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1141440.250000 Penalty: 4584.048340
	Iteration 19Q: 3 clusters Score -1141440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1141458.500000 Penalty: 4584.048340
	Iteration 20F: 3 clusters Score -1141458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1141474.250000 Penalty: 4584.048340
	Iteration 21Q: 3 clusters Score -1141474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1141485.750000 Penalty: 4584.048340
	Iteration 22Q: 3 clusters Score -1141486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1141506.125000 Penalty: 4584.048340
	Iteration 23Q: 3 clusters Score -1141506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1141521.000000 Penalty: 4584.048340
	Iteration 24Q: 3 clusters Score -1141521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1141532.250000 Penalty: 4584.048340
	Iteration 25Q: 3 clusters Score -1141532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1141554.375000 Penalty: 4584.048340
	Iteration 26Q: 3 clusters Score -1141554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1141573.125000 Penalty: 4584.048340
	Iteration 27Q: 3 clusters Score -1141573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1141593.250000 Penalty: 4584.048340
	Iteration 28Q: 3 clusters Score -1141593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1141607.375000 Penalty: 4584.048340
	Iteration 29Q: 3 clusters Score -1141607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1141625.250000 Penalty: 4584.048340
	Iteration 30Q: 3 clusters Score -1141625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1141637.500000 Penalty: 4584.048340
	Iteration 31Q: 3 clusters Score -1141638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1141652.375000 Penalty: 4584.048340
	Iteration 32Q: 3 clusters Score -1141652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1141654.625000 Penalty: 4584.048340
	Iteration 33Q: 3 clusters Score -1141655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1141663.125000 Penalty: 4584.048340
	Iteration 34Q: 3 clusters Score -1141663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1141669.625000 Penalty: 4584.048340
	Iteration 35Q: 3 clusters Score -1141670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1141672.000000 Penalty: 4584.048340
	Iteration 36Q: 3 clusters Score -1141672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1141675.250000 Penalty: 4584.048340
	Iteration 37Q: 3 clusters Score -1141675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1141679.250000 Penalty: 4584.048340
	Iteration 38Q: 3 clusters Score -1141679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1141683.875000 Penalty: 4584.048340
	Iteration 39Q: 3 clusters Score -1141684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1141686.875000 Penalty: 4584.048340
	Iteration 40F: 3 clusters Score -1141687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1141689.750000 Penalty: 4584.048340
	Iteration 41Q: 3 clusters Score -1141690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1141690.625000 Penalty: 4584.048340
	Iteration 42Q: 3 clusters Score -1141691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1141690.375000 Penalty: 4584.048340
	Iteration 43Q: 3 clusters Score -1141690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1141692.750000 Penalty: 4584.048340
	Iteration 44Q: 3 clusters Score -1141693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1141694.625000 Penalty: 4584.048340
	Iteration 45Q: 3 clusters Score -1141695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1141692.750000 Penalty: 4584.048340
	Iteration 46Q: 3 clusters Score -1141693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1141691.375000 Penalty: 4584.048340
	Iteration 47Q: 3 clusters Score -1141691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1141694.500000 Penalty: 4584.048340
	Iteration 48Q: 3 clusters Score -1141694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1141696.625000 Penalty: 4584.048340
	Iteration 49Q: 3 clusters Score -1141697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1141695.250000 Penalty: 4584.048340
	Iteration 50Q: 3 clusters Score -1141695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1141697.875000 Penalty: 4584.048340
	Iteration 51Q: 3 clusters Score -1141698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1141695.625000 Penalty: 4584.048340
	Iteration 52Q: 3 clusters Score -1141696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1141695.625000 Penalty: 4584.048340
	Iteration 53F: 3 clusters Score -1141696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1498992.750000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1498993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1489932.000000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1489932 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1492875.875000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1492876 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1493472.750000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1493473 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1494134.750000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1494135 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1494834.125000 Penalty: 4668.744629
	Iteration 4F: 3 clusters Score -1494834 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1495474.125000 Penalty: 4668.744629
	Iteration 5F: 3 clusters Score -1495474 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1495929.000000 Penalty: 4668.744629
	Iteration 6F: 3 clusters Score -1495929 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1496288.125000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1496288 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1496551.500000 Penalty: 4668.744629
	Iteration 8Q: 3 clusters Score -1496552 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1496768.750000 Penalty: 4668.744629
	Iteration 9Q: 3 clusters Score -1496769 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1496972.500000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1496972 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1497189.000000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1497189 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1497423.750000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1497424 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1497692.750000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1497693 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1498002.375000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1498002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1498240.250000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1498240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1498434.625000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1498435 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1498587.625000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1498588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1498709.500000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1498710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1498856.875000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1498857 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1499011.625000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1499012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1499225.375000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1499225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1499532.500000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1499532 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1499826.500000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1499826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1500001.125000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1500001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1500074.750000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1500075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1500105.625000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1500106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1500120.250000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1500120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1500125.250000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1500125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1500131.125000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1500131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1500133.500000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1500134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1500133.250000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1500133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1500134.625000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1500135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1500132.125000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1500132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1500133.250000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1500133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1500139.875000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1500140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1500136.250000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1500136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1500139.625000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1500140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1500140.750000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1500141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1500144.625000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1500145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1500147.375000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1500147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1500150.750000 Penalty: 4668.744629
	Iteration 41Q: 3 clusters Score -1500151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1500158.875000 Penalty: 4668.744629
	Iteration 42Q: 3 clusters Score -1500159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1500161.000000 Penalty: 4668.744629
	Iteration 43Q: 3 clusters Score -1500161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1500163.375000 Penalty: 4668.744629
	Iteration 44Q: 3 clusters Score -1500163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1500162.875000 Penalty: 4668.744629
	Iteration 45Q: 3 clusters Score -1500163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1500162.125000 Penalty: 4668.744629
	Iteration 46Q: 3 clusters Score -1500162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1500164.625000 Penalty: 4668.744629
	Iteration 47Q: 3 clusters Score -1500165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1500165.375000 Penalty: 4668.744629
	Iteration 48Q: 3 clusters Score -1500165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1500165.375000 Penalty: 4668.744629
	Iteration 49F: 3 clusters Score -1500165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 7566 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 4678 members 
Entering Unmasked Estep 
Score: -134488592.000000 Penalty: 252057.234375
Splitting cluster 34 changes total score from -134488992.000000 to -134488592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -138254.359375 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -138254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136155.453125 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -136155.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136470.875000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -136470.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136557.328125 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -136557.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136613.109375 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -136613.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136658.781250 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -136658.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136689.968750 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -136690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136713.687500 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -136713.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136733.796875 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -136733.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136759.250000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -136759.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136798.703125 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -136798.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136833.890625 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -136833.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -136867.390625 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -136867.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136898.734375 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -136898.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136920.437500 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -136920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136944.328125 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -136944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136962.203125 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -136962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136974.890625 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -136974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136989.671875 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -136989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137003.812500 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -137003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137020.250000 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -137020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137034.875000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -137034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137047.750000 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -137047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137060.250000 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -137060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137077.156250 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -137077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137088.921875 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -137088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137095.906250 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -137095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137101.640625 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -137101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137106.453125 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -137106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137111.406250 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -137111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137115.593750 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -137115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137122.515625 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -137122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137122.515625 Penalty: 3514.606934
	Iteration 31F: 3 clusters Score -137122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -409798.343750 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409798.3 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -410489.593750 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410489.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -410657.937500 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410657.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -410756.187500 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410756.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -410841.906250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410841.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -410895.250000 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410895.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -410938.187500 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -410938.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -410965.343750 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -410965.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -410988.187500 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -410988.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -411006.531250 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -411006.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -411030.718750 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411030.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -411051.406250 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411051.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -411068.531250 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411068.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -411082.156250 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411082.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -411096.468750 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411096.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -411114.906250 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411114.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -411124.375000 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -411135.656250 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411135.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -411142.937500 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -411150.937500 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -411156.718750 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -411160.968750 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -411164.250000 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -411168.000000 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -411170.312500 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -411172.687500 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -411171.843750 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -411171.843750 Penalty: 4020.382080
	Iteration 27F: 3 clusters Score -411171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -175048.421875 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -175048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -172651.109375 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -172651.1 nChanged 567
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: -173331.500000 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -173331.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173626.250000 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -173626.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -173804.203125 Penalty: 3708.891846
	Iteration 3F: 3 clusters Score -173804.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -173933.593750 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -173933.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -174061.046875 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -174061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174193.875000 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -174193.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -174282.968750 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -174283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174353.671875 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -174353.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -174423.578125 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -174423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174481.468750 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -174481.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174517.312500 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -174517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174541.015625 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -174541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174564.843750 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -174564.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174579.156250 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -174579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -174591.453125 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -174591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174603.796875 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -174603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174612.750000 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -174612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174625.906250 Penalty: 3708.891846
	Iteration 18Q: 3 clusters Score -174625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174639.015625 Penalty: 3708.891846
	Iteration 19Q: 3 clusters Score -174639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174646.781250 Penalty: 3708.891846
	Iteration 20F: 3 clusters Score -174646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -174656.953125 Penalty: 3708.891846
	Iteration 21Q: 3 clusters Score -174657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174663.343750 Penalty: 3708.891846
	Iteration 22Q: 3 clusters Score -174663.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174668.125000 Penalty: 3708.891846
	Iteration 23Q: 3 clusters Score -174668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174669.843750 Penalty: 3708.891846
	Iteration 24Q: 3 clusters Score -174669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174670.640625 Penalty: 3708.891846
	Iteration 25Q: 3 clusters Score -174670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174670.640625 Penalty: 3708.891846
	Iteration 26F: 3 clusters Score -174670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -512284.937500 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -512284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -508255.187500 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -508255.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -509178.562500 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -509178.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -509378.781250 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -509378.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -509516.656250 Penalty: 4144.151855
	Iteration 3Q: 3 clusters Score -509516.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -509668.031250 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -509668 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -509810.875000 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -509810.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -509953.937500 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -509953.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -510087.468750 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -510087.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -510209.812500 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -510209.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -510306.562500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -510306.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -510382.312500 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -510382.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -510434.031250 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -510434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -510467.656250 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -510467.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -510486.531250 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -510486.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -510499.875000 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -510499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -510512.250000 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -510512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -510521.000000 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -510521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -510526.187500 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -510526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -510530.906250 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -510530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -510535.343750 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -510535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -510538.968750 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -510539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -510542.593750 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -510542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -510545.406250 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -510545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -510549.718750 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -510549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -510552.843750 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -510552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -510553.593750 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -510553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -510553.937500 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -510553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -510554.687500 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -510554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -510553.875000 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -510553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -510553.875000 Penalty: 4144.151855
	Iteration 29F: 3 clusters Score -510553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -877957.937500 Penalty: 2201.936523
	Iteration 0F: 2 clusters Score -877957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -872015.250000 Penalty: 4403.873047
	Iteration 0F: 3 clusters Score -872015.2 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -873749.437500 Penalty: 4403.873047
	Iteration 1F: 3 clusters Score -873749.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -874237.625000 Penalty: 4403.873047
	Iteration 2F: 3 clusters Score -874237.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -874703.000000 Penalty: 4403.873047
	Iteration 3F: 3 clusters Score -874703 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -875109.062500 Penalty: 4403.873047
	Iteration 4F: 3 clusters Score -875109.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -875551.437500 Penalty: 4403.873047
	Iteration 5F: 3 clusters Score -875551.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -875971.187500 Penalty: 4403.873047
	Iteration 6F: 3 clusters Score -875971.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -876299.500000 Penalty: 4403.873047
	Iteration 7Q: 3 clusters Score -876299.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -876555.375000 Penalty: 4403.873047
	Iteration 8Q: 3 clusters Score -876555.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -876739.500000 Penalty: 4403.873047
	Iteration 9Q: 3 clusters Score -876739.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -876892.437500 Penalty: 4403.873047
	Iteration 10Q: 3 clusters Score -876892.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -877018.125000 Penalty: 4403.873047
	Iteration 11Q: 3 clusters Score -877018.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -877141.437500 Penalty: 4403.873047
	Iteration 12Q: 3 clusters Score -877141.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -877274.750000 Penalty: 4403.873047
	Iteration 13Q: 3 clusters Score -877274.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -877396.062500 Penalty: 4403.873047
	Iteration 14Q: 3 clusters Score -877396.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -877515.437500 Penalty: 4403.873047
	Iteration 15Q: 3 clusters Score -877515.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -877608.000000 Penalty: 4403.873047
	Iteration 16Q: 3 clusters Score -877608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -877697.062500 Penalty: 4403.873047
	Iteration 17Q: 3 clusters Score -877697.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -877786.375000 Penalty: 4403.873047
	Iteration 18Q: 3 clusters Score -877786.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -877877.000000 Penalty: 4403.873047
	Iteration 19Q: 3 clusters Score -877877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -877992.812500 Penalty: 4403.873047
	Iteration 20F: 3 clusters Score -877992.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -878080.062500 Penalty: 4403.873047
	Iteration 21Q: 3 clusters Score -878080.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -878165.562500 Penalty: 4403.873047
	Iteration 22Q: 3 clusters Score -878165.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -878245.812500 Penalty: 4403.873047
	Iteration 23Q: 3 clusters Score -878245.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -878319.062500 Penalty: 4403.873047
	Iteration 24Q: 3 clusters Score -878319.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -878365.187500 Penalty: 4403.873047
	Iteration 25Q: 3 clusters Score -878365.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -878391.312500 Penalty: 4403.873047
	Iteration 26Q: 3 clusters Score -878391.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -878407.937500 Penalty: 4403.873047
	Iteration 27Q: 3 clusters Score -878407.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -878415.125000 Penalty: 4403.873047
	Iteration 28Q: 3 clusters Score -878415.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -878423.875000 Penalty: 4403.873047
	Iteration 29Q: 3 clusters Score -878423.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -878431.562500 Penalty: 4403.873047
	Iteration 30Q: 3 clusters Score -878431.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -878439.125000 Penalty: 4403.873047
	Iteration 31Q: 3 clusters Score -878439.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -878445.187500 Penalty: 4403.873047
	Iteration 32Q: 3 clusters Score -878445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -878451.625000 Penalty: 4403.873047
	Iteration 33Q: 3 clusters Score -878451.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -878459.750000 Penalty: 4403.873047
	Iteration 34Q: 3 clusters Score -878459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -878462.437500 Penalty: 4403.873047
	Iteration 35Q: 3 clusters Score -878462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -878463.187500 Penalty: 4403.873047
	Iteration 36Q: 3 clusters Score -878463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -878465.125000 Penalty: 4403.873047
	Iteration 37Q: 3 clusters Score -878465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -878466.750000 Penalty: 4403.873047
	Iteration 38Q: 3 clusters Score -878466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -878470.125000 Penalty: 4403.873047
	Iteration 39Q: 3 clusters Score -878470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -878471.000000 Penalty: 4403.873047
	Iteration 40F: 3 clusters Score -878471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -878472.750000 Penalty: 4403.873047
	Iteration 41Q: 3 clusters Score -878472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -878478.437500 Penalty: 4403.873047
	Iteration 42Q: 3 clusters Score -878478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -878477.375000 Penalty: 4403.873047
	Iteration 43Q: 3 clusters Score -878477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -878478.500000 Penalty: 4403.873047
	Iteration 44Q: 3 clusters Score -878478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -878479.500000 Penalty: 4403.873047
	Iteration 45Q: 3 clusters Score -878479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -878481.375000 Penalty: 4403.873047
	Iteration 46Q: 3 clusters Score -878481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -878482.125000 Penalty: 4403.873047
	Iteration 47Q: 3 clusters Score -878482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -878485.062500 Penalty: 4403.873047
	Iteration 48Q: 3 clusters Score -878485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -878487.937500 Penalty: 4403.873047
	Iteration 49Q: 3 clusters Score -878487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -878488.375000 Penalty: 4403.873047
	Iteration 50Q: 3 clusters Score -878488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -878488.062500 Penalty: 4403.873047
	Iteration 51Q: 3 clusters Score -878488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -878490.312500 Penalty: 4403.873047
	Iteration 52Q: 3 clusters Score -878490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -878490.312500 Penalty: 4403.873047
	Iteration 53F: 3 clusters Score -878490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 5013 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 2165 members 
Entering Unmasked Estep 
Score: -134488368.000000 Penalty: 252057.234375
Splitting cluster 39 changes total score from -134488992.000000 to -134488368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -164162.906250 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -164162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161942.828125 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -161942.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162284.906250 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -162284.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162371.421875 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -162371.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162421.656250 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -162421.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162454.468750 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -162454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162487.640625 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -162487.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162515.546875 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -162515.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162532.000000 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -162532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162547.593750 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -162547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162562.781250 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -162562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162573.281250 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -162573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162581.359375 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -162581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -162588.859375 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -162588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162601.546875 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -162601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162609.781250 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -162609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162616.515625 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -162616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -162628.390625 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -162628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162635.859375 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -162635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -162642.671875 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -162642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162650.015625 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -162650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162653.343750 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -162653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162658.515625 Penalty: 3593.136719
	Iteration 21Q: 3 clusters Score -162658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162660.156250 Penalty: 3593.136719
	Iteration 22Q: 3 clusters Score -162660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162660.156250 Penalty: 3593.136719
	Iteration 23F: 3 clusters Score -162660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -126452.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -126452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124665.437500 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -124665.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124959.000000 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -124959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125119.695312 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -125119.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -125217.671875 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -125217.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125327.601562 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -125327.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125494.914062 Penalty: 3318.041016
	Iteration 5F: 3 clusters Score -125494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125641.109375 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -125641.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125767.507812 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -125767.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125867.343750 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -125867.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125928.953125 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -125929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125970.562500 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -125970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126004.312500 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -126004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126027.570312 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -126027.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126048.304688 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -126048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126062.125000 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -126062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126078.898438 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -126078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126086.976562 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -126087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -126090.734375 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -126090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126092.062500 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -126092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126095.164062 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -126095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126100.125000 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -126100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126104.171875 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -126104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -126108.968750 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -126109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126110.187500 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -126110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126110.187500 Penalty: 3318.041016
	Iteration 24F: 3 clusters Score -126110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Entering Unmasked Estep 
Score: -8320694.500000 Penalty: 2754.982422
	Iteration 0F: 2 clusters Score -8320694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -8276019.500000 Penalty: 5509.964844
	Iteration 0F: 3 clusters Score -8276020 nChanged 31230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -8293549.000000 Penalty: 5509.964844
	Iteration 1F: 3 clusters Score -8293549 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8294206.000000 Penalty: 5509.964844
	Iteration 2Q: 3 clusters Score -8294206 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8294973.500000 Penalty: 5509.964844
	Iteration 3Q: 3 clusters Score -8294974 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -8295849.000000 Penalty: 5509.964844
	Iteration 4Q: 3 clusters Score -8295849 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -8297055.500000 Penalty: 5509.964844
	Iteration 5Q: 3 clusters Score -8297056 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8298865.500000 Penalty: 5509.964844
	Iteration 6F: 3 clusters Score -8298866 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8301189.000000 Penalty: 5509.964844
	Iteration 7F: 3 clusters Score -8301189 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8304022.000000 Penalty: 5509.964844
	Iteration 8F: 3 clusters Score -8304022 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -8307096.500000 Penalty: 5509.964844
	Iteration 9F: 3 clusters Score -8307096 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -8309918.500000 Penalty: 5509.964844
	Iteration 10F: 3 clusters Score -8309918 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -8312494.000000 Penalty: 5509.964844
	Iteration 11Q: 3 clusters Score -8312494 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -8314530.500000 Penalty: 5509.964844
	Iteration 12Q: 3 clusters Score -8314530 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -8316033.500000 Penalty: 5509.964844
	Iteration 13Q: 3 clusters Score -8316034 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -8317025.000000 Penalty: 5509.964844
	Iteration 14Q: 3 clusters Score -8317025 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -8317688.500000 Penalty: 5509.964844
	Iteration 15Q: 3 clusters Score -8317688 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -8318188.500000 Penalty: 5509.964844
	Iteration 16Q: 3 clusters Score -8318188 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -8318443.500000 Penalty: 5509.964844
	Iteration 17Q: 3 clusters Score -8318444 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -8318637.000000 Penalty: 5509.964844
	Iteration 18Q: 3 clusters Score -8318637 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -8318768.500000 Penalty: 5509.964844
	Iteration 19Q: 3 clusters Score -8318768 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -8318830.000000 Penalty: 5509.964844
	Iteration 20F: 3 clusters Score -8318830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -8318878.000000 Penalty: 5509.964844
	Iteration 21Q: 3 clusters Score -8318878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8318919.000000 Penalty: 5509.964844
	Iteration 22Q: 3 clusters Score -8318919 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8318979.000000 Penalty: 5509.964844
	Iteration 23Q: 3 clusters Score -8318979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -8319003.500000 Penalty: 5509.964844
	Iteration 24Q: 3 clusters Score -8319004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -8319034.500000 Penalty: 5509.964844
	Iteration 25Q: 3 clusters Score -8319034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -8319039.000000 Penalty: 5509.964844
	Iteration 26Q: 3 clusters Score -8319039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -8319029.500000 Penalty: 5509.964844
	Iteration 27Q: 3 clusters Score -8319030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -8319040.500000 Penalty: 5509.964844
	Iteration 28Q: 3 clusters Score -8319040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -8319027.000000 Penalty: 5509.964844
	Iteration 29Q: 3 clusters Score -8319027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -8319035.000000 Penalty: 5509.964844
	Iteration 30Q: 3 clusters Score -8319035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -8319038.500000 Penalty: 5509.964844
	Iteration 31Q: 3 clusters Score -8319038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -8319041.500000 Penalty: 5509.964844
	Iteration 32Q: 3 clusters Score -8319042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -8319032.000000 Penalty: 5509.964844
	Iteration 33Q: 3 clusters Score -8319032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -8319037.500000 Penalty: 5509.964844
	Iteration 34Q: 3 clusters Score -8319038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8319041.500000 Penalty: 5509.964844
	Iteration 35Q: 3 clusters Score -8319042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -8319059.500000 Penalty: 5509.964844
	Iteration 36Q: 3 clusters Score -8319060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8319049.500000 Penalty: 5509.964844
	Iteration 37Q: 3 clusters Score -8319050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8319065.000000 Penalty: 5509.964844
	Iteration 38Q: 3 clusters Score -8319065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8319072.000000 Penalty: 5509.964844
	Iteration 39Q: 3 clusters Score -8319072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8319075.500000 Penalty: 5509.964844
	Iteration 40F: 3 clusters Score -8319076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -8319067.500000 Penalty: 5509.964844
	Iteration 41Q: 3 clusters Score -8319068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -8319054.500000 Penalty: 5509.964844
	Iteration 42Q: 3 clusters Score -8319054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -8319042.000000 Penalty: 5509.964844
	Iteration 43Q: 3 clusters Score -8319042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -8319035.000000 Penalty: 5509.964844
	Iteration 44Q: 3 clusters Score -8319035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -8319047.500000 Penalty: 5509.964844
	Iteration 45Q: 3 clusters Score -8319048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8319043.000000 Penalty: 5509.964844
	Iteration 46Q: 3 clusters Score -8319043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -8319054.500000 Penalty: 5509.964844
	Iteration 47Q: 3 clusters Score -8319054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8319053.500000 Penalty: 5509.964844
	Iteration 48Q: 3 clusters Score -8319054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -8319050.000000 Penalty: 5509.964844
	Iteration 49Q: 3 clusters Score -8319050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -8319043.500000 Penalty: 5509.964844
	Iteration 50Q: 3 clusters Score -8319044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -8319043.000000 Penalty: 5509.964844
	Iteration 51Q: 3 clusters Score -8319043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8319044.000000 Penalty: 5509.964844
	Iteration 52Q: 3 clusters Score -8319044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -8319042.500000 Penalty: 5509.964844
	Iteration 53Q: 3 clusters Score -8319042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8319046.000000 Penalty: 5509.964844
	Iteration 54Q: 3 clusters Score -8319046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -8319052.500000 Penalty: 5509.964844
	Iteration 55Q: 3 clusters Score -8319052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -8319054.500000 Penalty: 5509.964844
	Iteration 56Q: 3 clusters Score -8319054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -8319057.000000 Penalty: 5509.964844
	Iteration 57Q: 3 clusters Score -8319057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -8319054.500000 Penalty: 5509.964844
	Iteration 58Q: 3 clusters Score -8319054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8319047.500000 Penalty: 5509.964844
	Iteration 59Q: 3 clusters Score -8319048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -8319055.500000 Penalty: 5509.964844
	Iteration 60F: 3 clusters Score -8319056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -8319058.000000 Penalty: 5509.964844
	Iteration 61Q: 3 clusters Score -8319058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -8319061.000000 Penalty: 5509.964844
	Iteration 62Q: 3 clusters Score -8319061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -8319058.500000 Penalty: 5509.964844
	Iteration 63Q: 3 clusters Score -8319058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -8319062.000000 Penalty: 5509.964844
	Iteration 64Q: 3 clusters Score -8319062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -8319062.500000 Penalty: 5509.964844
	Iteration 65Q: 3 clusters Score -8319062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8319050.500000 Penalty: 5509.964844
	Iteration 66Q: 3 clusters Score -8319050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -8319061.000000 Penalty: 5509.964844
	Iteration 67Q: 3 clusters Score -8319061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8319059.000000 Penalty: 5509.964844
	Iteration 68Q: 3 clusters Score -8319059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8319057.500000 Penalty: 5509.964844
	Iteration 69Q: 3 clusters Score -8319058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -8319062.500000 Penalty: 5509.964844
	Iteration 70Q: 3 clusters Score -8319062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -8319064.000000 Penalty: 5509.964844
	Iteration 71Q: 3 clusters Score -8319064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8319064.000000 Penalty: 5509.964844
	Iteration 72Q: 3 clusters Score -8319064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -8319062.000000 Penalty: 5509.964844
	Iteration 73Q: 3 clusters Score -8319062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -8319058.500000 Penalty: 5509.964844
	Iteration 74Q: 3 clusters Score -8319058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -8319058.500000 Penalty: 5509.964844
	Iteration 75F: 3 clusters Score -8319058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Entering Unmasked Estep 
Score: -1126158.250000 Penalty: 2263.108154
	Iteration 0F: 2 clusters Score -1126158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1118985.875000 Penalty: 4526.216309
	Iteration 0F: 3 clusters Score -1118986 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1121018.875000 Penalty: 4526.216309
	Iteration 1F: 3 clusters Score -1121019 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1121359.750000 Penalty: 4526.216309
	Iteration 2F: 3 clusters Score -1121360 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1121635.125000 Penalty: 4526.216309
	Iteration 3F: 3 clusters Score -1121635 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1121876.250000 Penalty: 4526.216309
	Iteration 4Q: 3 clusters Score -1121876 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1122076.875000 Penalty: 4526.216309
	Iteration 5Q: 3 clusters Score -1122077 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1122247.250000 Penalty: 4526.216309
	Iteration 6Q: 3 clusters Score -1122247 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1122388.875000 Penalty: 4526.216309
	Iteration 7Q: 3 clusters Score -1122389 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1122544.625000 Penalty: 4526.216309
	Iteration 8Q: 3 clusters Score -1122545 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1122710.750000 Penalty: 4526.216309
	Iteration 9Q: 3 clusters Score -1122711 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1122858.625000 Penalty: 4526.216309
	Iteration 10Q: 3 clusters Score -1122859 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1122968.500000 Penalty: 4526.216309
	Iteration 11Q: 3 clusters Score -1122968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1123067.875000 Penalty: 4526.216309
	Iteration 12Q: 3 clusters Score -1123068 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1123157.375000 Penalty: 4526.216309
	Iteration 13Q: 3 clusters Score -1123157 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1123243.625000 Penalty: 4526.216309
	Iteration 14Q: 3 clusters Score -1123244 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1123313.875000 Penalty: 4526.216309
	Iteration 15Q: 3 clusters Score -1123314 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1123382.375000 Penalty: 4526.216309
	Iteration 16Q: 3 clusters Score -1123382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1123441.125000 Penalty: 4526.216309
	Iteration 17Q: 3 clusters Score -1123441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1123499.125000 Penalty: 4526.216309
	Iteration 18Q: 3 clusters Score -1123499 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1123548.125000 Penalty: 4526.216309
	Iteration 19Q: 3 clusters Score -1123548 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1123590.750000 Penalty: 4526.216309
	Iteration 20F: 3 clusters Score -1123591 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1123621.875000 Penalty: 4526.216309
	Iteration 21Q: 3 clusters Score -1123622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1123648.250000 Penalty: 4526.216309
	Iteration 22Q: 3 clusters Score -1123648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1123667.125000 Penalty: 4526.216309
	Iteration 23Q: 3 clusters Score -1123667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1123685.125000 Penalty: 4526.216309
	Iteration 24Q: 3 clusters Score -1123685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1123696.750000 Penalty: 4526.216309
	Iteration 25Q: 3 clusters Score -1123697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1123717.000000 Penalty: 4526.216309
	Iteration 26Q: 3 clusters Score -1123717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1123731.250000 Penalty: 4526.216309
	Iteration 27Q: 3 clusters Score -1123731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1123747.250000 Penalty: 4526.216309
	Iteration 28Q: 3 clusters Score -1123747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1123762.125000 Penalty: 4526.216309
	Iteration 29Q: 3 clusters Score -1123762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1123771.000000 Penalty: 4526.216309
	Iteration 30Q: 3 clusters Score -1123771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1123783.125000 Penalty: 4526.216309
	Iteration 31Q: 3 clusters Score -1123783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1123801.500000 Penalty: 4526.216309
	Iteration 32Q: 3 clusters Score -1123802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1123818.875000 Penalty: 4526.216309
	Iteration 33Q: 3 clusters Score -1123819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1123843.625000 Penalty: 4526.216309
	Iteration 34Q: 3 clusters Score -1123844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1123869.375000 Penalty: 4526.216309
	Iteration 35Q: 3 clusters Score -1123869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1123904.500000 Penalty: 4526.216309
	Iteration 36Q: 3 clusters Score -1123904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1123943.125000 Penalty: 4526.216309
	Iteration 37Q: 3 clusters Score -1123943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1123984.000000 Penalty: 4526.216309
	Iteration 38Q: 3 clusters Score -1123984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1124046.500000 Penalty: 4526.216309
	Iteration 39Q: 3 clusters Score -1124046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1124129.250000 Penalty: 4526.216309
	Iteration 40F: 3 clusters Score -1124129 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1124218.625000 Penalty: 4526.216309
	Iteration 41Q: 3 clusters Score -1124219 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1124315.000000 Penalty: 4526.216309
	Iteration 42Q: 3 clusters Score -1124315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1124435.500000 Penalty: 4526.216309
	Iteration 43Q: 3 clusters Score -1124436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1124527.000000 Penalty: 4526.216309
	Iteration 44Q: 3 clusters Score -1124527 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1124619.000000 Penalty: 4526.216309
	Iteration 45Q: 3 clusters Score -1124619 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1124687.250000 Penalty: 4526.216309
	Iteration 46Q: 3 clusters Score -1124687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1124746.000000 Penalty: 4526.216309
	Iteration 47Q: 3 clusters Score -1124746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1124789.125000 Penalty: 4526.216309
	Iteration 48Q: 3 clusters Score -1124789 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1124819.000000 Penalty: 4526.216309
	Iteration 49Q: 3 clusters Score -1124819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1124845.625000 Penalty: 4526.216309
	Iteration 50Q: 3 clusters Score -1124846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1124866.375000 Penalty: 4526.216309
	Iteration 51Q: 3 clusters Score -1124866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1124876.875000 Penalty: 4526.216309
	Iteration 52Q: 3 clusters Score -1124877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1124886.500000 Penalty: 4526.216309
	Iteration 53Q: 3 clusters Score -1124886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1124887.625000 Penalty: 4526.216309
	Iteration 54Q: 3 clusters Score -1124888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1124896.250000 Penalty: 4526.216309
	Iteration 55Q: 3 clusters Score -1124896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1124902.625000 Penalty: 4526.216309
	Iteration 56Q: 3 clusters Score -1124903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1124904.125000 Penalty: 4526.216309
	Iteration 57Q: 3 clusters Score -1124904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1124905.000000 Penalty: 4526.216309
	Iteration 58Q: 3 clusters Score -1124905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1124908.500000 Penalty: 4526.216309
	Iteration 59Q: 3 clusters Score -1124908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1124905.875000 Penalty: 4526.216309
	Iteration 60F: 3 clusters Score -1124906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1124905.750000 Penalty: 4526.216309
	Iteration 61Q: 3 clusters Score -1124906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1124906.000000 Penalty: 4526.216309
	Iteration 62Q: 3 clusters Score -1124906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1124905.875000 Penalty: 4526.216309
	Iteration 63Q: 3 clusters Score -1124906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1124906.250000 Penalty: 4526.216309
	Iteration 64Q: 3 clusters Score -1124906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1124907.000000 Penalty: 4526.216309
	Iteration 65Q: 3 clusters Score -1124907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1124909.000000 Penalty: 4526.216309
	Iteration 66Q: 3 clusters Score -1124909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1124909.000000 Penalty: 4526.216309
	Iteration 67F: 3 clusters Score -1124909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Entering Unmasked Estep 
Score: -2603852.750000 Penalty: 2472.879150
	Iteration 0F: 2 clusters Score -2603853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2588926.250000 Penalty: 4945.758301
	Iteration 0F: 3 clusters Score -2588926 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2594331.750000 Penalty: 4945.758301
	Iteration 1F: 3 clusters Score -2594332 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2595157.750000 Penalty: 4945.758301
	Iteration 2F: 3 clusters Score -2595158 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2596026.250000 Penalty: 4945.758301
	Iteration 3F: 3 clusters Score -2596026 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2596974.500000 Penalty: 4945.758301
	Iteration 4F: 3 clusters Score -2596974 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2597962.250000 Penalty: 4945.758301
	Iteration 5F: 3 clusters Score -2597962 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2598946.250000 Penalty: 4945.758301
	Iteration 6F: 3 clusters Score -2598946 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2599967.250000 Penalty: 4945.758301
	Iteration 7F: 3 clusters Score -2599967 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2601063.000000 Penalty: 4945.758301
	Iteration 8F: 3 clusters Score -2601063 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2601915.750000 Penalty: 4945.758301
	Iteration 9Q: 3 clusters Score -2601916 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2602380.000000 Penalty: 4945.758301
	Iteration 10Q: 3 clusters Score -2602380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2602598.500000 Penalty: 4945.758301
	Iteration 11Q: 3 clusters Score -2602598 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2602724.500000 Penalty: 4945.758301
	Iteration 12Q: 3 clusters Score -2602724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2602798.250000 Penalty: 4945.758301
	Iteration 13Q: 3 clusters Score -2602798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2602851.250000 Penalty: 4945.758301
	Iteration 14Q: 3 clusters Score -2602851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2602883.000000 Penalty: 4945.758301
	Iteration 15Q: 3 clusters Score -2602883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2602895.000000 Penalty: 4945.758301
	Iteration 16Q: 3 clusters Score -2602895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2602905.750000 Penalty: 4945.758301
	Iteration 17Q: 3 clusters Score -2602906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2602916.000000 Penalty: 4945.758301
	Iteration 18Q: 3 clusters Score -2602916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2602927.750000 Penalty: 4945.758301
	Iteration 19Q: 3 clusters Score -2602928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2602943.000000 Penalty: 4945.758301
	Iteration 20F: 3 clusters Score -2602943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2602945.500000 Penalty: 4945.758301
	Iteration 21Q: 3 clusters Score -2602946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2602952.250000 Penalty: 4945.758301
	Iteration 22Q: 3 clusters Score -2602952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2602959.750000 Penalty: 4945.758301
	Iteration 23Q: 3 clusters Score -2602960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2602965.500000 Penalty: 4945.758301
	Iteration 24Q: 3 clusters Score -2602966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2602965.750000 Penalty: 4945.758301
	Iteration 25Q: 3 clusters Score -2602966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2602968.750000 Penalty: 4945.758301
	Iteration 26Q: 3 clusters Score -2602969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2602967.000000 Penalty: 4945.758301
	Iteration 27Q: 3 clusters Score -2602967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2602975.750000 Penalty: 4945.758301
	Iteration 28Q: 3 clusters Score -2602976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2602976.750000 Penalty: 4945.758301
	Iteration 29Q: 3 clusters Score -2602977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2602981.000000 Penalty: 4945.758301
	Iteration 30Q: 3 clusters Score -2602981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2602978.250000 Penalty: 4945.758301
	Iteration 31Q: 3 clusters Score -2602978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2602975.500000 Penalty: 4945.758301
	Iteration 32Q: 3 clusters Score -2602976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2602980.750000 Penalty: 4945.758301
	Iteration 33Q: 3 clusters Score -2602981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2602981.000000 Penalty: 4945.758301
	Iteration 34Q: 3 clusters Score -2602981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2602982.500000 Penalty: 4945.758301
	Iteration 35Q: 3 clusters Score -2602982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2602989.750000 Penalty: 4945.758301
	Iteration 36Q: 3 clusters Score -2602990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2602996.750000 Penalty: 4945.758301
	Iteration 37Q: 3 clusters Score -2602997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2602998.000000 Penalty: 4945.758301
	Iteration 38Q: 3 clusters Score -2602998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2603001.500000 Penalty: 4945.758301
	Iteration 39Q: 3 clusters Score -2603002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2603006.250000 Penalty: 4945.758301
	Iteration 40F: 3 clusters Score -2603006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2603015.750000 Penalty: 4945.758301
	Iteration 41Q: 3 clusters Score -2603016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2603023.250000 Penalty: 4945.758301
	Iteration 42Q: 3 clusters Score -2603023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2603029.750000 Penalty: 4945.758301
	Iteration 43Q: 3 clusters Score -2603030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2603027.250000 Penalty: 4945.758301
	Iteration 44Q: 3 clusters Score -2603027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2603032.750000 Penalty: 4945.758301
	Iteration 45Q: 3 clusters Score -2603033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2603033.250000 Penalty: 4945.758301
	Iteration 46Q: 3 clusters Score -2603033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2603029.750000 Penalty: 4945.758301
	Iteration 47Q: 3 clusters Score -2603030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2603030.500000 Penalty: 4945.758301
	Iteration 48Q: 3 clusters Score -2603030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2603038.000000 Penalty: 4945.758301
	Iteration 49Q: 3 clusters Score -2603038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2603033.000000 Penalty: 4945.758301
	Iteration 50Q: 3 clusters Score -2603033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2603037.250000 Penalty: 4945.758301
	Iteration 51Q: 3 clusters Score -2603037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2603038.000000 Penalty: 4945.758301
	Iteration 52Q: 3 clusters Score -2603038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2603043.750000 Penalty: 4945.758301
	Iteration 53Q: 3 clusters Score -2603044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2603044.000000 Penalty: 4945.758301
	Iteration 54Q: 3 clusters Score -2603044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2603046.750000 Penalty: 4945.758301
	Iteration 55Q: 3 clusters Score -2603047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2603047.750000 Penalty: 4945.758301
	Iteration 56Q: 3 clusters Score -2603048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2603047.250000 Penalty: 4945.758301
	Iteration 57Q: 3 clusters Score -2603047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2603050.250000 Penalty: 4945.758301
	Iteration 58Q: 3 clusters Score -2603050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2603050.250000 Penalty: 4945.758301
	Iteration 59F: 3 clusters Score -2603050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -1347190.750000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1347191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1338896.750000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1338897 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1341455.375000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1341455 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1341841.875000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1341842 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1342128.500000 Penalty: 4610.207520
	Iteration 3F: 3 clusters Score -1342128 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1342404.625000 Penalty: 4610.207520
	Iteration 4Q: 3 clusters Score -1342405 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1342679.750000 Penalty: 4610.207520
	Iteration 5Q: 3 clusters Score -1342680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1342951.250000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1342951 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1343197.125000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1343197 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1343424.875000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1343425 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1343625.750000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1343626 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1343793.375000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1343793 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1343941.375000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1343941 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1344076.000000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1344076 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1344202.875000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1344203 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1344316.375000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1344316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1344427.250000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1344427 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1344502.875000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1344503 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1344568.500000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1344568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1344620.500000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1344620 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1344666.250000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1344666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1344723.500000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1344724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1344778.125000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1344778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1344838.500000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1344838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1344901.375000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1344901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1344974.500000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1344974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1345023.500000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1345024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1345062.375000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1345062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1345091.875000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1345092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1345115.375000 Penalty: 4610.207520
	Iteration 28Q: 3 clusters Score -1345115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1345144.625000 Penalty: 4610.207520
	Iteration 29Q: 3 clusters Score -1345145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1345168.000000 Penalty: 4610.207520
	Iteration 30Q: 3 clusters Score -1345168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1345185.250000 Penalty: 4610.207520
	Iteration 31Q: 3 clusters Score -1345185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1345200.875000 Penalty: 4610.207520
	Iteration 32Q: 3 clusters Score -1345201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1345217.625000 Penalty: 4610.207520
	Iteration 33Q: 3 clusters Score -1345218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1345227.000000 Penalty: 4610.207520
	Iteration 34Q: 3 clusters Score -1345227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1345236.625000 Penalty: 4610.207520
	Iteration 35Q: 3 clusters Score -1345237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1345242.000000 Penalty: 4610.207520
	Iteration 36Q: 3 clusters Score -1345242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1345253.625000 Penalty: 4610.207520
	Iteration 37Q: 3 clusters Score -1345254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1345264.750000 Penalty: 4610.207520
	Iteration 38Q: 3 clusters Score -1345265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1345269.125000 Penalty: 4610.207520
	Iteration 39Q: 3 clusters Score -1345269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1345277.125000 Penalty: 4610.207520
	Iteration 40F: 3 clusters Score -1345277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1345280.625000 Penalty: 4610.207520
	Iteration 41Q: 3 clusters Score -1345281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1345286.500000 Penalty: 4610.207520
	Iteration 42Q: 3 clusters Score -1345286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1345288.750000 Penalty: 4610.207520
	Iteration 43Q: 3 clusters Score -1345289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1345292.875000 Penalty: 4610.207520
	Iteration 44Q: 3 clusters Score -1345293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1345297.750000 Penalty: 4610.207520
	Iteration 45Q: 3 clusters Score -1345298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1345299.125000 Penalty: 4610.207520
	Iteration 46Q: 3 clusters Score -1345299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1345306.250000 Penalty: 4610.207520
	Iteration 47Q: 3 clusters Score -1345306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1345309.000000 Penalty: 4610.207520
	Iteration 48Q: 3 clusters Score -1345309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1345311.125000 Penalty: 4610.207520
	Iteration 49Q: 3 clusters Score -1345311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1345309.875000 Penalty: 4610.207520
	Iteration 50Q: 3 clusters Score -1345310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1345310.375000 Penalty: 4610.207520
	Iteration 51Q: 3 clusters Score -1345310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1345311.500000 Penalty: 4610.207520
	Iteration 52Q: 3 clusters Score -1345312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1345309.625000 Penalty: 4610.207520
	Iteration 53Q: 3 clusters Score -1345310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1345310.625000 Penalty: 4610.207520
	Iteration 54Q: 3 clusters Score -1345311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1345309.375000 Penalty: 4610.207520
	Iteration 55Q: 3 clusters Score -1345309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1345309.375000 Penalty: 4610.207520
	Iteration 56F: 3 clusters Score -1345309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -272009.625000 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -272009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -269258.531250 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -269258.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -269864.031250 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -269864 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -270125.687500 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -270125.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -270311.187500 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -270311.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -270460.031250 Penalty: 3826.258545
	Iteration 4F: 3 clusters Score -270460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -270587.750000 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -270587.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270696.281250 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -270696.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -270793.468750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -270793.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -270888.875000 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -270888.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -270952.781250 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -270952.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -271009.062500 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -271009.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -271057.593750 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -271057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -271085.468750 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -271085.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -271099.500000 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -271099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -271105.906250 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -271105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -271109.562500 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -271109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -271111.031250 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -271111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -271110.750000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -271110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -271110.750000 Penalty: 3826.258545
	Iteration 18F: 3 clusters Score -271110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -1125546.500000 Penalty: 2286.803955
	Iteration 0F: 2 clusters Score -1125546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1117812.375000 Penalty: 4573.607910
	Iteration 0F: 3 clusters Score -1117812 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1120209.500000 Penalty: 4573.607910
	Iteration 1F: 3 clusters Score -1120210 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1120637.500000 Penalty: 4573.607910
	Iteration 2F: 3 clusters Score -1120638 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1120954.000000 Penalty: 4573.607910
	Iteration 3F: 3 clusters Score -1120954 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1121211.625000 Penalty: 4573.607910
	Iteration 4F: 3 clusters Score -1121212 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1121436.000000 Penalty: 4573.607910
	Iteration 5Q: 3 clusters Score -1121436 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1121639.000000 Penalty: 4573.607910
	Iteration 6Q: 3 clusters Score -1121639 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1121816.000000 Penalty: 4573.607910
	Iteration 7Q: 3 clusters Score -1121816 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1121957.500000 Penalty: 4573.607910
	Iteration 8Q: 3 clusters Score -1121958 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1122127.625000 Penalty: 4573.607910
	Iteration 9Q: 3 clusters Score -1122128 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1122320.375000 Penalty: 4573.607910
	Iteration 10Q: 3 clusters Score -1122320 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1122529.875000 Penalty: 4573.607910
	Iteration 11Q: 3 clusters Score -1122530 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1122738.125000 Penalty: 4573.607910
	Iteration 12Q: 3 clusters Score -1122738 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1122894.500000 Penalty: 4573.607910
	Iteration 13Q: 3 clusters Score -1122894 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1123037.500000 Penalty: 4573.607910
	Iteration 14Q: 3 clusters Score -1123038 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1123162.125000 Penalty: 4573.607910
	Iteration 15Q: 3 clusters Score -1123162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1123302.250000 Penalty: 4573.607910
	Iteration 16Q: 3 clusters Score -1123302 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1123432.875000 Penalty: 4573.607910
	Iteration 17Q: 3 clusters Score -1123433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1123536.000000 Penalty: 4573.607910
	Iteration 18Q: 3 clusters Score -1123536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1123603.750000 Penalty: 4573.607910
	Iteration 19Q: 3 clusters Score -1123604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1123667.875000 Penalty: 4573.607910
	Iteration 20F: 3 clusters Score -1123668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1123731.250000 Penalty: 4573.607910
	Iteration 21Q: 3 clusters Score -1123731 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1123784.750000 Penalty: 4573.607910
	Iteration 22Q: 3 clusters Score -1123785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1123838.500000 Penalty: 4573.607910
	Iteration 23Q: 3 clusters Score -1123838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1123870.625000 Penalty: 4573.607910
	Iteration 24Q: 3 clusters Score -1123871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1123894.750000 Penalty: 4573.607910
	Iteration 25Q: 3 clusters Score -1123895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1123919.250000 Penalty: 4573.607910
	Iteration 26Q: 3 clusters Score -1123919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1123945.375000 Penalty: 4573.607910
	Iteration 27Q: 3 clusters Score -1123945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1123970.875000 Penalty: 4573.607910
	Iteration 28Q: 3 clusters Score -1123971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1123999.125000 Penalty: 4573.607910
	Iteration 29Q: 3 clusters Score -1123999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1124031.250000 Penalty: 4573.607910
	Iteration 30Q: 3 clusters Score -1124031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1124067.250000 Penalty: 4573.607910
	Iteration 31Q: 3 clusters Score -1124067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1124096.875000 Penalty: 4573.607910
	Iteration 32Q: 3 clusters Score -1124097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1124115.125000 Penalty: 4573.607910
	Iteration 33Q: 3 clusters Score -1124115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1124142.500000 Penalty: 4573.607910
	Iteration 34Q: 3 clusters Score -1124142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1124164.375000 Penalty: 4573.607910
	Iteration 35Q: 3 clusters Score -1124164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1124190.375000 Penalty: 4573.607910
	Iteration 36Q: 3 clusters Score -1124190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1124207.250000 Penalty: 4573.607910
	Iteration 37Q: 3 clusters Score -1124207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1124232.375000 Penalty: 4573.607910
	Iteration 38Q: 3 clusters Score -1124232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1124254.375000 Penalty: 4573.607910
	Iteration 39Q: 3 clusters Score -1124254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1124273.625000 Penalty: 4573.607910
	Iteration 40F: 3 clusters Score -1124274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1124285.500000 Penalty: 4573.607910
	Iteration 41Q: 3 clusters Score -1124286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1124295.375000 Penalty: 4573.607910
	Iteration 42Q: 3 clusters Score -1124295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1124305.250000 Penalty: 4573.607910
	Iteration 43Q: 3 clusters Score -1124305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1124323.875000 Penalty: 4573.607910
	Iteration 44Q: 3 clusters Score -1124324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1124334.125000 Penalty: 4573.607910
	Iteration 45Q: 3 clusters Score -1124334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1124340.500000 Penalty: 4573.607910
	Iteration 46Q: 3 clusters Score -1124340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1124346.375000 Penalty: 4573.607910
	Iteration 47Q: 3 clusters Score -1124346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1124351.000000 Penalty: 4573.607910
	Iteration 48Q: 3 clusters Score -1124351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1124356.875000 Penalty: 4573.607910
	Iteration 49Q: 3 clusters Score -1124357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1124361.125000 Penalty: 4573.607910
	Iteration 50Q: 3 clusters Score -1124361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1124360.750000 Penalty: 4573.607910
	Iteration 51Q: 3 clusters Score -1124361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1124362.250000 Penalty: 4573.607910
	Iteration 52Q: 3 clusters Score -1124362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1124363.875000 Penalty: 4573.607910
	Iteration 53Q: 3 clusters Score -1124364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1124364.000000 Penalty: 4573.607910
	Iteration 54Q: 3 clusters Score -1124364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1124363.375000 Penalty: 4573.607910
	Iteration 55Q: 3 clusters Score -1124363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1124363.375000 Penalty: 4573.607910
	Iteration 56F: 3 clusters Score -1124363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -331798.781250 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -331798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -328730.718750 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -328730.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329386.500000 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -329386.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329640.281250 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -329640.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329873.343750 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -329873.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330090.031250 Penalty: 3933.025146
	Iteration 4F: 3 clusters Score -330090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -330302.625000 Penalty: 3933.025146
	Iteration 5F: 3 clusters Score -330302.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -330454.468750 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -330454.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -330541.968750 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -330542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -330617.062500 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -330617.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -330678.062500 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -330678.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -330737.437500 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -330737.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -330800.406250 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -330800.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -330853.718750 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -330853.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -330897.031250 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -330897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -330928.093750 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -330928.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -330968.281250 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -330968.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -331002.906250 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -331002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -331027.500000 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -331027.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331044.500000 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -331044.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -331061.468750 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -331061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -331068.093750 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -331068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -331076.656250 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -331076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -331086.875000 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -331086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -331089.656250 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -331089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -331091.843750 Penalty: 3933.025146
	Iteration 24Q: 3 clusters Score -331091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -331097.093750 Penalty: 3933.025146
	Iteration 25Q: 3 clusters Score -331097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -331103.750000 Penalty: 3933.025146
	Iteration 26Q: 3 clusters Score -331103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -331105.531250 Penalty: 3933.025146
	Iteration 27Q: 3 clusters Score -331105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331107.281250 Penalty: 3933.025146
	Iteration 28Q: 3 clusters Score -331107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331107.281250 Penalty: 3933.025146
	Iteration 29F: 3 clusters Score -331107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Entering Unmasked Estep 
Score: -913356.062500 Penalty: 2208.583740
	Iteration 0F: 2 clusters Score -913356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -907304.687500 Penalty: 4417.167480
	Iteration 0F: 3 clusters Score -907304.7 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -908940.562500 Penalty: 4417.167480
	Iteration 1F: 3 clusters Score -908940.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -909281.562500 Penalty: 4417.167480
	Iteration 2F: 3 clusters Score -909281.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -909558.062500 Penalty: 4417.167480
	Iteration 3F: 3 clusters Score -909558.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -909818.125000 Penalty: 4417.167480
	Iteration 4Q: 3 clusters Score -909818.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -910130.125000 Penalty: 4417.167480
	Iteration 5F: 3 clusters Score -910130.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -910467.937500 Penalty: 4417.167480
	Iteration 6F: 3 clusters Score -910467.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -910873.437500 Penalty: 4417.167480
	Iteration 7F: 3 clusters Score -910873.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -911280.125000 Penalty: 4417.167480
	Iteration 8F: 3 clusters Score -911280.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -911554.312500 Penalty: 4417.167480
	Iteration 9F: 3 clusters Score -911554.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -911695.875000 Penalty: 4417.167480
	Iteration 10Q: 3 clusters Score -911695.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -911764.187500 Penalty: 4417.167480
	Iteration 11Q: 3 clusters Score -911764.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -911805.437500 Penalty: 4417.167480
	Iteration 12Q: 3 clusters Score -911805.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -911832.187500 Penalty: 4417.167480
	Iteration 13Q: 3 clusters Score -911832.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -911852.750000 Penalty: 4417.167480
	Iteration 14Q: 3 clusters Score -911852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -911868.375000 Penalty: 4417.167480
	Iteration 15Q: 3 clusters Score -911868.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -911877.562500 Penalty: 4417.167480
	Iteration 16Q: 3 clusters Score -911877.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -911884.625000 Penalty: 4417.167480
	Iteration 17Q: 3 clusters Score -911884.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -911895.187500 Penalty: 4417.167480
	Iteration 18Q: 3 clusters Score -911895.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -911904.500000 Penalty: 4417.167480
	Iteration 19Q: 3 clusters Score -911904.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -911910.812500 Penalty: 4417.167480
	Iteration 20F: 3 clusters Score -911910.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -911915.687500 Penalty: 4417.167480
	Iteration 21Q: 3 clusters Score -911915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -911921.437500 Penalty: 4417.167480
	Iteration 22Q: 3 clusters Score -911921.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -911929.187500 Penalty: 4417.167480
	Iteration 23Q: 3 clusters Score -911929.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -911932.687500 Penalty: 4417.167480
	Iteration 24Q: 3 clusters Score -911932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -911934.000000 Penalty: 4417.167480
	Iteration 25Q: 3 clusters Score -911934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -911936.812500 Penalty: 4417.167480
	Iteration 26Q: 3 clusters Score -911936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -911940.375000 Penalty: 4417.167480
	Iteration 27Q: 3 clusters Score -911940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -911940.000000 Penalty: 4417.167480
	Iteration 28Q: 3 clusters Score -911940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -911941.062500 Penalty: 4417.167480
	Iteration 29Q: 3 clusters Score -911941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -911940.687500 Penalty: 4417.167480
	Iteration 30Q: 3 clusters Score -911940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -911940.875000 Penalty: 4417.167480
	Iteration 31Q: 3 clusters Score -911940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -911943.625000 Penalty: 4417.167480
	Iteration 32Q: 3 clusters Score -911943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -911946.625000 Penalty: 4417.167480
	Iteration 33Q: 3 clusters Score -911946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -911949.312500 Penalty: 4417.167480
	Iteration 34Q: 3 clusters Score -911949.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -911948.500000 Penalty: 4417.167480
	Iteration 35Q: 3 clusters Score -911948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -911948.812500 Penalty: 4417.167480
	Iteration 36Q: 3 clusters Score -911948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -911950.500000 Penalty: 4417.167480
	Iteration 37Q: 3 clusters Score -911950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -911950.125000 Penalty: 4417.167480
	Iteration 38Q: 3 clusters Score -911950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -911950.500000 Penalty: 4417.167480
	Iteration 39Q: 3 clusters Score -911950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -911952.375000 Penalty: 4417.167480
	Iteration 40F: 3 clusters Score -911952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -911953.062500 Penalty: 4417.167480
	Iteration 41Q: 3 clusters Score -911953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -911951.812500 Penalty: 4417.167480
	Iteration 42Q: 3 clusters Score -911951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -911952.187500 Penalty: 4417.167480
	Iteration 43Q: 3 clusters Score -911952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -911951.375000 Penalty: 4417.167480
	Iteration 44Q: 3 clusters Score -911951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -911953.437500 Penalty: 4417.167480
	Iteration 45Q: 3 clusters Score -911953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -911953.875000 Penalty: 4417.167480
	Iteration 46Q: 3 clusters Score -911953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -911954.312500 Penalty: 4417.167480
	Iteration 47Q: 3 clusters Score -911954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -911955.062500 Penalty: 4417.167480
	Iteration 48Q: 3 clusters Score -911955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -911956.437500 Penalty: 4417.167480
	Iteration 49Q: 3 clusters Score -911956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -911957.750000 Penalty: 4417.167480
	Iteration 50Q: 3 clusters Score -911957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -911960.187500 Penalty: 4417.167480
	Iteration 51Q: 3 clusters Score -911960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -911958.750000 Penalty: 4417.167480
	Iteration 52Q: 3 clusters Score -911958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -911958.625000 Penalty: 4417.167480
	Iteration 53Q: 3 clusters Score -911958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -911960.812500 Penalty: 4417.167480
	Iteration 54Q: 3 clusters Score -911960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -911960.812500 Penalty: 4417.167480
	Iteration 55F: 3 clusters Score -911960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -307134.531250 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307134.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -307698.000000 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307698 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307836.937500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307836.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307917.062500 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -307917.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307967.718750 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -307967.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -307998.000000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -307998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -308019.312500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308019.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -308038.156250 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -308053.468750 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308053.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -308060.781250 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308060.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -308068.281250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308068.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -308073.375000 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -308081.718750 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -308087.000000 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -308094.843750 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -308100.687500 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -308108.250000 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -308115.187500 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -308121.156250 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308127.343750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308127.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -308131.843750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -308131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -308135.843750 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -308135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308139.531250 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -308139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -308142.375000 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -308142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -308144.156250 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -308144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308143.468750 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -308143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308143.468750 Penalty: 3884.482178
	Iteration 26F: 3 clusters Score -308143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -41294.507812 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -41294.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39958.312500 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -39958.31 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40551.636719 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -40551.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40975.285156 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -40975.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41241.726562 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -41241.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41351.375000 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -41351.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41388.468750 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -41388.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41423.882812 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -41423.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41484.160156 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -41484.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41503.519531 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -41503.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41513.753906 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -41513.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41517.644531 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -41517.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41522.628906 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -41522.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41522.628906 Penalty: 3176.993408
	Iteration 12F: 3 clusters Score -41522.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 420 members 
Entering Unmasked Estep 
Score: -134487472.000000 Penalty: 252057.234375
Splitting cluster 51 changes total score from -134488992.000000 to -134487472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -394695.218750 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -394695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -391251.875000 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -391251.9 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -392046.500000 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -392046.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -392367.531250 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -392367.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -392698.687500 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -392698.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -393155.687500 Penalty: 4017.830566
	Iteration 4F: 3 clusters Score -393155.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -393787.468750 Penalty: 4017.830566
	Iteration 5F: 3 clusters Score -393787.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -394252.531250 Penalty: 4017.830566
	Iteration 6F: 3 clusters Score -394252.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -394477.593750 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -394477.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -394567.250000 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -394567.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -394625.125000 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -394625.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -394657.375000 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -394657.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394683.750000 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -394683.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -394712.031250 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -394712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -394731.250000 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -394731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -394742.187500 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -394742.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -394751.062500 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -394751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -394756.906250 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -394756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -394758.875000 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -394758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -394759.843750 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -394759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -394761.875000 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -394761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394763.625000 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -394763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -394766.406250 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -394766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394768.312500 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -394768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -394770.406250 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -394770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -394772.406250 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -394772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -394774.093750 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -394774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -394775.843750 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -394775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -394776.718750 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -394776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -394777.937500 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -394777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -394777.937500 Penalty: 4017.830566
	Iteration 29F: 3 clusters Score -394777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 1654 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 1642 members 
Entering Unmasked Estep 
Score: -134487536.000000 Penalty: 252057.234375
Splitting cluster 52 changes total score from -134488992.000000 to -134487536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (239092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239092 members 
Entering Unmasked Estep 
Score: -30021326.000000 Penalty: 3071.381592
	Iteration 0F: 2 clusters Score -3.002133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -29878048.000000 Penalty: 6142.763184
	Iteration 0F: 3 clusters Score -2.987805e+07 nChanged 115631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -29945666.000000 Penalty: 6142.763184
	Iteration 1F: 3 clusters Score -2.994567e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -29946996.000000 Penalty: 6142.763184
	Iteration 2Q: 3 clusters Score -2.9947e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -29948800.000000 Penalty: 6142.763184
	Iteration 3Q: 3 clusters Score -2.99488e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -29951048.000000 Penalty: 6142.763184
	Iteration 4Q: 3 clusters Score -2.995105e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 108522 members 
Entering Unmasked Estep 
Score: -29954838.000000 Penalty: 6142.763184
	Iteration 5Q: 3 clusters Score -2.995484e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136685 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -29960072.000000 Penalty: 6142.763184
	Iteration 6F: 3 clusters Score -2.996007e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -29966940.000000 Penalty: 6142.763184
	Iteration 7F: 3 clusters Score -2.996694e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -29974948.000000 Penalty: 6142.763184
	Iteration 8F: 3 clusters Score -2.997495e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166188 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -29982490.000000 Penalty: 6142.763184
	Iteration 9F: 3 clusters Score -2.998249e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177757 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -29989054.000000 Penalty: 6142.763184
	Iteration 10F: 3 clusters Score -2.998905e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -29995504.000000 Penalty: 6142.763184
	Iteration 11Q: 3 clusters Score -2.99955e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198387 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -30001320.000000 Penalty: 6142.763184
	Iteration 12Q: 3 clusters Score -3.000132e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205729 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -30006364.000000 Penalty: 6142.763184
	Iteration 13Q: 3 clusters Score -3.000636e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210897 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -30009830.000000 Penalty: 6142.763184
	Iteration 14Q: 3 clusters Score -3.000983e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214722 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -30012034.000000 Penalty: 6142.763184
	Iteration 15Q: 3 clusters Score -3.001203e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217770 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -30013324.000000 Penalty: 6142.763184
	Iteration 16Q: 3 clusters Score -3.001332e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220271 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -30014094.000000 Penalty: 6142.763184
	Iteration 17Q: 3 clusters Score -3.001409e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222452 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -30014720.000000 Penalty: 6142.763184
	Iteration 18Q: 3 clusters Score -3.001472e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -30015310.000000 Penalty: 6142.763184
	Iteration 19Q: 3 clusters Score -3.001531e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226110 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -30015718.000000 Penalty: 6142.763184
	Iteration 20F: 3 clusters Score -3.001572e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227609 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -30016118.000000 Penalty: 6142.763184
	Iteration 21Q: 3 clusters Score -3.001612e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228954 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -30016546.000000 Penalty: 6142.763184
	Iteration 22Q: 3 clusters Score -3.001655e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230142 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -30016810.000000 Penalty: 6142.763184
	Iteration 23Q: 3 clusters Score -3.001681e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231184 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -30017024.000000 Penalty: 6142.763184
	Iteration 24Q: 3 clusters Score -3.001702e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232105 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -30017282.000000 Penalty: 6142.763184
	Iteration 25Q: 3 clusters Score -3.001728e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232938 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -30017460.000000 Penalty: 6142.763184
	Iteration 26Q: 3 clusters Score -3.001746e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233642 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -30017702.000000 Penalty: 6142.763184
	Iteration 27Q: 3 clusters Score -3.00177e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234270 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -30017832.000000 Penalty: 6142.763184
	Iteration 28Q: 3 clusters Score -3.001783e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234800 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -30018082.000000 Penalty: 6142.763184
	Iteration 29Q: 3 clusters Score -3.001808e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235260 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -30018358.000000 Penalty: 6142.763184
	Iteration 30Q: 3 clusters Score -3.001836e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235647 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -30018516.000000 Penalty: 6142.763184
	Iteration 31Q: 3 clusters Score -3.001852e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235969 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -30018582.000000 Penalty: 6142.763184
	Iteration 32Q: 3 clusters Score -3.001858e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236203 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -30018672.000000 Penalty: 6142.763184
	Iteration 33Q: 3 clusters Score -3.001867e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236410 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -30018800.000000 Penalty: 6142.763184
	Iteration 34Q: 3 clusters Score -3.00188e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236577 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -30018814.000000 Penalty: 6142.763184
	Iteration 35Q: 3 clusters Score -3.001881e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236730 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -30018898.000000 Penalty: 6142.763184
	Iteration 36Q: 3 clusters Score -3.00189e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236875 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -30018958.000000 Penalty: 6142.763184
	Iteration 37Q: 3 clusters Score -3.001896e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236979 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -30018986.000000 Penalty: 6142.763184
	Iteration 38Q: 3 clusters Score -3.001899e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237061 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -30018988.000000 Penalty: 6142.763184
	Iteration 39Q: 3 clusters Score -3.001899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237131 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -30019036.000000 Penalty: 6142.763184
	Iteration 40F: 3 clusters Score -3.001904e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237192 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -30019080.000000 Penalty: 6142.763184
	Iteration 41Q: 3 clusters Score -3.001908e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237251 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -30019084.000000 Penalty: 6142.763184
	Iteration 42Q: 3 clusters Score -3.001908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237288 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -30019074.000000 Penalty: 6142.763184
	Iteration 43Q: 3 clusters Score -3.001907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237332 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -30019058.000000 Penalty: 6142.763184
	Iteration 44Q: 3 clusters Score -3.001906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237362 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -30019074.000000 Penalty: 6142.763184
	Iteration 45Q: 3 clusters Score -3.001907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237393 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30019072.000000 Penalty: 6142.763184
	Iteration 46Q: 3 clusters Score -3.001907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237424 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30019114.000000 Penalty: 6142.763184
	Iteration 47Q: 3 clusters Score -3.001911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237446 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -30019110.000000 Penalty: 6142.763184
	Iteration 48Q: 3 clusters Score -3.001911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237472 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -30019122.000000 Penalty: 6142.763184
	Iteration 49Q: 3 clusters Score -3.001912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237490 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -30019110.000000 Penalty: 6142.763184
	Iteration 50Q: 3 clusters Score -3.001911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237503 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -30019126.000000 Penalty: 6142.763184
	Iteration 51Q: 3 clusters Score -3.001913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237515 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -30019132.000000 Penalty: 6142.763184
	Iteration 52Q: 3 clusters Score -3.001913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237520 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -30019128.000000 Penalty: 6142.763184
	Iteration 53Q: 3 clusters Score -3.001913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237525 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -30019124.000000 Penalty: 6142.763184
	Iteration 54Q: 3 clusters Score -3.001912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237529 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -30019122.000000 Penalty: 6142.763184
	Iteration 55Q: 3 clusters Score -3.001912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237534 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -30019118.000000 Penalty: 6142.763184
	Iteration 56Q: 3 clusters Score -3.001912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237538 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -30019124.000000 Penalty: 6142.763184
	Iteration 57Q: 3 clusters Score -3.001912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237541 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -30019104.000000 Penalty: 6142.763184
	Iteration 58Q: 3 clusters Score -3.00191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237545 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -30019104.000000 Penalty: 6142.763184
	Iteration 59Q: 3 clusters Score -3.00191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237547 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -30019088.000000 Penalty: 6142.763184
	Iteration 60F: 3 clusters Score -3.001909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -1044537.500000 Penalty: 2248.369873
	Iteration 0F: 2 clusters Score -1044538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1037807.625000 Penalty: 4496.739746
	Iteration 0F: 3 clusters Score -1037808 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1040167.187500 Penalty: 4496.739746
	Iteration 1F: 3 clusters Score -1040167 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1041214.875000 Penalty: 4496.739746
	Iteration 2F: 3 clusters Score -1041215 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1042432.750000 Penalty: 4496.739746
	Iteration 3F: 3 clusters Score -1042433 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1043297.125000 Penalty: 4496.739746
	Iteration 4F: 3 clusters Score -1043297 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1043745.500000 Penalty: 4496.739746
	Iteration 5F: 3 clusters Score -1043746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1044009.750000 Penalty: 4496.739746
	Iteration 6Q: 3 clusters Score -1044010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1044240.812500 Penalty: 4496.739746
	Iteration 7Q: 3 clusters Score -1044241 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1044411.000000 Penalty: 4496.739746
	Iteration 8Q: 3 clusters Score -1044411 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1044543.000000 Penalty: 4496.739746
	Iteration 9Q: 3 clusters Score -1044543 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1044633.562500 Penalty: 4496.739746
	Iteration 10Q: 3 clusters Score -1044634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1044675.187500 Penalty: 4496.739746
	Iteration 11Q: 3 clusters Score -1044675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1044714.062500 Penalty: 4496.739746
	Iteration 12Q: 3 clusters Score -1044714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1044744.375000 Penalty: 4496.739746
	Iteration 13Q: 3 clusters Score -1044744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1044762.312500 Penalty: 4496.739746
	Iteration 14Q: 3 clusters Score -1044762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1044771.625000 Penalty: 4496.739746
	Iteration 15Q: 3 clusters Score -1044772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1044779.187500 Penalty: 4496.739746
	Iteration 16Q: 3 clusters Score -1044779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1044787.687500 Penalty: 4496.739746
	Iteration 17Q: 3 clusters Score -1044788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1044789.625000 Penalty: 4496.739746
	Iteration 18Q: 3 clusters Score -1044790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1044791.312500 Penalty: 4496.739746
	Iteration 19Q: 3 clusters Score -1044791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1044792.062500 Penalty: 4496.739746
	Iteration 20F: 3 clusters Score -1044792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1044792.000000 Penalty: 4496.739746
	Iteration 21Q: 3 clusters Score -1044792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1044797.625000 Penalty: 4496.739746
	Iteration 22Q: 3 clusters Score -1044798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1044796.187500 Penalty: 4496.739746
	Iteration 23Q: 3 clusters Score -1044796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1044795.437500 Penalty: 4496.739746
	Iteration 24Q: 3 clusters Score -1044795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1044794.375000 Penalty: 4496.739746
	Iteration 25Q: 3 clusters Score -1044794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1044794.375000 Penalty: 4496.739746
	Iteration 26F: 3 clusters Score -1044794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 2707 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 5949 members 
Entering Unmasked Estep 
Score: -134487776.000000 Penalty: 252057.234375
Splitting cluster 54 changes total score from -134488992.000000 to -134487776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -424757.343750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -424757.3 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 1312 members 
Entering Unmasked Estep 
Score: -421826.812500 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -421826.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -423025.875000 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -423025.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -423681.562500 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -423681.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -424014.312500 Penalty: 3900.180420
	Iteration 3F: 3 clusters Score -424014.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -424233.718750 Penalty: 3900.180420
	Iteration 4F: 3 clusters Score -424233.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -424396.437500 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -424396.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -424507.281250 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -424507.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -424577.312500 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -424577.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -424650.406250 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -424650.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -424716.656250 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -424716.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -424802.875000 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -424802.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -424880.531250 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -424880.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -424928.625000 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -424928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -424943.750000 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -424943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -424948.281250 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -424948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -424951.906250 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -424951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -424957.375000 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -424957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -424963.562500 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -424963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -424969.468750 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -424969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -424973.281250 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -424973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -424976.468750 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -424976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -424977.968750 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -424978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -424979.875000 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -424979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -424979.875000 Penalty: 3900.180420
	Iteration 23F: 3 clusters Score -424979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 434 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 2166 members 
Entering Unmasked Estep 
Score: -134487520.000000 Penalty: 252057.234375
Splitting cluster 55 changes total score from -134488992.000000 to -134487520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -598957.875000 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -598957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -594500.875000 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -594500.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -595541.250000 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -595541.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -595743.562500 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -595743.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -595888.312500 Penalty: 4215.013184
	Iteration 3F: 3 clusters Score -595888.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -596001.250000 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -596001.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -596084.125000 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -596084.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -596149.812500 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -596149.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -596215.500000 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -596215.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -596279.750000 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -596279.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -596332.937500 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -596332.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -596386.312500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -596386.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -596431.500000 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -596431.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -596479.062500 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -596479.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -596518.812500 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -596518.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -596543.625000 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -596543.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -596564.187500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -596564.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -596587.000000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -596587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -596606.687500 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -596606.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -596625.687500 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -596625.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596647.125000 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -596647.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -596674.062500 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -596674.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -596703.062500 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -596703.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -596728.250000 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -596728.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -596748.812500 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -596748.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -596770.687500 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -596770.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -596791.875000 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -596791.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -596814.187500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -596814.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -596840.750000 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -596840.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -596871.750000 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -596871.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -596901.500000 Penalty: 4215.013184
	Iteration 29Q: 3 clusters Score -596901.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -596936.312500 Penalty: 4215.013184
	Iteration 30Q: 3 clusters Score -596936.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -596966.437500 Penalty: 4215.013184
	Iteration 31Q: 3 clusters Score -596966.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -596997.062500 Penalty: 4215.013184
	Iteration 32Q: 3 clusters Score -596997.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -597024.375000 Penalty: 4215.013184
	Iteration 33Q: 3 clusters Score -597024.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -597051.750000 Penalty: 4215.013184
	Iteration 34Q: 3 clusters Score -597051.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -597073.250000 Penalty: 4215.013184
	Iteration 35Q: 3 clusters Score -597073.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -597094.500000 Penalty: 4215.013184
	Iteration 36Q: 3 clusters Score -597094.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -597114.875000 Penalty: 4215.013184
	Iteration 37Q: 3 clusters Score -597114.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -597146.625000 Penalty: 4215.013184
	Iteration 38Q: 3 clusters Score -597146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -597166.687500 Penalty: 4215.013184
	Iteration 39Q: 3 clusters Score -597166.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -597194.250000 Penalty: 4215.013184
	Iteration 40F: 3 clusters Score -597194.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -597220.687500 Penalty: 4215.013184
	Iteration 41Q: 3 clusters Score -597220.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -597239.125000 Penalty: 4215.013184
	Iteration 42Q: 3 clusters Score -597239.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -597245.062500 Penalty: 4215.013184
	Iteration 43Q: 3 clusters Score -597245.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -597257.687500 Penalty: 4215.013184
	Iteration 44Q: 3 clusters Score -597257.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -597269.375000 Penalty: 4215.013184
	Iteration 45Q: 3 clusters Score -597269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -597277.625000 Penalty: 4215.013184
	Iteration 46Q: 3 clusters Score -597277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -597286.062500 Penalty: 4215.013184
	Iteration 47Q: 3 clusters Score -597286.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -597295.125000 Penalty: 4215.013184
	Iteration 48Q: 3 clusters Score -597295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -597300.312500 Penalty: 4215.013184
	Iteration 49Q: 3 clusters Score -597300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -597308.375000 Penalty: 4215.013184
	Iteration 50Q: 3 clusters Score -597308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -597315.562500 Penalty: 4215.013184
	Iteration 51Q: 3 clusters Score -597315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -597321.625000 Penalty: 4215.013184
	Iteration 52Q: 3 clusters Score -597321.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -597331.062500 Penalty: 4215.013184
	Iteration 53Q: 3 clusters Score -597331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -597340.250000 Penalty: 4215.013184
	Iteration 54Q: 3 clusters Score -597340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -597350.250000 Penalty: 4215.013184
	Iteration 55Q: 3 clusters Score -597350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -597353.312500 Penalty: 4215.013184
	Iteration 56Q: 3 clusters Score -597353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -597357.562500 Penalty: 4215.013184
	Iteration 57Q: 3 clusters Score -597357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -597361.125000 Penalty: 4215.013184
	Iteration 58Q: 3 clusters Score -597361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -597364.875000 Penalty: 4215.013184
	Iteration 59Q: 3 clusters Score -597364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -597367.687500 Penalty: 4215.013184
	Iteration 60F: 3 clusters Score -597367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -597370.437500 Penalty: 4215.013184
	Iteration 61Q: 3 clusters Score -597370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -597373.250000 Penalty: 4215.013184
	Iteration 62Q: 3 clusters Score -597373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -597376.187500 Penalty: 4215.013184
	Iteration 63Q: 3 clusters Score -597376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -597375.000000 Penalty: 4215.013184
	Iteration 64Q: 3 clusters Score -597375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -597376.687500 Penalty: 4215.013184
	Iteration 65Q: 3 clusters Score -597376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -597380.125000 Penalty: 4215.013184
	Iteration 66Q: 3 clusters Score -597380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -597381.625000 Penalty: 4215.013184
	Iteration 67Q: 3 clusters Score -597381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -597382.625000 Penalty: 4215.013184
	Iteration 68Q: 3 clusters Score -597382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -597382.687500 Penalty: 4215.013184
	Iteration 69Q: 3 clusters Score -597382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -597382.687500 Penalty: 4215.013184
	Iteration 70F: 3 clusters Score -597382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -397357.093750 Penalty: 2005.124268
	Iteration 0F: 2 clusters Score -397357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -393938.718750 Penalty: 4010.248535
	Iteration 0F: 3 clusters Score -393938.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -394661.875000 Penalty: 4010.248535
	Iteration 1F: 3 clusters Score -394661.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -394811.562500 Penalty: 4010.248535
	Iteration 2F: 3 clusters Score -394811.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -394913.625000 Penalty: 4010.248535
	Iteration 3Q: 3 clusters Score -394913.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -394983.812500 Penalty: 4010.248535
	Iteration 4Q: 3 clusters Score -394983.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395048.375000 Penalty: 4010.248535
	Iteration 5Q: 3 clusters Score -395048.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -395117.625000 Penalty: 4010.248535
	Iteration 6Q: 3 clusters Score -395117.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -395173.093750 Penalty: 4010.248535
	Iteration 7Q: 3 clusters Score -395173.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -395240.750000 Penalty: 4010.248535
	Iteration 8Q: 3 clusters Score -395240.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -395295.656250 Penalty: 4010.248535
	Iteration 9Q: 3 clusters Score -395295.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -395361.437500 Penalty: 4010.248535
	Iteration 10Q: 3 clusters Score -395361.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -395418.937500 Penalty: 4010.248535
	Iteration 11Q: 3 clusters Score -395418.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -395465.093750 Penalty: 4010.248535
	Iteration 12Q: 3 clusters Score -395465.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -395511.656250 Penalty: 4010.248535
	Iteration 13Q: 3 clusters Score -395511.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -395549.750000 Penalty: 4010.248535
	Iteration 14Q: 3 clusters Score -395549.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -395574.000000 Penalty: 4010.248535
	Iteration 15Q: 3 clusters Score -395574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -395595.531250 Penalty: 4010.248535
	Iteration 16Q: 3 clusters Score -395595.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -395614.125000 Penalty: 4010.248535
	Iteration 17Q: 3 clusters Score -395614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -395631.625000 Penalty: 4010.248535
	Iteration 18Q: 3 clusters Score -395631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -395637.468750 Penalty: 4010.248535
	Iteration 19Q: 3 clusters Score -395637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -395641.500000 Penalty: 4010.248535
	Iteration 20F: 3 clusters Score -395641.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -395645.625000 Penalty: 4010.248535
	Iteration 21Q: 3 clusters Score -395645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -395648.437500 Penalty: 4010.248535
	Iteration 22Q: 3 clusters Score -395648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -395650.312500 Penalty: 4010.248535
	Iteration 23Q: 3 clusters Score -395650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -395650.656250 Penalty: 4010.248535
	Iteration 24Q: 3 clusters Score -395650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -395651.281250 Penalty: 4010.248535
	Iteration 25Q: 3 clusters Score -395651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -395651.375000 Penalty: 4010.248535
	Iteration 26Q: 3 clusters Score -395651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -395651.375000 Penalty: 4010.248535
	Iteration 27F: 3 clusters Score -395651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -840015.687500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -840015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -834353.625000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -834353.6 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -835881.875000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -835881.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -836176.062500 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -836176.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -836414.125000 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -836414.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -836603.750000 Penalty: 4383.417969
	Iteration 4Q: 3 clusters Score -836603.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -836771.312500 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -836771.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -836968.437500 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -836968.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -837148.687500 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -837148.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -837309.750000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -837309.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -837469.250000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -837469.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -837621.125000 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -837621.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -837752.812500 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -837752.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -837869.500000 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -837869.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -837972.875000 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -837972.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -838051.437500 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -838051.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -838115.562500 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -838115.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -838164.750000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -838164.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -838202.562500 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -838202.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -838243.312500 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -838243.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -838281.750000 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -838281.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -838313.375000 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -838313.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -838333.500000 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -838333.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -838349.125000 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -838349.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -838363.187500 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -838363.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -838373.375000 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -838373.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -838380.000000 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -838380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -838385.000000 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -838385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -838391.125000 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -838391.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -838395.250000 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -838395.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -838402.187500 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -838402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -838405.125000 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -838405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -838406.312500 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -838406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -838407.000000 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -838407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -838410.500000 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -838410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -838409.437500 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -838409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -838412.875000 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -838412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -838413.250000 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -838413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -838418.937500 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -838418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -838424.125000 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -838424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -838426.312500 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -838426.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -838429.500000 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -838429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -838436.062500 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -838436.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -838440.062500 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -838440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -838447.000000 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -838447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -838447.000000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -838447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -838450.375000 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -838450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -838449.937500 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -838449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -838449.250000 Penalty: 4383.417969
	Iteration 47Q: 3 clusters Score -838449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -838450.312500 Penalty: 4383.417969
	Iteration 48Q: 3 clusters Score -838450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -838450.437500 Penalty: 4383.417969
	Iteration 49Q: 3 clusters Score -838450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -838450.437500 Penalty: 4383.417969
	Iteration 50F: 3 clusters Score -838450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -525520.562500 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -525520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -521453.781250 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -521453.8 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -522345.875000 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -522345.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -522564.625000 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -522564.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -522701.437500 Penalty: 4148.680176
	Iteration 3F: 3 clusters Score -522701.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -522796.781250 Penalty: 4148.680176
	Iteration 4Q: 3 clusters Score -522796.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -522880.781250 Penalty: 4148.680176
	Iteration 5Q: 3 clusters Score -522880.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -522962.593750 Penalty: 4148.680176
	Iteration 6Q: 3 clusters Score -522962.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -523043.468750 Penalty: 4148.680176
	Iteration 7Q: 3 clusters Score -523043.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -523117.468750 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -523117.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -523188.812500 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -523188.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -523245.312500 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -523245.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -523287.468750 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -523287.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -523324.062500 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -523324.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -523368.437500 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -523368.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -523405.562500 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -523405.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -523446.375000 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -523446.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -523478.937500 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -523478.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -523521.000000 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -523521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -523579.000000 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -523579 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -523670.968750 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -523671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -523784.968750 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -523785 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -523970.687500 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -523970.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -524182.312500 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -524182.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -524425.937500 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -524425.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -524702.312500 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -524702.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -524943.937500 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -524943.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -525097.562500 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -525097.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -525139.187500 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -525139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -525151.937500 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -525151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -525155.687500 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -525155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -525158.625000 Penalty: 4148.680176
	Iteration 30Q: 3 clusters Score -525158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -525158.062500 Penalty: 4148.680176
	Iteration 31Q: 3 clusters Score -525158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -525158.062500 Penalty: 4148.680176
	Iteration 32F: 3 clusters Score -525158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -423746.750000 Penalty: 2019.880371
	Iteration 0F: 2 clusters Score -423746.8 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 1741 members 
Entering Unmasked Estep 
Score: -420189.656250 Penalty: 4039.760742
	Iteration 0F: 3 clusters Score -420189.7 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -421019.437500 Penalty: 4039.760742
	Iteration 1F: 3 clusters Score -421019.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -421240.781250 Penalty: 4039.760742
	Iteration 2F: 3 clusters Score -421240.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -421359.187500 Penalty: 4039.760742
	Iteration 3F: 3 clusters Score -421359.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -421448.375000 Penalty: 4039.760742
	Iteration 4Q: 3 clusters Score -421448.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -421539.125000 Penalty: 4039.760742
	Iteration 5Q: 3 clusters Score -421539.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -421610.562500 Penalty: 4039.760742
	Iteration 6Q: 3 clusters Score -421610.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -421670.937500 Penalty: 4039.760742
	Iteration 7Q: 3 clusters Score -421670.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -421734.906250 Penalty: 4039.760742
	Iteration 8Q: 3 clusters Score -421734.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -421783.468750 Penalty: 4039.760742
	Iteration 9Q: 3 clusters Score -421783.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -421839.906250 Penalty: 4039.760742
	Iteration 10Q: 3 clusters Score -421839.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -421910.093750 Penalty: 4039.760742
	Iteration 11Q: 3 clusters Score -421910.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -421963.531250 Penalty: 4039.760742
	Iteration 12Q: 3 clusters Score -421963.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -422002.343750 Penalty: 4039.760742
	Iteration 13Q: 3 clusters Score -422002.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -422027.343750 Penalty: 4039.760742
	Iteration 14Q: 3 clusters Score -422027.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -422049.656250 Penalty: 4039.760742
	Iteration 15Q: 3 clusters Score -422049.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -422072.625000 Penalty: 4039.760742
	Iteration 16Q: 3 clusters Score -422072.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -422089.000000 Penalty: 4039.760742
	Iteration 17Q: 3 clusters Score -422089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -422106.031250 Penalty: 4039.760742
	Iteration 18Q: 3 clusters Score -422106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -422115.718750 Penalty: 4039.760742
	Iteration 19Q: 3 clusters Score -422115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -422128.562500 Penalty: 4039.760742
	Iteration 20F: 3 clusters Score -422128.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -422142.187500 Penalty: 4039.760742
	Iteration 21Q: 3 clusters Score -422142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -422152.625000 Penalty: 4039.760742
	Iteration 22Q: 3 clusters Score -422152.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -422161.281250 Penalty: 4039.760742
	Iteration 23Q: 3 clusters Score -422161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -422171.687500 Penalty: 4039.760742
	Iteration 24Q: 3 clusters Score -422171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -422180.062500 Penalty: 4039.760742
	Iteration 25Q: 3 clusters Score -422180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -422189.031250 Penalty: 4039.760742
	Iteration 26Q: 3 clusters Score -422189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -422203.437500 Penalty: 4039.760742
	Iteration 27Q: 3 clusters Score -422203.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -422216.125000 Penalty: 4039.760742
	Iteration 28Q: 3 clusters Score -422216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -422224.125000 Penalty: 4039.760742
	Iteration 29Q: 3 clusters Score -422224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -422234.187500 Penalty: 4039.760742
	Iteration 30Q: 3 clusters Score -422234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -422247.343750 Penalty: 4039.760742
	Iteration 31Q: 3 clusters Score -422247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -422254.250000 Penalty: 4039.760742
	Iteration 32Q: 3 clusters Score -422254.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -422260.375000 Penalty: 4039.760742
	Iteration 33Q: 3 clusters Score -422260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -422265.906250 Penalty: 4039.760742
	Iteration 34Q: 3 clusters Score -422265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -422269.250000 Penalty: 4039.760742
	Iteration 35Q: 3 clusters Score -422269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -422275.406250 Penalty: 4039.760742
	Iteration 36Q: 3 clusters Score -422275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -422280.437500 Penalty: 4039.760742
	Iteration 37Q: 3 clusters Score -422280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -422284.312500 Penalty: 4039.760742
	Iteration 38Q: 3 clusters Score -422284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -422289.187500 Penalty: 4039.760742
	Iteration 39Q: 3 clusters Score -422289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -422297.906250 Penalty: 4039.760742
	Iteration 40F: 3 clusters Score -422297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -422301.031250 Penalty: 4039.760742
	Iteration 41Q: 3 clusters Score -422301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -422306.843750 Penalty: 4039.760742
	Iteration 42Q: 3 clusters Score -422306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -422308.468750 Penalty: 4039.760742
	Iteration 43Q: 3 clusters Score -422308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -422313.437500 Penalty: 4039.760742
	Iteration 44Q: 3 clusters Score -422313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -422314.500000 Penalty: 4039.760742
	Iteration 45Q: 3 clusters Score -422314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -422314.750000 Penalty: 4039.760742
	Iteration 46Q: 3 clusters Score -422314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -422314.750000 Penalty: 4039.760742
	Iteration 47F: 3 clusters Score -422314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Entering Unmasked Estep 
Score: -1531831.250000 Penalty: 2333.641846
	Iteration 0F: 2 clusters Score -1531831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1522600.625000 Penalty: 4667.283691
	Iteration 0F: 3 clusters Score -1522601 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1525498.500000 Penalty: 4667.283691
	Iteration 1F: 3 clusters Score -1525498 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1525910.500000 Penalty: 4667.283691
	Iteration 2F: 3 clusters Score -1525910 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1526231.625000 Penalty: 4667.283691
	Iteration 3F: 3 clusters Score -1526232 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1526492.625000 Penalty: 4667.283691
	Iteration 4Q: 3 clusters Score -1526493 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1526711.250000 Penalty: 4667.283691
	Iteration 5Q: 3 clusters Score -1526711 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1526894.375000 Penalty: 4667.283691
	Iteration 6Q: 3 clusters Score -1526894 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1527048.250000 Penalty: 4667.283691
	Iteration 7Q: 3 clusters Score -1527048 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1527187.500000 Penalty: 4667.283691
	Iteration 8Q: 3 clusters Score -1527188 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1527329.500000 Penalty: 4667.283691
	Iteration 9Q: 3 clusters Score -1527330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1527481.750000 Penalty: 4667.283691
	Iteration 10Q: 3 clusters Score -1527482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1527656.250000 Penalty: 4667.283691
	Iteration 11Q: 3 clusters Score -1527656 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1527902.375000 Penalty: 4667.283691
	Iteration 12Q: 3 clusters Score -1527902 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1528265.875000 Penalty: 4667.283691
	Iteration 13Q: 3 clusters Score -1528266 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1528741.500000 Penalty: 4667.283691
	Iteration 14Q: 3 clusters Score -1528742 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1529263.000000 Penalty: 4667.283691
	Iteration 15Q: 3 clusters Score -1529263 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1529741.375000 Penalty: 4667.283691
	Iteration 16Q: 3 clusters Score -1529741 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1530090.750000 Penalty: 4667.283691
	Iteration 17Q: 3 clusters Score -1530091 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1530333.375000 Penalty: 4667.283691
	Iteration 18Q: 3 clusters Score -1530333 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1530477.375000 Penalty: 4667.283691
	Iteration 19Q: 3 clusters Score -1530477 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1530547.000000 Penalty: 4667.283691
	Iteration 20F: 3 clusters Score -1530547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1530587.375000 Penalty: 4667.283691
	Iteration 21Q: 3 clusters Score -1530587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1530609.500000 Penalty: 4667.283691
	Iteration 22Q: 3 clusters Score -1530610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1530627.875000 Penalty: 4667.283691
	Iteration 23Q: 3 clusters Score -1530628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1530645.125000 Penalty: 4667.283691
	Iteration 24Q: 3 clusters Score -1530645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1530656.375000 Penalty: 4667.283691
	Iteration 25Q: 3 clusters Score -1530656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1530669.500000 Penalty: 4667.283691
	Iteration 26Q: 3 clusters Score -1530670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1530674.500000 Penalty: 4667.283691
	Iteration 27Q: 3 clusters Score -1530674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1530693.375000 Penalty: 4667.283691
	Iteration 28Q: 3 clusters Score -1530693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1530707.250000 Penalty: 4667.283691
	Iteration 29Q: 3 clusters Score -1530707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1530722.375000 Penalty: 4667.283691
	Iteration 30Q: 3 clusters Score -1530722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1530739.125000 Penalty: 4667.283691
	Iteration 31Q: 3 clusters Score -1530739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1530757.500000 Penalty: 4667.283691
	Iteration 32Q: 3 clusters Score -1530758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1530771.875000 Penalty: 4667.283691
	Iteration 33Q: 3 clusters Score -1530772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1530790.500000 Penalty: 4667.283691
	Iteration 34Q: 3 clusters Score -1530790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1530799.750000 Penalty: 4667.283691
	Iteration 35Q: 3 clusters Score -1530800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1530813.500000 Penalty: 4667.283691
	Iteration 36Q: 3 clusters Score -1530814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1530830.375000 Penalty: 4667.283691
	Iteration 37Q: 3 clusters Score -1530830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1530847.375000 Penalty: 4667.283691
	Iteration 38Q: 3 clusters Score -1530847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1530857.875000 Penalty: 4667.283691
	Iteration 39Q: 3 clusters Score -1530858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1530868.500000 Penalty: 4667.283691
	Iteration 40F: 3 clusters Score -1530868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1530880.250000 Penalty: 4667.283691
	Iteration 41Q: 3 clusters Score -1530880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1530886.000000 Penalty: 4667.283691
	Iteration 42Q: 3 clusters Score -1530886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1530888.625000 Penalty: 4667.283691
	Iteration 43Q: 3 clusters Score -1530889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1530889.375000 Penalty: 4667.283691
	Iteration 44Q: 3 clusters Score -1530889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1530890.375000 Penalty: 4667.283691
	Iteration 45Q: 3 clusters Score -1530890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1530890.125000 Penalty: 4667.283691
	Iteration 46Q: 3 clusters Score -1530890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1530896.750000 Penalty: 4667.283691
	Iteration 47Q: 3 clusters Score -1530897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1530898.375000 Penalty: 4667.283691
	Iteration 48Q: 3 clusters Score -1530898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1530893.625000 Penalty: 4667.283691
	Iteration 49Q: 3 clusters Score -1530894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1530893.250000 Penalty: 4667.283691
	Iteration 50Q: 3 clusters Score -1530893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1530893.250000 Penalty: 4667.283691
	Iteration 51F: 3 clusters Score -1530893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -386791.843750 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -386791.8 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 1850 members 
Entering Unmasked Estep 
Score: -383057.031250 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -383057 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -383830.562500 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -383830.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -384101.187500 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -384101.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -384342.750000 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -384342.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -384576.312500 Penalty: 4069.517334
	Iteration 4F: 3 clusters Score -384576.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -384773.218750 Penalty: 4069.517334
	Iteration 5F: 3 clusters Score -384773.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -384965.812500 Penalty: 4069.517334
	Iteration 6F: 3 clusters Score -384965.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -385150.750000 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -385150.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -385408.093750 Penalty: 4069.517334
	Iteration 8F: 3 clusters Score -385408.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -385673.593750 Penalty: 4069.517334
	Iteration 9F: 3 clusters Score -385673.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -385928.343750 Penalty: 4069.517334
	Iteration 10F: 3 clusters Score -385928.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -386159.812500 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -386159.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -386303.875000 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -386303.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -386440.125000 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -386440.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -386572.687500 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -386572.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -386633.750000 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -386633.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -386676.218750 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -386676.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386715.218750 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -386715.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -386737.625000 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -386737.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -386752.312500 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -386752.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -386767.343750 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -386767.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -386772.750000 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -386772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -386777.281250 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -386777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -386778.937500 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -386778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -386782.218750 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -386782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -386787.812500 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -386787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -386794.250000 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -386794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -386798.781250 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -386798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -386800.125000 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -386800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -386800.593750 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -386800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -386803.687500 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -386803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -386804.062500 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -386804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -386804.062500 Penalty: 4069.517334
	Iteration 32F: 3 clusters Score -386804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 2436 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 1222 members 
Entering Unmasked Estep 
Score: -134487456.000000 Penalty: 252057.234375
Splitting cluster 62 changes total score from -134488992.000000 to -134487456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -406027.562500 Penalty: 2011.832642
	Iteration 0F: 2 clusters Score -406027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -402579.000000 Penalty: 4023.665283
	Iteration 0F: 3 clusters Score -402579 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -403372.781250 Penalty: 4023.665283
	Iteration 1F: 3 clusters Score -403372.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -403575.437500 Penalty: 4023.665283
	Iteration 2F: 3 clusters Score -403575.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403727.250000 Penalty: 4023.665283
	Iteration 3F: 3 clusters Score -403727.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -403881.625000 Penalty: 4023.665283
	Iteration 4Q: 3 clusters Score -403881.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -404015.781250 Penalty: 4023.665283
	Iteration 5Q: 3 clusters Score -404015.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -404100.593750 Penalty: 4023.665283
	Iteration 6Q: 3 clusters Score -404100.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -404153.718750 Penalty: 4023.665283
	Iteration 7Q: 3 clusters Score -404153.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404218.031250 Penalty: 4023.665283
	Iteration 8Q: 3 clusters Score -404218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -404277.062500 Penalty: 4023.665283
	Iteration 9Q: 3 clusters Score -404277.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -404323.500000 Penalty: 4023.665283
	Iteration 10Q: 3 clusters Score -404323.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -404365.562500 Penalty: 4023.665283
	Iteration 11Q: 3 clusters Score -404365.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -404398.656250 Penalty: 4023.665283
	Iteration 12Q: 3 clusters Score -404398.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -404426.937500 Penalty: 4023.665283
	Iteration 13Q: 3 clusters Score -404426.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -404448.937500 Penalty: 4023.665283
	Iteration 14Q: 3 clusters Score -404448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -404464.625000 Penalty: 4023.665283
	Iteration 15Q: 3 clusters Score -404464.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -404475.281250 Penalty: 4023.665283
	Iteration 16Q: 3 clusters Score -404475.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -404481.593750 Penalty: 4023.665283
	Iteration 17Q: 3 clusters Score -404481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -404487.906250 Penalty: 4023.665283
	Iteration 18Q: 3 clusters Score -404487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -404492.281250 Penalty: 4023.665283
	Iteration 19Q: 3 clusters Score -404492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -404495.812500 Penalty: 4023.665283
	Iteration 20F: 3 clusters Score -404495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -404498.718750 Penalty: 4023.665283
	Iteration 21Q: 3 clusters Score -404498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -404500.031250 Penalty: 4023.665283
	Iteration 22Q: 3 clusters Score -404500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -404501.406250 Penalty: 4023.665283
	Iteration 23Q: 3 clusters Score -404501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -404503.031250 Penalty: 4023.665283
	Iteration 24Q: 3 clusters Score -404503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -404504.937500 Penalty: 4023.665283
	Iteration 25Q: 3 clusters Score -404504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -404507.093750 Penalty: 4023.665283
	Iteration 26Q: 3 clusters Score -404507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -404508.625000 Penalty: 4023.665283
	Iteration 27Q: 3 clusters Score -404508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -404511.437500 Penalty: 4023.665283
	Iteration 28Q: 3 clusters Score -404511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -404514.718750 Penalty: 4023.665283
	Iteration 29Q: 3 clusters Score -404514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -404516.187500 Penalty: 4023.665283
	Iteration 30Q: 3 clusters Score -404516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -404517.125000 Penalty: 4023.665283
	Iteration 31Q: 3 clusters Score -404517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404519.062500 Penalty: 4023.665283
	Iteration 32Q: 3 clusters Score -404519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404522.531250 Penalty: 4023.665283
	Iteration 33Q: 3 clusters Score -404522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -404528.000000 Penalty: 4023.665283
	Iteration 34Q: 3 clusters Score -404528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -404532.125000 Penalty: 4023.665283
	Iteration 35Q: 3 clusters Score -404532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -404537.875000 Penalty: 4023.665283
	Iteration 36Q: 3 clusters Score -404537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -404541.718750 Penalty: 4023.665283
	Iteration 37Q: 3 clusters Score -404541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -404544.437500 Penalty: 4023.665283
	Iteration 38Q: 3 clusters Score -404544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -404545.593750 Penalty: 4023.665283
	Iteration 39Q: 3 clusters Score -404545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -404546.531250 Penalty: 4023.665283
	Iteration 40F: 3 clusters Score -404546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -404547.093750 Penalty: 4023.665283
	Iteration 41Q: 3 clusters Score -404547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -404547.656250 Penalty: 4023.665283
	Iteration 42Q: 3 clusters Score -404547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -404547.656250 Penalty: 4023.665283
	Iteration 43F: 3 clusters Score -404547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -181555.578125 Penalty: 1819.883057
	Iteration 0F: 2 clusters Score -181555.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179248.187500 Penalty: 3639.766113
	Iteration 0F: 3 clusters Score -179248.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179612.062500 Penalty: 3639.766113
	Iteration 1F: 3 clusters Score -179612.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179712.453125 Penalty: 3639.766113
	Iteration 2F: 3 clusters Score -179712.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -179799.000000 Penalty: 3639.766113
	Iteration 3Q: 3 clusters Score -179799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179845.875000 Penalty: 3639.766113
	Iteration 4Q: 3 clusters Score -179845.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179876.515625 Penalty: 3639.766113
	Iteration 5Q: 3 clusters Score -179876.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179903.250000 Penalty: 3639.766113
	Iteration 6Q: 3 clusters Score -179903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179922.875000 Penalty: 3639.766113
	Iteration 7Q: 3 clusters Score -179922.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179938.953125 Penalty: 3639.766113
	Iteration 8Q: 3 clusters Score -179939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179953.031250 Penalty: 3639.766113
	Iteration 9Q: 3 clusters Score -179953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179962.843750 Penalty: 3639.766113
	Iteration 10Q: 3 clusters Score -179962.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179973.250000 Penalty: 3639.766113
	Iteration 11Q: 3 clusters Score -179973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179981.781250 Penalty: 3639.766113
	Iteration 12Q: 3 clusters Score -179981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179988.718750 Penalty: 3639.766113
	Iteration 13Q: 3 clusters Score -179988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179992.187500 Penalty: 3639.766113
	Iteration 14Q: 3 clusters Score -179992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -179992.578125 Penalty: 3639.766113
	Iteration 15Q: 3 clusters Score -179992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179994.421875 Penalty: 3639.766113
	Iteration 16Q: 3 clusters Score -179994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179996.281250 Penalty: 3639.766113
	Iteration 17Q: 3 clusters Score -179996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180000.625000 Penalty: 3639.766113
	Iteration 18Q: 3 clusters Score -180000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -180006.484375 Penalty: 3639.766113
	Iteration 19Q: 3 clusters Score -180006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180011.109375 Penalty: 3639.766113
	Iteration 20F: 3 clusters Score -180011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180016.187500 Penalty: 3639.766113
	Iteration 21Q: 3 clusters Score -180016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -180016.359375 Penalty: 3639.766113
	Iteration 22Q: 3 clusters Score -180016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -180016.359375 Penalty: 3639.766113
	Iteration 23F: 3 clusters Score -180016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -412770.843750 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -412770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -409927.531250 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -409927.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -410720.843750 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -410720.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -410983.406250 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -410983.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -411173.031250 Penalty: 3888.795166
	Iteration 3F: 3 clusters Score -411173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -411310.875000 Penalty: 3888.795166
	Iteration 4F: 3 clusters Score -411310.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -411449.968750 Penalty: 3888.795166
	Iteration 5Q: 3 clusters Score -411450 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -411586.687500 Penalty: 3888.795166
	Iteration 6Q: 3 clusters Score -411586.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -411695.281250 Penalty: 3888.795166
	Iteration 7Q: 3 clusters Score -411695.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -411768.406250 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -411768.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -411829.375000 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -411829.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -411880.406250 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -411880.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -411910.218750 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -411910.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -411937.500000 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -411937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -411954.875000 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -411954.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -411989.343750 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -411989.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -412013.375000 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -412013.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -412032.562500 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -412032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -412047.843750 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -412047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412057.343750 Penalty: 3888.795166
	Iteration 18Q: 3 clusters Score -412057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -412065.187500 Penalty: 3888.795166
	Iteration 19Q: 3 clusters Score -412065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -412092.343750 Penalty: 3888.795166
	Iteration 20F: 3 clusters Score -412092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412111.687500 Penalty: 3888.795166
	Iteration 21Q: 3 clusters Score -412111.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -412121.375000 Penalty: 3888.795166
	Iteration 22Q: 3 clusters Score -412121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412124.375000 Penalty: 3888.795166
	Iteration 23Q: 3 clusters Score -412124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412127.312500 Penalty: 3888.795166
	Iteration 24Q: 3 clusters Score -412127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -412128.687500 Penalty: 3888.795166
	Iteration 25Q: 3 clusters Score -412128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -412132.281250 Penalty: 3888.795166
	Iteration 26Q: 3 clusters Score -412132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -412134.125000 Penalty: 3888.795166
	Iteration 27Q: 3 clusters Score -412134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -412135.218750 Penalty: 3888.795166
	Iteration 28Q: 3 clusters Score -412135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -412135.218750 Penalty: 3888.795166
	Iteration 29F: 3 clusters Score -412135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -1324949.750000 Penalty: 2299.479248
	Iteration 0F: 2 clusters Score -1324950 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 5375 members 
Entering Unmasked Estep 
Score: -1316781.625000 Penalty: 4598.958496
	Iteration 0F: 3 clusters Score -1316782 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1319130.500000 Penalty: 4598.958496
	Iteration 1F: 3 clusters Score -1319130 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1319419.000000 Penalty: 4598.958496
	Iteration 2F: 3 clusters Score -1319419 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1319633.250000 Penalty: 4598.958496
	Iteration 3Q: 3 clusters Score -1319633 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1319809.375000 Penalty: 4598.958496
	Iteration 4Q: 3 clusters Score -1319809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1319969.875000 Penalty: 4598.958496
	Iteration 5Q: 3 clusters Score -1319970 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1320143.500000 Penalty: 4598.958496
	Iteration 6Q: 3 clusters Score -1320144 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1320334.625000 Penalty: 4598.958496
	Iteration 7Q: 3 clusters Score -1320335 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1320549.375000 Penalty: 4598.958496
	Iteration 8Q: 3 clusters Score -1320549 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1320808.625000 Penalty: 4598.958496
	Iteration 9Q: 3 clusters Score -1320809 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1321081.250000 Penalty: 4598.958496
	Iteration 10Q: 3 clusters Score -1321081 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1321331.125000 Penalty: 4598.958496
	Iteration 11Q: 3 clusters Score -1321331 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1321536.875000 Penalty: 4598.958496
	Iteration 12Q: 3 clusters Score -1321537 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1321691.875000 Penalty: 4598.958496
	Iteration 13Q: 3 clusters Score -1321692 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1321813.250000 Penalty: 4598.958496
	Iteration 14Q: 3 clusters Score -1321813 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1321891.375000 Penalty: 4598.958496
	Iteration 15Q: 3 clusters Score -1321891 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1321952.500000 Penalty: 4598.958496
	Iteration 16Q: 3 clusters Score -1321952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1321993.375000 Penalty: 4598.958496
	Iteration 17Q: 3 clusters Score -1321993 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1322031.125000 Penalty: 4598.958496
	Iteration 18Q: 3 clusters Score -1322031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1322053.750000 Penalty: 4598.958496
	Iteration 19Q: 3 clusters Score -1322054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1322078.625000 Penalty: 4598.958496
	Iteration 20F: 3 clusters Score -1322079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1322099.000000 Penalty: 4598.958496
	Iteration 21Q: 3 clusters Score -1322099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1322122.000000 Penalty: 4598.958496
	Iteration 22Q: 3 clusters Score -1322122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1322140.375000 Penalty: 4598.958496
	Iteration 23Q: 3 clusters Score -1322140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1322151.125000 Penalty: 4598.958496
	Iteration 24Q: 3 clusters Score -1322151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1322160.000000 Penalty: 4598.958496
	Iteration 25Q: 3 clusters Score -1322160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1322169.250000 Penalty: 4598.958496
	Iteration 26Q: 3 clusters Score -1322169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1322185.750000 Penalty: 4598.958496
	Iteration 27Q: 3 clusters Score -1322186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1322192.625000 Penalty: 4598.958496
	Iteration 28Q: 3 clusters Score -1322193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1322194.625000 Penalty: 4598.958496
	Iteration 29Q: 3 clusters Score -1322195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1322198.625000 Penalty: 4598.958496
	Iteration 30Q: 3 clusters Score -1322199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1322206.250000 Penalty: 4598.958496
	Iteration 31Q: 3 clusters Score -1322206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1322209.250000 Penalty: 4598.958496
	Iteration 32Q: 3 clusters Score -1322209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1322215.500000 Penalty: 4598.958496
	Iteration 33Q: 3 clusters Score -1322216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1322215.125000 Penalty: 4598.958496
	Iteration 34Q: 3 clusters Score -1322215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1322217.500000 Penalty: 4598.958496
	Iteration 35Q: 3 clusters Score -1322218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1322222.375000 Penalty: 4598.958496
	Iteration 36Q: 3 clusters Score -1322222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1322227.250000 Penalty: 4598.958496
	Iteration 37Q: 3 clusters Score -1322227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1322227.375000 Penalty: 4598.958496
	Iteration 38Q: 3 clusters Score -1322227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1322225.750000 Penalty: 4598.958496
	Iteration 39Q: 3 clusters Score -1322226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1322230.375000 Penalty: 4598.958496
	Iteration 40F: 3 clusters Score -1322230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1322230.875000 Penalty: 4598.958496
	Iteration 41Q: 3 clusters Score -1322231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1322231.625000 Penalty: 4598.958496
	Iteration 42Q: 3 clusters Score -1322232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1322232.375000 Penalty: 4598.958496
	Iteration 43Q: 3 clusters Score -1322232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1322237.250000 Penalty: 4598.958496
	Iteration 44Q: 3 clusters Score -1322237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1322238.500000 Penalty: 4598.958496
	Iteration 45Q: 3 clusters Score -1322238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1322239.000000 Penalty: 4598.958496
	Iteration 46Q: 3 clusters Score -1322239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1322238.000000 Penalty: 4598.958496
	Iteration 47Q: 3 clusters Score -1322238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1322240.000000 Penalty: 4598.958496
	Iteration 48Q: 3 clusters Score -1322240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1322239.875000 Penalty: 4598.958496
	Iteration 49Q: 3 clusters Score -1322240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1322244.750000 Penalty: 4598.958496
	Iteration 50Q: 3 clusters Score -1322245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1322246.125000 Penalty: 4598.958496
	Iteration 51Q: 3 clusters Score -1322246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1322243.625000 Penalty: 4598.958496
	Iteration 52Q: 3 clusters Score -1322244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1322244.500000 Penalty: 4598.958496
	Iteration 53Q: 3 clusters Score -1322244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1322242.750000 Penalty: 4598.958496
	Iteration 54Q: 3 clusters Score -1322243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1322240.125000 Penalty: 4598.958496
	Iteration 55Q: 3 clusters Score -1322240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1322240.875000 Penalty: 4598.958496
	Iteration 56Q: 3 clusters Score -1322241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1322240.875000 Penalty: 4598.958496
	Iteration 57F: 3 clusters Score -1322241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40582.683594 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40582.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40888.976562 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -40888.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40993.507812 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -40993.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41033.542969 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -41033.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41080.914062 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -41080.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41104.121094 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -41104.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41109.023438 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41109.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41114.535156 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41114.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41121.957031 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -41121.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41122.648438 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -41122.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41122.648438 Penalty: 3012.230225
	Iteration 10F: 3 clusters Score -41122.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -208560.750000 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -208560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206119.296875 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -206119.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -206527.843750 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -206527.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206642.281250 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -206642.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206713.734375 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -206713.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206777.562500 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -206777.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206825.203125 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -206825.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206851.359375 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -206851.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206868.062500 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -206868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -206881.015625 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -206881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206895.546875 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -206895.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206906.078125 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -206906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206911.562500 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -206911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -206913.250000 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -206913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206914.359375 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -206914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206914.984375 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -206915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206916.312500 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -206916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -206919.625000 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -206919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206924.250000 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -206924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206928.312500 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -206928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206932.109375 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -206932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206933.921875 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -206933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206935.062500 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -206935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206935.062500 Penalty: 3694.951172
	Iteration 22F: 3 clusters Score -206935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -579151.750000 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -579151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -574799.687500 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -574799.7 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -575786.250000 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -575786.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -575991.687500 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -575991.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -576109.312500 Penalty: 4198.250488
	Iteration 3Q: 3 clusters Score -576109.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -576192.125000 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -576192.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -576246.312500 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -576246.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -576289.812500 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -576289.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -576323.375000 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -576323.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -576345.875000 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -576345.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -576368.937500 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -576368.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -576390.187500 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -576390.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -576408.375000 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -576408.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -576425.875000 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -576425.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -576444.687500 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -576444.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -576464.687500 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -576464.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -576481.625000 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -576481.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -576501.625000 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -576501.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -576521.687500 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -576521.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -576538.500000 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -576538.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -576549.062500 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -576549.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -576562.250000 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -576562.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -576578.000000 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -576578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -576590.625000 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -576590.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -576601.875000 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -576601.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -576619.812500 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -576619.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -576635.500000 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -576635.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -576653.625000 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -576653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -576671.500000 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -576671.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -576689.062500 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -576689.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -576704.937500 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -576704.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -576718.750000 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -576718.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -576737.812500 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -576737.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -576762.375000 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -576762.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -576786.312500 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -576786.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -576810.375000 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -576810.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -576834.250000 Penalty: 4198.250488
	Iteration 35Q: 3 clusters Score -576834.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -576856.375000 Penalty: 4198.250488
	Iteration 36Q: 3 clusters Score -576856.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -576877.437500 Penalty: 4198.250488
	Iteration 37Q: 3 clusters Score -576877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -576892.125000 Penalty: 4198.250488
	Iteration 38Q: 3 clusters Score -576892.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -576907.187500 Penalty: 4198.250488
	Iteration 39Q: 3 clusters Score -576907.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -576924.562500 Penalty: 4198.250488
	Iteration 40F: 3 clusters Score -576924.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -576936.312500 Penalty: 4198.250488
	Iteration 41Q: 3 clusters Score -576936.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -576954.500000 Penalty: 4198.250488
	Iteration 42Q: 3 clusters Score -576954.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -576977.125000 Penalty: 4198.250488
	Iteration 43Q: 3 clusters Score -576977.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -577001.375000 Penalty: 4198.250488
	Iteration 44Q: 3 clusters Score -577001.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -577023.812500 Penalty: 4198.250488
	Iteration 45Q: 3 clusters Score -577023.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -577038.625000 Penalty: 4198.250488
	Iteration 46Q: 3 clusters Score -577038.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -577056.687500 Penalty: 4198.250488
	Iteration 47Q: 3 clusters Score -577056.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -577075.375000 Penalty: 4198.250488
	Iteration 48Q: 3 clusters Score -577075.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -577092.687500 Penalty: 4198.250488
	Iteration 49Q: 3 clusters Score -577092.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -577108.687500 Penalty: 4198.250488
	Iteration 50Q: 3 clusters Score -577108.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -577125.000000 Penalty: 4198.250488
	Iteration 51Q: 3 clusters Score -577125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -577141.875000 Penalty: 4198.250488
	Iteration 52Q: 3 clusters Score -577141.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -577156.625000 Penalty: 4198.250488
	Iteration 53Q: 3 clusters Score -577156.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -577169.437500 Penalty: 4198.250488
	Iteration 54Q: 3 clusters Score -577169.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -577179.125000 Penalty: 4198.250488
	Iteration 55Q: 3 clusters Score -577179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -577189.937500 Penalty: 4198.250488
	Iteration 56Q: 3 clusters Score -577189.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -577200.437500 Penalty: 4198.250488
	Iteration 57Q: 3 clusters Score -577200.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -577208.687500 Penalty: 4198.250488
	Iteration 58Q: 3 clusters Score -577208.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -577225.437500 Penalty: 4198.250488
	Iteration 59Q: 3 clusters Score -577225.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -577243.750000 Penalty: 4198.250488
	Iteration 60F: 3 clusters Score -577243.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -577262.875000 Penalty: 4198.250488
	Iteration 61Q: 3 clusters Score -577262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -577275.562500 Penalty: 4198.250488
	Iteration 62Q: 3 clusters Score -577275.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -577282.250000 Penalty: 4198.250488
	Iteration 63Q: 3 clusters Score -577282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -577290.250000 Penalty: 4198.250488
	Iteration 64Q: 3 clusters Score -577290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -577299.750000 Penalty: 4198.250488
	Iteration 65Q: 3 clusters Score -577299.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -577307.062500 Penalty: 4198.250488
	Iteration 66Q: 3 clusters Score -577307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -577312.375000 Penalty: 4198.250488
	Iteration 67Q: 3 clusters Score -577312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -577315.687500 Penalty: 4198.250488
	Iteration 68Q: 3 clusters Score -577315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -577316.312500 Penalty: 4198.250488
	Iteration 69Q: 3 clusters Score -577316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -577317.812500 Penalty: 4198.250488
	Iteration 70Q: 3 clusters Score -577317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -577319.187500 Penalty: 4198.250488
	Iteration 71Q: 3 clusters Score -577319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -577321.000000 Penalty: 4198.250488
	Iteration 72Q: 3 clusters Score -577321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -577320.812500 Penalty: 4198.250488
	Iteration 73Q: 3 clusters Score -577320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -577320.812500 Penalty: 4198.250488
	Iteration 74F: 3 clusters Score -577320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -641874.250000 Penalty: 2057.852539
	Iteration 0F: 2 clusters Score -641874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -638032.625000 Penalty: 4115.705078
	Iteration 0F: 3 clusters Score -638032.6 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -639376.000000 Penalty: 4115.705078
	Iteration 1F: 3 clusters Score -639376 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -640144.937500 Penalty: 4115.705078
	Iteration 2F: 3 clusters Score -640144.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -640966.250000 Penalty: 4115.705078
	Iteration 3F: 3 clusters Score -640966.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -641492.750000 Penalty: 4115.705078
	Iteration 4F: 3 clusters Score -641492.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -641721.750000 Penalty: 4115.705078
	Iteration 5F: 3 clusters Score -641721.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -641865.437500 Penalty: 4115.705078
	Iteration 6Q: 3 clusters Score -641865.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -642001.937500 Penalty: 4115.705078
	Iteration 7Q: 3 clusters Score -642001.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -642099.687500 Penalty: 4115.705078
	Iteration 8Q: 3 clusters Score -642099.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -642159.437500 Penalty: 4115.705078
	Iteration 9Q: 3 clusters Score -642159.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -642194.312500 Penalty: 4115.705078
	Iteration 10Q: 3 clusters Score -642194.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -642219.187500 Penalty: 4115.705078
	Iteration 11Q: 3 clusters Score -642219.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -642256.437500 Penalty: 4115.705078
	Iteration 12Q: 3 clusters Score -642256.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -642294.062500 Penalty: 4115.705078
	Iteration 13Q: 3 clusters Score -642294.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -642356.750000 Penalty: 4115.705078
	Iteration 14Q: 3 clusters Score -642356.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -642435.625000 Penalty: 4115.705078
	Iteration 15Q: 3 clusters Score -642435.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -642543.062500 Penalty: 4115.705078
	Iteration 16Q: 3 clusters Score -642543.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -642664.500000 Penalty: 4115.705078
	Iteration 17Q: 3 clusters Score -642664.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -642805.562500 Penalty: 4115.705078
	Iteration 18Q: 3 clusters Score -642805.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -642874.937500 Penalty: 4115.705078
	Iteration 19Q: 3 clusters Score -642874.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -642903.062500 Penalty: 4115.705078
	Iteration 20F: 3 clusters Score -642903.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -642910.312500 Penalty: 4115.705078
	Iteration 21Q: 3 clusters Score -642910.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -642920.437500 Penalty: 4115.705078
	Iteration 22Q: 3 clusters Score -642920.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -642925.562500 Penalty: 4115.705078
	Iteration 23Q: 3 clusters Score -642925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -642928.187500 Penalty: 4115.705078
	Iteration 24Q: 3 clusters Score -642928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -642930.812500 Penalty: 4115.705078
	Iteration 25Q: 3 clusters Score -642930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -642930.312500 Penalty: 4115.705078
	Iteration 26Q: 3 clusters Score -642930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -642931.437500 Penalty: 4115.705078
	Iteration 27Q: 3 clusters Score -642931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -642931.437500 Penalty: 4115.705078
	Iteration 28F: 3 clusters Score -642931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 1739 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 2276 members 
Entering Unmasked Estep 
Score: -134488496.000000 Penalty: 252057.234375
Splitting cluster 70 changes total score from -134488992.000000 to -134488496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -131413.140625 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -131413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -129683.156250 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -129683.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130124.039062 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -130124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130272.710938 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -130272.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130390.039062 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -130390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130466.671875 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -130466.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130520.890625 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -130520.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130547.687500 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -130547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130556.039062 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -130556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130558.773438 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -130558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130561.218750 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -130561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130562.101562 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -130562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130562.101562 Penalty: 3327.814941
	Iteration 11F: 3 clusters Score -130562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -396695.187500 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -396695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -393247.250000 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -393247.2 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -393924.062500 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -393924.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -394081.187500 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -394081.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -394196.500000 Penalty: 4004.871582
	Iteration 3Q: 3 clusters Score -394196.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -394297.468750 Penalty: 4004.871582
	Iteration 4Q: 3 clusters Score -394297.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -394382.500000 Penalty: 4004.871582
	Iteration 5Q: 3 clusters Score -394382.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394433.312500 Penalty: 4004.871582
	Iteration 6Q: 3 clusters Score -394433.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -394491.843750 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -394491.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394552.406250 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -394552.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -394601.625000 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -394601.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -394638.968750 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -394639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -394676.531250 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -394676.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -394708.218750 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -394708.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -394728.562500 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -394728.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -394748.375000 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -394748.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -394766.218750 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -394766.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -394781.343750 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -394781.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -394795.875000 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -394795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -394809.375000 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -394809.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -394820.562500 Penalty: 4004.871582
	Iteration 19Q: 3 clusters Score -394820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -394827.750000 Penalty: 4004.871582
	Iteration 20F: 3 clusters Score -394827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -394835.781250 Penalty: 4004.871582
	Iteration 21Q: 3 clusters Score -394835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -394844.406250 Penalty: 4004.871582
	Iteration 22Q: 3 clusters Score -394844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -394854.468750 Penalty: 4004.871582
	Iteration 23Q: 3 clusters Score -394854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -394860.406250 Penalty: 4004.871582
	Iteration 24Q: 3 clusters Score -394860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -394868.031250 Penalty: 4004.871582
	Iteration 25Q: 3 clusters Score -394868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -394874.375000 Penalty: 4004.871582
	Iteration 26Q: 3 clusters Score -394874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -394877.281250 Penalty: 4004.871582
	Iteration 27Q: 3 clusters Score -394877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -394880.625000 Penalty: 4004.871582
	Iteration 28Q: 3 clusters Score -394880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -394882.000000 Penalty: 4004.871582
	Iteration 29Q: 3 clusters Score -394882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -394883.875000 Penalty: 4004.871582
	Iteration 30Q: 3 clusters Score -394883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -394884.656250 Penalty: 4004.871582
	Iteration 31Q: 3 clusters Score -394884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -394885.093750 Penalty: 4004.871582
	Iteration 32Q: 3 clusters Score -394885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -394885.281250 Penalty: 4004.871582
	Iteration 33Q: 3 clusters Score -394885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -394885.281250 Penalty: 4004.871582
	Iteration 34F: 3 clusters Score -394885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42107 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38317 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 79898 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135983 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16181 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 20710 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25847 members 
Mstep: Class 32 contains 5426 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12244 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 4252 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66756 members 
Mstep: Class 43 contains 9186 members 
Mstep: Class 44 contains 21403 members 
Mstep: Class 45 contains 10881 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10107 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239092 members 
Mstep: Class 54 contains 8656 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 4905 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4291 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12208 members 
Mstep: Class 62 contains 3658 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1538 members 
Mstep: Class 65 contains 2541 members 
Mstep: Class 66 contains 10637 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4742 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488960.000000 Penalty: 248604.390625
Iteration 159Q: 73 clusters Score -1.34489e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 35849 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 42109 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 38266 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 25749 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 79887 members 
Mstep: Class 15 contains 12838 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135971 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 16212 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 15541 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 5824 members 
Mstep: Class 29 contains 20666 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25815 members 
Mstep: Class 32 contains 5433 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 12242 members 
Mstep: Class 35 contains 1193 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7177 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 805 members 
Mstep: Class 42 contains 66753 members 
Mstep: Class 43 contains 9187 members 
Mstep: Class 44 contains 21370 members 
Mstep: Class 45 contains 10886 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 10111 members 
Mstep: Class 48 contains 2779 members 
Mstep: Class 49 contains 7373 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 605 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239093 members 
Mstep: Class 54 contains 8655 members 
Mstep: Class 55 contains 2602 members 
Mstep: Class 56 contains 4933 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6888 members 
Mstep: Class 59 contains 4286 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12210 members 
Mstep: Class 62 contains 3659 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1537 members 
Mstep: Class 65 contains 2543 members 
Mstep: Class 66 contains 10709 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4748 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 820 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489200.000000 Penalty: 248604.390625
Iteration 160F: 73 clusters Score -1.344892e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 35847 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 42106 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 38214 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 25820 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 79878 members 
Mstep: Class 15 contains 12842 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135957 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16237 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 15439 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 20621 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25794 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 10321 members 
Mstep: Class 34 contains 12241 members 
Mstep: Class 35 contains 1192 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1772 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 7177 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66750 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 21337 members 
Mstep: Class 45 contains 10886 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 10115 members 
Mstep: Class 48 contains 2780 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239102 members 
Mstep: Class 54 contains 8654 members 
Mstep: Class 55 contains 2603 members 
Mstep: Class 56 contains 4958 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6902 members 
Mstep: Class 59 contains 4282 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12209 members 
Mstep: Class 62 contains 3661 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1535 members 
Mstep: Class 65 contains 2543 members 
Mstep: Class 66 contains 10807 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4757 members 
Mstep: Class 70 contains 4011 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489120.000000 Penalty: 248604.390625
Iteration 161Q: 73 clusters Score -1.344891e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 35846 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42102 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 38162 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 25910 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10894 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 79868 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135943 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 339 members 
Mstep: Class 22 contains 16276 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 15326 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 20563 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25761 members 
Mstep: Class 32 contains 5448 members 
Mstep: Class 33 contains 10319 members 
Mstep: Class 34 contains 12240 members 
Mstep: Class 35 contains 1192 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1772 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 804 members 
Mstep: Class 42 contains 66752 members 
Mstep: Class 43 contains 9174 members 
Mstep: Class 44 contains 21298 members 
Mstep: Class 45 contains 10889 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 10118 members 
Mstep: Class 48 contains 2781 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 603 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239108 members 
Mstep: Class 54 contains 8650 members 
Mstep: Class 55 contains 2603 members 
Mstep: Class 56 contains 4988 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6914 members 
Mstep: Class 59 contains 4281 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12210 members 
Mstep: Class 62 contains 3662 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1534 members 
Mstep: Class 65 contains 2543 members 
Mstep: Class 66 contains 10908 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1719 members 
Mstep: Class 69 contains 4769 members 
Mstep: Class 70 contains 4005 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489376.000000 Penalty: 248604.390625
Iteration 162Q: 73 clusters Score -1.344894e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 35842 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6849 members 
Mstep: Class 5 contains 42108 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 38111 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 25995 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 79863 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135936 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16323 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 15237 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5884 members 
Mstep: Class 29 contains 20506 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25727 members 
Mstep: Class 32 contains 5455 members 
Mstep: Class 33 contains 10316 members 
Mstep: Class 34 contains 12235 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 803 members 
Mstep: Class 42 contains 66750 members 
Mstep: Class 43 contains 9161 members 
Mstep: Class 44 contains 21251 members 
Mstep: Class 45 contains 10893 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 10125 members 
Mstep: Class 48 contains 2783 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239116 members 
Mstep: Class 54 contains 8649 members 
Mstep: Class 55 contains 2604 members 
Mstep: Class 56 contains 5011 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 6928 members 
Mstep: Class 59 contains 4274 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3664 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1532 members 
Mstep: Class 65 contains 2545 members 
Mstep: Class 66 contains 10991 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4786 members 
Mstep: Class 70 contains 3998 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489408.000000 Penalty: 248604.390625
Iteration 163Q: 73 clusters Score -1.344894e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 38062 members 
Mstep: Class 8 contains 47683 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 79843 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135934 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16368 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 15157 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 20453 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25689 members 
Mstep: Class 32 contains 5470 members 
Mstep: Class 33 contains 10317 members 
Mstep: Class 34 contains 12233 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 802 members 
Mstep: Class 42 contains 66747 members 
Mstep: Class 43 contains 9155 members 
Mstep: Class 44 contains 21208 members 
Mstep: Class 45 contains 10894 members 
Mstep: Class 46 contains 2239 members 
Mstep: Class 47 contains 10133 members 
Mstep: Class 48 contains 2784 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239126 members 
Mstep: Class 54 contains 8648 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 5034 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6934 members 
Mstep: Class 59 contains 4262 members 
Mstep: Class 60 contains 3445 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3666 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1530 members 
Mstep: Class 65 contains 2548 members 
Mstep: Class 66 contains 11058 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4797 members 
Mstep: Class 70 contains 3991 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489472.000000 Penalty: 248604.390625
Iteration 164Q: 73 clusters Score -1.344895e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 7 contains 38008 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 26170 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10883 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 79816 members 
Mstep: Class 15 contains 12860 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135936 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 15072 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5922 members 
Mstep: Class 29 contains 20413 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25662 members 
Mstep: Class 32 contains 5475 members 
Mstep: Class 33 contains 10320 members 
Mstep: Class 34 contains 12230 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 801 members 
Mstep: Class 42 contains 66744 members 
Mstep: Class 43 contains 9148 members 
Mstep: Class 44 contains 21169 members 
Mstep: Class 45 contains 10897 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2786 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239127 members 
Mstep: Class 54 contains 8647 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 5060 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6947 members 
Mstep: Class 59 contains 4255 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3667 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1528 members 
Mstep: Class 65 contains 2552 members 
Mstep: Class 66 contains 11110 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4802 members 
Mstep: Class 70 contains 3989 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489488.000000 Penalty: 248604.390625
Iteration 165Q: 73 clusters Score -1.344895e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 42135 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 37947 members 
Mstep: Class 8 contains 47694 members 
Mstep: Class 9 contains 26246 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10883 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 79792 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135939 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16467 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 5944 members 
Mstep: Class 29 contains 20378 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25623 members 
Mstep: Class 32 contains 5481 members 
Mstep: Class 33 contains 10321 members 
Mstep: Class 34 contains 12229 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 799 members 
Mstep: Class 42 contains 66745 members 
Mstep: Class 43 contains 9144 members 
Mstep: Class 44 contains 21124 members 
Mstep: Class 45 contains 10896 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239137 members 
Mstep: Class 54 contains 8649 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 5081 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6961 members 
Mstep: Class 59 contains 4250 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3667 members 
Mstep: Class 63 contains 3334 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2559 members 
Mstep: Class 66 contains 11154 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4811 members 
Mstep: Class 70 contains 3988 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489504.000000 Penalty: 248604.390625
Iteration 166Q: 73 clusters Score -1.344895e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 37890 members 
Mstep: Class 8 contains 47698 members 
Mstep: Class 9 contains 26313 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10886 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 79769 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135945 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14940 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 5972 members 
Mstep: Class 29 contains 20341 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25580 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 10319 members 
Mstep: Class 34 contains 12224 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 66745 members 
Mstep: Class 43 contains 9141 members 
Mstep: Class 44 contains 21076 members 
Mstep: Class 45 contains 10900 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10142 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3297 members 
Mstep: Class 53 contains 239151 members 
Mstep: Class 54 contains 8649 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 5101 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6978 members 
Mstep: Class 59 contains 4246 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12212 members 
Mstep: Class 62 contains 3669 members 
Mstep: Class 63 contains 3335 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2563 members 
Mstep: Class 66 contains 11187 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4822 members 
Mstep: Class 70 contains 3988 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489360.000000 Penalty: 248604.390625
Iteration 167Q: 73 clusters Score -1.344894e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 8 contains 47695 members 
Mstep: Class 9 contains 26377 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10889 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 79753 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135932 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16560 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14890 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 6000 members 
Mstep: Class 29 contains 20306 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25536 members 
Mstep: Class 32 contains 5500 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12223 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4253 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 66746 members 
Mstep: Class 43 contains 9142 members 
Mstep: Class 44 contains 21043 members 
Mstep: Class 45 contains 10903 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3297 members 
Mstep: Class 53 contains 239165 members 
Mstep: Class 54 contains 8648 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 5115 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6988 members 
Mstep: Class 59 contains 4238 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2570 members 
Mstep: Class 66 contains 11215 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4828 members 
Mstep: Class 70 contains 3982 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489376.000000 Penalty: 248604.390625
Iteration 168Q: 73 clusters Score -1.344894e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 35839 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 37790 members 
Mstep: Class 8 contains 47698 members 
Mstep: Class 9 contains 26424 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10898 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 79717 members 
Mstep: Class 15 contains 12884 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135925 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16608 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 6024 members 
Mstep: Class 29 contains 20271 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25508 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12223 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 66747 members 
Mstep: Class 43 contains 9135 members 
Mstep: Class 44 contains 21022 members 
Mstep: Class 45 contains 10901 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3297 members 
Mstep: Class 53 contains 239177 members 
Mstep: Class 54 contains 8648 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 5134 members 
Mstep: Class 57 contains 3247 members 
Mstep: Class 58 contains 6998 members 
Mstep: Class 59 contains 4231 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3336 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2573 members 
Mstep: Class 66 contains 11227 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4837 members 
Mstep: Class 70 contains 3979 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489408.000000 Penalty: 248604.390625
Iteration 169Q: 73 clusters Score -1.344894e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 35837 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 37751 members 
Mstep: Class 8 contains 47696 members 
Mstep: Class 9 contains 26485 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10905 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 79703 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135916 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16645 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 14828 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 20243 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25459 members 
Mstep: Class 32 contains 5523 members 
Mstep: Class 33 contains 10313 members 
Mstep: Class 34 contains 12223 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 66747 members 
Mstep: Class 43 contains 9132 members 
Mstep: Class 44 contains 21001 members 
Mstep: Class 45 contains 10907 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7372 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239193 members 
Mstep: Class 54 contains 8647 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5148 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 7002 members 
Mstep: Class 59 contains 4222 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12214 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 11235 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4843 members 
Mstep: Class 70 contains 3978 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489216.000000 Penalty: 248604.390625
Iteration 170Q: 73 clusters Score -1.344892e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 42197 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 37708 members 
Mstep: Class 8 contains 47697 members 
Mstep: Class 9 contains 26546 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 79674 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135913 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16679 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 14798 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 6073 members 
Mstep: Class 29 contains 20210 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25403 members 
Mstep: Class 32 contains 5536 members 
Mstep: Class 33 contains 10310 members 
Mstep: Class 34 contains 12223 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4255 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 66749 members 
Mstep: Class 43 contains 9129 members 
Mstep: Class 44 contains 20988 members 
Mstep: Class 45 contains 10910 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7371 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239209 members 
Mstep: Class 54 contains 8647 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 5167 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 7013 members 
Mstep: Class 59 contains 4210 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2584 members 
Mstep: Class 66 contains 11248 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4852 members 
Mstep: Class 70 contains 3976 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489360.000000 Penalty: 248604.390625
Iteration 171Q: 73 clusters Score -1.344894e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 35830 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 6 contains 34296 members 
Mstep: Class 7 contains 37663 members 
Mstep: Class 8 contains 47695 members 
Mstep: Class 9 contains 26590 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10916 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 79654 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135899 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16721 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 888 members 
Mstep: Class 26 contains 14770 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 20179 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25369 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 12222 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4255 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 799 members 
Mstep: Class 42 contains 66746 members 
Mstep: Class 43 contains 9122 members 
Mstep: Class 44 contains 20972 members 
Mstep: Class 45 contains 10912 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10155 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239226 members 
Mstep: Class 54 contains 8646 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 5181 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 7023 members 
Mstep: Class 59 contains 4199 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3337 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2587 members 
Mstep: Class 66 contains 11262 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4862 members 
Mstep: Class 70 contains 3975 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489344.000000 Penalty: 248604.390625
Iteration 172Q: 73 clusters Score -1.344893e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 35828 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 42231 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 37612 members 
Mstep: Class 8 contains 47706 members 
Mstep: Class 9 contains 26628 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10917 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 79636 members 
Mstep: Class 15 contains 12897 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135892 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16758 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14751 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 6122 members 
Mstep: Class 29 contains 20149 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25324 members 
Mstep: Class 32 contains 5560 members 
Mstep: Class 33 contains 10302 members 
Mstep: Class 34 contains 12222 members 
Mstep: Class 35 contains 1192 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 799 members 
Mstep: Class 42 contains 66745 members 
Mstep: Class 43 contains 9114 members 
Mstep: Class 44 contains 20965 members 
Mstep: Class 45 contains 10917 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239246 members 
Mstep: Class 54 contains 8645 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5192 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 7030 members 
Mstep: Class 59 contains 4186 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2588 members 
Mstep: Class 66 contains 11270 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4874 members 
Mstep: Class 70 contains 3977 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489552.000000 Penalty: 248604.390625
Iteration 173Q: 73 clusters Score -1.344896e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 35828 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 42240 members 
Mstep: Class 6 contains 34294 members 
Mstep: Class 7 contains 37553 members 
Mstep: Class 8 contains 47718 members 
Mstep: Class 9 contains 26669 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 79622 members 
Mstep: Class 15 contains 12903 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135880 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16798 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14740 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 6143 members 
Mstep: Class 29 contains 20125 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25283 members 
Mstep: Class 32 contains 5571 members 
Mstep: Class 33 contains 10303 members 
Mstep: Class 34 contains 12223 members 
Mstep: Class 35 contains 1193 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 799 members 
Mstep: Class 42 contains 66743 members 
Mstep: Class 43 contains 9106 members 
Mstep: Class 44 contains 20946 members 
Mstep: Class 45 contains 10915 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10157 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239258 members 
Mstep: Class 54 contains 8644 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 5207 members 
Mstep: Class 57 contains 3244 members 
Mstep: Class 58 contains 7039 members 
Mstep: Class 59 contains 4175 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12215 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2588 members 
Mstep: Class 66 contains 11272 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4882 members 
Mstep: Class 70 contains 3976 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489552.000000 Penalty: 248604.390625
Iteration 174Q: 73 clusters Score -1.344896e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 35827 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 42253 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 37506 members 
Mstep: Class 8 contains 47719 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 79597 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135875 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14722 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 20106 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25249 members 
Mstep: Class 32 contains 5578 members 
Mstep: Class 33 contains 10303 members 
Mstep: Class 34 contains 12220 members 
Mstep: Class 35 contains 1193 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 798 members 
Mstep: Class 42 contains 66740 members 
Mstep: Class 43 contains 9099 members 
Mstep: Class 44 contains 20935 members 
Mstep: Class 45 contains 10918 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10162 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239273 members 
Mstep: Class 54 contains 8644 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 5220 members 
Mstep: Class 57 contains 3245 members 
Mstep: Class 58 contains 7042 members 
Mstep: Class 59 contains 4167 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2588 members 
Mstep: Class 66 contains 11275 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4896 members 
Mstep: Class 70 contains 3978 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489728.000000 Penalty: 248604.390625
Iteration 175Q: 73 clusters Score -1.344897e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 35819 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 37451 members 
Mstep: Class 8 contains 47719 members 
Mstep: Class 9 contains 26756 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10933 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 79578 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135860 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16868 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 14696 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 6167 members 
Mstep: Class 29 contains 20087 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25211 members 
Mstep: Class 32 contains 5584 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 12217 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 66737 members 
Mstep: Class 43 contains 9095 members 
Mstep: Class 44 contains 20926 members 
Mstep: Class 45 contains 10924 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10160 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239285 members 
Mstep: Class 54 contains 8645 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 5238 members 
Mstep: Class 57 contains 3246 members 
Mstep: Class 58 contains 7048 members 
Mstep: Class 59 contains 4161 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2589 members 
Mstep: Class 66 contains 11283 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4906 members 
Mstep: Class 70 contains 3977 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489648.000000 Penalty: 248604.390625
Iteration 176Q: 73 clusters Score -1.344896e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 35817 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6831 members 
Mstep: Class 5 contains 42293 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 37402 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 26779 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 79565 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135864 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16913 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14664 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 20070 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25155 members 
Mstep: Class 32 contains 5588 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 12218 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 66735 members 
Mstep: Class 43 contains 9083 members 
Mstep: Class 44 contains 20914 members 
Mstep: Class 45 contains 10925 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10163 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239306 members 
Mstep: Class 54 contains 8645 members 
Mstep: Class 55 contains 2599 members 
Mstep: Class 56 contains 5259 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7054 members 
Mstep: Class 59 contains 4155 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2591 members 
Mstep: Class 66 contains 11291 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4921 members 
Mstep: Class 70 contains 3977 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489840.000000 Penalty: 248604.390625
Iteration 177Q: 73 clusters Score -1.344898e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 35818 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 37340 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 26813 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10945 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 79551 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135875 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16946 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 14637 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6217 members 
Mstep: Class 29 contains 20057 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25089 members 
Mstep: Class 32 contains 5593 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 12217 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 66735 members 
Mstep: Class 43 contains 9074 members 
Mstep: Class 44 contains 20896 members 
Mstep: Class 45 contains 10930 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7370 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239320 members 
Mstep: Class 54 contains 8645 members 
Mstep: Class 55 contains 2600 members 
Mstep: Class 56 contains 5284 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7065 members 
Mstep: Class 59 contains 4150 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12217 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2593 members 
Mstep: Class 66 contains 11295 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 4940 members 
Mstep: Class 70 contains 3977 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489712.000000 Penalty: 248604.390625
Iteration 178Q: 73 clusters Score -1.344897e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 35813 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 37288 members 
Mstep: Class 8 contains 47708 members 
Mstep: Class 9 contains 26848 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 79535 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135860 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 16980 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 14607 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 20046 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 25043 members 
Mstep: Class 32 contains 5596 members 
Mstep: Class 33 contains 10308 members 
Mstep: Class 34 contains 12213 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 66727 members 
Mstep: Class 43 contains 9065 members 
Mstep: Class 44 contains 20882 members 
Mstep: Class 45 contains 10933 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10167 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7369 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239333 members 
Mstep: Class 54 contains 8644 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5302 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 7071 members 
Mstep: Class 59 contains 4146 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3338 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2594 members 
Mstep: Class 66 contains 11297 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4952 members 
Mstep: Class 70 contains 3977 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489808.000000 Penalty: 248604.390625
Iteration 179Q: 73 clusters Score -1.344898e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6831 members 
Mstep: Class 5 contains 42372 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 37241 members 
Mstep: Class 8 contains 47703 members 
Mstep: Class 9 contains 26890 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10956 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 79534 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135840 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17006 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14580 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 6271 members 
Mstep: Class 29 contains 20028 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24991 members 
Mstep: Class 32 contains 5598 members 
Mstep: Class 33 contains 10308 members 
Mstep: Class 34 contains 12208 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 795 members 
Mstep: Class 42 contains 66722 members 
Mstep: Class 43 contains 9058 members 
Mstep: Class 44 contains 20865 members 
Mstep: Class 45 contains 10940 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10168 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7369 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239347 members 
Mstep: Class 54 contains 8643 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5324 members 
Mstep: Class 57 contains 3248 members 
Mstep: Class 58 contains 7080 members 
Mstep: Class 59 contains 4145 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3671 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2596 members 
Mstep: Class 66 contains 11304 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4961 members 
Mstep: Class 70 contains 3975 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489808.000000 Penalty: 248604.390625
Iteration 180F: 73 clusters Score -1.344898e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 42391 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 37193 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 26923 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 79521 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135834 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17031 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14552 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 20010 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24958 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10308 members 
Mstep: Class 34 contains 12206 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 66718 members 
Mstep: Class 43 contains 9053 members 
Mstep: Class 44 contains 20845 members 
Mstep: Class 45 contains 10948 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10170 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7369 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239367 members 
Mstep: Class 54 contains 8641 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5336 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7091 members 
Mstep: Class 59 contains 4145 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12220 members 
Mstep: Class 62 contains 3672 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2599 members 
Mstep: Class 66 contains 11309 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4966 members 
Mstep: Class 70 contains 3974 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489824.000000 Penalty: 248604.390625
Iteration 181Q: 73 clusters Score -1.344898e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 35812 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 37139 members 
Mstep: Class 8 contains 47705 members 
Mstep: Class 9 contains 26970 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 79513 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135827 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17059 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6334 members 
Mstep: Class 29 contains 19990 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24925 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10308 members 
Mstep: Class 34 contains 12204 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 793 members 
Mstep: Class 42 contains 66715 members 
Mstep: Class 43 contains 9048 members 
Mstep: Class 44 contains 20825 members 
Mstep: Class 45 contains 10954 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10168 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7369 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239378 members 
Mstep: Class 54 contains 8641 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5345 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7102 members 
Mstep: Class 59 contains 4145 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12220 members 
Mstep: Class 62 contains 3673 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2599 members 
Mstep: Class 66 contains 11314 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4965 members 
Mstep: Class 70 contains 3976 members 
Mstep: Class 71 contains 817 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489536.000000 Penalty: 248604.390625
Iteration 182Q: 73 clusters Score -1.344895e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 42432 members 
Mstep: Class 6 contains 34277 members 
Mstep: Class 7 contains 37099 members 
Mstep: Class 8 contains 47704 members 
Mstep: Class 9 contains 27013 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 79494 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135824 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17088 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14492 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 19973 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24897 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10310 members 
Mstep: Class 34 contains 12203 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1773 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 788 members 
Mstep: Class 42 contains 66717 members 
Mstep: Class 43 contains 9052 members 
Mstep: Class 44 contains 20807 members 
Mstep: Class 45 contains 10954 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7369 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239386 members 
Mstep: Class 54 contains 8640 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5353 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7112 members 
Mstep: Class 59 contains 4145 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12220 members 
Mstep: Class 62 contains 3675 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2600 members 
Mstep: Class 66 contains 11319 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4971 members 
Mstep: Class 70 contains 3974 members 
Mstep: Class 71 contains 817 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489856.000000 Penalty: 248604.390625
Iteration 183Q: 73 clusters Score -1.344899e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 35810 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 37058 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 27064 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 79484 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135823 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17117 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14472 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 19946 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24856 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10310 members 
Mstep: Class 34 contains 12198 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 784 members 
Mstep: Class 42 contains 66712 members 
Mstep: Class 43 contains 9051 members 
Mstep: Class 44 contains 20789 members 
Mstep: Class 45 contains 10960 members 
Mstep: Class 46 contains 2240 members 
Mstep: Class 47 contains 10170 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7368 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239402 members 
Mstep: Class 54 contains 8639 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5358 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7120 members 
Mstep: Class 59 contains 4147 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12220 members 
Mstep: Class 62 contains 3676 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2600 members 
Mstep: Class 66 contains 11322 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4973 members 
Mstep: Class 70 contains 3975 members 
Mstep: Class 71 contains 816 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489872.000000 Penalty: 248604.390625
Iteration 184Q: 73 clusters Score -1.344899e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 35812 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 34272 members 
Mstep: Class 7 contains 37021 members 
Mstep: Class 8 contains 47716 members 
Mstep: Class 9 contains 27116 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 79464 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135812 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17148 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14449 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 19929 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10312 members 
Mstep: Class 34 contains 12196 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1775 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 777 members 
Mstep: Class 42 contains 66703 members 
Mstep: Class 43 contains 9054 members 
Mstep: Class 44 contains 20761 members 
Mstep: Class 45 contains 10964 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10174 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7367 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239410 members 
Mstep: Class 54 contains 8638 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5367 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7129 members 
Mstep: Class 59 contains 4148 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3677 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1526 members 
Mstep: Class 65 contains 2600 members 
Mstep: Class 66 contains 11326 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 4975 members 
Mstep: Class 70 contains 3983 members 
Mstep: Class 71 contains 814 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489776.000000 Penalty: 248604.390625
Iteration 185Q: 73 clusters Score -1.344898e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 35812 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 34274 members 
Mstep: Class 7 contains 36987 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 27163 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10981 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 79435 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135807 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17177 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14425 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6420 members 
Mstep: Class 29 contains 19910 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24802 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 12195 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1776 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 770 members 
Mstep: Class 42 contains 66698 members 
Mstep: Class 43 contains 9052 members 
Mstep: Class 44 contains 20740 members 
Mstep: Class 45 contains 10965 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10176 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7367 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239432 members 
Mstep: Class 54 contains 8637 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5374 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7140 members 
Mstep: Class 59 contains 4149 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3677 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1525 members 
Mstep: Class 65 contains 2601 members 
Mstep: Class 66 contains 11330 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4972 members 
Mstep: Class 70 contains 3991 members 
Mstep: Class 71 contains 814 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489856.000000 Penalty: 248604.390625
Iteration 186Q: 73 clusters Score -1.344899e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 34278 members 
Mstep: Class 7 contains 36947 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 27201 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10989 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 79420 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135799 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14406 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 6430 members 
Mstep: Class 29 contains 19888 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24785 members 
Mstep: Class 32 contains 5600 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 12193 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 757 members 
Mstep: Class 42 contains 66693 members 
Mstep: Class 43 contains 9048 members 
Mstep: Class 44 contains 20724 members 
Mstep: Class 45 contains 10969 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10177 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7367 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239451 members 
Mstep: Class 54 contains 8636 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 5381 members 
Mstep: Class 57 contains 3250 members 
Mstep: Class 58 contains 7147 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1523 members 
Mstep: Class 65 contains 2601 members 
Mstep: Class 66 contains 11336 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4970 members 
Mstep: Class 70 contains 4001 members 
Mstep: Class 71 contains 813 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490128.000000 Penalty: 248604.390625
Iteration 187Q: 73 clusters Score -1.344901e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 35809 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 36908 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 27247 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 10995 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 79403 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135793 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17247 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14391 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6444 members 
Mstep: Class 29 contains 19867 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24772 members 
Mstep: Class 32 contains 5601 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 12193 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 66689 members 
Mstep: Class 43 contains 9039 members 
Mstep: Class 44 contains 20693 members 
Mstep: Class 45 contains 10967 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10175 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7367 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239462 members 
Mstep: Class 54 contains 8636 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5389 members 
Mstep: Class 57 contains 3250 members 
Mstep: Class 58 contains 7157 members 
Mstep: Class 59 contains 4153 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2601 members 
Mstep: Class 66 contains 11344 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4970 members 
Mstep: Class 70 contains 4015 members 
Mstep: Class 71 contains 812 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490240.000000 Penalty: 248604.390625
Iteration 188Q: 73 clusters Score -1.344902e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 35807 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 42512 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 36880 members 
Mstep: Class 8 contains 47708 members 
Mstep: Class 9 contains 27286 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11000 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79388 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135789 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17283 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14370 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6463 members 
Mstep: Class 29 contains 19837 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24756 members 
Mstep: Class 32 contains 5603 members 
Mstep: Class 33 contains 10316 members 
Mstep: Class 34 contains 12190 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66688 members 
Mstep: Class 43 contains 9027 members 
Mstep: Class 44 contains 20664 members 
Mstep: Class 45 contains 10967 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10173 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239474 members 
Mstep: Class 54 contains 8636 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5392 members 
Mstep: Class 57 contains 3249 members 
Mstep: Class 58 contains 7176 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11353 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4971 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 812 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489968.000000 Penalty: 248604.390625
Iteration 189Q: 73 clusters Score -1.3449e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 35803 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42519 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 36846 members 
Mstep: Class 8 contains 47705 members 
Mstep: Class 9 contains 27325 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 79380 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135781 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17310 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 14358 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 6483 members 
Mstep: Class 29 contains 19807 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24739 members 
Mstep: Class 32 contains 5604 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12189 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66687 members 
Mstep: Class 43 contains 9028 members 
Mstep: Class 44 contains 20641 members 
Mstep: Class 45 contains 10966 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10170 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239495 members 
Mstep: Class 54 contains 8636 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5396 members 
Mstep: Class 57 contains 3250 members 
Mstep: Class 58 contains 7192 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11359 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4974 members 
Mstep: Class 70 contains 4039 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490176.000000 Penalty: 248604.390625
Iteration 190Q: 73 clusters Score -1.344902e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 35798 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42524 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 47707 members 
Mstep: Class 9 contains 27360 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79373 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135771 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17335 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 885 members 
Mstep: Class 26 contains 14347 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 6506 members 
Mstep: Class 29 contains 19782 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24720 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12188 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 716 members 
Mstep: Class 42 contains 66690 members 
Mstep: Class 43 contains 9018 members 
Mstep: Class 44 contains 20615 members 
Mstep: Class 45 contains 10968 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10169 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239518 members 
Mstep: Class 54 contains 8635 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5403 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7208 members 
Mstep: Class 59 contains 4150 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11364 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4976 members 
Mstep: Class 70 contains 4042 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490144.000000 Penalty: 248604.390625
Iteration 191Q: 73 clusters Score -1.344901e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42533 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 36773 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 27391 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11006 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79351 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135762 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17352 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3149 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 14332 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6525 members 
Mstep: Class 29 contains 19757 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24711 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 714 members 
Mstep: Class 42 contains 66690 members 
Mstep: Class 43 contains 9014 members 
Mstep: Class 44 contains 20590 members 
Mstep: Class 45 contains 10973 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10169 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239545 members 
Mstep: Class 54 contains 8634 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5408 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7222 members 
Mstep: Class 59 contains 4150 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11366 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4979 members 
Mstep: Class 70 contains 4049 members 
Mstep: Class 71 contains 812 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490064.000000 Penalty: 248604.390625
Iteration 192Q: 73 clusters Score -1.344901e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42543 members 
Mstep: Class 6 contains 34283 members 
Mstep: Class 7 contains 36736 members 
Mstep: Class 8 contains 47721 members 
Mstep: Class 9 contains 27420 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11009 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79329 members 
Mstep: Class 15 contains 12964 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135756 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17380 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3148 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 14317 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 6548 members 
Mstep: Class 29 contains 19724 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24710 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 715 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 20566 members 
Mstep: Class 45 contains 10970 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10175 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239563 members 
Mstep: Class 54 contains 8634 members 
Mstep: Class 55 contains 2596 members 
Mstep: Class 56 contains 5414 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7236 members 
Mstep: Class 59 contains 4150 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11370 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4977 members 
Mstep: Class 70 contains 4050 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490128.000000 Penalty: 248604.390625
Iteration 193Q: 73 clusters Score -1.344901e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 35791 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42543 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 36703 members 
Mstep: Class 8 contains 47722 members 
Mstep: Class 9 contains 27446 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11012 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79316 members 
Mstep: Class 15 contains 12964 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135748 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17401 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3146 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 14311 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 6572 members 
Mstep: Class 29 contains 19689 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24705 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10319 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 717 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 20546 members 
Mstep: Class 45 contains 10972 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10176 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239575 members 
Mstep: Class 54 contains 8633 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5421 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7256 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2601 members 
Mstep: Class 66 contains 11376 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4974 members 
Mstep: Class 70 contains 4047 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490224.000000 Penalty: 248604.390625
Iteration 194Q: 73 clusters Score -1.344902e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 35789 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42546 members 
Mstep: Class 6 contains 34286 members 
Mstep: Class 7 contains 36665 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 27485 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11013 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 79289 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135743 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17413 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14299 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 6587 members 
Mstep: Class 29 contains 19668 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24696 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10319 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 66689 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 20522 members 
Mstep: Class 45 contains 10973 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10175 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239596 members 
Mstep: Class 54 contains 8633 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5428 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7274 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2601 members 
Mstep: Class 66 contains 11385 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4978 members 
Mstep: Class 70 contains 4049 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490208.000000 Penalty: 248604.390625
Iteration 195Q: 73 clusters Score -1.344902e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 35788 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 42549 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 36647 members 
Mstep: Class 8 contains 47737 members 
Mstep: Class 9 contains 27519 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11013 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 79273 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135744 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17425 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3142 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14287 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 6619 members 
Mstep: Class 29 contains 19648 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24679 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10321 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 66687 members 
Mstep: Class 43 contains 8998 members 
Mstep: Class 44 contains 20493 members 
Mstep: Class 45 contains 10974 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10168 members 
Mstep: Class 48 contains 2793 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239606 members 
Mstep: Class 54 contains 8633 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5438 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7282 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11389 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4983 members 
Mstep: Class 70 contains 4048 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490304.000000 Penalty: 248604.390625
Iteration 196Q: 73 clusters Score -1.344903e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35786 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42553 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 36627 members 
Mstep: Class 8 contains 47739 members 
Mstep: Class 9 contains 27546 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11015 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 79255 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135742 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17440 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14275 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 6654 members 
Mstep: Class 29 contains 19622 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24663 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10325 members 
Mstep: Class 34 contains 12187 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 721 members 
Mstep: Class 42 contains 66688 members 
Mstep: Class 43 contains 8995 members 
Mstep: Class 44 contains 20471 members 
Mstep: Class 45 contains 10976 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10161 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239612 members 
Mstep: Class 54 contains 8631 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5451 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7293 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2602 members 
Mstep: Class 66 contains 11395 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4987 members 
Mstep: Class 70 contains 4048 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490176.000000 Penalty: 248604.390625
Iteration 197Q: 73 clusters Score -1.344902e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 35785 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6839 members 
Mstep: Class 5 contains 42554 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36615 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 27563 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11016 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79235 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135732 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17450 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14265 members 
Mstep: Class 27 contains 7234 members 
Mstep: Class 28 contains 6700 members 
Mstep: Class 29 contains 19607 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24639 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10325 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66689 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 20457 members 
Mstep: Class 45 contains 10980 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10158 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239621 members 
Mstep: Class 54 contains 8631 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5459 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7301 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11399 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4993 members 
Mstep: Class 70 contains 4049 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490144.000000 Penalty: 248604.390625
Iteration 198Q: 73 clusters Score -1.344901e+08 nChanged 237
Entering ConstructFrom: 
Score: -134490144.000000 Penalty: 248604.390625
Entering ConstructFrom: 
Trying to split cluster 1 (11028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Entering Unmasked Estep 
Score: -1342210.625000 Penalty: 2308.431885
	Iteration 0F: 2 clusters Score -1342211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1333920.125000 Penalty: 4616.863770
	Iteration 0F: 3 clusters Score -1333920 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1336581.625000 Penalty: 4616.863770
	Iteration 1F: 3 clusters Score -1336582 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1336960.375000 Penalty: 4616.863770
	Iteration 2F: 3 clusters Score -1336960 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1337288.000000 Penalty: 4616.863770
	Iteration 3F: 3 clusters Score -1337288 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1337656.250000 Penalty: 4616.863770
	Iteration 4F: 3 clusters Score -1337656 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1338065.625000 Penalty: 4616.863770
	Iteration 5F: 3 clusters Score -1338066 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1338439.125000 Penalty: 4616.863770
	Iteration 6Q: 3 clusters Score -1338439 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1338798.875000 Penalty: 4616.863770
	Iteration 7Q: 3 clusters Score -1338799 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1339090.500000 Penalty: 4616.863770
	Iteration 8Q: 3 clusters Score -1339090 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1339316.000000 Penalty: 4616.863770
	Iteration 9Q: 3 clusters Score -1339316 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1339504.500000 Penalty: 4616.863770
	Iteration 10Q: 3 clusters Score -1339504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1339699.000000 Penalty: 4616.863770
	Iteration 11Q: 3 clusters Score -1339699 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1339905.250000 Penalty: 4616.863770
	Iteration 12Q: 3 clusters Score -1339905 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1340083.750000 Penalty: 4616.863770
	Iteration 13Q: 3 clusters Score -1340084 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1340207.875000 Penalty: 4616.863770
	Iteration 14Q: 3 clusters Score -1340208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1340292.625000 Penalty: 4616.863770
	Iteration 15Q: 3 clusters Score -1340293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1340334.625000 Penalty: 4616.863770
	Iteration 16Q: 3 clusters Score -1340335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1340361.000000 Penalty: 4616.863770
	Iteration 17Q: 3 clusters Score -1340361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1340374.375000 Penalty: 4616.863770
	Iteration 18Q: 3 clusters Score -1340374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1340383.000000 Penalty: 4616.863770
	Iteration 19Q: 3 clusters Score -1340383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1340389.375000 Penalty: 4616.863770
	Iteration 20F: 3 clusters Score -1340389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1340396.750000 Penalty: 4616.863770
	Iteration 21Q: 3 clusters Score -1340397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1340400.125000 Penalty: 4616.863770
	Iteration 22Q: 3 clusters Score -1340400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1340402.250000 Penalty: 4616.863770
	Iteration 23Q: 3 clusters Score -1340402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1340400.750000 Penalty: 4616.863770
	Iteration 24Q: 3 clusters Score -1340401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1340406.375000 Penalty: 4616.863770
	Iteration 25Q: 3 clusters Score -1340406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1340406.750000 Penalty: 4616.863770
	Iteration 26Q: 3 clusters Score -1340407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1340408.375000 Penalty: 4616.863770
	Iteration 27Q: 3 clusters Score -1340408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1340409.000000 Penalty: 4616.863770
	Iteration 28Q: 3 clusters Score -1340409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1340408.375000 Penalty: 4616.863770
	Iteration 29Q: 3 clusters Score -1340408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1340413.875000 Penalty: 4616.863770
	Iteration 30Q: 3 clusters Score -1340414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1340416.750000 Penalty: 4616.863770
	Iteration 31Q: 3 clusters Score -1340417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1340417.375000 Penalty: 4616.863770
	Iteration 32Q: 3 clusters Score -1340417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1340415.875000 Penalty: 4616.863770
	Iteration 33Q: 3 clusters Score -1340416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1340416.375000 Penalty: 4616.863770
	Iteration 34Q: 3 clusters Score -1340416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1340416.000000 Penalty: 4616.863770
	Iteration 35Q: 3 clusters Score -1340416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1340414.250000 Penalty: 4616.863770
	Iteration 36Q: 3 clusters Score -1340414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1340414.250000 Penalty: 4616.863770
	Iteration 37F: 3 clusters Score -1340414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Entering Unmasked Estep 
Score: -4528216.000000 Penalty: 2600.336670
	Iteration 0F: 2 clusters Score -4528216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4503811.000000 Penalty: 5200.673340
	Iteration 0F: 3 clusters Score -4503811 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4512541.500000 Penalty: 5200.673340
	Iteration 1F: 3 clusters Score -4512542 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4512990.000000 Penalty: 5200.673340
	Iteration 2Q: 3 clusters Score -4512990 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4513404.500000 Penalty: 5200.673340
	Iteration 3Q: 3 clusters Score -4513404 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4513859.000000 Penalty: 5200.673340
	Iteration 4Q: 3 clusters Score -4513859 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4514428.500000 Penalty: 5200.673340
	Iteration 5Q: 3 clusters Score -4514428 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4515208.000000 Penalty: 5200.673340
	Iteration 6Q: 3 clusters Score -4515208 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4516351.000000 Penalty: 5200.673340
	Iteration 7F: 3 clusters Score -4516351 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4517912.000000 Penalty: 5200.673340
	Iteration 8F: 3 clusters Score -4517912 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4519959.500000 Penalty: 5200.673340
	Iteration 9F: 3 clusters Score -4519960 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4522063.500000 Penalty: 5200.673340
	Iteration 10F: 3 clusters Score -4522064 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4523757.000000 Penalty: 5200.673340
	Iteration 11F: 3 clusters Score -4523757 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4524769.000000 Penalty: 5200.673340
	Iteration 12Q: 3 clusters Score -4524769 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4525284.500000 Penalty: 5200.673340
	Iteration 13Q: 3 clusters Score -4525284 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4525573.000000 Penalty: 5200.673340
	Iteration 14Q: 3 clusters Score -4525573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4525693.500000 Penalty: 5200.673340
	Iteration 15Q: 3 clusters Score -4525694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4525757.000000 Penalty: 5200.673340
	Iteration 16Q: 3 clusters Score -4525757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4525797.500000 Penalty: 5200.673340
	Iteration 17Q: 3 clusters Score -4525798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4525817.000000 Penalty: 5200.673340
	Iteration 18Q: 3 clusters Score -4525817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4525836.500000 Penalty: 5200.673340
	Iteration 19Q: 3 clusters Score -4525836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4525853.500000 Penalty: 5200.673340
	Iteration 20F: 3 clusters Score -4525854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4525857.500000 Penalty: 5200.673340
	Iteration 21Q: 3 clusters Score -4525858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4525862.500000 Penalty: 5200.673340
	Iteration 22Q: 3 clusters Score -4525862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4525870.500000 Penalty: 5200.673340
	Iteration 23Q: 3 clusters Score -4525870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4525870.000000 Penalty: 5200.673340
	Iteration 24Q: 3 clusters Score -4525870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4525870.000000 Penalty: 5200.673340
	Iteration 25F: 3 clusters Score -4525870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -592535.375000 Penalty: 2104.249512
	Iteration 0F: 2 clusters Score -592535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -588155.812500 Penalty: 4208.499023
	Iteration 0F: 3 clusters Score -588155.8 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -589228.187500 Penalty: 4208.499023
	Iteration 1F: 3 clusters Score -589228.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -589502.500000 Penalty: 4208.499023
	Iteration 2F: 3 clusters Score -589502.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -589734.812500 Penalty: 4208.499023
	Iteration 3F: 3 clusters Score -589734.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -589957.687500 Penalty: 4208.499023
	Iteration 4F: 3 clusters Score -589957.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -590165.687500 Penalty: 4208.499023
	Iteration 5F: 3 clusters Score -590165.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -590348.875000 Penalty: 4208.499023
	Iteration 6Q: 3 clusters Score -590348.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -590503.437500 Penalty: 4208.499023
	Iteration 7Q: 3 clusters Score -590503.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -590595.875000 Penalty: 4208.499023
	Iteration 8Q: 3 clusters Score -590595.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -590662.687500 Penalty: 4208.499023
	Iteration 9Q: 3 clusters Score -590662.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -590721.125000 Penalty: 4208.499023
	Iteration 10Q: 3 clusters Score -590721.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -590767.687500 Penalty: 4208.499023
	Iteration 11Q: 3 clusters Score -590767.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -590800.937500 Penalty: 4208.499023
	Iteration 12Q: 3 clusters Score -590800.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -590834.687500 Penalty: 4208.499023
	Iteration 13Q: 3 clusters Score -590834.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -590871.500000 Penalty: 4208.499023
	Iteration 14Q: 3 clusters Score -590871.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -590896.812500 Penalty: 4208.499023
	Iteration 15Q: 3 clusters Score -590896.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -590919.812500 Penalty: 4208.499023
	Iteration 16Q: 3 clusters Score -590919.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -590940.812500 Penalty: 4208.499023
	Iteration 17Q: 3 clusters Score -590940.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -590953.500000 Penalty: 4208.499023
	Iteration 18Q: 3 clusters Score -590953.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -590968.937500 Penalty: 4208.499023
	Iteration 19Q: 3 clusters Score -590968.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -590979.125000 Penalty: 4208.499023
	Iteration 20F: 3 clusters Score -590979.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -590983.937500 Penalty: 4208.499023
	Iteration 21Q: 3 clusters Score -590983.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -590990.562500 Penalty: 4208.499023
	Iteration 22Q: 3 clusters Score -590990.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -590995.875000 Penalty: 4208.499023
	Iteration 23Q: 3 clusters Score -590995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -591003.125000 Penalty: 4208.499023
	Iteration 24Q: 3 clusters Score -591003.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -591006.375000 Penalty: 4208.499023
	Iteration 25Q: 3 clusters Score -591006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -591009.375000 Penalty: 4208.499023
	Iteration 26Q: 3 clusters Score -591009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591014.500000 Penalty: 4208.499023
	Iteration 27Q: 3 clusters Score -591014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -591015.937500 Penalty: 4208.499023
	Iteration 28Q: 3 clusters Score -591015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -591019.562500 Penalty: 4208.499023
	Iteration 29Q: 3 clusters Score -591019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -591022.000000 Penalty: 4208.499023
	Iteration 30Q: 3 clusters Score -591022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -591024.750000 Penalty: 4208.499023
	Iteration 31Q: 3 clusters Score -591024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -591023.500000 Penalty: 4208.499023
	Iteration 32Q: 3 clusters Score -591023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -591023.500000 Penalty: 4208.499023
	Iteration 33F: 3 clusters Score -591023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -1126302.500000 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -1126302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1120682.250000 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -1120682 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1122333.875000 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -1122334 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1122720.250000 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -1122720 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1123069.250000 Penalty: 4380.021973
	Iteration 3F: 3 clusters Score -1123069 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1123333.125000 Penalty: 4380.021973
	Iteration 4F: 3 clusters Score -1123333 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1123547.750000 Penalty: 4380.021973
	Iteration 5Q: 3 clusters Score -1123548 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1123759.500000 Penalty: 4380.021973
	Iteration 6Q: 3 clusters Score -1123760 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1123945.000000 Penalty: 4380.021973
	Iteration 7Q: 3 clusters Score -1123945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1124147.500000 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -1124148 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1124368.000000 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -1124368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1124543.625000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -1124544 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1124707.500000 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -1124708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1124865.500000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -1124866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1124993.625000 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -1124994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1125126.375000 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -1125126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1125283.500000 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -1125284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1125433.000000 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -1125433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1125564.000000 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -1125564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1125725.750000 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -1125726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1125906.750000 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -1125907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1126070.625000 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -1126071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1126185.625000 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -1126186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1126287.000000 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -1126287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1126365.125000 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -1126365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1126425.125000 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -1126425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1126487.375000 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -1126487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1126538.000000 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -1126538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1126565.125000 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -1126565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1126570.625000 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -1126571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1126577.125000 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -1126577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1126583.375000 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -1126583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1126590.000000 Penalty: 4380.021973
	Iteration 31Q: 3 clusters Score -1126590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1126600.625000 Penalty: 4380.021973
	Iteration 32Q: 3 clusters Score -1126601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1126600.375000 Penalty: 4380.021973
	Iteration 33Q: 3 clusters Score -1126600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1126600.750000 Penalty: 4380.021973
	Iteration 34Q: 3 clusters Score -1126601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1126600.750000 Penalty: 4380.021973
	Iteration 35F: 3 clusters Score -1126601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 629 members 
Entering Unmasked Estep 
Score: -134489168.000000 Penalty: 252057.234375
Splitting cluster 4 changes total score from -134490144.000000 to -134489168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Entering Unmasked Estep 
Score: -5341139.500000 Penalty: 2643.350342
	Iteration 0F: 2 clusters Score -5341140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5312212.500000 Penalty: 5286.700684
	Iteration 0F: 3 clusters Score -5312212 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5323010.000000 Penalty: 5286.700684
	Iteration 1F: 3 clusters Score -5323010 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5323564.500000 Penalty: 5286.700684
	Iteration 2Q: 3 clusters Score -5323564 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5324113.000000 Penalty: 5286.700684
	Iteration 3Q: 3 clusters Score -5324113 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5324631.500000 Penalty: 5286.700684
	Iteration 4Q: 3 clusters Score -5324632 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5325144.500000 Penalty: 5286.700684
	Iteration 5Q: 3 clusters Score -5325144 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5325755.500000 Penalty: 5286.700684
	Iteration 6Q: 3 clusters Score -5325756 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5326568.500000 Penalty: 5286.700684
	Iteration 7Q: 3 clusters Score -5326568 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5327659.500000 Penalty: 5286.700684
	Iteration 8Q: 3 clusters Score -5327660 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5329260.000000 Penalty: 5286.700684
	Iteration 9F: 3 clusters Score -5329260 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -5331269.500000 Penalty: 5286.700684
	Iteration 10F: 3 clusters Score -5331270 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5333474.500000 Penalty: 5286.700684
	Iteration 11F: 3 clusters Score -5333474 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5335438.500000 Penalty: 5286.700684
	Iteration 12F: 3 clusters Score -5335438 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5336878.500000 Penalty: 5286.700684
	Iteration 13Q: 3 clusters Score -5336878 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5337848.500000 Penalty: 5286.700684
	Iteration 14Q: 3 clusters Score -5337848 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5338314.000000 Penalty: 5286.700684
	Iteration 15Q: 3 clusters Score -5338314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 5286.700684
	Iteration 16Q: 3 clusters Score -5338550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5338676.000000 Penalty: 5286.700684
	Iteration 17Q: 3 clusters Score -5338676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5338748.000000 Penalty: 5286.700684
	Iteration 18Q: 3 clusters Score -5338748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5338783.500000 Penalty: 5286.700684
	Iteration 19Q: 3 clusters Score -5338784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5338804.000000 Penalty: 5286.700684
	Iteration 20F: 3 clusters Score -5338804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5338826.000000 Penalty: 5286.700684
	Iteration 21Q: 3 clusters Score -5338826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5338841.500000 Penalty: 5286.700684
	Iteration 22Q: 3 clusters Score -5338842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5338856.500000 Penalty: 5286.700684
	Iteration 23Q: 3 clusters Score -5338856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5338861.000000 Penalty: 5286.700684
	Iteration 24Q: 3 clusters Score -5338861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5338865.500000 Penalty: 5286.700684
	Iteration 25Q: 3 clusters Score -5338866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5338871.000000 Penalty: 5286.700684
	Iteration 26Q: 3 clusters Score -5338871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5338877.000000 Penalty: 5286.700684
	Iteration 27Q: 3 clusters Score -5338877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5338875.000000 Penalty: 5286.700684
	Iteration 28Q: 3 clusters Score -5338875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5338879.000000 Penalty: 5286.700684
	Iteration 29Q: 3 clusters Score -5338879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5338882.000000 Penalty: 5286.700684
	Iteration 30Q: 3 clusters Score -5338882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5338882.000000 Penalty: 5286.700684
	Iteration 31F: 3 clusters Score -5338882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Entering Unmasked Estep 
Score: -4301452.500000 Penalty: 2589.760010
	Iteration 0F: 2 clusters Score -4301452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4278281.000000 Penalty: 5179.520020
	Iteration 0F: 3 clusters Score -4278281 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4286805.500000 Penalty: 5179.520020
	Iteration 1F: 3 clusters Score -4286806 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4287413.500000 Penalty: 5179.520020
	Iteration 2Q: 3 clusters Score -4287414 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4288114.500000 Penalty: 5179.520020
	Iteration 3Q: 3 clusters Score -4288114 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4288940.500000 Penalty: 5179.520020
	Iteration 4Q: 3 clusters Score -4288940 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4289855.000000 Penalty: 5179.520020
	Iteration 5F: 3 clusters Score -4289855 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4290833.000000 Penalty: 5179.520020
	Iteration 6F: 3 clusters Score -4290833 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4291807.500000 Penalty: 5179.520020
	Iteration 7F: 3 clusters Score -4291808 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4292776.500000 Penalty: 5179.520020
	Iteration 8F: 3 clusters Score -4292776 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4293766.500000 Penalty: 5179.520020
	Iteration 9F: 3 clusters Score -4293766 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4294755.500000 Penalty: 5179.520020
	Iteration 10Q: 3 clusters Score -4294756 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4295688.500000 Penalty: 5179.520020
	Iteration 11Q: 3 clusters Score -4295688 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4296567.500000 Penalty: 5179.520020
	Iteration 12Q: 3 clusters Score -4296568 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4297401.000000 Penalty: 5179.520020
	Iteration 13Q: 3 clusters Score -4297401 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4298159.500000 Penalty: 5179.520020
	Iteration 14Q: 3 clusters Score -4298160 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4298800.000000 Penalty: 5179.520020
	Iteration 15Q: 3 clusters Score -4298800 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4299425.500000 Penalty: 5179.520020
	Iteration 16Q: 3 clusters Score -4299426 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4299872.500000 Penalty: 5179.520020
	Iteration 17Q: 3 clusters Score -4299872 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4300201.000000 Penalty: 5179.520020
	Iteration 18Q: 3 clusters Score -4300201 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4300471.500000 Penalty: 5179.520020
	Iteration 19Q: 3 clusters Score -4300472 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4300579.500000 Penalty: 5179.520020
	Iteration 20F: 3 clusters Score -4300580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4300645.500000 Penalty: 5179.520020
	Iteration 21Q: 3 clusters Score -4300646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4300680.000000 Penalty: 5179.520020
	Iteration 22Q: 3 clusters Score -4300680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4300697.000000 Penalty: 5179.520020
	Iteration 23Q: 3 clusters Score -4300697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4300713.000000 Penalty: 5179.520020
	Iteration 24Q: 3 clusters Score -4300713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4300728.000000 Penalty: 5179.520020
	Iteration 25Q: 3 clusters Score -4300728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4300738.000000 Penalty: 5179.520020
	Iteration 26Q: 3 clusters Score -4300738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4300740.500000 Penalty: 5179.520020
	Iteration 27Q: 3 clusters Score -4300740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4300745.000000 Penalty: 5179.520020
	Iteration 28Q: 3 clusters Score -4300745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4300749.500000 Penalty: 5179.520020
	Iteration 29Q: 3 clusters Score -4300750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4300757.500000 Penalty: 5179.520020
	Iteration 30Q: 3 clusters Score -4300758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4300756.500000 Penalty: 5179.520020
	Iteration 31Q: 3 clusters Score -4300756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4300754.500000 Penalty: 5179.520020
	Iteration 32Q: 3 clusters Score -4300754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4300753.000000 Penalty: 5179.520020
	Iteration 33Q: 3 clusters Score -4300753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4300755.500000 Penalty: 5179.520020
	Iteration 34Q: 3 clusters Score -4300756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4300753.500000 Penalty: 5179.520020
	Iteration 35Q: 3 clusters Score -4300754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4300753.500000 Penalty: 5179.520020
	Iteration 36Q: 3 clusters Score -4300754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4300755.500000 Penalty: 5179.520020
	Iteration 37Q: 3 clusters Score -4300756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4300756.000000 Penalty: 5179.520020
	Iteration 38Q: 3 clusters Score -4300756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4300754.500000 Penalty: 5179.520020
	Iteration 39Q: 3 clusters Score -4300754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4300754.500000 Penalty: 5179.520020
	Iteration 40F: 3 clusters Score -4300754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Entering Unmasked Estep 
Score: -4571393.000000 Penalty: 2605.996094
	Iteration 0F: 2 clusters Score -4571393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4546406.500000 Penalty: 5211.992188
	Iteration 0F: 3 clusters Score -4546406 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4555662.500000 Penalty: 5211.992188
	Iteration 1F: 3 clusters Score -4555662 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4556158.500000 Penalty: 5211.992188
	Iteration 2Q: 3 clusters Score -4556158 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4556627.000000 Penalty: 5211.992188
	Iteration 3Q: 3 clusters Score -4556627 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4557137.000000 Penalty: 5211.992188
	Iteration 4Q: 3 clusters Score -4557137 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4557707.500000 Penalty: 5211.992188
	Iteration 5Q: 3 clusters Score -4557708 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4558341.500000 Penalty: 5211.992188
	Iteration 6Q: 3 clusters Score -4558342 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4559077.000000 Penalty: 5211.992188
	Iteration 7Q: 3 clusters Score -4559077 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4559923.000000 Penalty: 5211.992188
	Iteration 8Q: 3 clusters Score -4559923 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4560902.500000 Penalty: 5211.992188
	Iteration 9Q: 3 clusters Score -4560902 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4561997.500000 Penalty: 5211.992188
	Iteration 10Q: 3 clusters Score -4561998 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4563094.500000 Penalty: 5211.992188
	Iteration 11Q: 3 clusters Score -4563094 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4563941.500000 Penalty: 5211.992188
	Iteration 12Q: 3 clusters Score -4563942 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -4564423.000000 Penalty: 5211.992188
	Iteration 13Q: 3 clusters Score -4564423 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4564717.500000 Penalty: 5211.992188
	Iteration 14Q: 3 clusters Score -4564718 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4564860.000000 Penalty: 5211.992188
	Iteration 15Q: 3 clusters Score -4564860 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4564952.500000 Penalty: 5211.992188
	Iteration 16Q: 3 clusters Score -4564952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4565014.500000 Penalty: 5211.992188
	Iteration 17Q: 3 clusters Score -4565014 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4565076.500000 Penalty: 5211.992188
	Iteration 18Q: 3 clusters Score -4565076 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4565096.500000 Penalty: 5211.992188
	Iteration 19Q: 3 clusters Score -4565096 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4565143.500000 Penalty: 5211.992188
	Iteration 20F: 3 clusters Score -4565144 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4565163.000000 Penalty: 5211.992188
	Iteration 21Q: 3 clusters Score -4565163 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4565203.000000 Penalty: 5211.992188
	Iteration 22Q: 3 clusters Score -4565203 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4565247.500000 Penalty: 5211.992188
	Iteration 23Q: 3 clusters Score -4565248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4565255.000000 Penalty: 5211.992188
	Iteration 24Q: 3 clusters Score -4565255 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4565276.000000 Penalty: 5211.992188
	Iteration 25Q: 3 clusters Score -4565276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4565294.500000 Penalty: 5211.992188
	Iteration 26Q: 3 clusters Score -4565294 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4565324.500000 Penalty: 5211.992188
	Iteration 27Q: 3 clusters Score -4565324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4565346.000000 Penalty: 5211.992188
	Iteration 28Q: 3 clusters Score -4565346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4565381.500000 Penalty: 5211.992188
	Iteration 29Q: 3 clusters Score -4565382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4565400.000000 Penalty: 5211.992188
	Iteration 30Q: 3 clusters Score -4565400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4565407.000000 Penalty: 5211.992188
	Iteration 31Q: 3 clusters Score -4565407 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4565415.500000 Penalty: 5211.992188
	Iteration 32Q: 3 clusters Score -4565416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4565421.000000 Penalty: 5211.992188
	Iteration 33Q: 3 clusters Score -4565421 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4565433.000000 Penalty: 5211.992188
	Iteration 34Q: 3 clusters Score -4565433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4565450.500000 Penalty: 5211.992188
	Iteration 35Q: 3 clusters Score -4565450 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4565475.000000 Penalty: 5211.992188
	Iteration 36Q: 3 clusters Score -4565475 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4565492.000000 Penalty: 5211.992188
	Iteration 37Q: 3 clusters Score -4565492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4565484.000000 Penalty: 5211.992188
	Iteration 38Q: 3 clusters Score -4565484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4565501.000000 Penalty: 5211.992188
	Iteration 39Q: 3 clusters Score -4565501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4565520.000000 Penalty: 5211.992188
	Iteration 40F: 3 clusters Score -4565520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4565533.500000 Penalty: 5211.992188
	Iteration 41Q: 3 clusters Score -4565534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4565548.000000 Penalty: 5211.992188
	Iteration 42Q: 3 clusters Score -4565548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4565560.000000 Penalty: 5211.992188
	Iteration 43Q: 3 clusters Score -4565560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4565581.000000 Penalty: 5211.992188
	Iteration 44Q: 3 clusters Score -4565581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4565608.500000 Penalty: 5211.992188
	Iteration 45Q: 3 clusters Score -4565608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4565610.000000 Penalty: 5211.992188
	Iteration 46Q: 3 clusters Score -4565610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4565628.000000 Penalty: 5211.992188
	Iteration 47Q: 3 clusters Score -4565628 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4565646.500000 Penalty: 5211.992188
	Iteration 48Q: 3 clusters Score -4565646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4565667.000000 Penalty: 5211.992188
	Iteration 49Q: 3 clusters Score -4565667 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4565693.500000 Penalty: 5211.992188
	Iteration 50Q: 3 clusters Score -4565694 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4565737.000000 Penalty: 5211.992188
	Iteration 51Q: 3 clusters Score -4565737 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4565797.500000 Penalty: 5211.992188
	Iteration 52Q: 3 clusters Score -4565798 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4565820.500000 Penalty: 5211.992188
	Iteration 53Q: 3 clusters Score -4565820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4565869.000000 Penalty: 5211.992188
	Iteration 54Q: 3 clusters Score -4565869 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4565928.000000 Penalty: 5211.992188
	Iteration 55Q: 3 clusters Score -4565928 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4566008.000000 Penalty: 5211.992188
	Iteration 56Q: 3 clusters Score -4566008 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4566100.000000 Penalty: 5211.992188
	Iteration 57Q: 3 clusters Score -4566100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4566182.000000 Penalty: 5211.992188
	Iteration 58Q: 3 clusters Score -4566182 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4566278.500000 Penalty: 5211.992188
	Iteration 59Q: 3 clusters Score -4566278 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4566361.000000 Penalty: 5211.992188
	Iteration 60F: 3 clusters Score -4566361 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4566460.000000 Penalty: 5211.992188
	Iteration 61Q: 3 clusters Score -4566460 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4566564.000000 Penalty: 5211.992188
	Iteration 62Q: 3 clusters Score -4566564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4566659.000000 Penalty: 5211.992188
	Iteration 63Q: 3 clusters Score -4566659 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4566733.500000 Penalty: 5211.992188
	Iteration 64Q: 3 clusters Score -4566734 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -4566789.000000 Penalty: 5211.992188
	Iteration 65Q: 3 clusters Score -4566789 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4566873.000000 Penalty: 5211.992188
	Iteration 66Q: 3 clusters Score -4566873 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4566950.500000 Penalty: 5211.992188
	Iteration 67Q: 3 clusters Score -4566950 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4567001.000000 Penalty: 5211.992188
	Iteration 68Q: 3 clusters Score -4567001 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -4567058.000000 Penalty: 5211.992188
	Iteration 69Q: 3 clusters Score -4567058 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4567120.000000 Penalty: 5211.992188
	Iteration 70Q: 3 clusters Score -4567120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4567166.000000 Penalty: 5211.992188
	Iteration 71Q: 3 clusters Score -4567166 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4567188.000000 Penalty: 5211.992188
	Iteration 72Q: 3 clusters Score -4567188 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4567238.500000 Penalty: 5211.992188
	Iteration 73Q: 3 clusters Score -4567238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4567284.500000 Penalty: 5211.992188
	Iteration 74Q: 3 clusters Score -4567284 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4567319.000000 Penalty: 5211.992188
	Iteration 75Q: 3 clusters Score -4567319 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4567364.500000 Penalty: 5211.992188
	Iteration 76Q: 3 clusters Score -4567364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4567407.000000 Penalty: 5211.992188
	Iteration 77Q: 3 clusters Score -4567407 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4567439.000000 Penalty: 5211.992188
	Iteration 78Q: 3 clusters Score -4567439 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4567486.000000 Penalty: 5211.992188
	Iteration 79Q: 3 clusters Score -4567486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4567513.000000 Penalty: 5211.992188
	Iteration 80F: 3 clusters Score -4567513 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4567544.500000 Penalty: 5211.992188
	Iteration 81Q: 3 clusters Score -4567544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4567596.000000 Penalty: 5211.992188
	Iteration 82Q: 3 clusters Score -4567596 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4567625.500000 Penalty: 5211.992188
	Iteration 83Q: 3 clusters Score -4567626 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4567668.000000 Penalty: 5211.992188
	Iteration 84Q: 3 clusters Score -4567668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4567707.000000 Penalty: 5211.992188
	Iteration 85Q: 3 clusters Score -4567707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4567731.500000 Penalty: 5211.992188
	Iteration 86Q: 3 clusters Score -4567732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -4567773.500000 Penalty: 5211.992188
	Iteration 87Q: 3 clusters Score -4567774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4567797.500000 Penalty: 5211.992188
	Iteration 88Q: 3 clusters Score -4567798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4567814.000000 Penalty: 5211.992188
	Iteration 89Q: 3 clusters Score -4567814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4567841.500000 Penalty: 5211.992188
	Iteration 90Q: 3 clusters Score -4567842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4567877.000000 Penalty: 5211.992188
	Iteration 91Q: 3 clusters Score -4567877 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4567920.500000 Penalty: 5211.992188
	Iteration 92Q: 3 clusters Score -4567920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4567962.000000 Penalty: 5211.992188
	Iteration 93Q: 3 clusters Score -4567962 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4568004.000000 Penalty: 5211.992188
	Iteration 94Q: 3 clusters Score -4568004 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4568053.500000 Penalty: 5211.992188
	Iteration 95Q: 3 clusters Score -4568054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4568100.000000 Penalty: 5211.992188
	Iteration 96Q: 3 clusters Score -4568100 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4568140.000000 Penalty: 5211.992188
	Iteration 97Q: 3 clusters Score -4568140 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4568195.000000 Penalty: 5211.992188
	Iteration 98Q: 3 clusters Score -4568195 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4568231.500000 Penalty: 5211.992188
	Iteration 99Q: 3 clusters Score -4568232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4568279.000000 Penalty: 5211.992188
	Iteration 100F: 3 clusters Score -4568279 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4568327.000000 Penalty: 5211.992188
	Iteration 101Q: 3 clusters Score -4568327 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4568398.000000 Penalty: 5211.992188
	Iteration 102Q: 3 clusters Score -4568398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4568441.000000 Penalty: 5211.992188
	Iteration 103Q: 3 clusters Score -4568441 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4568485.000000 Penalty: 5211.992188
	Iteration 104Q: 3 clusters Score -4568485 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4568543.500000 Penalty: 5211.992188
	Iteration 105Q: 3 clusters Score -4568544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4568592.500000 Penalty: 5211.992188
	Iteration 106Q: 3 clusters Score -4568592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4568623.000000 Penalty: 5211.992188
	Iteration 107Q: 3 clusters Score -4568623 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4568669.500000 Penalty: 5211.992188
	Iteration 108Q: 3 clusters Score -4568670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4568708.500000 Penalty: 5211.992188
	Iteration 109Q: 3 clusters Score -4568708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4568741.000000 Penalty: 5211.992188
	Iteration 110Q: 3 clusters Score -4568741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4568761.500000 Penalty: 5211.992188
	Iteration 111Q: 3 clusters Score -4568762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4568794.500000 Penalty: 5211.992188
	Iteration 112Q: 3 clusters Score -4568794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4568809.000000 Penalty: 5211.992188
	Iteration 113Q: 3 clusters Score -4568809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4568829.000000 Penalty: 5211.992188
	Iteration 114Q: 3 clusters Score -4568829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4568853.000000 Penalty: 5211.992188
	Iteration 115Q: 3 clusters Score -4568853 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4568867.000000 Penalty: 5211.992188
	Iteration 116Q: 3 clusters Score -4568867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4568885.500000 Penalty: 5211.992188
	Iteration 117Q: 3 clusters Score -4568886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4568912.500000 Penalty: 5211.992188
	Iteration 118Q: 3 clusters Score -4568912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -4568927.500000 Penalty: 5211.992188
	Iteration 119Q: 3 clusters Score -4568928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4568942.500000 Penalty: 5211.992188
	Iteration 120F: 3 clusters Score -4568942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4568968.500000 Penalty: 5211.992188
	Iteration 121Q: 3 clusters Score -4568968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4568982.500000 Penalty: 5211.992188
	Iteration 122Q: 3 clusters Score -4568982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4568992.500000 Penalty: 5211.992188
	Iteration 123Q: 3 clusters Score -4568992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4568998.000000 Penalty: 5211.992188
	Iteration 124Q: 3 clusters Score -4568998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4569015.000000 Penalty: 5211.992188
	Iteration 125Q: 3 clusters Score -4569015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4569027.000000 Penalty: 5211.992188
	Iteration 126Q: 3 clusters Score -4569027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4569042.500000 Penalty: 5211.992188
	Iteration 127Q: 3 clusters Score -4569042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4569048.500000 Penalty: 5211.992188
	Iteration 128Q: 3 clusters Score -4569048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4569057.500000 Penalty: 5211.992188
	Iteration 129Q: 3 clusters Score -4569058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4569070.000000 Penalty: 5211.992188
	Iteration 130Q: 3 clusters Score -4569070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4569080.000000 Penalty: 5211.992188
	Iteration 131Q: 3 clusters Score -4569080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4569096.000000 Penalty: 5211.992188
	Iteration 132Q: 3 clusters Score -4569096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4569101.500000 Penalty: 5211.992188
	Iteration 133Q: 3 clusters Score -4569102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4569107.500000 Penalty: 5211.992188
	Iteration 134Q: 3 clusters Score -4569108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4569106.000000 Penalty: 5211.992188
	Iteration 135Q: 3 clusters Score -4569106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4569113.000000 Penalty: 5211.992188
	Iteration 136Q: 3 clusters Score -4569113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4569122.500000 Penalty: 5211.992188
	Iteration 137Q: 3 clusters Score -4569122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4569129.500000 Penalty: 5211.992188
	Iteration 138Q: 3 clusters Score -4569130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4569139.000000 Penalty: 5211.992188
	Iteration 139Q: 3 clusters Score -4569139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4569146.500000 Penalty: 5211.992188
	Iteration 140F: 3 clusters Score -4569146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4569161.000000 Penalty: 5211.992188
	Iteration 141Q: 3 clusters Score -4569161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4569163.500000 Penalty: 5211.992188
	Iteration 142Q: 3 clusters Score -4569164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4569171.500000 Penalty: 5211.992188
	Iteration 143Q: 3 clusters Score -4569172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4569170.500000 Penalty: 5211.992188
	Iteration 144Q: 3 clusters Score -4569170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -4569176.500000 Penalty: 5211.992188
	Iteration 145Q: 3 clusters Score -4569176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4569179.500000 Penalty: 5211.992188
	Iteration 146Q: 3 clusters Score -4569180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4569184.000000 Penalty: 5211.992188
	Iteration 147Q: 3 clusters Score -4569184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4569191.500000 Penalty: 5211.992188
	Iteration 148Q: 3 clusters Score -4569192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -4569196.500000 Penalty: 5211.992188
	Iteration 149Q: 3 clusters Score -4569196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4569194.000000 Penalty: 5211.992188
	Iteration 150Q: 3 clusters Score -4569194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4569194.500000 Penalty: 5211.992188
	Iteration 151Q: 3 clusters Score -4569194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4569190.500000 Penalty: 5211.992188
	Iteration 152Q: 3 clusters Score -4569190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4569189.000000 Penalty: 5211.992188
	Iteration 153Q: 3 clusters Score -4569189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4569189.500000 Penalty: 5211.992188
	Iteration 154Q: 3 clusters Score -4569190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4569194.500000 Penalty: 5211.992188
	Iteration 155Q: 3 clusters Score -4569194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4569194.000000 Penalty: 5211.992188
	Iteration 156Q: 3 clusters Score -4569194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4569192.500000 Penalty: 5211.992188
	Iteration 157Q: 3 clusters Score -4569192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4569205.000000 Penalty: 5211.992188
	Iteration 158Q: 3 clusters Score -4569205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4569214.000000 Penalty: 5211.992188
	Iteration 159Q: 3 clusters Score -4569214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4569216.500000 Penalty: 5211.992188
	Iteration 160F: 3 clusters Score -4569216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4569216.000000 Penalty: 5211.992188
	Iteration 161Q: 3 clusters Score -4569216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4569220.500000 Penalty: 5211.992188
	Iteration 162Q: 3 clusters Score -4569220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4569227.000000 Penalty: 5211.992188
	Iteration 163Q: 3 clusters Score -4569227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4569222.500000 Penalty: 5211.992188
	Iteration 164Q: 3 clusters Score -4569222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5211.992188
	Iteration 165Q: 3 clusters Score -4569228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5211.992188
	Iteration 166Q: 3 clusters Score -4569228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4569232.500000 Penalty: 5211.992188
	Iteration 167Q: 3 clusters Score -4569232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4569231.500000 Penalty: 5211.992188
	Iteration 168Q: 3 clusters Score -4569232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5211.992188
	Iteration 169Q: 3 clusters Score -4569228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5211.992188
	Iteration 170Q: 3 clusters Score -4569228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4569225.500000 Penalty: 5211.992188
	Iteration 171Q: 3 clusters Score -4569226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4569226.500000 Penalty: 5211.992188
	Iteration 172Q: 3 clusters Score -4569226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4569228.500000 Penalty: 5211.992188
	Iteration 173Q: 3 clusters Score -4569228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4569226.500000 Penalty: 5211.992188
	Iteration 174Q: 3 clusters Score -4569226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4569226.500000 Penalty: 5211.992188
	Iteration 175F: 3 clusters Score -4569226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Entering Unmasked Estep 
Score: -5534931.500000 Penalty: 2671.782227
	Iteration 0F: 2 clusters Score -5534932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5502868.500000 Penalty: 5343.564453
	Iteration 0F: 3 clusters Score -5502868 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -5515459.000000 Penalty: 5343.564453
	Iteration 1F: 3 clusters Score -5515459 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5516378.000000 Penalty: 5343.564453
	Iteration 2Q: 3 clusters Score -5516378 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -5517448.000000 Penalty: 5343.564453
	Iteration 3F: 3 clusters Score -5517448 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5518629.500000 Penalty: 5343.564453
	Iteration 4F: 3 clusters Score -5518630 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5519962.000000 Penalty: 5343.564453
	Iteration 5F: 3 clusters Score -5519962 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5521356.000000 Penalty: 5343.564453
	Iteration 6F: 3 clusters Score -5521356 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5522703.000000 Penalty: 5343.564453
	Iteration 7F: 3 clusters Score -5522703 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5523892.000000 Penalty: 5343.564453
	Iteration 8Q: 3 clusters Score -5523892 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5524907.500000 Penalty: 5343.564453
	Iteration 9Q: 3 clusters Score -5524908 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5525814.000000 Penalty: 5343.564453
	Iteration 10Q: 3 clusters Score -5525814 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5526431.000000 Penalty: 5343.564453
	Iteration 11Q: 3 clusters Score -5526431 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5526860.500000 Penalty: 5343.564453
	Iteration 12Q: 3 clusters Score -5526860 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5527087.000000 Penalty: 5343.564453
	Iteration 13Q: 3 clusters Score -5527087 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5527228.000000 Penalty: 5343.564453
	Iteration 14Q: 3 clusters Score -5527228 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5527280.000000 Penalty: 5343.564453
	Iteration 15Q: 3 clusters Score -5527280 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5527348.000000 Penalty: 5343.564453
	Iteration 16Q: 3 clusters Score -5527348 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5527348.500000 Penalty: 5343.564453
	Iteration 17Q: 3 clusters Score -5527348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5527391.500000 Penalty: 5343.564453
	Iteration 18Q: 3 clusters Score -5527392 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5527421.000000 Penalty: 5343.564453
	Iteration 19Q: 3 clusters Score -5527421 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -5527430.000000 Penalty: 5343.564453
	Iteration 20F: 3 clusters Score -5527430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5527453.000000 Penalty: 5343.564453
	Iteration 21Q: 3 clusters Score -5527453 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5527476.000000 Penalty: 5343.564453
	Iteration 22Q: 3 clusters Score -5527476 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5527499.500000 Penalty: 5343.564453
	Iteration 23Q: 3 clusters Score -5527500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5527543.500000 Penalty: 5343.564453
	Iteration 24Q: 3 clusters Score -5527544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -5527562.500000 Penalty: 5343.564453
	Iteration 25Q: 3 clusters Score -5527562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -5527592.000000 Penalty: 5343.564453
	Iteration 26Q: 3 clusters Score -5527592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5527603.500000 Penalty: 5343.564453
	Iteration 27Q: 3 clusters Score -5527604 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -5527603.000000 Penalty: 5343.564453
	Iteration 28Q: 3 clusters Score -5527603 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5527594.000000 Penalty: 5343.564453
	Iteration 29Q: 3 clusters Score -5527594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5527639.500000 Penalty: 5343.564453
	Iteration 30Q: 3 clusters Score -5527640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5527662.000000 Penalty: 5343.564453
	Iteration 31Q: 3 clusters Score -5527662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5527670.000000 Penalty: 5343.564453
	Iteration 32Q: 3 clusters Score -5527670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5527687.000000 Penalty: 5343.564453
	Iteration 33Q: 3 clusters Score -5527687 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5527717.500000 Penalty: 5343.564453
	Iteration 34Q: 3 clusters Score -5527718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5527708.500000 Penalty: 5343.564453
	Iteration 35Q: 3 clusters Score -5527708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -5527726.500000 Penalty: 5343.564453
	Iteration 36Q: 3 clusters Score -5527726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -5527749.500000 Penalty: 5343.564453
	Iteration 37Q: 3 clusters Score -5527750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5527777.500000 Penalty: 5343.564453
	Iteration 38Q: 3 clusters Score -5527778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5527777.500000 Penalty: 5343.564453
	Iteration 39Q: 3 clusters Score -5527778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5527770.000000 Penalty: 5343.564453
	Iteration 40F: 3 clusters Score -5527770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -5527775.500000 Penalty: 5343.564453
	Iteration 41Q: 3 clusters Score -5527776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -5527793.000000 Penalty: 5343.564453
	Iteration 42Q: 3 clusters Score -5527793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -5527801.000000 Penalty: 5343.564453
	Iteration 43Q: 3 clusters Score -5527801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -5527806.500000 Penalty: 5343.564453
	Iteration 44Q: 3 clusters Score -5527806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -5527815.000000 Penalty: 5343.564453
	Iteration 45Q: 3 clusters Score -5527815 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5527825.500000 Penalty: 5343.564453
	Iteration 46Q: 3 clusters Score -5527826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5527824.000000 Penalty: 5343.564453
	Iteration 47Q: 3 clusters Score -5527824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -5527824.500000 Penalty: 5343.564453
	Iteration 48Q: 3 clusters Score -5527824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5527826.500000 Penalty: 5343.564453
	Iteration 49Q: 3 clusters Score -5527826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -5527832.000000 Penalty: 5343.564453
	Iteration 50Q: 3 clusters Score -5527832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -5527848.500000 Penalty: 5343.564453
	Iteration 51Q: 3 clusters Score -5527848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -5527851.000000 Penalty: 5343.564453
	Iteration 52Q: 3 clusters Score -5527851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5527855.000000 Penalty: 5343.564453
	Iteration 53Q: 3 clusters Score -5527855 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5527854.000000 Penalty: 5343.564453
	Iteration 54Q: 3 clusters Score -5527854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5527871.500000 Penalty: 5343.564453
	Iteration 55Q: 3 clusters Score -5527872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5527873.000000 Penalty: 5343.564453
	Iteration 56Q: 3 clusters Score -5527873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5527879.500000 Penalty: 5343.564453
	Iteration 57Q: 3 clusters Score -5527880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5527870.000000 Penalty: 5343.564453
	Iteration 58Q: 3 clusters Score -5527870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -5527863.000000 Penalty: 5343.564453
	Iteration 59Q: 3 clusters Score -5527863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5527874.000000 Penalty: 5343.564453
	Iteration 60F: 3 clusters Score -5527874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5527880.500000 Penalty: 5343.564453
	Iteration 61Q: 3 clusters Score -5527880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5527877.000000 Penalty: 5343.564453
	Iteration 62Q: 3 clusters Score -5527877 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5527882.000000 Penalty: 5343.564453
	Iteration 63Q: 3 clusters Score -5527882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5527888.500000 Penalty: 5343.564453
	Iteration 64Q: 3 clusters Score -5527888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5527893.000000 Penalty: 5343.564453
	Iteration 65Q: 3 clusters Score -5527893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -5527895.500000 Penalty: 5343.564453
	Iteration 66Q: 3 clusters Score -5527896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5527889.500000 Penalty: 5343.564453
	Iteration 67Q: 3 clusters Score -5527890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5527889.500000 Penalty: 5343.564453
	Iteration 68Q: 3 clusters Score -5527890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -5527890.500000 Penalty: 5343.564453
	Iteration 69Q: 3 clusters Score -5527890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5527914.500000 Penalty: 5343.564453
	Iteration 70Q: 3 clusters Score -5527914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5527917.000000 Penalty: 5343.564453
	Iteration 71Q: 3 clusters Score -5527917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -5527937.500000 Penalty: 5343.564453
	Iteration 72Q: 3 clusters Score -5527938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5527946.500000 Penalty: 5343.564453
	Iteration 73Q: 3 clusters Score -5527946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -5527948.500000 Penalty: 5343.564453
	Iteration 74Q: 3 clusters Score -5527948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5527955.500000 Penalty: 5343.564453
	Iteration 75Q: 3 clusters Score -5527956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -5527955.500000 Penalty: 5343.564453
	Iteration 76Q: 3 clusters Score -5527956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5527950.000000 Penalty: 5343.564453
	Iteration 77Q: 3 clusters Score -5527950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -5527968.000000 Penalty: 5343.564453
	Iteration 78Q: 3 clusters Score -5527968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5527988.500000 Penalty: 5343.564453
	Iteration 79Q: 3 clusters Score -5527988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -5527993.500000 Penalty: 5343.564453
	Iteration 80F: 3 clusters Score -5527994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -5527994.500000 Penalty: 5343.564453
	Iteration 81Q: 3 clusters Score -5527994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5527997.000000 Penalty: 5343.564453
	Iteration 82Q: 3 clusters Score -5527997 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5528017.500000 Penalty: 5343.564453
	Iteration 83Q: 3 clusters Score -5528018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5528032.500000 Penalty: 5343.564453
	Iteration 84Q: 3 clusters Score -5528032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5528035.000000 Penalty: 5343.564453
	Iteration 85Q: 3 clusters Score -5528035 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5528050.500000 Penalty: 5343.564453
	Iteration 86Q: 3 clusters Score -5528050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -5528065.000000 Penalty: 5343.564453
	Iteration 87Q: 3 clusters Score -5528065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -5528085.000000 Penalty: 5343.564453
	Iteration 88Q: 3 clusters Score -5528085 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5528072.500000 Penalty: 5343.564453
	Iteration 89Q: 3 clusters Score -5528072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5528078.500000 Penalty: 5343.564453
	Iteration 90Q: 3 clusters Score -5528078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5528093.000000 Penalty: 5343.564453
	Iteration 91Q: 3 clusters Score -5528093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5528106.000000 Penalty: 5343.564453
	Iteration 92Q: 3 clusters Score -5528106 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -5528130.500000 Penalty: 5343.564453
	Iteration 93Q: 3 clusters Score -5528130 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -5528129.000000 Penalty: 5343.564453
	Iteration 94Q: 3 clusters Score -5528129 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5528152.000000 Penalty: 5343.564453
	Iteration 95Q: 3 clusters Score -5528152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -5528182.000000 Penalty: 5343.564453
	Iteration 96Q: 3 clusters Score -5528182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5528204.500000 Penalty: 5343.564453
	Iteration 97Q: 3 clusters Score -5528204 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5528252.000000 Penalty: 5343.564453
	Iteration 98Q: 3 clusters Score -5528252 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -5528302.000000 Penalty: 5343.564453
	Iteration 99Q: 3 clusters Score -5528302 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5528349.000000 Penalty: 5343.564453
	Iteration 100F: 3 clusters Score -5528349 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5528397.000000 Penalty: 5343.564453
	Iteration 101Q: 3 clusters Score -5528397 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5528440.000000 Penalty: 5343.564453
	Iteration 102Q: 3 clusters Score -5528440 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5528489.000000 Penalty: 5343.564453
	Iteration 103Q: 3 clusters Score -5528489 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5528559.000000 Penalty: 5343.564453
	Iteration 104Q: 3 clusters Score -5528559 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -5528632.500000 Penalty: 5343.564453
	Iteration 105Q: 3 clusters Score -5528632 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5528709.000000 Penalty: 5343.564453
	Iteration 106Q: 3 clusters Score -5528709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5528798.500000 Penalty: 5343.564453
	Iteration 107Q: 3 clusters Score -5528798 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5528955.500000 Penalty: 5343.564453
	Iteration 108Q: 3 clusters Score -5528956 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5529108.500000 Penalty: 5343.564453
	Iteration 109Q: 3 clusters Score -5529108 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5529264.500000 Penalty: 5343.564453
	Iteration 110Q: 3 clusters Score -5529264 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5529462.000000 Penalty: 5343.564453
	Iteration 111Q: 3 clusters Score -5529462 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5529621.500000 Penalty: 5343.564453
	Iteration 112Q: 3 clusters Score -5529622 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5529810.000000 Penalty: 5343.564453
	Iteration 113Q: 3 clusters Score -5529810 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5530008.500000 Penalty: 5343.564453
	Iteration 114Q: 3 clusters Score -5530008 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5530195.500000 Penalty: 5343.564453
	Iteration 115Q: 3 clusters Score -5530196 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5530354.000000 Penalty: 5343.564453
	Iteration 116Q: 3 clusters Score -5530354 nChanged 462
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Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5530519.500000 Penalty: 5343.564453
	Iteration 117Q: 3 clusters Score -5530520 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5530743.000000 Penalty: 5343.564453
	Iteration 118Q: 3 clusters Score -5530743 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5530984.500000 Penalty: 5343.564453
	Iteration 119Q: 3 clusters Score -5530984 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5531192.000000 Penalty: 5343.564453
	Iteration 120F: 3 clusters Score -5531192 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5531397.000000 Penalty: 5343.564453
	Iteration 121Q: 3 clusters Score -5531397 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5531623.500000 Penalty: 5343.564453
	Iteration 122Q: 3 clusters Score -5531624 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5531828.000000 Penalty: 5343.564453
	Iteration 123Q: 3 clusters Score -5531828 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5532030.000000 Penalty: 5343.564453
	Iteration 124Q: 3 clusters Score -5532030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5532209.000000 Penalty: 5343.564453
	Iteration 125Q: 3 clusters Score -5532209 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -5532337.000000 Penalty: 5343.564453
	Iteration 126Q: 3 clusters Score -5532337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5532451.500000 Penalty: 5343.564453
	Iteration 127Q: 3 clusters Score -5532452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -5532551.500000 Penalty: 5343.564453
	Iteration 128Q: 3 clusters Score -5532552 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -5532646.500000 Penalty: 5343.564453
	Iteration 129Q: 3 clusters Score -5532646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5532712.000000 Penalty: 5343.564453
	Iteration 130Q: 3 clusters Score -5532712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -5532730.000000 Penalty: 5343.564453
	Iteration 131Q: 3 clusters Score -5532730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5532763.000000 Penalty: 5343.564453
	Iteration 132Q: 3 clusters Score -5532763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5532782.500000 Penalty: 5343.564453
	Iteration 133Q: 3 clusters Score -5532782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5532804.000000 Penalty: 5343.564453
	Iteration 134Q: 3 clusters Score -5532804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5532826.000000 Penalty: 5343.564453
	Iteration 135Q: 3 clusters Score -5532826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5532847.000000 Penalty: 5343.564453
	Iteration 136Q: 3 clusters Score -5532847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -5532861.000000 Penalty: 5343.564453
	Iteration 137Q: 3 clusters Score -5532861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5532860.500000 Penalty: 5343.564453
	Iteration 138Q: 3 clusters Score -5532860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5532869.500000 Penalty: 5343.564453
	Iteration 139Q: 3 clusters Score -5532870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5532882.500000 Penalty: 5343.564453
	Iteration 140F: 3 clusters Score -5532882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -5532886.000000 Penalty: 5343.564453
	Iteration 141Q: 3 clusters Score -5532886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -5532898.000000 Penalty: 5343.564453
	Iteration 142Q: 3 clusters Score -5532898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5532895.000000 Penalty: 5343.564453
	Iteration 143Q: 3 clusters Score -5532895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -5532906.500000 Penalty: 5343.564453
	Iteration 144Q: 3 clusters Score -5532906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -5532909.500000 Penalty: 5343.564453
	Iteration 145Q: 3 clusters Score -5532910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -5532916.500000 Penalty: 5343.564453
	Iteration 146Q: 3 clusters Score -5532916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5532926.500000 Penalty: 5343.564453
	Iteration 147Q: 3 clusters Score -5532926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -5532929.000000 Penalty: 5343.564453
	Iteration 148Q: 3 clusters Score -5532929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -5532931.500000 Penalty: 5343.564453
	Iteration 149Q: 3 clusters Score -5532932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5532929.000000 Penalty: 5343.564453
	Iteration 150Q: 3 clusters Score -5532929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -5532927.500000 Penalty: 5343.564453
	Iteration 151Q: 3 clusters Score -5532928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5532931.500000 Penalty: 5343.564453
	Iteration 152Q: 3 clusters Score -5532932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5532928.000000 Penalty: 5343.564453
	Iteration 153Q: 3 clusters Score -5532928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5532941.500000 Penalty: 5343.564453
	Iteration 154Q: 3 clusters Score -5532942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5532941.500000 Penalty: 5343.564453
	Iteration 155F: 3 clusters Score -5532942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Entering Unmasked Estep 
Score: -3420842.000000 Penalty: 2535.770752
	Iteration 0F: 2 clusters Score -3420842 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 13800 members 
Entering Unmasked Estep 
Score: -3401821.500000 Penalty: 5071.541504
	Iteration 0F: 3 clusters Score -3401822 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3408519.000000 Penalty: 5071.541504
	Iteration 1F: 3 clusters Score -3408519 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3409014.500000 Penalty: 5071.541504
	Iteration 2F: 3 clusters Score -3409014 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3409474.750000 Penalty: 5071.541504
	Iteration 3Q: 3 clusters Score -3409475 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3409991.500000 Penalty: 5071.541504
	Iteration 4Q: 3 clusters Score -3409992 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3410571.000000 Penalty: 5071.541504
	Iteration 5Q: 3 clusters Score -3410571 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3411277.750000 Penalty: 5071.541504
	Iteration 6Q: 3 clusters Score -3411278 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3412083.000000 Penalty: 5071.541504
	Iteration 7F: 3 clusters Score -3412083 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3413137.750000 Penalty: 5071.541504
	Iteration 8F: 3 clusters Score -3413138 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3414523.250000 Penalty: 5071.541504
	Iteration 9F: 3 clusters Score -3414523 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3416220.500000 Penalty: 5071.541504
	Iteration 10F: 3 clusters Score -3416220 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3417848.750000 Penalty: 5071.541504
	Iteration 11F: 3 clusters Score -3417849 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3419029.000000 Penalty: 5071.541504
	Iteration 12Q: 3 clusters Score -3419029 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3419740.000000 Penalty: 5071.541504
	Iteration 13Q: 3 clusters Score -3419740 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3420215.000000 Penalty: 5071.541504
	Iteration 14Q: 3 clusters Score -3420215 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3420515.500000 Penalty: 5071.541504
	Iteration 15Q: 3 clusters Score -3420516 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3420699.000000 Penalty: 5071.541504
	Iteration 16Q: 3 clusters Score -3420699 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3420817.250000 Penalty: 5071.541504
	Iteration 17Q: 3 clusters Score -3420817 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3420930.750000 Penalty: 5071.541504
	Iteration 18Q: 3 clusters Score -3420931 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3421016.750000 Penalty: 5071.541504
	Iteration 19Q: 3 clusters Score -3421017 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3421056.500000 Penalty: 5071.541504
	Iteration 20F: 3 clusters Score -3421056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3421095.000000 Penalty: 5071.541504
	Iteration 21Q: 3 clusters Score -3421095 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3421131.000000 Penalty: 5071.541504
	Iteration 22Q: 3 clusters Score -3421131 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3421152.750000 Penalty: 5071.541504
	Iteration 23Q: 3 clusters Score -3421153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3421166.750000 Penalty: 5071.541504
	Iteration 24Q: 3 clusters Score -3421167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3421190.750000 Penalty: 5071.541504
	Iteration 25Q: 3 clusters Score -3421191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3421196.500000 Penalty: 5071.541504
	Iteration 26Q: 3 clusters Score -3421196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3421197.000000 Penalty: 5071.541504
	Iteration 27Q: 3 clusters Score -3421197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3421198.250000 Penalty: 5071.541504
	Iteration 28Q: 3 clusters Score -3421198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3421197.750000 Penalty: 5071.541504
	Iteration 29Q: 3 clusters Score -3421198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3421198.750000 Penalty: 5071.541504
	Iteration 30Q: 3 clusters Score -3421199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3421199.500000 Penalty: 5071.541504
	Iteration 31Q: 3 clusters Score -3421200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3421200.250000 Penalty: 5071.541504
	Iteration 32Q: 3 clusters Score -3421200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3421202.750000 Penalty: 5071.541504
	Iteration 33Q: 3 clusters Score -3421203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3421206.250000 Penalty: 5071.541504
	Iteration 34Q: 3 clusters Score -3421206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3421203.250000 Penalty: 5071.541504
	Iteration 35Q: 3 clusters Score -3421203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3421207.250000 Penalty: 5071.541504
	Iteration 36Q: 3 clusters Score -3421207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3421206.750000 Penalty: 5071.541504
	Iteration 37Q: 3 clusters Score -3421207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3421204.250000 Penalty: 5071.541504
	Iteration 38Q: 3 clusters Score -3421204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3421203.250000 Penalty: 5071.541504
	Iteration 39Q: 3 clusters Score -3421203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3421203.250000 Penalty: 5071.541504
	Iteration 40F: 3 clusters Score -3421203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 16892 members 
Entering Unmasked Estep 
Score: -134489872.000000 Penalty: 252057.234375
Splitting cluster 9 changes total score from -134490144.000000 to -134489872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46698.843750 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -46698.84 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 173 members 
Entering Unmasked Estep 
Score: -45494.113281 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -45494.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45990.066406 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -45990.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46252.406250 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -46252.41 nChanged 14
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: -46361.679688 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -46361.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46533.343750 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -46533.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46632.937500 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -46632.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46650.542969 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -46650.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46657.285156 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -46657.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46666.160156 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -46666.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46671.113281 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -46671.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46671.113281 Penalty: 2923.623779
	Iteration 10F: 3 clusters Score -46671.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1359151.875000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1359152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1350867.125000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1350867 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1353238.500000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1353238 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1353548.375000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1353548 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1353759.500000 Penalty: 4616.593750
	Iteration 3Q: 3 clusters Score -1353760 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1353933.625000 Penalty: 4616.593750
	Iteration 4Q: 3 clusters Score -1353934 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1354103.875000 Penalty: 4616.593750
	Iteration 5Q: 3 clusters Score -1354104 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1354273.875000 Penalty: 4616.593750
	Iteration 6Q: 3 clusters Score -1354274 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1354444.625000 Penalty: 4616.593750
	Iteration 7Q: 3 clusters Score -1354445 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1354628.500000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1354628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1354840.625000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1354841 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1355073.875000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1355074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1355343.625000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1355344 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1355631.625000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1355632 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1355916.125000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1355916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1356157.125000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1356157 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1356350.125000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1356350 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1356500.875000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1356501 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1356629.625000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1356630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1356745.750000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1356746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1356833.000000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1356833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1356899.250000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1356899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1356952.250000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1356952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1356993.750000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1356994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1357028.500000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1357028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1357055.875000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1357056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1357071.000000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1357071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1357083.125000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1357083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1357092.250000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1357092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1357099.000000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1357099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1357105.500000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1357106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1357111.500000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1357112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1357114.250000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1357114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1357119.125000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1357119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1357121.875000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1357122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1357122.125000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1357122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1357129.375000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1357129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1357136.000000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1357136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1357139.000000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1357139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1357148.500000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1357148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1357157.375000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1357157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1357161.750000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1357162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1357172.000000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1357172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1357175.625000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -1357176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1357178.875000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -1357179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1357183.375000 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -1357183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1357183.875000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -1357184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1357189.375000 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -1357189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1357194.000000 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -1357194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1357195.250000 Penalty: 4616.593750
	Iteration 48Q: 3 clusters Score -1357195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1357196.000000 Penalty: 4616.593750
	Iteration 49Q: 3 clusters Score -1357196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1357196.000000 Penalty: 4616.593750
	Iteration 50F: 3 clusters Score -1357196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -334165.312500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -334165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -331044.125000 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -331044.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -331694.156250 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -331694.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -331896.656250 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -331896.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -332119.125000 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -332119.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -332427.343750 Penalty: 3933.560547
	Iteration 4F: 3 clusters Score -332427.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -332724.187500 Penalty: 3933.560547
	Iteration 5F: 3 clusters Score -332724.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -332956.750000 Penalty: 3933.560547
	Iteration 6F: 3 clusters Score -332956.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -333107.687500 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -333107.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -333224.000000 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -333224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -333284.468750 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -333284.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -333321.062500 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -333321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -333342.187500 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -333342.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333354.031250 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -333354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333361.281250 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -333361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -333364.031250 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -333364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333363.718750 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -333363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333363.718750 Penalty: 3933.560547
	Iteration 16F: 3 clusters Score -333363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -702722.187500 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -702722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -697280.687500 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -697280.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -698853.687500 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -698853.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -699314.000000 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -699314 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -699768.625000 Penalty: 4353.131836
	Iteration 3F: 3 clusters Score -699768.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -700111.687500 Penalty: 4353.131836
	Iteration 4F: 3 clusters Score -700111.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -700414.812500 Penalty: 4353.131836
	Iteration 5F: 3 clusters Score -700414.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -700669.250000 Penalty: 4353.131836
	Iteration 6Q: 3 clusters Score -700669.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -700891.750000 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -700891.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -701060.312500 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -701060.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -701199.625000 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -701199.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -701324.937500 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -701324.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -701406.312500 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -701406.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -701470.375000 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -701470.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -701535.187500 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -701535.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -701578.625000 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -701578.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -701605.875000 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -701605.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -701631.937500 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -701631.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -701642.562500 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -701642.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -701650.062500 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -701650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -701653.937500 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -701653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -701660.062500 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -701660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -701666.187500 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -701666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -701674.875000 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -701674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -701680.250000 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -701680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -701683.062500 Penalty: 4353.131836
	Iteration 24Q: 3 clusters Score -701683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -701687.875000 Penalty: 4353.131836
	Iteration 25Q: 3 clusters Score -701687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -701693.000000 Penalty: 4353.131836
	Iteration 26Q: 3 clusters Score -701693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -701695.500000 Penalty: 4353.131836
	Iteration 27Q: 3 clusters Score -701695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -701695.500000 Penalty: 4353.131836
	Iteration 28F: 3 clusters Score -701695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Entering Unmasked Estep 
Score: -9720998.000000 Penalty: 2797.448730
	Iteration 0F: 2 clusters Score -9720998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -9667994.000000 Penalty: 5594.897461
	Iteration 0F: 3 clusters Score -9667994 nChanged 37221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -9689072.000000 Penalty: 5594.897461
	Iteration 1F: 3 clusters Score -9689072 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -9689895.000000 Penalty: 5594.897461
	Iteration 2Q: 3 clusters Score -9689895 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -9690717.000000 Penalty: 5594.897461
	Iteration 3Q: 3 clusters Score -9690717 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -9691659.000000 Penalty: 5594.897461
	Iteration 4Q: 3 clusters Score -9691659 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9692837.000000 Penalty: 5594.897461
	Iteration 5Q: 3 clusters Score -9692837 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -9694302.000000 Penalty: 5594.897461
	Iteration 6Q: 3 clusters Score -9694302 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9696419.000000 Penalty: 5594.897461
	Iteration 7Q: 3 clusters Score -9696419 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -9699300.000000 Penalty: 5594.897461
	Iteration 8F: 3 clusters Score -9699300 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -9702944.000000 Penalty: 5594.897461
	Iteration 9F: 3 clusters Score -9702944 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -9707091.000000 Penalty: 5594.897461
	Iteration 10F: 3 clusters Score -9707091 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -9710589.000000 Penalty: 5594.897461
	Iteration 11F: 3 clusters Score -9710589 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9712927.000000 Penalty: 5594.897461
	Iteration 12Q: 3 clusters Score -9712927 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -9714192.000000 Penalty: 5594.897461
	Iteration 13Q: 3 clusters Score -9714192 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -9714978.000000 Penalty: 5594.897461
	Iteration 14Q: 3 clusters Score -9714978 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -9715619.000000 Penalty: 5594.897461
	Iteration 15Q: 3 clusters Score -9715619 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -9716009.000000 Penalty: 5594.897461
	Iteration 16Q: 3 clusters Score -9716009 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -9716333.000000 Penalty: 5594.897461
	Iteration 17Q: 3 clusters Score -9716333 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -9716563.000000 Penalty: 5594.897461
	Iteration 18Q: 3 clusters Score -9716563 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -9716703.000000 Penalty: 5594.897461
	Iteration 19Q: 3 clusters Score -9716703 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -9716812.000000 Penalty: 5594.897461
	Iteration 20F: 3 clusters Score -9716812 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -9716878.000000 Penalty: 5594.897461
	Iteration 21Q: 3 clusters Score -9716878 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -9716943.000000 Penalty: 5594.897461
	Iteration 22Q: 3 clusters Score -9716943 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -9717053.000000 Penalty: 5594.897461
	Iteration 23Q: 3 clusters Score -9717053 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -9717133.000000 Penalty: 5594.897461
	Iteration 24Q: 3 clusters Score -9717133 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9717203.000000 Penalty: 5594.897461
	Iteration 25Q: 3 clusters Score -9717203 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -9717250.000000 Penalty: 5594.897461
	Iteration 26Q: 3 clusters Score -9717250 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -9717287.000000 Penalty: 5594.897461
	Iteration 27Q: 3 clusters Score -9717287 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -9717334.000000 Penalty: 5594.897461
	Iteration 28Q: 3 clusters Score -9717334 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9717357.000000 Penalty: 5594.897461
	Iteration 29Q: 3 clusters Score -9717357 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9717394.000000 Penalty: 5594.897461
	Iteration 30Q: 3 clusters Score -9717394 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -9717420.000000 Penalty: 5594.897461
	Iteration 31Q: 3 clusters Score -9717420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9717444.000000 Penalty: 5594.897461
	Iteration 32Q: 3 clusters Score -9717444 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9717457.000000 Penalty: 5594.897461
	Iteration 33Q: 3 clusters Score -9717457 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -9717478.000000 Penalty: 5594.897461
	Iteration 34Q: 3 clusters Score -9717478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -9717514.000000 Penalty: 5594.897461
	Iteration 35Q: 3 clusters Score -9717514 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -9717532.000000 Penalty: 5594.897461
	Iteration 36Q: 3 clusters Score -9717532 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -9717565.000000 Penalty: 5594.897461
	Iteration 37Q: 3 clusters Score -9717565 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -9717559.000000 Penalty: 5594.897461
	Iteration 38Q: 3 clusters Score -9717559 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -9717594.000000 Penalty: 5594.897461
	Iteration 39Q: 3 clusters Score -9717594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -9717592.000000 Penalty: 5594.897461
	Iteration 40F: 3 clusters Score -9717592 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -9717596.000000 Penalty: 5594.897461
	Iteration 41Q: 3 clusters Score -9717596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -9717618.000000 Penalty: 5594.897461
	Iteration 42Q: 3 clusters Score -9717618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -9717624.000000 Penalty: 5594.897461
	Iteration 43Q: 3 clusters Score -9717624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -9717649.000000 Penalty: 5594.897461
	Iteration 44Q: 3 clusters Score -9717649 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9717663.000000 Penalty: 5594.897461
	Iteration 45Q: 3 clusters Score -9717663 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -9717669.000000 Penalty: 5594.897461
	Iteration 46Q: 3 clusters Score -9717669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -9717666.000000 Penalty: 5594.897461
	Iteration 47Q: 3 clusters Score -9717666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -9717698.000000 Penalty: 5594.897461
	Iteration 48Q: 3 clusters Score -9717698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9717706.000000 Penalty: 5594.897461
	Iteration 49Q: 3 clusters Score -9717706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -9717684.000000 Penalty: 5594.897461
	Iteration 50Q: 3 clusters Score -9717684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9717714.000000 Penalty: 5594.897461
	Iteration 51Q: 3 clusters Score -9717714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -9717716.000000 Penalty: 5594.897461
	Iteration 52Q: 3 clusters Score -9717716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9717691.000000 Penalty: 5594.897461
	Iteration 53Q: 3 clusters Score -9717691 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9717722.000000 Penalty: 5594.897461
	Iteration 54Q: 3 clusters Score -9717722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9717701.000000 Penalty: 5594.897461
	Iteration 55Q: 3 clusters Score -9717701 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -9717710.000000 Penalty: 5594.897461
	Iteration 56Q: 3 clusters Score -9717710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -9717723.000000 Penalty: 5594.897461
	Iteration 57Q: 3 clusters Score -9717723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -9717737.000000 Penalty: 5594.897461
	Iteration 58Q: 3 clusters Score -9717737 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -9717730.000000 Penalty: 5594.897461
	Iteration 59Q: 3 clusters Score -9717730 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -9717771.000000 Penalty: 5594.897461
	Iteration 60F: 3 clusters Score -9717771 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -9717763.000000 Penalty: 5594.897461
	Iteration 61Q: 3 clusters Score -9717763 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -9717797.000000 Penalty: 5594.897461
	Iteration 62Q: 3 clusters Score -9717797 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9717805.000000 Penalty: 5594.897461
	Iteration 63Q: 3 clusters Score -9717805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -9717842.000000 Penalty: 5594.897461
	Iteration 64Q: 3 clusters Score -9717842 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -9717827.000000 Penalty: 5594.897461
	Iteration 65Q: 3 clusters Score -9717827 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -9717848.000000 Penalty: 5594.897461
	Iteration 66Q: 3 clusters Score -9717848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -9717877.000000 Penalty: 5594.897461
	Iteration 67Q: 3 clusters Score -9717877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -9717889.000000 Penalty: 5594.897461
	Iteration 68Q: 3 clusters Score -9717889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -9717921.000000 Penalty: 5594.897461
	Iteration 69Q: 3 clusters Score -9717921 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -9717941.000000 Penalty: 5594.897461
	Iteration 70Q: 3 clusters Score -9717941 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9717968.000000 Penalty: 5594.897461
	Iteration 71Q: 3 clusters Score -9717968 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -9717971.000000 Penalty: 5594.897461
	Iteration 72Q: 3 clusters Score -9717971 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -9718015.000000 Penalty: 5594.897461
	Iteration 73Q: 3 clusters Score -9718015 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -9718018.000000 Penalty: 5594.897461
	Iteration 74Q: 3 clusters Score -9718018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -9718046.000000 Penalty: 5594.897461
	Iteration 75Q: 3 clusters Score -9718046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -9718051.000000 Penalty: 5594.897461
	Iteration 76Q: 3 clusters Score -9718051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -9718060.000000 Penalty: 5594.897461
	Iteration 77Q: 3 clusters Score -9718060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -9718098.000000 Penalty: 5594.897461
	Iteration 78Q: 3 clusters Score -9718098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -9718128.000000 Penalty: 5594.897461
	Iteration 79Q: 3 clusters Score -9718128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -9718108.000000 Penalty: 5594.897461
	Iteration 80F: 3 clusters Score -9718108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -9718138.000000 Penalty: 5594.897461
	Iteration 81Q: 3 clusters Score -9718138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -9718166.000000 Penalty: 5594.897461
	Iteration 82Q: 3 clusters Score -9718166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -9718168.000000 Penalty: 5594.897461
	Iteration 83Q: 3 clusters Score -9718168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9718224 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9718271 nChanged 156
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Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9718263 nChanged 153
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Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9718257 nChanged 151
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Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9718273 nChanged 161
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Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9718295 nChanged 157
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Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9718354 nChanged 142
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Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9718367 nChanged 150
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Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9718385 nChanged 157
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Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9718391 nChanged 141
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Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -9718369.000000 Penalty: 5594.897461
	Iteration 100F: 3 clusters Score -9718369 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9718366 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9718348 nChanged 127
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Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9718356 nChanged 121
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Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9718365 nChanged 124
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Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9718363 nChanged 107
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Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9718388 nChanged 94
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Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9718406 nChanged 79
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Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9718398 nChanged 75
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Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9718407 nChanged 69
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Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9718410 nChanged 62
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Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9718428 nChanged 60
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Mstep: Class 1 contains 50081 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9718414 nChanged 61
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9718426 nChanged 52
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Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9718417 nChanged 59
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Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9718428 nChanged 54
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9718430 nChanged 56
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Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9718411 nChanged 49
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Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9718403 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9718399 nChanged 43
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Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9718426 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9718421 nChanged 58
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Mstep: Class 1 contains 50600 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9718412 nChanged 64
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Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9718434 nChanged 59
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9718442 nChanged 70
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9718459 nChanged 67
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Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9718451 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9718479 nChanged 70
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Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9718483 nChanged 62
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Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9718479 nChanged 62
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Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9718507 nChanged 48
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Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9718501 nChanged 45
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Mstep: Class 1 contains 51215 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9718486 nChanged 70
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Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9718480 nChanged 66
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Mstep: Class 1 contains 51351 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9718473 nChanged 58
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	Iteration 137Q: 3 clusters Score -9718474 nChanged 46
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9718495 nChanged 55
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	Iteration 139Q: 3 clusters Score -9718485 nChanged 44
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	Iteration 140F: 3 clusters Score -9718492 nChanged 55
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9718473 nChanged 54
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	Iteration 142Q: 3 clusters Score -9718485 nChanged 64
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	Iteration 143Q: 3 clusters Score -9718492 nChanged 64
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9718477 nChanged 67
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	Iteration 145Q: 3 clusters Score -9718485 nChanged 70
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	Iteration 146Q: 3 clusters Score -9718468 nChanged 67
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9718470 nChanged 68
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	Iteration 148Q: 3 clusters Score -9718472 nChanged 67
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9718496 nChanged 64
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	Iteration 150Q: 3 clusters Score -9718504 nChanged 52
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9718523 nChanged 55
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9718517 nChanged 41
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	Iteration 153Q: 3 clusters Score -9718528 nChanged 34
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9718523 nChanged 26
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	Iteration 155Q: 3 clusters Score -9718522 nChanged 26
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	Iteration 156Q: 3 clusters Score -9718542 nChanged 32
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	Iteration 157Q: 3 clusters Score -9718529 nChanged 32
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	Iteration 158Q: 3 clusters Score -9718550 nChanged 32
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	Iteration 159Q: 3 clusters Score -9718543 nChanged 34
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	Iteration 160F: 3 clusters Score -9718545 nChanged 45
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	Iteration 161Q: 3 clusters Score -9718553 nChanged 47
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	Iteration 162Q: 3 clusters Score -9718551 nChanged 49
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	Iteration 163Q: 3 clusters Score -9718537 nChanged 53
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	Iteration 164Q: 3 clusters Score -9718544 nChanged 43
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	Iteration 165Q: 3 clusters Score -9718527 nChanged 50
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	Iteration 166Q: 3 clusters Score -9718535 nChanged 50
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	Iteration 167Q: 3 clusters Score -9718544 nChanged 45
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	Iteration 168Q: 3 clusters Score -9718550 nChanged 46
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	Iteration 169Q: 3 clusters Score -9718537 nChanged 54
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	Iteration 170Q: 3 clusters Score -9718552 nChanged 54
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	Iteration 171Q: 3 clusters Score -9718540 nChanged 60
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	Iteration 172Q: 3 clusters Score -9718555 nChanged 71
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	Iteration 173Q: 3 clusters Score -9718542 nChanged 68
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	Iteration 174Q: 3 clusters Score -9718565 nChanged 72
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	Iteration 175Q: 3 clusters Score -9718561 nChanged 66
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	Iteration 176Q: 3 clusters Score -9718568 nChanged 64
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	Iteration 177Q: 3 clusters Score -9718574 nChanged 73
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	Iteration 178Q: 3 clusters Score -9718593 nChanged 65
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9718576 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9718571 nChanged 71
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Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9718566 nChanged 70
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Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9718576 nChanged 78
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Mstep: Class 1 contains 53982 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9718574 nChanged 66
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Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9718585 nChanged 74
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9718579 nChanged 77
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Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9718571 nChanged 77
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Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9718583 nChanged 87
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Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9718574 nChanged 80
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Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9718561 nChanged 71
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Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9718570 nChanged 73
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Mstep: Class 1 contains 54573 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9718583 nChanged 60
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Mstep: Class 1 contains 54633 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9718609 nChanged 65
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Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9718606 nChanged 59
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Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9718582 nChanged 58
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Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9718573 nChanged 48
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9718604 nChanged 47
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9718587 nChanged 53
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Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9718588 nChanged 54
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Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9718587 nChanged 55
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Mstep: Class 1 contains 55070 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9718594 nChanged 66
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Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9718573 nChanged 92
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Mstep: Class 1 contains 55224 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9718577 nChanged 77
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9718578 nChanged 73
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Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9718586 nChanged 77
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9718588 nChanged 69
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9718585 nChanged 56
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9718611 nChanged 67
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9718612 nChanged 72
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9718631 nChanged 83
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Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9718616 nChanged 89
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Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9718655 nChanged 83
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9718653 nChanged 87
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9718661 nChanged 94
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9718674 nChanged 86
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9718658 nChanged 91
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Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9718668 nChanged 97
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9718661 nChanged 105
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9718675 nChanged 114
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Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9718675 nChanged 113
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Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9718734 nChanged 101
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Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9718727 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9718741 nChanged 88
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Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9718734 nChanged 116
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Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9718727 nChanged 105
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Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9718741 nChanged 102
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9718739 nChanged 109
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9718743 nChanged 104
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Mstep: Class 1 contains 57660 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9718739 nChanged 116
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Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9718744 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57895 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9718759 nChanged 109
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9718762 nChanged 119
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9718770 nChanged 126
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	Iteration 235Q: 3 clusters Score -9718767 nChanged 142
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9718812 nChanged 124
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9718811 nChanged 118
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9718815 nChanged 108
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	Iteration 239Q: 3 clusters Score -9718811 nChanged 108
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9718828 nChanged 106
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Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9718838 nChanged 116
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	Iteration 242Q: 3 clusters Score -9718855 nChanged 122
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	Iteration 243Q: 3 clusters Score -9718851 nChanged 126
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	Iteration 244Q: 3 clusters Score -9718863 nChanged 131
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Mstep: Class 2 contains 19782 members 
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	Iteration 245Q: 3 clusters Score -9718860 nChanged 109
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Mstep: Class 2 contains 19675 members 
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	Iteration 246Q: 3 clusters Score -9718864 nChanged 120
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	Iteration 247Q: 3 clusters Score -9718884 nChanged 116
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Mstep: Class 2 contains 19441 members 
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	Iteration 248Q: 3 clusters Score -9718878 nChanged 123
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Mstep: Class 2 contains 19318 members 
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	Iteration 249Q: 3 clusters Score -9718920 nChanged 131
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	Iteration 250Q: 3 clusters Score -9718932 nChanged 112
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	Iteration 251Q: 3 clusters Score -9718925 nChanged 102
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	Iteration 252Q: 3 clusters Score -9718960 nChanged 100
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	Iteration 253Q: 3 clusters Score -9718973 nChanged 80
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	Iteration 254Q: 3 clusters Score -9718963 nChanged 72
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	Iteration 255Q: 3 clusters Score -9718954 nChanged 64
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	Iteration 256Q: 3 clusters Score -9718989 nChanged 67
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	Iteration 257Q: 3 clusters Score -9718991 nChanged 76
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	Iteration 258Q: 3 clusters Score -9719000 nChanged 75
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	Iteration 259Q: 3 clusters Score -9718995 nChanged 78
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	Iteration 260F: 3 clusters Score -9719002 nChanged 80
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	Iteration 261Q: 3 clusters Score -9718997 nChanged 66
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	Iteration 262Q: 3 clusters Score -9719007 nChanged 65
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	Iteration 263Q: 3 clusters Score -9719022 nChanged 78
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	Iteration 264Q: 3 clusters Score -9718997 nChanged 69
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	Iteration 265Q: 3 clusters Score -9719011 nChanged 78
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	Iteration 266Q: 3 clusters Score -9719021 nChanged 81
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	Iteration 267Q: 3 clusters Score -9719020 nChanged 82
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	Iteration 268Q: 3 clusters Score -9719021 nChanged 91
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	Iteration 269Q: 3 clusters Score -9719031 nChanged 86
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	Iteration 270Q: 3 clusters Score -9719052 nChanged 83
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	Iteration 271Q: 3 clusters Score -9719058 nChanged 80
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	Iteration 272Q: 3 clusters Score -9719073 nChanged 80
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	Iteration 273Q: 3 clusters Score -9719105 nChanged 77
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Mstep: Class 1 contains 61949 members 
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Entering Unmasked Estep 
Score: -9719102.000000 Penalty: 5594.897461
	Iteration 274Q: 3 clusters Score -9719102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -9719114.000000 Penalty: 5594.897461
	Iteration 275Q: 3 clusters Score -9719114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -9719094.000000 Penalty: 5594.897461
	Iteration 276Q: 3 clusters Score -9719094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -9719096.000000 Penalty: 5594.897461
	Iteration 277Q: 3 clusters Score -9719096 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -9719093.000000 Penalty: 5594.897461
	Iteration 278Q: 3 clusters Score -9719093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -9719086.000000 Penalty: 5594.897461
	Iteration 279Q: 3 clusters Score -9719086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -9719111.000000 Penalty: 5594.897461
	Iteration 280F: 3 clusters Score -9719111 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -9719102.000000 Penalty: 5594.897461
	Iteration 281Q: 3 clusters Score -9719102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -9719116.000000 Penalty: 5594.897461
	Iteration 282Q: 3 clusters Score -9719116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -9719111.000000 Penalty: 5594.897461
	Iteration 283Q: 3 clusters Score -9719111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -9719125.000000 Penalty: 5594.897461
	Iteration 284Q: 3 clusters Score -9719125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -9719133.000000 Penalty: 5594.897461
	Iteration 285Q: 3 clusters Score -9719133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -9719130.000000 Penalty: 5594.897461
	Iteration 286Q: 3 clusters Score -9719130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -9719131.000000 Penalty: 5594.897461
	Iteration 287Q: 3 clusters Score -9719131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -9719146.000000 Penalty: 5594.897461
	Iteration 288Q: 3 clusters Score -9719146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -9719160.000000 Penalty: 5594.897461
	Iteration 289Q: 3 clusters Score -9719160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -9719178.000000 Penalty: 5594.897461
	Iteration 290Q: 3 clusters Score -9719178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9719166.000000 Penalty: 5594.897461
	Iteration 291Q: 3 clusters Score -9719166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -9719186.000000 Penalty: 5594.897461
	Iteration 292Q: 3 clusters Score -9719186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -9719194.000000 Penalty: 5594.897461
	Iteration 293Q: 3 clusters Score -9719194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -9719192.000000 Penalty: 5594.897461
	Iteration 294Q: 3 clusters Score -9719192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -9719192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -9719209.000000 Penalty: 5594.897461
	Iteration 296Q: 3 clusters Score -9719209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -9719218.000000 Penalty: 5594.897461
	Iteration 297Q: 3 clusters Score -9719218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -9719219.000000 Penalty: 5594.897461
	Iteration 298Q: 3 clusters Score -9719219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -9719240.000000 Penalty: 5594.897461
	Iteration 299Q: 3 clusters Score -9719240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -9719259.000000 Penalty: 5594.897461
	Iteration 300F: 3 clusters Score -9719259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9719252.000000 Penalty: 5594.897461
	Iteration 301Q: 3 clusters Score -9719252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -9719262.000000 Penalty: 5594.897461
	Iteration 302Q: 3 clusters Score -9719262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -9719260.000000 Penalty: 5594.897461
	Iteration 303Q: 3 clusters Score -9719260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -9719230.000000 Penalty: 5594.897461
	Iteration 304Q: 3 clusters Score -9719230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -9719266.000000 Penalty: 5594.897461
	Iteration 305Q: 3 clusters Score -9719266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -9719260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -9719261.000000 Penalty: 5594.897461
	Iteration 307Q: 3 clusters Score -9719261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -9719273.000000 Penalty: 5594.897461
	Iteration 308Q: 3 clusters Score -9719273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -9719277.000000 Penalty: 5594.897461
	Iteration 309Q: 3 clusters Score -9719277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -9719273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -9719310.000000 Penalty: 5594.897461
	Iteration 311Q: 3 clusters Score -9719310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -9719301.000000 Penalty: 5594.897461
	Iteration 312Q: 3 clusters Score -9719301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -9719321.000000 Penalty: 5594.897461
	Iteration 313Q: 3 clusters Score -9719321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -9719317.000000 Penalty: 5594.897461
	Iteration 314Q: 3 clusters Score -9719317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -9719333.000000 Penalty: 5594.897461
	Iteration 315Q: 3 clusters Score -9719333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -9719324.000000 Penalty: 5594.897461
	Iteration 316Q: 3 clusters Score -9719324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9719323.000000 Penalty: 5594.897461
	Iteration 317Q: 3 clusters Score -9719323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -9719307.000000 Penalty: 5594.897461
	Iteration 318Q: 3 clusters Score -9719307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -9719317.000000 Penalty: 5594.897461
	Iteration 319Q: 3 clusters Score -9719317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -9719343.000000 Penalty: 5594.897461
	Iteration 320F: 3 clusters Score -9719343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -9719350.000000 Penalty: 5594.897461
	Iteration 321Q: 3 clusters Score -9719350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -9719339.000000 Penalty: 5594.897461
	Iteration 322Q: 3 clusters Score -9719339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -9719340.000000 Penalty: 5594.897461
	Iteration 323Q: 3 clusters Score -9719340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -9719360.000000 Penalty: 5594.897461
	Iteration 324Q: 3 clusters Score -9719360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -9719363.000000 Penalty: 5594.897461
	Iteration 325Q: 3 clusters Score -9719363 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -9719352.000000 Penalty: 5594.897461
	Iteration 326Q: 3 clusters Score -9719352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -9719346.000000 Penalty: 5594.897461
	Iteration 327Q: 3 clusters Score -9719346 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -9719334.000000 Penalty: 5594.897461
	Iteration 328Q: 3 clusters Score -9719334 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -9719344.000000 Penalty: 5594.897461
	Iteration 329Q: 3 clusters Score -9719344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -9719354.000000 Penalty: 5594.897461
	Iteration 330Q: 3 clusters Score -9719354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -9719348.000000 Penalty: 5594.897461
	Iteration 331Q: 3 clusters Score -9719348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -9719338.000000 Penalty: 5594.897461
	Iteration 332Q: 3 clusters Score -9719338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -9719350.000000 Penalty: 5594.897461
	Iteration 333Q: 3 clusters Score -9719350 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -9719348.000000 Penalty: 5594.897461
	Iteration 334Q: 3 clusters Score -9719348 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -9719342.000000 Penalty: 5594.897461
	Iteration 335Q: 3 clusters Score -9719342 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -9719344.000000 Penalty: 5594.897461
	Iteration 336Q: 3 clusters Score -9719344 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -9719356.000000 Penalty: 5594.897461
	Iteration 337Q: 3 clusters Score -9719356 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -9719367.000000 Penalty: 5594.897461
	Iteration 338Q: 3 clusters Score -9719367 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -9719365.000000 Penalty: 5594.897461
	Iteration 339Q: 3 clusters Score -9719365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -9719364.000000 Penalty: 5594.897461
	Iteration 340F: 3 clusters Score -9719364 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -9719374.000000 Penalty: 5594.897461
	Iteration 341Q: 3 clusters Score -9719374 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -9719388.000000 Penalty: 5594.897461
	Iteration 342Q: 3 clusters Score -9719388 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -9719385.000000 Penalty: 5594.897461
	Iteration 343Q: 3 clusters Score -9719385 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -9719404.000000 Penalty: 5594.897461
	Iteration 344Q: 3 clusters Score -9719404 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -9719397.000000 Penalty: 5594.897461
	Iteration 345Q: 3 clusters Score -9719397 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -9719403.000000 Penalty: 5594.897461
	Iteration 346Q: 3 clusters Score -9719403 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -9719396.000000 Penalty: 5594.897461
	Iteration 347Q: 3 clusters Score -9719396 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9719397 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -9719422.000000 Penalty: 5594.897461
	Iteration 349Q: 3 clusters Score -9719422 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -9719403.000000 Penalty: 5594.897461
	Iteration 350Q: 3 clusters Score -9719403 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -9719426.000000 Penalty: 5594.897461
	Iteration 351Q: 3 clusters Score -9719426 nChanged 46
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Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -9719422.000000 Penalty: 5594.897461
	Iteration 352Q: 3 clusters Score -9719422 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -9719403.000000 Penalty: 5594.897461
	Iteration 353Q: 3 clusters Score -9719403 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -9719424.000000 Penalty: 5594.897461
	Iteration 354Q: 3 clusters Score -9719424 nChanged 39
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Mstep: Class 1 contains 66796 members 
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Entering Unmasked Estep 
Score: -9719427.000000 Penalty: 5594.897461
	Iteration 355Q: 3 clusters Score -9719427 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -9719418.000000 Penalty: 5594.897461
	Iteration 356Q: 3 clusters Score -9719418 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -9719445.000000 Penalty: 5594.897461
	Iteration 357Q: 3 clusters Score -9719445 nChanged 28
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Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9719445 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -9719463.000000 Penalty: 5594.897461
	Iteration 359Q: 3 clusters Score -9719463 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -9719456.000000 Penalty: 5594.897461
	Iteration 360F: 3 clusters Score -9719456 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -9719454.000000 Penalty: 5594.897461
	Iteration 361Q: 3 clusters Score -9719454 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -9719450.000000 Penalty: 5594.897461
	Iteration 362Q: 3 clusters Score -9719450 nChanged 30
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Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -9719454 nChanged 28
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Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -9719459.000000 Penalty: 5594.897461
	Iteration 364Q: 3 clusters Score -9719459 nChanged 33
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Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -9719483.000000 Penalty: 5594.897461
	Iteration 365Q: 3 clusters Score -9719483 nChanged 28
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Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -9719480.000000 Penalty: 5594.897461
	Iteration 366Q: 3 clusters Score -9719480 nChanged 35
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Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -9719471.000000 Penalty: 5594.897461
	Iteration 367Q: 3 clusters Score -9719471 nChanged 38
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	Iteration 462Q: 3 clusters Score -9719897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -9719903.000000 Penalty: 5594.897461
	Iteration 463Q: 3 clusters Score -9719903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -9719891.000000 Penalty: 5594.897461
	Iteration 464Q: 3 clusters Score -9719891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9719901.000000 Penalty: 5594.897461
	Iteration 465Q: 3 clusters Score -9719901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -9719906.000000 Penalty: 5594.897461
	Iteration 466Q: 3 clusters Score -9719906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -9719912.000000 Penalty: 5594.897461
	Iteration 467Q: 3 clusters Score -9719912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -9719907.000000 Penalty: 5594.897461
	Iteration 468Q: 3 clusters Score -9719907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -9719911.000000 Penalty: 5594.897461
	Iteration 469Q: 3 clusters Score -9719911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -9719918.000000 Penalty: 5594.897461
	Iteration 470Q: 3 clusters Score -9719918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -9719918.000000 Penalty: 5594.897461
	Iteration 471Q: 3 clusters Score -9719918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -9719914.000000 Penalty: 5594.897461
	Iteration 472Q: 3 clusters Score -9719914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -9719920.000000 Penalty: 5594.897461
	Iteration 473Q: 3 clusters Score -9719920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -9719904.000000 Penalty: 5594.897461
	Iteration 474Q: 3 clusters Score -9719904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -9719915.000000 Penalty: 5594.897461
	Iteration 475Q: 3 clusters Score -9719915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9719911.000000 Penalty: 5594.897461
	Iteration 476Q: 3 clusters Score -9719911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -9719908.000000 Penalty: 5594.897461
	Iteration 477Q: 3 clusters Score -9719908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -9719911.000000 Penalty: 5594.897461
	Iteration 478Q: 3 clusters Score -9719911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -9719905.000000 Penalty: 5594.897461
	Iteration 479Q: 3 clusters Score -9719905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -9719905.000000 Penalty: 5594.897461
	Iteration 480F: 3 clusters Score -9719905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -9719908.000000 Penalty: 5594.897461
	Iteration 481Q: 3 clusters Score -9719908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -9719913.000000 Penalty: 5594.897461
	Iteration 482Q: 3 clusters Score -9719913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -9719919.000000 Penalty: 5594.897461
	Iteration 483Q: 3 clusters Score -9719919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -9719914.000000 Penalty: 5594.897461
	Iteration 484Q: 3 clusters Score -9719914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9719921.000000 Penalty: 5594.897461
	Iteration 485Q: 3 clusters Score -9719921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -9719925.000000 Penalty: 5594.897461
	Iteration 486Q: 3 clusters Score -9719925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -9719926.000000 Penalty: 5594.897461
	Iteration 487Q: 3 clusters Score -9719926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -9719933.000000 Penalty: 5594.897461
	Iteration 488Q: 3 clusters Score -9719933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -9719932.000000 Penalty: 5594.897461
	Iteration 489Q: 3 clusters Score -9719932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -9719935.000000 Penalty: 5594.897461
	Iteration 490Q: 3 clusters Score -9719935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9719938.000000 Penalty: 5594.897461
	Iteration 491Q: 3 clusters Score -9719938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -9719925.000000 Penalty: 5594.897461
	Iteration 492Q: 3 clusters Score -9719925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -9719938.000000 Penalty: 5594.897461
	Iteration 493Q: 3 clusters Score -9719938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -9719949.000000 Penalty: 5594.897461
	Iteration 494Q: 3 clusters Score -9719949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -9719963.000000 Penalty: 5594.897461
	Iteration 495Q: 3 clusters Score -9719963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -9719972.000000 Penalty: 5594.897461
	Iteration 496Q: 3 clusters Score -9719972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -9719959.000000 Penalty: 5594.897461
	Iteration 497Q: 3 clusters Score -9719959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -9719957.000000 Penalty: 5594.897461
	Iteration 498Q: 3 clusters Score -9719957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -9719955.000000 Penalty: 5594.897461
	Iteration 499Q: 3 clusters Score -9719955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -9719970.000000 Penalty: 5594.897461
	Iteration 500F: 3 clusters Score -9719970 nChanged 34
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 15 (12968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Entering Unmasked Estep 
Score: -1608440.125000 Penalty: 2348.619385
	Iteration 0F: 2 clusters Score -1608440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1598922.875000 Penalty: 4697.238770
	Iteration 0F: 3 clusters Score -1598923 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1602117.500000 Penalty: 4697.238770
	Iteration 1F: 3 clusters Score -1602118 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1602781.875000 Penalty: 4697.238770
	Iteration 2F: 3 clusters Score -1602782 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1603504.000000 Penalty: 4697.238770
	Iteration 3F: 3 clusters Score -1603504 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1604259.500000 Penalty: 4697.238770
	Iteration 4F: 3 clusters Score -1604260 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1605066.375000 Penalty: 4697.238770
	Iteration 5F: 3 clusters Score -1605066 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1605829.125000 Penalty: 4697.238770
	Iteration 6F: 3 clusters Score -1605829 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1606488.375000 Penalty: 4697.238770
	Iteration 7F: 3 clusters Score -1606488 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1607072.500000 Penalty: 4697.238770
	Iteration 8Q: 3 clusters Score -1607072 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1607497.625000 Penalty: 4697.238770
	Iteration 9Q: 3 clusters Score -1607498 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1607696.125000 Penalty: 4697.238770
	Iteration 10Q: 3 clusters Score -1607696 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1607807.000000 Penalty: 4697.238770
	Iteration 11Q: 3 clusters Score -1607807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1607872.000000 Penalty: 4697.238770
	Iteration 12Q: 3 clusters Score -1607872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1607912.250000 Penalty: 4697.238770
	Iteration 13Q: 3 clusters Score -1607912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1607937.750000 Penalty: 4697.238770
	Iteration 14Q: 3 clusters Score -1607938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1607952.000000 Penalty: 4697.238770
	Iteration 15Q: 3 clusters Score -1607952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1607959.375000 Penalty: 4697.238770
	Iteration 16Q: 3 clusters Score -1607959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1607965.375000 Penalty: 4697.238770
	Iteration 17Q: 3 clusters Score -1607965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1607970.625000 Penalty: 4697.238770
	Iteration 18Q: 3 clusters Score -1607971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1607972.250000 Penalty: 4697.238770
	Iteration 19Q: 3 clusters Score -1607972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1607974.625000 Penalty: 4697.238770
	Iteration 20F: 3 clusters Score -1607975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1607978.250000 Penalty: 4697.238770
	Iteration 21Q: 3 clusters Score -1607978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1607983.000000 Penalty: 4697.238770
	Iteration 22Q: 3 clusters Score -1607983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1607982.875000 Penalty: 4697.238770
	Iteration 23Q: 3 clusters Score -1607983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1607977.625000 Penalty: 4697.238770
	Iteration 24Q: 3 clusters Score -1607978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1607977.875000 Penalty: 4697.238770
	Iteration 25Q: 3 clusters Score -1607978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1607978.500000 Penalty: 4697.238770
	Iteration 26Q: 3 clusters Score -1607978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1607979.750000 Penalty: 4697.238770
	Iteration 27Q: 3 clusters Score -1607980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1607978.125000 Penalty: 4697.238770
	Iteration 28Q: 3 clusters Score -1607978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1607980.250000 Penalty: 4697.238770
	Iteration 29Q: 3 clusters Score -1607980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1607979.750000 Penalty: 4697.238770
	Iteration 30Q: 3 clusters Score -1607980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1607978.625000 Penalty: 4697.238770
	Iteration 31Q: 3 clusters Score -1607979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1607979.875000 Penalty: 4697.238770
	Iteration 32Q: 3 clusters Score -1607980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1607980.625000 Penalty: 4697.238770
	Iteration 33Q: 3 clusters Score -1607981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1607980.000000 Penalty: 4697.238770
	Iteration 34Q: 3 clusters Score -1607980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1607980.000000 Penalty: 4697.238770
	Iteration 35F: 3 clusters Score -1607980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 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 512 members 
Entering Unmasked Estep 
Score: -117577.125000 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117577.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117872.476562 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117872.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117953.281250 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117953.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117999.523438 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117999.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118027.929688 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -118027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118045.062500 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -118045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118048.117188 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118054.171875 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118058.242188 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118059.015625 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118059.679688 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118059.7 nChanged 1
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: -118061.250000 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118063.515625 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118063.515625 Penalty: 3420.258789
	Iteration 13F: 3 clusters Score -118063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135726 members 
Entering Unmasked Estep 
Score: -16954884.000000 Penalty: 2930.961670
	Iteration 0F: 2 clusters Score -1.695488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -16863970.000000 Penalty: 5861.923340
	Iteration 0F: 3 clusters Score -1.686397e+07 nChanged 64650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -16901344.000000 Penalty: 5861.923340
	Iteration 1F: 3 clusters Score -1.690134e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -16902632.000000 Penalty: 5861.923340
	Iteration 2Q: 3 clusters Score -1.690263e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -16904208.000000 Penalty: 5861.923340
	Iteration 3Q: 3 clusters Score -1.690421e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -16906730.000000 Penalty: 5861.923340
	Iteration 4Q: 3 clusters Score -1.690673e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -16910134.000000 Penalty: 5861.923340
	Iteration 5F: 3 clusters Score -1.691013e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -16914980.000000 Penalty: 5861.923340
	Iteration 6F: 3 clusters Score -1.691498e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -16921674.000000 Penalty: 5861.923340
	Iteration 7F: 3 clusters Score -1.692167e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -16929222.000000 Penalty: 5861.923340
	Iteration 8F: 3 clusters Score -1.692922e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -16937204.000000 Penalty: 5861.923340
	Iteration 9F: 3 clusters Score -1.69372e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -16943730.000000 Penalty: 5861.923340
	Iteration 10F: 3 clusters Score -1.694373e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -16948102.000000 Penalty: 5861.923340
	Iteration 11Q: 3 clusters Score -1.69481e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16950460.000000 Penalty: 5861.923340
	Iteration 12Q: 3 clusters Score -1.695046e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16951462.000000 Penalty: 5861.923340
	Iteration 13Q: 3 clusters Score -1.695146e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134931 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16951910.000000 Penalty: 5861.923340
	Iteration 14Q: 3 clusters Score -1.695191e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135086 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16952128.000000 Penalty: 5861.923340
	Iteration 15Q: 3 clusters Score -1.695213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16952228.000000 Penalty: 5861.923340
	Iteration 16Q: 3 clusters Score -1.695223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16952286.000000 Penalty: 5861.923340
	Iteration 17Q: 3 clusters Score -1.695229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16952330.000000 Penalty: 5861.923340
	Iteration 18Q: 3 clusters Score -1.695233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -16952348.000000 Penalty: 5861.923340
	Iteration 19Q: 3 clusters Score -1.695235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16952356.000000 Penalty: 5861.923340
	Iteration 20F: 3 clusters Score -1.695236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135242 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16952382.000000 Penalty: 5861.923340
	Iteration 21Q: 3 clusters Score -1.695238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16952416.000000 Penalty: 5861.923340
	Iteration 22Q: 3 clusters Score -1.695242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135258 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16952418.000000 Penalty: 5861.923340
	Iteration 23Q: 3 clusters Score -1.695242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16952428.000000 Penalty: 5861.923340
	Iteration 24Q: 3 clusters Score -1.695243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16952422.000000 Penalty: 5861.923340
	Iteration 25Q: 3 clusters Score -1.695242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135272 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16952424.000000 Penalty: 5861.923340
	Iteration 26Q: 3 clusters Score -1.695242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16952428.000000 Penalty: 5861.923340
	Iteration 27Q: 3 clusters Score -1.695243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16952436.000000 Penalty: 5861.923340
	Iteration 28Q: 3 clusters Score -1.695244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16952428.000000 Penalty: 5861.923340
	Iteration 29Q: 3 clusters Score -1.695243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135274 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16952426.000000 Penalty: 5861.923340
	Iteration 30Q: 3 clusters Score -1.695243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16952422.000000 Penalty: 5861.923340
	Iteration 31Q: 3 clusters Score -1.695242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135276 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16952430.000000 Penalty: 5861.923340
	Iteration 32Q: 3 clusters Score -1.695243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135277 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16952426.000000 Penalty: 5861.923340
	Iteration 33Q: 3 clusters Score -1.695243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16952428.000000 Penalty: 5861.923340
	Iteration 34Q: 3 clusters Score -1.695243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135282 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16952442.000000 Penalty: 5861.923340
	Iteration 35Q: 3 clusters Score -1.695244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16952438.000000 Penalty: 5861.923340
	Iteration 36Q: 3 clusters Score -1.695244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16952442.000000 Penalty: 5861.923340
	Iteration 37Q: 3 clusters Score -1.695244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16952442.000000 Penalty: 5861.923340
	Iteration 38F: 3 clusters Score -1.695244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -393218.250000 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -393218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -389826.593750 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -389826.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -390503.593750 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -390503.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -390656.125000 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -390656.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -390734.687500 Penalty: 4001.150391
	Iteration 3Q: 3 clusters Score -390734.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -390806.187500 Penalty: 4001.150391
	Iteration 4Q: 3 clusters Score -390806.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390859.437500 Penalty: 4001.150391
	Iteration 5Q: 3 clusters Score -390859.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -390907.187500 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -390907.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -390942.843750 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -390942.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -390986.562500 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -390986.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -391014.062500 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -391014.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -391039.187500 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -391039.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -391055.343750 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -391055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -391065.812500 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -391065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -391073.500000 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -391073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -391080.031250 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -391080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391087.281250 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -391087.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -391096.968750 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -391097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -391102.718750 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -391102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -391106.000000 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -391106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -391109.375000 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -391109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -391114.312500 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -391114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -391119.093750 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -391119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -391124.093750 Penalty: 4001.150391
	Iteration 22Q: 3 clusters Score -391124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -391127.656250 Penalty: 4001.150391
	Iteration 23Q: 3 clusters Score -391127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -391130.718750 Penalty: 4001.150391
	Iteration 24Q: 3 clusters Score -391130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -391132.718750 Penalty: 4001.150391
	Iteration 25Q: 3 clusters Score -391132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391135.406250 Penalty: 4001.150391
	Iteration 26Q: 3 clusters Score -391135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391139.968750 Penalty: 4001.150391
	Iteration 27Q: 3 clusters Score -391140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -391144.687500 Penalty: 4001.150391
	Iteration 28Q: 3 clusters Score -391144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -391150.843750 Penalty: 4001.150391
	Iteration 29Q: 3 clusters Score -391150.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391157.343750 Penalty: 4001.150391
	Iteration 30Q: 3 clusters Score -391157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391163.875000 Penalty: 4001.150391
	Iteration 31Q: 3 clusters Score -391163.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391170.312500 Penalty: 4001.150391
	Iteration 32Q: 3 clusters Score -391170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391176.937500 Penalty: 4001.150391
	Iteration 33Q: 3 clusters Score -391176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -391184.031250 Penalty: 4001.150391
	Iteration 34Q: 3 clusters Score -391184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -391187.968750 Penalty: 4001.150391
	Iteration 35Q: 3 clusters Score -391188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -391191.687500 Penalty: 4001.150391
	Iteration 36Q: 3 clusters Score -391191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -391192.250000 Penalty: 4001.150391
	Iteration 37Q: 3 clusters Score -391192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -391194.750000 Penalty: 4001.150391
	Iteration 38Q: 3 clusters Score -391194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -391196.000000 Penalty: 4001.150391
	Iteration 39Q: 3 clusters Score -391196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -391196.593750 Penalty: 4001.150391
	Iteration 40F: 3 clusters Score -391196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -391196.937500 Penalty: 4001.150391
	Iteration 41Q: 3 clusters Score -391196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -391197.968750 Penalty: 4001.150391
	Iteration 42Q: 3 clusters Score -391198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391198.750000 Penalty: 4001.150391
	Iteration 43Q: 3 clusters Score -391198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391198.750000 Penalty: 4001.150391
	Iteration 44F: 3 clusters Score -391198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139048.875000 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139048.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -139348.265625 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139348.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139445.703125 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139445.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139499.234375 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139499.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139536.843750 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139536.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139561.437500 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139579.375000 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139579.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -139598.250000 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139610.015625 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139620.078125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139625.343750 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -139625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139627.234375 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -139627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -139627.484375 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -139627.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139628.203125 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -139628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139628.203125 Penalty: 3498.578369
	Iteration 14F: 3 clusters Score -139628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -490224.031250 Penalty: 2068.846924
	Iteration 0F: 2 clusters Score -490224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -486226.500000 Penalty: 4137.693848
	Iteration 0F: 3 clusters Score -486226.5 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -487200.531250 Penalty: 4137.693848
	Iteration 1F: 3 clusters Score -487200.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -487488.000000 Penalty: 4137.693848
	Iteration 2F: 3 clusters Score -487488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -487697.687500 Penalty: 4137.693848
	Iteration 3F: 3 clusters Score -487697.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -487890.937500 Penalty: 4137.693848
	Iteration 4F: 3 clusters Score -487890.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -488113.343750 Penalty: 4137.693848
	Iteration 5Q: 3 clusters Score -488113.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -488346.781250 Penalty: 4137.693848
	Iteration 6Q: 3 clusters Score -488346.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -488559.781250 Penalty: 4137.693848
	Iteration 7Q: 3 clusters Score -488559.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -488738.093750 Penalty: 4137.693848
	Iteration 8Q: 3 clusters Score -488738.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -488894.531250 Penalty: 4137.693848
	Iteration 9Q: 3 clusters Score -488894.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -489064.218750 Penalty: 4137.693848
	Iteration 10Q: 3 clusters Score -489064.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -489242.093750 Penalty: 4137.693848
	Iteration 11Q: 3 clusters Score -489242.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -489418.312500 Penalty: 4137.693848
	Iteration 12Q: 3 clusters Score -489418.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -489564.468750 Penalty: 4137.693848
	Iteration 13Q: 3 clusters Score -489564.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -489677.937500 Penalty: 4137.693848
	Iteration 14Q: 3 clusters Score -489677.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -489739.812500 Penalty: 4137.693848
	Iteration 15Q: 3 clusters Score -489739.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -489764.375000 Penalty: 4137.693848
	Iteration 16Q: 3 clusters Score -489764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -489778.656250 Penalty: 4137.693848
	Iteration 17Q: 3 clusters Score -489778.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -489782.906250 Penalty: 4137.693848
	Iteration 18Q: 3 clusters Score -489782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -489786.906250 Penalty: 4137.693848
	Iteration 19Q: 3 clusters Score -489786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -489787.406250 Penalty: 4137.693848
	Iteration 20F: 3 clusters Score -489787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -489787.531250 Penalty: 4137.693848
	Iteration 21Q: 3 clusters Score -489787.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -489787.531250 Penalty: 4137.693848
	Iteration 22F: 3 clusters Score -489787.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33102.867188 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -33102.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31906.535156 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -31906.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32128.837891 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -32128.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32190.574219 Penalty: 2888.230713
	Iteration 2Q: 3 clusters Score -32190.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32238.812500 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -32238.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32300.589844 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -32300.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32329.332031 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -32329.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32378.167969 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -32378.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32426.205078 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -32426.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32428.519531 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -32428.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32432.244141 Penalty: 2888.230713
	Iteration 9F: 3 clusters Score -32432.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32458.587891 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -32458.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32498.763672 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -32498.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32502.240234 Penalty: 2888.230713
	Iteration 12Q: 3 clusters Score -32502.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32502.240234 Penalty: 2888.230713
	Iteration 13F: 3 clusters Score -32502.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Entering Unmasked Estep 
Score: -2135340.500000 Penalty: 2422.424072
	Iteration 0F: 2 clusters Score -2135340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2122940.500000 Penalty: 4844.848145
	Iteration 0F: 3 clusters Score -2122940 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2127479.000000 Penalty: 4844.848145
	Iteration 1F: 3 clusters Score -2127479 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2128363.250000 Penalty: 4844.848145
	Iteration 2F: 3 clusters Score -2128363 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2129323.500000 Penalty: 4844.848145
	Iteration 3F: 3 clusters Score -2129324 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2130242.250000 Penalty: 4844.848145
	Iteration 4F: 3 clusters Score -2130242 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2130948.250000 Penalty: 4844.848145
	Iteration 5F: 3 clusters Score -2130948 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2131514.250000 Penalty: 4844.848145
	Iteration 6F: 3 clusters Score -2131514 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2131924.750000 Penalty: 4844.848145
	Iteration 7Q: 3 clusters Score -2131925 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2132312.250000 Penalty: 4844.848145
	Iteration 8Q: 3 clusters Score -2132312 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2132675.500000 Penalty: 4844.848145
	Iteration 9Q: 3 clusters Score -2132676 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2133015.000000 Penalty: 4844.848145
	Iteration 10Q: 3 clusters Score -2133015 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2133258.000000 Penalty: 4844.848145
	Iteration 11Q: 3 clusters Score -2133258 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2133421.250000 Penalty: 4844.848145
	Iteration 12Q: 3 clusters Score -2133421 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2133556.250000 Penalty: 4844.848145
	Iteration 13Q: 3 clusters Score -2133556 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2133669.500000 Penalty: 4844.848145
	Iteration 14Q: 3 clusters Score -2133670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2133763.250000 Penalty: 4844.848145
	Iteration 15Q: 3 clusters Score -2133763 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2133862.750000 Penalty: 4844.848145
	Iteration 16Q: 3 clusters Score -2133863 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2133940.000000 Penalty: 4844.848145
	Iteration 17Q: 3 clusters Score -2133940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2134004.000000 Penalty: 4844.848145
	Iteration 18Q: 3 clusters Score -2134004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2134066.250000 Penalty: 4844.848145
	Iteration 19Q: 3 clusters Score -2134066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2134109.000000 Penalty: 4844.848145
	Iteration 20F: 3 clusters Score -2134109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2134156.750000 Penalty: 4844.848145
	Iteration 21Q: 3 clusters Score -2134157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2134182.500000 Penalty: 4844.848145
	Iteration 22Q: 3 clusters Score -2134182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2134203.500000 Penalty: 4844.848145
	Iteration 23Q: 3 clusters Score -2134204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2134210.000000 Penalty: 4844.848145
	Iteration 24Q: 3 clusters Score -2134210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2134229.250000 Penalty: 4844.848145
	Iteration 25Q: 3 clusters Score -2134229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2134236.750000 Penalty: 4844.848145
	Iteration 26Q: 3 clusters Score -2134237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2134248.750000 Penalty: 4844.848145
	Iteration 27Q: 3 clusters Score -2134249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2134265.250000 Penalty: 4844.848145
	Iteration 28Q: 3 clusters Score -2134265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2134275.000000 Penalty: 4844.848145
	Iteration 29Q: 3 clusters Score -2134275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2134288.500000 Penalty: 4844.848145
	Iteration 30Q: 3 clusters Score -2134288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2134299.500000 Penalty: 4844.848145
	Iteration 31Q: 3 clusters Score -2134300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2134303.000000 Penalty: 4844.848145
	Iteration 32Q: 3 clusters Score -2134303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2134317.750000 Penalty: 4844.848145
	Iteration 33Q: 3 clusters Score -2134318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2134322.750000 Penalty: 4844.848145
	Iteration 34Q: 3 clusters Score -2134323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2134330.250000 Penalty: 4844.848145
	Iteration 35Q: 3 clusters Score -2134330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2134335.000000 Penalty: 4844.848145
	Iteration 36Q: 3 clusters Score -2134335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2134338.500000 Penalty: 4844.848145
	Iteration 37Q: 3 clusters Score -2134338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2134340.500000 Penalty: 4844.848145
	Iteration 38Q: 3 clusters Score -2134340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2134344.750000 Penalty: 4844.848145
	Iteration 39Q: 3 clusters Score -2134345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2134344.750000 Penalty: 4844.848145
	Iteration 40F: 3 clusters Score -2134345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2134349.500000 Penalty: 4844.848145
	Iteration 41Q: 3 clusters Score -2134350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2134348.500000 Penalty: 4844.848145
	Iteration 42Q: 3 clusters Score -2134348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2134345.250000 Penalty: 4844.848145
	Iteration 43Q: 3 clusters Score -2134345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2134347.500000 Penalty: 4844.848145
	Iteration 44Q: 3 clusters Score -2134348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2134346.250000 Penalty: 4844.848145
	Iteration 45Q: 3 clusters Score -2134346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2134349.000000 Penalty: 4844.848145
	Iteration 46Q: 3 clusters Score -2134349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2134348.750000 Penalty: 4844.848145
	Iteration 47Q: 3 clusters Score -2134349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2134353.750000 Penalty: 4844.848145
	Iteration 48Q: 3 clusters Score -2134354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2134352.750000 Penalty: 4844.848145
	Iteration 49Q: 3 clusters Score -2134353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2134352.750000 Penalty: 4844.848145
	Iteration 50F: 3 clusters Score -2134353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -641633.562500 Penalty: 2104.965576
	Iteration 0F: 2 clusters Score -641633.6 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 2397 members 
Entering Unmasked Estep 
Score: -637181.687500 Penalty: 4209.931152
	Iteration 0F: 3 clusters Score -637181.7 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -638193.125000 Penalty: 4209.931152
	Iteration 1F: 3 clusters Score -638193.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -638383.562500 Penalty: 4209.931152
	Iteration 2F: 3 clusters Score -638383.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -638488.000000 Penalty: 4209.931152
	Iteration 3Q: 3 clusters Score -638488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -638563.875000 Penalty: 4209.931152
	Iteration 4Q: 3 clusters Score -638563.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -638616.250000 Penalty: 4209.931152
	Iteration 5Q: 3 clusters Score -638616.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -638661.125000 Penalty: 4209.931152
	Iteration 6Q: 3 clusters Score -638661.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -638699.812500 Penalty: 4209.931152
	Iteration 7Q: 3 clusters Score -638699.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -638729.687500 Penalty: 4209.931152
	Iteration 8Q: 3 clusters Score -638729.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -638752.062500 Penalty: 4209.931152
	Iteration 9Q: 3 clusters Score -638752.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -638774.125000 Penalty: 4209.931152
	Iteration 10Q: 3 clusters Score -638774.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -638789.062500 Penalty: 4209.931152
	Iteration 11Q: 3 clusters Score -638789.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -638802.687500 Penalty: 4209.931152
	Iteration 12Q: 3 clusters Score -638802.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -638819.937500 Penalty: 4209.931152
	Iteration 13Q: 3 clusters Score -638819.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -638832.125000 Penalty: 4209.931152
	Iteration 14Q: 3 clusters Score -638832.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -638839.375000 Penalty: 4209.931152
	Iteration 15Q: 3 clusters Score -638839.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -638850.500000 Penalty: 4209.931152
	Iteration 16Q: 3 clusters Score -638850.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -638868.187500 Penalty: 4209.931152
	Iteration 17Q: 3 clusters Score -638868.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -638881.937500 Penalty: 4209.931152
	Iteration 18Q: 3 clusters Score -638881.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -638895.250000 Penalty: 4209.931152
	Iteration 19Q: 3 clusters Score -638895.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -638909.625000 Penalty: 4209.931152
	Iteration 20F: 3 clusters Score -638909.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -638927.625000 Penalty: 4209.931152
	Iteration 21Q: 3 clusters Score -638927.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -638938.625000 Penalty: 4209.931152
	Iteration 22Q: 3 clusters Score -638938.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -638955.187500 Penalty: 4209.931152
	Iteration 23Q: 3 clusters Score -638955.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -638976.812500 Penalty: 4209.931152
	Iteration 24Q: 3 clusters Score -638976.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -639004.250000 Penalty: 4209.931152
	Iteration 25Q: 3 clusters Score -639004.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -639030.625000 Penalty: 4209.931152
	Iteration 26Q: 3 clusters Score -639030.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -639068.562500 Penalty: 4209.931152
	Iteration 27Q: 3 clusters Score -639068.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -639113.687500 Penalty: 4209.931152
	Iteration 28Q: 3 clusters Score -639113.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -639168.187500 Penalty: 4209.931152
	Iteration 29Q: 3 clusters Score -639168.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -639212.812500 Penalty: 4209.931152
	Iteration 30Q: 3 clusters Score -639212.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -639253.125000 Penalty: 4209.931152
	Iteration 31Q: 3 clusters Score -639253.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -639299.500000 Penalty: 4209.931152
	Iteration 32Q: 3 clusters Score -639299.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -639345.937500 Penalty: 4209.931152
	Iteration 33Q: 3 clusters Score -639345.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -639389.937500 Penalty: 4209.931152
	Iteration 34Q: 3 clusters Score -639389.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -639439.750000 Penalty: 4209.931152
	Iteration 35Q: 3 clusters Score -639439.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -639485.562500 Penalty: 4209.931152
	Iteration 36Q: 3 clusters Score -639485.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -639518.312500 Penalty: 4209.931152
	Iteration 37Q: 3 clusters Score -639518.3 nChanged 45
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: -639551.687500 Penalty: 4209.931152
	Iteration 38Q: 3 clusters Score -639551.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -639581.375000 Penalty: 4209.931152
	Iteration 39Q: 3 clusters Score -639581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -639610.625000 Penalty: 4209.931152
	Iteration 40F: 3 clusters Score -639610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -639631.937500 Penalty: 4209.931152
	Iteration 41Q: 3 clusters Score -639631.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -639653.375000 Penalty: 4209.931152
	Iteration 42Q: 3 clusters Score -639653.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -639673.500000 Penalty: 4209.931152
	Iteration 43Q: 3 clusters Score -639673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -639695.187500 Penalty: 4209.931152
	Iteration 44Q: 3 clusters Score -639695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -639713.500000 Penalty: 4209.931152
	Iteration 45Q: 3 clusters Score -639713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -639723.375000 Penalty: 4209.931152
	Iteration 46Q: 3 clusters Score -639723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -639729.875000 Penalty: 4209.931152
	Iteration 47Q: 3 clusters Score -639729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -639738.937500 Penalty: 4209.931152
	Iteration 48Q: 3 clusters Score -639738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -639748.812500 Penalty: 4209.931152
	Iteration 49Q: 3 clusters Score -639748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -639754.937500 Penalty: 4209.931152
	Iteration 50Q: 3 clusters Score -639754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -639760.250000 Penalty: 4209.931152
	Iteration 51Q: 3 clusters Score -639760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -639763.375000 Penalty: 4209.931152
	Iteration 52Q: 3 clusters Score -639763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -639765.312500 Penalty: 4209.931152
	Iteration 53Q: 3 clusters Score -639765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -639767.562500 Penalty: 4209.931152
	Iteration 54Q: 3 clusters Score -639767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -639768.937500 Penalty: 4209.931152
	Iteration 55Q: 3 clusters Score -639768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -639773.000000 Penalty: 4209.931152
	Iteration 56Q: 3 clusters Score -639773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -639780.125000 Penalty: 4209.931152
	Iteration 57Q: 3 clusters Score -639780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -639788.937500 Penalty: 4209.931152
	Iteration 58Q: 3 clusters Score -639788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -639792.562500 Penalty: 4209.931152
	Iteration 59Q: 3 clusters Score -639792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -639804.375000 Penalty: 4209.931152
	Iteration 60F: 3 clusters Score -639804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -639812.500000 Penalty: 4209.931152
	Iteration 61Q: 3 clusters Score -639812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -639817.062500 Penalty: 4209.931152
	Iteration 62Q: 3 clusters Score -639817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -639818.375000 Penalty: 4209.931152
	Iteration 63Q: 3 clusters Score -639818.4 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: -639821.750000 Penalty: 4209.931152
	Iteration 64Q: 3 clusters Score -639821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -639822.937500 Penalty: 4209.931152
	Iteration 65Q: 3 clusters Score -639822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -639822.937500 Penalty: 4209.931152
	Iteration 66F: 3 clusters Score -639822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -392897.281250 Penalty: 1996.811523
	Iteration 0F: 2 clusters Score -392897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389511.375000 Penalty: 3993.623047
	Iteration 0F: 3 clusters Score -389511.4 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -390213.406250 Penalty: 3993.623047
	Iteration 1F: 3 clusters Score -390213.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -390375.562500 Penalty: 3993.623047
	Iteration 2F: 3 clusters Score -390375.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -390476.562500 Penalty: 3993.623047
	Iteration 3Q: 3 clusters Score -390476.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390540.093750 Penalty: 3993.623047
	Iteration 4Q: 3 clusters Score -390540.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -390578.687500 Penalty: 3993.623047
	Iteration 5Q: 3 clusters Score -390578.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -390610.500000 Penalty: 3993.623047
	Iteration 6Q: 3 clusters Score -390610.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -390632.718750 Penalty: 3993.623047
	Iteration 7Q: 3 clusters Score -390632.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -390649.468750 Penalty: 3993.623047
	Iteration 8Q: 3 clusters Score -390649.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -390659.500000 Penalty: 3993.623047
	Iteration 9Q: 3 clusters Score -390659.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -390668.593750 Penalty: 3993.623047
	Iteration 10Q: 3 clusters Score -390668.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -390681.437500 Penalty: 3993.623047
	Iteration 11Q: 3 clusters Score -390681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -390693.468750 Penalty: 3993.623047
	Iteration 12Q: 3 clusters Score -390693.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -390704.250000 Penalty: 3993.623047
	Iteration 13Q: 3 clusters Score -390704.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -390712.718750 Penalty: 3993.623047
	Iteration 14Q: 3 clusters Score -390712.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -390723.375000 Penalty: 3993.623047
	Iteration 15Q: 3 clusters Score -390723.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -390735.593750 Penalty: 3993.623047
	Iteration 16Q: 3 clusters Score -390735.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -390746.375000 Penalty: 3993.623047
	Iteration 17Q: 3 clusters Score -390746.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -390756.250000 Penalty: 3993.623047
	Iteration 18Q: 3 clusters Score -390756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -390765.531250 Penalty: 3993.623047
	Iteration 19Q: 3 clusters Score -390765.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -390771.843750 Penalty: 3993.623047
	Iteration 20F: 3 clusters Score -390771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -390779.187500 Penalty: 3993.623047
	Iteration 21Q: 3 clusters Score -390779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -390783.875000 Penalty: 3993.623047
	Iteration 22Q: 3 clusters Score -390783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390791.000000 Penalty: 3993.623047
	Iteration 23Q: 3 clusters Score -390791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390795.812500 Penalty: 3993.623047
	Iteration 24Q: 3 clusters Score -390795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390800.437500 Penalty: 3993.623047
	Iteration 25Q: 3 clusters Score -390800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -390807.406250 Penalty: 3993.623047
	Iteration 26Q: 3 clusters Score -390807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390815.750000 Penalty: 3993.623047
	Iteration 27Q: 3 clusters Score -390815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390821.531250 Penalty: 3993.623047
	Iteration 28Q: 3 clusters Score -390821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -390825.000000 Penalty: 3993.623047
	Iteration 29Q: 3 clusters Score -390825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -390827.593750 Penalty: 3993.623047
	Iteration 30Q: 3 clusters Score -390827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -390829.218750 Penalty: 3993.623047
	Iteration 31Q: 3 clusters Score -390829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -390833.031250 Penalty: 3993.623047
	Iteration 32Q: 3 clusters Score -390833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -390838.718750 Penalty: 3993.623047
	Iteration 33Q: 3 clusters Score -390838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -390842.968750 Penalty: 3993.623047
	Iteration 34Q: 3 clusters Score -390843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -390845.656250 Penalty: 3993.623047
	Iteration 35Q: 3 clusters Score -390845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -390848.187500 Penalty: 3993.623047
	Iteration 36Q: 3 clusters Score -390848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -390850.750000 Penalty: 3993.623047
	Iteration 37Q: 3 clusters Score -390850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -390853.562500 Penalty: 3993.623047
	Iteration 38Q: 3 clusters Score -390853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -390857.125000 Penalty: 3993.623047
	Iteration 39Q: 3 clusters Score -390857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -390862.187500 Penalty: 3993.623047
	Iteration 40F: 3 clusters Score -390862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -390866.750000 Penalty: 3993.623047
	Iteration 41Q: 3 clusters Score -390866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -390872.437500 Penalty: 3993.623047
	Iteration 42Q: 3 clusters Score -390872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -390874.500000 Penalty: 3993.623047
	Iteration 43Q: 3 clusters Score -390874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -390876.125000 Penalty: 3993.623047
	Iteration 44Q: 3 clusters Score -390876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -390878.250000 Penalty: 3993.623047
	Iteration 45Q: 3 clusters Score -390878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -390878.406250 Penalty: 3993.623047
	Iteration 46Q: 3 clusters Score -390878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -390878.406250 Penalty: 3993.623047
	Iteration 47F: 3 clusters Score -390878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -133303.281250 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -133303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -131610.875000 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -131610.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -132056.328125 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -132056.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -132443.625000 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -132443.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -132843.578125 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -132843.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133041.500000 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -133041.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -133136.296875 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -133136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133195.578125 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -133195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133245.906250 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -133245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133291.703125 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -133291.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133320.859375 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -133320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -133340.843750 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -133340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133365.875000 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -133365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -133381.343750 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -133381.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -133385.609375 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -133385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133382.281250 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -133382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133383.093750 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -133383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133386.140625 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -133386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -133385.453125 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -133385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -133399.859375 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -133399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -133405.234375 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -133405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133410.359375 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -133410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -133413.140625 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -133413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -133413.281250 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -133413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -133418.640625 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -133418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133420.687500 Penalty: 3362.841309
	Iteration 24Q: 3 clusters Score -133420.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -133425.671875 Penalty: 3362.841309
	Iteration 25Q: 3 clusters Score -133425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -133424.609375 Penalty: 3362.841309
	Iteration 26Q: 3 clusters Score -133424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -133424.609375 Penalty: 3362.841309
	Iteration 27F: 3 clusters Score -133424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 541 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 339 members 
Entering Unmasked Estep 
Score: -134488448.000000 Penalty: 252057.234375
Splitting cluster 25 changes total score from -134490144.000000 to -134488448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Entering Unmasked Estep 
Score: -1768916.625000 Penalty: 2371.999023
	Iteration 0F: 2 clusters Score -1768917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1758524.500000 Penalty: 4743.998047
	Iteration 0F: 3 clusters Score -1758524 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1761846.625000 Penalty: 4743.998047
	Iteration 1F: 3 clusters Score -1761847 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1762243.750000 Penalty: 4743.998047
	Iteration 2F: 3 clusters Score -1762244 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1762623.125000 Penalty: 4743.998047
	Iteration 3F: 3 clusters Score -1762623 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1763047.625000 Penalty: 4743.998047
	Iteration 4F: 3 clusters Score -1763048 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1763574.375000 Penalty: 4743.998047
	Iteration 5F: 3 clusters Score -1763574 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1764220.250000 Penalty: 4743.998047
	Iteration 6F: 3 clusters Score -1764220 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1764933.500000 Penalty: 4743.998047
	Iteration 7F: 3 clusters Score -1764934 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1765523.125000 Penalty: 4743.998047
	Iteration 8F: 3 clusters Score -1765523 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1765973.375000 Penalty: 4743.998047
	Iteration 9Q: 3 clusters Score -1765973 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1766295.375000 Penalty: 4743.998047
	Iteration 10Q: 3 clusters Score -1766295 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1766510.875000 Penalty: 4743.998047
	Iteration 11Q: 3 clusters Score -1766511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1766664.250000 Penalty: 4743.998047
	Iteration 12Q: 3 clusters Score -1766664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1766788.625000 Penalty: 4743.998047
	Iteration 13Q: 3 clusters Score -1766789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1766898.625000 Penalty: 4743.998047
	Iteration 14Q: 3 clusters Score -1766899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1766986.875000 Penalty: 4743.998047
	Iteration 15Q: 3 clusters Score -1766987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1767058.625000 Penalty: 4743.998047
	Iteration 16Q: 3 clusters Score -1767059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1767121.125000 Penalty: 4743.998047
	Iteration 17Q: 3 clusters Score -1767121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1767195.750000 Penalty: 4743.998047
	Iteration 18Q: 3 clusters Score -1767196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1767255.625000 Penalty: 4743.998047
	Iteration 19Q: 3 clusters Score -1767256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1767304.500000 Penalty: 4743.998047
	Iteration 20F: 3 clusters Score -1767304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1767343.750000 Penalty: 4743.998047
	Iteration 21Q: 3 clusters Score -1767344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1767373.500000 Penalty: 4743.998047
	Iteration 22Q: 3 clusters Score -1767374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1767396.375000 Penalty: 4743.998047
	Iteration 23Q: 3 clusters Score -1767396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1767417.375000 Penalty: 4743.998047
	Iteration 24Q: 3 clusters Score -1767417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1767435.375000 Penalty: 4743.998047
	Iteration 25Q: 3 clusters Score -1767435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1767447.125000 Penalty: 4743.998047
	Iteration 26Q: 3 clusters Score -1767447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1767451.125000 Penalty: 4743.998047
	Iteration 27Q: 3 clusters Score -1767451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1767454.625000 Penalty: 4743.998047
	Iteration 28Q: 3 clusters Score -1767455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1767453.750000 Penalty: 4743.998047
	Iteration 29Q: 3 clusters Score -1767454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1767458.375000 Penalty: 4743.998047
	Iteration 30Q: 3 clusters Score -1767458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1767461.750000 Penalty: 4743.998047
	Iteration 31Q: 3 clusters Score -1767462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1767462.375000 Penalty: 4743.998047
	Iteration 32Q: 3 clusters Score -1767462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1767462.000000 Penalty: 4743.998047
	Iteration 33Q: 3 clusters Score -1767462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1767462.000000 Penalty: 4743.998047
	Iteration 34F: 3 clusters Score -1767462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Entering Unmasked Estep 
Score: -894243.812500 Penalty: 2203.829346
	Iteration 0F: 2 clusters Score -894243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -888331.437500 Penalty: 4407.658691
	Iteration 0F: 3 clusters Score -888331.4 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -889901.750000 Penalty: 4407.658691
	Iteration 1F: 3 clusters Score -889901.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -890185.875000 Penalty: 4407.658691
	Iteration 2F: 3 clusters Score -890185.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -890349.000000 Penalty: 4407.658691
	Iteration 3F: 3 clusters Score -890349 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -890465.437500 Penalty: 4407.658691
	Iteration 4Q: 3 clusters Score -890465.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -890578.812500 Penalty: 4407.658691
	Iteration 5Q: 3 clusters Score -890578.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -890699.687500 Penalty: 4407.658691
	Iteration 6Q: 3 clusters Score -890699.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -890826.562500 Penalty: 4407.658691
	Iteration 7Q: 3 clusters Score -890826.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -890968.125000 Penalty: 4407.658691
	Iteration 8Q: 3 clusters Score -890968.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -891138.000000 Penalty: 4407.658691
	Iteration 9Q: 3 clusters Score -891138 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -891340.062500 Penalty: 4407.658691
	Iteration 10Q: 3 clusters Score -891340.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -891568.812500 Penalty: 4407.658691
	Iteration 11Q: 3 clusters Score -891568.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -891808.062500 Penalty: 4407.658691
	Iteration 12Q: 3 clusters Score -891808.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -892024.500000 Penalty: 4407.658691
	Iteration 13Q: 3 clusters Score -892024.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -892183.437500 Penalty: 4407.658691
	Iteration 14Q: 3 clusters Score -892183.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -892314.562500 Penalty: 4407.658691
	Iteration 15Q: 3 clusters Score -892314.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -892401.375000 Penalty: 4407.658691
	Iteration 16Q: 3 clusters Score -892401.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -892454.187500 Penalty: 4407.658691
	Iteration 17Q: 3 clusters Score -892454.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -892478.937500 Penalty: 4407.658691
	Iteration 18Q: 3 clusters Score -892478.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -892504.125000 Penalty: 4407.658691
	Iteration 19Q: 3 clusters Score -892504.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -892522.812500 Penalty: 4407.658691
	Iteration 20F: 3 clusters Score -892522.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -892537.750000 Penalty: 4407.658691
	Iteration 21Q: 3 clusters Score -892537.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -892547.187500 Penalty: 4407.658691
	Iteration 22Q: 3 clusters Score -892547.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -892558.312500 Penalty: 4407.658691
	Iteration 23Q: 3 clusters Score -892558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -892560.875000 Penalty: 4407.658691
	Iteration 24Q: 3 clusters Score -892560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -892568.062500 Penalty: 4407.658691
	Iteration 25Q: 3 clusters Score -892568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -892573.312500 Penalty: 4407.658691
	Iteration 26Q: 3 clusters Score -892573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -892574.125000 Penalty: 4407.658691
	Iteration 27Q: 3 clusters Score -892574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -892575.437500 Penalty: 4407.658691
	Iteration 28Q: 3 clusters Score -892575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -892576.375000 Penalty: 4407.658691
	Iteration 29Q: 3 clusters Score -892576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -892576.937500 Penalty: 4407.658691
	Iteration 30Q: 3 clusters Score -892576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -892578.000000 Penalty: 4407.658691
	Iteration 31Q: 3 clusters Score -892578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -892579.125000 Penalty: 4407.658691
	Iteration 32Q: 3 clusters Score -892579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -892578.687500 Penalty: 4407.658691
	Iteration 33Q: 3 clusters Score -892578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -892578.687500 Penalty: 4407.658691
	Iteration 34F: 3 clusters Score -892578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -834886.187500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -834886.2 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 3405 members 
Entering Unmasked Estep 
Score: -829226.375000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -829226.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -830787.875000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -830787.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -831146.125000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -831146.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -831476.562500 Penalty: 4373.012207
	Iteration 3F: 3 clusters Score -831476.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -831880.750000 Penalty: 4373.012207
	Iteration 4F: 3 clusters Score -831880.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -832332.125000 Penalty: 4373.012207
	Iteration 5F: 3 clusters Score -832332.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -832770.812500 Penalty: 4373.012207
	Iteration 6F: 3 clusters Score -832770.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -833213.437500 Penalty: 4373.012207
	Iteration 7F: 3 clusters Score -833213.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -833505.437500 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -833505.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -833674.125000 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -833674.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -833772.187500 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -833772.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -833841.625000 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -833841.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -833888.312500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -833888.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -833920.000000 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -833920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -833949.437500 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -833949.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -833971.000000 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -833971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -833987.937500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -833987.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -834001.500000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -834001.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -834005.750000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -834005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -834014.875000 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -834014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -834021.312500 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -834021.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -834024.062500 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -834024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -834028.812500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -834028.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -834035.187500 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -834035.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -834044.937500 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -834044.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -834057.937500 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -834057.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -834065.812500 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -834065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -834072.562500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -834072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -834076.750000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -834076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -834080.875000 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -834080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -834085.000000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -834085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -834090.000000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -834090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -834091.500000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -834091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -834092.812500 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -834092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -834096.937500 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -834096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -834099.812500 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -834099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -834101.062500 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -834101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -834102.750000 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -834102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -834105.250000 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -834105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -834106.187500 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -834106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -834110.562500 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -834110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -834113.625000 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -834113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -834116.250000 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -834116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -834117.437500 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -834117.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -834122.250000 Penalty: 4373.012207
	Iteration 44Q: 3 clusters Score -834122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -834126.937500 Penalty: 4373.012207
	Iteration 45Q: 3 clusters Score -834126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -834129.812500 Penalty: 4373.012207
	Iteration 46Q: 3 clusters Score -834129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -834132.937500 Penalty: 4373.012207
	Iteration 47Q: 3 clusters Score -834132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -834141.687500 Penalty: 4373.012207
	Iteration 48Q: 3 clusters Score -834141.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -834146.125000 Penalty: 4373.012207
	Iteration 49Q: 3 clusters Score -834146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -834153.500000 Penalty: 4373.012207
	Iteration 50Q: 3 clusters Score -834153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -834154.937500 Penalty: 4373.012207
	Iteration 51Q: 3 clusters Score -834154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -834158.562500 Penalty: 4373.012207
	Iteration 52Q: 3 clusters Score -834158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -834158.875000 Penalty: 4373.012207
	Iteration 53Q: 3 clusters Score -834158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -834158.875000 Penalty: 4373.012207
	Iteration 54F: 3 clusters Score -834158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -2419203.000000 Penalty: 2450.978760
	Iteration 0F: 2 clusters Score -2419203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2405323.750000 Penalty: 4901.957520
	Iteration 0F: 3 clusters Score -2405324 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2410061.500000 Penalty: 4901.957520
	Iteration 1F: 3 clusters Score -2410062 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2410594.750000 Penalty: 4901.957520
	Iteration 2F: 3 clusters Score -2410595 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2411095.000000 Penalty: 4901.957520
	Iteration 3F: 3 clusters Score -2411095 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2411552.250000 Penalty: 4901.957520
	Iteration 4F: 3 clusters Score -2411552 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2412023.000000 Penalty: 4901.957520
	Iteration 5Q: 3 clusters Score -2412023 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2412576.000000 Penalty: 4901.957520
	Iteration 6Q: 3 clusters Score -2412576 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2413107.500000 Penalty: 4901.957520
	Iteration 7Q: 3 clusters Score -2413108 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2413650.250000 Penalty: 4901.957520
	Iteration 8Q: 3 clusters Score -2413650 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2414114.250000 Penalty: 4901.957520
	Iteration 9Q: 3 clusters Score -2414114 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2414479.500000 Penalty: 4901.957520
	Iteration 10Q: 3 clusters Score -2414480 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2414738.750000 Penalty: 4901.957520
	Iteration 11Q: 3 clusters Score -2414739 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2414915.750000 Penalty: 4901.957520
	Iteration 12Q: 3 clusters Score -2414916 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2415051.250000 Penalty: 4901.957520
	Iteration 13Q: 3 clusters Score -2415051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2415170.500000 Penalty: 4901.957520
	Iteration 14Q: 3 clusters Score -2415170 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2415269.750000 Penalty: 4901.957520
	Iteration 15Q: 3 clusters Score -2415270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2415352.500000 Penalty: 4901.957520
	Iteration 16Q: 3 clusters Score -2415352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2415449.000000 Penalty: 4901.957520
	Iteration 17Q: 3 clusters Score -2415449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2415541.500000 Penalty: 4901.957520
	Iteration 18Q: 3 clusters Score -2415542 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2415613.000000 Penalty: 4901.957520
	Iteration 19Q: 3 clusters Score -2415613 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2415679.750000 Penalty: 4901.957520
	Iteration 20F: 3 clusters Score -2415680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2415742.000000 Penalty: 4901.957520
	Iteration 21Q: 3 clusters Score -2415742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2415820.000000 Penalty: 4901.957520
	Iteration 22Q: 3 clusters Score -2415820 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2415909.250000 Penalty: 4901.957520
	Iteration 23Q: 3 clusters Score -2415909 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2415998.250000 Penalty: 4901.957520
	Iteration 24Q: 3 clusters Score -2415998 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2416093.000000 Penalty: 4901.957520
	Iteration 25Q: 3 clusters Score -2416093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2416184.750000 Penalty: 4901.957520
	Iteration 26Q: 3 clusters Score -2416185 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2416264.000000 Penalty: 4901.957520
	Iteration 27Q: 3 clusters Score -2416264 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2416313.750000 Penalty: 4901.957520
	Iteration 28Q: 3 clusters Score -2416314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2416349.250000 Penalty: 4901.957520
	Iteration 29Q: 3 clusters Score -2416349 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2416387.000000 Penalty: 4901.957520
	Iteration 30Q: 3 clusters Score -2416387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2416420.250000 Penalty: 4901.957520
	Iteration 31Q: 3 clusters Score -2416420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2416464.000000 Penalty: 4901.957520
	Iteration 32Q: 3 clusters Score -2416464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2416498.000000 Penalty: 4901.957520
	Iteration 33Q: 3 clusters Score -2416498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2416514.500000 Penalty: 4901.957520
	Iteration 34Q: 3 clusters Score -2416514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2416536.750000 Penalty: 4901.957520
	Iteration 35Q: 3 clusters Score -2416537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2416564.750000 Penalty: 4901.957520
	Iteration 36Q: 3 clusters Score -2416565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2416590.000000 Penalty: 4901.957520
	Iteration 37Q: 3 clusters Score -2416590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2416608.250000 Penalty: 4901.957520
	Iteration 38Q: 3 clusters Score -2416608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2416635.000000 Penalty: 4901.957520
	Iteration 39Q: 3 clusters Score -2416635 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2416667.000000 Penalty: 4901.957520
	Iteration 40F: 3 clusters Score -2416667 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2416695.000000 Penalty: 4901.957520
	Iteration 41Q: 3 clusters Score -2416695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2416727.250000 Penalty: 4901.957520
	Iteration 42Q: 3 clusters Score -2416727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2416766.750000 Penalty: 4901.957520
	Iteration 43Q: 3 clusters Score -2416767 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2416800.000000 Penalty: 4901.957520
	Iteration 44Q: 3 clusters Score -2416800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2416847.750000 Penalty: 4901.957520
	Iteration 45Q: 3 clusters Score -2416848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2416888.500000 Penalty: 4901.957520
	Iteration 46Q: 3 clusters Score -2416888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2416945.750000 Penalty: 4901.957520
	Iteration 47Q: 3 clusters Score -2416946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2417002.000000 Penalty: 4901.957520
	Iteration 48Q: 3 clusters Score -2417002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2417040.250000 Penalty: 4901.957520
	Iteration 49Q: 3 clusters Score -2417040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2417078.250000 Penalty: 4901.957520
	Iteration 50Q: 3 clusters Score -2417078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2417120.250000 Penalty: 4901.957520
	Iteration 51Q: 3 clusters Score -2417120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2417152.500000 Penalty: 4901.957520
	Iteration 52Q: 3 clusters Score -2417152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2417187.000000 Penalty: 4901.957520
	Iteration 53Q: 3 clusters Score -2417187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2417211.250000 Penalty: 4901.957520
	Iteration 54Q: 3 clusters Score -2417211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2417219.750000 Penalty: 4901.957520
	Iteration 55Q: 3 clusters Score -2417220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2417227.000000 Penalty: 4901.957520
	Iteration 56Q: 3 clusters Score -2417227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2417244.750000 Penalty: 4901.957520
	Iteration 57Q: 3 clusters Score -2417245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2417262.750000 Penalty: 4901.957520
	Iteration 58Q: 3 clusters Score -2417263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2417279.000000 Penalty: 4901.957520
	Iteration 59Q: 3 clusters Score -2417279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2417297.000000 Penalty: 4901.957520
	Iteration 60F: 3 clusters Score -2417297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2417302.750000 Penalty: 4901.957520
	Iteration 61Q: 3 clusters Score -2417303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2417306.750000 Penalty: 4901.957520
	Iteration 62Q: 3 clusters Score -2417307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2417309.500000 Penalty: 4901.957520
	Iteration 63Q: 3 clusters Score -2417310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2417316.250000 Penalty: 4901.957520
	Iteration 64Q: 3 clusters Score -2417316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2417315.250000 Penalty: 4901.957520
	Iteration 65Q: 3 clusters Score -2417315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2417321.250000 Penalty: 4901.957520
	Iteration 66Q: 3 clusters Score -2417321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2417325.000000 Penalty: 4901.957520
	Iteration 67Q: 3 clusters Score -2417325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2417324.750000 Penalty: 4901.957520
	Iteration 68Q: 3 clusters Score -2417325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2417324.500000 Penalty: 4901.957520
	Iteration 69Q: 3 clusters Score -2417324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2417323.500000 Penalty: 4901.957520
	Iteration 70Q: 3 clusters Score -2417324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2417323.500000 Penalty: 4901.957520
	Iteration 71F: 3 clusters Score -2417324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 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 120 members 
Entering Unmasked Estep 
Score: -22159.255859 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22159.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22340.009766 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22340.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22392.960938 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -22392.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22403.726562 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22403.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22403.726562 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -22403.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Entering Unmasked Estep 
Score: -3087692.000000 Penalty: 2507.464844
	Iteration 0F: 2 clusters Score -3087692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3070578.250000 Penalty: 5014.929688
	Iteration 0F: 3 clusters Score -3070578 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3076605.250000 Penalty: 5014.929688
	Iteration 1F: 3 clusters Score -3076605 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3076996.250000 Penalty: 5014.929688
	Iteration 2Q: 3 clusters Score -3076996 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3077321.500000 Penalty: 5014.929688
	Iteration 3Q: 3 clusters Score -3077322 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3077585.750000 Penalty: 5014.929688
	Iteration 4Q: 3 clusters Score -3077586 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3077824.750000 Penalty: 5014.929688
	Iteration 5Q: 3 clusters Score -3077825 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3078057.750000 Penalty: 5014.929688
	Iteration 6Q: 3 clusters Score -3078058 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3078352.500000 Penalty: 5014.929688
	Iteration 7Q: 3 clusters Score -3078352 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3078689.250000 Penalty: 5014.929688
	Iteration 8Q: 3 clusters Score -3078689 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3079209.500000 Penalty: 5014.929688
	Iteration 9Q: 3 clusters Score -3079210 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3079851.000000 Penalty: 5014.929688
	Iteration 10Q: 3 clusters Score -3079851 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3080639.750000 Penalty: 5014.929688
	Iteration 11Q: 3 clusters Score -3080640 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3081488.500000 Penalty: 5014.929688
	Iteration 12Q: 3 clusters Score -3081488 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3082275.250000 Penalty: 5014.929688
	Iteration 13Q: 3 clusters Score -3082275 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3082962.250000 Penalty: 5014.929688
	Iteration 14Q: 3 clusters Score -3082962 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3083547.500000 Penalty: 5014.929688
	Iteration 15Q: 3 clusters Score -3083548 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3083920.000000 Penalty: 5014.929688
	Iteration 16Q: 3 clusters Score -3083920 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3084167.250000 Penalty: 5014.929688
	Iteration 17Q: 3 clusters Score -3084167 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3084360.250000 Penalty: 5014.929688
	Iteration 18Q: 3 clusters Score -3084360 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3084512.000000 Penalty: 5014.929688
	Iteration 19Q: 3 clusters Score -3084512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3084624.750000 Penalty: 5014.929688
	Iteration 20F: 3 clusters Score -3084625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3084718.500000 Penalty: 5014.929688
	Iteration 21Q: 3 clusters Score -3084718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3084789.000000 Penalty: 5014.929688
	Iteration 22Q: 3 clusters Score -3084789 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3084858.000000 Penalty: 5014.929688
	Iteration 23Q: 3 clusters Score -3084858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3084915.250000 Penalty: 5014.929688
	Iteration 24Q: 3 clusters Score -3084915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3084975.000000 Penalty: 5014.929688
	Iteration 25Q: 3 clusters Score -3084975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3085028.000000 Penalty: 5014.929688
	Iteration 26Q: 3 clusters Score -3085028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3085065.000000 Penalty: 5014.929688
	Iteration 27Q: 3 clusters Score -3085065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3085111.500000 Penalty: 5014.929688
	Iteration 28Q: 3 clusters Score -3085112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3085160.250000 Penalty: 5014.929688
	Iteration 29Q: 3 clusters Score -3085160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3085210.750000 Penalty: 5014.929688
	Iteration 30Q: 3 clusters Score -3085211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3085246.500000 Penalty: 5014.929688
	Iteration 31Q: 3 clusters Score -3085246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3085290.000000 Penalty: 5014.929688
	Iteration 32Q: 3 clusters Score -3085290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3085318.750000 Penalty: 5014.929688
	Iteration 33Q: 3 clusters Score -3085319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3085352.000000 Penalty: 5014.929688
	Iteration 34Q: 3 clusters Score -3085352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3085360.500000 Penalty: 5014.929688
	Iteration 35Q: 3 clusters Score -3085360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3085376.250000 Penalty: 5014.929688
	Iteration 36Q: 3 clusters Score -3085376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3085393.750000 Penalty: 5014.929688
	Iteration 37Q: 3 clusters Score -3085394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3085400.250000 Penalty: 5014.929688
	Iteration 38Q: 3 clusters Score -3085400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3085404.000000 Penalty: 5014.929688
	Iteration 39Q: 3 clusters Score -3085404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3085407.750000 Penalty: 5014.929688
	Iteration 40F: 3 clusters Score -3085408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3085412.250000 Penalty: 5014.929688
	Iteration 41Q: 3 clusters Score -3085412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3085416.500000 Penalty: 5014.929688
	Iteration 42Q: 3 clusters Score -3085416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3085413.750000 Penalty: 5014.929688
	Iteration 43Q: 3 clusters Score -3085414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3085416.000000 Penalty: 5014.929688
	Iteration 44Q: 3 clusters Score -3085416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3085420.500000 Penalty: 5014.929688
	Iteration 45Q: 3 clusters Score -3085420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3085428.000000 Penalty: 5014.929688
	Iteration 46Q: 3 clusters Score -3085428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3085432.750000 Penalty: 5014.929688
	Iteration 47Q: 3 clusters Score -3085433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3085430.750000 Penalty: 5014.929688
	Iteration 48Q: 3 clusters Score -3085431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3085447.000000 Penalty: 5014.929688
	Iteration 49Q: 3 clusters Score -3085447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3085454.500000 Penalty: 5014.929688
	Iteration 50Q: 3 clusters Score -3085454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3085463.000000 Penalty: 5014.929688
	Iteration 51Q: 3 clusters Score -3085463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3085474.250000 Penalty: 5014.929688
	Iteration 52Q: 3 clusters Score -3085474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3085485.000000 Penalty: 5014.929688
	Iteration 53Q: 3 clusters Score -3085485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3085493.500000 Penalty: 5014.929688
	Iteration 54Q: 3 clusters Score -3085494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3085498.250000 Penalty: 5014.929688
	Iteration 55Q: 3 clusters Score -3085498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3085509.000000 Penalty: 5014.929688
	Iteration 56Q: 3 clusters Score -3085509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3085512.500000 Penalty: 5014.929688
	Iteration 57Q: 3 clusters Score -3085512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3085508.000000 Penalty: 5014.929688
	Iteration 58Q: 3 clusters Score -3085508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3085511.000000 Penalty: 5014.929688
	Iteration 59Q: 3 clusters Score -3085511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3085514.250000 Penalty: 5014.929688
	Iteration 60F: 3 clusters Score -3085514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3085515.250000 Penalty: 5014.929688
	Iteration 61Q: 3 clusters Score -3085515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3085517.750000 Penalty: 5014.929688
	Iteration 62Q: 3 clusters Score -3085518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3085519.000000 Penalty: 5014.929688
	Iteration 63Q: 3 clusters Score -3085519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3085517.500000 Penalty: 5014.929688
	Iteration 64Q: 3 clusters Score -3085518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3085517.500000 Penalty: 5014.929688
	Iteration 65F: 3 clusters Score -3085518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -670792.000000 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -670792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -665936.187500 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -665936.2 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -667352.500000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -667352.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -667855.250000 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -667855.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -668416.937500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -668416.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -668965.437500 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -668965.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -669385.562500 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -669385.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -669729.000000 Penalty: 4281.270020
	Iteration 6F: 3 clusters Score -669729 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -670109.375000 Penalty: 4281.270020
	Iteration 7F: 3 clusters Score -670109.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -670577.812500 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -670577.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -670946.500000 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -670946.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -671140.500000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -671140.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -671237.250000 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -671237.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -671278.000000 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -671278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -671305.812500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -671305.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -671321.000000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -671321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -671330.000000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -671330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -671341.437500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -671341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -671346.500000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -671346.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -671353.687500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -671353.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -671360.437500 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -671360.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -671363.875000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -671363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -671371.437500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -671371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -671377.500000 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -671377.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -671385.687500 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -671385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -671393.125000 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -671393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -671407.625000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -671407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -671414.062500 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -671414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -671419.812500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -671419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -671422.625000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -671422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -671426.250000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -671426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -671432.375000 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -671432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -671439.000000 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -671439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -671444.562500 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -671444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -671450.187500 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -671450.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -671461.250000 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -671461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -671462.625000 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -671462.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -671470.375000 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -671470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -671479.750000 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -671479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -671492.500000 Penalty: 4281.270020
	Iteration 38Q: 3 clusters Score -671492.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -671512.312500 Penalty: 4281.270020
	Iteration 39Q: 3 clusters Score -671512.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -671536.687500 Penalty: 4281.270020
	Iteration 40F: 3 clusters Score -671536.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -671566.812500 Penalty: 4281.270020
	Iteration 41Q: 3 clusters Score -671566.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -671588.187500 Penalty: 4281.270020
	Iteration 42Q: 3 clusters Score -671588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -671620.687500 Penalty: 4281.270020
	Iteration 43Q: 3 clusters Score -671620.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -671659.812500 Penalty: 4281.270020
	Iteration 44Q: 3 clusters Score -671659.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -671694.625000 Penalty: 4281.270020
	Iteration 45Q: 3 clusters Score -671694.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -671740.500000 Penalty: 4281.270020
	Iteration 46Q: 3 clusters Score -671740.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -671771.250000 Penalty: 4281.270020
	Iteration 47Q: 3 clusters Score -671771.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -671792.062500 Penalty: 4281.270020
	Iteration 48Q: 3 clusters Score -671792.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -671813.625000 Penalty: 4281.270020
	Iteration 49Q: 3 clusters Score -671813.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -671834.812500 Penalty: 4281.270020
	Iteration 50Q: 3 clusters Score -671834.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -671849.750000 Penalty: 4281.270020
	Iteration 51Q: 3 clusters Score -671849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -671855.437500 Penalty: 4281.270020
	Iteration 52Q: 3 clusters Score -671855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -671862.000000 Penalty: 4281.270020
	Iteration 53Q: 3 clusters Score -671862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -671864.187500 Penalty: 4281.270020
	Iteration 54Q: 3 clusters Score -671864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -671866.125000 Penalty: 4281.270020
	Iteration 55Q: 3 clusters Score -671866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -671866.000000 Penalty: 4281.270020
	Iteration 56Q: 3 clusters Score -671866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -671866.312500 Penalty: 4281.270020
	Iteration 57Q: 3 clusters Score -671866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -671866.312500 Penalty: 4281.270020
	Iteration 58F: 3 clusters Score -671866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 3247 members 
Entering Unmasked Estep 
Score: -134489952.000000 Penalty: 252057.234375
Splitting cluster 32 changes total score from -134490144.000000 to -134489952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -1143551.625000 Penalty: 2292.120117
	Iteration 0F: 2 clusters Score -1143552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1135690.875000 Penalty: 4584.240234
	Iteration 0F: 3 clusters Score -1135691 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1138196.875000 Penalty: 4584.240234
	Iteration 1F: 3 clusters Score -1138197 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1138722.875000 Penalty: 4584.240234
	Iteration 2F: 3 clusters Score -1138723 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1139195.500000 Penalty: 4584.240234
	Iteration 3F: 3 clusters Score -1139196 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1139673.750000 Penalty: 4584.240234
	Iteration 4F: 3 clusters Score -1139674 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1140164.000000 Penalty: 4584.240234
	Iteration 5F: 3 clusters Score -1140164 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1140627.875000 Penalty: 4584.240234
	Iteration 6F: 3 clusters Score -1140628 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1141057.500000 Penalty: 4584.240234
	Iteration 7Q: 3 clusters Score -1141058 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1141433.125000 Penalty: 4584.240234
	Iteration 8Q: 3 clusters Score -1141433 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1141786.000000 Penalty: 4584.240234
	Iteration 9Q: 3 clusters Score -1141786 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1142000.375000 Penalty: 4584.240234
	Iteration 10Q: 3 clusters Score -1142000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1142128.750000 Penalty: 4584.240234
	Iteration 11Q: 3 clusters Score -1142129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1142238.875000 Penalty: 4584.240234
	Iteration 12Q: 3 clusters Score -1142239 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1142302.750000 Penalty: 4584.240234
	Iteration 13Q: 3 clusters Score -1142303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1142347.875000 Penalty: 4584.240234
	Iteration 14Q: 3 clusters Score -1142348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1142386.250000 Penalty: 4584.240234
	Iteration 15Q: 3 clusters Score -1142386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1142421.250000 Penalty: 4584.240234
	Iteration 16Q: 3 clusters Score -1142421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1142448.500000 Penalty: 4584.240234
	Iteration 17Q: 3 clusters Score -1142448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1142460.750000 Penalty: 4584.240234
	Iteration 18Q: 3 clusters Score -1142461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1142474.500000 Penalty: 4584.240234
	Iteration 19Q: 3 clusters Score -1142474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1142482.000000 Penalty: 4584.240234
	Iteration 20F: 3 clusters Score -1142482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1142490.500000 Penalty: 4584.240234
	Iteration 21Q: 3 clusters Score -1142490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1142494.000000 Penalty: 4584.240234
	Iteration 22Q: 3 clusters Score -1142494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1142498.125000 Penalty: 4584.240234
	Iteration 23Q: 3 clusters Score -1142498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1142497.875000 Penalty: 4584.240234
	Iteration 24Q: 3 clusters Score -1142498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1142495.500000 Penalty: 4584.240234
	Iteration 25Q: 3 clusters Score -1142496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1142497.500000 Penalty: 4584.240234
	Iteration 26Q: 3 clusters Score -1142498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1142498.250000 Penalty: 4584.240234
	Iteration 27Q: 3 clusters Score -1142498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1142497.500000 Penalty: 4584.240234
	Iteration 28Q: 3 clusters Score -1142498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1142499.250000 Penalty: 4584.240234
	Iteration 29Q: 3 clusters Score -1142499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1142500.500000 Penalty: 4584.240234
	Iteration 30Q: 3 clusters Score -1142500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1142500.000000 Penalty: 4584.240234
	Iteration 31Q: 3 clusters Score -1142500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1142501.000000 Penalty: 4584.240234
	Iteration 32Q: 3 clusters Score -1142501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1142502.750000 Penalty: 4584.240234
	Iteration 33Q: 3 clusters Score -1142503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1142502.750000 Penalty: 4584.240234
	Iteration 34Q: 3 clusters Score -1142503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1142503.250000 Penalty: 4584.240234
	Iteration 35Q: 3 clusters Score -1142503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1142501.250000 Penalty: 4584.240234
	Iteration 36Q: 3 clusters Score -1142501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1142504.750000 Penalty: 4584.240234
	Iteration 37Q: 3 clusters Score -1142505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1142504.875000 Penalty: 4584.240234
	Iteration 38Q: 3 clusters Score -1142505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1142504.375000 Penalty: 4584.240234
	Iteration 39Q: 3 clusters Score -1142504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1142505.875000 Penalty: 4584.240234
	Iteration 40F: 3 clusters Score -1142506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1142506.375000 Penalty: 4584.240234
	Iteration 41Q: 3 clusters Score -1142506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1142506.500000 Penalty: 4584.240234
	Iteration 42Q: 3 clusters Score -1142506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1142507.625000 Penalty: 4584.240234
	Iteration 43Q: 3 clusters Score -1142508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1142506.375000 Penalty: 4584.240234
	Iteration 44Q: 3 clusters Score -1142506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1142506.500000 Penalty: 4584.240234
	Iteration 45Q: 3 clusters Score -1142506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1142506.250000 Penalty: 4584.240234
	Iteration 46Q: 3 clusters Score -1142506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1142507.750000 Penalty: 4584.240234
	Iteration 47Q: 3 clusters Score -1142508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1142508.000000 Penalty: 4584.240234
	Iteration 48Q: 3 clusters Score -1142508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1142512.000000 Penalty: 4584.240234
	Iteration 49Q: 3 clusters Score -1142512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1142512.000000 Penalty: 4584.240234
	Iteration 50Q: 3 clusters Score -1142512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1142512.250000 Penalty: 4584.240234
	Iteration 51Q: 3 clusters Score -1142512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1142512.250000 Penalty: 4584.240234
	Iteration 52F: 3 clusters Score -1142512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Entering Unmasked Estep 
Score: -1491846.250000 Penalty: 2333.174316
	Iteration 0F: 2 clusters Score -1491846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1482809.625000 Penalty: 4666.348633
	Iteration 0F: 3 clusters Score -1482810 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1485628.625000 Penalty: 4666.348633
	Iteration 1F: 3 clusters Score -1485629 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1486093.250000 Penalty: 4666.348633
	Iteration 2F: 3 clusters Score -1486093 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1486627.500000 Penalty: 4666.348633
	Iteration 3F: 3 clusters Score -1486628 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1487210.375000 Penalty: 4666.348633
	Iteration 4F: 3 clusters Score -1487210 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1487864.000000 Penalty: 4666.348633
	Iteration 5F: 3 clusters Score -1487864 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1488567.500000 Penalty: 4666.348633
	Iteration 6F: 3 clusters Score -1488568 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1489282.000000 Penalty: 4666.348633
	Iteration 7F: 3 clusters Score -1489282 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1489874.625000 Penalty: 4666.348633
	Iteration 8F: 3 clusters Score -1489875 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1490267.750000 Penalty: 4666.348633
	Iteration 9Q: 3 clusters Score -1490268 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1490507.500000 Penalty: 4666.348633
	Iteration 10Q: 3 clusters Score -1490508 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1490661.125000 Penalty: 4666.348633
	Iteration 11Q: 3 clusters Score -1490661 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1490751.125000 Penalty: 4666.348633
	Iteration 12Q: 3 clusters Score -1490751 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1490844.125000 Penalty: 4666.348633
	Iteration 13Q: 3 clusters Score -1490844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1490939.125000 Penalty: 4666.348633
	Iteration 14Q: 3 clusters Score -1490939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1491034.625000 Penalty: 4666.348633
	Iteration 15Q: 3 clusters Score -1491035 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1491170.125000 Penalty: 4666.348633
	Iteration 16Q: 3 clusters Score -1491170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1491381.625000 Penalty: 4666.348633
	Iteration 17Q: 3 clusters Score -1491382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1491603.625000 Penalty: 4666.348633
	Iteration 18Q: 3 clusters Score -1491604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1491782.250000 Penalty: 4666.348633
	Iteration 19Q: 3 clusters Score -1491782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1491838.875000 Penalty: 4666.348633
	Iteration 20F: 3 clusters Score -1491839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1491851.250000 Penalty: 4666.348633
	Iteration 21Q: 3 clusters Score -1491851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1491860.125000 Penalty: 4666.348633
	Iteration 22Q: 3 clusters Score -1491860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1491863.875000 Penalty: 4666.348633
	Iteration 23Q: 3 clusters Score -1491864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1491872.875000 Penalty: 4666.348633
	Iteration 24Q: 3 clusters Score -1491873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1491877.000000 Penalty: 4666.348633
	Iteration 25Q: 3 clusters Score -1491877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1491879.000000 Penalty: 4666.348633
	Iteration 26Q: 3 clusters Score -1491879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1491881.250000 Penalty: 4666.348633
	Iteration 27Q: 3 clusters Score -1491881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1491889.250000 Penalty: 4666.348633
	Iteration 28Q: 3 clusters Score -1491889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1491887.625000 Penalty: 4666.348633
	Iteration 29Q: 3 clusters Score -1491888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1491892.500000 Penalty: 4666.348633
	Iteration 30Q: 3 clusters Score -1491892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1491888.000000 Penalty: 4666.348633
	Iteration 31Q: 3 clusters Score -1491888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1491892.500000 Penalty: 4666.348633
	Iteration 32Q: 3 clusters Score -1491892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1491891.875000 Penalty: 4666.348633
	Iteration 33Q: 3 clusters Score -1491892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1491893.750000 Penalty: 4666.348633
	Iteration 34Q: 3 clusters Score -1491894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1491894.125000 Penalty: 4666.348633
	Iteration 35Q: 3 clusters Score -1491894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1491894.125000 Penalty: 4666.348633
	Iteration 36F: 3 clusters Score -1491894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 9562 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 2623 members 
Entering Unmasked Estep 
Score: -134488816.000000 Penalty: 252057.234375
Splitting cluster 34 changes total score from -134490144.000000 to -134488816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -138356.390625 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -138356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136286.078125 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -136286.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136636.421875 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -136636.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136736.359375 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -136736.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136794.468750 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -136794.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136817.843750 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -136817.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136843.546875 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -136843.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136860.046875 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -136860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136867.734375 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -136867.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136874.765625 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -136874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136882.109375 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -136882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -136892.390625 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -136892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136905.625000 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -136905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -136921.984375 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -136922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136933.203125 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -136933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136950.343750 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -136950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -136958.718750 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -136958.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136962.203125 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -136962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -136970.281250 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -136970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136977.250000 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -136977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136983.328125 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -136983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136994.218750 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -136994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137001.687500 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -137001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137006.140625 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -137006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137012.218750 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -137012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137015.453125 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -137015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137017.593750 Penalty: 3515.022217
	Iteration 25Q: 3 clusters Score -137017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137019.343750 Penalty: 3515.022217
	Iteration 26Q: 3 clusters Score -137019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137020.093750 Penalty: 3515.022217
	Iteration 27Q: 3 clusters Score -137020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137020.093750 Penalty: 3515.022217
	Iteration 28F: 3 clusters Score -137020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -409823.937500 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409823.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -410554.843750 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410554.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -410731.187500 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410731.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -410829.375000 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410829.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -410896.281250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410896.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -410944.468750 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410944.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -410976.218750 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -410976.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -410996.812500 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -410996.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -411014.031250 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -411014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -411025.750000 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -411025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -411031.625000 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411031.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -411038.062500 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -411048.531250 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411048.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -411058.406250 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411058.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -411060.656250 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -411062.625000 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -411063.750000 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411064.968750 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411066.156250 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -411066.906250 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -411067.187500 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -411069.000000 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -411070.093750 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -411072.781250 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411074.593750 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -411076.406250 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -411079.218750 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -411080.343750 Penalty: 4020.382080
	Iteration 27Q: 3 clusters Score -411080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -411081.937500 Penalty: 4020.382080
	Iteration 28Q: 3 clusters Score -411081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411084.250000 Penalty: 4020.382080
	Iteration 29Q: 3 clusters Score -411084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -411084.750000 Penalty: 4020.382080
	Iteration 30Q: 3 clusters Score -411084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -411085.250000 Penalty: 4020.382080
	Iteration 31Q: 3 clusters Score -411085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -411086.625000 Penalty: 4020.382080
	Iteration 32Q: 3 clusters Score -411086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -411086.625000 Penalty: 4020.382080
	Iteration 33F: 3 clusters Score -411086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -176100.500000 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -176100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -173772.828125 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -173772.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174575.062500 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -174575.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175028.343750 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -175028.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175327.765625 Penalty: 3711.689209
	Iteration 3F: 3 clusters Score -175327.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175492.250000 Penalty: 3711.689209
	Iteration 4F: 3 clusters Score -175492.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175608.750000 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -175608.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175671.828125 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -175671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -175715.312500 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -175715.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175757.390625 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -175757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175771.828125 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -175771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -175781.640625 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -175781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175788.031250 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -175788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175791.312500 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -175791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -175799.031250 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -175799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175809.109375 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -175809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175815.218750 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -175815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175818.156250 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -175818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175818.156250 Penalty: 3711.689209
	Iteration 17F: 3 clusters Score -175818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -512867.562500 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -512867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -508839.343750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -508839.3 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -509728.937500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -509728.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -509936.093750 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -509936.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -510071.968750 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -510072 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -510162.968750 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -510163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -510230.593750 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -510230.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -510295.937500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -510295.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -510358.156250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -510358.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -510426.937500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -510426.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -510504.843750 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -510504.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -510587.312500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -510587.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -510676.156250 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -510676.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -510750.500000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -510750.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -510823.968750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -510824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -510877.500000 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -510877.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -510923.593750 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -510923.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -510959.218750 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -510959.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -510997.656250 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -510997.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -511025.375000 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -511025.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -511050.187500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -511050.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -511078.843750 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -511078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -511095.781250 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -511095.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -511108.812500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -511108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -511122.187500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -511122.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -511133.375000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -511133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -511140.750000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -511140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -511146.093750 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -511146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -511149.406250 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -511149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -511153.875000 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -511153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -511157.031250 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -511157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -511158.656250 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -511158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -511160.875000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -511160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -511162.343750 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -511162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -511164.406250 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -511164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -511168.937500 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -511168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -511170.937500 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -511170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -511170.031250 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -511170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -511172.031250 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -511172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -511172.687500 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -511172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -511176.250000 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -511176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -511177.937500 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -511177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -511180.375000 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -511180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -511184.062500 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -511184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -511186.343750 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -511186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -511188.031250 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -511188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -511188.781250 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -511188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -511188.781250 Penalty: 4144.734863
	Iteration 46F: 3 clusters Score -511188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -877377.062500 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -877377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -871462.062500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -871462.1 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -873140.875000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -873140.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -873631.062500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -873631.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -874092.625000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -874092.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -874607.750000 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -874607.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -875209.937500 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -875209.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -875888.000000 Penalty: 4403.527344
	Iteration 6F: 3 clusters Score -875888 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -876452.562500 Penalty: 4403.527344
	Iteration 7F: 3 clusters Score -876452.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -876794.937500 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -876794.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -876966.187500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -876966.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -877032.625000 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -877032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -877064.062500 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -877064.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -877077.750000 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -877077.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -877086.375000 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -877086.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -877089.312500 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -877089.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -877094.187500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -877094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -877098.687500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -877098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -877098.437500 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -877098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -877103.625000 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -877103.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -877104.062500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -877104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -877104.375000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -877104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -163807.781250 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -163807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161601.140625 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -161601.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161930.750000 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -161930.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162066.203125 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -162066.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162150.968750 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -162151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162229.046875 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -162229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162307.484375 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -162307.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -162384.359375 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -162384.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -162436.390625 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -162436.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162479.109375 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -162479.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162522.640625 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -162522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -162568.218750 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -162568.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162605.093750 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -162605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162624.140625 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -162624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162637.046875 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -162637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162650.390625 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -162650.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162659.109375 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -162659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -162673.515625 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -162673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162686.968750 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -162687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -162698.015625 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -162698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162702.984375 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -162703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162708.796875 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -162708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162715.531250 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -162715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162715.906250 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -162715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162715.906250 Penalty: 3592.072998
	Iteration 23F: 3 clusters Score -162715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -113682.109375 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -113682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112002.531250 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -112002.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112344.265625 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -112344.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112494.265625 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -112494.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112585.179688 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -112585.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112705.695312 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -112705.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112788.187500 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -112788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112822.914062 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -112822.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112900.234375 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -112900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112929.546875 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -112929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112974.187500 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -112974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112999.320312 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -112999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113011.085938 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -113011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113017.320312 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -113017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113025.023438 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -113025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113035.734375 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -113035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113037.062500 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -113037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113038.789062 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -113038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113045.773438 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -113045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113047.031250 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -113047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113052.460938 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -113052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113052.460938 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -113052.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Entering Unmasked Estep 
Score: -8312891.000000 Penalty: 2754.744385
	Iteration 0F: 2 clusters Score -8312891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -8268073.500000 Penalty: 5509.488770
	Iteration 0F: 3 clusters Score -8268074 nChanged 31014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -8286011.500000 Penalty: 5509.488770
	Iteration 1F: 3 clusters Score -8286012 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -8287055.500000 Penalty: 5509.488770
	Iteration 2Q: 3 clusters Score -8287056 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8288635.000000 Penalty: 5509.488770
	Iteration 3Q: 3 clusters Score -8288635 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8291130.000000 Penalty: 5509.488770
	Iteration 4F: 3 clusters Score -8291130 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -8295182.000000 Penalty: 5509.488770
	Iteration 5F: 3 clusters Score -8295182 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -8300451.000000 Penalty: 5509.488770
	Iteration 6F: 3 clusters Score -8300451 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -8305512.500000 Penalty: 5509.488770
	Iteration 7F: 3 clusters Score -8305512 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -8308521.500000 Penalty: 5509.488770
	Iteration 8Q: 3 clusters Score -8308522 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -8309774.500000 Penalty: 5509.488770
	Iteration 9Q: 3 clusters Score -8309774 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -8310169.000000 Penalty: 5509.488770
	Iteration 10Q: 3 clusters Score -8310169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -8310317.500000 Penalty: 5509.488770
	Iteration 11Q: 3 clusters Score -8310318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -8310386.500000 Penalty: 5509.488770
	Iteration 12Q: 3 clusters Score -8310386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -8310421.000000 Penalty: 5509.488770
	Iteration 13Q: 3 clusters Score -8310421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -8310435.500000 Penalty: 5509.488770
	Iteration 14Q: 3 clusters Score -8310436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -8310450.500000 Penalty: 5509.488770
	Iteration 15Q: 3 clusters Score -8310450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -8310465.500000 Penalty: 5509.488770
	Iteration 16Q: 3 clusters Score -8310466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -8310467.000000 Penalty: 5509.488770
	Iteration 17Q: 3 clusters Score -8310467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -8310473.500000 Penalty: 5509.488770
	Iteration 18Q: 3 clusters Score -8310474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -8310477.500000 Penalty: 5509.488770
	Iteration 19Q: 3 clusters Score -8310478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -8310488.000000 Penalty: 5509.488770
	Iteration 20F: 3 clusters Score -8310488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -8310493.000000 Penalty: 5509.488770
	Iteration 21Q: 3 clusters Score -8310493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -8310497.500000 Penalty: 5509.488770
	Iteration 22Q: 3 clusters Score -8310498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -8310502.000000 Penalty: 5509.488770
	Iteration 23Q: 3 clusters Score -8310502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -8310502.000000 Penalty: 5509.488770
	Iteration 24Q: 3 clusters Score -8310502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -8310502.000000 Penalty: 5509.488770
	Iteration 25F: 3 clusters Score -8310502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -1102046.125000 Penalty: 2257.759277
	Iteration 0F: 2 clusters Score -1102046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1095039.625000 Penalty: 4515.518555
	Iteration 0F: 3 clusters Score -1095040 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1097044.250000 Penalty: 4515.518555
	Iteration 1F: 3 clusters Score -1097044 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1097381.125000 Penalty: 4515.518555
	Iteration 2F: 3 clusters Score -1097381 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1097646.125000 Penalty: 4515.518555
	Iteration 3F: 3 clusters Score -1097646 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1097895.875000 Penalty: 4515.518555
	Iteration 4Q: 3 clusters Score -1097896 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1098146.625000 Penalty: 4515.518555
	Iteration 5Q: 3 clusters Score -1098147 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1098423.125000 Penalty: 4515.518555
	Iteration 6Q: 3 clusters Score -1098423 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1098694.625000 Penalty: 4515.518555
	Iteration 7Q: 3 clusters Score -1098695 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1098978.125000 Penalty: 4515.518555
	Iteration 8Q: 3 clusters Score -1098978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1099241.125000 Penalty: 4515.518555
	Iteration 9Q: 3 clusters Score -1099241 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1099442.125000 Penalty: 4515.518555
	Iteration 10Q: 3 clusters Score -1099442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1099625.625000 Penalty: 4515.518555
	Iteration 11Q: 3 clusters Score -1099626 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1099801.875000 Penalty: 4515.518555
	Iteration 12Q: 3 clusters Score -1099802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1099966.000000 Penalty: 4515.518555
	Iteration 13Q: 3 clusters Score -1099966 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1100113.750000 Penalty: 4515.518555
	Iteration 14Q: 3 clusters Score -1100114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1100258.875000 Penalty: 4515.518555
	Iteration 15Q: 3 clusters Score -1100259 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1100387.125000 Penalty: 4515.518555
	Iteration 16Q: 3 clusters Score -1100387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1100483.375000 Penalty: 4515.518555
	Iteration 17Q: 3 clusters Score -1100483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1100553.250000 Penalty: 4515.518555
	Iteration 18Q: 3 clusters Score -1100553 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1100610.125000 Penalty: 4515.518555
	Iteration 19Q: 3 clusters Score -1100610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1100650.000000 Penalty: 4515.518555
	Iteration 20F: 3 clusters Score -1100650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1100680.250000 Penalty: 4515.518555
	Iteration 21Q: 3 clusters Score -1100680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1100704.500000 Penalty: 4515.518555
	Iteration 22Q: 3 clusters Score -1100704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1100716.625000 Penalty: 4515.518555
	Iteration 23Q: 3 clusters Score -1100717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1100723.000000 Penalty: 4515.518555
	Iteration 24Q: 3 clusters Score -1100723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1100730.500000 Penalty: 4515.518555
	Iteration 25Q: 3 clusters Score -1100730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1100733.625000 Penalty: 4515.518555
	Iteration 26Q: 3 clusters Score -1100734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1100743.500000 Penalty: 4515.518555
	Iteration 27Q: 3 clusters Score -1100744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1100748.375000 Penalty: 4515.518555
	Iteration 28Q: 3 clusters Score -1100748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1100754.875000 Penalty: 4515.518555
	Iteration 29Q: 3 clusters Score -1100755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1100759.500000 Penalty: 4515.518555
	Iteration 30Q: 3 clusters Score -1100760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1100774.250000 Penalty: 4515.518555
	Iteration 31Q: 3 clusters Score -1100774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1100779.125000 Penalty: 4515.518555
	Iteration 32Q: 3 clusters Score -1100779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1100786.250000 Penalty: 4515.518555
	Iteration 33Q: 3 clusters Score -1100786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1100787.875000 Penalty: 4515.518555
	Iteration 34Q: 3 clusters Score -1100788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1100792.625000 Penalty: 4515.518555
	Iteration 35Q: 3 clusters Score -1100793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1100793.500000 Penalty: 4515.518555
	Iteration 36Q: 3 clusters Score -1100794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1100793.375000 Penalty: 4515.518555
	Iteration 37Q: 3 clusters Score -1100793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1100796.500000 Penalty: 4515.518555
	Iteration 38Q: 3 clusters Score -1100796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1100798.375000 Penalty: 4515.518555
	Iteration 39Q: 3 clusters Score -1100798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1100796.875000 Penalty: 4515.518555
	Iteration 40F: 3 clusters Score -1100797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1100799.500000 Penalty: 4515.518555
	Iteration 41Q: 3 clusters Score -1100800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1100802.500000 Penalty: 4515.518555
	Iteration 42Q: 3 clusters Score -1100802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1100800.750000 Penalty: 4515.518555
	Iteration 43Q: 3 clusters Score -1100801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1100803.125000 Penalty: 4515.518555
	Iteration 44Q: 3 clusters Score -1100803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1100803.625000 Penalty: 4515.518555
	Iteration 45Q: 3 clusters Score -1100804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1100806.125000 Penalty: 4515.518555
	Iteration 46Q: 3 clusters Score -1100806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1100807.875000 Penalty: 4515.518555
	Iteration 47Q: 3 clusters Score -1100808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1100806.750000 Penalty: 4515.518555
	Iteration 48Q: 3 clusters Score -1100807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1100806.875000 Penalty: 4515.518555
	Iteration 49Q: 3 clusters Score -1100807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1100808.500000 Penalty: 4515.518555
	Iteration 50Q: 3 clusters Score -1100808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1100808.500000 Penalty: 4515.518555
	Iteration 51F: 3 clusters Score -1100808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Entering Unmasked Estep 
Score: -2486980.500000 Penalty: 2461.473877
	Iteration 0F: 2 clusters Score -2486980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2472647.250000 Penalty: 4922.947754
	Iteration 0F: 3 clusters Score -2472647 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2477685.250000 Penalty: 4922.947754
	Iteration 1F: 3 clusters Score -2477685 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2478429.750000 Penalty: 4922.947754
	Iteration 2F: 3 clusters Score -2478430 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2479289.500000 Penalty: 4922.947754
	Iteration 3F: 3 clusters Score -2479290 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2480290.250000 Penalty: 4922.947754
	Iteration 4F: 3 clusters Score -2480290 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2481325.000000 Penalty: 4922.947754
	Iteration 5F: 3 clusters Score -2481325 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2482287.750000 Penalty: 4922.947754
	Iteration 6F: 3 clusters Score -2482288 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2483086.250000 Penalty: 4922.947754
	Iteration 7F: 3 clusters Score -2483086 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2483712.250000 Penalty: 4922.947754
	Iteration 8Q: 3 clusters Score -2483712 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2484114.500000 Penalty: 4922.947754
	Iteration 9Q: 3 clusters Score -2484114 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2484345.750000 Penalty: 4922.947754
	Iteration 10Q: 3 clusters Score -2484346 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2484516.750000 Penalty: 4922.947754
	Iteration 11Q: 3 clusters Score -2484517 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2484656.250000 Penalty: 4922.947754
	Iteration 12Q: 3 clusters Score -2484656 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2484792.750000 Penalty: 4922.947754
	Iteration 13Q: 3 clusters Score -2484793 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2484912.000000 Penalty: 4922.947754
	Iteration 14Q: 3 clusters Score -2484912 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2485006.250000 Penalty: 4922.947754
	Iteration 15Q: 3 clusters Score -2485006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2485082.500000 Penalty: 4922.947754
	Iteration 16Q: 3 clusters Score -2485082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2485130.000000 Penalty: 4922.947754
	Iteration 17Q: 3 clusters Score -2485130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2485157.000000 Penalty: 4922.947754
	Iteration 18Q: 3 clusters Score -2485157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2485171.750000 Penalty: 4922.947754
	Iteration 19Q: 3 clusters Score -2485172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2485188.500000 Penalty: 4922.947754
	Iteration 20F: 3 clusters Score -2485188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2485207.000000 Penalty: 4922.947754
	Iteration 21Q: 3 clusters Score -2485207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2485222.750000 Penalty: 4922.947754
	Iteration 22Q: 3 clusters Score -2485223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2485237.000000 Penalty: 4922.947754
	Iteration 23Q: 3 clusters Score -2485237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2485255.750000 Penalty: 4922.947754
	Iteration 24Q: 3 clusters Score -2485256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2485282.000000 Penalty: 4922.947754
	Iteration 25Q: 3 clusters Score -2485282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2485291.500000 Penalty: 4922.947754
	Iteration 26Q: 3 clusters Score -2485292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2485311.500000 Penalty: 4922.947754
	Iteration 27Q: 3 clusters Score -2485312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2485337.750000 Penalty: 4922.947754
	Iteration 28Q: 3 clusters Score -2485338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2485359.000000 Penalty: 4922.947754
	Iteration 29Q: 3 clusters Score -2485359 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2485375.250000 Penalty: 4922.947754
	Iteration 30Q: 3 clusters Score -2485375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2485387.500000 Penalty: 4922.947754
	Iteration 31Q: 3 clusters Score -2485388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2485410.000000 Penalty: 4922.947754
	Iteration 32Q: 3 clusters Score -2485410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2485420.250000 Penalty: 4922.947754
	Iteration 33Q: 3 clusters Score -2485420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2485435.250000 Penalty: 4922.947754
	Iteration 34Q: 3 clusters Score -2485435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2485450.750000 Penalty: 4922.947754
	Iteration 35Q: 3 clusters Score -2485451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2485466.500000 Penalty: 4922.947754
	Iteration 36Q: 3 clusters Score -2485466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2485484.250000 Penalty: 4922.947754
	Iteration 37Q: 3 clusters Score -2485484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2485516.750000 Penalty: 4922.947754
	Iteration 38Q: 3 clusters Score -2485517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2485551.250000 Penalty: 4922.947754
	Iteration 39Q: 3 clusters Score -2485551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2485594.750000 Penalty: 4922.947754
	Iteration 40F: 3 clusters Score -2485595 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2485648.500000 Penalty: 4922.947754
	Iteration 41Q: 3 clusters Score -2485648 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2485691.000000 Penalty: 4922.947754
	Iteration 42Q: 3 clusters Score -2485691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2485736.250000 Penalty: 4922.947754
	Iteration 43Q: 3 clusters Score -2485736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2485777.500000 Penalty: 4922.947754
	Iteration 44Q: 3 clusters Score -2485778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2485818.000000 Penalty: 4922.947754
	Iteration 45Q: 3 clusters Score -2485818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2485856.000000 Penalty: 4922.947754
	Iteration 46Q: 3 clusters Score -2485856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2485877.000000 Penalty: 4922.947754
	Iteration 47Q: 3 clusters Score -2485877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2485903.250000 Penalty: 4922.947754
	Iteration 48Q: 3 clusters Score -2485903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2485914.500000 Penalty: 4922.947754
	Iteration 49Q: 3 clusters Score -2485914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2485918.750000 Penalty: 4922.947754
	Iteration 50Q: 3 clusters Score -2485919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2485928.500000 Penalty: 4922.947754
	Iteration 51Q: 3 clusters Score -2485928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2485937.000000 Penalty: 4922.947754
	Iteration 52Q: 3 clusters Score -2485937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2485941.000000 Penalty: 4922.947754
	Iteration 53Q: 3 clusters Score -2485941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2485950.250000 Penalty: 4922.947754
	Iteration 54Q: 3 clusters Score -2485950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2485944.250000 Penalty: 4922.947754
	Iteration 55Q: 3 clusters Score -2485944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2485947.000000 Penalty: 4922.947754
	Iteration 56Q: 3 clusters Score -2485947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2485956.500000 Penalty: 4922.947754
	Iteration 57Q: 3 clusters Score -2485956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2485955.500000 Penalty: 4922.947754
	Iteration 58Q: 3 clusters Score -2485956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2485955.750000 Penalty: 4922.947754
	Iteration 59Q: 3 clusters Score -2485956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2485957.500000 Penalty: 4922.947754
	Iteration 60F: 3 clusters Score -2485958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2485954.000000 Penalty: 4922.947754
	Iteration 61Q: 3 clusters Score -2485954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2485958.000000 Penalty: 4922.947754
	Iteration 62Q: 3 clusters Score -2485958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2485956.000000 Penalty: 4922.947754
	Iteration 63Q: 3 clusters Score -2485956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2485956.000000 Penalty: 4922.947754
	Iteration 64F: 3 clusters Score -2485956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1359729.625000 Penalty: 2307.395264
	Iteration 0F: 2 clusters Score -1359730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1351561.500000 Penalty: 4614.790527
	Iteration 0F: 3 clusters Score -1351562 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1353944.250000 Penalty: 4614.790527
	Iteration 1F: 3 clusters Score -1353944 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1354246.750000 Penalty: 4614.790527
	Iteration 2F: 3 clusters Score -1354247 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1354489.500000 Penalty: 4614.790527
	Iteration 3Q: 3 clusters Score -1354490 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1354715.750000 Penalty: 4614.790527
	Iteration 4Q: 3 clusters Score -1354716 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1354977.875000 Penalty: 4614.790527
	Iteration 5Q: 3 clusters Score -1354978 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1355264.625000 Penalty: 4614.790527
	Iteration 6Q: 3 clusters Score -1355265 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1355615.625000 Penalty: 4614.790527
	Iteration 7Q: 3 clusters Score -1355616 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1355996.750000 Penalty: 4614.790527
	Iteration 8Q: 3 clusters Score -1355997 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1356390.750000 Penalty: 4614.790527
	Iteration 9Q: 3 clusters Score -1356391 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1356738.750000 Penalty: 4614.790527
	Iteration 10Q: 3 clusters Score -1356739 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1357049.500000 Penalty: 4614.790527
	Iteration 11Q: 3 clusters Score -1357050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1357314.250000 Penalty: 4614.790527
	Iteration 12Q: 3 clusters Score -1357314 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1357541.250000 Penalty: 4614.790527
	Iteration 13Q: 3 clusters Score -1357541 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1357715.000000 Penalty: 4614.790527
	Iteration 14Q: 3 clusters Score -1357715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1357852.250000 Penalty: 4614.790527
	Iteration 15Q: 3 clusters Score -1357852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1357958.000000 Penalty: 4614.790527
	Iteration 16Q: 3 clusters Score -1357958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1358024.875000 Penalty: 4614.790527
	Iteration 17Q: 3 clusters Score -1358025 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1358101.125000 Penalty: 4614.790527
	Iteration 18Q: 3 clusters Score -1358101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1358160.625000 Penalty: 4614.790527
	Iteration 19Q: 3 clusters Score -1358161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1358233.000000 Penalty: 4614.790527
	Iteration 20F: 3 clusters Score -1358233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1358316.500000 Penalty: 4614.790527
	Iteration 21Q: 3 clusters Score -1358316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1358401.875000 Penalty: 4614.790527
	Iteration 22Q: 3 clusters Score -1358402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1358482.125000 Penalty: 4614.790527
	Iteration 23Q: 3 clusters Score -1358482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1358536.625000 Penalty: 4614.790527
	Iteration 24Q: 3 clusters Score -1358537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1358577.375000 Penalty: 4614.790527
	Iteration 25Q: 3 clusters Score -1358577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1358595.250000 Penalty: 4614.790527
	Iteration 26Q: 3 clusters Score -1358595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1358606.375000 Penalty: 4614.790527
	Iteration 27Q: 3 clusters Score -1358606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1358614.000000 Penalty: 4614.790527
	Iteration 28Q: 3 clusters Score -1358614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1358619.125000 Penalty: 4614.790527
	Iteration 29Q: 3 clusters Score -1358619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1358619.250000 Penalty: 4614.790527
	Iteration 30Q: 3 clusters Score -1358619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1358621.625000 Penalty: 4614.790527
	Iteration 31Q: 3 clusters Score -1358622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1358623.500000 Penalty: 4614.790527
	Iteration 32Q: 3 clusters Score -1358624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1358623.250000 Penalty: 4614.790527
	Iteration 33Q: 3 clusters Score -1358623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1358626.375000 Penalty: 4614.790527
	Iteration 34Q: 3 clusters Score -1358626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1358625.125000 Penalty: 4614.790527
	Iteration 35Q: 3 clusters Score -1358625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1358630.375000 Penalty: 4614.790527
	Iteration 36Q: 3 clusters Score -1358630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1358634.250000 Penalty: 4614.790527
	Iteration 37Q: 3 clusters Score -1358634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1358636.500000 Penalty: 4614.790527
	Iteration 38Q: 3 clusters Score -1358636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1358635.500000 Penalty: 4614.790527
	Iteration 39Q: 3 clusters Score -1358636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1358635.500000 Penalty: 4614.790527
	Iteration 40F: 3 clusters Score -1358636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272114.687500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269359.812500 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269359.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -269828.500000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -269828.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -269975.500000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -269975.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -270083.437500 Penalty: 3826.479980
	Iteration 3Q: 3 clusters Score -270083.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270160.468750 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -270160.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270246.812500 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -270246.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -270333.468750 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -270333.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -270416.187500 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -270416.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -270482.375000 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -270482.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -270529.125000 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -270529.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -270581.968750 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -270582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -270633.750000 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -270633.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270704.781250 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -270704.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -270763.562500 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -270763.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -270801.562500 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -270801.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -270842.562500 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -270842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -270878.312500 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -270878.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -270915.843750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -270915.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270948.000000 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -270948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270977.156250 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -270977.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -271004.218750 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -271004.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -271030.093750 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -271030.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -271059.500000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -271059.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -271093.312500 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -271093.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -271118.375000 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -271118.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -271142.968750 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -271143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -271161.281250 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -271161.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271182.312500 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -271182.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271199.156250 Penalty: 3826.479980
	Iteration 28Q: 3 clusters Score -271199.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -271214.000000 Penalty: 3826.479980
	Iteration 29Q: 3 clusters Score -271214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -271227.875000 Penalty: 3826.479980
	Iteration 30Q: 3 clusters Score -271227.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -271245.250000 Penalty: 3826.479980
	Iteration 31Q: 3 clusters Score -271245.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -271273.437500 Penalty: 3826.479980
	Iteration 32Q: 3 clusters Score -271273.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -271296.312500 Penalty: 3826.479980
	Iteration 33Q: 3 clusters Score -271296.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -271315.562500 Penalty: 3826.479980
	Iteration 34Q: 3 clusters Score -271315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -271332.718750 Penalty: 3826.479980
	Iteration 35Q: 3 clusters Score -271332.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -271348.593750 Penalty: 3826.479980
	Iteration 36Q: 3 clusters Score -271348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -271357.656250 Penalty: 3826.479980
	Iteration 37Q: 3 clusters Score -271357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -271363.468750 Penalty: 3826.479980
	Iteration 38Q: 3 clusters Score -271363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -271365.562500 Penalty: 3826.479980
	Iteration 39Q: 3 clusters Score -271365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271366.656250 Penalty: 3826.479980
	Iteration 40F: 3 clusters Score -271366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -271366.812500 Penalty: 3826.479980
	Iteration 41Q: 3 clusters Score -271366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -271368.656250 Penalty: 3826.479980
	Iteration 42Q: 3 clusters Score -271368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -271369.000000 Penalty: 3826.479980
	Iteration 43Q: 3 clusters Score -271369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -271369.656250 Penalty: 3826.479980
	Iteration 44Q: 3 clusters Score -271369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -271370.093750 Penalty: 3826.479980
	Iteration 45Q: 3 clusters Score -271370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -271370.281250 Penalty: 3826.479980
	Iteration 46Q: 3 clusters Score -271370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -271371.750000 Penalty: 3826.479980
	Iteration 47Q: 3 clusters Score -271371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -271371.562500 Penalty: 3826.479980
	Iteration 48Q: 3 clusters Score -271371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -271371.562500 Penalty: 3826.479980
	Iteration 49F: 3 clusters Score -271371.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Entering Unmasked Estep 
Score: -1131111.250000 Penalty: 2288.003174
	Iteration 0F: 2 clusters Score -1131111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1123412.125000 Penalty: 4576.006348
	Iteration 0F: 3 clusters Score -1123412 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1125834.000000 Penalty: 4576.006348
	Iteration 1F: 3 clusters Score -1125834 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1126406.625000 Penalty: 4576.006348
	Iteration 2F: 3 clusters Score -1126407 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1126909.125000 Penalty: 4576.006348
	Iteration 3F: 3 clusters Score -1126909 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1127383.625000 Penalty: 4576.006348
	Iteration 4F: 3 clusters Score -1127384 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1127840.500000 Penalty: 4576.006348
	Iteration 5F: 3 clusters Score -1127840 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1128279.125000 Penalty: 4576.006348
	Iteration 6F: 3 clusters Score -1128279 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1128695.375000 Penalty: 4576.006348
	Iteration 7F: 3 clusters Score -1128695 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1129001.500000 Penalty: 4576.006348
	Iteration 8Q: 3 clusters Score -1129002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1129226.000000 Penalty: 4576.006348
	Iteration 9Q: 3 clusters Score -1129226 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1129414.000000 Penalty: 4576.006348
	Iteration 10Q: 3 clusters Score -1129414 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1129552.625000 Penalty: 4576.006348
	Iteration 11Q: 3 clusters Score -1129553 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1129651.250000 Penalty: 4576.006348
	Iteration 12Q: 3 clusters Score -1129651 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1129730.125000 Penalty: 4576.006348
	Iteration 13Q: 3 clusters Score -1129730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1129785.250000 Penalty: 4576.006348
	Iteration 14Q: 3 clusters Score -1129785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1129817.500000 Penalty: 4576.006348
	Iteration 15Q: 3 clusters Score -1129818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1129834.750000 Penalty: 4576.006348
	Iteration 16Q: 3 clusters Score -1129835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1129846.625000 Penalty: 4576.006348
	Iteration 17Q: 3 clusters Score -1129847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1129850.875000 Penalty: 4576.006348
	Iteration 18Q: 3 clusters Score -1129851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1129863.000000 Penalty: 4576.006348
	Iteration 19Q: 3 clusters Score -1129863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1129870.250000 Penalty: 4576.006348
	Iteration 20F: 3 clusters Score -1129870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1129875.125000 Penalty: 4576.006348
	Iteration 21Q: 3 clusters Score -1129875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1129876.500000 Penalty: 4576.006348
	Iteration 22Q: 3 clusters Score -1129876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1129879.500000 Penalty: 4576.006348
	Iteration 23Q: 3 clusters Score -1129880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1129880.625000 Penalty: 4576.006348
	Iteration 24Q: 3 clusters Score -1129881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1129881.500000 Penalty: 4576.006348
	Iteration 25Q: 3 clusters Score -1129882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1129882.500000 Penalty: 4576.006348
	Iteration 26Q: 3 clusters Score -1129882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1129883.250000 Penalty: 4576.006348
	Iteration 27Q: 3 clusters Score -1129883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1129883.750000 Penalty: 4576.006348
	Iteration 28Q: 3 clusters Score -1129884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1129887.500000 Penalty: 4576.006348
	Iteration 29Q: 3 clusters Score -1129888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1129889.500000 Penalty: 4576.006348
	Iteration 30Q: 3 clusters Score -1129890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1129890.500000 Penalty: 4576.006348
	Iteration 31Q: 3 clusters Score -1129890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1129889.250000 Penalty: 4576.006348
	Iteration 32Q: 3 clusters Score -1129889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1129890.250000 Penalty: 4576.006348
	Iteration 33Q: 3 clusters Score -1129890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1129890.250000 Penalty: 4576.006348
	Iteration 34F: 3 clusters Score -1129890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -333552.250000 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -333552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330464.937500 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -330464.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -331165.906250 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -331165.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -331332.281250 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -331332.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -331445.937500 Penalty: 3935.518799
	Iteration 3F: 3 clusters Score -331445.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -331564.343750 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -331564.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -331694.718750 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -331694.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -331834.125000 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -331834.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -331953.406250 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -331953.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -332103.781250 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -332103.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -332246.187500 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -332246.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332370.625000 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -332370.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -332475.437500 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -332475.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332558.312500 Penalty: 3935.518799
	Iteration 12Q: 3 clusters Score -332558.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -332613.750000 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -332613.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -332642.656250 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -332642.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -332660.781250 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -332660.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -332674.343750 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -332674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -332689.406250 Penalty: 3935.518799
	Iteration 17Q: 3 clusters Score -332689.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -332703.156250 Penalty: 3935.518799
	Iteration 18Q: 3 clusters Score -332703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -332714.781250 Penalty: 3935.518799
	Iteration 19Q: 3 clusters Score -332714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -332721.187500 Penalty: 3935.518799
	Iteration 20F: 3 clusters Score -332721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332724.406250 Penalty: 3935.518799
	Iteration 21Q: 3 clusters Score -332724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -332726.906250 Penalty: 3935.518799
	Iteration 22Q: 3 clusters Score -332726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -332727.281250 Penalty: 3935.518799
	Iteration 23Q: 3 clusters Score -332727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -332727.281250 Penalty: 3935.518799
	Iteration 24F: 3 clusters Score -332727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -912519.687500 Penalty: 2208.348145
	Iteration 0F: 2 clusters Score -912519.7 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 3633 members 
Entering Unmasked Estep 
Score: -906521.375000 Penalty: 4416.696289
	Iteration 0F: 3 clusters Score -906521.4 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -908108.687500 Penalty: 4416.696289
	Iteration 1F: 3 clusters Score -908108.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -908457.562500 Penalty: 4416.696289
	Iteration 2F: 3 clusters Score -908457.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -908772.375000 Penalty: 4416.696289
	Iteration 3F: 3 clusters Score -908772.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -909105.687500 Penalty: 4416.696289
	Iteration 4F: 3 clusters Score -909105.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -909459.125000 Penalty: 4416.696289
	Iteration 5F: 3 clusters Score -909459.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -909784.437500 Penalty: 4416.696289
	Iteration 6F: 3 clusters Score -909784.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -910093.312500 Penalty: 4416.696289
	Iteration 7F: 3 clusters Score -910093.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -910420.187500 Penalty: 4416.696289
	Iteration 8Q: 3 clusters Score -910420.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -910764.000000 Penalty: 4416.696289
	Iteration 9Q: 3 clusters Score -910764 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -911063.750000 Penalty: 4416.696289
	Iteration 10Q: 3 clusters Score -911063.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -911273.687500 Penalty: 4416.696289
	Iteration 11Q: 3 clusters Score -911273.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -911388.875000 Penalty: 4416.696289
	Iteration 12Q: 3 clusters Score -911388.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -911466.187500 Penalty: 4416.696289
	Iteration 13Q: 3 clusters Score -911466.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -911515.625000 Penalty: 4416.696289
	Iteration 14Q: 3 clusters Score -911515.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -911558.500000 Penalty: 4416.696289
	Iteration 15Q: 3 clusters Score -911558.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -911583.062500 Penalty: 4416.696289
	Iteration 16Q: 3 clusters Score -911583.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -911602.000000 Penalty: 4416.696289
	Iteration 17Q: 3 clusters Score -911602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -911613.625000 Penalty: 4416.696289
	Iteration 18Q: 3 clusters Score -911613.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -911623.562500 Penalty: 4416.696289
	Iteration 19Q: 3 clusters Score -911623.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -911628.250000 Penalty: 4416.696289
	Iteration 20F: 3 clusters Score -911628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -911636.750000 Penalty: 4416.696289
	Iteration 21Q: 3 clusters Score -911636.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -911640.125000 Penalty: 4416.696289
	Iteration 22Q: 3 clusters Score -911640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -911641.187500 Penalty: 4416.696289
	Iteration 23Q: 3 clusters Score -911641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -911643.187500 Penalty: 4416.696289
	Iteration 24Q: 3 clusters Score -911643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -911645.875000 Penalty: 4416.696289
	Iteration 25Q: 3 clusters Score -911645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -911644.875000 Penalty: 4416.696289
	Iteration 26Q: 3 clusters Score -911644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -911645.500000 Penalty: 4416.696289
	Iteration 27Q: 3 clusters Score -911645.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -911647.062500 Penalty: 4416.696289
	Iteration 28Q: 3 clusters Score -911647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -911646.437500 Penalty: 4416.696289
	Iteration 29Q: 3 clusters Score -911646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -911649.000000 Penalty: 4416.696289
	Iteration 30Q: 3 clusters Score -911649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -911649.062500 Penalty: 4416.696289
	Iteration 31Q: 3 clusters Score -911649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -911649.312500 Penalty: 4416.696289
	Iteration 32Q: 3 clusters Score -911649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -911652.250000 Penalty: 4416.696289
	Iteration 33Q: 3 clusters Score -911652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -911652.375000 Penalty: 4416.696289
	Iteration 34Q: 3 clusters Score -911652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -911654.187500 Penalty: 4416.696289
	Iteration 35Q: 3 clusters Score -911654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -911656.625000 Penalty: 4416.696289
	Iteration 36Q: 3 clusters Score -911656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -911656.687500 Penalty: 4416.696289
	Iteration 37Q: 3 clusters Score -911656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -911655.187500 Penalty: 4416.696289
	Iteration 38Q: 3 clusters Score -911655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -911655.187500 Penalty: 4416.696289
	Iteration 39Q: 3 clusters Score -911655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -911658.125000 Penalty: 4416.696289
	Iteration 40F: 3 clusters Score -911658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -911656.562500 Penalty: 4416.696289
	Iteration 41Q: 3 clusters Score -911656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -911657.187500 Penalty: 4416.696289
	Iteration 42Q: 3 clusters Score -911657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -911657.937500 Penalty: 4416.696289
	Iteration 43Q: 3 clusters Score -911657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -911657.812500 Penalty: 4416.696289
	Iteration 44Q: 3 clusters Score -911657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -911659.187500 Penalty: 4416.696289
	Iteration 45Q: 3 clusters Score -911659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -911660.312500 Penalty: 4416.696289
	Iteration 46Q: 3 clusters Score -911660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -911659.187500 Penalty: 4416.696289
	Iteration 47Q: 3 clusters Score -911659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -911659.625000 Penalty: 4416.696289
	Iteration 48Q: 3 clusters Score -911659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -911658.625000 Penalty: 4416.696289
	Iteration 49Q: 3 clusters Score -911658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -911658.625000 Penalty: 4416.696289
	Iteration 50F: 3 clusters Score -911658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -307135.187500 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307135.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -307699.375000 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307699.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -307830.125000 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307830.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -307900.281250 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -307900.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307959.093750 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -307959.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -308003.218750 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -308003.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308038.531250 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308038.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308063.031250 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -308085.250000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308085.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -308106.906250 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308106.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -308121.406250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308121.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -308135.406250 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308135.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -308148.718750 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308148.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -308159.968750 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -308169.093750 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -308176.812500 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -308179.093750 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -308181.312500 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -308182.093750 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -308182.968750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -308183.625000 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -308183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -308183.687500 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -308183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -308184.375000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -308184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -308184.843750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -308184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -308184.968750 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -308185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -308188.500000 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -308188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -308189.062500 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -308189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -308190.468750 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -308190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308191.250000 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -308191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308191.250000 Penalty: 3884.482178
	Iteration 29F: 3 clusters Score -308191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -41259.335938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -41259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39883.089844 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -39883.09 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40290.898438 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -40290.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40586.015625 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -40586.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40879.406250 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -40879.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41145.421875 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -41145.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41365.742188 Penalty: 3176.172607
	Iteration 5F: 3 clusters Score -41365.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41445.105469 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -41445.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41543.265625 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -41543.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41567.027344 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -41567.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41617.593750 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -41617.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41634.191406 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -41634.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41635.988281 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -41635.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41635.988281 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -41635.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 292 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 312 members 
Entering Unmasked Estep 
Score: -134488816.000000 Penalty: 252057.234375
Splitting cluster 51 changes total score from -134490144.000000 to -134488816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -394458.687500 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -394458.7 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 1662 members 
Entering Unmasked Estep 
Score: -390993.281250 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -390993.3 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -391820.156250 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -391820.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392031.750000 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -392031.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392198.937500 Penalty: 4017.529785
	Iteration 3F: 3 clusters Score -392198.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -392345.687500 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -392345.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -392461.843750 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -392461.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -392582.468750 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -392582.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -392720.281250 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -392720.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -392882.718750 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -392882.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -393050.750000 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -393050.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -393266.937500 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -393266.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -393559.781250 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -393559.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -393876.125000 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -393876.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -394187.031250 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -394187 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -394460.593750 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -394460.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -394630.468750 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -394630.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -394704.718750 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -394704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -394720.312500 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -394720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -394726.593750 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -394726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -394733.656250 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -394733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -394737.187500 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -394737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -394738.656250 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -394738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -394738.656250 Penalty: 4017.529785
	Iteration 22F: 3 clusters Score -394738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 1966 members 
Entering Unmasked Estep 
Score: -134489088.000000 Penalty: 252057.234375
Splitting cluster 52 changes total score from -134490144.000000 to -134489088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (239624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239624 members 
Entering Unmasked Estep 
Score: -30086808.000000 Penalty: 3071.932861
	Iteration 0F: 2 clusters Score -3.008681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119969 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -29943554.000000 Penalty: 6143.865723
	Iteration 0F: 3 clusters Score -2.994355e+07 nChanged 115559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -30012210.000000 Penalty: 6143.865723
	Iteration 1F: 3 clusters Score -3.001221e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -30013410.000000 Penalty: 6143.865723
	Iteration 2Q: 3 clusters Score -3.001341e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -30015002.000000 Penalty: 6143.865723
	Iteration 3Q: 3 clusters Score -3.0015e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -30016970.000000 Penalty: 6143.865723
	Iteration 4Q: 3 clusters Score -3.001697e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -30020080.000000 Penalty: 6143.865723
	Iteration 5Q: 3 clusters Score -3.002008e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -30025582.000000 Penalty: 6143.865723
	Iteration 6Q: 3 clusters Score -3.002558e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -30034896.000000 Penalty: 6143.865723
	Iteration 7F: 3 clusters Score -3.00349e+07 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -30047180.000000 Penalty: 6143.865723
	Iteration 8F: 3 clusters Score -3.004718e+07 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200873 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -30060320.000000 Penalty: 6143.865723
	Iteration 9F: 3 clusters Score -3.006032e+07 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215449 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -30071044.000000 Penalty: 6143.865723
	Iteration 10F: 3 clusters Score -3.007104e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225261 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -30076552.000000 Penalty: 6143.865723
	Iteration 11Q: 3 clusters Score -3.007655e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231110 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -30080006.000000 Penalty: 6143.865723
	Iteration 12Q: 3 clusters Score -3.008001e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234438 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -30081740.000000 Penalty: 6143.865723
	Iteration 13Q: 3 clusters Score -3.008174e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236283 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -30082730.000000 Penalty: 6143.865723
	Iteration 14Q: 3 clusters Score -3.008273e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237324 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -30083316.000000 Penalty: 6143.865723
	Iteration 15Q: 3 clusters Score -3.008332e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237926 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -30083528.000000 Penalty: 6143.865723
	Iteration 16Q: 3 clusters Score -3.008353e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238257 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -30083736.000000 Penalty: 6143.865723
	Iteration 17Q: 3 clusters Score -3.008374e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238468 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -30083900.000000 Penalty: 6143.865723
	Iteration 18Q: 3 clusters Score -3.00839e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238619 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -30083952.000000 Penalty: 6143.865723
	Iteration 19Q: 3 clusters Score -3.008395e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238731 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -30084026.000000 Penalty: 6143.865723
	Iteration 20F: 3 clusters Score -3.008403e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238794 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -30084122.000000 Penalty: 6143.865723
	Iteration 21Q: 3 clusters Score -3.008412e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238833 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -30084202.000000 Penalty: 6143.865723
	Iteration 22Q: 3 clusters Score -3.00842e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238856 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -30084194.000000 Penalty: 6143.865723
	Iteration 23Q: 3 clusters Score -3.008419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238879 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -30084222.000000 Penalty: 6143.865723
	Iteration 24Q: 3 clusters Score -3.008422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238892 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -30084236.000000 Penalty: 6143.865723
	Iteration 25Q: 3 clusters Score -3.008424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -30084238.000000 Penalty: 6143.865723
	Iteration 26Q: 3 clusters Score -3.008424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -30084234.000000 Penalty: 6143.865723
	Iteration 27Q: 3 clusters Score -3.008423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238911 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -30084220.000000 Penalty: 6143.865723
	Iteration 28Q: 3 clusters Score -3.008422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -30084224.000000 Penalty: 6143.865723
	Iteration 29Q: 3 clusters Score -3.008422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -30084224.000000 Penalty: 6143.865723
	Iteration 30F: 3 clusters Score -3.008422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1041468.687500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1041469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1034727.687500 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1034728 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1036748.687500 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1036749 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1037486.562500 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1037487 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1038395.750000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1038396 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1039244.312500 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -1039244 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1039852.062500 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -1039852 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1040343.187500 Penalty: 4495.248047
	Iteration 6F: 3 clusters Score -1040343 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1040690.062500 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1040690 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1040986.500000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1040986 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1041218.562500 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1041219 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1041365.187500 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1041365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1041457.875000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1041458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1041520.937500 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1041521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1041563.625000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1041564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1041599.125000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1041599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1041645.562500 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1041646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1041685.437500 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1041685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1041713.000000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1041713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1041734.062500 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1041734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1041743.437500 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1041743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1041751.812500 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1041752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1041754.875000 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1041755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1041759.187500 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1041759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1041768.687500 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1041769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1041777.187500 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1041777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1041797.625000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1041798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1041820.375000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1041820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1041828.812500 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1041829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1041841.375000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1041841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1041852.187500 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1041852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1041869.937500 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1041870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1041885.125000 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1041885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1041896.750000 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1041897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1041898.687500 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1041899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1041899.250000 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1041899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1041900.875000 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1041901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1041902.312500 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -1041902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1041903.062500 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -1041903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1041903.187500 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -1041903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1041903.187500 Penalty: 4495.248047
	Iteration 39F: 3 clusters Score -1041903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 7241 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 1389 members 
Entering Unmasked Estep 
Score: -134489296.000000 Penalty: 252057.234375
Splitting cluster 54 changes total score from -134490144.000000 to -134489296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -423973.968750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -423974 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 1278 members 
Entering Unmasked Estep 
Score: -420985.718750 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -420985.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -421666.343750 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -421666.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -421979.718750 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -421979.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -422386.156250 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -422386.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -422878.312500 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -422878.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -423196.718750 Penalty: 3899.225586
	Iteration 5F: 3 clusters Score -423196.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -423409.968750 Penalty: 3899.225586
	Iteration 6F: 3 clusters Score -423410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -423579.156250 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -423579.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -423703.875000 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -423703.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -423776.781250 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -423776.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -423816.406250 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -423816.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -423841.687500 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -423841.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -423865.250000 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -423865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -423881.843750 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -423881.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -423905.281250 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -423905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423926.593750 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -423926.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -423949.093750 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -423949.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423972.750000 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -423972.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -424000.843750 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -424000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -424016.906250 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -424016.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -424039.156250 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -424039.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -424049.593750 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -424049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -424057.687500 Penalty: 3899.225586
	Iteration 22Q: 3 clusters Score -424057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -424065.687500 Penalty: 3899.225586
	Iteration 23Q: 3 clusters Score -424065.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -424073.187500 Penalty: 3899.225586
	Iteration 24Q: 3 clusters Score -424073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424081.687500 Penalty: 3899.225586
	Iteration 25Q: 3 clusters Score -424081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -424089.062500 Penalty: 3899.225586
	Iteration 26Q: 3 clusters Score -424089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -424091.937500 Penalty: 3899.225586
	Iteration 27Q: 3 clusters Score -424091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -424096.000000 Penalty: 3899.225586
	Iteration 28Q: 3 clusters Score -424096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -424099.843750 Penalty: 3899.225586
	Iteration 29Q: 3 clusters Score -424099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424108.062500 Penalty: 3899.225586
	Iteration 30Q: 3 clusters Score -424108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424119.531250 Penalty: 3899.225586
	Iteration 31Q: 3 clusters Score -424119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424129.531250 Penalty: 3899.225586
	Iteration 32Q: 3 clusters Score -424129.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424140.062500 Penalty: 3899.225586
	Iteration 33Q: 3 clusters Score -424140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -424146.125000 Penalty: 3899.225586
	Iteration 34Q: 3 clusters Score -424146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -424148.968750 Penalty: 3899.225586
	Iteration 35Q: 3 clusters Score -424149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -424152.656250 Penalty: 3899.225586
	Iteration 36Q: 3 clusters Score -424152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424154.656250 Penalty: 3899.225586
	Iteration 37Q: 3 clusters Score -424154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424154.656250 Penalty: 3899.225586
	Iteration 38F: 3 clusters Score -424154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 687 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 1908 members 
Entering Unmasked Estep 
Score: -134488528.000000 Penalty: 252057.234375
Splitting cluster 55 changes total score from -134490144.000000 to -134488528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Entering Unmasked Estep 
Score: -668092.000000 Penalty: 2134.408447
	Iteration 0F: 2 clusters Score -668092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -663295.125000 Penalty: 4268.816895
	Iteration 0F: 3 clusters Score -663295.1 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -664473.062500 Penalty: 4268.816895
	Iteration 1F: 3 clusters Score -664473.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -664702.687500 Penalty: 4268.816895
	Iteration 2F: 3 clusters Score -664702.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -664853.187500 Penalty: 4268.816895
	Iteration 3Q: 3 clusters Score -664853.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -664992.250000 Penalty: 4268.816895
	Iteration 4Q: 3 clusters Score -664992.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -665100.250000 Penalty: 4268.816895
	Iteration 5Q: 3 clusters Score -665100.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -665210.125000 Penalty: 4268.816895
	Iteration 6Q: 3 clusters Score -665210.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -665291.375000 Penalty: 4268.816895
	Iteration 7Q: 3 clusters Score -665291.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -665371.625000 Penalty: 4268.816895
	Iteration 8Q: 3 clusters Score -665371.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -665479.000000 Penalty: 4268.816895
	Iteration 9Q: 3 clusters Score -665479 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -665570.375000 Penalty: 4268.816895
	Iteration 10Q: 3 clusters Score -665570.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -665659.000000 Penalty: 4268.816895
	Iteration 11Q: 3 clusters Score -665659 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -665755.125000 Penalty: 4268.816895
	Iteration 12Q: 3 clusters Score -665755.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -665863.312500 Penalty: 4268.816895
	Iteration 13Q: 3 clusters Score -665863.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -665951.312500 Penalty: 4268.816895
	Iteration 14Q: 3 clusters Score -665951.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -666039.125000 Penalty: 4268.816895
	Iteration 15Q: 3 clusters Score -666039.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -666112.625000 Penalty: 4268.816895
	Iteration 16Q: 3 clusters Score -666112.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -666183.062500 Penalty: 4268.816895
	Iteration 17Q: 3 clusters Score -666183.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -666227.062500 Penalty: 4268.816895
	Iteration 18Q: 3 clusters Score -666227.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -666266.125000 Penalty: 4268.816895
	Iteration 19Q: 3 clusters Score -666266.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -666303.437500 Penalty: 4268.816895
	Iteration 20F: 3 clusters Score -666303.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -666340.625000 Penalty: 4268.816895
	Iteration 21Q: 3 clusters Score -666340.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -666374.937500 Penalty: 4268.816895
	Iteration 22Q: 3 clusters Score -666374.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -666400.375000 Penalty: 4268.816895
	Iteration 23Q: 3 clusters Score -666400.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -666418.875000 Penalty: 4268.816895
	Iteration 24Q: 3 clusters Score -666418.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -666434.812500 Penalty: 4268.816895
	Iteration 25Q: 3 clusters Score -666434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -666452.937500 Penalty: 4268.816895
	Iteration 26Q: 3 clusters Score -666452.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -666465.937500 Penalty: 4268.816895
	Iteration 27Q: 3 clusters Score -666465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -666473.250000 Penalty: 4268.816895
	Iteration 28Q: 3 clusters Score -666473.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -666477.437500 Penalty: 4268.816895
	Iteration 29Q: 3 clusters Score -666477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -666480.625000 Penalty: 4268.816895
	Iteration 30Q: 3 clusters Score -666480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -666484.750000 Penalty: 4268.816895
	Iteration 31Q: 3 clusters Score -666484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -666484.875000 Penalty: 4268.816895
	Iteration 32Q: 3 clusters Score -666484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -666488.312500 Penalty: 4268.816895
	Iteration 33Q: 3 clusters Score -666488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -666491.937500 Penalty: 4268.816895
	Iteration 34Q: 3 clusters Score -666491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -666492.000000 Penalty: 4268.816895
	Iteration 35Q: 3 clusters Score -666492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -666494.375000 Penalty: 4268.816895
	Iteration 36Q: 3 clusters Score -666494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -666498.125000 Penalty: 4268.816895
	Iteration 37Q: 3 clusters Score -666498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -666501.062500 Penalty: 4268.816895
	Iteration 38Q: 3 clusters Score -666501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -666507.812500 Penalty: 4268.816895
	Iteration 39Q: 3 clusters Score -666507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -666521.187500 Penalty: 4268.816895
	Iteration 40F: 3 clusters Score -666521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -666535.937500 Penalty: 4268.816895
	Iteration 41Q: 3 clusters Score -666535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -666546.812500 Penalty: 4268.816895
	Iteration 42Q: 3 clusters Score -666546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -666551.625000 Penalty: 4268.816895
	Iteration 43Q: 3 clusters Score -666551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -666559.500000 Penalty: 4268.816895
	Iteration 44Q: 3 clusters Score -666559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -666563.125000 Penalty: 4268.816895
	Iteration 45Q: 3 clusters Score -666563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -666564.062500 Penalty: 4268.816895
	Iteration 46Q: 3 clusters Score -666564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -666563.000000 Penalty: 4268.816895
	Iteration 47Q: 3 clusters Score -666563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -666563.000000 Penalty: 4268.816895
	Iteration 48Q: 3 clusters Score -666563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -666563.250000 Penalty: 4268.816895
	Iteration 49Q: 3 clusters Score -666563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -666563.250000 Penalty: 4268.816895
	Iteration 50F: 3 clusters Score -666563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -397900.531250 Penalty: 2005.505981
	Iteration 0F: 2 clusters Score -397900.5 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 1641 members 
Entering Unmasked Estep 
Score: -394479.375000 Penalty: 4011.011963
	Iteration 0F: 3 clusters Score -394479.4 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -395153.312500 Penalty: 4011.011963
	Iteration 1F: 3 clusters Score -395153.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -395329.375000 Penalty: 4011.011963
	Iteration 2F: 3 clusters Score -395329.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -395460.812500 Penalty: 4011.011963
	Iteration 3F: 3 clusters Score -395460.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -395561.062500 Penalty: 4011.011963
	Iteration 4Q: 3 clusters Score -395561.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -395660.593750 Penalty: 4011.011963
	Iteration 5Q: 3 clusters Score -395660.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -395749.437500 Penalty: 4011.011963
	Iteration 6Q: 3 clusters Score -395749.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -395821.843750 Penalty: 4011.011963
	Iteration 7Q: 3 clusters Score -395821.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -395889.125000 Penalty: 4011.011963
	Iteration 8Q: 3 clusters Score -395889.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -395953.906250 Penalty: 4011.011963
	Iteration 9Q: 3 clusters Score -395953.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -396020.968750 Penalty: 4011.011963
	Iteration 10Q: 3 clusters Score -396021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -396085.250000 Penalty: 4011.011963
	Iteration 11Q: 3 clusters Score -396085.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -396128.312500 Penalty: 4011.011963
	Iteration 12Q: 3 clusters Score -396128.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -396158.625000 Penalty: 4011.011963
	Iteration 13Q: 3 clusters Score -396158.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -396181.968750 Penalty: 4011.011963
	Iteration 14Q: 3 clusters Score -396182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -396206.625000 Penalty: 4011.011963
	Iteration 15Q: 3 clusters Score -396206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -396223.062500 Penalty: 4011.011963
	Iteration 16Q: 3 clusters Score -396223.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -396234.250000 Penalty: 4011.011963
	Iteration 17Q: 3 clusters Score -396234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -396244.218750 Penalty: 4011.011963
	Iteration 18Q: 3 clusters Score -396244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -396259.312500 Penalty: 4011.011963
	Iteration 19Q: 3 clusters Score -396259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396267.343750 Penalty: 4011.011963
	Iteration 20F: 3 clusters Score -396267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -396273.937500 Penalty: 4011.011963
	Iteration 21Q: 3 clusters Score -396273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -396278.156250 Penalty: 4011.011963
	Iteration 22Q: 3 clusters Score -396278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -396283.937500 Penalty: 4011.011963
	Iteration 23Q: 3 clusters Score -396283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -396288.156250 Penalty: 4011.011963
	Iteration 24Q: 3 clusters Score -396288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -396290.343750 Penalty: 4011.011963
	Iteration 25Q: 3 clusters Score -396290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -396290.406250 Penalty: 4011.011963
	Iteration 26Q: 3 clusters Score -396290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -396290.406250 Penalty: 4011.011963
	Iteration 27F: 3 clusters Score -396290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -890795.750000 Penalty: 2206.218262
	Iteration 0F: 2 clusters Score -890795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -884857.625000 Penalty: 4412.436523
	Iteration 0F: 3 clusters Score -884857.6 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -886501.312500 Penalty: 4412.436523
	Iteration 1F: 3 clusters Score -886501.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -886831.312500 Penalty: 4412.436523
	Iteration 2F: 3 clusters Score -886831.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -887065.750000 Penalty: 4412.436523
	Iteration 3F: 3 clusters Score -887065.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -887232.750000 Penalty: 4412.436523
	Iteration 4Q: 3 clusters Score -887232.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -887369.000000 Penalty: 4412.436523
	Iteration 5Q: 3 clusters Score -887369 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -887491.125000 Penalty: 4412.436523
	Iteration 6Q: 3 clusters Score -887491.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -887612.875000 Penalty: 4412.436523
	Iteration 7Q: 3 clusters Score -887612.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -887712.812500 Penalty: 4412.436523
	Iteration 8Q: 3 clusters Score -887712.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -887820.312500 Penalty: 4412.436523
	Iteration 9Q: 3 clusters Score -887820.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -887939.937500 Penalty: 4412.436523
	Iteration 10Q: 3 clusters Score -887939.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -888081.125000 Penalty: 4412.436523
	Iteration 11Q: 3 clusters Score -888081.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -888230.625000 Penalty: 4412.436523
	Iteration 12Q: 3 clusters Score -888230.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -888388.500000 Penalty: 4412.436523
	Iteration 13Q: 3 clusters Score -888388.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -888550.875000 Penalty: 4412.436523
	Iteration 14Q: 3 clusters Score -888550.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -888686.375000 Penalty: 4412.436523
	Iteration 15Q: 3 clusters Score -888686.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -888797.000000 Penalty: 4412.436523
	Iteration 16Q: 3 clusters Score -888797 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -888886.437500 Penalty: 4412.436523
	Iteration 17Q: 3 clusters Score -888886.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -888955.437500 Penalty: 4412.436523
	Iteration 18Q: 3 clusters Score -888955.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -889007.937500 Penalty: 4412.436523
	Iteration 19Q: 3 clusters Score -889007.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -889049.062500 Penalty: 4412.436523
	Iteration 20F: 3 clusters Score -889049.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -889088.625000 Penalty: 4412.436523
	Iteration 21Q: 3 clusters Score -889088.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -889113.375000 Penalty: 4412.436523
	Iteration 22Q: 3 clusters Score -889113.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -889132.687500 Penalty: 4412.436523
	Iteration 23Q: 3 clusters Score -889132.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -889156.000000 Penalty: 4412.436523
	Iteration 24Q: 3 clusters Score -889156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -889168.375000 Penalty: 4412.436523
	Iteration 25Q: 3 clusters Score -889168.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -889184.125000 Penalty: 4412.436523
	Iteration 26Q: 3 clusters Score -889184.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -889192.437500 Penalty: 4412.436523
	Iteration 27Q: 3 clusters Score -889192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -889199.000000 Penalty: 4412.436523
	Iteration 28Q: 3 clusters Score -889199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -889201.500000 Penalty: 4412.436523
	Iteration 29Q: 3 clusters Score -889201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -889205.375000 Penalty: 4412.436523
	Iteration 30Q: 3 clusters Score -889205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -889209.812500 Penalty: 4412.436523
	Iteration 31Q: 3 clusters Score -889209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -889209.812500 Penalty: 4412.436523
	Iteration 32Q: 3 clusters Score -889209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -889210.937500 Penalty: 4412.436523
	Iteration 33Q: 3 clusters Score -889210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -889212.312500 Penalty: 4412.436523
	Iteration 34Q: 3 clusters Score -889212.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -889217.875000 Penalty: 4412.436523
	Iteration 35Q: 3 clusters Score -889217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -889223.687500 Penalty: 4412.436523
	Iteration 36Q: 3 clusters Score -889223.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -889226.562500 Penalty: 4412.436523
	Iteration 37Q: 3 clusters Score -889226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -889229.625000 Penalty: 4412.436523
	Iteration 38Q: 3 clusters Score -889229.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -889236.187500 Penalty: 4412.436523
	Iteration 39Q: 3 clusters Score -889236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -889239.750000 Penalty: 4412.436523
	Iteration 40F: 3 clusters Score -889239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -889246.625000 Penalty: 4412.436523
	Iteration 41Q: 3 clusters Score -889246.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -889254.250000 Penalty: 4412.436523
	Iteration 42Q: 3 clusters Score -889254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -889255.875000 Penalty: 4412.436523
	Iteration 43Q: 3 clusters Score -889255.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -889259.250000 Penalty: 4412.436523
	Iteration 44Q: 3 clusters Score -889259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -889262.000000 Penalty: 4412.436523
	Iteration 45Q: 3 clusters Score -889262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -889266.187500 Penalty: 4412.436523
	Iteration 46Q: 3 clusters Score -889266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -889268.625000 Penalty: 4412.436523
	Iteration 47Q: 3 clusters Score -889268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -889270.937500 Penalty: 4412.436523
	Iteration 48Q: 3 clusters Score -889270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -889271.125000 Penalty: 4412.436523
	Iteration 49Q: 3 clusters Score -889271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -889274.875000 Penalty: 4412.436523
	Iteration 50Q: 3 clusters Score -889274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -889275.000000 Penalty: 4412.436523
	Iteration 51Q: 3 clusters Score -889275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -889275.375000 Penalty: 4412.436523
	Iteration 52Q: 3 clusters Score -889275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -889277.562500 Penalty: 4412.436523
	Iteration 53Q: 3 clusters Score -889277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -889277.250000 Penalty: 4412.436523
	Iteration 54Q: 3 clusters Score -889277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -889279.375000 Penalty: 4412.436523
	Iteration 55Q: 3 clusters Score -889279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -889282.437500 Penalty: 4412.436523
	Iteration 56Q: 3 clusters Score -889282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -889282.437500 Penalty: 4412.436523
	Iteration 57Q: 3 clusters Score -889282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -889284.062500 Penalty: 4412.436523
	Iteration 58Q: 3 clusters Score -889284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -889289.000000 Penalty: 4412.436523
	Iteration 59Q: 3 clusters Score -889289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -889293.125000 Penalty: 4412.436523
	Iteration 60F: 3 clusters Score -889293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -889300.562500 Penalty: 4412.436523
	Iteration 61Q: 3 clusters Score -889300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -889301.750000 Penalty: 4412.436523
	Iteration 62Q: 3 clusters Score -889301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -889304.437500 Penalty: 4412.436523
	Iteration 63Q: 3 clusters Score -889304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -889308.250000 Penalty: 4412.436523
	Iteration 64Q: 3 clusters Score -889308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -889310.500000 Penalty: 4412.436523
	Iteration 65Q: 3 clusters Score -889310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -889313.437500 Penalty: 4412.436523
	Iteration 66Q: 3 clusters Score -889313.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -889316.000000 Penalty: 4412.436523
	Iteration 67Q: 3 clusters Score -889316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -889319.250000 Penalty: 4412.436523
	Iteration 68Q: 3 clusters Score -889319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -889323.875000 Penalty: 4412.436523
	Iteration 69Q: 3 clusters Score -889323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -889325.437500 Penalty: 4412.436523
	Iteration 70Q: 3 clusters Score -889325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -889328.625000 Penalty: 4412.436523
	Iteration 71Q: 3 clusters Score -889328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -889328.375000 Penalty: 4412.436523
	Iteration 72Q: 3 clusters Score -889328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -889331.812500 Penalty: 4412.436523
	Iteration 73Q: 3 clusters Score -889331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -889332.062500 Penalty: 4412.436523
	Iteration 74Q: 3 clusters Score -889332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -889332.437500 Penalty: 4412.436523
	Iteration 75Q: 3 clusters Score -889332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -889333.250000 Penalty: 4412.436523
	Iteration 76Q: 3 clusters Score -889333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -889334.500000 Penalty: 4412.436523
	Iteration 77Q: 3 clusters Score -889334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -889334.500000 Penalty: 4412.436523
	Iteration 78F: 3 clusters Score -889334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -508618.343750 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -508618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -504734.687500 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -504734.7 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -505693.687500 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -505693.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -505974.250000 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -505974.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -506190.750000 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -506190.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -506350.718750 Penalty: 4132.227539
	Iteration 4F: 3 clusters Score -506350.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -506466.656250 Penalty: 4132.227539
	Iteration 5Q: 3 clusters Score -506466.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506539.562500 Penalty: 4132.227539
	Iteration 6Q: 3 clusters Score -506539.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -506592.218750 Penalty: 4132.227539
	Iteration 7Q: 3 clusters Score -506592.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -506640.531250 Penalty: 4132.227539
	Iteration 8Q: 3 clusters Score -506640.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -506697.031250 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -506697 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -506756.625000 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -506756.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -506818.156250 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -506818.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -506879.718750 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -506879.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -506939.187500 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -506939.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -506978.531250 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -506978.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -507014.781250 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -507014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -507052.031250 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -507052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -507092.218750 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -507092.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -507126.906250 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -507126.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -507169.375000 Penalty: 4132.227539
	Iteration 19Q: 3 clusters Score -507169.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -507189.250000 Penalty: 4132.227539
	Iteration 20F: 3 clusters Score -507189.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -507210.093750 Penalty: 4132.227539
	Iteration 21Q: 3 clusters Score -507210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -507227.781250 Penalty: 4132.227539
	Iteration 22Q: 3 clusters Score -507227.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -507251.281250 Penalty: 4132.227539
	Iteration 23Q: 3 clusters Score -507251.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -507270.656250 Penalty: 4132.227539
	Iteration 24Q: 3 clusters Score -507270.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -507294.812500 Penalty: 4132.227539
	Iteration 25Q: 3 clusters Score -507294.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -507320.187500 Penalty: 4132.227539
	Iteration 26Q: 3 clusters Score -507320.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -507343.125000 Penalty: 4132.227539
	Iteration 27Q: 3 clusters Score -507343.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -507366.468750 Penalty: 4132.227539
	Iteration 28Q: 3 clusters Score -507366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -507377.593750 Penalty: 4132.227539
	Iteration 29Q: 3 clusters Score -507377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -507389.562500 Penalty: 4132.227539
	Iteration 30Q: 3 clusters Score -507389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -507393.781250 Penalty: 4132.227539
	Iteration 31Q: 3 clusters Score -507393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -507397.687500 Penalty: 4132.227539
	Iteration 32Q: 3 clusters Score -507397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -507397.593750 Penalty: 4132.227539
	Iteration 33Q: 3 clusters Score -507397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -507397.593750 Penalty: 4132.227539
	Iteration 34F: 3 clusters Score -507397.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -423868.406250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -423868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -420297.875000 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -420297.9 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -421082.156250 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -421082.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -421313.656250 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -421313.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421450.812500 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -421450.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -421539.281250 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -421539.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421599.125000 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -421599.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -421641.875000 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -421641.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -421678.843750 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -421678.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -421713.281250 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -421713.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -421757.562500 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -421757.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -421813.062500 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -421813.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -421880.250000 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -421880.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -421938.000000 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -421938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -421985.500000 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -421985.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -422034.187500 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -422034.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -422069.656250 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -422069.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -422098.718750 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -422098.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -422130.937500 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -422130.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -422160.156250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -422160.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -422185.093750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -422185.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -422208.562500 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -422208.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -422231.437500 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -422231.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -422254.156250 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -422254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -422271.843750 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -422271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -422286.906250 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -422286.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -422303.312500 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -422303.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -422316.281250 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -422316.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -422322.531250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -422322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -422330.875000 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -422330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -422340.531250 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -422340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -422347.437500 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -422347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -422352.125000 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -422352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -422355.562500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -422355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -422360.750000 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -422360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -422370.187500 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -422370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -422376.468750 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -422376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -422383.750000 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -422383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -422391.062500 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -422391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -422395.281250 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -422395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -422396.156250 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -422396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -422397.687500 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -422397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -422398.000000 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -422398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -422399.187500 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -422399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -422399.406250 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -422399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -422399.406250 Penalty: 4039.904541
	Iteration 44F: 3 clusters Score -422399.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Entering Unmasked Estep 
Score: -1533076.250000 Penalty: 2333.844971
	Iteration 0F: 2 clusters Score -1533076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1523959.125000 Penalty: 4667.689941
	Iteration 0F: 3 clusters Score -1523959 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1526764.875000 Penalty: 4667.689941
	Iteration 1F: 3 clusters Score -1526765 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1527105.250000 Penalty: 4667.689941
	Iteration 2F: 3 clusters Score -1527105 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1527383.750000 Penalty: 4667.689941
	Iteration 3F: 3 clusters Score -1527384 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1527645.875000 Penalty: 4667.689941
	Iteration 4Q: 3 clusters Score -1527646 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1527915.875000 Penalty: 4667.689941
	Iteration 5Q: 3 clusters Score -1527916 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1528175.125000 Penalty: 4667.689941
	Iteration 6Q: 3 clusters Score -1528175 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1528475.125000 Penalty: 4667.689941
	Iteration 7Q: 3 clusters Score -1528475 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1528823.125000 Penalty: 4667.689941
	Iteration 8Q: 3 clusters Score -1528823 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1529235.625000 Penalty: 4667.689941
	Iteration 9Q: 3 clusters Score -1529236 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1529630.625000 Penalty: 4667.689941
	Iteration 10Q: 3 clusters Score -1529631 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1529978.250000 Penalty: 4667.689941
	Iteration 11Q: 3 clusters Score -1529978 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1530287.625000 Penalty: 4667.689941
	Iteration 12Q: 3 clusters Score -1530288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1530545.000000 Penalty: 4667.689941
	Iteration 13Q: 3 clusters Score -1530545 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1530755.750000 Penalty: 4667.689941
	Iteration 14Q: 3 clusters Score -1530756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1530870.750000 Penalty: 4667.689941
	Iteration 15Q: 3 clusters Score -1530871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1530944.500000 Penalty: 4667.689941
	Iteration 16Q: 3 clusters Score -1530944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1531001.250000 Penalty: 4667.689941
	Iteration 17Q: 3 clusters Score -1531001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1531046.250000 Penalty: 4667.689941
	Iteration 18Q: 3 clusters Score -1531046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1531091.875000 Penalty: 4667.689941
	Iteration 19Q: 3 clusters Score -1531092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1531116.875000 Penalty: 4667.689941
	Iteration 20F: 3 clusters Score -1531117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1531151.125000 Penalty: 4667.689941
	Iteration 21Q: 3 clusters Score -1531151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1531172.000000 Penalty: 4667.689941
	Iteration 22Q: 3 clusters Score -1531172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1531191.375000 Penalty: 4667.689941
	Iteration 23Q: 3 clusters Score -1531191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1531199.125000 Penalty: 4667.689941
	Iteration 24Q: 3 clusters Score -1531199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1531202.625000 Penalty: 4667.689941
	Iteration 25Q: 3 clusters Score -1531203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1531207.625000 Penalty: 4667.689941
	Iteration 26Q: 3 clusters Score -1531208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1531212.000000 Penalty: 4667.689941
	Iteration 27Q: 3 clusters Score -1531212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1531216.125000 Penalty: 4667.689941
	Iteration 28Q: 3 clusters Score -1531216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1531216.500000 Penalty: 4667.689941
	Iteration 29Q: 3 clusters Score -1531216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1531215.750000 Penalty: 4667.689941
	Iteration 30Q: 3 clusters Score -1531216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1531215.750000 Penalty: 4667.689941
	Iteration 31F: 3 clusters Score -1531216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -388982.468750 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -388982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -385367.250000 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -385367.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -386383.718750 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -386383.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -386692.093750 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -386692.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -386931.625000 Penalty: 4072.221436
	Iteration 3F: 3 clusters Score -386931.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387132.062500 Penalty: 4072.221436
	Iteration 4F: 3 clusters Score -387132.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -387322.937500 Penalty: 4072.221436
	Iteration 5F: 3 clusters Score -387322.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -387502.906250 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -387502.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -387657.562500 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -387657.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -387884.718750 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -387884.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -388132.687500 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -388132.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -388374.843750 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -388374.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -388532.531250 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -388532.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -388650.656250 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -388650.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -388705.156250 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -388705.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -388740.343750 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -388740.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -388763.281250 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -388763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -388791.531250 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -388791.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -388834.250000 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -388834.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -388871.531250 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -388871.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -388904.031250 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -388904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388943.125000 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -388943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -388970.218750 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -388970.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388987.906250 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -388987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -388998.656250 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -388998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -389009.968750 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -389010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -389013.625000 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -389013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -389017.968750 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -389018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -389017.968750 Penalty: 4072.221436
	Iteration 27F: 3 clusters Score -389018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 836 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 2842 members 
Entering Unmasked Estep 
Score: -134488752.000000 Penalty: 252057.234375
Splitting cluster 62 changes total score from -134490144.000000 to -134488752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -406501.437500 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -406501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -403044.312500 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -403044.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -403777.937500 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -403777.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -403959.343750 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -403959.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -404062.906250 Penalty: 4024.259277
	Iteration 3Q: 3 clusters Score -404062.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -404124.750000 Penalty: 4024.259277
	Iteration 4Q: 3 clusters Score -404124.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -404162.750000 Penalty: 4024.259277
	Iteration 5Q: 3 clusters Score -404162.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -404189.468750 Penalty: 4024.259277
	Iteration 6Q: 3 clusters Score -404189.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -404214.062500 Penalty: 4024.259277
	Iteration 7Q: 3 clusters Score -404214.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -404235.093750 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -404235.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -404254.062500 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -404254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -404267.906250 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -404267.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -404278.750000 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -404278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -404291.500000 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -404291.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -404308.000000 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -404308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -404322.906250 Penalty: 4024.259277
	Iteration 14Q: 3 clusters Score -404322.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -404331.937500 Penalty: 4024.259277
	Iteration 15Q: 3 clusters Score -404331.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -404344.937500 Penalty: 4024.259277
	Iteration 16Q: 3 clusters Score -404344.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -404358.500000 Penalty: 4024.259277
	Iteration 17Q: 3 clusters Score -404358.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -404369.343750 Penalty: 4024.259277
	Iteration 18Q: 3 clusters Score -404369.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -404382.906250 Penalty: 4024.259277
	Iteration 19Q: 3 clusters Score -404382.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -404396.843750 Penalty: 4024.259277
	Iteration 20F: 3 clusters Score -404396.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -404418.593750 Penalty: 4024.259277
	Iteration 21Q: 3 clusters Score -404418.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -404435.468750 Penalty: 4024.259277
	Iteration 22Q: 3 clusters Score -404435.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -404452.656250 Penalty: 4024.259277
	Iteration 23Q: 3 clusters Score -404452.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -404469.093750 Penalty: 4024.259277
	Iteration 24Q: 3 clusters Score -404469.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -404484.593750 Penalty: 4024.259277
	Iteration 25Q: 3 clusters Score -404484.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -404498.625000 Penalty: 4024.259277
	Iteration 26Q: 3 clusters Score -404498.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -404509.156250 Penalty: 4024.259277
	Iteration 27Q: 3 clusters Score -404509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -404521.375000 Penalty: 4024.259277
	Iteration 28Q: 3 clusters Score -404521.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -404532.562500 Penalty: 4024.259277
	Iteration 29Q: 3 clusters Score -404532.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -404546.593750 Penalty: 4024.259277
	Iteration 30Q: 3 clusters Score -404546.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -404558.000000 Penalty: 4024.259277
	Iteration 31Q: 3 clusters Score -404558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -404574.187500 Penalty: 4024.259277
	Iteration 32Q: 3 clusters Score -404574.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -404594.125000 Penalty: 4024.259277
	Iteration 33Q: 3 clusters Score -404594.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -404610.187500 Penalty: 4024.259277
	Iteration 34Q: 3 clusters Score -404610.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -404621.375000 Penalty: 4024.259277
	Iteration 35Q: 3 clusters Score -404621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -404627.906250 Penalty: 4024.259277
	Iteration 36Q: 3 clusters Score -404627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -404636.000000 Penalty: 4024.259277
	Iteration 37Q: 3 clusters Score -404636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -404645.312500 Penalty: 4024.259277
	Iteration 38Q: 3 clusters Score -404645.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -404655.125000 Penalty: 4024.259277
	Iteration 39Q: 3 clusters Score -404655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -404661.906250 Penalty: 4024.259277
	Iteration 40F: 3 clusters Score -404661.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -404670.875000 Penalty: 4024.259277
	Iteration 41Q: 3 clusters Score -404670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -404678.468750 Penalty: 4024.259277
	Iteration 42Q: 3 clusters Score -404678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -404685.781250 Penalty: 4024.259277
	Iteration 43Q: 3 clusters Score -404685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -404689.000000 Penalty: 4024.259277
	Iteration 44Q: 3 clusters Score -404689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -404692.500000 Penalty: 4024.259277
	Iteration 45Q: 3 clusters Score -404692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -404696.531250 Penalty: 4024.259277
	Iteration 46Q: 3 clusters Score -404696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -404700.093750 Penalty: 4024.259277
	Iteration 47Q: 3 clusters Score -404700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -404706.062500 Penalty: 4024.259277
	Iteration 48Q: 3 clusters Score -404706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -404712.062500 Penalty: 4024.259277
	Iteration 49Q: 3 clusters Score -404712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -404718.625000 Penalty: 4024.259277
	Iteration 50Q: 3 clusters Score -404718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -404722.687500 Penalty: 4024.259277
	Iteration 51Q: 3 clusters Score -404722.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -404727.781250 Penalty: 4024.259277
	Iteration 52Q: 3 clusters Score -404727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -404731.593750 Penalty: 4024.259277
	Iteration 53Q: 3 clusters Score -404731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -404734.593750 Penalty: 4024.259277
	Iteration 54Q: 3 clusters Score -404734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -404739.437500 Penalty: 4024.259277
	Iteration 55Q: 3 clusters Score -404739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -404741.375000 Penalty: 4024.259277
	Iteration 56Q: 3 clusters Score -404741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -404744.250000 Penalty: 4024.259277
	Iteration 57Q: 3 clusters Score -404744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -404745.750000 Penalty: 4024.259277
	Iteration 58Q: 3 clusters Score -404745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -404747.656250 Penalty: 4024.259277
	Iteration 59Q: 3 clusters Score -404747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -404751.968750 Penalty: 4024.259277
	Iteration 60F: 3 clusters Score -404752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -404757.812500 Penalty: 4024.259277
	Iteration 61Q: 3 clusters Score -404757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -404763.968750 Penalty: 4024.259277
	Iteration 62Q: 3 clusters Score -404764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -404769.406250 Penalty: 4024.259277
	Iteration 63Q: 3 clusters Score -404769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -404771.812500 Penalty: 4024.259277
	Iteration 64Q: 3 clusters Score -404771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -404775.531250 Penalty: 4024.259277
	Iteration 65Q: 3 clusters Score -404775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404779.187500 Penalty: 4024.259277
	Iteration 66Q: 3 clusters Score -404779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -404783.781250 Penalty: 4024.259277
	Iteration 67Q: 3 clusters Score -404783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -404785.468750 Penalty: 4024.259277
	Iteration 68Q: 3 clusters Score -404785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404788.218750 Penalty: 4024.259277
	Iteration 69Q: 3 clusters Score -404788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -404791.843750 Penalty: 4024.259277
	Iteration 70Q: 3 clusters Score -404791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -404795.125000 Penalty: 4024.259277
	Iteration 71Q: 3 clusters Score -404795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -404798.750000 Penalty: 4024.259277
	Iteration 72Q: 3 clusters Score -404798.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404802.812500 Penalty: 4024.259277
	Iteration 73Q: 3 clusters Score -404802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404804.125000 Penalty: 4024.259277
	Iteration 74Q: 3 clusters Score -404804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -404804.125000 Penalty: 4024.259277
	Iteration 75F: 3 clusters Score -404804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177140.906250 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -177140.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177529.953125 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -177687.906250 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177687.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177782.453125 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -177782.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177841.640625 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177887.359375 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177887.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177931.687500 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -177931.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177995.359375 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -177995.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -178033.250000 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -178033.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178065.062500 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -178065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178092.109375 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -178092.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178120.859375 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -178120.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178149.859375 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -178149.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178170.406250 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -178170.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178181.312500 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -178181.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178194.687500 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -178194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178203.828125 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -178203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178220.500000 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -178220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178232.546875 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -178232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -178241.031250 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -178241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178245.968750 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -178246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178249.265625 Penalty: 3634.253174
	Iteration 21Q: 3 clusters Score -178249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178254.359375 Penalty: 3634.253174
	Iteration 22Q: 3 clusters Score -178254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -178260.453125 Penalty: 3634.253174
	Iteration 23Q: 3 clusters Score -178260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -178267.062500 Penalty: 3634.253174
	Iteration 24Q: 3 clusters Score -178267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178269.828125 Penalty: 3634.253174
	Iteration 25Q: 3 clusters Score -178269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178274.437500 Penalty: 3634.253174
	Iteration 26Q: 3 clusters Score -178274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178276.859375 Penalty: 3634.253174
	Iteration 27Q: 3 clusters Score -178276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178282.015625 Penalty: 3634.253174
	Iteration 28Q: 3 clusters Score -178282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178286.765625 Penalty: 3634.253174
	Iteration 29Q: 3 clusters Score -178286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -178289.515625 Penalty: 3634.253174
	Iteration 30Q: 3 clusters Score -178289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178291.968750 Penalty: 3634.253174
	Iteration 31Q: 3 clusters Score -178292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178294.890625 Penalty: 3634.253174
	Iteration 32Q: 3 clusters Score -178294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178301.500000 Penalty: 3634.253174
	Iteration 33Q: 3 clusters Score -178301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -178304.687500 Penalty: 3634.253174
	Iteration 34Q: 3 clusters Score -178304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178306.843750 Penalty: 3634.253174
	Iteration 35Q: 3 clusters Score -178306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178306.843750 Penalty: 3634.253174
	Iteration 36F: 3 clusters Score -178306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -422967.781250 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -422967.8 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 1329 members 
Entering Unmasked Estep 
Score: -419976.000000 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -419976 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -420766.812500 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -420766.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -421090.468750 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -421090.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -421289.343750 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -421289.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -421449.031250 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -421449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -421605.812500 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -421605.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -421735.906250 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -421735.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -421832.406250 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -421832.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -421914.000000 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -421914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -421994.125000 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -421994.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -422061.406250 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -422061.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -422105.750000 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -422105.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -422135.343750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -422135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -422160.562500 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -422160.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -422190.250000 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -422190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -422203.437500 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -422203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -422212.500000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -422212.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -422221.281250 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -422221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -422228.437500 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -422228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -422235.437500 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -422235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -422238.437500 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -422238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -422243.937500 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -422243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -422245.187500 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -422245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -422246.781250 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -422246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -422247.968750 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -422248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -422247.968750 Penalty: 3900.752197
	Iteration 25F: 3 clusters Score -422248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -1417819.500000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -1417820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1409263.000000 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -1409263 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1411789.125000 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -1411789 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1412063.750000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -1412064 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1412258.625000 Penalty: 4633.405762
	Iteration 3Q: 3 clusters Score -1412259 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1412403.000000 Penalty: 4633.405762
	Iteration 4Q: 3 clusters Score -1412403 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1412542.625000 Penalty: 4633.405762
	Iteration 5Q: 3 clusters Score -1412543 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1412673.125000 Penalty: 4633.405762
	Iteration 6Q: 3 clusters Score -1412673 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1412792.125000 Penalty: 4633.405762
	Iteration 7Q: 3 clusters Score -1412792 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1412938.250000 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -1412938 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1413121.875000 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -1413122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1413341.125000 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -1413341 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1413621.250000 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -1413621 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1413943.750000 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -1413944 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1414283.500000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -1414284 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1414627.875000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -1414628 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1414951.125000 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -1414951 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1415242.875000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -1415243 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1415434.500000 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -1415434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1415540.500000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -1415540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1415643.000000 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -1415643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1415703.000000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -1415703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1415741.375000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -1415741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1415762.625000 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -1415763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1415785.250000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -1415785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1415797.750000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -1415798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1415807.500000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -1415808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1415815.125000 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -1415815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1415821.500000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -1415822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1415826.000000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -1415826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1415832.750000 Penalty: 4633.405762
	Iteration 29Q: 3 clusters Score -1415833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1415834.375000 Penalty: 4633.405762
	Iteration 30Q: 3 clusters Score -1415834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1415834.750000 Penalty: 4633.405762
	Iteration 31Q: 3 clusters Score -1415835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1415836.875000 Penalty: 4633.405762
	Iteration 32Q: 3 clusters Score -1415837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1415840.875000 Penalty: 4633.405762
	Iteration 33Q: 3 clusters Score -1415841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1415846.625000 Penalty: 4633.405762
	Iteration 34Q: 3 clusters Score -1415847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1415853.500000 Penalty: 4633.405762
	Iteration 35Q: 3 clusters Score -1415854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1415855.375000 Penalty: 4633.405762
	Iteration 36Q: 3 clusters Score -1415855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1415860.375000 Penalty: 4633.405762
	Iteration 37Q: 3 clusters Score -1415860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1415868.625000 Penalty: 4633.405762
	Iteration 38Q: 3 clusters Score -1415869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1415871.750000 Penalty: 4633.405762
	Iteration 39Q: 3 clusters Score -1415872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1415876.750000 Penalty: 4633.405762
	Iteration 40F: 3 clusters Score -1415877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1415877.375000 Penalty: 4633.405762
	Iteration 41Q: 3 clusters Score -1415877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1415880.750000 Penalty: 4633.405762
	Iteration 42Q: 3 clusters Score -1415881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1415880.375000 Penalty: 4633.405762
	Iteration 43Q: 3 clusters Score -1415880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1415882.250000 Penalty: 4633.405762
	Iteration 44Q: 3 clusters Score -1415882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1415882.750000 Penalty: 4633.405762
	Iteration 45Q: 3 clusters Score -1415883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1415884.625000 Penalty: 4633.405762
	Iteration 46Q: 3 clusters Score -1415885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1415888.125000 Penalty: 4633.405762
	Iteration 47Q: 3 clusters Score -1415888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1415888.125000 Penalty: 4633.405762
	Iteration 48F: 3 clusters Score -1415888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 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 206 members 
Entering Unmasked Estep 
Score: -40638.250000 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40638.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40888.367188 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -40888.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40964.402344 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -40964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41038.476562 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -41038.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41085.714844 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -41085.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41150.042969 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -41150.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41165.128906 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41165.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41173.347656 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41173.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41173.347656 Penalty: 3012.230225
	Iteration 8F: 3 clusters Score -41173.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -208929.531250 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -208929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206472.984375 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -206473 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206882.656250 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -206882.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206975.609375 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -206975.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207028.546875 Penalty: 3695.815674
	Iteration 3Q: 3 clusters Score -207028.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -207065.859375 Penalty: 3695.815674
	Iteration 4Q: 3 clusters Score -207065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207084.187500 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -207084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -207094.437500 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -207094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207101.609375 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -207101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207108.765625 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -207108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -207115.328125 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -207115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207120.078125 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -207120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -207122.968750 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -207123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -207124.812500 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -207124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -207126.437500 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -207126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -207130.296875 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -207130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -207132.609375 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -207132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -207134.484375 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -207134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -207135.375000 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -207135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -207135.375000 Penalty: 3695.815674
	Iteration 18F: 3 clusters Score -207135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -609815.812500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -609815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -605307.937500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -605307.9 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -606343.187500 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -606343.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -606584.125000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -606584.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -606750.437500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -606750.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -606876.437500 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -606876.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -606976.312500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -606976.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -607053.750000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -607053.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -607143.500000 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -607143.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -607217.312500 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -607217.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -607296.562500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -607296.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -607364.687500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -607364.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -607421.750000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -607421.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -607463.812500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -607463.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -607503.187500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -607503.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -607533.062500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -607533.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -607566.187500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -607566.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -607587.875000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -607587.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -607602.687500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -607602.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -607619.375000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -607619.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -607639.562500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -607639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -607655.187500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -607655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -607673.125000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -607673.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -607687.250000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -607687.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -607702.062500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -607702.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -607717.375000 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -607717.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -607732.125000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -607732.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -607741.062500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -607741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -607749.562500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -607749.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -607757.500000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -607757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -607768.687500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -607768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -607778.000000 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -607778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -607786.250000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -607786.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -607795.875000 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -607795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -607808.125000 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -607808.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -607820.875000 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -607820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -607833.250000 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -607833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -607842.812500 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -607842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -607853.312500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -607853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -607860.000000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -607860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -607872.312500 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -607872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -607880.437500 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -607880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -607884.125000 Penalty: 4224.329590
	Iteration 41Q: 3 clusters Score -607884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -607890.562500 Penalty: 4224.329590
	Iteration 42Q: 3 clusters Score -607890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -607898.187500 Penalty: 4224.329590
	Iteration 43Q: 3 clusters Score -607898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -607903.437500 Penalty: 4224.329590
	Iteration 44Q: 3 clusters Score -607903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -607905.437500 Penalty: 4224.329590
	Iteration 45Q: 3 clusters Score -607905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -607907.375000 Penalty: 4224.329590
	Iteration 46Q: 3 clusters Score -607907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -607910.937500 Penalty: 4224.329590
	Iteration 47Q: 3 clusters Score -607910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -607910.437500 Penalty: 4224.329590
	Iteration 48Q: 3 clusters Score -607910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -607913.312500 Penalty: 4224.329590
	Iteration 49Q: 3 clusters Score -607913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -607913.562500 Penalty: 4224.329590
	Iteration 50Q: 3 clusters Score -607913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -607913.562500 Penalty: 4224.329590
	Iteration 51F: 3 clusters Score -607913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -646406.812500 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -646406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -642721.875000 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -642721.9 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -644978.687500 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -644978.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -646490.375000 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -646490.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -647256.875000 Penalty: 4119.520020
	Iteration 3F: 3 clusters Score -647256.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -647492.562500 Penalty: 4119.520020
	Iteration 4F: 3 clusters Score -647492.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -647576.625000 Penalty: 4119.520020
	Iteration 5Q: 3 clusters Score -647576.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -647617.750000 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -647617.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -647637.000000 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -647637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -647649.000000 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -647649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -647654.062500 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -647654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -647658.875000 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -647658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -647660.000000 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -647660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -647660.437500 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -647660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -647663.312500 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -647663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -647663.312500 Penalty: 4119.520020
	Iteration 14F: 3 clusters Score -647663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 1760 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 2286 members 
Entering Unmasked Estep 
Score: -134489840.000000 Penalty: 252057.234375
Splitting cluster 70 changes total score from -134490144.000000 to -134489840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -130030.078125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -130030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -128239.773438 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -128239.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128589.539062 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -128589.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128767.382812 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -128767.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -129037.296875 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -129037.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -129258.304688 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -129258.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129433.554688 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -129433.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -129579.656250 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -129579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -129730.453125 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -129730.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -129852.968750 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -129853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -129945.851562 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -129945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -130044.765625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -130044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -130077.734375 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -130077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -130080.960938 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -130081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -130084.195312 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -130084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -130084.195312 Penalty: 3322.340820
	Iteration 14F: 3 clusters Score -130084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 581 members 
Mstep: Class 72 contains 3212 members 
Mstep: Class 73 contains 230 members 
Entering Unmasked Estep 
Score: -134488416.000000 Penalty: 252057.234375
Splitting cluster 71 changes total score from -134490144.000000 to -134488416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -396811.968750 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -396812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -393411.625000 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -393411.6 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -394151.625000 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -394151.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -394336.843750 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -394336.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -394445.187500 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -394445.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -394507.125000 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -394507.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -394559.687500 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -394559.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -394595.750000 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -394595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -394619.437500 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -394619.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -394638.937500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -394638.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -394655.093750 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -394655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -394668.218750 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -394668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -394679.562500 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -394679.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -394690.781250 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -394690.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -394700.750000 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -394700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -394708.437500 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -394708.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -394715.875000 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -394715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -394723.093750 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -394723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -394731.000000 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -394731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -394736.906250 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -394736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -394739.312500 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -394739.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -394743.281250 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -394743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -394747.468750 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -394747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -394752.250000 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -394752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -394757.906250 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -394757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -394761.750000 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -394761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -394767.437500 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -394767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -394772.593750 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -394772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -394777.437500 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -394777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -394781.281250 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -394781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -394785.875000 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -394785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -394789.000000 Penalty: 4005.025879
	Iteration 30Q: 3 clusters Score -394789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -394793.375000 Penalty: 4005.025879
	Iteration 31Q: 3 clusters Score -394793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -394797.937500 Penalty: 4005.025879
	Iteration 32Q: 3 clusters Score -394797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -394804.250000 Penalty: 4005.025879
	Iteration 33Q: 3 clusters Score -394804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -394808.375000 Penalty: 4005.025879
	Iteration 34Q: 3 clusters Score -394808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -394810.125000 Penalty: 4005.025879
	Iteration 35Q: 3 clusters Score -394810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -394809.406250 Penalty: 4005.025879
	Iteration 36Q: 3 clusters Score -394809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -394810.562500 Penalty: 4005.025879
	Iteration 37Q: 3 clusters Score -394810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -394813.937500 Penalty: 4005.025879
	Iteration 38Q: 3 clusters Score -394813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -394819.062500 Penalty: 4005.025879
	Iteration 39Q: 3 clusters Score -394819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -394821.187500 Penalty: 4005.025879
	Iteration 40F: 3 clusters Score -394821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -394821.031250 Penalty: 4005.025879
	Iteration 41Q: 3 clusters Score -394821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -394822.093750 Penalty: 4005.025879
	Iteration 42Q: 3 clusters Score -394822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -394822.281250 Penalty: 4005.025879
	Iteration 43Q: 3 clusters Score -394822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -394823.093750 Penalty: 4005.025879
	Iteration 44Q: 3 clusters Score -394823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -394825.468750 Penalty: 4005.025879
	Iteration 45Q: 3 clusters Score -394825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -394830.343750 Penalty: 4005.025879
	Iteration 46Q: 3 clusters Score -394830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -394834.875000 Penalty: 4005.025879
	Iteration 47Q: 3 clusters Score -394834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -394838.312500 Penalty: 4005.025879
	Iteration 48Q: 3 clusters Score -394838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -394840.468750 Penalty: 4005.025879
	Iteration 49Q: 3 clusters Score -394840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -394842.156250 Penalty: 4005.025879
	Iteration 50Q: 3 clusters Score -394842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -394843.781250 Penalty: 4005.025879
	Iteration 51Q: 3 clusters Score -394843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -394845.468750 Penalty: 4005.025879
	Iteration 52Q: 3 clusters Score -394845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -394846.156250 Penalty: 4005.025879
	Iteration 53Q: 3 clusters Score -394846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -394849.062500 Penalty: 4005.025879
	Iteration 54Q: 3 clusters Score -394849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -394854.187500 Penalty: 4005.025879
	Iteration 55Q: 3 clusters Score -394854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -394856.812500 Penalty: 4005.025879
	Iteration 56Q: 3 clusters Score -394856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -394860.156250 Penalty: 4005.025879
	Iteration 57Q: 3 clusters Score -394860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -394865.812500 Penalty: 4005.025879
	Iteration 58Q: 3 clusters Score -394865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -394873.750000 Penalty: 4005.025879
	Iteration 59Q: 3 clusters Score -394873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -394887.000000 Penalty: 4005.025879
	Iteration 60F: 3 clusters Score -394887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -394901.312500 Penalty: 4005.025879
	Iteration 61Q: 3 clusters Score -394901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -394906.843750 Penalty: 4005.025879
	Iteration 62Q: 3 clusters Score -394906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -394917.031250 Penalty: 4005.025879
	Iteration 63Q: 3 clusters Score -394917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -394923.312500 Penalty: 4005.025879
	Iteration 64Q: 3 clusters Score -394923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -394929.656250 Penalty: 4005.025879
	Iteration 65Q: 3 clusters Score -394929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -394935.218750 Penalty: 4005.025879
	Iteration 66Q: 3 clusters Score -394935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -394941.468750 Penalty: 4005.025879
	Iteration 67Q: 3 clusters Score -394941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -394944.625000 Penalty: 4005.025879
	Iteration 68Q: 3 clusters Score -394944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -394946.312500 Penalty: 4005.025879
	Iteration 69Q: 3 clusters Score -394946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -394948.781250 Penalty: 4005.025879
	Iteration 70Q: 3 clusters Score -394948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -394949.093750 Penalty: 4005.025879
	Iteration 71Q: 3 clusters Score -394949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -394949.781250 Penalty: 4005.025879
	Iteration 72Q: 3 clusters Score -394949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -394949.875000 Penalty: 4005.025879
	Iteration 73Q: 3 clusters Score -394949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -394950.968750 Penalty: 4005.025879
	Iteration 74Q: 3 clusters Score -394951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -394950.968750 Penalty: 4005.025879
	Iteration 75F: 3 clusters Score -394951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36609 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79224 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135726 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 6745 members 
Mstep: Class 29 contains 19594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24606 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8990 members 
Mstep: Class 44 contains 20441 members 
Mstep: Class 45 contains 10982 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10156 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239624 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2595 members 
Mstep: Class 56 contains 5467 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7303 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12218 members 
Mstep: Class 62 contains 3678 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11402 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 4998 members 
Mstep: Class 70 contains 4046 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490208.000000 Penalty: 248604.390625
Iteration 199Q: 73 clusters Score -1.344902e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 35781 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42568 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36595 members 
Mstep: Class 8 contains 47732 members 
Mstep: Class 9 contains 27593 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79205 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135720 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17478 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14244 members 
Mstep: Class 27 contains 7232 members 
Mstep: Class 28 contains 6783 members 
Mstep: Class 29 contains 19584 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24580 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10325 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 8981 members 
Mstep: Class 44 contains 20429 members 
Mstep: Class 45 contains 10984 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239626 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2593 members 
Mstep: Class 56 contains 5474 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7309 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12219 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2603 members 
Mstep: Class 66 contains 11404 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5001 members 
Mstep: Class 70 contains 4043 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490240.000000 Penalty: 248604.390625
Iteration 200F: 73 clusters Score -1.344902e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35778 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 34290 members 
Mstep: Class 7 contains 36579 members 
Mstep: Class 8 contains 47728 members 
Mstep: Class 9 contains 27611 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79191 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135715 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17498 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14240 members 
Mstep: Class 27 contains 7232 members 
Mstep: Class 28 contains 6812 members 
Mstep: Class 29 contains 19575 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24562 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10327 members 
Mstep: Class 34 contains 12186 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66689 members 
Mstep: Class 43 contains 8973 members 
Mstep: Class 44 contains 20413 members 
Mstep: Class 45 contains 10985 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239626 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5480 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7314 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12221 members 
Mstep: Class 62 contains 3682 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2604 members 
Mstep: Class 66 contains 11404 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5002 members 
Mstep: Class 70 contains 4039 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490256.000000 Penalty: 248604.390625
Iteration 201Q: 73 clusters Score -1.344903e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35776 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 36559 members 
Mstep: Class 8 contains 47732 members 
Mstep: Class 9 contains 27630 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11033 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79176 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135712 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14238 members 
Mstep: Class 27 contains 7231 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 19570 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24541 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 12186 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66686 members 
Mstep: Class 43 contains 8968 members 
Mstep: Class 44 contains 20391 members 
Mstep: Class 45 contains 10990 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10151 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239625 members 
Mstep: Class 54 contains 8631 members 
Mstep: Class 55 contains 2593 members 
Mstep: Class 56 contains 5485 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7319 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12223 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2605 members 
Mstep: Class 66 contains 11405 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5008 members 
Mstep: Class 70 contains 4039 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490352.000000 Penalty: 248604.390625
Iteration 202Q: 73 clusters Score -1.344904e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 35778 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 42577 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 36537 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 27652 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11040 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 79167 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135705 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14235 members 
Mstep: Class 27 contains 7230 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 19557 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24516 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 12186 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66686 members 
Mstep: Class 43 contains 8963 members 
Mstep: Class 44 contains 20377 members 
Mstep: Class 45 contains 10991 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239619 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2594 members 
Mstep: Class 56 contains 5493 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7320 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12224 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2607 members 
Mstep: Class 66 contains 11406 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5016 members 
Mstep: Class 70 contains 4039 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490288.000000 Penalty: 248604.390625
Iteration 203Q: 73 clusters Score -1.344903e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 35777 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42572 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36530 members 
Mstep: Class 8 contains 47727 members 
Mstep: Class 9 contains 27676 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11047 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 79148 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135705 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17555 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14232 members 
Mstep: Class 27 contains 7228 members 
Mstep: Class 28 contains 6888 members 
Mstep: Class 29 contains 19540 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24502 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10327 members 
Mstep: Class 34 contains 12185 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66687 members 
Mstep: Class 43 contains 8959 members 
Mstep: Class 44 contains 20364 members 
Mstep: Class 45 contains 10992 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7365 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239620 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2593 members 
Mstep: Class 56 contains 5498 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7323 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12225 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2608 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5014 members 
Mstep: Class 70 contains 4040 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490240.000000 Penalty: 248604.390625
Iteration 204Q: 73 clusters Score -1.344902e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 35774 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 42574 members 
Mstep: Class 6 contains 34296 members 
Mstep: Class 7 contains 36520 members 
Mstep: Class 8 contains 47727 members 
Mstep: Class 9 contains 27705 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11056 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 79121 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135705 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17564 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14231 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 6917 members 
Mstep: Class 29 contains 19524 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24481 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10329 members 
Mstep: Class 34 contains 12184 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 8955 members 
Mstep: Class 44 contains 20350 members 
Mstep: Class 45 contains 10993 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2792 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239617 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5505 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7325 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12226 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5014 members 
Mstep: Class 70 contains 4041 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490320.000000 Penalty: 248604.390625
Iteration 205Q: 73 clusters Score -1.344903e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 35772 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6840 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 36507 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27736 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 79106 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135691 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17575 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14231 members 
Mstep: Class 27 contains 7228 members 
Mstep: Class 28 contains 6946 members 
Mstep: Class 29 contains 19508 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24457 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10327 members 
Mstep: Class 34 contains 12182 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 20331 members 
Mstep: Class 45 contains 10994 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10151 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7366 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239616 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5511 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7331 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12226 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5019 members 
Mstep: Class 70 contains 4043 members 
Mstep: Class 71 contains 810 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490304.000000 Penalty: 248604.390625
Iteration 206Q: 73 clusters Score -1.344903e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 35767 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 42571 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36493 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 27768 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11074 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 79082 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135680 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17587 members 
Mstep: Class 23 contains 4880 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14230 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 6970 members 
Mstep: Class 29 contains 19490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24442 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 12180 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66692 members 
Mstep: Class 43 contains 8948 members 
Mstep: Class 44 contains 20317 members 
Mstep: Class 45 contains 10995 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7365 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239623 members 
Mstep: Class 54 contains 8630 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5515 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7340 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12226 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5026 members 
Mstep: Class 70 contains 4041 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 207Q: 73 clusters Score -1.344904e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35761 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 42572 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 36483 members 
Mstep: Class 8 contains 47729 members 
Mstep: Class 9 contains 27787 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11081 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 79060 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135668 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17599 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14230 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 6995 members 
Mstep: Class 29 contains 19471 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24424 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 12178 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66694 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 20312 members 
Mstep: Class 45 contains 10994 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239633 members 
Mstep: Class 54 contains 8629 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5519 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7347 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5030 members 
Mstep: Class 70 contains 4040 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490352.000000 Penalty: 248604.390625
Iteration 208Q: 73 clusters Score -1.344904e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35749 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 34299 members 
Mstep: Class 7 contains 36474 members 
Mstep: Class 8 contains 47726 members 
Mstep: Class 9 contains 27807 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 79039 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135660 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17609 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14229 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 7012 members 
Mstep: Class 29 contains 19458 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24414 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10330 members 
Mstep: Class 34 contains 12176 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66695 members 
Mstep: Class 43 contains 8943 members 
Mstep: Class 44 contains 20303 members 
Mstep: Class 45 contains 10995 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239642 members 
Mstep: Class 54 contains 8629 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5524 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7353 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 4039 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490304.000000 Penalty: 248604.390625
Iteration 209Q: 73 clusters Score -1.344903e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35735 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 36468 members 
Mstep: Class 8 contains 47732 members 
Mstep: Class 9 contains 27832 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11091 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 79016 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135657 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17619 members 
Mstep: Class 23 contains 4890 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14228 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 7038 members 
Mstep: Class 29 contains 19438 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24383 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10330 members 
Mstep: Class 34 contains 12175 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66695 members 
Mstep: Class 43 contains 8941 members 
Mstep: Class 44 contains 20296 members 
Mstep: Class 45 contains 10997 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239653 members 
Mstep: Class 54 contains 8629 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5530 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7357 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5043 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490320.000000 Penalty: 248604.390625
Iteration 210Q: 73 clusters Score -1.344903e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35730 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 34300 members 
Mstep: Class 7 contains 36454 members 
Mstep: Class 8 contains 47736 members 
Mstep: Class 9 contains 27860 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11091 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 78998 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135650 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17632 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14225 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 7063 members 
Mstep: Class 29 contains 19423 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24360 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10331 members 
Mstep: Class 34 contains 12176 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66696 members 
Mstep: Class 43 contains 8939 members 
Mstep: Class 44 contains 20290 members 
Mstep: Class 45 contains 10998 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10146 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239662 members 
Mstep: Class 54 contains 8629 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5535 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7362 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490512.000000 Penalty: 248604.390625
Iteration 211Q: 73 clusters Score -1.344905e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35722 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42585 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 47736 members 
Mstep: Class 9 contains 27904 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11091 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 78980 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135647 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17640 members 
Mstep: Class 23 contains 4895 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14219 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 7091 members 
Mstep: Class 29 contains 19398 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24330 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10332 members 
Mstep: Class 34 contains 12176 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66695 members 
Mstep: Class 43 contains 8938 members 
Mstep: Class 44 contains 20273 members 
Mstep: Class 45 contains 11000 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239672 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5541 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7368 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12227 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490576.000000 Penalty: 248604.390625
Iteration 212Q: 73 clusters Score -1.344906e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35717 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42593 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 47731 members 
Mstep: Class 9 contains 27938 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11091 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 78966 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135639 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17649 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14216 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7119 members 
Mstep: Class 29 contains 19376 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24309 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10333 members 
Mstep: Class 34 contains 12175 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66693 members 
Mstep: Class 43 contains 8937 members 
Mstep: Class 44 contains 20262 members 
Mstep: Class 45 contains 11001 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239676 members 
Mstep: Class 54 contains 8627 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5547 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7374 members 
Mstep: Class 59 contains 4151 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12228 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11408 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490592.000000 Penalty: 248604.390625
Iteration 213Q: 73 clusters Score -1.344906e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35714 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42598 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 36429 members 
Mstep: Class 8 contains 47725 members 
Mstep: Class 9 contains 27964 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11092 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 78947 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135640 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17669 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14213 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 19362 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24288 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10334 members 
Mstep: Class 34 contains 12175 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66691 members 
Mstep: Class 43 contains 8937 members 
Mstep: Class 44 contains 20248 members 
Mstep: Class 45 contains 11001 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239676 members 
Mstep: Class 54 contains 8627 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5555 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7376 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11407 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5048 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490496.000000 Penalty: 248604.390625
Iteration 214Q: 73 clusters Score -1.344905e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35713 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42598 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 36419 members 
Mstep: Class 8 contains 47723 members 
Mstep: Class 9 contains 27981 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 78928 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135644 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17688 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14211 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24268 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10335 members 
Mstep: Class 34 contains 12175 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66689 members 
Mstep: Class 43 contains 8936 members 
Mstep: Class 44 contains 20239 members 
Mstep: Class 45 contains 11004 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10146 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239678 members 
Mstep: Class 54 contains 8627 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5564 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7382 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11408 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5048 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490352.000000 Penalty: 248604.390625
Iteration 215Q: 73 clusters Score -1.344904e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35709 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42602 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 47725 members 
Mstep: Class 9 contains 27993 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11097 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 78908 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135643 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17714 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14206 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7173 members 
Mstep: Class 29 contains 19334 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24266 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10336 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66688 members 
Mstep: Class 43 contains 8934 members 
Mstep: Class 44 contains 20230 members 
Mstep: Class 45 contains 11006 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239675 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5572 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7387 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11410 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490352.000000 Penalty: 248604.390625
Iteration 216Q: 73 clusters Score -1.344904e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35707 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42603 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 28007 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 78887 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135636 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17738 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14203 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7183 members 
Mstep: Class 29 contains 19326 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24264 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10336 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66686 members 
Mstep: Class 43 contains 8933 members 
Mstep: Class 44 contains 20218 members 
Mstep: Class 45 contains 11010 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10148 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239676 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5578 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11411 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 217Q: 73 clusters Score -1.344904e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35705 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36370 members 
Mstep: Class 8 contains 47728 members 
Mstep: Class 9 contains 28019 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 78867 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135631 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17756 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14199 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7197 members 
Mstep: Class 29 contains 19316 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24257 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10338 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66686 members 
Mstep: Class 43 contains 8933 members 
Mstep: Class 44 contains 20206 members 
Mstep: Class 45 contains 11013 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239682 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5584 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7410 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11411 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490288.000000 Penalty: 248604.390625
Iteration 218Q: 73 clusters Score -1.344903e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35704 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34299 members 
Mstep: Class 7 contains 36355 members 
Mstep: Class 8 contains 47728 members 
Mstep: Class 9 contains 28034 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 78845 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135625 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17779 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14197 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 7207 members 
Mstep: Class 29 contains 19305 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10341 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66684 members 
Mstep: Class 43 contains 8933 members 
Mstep: Class 44 contains 20187 members 
Mstep: Class 45 contains 11015 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239689 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5586 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7427 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11412 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490400.000000 Penalty: 248604.390625
Iteration 219Q: 73 clusters Score -1.344904e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35704 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 34300 members 
Mstep: Class 7 contains 36346 members 
Mstep: Class 8 contains 47727 members 
Mstep: Class 9 contains 28056 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11101 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 78815 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135620 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17804 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14193 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 7212 members 
Mstep: Class 29 contains 19300 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24240 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8932 members 
Mstep: Class 44 contains 20161 members 
Mstep: Class 45 contains 11018 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239693 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5591 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7445 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11416 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 5048 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490256.000000 Penalty: 248604.390625
Iteration 220F: 73 clusters Score -1.344903e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35702 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 34298 members 
Mstep: Class 7 contains 36340 members 
Mstep: Class 8 contains 47726 members 
Mstep: Class 9 contains 28083 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11103 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 78799 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135612 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17824 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14191 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7216 members 
Mstep: Class 29 contains 19294 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24238 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4257 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66685 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 20144 members 
Mstep: Class 45 contains 11019 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10145 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239700 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5592 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7451 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490256.000000 Penalty: 248604.390625
Iteration 221Q: 73 clusters Score -1.344903e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35700 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 36330 members 
Mstep: Class 8 contains 47722 members 
Mstep: Class 9 contains 28101 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 78789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135605 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17837 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14189 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7222 members 
Mstep: Class 29 contains 19286 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24233 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66686 members 
Mstep: Class 43 contains 8927 members 
Mstep: Class 44 contains 20131 members 
Mstep: Class 45 contains 11020 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10145 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239708 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5597 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7458 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11420 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490368.000000 Penalty: 248604.390625
Iteration 222Q: 73 clusters Score -1.344904e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35697 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36315 members 
Mstep: Class 8 contains 47727 members 
Mstep: Class 9 contains 28118 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11107 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78781 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135602 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17860 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14189 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7230 members 
Mstep: Class 29 contains 19271 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24221 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 12174 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66684 members 
Mstep: Class 43 contains 8924 members 
Mstep: Class 44 contains 20117 members 
Mstep: Class 45 contains 11020 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10144 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239720 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5598 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7466 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11421 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490464.000000 Penalty: 248604.390625
Iteration 223Q: 73 clusters Score -1.344905e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35691 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42612 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36301 members 
Mstep: Class 8 contains 47732 members 
Mstep: Class 9 contains 28135 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78762 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135600 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17884 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14189 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7241 members 
Mstep: Class 29 contains 19258 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24213 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 12173 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66684 members 
Mstep: Class 43 contains 8922 members 
Mstep: Class 44 contains 20102 members 
Mstep: Class 45 contains 11022 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10141 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239729 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5599 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7475 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11421 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1720 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 224Q: 73 clusters Score -1.344904e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35688 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 47729 members 
Mstep: Class 9 contains 28155 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11114 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 78752 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135598 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17904 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14188 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7251 members 
Mstep: Class 29 contains 19245 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24203 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10345 members 
Mstep: Class 34 contains 12172 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4259 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8921 members 
Mstep: Class 44 contains 20081 members 
Mstep: Class 45 contains 11024 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239734 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5600 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7488 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11420 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 225Q: 73 clusters Score -1.344904e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42617 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 28171 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11114 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 78737 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135590 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17918 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7259 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24198 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12171 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4259 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8920 members 
Mstep: Class 44 contains 20061 members 
Mstep: Class 45 contains 11023 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239743 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5602 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490400.000000 Penalty: 248604.390625
Iteration 226Q: 73 clusters Score -1.344904e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35691 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42616 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36263 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 9 contains 28181 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11116 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78716 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135587 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 19229 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24189 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12170 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4259 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8921 members 
Mstep: Class 44 contains 20051 members 
Mstep: Class 45 contains 11023 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239748 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5605 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7502 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490416.000000 Penalty: 248604.390625
Iteration 227Q: 73 clusters Score -1.344904e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 47725 members 
Mstep: Class 9 contains 28191 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11119 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78696 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135588 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 19226 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24177 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10349 members 
Mstep: Class 34 contains 12170 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66682 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 20044 members 
Mstep: Class 45 contains 11022 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239749 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5609 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7507 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490496.000000 Penalty: 248604.390625
Iteration 228Q: 73 clusters Score -1.344905e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42612 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36237 members 
Mstep: Class 8 contains 47719 members 
Mstep: Class 9 contains 28198 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11124 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78677 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135589 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7225 members 
Mstep: Class 28 contains 7283 members 
Mstep: Class 29 contains 19224 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24173 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10349 members 
Mstep: Class 34 contains 12170 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8918 members 
Mstep: Class 44 contains 20036 members 
Mstep: Class 45 contains 11025 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10137 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239751 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5613 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7512 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490576.000000 Penalty: 248604.390625
Iteration 229Q: 73 clusters Score -1.344906e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35688 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 47719 members 
Mstep: Class 9 contains 28213 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11126 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 78661 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135592 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18011 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 7285 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24169 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66684 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 20024 members 
Mstep: Class 45 contains 11026 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239754 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5617 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7517 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5043 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490624.000000 Penalty: 248604.390625
Iteration 230Q: 73 clusters Score -1.344906e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35687 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36222 members 
Mstep: Class 8 contains 47720 members 
Mstep: Class 9 contains 28233 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11130 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 78640 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135589 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18021 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 19209 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24165 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66684 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 20007 members 
Mstep: Class 45 contains 11029 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239756 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5620 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7526 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490560.000000 Penalty: 248604.390625
Iteration 231Q: 73 clusters Score -1.344906e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35687 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36219 members 
Mstep: Class 8 contains 47718 members 
Mstep: Class 9 contains 28248 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 78622 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135589 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 19197 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24164 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8917 members 
Mstep: Class 44 contains 19996 members 
Mstep: Class 45 contains 11029 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239757 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5622 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7541 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490544.000000 Penalty: 248604.390625
Iteration 232Q: 73 clusters Score -1.344905e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35687 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 47718 members 
Mstep: Class 9 contains 28268 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11133 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 78607 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135583 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18041 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 19188 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24164 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8916 members 
Mstep: Class 44 contains 19983 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5629 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7549 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490464.000000 Penalty: 248604.390625
Iteration 233Q: 73 clusters Score -1.344905e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35686 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36213 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 78590 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135580 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7295 members 
Mstep: Class 29 contains 19179 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24166 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66682 members 
Mstep: Class 43 contains 8914 members 
Mstep: Class 44 contains 19977 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239746 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5636 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7555 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490480.000000 Penalty: 248604.390625
Iteration 234Q: 73 clusters Score -1.344905e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36209 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28306 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 78582 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135575 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18057 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7303 members 
Mstep: Class 29 contains 19167 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24166 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66682 members 
Mstep: Class 43 contains 8912 members 
Mstep: Class 44 contains 19968 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239744 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5640 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7560 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 235Q: 73 clusters Score -1.344904e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 47709 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11137 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78571 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135570 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18065 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7308 members 
Mstep: Class 29 contains 19154 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4260 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8909 members 
Mstep: Class 44 contains 19955 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239746 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5641 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7575 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490496.000000 Penalty: 248604.390625
Iteration 236Q: 73 clusters Score -1.344905e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36201 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78556 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135568 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7315 members 
Mstep: Class 29 contains 19136 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24154 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8906 members 
Mstep: Class 44 contains 19934 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239749 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5642 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7600 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490272.000000 Penalty: 248604.390625
Iteration 237Q: 73 clusters Score -1.344903e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36196 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11140 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78537 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135566 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7317 members 
Mstep: Class 29 contains 19130 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24153 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66683 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19907 members 
Mstep: Class 45 contains 11034 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239752 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5647 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7622 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490480.000000 Penalty: 248604.390625
Iteration 238Q: 73 clusters Score -1.344905e+08 nChanged 116
Entering ConstructFrom: 
Score: -134490480.000000 Penalty: 248604.390625
Entering ConstructFrom: 
Trying to split cluster 1 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1343434.125000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -1343434 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 5522 members 
Entering Unmasked Estep 
Score: -1335056.125000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -1335056 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1337779.125000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -1337779 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1338220.375000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -1338220 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1338606.375000 Penalty: 4617.312988
	Iteration 3F: 3 clusters Score -1338606 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1338959.750000 Penalty: 4617.312988
	Iteration 4F: 3 clusters Score -1338960 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1339324.375000 Penalty: 4617.312988
	Iteration 5F: 3 clusters Score -1339324 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1339730.750000 Penalty: 4617.312988
	Iteration 6F: 3 clusters Score -1339731 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1340060.125000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -1340060 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1340325.625000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -1340326 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1340562.000000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -1340562 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1340736.375000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -1340736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1340859.500000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -1340860 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1340951.375000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -1340951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1341020.125000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -1341020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1341070.000000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -1341070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1341107.125000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -1341107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1341132.625000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -1341133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1341155.625000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -1341156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1341178.375000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -1341178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1341189.500000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -1341190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1341201.125000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -1341201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1341223.375000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -1341223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1341240.000000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -1341240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1341259.750000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -1341260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1341270.000000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -1341270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1341289.500000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -1341290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1341306.125000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -1341306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1341317.250000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -1341317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1341337.250000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -1341337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1341350.750000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -1341351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1341359.375000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -1341359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1341365.125000 Penalty: 4617.312988
	Iteration 31Q: 3 clusters Score -1341365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1341374.125000 Penalty: 4617.312988
	Iteration 32Q: 3 clusters Score -1341374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1341383.500000 Penalty: 4617.312988
	Iteration 33Q: 3 clusters Score -1341384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1341385.625000 Penalty: 4617.312988
	Iteration 34Q: 3 clusters Score -1341386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1341396.375000 Penalty: 4617.312988
	Iteration 35Q: 3 clusters Score -1341396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1341410.125000 Penalty: 4617.312988
	Iteration 36Q: 3 clusters Score -1341410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1341412.500000 Penalty: 4617.312988
	Iteration 37Q: 3 clusters Score -1341412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1341426.500000 Penalty: 4617.312988
	Iteration 38Q: 3 clusters Score -1341426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341434.375000 Penalty: 4617.312988
	Iteration 39Q: 3 clusters Score -1341434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1341441.625000 Penalty: 4617.312988
	Iteration 40F: 3 clusters Score -1341442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1341447.875000 Penalty: 4617.312988
	Iteration 41Q: 3 clusters Score -1341448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1341457.125000 Penalty: 4617.312988
	Iteration 42Q: 3 clusters Score -1341457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1341458.500000 Penalty: 4617.312988
	Iteration 43Q: 3 clusters Score -1341458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1341460.500000 Penalty: 4617.312988
	Iteration 44Q: 3 clusters Score -1341460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1341460.000000 Penalty: 4617.312988
	Iteration 45Q: 3 clusters Score -1341460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1341463.500000 Penalty: 4617.312988
	Iteration 46Q: 3 clusters Score -1341464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1341464.875000 Penalty: 4617.312988
	Iteration 47Q: 3 clusters Score -1341465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1341467.750000 Penalty: 4617.312988
	Iteration 48Q: 3 clusters Score -1341468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1341470.250000 Penalty: 4617.312988
	Iteration 49Q: 3 clusters Score -1341470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1341470.125000 Penalty: 4617.312988
	Iteration 50Q: 3 clusters Score -1341470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1341470.500000 Penalty: 4617.312988
	Iteration 51Q: 3 clusters Score -1341470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1341473.375000 Penalty: 4617.312988
	Iteration 52Q: 3 clusters Score -1341473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1341475.500000 Penalty: 4617.312988
	Iteration 53Q: 3 clusters Score -1341476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1341474.625000 Penalty: 4617.312988
	Iteration 54Q: 3 clusters Score -1341475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1341476.375000 Penalty: 4617.312988
	Iteration 55Q: 3 clusters Score -1341476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1341476.375000 Penalty: 4617.312988
	Iteration 56F: 3 clusters Score -1341476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Entering Unmasked Estep 
Score: -4515398.500000 Penalty: 2599.614746
	Iteration 0F: 2 clusters Score -4515398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4491069.000000 Penalty: 5199.229492
	Iteration 0F: 3 clusters Score -4491069 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4500132.000000 Penalty: 5199.229492
	Iteration 1F: 3 clusters Score -4500132 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4500679.000000 Penalty: 5199.229492
	Iteration 2Q: 3 clusters Score -4500679 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4501237.500000 Penalty: 5199.229492
	Iteration 3Q: 3 clusters Score -4501238 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4501922.500000 Penalty: 5199.229492
	Iteration 4Q: 3 clusters Score -4501922 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4502965.500000 Penalty: 5199.229492
	Iteration 5F: 3 clusters Score -4502966 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4504506.500000 Penalty: 5199.229492
	Iteration 6F: 3 clusters Score -4504506 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4506505.000000 Penalty: 5199.229492
	Iteration 7F: 3 clusters Score -4506505 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4508662.000000 Penalty: 5199.229492
	Iteration 8F: 3 clusters Score -4508662 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4510388.000000 Penalty: 5199.229492
	Iteration 9F: 3 clusters Score -4510388 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4511614.000000 Penalty: 5199.229492
	Iteration 10Q: 3 clusters Score -4511614 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4512300.500000 Penalty: 5199.229492
	Iteration 11Q: 3 clusters Score -4512300 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4512681.500000 Penalty: 5199.229492
	Iteration 12Q: 3 clusters Score -4512682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4512884.500000 Penalty: 5199.229492
	Iteration 13Q: 3 clusters Score -4512884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4512987.500000 Penalty: 5199.229492
	Iteration 14Q: 3 clusters Score -4512988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4513054.000000 Penalty: 5199.229492
	Iteration 15Q: 3 clusters Score -4513054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4513078.000000 Penalty: 5199.229492
	Iteration 16Q: 3 clusters Score -4513078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4513109.500000 Penalty: 5199.229492
	Iteration 17Q: 3 clusters Score -4513110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4513141.500000 Penalty: 5199.229492
	Iteration 18Q: 3 clusters Score -4513142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4513161.000000 Penalty: 5199.229492
	Iteration 19Q: 3 clusters Score -4513161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4513174.000000 Penalty: 5199.229492
	Iteration 20F: 3 clusters Score -4513174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4513182.500000 Penalty: 5199.229492
	Iteration 21Q: 3 clusters Score -4513182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4513186.000000 Penalty: 5199.229492
	Iteration 22Q: 3 clusters Score -4513186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4513187.500000 Penalty: 5199.229492
	Iteration 23Q: 3 clusters Score -4513188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4513191.000000 Penalty: 5199.229492
	Iteration 24Q: 3 clusters Score -4513191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4513188.000000 Penalty: 5199.229492
	Iteration 25Q: 3 clusters Score -4513188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4513194.500000 Penalty: 5199.229492
	Iteration 26Q: 3 clusters Score -4513194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4513197.500000 Penalty: 5199.229492
	Iteration 27Q: 3 clusters Score -4513198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4513200.000000 Penalty: 5199.229492
	Iteration 28Q: 3 clusters Score -4513200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4513202.000000 Penalty: 5199.229492
	Iteration 29Q: 3 clusters Score -4513202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4513200.000000 Penalty: 5199.229492
	Iteration 30Q: 3 clusters Score -4513200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4513200.000000 Penalty: 5199.229492
	Iteration 31Q: 3 clusters Score -4513200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4513200.000000 Penalty: 5199.229492
	Iteration 32Q: 3 clusters Score -4513200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4513204.500000 Penalty: 5199.229492
	Iteration 33Q: 3 clusters Score -4513204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4513207.000000 Penalty: 5199.229492
	Iteration 34Q: 3 clusters Score -4513207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4513207.000000 Penalty: 5199.229492
	Iteration 35F: 3 clusters Score -4513207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -592535.375000 Penalty: 2104.249512
	Iteration 0F: 2 clusters Score -592535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -588092.250000 Penalty: 4208.499023
	Iteration 0F: 3 clusters Score -588092.2 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -589202.250000 Penalty: 4208.499023
	Iteration 1F: 3 clusters Score -589202.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -589555.312500 Penalty: 4208.499023
	Iteration 2F: 3 clusters Score -589555.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -589958.875000 Penalty: 4208.499023
	Iteration 3F: 3 clusters Score -589958.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -590287.562500 Penalty: 4208.499023
	Iteration 4F: 3 clusters Score -590287.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -590514.312500 Penalty: 4208.499023
	Iteration 5F: 3 clusters Score -590514.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -590644.687500 Penalty: 4208.499023
	Iteration 6Q: 3 clusters Score -590644.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -590726.875000 Penalty: 4208.499023
	Iteration 7Q: 3 clusters Score -590726.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -590779.562500 Penalty: 4208.499023
	Iteration 8Q: 3 clusters Score -590779.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -590803.437500 Penalty: 4208.499023
	Iteration 9Q: 3 clusters Score -590803.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -590820.375000 Penalty: 4208.499023
	Iteration 10Q: 3 clusters Score -590820.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -590837.062500 Penalty: 4208.499023
	Iteration 11Q: 3 clusters Score -590837.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -590850.437500 Penalty: 4208.499023
	Iteration 12Q: 3 clusters Score -590850.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -590863.125000 Penalty: 4208.499023
	Iteration 13Q: 3 clusters Score -590863.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -590877.187500 Penalty: 4208.499023
	Iteration 14Q: 3 clusters Score -590877.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -590894.062500 Penalty: 4208.499023
	Iteration 15Q: 3 clusters Score -590894.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -590909.687500 Penalty: 4208.499023
	Iteration 16Q: 3 clusters Score -590909.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -590919.062500 Penalty: 4208.499023
	Iteration 17Q: 3 clusters Score -590919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -590930.187500 Penalty: 4208.499023
	Iteration 18Q: 3 clusters Score -590930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -590936.437500 Penalty: 4208.499023
	Iteration 19Q: 3 clusters Score -590936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -590943.500000 Penalty: 4208.499023
	Iteration 20F: 3 clusters Score -590943.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -590950.437500 Penalty: 4208.499023
	Iteration 21Q: 3 clusters Score -590950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -590955.625000 Penalty: 4208.499023
	Iteration 22Q: 3 clusters Score -590955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -590963.812500 Penalty: 4208.499023
	Iteration 23Q: 3 clusters Score -590963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -590969.125000 Penalty: 4208.499023
	Iteration 24Q: 3 clusters Score -590969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -590972.687500 Penalty: 4208.499023
	Iteration 25Q: 3 clusters Score -590972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -590975.125000 Penalty: 4208.499023
	Iteration 26Q: 3 clusters Score -590975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -590979.375000 Penalty: 4208.499023
	Iteration 27Q: 3 clusters Score -590979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -590980.937500 Penalty: 4208.499023
	Iteration 28Q: 3 clusters Score -590980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -590982.750000 Penalty: 4208.499023
	Iteration 29Q: 3 clusters Score -590982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -590984.375000 Penalty: 4208.499023
	Iteration 30Q: 3 clusters Score -590984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -590985.125000 Penalty: 4208.499023
	Iteration 31Q: 3 clusters Score -590985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -590987.000000 Penalty: 4208.499023
	Iteration 32Q: 3 clusters Score -590987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -590987.062500 Penalty: 4208.499023
	Iteration 33Q: 3 clusters Score -590987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -590988.500000 Penalty: 4208.499023
	Iteration 34Q: 3 clusters Score -590988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -590988.500000 Penalty: 4208.499023
	Iteration 35F: 3 clusters Score -590988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -1127106.250000 Penalty: 2190.192139
	Iteration 0F: 2 clusters Score -1127106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1121455.750000 Penalty: 4380.384277
	Iteration 0F: 3 clusters Score -1121456 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1123122.500000 Penalty: 4380.384277
	Iteration 1F: 3 clusters Score -1123122 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1123459.375000 Penalty: 4380.384277
	Iteration 2F: 3 clusters Score -1123459 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1123731.625000 Penalty: 4380.384277
	Iteration 3F: 3 clusters Score -1123732 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1123948.250000 Penalty: 4380.384277
	Iteration 4Q: 3 clusters Score -1123948 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1124160.000000 Penalty: 4380.384277
	Iteration 5Q: 3 clusters Score -1124160 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1124349.250000 Penalty: 4380.384277
	Iteration 6Q: 3 clusters Score -1124349 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1124522.250000 Penalty: 4380.384277
	Iteration 7Q: 3 clusters Score -1124522 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1124676.875000 Penalty: 4380.384277
	Iteration 8Q: 3 clusters Score -1124677 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1124830.375000 Penalty: 4380.384277
	Iteration 9Q: 3 clusters Score -1124830 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1124968.500000 Penalty: 4380.384277
	Iteration 10Q: 3 clusters Score -1124968 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1125100.875000 Penalty: 4380.384277
	Iteration 11Q: 3 clusters Score -1125101 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1125219.750000 Penalty: 4380.384277
	Iteration 12Q: 3 clusters Score -1125220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1125322.000000 Penalty: 4380.384277
	Iteration 13Q: 3 clusters Score -1125322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1125402.125000 Penalty: 4380.384277
	Iteration 14Q: 3 clusters Score -1125402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1125474.125000 Penalty: 4380.384277
	Iteration 15Q: 3 clusters Score -1125474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1125534.500000 Penalty: 4380.384277
	Iteration 16Q: 3 clusters Score -1125534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1125593.875000 Penalty: 4380.384277
	Iteration 17Q: 3 clusters Score -1125594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1125661.625000 Penalty: 4380.384277
	Iteration 18Q: 3 clusters Score -1125662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1125748.625000 Penalty: 4380.384277
	Iteration 19Q: 3 clusters Score -1125749 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1125868.875000 Penalty: 4380.384277
	Iteration 20F: 3 clusters Score -1125869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1125999.875000 Penalty: 4380.384277
	Iteration 21Q: 3 clusters Score -1126000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1126119.375000 Penalty: 4380.384277
	Iteration 22Q: 3 clusters Score -1126119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1126180.000000 Penalty: 4380.384277
	Iteration 23Q: 3 clusters Score -1126180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1126217.625000 Penalty: 4380.384277
	Iteration 24Q: 3 clusters Score -1126218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1126258.000000 Penalty: 4380.384277
	Iteration 25Q: 3 clusters Score -1126258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1126286.500000 Penalty: 4380.384277
	Iteration 26Q: 3 clusters Score -1126286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1126314.000000 Penalty: 4380.384277
	Iteration 27Q: 3 clusters Score -1126314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1126339.000000 Penalty: 4380.384277
	Iteration 28Q: 3 clusters Score -1126339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1126363.125000 Penalty: 4380.384277
	Iteration 29Q: 3 clusters Score -1126363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1126386.875000 Penalty: 4380.384277
	Iteration 30Q: 3 clusters Score -1126387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1126411.125000 Penalty: 4380.384277
	Iteration 31Q: 3 clusters Score -1126411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1126438.625000 Penalty: 4380.384277
	Iteration 32Q: 3 clusters Score -1126439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1126467.625000 Penalty: 4380.384277
	Iteration 33Q: 3 clusters Score -1126468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1126501.375000 Penalty: 4380.384277
	Iteration 34Q: 3 clusters Score -1126501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1126537.500000 Penalty: 4380.384277
	Iteration 35Q: 3 clusters Score -1126538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1126572.500000 Penalty: 4380.384277
	Iteration 36Q: 3 clusters Score -1126572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1126605.625000 Penalty: 4380.384277
	Iteration 37Q: 3 clusters Score -1126606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1126634.875000 Penalty: 4380.384277
	Iteration 38Q: 3 clusters Score -1126635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1126671.375000 Penalty: 4380.384277
	Iteration 39Q: 3 clusters Score -1126671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1126699.250000 Penalty: 4380.384277
	Iteration 40F: 3 clusters Score -1126699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1126724.000000 Penalty: 4380.384277
	Iteration 41Q: 3 clusters Score -1126724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1126743.750000 Penalty: 4380.384277
	Iteration 42Q: 3 clusters Score -1126744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1126761.625000 Penalty: 4380.384277
	Iteration 43Q: 3 clusters Score -1126762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1126788.500000 Penalty: 4380.384277
	Iteration 44Q: 3 clusters Score -1126788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1126835.625000 Penalty: 4380.384277
	Iteration 45Q: 3 clusters Score -1126836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1126886.750000 Penalty: 4380.384277
	Iteration 46Q: 3 clusters Score -1126887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1126943.500000 Penalty: 4380.384277
	Iteration 47Q: 3 clusters Score -1126944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1127014.125000 Penalty: 4380.384277
	Iteration 48Q: 3 clusters Score -1127014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1127090.875000 Penalty: 4380.384277
	Iteration 49Q: 3 clusters Score -1127091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1127177.750000 Penalty: 4380.384277
	Iteration 50Q: 3 clusters Score -1127178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1127309.250000 Penalty: 4380.384277
	Iteration 51Q: 3 clusters Score -1127309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1127427.500000 Penalty: 4380.384277
	Iteration 52Q: 3 clusters Score -1127428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1127540.875000 Penalty: 4380.384277
	Iteration 53Q: 3 clusters Score -1127541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1127693.500000 Penalty: 4380.384277
	Iteration 54Q: 3 clusters Score -1127694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1127794.125000 Penalty: 4380.384277
	Iteration 55Q: 3 clusters Score -1127794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1127892.000000 Penalty: 4380.384277
	Iteration 56Q: 3 clusters Score -1127892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1128039.000000 Penalty: 4380.384277
	Iteration 57Q: 3 clusters Score -1128039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1128182.000000 Penalty: 4380.384277
	Iteration 58Q: 3 clusters Score -1128182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1128245.750000 Penalty: 4380.384277
	Iteration 59Q: 3 clusters Score -1128246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1128253.125000 Penalty: 4380.384277
	Iteration 60F: 3 clusters Score -1128253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1128257.875000 Penalty: 4380.384277
	Iteration 61Q: 3 clusters Score -1128258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1128260.375000 Penalty: 4380.384277
	Iteration 62Q: 3 clusters Score -1128260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1128260.375000 Penalty: 4380.384277
	Iteration 63F: 3 clusters Score -1128260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6467 members 
Entering Unmasked Estep 
Score: -134490368.000000 Penalty: 252057.234375
Splitting cluster 4 changes total score from -134490480.000000 to -134490368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Entering Unmasked Estep 
Score: -5347246.500000 Penalty: 2643.641357
	Iteration 0F: 2 clusters Score -5347246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5318391.500000 Penalty: 5287.282715
	Iteration 0F: 3 clusters Score -5318392 nChanged 19520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5329088.500000 Penalty: 5287.282715
	Iteration 1F: 3 clusters Score -5329088 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -5329593.000000 Penalty: 5287.282715
	Iteration 2Q: 3 clusters Score -5329593 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5330185.500000 Penalty: 5287.282715
	Iteration 3Q: 3 clusters Score -5330186 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5330816.000000 Penalty: 5287.282715
	Iteration 4Q: 3 clusters Score -5330816 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5331597.000000 Penalty: 5287.282715
	Iteration 5Q: 3 clusters Score -5331597 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5332467.000000 Penalty: 5287.282715
	Iteration 6Q: 3 clusters Score -5332467 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -5333664.500000 Penalty: 5287.282715
	Iteration 7F: 3 clusters Score -5333664 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5335143.500000 Penalty: 5287.282715
	Iteration 8F: 3 clusters Score -5335144 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5336987.500000 Penalty: 5287.282715
	Iteration 9F: 3 clusters Score -5336988 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -5339044.500000 Penalty: 5287.282715
	Iteration 10F: 3 clusters Score -5339044 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5340774.500000 Penalty: 5287.282715
	Iteration 11Q: 3 clusters Score -5340774 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -5342021.500000 Penalty: 5287.282715
	Iteration 12Q: 3 clusters Score -5342022 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5342843.500000 Penalty: 5287.282715
	Iteration 13Q: 3 clusters Score -5342844 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5343452.000000 Penalty: 5287.282715
	Iteration 14Q: 3 clusters Score -5343452 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5343921.500000 Penalty: 5287.282715
	Iteration 15Q: 3 clusters Score -5343922 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5344279.000000 Penalty: 5287.282715
	Iteration 16Q: 3 clusters Score -5344279 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5344554.500000 Penalty: 5287.282715
	Iteration 17Q: 3 clusters Score -5344554 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5344774.500000 Penalty: 5287.282715
	Iteration 18Q: 3 clusters Score -5344774 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5344892.500000 Penalty: 5287.282715
	Iteration 19Q: 3 clusters Score -5344892 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5344973.000000 Penalty: 5287.282715
	Iteration 20F: 3 clusters Score -5344973 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5345048.000000 Penalty: 5287.282715
	Iteration 21Q: 3 clusters Score -5345048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5345104.500000 Penalty: 5287.282715
	Iteration 22Q: 3 clusters Score -5345104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5345145.000000 Penalty: 5287.282715
	Iteration 23Q: 3 clusters Score -5345145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5345177.500000 Penalty: 5287.282715
	Iteration 24Q: 3 clusters Score -5345178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5345217.500000 Penalty: 5287.282715
	Iteration 25Q: 3 clusters Score -5345218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5345240.500000 Penalty: 5287.282715
	Iteration 26Q: 3 clusters Score -5345240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5345291.000000 Penalty: 5287.282715
	Iteration 27Q: 3 clusters Score -5345291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5345313.000000 Penalty: 5287.282715
	Iteration 28Q: 3 clusters Score -5345313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5345325.000000 Penalty: 5287.282715
	Iteration 29Q: 3 clusters Score -5345325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5345335.500000 Penalty: 5287.282715
	Iteration 30Q: 3 clusters Score -5345336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5345347.500000 Penalty: 5287.282715
	Iteration 31Q: 3 clusters Score -5345348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5345369.500000 Penalty: 5287.282715
	Iteration 32Q: 3 clusters Score -5345370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5345375.000000 Penalty: 5287.282715
	Iteration 33Q: 3 clusters Score -5345375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5345374.000000 Penalty: 5287.282715
	Iteration 34Q: 3 clusters Score -5345374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5345379.000000 Penalty: 5287.282715
	Iteration 35Q: 3 clusters Score -5345379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5345387.500000 Penalty: 5287.282715
	Iteration 36Q: 3 clusters Score -5345388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5345390.000000 Penalty: 5287.282715
	Iteration 37Q: 3 clusters Score -5345390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5345393.000000 Penalty: 5287.282715
	Iteration 38Q: 3 clusters Score -5345393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5345392.000000 Penalty: 5287.282715
	Iteration 39Q: 3 clusters Score -5345392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5345398.500000 Penalty: 5287.282715
	Iteration 40F: 3 clusters Score -5345398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5345405.500000 Penalty: 5287.282715
	Iteration 41Q: 3 clusters Score -5345406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5345403.000000 Penalty: 5287.282715
	Iteration 42Q: 3 clusters Score -5345403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5345399.500000 Penalty: 5287.282715
	Iteration 43Q: 3 clusters Score -5345400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5345401.500000 Penalty: 5287.282715
	Iteration 44Q: 3 clusters Score -5345402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5345399.500000 Penalty: 5287.282715
	Iteration 45Q: 3 clusters Score -5345400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5345399.500000 Penalty: 5287.282715
	Iteration 46Q: 3 clusters Score -5345400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5345402.500000 Penalty: 5287.282715
	Iteration 47Q: 3 clusters Score -5345402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5345404.000000 Penalty: 5287.282715
	Iteration 48Q: 3 clusters Score -5345404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5345404.500000 Penalty: 5287.282715
	Iteration 49Q: 3 clusters Score -5345404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5345406.500000 Penalty: 5287.282715
	Iteration 50Q: 3 clusters Score -5345406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5345402.500000 Penalty: 5287.282715
	Iteration 51Q: 3 clusters Score -5345402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5345399.500000 Penalty: 5287.282715
	Iteration 52Q: 3 clusters Score -5345400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5345399.500000 Penalty: 5287.282715
	Iteration 53F: 3 clusters Score -5345400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Entering Unmasked Estep 
Score: -4301725.000000 Penalty: 2589.774414
	Iteration 0F: 2 clusters Score -4301725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4278374.000000 Penalty: 5179.548828
	Iteration 0F: 3 clusters Score -4278374 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4286928.000000 Penalty: 5179.548828
	Iteration 1F: 3 clusters Score -4286928 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4287372.500000 Penalty: 5179.548828
	Iteration 2Q: 3 clusters Score -4287372 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4287849.000000 Penalty: 5179.548828
	Iteration 3Q: 3 clusters Score -4287849 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4288365.500000 Penalty: 5179.548828
	Iteration 4Q: 3 clusters Score -4288366 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4289105.500000 Penalty: 5179.548828
	Iteration 5Q: 3 clusters Score -4289106 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4290229.000000 Penalty: 5179.548828
	Iteration 6F: 3 clusters Score -4290229 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4291847.500000 Penalty: 5179.548828
	Iteration 7F: 3 clusters Score -4291848 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4293970.000000 Penalty: 5179.548828
	Iteration 8F: 3 clusters Score -4293970 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4296419.000000 Penalty: 5179.548828
	Iteration 9F: 3 clusters Score -4296419 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4298411.000000 Penalty: 5179.548828
	Iteration 10F: 3 clusters Score -4298411 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4299601.000000 Penalty: 5179.548828
	Iteration 11Q: 3 clusters Score -4299601 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4300191.000000 Penalty: 5179.548828
	Iteration 12Q: 3 clusters Score -4300191 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4300462.500000 Penalty: 5179.548828
	Iteration 13Q: 3 clusters Score -4300462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4300617.500000 Penalty: 5179.548828
	Iteration 14Q: 3 clusters Score -4300618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4300692.000000 Penalty: 5179.548828
	Iteration 15Q: 3 clusters Score -4300692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4300746.000000 Penalty: 5179.548828
	Iteration 16Q: 3 clusters Score -4300746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4300770.500000 Penalty: 5179.548828
	Iteration 17Q: 3 clusters Score -4300770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4300782.500000 Penalty: 5179.548828
	Iteration 18Q: 3 clusters Score -4300782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4300788.000000 Penalty: 5179.548828
	Iteration 19Q: 3 clusters Score -4300788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4300841.500000 Penalty: 5179.548828
	Iteration 20F: 3 clusters Score -4300842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4300893.000000 Penalty: 5179.548828
	Iteration 21Q: 3 clusters Score -4300893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4300914.500000 Penalty: 5179.548828
	Iteration 22Q: 3 clusters Score -4300914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4300940.500000 Penalty: 5179.548828
	Iteration 23Q: 3 clusters Score -4300940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4300954.000000 Penalty: 5179.548828
	Iteration 24Q: 3 clusters Score -4300954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4300966.500000 Penalty: 5179.548828
	Iteration 25Q: 3 clusters Score -4300966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4300968.500000 Penalty: 5179.548828
	Iteration 26Q: 3 clusters Score -4300968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4300970.500000 Penalty: 5179.548828
	Iteration 27Q: 3 clusters Score -4300970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4300971.500000 Penalty: 5179.548828
	Iteration 28Q: 3 clusters Score -4300972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4300970.000000 Penalty: 5179.548828
	Iteration 29Q: 3 clusters Score -4300970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4300969.000000 Penalty: 5179.548828
	Iteration 30Q: 3 clusters Score -4300969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4300969.000000 Penalty: 5179.548828
	Iteration 31Q: 3 clusters Score -4300969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4300975.500000 Penalty: 5179.548828
	Iteration 32Q: 3 clusters Score -4300976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4300973.000000 Penalty: 5179.548828
	Iteration 33Q: 3 clusters Score -4300973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4300974.000000 Penalty: 5179.548828
	Iteration 34F: 3 clusters Score -4300974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4300975.000000 Penalty: 5179.548828
	Iteration 35Q: 3 clusters Score -4300975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4300973.000000 Penalty: 5179.548828
	Iteration 36Q: 3 clusters Score -4300973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4300979.500000 Penalty: 5179.548828
	Iteration 37Q: 3 clusters Score -4300980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4300980.500000 Penalty: 5179.548828
	Iteration 38Q: 3 clusters Score -4300980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4300979.500000 Penalty: 5179.548828
	Iteration 39Q: 3 clusters Score -4300980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4300980.000000 Penalty: 5179.548828
	Iteration 40F: 3 clusters Score -4300980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Entering Unmasked Estep 
Score: -4519554.000000 Penalty: 2603.134521
	Iteration 0F: 2 clusters Score -4519554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4494953.500000 Penalty: 5206.269043
	Iteration 0F: 3 clusters Score -4494954 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4504156.500000 Penalty: 5206.269043
	Iteration 1F: 3 clusters Score -4504156 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4504770.000000 Penalty: 5206.269043
	Iteration 2Q: 3 clusters Score -4504770 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4505430.500000 Penalty: 5206.269043
	Iteration 3Q: 3 clusters Score -4505430 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4506147.000000 Penalty: 5206.269043
	Iteration 4Q: 3 clusters Score -4506147 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4507094.000000 Penalty: 5206.269043
	Iteration 5Q: 3 clusters Score -4507094 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4508309.000000 Penalty: 5206.269043
	Iteration 6F: 3 clusters Score -4508309 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4509835.500000 Penalty: 5206.269043
	Iteration 7F: 3 clusters Score -4509836 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4511577.000000 Penalty: 5206.269043
	Iteration 8F: 3 clusters Score -4511577 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4513228.000000 Penalty: 5206.269043
	Iteration 9F: 3 clusters Score -4513228 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4514627.000000 Penalty: 5206.269043
	Iteration 10Q: 3 clusters Score -4514627 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4515664.500000 Penalty: 5206.269043
	Iteration 11Q: 3 clusters Score -4515664 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4516322.000000 Penalty: 5206.269043
	Iteration 12Q: 3 clusters Score -4516322 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4516684.500000 Penalty: 5206.269043
	Iteration 13Q: 3 clusters Score -4516684 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4516933.500000 Penalty: 5206.269043
	Iteration 14Q: 3 clusters Score -4516934 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4517068.000000 Penalty: 5206.269043
	Iteration 15Q: 3 clusters Score -4517068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4517147.500000 Penalty: 5206.269043
	Iteration 16Q: 3 clusters Score -4517148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4517192.000000 Penalty: 5206.269043
	Iteration 17Q: 3 clusters Score -4517192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4517219.500000 Penalty: 5206.269043
	Iteration 18Q: 3 clusters Score -4517220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4517252.000000 Penalty: 5206.269043
	Iteration 19Q: 3 clusters Score -4517252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4517276.000000 Penalty: 5206.269043
	Iteration 20F: 3 clusters Score -4517276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4517293.000000 Penalty: 5206.269043
	Iteration 21Q: 3 clusters Score -4517293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4517304.000000 Penalty: 5206.269043
	Iteration 22Q: 3 clusters Score -4517304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4517313.000000 Penalty: 5206.269043
	Iteration 23Q: 3 clusters Score -4517313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4517337.000000 Penalty: 5206.269043
	Iteration 24Q: 3 clusters Score -4517337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4517349.000000 Penalty: 5206.269043
	Iteration 25Q: 3 clusters Score -4517349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4517362.500000 Penalty: 5206.269043
	Iteration 26Q: 3 clusters Score -4517362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4517363.000000 Penalty: 5206.269043
	Iteration 27Q: 3 clusters Score -4517363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4517371.000000 Penalty: 5206.269043
	Iteration 28Q: 3 clusters Score -4517371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4517380.500000 Penalty: 5206.269043
	Iteration 29Q: 3 clusters Score -4517380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4517389.500000 Penalty: 5206.269043
	Iteration 30Q: 3 clusters Score -4517390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4517387.000000 Penalty: 5206.269043
	Iteration 31Q: 3 clusters Score -4517387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4517386.500000 Penalty: 5206.269043
	Iteration 32Q: 3 clusters Score -4517386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4517387.000000 Penalty: 5206.269043
	Iteration 33Q: 3 clusters Score -4517387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4517392.000000 Penalty: 5206.269043
	Iteration 34Q: 3 clusters Score -4517392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4517392.000000 Penalty: 5206.269043
	Iteration 35F: 3 clusters Score -4517392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Entering Unmasked Estep 
Score: -5533014.500000 Penalty: 2671.683350
	Iteration 0F: 2 clusters Score -5533014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5500838.500000 Penalty: 5343.366699
	Iteration 0F: 3 clusters Score -5500838 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5513009.500000 Penalty: 5343.366699
	Iteration 1F: 3 clusters Score -5513010 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -5513744.000000 Penalty: 5343.366699
	Iteration 2Q: 3 clusters Score -5513744 nChanged 2175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5514532 nChanged 2179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5515386 nChanged 2311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5516399 nChanged 2432
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Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5517671 nChanged 2756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5519351 nChanged 2830
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Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5521318 nChanged 2796
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Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5523272 nChanged 2417
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Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5524995 nChanged 1956
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Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5526207 nChanged 1451
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Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5526946 nChanged 1081
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Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5527436 nChanged 776
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Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5527792 nChanged 646
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Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5528052 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5528289 nChanged 588
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5528514 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5528732 nChanged 480
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Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5528894 nChanged 387
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Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5529015 nChanged 365
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Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5529124 nChanged 362
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Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5529216 nChanged 345
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Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5529312 nChanged 305
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Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5529388 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5529472 nChanged 271
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Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5529542 nChanged 272
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Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5529624 nChanged 264
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Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5529703 nChanged 258
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Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5529788 nChanged 263
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Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5529874 nChanged 221
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Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5529940 nChanged 218
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Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5529990 nChanged 212
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Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5530040 nChanged 212
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Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5530104 nChanged 190
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Mstep: Class 1 contains 43689 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5530154 nChanged 185
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Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5530220 nChanged 189
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Mstep: Class 1 contains 44051 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5530278 nChanged 162
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Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5530330 nChanged 162
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5530394 nChanged 149
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Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5530435 nChanged 131
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Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5530478 nChanged 129
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Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5530504 nChanged 122
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Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5530535 nChanged 116
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Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 2713 members 
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	Iteration 44Q: 3 clusters Score -5530567 nChanged 108
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Mstep: Class 1 contains 45102 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5530608 nChanged 86
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Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5530643 nChanged 76
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Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5530656 nChanged 57
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Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5530672 nChanged 47
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Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5530692 nChanged 45
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5530700 nChanged 55
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Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5530708 nChanged 54
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Mstep: Class 1 contains 45502 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5530726 nChanged 52
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Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5530734 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5530744 nChanged 51
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Mstep: Class 1 contains 45652 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5530756 nChanged 41
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Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5530780 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5530780 nChanged 42
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Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5530794 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5530800 nChanged 27
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Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5530797.000000 Penalty: 5343.366699
	Iteration 60F: 3 clusters Score -5530797 nChanged 22
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Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5530815 nChanged 28
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Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5530822.500000 Penalty: 5343.366699
	Iteration 62Q: 3 clusters Score -5530822 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45898 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5530827 nChanged 17
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Mstep: Class 1 contains 45913 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5530828 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5530828 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5530823.500000 Penalty: 5343.366699
	Iteration 66Q: 3 clusters Score -5530824 nChanged 3
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Mstep: Class 1 contains 45924 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5530826 nChanged 5
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Mstep: Class 1 contains 45929 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5530826 nChanged 5
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Mstep: Class 1 contains 45934 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5530836 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45938 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5530836 nChanged 8
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Mstep: Class 1 contains 45944 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5530842 nChanged 8
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Mstep: Class 1 contains 45950 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5530838 nChanged 6
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Mstep: Class 1 contains 45956 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5530839 nChanged 6
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Entering Unmasked Estep 
Score: -5530830.500000 Penalty: 5343.366699
	Iteration 74Q: 3 clusters Score -5530830 nChanged 3
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5530833 nChanged 7
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5530828 nChanged 10
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Mstep: Class 1 contains 45980 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5530840 nChanged 13
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Mstep: Class 1 contains 45991 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5530843 nChanged 14
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5530850 nChanged 9
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Mstep: Class 1 contains 46014 members 
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Entering Unmasked Estep 
Score: -5530851.500000 Penalty: 5343.366699
	Iteration 80F: 3 clusters Score -5530852 nChanged 10
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Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5530850 nChanged 6
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Mstep: Class 1 contains 46028 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5530852 nChanged 8
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Mstep: Class 1 contains 46034 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5530859 nChanged 2
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Mstep: Class 1 contains 46036 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5530856 nChanged 2
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Mstep: Class 1 contains 46038 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5530852 nChanged 4
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5530866 nChanged 4
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	Iteration 87Q: 3 clusters Score -5530862 nChanged 3
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5530856 nChanged 5
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5530865 nChanged 7
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5530870 nChanged 9
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	Iteration 91Q: 3 clusters Score -5530874 nChanged 14
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5530880 nChanged 19
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5530878 nChanged 17
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Mstep: Class 1 contains 46112 members 
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Entering Unmasked Estep 
Score: -5530881.500000 Penalty: 5343.366699
	Iteration 94Q: 3 clusters Score -5530882 nChanged 18
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Entering Unmasked Estep 
Score: -5530888.500000 Penalty: 5343.366699
	Iteration 95Q: 3 clusters Score -5530888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5530891.500000 Penalty: 5343.366699
	Iteration 96Q: 3 clusters Score -5530892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5530894.000000 Penalty: 5343.366699
	Iteration 97Q: 3 clusters Score -5530894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5530900.000000 Penalty: 5343.366699
	Iteration 98Q: 3 clusters Score -5530900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5530907.000000 Penalty: 5343.366699
	Iteration 99Q: 3 clusters Score -5530907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5530913.000000 Penalty: 5343.366699
	Iteration 100F: 3 clusters Score -5530913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5530918.000000 Penalty: 5343.366699
	Iteration 101Q: 3 clusters Score -5530918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5530908.000000 Penalty: 5343.366699
	Iteration 102Q: 3 clusters Score -5530908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5530912.000000 Penalty: 5343.366699
	Iteration 103Q: 3 clusters Score -5530912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5530919.500000 Penalty: 5343.366699
	Iteration 104Q: 3 clusters Score -5530920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5530914.500000 Penalty: 5343.366699
	Iteration 105Q: 3 clusters Score -5530914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5530926.000000 Penalty: 5343.366699
	Iteration 106Q: 3 clusters Score -5530926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5530926.500000 Penalty: 5343.366699
	Iteration 107Q: 3 clusters Score -5530926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5530922.000000 Penalty: 5343.366699
	Iteration 108Q: 3 clusters Score -5530922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5530921.000000 Penalty: 5343.366699
	Iteration 109Q: 3 clusters Score -5530921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5530927.500000 Penalty: 5343.366699
	Iteration 110Q: 3 clusters Score -5530928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5530921.500000 Penalty: 5343.366699
	Iteration 111Q: 3 clusters Score -5530922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5530923.500000 Penalty: 5343.366699
	Iteration 112Q: 3 clusters Score -5530924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5530924.500000 Penalty: 5343.366699
	Iteration 113Q: 3 clusters Score -5530924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5530929.000000 Penalty: 5343.366699
	Iteration 114Q: 3 clusters Score -5530929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5530933.500000 Penalty: 5343.366699
	Iteration 115Q: 3 clusters Score -5530934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5530927.500000 Penalty: 5343.366699
	Iteration 116Q: 3 clusters Score -5530928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5530928.500000 Penalty: 5343.366699
	Iteration 117Q: 3 clusters Score -5530928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5530928.500000 Penalty: 5343.366699
	Iteration 118F: 3 clusters Score -5530928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Entering Unmasked Estep 
Score: -3517356.000000 Penalty: 2542.713379
	Iteration 0F: 2 clusters Score -3517356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3497836.000000 Penalty: 5085.426758
	Iteration 0F: 3 clusters Score -3497836 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3504922.000000 Penalty: 5085.426758
	Iteration 1F: 3 clusters Score -3504922 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3505468.750000 Penalty: 5085.426758
	Iteration 2F: 3 clusters Score -3505469 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3505947.000000 Penalty: 5085.426758
	Iteration 3Q: 3 clusters Score -3505947 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3506404.750000 Penalty: 5085.426758
	Iteration 4Q: 3 clusters Score -3506405 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3506893.000000 Penalty: 5085.426758
	Iteration 5Q: 3 clusters Score -3506893 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3507490.500000 Penalty: 5085.426758
	Iteration 6Q: 3 clusters Score -3507490 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3508220.500000 Penalty: 5085.426758
	Iteration 7Q: 3 clusters Score -3508220 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3509128.500000 Penalty: 5085.426758
	Iteration 8F: 3 clusters Score -3509128 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3510134.750000 Penalty: 5085.426758
	Iteration 9F: 3 clusters Score -3510135 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3511158.000000 Penalty: 5085.426758
	Iteration 10F: 3 clusters Score -3511158 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3512094.500000 Penalty: 5085.426758
	Iteration 11Q: 3 clusters Score -3512094 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3512828.500000 Penalty: 5085.426758
	Iteration 12Q: 3 clusters Score -3512828 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3513423.500000 Penalty: 5085.426758
	Iteration 13Q: 3 clusters Score -3513424 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3513894.250000 Penalty: 5085.426758
	Iteration 14Q: 3 clusters Score -3513894 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3514195.000000 Penalty: 5085.426758
	Iteration 15Q: 3 clusters Score -3514195 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3514440.000000 Penalty: 5085.426758
	Iteration 16Q: 3 clusters Score -3514440 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3514649.250000 Penalty: 5085.426758
	Iteration 17Q: 3 clusters Score -3514649 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3514818.500000 Penalty: 5085.426758
	Iteration 18Q: 3 clusters Score -3514818 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3514936.750000 Penalty: 5085.426758
	Iteration 19Q: 3 clusters Score -3514937 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3515024.750000 Penalty: 5085.426758
	Iteration 20F: 3 clusters Score -3515025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3515089.000000 Penalty: 5085.426758
	Iteration 21Q: 3 clusters Score -3515089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3515125.500000 Penalty: 5085.426758
	Iteration 22Q: 3 clusters Score -3515126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3515155.000000 Penalty: 5085.426758
	Iteration 23Q: 3 clusters Score -3515155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3515183.250000 Penalty: 5085.426758
	Iteration 24Q: 3 clusters Score -3515183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3515221.000000 Penalty: 5085.426758
	Iteration 25Q: 3 clusters Score -3515221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3515251.750000 Penalty: 5085.426758
	Iteration 26Q: 3 clusters Score -3515252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3515289.500000 Penalty: 5085.426758
	Iteration 27Q: 3 clusters Score -3515290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3515327.000000 Penalty: 5085.426758
	Iteration 28Q: 3 clusters Score -3515327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3515343.500000 Penalty: 5085.426758
	Iteration 29Q: 3 clusters Score -3515344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3515353.000000 Penalty: 5085.426758
	Iteration 30Q: 3 clusters Score -3515353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3515366.500000 Penalty: 5085.426758
	Iteration 31Q: 3 clusters Score -3515366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3515378.750000 Penalty: 5085.426758
	Iteration 32Q: 3 clusters Score -3515379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3515381.750000 Penalty: 5085.426758
	Iteration 33Q: 3 clusters Score -3515382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3515387.250000 Penalty: 5085.426758
	Iteration 34Q: 3 clusters Score -3515387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3515385.250000 Penalty: 5085.426758
	Iteration 35Q: 3 clusters Score -3515385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3515392.750000 Penalty: 5085.426758
	Iteration 36Q: 3 clusters Score -3515393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3515396.500000 Penalty: 5085.426758
	Iteration 37Q: 3 clusters Score -3515396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3515395.250000 Penalty: 5085.426758
	Iteration 38Q: 3 clusters Score -3515395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3515408.250000 Penalty: 5085.426758
	Iteration 39Q: 3 clusters Score -3515408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3515412.750000 Penalty: 5085.426758
	Iteration 40F: 3 clusters Score -3515413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3515418.000000 Penalty: 5085.426758
	Iteration 41Q: 3 clusters Score -3515418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3515418.250000 Penalty: 5085.426758
	Iteration 42Q: 3 clusters Score -3515418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3515419.000000 Penalty: 5085.426758
	Iteration 43Q: 3 clusters Score -3515419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3515419.250000 Penalty: 5085.426758
	Iteration 44Q: 3 clusters Score -3515419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3515419.250000 Penalty: 5085.426758
	Iteration 45F: 3 clusters Score -3515419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46698.843750 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -46698.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45421.128906 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -45421.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45789.285156 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -45789.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46046.671875 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -46046.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46171.265625 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -46171.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46278.949219 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -46278.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46337.367188 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -46337.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46392.585938 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -46392.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46433.894531 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -46433.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46440.871094 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -46440.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46446.550781 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -46446.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46447.816406 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -46447.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46447.816406 Penalty: 2923.623779
	Iteration 11F: 3 clusters Score -46447.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1373976.125000 Penalty: 2310.959961
	Iteration 0F: 2 clusters Score -1373976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1365579.250000 Penalty: 4621.919922
	Iteration 0F: 3 clusters Score -1365579 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1368029.000000 Penalty: 4621.919922
	Iteration 1F: 3 clusters Score -1368029 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1368350.625000 Penalty: 4621.919922
	Iteration 2F: 3 clusters Score -1368351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1368593.375000 Penalty: 4621.919922
	Iteration 3Q: 3 clusters Score -1368593 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1368819.125000 Penalty: 4621.919922
	Iteration 4Q: 3 clusters Score -1368819 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1369048.750000 Penalty: 4621.919922
	Iteration 5Q: 3 clusters Score -1369049 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1369257.125000 Penalty: 4621.919922
	Iteration 6Q: 3 clusters Score -1369257 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1369461.875000 Penalty: 4621.919922
	Iteration 7Q: 3 clusters Score -1369462 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1369672.375000 Penalty: 4621.919922
	Iteration 8Q: 3 clusters Score -1369672 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1369882.000000 Penalty: 4621.919922
	Iteration 9Q: 3 clusters Score -1369882 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1370090.375000 Penalty: 4621.919922
	Iteration 10Q: 3 clusters Score -1370090 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1370307.750000 Penalty: 4621.919922
	Iteration 11Q: 3 clusters Score -1370308 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1370509.500000 Penalty: 4621.919922
	Iteration 12Q: 3 clusters Score -1370510 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1370743.000000 Penalty: 4621.919922
	Iteration 13Q: 3 clusters Score -1370743 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1370976.500000 Penalty: 4621.919922
	Iteration 14Q: 3 clusters Score -1370976 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1371244.375000 Penalty: 4621.919922
	Iteration 15Q: 3 clusters Score -1371244 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1371523.875000 Penalty: 4621.919922
	Iteration 16Q: 3 clusters Score -1371524 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1371820.375000 Penalty: 4621.919922
	Iteration 17Q: 3 clusters Score -1371820 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1372121.000000 Penalty: 4621.919922
	Iteration 18Q: 3 clusters Score -1372121 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1372375.250000 Penalty: 4621.919922
	Iteration 19Q: 3 clusters Score -1372375 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1372557.625000 Penalty: 4621.919922
	Iteration 20F: 3 clusters Score -1372558 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1372736.375000 Penalty: 4621.919922
	Iteration 21Q: 3 clusters Score -1372736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1372884.875000 Penalty: 4621.919922
	Iteration 22Q: 3 clusters Score -1372885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1373006.750000 Penalty: 4621.919922
	Iteration 23Q: 3 clusters Score -1373007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1373070.250000 Penalty: 4621.919922
	Iteration 24Q: 3 clusters Score -1373070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1373118.125000 Penalty: 4621.919922
	Iteration 25Q: 3 clusters Score -1373118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1373150.125000 Penalty: 4621.919922
	Iteration 26Q: 3 clusters Score -1373150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1373158.250000 Penalty: 4621.919922
	Iteration 27Q: 3 clusters Score -1373158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1373162.375000 Penalty: 4621.919922
	Iteration 28Q: 3 clusters Score -1373162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1373171.750000 Penalty: 4621.919922
	Iteration 29Q: 3 clusters Score -1373172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1373172.000000 Penalty: 4621.919922
	Iteration 30Q: 3 clusters Score -1373172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1373175.250000 Penalty: 4621.919922
	Iteration 31Q: 3 clusters Score -1373175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1373174.750000 Penalty: 4621.919922
	Iteration 32Q: 3 clusters Score -1373175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1373174.500000 Penalty: 4621.919922
	Iteration 33Q: 3 clusters Score -1373174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1373175.750000 Penalty: 4621.919922
	Iteration 34Q: 3 clusters Score -1373176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1373176.625000 Penalty: 4621.919922
	Iteration 35Q: 3 clusters Score -1373177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1373176.625000 Penalty: 4621.919922
	Iteration 36F: 3 clusters Score -1373177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -334165.312500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -334165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -331055.062500 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -331055.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331717.375000 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -331717.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331939.187500 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -331939.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -332104.500000 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -332104.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -332256.875000 Penalty: 3933.560547
	Iteration 4Q: 3 clusters Score -332256.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -332376.812500 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -332376.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -332469.250000 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -332469.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -332563.875000 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -332563.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -332653.937500 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -332653.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -332783.156250 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -332783.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -332938.781250 Penalty: 3933.560547
	Iteration 10F: 3 clusters Score -332938.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -333050.312500 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -333050.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -333151.250000 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -333151.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -333214.718750 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -333214.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -333249.562500 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -333249.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -333268.656250 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -333268.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -333278.968750 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -333279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -333288.281250 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -333288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -333290.375000 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -333290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -333290.843750 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -333290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -333290.843750 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -333290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Entering Unmasked Estep 
Score: -704992.625000 Penalty: 2177.330078
	Iteration 0F: 2 clusters Score -704992.6 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 3251 members 
Entering Unmasked Estep 
Score: -699557.062500 Penalty: 4354.660156
	Iteration 0F: 3 clusters Score -699557.1 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -701197.062500 Penalty: 4354.660156
	Iteration 1F: 3 clusters Score -701197.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -701604.687500 Penalty: 4354.660156
	Iteration 2F: 3 clusters Score -701604.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -701903.937500 Penalty: 4354.660156
	Iteration 3F: 3 clusters Score -701903.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -702175.812500 Penalty: 4354.660156
	Iteration 4F: 3 clusters Score -702175.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -702451.187500 Penalty: 4354.660156
	Iteration 5F: 3 clusters Score -702451.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -702652.562500 Penalty: 4354.660156
	Iteration 6Q: 3 clusters Score -702652.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -702809.750000 Penalty: 4354.660156
	Iteration 7Q: 3 clusters Score -702809.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -702935.687500 Penalty: 4354.660156
	Iteration 8Q: 3 clusters Score -702935.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -703030.250000 Penalty: 4354.660156
	Iteration 9Q: 3 clusters Score -703030.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -703107.562500 Penalty: 4354.660156
	Iteration 10Q: 3 clusters Score -703107.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -703167.687500 Penalty: 4354.660156
	Iteration 11Q: 3 clusters Score -703167.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -703217.562500 Penalty: 4354.660156
	Iteration 12Q: 3 clusters Score -703217.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -703267.062500 Penalty: 4354.660156
	Iteration 13Q: 3 clusters Score -703267.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -703305.687500 Penalty: 4354.660156
	Iteration 14Q: 3 clusters Score -703305.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -703334.812500 Penalty: 4354.660156
	Iteration 15Q: 3 clusters Score -703334.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -703362.312500 Penalty: 4354.660156
	Iteration 16Q: 3 clusters Score -703362.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -703400.812500 Penalty: 4354.660156
	Iteration 17Q: 3 clusters Score -703400.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -703442.937500 Penalty: 4354.660156
	Iteration 18Q: 3 clusters Score -703442.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -703488.625000 Penalty: 4354.660156
	Iteration 19Q: 3 clusters Score -703488.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -703537.750000 Penalty: 4354.660156
	Iteration 20F: 3 clusters Score -703537.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -703591.187500 Penalty: 4354.660156
	Iteration 21Q: 3 clusters Score -703591.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -703655.000000 Penalty: 4354.660156
	Iteration 22Q: 3 clusters Score -703655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -703702.875000 Penalty: 4354.660156
	Iteration 23Q: 3 clusters Score -703702.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -703747.875000 Penalty: 4354.660156
	Iteration 24Q: 3 clusters Score -703747.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -703792.375000 Penalty: 4354.660156
	Iteration 25Q: 3 clusters Score -703792.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -703843.062500 Penalty: 4354.660156
	Iteration 26Q: 3 clusters Score -703843.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -703891.062500 Penalty: 4354.660156
	Iteration 27Q: 3 clusters Score -703891.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -703928.562500 Penalty: 4354.660156
	Iteration 28Q: 3 clusters Score -703928.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -703959.750000 Penalty: 4354.660156
	Iteration 29Q: 3 clusters Score -703959.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -703982.687500 Penalty: 4354.660156
	Iteration 30Q: 3 clusters Score -703982.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -704005.000000 Penalty: 4354.660156
	Iteration 31Q: 3 clusters Score -704005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -704031.875000 Penalty: 4354.660156
	Iteration 32Q: 3 clusters Score -704031.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -704056.437500 Penalty: 4354.660156
	Iteration 33Q: 3 clusters Score -704056.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -704077.625000 Penalty: 4354.660156
	Iteration 34Q: 3 clusters Score -704077.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -704105.687500 Penalty: 4354.660156
	Iteration 35Q: 3 clusters Score -704105.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -704125.500000 Penalty: 4354.660156
	Iteration 36Q: 3 clusters Score -704125.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -704150.375000 Penalty: 4354.660156
	Iteration 37Q: 3 clusters Score -704150.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -704171.625000 Penalty: 4354.660156
	Iteration 38Q: 3 clusters Score -704171.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -704190.500000 Penalty: 4354.660156
	Iteration 39Q: 3 clusters Score -704190.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -704205.500000 Penalty: 4354.660156
	Iteration 40F: 3 clusters Score -704205.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -704221.500000 Penalty: 4354.660156
	Iteration 41Q: 3 clusters Score -704221.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -704238.937500 Penalty: 4354.660156
	Iteration 42Q: 3 clusters Score -704238.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -704258.125000 Penalty: 4354.660156
	Iteration 43Q: 3 clusters Score -704258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -704268.437500 Penalty: 4354.660156
	Iteration 44Q: 3 clusters Score -704268.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -704276.000000 Penalty: 4354.660156
	Iteration 45Q: 3 clusters Score -704276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -704281.312500 Penalty: 4354.660156
	Iteration 46Q: 3 clusters Score -704281.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -704290.750000 Penalty: 4354.660156
	Iteration 47Q: 3 clusters Score -704290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -704298.875000 Penalty: 4354.660156
	Iteration 48Q: 3 clusters Score -704298.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -704309.937500 Penalty: 4354.660156
	Iteration 49Q: 3 clusters Score -704309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -704318.562500 Penalty: 4354.660156
	Iteration 50Q: 3 clusters Score -704318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -704326.437500 Penalty: 4354.660156
	Iteration 51Q: 3 clusters Score -704326.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -704330.312500 Penalty: 4354.660156
	Iteration 52Q: 3 clusters Score -704330.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -704336.250000 Penalty: 4354.660156
	Iteration 53Q: 3 clusters Score -704336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -704339.875000 Penalty: 4354.660156
	Iteration 54Q: 3 clusters Score -704339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -704342.625000 Penalty: 4354.660156
	Iteration 55Q: 3 clusters Score -704342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -704343.625000 Penalty: 4354.660156
	Iteration 56Q: 3 clusters Score -704343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -704344.000000 Penalty: 4354.660156
	Iteration 57Q: 3 clusters Score -704344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -704343.812500 Penalty: 4354.660156
	Iteration 58Q: 3 clusters Score -704343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -704344.750000 Penalty: 4354.660156
	Iteration 59Q: 3 clusters Score -704344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -704344.750000 Penalty: 4354.660156
	Iteration 60F: 3 clusters Score -704344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Entering Unmasked Estep 
Score: -9635449.000000 Penalty: 2795.234863
	Iteration 0F: 2 clusters Score -9635449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -9582672.000000 Penalty: 5590.469727
	Iteration 0F: 3 clusters Score -9582672 nChanged 36756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -9604270.000000 Penalty: 5590.469727
	Iteration 1F: 3 clusters Score -9604270 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -9605680.000000 Penalty: 5590.469727
	Iteration 2Q: 3 clusters Score -9605680 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -9607672.000000 Penalty: 5590.469727
	Iteration 3F: 3 clusters Score -9607672 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -9610189.000000 Penalty: 5590.469727
	Iteration 4F: 3 clusters Score -9610189 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -9613597.000000 Penalty: 5590.469727
	Iteration 5F: 3 clusters Score -9613597 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -9617270.000000 Penalty: 5590.469727
	Iteration 6F: 3 clusters Score -9617270 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -9621090.000000 Penalty: 5590.469727
	Iteration 7F: 3 clusters Score -9621090 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -9624613.000000 Penalty: 5590.469727
	Iteration 8F: 3 clusters Score -9624613 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -9627561.000000 Penalty: 5590.469727
	Iteration 9F: 3 clusters Score -9627561 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9629613.000000 Penalty: 5590.469727
	Iteration 10Q: 3 clusters Score -9629613 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -9630808.000000 Penalty: 5590.469727
	Iteration 11Q: 3 clusters Score -9630808 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -9631548.000000 Penalty: 5590.469727
	Iteration 12Q: 3 clusters Score -9631548 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9631995.000000 Penalty: 5590.469727
	Iteration 13Q: 3 clusters Score -9631995 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -9632295.000000 Penalty: 5590.469727
	Iteration 14Q: 3 clusters Score -9632295 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -9632446.000000 Penalty: 5590.469727
	Iteration 15Q: 3 clusters Score -9632446 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -9632576.000000 Penalty: 5590.469727
	Iteration 16Q: 3 clusters Score -9632576 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -9632662.000000 Penalty: 5590.469727
	Iteration 17Q: 3 clusters Score -9632662 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -9632740.000000 Penalty: 5590.469727
	Iteration 18Q: 3 clusters Score -9632740 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -9632763.000000 Penalty: 5590.469727
	Iteration 19Q: 3 clusters Score -9632763 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -9632797.000000 Penalty: 5590.469727
	Iteration 20F: 3 clusters Score -9632797 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -9632799.000000 Penalty: 5590.469727
	Iteration 21Q: 3 clusters Score -9632799 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9632838.000000 Penalty: 5590.469727
	Iteration 22Q: 3 clusters Score -9632838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9632831.000000 Penalty: 5590.469727
	Iteration 23Q: 3 clusters Score -9632831 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -9632818.000000 Penalty: 5590.469727
	Iteration 24Q: 3 clusters Score -9632818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -9632813.000000 Penalty: 5590.469727
	Iteration 25Q: 3 clusters Score -9632813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -9632815.000000 Penalty: 5590.469727
	Iteration 26Q: 3 clusters Score -9632815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -9632830.000000 Penalty: 5590.469727
	Iteration 27Q: 3 clusters Score -9632830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -9632837.000000 Penalty: 5590.469727
	Iteration 28Q: 3 clusters Score -9632837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -9632842.000000 Penalty: 5590.469727
	Iteration 29Q: 3 clusters Score -9632842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -9632845.000000 Penalty: 5590.469727
	Iteration 30Q: 3 clusters Score -9632845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -9632862.000000 Penalty: 5590.469727
	Iteration 31Q: 3 clusters Score -9632862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -9632862.000000 Penalty: 5590.469727
	Iteration 32Q: 3 clusters Score -9632862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -9632864.000000 Penalty: 5590.469727
	Iteration 33Q: 3 clusters Score -9632864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -9632863.000000 Penalty: 5590.469727
	Iteration 34Q: 3 clusters Score -9632863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -9632867.000000 Penalty: 5590.469727
	Iteration 35Q: 3 clusters Score -9632867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -9632867.000000 Penalty: 5590.469727
	Iteration 36Q: 3 clusters Score -9632867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -9632865.000000 Penalty: 5590.469727
	Iteration 37Q: 3 clusters Score -9632865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -9632885.000000 Penalty: 5590.469727
	Iteration 38Q: 3 clusters Score -9632885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -9632866.000000 Penalty: 5590.469727
	Iteration 39Q: 3 clusters Score -9632866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -9632867.000000 Penalty: 5590.469727
	Iteration 40F: 3 clusters Score -9632867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -9632877.000000 Penalty: 5590.469727
	Iteration 41Q: 3 clusters Score -9632877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -9632863.000000 Penalty: 5590.469727
	Iteration 42Q: 3 clusters Score -9632863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9632872.000000 Penalty: 5590.469727
	Iteration 43Q: 3 clusters Score -9632872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -9632865.000000 Penalty: 5590.469727
	Iteration 44Q: 3 clusters Score -9632865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9632860.000000 Penalty: 5590.469727
	Iteration 45Q: 3 clusters Score -9632860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9632873.000000 Penalty: 5590.469727
	Iteration 46Q: 3 clusters Score -9632873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9632884.000000 Penalty: 5590.469727
	Iteration 47Q: 3 clusters Score -9632884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -9632866.000000 Penalty: 5590.469727
	Iteration 48Q: 3 clusters Score -9632866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9632886.000000 Penalty: 5590.469727
	Iteration 49Q: 3 clusters Score -9632886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -9632891.000000 Penalty: 5590.469727
	Iteration 50Q: 3 clusters Score -9632891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -9632887.000000 Penalty: 5590.469727
	Iteration 51Q: 3 clusters Score -9632887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -9632902.000000 Penalty: 5590.469727
	Iteration 52Q: 3 clusters Score -9632902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -9632905.000000 Penalty: 5590.469727
	Iteration 53Q: 3 clusters Score -9632905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -9632913.000000 Penalty: 5590.469727
	Iteration 54Q: 3 clusters Score -9632913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -9632918.000000 Penalty: 5590.469727
	Iteration 55Q: 3 clusters Score -9632918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -9632918.000000 Penalty: 5590.469727
	Iteration 56Q: 3 clusters Score -9632918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -9632911.000000 Penalty: 5590.469727
	Iteration 57Q: 3 clusters Score -9632911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -9632911.000000 Penalty: 5590.469727
	Iteration 58Q: 3 clusters Score -9632911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -9632917.000000 Penalty: 5590.469727
	Iteration 59Q: 3 clusters Score -9632917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -9632945.000000 Penalty: 5590.469727
	Iteration 60F: 3 clusters Score -9632945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -9632932.000000 Penalty: 5590.469727
	Iteration 61Q: 3 clusters Score -9632932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -9632938.000000 Penalty: 5590.469727
	Iteration 62Q: 3 clusters Score -9632938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -9632937.000000 Penalty: 5590.469727
	Iteration 63Q: 3 clusters Score -9632937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -9632938.000000 Penalty: 5590.469727
	Iteration 64Q: 3 clusters Score -9632938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -9632951.000000 Penalty: 5590.469727
	Iteration 65Q: 3 clusters Score -9632951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -9632957.000000 Penalty: 5590.469727
	Iteration 66Q: 3 clusters Score -9632957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9632955.000000 Penalty: 5590.469727
	Iteration 67Q: 3 clusters Score -9632955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9632960.000000 Penalty: 5590.469727
	Iteration 68Q: 3 clusters Score -9632960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9632952.000000 Penalty: 5590.469727
	Iteration 69Q: 3 clusters Score -9632952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 26753 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51861 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9632970 nChanged 33
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Mstep: Class 1 contains 51926 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9632974 nChanged 30
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Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9632968 nChanged 28
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9632971 nChanged 24
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Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9632958 nChanged 27
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Mstep: Class 1 contains 52062 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9632954 nChanged 30
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Mstep: Class 1 contains 52092 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9632974 nChanged 35
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Mstep: Class 1 contains 52127 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52159 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9632968 nChanged 35
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Mstep: Class 1 contains 52194 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52221 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9632949 nChanged 35
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Mstep: Class 1 contains 52256 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9632953 nChanged 34
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Mstep: Class 1 contains 52290 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52328 members 
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	Iteration 89Q: 3 clusters Score -9632948 nChanged 39
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Mstep: Class 1 contains 52365 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9632925 nChanged 37
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Mstep: Class 1 contains 52402 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9632922 nChanged 38
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Mstep: Class 1 contains 52440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52490 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9632940 nChanged 54
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Mstep: Class 1 contains 52544 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9632948 nChanged 46
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Mstep: Class 1 contains 52590 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52639 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9632941 nChanged 44
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Mstep: Class 1 contains 52679 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9632928 nChanged 46
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Mstep: Class 1 contains 52725 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9632943 nChanged 56
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Mstep: Class 1 contains 52840 members 
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	Iteration 100F: 3 clusters Score -9632968 nChanged 70
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	Iteration 101Q: 3 clusters Score -9632958 nChanged 54
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	Iteration 102Q: 3 clusters Score -9632965 nChanged 52
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9632994 nChanged 63
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9632977 nChanged 47
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	Iteration 110Q: 3 clusters Score -9632989 nChanged 56
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	Iteration 111Q: 3 clusters Score -9632976 nChanged 60
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9632975 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 114Q: 3 clusters Score -9632980 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53756 members 
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	Iteration 116Q: 3 clusters Score -9633006 nChanged 63
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	Iteration 120F: 3 clusters Score -9633010 nChanged 56
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	Iteration 121Q: 3 clusters Score -9633012 nChanged 55
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	Iteration 122Q: 3 clusters Score -9633019 nChanged 45
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	Iteration 125Q: 3 clusters Score -9633003 nChanged 47
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9632994 nChanged 52
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	Iteration 130Q: 3 clusters Score -9633001 nChanged 63
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	Iteration 131Q: 3 clusters Score -9632994 nChanged 61
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	Iteration 132Q: 3 clusters Score -9633001 nChanged 55
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	Iteration 134Q: 3 clusters Score -9632986 nChanged 52
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	Iteration 138Q: 3 clusters Score -9633033 nChanged 80
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	Iteration 139Q: 3 clusters Score -9633027 nChanged 84
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	Iteration 142Q: 3 clusters Score -9633032 nChanged 68
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	Iteration 144Q: 3 clusters Score -9633028 nChanged 64
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	Iteration 145Q: 3 clusters Score -9633040 nChanged 71
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	Iteration 148Q: 3 clusters Score -9633053 nChanged 64
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	Iteration 163Q: 3 clusters Score -9633137 nChanged 118
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Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9633152 nChanged 118
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	Iteration 168Q: 3 clusters Score -9633198 nChanged 129
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9633241 nChanged 100
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Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9633240 nChanged 90
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Mstep: Class 1 contains 58055 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9633239 nChanged 89
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Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9633247 nChanged 101
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9633232 nChanged 104
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9633266 nChanged 104
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	Iteration 178Q: 3 clusters Score -9633265 nChanged 94
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Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9633263 nChanged 90
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9633292 nChanged 104
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9633277 nChanged 102
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9633290 nChanged 109
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9633319 nChanged 111
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	Iteration 186Q: 3 clusters Score -9633341 nChanged 119
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9633344 nChanged 110
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9633337 nChanged 86
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	Iteration 190Q: 3 clusters Score -9633343 nChanged 79
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	Iteration 191Q: 3 clusters Score -9633337 nChanged 74
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9633357 nChanged 67
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	Iteration 193Q: 3 clusters Score -9633355 nChanged 65
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	Iteration 196Q: 3 clusters Score -9633379 nChanged 78
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9633368 nChanged 83
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9633378 nChanged 85
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	Iteration 199Q: 3 clusters Score -9633395 nChanged 77
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	Iteration 200F: 3 clusters Score -9633397 nChanged 76
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9633403 nChanged 67
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9633416 nChanged 86
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	Iteration 204Q: 3 clusters Score -9633420 nChanged 72
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	Iteration 205Q: 3 clusters Score -9633426 nChanged 64
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9633430 nChanged 75
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Mstep: Class 1 contains 61014 members 
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	Iteration 208Q: 3 clusters Score -9633447 nChanged 70
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	Iteration 210Q: 3 clusters Score -9633454 nChanged 64
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	Iteration 211Q: 3 clusters Score -9633477 nChanged 69
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	Iteration 213Q: 3 clusters Score -9633487 nChanged 60
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	Iteration 214Q: 3 clusters Score -9633500 nChanged 63
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9633515 nChanged 67
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	Iteration 216Q: 3 clusters Score -9633535 nChanged 69
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	Iteration 217Q: 3 clusters Score -9633531 nChanged 80
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	Iteration 218Q: 3 clusters Score -9633546 nChanged 80
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	Iteration 220F: 3 clusters Score -9633549 nChanged 65
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	Iteration 223Q: 3 clusters Score -9633537 nChanged 67
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	Iteration 224Q: 3 clusters Score -9633554 nChanged 62
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	Iteration 226Q: 3 clusters Score -9633542 nChanged 64
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	Iteration 228Q: 3 clusters Score -9633549 nChanged 64
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	Iteration 229Q: 3 clusters Score -9633538 nChanged 67
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	Iteration 230Q: 3 clusters Score -9633551 nChanged 66
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	Iteration 231Q: 3 clusters Score -9633583 nChanged 71
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	Iteration 233Q: 3 clusters Score -9633583 nChanged 63
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	Iteration 234Q: 3 clusters Score -9633583 nChanged 67
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	Iteration 235Q: 3 clusters Score -9633585 nChanged 75
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	Iteration 236Q: 3 clusters Score -9633583 nChanged 86
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	Iteration 237Q: 3 clusters Score -9633598 nChanged 79
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	Iteration 238Q: 3 clusters Score -9633579 nChanged 72
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	Iteration 239Q: 3 clusters Score -9633587 nChanged 61
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	Iteration 240F: 3 clusters Score -9633592 nChanged 57
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	Iteration 241Q: 3 clusters Score -9633589 nChanged 58
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	Iteration 243Q: 3 clusters Score -9633599 nChanged 48
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	Iteration 246Q: 3 clusters Score -9633630 nChanged 41
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	Iteration 247Q: 3 clusters Score -9633618 nChanged 43
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	Iteration 249Q: 3 clusters Score -9633637 nChanged 52
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	Iteration 250Q: 3 clusters Score -9633616 nChanged 57
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	Iteration 251Q: 3 clusters Score -9633600 nChanged 56
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	Iteration 252Q: 3 clusters Score -9633620 nChanged 50
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	Iteration 253Q: 3 clusters Score -9633632 nChanged 61
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	Iteration 254Q: 3 clusters Score -9633643 nChanged 66
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	Iteration 255Q: 3 clusters Score -9633644 nChanged 66
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	Iteration 256Q: 3 clusters Score -9633670 nChanged 69
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	Iteration 257Q: 3 clusters Score -9633682 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9633664 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9633662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -9633653 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9633664 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9633674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9633681 nChanged 45
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Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9633697 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9633700 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9633707 nChanged 35
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Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9633710 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9633719 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64655 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9633713 nChanged 46
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Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9633710 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9633714 nChanged 45
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Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9633726 nChanged 40
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Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -9633719 nChanged 34
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Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9633736 nChanged 33
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Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9633733 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9633724 nChanged 44
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Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9633733 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9633732 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9633716 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9633722 nChanged 39
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Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9633722 nChanged 37
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Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -9633727 nChanged 34
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Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9633718 nChanged 32
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Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -9633719 nChanged 31
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Mstep: Class 1 contains 65283 members 
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -9633743 nChanged 34
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Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -9633748 nChanged 32
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Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9633747 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65374 members 
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -9633746 nChanged 21
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Mstep: Class 1 contains 65395 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65423 members 
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Mstep: Class 1 contains 65454 members 
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Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -9633743 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65494 members 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -9633738 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65536 members 
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Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -9633755 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65580 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -9633739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -9633769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 12820 members 
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	Iteration 297Q: 3 clusters Score -9633757 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -9633753 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65753 members 
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	Iteration 299Q: 3 clusters Score -9633763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -9633789 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -9633797 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -9633801 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -9633817 nChanged 56
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Mstep: Class 1 contains 65987 members 
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	Iteration 304Q: 3 clusters Score -9633799 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66037 members 
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	Iteration 305Q: 3 clusters Score -9633800 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66074 members 
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	Iteration 306Q: 3 clusters Score -9633792 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66107 members 
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	Iteration 307Q: 3 clusters Score -9633803 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66143 members 
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	Iteration 308Q: 3 clusters Score -9633803 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66180 members 
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	Iteration 309Q: 3 clusters Score -9633807 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66214 members 
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	Iteration 310Q: 3 clusters Score -9633801 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66253 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -9633796 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66294 members 
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	Iteration 312Q: 3 clusters Score -9633800 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9633789 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66376 members 
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Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -9633795 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 12096 members 
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	Iteration 315Q: 3 clusters Score -9633789 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 12050 members 
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	Iteration 316Q: 3 clusters Score -9633798 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -9633787 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9633781 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66616 members 
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	Iteration 319Q: 3 clusters Score -9633772 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9633790 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66709 members 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -9633805 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66755 members 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -9633815 nChanged 58
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Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -9633802 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66869 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -9633819 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -9633832 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -9633835 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -9633839 nChanged 44
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Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 11438 members 
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	Iteration 328Q: 3 clusters Score -9633832 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -9633844 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -9633867 nChanged 64
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Mstep: Class 1 contains 67257 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -9633855 nChanged 83
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Mstep: Class 1 contains 67338 members 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -9633879 nChanged 82
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Mstep: Class 1 contains 67418 members 
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	Iteration 333Q: 3 clusters Score -9633889 nChanged 90
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Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -9633911 nChanged 87
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Mstep: Class 1 contains 67589 members 
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	Iteration 335Q: 3 clusters Score -9633900 nChanged 93
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -9633917 nChanged 108
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -9633937 nChanged 114
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Mstep: Class 1 contains 67890 members 
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	Iteration 338Q: 3 clusters Score -9633939 nChanged 101
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Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 10529 members 
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	Iteration 339Q: 3 clusters Score -9633947 nChanged 92
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Mstep: Class 1 contains 68073 members 
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -9633951 nChanged 85
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Mstep: Class 1 contains 68154 members 
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	Iteration 341Q: 3 clusters Score -9633955 nChanged 75
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Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -9633963 nChanged 80
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Mstep: Class 1 contains 68303 members 
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -9633977 nChanged 75
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	Iteration 344Q: 3 clusters Score -9633972 nChanged 78
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	Iteration 345Q: 3 clusters Score -9633972 nChanged 87
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Mstep: Class 1 contains 68529 members 
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	Iteration 346Q: 3 clusters Score -9633968 nChanged 95
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Mstep: Class 1 contains 68622 members 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -9633983 nChanged 86
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Mstep: Class 1 contains 68706 members 
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9633999 nChanged 79
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Mstep: Class 1 contains 68783 members 
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -9633992 nChanged 68
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Mstep: Class 1 contains 68851 members 
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	Iteration 350Q: 3 clusters Score -9634004 nChanged 53
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Mstep: Class 1 contains 68900 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9633999 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -9634005 nChanged 42
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Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -9634013 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -9634039 nChanged 46
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Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -9634039 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9634051 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -9634056 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9634066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -9634070 nChanged 46
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Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -9634069 nChanged 43
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Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -9634066 nChanged 49
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Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -9634067 nChanged 52
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Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -9634068 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -9634066 nChanged 43
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Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -9634080 nChanged 46
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Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -9634074 nChanged 46
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Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -9634068 nChanged 51
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Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -9634070 nChanged 44
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Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -9634079 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -9634091 nChanged 55
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Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -9634085 nChanged 61
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Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -9634096 nChanged 65
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Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -9634105 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
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Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -9634111 nChanged 52
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Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -9634125 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -9634139 nChanged 54
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Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -9634140 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -9634136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -9634152 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -9634143 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70430 members 
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Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -9634154 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70494 members 
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Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -9634159 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -9634154 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -9634158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
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Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -9634163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -9634165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -9634168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -9634179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -9634201 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71000 members 
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Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -9634182 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71069 members 
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Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -9634183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
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Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -9634210 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -9634211 nChanged 87
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Mstep: Class 1 contains 71320 members 
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Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -9634220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -9634224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -9634221 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -9634244 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -9634252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 6819 members 
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	Iteration 401Q: 3 clusters Score -9634246 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 6764 members 
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	Iteration 402Q: 3 clusters Score -9634256 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -9634243 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -9634238 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -9634242 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -9634269 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71903 members 
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Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -9634271 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -9634275 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -9634268 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -9634287 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72000 members 
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	Iteration 411Q: 3 clusters Score -9634282 nChanged 18
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Mstep: Class 1 contains 72016 members 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -9634278 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72036 members 
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Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -9634289 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72055 members 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -9634306 nChanged 13
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Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 6452 members 
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	Iteration 415Q: 3 clusters Score -9634302 nChanged 12
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Mstep: Class 1 contains 72078 members 
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	Iteration 416Q: 3 clusters Score -9634302 nChanged 10
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Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 6434 members 
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	Iteration 417Q: 3 clusters Score -9634304 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 6423 members 
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	Iteration 418Q: 3 clusters Score -9634299 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72115 members 
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	Iteration 419Q: 3 clusters Score -9634308 nChanged 20
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Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -9634300 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -9634296 nChanged 27
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Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -9634313 nChanged 27
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Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -9634308 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -9634327 nChanged 19
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Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -9634310 nChanged 18
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Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -9634328 nChanged 26
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Mstep: Class 1 contains 72267 members 
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -9634324 nChanged 19
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Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -9634332 nChanged 11
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Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -9634331 nChanged 10
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Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 6213 members 
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	Iteration 430Q: 3 clusters Score -9634340 nChanged 10
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Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -9634344 nChanged 8
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Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -9634335.000000 Penalty: 5590.469727
	Iteration 432Q: 3 clusters Score -9634335 nChanged 9
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Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -9634333.000000 Penalty: 5590.469727
	Iteration 433Q: 3 clusters Score -9634333 nChanged 8
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Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -9634346 nChanged 10
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Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -9634342 nChanged 9
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Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -9634346 nChanged 10
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Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 6151 members 
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	Iteration 437Q: 3 clusters Score -9634347 nChanged 13
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Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -9634358 nChanged 9
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Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -9634339.000000 Penalty: 5590.469727
	Iteration 439Q: 3 clusters Score -9634339 nChanged 6
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Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -9634341 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -9634343 nChanged 3
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Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -9634340 nChanged 6
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Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -9634343 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -9634347.000000 Penalty: 5590.469727
	Iteration 444Q: 3 clusters Score -9634347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -9634357.000000 Penalty: 5590.469727
	Iteration 445Q: 3 clusters Score -9634357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -9634352.000000 Penalty: 5590.469727
	Iteration 446Q: 3 clusters Score -9634352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -9634355.000000 Penalty: 5590.469727
	Iteration 447Q: 3 clusters Score -9634355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -9634343.000000 Penalty: 5590.469727
	Iteration 448Q: 3 clusters Score -9634343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -9634343.000000 Penalty: 5590.469727
	Iteration 449Q: 3 clusters Score -9634343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -9634330.000000 Penalty: 5590.469727
	Iteration 450Q: 3 clusters Score -9634330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9634332.000000 Penalty: 5590.469727
	Iteration 451Q: 3 clusters Score -9634332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9634328.000000 Penalty: 5590.469727
	Iteration 452Q: 3 clusters Score -9634328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -9634329.000000 Penalty: 5590.469727
	Iteration 453Q: 3 clusters Score -9634329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -9634337.000000 Penalty: 5590.469727
	Iteration 454Q: 3 clusters Score -9634337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9634332.000000 Penalty: 5590.469727
	Iteration 455Q: 3 clusters Score -9634332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -9634338.000000 Penalty: 5590.469727
	Iteration 456Q: 3 clusters Score -9634338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -9634319.000000 Penalty: 5590.469727
	Iteration 457Q: 3 clusters Score -9634319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -9634322.000000 Penalty: 5590.469727
	Iteration 458Q: 3 clusters Score -9634322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -9634328.000000 Penalty: 5590.469727
	Iteration 459Q: 3 clusters Score -9634328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9634333.000000 Penalty: 5590.469727
	Iteration 460F: 3 clusters Score -9634333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -9634327.000000 Penalty: 5590.469727
	Iteration 461Q: 3 clusters Score -9634327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9634336.000000 Penalty: 5590.469727
	Iteration 462Q: 3 clusters Score -9634336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -9634332.000000 Penalty: 5590.469727
	Iteration 463Q: 3 clusters Score -9634332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -9634331.000000 Penalty: 5590.469727
	Iteration 464Q: 3 clusters Score -9634331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -9634332.000000 Penalty: 5590.469727
	Iteration 465Q: 3 clusters Score -9634332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -9634327.000000 Penalty: 5590.469727
	Iteration 466Q: 3 clusters Score -9634327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9634330.000000 Penalty: 5590.469727
	Iteration 467Q: 3 clusters Score -9634330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -9634323.000000 Penalty: 5590.469727
	Iteration 468Q: 3 clusters Score -9634323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -9634324.000000 Penalty: 5590.469727
	Iteration 469Q: 3 clusters Score -9634324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -9634324.000000 Penalty: 5590.469727
	Iteration 470Q: 3 clusters Score -9634324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -9634319.000000 Penalty: 5590.469727
	Iteration 471Q: 3 clusters Score -9634319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -9634322.000000 Penalty: 5590.469727
	Iteration 472Q: 3 clusters Score -9634322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9634320.000000 Penalty: 5590.469727
	Iteration 473Q: 3 clusters Score -9634320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -9634325.000000 Penalty: 5590.469727
	Iteration 474Q: 3 clusters Score -9634325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -9634328.000000 Penalty: 5590.469727
	Iteration 475Q: 3 clusters Score -9634328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9634324.000000 Penalty: 5590.469727
	Iteration 476Q: 3 clusters Score -9634324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -9634328.000000 Penalty: 5590.469727
	Iteration 477Q: 3 clusters Score -9634328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9634332.000000 Penalty: 5590.469727
	Iteration 478Q: 3 clusters Score -9634332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -9634337.000000 Penalty: 5590.469727
	Iteration 479Q: 3 clusters Score -9634337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -9634336.000000 Penalty: 5590.469727
	Iteration 480F: 3 clusters Score -9634336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9634344.000000 Penalty: 5590.469727
	Iteration 481Q: 3 clusters Score -9634344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -9634344.000000 Penalty: 5590.469727
	Iteration 482Q: 3 clusters Score -9634344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -9634348.000000 Penalty: 5590.469727
	Iteration 483Q: 3 clusters Score -9634348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -9634347.000000 Penalty: 5590.469727
	Iteration 484Q: 3 clusters Score -9634347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -9634352.000000 Penalty: 5590.469727
	Iteration 485Q: 3 clusters Score -9634352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -9634349.000000 Penalty: 5590.469727
	Iteration 486Q: 3 clusters Score -9634349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -9634353.000000 Penalty: 5590.469727
	Iteration 487Q: 3 clusters Score -9634353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -9634352.000000 Penalty: 5590.469727
	Iteration 488Q: 3 clusters Score -9634352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -9634347.000000 Penalty: 5590.469727
	Iteration 489Q: 3 clusters Score -9634347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9634357.000000 Penalty: 5590.469727
	Iteration 490Q: 3 clusters Score -9634357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9634352.000000 Penalty: 5590.469727
	Iteration 491Q: 3 clusters Score -9634352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9634355.000000 Penalty: 5590.469727
	Iteration 492Q: 3 clusters Score -9634355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9634355.000000 Penalty: 5590.469727
	Iteration 493F: 3 clusters Score -9634355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Entering Unmasked Estep 
Score: -1608244.750000 Penalty: 2348.600586
	Iteration 0F: 2 clusters Score -1608245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1598701.125000 Penalty: 4697.201172
	Iteration 0F: 3 clusters Score -1598701 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1601821.500000 Penalty: 4697.201172
	Iteration 1F: 3 clusters Score -1601822 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1602257 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1602690 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1603251.250000 Penalty: 4697.201172
	Iteration 4F: 3 clusters Score -1603251 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1603861.000000 Penalty: 4697.201172
	Iteration 5F: 3 clusters Score -1603861 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1604478.250000 Penalty: 4697.201172
	Iteration 6F: 3 clusters Score -1604478 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1604949.125000 Penalty: 4697.201172
	Iteration 7F: 3 clusters Score -1604949 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1605317.875000 Penalty: 4697.201172
	Iteration 8Q: 3 clusters Score -1605318 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1605635.875000 Penalty: 4697.201172
	Iteration 9Q: 3 clusters Score -1605636 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1605880.750000 Penalty: 4697.201172
	Iteration 10Q: 3 clusters Score -1605881 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1606079.875000 Penalty: 4697.201172
	Iteration 11Q: 3 clusters Score -1606080 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1606238.250000 Penalty: 4697.201172
	Iteration 12Q: 3 clusters Score -1606238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1606370.125000 Penalty: 4697.201172
	Iteration 13Q: 3 clusters Score -1606370 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1606470.250000 Penalty: 4697.201172
	Iteration 14Q: 3 clusters Score -1606470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1606559.000000 Penalty: 4697.201172
	Iteration 15Q: 3 clusters Score -1606559 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1606646.250000 Penalty: 4697.201172
	Iteration 16Q: 3 clusters Score -1606646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1606728.000000 Penalty: 4697.201172
	Iteration 17Q: 3 clusters Score -1606728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1606822.500000 Penalty: 4697.201172
	Iteration 18Q: 3 clusters Score -1606822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1606909.000000 Penalty: 4697.201172
	Iteration 19Q: 3 clusters Score -1606909 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1606981.250000 Penalty: 4697.201172
	Iteration 20F: 3 clusters Score -1606981 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1607050.000000 Penalty: 4697.201172
	Iteration 21Q: 3 clusters Score -1607050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1607099.750000 Penalty: 4697.201172
	Iteration 22Q: 3 clusters Score -1607100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1607142.125000 Penalty: 4697.201172
	Iteration 23Q: 3 clusters Score -1607142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1607171.000000 Penalty: 4697.201172
	Iteration 24Q: 3 clusters Score -1607171 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1607206.125000 Penalty: 4697.201172
	Iteration 25Q: 3 clusters Score -1607206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1607218.500000 Penalty: 4697.201172
	Iteration 26Q: 3 clusters Score -1607218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1607245.750000 Penalty: 4697.201172
	Iteration 27Q: 3 clusters Score -1607246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1607264.500000 Penalty: 4697.201172
	Iteration 28Q: 3 clusters Score -1607264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1607278.250000 Penalty: 4697.201172
	Iteration 29Q: 3 clusters Score -1607278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1607290.125000 Penalty: 4697.201172
	Iteration 30Q: 3 clusters Score -1607290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1607299.125000 Penalty: 4697.201172
	Iteration 31Q: 3 clusters Score -1607299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1607303.125000 Penalty: 4697.201172
	Iteration 32Q: 3 clusters Score -1607303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1607310.500000 Penalty: 4697.201172
	Iteration 33Q: 3 clusters Score -1607310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1607317.625000 Penalty: 4697.201172
	Iteration 34Q: 3 clusters Score -1607318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1607323.875000 Penalty: 4697.201172
	Iteration 35Q: 3 clusters Score -1607324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1607331.125000 Penalty: 4697.201172
	Iteration 36Q: 3 clusters Score -1607331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1607343.375000 Penalty: 4697.201172
	Iteration 37Q: 3 clusters Score -1607343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1607350.625000 Penalty: 4697.201172
	Iteration 38Q: 3 clusters Score -1607351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1607351.875000 Penalty: 4697.201172
	Iteration 39Q: 3 clusters Score -1607352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1607353.875000 Penalty: 4697.201172
	Iteration 40F: 3 clusters Score -1607354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1607354.500000 Penalty: 4697.201172
	Iteration 41Q: 3 clusters Score -1607354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1607351.750000 Penalty: 4697.201172
	Iteration 42Q: 3 clusters Score -1607352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1607354.125000 Penalty: 4697.201172
	Iteration 43Q: 3 clusters Score -1607354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1607356.000000 Penalty: 4697.201172
	Iteration 44Q: 3 clusters Score -1607356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1607359.000000 Penalty: 4697.201172
	Iteration 45Q: 3 clusters Score -1607359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1607356.000000 Penalty: 4697.201172
	Iteration 46Q: 3 clusters Score -1607356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1607357.500000 Penalty: 4697.201172
	Iteration 47Q: 3 clusters Score -1607358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1607356.125000 Penalty: 4697.201172
	Iteration 48Q: 3 clusters Score -1607356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1607358.875000 Penalty: 4697.201172
	Iteration 49Q: 3 clusters Score -1607359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1607357.125000 Penalty: 4697.201172
	Iteration 50Q: 3 clusters Score -1607357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1607360.500000 Penalty: 4697.201172
	Iteration 51Q: 3 clusters Score -1607360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1607361.500000 Penalty: 4697.201172
	Iteration 52Q: 3 clusters Score -1607362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1607361.500000 Penalty: 4697.201172
	Iteration 53F: 3 clusters Score -1607362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117473.546875 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117473.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117772.328125 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117772.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117855.812500 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117855.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117897.281250 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117897.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117917.679688 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117929.562500 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117937.328125 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -117937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117949.585938 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -117949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117951.484375 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -117951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117957.578125 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -117957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117967.015625 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -117967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117970.234375 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -117970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117974.632812 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -117974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117975.445312 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -117975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117977.835938 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -117977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117980.664062 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -117980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117985.210938 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -117985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117995.695312 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -117995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118002.718750 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118008.937500 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118013.875000 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118017.742188 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -118017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118025.703125 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -118025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118029.203125 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -118029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118030.265625 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -118030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118032.078125 Penalty: 3420.258789
	Iteration 25Q: 3 clusters Score -118032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118041.453125 Penalty: 3420.258789
	Iteration 26Q: 3 clusters Score -118041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118044.554688 Penalty: 3420.258789
	Iteration 27Q: 3 clusters Score -118044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -118051.585938 Penalty: 3420.258789
	Iteration 28Q: 3 clusters Score -118051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118058.734375 Penalty: 3420.258789
	Iteration 29Q: 3 clusters Score -118058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118062.453125 Penalty: 3420.258789
	Iteration 30Q: 3 clusters Score -118062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118069.757812 Penalty: 3420.258789
	Iteration 31Q: 3 clusters Score -118069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118072.859375 Penalty: 3420.258789
	Iteration 32Q: 3 clusters Score -118072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118073.625000 Penalty: 3420.258789
	Iteration 33Q: 3 clusters Score -118073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118074.218750 Penalty: 3420.258789
	Iteration 34Q: 3 clusters Score -118074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118074.218750 Penalty: 3420.258789
	Iteration 35F: 3 clusters Score -118074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Entering Unmasked Estep 
Score: -16935052.000000 Penalty: 2930.667236
	Iteration 0F: 2 clusters Score -1.693505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -16844362.000000 Penalty: 5861.334473
	Iteration 0F: 3 clusters Score -1.684436e+07 nChanged 64654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -16881754.000000 Penalty: 5861.334473
	Iteration 1F: 3 clusters Score -1.688175e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -16882998.000000 Penalty: 5861.334473
	Iteration 2Q: 3 clusters Score -1.6883e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -16884384.000000 Penalty: 5861.334473
	Iteration 3Q: 3 clusters Score -1.688438e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -16885834.000000 Penalty: 5861.334473
	Iteration 4Q: 3 clusters Score -1.688583e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -16887398.000000 Penalty: 5861.334473
	Iteration 5Q: 3 clusters Score -1.68874e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -16889080.000000 Penalty: 5861.334473
	Iteration 6Q: 3 clusters Score -1.688908e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -16891096.000000 Penalty: 5861.334473
	Iteration 7Q: 3 clusters Score -1.68911e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -16893184.000000 Penalty: 5861.334473
	Iteration 8Q: 3 clusters Score -1.689318e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -16895666.000000 Penalty: 5861.334473
	Iteration 9Q: 3 clusters Score -1.689567e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -16898614.000000 Penalty: 5861.334473
	Iteration 10Q: 3 clusters Score -1.689861e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -16902032.000000 Penalty: 5861.334473
	Iteration 11Q: 3 clusters Score -1.690203e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -16905428.000000 Penalty: 5861.334473
	Iteration 12Q: 3 clusters Score -1.690543e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -16908044.000000 Penalty: 5861.334473
	Iteration 13Q: 3 clusters Score -1.690804e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -16910080.000000 Penalty: 5861.334473
	Iteration 14Q: 3 clusters Score -1.691008e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -16911334.000000 Penalty: 5861.334473
	Iteration 15Q: 3 clusters Score -1.691133e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -16912072.000000 Penalty: 5861.334473
	Iteration 16Q: 3 clusters Score -1.691207e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -16912604.000000 Penalty: 5861.334473
	Iteration 17Q: 3 clusters Score -1.69126e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -16913114.000000 Penalty: 5861.334473
	Iteration 18Q: 3 clusters Score -1.691311e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -16913624.000000 Penalty: 5861.334473
	Iteration 19Q: 3 clusters Score -1.691362e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -16914112.000000 Penalty: 5861.334473
	Iteration 20F: 3 clusters Score -1.691411e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -16914762.000000 Penalty: 5861.334473
	Iteration 21Q: 3 clusters Score -1.691476e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -16915272.000000 Penalty: 5861.334473
	Iteration 22Q: 3 clusters Score -1.691527e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -16915960.000000 Penalty: 5861.334473
	Iteration 23Q: 3 clusters Score -1.691596e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -16916720.000000 Penalty: 5861.334473
	Iteration 24Q: 3 clusters Score -1.691672e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -16917506.000000 Penalty: 5861.334473
	Iteration 25Q: 3 clusters Score -1.691751e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -16918354.000000 Penalty: 5861.334473
	Iteration 26Q: 3 clusters Score -1.691835e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -16919378.000000 Penalty: 5861.334473
	Iteration 27Q: 3 clusters Score -1.691938e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -16920398.000000 Penalty: 5861.334473
	Iteration 28Q: 3 clusters Score -1.69204e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -16921534.000000 Penalty: 5861.334473
	Iteration 29Q: 3 clusters Score -1.692153e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -16922884.000000 Penalty: 5861.334473
	Iteration 30Q: 3 clusters Score -1.692288e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119745 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -16924282.000000 Penalty: 5861.334473
	Iteration 31Q: 3 clusters Score -1.692428e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -16925606.000000 Penalty: 5861.334473
	Iteration 32Q: 3 clusters Score -1.692561e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -16927002.000000 Penalty: 5861.334473
	Iteration 33Q: 3 clusters Score -1.6927e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126486 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -16928300.000000 Penalty: 5861.334473
	Iteration 34Q: 3 clusters Score -1.69283e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128288 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -16929460.000000 Penalty: 5861.334473
	Iteration 35Q: 3 clusters Score -1.692946e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -16930388.000000 Penalty: 5861.334473
	Iteration 36Q: 3 clusters Score -1.693039e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16931170.000000 Penalty: 5861.334473
	Iteration 37Q: 3 clusters Score -1.693117e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131900 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16931754.000000 Penalty: 5861.334473
	Iteration 38Q: 3 clusters Score -1.693175e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16932180.000000 Penalty: 5861.334473
	Iteration 39Q: 3 clusters Score -1.693218e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -16932524.000000 Penalty: 5861.334473
	Iteration 40F: 3 clusters Score -1.693252e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133208 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -16932700.000000 Penalty: 5861.334473
	Iteration 41Q: 3 clusters Score -1.69327e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -16932804.000000 Penalty: 5861.334473
	Iteration 42Q: 3 clusters Score -1.69328e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133540 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16932892.000000 Penalty: 5861.334473
	Iteration 43Q: 3 clusters Score -1.693289e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16932942.000000 Penalty: 5861.334473
	Iteration 44Q: 3 clusters Score -1.693294e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16932964.000000 Penalty: 5861.334473
	Iteration 45Q: 3 clusters Score -1.693296e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16933018.000000 Penalty: 5861.334473
	Iteration 46Q: 3 clusters Score -1.693302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16933044.000000 Penalty: 5861.334473
	Iteration 47Q: 3 clusters Score -1.693304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16933028.000000 Penalty: 5861.334473
	Iteration 48Q: 3 clusters Score -1.693303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16933036.000000 Penalty: 5861.334473
	Iteration 49Q: 3 clusters Score -1.693304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16933042.000000 Penalty: 5861.334473
	Iteration 50Q: 3 clusters Score -1.693304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16933042.000000 Penalty: 5861.334473
	Iteration 51Q: 3 clusters Score -1.693304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133940 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16933040.000000 Penalty: 5861.334473
	Iteration 52Q: 3 clusters Score -1.693304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -16933048.000000 Penalty: 5861.334473
	Iteration 53Q: 3 clusters Score -1.693305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16933044.000000 Penalty: 5861.334473
	Iteration 54Q: 3 clusters Score -1.693304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16933048.000000 Penalty: 5861.334473
	Iteration 55Q: 3 clusters Score -1.693305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16933040.000000 Penalty: 5861.334473
	Iteration 56Q: 3 clusters Score -1.693304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16933062.000000 Penalty: 5861.334473
	Iteration 57Q: 3 clusters Score -1.693306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16933060.000000 Penalty: 5861.334473
	Iteration 58Q: 3 clusters Score -1.693306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16933060.000000 Penalty: 5861.334473
	Iteration 59F: 3 clusters Score -1.693306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -393587.375000 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -393587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -390145.562500 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -390145.6 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -390819.625000 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -390819.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -390976.156250 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -390976.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -391088.968750 Penalty: 4001.616699
	Iteration 3F: 3 clusters Score -391089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -391164.687500 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -391164.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -391225.468750 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -391225.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -391270.031250 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -391270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -391310.031250 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -391310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -391339.031250 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -391339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -391364.062500 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -391364.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -391389.968750 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -391390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -391415.156250 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -391415.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -391428.125000 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -391428.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -391436.781250 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -391436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -391445.125000 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -391445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -391453.718750 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -391453.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -391459.812500 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -391459.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391468.312500 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -391468.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391476.875000 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -391476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391484.812500 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -391484.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391492.937500 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -391492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391496.062500 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -391496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391500.250000 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -391500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391503.906250 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -391503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -391507.062500 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -391507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391510.343750 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -391510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -391516.031250 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -391516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -391518.812500 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -391518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -391523.031250 Penalty: 4001.616699
	Iteration 28Q: 3 clusters Score -391523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -391526.406250 Penalty: 4001.616699
	Iteration 29Q: 3 clusters Score -391526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -391533.625000 Penalty: 4001.616699
	Iteration 30Q: 3 clusters Score -391533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -391541.062500 Penalty: 4001.616699
	Iteration 31Q: 3 clusters Score -391541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -391550.156250 Penalty: 4001.616699
	Iteration 32Q: 3 clusters Score -391550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -391560.625000 Penalty: 4001.616699
	Iteration 33Q: 3 clusters Score -391560.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -391567.906250 Penalty: 4001.616699
	Iteration 34Q: 3 clusters Score -391567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -391576.875000 Penalty: 4001.616699
	Iteration 35Q: 3 clusters Score -391576.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -391581.625000 Penalty: 4001.616699
	Iteration 36Q: 3 clusters Score -391581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -391587.375000 Penalty: 4001.616699
	Iteration 37Q: 3 clusters Score -391587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -391592.531250 Penalty: 4001.616699
	Iteration 38Q: 3 clusters Score -391592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -391598.281250 Penalty: 4001.616699
	Iteration 39Q: 3 clusters Score -391598.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -391601.562500 Penalty: 4001.616699
	Iteration 40F: 3 clusters Score -391601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -391605.062500 Penalty: 4001.616699
	Iteration 41Q: 3 clusters Score -391605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -391606.656250 Penalty: 4001.616699
	Iteration 42Q: 3 clusters Score -391606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -391608.093750 Penalty: 4001.616699
	Iteration 43Q: 3 clusters Score -391608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -391609.125000 Penalty: 4001.616699
	Iteration 44Q: 3 clusters Score -391609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -391610.562500 Penalty: 4001.616699
	Iteration 45Q: 3 clusters Score -391610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -391609.781250 Penalty: 4001.616699
	Iteration 46Q: 3 clusters Score -391609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -391609.781250 Penalty: 4001.616699
	Iteration 47F: 3 clusters Score -391609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139017.984375 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139018 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139330.875000 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139330.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139410.890625 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139410.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139458.296875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139458.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139497.328125 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139497.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139527.484375 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139527.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139548.234375 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139548.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139559.390625 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139564.781250 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139569.093750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139575.796875 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -139575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -139580.000000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -139580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139585.062500 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -139585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139587.531250 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -139587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139593.625000 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -139593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139604.203125 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -139604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139614.828125 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -139614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139622.109375 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -139622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139624.125000 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -139624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139627.718750 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -139627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139629.656250 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -139629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -490104.125000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -490104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -486078.968750 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -486079 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -486977.968750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -486978 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -487254.031250 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -487254 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -487504.343750 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -487504.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -487829.875000 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -487829.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -488184.031250 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -488184 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -488552.500000 Penalty: 4137.575684
	Iteration 6F: 3 clusters Score -488552.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -488830.281250 Penalty: 4137.575684
	Iteration 7F: 3 clusters Score -488830.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -489053.343750 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -489053.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -489233.031250 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -489233 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -489382.281250 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -489382.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -489481.718750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -489481.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -489557.937500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -489557.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -489610.218750 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -489610.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -489639.843750 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -489639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -489654.156250 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -489654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -489661.593750 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -489661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -489664.250000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -489664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -489665.156250 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -489665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -489667.625000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -489667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -489667.531250 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -489667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -489667.593750 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -489667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -489667.593750 Penalty: 4137.575684
	Iteration 22F: 3 clusters Score -489667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33102.867188 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -33102.87 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 165 members 
Entering Unmasked Estep 
Score: -31937.929688 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -31937.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32271.218750 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -32271.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32405.822266 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -32405.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32459.572266 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -32459.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32490.058594 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -32490.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32496.667969 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -32496.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32496.667969 Penalty: 2888.230713
	Iteration 6F: 3 clusters Score -32496.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Entering Unmasked Estep 
Score: -2213699.500000 Penalty: 2431.336914
	Iteration 0F: 2 clusters Score -2213700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2200809.500000 Penalty: 4862.673828
	Iteration 0F: 3 clusters Score -2200810 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2205170.500000 Penalty: 4862.673828
	Iteration 1F: 3 clusters Score -2205170 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2205618.750000 Penalty: 4862.673828
	Iteration 2F: 3 clusters Score -2205619 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2206078.250000 Penalty: 4862.673828
	Iteration 3F: 3 clusters Score -2206078 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2206607.250000 Penalty: 4862.673828
	Iteration 4F: 3 clusters Score -2206607 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2207324.500000 Penalty: 4862.673828
	Iteration 5F: 3 clusters Score -2207324 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2208093.000000 Penalty: 4862.673828
	Iteration 6F: 3 clusters Score -2208093 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2208895.500000 Penalty: 4862.673828
	Iteration 7F: 3 clusters Score -2208896 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2209618.000000 Penalty: 4862.673828
	Iteration 8F: 3 clusters Score -2209618 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2210214.750000 Penalty: 4862.673828
	Iteration 9Q: 3 clusters Score -2210215 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2210693.000000 Penalty: 4862.673828
	Iteration 10Q: 3 clusters Score -2210693 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2211187.750000 Penalty: 4862.673828
	Iteration 11Q: 3 clusters Score -2211188 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2211627.250000 Penalty: 4862.673828
	Iteration 12Q: 3 clusters Score -2211627 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2211907.750000 Penalty: 4862.673828
	Iteration 13Q: 3 clusters Score -2211908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2212073.500000 Penalty: 4862.673828
	Iteration 14Q: 3 clusters Score -2212074 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2212198.500000 Penalty: 4862.673828
	Iteration 15Q: 3 clusters Score -2212198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2212298.750000 Penalty: 4862.673828
	Iteration 16Q: 3 clusters Score -2212299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2212360.500000 Penalty: 4862.673828
	Iteration 17Q: 3 clusters Score -2212360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2212413.000000 Penalty: 4862.673828
	Iteration 18Q: 3 clusters Score -2212413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2212465.500000 Penalty: 4862.673828
	Iteration 19Q: 3 clusters Score -2212466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2212498.000000 Penalty: 4862.673828
	Iteration 20F: 3 clusters Score -2212498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2212540.750000 Penalty: 4862.673828
	Iteration 21Q: 3 clusters Score -2212541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2212571.500000 Penalty: 4862.673828
	Iteration 22Q: 3 clusters Score -2212572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2212595.000000 Penalty: 4862.673828
	Iteration 23Q: 3 clusters Score -2212595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2212606.750000 Penalty: 4862.673828
	Iteration 24Q: 3 clusters Score -2212607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2212622.500000 Penalty: 4862.673828
	Iteration 25Q: 3 clusters Score -2212622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2212631.000000 Penalty: 4862.673828
	Iteration 26Q: 3 clusters Score -2212631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2212640.250000 Penalty: 4862.673828
	Iteration 27Q: 3 clusters Score -2212640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2212653.000000 Penalty: 4862.673828
	Iteration 28Q: 3 clusters Score -2212653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2212665.750000 Penalty: 4862.673828
	Iteration 29Q: 3 clusters Score -2212666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2212681.500000 Penalty: 4862.673828
	Iteration 30Q: 3 clusters Score -2212682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2212690.250000 Penalty: 4862.673828
	Iteration 31Q: 3 clusters Score -2212690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2212694.000000 Penalty: 4862.673828
	Iteration 32Q: 3 clusters Score -2212694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2212700.000000 Penalty: 4862.673828
	Iteration 33Q: 3 clusters Score -2212700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2212703.750000 Penalty: 4862.673828
	Iteration 34Q: 3 clusters Score -2212704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2212715.500000 Penalty: 4862.673828
	Iteration 35Q: 3 clusters Score -2212716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2212731.000000 Penalty: 4862.673828
	Iteration 36Q: 3 clusters Score -2212731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2212735.750000 Penalty: 4862.673828
	Iteration 37Q: 3 clusters Score -2212736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2212737.500000 Penalty: 4862.673828
	Iteration 38Q: 3 clusters Score -2212738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2212742.500000 Penalty: 4862.673828
	Iteration 39Q: 3 clusters Score -2212742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2212743.250000 Penalty: 4862.673828
	Iteration 40F: 3 clusters Score -2212743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2212746.000000 Penalty: 4862.673828
	Iteration 41Q: 3 clusters Score -2212746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2212743.750000 Penalty: 4862.673828
	Iteration 42Q: 3 clusters Score -2212744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2212742.750000 Penalty: 4862.673828
	Iteration 43Q: 3 clusters Score -2212743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2212747.500000 Penalty: 4862.673828
	Iteration 44Q: 3 clusters Score -2212748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2212745.500000 Penalty: 4862.673828
	Iteration 45Q: 3 clusters Score -2212746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2212747.000000 Penalty: 4862.673828
	Iteration 46Q: 3 clusters Score -2212747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2212747.000000 Penalty: 4862.673828
	Iteration 47F: 3 clusters Score -2212747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -653884.562500 Penalty: 2109.721436
	Iteration 0F: 2 clusters Score -653884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -649353.687500 Penalty: 4219.442871
	Iteration 0F: 3 clusters Score -649353.7 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -650405.437500 Penalty: 4219.442871
	Iteration 1F: 3 clusters Score -650405.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -650603.250000 Penalty: 4219.442871
	Iteration 2F: 3 clusters Score -650603.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -650698.187500 Penalty: 4219.442871
	Iteration 3Q: 3 clusters Score -650698.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -650751.000000 Penalty: 4219.442871
	Iteration 4Q: 3 clusters Score -650751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -650793.000000 Penalty: 4219.442871
	Iteration 5Q: 3 clusters Score -650793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -650823.562500 Penalty: 4219.442871
	Iteration 6Q: 3 clusters Score -650823.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -650856.062500 Penalty: 4219.442871
	Iteration 7Q: 3 clusters Score -650856.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -650881.687500 Penalty: 4219.442871
	Iteration 8Q: 3 clusters Score -650881.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -650905.937500 Penalty: 4219.442871
	Iteration 9Q: 3 clusters Score -650905.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -650927.562500 Penalty: 4219.442871
	Iteration 10Q: 3 clusters Score -650927.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -650952.625000 Penalty: 4219.442871
	Iteration 11Q: 3 clusters Score -650952.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -650981.812500 Penalty: 4219.442871
	Iteration 12Q: 3 clusters Score -650981.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -651009.187500 Penalty: 4219.442871
	Iteration 13Q: 3 clusters Score -651009.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -651029.812500 Penalty: 4219.442871
	Iteration 14Q: 3 clusters Score -651029.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -651049.812500 Penalty: 4219.442871
	Iteration 15Q: 3 clusters Score -651049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -651069.500000 Penalty: 4219.442871
	Iteration 16Q: 3 clusters Score -651069.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -651089.812500 Penalty: 4219.442871
	Iteration 17Q: 3 clusters Score -651089.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -651112.375000 Penalty: 4219.442871
	Iteration 18Q: 3 clusters Score -651112.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -651135.750000 Penalty: 4219.442871
	Iteration 19Q: 3 clusters Score -651135.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -651159.937500 Penalty: 4219.442871
	Iteration 20F: 3 clusters Score -651159.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -651181.562500 Penalty: 4219.442871
	Iteration 21Q: 3 clusters Score -651181.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -651199.812500 Penalty: 4219.442871
	Iteration 22Q: 3 clusters Score -651199.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -651221.500000 Penalty: 4219.442871
	Iteration 23Q: 3 clusters Score -651221.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -651243.625000 Penalty: 4219.442871
	Iteration 24Q: 3 clusters Score -651243.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -651269.625000 Penalty: 4219.442871
	Iteration 25Q: 3 clusters Score -651269.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -651300.250000 Penalty: 4219.442871
	Iteration 26Q: 3 clusters Score -651300.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -651340.875000 Penalty: 4219.442871
	Iteration 27Q: 3 clusters Score -651340.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -651389.062500 Penalty: 4219.442871
	Iteration 28Q: 3 clusters Score -651389.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -651445.812500 Penalty: 4219.442871
	Iteration 29Q: 3 clusters Score -651445.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -651503.187500 Penalty: 4219.442871
	Iteration 30Q: 3 clusters Score -651503.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -651549.312500 Penalty: 4219.442871
	Iteration 31Q: 3 clusters Score -651549.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -651589.562500 Penalty: 4219.442871
	Iteration 32Q: 3 clusters Score -651589.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -651633.250000 Penalty: 4219.442871
	Iteration 33Q: 3 clusters Score -651633.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -651677.312500 Penalty: 4219.442871
	Iteration 34Q: 3 clusters Score -651677.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -651708.687500 Penalty: 4219.442871
	Iteration 35Q: 3 clusters Score -651708.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -651738.687500 Penalty: 4219.442871
	Iteration 36Q: 3 clusters Score -651738.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -651782.625000 Penalty: 4219.442871
	Iteration 37Q: 3 clusters Score -651782.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -651821.125000 Penalty: 4219.442871
	Iteration 38Q: 3 clusters Score -651821.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -651850.312500 Penalty: 4219.442871
	Iteration 39Q: 3 clusters Score -651850.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -651878.562500 Penalty: 4219.442871
	Iteration 40F: 3 clusters Score -651878.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -651903.562500 Penalty: 4219.442871
	Iteration 41Q: 3 clusters Score -651903.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -651924.625000 Penalty: 4219.442871
	Iteration 42Q: 3 clusters Score -651924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -651943.187500 Penalty: 4219.442871
	Iteration 43Q: 3 clusters Score -651943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -651951.750000 Penalty: 4219.442871
	Iteration 44Q: 3 clusters Score -651951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -651958.500000 Penalty: 4219.442871
	Iteration 45Q: 3 clusters Score -651958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -651960.625000 Penalty: 4219.442871
	Iteration 46Q: 3 clusters Score -651960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -651965.687500 Penalty: 4219.442871
	Iteration 47Q: 3 clusters Score -651965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -651969.500000 Penalty: 4219.442871
	Iteration 48Q: 3 clusters Score -651969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -651969.687500 Penalty: 4219.442871
	Iteration 49Q: 3 clusters Score -651969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -651970.562500 Penalty: 4219.442871
	Iteration 50Q: 3 clusters Score -651970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -651972.750000 Penalty: 4219.442871
	Iteration 51Q: 3 clusters Score -651972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -651972.750000 Penalty: 4219.442871
	Iteration 52F: 3 clusters Score -651972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -392549.218750 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -392549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -389167.843750 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -389167.8 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -389834.781250 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -389834.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -389984.062500 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -389984.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -390087.875000 Penalty: 3993.148682
	Iteration 3Q: 3 clusters Score -390087.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -390153.656250 Penalty: 3993.148682
	Iteration 4Q: 3 clusters Score -390153.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -390205.625000 Penalty: 3993.148682
	Iteration 5Q: 3 clusters Score -390205.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -390238.562500 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -390238.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -390262.437500 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -390262.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -390281.312500 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -390281.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -390313.312500 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -390313.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -390338.000000 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -390338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -390371.187500 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -390371.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -390410.281250 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -390410.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -390443.062500 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -390443.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -390467.687500 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -390467.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -390481.375000 Penalty: 3993.148682
	Iteration 15Q: 3 clusters Score -390481.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390493.000000 Penalty: 3993.148682
	Iteration 16Q: 3 clusters Score -390493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -390501.812500 Penalty: 3993.148682
	Iteration 17Q: 3 clusters Score -390501.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -390508.906250 Penalty: 3993.148682
	Iteration 18Q: 3 clusters Score -390508.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -390513.187500 Penalty: 3993.148682
	Iteration 19Q: 3 clusters Score -390513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -390519.031250 Penalty: 3993.148682
	Iteration 20F: 3 clusters Score -390519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -390524.437500 Penalty: 3993.148682
	Iteration 21Q: 3 clusters Score -390524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -390527.968750 Penalty: 3993.148682
	Iteration 22Q: 3 clusters Score -390528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -390529.125000 Penalty: 3993.148682
	Iteration 23Q: 3 clusters Score -390529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -390529.093750 Penalty: 3993.148682
	Iteration 24Q: 3 clusters Score -390529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -390530.343750 Penalty: 3993.148682
	Iteration 25Q: 3 clusters Score -390530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -390530.531250 Penalty: 3993.148682
	Iteration 26Q: 3 clusters Score -390530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -390532.781250 Penalty: 3993.148682
	Iteration 27Q: 3 clusters Score -390532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -390533.156250 Penalty: 3993.148682
	Iteration 28Q: 3 clusters Score -390533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -390533.156250 Penalty: 3993.148682
	Iteration 29F: 3 clusters Score -390533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -133303.281250 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -133303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131587.515625 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -131587.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131993.203125 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -131993.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -132155.421875 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -132155.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -132265.296875 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -132265.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132366.437500 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -132366.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -132459.187500 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -132459.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132561.921875 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -132561.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132647.640625 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -132647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132743.765625 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -132743.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -132941.046875 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -132941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133141.703125 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -133141.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133292.203125 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -133292.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133358.421875 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -133358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133378.156250 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -133378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133387.906250 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -133387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133404.484375 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -133404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -133430.031250 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -133430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -133441.500000 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -133441.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -133456.671875 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -133456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133460.578125 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -133460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133497.250000 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -133497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -133550.578125 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -133550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133575.921875 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -133575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133594.546875 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -133594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133608.828125 Penalty: 3362.841309
	Iteration 24Q: 3 clusters Score -133608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133609.953125 Penalty: 3362.841309
	Iteration 25Q: 3 clusters Score -133610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133614.015625 Penalty: 3362.841309
	Iteration 26Q: 3 clusters Score -133614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133616.171875 Penalty: 3362.841309
	Iteration 27Q: 3 clusters Score -133616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133618.000000 Penalty: 3362.841309
	Iteration 28Q: 3 clusters Score -133618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133618.187500 Penalty: 3362.841309
	Iteration 29Q: 3 clusters Score -133618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133618.187500 Penalty: 3362.841309
	Iteration 30F: 3 clusters Score -133618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 378 members 
Entering Unmasked Estep 
Score: -134488848.000000 Penalty: 252057.234375
Splitting cluster 25 changes total score from -134490480.000000 to -134488848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Entering Unmasked Estep 
Score: -1761239.000000 Penalty: 2370.900146
	Iteration 0F: 2 clusters Score -1761239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1750910.500000 Penalty: 4741.800293
	Iteration 0F: 3 clusters Score -1750910 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1754167.875000 Penalty: 4741.800293
	Iteration 1F: 3 clusters Score -1754168 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1754527.625000 Penalty: 4741.800293
	Iteration 2F: 3 clusters Score -1754528 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1754826.250000 Penalty: 4741.800293
	Iteration 3Q: 3 clusters Score -1754826 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1755108.750000 Penalty: 4741.800293
	Iteration 4Q: 3 clusters Score -1755109 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1755377.250000 Penalty: 4741.800293
	Iteration 5Q: 3 clusters Score -1755377 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1755608.875000 Penalty: 4741.800293
	Iteration 6Q: 3 clusters Score -1755609 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1755821.625000 Penalty: 4741.800293
	Iteration 7Q: 3 clusters Score -1755822 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1756010.625000 Penalty: 4741.800293
	Iteration 8Q: 3 clusters Score -1756011 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1756201.750000 Penalty: 4741.800293
	Iteration 9Q: 3 clusters Score -1756202 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1756411.125000 Penalty: 4741.800293
	Iteration 10Q: 3 clusters Score -1756411 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1756657.250000 Penalty: 4741.800293
	Iteration 11Q: 3 clusters Score -1756657 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1756980.750000 Penalty: 4741.800293
	Iteration 12Q: 3 clusters Score -1756981 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1757390.875000 Penalty: 4741.800293
	Iteration 13Q: 3 clusters Score -1757391 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1757866.250000 Penalty: 4741.800293
	Iteration 14Q: 3 clusters Score -1757866 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1758272.000000 Penalty: 4741.800293
	Iteration 15Q: 3 clusters Score -1758272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1758581.750000 Penalty: 4741.800293
	Iteration 16Q: 3 clusters Score -1758582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1758813.750000 Penalty: 4741.800293
	Iteration 17Q: 3 clusters Score -1758814 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1758991.250000 Penalty: 4741.800293
	Iteration 18Q: 3 clusters Score -1758991 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1759121.625000 Penalty: 4741.800293
	Iteration 19Q: 3 clusters Score -1759122 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1759224.625000 Penalty: 4741.800293
	Iteration 20F: 3 clusters Score -1759225 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1759297.250000 Penalty: 4741.800293
	Iteration 21Q: 3 clusters Score -1759297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1759357.625000 Penalty: 4741.800293
	Iteration 22Q: 3 clusters Score -1759358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1759387.250000 Penalty: 4741.800293
	Iteration 23Q: 3 clusters Score -1759387 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1759420.750000 Penalty: 4741.800293
	Iteration 24Q: 3 clusters Score -1759421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1759430.250000 Penalty: 4741.800293
	Iteration 25Q: 3 clusters Score -1759430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1759439.625000 Penalty: 4741.800293
	Iteration 26Q: 3 clusters Score -1759440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1759451.375000 Penalty: 4741.800293
	Iteration 27Q: 3 clusters Score -1759451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1759464.750000 Penalty: 4741.800293
	Iteration 28Q: 3 clusters Score -1759465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1759478.500000 Penalty: 4741.800293
	Iteration 29Q: 3 clusters Score -1759478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1759483.500000 Penalty: 4741.800293
	Iteration 30Q: 3 clusters Score -1759484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1759489.750000 Penalty: 4741.800293
	Iteration 31Q: 3 clusters Score -1759490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1759503.125000 Penalty: 4741.800293
	Iteration 32Q: 3 clusters Score -1759503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1759509.250000 Penalty: 4741.800293
	Iteration 33Q: 3 clusters Score -1759509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1759517.375000 Penalty: 4741.800293
	Iteration 34Q: 3 clusters Score -1759517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1759522.750000 Penalty: 4741.800293
	Iteration 35Q: 3 clusters Score -1759523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1759529.750000 Penalty: 4741.800293
	Iteration 36Q: 3 clusters Score -1759530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1759539.375000 Penalty: 4741.800293
	Iteration 37Q: 3 clusters Score -1759539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1759544.500000 Penalty: 4741.800293
	Iteration 38Q: 3 clusters Score -1759544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1759551.375000 Penalty: 4741.800293
	Iteration 39Q: 3 clusters Score -1759551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1759551.625000 Penalty: 4741.800293
	Iteration 40F: 3 clusters Score -1759552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1759562.250000 Penalty: 4741.800293
	Iteration 41Q: 3 clusters Score -1759562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1759567.250000 Penalty: 4741.800293
	Iteration 42Q: 3 clusters Score -1759567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1759564.750000 Penalty: 4741.800293
	Iteration 43Q: 3 clusters Score -1759565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1759566.500000 Penalty: 4741.800293
	Iteration 44Q: 3 clusters Score -1759566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1759571.875000 Penalty: 4741.800293
	Iteration 45Q: 3 clusters Score -1759572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1759578.875000 Penalty: 4741.800293
	Iteration 46Q: 3 clusters Score -1759579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1759582.375000 Penalty: 4741.800293
	Iteration 47Q: 3 clusters Score -1759582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1759587.250000 Penalty: 4741.800293
	Iteration 48Q: 3 clusters Score -1759587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1759590.500000 Penalty: 4741.800293
	Iteration 49Q: 3 clusters Score -1759590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1759591.375000 Penalty: 4741.800293
	Iteration 50Q: 3 clusters Score -1759591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1759591.875000 Penalty: 4741.800293
	Iteration 51Q: 3 clusters Score -1759592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1759588.250000 Penalty: 4741.800293
	Iteration 52Q: 3 clusters Score -1759588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1759588.375000 Penalty: 4741.800293
	Iteration 53Q: 3 clusters Score -1759588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1759591.125000 Penalty: 4741.800293
	Iteration 54Q: 3 clusters Score -1759591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1759597.875000 Penalty: 4741.800293
	Iteration 55Q: 3 clusters Score -1759598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1759598.000000 Penalty: 4741.800293
	Iteration 56Q: 3 clusters Score -1759598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1759604.125000 Penalty: 4741.800293
	Iteration 57Q: 3 clusters Score -1759604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1759606.375000 Penalty: 4741.800293
	Iteration 58Q: 3 clusters Score -1759606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1759604.000000 Penalty: 4741.800293
	Iteration 59Q: 3 clusters Score -1759604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1759607.000000 Penalty: 4741.800293
	Iteration 60F: 3 clusters Score -1759607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1759609.250000 Penalty: 4741.800293
	Iteration 61Q: 3 clusters Score -1759609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1759609.875000 Penalty: 4741.800293
	Iteration 62Q: 3 clusters Score -1759610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1759607.500000 Penalty: 4741.800293
	Iteration 63Q: 3 clusters Score -1759608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1759607.500000 Penalty: 4741.800293
	Iteration 64F: 3 clusters Score -1759608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -893083.875000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -893083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -887183.250000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -887183.2 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -888747.687500 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -888747.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -889034.250000 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -889034.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -889224.062500 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -889224.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -889373.250000 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -889373.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -889526.187500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -889526.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -889699.500000 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -889699.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -889864.062500 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -889864.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -890046.562500 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -890046.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -890258.750000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -890258.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -890495.687500 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -890495.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -890727.937500 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -890727.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -890919.312500 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -890919.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -891067.625000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -891067.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -891157.750000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -891157.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -891214.937500 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -891214.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -891266.312500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -891266.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -891302.125000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -891302.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -891331.062500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -891331.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -891352.437500 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -891352.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -891367.375000 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -891367.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -891379.500000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -891379.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -891388.125000 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -891388.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -891395.562500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -891395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -891400.750000 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -891400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -891403.562500 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -891403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -891406.250000 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -891406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -891407.562500 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -891407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -891408.125000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -891408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -891409.125000 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -891409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -891411.000000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -891411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -891411.437500 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -891411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -891411.312500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -891411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -891410.562500 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -891410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -891410.562500 Penalty: 4406.972656
	Iteration 34F: 3 clusters Score -891410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -906867.375000 Penalty: 2206.828613
	Iteration 0F: 2 clusters Score -906867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -900871.312500 Penalty: 4413.657227
	Iteration 0F: 3 clusters Score -900871.3 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -902457.000000 Penalty: 4413.657227
	Iteration 1F: 3 clusters Score -902457 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -902708.375000 Penalty: 4413.657227
	Iteration 2F: 3 clusters Score -902708.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -902906.875000 Penalty: 4413.657227
	Iteration 3F: 3 clusters Score -902906.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -903084.062500 Penalty: 4413.657227
	Iteration 4Q: 3 clusters Score -903084.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -903264.062500 Penalty: 4413.657227
	Iteration 5Q: 3 clusters Score -903264.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -903469.437500 Penalty: 4413.657227
	Iteration 6Q: 3 clusters Score -903469.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -903738.437500 Penalty: 4413.657227
	Iteration 7Q: 3 clusters Score -903738.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -904039.625000 Penalty: 4413.657227
	Iteration 8Q: 3 clusters Score -904039.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -904345.187500 Penalty: 4413.657227
	Iteration 9Q: 3 clusters Score -904345.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -904643.375000 Penalty: 4413.657227
	Iteration 10Q: 3 clusters Score -904643.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -904916.937500 Penalty: 4413.657227
	Iteration 11Q: 3 clusters Score -904916.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -905220.187500 Penalty: 4413.657227
	Iteration 12Q: 3 clusters Score -905220.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -905518.125000 Penalty: 4413.657227
	Iteration 13Q: 3 clusters Score -905518.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -905784.812500 Penalty: 4413.657227
	Iteration 14Q: 3 clusters Score -905784.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -905957.625000 Penalty: 4413.657227
	Iteration 15Q: 3 clusters Score -905957.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -906055.375000 Penalty: 4413.657227
	Iteration 16Q: 3 clusters Score -906055.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -906125.875000 Penalty: 4413.657227
	Iteration 17Q: 3 clusters Score -906125.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -906177.062500 Penalty: 4413.657227
	Iteration 18Q: 3 clusters Score -906177.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -906203.687500 Penalty: 4413.657227
	Iteration 19Q: 3 clusters Score -906203.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -906221.375000 Penalty: 4413.657227
	Iteration 20F: 3 clusters Score -906221.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -906231.312500 Penalty: 4413.657227
	Iteration 21Q: 3 clusters Score -906231.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -906241.812500 Penalty: 4413.657227
	Iteration 22Q: 3 clusters Score -906241.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -906242.437500 Penalty: 4413.657227
	Iteration 23Q: 3 clusters Score -906242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -906245.812500 Penalty: 4413.657227
	Iteration 24Q: 3 clusters Score -906245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -906247.187500 Penalty: 4413.657227
	Iteration 25Q: 3 clusters Score -906247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -906248.250000 Penalty: 4413.657227
	Iteration 26Q: 3 clusters Score -906248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -906250.562500 Penalty: 4413.657227
	Iteration 27Q: 3 clusters Score -906250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -906250.000000 Penalty: 4413.657227
	Iteration 28Q: 3 clusters Score -906250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -906251.125000 Penalty: 4413.657227
	Iteration 29Q: 3 clusters Score -906251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -906252.312500 Penalty: 4413.657227
	Iteration 30Q: 3 clusters Score -906252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -906253.125000 Penalty: 4413.657227
	Iteration 31Q: 3 clusters Score -906253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -906254.562500 Penalty: 4413.657227
	Iteration 32Q: 3 clusters Score -906254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -906254.937500 Penalty: 4413.657227
	Iteration 33Q: 3 clusters Score -906254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -906254.187500 Penalty: 4413.657227
	Iteration 34Q: 3 clusters Score -906254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -906254.187500 Penalty: 4413.657227
	Iteration 35F: 3 clusters Score -906254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Entering Unmasked Estep 
Score: -2360573.250000 Penalty: 2444.879639
	Iteration 0F: 2 clusters Score -2360573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2347015.250000 Penalty: 4889.759277
	Iteration 0F: 3 clusters Score -2347015 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2351684.500000 Penalty: 4889.759277
	Iteration 1F: 3 clusters Score -2351684 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2352181.750000 Penalty: 4889.759277
	Iteration 2F: 3 clusters Score -2352182 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2352659.000000 Penalty: 4889.759277
	Iteration 3F: 3 clusters Score -2352659 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2353082.250000 Penalty: 4889.759277
	Iteration 4Q: 3 clusters Score -2353082 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2353554.500000 Penalty: 4889.759277
	Iteration 5Q: 3 clusters Score -2353554 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2354072.500000 Penalty: 4889.759277
	Iteration 6Q: 3 clusters Score -2354072 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2354626.750000 Penalty: 4889.759277
	Iteration 7Q: 3 clusters Score -2354627 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2355145.000000 Penalty: 4889.759277
	Iteration 8Q: 3 clusters Score -2355145 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2355655.500000 Penalty: 4889.759277
	Iteration 9Q: 3 clusters Score -2355656 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2356165.750000 Penalty: 4889.759277
	Iteration 10Q: 3 clusters Score -2356166 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2356673.250000 Penalty: 4889.759277
	Iteration 11Q: 3 clusters Score -2356673 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2357170.750000 Penalty: 4889.759277
	Iteration 12Q: 3 clusters Score -2357171 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2357621.750000 Penalty: 4889.759277
	Iteration 13Q: 3 clusters Score -2357622 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2357955.500000 Penalty: 4889.759277
	Iteration 14Q: 3 clusters Score -2357956 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2358201.750000 Penalty: 4889.759277
	Iteration 15Q: 3 clusters Score -2358202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2358364.000000 Penalty: 4889.759277
	Iteration 16Q: 3 clusters Score -2358364 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2358487.500000 Penalty: 4889.759277
	Iteration 17Q: 3 clusters Score -2358488 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2358581.250000 Penalty: 4889.759277
	Iteration 18Q: 3 clusters Score -2358581 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2358661.250000 Penalty: 4889.759277
	Iteration 19Q: 3 clusters Score -2358661 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2358728.500000 Penalty: 4889.759277
	Iteration 20F: 3 clusters Score -2358728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2358789.250000 Penalty: 4889.759277
	Iteration 21Q: 3 clusters Score -2358789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2358847.750000 Penalty: 4889.759277
	Iteration 22Q: 3 clusters Score -2358848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2358885.000000 Penalty: 4889.759277
	Iteration 23Q: 3 clusters Score -2358885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2358921.750000 Penalty: 4889.759277
	Iteration 24Q: 3 clusters Score -2358922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2358959.750000 Penalty: 4889.759277
	Iteration 25Q: 3 clusters Score -2358960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2358991.000000 Penalty: 4889.759277
	Iteration 26Q: 3 clusters Score -2358991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2359020.500000 Penalty: 4889.759277
	Iteration 27Q: 3 clusters Score -2359020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2359041.250000 Penalty: 4889.759277
	Iteration 28Q: 3 clusters Score -2359041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2359056.500000 Penalty: 4889.759277
	Iteration 29Q: 3 clusters Score -2359056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2359075.500000 Penalty: 4889.759277
	Iteration 30Q: 3 clusters Score -2359076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2359090.750000 Penalty: 4889.759277
	Iteration 31Q: 3 clusters Score -2359091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2359115.500000 Penalty: 4889.759277
	Iteration 32Q: 3 clusters Score -2359116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2359128.000000 Penalty: 4889.759277
	Iteration 33Q: 3 clusters Score -2359128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2359147.750000 Penalty: 4889.759277
	Iteration 34Q: 3 clusters Score -2359148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2359156.750000 Penalty: 4889.759277
	Iteration 35Q: 3 clusters Score -2359157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2359175.000000 Penalty: 4889.759277
	Iteration 36Q: 3 clusters Score -2359175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2359192.250000 Penalty: 4889.759277
	Iteration 37Q: 3 clusters Score -2359192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2359196.000000 Penalty: 4889.759277
	Iteration 38Q: 3 clusters Score -2359196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2359210.500000 Penalty: 4889.759277
	Iteration 39Q: 3 clusters Score -2359210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2359210.250000 Penalty: 4889.759277
	Iteration 40F: 3 clusters Score -2359210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2359218.500000 Penalty: 4889.759277
	Iteration 41Q: 3 clusters Score -2359218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2359227.500000 Penalty: 4889.759277
	Iteration 42Q: 3 clusters Score -2359228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2359235.500000 Penalty: 4889.759277
	Iteration 43Q: 3 clusters Score -2359236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2359234.500000 Penalty: 4889.759277
	Iteration 44Q: 3 clusters Score -2359234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2359247.250000 Penalty: 4889.759277
	Iteration 45Q: 3 clusters Score -2359247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2359250.500000 Penalty: 4889.759277
	Iteration 46Q: 3 clusters Score -2359250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2359249.250000 Penalty: 4889.759277
	Iteration 47Q: 3 clusters Score -2359249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2359244.250000 Penalty: 4889.759277
	Iteration 48Q: 3 clusters Score -2359244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2359248.000000 Penalty: 4889.759277
	Iteration 49Q: 3 clusters Score -2359248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2359249.250000 Penalty: 4889.759277
	Iteration 50Q: 3 clusters Score -2359249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2359251.250000 Penalty: 4889.759277
	Iteration 51Q: 3 clusters Score -2359251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2359251.750000 Penalty: 4889.759277
	Iteration 52Q: 3 clusters Score -2359252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2359255.750000 Penalty: 4889.759277
	Iteration 53Q: 3 clusters Score -2359256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2359258.000000 Penalty: 4889.759277
	Iteration 54Q: 3 clusters Score -2359258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2359261.000000 Penalty: 4889.759277
	Iteration 55Q: 3 clusters Score -2359261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2359261.000000 Penalty: 4889.759277
	Iteration 56Q: 3 clusters Score -2359261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2359266.750000 Penalty: 4889.759277
	Iteration 57Q: 3 clusters Score -2359267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2359266.750000 Penalty: 4889.759277
	Iteration 58Q: 3 clusters Score -2359267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2359271.000000 Penalty: 4889.759277
	Iteration 59Q: 3 clusters Score -2359271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2359276.000000 Penalty: 4889.759277
	Iteration 60F: 3 clusters Score -2359276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2359273.750000 Penalty: 4889.759277
	Iteration 61Q: 3 clusters Score -2359274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2359276.250000 Penalty: 4889.759277
	Iteration 62Q: 3 clusters Score -2359276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2359280.250000 Penalty: 4889.759277
	Iteration 63Q: 3 clusters Score -2359280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2359278.250000 Penalty: 4889.759277
	Iteration 64Q: 3 clusters Score -2359278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2359278.500000 Penalty: 4889.759277
	Iteration 65Q: 3 clusters Score -2359278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2359278.000000 Penalty: 4889.759277
	Iteration 66Q: 3 clusters Score -2359278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2359276.250000 Penalty: 4889.759277
	Iteration 67Q: 3 clusters Score -2359276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2359277.250000 Penalty: 4889.759277
	Iteration 68Q: 3 clusters Score -2359277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2359279.250000 Penalty: 4889.759277
	Iteration 69Q: 3 clusters Score -2359279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2359278.750000 Penalty: 4889.759277
	Iteration 70Q: 3 clusters Score -2359279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2359275.750000 Penalty: 4889.759277
	Iteration 71Q: 3 clusters Score -2359276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2359275.250000 Penalty: 4889.759277
	Iteration 72Q: 3 clusters Score -2359275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2359282.750000 Penalty: 4889.759277
	Iteration 73Q: 3 clusters Score -2359283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2359282.750000 Penalty: 4889.759277
	Iteration 74F: 3 clusters Score -2359283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 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 119 members 
Entering Unmasked Estep 
Score: -22173.822266 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22173.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22306.906250 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22306.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22324.681641 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -22324.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22330.066406 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22330.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22335.687500 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -22335.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22341.566406 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -22341.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22341.566406 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -22341.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Entering Unmasked Estep 
Score: -3031892.750000 Penalty: 2502.877197
	Iteration 0F: 2 clusters Score -3031893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3015124.750000 Penalty: 5005.754395
	Iteration 0F: 3 clusters Score -3015125 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3020777.500000 Penalty: 5005.754395
	Iteration 1F: 3 clusters Score -3020778 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3021167.750000 Penalty: 5005.754395
	Iteration 2Q: 3 clusters Score -3021168 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3021489.500000 Penalty: 5005.754395
	Iteration 3Q: 3 clusters Score -3021490 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3021846.250000 Penalty: 5005.754395
	Iteration 4Q: 3 clusters Score -3021846 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3022241.750000 Penalty: 5005.754395
	Iteration 5Q: 3 clusters Score -3022242 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3022782.750000 Penalty: 5005.754395
	Iteration 6Q: 3 clusters Score -3022783 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3023433.250000 Penalty: 5005.754395
	Iteration 7Q: 3 clusters Score -3023433 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3024315.250000 Penalty: 5005.754395
	Iteration 8F: 3 clusters Score -3024315 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3025463.750000 Penalty: 5005.754395
	Iteration 9F: 3 clusters Score -3025464 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3026709.000000 Penalty: 5005.754395
	Iteration 10F: 3 clusters Score -3026709 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3027827.500000 Penalty: 5005.754395
	Iteration 11F: 3 clusters Score -3027828 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3028584.000000 Penalty: 5005.754395
	Iteration 12Q: 3 clusters Score -3028584 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3029056.250000 Penalty: 5005.754395
	Iteration 13Q: 3 clusters Score -3029056 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3029349.250000 Penalty: 5005.754395
	Iteration 14Q: 3 clusters Score -3029349 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3029492.500000 Penalty: 5005.754395
	Iteration 15Q: 3 clusters Score -3029492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3029573.500000 Penalty: 5005.754395
	Iteration 16Q: 3 clusters Score -3029574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3029620.750000 Penalty: 5005.754395
	Iteration 17Q: 3 clusters Score -3029621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3029652.250000 Penalty: 5005.754395
	Iteration 18Q: 3 clusters Score -3029652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3029673.250000 Penalty: 5005.754395
	Iteration 19Q: 3 clusters Score -3029673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3029683.000000 Penalty: 5005.754395
	Iteration 20F: 3 clusters Score -3029683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3029703.750000 Penalty: 5005.754395
	Iteration 21Q: 3 clusters Score -3029704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3029717.000000 Penalty: 5005.754395
	Iteration 22Q: 3 clusters Score -3029717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3029718.000000 Penalty: 5005.754395
	Iteration 23Q: 3 clusters Score -3029718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3029724.750000 Penalty: 5005.754395
	Iteration 24Q: 3 clusters Score -3029725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3029727.000000 Penalty: 5005.754395
	Iteration 25Q: 3 clusters Score -3029727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3029728.500000 Penalty: 5005.754395
	Iteration 26Q: 3 clusters Score -3029728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3029728.500000 Penalty: 5005.754395
	Iteration 27F: 3 clusters Score -3029728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -670792.000000 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -670792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -665959.312500 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -665959.3 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -667367.375000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -667367.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -667812.125000 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -667812.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -668151.062500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -668151.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -668403.500000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -668403.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -668601.750000 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -668601.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -668779.562500 Penalty: 4281.270020
	Iteration 6Q: 3 clusters Score -668779.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -668929.125000 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -668929.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -669053.187500 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -669053.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -669139.375000 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -669139.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -669216.750000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -669216.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -669279.375000 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -669279.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -669336.875000 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -669336.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -669380.437500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -669380.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -669411.125000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -669411.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -669441.000000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -669441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -669469.625000 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -669469.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -669491.125000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -669491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -669511.687500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -669511.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -669530.562500 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -669530.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -669547.375000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -669547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -669561.250000 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -669561.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -669576.437500 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -669576.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669589.812500 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -669589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669597.375000 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -669597.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -669608.125000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -669608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -669617.250000 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -669617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -669621.187500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -669621.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -669627.625000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -669627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -669626.312500 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -669626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -669627.562500 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -669627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -669628.562500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -669628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -669629.750000 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -669629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -669631.250000 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -669631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -669629.875000 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -669629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -669632.250000 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -669632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -669630.812500 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -669630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669632.437500 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -669632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669632.437500 Penalty: 4281.270020
	Iteration 38F: 3 clusters Score -669632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -1146377.125000 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -1146377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1138575.500000 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -1138576 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1141165.750000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -1141166 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1141825.125000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -1141825 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1142414.250000 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -1142414 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1142899.500000 Penalty: 4585.439941
	Iteration 4F: 3 clusters Score -1142900 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1143204.500000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -1143204 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1143400.750000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -1143401 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1143523.000000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -1143523 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1143634.125000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -1143634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1143727.625000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -1143728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1143816.625000 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -1143817 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1143909.125000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -1143909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1143992.375000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -1143992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1144061.750000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -1144062 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1144131.125000 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -1144131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1144200.000000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -1144200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1144276.375000 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -1144276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1144356.500000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -1144356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1144435.000000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -1144435 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1144534.375000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -1144534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1144642.625000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -1144643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1144739.125000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -1144739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1144834.875000 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -1144835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1144918.000000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -1144918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1145006.125000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -1145006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1145073.750000 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -1145074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1145127.750000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -1145128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1145159.375000 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -1145159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1145192.125000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -1145192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1145218.625000 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -1145219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1145236.125000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -1145236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1145248.500000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -1145248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1145253.000000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -1145253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1145260.750000 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -1145261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1145261.000000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -1145261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1145264.875000 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -1145265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1145269.625000 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -1145270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1145273.625000 Penalty: 4585.439941
	Iteration 37Q: 3 clusters Score -1145274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1145273.875000 Penalty: 4585.439941
	Iteration 38Q: 3 clusters Score -1145274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1145273.750000 Penalty: 4585.439941
	Iteration 39Q: 3 clusters Score -1145274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1145276.625000 Penalty: 4585.439941
	Iteration 40F: 3 clusters Score -1145277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1145278.125000 Penalty: 4585.439941
	Iteration 41Q: 3 clusters Score -1145278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1145283.125000 Penalty: 4585.439941
	Iteration 42Q: 3 clusters Score -1145283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1145284.625000 Penalty: 4585.439941
	Iteration 43Q: 3 clusters Score -1145285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1145283.500000 Penalty: 4585.439941
	Iteration 44Q: 3 clusters Score -1145284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1145283.500000 Penalty: 4585.439941
	Iteration 45F: 3 clusters Score -1145284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -1489929.000000 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -1489929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1480893.750000 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -1480894 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1483788.000000 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -1483788 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1484216.500000 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -1484216 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1484604.750000 Penalty: 4665.696777
	Iteration 3F: 3 clusters Score -1484605 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1484970.000000 Penalty: 4665.696777
	Iteration 4F: 3 clusters Score -1484970 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1485283.625000 Penalty: 4665.696777
	Iteration 5Q: 3 clusters Score -1485284 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1485601.250000 Penalty: 4665.696777
	Iteration 6Q: 3 clusters Score -1485601 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1485942.875000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -1485943 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1486342.250000 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -1486342 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1486869.000000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -1486869 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1487431.125000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -1487431 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1487913.625000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -1487914 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1488312.250000 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -1488312 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1488628.000000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -1488628 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1488868.625000 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -1488869 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1489011.250000 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -1489011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1489100.125000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -1489100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1489150.375000 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -1489150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1489182.000000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -1489182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1489196.625000 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -1489197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1489209.750000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -1489210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1489218.125000 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -1489218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1489226.750000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -1489227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1489228.250000 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -1489228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1489238.250000 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -1489238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1489244.500000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -1489244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1489252.375000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -1489252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1489263.250000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -1489263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1489263.625000 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -1489264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1489271.625000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -1489272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1489280.125000 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -1489280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1489287.500000 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -1489288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1489297.000000 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -1489297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1489299.000000 Penalty: 4665.696777
	Iteration 33Q: 3 clusters Score -1489299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1489304.750000 Penalty: 4665.696777
	Iteration 34Q: 3 clusters Score -1489305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1489315.375000 Penalty: 4665.696777
	Iteration 35Q: 3 clusters Score -1489315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1489320.125000 Penalty: 4665.696777
	Iteration 36Q: 3 clusters Score -1489320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1489324.125000 Penalty: 4665.696777
	Iteration 37Q: 3 clusters Score -1489324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1489337.375000 Penalty: 4665.696777
	Iteration 38Q: 3 clusters Score -1489337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1489345.375000 Penalty: 4665.696777
	Iteration 39Q: 3 clusters Score -1489345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1489367.625000 Penalty: 4665.696777
	Iteration 40F: 3 clusters Score -1489368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1489388.125000 Penalty: 4665.696777
	Iteration 41Q: 3 clusters Score -1489388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1489428.375000 Penalty: 4665.696777
	Iteration 42Q: 3 clusters Score -1489428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1489494.375000 Penalty: 4665.696777
	Iteration 43Q: 3 clusters Score -1489494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1489605.125000 Penalty: 4665.696777
	Iteration 44Q: 3 clusters Score -1489605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1489756.875000 Penalty: 4665.696777
	Iteration 45Q: 3 clusters Score -1489757 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1489941.250000 Penalty: 4665.696777
	Iteration 46Q: 3 clusters Score -1489941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1490132.500000 Penalty: 4665.696777
	Iteration 47Q: 3 clusters Score -1490132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1490228.875000 Penalty: 4665.696777
	Iteration 48Q: 3 clusters Score -1490229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1490293.250000 Penalty: 4665.696777
	Iteration 49Q: 3 clusters Score -1490293 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1490326.375000 Penalty: 4665.696777
	Iteration 50Q: 3 clusters Score -1490326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1490360.750000 Penalty: 4665.696777
	Iteration 51Q: 3 clusters Score -1490361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1490371.875000 Penalty: 4665.696777
	Iteration 52Q: 3 clusters Score -1490372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1490382.375000 Penalty: 4665.696777
	Iteration 53Q: 3 clusters Score -1490382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1490394.000000 Penalty: 4665.696777
	Iteration 54Q: 3 clusters Score -1490394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1490401.375000 Penalty: 4665.696777
	Iteration 55Q: 3 clusters Score -1490401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1490402.875000 Penalty: 4665.696777
	Iteration 56Q: 3 clusters Score -1490403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1490406.250000 Penalty: 4665.696777
	Iteration 57Q: 3 clusters Score -1490406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1490410.625000 Penalty: 4665.696777
	Iteration 58Q: 3 clusters Score -1490411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1490413.125000 Penalty: 4665.696777
	Iteration 59Q: 3 clusters Score -1490413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1490415.125000 Penalty: 4665.696777
	Iteration 60F: 3 clusters Score -1490415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1490415.750000 Penalty: 4665.696777
	Iteration 61Q: 3 clusters Score -1490416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1490418.750000 Penalty: 4665.696777
	Iteration 62Q: 3 clusters Score -1490419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1490419.000000 Penalty: 4665.696777
	Iteration 63Q: 3 clusters Score -1490419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1490419.750000 Penalty: 4665.696777
	Iteration 64Q: 3 clusters Score -1490420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1490422.125000 Penalty: 4665.696777
	Iteration 65Q: 3 clusters Score -1490422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1490420.625000 Penalty: 4665.696777
	Iteration 66Q: 3 clusters Score -1490421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1490423.125000 Penalty: 4665.696777
	Iteration 67Q: 3 clusters Score -1490423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1490421.875000 Penalty: 4665.696777
	Iteration 68Q: 3 clusters Score -1490422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1490421.875000 Penalty: 4665.696777
	Iteration 69F: 3 clusters Score -1490422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 4529 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 7640 members 
Entering Unmasked Estep 
Score: -134489760.000000 Penalty: 252057.234375
Splitting cluster 34 changes total score from -134490480.000000 to -134489760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -138243.078125 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -138243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136162.546875 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -136162.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136496.000000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -136496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136612.890625 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -136612.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136690.359375 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -136690.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136747.843750 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -136747.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136820.953125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -136821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136907.984375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -136908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136967.187500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -136967.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137027.031250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -137027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137076.609375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -137076.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137122.671875 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -137122.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137148.718750 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -137148.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137173.125000 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -137173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137201.890625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -137201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137218.625000 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -137218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137226.375000 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -137226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137228.765625 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -137228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137230.265625 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -137230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137230.265625 Penalty: 3514.606934
	Iteration 18F: 3 clusters Score -137230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -409785.062500 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409785.1 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -410545.562500 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410545.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -410721.812500 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410721.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -410826.625000 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410826.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -410905.281250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410905.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -410971.906250 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410971.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -411004.750000 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -411004.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -411027.718750 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -411027.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -411041.812500 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -411041.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -411051.031250 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -411051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -411060.343750 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411060.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -411072.125000 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411072.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -411086.187500 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411086.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -411095.625000 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -411105.250000 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -411119.031250 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -411128.593750 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -411136.500000 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -411142.375000 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -411147.437500 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -411151.250000 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -411154.937500 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -411156.875000 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -411159.250000 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -411159.468750 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -411159.468750 Penalty: 4020.382080
	Iteration 25F: 3 clusters Score -411159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -176103.156250 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -176103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -173655.203125 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -173655.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -174296.515625 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -174296.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174627.609375 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -174627.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174842.390625 Penalty: 3711.689209
	Iteration 3F: 3 clusters Score -174842.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -174975.703125 Penalty: 3711.689209
	Iteration 4F: 3 clusters Score -174975.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175091.125000 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -175091.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -175189.750000 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -175189.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175255.265625 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -175255.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175304.125000 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -175304.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175335.578125 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -175335.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175365.140625 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -175365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175387.828125 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -175387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175402.687500 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -175402.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -175412.765625 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -175412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -175422.687500 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -175422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175431.000000 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -175431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175442.906250 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -175442.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175451.812500 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -175451.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175464.156250 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -175464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175468.906250 Penalty: 3711.689209
	Iteration 19Q: 3 clusters Score -175468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -175479.281250 Penalty: 3711.689209
	Iteration 20F: 3 clusters Score -175479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175498.703125 Penalty: 3711.689209
	Iteration 21Q: 3 clusters Score -175498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175506.875000 Penalty: 3711.689209
	Iteration 22Q: 3 clusters Score -175506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175519.062500 Penalty: 3711.689209
	Iteration 23Q: 3 clusters Score -175519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175535.125000 Penalty: 3711.689209
	Iteration 24Q: 3 clusters Score -175535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175547.703125 Penalty: 3711.689209
	Iteration 25Q: 3 clusters Score -175547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175557.734375 Penalty: 3711.689209
	Iteration 26Q: 3 clusters Score -175557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175560.921875 Penalty: 3711.689209
	Iteration 27Q: 3 clusters Score -175560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175562.546875 Penalty: 3711.689209
	Iteration 28Q: 3 clusters Score -175562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -175563.828125 Penalty: 3711.689209
	Iteration 29Q: 3 clusters Score -175563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175564.343750 Penalty: 3711.689209
	Iteration 30Q: 3 clusters Score -175564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175564.343750 Penalty: 3711.689209
	Iteration 31F: 3 clusters Score -175564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Entering Unmasked Estep 
Score: -513352.375000 Penalty: 2072.600098
	Iteration 0F: 2 clusters Score -513352.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -509323.625000 Penalty: 4145.200195
	Iteration 0F: 3 clusters Score -509323.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -510262.812500 Penalty: 4145.200195
	Iteration 1F: 3 clusters Score -510262.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -510448.281250 Penalty: 4145.200195
	Iteration 2F: 3 clusters Score -510448.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -510549.750000 Penalty: 4145.200195
	Iteration 3Q: 3 clusters Score -510549.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -510617.593750 Penalty: 4145.200195
	Iteration 4Q: 3 clusters Score -510617.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -510663.718750 Penalty: 4145.200195
	Iteration 5Q: 3 clusters Score -510663.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -510708.031250 Penalty: 4145.200195
	Iteration 6Q: 3 clusters Score -510708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -510744.843750 Penalty: 4145.200195
	Iteration 7Q: 3 clusters Score -510744.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -510774.375000 Penalty: 4145.200195
	Iteration 8Q: 3 clusters Score -510774.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -510800.250000 Penalty: 4145.200195
	Iteration 9Q: 3 clusters Score -510800.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -510832.500000 Penalty: 4145.200195
	Iteration 10Q: 3 clusters Score -510832.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -510870.156250 Penalty: 4145.200195
	Iteration 11Q: 3 clusters Score -510870.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -510907.625000 Penalty: 4145.200195
	Iteration 12Q: 3 clusters Score -510907.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -510942.875000 Penalty: 4145.200195
	Iteration 13Q: 3 clusters Score -510942.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -510974.062500 Penalty: 4145.200195
	Iteration 14Q: 3 clusters Score -510974.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -511006.093750 Penalty: 4145.200195
	Iteration 15Q: 3 clusters Score -511006.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -511042.687500 Penalty: 4145.200195
	Iteration 16Q: 3 clusters Score -511042.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -511078.562500 Penalty: 4145.200195
	Iteration 17Q: 3 clusters Score -511078.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -511113.531250 Penalty: 4145.200195
	Iteration 18Q: 3 clusters Score -511113.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -511161.750000 Penalty: 4145.200195
	Iteration 19Q: 3 clusters Score -511161.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -511203.875000 Penalty: 4145.200195
	Iteration 20F: 3 clusters Score -511203.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -511244.312500 Penalty: 4145.200195
	Iteration 21Q: 3 clusters Score -511244.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -511280.843750 Penalty: 4145.200195
	Iteration 22Q: 3 clusters Score -511280.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -511320.062500 Penalty: 4145.200195
	Iteration 23Q: 3 clusters Score -511320.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -511358.406250 Penalty: 4145.200195
	Iteration 24Q: 3 clusters Score -511358.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -511394.406250 Penalty: 4145.200195
	Iteration 25Q: 3 clusters Score -511394.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -511423.812500 Penalty: 4145.200195
	Iteration 26Q: 3 clusters Score -511423.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -511448.750000 Penalty: 4145.200195
	Iteration 27Q: 3 clusters Score -511448.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -511475.375000 Penalty: 4145.200195
	Iteration 28Q: 3 clusters Score -511475.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -511502.687500 Penalty: 4145.200195
	Iteration 29Q: 3 clusters Score -511502.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -511534.281250 Penalty: 4145.200195
	Iteration 30Q: 3 clusters Score -511534.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -511563.312500 Penalty: 4145.200195
	Iteration 31Q: 3 clusters Score -511563.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -511585.843750 Penalty: 4145.200195
	Iteration 32Q: 3 clusters Score -511585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -511601.406250 Penalty: 4145.200195
	Iteration 33Q: 3 clusters Score -511601.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -511618.812500 Penalty: 4145.200195
	Iteration 34Q: 3 clusters Score -511618.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -511629.875000 Penalty: 4145.200195
	Iteration 35Q: 3 clusters Score -511629.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -511644.562500 Penalty: 4145.200195
	Iteration 36Q: 3 clusters Score -511644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -511656.343750 Penalty: 4145.200195
	Iteration 37Q: 3 clusters Score -511656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -511664.593750 Penalty: 4145.200195
	Iteration 38Q: 3 clusters Score -511664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -511669.593750 Penalty: 4145.200195
	Iteration 39Q: 3 clusters Score -511669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -511673.281250 Penalty: 4145.200195
	Iteration 40F: 3 clusters Score -511673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -511676.375000 Penalty: 4145.200195
	Iteration 41Q: 3 clusters Score -511676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -511681.468750 Penalty: 4145.200195
	Iteration 42Q: 3 clusters Score -511681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -511686.437500 Penalty: 4145.200195
	Iteration 43Q: 3 clusters Score -511686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -511690.437500 Penalty: 4145.200195
	Iteration 44Q: 3 clusters Score -511690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -511691.281250 Penalty: 4145.200195
	Iteration 45Q: 3 clusters Score -511691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -511691.718750 Penalty: 4145.200195
	Iteration 46Q: 3 clusters Score -511691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -511693.812500 Penalty: 4145.200195
	Iteration 47Q: 3 clusters Score -511693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -511694.062500 Penalty: 4145.200195
	Iteration 48Q: 3 clusters Score -511694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -511695.125000 Penalty: 4145.200195
	Iteration 49Q: 3 clusters Score -511695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -511695.531250 Penalty: 4145.200195
	Iteration 50Q: 3 clusters Score -511695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -511696.062500 Penalty: 4145.200195
	Iteration 51Q: 3 clusters Score -511696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -511696.062500 Penalty: 4145.200195
	Iteration 52F: 3 clusters Score -511696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -877618.437500 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -877618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -871817.125000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -871817.1 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -873494.187500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -873494.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -874014.750000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -874014.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -874775.125000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -874775.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -875658.937500 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -875658.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -876465.625000 Penalty: 4403.665527
	Iteration 5F: 3 clusters Score -876465.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -877026.687500 Penalty: 4403.665527
	Iteration 6F: 3 clusters Score -877026.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -877394.687500 Penalty: 4403.665527
	Iteration 7F: 3 clusters Score -877394.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -877642.000000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -877642 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -877806.625000 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -877806.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -877922.250000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -877922.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -878009.687500 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -878009.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -878049.375000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -878049.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -878072.062500 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -878072.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -878090.750000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -878090.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -878098.937500 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -878098.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -878106.937500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -878106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -878112.687500 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -878112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -878113.312500 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -878113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -878117.062500 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -878117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -878122.750000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -878122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -878129.937500 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -878129.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -878133.625000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -878133.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -878136.687500 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -878136.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -878140.437500 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -878140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -878143.687500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -878143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -878145.687500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -878145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -878147.375000 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -878147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -878148.250000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -878148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -878149.062500 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -878149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -878150.687500 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -878150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -878151.375000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -878151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -878153.187500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -878153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -878152.687500 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -878152.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -878152.687500 Penalty: 4403.665527
	Iteration 34F: 3 clusters Score -878152.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 2185 members 
Entering Unmasked Estep 
Score: -134489872.000000 Penalty: 252057.234375
Splitting cluster 39 changes total score from -134490480.000000 to -134489872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -163807.781250 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -163807.8 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 693 members 
Entering Unmasked Estep 
Score: -161537.890625 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -161537.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161947.781250 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -161947.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162117.078125 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -162117.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162221.359375 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -162221.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162315.750000 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -162315.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162392.015625 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -162392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162449.687500 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -162449.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162487.218750 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -162487.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -162513.609375 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -162513.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162533.156250 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -162533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162544.531250 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -162544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162553.234375 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -162553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -162565.140625 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -162565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162580.296875 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -162580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -162590.843750 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -162590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162615.125000 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -162615.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162653.296875 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -162653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162683.875000 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -162683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162711.953125 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -162712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162722.421875 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -162722.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162731.718750 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -162731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162738.750000 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -162738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162743.390625 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -162743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162743.390625 Penalty: 3592.072998
	Iteration 23F: 3 clusters Score -162743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -113843.523438 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -113843.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112163.835938 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -112163.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112547.554688 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -112547.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112749.757812 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -112749.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112900.164062 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -112900.2 nChanged 32
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: -112986.984375 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -112987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113070.734375 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -113070.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113136.023438 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -113136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113189.398438 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -113189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113249.937500 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -113249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113269.585938 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -113269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113285.710938 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -113285.7 nChanged 3
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: -113292.148438 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -113292.1 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: -113297.195312 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -113297.2 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: -113297.195312 Penalty: 3266.056396
	Iteration 13F: 3 clusters Score -113297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Entering Unmasked Estep 
Score: -8311586.500000 Penalty: 2754.703613
	Iteration 0F: 2 clusters Score -8311586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8266893.000000 Penalty: 5509.407227
	Iteration 0F: 3 clusters Score -8266893 nChanged 31222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -8284321.000000 Penalty: 5509.407227
	Iteration 1F: 3 clusters Score -8284321 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -8284745.000000 Penalty: 5509.407227
	Iteration 2Q: 3 clusters Score -8284745 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -8285224.500000 Penalty: 5509.407227
	Iteration 3Q: 3 clusters Score -8285224 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -8285648.000000 Penalty: 5509.407227
	Iteration 4Q: 3 clusters Score -8285648 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -8286076.000000 Penalty: 5509.407227
	Iteration 5Q: 3 clusters Score -8286076 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -8286620.000000 Penalty: 5509.407227
	Iteration 6Q: 3 clusters Score -8286620 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8287440.500000 Penalty: 5509.407227
	Iteration 7Q: 3 clusters Score -8287440 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -8288549.000000 Penalty: 5509.407227
	Iteration 8Q: 3 clusters Score -8288549 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8290067.000000 Penalty: 5509.407227
	Iteration 9Q: 3 clusters Score -8290067 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -8291976.000000 Penalty: 5509.407227
	Iteration 10F: 3 clusters Score -8291976 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -8294165.500000 Penalty: 5509.407227
	Iteration 11F: 3 clusters Score -8294166 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -8296497.500000 Penalty: 5509.407227
	Iteration 12F: 3 clusters Score -8296498 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -8298556.000000 Penalty: 5509.407227
	Iteration 13F: 3 clusters Score -8298556 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -8300713.500000 Penalty: 5509.407227
	Iteration 14Q: 3 clusters Score -8300714 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -8302652.000000 Penalty: 5509.407227
	Iteration 15Q: 3 clusters Score -8302652 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -8304458.000000 Penalty: 5509.407227
	Iteration 16Q: 3 clusters Score -8304458 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -8305991.500000 Penalty: 5509.407227
	Iteration 17Q: 3 clusters Score -8305992 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -8307208.500000 Penalty: 5509.407227
	Iteration 18Q: 3 clusters Score -8307208 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8308081.500000 Penalty: 5509.407227
	Iteration 19Q: 3 clusters Score -8308082 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8308651.000000 Penalty: 5509.407227
	Iteration 20F: 3 clusters Score -8308651 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -8309044.000000 Penalty: 5509.407227
	Iteration 21Q: 3 clusters Score -8309044 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -8309307.500000 Penalty: 5509.407227
	Iteration 22Q: 3 clusters Score -8309308 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8309524.000000 Penalty: 5509.407227
	Iteration 23Q: 3 clusters Score -8309524 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -8309599.500000 Penalty: 5509.407227
	Iteration 24Q: 3 clusters Score -8309600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8309677.500000 Penalty: 5509.407227
	Iteration 25Q: 3 clusters Score -8309678 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8309738.000000 Penalty: 5509.407227
	Iteration 26Q: 3 clusters Score -8309738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -8309757.000000 Penalty: 5509.407227
	Iteration 27Q: 3 clusters Score -8309757 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8309806.500000 Penalty: 5509.407227
	Iteration 28Q: 3 clusters Score -8309806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8309844.000000 Penalty: 5509.407227
	Iteration 29Q: 3 clusters Score -8309844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8309836.000000 Penalty: 5509.407227
	Iteration 30Q: 3 clusters Score -8309836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8309859.500000 Penalty: 5509.407227
	Iteration 31Q: 3 clusters Score -8309860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8309879.500000 Penalty: 5509.407227
	Iteration 32Q: 3 clusters Score -8309880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -8309893.500000 Penalty: 5509.407227
	Iteration 33Q: 3 clusters Score -8309894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8309891.000000 Penalty: 5509.407227
	Iteration 34Q: 3 clusters Score -8309891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -8309890.500000 Penalty: 5509.407227
	Iteration 35Q: 3 clusters Score -8309890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8309911.000000 Penalty: 5509.407227
	Iteration 36Q: 3 clusters Score -8309911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8309897.000000 Penalty: 5509.407227
	Iteration 37Q: 3 clusters Score -8309897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -8309901.000000 Penalty: 5509.407227
	Iteration 38Q: 3 clusters Score -8309901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8309916.000000 Penalty: 5509.407227
	Iteration 39Q: 3 clusters Score -8309916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8309923.500000 Penalty: 5509.407227
	Iteration 40F: 3 clusters Score -8309924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -8309934.000000 Penalty: 5509.407227
	Iteration 41Q: 3 clusters Score -8309934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8309931.500000 Penalty: 5509.407227
	Iteration 42Q: 3 clusters Score -8309932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8309951.000000 Penalty: 5509.407227
	Iteration 43Q: 3 clusters Score -8309951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8309939.500000 Penalty: 5509.407227
	Iteration 44Q: 3 clusters Score -8309940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8309938.500000 Penalty: 5509.407227
	Iteration 45Q: 3 clusters Score -8309938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8309934.500000 Penalty: 5509.407227
	Iteration 46Q: 3 clusters Score -8309934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8309924.500000 Penalty: 5509.407227
	Iteration 47Q: 3 clusters Score -8309924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8309919.500000 Penalty: 5509.407227
	Iteration 48Q: 3 clusters Score -8309920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8309916.500000 Penalty: 5509.407227
	Iteration 49Q: 3 clusters Score -8309916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8309914.500000 Penalty: 5509.407227
	Iteration 50Q: 3 clusters Score -8309914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8309913.500000 Penalty: 5509.407227
	Iteration 51Q: 3 clusters Score -8309914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8309935.000000 Penalty: 5509.407227
	Iteration 52Q: 3 clusters Score -8309935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8309933.500000 Penalty: 5509.407227
	Iteration 53Q: 3 clusters Score -8309934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8309921.000000 Penalty: 5509.407227
	Iteration 54Q: 3 clusters Score -8309921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8309925.500000 Penalty: 5509.407227
	Iteration 55Q: 3 clusters Score -8309926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8309930.500000 Penalty: 5509.407227
	Iteration 56Q: 3 clusters Score -8309930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -8309921.000000 Penalty: 5509.407227
	Iteration 57Q: 3 clusters Score -8309921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8309926.000000 Penalty: 5509.407227
	Iteration 58Q: 3 clusters Score -8309926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8309921.000000 Penalty: 5509.407227
	Iteration 59Q: 3 clusters Score -8309921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8309924.000000 Penalty: 5509.407227
	Iteration 60F: 3 clusters Score -8309924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8309924.500000 Penalty: 5509.407227
	Iteration 61Q: 3 clusters Score -8309924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8309919.500000 Penalty: 5509.407227
	Iteration 62Q: 3 clusters Score -8309920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8309920.000000 Penalty: 5509.407227
	Iteration 63Q: 3 clusters Score -8309920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8309922.500000 Penalty: 5509.407227
	Iteration 64Q: 3 clusters Score -8309922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8309920.000000 Penalty: 5509.407227
	Iteration 65Q: 3 clusters Score -8309920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8309926.500000 Penalty: 5509.407227
	Iteration 66Q: 3 clusters Score -8309926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8309931.500000 Penalty: 5509.407227
	Iteration 67Q: 3 clusters Score -8309932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8309931.500000 Penalty: 5509.407227
	Iteration 68F: 3 clusters Score -8309932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -1091390.375000 Penalty: 2255.347656
	Iteration 0F: 2 clusters Score -1091390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1084276.375000 Penalty: 4510.695312
	Iteration 0F: 3 clusters Score -1084276 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1086391.625000 Penalty: 4510.695312
	Iteration 1F: 3 clusters Score -1086392 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1086806.500000 Penalty: 4510.695312
	Iteration 2F: 3 clusters Score -1086806 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1087159.125000 Penalty: 4510.695312
	Iteration 3F: 3 clusters Score -1087159 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1087458.500000 Penalty: 4510.695312
	Iteration 4F: 3 clusters Score -1087458 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1087699.625000 Penalty: 4510.695312
	Iteration 5Q: 3 clusters Score -1087700 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1087924.125000 Penalty: 4510.695312
	Iteration 6Q: 3 clusters Score -1087924 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1088105.125000 Penalty: 4510.695312
	Iteration 7Q: 3 clusters Score -1088105 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1088246.000000 Penalty: 4510.695312
	Iteration 8Q: 3 clusters Score -1088246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1088370.750000 Penalty: 4510.695312
	Iteration 9Q: 3 clusters Score -1088371 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1088479.125000 Penalty: 4510.695312
	Iteration 10Q: 3 clusters Score -1088479 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1088568.375000 Penalty: 4510.695312
	Iteration 11Q: 3 clusters Score -1088568 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1088642.500000 Penalty: 4510.695312
	Iteration 12Q: 3 clusters Score -1088642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1088723.500000 Penalty: 4510.695312
	Iteration 13Q: 3 clusters Score -1088724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1088807.250000 Penalty: 4510.695312
	Iteration 14Q: 3 clusters Score -1088807 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1088894.000000 Penalty: 4510.695312
	Iteration 15Q: 3 clusters Score -1088894 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1088988.625000 Penalty: 4510.695312
	Iteration 16Q: 3 clusters Score -1088989 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1089099.375000 Penalty: 4510.695312
	Iteration 17Q: 3 clusters Score -1089099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1089219.125000 Penalty: 4510.695312
	Iteration 18Q: 3 clusters Score -1089219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1089322.250000 Penalty: 4510.695312
	Iteration 19Q: 3 clusters Score -1089322 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1089409.875000 Penalty: 4510.695312
	Iteration 20F: 3 clusters Score -1089410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1089478.750000 Penalty: 4510.695312
	Iteration 21Q: 3 clusters Score -1089479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1089539.500000 Penalty: 4510.695312
	Iteration 22Q: 3 clusters Score -1089540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1089591.125000 Penalty: 4510.695312
	Iteration 23Q: 3 clusters Score -1089591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1089627.375000 Penalty: 4510.695312
	Iteration 24Q: 3 clusters Score -1089627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1089664.500000 Penalty: 4510.695312
	Iteration 25Q: 3 clusters Score -1089664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1089691.000000 Penalty: 4510.695312
	Iteration 26Q: 3 clusters Score -1089691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1089719.125000 Penalty: 4510.695312
	Iteration 27Q: 3 clusters Score -1089719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1089759.500000 Penalty: 4510.695312
	Iteration 28Q: 3 clusters Score -1089760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1089793.000000 Penalty: 4510.695312
	Iteration 29Q: 3 clusters Score -1089793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1089816.250000 Penalty: 4510.695312
	Iteration 30Q: 3 clusters Score -1089816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1089835.250000 Penalty: 4510.695312
	Iteration 31Q: 3 clusters Score -1089835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1089864.625000 Penalty: 4510.695312
	Iteration 32Q: 3 clusters Score -1089865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1089888.625000 Penalty: 4510.695312
	Iteration 33Q: 3 clusters Score -1089889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1089906.625000 Penalty: 4510.695312
	Iteration 34Q: 3 clusters Score -1089907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1089929.250000 Penalty: 4510.695312
	Iteration 35Q: 3 clusters Score -1089929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1089955.375000 Penalty: 4510.695312
	Iteration 36Q: 3 clusters Score -1089955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1089975.625000 Penalty: 4510.695312
	Iteration 37Q: 3 clusters Score -1089976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1089999.375000 Penalty: 4510.695312
	Iteration 38Q: 3 clusters Score -1089999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1090021.125000 Penalty: 4510.695312
	Iteration 39Q: 3 clusters Score -1090021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1090037.125000 Penalty: 4510.695312
	Iteration 40F: 3 clusters Score -1090037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1090057.500000 Penalty: 4510.695312
	Iteration 41Q: 3 clusters Score -1090058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1090064.375000 Penalty: 4510.695312
	Iteration 42Q: 3 clusters Score -1090064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1090082.625000 Penalty: 4510.695312
	Iteration 43Q: 3 clusters Score -1090083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1090094.875000 Penalty: 4510.695312
	Iteration 44Q: 3 clusters Score -1090095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1090101.625000 Penalty: 4510.695312
	Iteration 45Q: 3 clusters Score -1090102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1090107.250000 Penalty: 4510.695312
	Iteration 46Q: 3 clusters Score -1090107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1090115.875000 Penalty: 4510.695312
	Iteration 47Q: 3 clusters Score -1090116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1090124.500000 Penalty: 4510.695312
	Iteration 48Q: 3 clusters Score -1090124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1090126.875000 Penalty: 4510.695312
	Iteration 49Q: 3 clusters Score -1090127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1090129.000000 Penalty: 4510.695312
	Iteration 50Q: 3 clusters Score -1090129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1090134.500000 Penalty: 4510.695312
	Iteration 51Q: 3 clusters Score -1090134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1090135.250000 Penalty: 4510.695312
	Iteration 52Q: 3 clusters Score -1090135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1090139.875000 Penalty: 4510.695312
	Iteration 53Q: 3 clusters Score -1090140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1090140.125000 Penalty: 4510.695312
	Iteration 54Q: 3 clusters Score -1090140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1090141.750000 Penalty: 4510.695312
	Iteration 55Q: 3 clusters Score -1090142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1090142.500000 Penalty: 4510.695312
	Iteration 56Q: 3 clusters Score -1090142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1090142.000000 Penalty: 4510.695312
	Iteration 57Q: 3 clusters Score -1090142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1090143.000000 Penalty: 4510.695312
	Iteration 58Q: 3 clusters Score -1090143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1090143.500000 Penalty: 4510.695312
	Iteration 59Q: 3 clusters Score -1090144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1090143.500000 Penalty: 4510.695312
	Iteration 60F: 3 clusters Score -1090144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Entering Unmasked Estep 
Score: -2419428.750000 Penalty: 2454.622314
	Iteration 0F: 2 clusters Score -2419429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2405390.750000 Penalty: 4909.244629
	Iteration 0F: 3 clusters Score -2405391 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2410297.250000 Penalty: 4909.244629
	Iteration 1F: 3 clusters Score -2410297 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2410957.500000 Penalty: 4909.244629
	Iteration 2F: 3 clusters Score -2410958 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2411681.000000 Penalty: 4909.244629
	Iteration 3F: 3 clusters Score -2411681 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2412406.750000 Penalty: 4909.244629
	Iteration 4F: 3 clusters Score -2412407 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2413098.000000 Penalty: 4909.244629
	Iteration 5F: 3 clusters Score -2413098 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2413763.000000 Penalty: 4909.244629
	Iteration 6F: 3 clusters Score -2413763 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2414428.250000 Penalty: 4909.244629
	Iteration 7Q: 3 clusters Score -2414428 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2414998.000000 Penalty: 4909.244629
	Iteration 8Q: 3 clusters Score -2414998 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2415510.500000 Penalty: 4909.244629
	Iteration 9Q: 3 clusters Score -2415510 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2415903.500000 Penalty: 4909.244629
	Iteration 10Q: 3 clusters Score -2415904 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2416245.000000 Penalty: 4909.244629
	Iteration 11Q: 3 clusters Score -2416245 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2416571.750000 Penalty: 4909.244629
	Iteration 12Q: 3 clusters Score -2416572 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2416860.750000 Penalty: 4909.244629
	Iteration 13Q: 3 clusters Score -2416861 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2417118.250000 Penalty: 4909.244629
	Iteration 14Q: 3 clusters Score -2417118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2417351.000000 Penalty: 4909.244629
	Iteration 15Q: 3 clusters Score -2417351 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2417527.250000 Penalty: 4909.244629
	Iteration 16Q: 3 clusters Score -2417527 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2417642.250000 Penalty: 4909.244629
	Iteration 17Q: 3 clusters Score -2417642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2417733.500000 Penalty: 4909.244629
	Iteration 18Q: 3 clusters Score -2417734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2417786.000000 Penalty: 4909.244629
	Iteration 19Q: 3 clusters Score -2417786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2417834.000000 Penalty: 4909.244629
	Iteration 20F: 3 clusters Score -2417834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2417869.750000 Penalty: 4909.244629
	Iteration 21Q: 3 clusters Score -2417870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2417894.750000 Penalty: 4909.244629
	Iteration 22Q: 3 clusters Score -2417895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2417911.750000 Penalty: 4909.244629
	Iteration 23Q: 3 clusters Score -2417912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2417925.750000 Penalty: 4909.244629
	Iteration 24Q: 3 clusters Score -2417926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2417941.250000 Penalty: 4909.244629
	Iteration 25Q: 3 clusters Score -2417941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2417954.500000 Penalty: 4909.244629
	Iteration 26Q: 3 clusters Score -2417954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2417958.250000 Penalty: 4909.244629
	Iteration 27Q: 3 clusters Score -2417958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2417963.250000 Penalty: 4909.244629
	Iteration 28Q: 3 clusters Score -2417963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2417967.000000 Penalty: 4909.244629
	Iteration 29Q: 3 clusters Score -2417967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2417972.000000 Penalty: 4909.244629
	Iteration 30Q: 3 clusters Score -2417972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2417972.000000 Penalty: 4909.244629
	Iteration 31Q: 3 clusters Score -2417972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2417979.000000 Penalty: 4909.244629
	Iteration 32Q: 3 clusters Score -2417979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2417983.500000 Penalty: 4909.244629
	Iteration 33Q: 3 clusters Score -2417984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2417982.750000 Penalty: 4909.244629
	Iteration 34Q: 3 clusters Score -2417983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2417986.500000 Penalty: 4909.244629
	Iteration 35Q: 3 clusters Score -2417986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2417986.500000 Penalty: 4909.244629
	Iteration 36Q: 3 clusters Score -2417986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2417985.500000 Penalty: 4909.244629
	Iteration 37Q: 3 clusters Score -2417986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2417985.500000 Penalty: 4909.244629
	Iteration 38Q: 3 clusters Score -2417986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2417986.250000 Penalty: 4909.244629
	Iteration 39Q: 3 clusters Score -2417986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2417986.250000 Penalty: 4909.244629
	Iteration 40F: 3 clusters Score -2417986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -1366204.250000 Penalty: 2308.544189
	Iteration 0F: 2 clusters Score -1366204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1357854.500000 Penalty: 4617.088379
	Iteration 0F: 3 clusters Score -1357854 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1360292.625000 Penalty: 4617.088379
	Iteration 1F: 3 clusters Score -1360293 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1360743.250000 Penalty: 4617.088379
	Iteration 2F: 3 clusters Score -1360743 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1361159.125000 Penalty: 4617.088379
	Iteration 3F: 3 clusters Score -1361159 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1361528.375000 Penalty: 4617.088379
	Iteration 4F: 3 clusters Score -1361528 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1361850.625000 Penalty: 4617.088379
	Iteration 5Q: 3 clusters Score -1361851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1362137.125000 Penalty: 4617.088379
	Iteration 6Q: 3 clusters Score -1362137 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1362410.250000 Penalty: 4617.088379
	Iteration 7Q: 3 clusters Score -1362410 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1362633.500000 Penalty: 4617.088379
	Iteration 8Q: 3 clusters Score -1362634 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1362832.125000 Penalty: 4617.088379
	Iteration 9Q: 3 clusters Score -1362832 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1363008.000000 Penalty: 4617.088379
	Iteration 10Q: 3 clusters Score -1363008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1363139.875000 Penalty: 4617.088379
	Iteration 11Q: 3 clusters Score -1363140 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1363273.625000 Penalty: 4617.088379
	Iteration 12Q: 3 clusters Score -1363274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1363383.375000 Penalty: 4617.088379
	Iteration 13Q: 3 clusters Score -1363383 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1363474.750000 Penalty: 4617.088379
	Iteration 14Q: 3 clusters Score -1363475 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1363517.000000 Penalty: 4617.088379
	Iteration 15Q: 3 clusters Score -1363517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1363550.000000 Penalty: 4617.088379
	Iteration 16Q: 3 clusters Score -1363550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1363578.750000 Penalty: 4617.088379
	Iteration 17Q: 3 clusters Score -1363579 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1363597.125000 Penalty: 4617.088379
	Iteration 18Q: 3 clusters Score -1363597 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1363619.500000 Penalty: 4617.088379
	Iteration 19Q: 3 clusters Score -1363620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1363645.250000 Penalty: 4617.088379
	Iteration 20F: 3 clusters Score -1363645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1363656.375000 Penalty: 4617.088379
	Iteration 21Q: 3 clusters Score -1363656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1363669.000000 Penalty: 4617.088379
	Iteration 22Q: 3 clusters Score -1363669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1363678.500000 Penalty: 4617.088379
	Iteration 23Q: 3 clusters Score -1363678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1363686.125000 Penalty: 4617.088379
	Iteration 24Q: 3 clusters Score -1363686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1363688.750000 Penalty: 4617.088379
	Iteration 25Q: 3 clusters Score -1363689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1363692.375000 Penalty: 4617.088379
	Iteration 26Q: 3 clusters Score -1363692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1363698.625000 Penalty: 4617.088379
	Iteration 27Q: 3 clusters Score -1363699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1363703.000000 Penalty: 4617.088379
	Iteration 28Q: 3 clusters Score -1363703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1363707.375000 Penalty: 4617.088379
	Iteration 29Q: 3 clusters Score -1363707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1363709.875000 Penalty: 4617.088379
	Iteration 30Q: 3 clusters Score -1363710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1363709.875000 Penalty: 4617.088379
	Iteration 31Q: 3 clusters Score -1363710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1363712.375000 Penalty: 4617.088379
	Iteration 32Q: 3 clusters Score -1363712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1363714.250000 Penalty: 4617.088379
	Iteration 33Q: 3 clusters Score -1363714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1363715.500000 Penalty: 4617.088379
	Iteration 34Q: 3 clusters Score -1363716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1363718.125000 Penalty: 4617.088379
	Iteration 35Q: 3 clusters Score -1363718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1363723.500000 Penalty: 4617.088379
	Iteration 36Q: 3 clusters Score -1363724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1363720.625000 Penalty: 4617.088379
	Iteration 37Q: 3 clusters Score -1363721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1363724.125000 Penalty: 4617.088379
	Iteration 38Q: 3 clusters Score -1363724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1363725.125000 Penalty: 4617.088379
	Iteration 39Q: 3 clusters Score -1363725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1363722.875000 Penalty: 4617.088379
	Iteration 40F: 3 clusters Score -1363723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1363725.625000 Penalty: 4617.088379
	Iteration 41Q: 3 clusters Score -1363726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1363725.875000 Penalty: 4617.088379
	Iteration 42Q: 3 clusters Score -1363726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1363727.625000 Penalty: 4617.088379
	Iteration 43Q: 3 clusters Score -1363728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1363731.125000 Penalty: 4617.088379
	Iteration 44Q: 3 clusters Score -1363731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1363733.125000 Penalty: 4617.088379
	Iteration 45Q: 3 clusters Score -1363733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1363736.250000 Penalty: 4617.088379
	Iteration 46Q: 3 clusters Score -1363736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1363739.875000 Penalty: 4617.088379
	Iteration 47Q: 3 clusters Score -1363740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1363745.250000 Penalty: 4617.088379
	Iteration 48Q: 3 clusters Score -1363745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1363746.250000 Penalty: 4617.088379
	Iteration 49Q: 3 clusters Score -1363746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1363751.000000 Penalty: 4617.088379
	Iteration 50Q: 3 clusters Score -1363751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1363752.750000 Penalty: 4617.088379
	Iteration 51Q: 3 clusters Score -1363753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1363764.125000 Penalty: 4617.088379
	Iteration 52Q: 3 clusters Score -1363764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1363761.375000 Penalty: 4617.088379
	Iteration 53Q: 3 clusters Score -1363761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1363767.875000 Penalty: 4617.088379
	Iteration 54Q: 3 clusters Score -1363768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1363773.125000 Penalty: 4617.088379
	Iteration 55Q: 3 clusters Score -1363773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1363779.625000 Penalty: 4617.088379
	Iteration 56Q: 3 clusters Score -1363780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1363779.625000 Penalty: 4617.088379
	Iteration 57Q: 3 clusters Score -1363780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1363783.250000 Penalty: 4617.088379
	Iteration 58Q: 3 clusters Score -1363783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1363784.375000 Penalty: 4617.088379
	Iteration 59Q: 3 clusters Score -1363784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1363788.625000 Penalty: 4617.088379
	Iteration 60F: 3 clusters Score -1363789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1363788.625000 Penalty: 4617.088379
	Iteration 61Q: 3 clusters Score -1363789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1363787.000000 Penalty: 4617.088379
	Iteration 62Q: 3 clusters Score -1363787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1363788.000000 Penalty: 4617.088379
	Iteration 63Q: 3 clusters Score -1363788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1363788.000000 Penalty: 4617.088379
	Iteration 64F: 3 clusters Score -1363788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272114.687500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269302.656250 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269302.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269849.125000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -269849.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270024.750000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -270024.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270197.218750 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -270197.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -270367.093750 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -270367.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270541.718750 Penalty: 3826.479980
	Iteration 5F: 3 clusters Score -270541.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -270689.812500 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -270689.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -270826.125000 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -270826.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -270940.750000 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -270940.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271032.437500 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -271032.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271100.906250 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -271100.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -271159.468750 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -271159.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -271198.000000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -271198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -271227.531250 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -271227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271252.593750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -271252.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271281.343750 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -271281.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -271304.093750 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -271304.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271330.750000 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -271330.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271354.125000 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -271354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -271366.625000 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -271366.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271374.968750 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -271375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -271379.906250 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -271379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -271382.875000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -271382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -271387.812500 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -271387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -271394.156250 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -271394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -271398.250000 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -271398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -271400.031250 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -271400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -271401.375000 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -271401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -271401.218750 Penalty: 3826.479980
	Iteration 28Q: 3 clusters Score -271401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -271401.218750 Penalty: 3826.479980
	Iteration 29F: 3 clusters Score -271401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Entering Unmasked Estep 
Score: -1128875.125000 Penalty: 2287.514404
	Iteration 0F: 2 clusters Score -1128875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1121118.250000 Penalty: 4575.028809
	Iteration 0F: 3 clusters Score -1121118 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1123442.125000 Penalty: 4575.028809
	Iteration 1F: 3 clusters Score -1123442 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1123737.250000 Penalty: 4575.028809
	Iteration 2F: 3 clusters Score -1123737 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1123959.875000 Penalty: 4575.028809
	Iteration 3Q: 3 clusters Score -1123960 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1124117.500000 Penalty: 4575.028809
	Iteration 4Q: 3 clusters Score -1124118 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1124261.000000 Penalty: 4575.028809
	Iteration 5Q: 3 clusters Score -1124261 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1124417.250000 Penalty: 4575.028809
	Iteration 6Q: 3 clusters Score -1124417 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1124562.625000 Penalty: 4575.028809
	Iteration 7Q: 3 clusters Score -1124563 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1124713.375000 Penalty: 4575.028809
	Iteration 8Q: 3 clusters Score -1124713 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1124877.125000 Penalty: 4575.028809
	Iteration 9Q: 3 clusters Score -1124877 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1125012.750000 Penalty: 4575.028809
	Iteration 10Q: 3 clusters Score -1125013 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1125155.750000 Penalty: 4575.028809
	Iteration 11Q: 3 clusters Score -1125156 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1125320.375000 Penalty: 4575.028809
	Iteration 12Q: 3 clusters Score -1125320 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1125510.500000 Penalty: 4575.028809
	Iteration 13Q: 3 clusters Score -1125510 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1125712.125000 Penalty: 4575.028809
	Iteration 14Q: 3 clusters Score -1125712 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1125922.500000 Penalty: 4575.028809
	Iteration 15Q: 3 clusters Score -1125922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1126153.625000 Penalty: 4575.028809
	Iteration 16Q: 3 clusters Score -1126154 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1126338.875000 Penalty: 4575.028809
	Iteration 17Q: 3 clusters Score -1126339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1126482.250000 Penalty: 4575.028809
	Iteration 18Q: 3 clusters Score -1126482 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1126594.000000 Penalty: 4575.028809
	Iteration 19Q: 3 clusters Score -1126594 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1126684.750000 Penalty: 4575.028809
	Iteration 20F: 3 clusters Score -1126685 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1126763.625000 Penalty: 4575.028809
	Iteration 21Q: 3 clusters Score -1126764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1126832.875000 Penalty: 4575.028809
	Iteration 22Q: 3 clusters Score -1126833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1126901.250000 Penalty: 4575.028809
	Iteration 23Q: 3 clusters Score -1126901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1126954.750000 Penalty: 4575.028809
	Iteration 24Q: 3 clusters Score -1126955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1126995.000000 Penalty: 4575.028809
	Iteration 25Q: 3 clusters Score -1126995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1127034.625000 Penalty: 4575.028809
	Iteration 26Q: 3 clusters Score -1127035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1127062.125000 Penalty: 4575.028809
	Iteration 27Q: 3 clusters Score -1127062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1127085.625000 Penalty: 4575.028809
	Iteration 28Q: 3 clusters Score -1127086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1127105.250000 Penalty: 4575.028809
	Iteration 29Q: 3 clusters Score -1127105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1127127.875000 Penalty: 4575.028809
	Iteration 30Q: 3 clusters Score -1127128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1127148.250000 Penalty: 4575.028809
	Iteration 31Q: 3 clusters Score -1127148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1127158.500000 Penalty: 4575.028809
	Iteration 32Q: 3 clusters Score -1127158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1127169.375000 Penalty: 4575.028809
	Iteration 33Q: 3 clusters Score -1127169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1127188.750000 Penalty: 4575.028809
	Iteration 34Q: 3 clusters Score -1127189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1127207.375000 Penalty: 4575.028809
	Iteration 35Q: 3 clusters Score -1127207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1127232.625000 Penalty: 4575.028809
	Iteration 36Q: 3 clusters Score -1127233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1127271.625000 Penalty: 4575.028809
	Iteration 37Q: 3 clusters Score -1127272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1127311.625000 Penalty: 4575.028809
	Iteration 38Q: 3 clusters Score -1127312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1127342.000000 Penalty: 4575.028809
	Iteration 39Q: 3 clusters Score -1127342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1127369.000000 Penalty: 4575.028809
	Iteration 40F: 3 clusters Score -1127369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1127389.375000 Penalty: 4575.028809
	Iteration 41Q: 3 clusters Score -1127389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1127416.875000 Penalty: 4575.028809
	Iteration 42Q: 3 clusters Score -1127417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1127446.250000 Penalty: 4575.028809
	Iteration 43Q: 3 clusters Score -1127446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1127476.500000 Penalty: 4575.028809
	Iteration 44Q: 3 clusters Score -1127476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1127500.625000 Penalty: 4575.028809
	Iteration 45Q: 3 clusters Score -1127501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1127514.250000 Penalty: 4575.028809
	Iteration 46Q: 3 clusters Score -1127514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1127533.250000 Penalty: 4575.028809
	Iteration 47Q: 3 clusters Score -1127533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1127545.000000 Penalty: 4575.028809
	Iteration 48Q: 3 clusters Score -1127545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1127551.250000 Penalty: 4575.028809
	Iteration 49Q: 3 clusters Score -1127551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1127564.125000 Penalty: 4575.028809
	Iteration 50Q: 3 clusters Score -1127564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1127570.750000 Penalty: 4575.028809
	Iteration 51Q: 3 clusters Score -1127571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1127577.375000 Penalty: 4575.028809
	Iteration 52Q: 3 clusters Score -1127577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1127584.750000 Penalty: 4575.028809
	Iteration 53Q: 3 clusters Score -1127585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1127590.875000 Penalty: 4575.028809
	Iteration 54Q: 3 clusters Score -1127591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1127593.625000 Penalty: 4575.028809
	Iteration 55Q: 3 clusters Score -1127594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1127596.750000 Penalty: 4575.028809
	Iteration 56Q: 3 clusters Score -1127597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1127598.375000 Penalty: 4575.028809
	Iteration 57Q: 3 clusters Score -1127598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1127601.250000 Penalty: 4575.028809
	Iteration 58Q: 3 clusters Score -1127601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1127603.000000 Penalty: 4575.028809
	Iteration 59Q: 3 clusters Score -1127603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1127606.125000 Penalty: 4575.028809
	Iteration 60F: 3 clusters Score -1127606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1127611.500000 Penalty: 4575.028809
	Iteration 61Q: 3 clusters Score -1127612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1127611.125000 Penalty: 4575.028809
	Iteration 62Q: 3 clusters Score -1127611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1127612.000000 Penalty: 4575.028809
	Iteration 63Q: 3 clusters Score -1127612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1127612.750000 Penalty: 4575.028809
	Iteration 64Q: 3 clusters Score -1127613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1127613.875000 Penalty: 4575.028809
	Iteration 65Q: 3 clusters Score -1127614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1127614.125000 Penalty: 4575.028809
	Iteration 66Q: 3 clusters Score -1127614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1127614.125000 Penalty: 4575.028809
	Iteration 67F: 3 clusters Score -1127614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -333431.062500 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -333431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -330305.218750 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -330305.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -330973.375000 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -330973.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331233.656250 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -331233.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -331461.843750 Penalty: 3935.341064
	Iteration 3F: 3 clusters Score -331461.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -331725.031250 Penalty: 3935.341064
	Iteration 4F: 3 clusters Score -331725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -332087.781250 Penalty: 3935.341064
	Iteration 5F: 3 clusters Score -332087.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -332456.562500 Penalty: 3935.341064
	Iteration 6F: 3 clusters Score -332456.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -332736.093750 Penalty: 3935.341064
	Iteration 7F: 3 clusters Score -332736.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -332961.437500 Penalty: 3935.341064
	Iteration 8F: 3 clusters Score -332961.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -333107.937500 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -333107.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -333228.687500 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -333228.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -333308.531250 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -333308.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -333368.406250 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -333368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -333397.250000 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -333397.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -333425.750000 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -333425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -333439.343750 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -333439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -333447.750000 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -333447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -333451.781250 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -333451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -333452.906250 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -333452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -333453.187500 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -333453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -333453.750000 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -333453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 1046 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 1745 members 
Entering Unmasked Estep 
Score: -134488800.000000 Penalty: 252057.234375
Splitting cluster 48 changes total score from -134490480.000000 to -134488800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -911780.812500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -911780.8 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 3718 members 
Entering Unmasked Estep 
Score: -905713.562500 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -905713.6 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -907405.250000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -907405.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -907874.687500 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -907874.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -908280.500000 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -908280.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -908644.125000 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -908644.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -908981.062500 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -908981.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -909258.312500 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -909258.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -909460.500000 Penalty: 4416.292480
	Iteration 7Q: 3 clusters Score -909460.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -909600.125000 Penalty: 4416.292480
	Iteration 8Q: 3 clusters Score -909600.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -909730.250000 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -909730.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -909847.437500 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -909847.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -909939.000000 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -909939 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -910048.000000 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -910048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -910166.937500 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -910166.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -910297.812500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -910297.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -910443.375000 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -910443.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -910559.375000 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -910559.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -910658.687500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -910658.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -910727.875000 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -910727.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -910761.187500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -910761.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -910787.625000 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -910787.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -910809.750000 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -910809.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -910822.875000 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -910822.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -910837.875000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -910837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -910840.937500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -910840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -910845.125000 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -910845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -910850.437500 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -910850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -910851.250000 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -910851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -910853.125000 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -910853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -910853.062500 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -910853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -910854.062500 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -910854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -910856.125000 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -910856.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -910857.875000 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -910857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -910859.750000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -910859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -910860.875000 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -910860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -910860.875000 Penalty: 4416.292480
	Iteration 35F: 3 clusters Score -910860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -307145.375000 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307145.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -307778.937500 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307778.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -307955.093750 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307955.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308048.437500 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -308048.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308101.718750 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -308101.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308144.375000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -308144.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -308195.187500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308195.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -308234.031250 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -308274.906250 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308274.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -308312.187500 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308312.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -308365.937500 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308365.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -308437.281250 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308437.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -308487.500000 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308487.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -308530.843750 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308530.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -308570.281250 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308570.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -308611.343750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308611.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -308645.718750 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308645.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308672.625000 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308701.625000 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308701.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -308734.125000 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308734.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -308763.750000 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -308763.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -308801.531250 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -308801.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -308835.062500 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -308835.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -308861.531250 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -308861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -308877.937500 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -308877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -308891.031250 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -308891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308910.312500 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -308910.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -308929.343750 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -308929.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -308943.750000 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -308943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -308954.062500 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -308954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -308961.125000 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -308961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -308966.687500 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -308966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -308969.968750 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -308970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -308975.437500 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -308975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -308979.406250 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -308979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -308981.656250 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -308981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -308984.281250 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -308984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -308987.375000 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -308987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -308988.875000 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -308988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -308990.312500 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -308990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -308990.906250 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -308990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -41259.335938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -41259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39937.382812 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -39937.38 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40336.128906 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -40336.13 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40710.519531 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -40710.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41021.074219 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -41021.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -41288.511719 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -41288.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41384.421875 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -41384.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -41422.375000 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -41422.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -41439.027344 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -41439.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41445.562500 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -41445.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41455.945312 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -41455.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41466.378906 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -41466.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41471.984375 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -41471.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41474.328125 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -41474.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41475.777344 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -41475.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41478.160156 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -41478.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41481.664062 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -41481.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41482.378906 Penalty: 3176.172607
	Iteration 16F: 3 clusters Score -41482.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41489.992188 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -41489.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41499.625000 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -41499.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41501.062500 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -41501.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41501.062500 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -41501.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 227 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 377 members 
Entering Unmasked Estep 
Score: -134488960.000000 Penalty: 252057.234375
Splitting cluster 51 changes total score from -134490480.000000 to -134488960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -394698.031250 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -394698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -391251.656250 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -391251.7 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -392062.937500 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -392062.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -392353.812500 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -392353.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -392625.406250 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -392625.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -392891.718750 Penalty: 4017.830566
	Iteration 4F: 3 clusters Score -392891.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -393202.750000 Penalty: 4017.830566
	Iteration 5F: 3 clusters Score -393202.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -393598.125000 Penalty: 4017.830566
	Iteration 6F: 3 clusters Score -393598.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -393893.468750 Penalty: 4017.830566
	Iteration 7F: 3 clusters Score -393893.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -394115.843750 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -394115.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394242.468750 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -394242.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -394364.500000 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -394364.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394513.750000 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -394513.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -394647.187500 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -394647.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -394728.375000 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -394728.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -394773.656250 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -394773.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394810.468750 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -394810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -394839.093750 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -394839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -394875.718750 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -394875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -394904.281250 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -394904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -394936.562500 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -394936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -394960.250000 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -394960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -394967.125000 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -394967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -394970.156250 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -394970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -394972.281250 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -394972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -394973.125000 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -394973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -394973.125000 Penalty: 4017.830566
	Iteration 25F: 3 clusters Score -394973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 1880 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 1416 members 
Entering Unmasked Estep 
Score: -134489248.000000 Penalty: 252057.234375
Splitting cluster 52 changes total score from -134490480.000000 to -134489248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (239753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239753 members 
Entering Unmasked Estep 
Score: -30102298.000000 Penalty: 3072.066406
	Iteration 0F: 2 clusters Score -3.01023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -29959332.000000 Penalty: 6144.132812
	Iteration 0F: 3 clusters Score -2.995933e+07 nChanged 115569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -30026830.000000 Penalty: 6144.132812
	Iteration 1F: 3 clusters Score -3.002683e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -30027702.000000 Penalty: 6144.132812
	Iteration 2Q: 3 clusters Score -3.00277e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -30028456.000000 Penalty: 6144.132812
	Iteration 3Q: 3 clusters Score -3.002846e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 121460 members 
Entering Unmasked Estep 
Score: -30029450.000000 Penalty: 6144.132812
	Iteration 4Q: 3 clusters Score -3.002945e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 122060 members 
Entering Unmasked Estep 
Score: -30030454.000000 Penalty: 6144.132812
	Iteration 5Q: 3 clusters Score -3.003045e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -30031786.000000 Penalty: 6144.132812
	Iteration 6Q: 3 clusters Score -3.003179e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -30034202.000000 Penalty: 6144.132812
	Iteration 7Q: 3 clusters Score -3.00342e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -30038370.000000 Penalty: 6144.132812
	Iteration 8Q: 3 clusters Score -3.003837e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -30045148.000000 Penalty: 6144.132812
	Iteration 9Q: 3 clusters Score -3.004515e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111836 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -30055290.000000 Penalty: 6144.132812
	Iteration 10F: 3 clusters Score -3.005529e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 129094 members 
Entering Unmasked Estep 
Score: -30065998.000000 Penalty: 6144.132812
	Iteration 11F: 3 clusters Score -3.0066e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -30072460.000000 Penalty: 6144.132812
	Iteration 12F: 3 clusters Score -3.007246e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -30074372.000000 Penalty: 6144.132812
	Iteration 13Q: 3 clusters Score -3.007437e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -30075050.000000 Penalty: 6144.132812
	Iteration 14Q: 3 clusters Score -3.007505e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -30075010.000000 Penalty: 6144.132812
	Iteration 15Q: 3 clusters Score -3.007501e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -30075198.000000 Penalty: 6144.132812
	Iteration 16Q: 3 clusters Score -3.00752e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -30075374.000000 Penalty: 6144.132812
	Iteration 17Q: 3 clusters Score -3.007537e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 131600 members 
Entering Unmasked Estep 
Score: -30075422.000000 Penalty: 6144.132812
	Iteration 18Q: 3 clusters Score -3.007542e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -30075434.000000 Penalty: 6144.132812
	Iteration 19Q: 3 clusters Score -3.007543e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -30075570.000000 Penalty: 6144.132812
	Iteration 20F: 3 clusters Score -3.007557e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -30075638.000000 Penalty: 6144.132812
	Iteration 21Q: 3 clusters Score -3.007564e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 132539 members 
Entering Unmasked Estep 
Score: -30075686.000000 Penalty: 6144.132812
	Iteration 22Q: 3 clusters Score -3.007569e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -30075702.000000 Penalty: 6144.132812
	Iteration 23Q: 3 clusters Score -3.00757e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -30075696.000000 Penalty: 6144.132812
	Iteration 24Q: 3 clusters Score -3.00757e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -30075738.000000 Penalty: 6144.132812
	Iteration 25Q: 3 clusters Score -3.007574e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -30075720.000000 Penalty: 6144.132812
	Iteration 26Q: 3 clusters Score -3.007572e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -30075840.000000 Penalty: 6144.132812
	Iteration 27Q: 3 clusters Score -3.007584e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 132893 members 
Entering Unmasked Estep 
Score: -30075868.000000 Penalty: 6144.132812
	Iteration 28Q: 3 clusters Score -3.007587e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -30075970.000000 Penalty: 6144.132812
	Iteration 29Q: 3 clusters Score -3.007597e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 132814 members 
Entering Unmasked Estep 
Score: -30076000.000000 Penalty: 6144.132812
	Iteration 30Q: 3 clusters Score -3.0076e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -30075942.000000 Penalty: 6144.132812
	Iteration 31Q: 3 clusters Score -3.007594e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 132668 members 
Entering Unmasked Estep 
Score: -30075916.000000 Penalty: 6144.132812
	Iteration 32Q: 3 clusters Score -3.007592e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 132597 members 
Entering Unmasked Estep 
Score: -30075906.000000 Penalty: 6144.132812
	Iteration 33Q: 3 clusters Score -3.007591e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -30075942.000000 Penalty: 6144.132812
	Iteration 34Q: 3 clusters Score -3.007594e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
Score: -30076024.000000 Penalty: 6144.132812
	Iteration 35Q: 3 clusters Score -3.007602e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -30075986.000000 Penalty: 6144.132812
	Iteration 36Q: 3 clusters Score -3.007599e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -30076102.000000 Penalty: 6144.132812
	Iteration 37Q: 3 clusters Score -3.00761e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -30076152.000000 Penalty: 6144.132812
	Iteration 38Q: 3 clusters Score -3.007615e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -30076118.000000 Penalty: 6144.132812
	Iteration 39Q: 3 clusters Score -3.007612e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -30076104.000000 Penalty: 6144.132812
	Iteration 40F: 3 clusters Score -3.00761e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -30076114.000000 Penalty: 6144.132812
	Iteration 41Q: 3 clusters Score -3.007611e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 131794 members 
Entering Unmasked Estep 
Score: -30076112.000000 Penalty: 6144.132812
	Iteration 42Q: 3 clusters Score -3.007611e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -30076048.000000 Penalty: 6144.132812
	Iteration 43Q: 3 clusters Score -3.007605e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -30076116.000000 Penalty: 6144.132812
	Iteration 44Q: 3 clusters Score -3.007612e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -30076110.000000 Penalty: 6144.132812
	Iteration 45Q: 3 clusters Score -3.007611e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 131313 members 
Entering Unmasked Estep 
Score: -30076096.000000 Penalty: 6144.132812
	Iteration 46Q: 3 clusters Score -3.00761e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -30076062.000000 Penalty: 6144.132812
	Iteration 47Q: 3 clusters Score -3.007606e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -30076050.000000 Penalty: 6144.132812
	Iteration 48Q: 3 clusters Score -3.007605e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -30076060.000000 Penalty: 6144.132812
	Iteration 49Q: 3 clusters Score -3.007606e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 130443 members 
Entering Unmasked Estep 
Score: -30076122.000000 Penalty: 6144.132812
	Iteration 50Q: 3 clusters Score -3.007612e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -30076246.000000 Penalty: 6144.132812
	Iteration 51Q: 3 clusters Score -3.007625e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 129864 members 
Entering Unmasked Estep 
Score: -30076320.000000 Penalty: 6144.132812
	Iteration 52Q: 3 clusters Score -3.007632e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -30076362.000000 Penalty: 6144.132812
	Iteration 53Q: 3 clusters Score -3.007636e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -30076416.000000 Penalty: 6144.132812
	Iteration 54Q: 3 clusters Score -3.007642e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 128827 members 
Entering Unmasked Estep 
Score: -30076452.000000 Penalty: 6144.132812
	Iteration 55Q: 3 clusters Score -3.007645e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -30076510.000000 Penalty: 6144.132812
	Iteration 56Q: 3 clusters Score -3.007651e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111682 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -30076538.000000 Penalty: 6144.132812
	Iteration 57Q: 3 clusters Score -3.007654e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -30076626.000000 Penalty: 6144.132812
	Iteration 58Q: 3 clusters Score -3.007663e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -30076652.000000 Penalty: 6144.132812
	Iteration 59Q: 3 clusters Score -3.007665e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -30076598.000000 Penalty: 6144.132812
	Iteration 60F: 3 clusters Score -3.00766e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 126214 members 
Entering Unmasked Estep 
Score: -30076632.000000 Penalty: 6144.132812
	Iteration 61Q: 3 clusters Score -3.007663e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -30076654.000000 Penalty: 6144.132812
	Iteration 62Q: 3 clusters Score -3.007665e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -30076580.000000 Penalty: 6144.132812
	Iteration 63Q: 3 clusters Score -3.007658e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -30076504.000000 Penalty: 6144.132812
	Iteration 64Q: 3 clusters Score -3.00765e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -30076594.000000 Penalty: 6144.132812
	Iteration 65Q: 3 clusters Score -3.007659e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -30076526.000000 Penalty: 6144.132812
	Iteration 66Q: 3 clusters Score -3.007653e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -30076554.000000 Penalty: 6144.132812
	Iteration 67Q: 3 clusters Score -3.007655e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -30076594.000000 Penalty: 6144.132812
	Iteration 68Q: 3 clusters Score -3.007659e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -30076566.000000 Penalty: 6144.132812
	Iteration 69Q: 3 clusters Score -3.007657e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120029 members 
Mstep: Class 2 contains 119724 members 
Entering Unmasked Estep 
Score: -30076512.000000 Penalty: 6144.132812
	Iteration 70Q: 3 clusters Score -3.007651e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -30076406.000000 Penalty: 6144.132812
	Iteration 71Q: 3 clusters Score -3.007641e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -30076504.000000 Penalty: 6144.132812
	Iteration 72Q: 3 clusters Score -3.00765e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123569 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -30076534.000000 Penalty: 6144.132812
	Iteration 73Q: 3 clusters Score -3.007653e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -30076718.000000 Penalty: 6144.132812
	Iteration 74Q: 3 clusters Score -3.007672e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -30076790.000000 Penalty: 6144.132812
	Iteration 75Q: 3 clusters Score -3.007679e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128010 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -30076944.000000 Penalty: 6144.132812
	Iteration 76Q: 3 clusters Score -3.007694e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129808 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -30077106.000000 Penalty: 6144.132812
	Iteration 77Q: 3 clusters Score -3.007711e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -30077324.000000 Penalty: 6144.132812
	Iteration 78Q: 3 clusters Score -3.007732e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -30077532.000000 Penalty: 6144.132812
	Iteration 79Q: 3 clusters Score -3.007753e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136306 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -30077798.000000 Penalty: 6144.132812
	Iteration 80F: 3 clusters Score -3.00778e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -30078170.000000 Penalty: 6144.132812
	Iteration 81Q: 3 clusters Score -3.007817e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -30078554.000000 Penalty: 6144.132812
	Iteration 82Q: 3 clusters Score -3.007855e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145123 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -30079220.000000 Penalty: 6144.132812
	Iteration 83Q: 3 clusters Score -3.007922e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -30080082.000000 Penalty: 6144.132812
	Iteration 84Q: 3 clusters Score -3.008008e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -30080706.000000 Penalty: 6144.132812
	Iteration 85Q: 3 clusters Score -3.008071e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -30081568.000000 Penalty: 6144.132812
	Iteration 86Q: 3 clusters Score -3.008157e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162523 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -30082712.000000 Penalty: 6144.132812
	Iteration 87Q: 3 clusters Score -3.008271e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -30084192.000000 Penalty: 6144.132812
	Iteration 88Q: 3 clusters Score -3.008419e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -30085972.000000 Penalty: 6144.132812
	Iteration 89Q: 3 clusters Score -3.008597e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -30087796.000000 Penalty: 6144.132812
	Iteration 90Q: 3 clusters Score -3.00878e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192332 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -30089932.000000 Penalty: 6144.132812
	Iteration 91Q: 3 clusters Score -3.008993e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200528 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -30091928.000000 Penalty: 6144.132812
	Iteration 92Q: 3 clusters Score -3.009193e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207984 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -30093714.000000 Penalty: 6144.132812
	Iteration 93Q: 3 clusters Score -3.009371e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -30095062.000000 Penalty: 6144.132812
	Iteration 94Q: 3 clusters Score -3.009506e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218892 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -30096026.000000 Penalty: 6144.132812
	Iteration 95Q: 3 clusters Score -3.009603e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222509 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -30096352.000000 Penalty: 6144.132812
	Iteration 96Q: 3 clusters Score -3.009635e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225130 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -30096790.000000 Penalty: 6144.132812
	Iteration 97Q: 3 clusters Score -3.009679e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227176 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -30096950.000000 Penalty: 6144.132812
	Iteration 98Q: 3 clusters Score -3.009695e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228709 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -30097164.000000 Penalty: 6144.132812
	Iteration 99Q: 3 clusters Score -3.009716e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229893 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -30099118.000000 Penalty: 6144.132812
	Iteration 100F: 3 clusters Score -3.009912e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232590 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -30099626.000000 Penalty: 6144.132812
	Iteration 101Q: 3 clusters Score -3.009963e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234174 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -30099884.000000 Penalty: 6144.132812
	Iteration 102Q: 3 clusters Score -3.009988e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235210 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -30100278.000000 Penalty: 6144.132812
	Iteration 103Q: 3 clusters Score -3.010028e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235846 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -30100552.000000 Penalty: 6144.132812
	Iteration 104Q: 3 clusters Score -3.010055e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236249 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -30100734.000000 Penalty: 6144.132812
	Iteration 105Q: 3 clusters Score -3.010073e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236503 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -30100894.000000 Penalty: 6144.132812
	Iteration 106Q: 3 clusters Score -3.010089e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -30101030.000000 Penalty: 6144.132812
	Iteration 107Q: 3 clusters Score -3.010103e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236816 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -30101020.000000 Penalty: 6144.132812
	Iteration 108Q: 3 clusters Score -3.010102e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236910 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -30100976.000000 Penalty: 6144.132812
	Iteration 109Q: 3 clusters Score -3.010098e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236990 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -30101014.000000 Penalty: 6144.132812
	Iteration 110Q: 3 clusters Score -3.010101e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237043 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -30101048.000000 Penalty: 6144.132812
	Iteration 111Q: 3 clusters Score -3.010105e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237076 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -30101052.000000 Penalty: 6144.132812
	Iteration 112Q: 3 clusters Score -3.010105e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237097 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -30101046.000000 Penalty: 6144.132812
	Iteration 113Q: 3 clusters Score -3.010105e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237112 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -30101050.000000 Penalty: 6144.132812
	Iteration 114Q: 3 clusters Score -3.010105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237127 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -30101048.000000 Penalty: 6144.132812
	Iteration 115Q: 3 clusters Score -3.010105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237137 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -30101034.000000 Penalty: 6144.132812
	Iteration 116Q: 3 clusters Score -3.010103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237136 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -30101048.000000 Penalty: 6144.132812
	Iteration 117Q: 3 clusters Score -3.010105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237145 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -30101042.000000 Penalty: 6144.132812
	Iteration 118Q: 3 clusters Score -3.010104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237152 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -30101046.000000 Penalty: 6144.132812
	Iteration 119Q: 3 clusters Score -3.010105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237158 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -30101034.000000 Penalty: 6144.132812
	Iteration 120F: 3 clusters Score -3.010103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237158 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -30101050.000000 Penalty: 6144.132812
	Iteration 121Q: 3 clusters Score -3.010105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237160 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -30101050.000000 Penalty: 6144.132812
	Iteration 122Q: 3 clusters Score -3.010105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237163 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -30101060.000000 Penalty: 6144.132812
	Iteration 123Q: 3 clusters Score -3.010106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237163 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -30101054.000000 Penalty: 6144.132812
	Iteration 124Q: 3 clusters Score -3.010105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237164 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -30101038.000000 Penalty: 6144.132812
	Iteration 125Q: 3 clusters Score -3.010104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237163 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -30101044.000000 Penalty: 6144.132812
	Iteration 126Q: 3 clusters Score -3.010104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237164 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -30101054.000000 Penalty: 6144.132812
	Iteration 127Q: 3 clusters Score -3.010105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237170 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -30101072.000000 Penalty: 6144.132812
	Iteration 128Q: 3 clusters Score -3.010107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237171 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -30101070.000000 Penalty: 6144.132812
	Iteration 129Q: 3 clusters Score -3.010107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237173 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -30101058.000000 Penalty: 6144.132812
	Iteration 130Q: 3 clusters Score -3.010106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237175 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -30101060.000000 Penalty: 6144.132812
	Iteration 131Q: 3 clusters Score -3.010106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237175 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -30101060.000000 Penalty: 6144.132812
	Iteration 132F: 3 clusters Score -3.010106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1040638.437500 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1040638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1033837.750000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1033838 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1035935.250000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1035935 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1036561.312500 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1036561 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1037218.187500 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1037218 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1037905.125000 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -1037905 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1038718.375000 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -1038718 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1039351.125000 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -1039351 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1039809.375000 Penalty: 4494.845215
	Iteration 7F: 3 clusters Score -1039809 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1040124.250000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1040124 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1040348.500000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1040348 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1040530.687500 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1040531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1040681.000000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1040681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1040774.250000 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1040774 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1040836.562500 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1040837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1040874.375000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1040874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1040891.687500 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1040892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1040894.687500 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1040895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1040900.125000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1040900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1040902.562500 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1040903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1040904.250000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1040904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1040905.187500 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1040905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 2644 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 5979 members 
Entering Unmasked Estep 
Score: -134489232.000000 Penalty: 252057.234375
Splitting cluster 54 changes total score from -134490480.000000 to -134489232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (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: -423494.187500 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -423494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -420519.218750 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -420519.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -421189.218750 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -421189.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -421550.093750 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -421550.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -422011.281250 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -422011.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -422399.437500 Penalty: 3898.651855
	Iteration 4F: 3 clusters Score -422399.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -422655.500000 Penalty: 3898.651855
	Iteration 5F: 3 clusters Score -422655.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -422880.750000 Penalty: 3898.651855
	Iteration 6F: 3 clusters Score -422880.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -423054.625000 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -423054.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -423206.968750 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -423207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423353.781250 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -423353.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -423425.375000 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -423425.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -423468.375000 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -423468.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -423487.375000 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -423487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -423497.812500 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -423497.8 nChanged 8
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: -423507.062500 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -423507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -423513.968750 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -423514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -423517.187500 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -423517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -423521.406250 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -423521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -423520.562500 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -423520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -423523.000000 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -423523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -423526.156250 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -423526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -423528.781250 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -423528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -423529.500000 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -423529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -423529.500000 Penalty: 3898.651855
	Iteration 23F: 3 clusters Score -423529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 1974 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 618 members 
Entering Unmasked Estep 
Score: -134488768.000000 Penalty: 252057.234375
Splitting cluster 55 changes total score from -134490480.000000 to -134488768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -691074.750000 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -691074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -686179.250000 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -686179.2 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -687427.437500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -687427.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -687680.687500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -687680.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -687852.562500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -687852.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -687969.750000 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -687969.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -688069.625000 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -688069.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -688174.562500 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -688174.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -688272.625000 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -688272.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -688365.250000 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -688365.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -688469.625000 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -688469.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -688574.437500 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -688574.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -688662.187500 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -688662.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -688749.187500 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -688749.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -688819.250000 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -688819.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -688897.062500 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -688897.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -688952.812500 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -688952.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -688990.187500 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -688990.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -689030.062500 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -689030.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -689057.125000 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -689057.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -689076.937500 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -689076.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -689094.500000 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -689094.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -689114.062500 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -689114.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -689138.875000 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -689138.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -689161.937500 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -689161.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -689189.062500 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -689189.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -689223.125000 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -689223.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -689259.625000 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -689259.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -689289.625000 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -689289.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -689329.687500 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -689329.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -689359.500000 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -689359.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -689375.812500 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -689375.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -689394.812500 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -689394.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -689407.875000 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -689407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -689416.687500 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -689416.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -689423.312500 Penalty: 4285.499023
	Iteration 34Q: 3 clusters Score -689423.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -689432.750000 Penalty: 4285.499023
	Iteration 35Q: 3 clusters Score -689432.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -689447.187500 Penalty: 4285.499023
	Iteration 36Q: 3 clusters Score -689447.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -689459.250000 Penalty: 4285.499023
	Iteration 37Q: 3 clusters Score -689459.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -689470.937500 Penalty: 4285.499023
	Iteration 38Q: 3 clusters Score -689470.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -689488.625000 Penalty: 4285.499023
	Iteration 39Q: 3 clusters Score -689488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -689503.625000 Penalty: 4285.499023
	Iteration 40F: 3 clusters Score -689503.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -689520.375000 Penalty: 4285.499023
	Iteration 41Q: 3 clusters Score -689520.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -689532.500000 Penalty: 4285.499023
	Iteration 42Q: 3 clusters Score -689532.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -689551.437500 Penalty: 4285.499023
	Iteration 43Q: 3 clusters Score -689551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -689562.187500 Penalty: 4285.499023
	Iteration 44Q: 3 clusters Score -689562.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -689569.062500 Penalty: 4285.499023
	Iteration 45Q: 3 clusters Score -689569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -689576.062500 Penalty: 4285.499023
	Iteration 46Q: 3 clusters Score -689576.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -689585.875000 Penalty: 4285.499023
	Iteration 47Q: 3 clusters Score -689585.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -689595.437500 Penalty: 4285.499023
	Iteration 48Q: 3 clusters Score -689595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -689601.937500 Penalty: 4285.499023
	Iteration 49Q: 3 clusters Score -689601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -689611.375000 Penalty: 4285.499023
	Iteration 50Q: 3 clusters Score -689611.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -689621.500000 Penalty: 4285.499023
	Iteration 51Q: 3 clusters Score -689621.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -689628.375000 Penalty: 4285.499023
	Iteration 52Q: 3 clusters Score -689628.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -689637.250000 Penalty: 4285.499023
	Iteration 53Q: 3 clusters Score -689637.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -689644.562500 Penalty: 4285.499023
	Iteration 54Q: 3 clusters Score -689644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -689651.187500 Penalty: 4285.499023
	Iteration 55Q: 3 clusters Score -689651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -689657.562500 Penalty: 4285.499023
	Iteration 56Q: 3 clusters Score -689657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -689662.562500 Penalty: 4285.499023
	Iteration 57Q: 3 clusters Score -689662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -689665.812500 Penalty: 4285.499023
	Iteration 58Q: 3 clusters Score -689665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -689669.000000 Penalty: 4285.499023
	Iteration 59Q: 3 clusters Score -689669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -689670.875000 Penalty: 4285.499023
	Iteration 60F: 3 clusters Score -689670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -689671.062500 Penalty: 4285.499023
	Iteration 61Q: 3 clusters Score -689671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -689673.750000 Penalty: 4285.499023
	Iteration 62Q: 3 clusters Score -689673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -689675.500000 Penalty: 4285.499023
	Iteration 63Q: 3 clusters Score -689675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -689678.562500 Penalty: 4285.499023
	Iteration 64Q: 3 clusters Score -689678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -689681.000000 Penalty: 4285.499023
	Iteration 65Q: 3 clusters Score -689681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -689681.750000 Penalty: 4285.499023
	Iteration 66Q: 3 clusters Score -689681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -689681.562500 Penalty: 4285.499023
	Iteration 67Q: 3 clusters Score -689681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -689681.562500 Penalty: 4285.499023
	Iteration 68F: 3 clusters Score -689681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -398013.468750 Penalty: 2005.582397
	Iteration 0F: 2 clusters Score -398013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -394563.750000 Penalty: 4011.164795
	Iteration 0F: 3 clusters Score -394563.8 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -395243.312500 Penalty: 4011.164795
	Iteration 1F: 3 clusters Score -395243.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -395422.062500 Penalty: 4011.164795
	Iteration 2F: 3 clusters Score -395422.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -395540.343750 Penalty: 4011.164795
	Iteration 3F: 3 clusters Score -395540.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -395623.812500 Penalty: 4011.164795
	Iteration 4Q: 3 clusters Score -395623.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -395712.312500 Penalty: 4011.164795
	Iteration 5Q: 3 clusters Score -395712.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395780.125000 Penalty: 4011.164795
	Iteration 6Q: 3 clusters Score -395780.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -395840.937500 Penalty: 4011.164795
	Iteration 7Q: 3 clusters Score -395840.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -395900.750000 Penalty: 4011.164795
	Iteration 8Q: 3 clusters Score -395900.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -395945.156250 Penalty: 4011.164795
	Iteration 9Q: 3 clusters Score -395945.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -395990.968750 Penalty: 4011.164795
	Iteration 10Q: 3 clusters Score -395991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -396036.718750 Penalty: 4011.164795
	Iteration 11Q: 3 clusters Score -396036.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -396074.906250 Penalty: 4011.164795
	Iteration 12Q: 3 clusters Score -396074.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -396111.062500 Penalty: 4011.164795
	Iteration 13Q: 3 clusters Score -396111.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -396150.718750 Penalty: 4011.164795
	Iteration 14Q: 3 clusters Score -396150.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -396190.718750 Penalty: 4011.164795
	Iteration 15Q: 3 clusters Score -396190.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -396225.875000 Penalty: 4011.164795
	Iteration 16Q: 3 clusters Score -396225.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -396259.250000 Penalty: 4011.164795
	Iteration 17Q: 3 clusters Score -396259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -396286.375000 Penalty: 4011.164795
	Iteration 18Q: 3 clusters Score -396286.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -396304.093750 Penalty: 4011.164795
	Iteration 19Q: 3 clusters Score -396304.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -396317.593750 Penalty: 4011.164795
	Iteration 20F: 3 clusters Score -396317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396325.406250 Penalty: 4011.164795
	Iteration 21Q: 3 clusters Score -396325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396330.875000 Penalty: 4011.164795
	Iteration 22Q: 3 clusters Score -396330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -396335.281250 Penalty: 4011.164795
	Iteration 23Q: 3 clusters Score -396335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396339.468750 Penalty: 4011.164795
	Iteration 24Q: 3 clusters Score -396339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396342.937500 Penalty: 4011.164795
	Iteration 25Q: 3 clusters Score -396342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396344.656250 Penalty: 4011.164795
	Iteration 26Q: 3 clusters Score -396344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -396347.000000 Penalty: 4011.164795
	Iteration 27Q: 3 clusters Score -396347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -396348.875000 Penalty: 4011.164795
	Iteration 28Q: 3 clusters Score -396348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -396350.687500 Penalty: 4011.164795
	Iteration 29Q: 3 clusters Score -396350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -396352.031250 Penalty: 4011.164795
	Iteration 30Q: 3 clusters Score -396352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -396352.625000 Penalty: 4011.164795
	Iteration 31Q: 3 clusters Score -396352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -396353.437500 Penalty: 4011.164795
	Iteration 32Q: 3 clusters Score -396353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -396353.437500 Penalty: 4011.164795
	Iteration 33F: 3 clusters Score -396353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -931568.437500 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -931568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -925419.000000 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -925419 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -927036.125000 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -927036.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -927322.750000 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -927322.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -927585.812500 Penalty: 4434.682129
	Iteration 3F: 3 clusters Score -927585.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -927833.625000 Penalty: 4434.682129
	Iteration 4F: 3 clusters Score -927833.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -928055.500000 Penalty: 4434.682129
	Iteration 5Q: 3 clusters Score -928055.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -928250.687500 Penalty: 4434.682129
	Iteration 6Q: 3 clusters Score -928250.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -928417.312500 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -928417.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -928570.812500 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -928570.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -928701.500000 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -928701.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -928797.062500 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -928797.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -928885.125000 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -928885.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -928980.562500 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -928980.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -929067.062500 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -929067.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -929138.812500 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -929138.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -929222.062500 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -929222.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -929302.875000 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -929302.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -929393.625000 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -929393.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -929450.562500 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -929450.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -929513.437500 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -929513.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -929573.187500 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -929573.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -929619.750000 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -929619.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -929682.000000 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -929682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -929742.937500 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -929742.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -929785.562500 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -929785.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -929815.687500 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -929815.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -929844.437500 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -929844.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -929869.187500 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -929869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -929888.625000 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -929888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -929916.875000 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -929916.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -929941.625000 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -929941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -929952.437500 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -929952.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -929964.125000 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -929964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -929973.312500 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -929973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -929982.437500 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -929982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -929988.625000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -929988.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -929997.437500 Penalty: 4434.682129
	Iteration 36Q: 3 clusters Score -929997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -930001.000000 Penalty: 4434.682129
	Iteration 37Q: 3 clusters Score -930001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -930001.375000 Penalty: 4434.682129
	Iteration 38Q: 3 clusters Score -930001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -930004.437500 Penalty: 4434.682129
	Iteration 39Q: 3 clusters Score -930004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -930007.187500 Penalty: 4434.682129
	Iteration 40F: 3 clusters Score -930007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -930006.750000 Penalty: 4434.682129
	Iteration 41Q: 3 clusters Score -930006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -930006.937500 Penalty: 4434.682129
	Iteration 42Q: 3 clusters Score -930006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -930010.312500 Penalty: 4434.682129
	Iteration 43Q: 3 clusters Score -930010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -930014.000000 Penalty: 4434.682129
	Iteration 44Q: 3 clusters Score -930014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -930019.812500 Penalty: 4434.682129
	Iteration 45Q: 3 clusters Score -930019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -930022.000000 Penalty: 4434.682129
	Iteration 46Q: 3 clusters Score -930022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -930023.187500 Penalty: 4434.682129
	Iteration 47Q: 3 clusters Score -930023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -930023.375000 Penalty: 4434.682129
	Iteration 48Q: 3 clusters Score -930023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -930023.375000 Penalty: 4434.682129
	Iteration 49F: 3 clusters Score -930023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -508737.281250 Penalty: 2066.173584
	Iteration 0F: 2 clusters Score -508737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -504735.031250 Penalty: 4132.347168
	Iteration 0F: 3 clusters Score -504735 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -505626.093750 Penalty: 4132.347168
	Iteration 1F: 3 clusters Score -505626.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -505819.656250 Penalty: 4132.347168
	Iteration 2F: 3 clusters Score -505819.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -505944.250000 Penalty: 4132.347168
	Iteration 3Q: 3 clusters Score -505944.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -506033.843750 Penalty: 4132.347168
	Iteration 4Q: 3 clusters Score -506033.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -506125.812500 Penalty: 4132.347168
	Iteration 5Q: 3 clusters Score -506125.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -506218.625000 Penalty: 4132.347168
	Iteration 6Q: 3 clusters Score -506218.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -506298.718750 Penalty: 4132.347168
	Iteration 7Q: 3 clusters Score -506298.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -506389.406250 Penalty: 4132.347168
	Iteration 8Q: 3 clusters Score -506389.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -506478.125000 Penalty: 4132.347168
	Iteration 9Q: 3 clusters Score -506478.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -506562.562500 Penalty: 4132.347168
	Iteration 10Q: 3 clusters Score -506562.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -506661.156250 Penalty: 4132.347168
	Iteration 11Q: 3 clusters Score -506661.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -506748.156250 Penalty: 4132.347168
	Iteration 12Q: 3 clusters Score -506748.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -506844.437500 Penalty: 4132.347168
	Iteration 13Q: 3 clusters Score -506844.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -506936.187500 Penalty: 4132.347168
	Iteration 14Q: 3 clusters Score -506936.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -507026.062500 Penalty: 4132.347168
	Iteration 15Q: 3 clusters Score -507026.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -507101.312500 Penalty: 4132.347168
	Iteration 16Q: 3 clusters Score -507101.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -507174.968750 Penalty: 4132.347168
	Iteration 17Q: 3 clusters Score -507175 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -507255.281250 Penalty: 4132.347168
	Iteration 18Q: 3 clusters Score -507255.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -507352.750000 Penalty: 4132.347168
	Iteration 19Q: 3 clusters Score -507352.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507431.812500 Penalty: 4132.347168
	Iteration 20F: 3 clusters Score -507431.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -507483.312500 Penalty: 4132.347168
	Iteration 21Q: 3 clusters Score -507483.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -507523.875000 Penalty: 4132.347168
	Iteration 22Q: 3 clusters Score -507523.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -507559.968750 Penalty: 4132.347168
	Iteration 23Q: 3 clusters Score -507560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -507585.687500 Penalty: 4132.347168
	Iteration 24Q: 3 clusters Score -507585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -507597.000000 Penalty: 4132.347168
	Iteration 25Q: 3 clusters Score -507597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -507609.250000 Penalty: 4132.347168
	Iteration 26Q: 3 clusters Score -507609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -507614.625000 Penalty: 4132.347168
	Iteration 27Q: 3 clusters Score -507614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507618.468750 Penalty: 4132.347168
	Iteration 28Q: 3 clusters Score -507618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507620.687500 Penalty: 4132.347168
	Iteration 29Q: 3 clusters Score -507620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -507622.656250 Penalty: 4132.347168
	Iteration 30Q: 3 clusters Score -507622.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -507622.656250 Penalty: 4132.347168
	Iteration 31F: 3 clusters Score -507622.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -423868.406250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -423868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -420331.593750 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -420331.6 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -421081.843750 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -421081.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -421276.312500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -421276.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -421393.218750 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -421393.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421477.375000 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -421477.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -421548.375000 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -421548.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -421617.312500 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -421617.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -421669.718750 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -421669.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -421700.937500 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -421700.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -421721.000000 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -421721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -421733.875000 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -421733.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -421747.625000 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -421747.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -421762.062500 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -421762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -421771.968750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -421772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -421781.375000 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -421781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -421793.000000 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -421793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421802.531250 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -421802.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -421815.156250 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -421815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -421829.125000 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -421829.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -421842.843750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -421842.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -421855.031250 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -421855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -421866.906250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -421866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -421873.937500 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -421873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -421880.093750 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -421880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -421887.750000 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -421887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421895.062500 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -421895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -421904.031250 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -421904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -421911.656250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -421911.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -421921.500000 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -421921.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -421936.937500 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -421936.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421952.687500 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -421952.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -421966.000000 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -421966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421982.687500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -421982.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421996.968750 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -421997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -422009.906250 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -422009.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -422026.062500 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -422026.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -422035.875000 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -422035.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -422044.031250 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -422044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -422052.375000 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -422052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -422058.593750 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -422058.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -422062.937500 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -422062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -422070.187500 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -422070.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -422076.375000 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -422076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -422083.093750 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -422083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -422086.843750 Penalty: 4039.904541
	Iteration 44Q: 3 clusters Score -422086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -422092.093750 Penalty: 4039.904541
	Iteration 45Q: 3 clusters Score -422092.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -422100.062500 Penalty: 4039.904541
	Iteration 46Q: 3 clusters Score -422100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -422109.875000 Penalty: 4039.904541
	Iteration 47Q: 3 clusters Score -422109.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -422123.406250 Penalty: 4039.904541
	Iteration 48Q: 3 clusters Score -422123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -422132.156250 Penalty: 4039.904541
	Iteration 49Q: 3 clusters Score -422132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -422140.093750 Penalty: 4039.904541
	Iteration 50Q: 3 clusters Score -422140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -422149.125000 Penalty: 4039.904541
	Iteration 51Q: 3 clusters Score -422149.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -422161.375000 Penalty: 4039.904541
	Iteration 52Q: 3 clusters Score -422161.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -422176.781250 Penalty: 4039.904541
	Iteration 53Q: 3 clusters Score -422176.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -422194.625000 Penalty: 4039.904541
	Iteration 54Q: 3 clusters Score -422194.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -422224.312500 Penalty: 4039.904541
	Iteration 55Q: 3 clusters Score -422224.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -422252.937500 Penalty: 4039.904541
	Iteration 56Q: 3 clusters Score -422252.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -422276.875000 Penalty: 4039.904541
	Iteration 57Q: 3 clusters Score -422276.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -422301.656250 Penalty: 4039.904541
	Iteration 58Q: 3 clusters Score -422301.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -422327.750000 Penalty: 4039.904541
	Iteration 59Q: 3 clusters Score -422327.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -422351.218750 Penalty: 4039.904541
	Iteration 60F: 3 clusters Score -422351.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -422383.406250 Penalty: 4039.904541
	Iteration 61Q: 3 clusters Score -422383.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -422405.062500 Penalty: 4039.904541
	Iteration 62Q: 3 clusters Score -422405.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -422423.843750 Penalty: 4039.904541
	Iteration 63Q: 3 clusters Score -422423.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -422438.406250 Penalty: 4039.904541
	Iteration 64Q: 3 clusters Score -422438.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -422454.343750 Penalty: 4039.904541
	Iteration 65Q: 3 clusters Score -422454.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -422468.062500 Penalty: 4039.904541
	Iteration 66Q: 3 clusters Score -422468.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -422474.937500 Penalty: 4039.904541
	Iteration 67Q: 3 clusters Score -422474.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422482.937500 Penalty: 4039.904541
	Iteration 68Q: 3 clusters Score -422482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -422494.156250 Penalty: 4039.904541
	Iteration 69Q: 3 clusters Score -422494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -422501.531250 Penalty: 4039.904541
	Iteration 70Q: 3 clusters Score -422501.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -422508.218750 Penalty: 4039.904541
	Iteration 71Q: 3 clusters Score -422508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -422512.281250 Penalty: 4039.904541
	Iteration 72Q: 3 clusters Score -422512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -422514.906250 Penalty: 4039.904541
	Iteration 73Q: 3 clusters Score -422514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -422515.937500 Penalty: 4039.904541
	Iteration 74Q: 3 clusters Score -422515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -422517.250000 Penalty: 4039.904541
	Iteration 75Q: 3 clusters Score -422517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -422519.031250 Penalty: 4039.904541
	Iteration 76Q: 3 clusters Score -422519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -422520.031250 Penalty: 4039.904541
	Iteration 77Q: 3 clusters Score -422520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -422521.406250 Penalty: 4039.904541
	Iteration 78Q: 3 clusters Score -422521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -422521.406250 Penalty: 4039.904541
	Iteration 79F: 3 clusters Score -422521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -1534690.500000 Penalty: 2334.108643
	Iteration 0F: 2 clusters Score -1534690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1525523.750000 Penalty: 4668.217285
	Iteration 0F: 3 clusters Score -1525524 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1528289.000000 Penalty: 4668.217285
	Iteration 1F: 3 clusters Score -1528289 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1528665.750000 Penalty: 4668.217285
	Iteration 2F: 3 clusters Score -1528666 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1528923.625000 Penalty: 4668.217285
	Iteration 3F: 3 clusters Score -1528924 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1529114.625000 Penalty: 4668.217285
	Iteration 4Q: 3 clusters Score -1529115 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1529274.250000 Penalty: 4668.217285
	Iteration 5Q: 3 clusters Score -1529274 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1529415.000000 Penalty: 4668.217285
	Iteration 6Q: 3 clusters Score -1529415 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1529549.750000 Penalty: 4668.217285
	Iteration 7Q: 3 clusters Score -1529550 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1529679.750000 Penalty: 4668.217285
	Iteration 8Q: 3 clusters Score -1529680 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1529836.625000 Penalty: 4668.217285
	Iteration 9Q: 3 clusters Score -1529837 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1530015.625000 Penalty: 4668.217285
	Iteration 10Q: 3 clusters Score -1530016 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1530219.375000 Penalty: 4668.217285
	Iteration 11Q: 3 clusters Score -1530219 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1530462.625000 Penalty: 4668.217285
	Iteration 12Q: 3 clusters Score -1530463 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1530754.125000 Penalty: 4668.217285
	Iteration 13Q: 3 clusters Score -1530754 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1531073.625000 Penalty: 4668.217285
	Iteration 14Q: 3 clusters Score -1531074 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1531437.000000 Penalty: 4668.217285
	Iteration 15Q: 3 clusters Score -1531437 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1531800.750000 Penalty: 4668.217285
	Iteration 16Q: 3 clusters Score -1531801 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1532143.375000 Penalty: 4668.217285
	Iteration 17Q: 3 clusters Score -1532143 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1532426.000000 Penalty: 4668.217285
	Iteration 18Q: 3 clusters Score -1532426 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1532717.250000 Penalty: 4668.217285
	Iteration 19Q: 3 clusters Score -1532717 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1533018.000000 Penalty: 4668.217285
	Iteration 20F: 3 clusters Score -1533018 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1533314.875000 Penalty: 4668.217285
	Iteration 21Q: 3 clusters Score -1533315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1533521.125000 Penalty: 4668.217285
	Iteration 22Q: 3 clusters Score -1533521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1533631.875000 Penalty: 4668.217285
	Iteration 23Q: 3 clusters Score -1533632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1533683.375000 Penalty: 4668.217285
	Iteration 24Q: 3 clusters Score -1533683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1533706.125000 Penalty: 4668.217285
	Iteration 25Q: 3 clusters Score -1533706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1533724.875000 Penalty: 4668.217285
	Iteration 26Q: 3 clusters Score -1533725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1533736.625000 Penalty: 4668.217285
	Iteration 27Q: 3 clusters Score -1533737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1533747.375000 Penalty: 4668.217285
	Iteration 28Q: 3 clusters Score -1533747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1533752.250000 Penalty: 4668.217285
	Iteration 29Q: 3 clusters Score -1533752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1533765.375000 Penalty: 4668.217285
	Iteration 30Q: 3 clusters Score -1533765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1533771.375000 Penalty: 4668.217285
	Iteration 31Q: 3 clusters Score -1533771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1533772.875000 Penalty: 4668.217285
	Iteration 32Q: 3 clusters Score -1533773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1533777.250000 Penalty: 4668.217285
	Iteration 33Q: 3 clusters Score -1533777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1533777.500000 Penalty: 4668.217285
	Iteration 34Q: 3 clusters Score -1533778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1533778.375000 Penalty: 4668.217285
	Iteration 35Q: 3 clusters Score -1533778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1533778.375000 Penalty: 4668.217285
	Iteration 36F: 3 clusters Score -1533778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -389949.406250 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -389949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -386299.375000 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -386299.4 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -387278.312500 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -387278.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -387579.906250 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -387579.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -387795.593750 Penalty: 4073.433838
	Iteration 3F: 3 clusters Score -387795.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -387966.343750 Penalty: 4073.433838
	Iteration 4Q: 3 clusters Score -387966.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -388119.156250 Penalty: 4073.433838
	Iteration 5Q: 3 clusters Score -388119.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388267.812500 Penalty: 4073.433838
	Iteration 6Q: 3 clusters Score -388267.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -388383.875000 Penalty: 4073.433838
	Iteration 7Q: 3 clusters Score -388383.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -388486.656250 Penalty: 4073.433838
	Iteration 8Q: 3 clusters Score -388486.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -388548.062500 Penalty: 4073.433838
	Iteration 9Q: 3 clusters Score -388548.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388582.875000 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -388582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -388609.281250 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -388609.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -388635.250000 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -388635.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -388664.500000 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -388664.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -388698.062500 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -388698.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -388733.125000 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -388733.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -388769.000000 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -388769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -388805.093750 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -388805.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -388838.656250 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -388838.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -388865.968750 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -388866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -388889.812500 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -388889.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388911.281250 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -388911.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -388937.843750 Penalty: 4073.433838
	Iteration 22Q: 3 clusters Score -388937.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -388959.406250 Penalty: 4073.433838
	Iteration 23Q: 3 clusters Score -388959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -388974.031250 Penalty: 4073.433838
	Iteration 24Q: 3 clusters Score -388974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -388984.375000 Penalty: 4073.433838
	Iteration 25Q: 3 clusters Score -388984.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -389004.531250 Penalty: 4073.433838
	Iteration 26Q: 3 clusters Score -389004.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -389026.812500 Penalty: 4073.433838
	Iteration 27Q: 3 clusters Score -389026.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -389068.937500 Penalty: 4073.433838
	Iteration 28Q: 3 clusters Score -389068.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -389150.937500 Penalty: 4073.433838
	Iteration 29Q: 3 clusters Score -389150.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -389279.125000 Penalty: 4073.433838
	Iteration 30Q: 3 clusters Score -389279.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -389387.062500 Penalty: 4073.433838
	Iteration 31Q: 3 clusters Score -389387.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -389467.375000 Penalty: 4073.433838
	Iteration 32Q: 3 clusters Score -389467.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -389528.625000 Penalty: 4073.433838
	Iteration 33Q: 3 clusters Score -389528.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -389568.625000 Penalty: 4073.433838
	Iteration 34Q: 3 clusters Score -389568.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -389596.281250 Penalty: 4073.433838
	Iteration 35Q: 3 clusters Score -389596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -389616.781250 Penalty: 4073.433838
	Iteration 36Q: 3 clusters Score -389616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -389638.187500 Penalty: 4073.433838
	Iteration 37Q: 3 clusters Score -389638.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -389665.625000 Penalty: 4073.433838
	Iteration 38Q: 3 clusters Score -389665.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -389694.468750 Penalty: 4073.433838
	Iteration 39Q: 3 clusters Score -389694.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -389725.562500 Penalty: 4073.433838
	Iteration 40F: 3 clusters Score -389725.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -389756.687500 Penalty: 4073.433838
	Iteration 41Q: 3 clusters Score -389756.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -389791.156250 Penalty: 4073.433838
	Iteration 42Q: 3 clusters Score -389791.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -389840.125000 Penalty: 4073.433838
	Iteration 43Q: 3 clusters Score -389840.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -389892.312500 Penalty: 4073.433838
	Iteration 44Q: 3 clusters Score -389892.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -389933.843750 Penalty: 4073.433838
	Iteration 45Q: 3 clusters Score -389933.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -389952.406250 Penalty: 4073.433838
	Iteration 46Q: 3 clusters Score -389952.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -389973.343750 Penalty: 4073.433838
	Iteration 47Q: 3 clusters Score -389973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -389987.437500 Penalty: 4073.433838
	Iteration 48Q: 3 clusters Score -389987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -389996.656250 Penalty: 4073.433838
	Iteration 49Q: 3 clusters Score -389996.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -389999.250000 Penalty: 4073.433838
	Iteration 50Q: 3 clusters Score -389999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -390002.468750 Penalty: 4073.433838
	Iteration 51Q: 3 clusters Score -390002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -390006.718750 Penalty: 4073.433838
	Iteration 52Q: 3 clusters Score -390006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -390012.968750 Penalty: 4073.433838
	Iteration 53Q: 3 clusters Score -390013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -390018.218750 Penalty: 4073.433838
	Iteration 54Q: 3 clusters Score -390018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -390023.187500 Penalty: 4073.433838
	Iteration 55Q: 3 clusters Score -390023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -390030.312500 Penalty: 4073.433838
	Iteration 56Q: 3 clusters Score -390030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -390041.625000 Penalty: 4073.433838
	Iteration 57Q: 3 clusters Score -390041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -390049.000000 Penalty: 4073.433838
	Iteration 58Q: 3 clusters Score -390049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -390054.468750 Penalty: 4073.433838
	Iteration 59Q: 3 clusters Score -390054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -390056.250000 Penalty: 4073.433838
	Iteration 60F: 3 clusters Score -390056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -390057.718750 Penalty: 4073.433838
	Iteration 61Q: 3 clusters Score -390057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -390061.843750 Penalty: 4073.433838
	Iteration 62Q: 3 clusters Score -390061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -390063.187500 Penalty: 4073.433838
	Iteration 63Q: 3 clusters Score -390063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -390064.593750 Penalty: 4073.433838
	Iteration 64Q: 3 clusters Score -390064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -390067.062500 Penalty: 4073.433838
	Iteration 65Q: 3 clusters Score -390067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -390069.500000 Penalty: 4073.433838
	Iteration 66Q: 3 clusters Score -390069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -390069.812500 Penalty: 4073.433838
	Iteration 67Q: 3 clusters Score -390069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -390071.500000 Penalty: 4073.433838
	Iteration 68Q: 3 clusters Score -390071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -390072.156250 Penalty: 4073.433838
	Iteration 69Q: 3 clusters Score -390072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -390072.156250 Penalty: 4073.433838
	Iteration 70F: 3 clusters Score -390072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 2666 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 1021 members 
Entering Unmasked Estep 
Score: -134489120.000000 Penalty: 252057.234375
Splitting cluster 62 changes total score from -134490480.000000 to -134489120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -406501.437500 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -406501.4 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 1679 members 
Entering Unmasked Estep 
Score: -402983.531250 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -402983.5 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -403677.625000 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -403677.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -403871.500000 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -403871.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -404030.625000 Penalty: 4024.259277
	Iteration 3F: 3 clusters Score -404030.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -404147.625000 Penalty: 4024.259277
	Iteration 4Q: 3 clusters Score -404147.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -404226.093750 Penalty: 4024.259277
	Iteration 5Q: 3 clusters Score -404226.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -404300.437500 Penalty: 4024.259277
	Iteration 6Q: 3 clusters Score -404300.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -404359.281250 Penalty: 4024.259277
	Iteration 7Q: 3 clusters Score -404359.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -404420.656250 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -404420.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -404474.781250 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -404474.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -404520.031250 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -404520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -404565.312500 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -404565.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -404608.718750 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -404608.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -404643.656250 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -404643.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -404675.625000 Penalty: 4024.259277
	Iteration 14Q: 3 clusters Score -404675.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -404703.437500 Penalty: 4024.259277
	Iteration 15Q: 3 clusters Score -404703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -404724.875000 Penalty: 4024.259277
	Iteration 16Q: 3 clusters Score -404724.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -404740.375000 Penalty: 4024.259277
	Iteration 17Q: 3 clusters Score -404740.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -404752.531250 Penalty: 4024.259277
	Iteration 18Q: 3 clusters Score -404752.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -404764.062500 Penalty: 4024.259277
	Iteration 19Q: 3 clusters Score -404764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -404773.437500 Penalty: 4024.259277
	Iteration 20F: 3 clusters Score -404773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -404778.468750 Penalty: 4024.259277
	Iteration 21Q: 3 clusters Score -404778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404783.843750 Penalty: 4024.259277
	Iteration 22Q: 3 clusters Score -404783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404788.843750 Penalty: 4024.259277
	Iteration 23Q: 3 clusters Score -404788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -404791.406250 Penalty: 4024.259277
	Iteration 24Q: 3 clusters Score -404791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404792.750000 Penalty: 4024.259277
	Iteration 25Q: 3 clusters Score -404792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -404796.187500 Penalty: 4024.259277
	Iteration 26Q: 3 clusters Score -404796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -404798.406250 Penalty: 4024.259277
	Iteration 27Q: 3 clusters Score -404798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -404802.531250 Penalty: 4024.259277
	Iteration 28Q: 3 clusters Score -404802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -404809.125000 Penalty: 4024.259277
	Iteration 29Q: 3 clusters Score -404809.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -404813.968750 Penalty: 4024.259277
	Iteration 30Q: 3 clusters Score -404814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -404821.406250 Penalty: 4024.259277
	Iteration 31Q: 3 clusters Score -404821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404826.093750 Penalty: 4024.259277
	Iteration 32Q: 3 clusters Score -404826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -404827.593750 Penalty: 4024.259277
	Iteration 33Q: 3 clusters Score -404827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -404829.687500 Penalty: 4024.259277
	Iteration 34Q: 3 clusters Score -404829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -404833.843750 Penalty: 4024.259277
	Iteration 35Q: 3 clusters Score -404833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -404836.781250 Penalty: 4024.259277
	Iteration 36Q: 3 clusters Score -404836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -404837.125000 Penalty: 4024.259277
	Iteration 37Q: 3 clusters Score -404837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -404837.875000 Penalty: 4024.259277
	Iteration 38Q: 3 clusters Score -404837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -404837.875000 Penalty: 4024.259277
	Iteration 39F: 3 clusters Score -404837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177173.968750 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -177174 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177540.859375 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177540.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177693.734375 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177693.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -177795.453125 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -177795.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -177883.468750 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177883.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177961.562500 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177961.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -178026.062500 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -178026.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178076.781250 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -178076.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -178148.687500 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -178148.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178227.968750 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -178228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178308.968750 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -178309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178360.468750 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -178360.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178407.468750 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -178407.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178446.734375 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -178446.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178484.593750 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -178484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178502.828125 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -178502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178517.234375 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -178517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178527.328125 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -178527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178532.390625 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -178532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178536.031250 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -178536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178542.140625 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -178542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178548.015625 Penalty: 3634.253174
	Iteration 21Q: 3 clusters Score -178548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178551.593750 Penalty: 3634.253174
	Iteration 22Q: 3 clusters Score -178551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178554.531250 Penalty: 3634.253174
	Iteration 23Q: 3 clusters Score -178554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178557.625000 Penalty: 3634.253174
	Iteration 24Q: 3 clusters Score -178557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178562.406250 Penalty: 3634.253174
	Iteration 25Q: 3 clusters Score -178562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178563.250000 Penalty: 3634.253174
	Iteration 26Q: 3 clusters Score -178563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178566.093750 Penalty: 3634.253174
	Iteration 27Q: 3 clusters Score -178566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178566.625000 Penalty: 3634.253174
	Iteration 28Q: 3 clusters Score -178566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178566.625000 Penalty: 3634.253174
	Iteration 29F: 3 clusters Score -178566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -424111.968750 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -424112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -421166.062500 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -421166.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -421876.406250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -421876.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -422201.593750 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -422201.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -422475.312500 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -422475.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -422710.750000 Penalty: 3902.084229
	Iteration 4F: 3 clusters Score -422710.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -422905.937500 Penalty: 3902.084229
	Iteration 5F: 3 clusters Score -422905.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -423080.468750 Penalty: 3902.084229
	Iteration 6F: 3 clusters Score -423080.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -423192.531250 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -423192.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -423275.406250 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -423275.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -423329.468750 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -423329.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -423378.062500 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -423378.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -423407.437500 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -423407.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -423427.593750 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -423427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423437.343750 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -423437.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -423442.375000 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -423442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -423446.156250 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -423446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423446.593750 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -423446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423447.250000 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -423447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423447.250000 Penalty: 3902.084229
	Iteration 18F: 3 clusters Score -423447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Entering Unmasked Estep 
Score: -1419876.000000 Penalty: 2317.072266
	Iteration 0F: 2 clusters Score -1419876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1411294.625000 Penalty: 4634.144531
	Iteration 0F: 3 clusters Score -1411295 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1413908.125000 Penalty: 4634.144531
	Iteration 1F: 3 clusters Score -1413908 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1414253.375000 Penalty: 4634.144531
	Iteration 2F: 3 clusters Score -1414253 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1414470.500000 Penalty: 4634.144531
	Iteration 3Q: 3 clusters Score -1414470 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1414655.125000 Penalty: 4634.144531
	Iteration 4Q: 3 clusters Score -1414655 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1414810.000000 Penalty: 4634.144531
	Iteration 5Q: 3 clusters Score -1414810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1414959.750000 Penalty: 4634.144531
	Iteration 6Q: 3 clusters Score -1414960 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1415072.625000 Penalty: 4634.144531
	Iteration 7Q: 3 clusters Score -1415073 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1415192.125000 Penalty: 4634.144531
	Iteration 8Q: 3 clusters Score -1415192 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1415294.875000 Penalty: 4634.144531
	Iteration 9Q: 3 clusters Score -1415295 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1415396.375000 Penalty: 4634.144531
	Iteration 10Q: 3 clusters Score -1415396 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1415493.500000 Penalty: 4634.144531
	Iteration 11Q: 3 clusters Score -1415494 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1415608.750000 Penalty: 4634.144531
	Iteration 12Q: 3 clusters Score -1415609 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1415759.625000 Penalty: 4634.144531
	Iteration 13Q: 3 clusters Score -1415760 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1415940.125000 Penalty: 4634.144531
	Iteration 14Q: 3 clusters Score -1415940 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1416130.750000 Penalty: 4634.144531
	Iteration 15Q: 3 clusters Score -1416131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1416313.125000 Penalty: 4634.144531
	Iteration 16Q: 3 clusters Score -1416313 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1416468.250000 Penalty: 4634.144531
	Iteration 17Q: 3 clusters Score -1416468 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1416590.375000 Penalty: 4634.144531
	Iteration 18Q: 3 clusters Score -1416590 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1416677.125000 Penalty: 4634.144531
	Iteration 19Q: 3 clusters Score -1416677 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1416753.000000 Penalty: 4634.144531
	Iteration 20F: 3 clusters Score -1416753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1416830.875000 Penalty: 4634.144531
	Iteration 21Q: 3 clusters Score -1416831 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1416899.000000 Penalty: 4634.144531
	Iteration 22Q: 3 clusters Score -1416899 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1416958.250000 Penalty: 4634.144531
	Iteration 23Q: 3 clusters Score -1416958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1416996.500000 Penalty: 4634.144531
	Iteration 24Q: 3 clusters Score -1416996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1417027.125000 Penalty: 4634.144531
	Iteration 25Q: 3 clusters Score -1417027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1417050.875000 Penalty: 4634.144531
	Iteration 26Q: 3 clusters Score -1417051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1417066.250000 Penalty: 4634.144531
	Iteration 27Q: 3 clusters Score -1417066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1417084.375000 Penalty: 4634.144531
	Iteration 28Q: 3 clusters Score -1417084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1417090.500000 Penalty: 4634.144531
	Iteration 29Q: 3 clusters Score -1417090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1417105.125000 Penalty: 4634.144531
	Iteration 30Q: 3 clusters Score -1417105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1417114.250000 Penalty: 4634.144531
	Iteration 31Q: 3 clusters Score -1417114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1417127.750000 Penalty: 4634.144531
	Iteration 32Q: 3 clusters Score -1417128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1417132.750000 Penalty: 4634.144531
	Iteration 33Q: 3 clusters Score -1417133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1417136.125000 Penalty: 4634.144531
	Iteration 34Q: 3 clusters Score -1417136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1417140.250000 Penalty: 4634.144531
	Iteration 35Q: 3 clusters Score -1417140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1417141.625000 Penalty: 4634.144531
	Iteration 36Q: 3 clusters Score -1417142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1417144.000000 Penalty: 4634.144531
	Iteration 37Q: 3 clusters Score -1417144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1417142.625000 Penalty: 4634.144531
	Iteration 38Q: 3 clusters Score -1417143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1417148.625000 Penalty: 4634.144531
	Iteration 39Q: 3 clusters Score -1417149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1417146.125000 Penalty: 4634.144531
	Iteration 40F: 3 clusters Score -1417146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40547.125000 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40547.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40788.625000 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -40788.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40991.914062 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -40991.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41118.660156 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -41118.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41232.964844 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -41232.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41309.039062 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -41309.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41381.683594 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41381.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41462.445312 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41462.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41519.328125 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -41519.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41561.390625 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -41561.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41571.332031 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -41571.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41594.183594 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -41594.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41594.867188 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -41594.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41612.664062 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -41612.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41612.664062 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -41612.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -208806.796875 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -208806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206342.453125 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -206342.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206775.859375 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -206775.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206910.765625 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -206910.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -206988.421875 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -206988.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -207029.703125 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -207029.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -207060.437500 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -207060.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -207084.359375 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -207084.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -207103.156250 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -207103.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -207116.968750 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -207117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -207122.562500 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -207122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -207123.937500 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -207123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -207125.531250 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -207125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -207128.718750 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -207128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -207134.046875 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -207134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -207137.718750 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -207137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207138.265625 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -207138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -207145.437500 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -207145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -207149.062500 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -207149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207156.156250 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -207156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -207163.671875 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -207163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -207172.828125 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -207172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -207177.593750 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -207177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -207185.250000 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -207185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207193.812500 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -207193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -207198.875000 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -207198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -207203.734375 Penalty: 3695.527832
	Iteration 25Q: 3 clusters Score -207203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -207207.296875 Penalty: 3695.527832
	Iteration 26Q: 3 clusters Score -207207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -207211.843750 Penalty: 3695.527832
	Iteration 27Q: 3 clusters Score -207211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -207216.187500 Penalty: 3695.527832
	Iteration 28Q: 3 clusters Score -207216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -207220.859375 Penalty: 3695.527832
	Iteration 29Q: 3 clusters Score -207220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -207224.796875 Penalty: 3695.527832
	Iteration 30Q: 3 clusters Score -207224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207228.468750 Penalty: 3695.527832
	Iteration 31Q: 3 clusters Score -207228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -207228.859375 Penalty: 3695.527832
	Iteration 32Q: 3 clusters Score -207228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -207228.859375 Penalty: 3695.527832
	Iteration 33F: 3 clusters Score -207228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -615602.500000 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -615602.5 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 2524 members 
Entering Unmasked Estep 
Score: -611073.437500 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -611073.4 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -612250.375000 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -612250.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -612461.000000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -612461 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -612569.625000 Penalty: 4229.168457
	Iteration 3Q: 3 clusters Score -612569.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -612637.187500 Penalty: 4229.168457
	Iteration 4Q: 3 clusters Score -612637.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -612679.687500 Penalty: 4229.168457
	Iteration 5Q: 3 clusters Score -612679.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -612711.875000 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -612711.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -612738.875000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -612738.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -612765.750000 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -612765.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -612793.562500 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -612793.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -612821.187500 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -612821.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -612840.937500 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -612840.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -612861.062500 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -612861.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -612882.937500 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -612882.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -612898.937500 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -612898.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -612910.687500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -612910.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -612928.750000 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -612928.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -612943.062500 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -612943.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -612963.062500 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -612963.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -612978.312500 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -612978.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -612994.062500 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -612994.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -613009.875000 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -613009.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -613022.312500 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -613022.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -613033.437500 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -613033.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -613044.000000 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -613044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -613051.750000 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -613051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -613057.187500 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -613057.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -613064.875000 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -613064.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -613070.812500 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -613070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -613074.562500 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -613074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -613078.062500 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -613078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -613081.812500 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -613081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -613089.312500 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -613089.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -613096.687500 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -613096.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -613105.375000 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -613105.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -613109.687500 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -613109.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -613115.500000 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -613115.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -613121.437500 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -613121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -613124.687500 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -613124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -613126.625000 Penalty: 4229.168457
	Iteration 39Q: 3 clusters Score -613126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -613128.437500 Penalty: 4229.168457
	Iteration 40F: 3 clusters Score -613128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -613129.500000 Penalty: 4229.168457
	Iteration 41Q: 3 clusters Score -613129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -613131.500000 Penalty: 4229.168457
	Iteration 42Q: 3 clusters Score -613131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -613134.437500 Penalty: 4229.168457
	Iteration 43Q: 3 clusters Score -613134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -613136.375000 Penalty: 4229.168457
	Iteration 44Q: 3 clusters Score -613136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -613139.000000 Penalty: 4229.168457
	Iteration 45Q: 3 clusters Score -613139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -613142.562500 Penalty: 4229.168457
	Iteration 46Q: 3 clusters Score -613142.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -613148.750000 Penalty: 4229.168457
	Iteration 47Q: 3 clusters Score -613148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -613154.937500 Penalty: 4229.168457
	Iteration 48Q: 3 clusters Score -613154.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -613165.812500 Penalty: 4229.168457
	Iteration 49Q: 3 clusters Score -613165.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -613178.812500 Penalty: 4229.168457
	Iteration 50Q: 3 clusters Score -613178.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -613193.687500 Penalty: 4229.168457
	Iteration 51Q: 3 clusters Score -613193.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -613205.812500 Penalty: 4229.168457
	Iteration 52Q: 3 clusters Score -613205.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -613217.312500 Penalty: 4229.168457
	Iteration 53Q: 3 clusters Score -613217.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -613234.500000 Penalty: 4229.168457
	Iteration 54Q: 3 clusters Score -613234.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -613246.937500 Penalty: 4229.168457
	Iteration 55Q: 3 clusters Score -613246.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -613265.125000 Penalty: 4229.168457
	Iteration 56Q: 3 clusters Score -613265.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -613282.187500 Penalty: 4229.168457
	Iteration 57Q: 3 clusters Score -613282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -613303.375000 Penalty: 4229.168457
	Iteration 58Q: 3 clusters Score -613303.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -613326.500000 Penalty: 4229.168457
	Iteration 59Q: 3 clusters Score -613326.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -613346.812500 Penalty: 4229.168457
	Iteration 60F: 3 clusters Score -613346.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -613371.125000 Penalty: 4229.168457
	Iteration 61Q: 3 clusters Score -613371.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -613397.437500 Penalty: 4229.168457
	Iteration 62Q: 3 clusters Score -613397.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -613427.625000 Penalty: 4229.168457
	Iteration 63Q: 3 clusters Score -613427.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -613460.750000 Penalty: 4229.168457
	Iteration 64Q: 3 clusters Score -613460.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -613490.187500 Penalty: 4229.168457
	Iteration 65Q: 3 clusters Score -613490.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -613526.500000 Penalty: 4229.168457
	Iteration 66Q: 3 clusters Score -613526.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -613584.875000 Penalty: 4229.168457
	Iteration 67Q: 3 clusters Score -613584.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -613646.875000 Penalty: 4229.168457
	Iteration 68Q: 3 clusters Score -613646.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -613693.500000 Penalty: 4229.168457
	Iteration 69Q: 3 clusters Score -613693.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -613730.500000 Penalty: 4229.168457
	Iteration 70Q: 3 clusters Score -613730.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -613759.875000 Penalty: 4229.168457
	Iteration 71Q: 3 clusters Score -613759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -613777.562500 Penalty: 4229.168457
	Iteration 72Q: 3 clusters Score -613777.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -613793.625000 Penalty: 4229.168457
	Iteration 73Q: 3 clusters Score -613793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -613809.125000 Penalty: 4229.168457
	Iteration 74Q: 3 clusters Score -613809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -613822.687500 Penalty: 4229.168457
	Iteration 75Q: 3 clusters Score -613822.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -613845.937500 Penalty: 4229.168457
	Iteration 76Q: 3 clusters Score -613845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -613853.625000 Penalty: 4229.168457
	Iteration 77Q: 3 clusters Score -613853.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -613859.250000 Penalty: 4229.168457
	Iteration 78Q: 3 clusters Score -613859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613859.250000 Penalty: 4229.168457
	Iteration 79Q: 3 clusters Score -613859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -613861.312500 Penalty: 4229.168457
	Iteration 80F: 3 clusters Score -613861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -613865.812500 Penalty: 4229.168457
	Iteration 81Q: 3 clusters Score -613865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -613866.437500 Penalty: 4229.168457
	Iteration 82Q: 3 clusters Score -613866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -613867.562500 Penalty: 4229.168457
	Iteration 83Q: 3 clusters Score -613867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -613871.875000 Penalty: 4229.168457
	Iteration 84Q: 3 clusters Score -613871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -613875.375000 Penalty: 4229.168457
	Iteration 85Q: 3 clusters Score -613875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -613880.312500 Penalty: 4229.168457
	Iteration 86Q: 3 clusters Score -613880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -613883.562500 Penalty: 4229.168457
	Iteration 87Q: 3 clusters Score -613883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -613885.375000 Penalty: 4229.168457
	Iteration 88Q: 3 clusters Score -613885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -613885.562500 Penalty: 4229.168457
	Iteration 89Q: 3 clusters Score -613885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -613887.250000 Penalty: 4229.168457
	Iteration 90Q: 3 clusters Score -613887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -613886.687500 Penalty: 4229.168457
	Iteration 91Q: 3 clusters Score -613886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -613886.687500 Penalty: 4229.168457
	Iteration 92F: 3 clusters Score -613886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -645103.500000 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -645103.5 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 2016 members 
Entering Unmasked Estep 
Score: -641169.312500 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -641169.3 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -642291.937500 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -642291.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -642923.437500 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -642923.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -643589.687500 Penalty: 4118.538574
	Iteration 3F: 3 clusters Score -643589.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -644100.687500 Penalty: 4118.538574
	Iteration 4F: 3 clusters Score -644100.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -644536.375000 Penalty: 4118.538574
	Iteration 5F: 3 clusters Score -644536.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -644825.500000 Penalty: 4118.538574
	Iteration 6F: 3 clusters Score -644825.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -644990.625000 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -644990.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -645101.750000 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -645101.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -645221.500000 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -645221.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -645323.375000 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -645323.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -645416.812500 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -645416.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -645468.125000 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -645468.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -645482.062500 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -645482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -645490.250000 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -645490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -645491.812500 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -645491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -645493.125000 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -645493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -645494.687500 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -645494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -645496.750000 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -645496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -645494.625000 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -645494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -645494.625000 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -645494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 1720 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 2318 members 
Entering Unmasked Estep 
Score: -134489328.000000 Penalty: 252057.234375
Splitting cluster 70 changes total score from -134490480.000000 to -134489328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -129701.687500 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -129701.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127847.898438 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -127847.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -128128.062500 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -128128.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128243.929688 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -128243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128321.000000 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -128321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128414.468750 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -128414.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128545.273438 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -128545.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128679.898438 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -128679.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -128762.187500 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -128762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -128828.617188 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -128828.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -128887.078125 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -128887.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128931.218750 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -128931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -128950.750000 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -128950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -128966.039062 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -128966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128974.914062 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -128974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -128981.906250 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -128981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128986.703125 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -128986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -128989.984375 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -128990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128992.578125 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -128992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128996.007812 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -128996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128996.007812 Penalty: 3321.116211
	Iteration 19F: 3 clusters Score -128996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -396696.562500 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -396696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -393332.875000 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -393332.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -394033.312500 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -394033.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -394223.656250 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -394223.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -394335.750000 Penalty: 4004.871582
	Iteration 3Q: 3 clusters Score -394335.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -394415.375000 Penalty: 4004.871582
	Iteration 4Q: 3 clusters Score -394415.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -394477.468750 Penalty: 4004.871582
	Iteration 5Q: 3 clusters Score -394477.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -394520.562500 Penalty: 4004.871582
	Iteration 6Q: 3 clusters Score -394520.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -394565.375000 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -394565.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -394616.468750 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -394616.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -394661.437500 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -394661.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -394687.281250 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -394687.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -394703.187500 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -394703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -394715.781250 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -394715.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -394726.281250 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -394726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -394736.250000 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -394736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -394744.406250 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -394744.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -394751.093750 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -394751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -394756.218750 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -394756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -394762.343750 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -394762.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -394769.218750 Penalty: 4004.871582
	Iteration 19Q: 3 clusters Score -394769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -394774.531250 Penalty: 4004.871582
	Iteration 20F: 3 clusters Score -394774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -394776.968750 Penalty: 4004.871582
	Iteration 21Q: 3 clusters Score -394777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -394779.437500 Penalty: 4004.871582
	Iteration 22Q: 3 clusters Score -394779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -394781.375000 Penalty: 4004.871582
	Iteration 23Q: 3 clusters Score -394781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -394782.656250 Penalty: 4004.871582
	Iteration 24Q: 3 clusters Score -394782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394785.656250 Penalty: 4004.871582
	Iteration 25Q: 3 clusters Score -394785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394787.843750 Penalty: 4004.871582
	Iteration 26Q: 3 clusters Score -394787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -394792.125000 Penalty: 4004.871582
	Iteration 27Q: 3 clusters Score -394792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -394797.500000 Penalty: 4004.871582
	Iteration 28Q: 3 clusters Score -394797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394801.750000 Penalty: 4004.871582
	Iteration 29Q: 3 clusters Score -394801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -394804.750000 Penalty: 4004.871582
	Iteration 30Q: 3 clusters Score -394804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -394809.875000 Penalty: 4004.871582
	Iteration 31Q: 3 clusters Score -394809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -394812.218750 Penalty: 4004.871582
	Iteration 32Q: 3 clusters Score -394812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -394813.562500 Penalty: 4004.871582
	Iteration 33Q: 3 clusters Score -394813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -394814.906250 Penalty: 4004.871582
	Iteration 34Q: 3 clusters Score -394814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -394817.843750 Penalty: 4004.871582
	Iteration 35Q: 3 clusters Score -394817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -394821.218750 Penalty: 4004.871582
	Iteration 36Q: 3 clusters Score -394821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -394822.125000 Penalty: 4004.871582
	Iteration 37Q: 3 clusters Score -394822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -394823.656250 Penalty: 4004.871582
	Iteration 38Q: 3 clusters Score -394823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -394824.312500 Penalty: 4004.871582
	Iteration 39Q: 3 clusters Score -394824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -394825.531250 Penalty: 4004.871582
	Iteration 40F: 3 clusters Score -394825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -394827.312500 Penalty: 4004.871582
	Iteration 41Q: 3 clusters Score -394827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -394829.000000 Penalty: 4004.871582
	Iteration 42Q: 3 clusters Score -394829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -394832.375000 Penalty: 4004.871582
	Iteration 43Q: 3 clusters Score -394832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -394834.343750 Penalty: 4004.871582
	Iteration 44Q: 3 clusters Score -394834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -394837.093750 Penalty: 4004.871582
	Iteration 45Q: 3 clusters Score -394837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -394840.531250 Penalty: 4004.871582
	Iteration 46Q: 3 clusters Score -394840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -394841.531250 Penalty: 4004.871582
	Iteration 47Q: 3 clusters Score -394841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -394841.843750 Penalty: 4004.871582
	Iteration 48Q: 3 clusters Score -394841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -394843.281250 Penalty: 4004.871582
	Iteration 49Q: 3 clusters Score -394843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394843.531250 Penalty: 4004.871582
	Iteration 50Q: 3 clusters Score -394843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394843.531250 Penalty: 4004.871582
	Iteration 51F: 3 clusters Score -394843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36189 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78520 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135565 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 19118 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66681 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19884 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239753 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5654 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7638 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5047 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490416.000000 Penalty: 248604.390625
Iteration 239Q: 73 clusters Score -1.344904e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34290 members 
Mstep: Class 7 contains 36184 members 
Mstep: Class 8 contains 47707 members 
Mstep: Class 9 contains 28379 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78510 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135568 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18113 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7331 members 
Mstep: Class 29 contains 19102 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24155 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66679 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19861 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10137 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239755 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5660 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7649 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5043 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490448.000000 Penalty: 248604.390625
Iteration 240F: 73 clusters Score -1.344904e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 36175 members 
Mstep: Class 8 contains 47704 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78499 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135568 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18124 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7343 members 
Mstep: Class 29 contains 19089 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24147 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19848 members 
Mstep: Class 45 contains 11034 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239758 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5661 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7665 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5041 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490496.000000 Penalty: 248604.390625
Iteration 241Q: 73 clusters Score -1.344905e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 36170 members 
Mstep: Class 8 contains 47707 members 
Mstep: Class 9 contains 28420 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78471 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135560 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 7349 members 
Mstep: Class 29 contains 19074 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24151 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12170 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4261 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19833 members 
Mstep: Class 45 contains 11034 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10135 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239762 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5665 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7679 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5040 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490432.000000 Penalty: 248604.390625
Iteration 242Q: 73 clusters Score -1.344904e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 36166 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 28438 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 78452 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135556 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 7357 members 
Mstep: Class 29 contains 19059 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24144 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19818 members 
Mstep: Class 45 contains 11035 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239764 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5667 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7697 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490432.000000 Penalty: 248604.390625
Iteration 243Q: 73 clusters Score -1.344904e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 36158 members 
Mstep: Class 8 contains 47709 members 
Mstep: Class 9 contains 28449 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78428 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135554 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18170 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 7366 members 
Mstep: Class 29 contains 19043 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24141 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 12169 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19806 members 
Mstep: Class 45 contains 11034 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10133 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239765 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5674 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7713 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1721 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490480.000000 Penalty: 248604.390625
Iteration 244Q: 73 clusters Score -1.344905e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 36150 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 28466 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11146 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78418 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135550 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18177 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7373 members 
Mstep: Class 29 contains 19027 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24135 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19791 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239769 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5679 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7726 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490400.000000 Penalty: 248604.390625
Iteration 245Q: 73 clusters Score -1.344904e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35677 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 36142 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11146 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 78408 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135552 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 7380 members 
Mstep: Class 29 contains 19003 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24131 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66676 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19775 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10131 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239771 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5684 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7737 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1723 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490464.000000 Penalty: 248604.390625
Iteration 246Q: 73 clusters Score -1.344905e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36128 members 
Mstep: Class 8 contains 47721 members 
Mstep: Class 9 contains 28507 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11150 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78392 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135551 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18202 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18973 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24128 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66677 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19762 members 
Mstep: Class 45 contains 11032 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10130 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239780 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5686 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7749 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490496.000000 Penalty: 248604.390625
Iteration 247Q: 73 clusters Score -1.344905e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34292 members 
Mstep: Class 7 contains 36120 members 
Mstep: Class 8 contains 47721 members 
Mstep: Class 9 contains 28528 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78372 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135554 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18218 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 7394 members 
Mstep: Class 29 contains 18945 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24124 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66677 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19754 members 
Mstep: Class 45 contains 11029 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10132 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239791 members 
Mstep: Class 54 contains 8621 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5689 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7758 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490560.000000 Penalty: 248604.390625
Iteration 248Q: 73 clusters Score -1.344906e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36116 members 
Mstep: Class 8 contains 47723 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11156 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 78351 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135554 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18227 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 7398 members 
Mstep: Class 29 contains 18915 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66677 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19732 members 
Mstep: Class 45 contains 11031 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239797 members 
Mstep: Class 54 contains 8620 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5695 members 
Mstep: Class 57 contains 3252 members 
Mstep: Class 58 contains 7771 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5048 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490528.000000 Penalty: 248604.390625
Iteration 249Q: 73 clusters Score -1.344905e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 36108 members 
Mstep: Class 8 contains 47725 members 
Mstep: Class 9 contains 28590 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11163 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 78320 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135557 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18238 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7399 members 
Mstep: Class 29 contains 18898 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24120 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66678 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19707 members 
Mstep: Class 45 contains 11032 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10137 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239805 members 
Mstep: Class 54 contains 8620 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5701 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7783 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490672.000000 Penalty: 248604.390625
Iteration 250Q: 73 clusters Score -1.344907e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 36097 members 
Mstep: Class 8 contains 47733 members 
Mstep: Class 9 contains 28635 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11166 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 78284 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135558 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18247 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7401 members 
Mstep: Class 29 contains 18876 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66677 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19677 members 
Mstep: Class 45 contains 11029 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239817 members 
Mstep: Class 54 contains 8621 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5708 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7796 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5050 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490608.000000 Penalty: 248604.390625
Iteration 251Q: 73 clusters Score -1.344906e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 36088 members 
Mstep: Class 8 contains 47742 members 
Mstep: Class 9 contains 28670 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11170 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 78256 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135554 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18258 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18849 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24122 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66675 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19646 members 
Mstep: Class 45 contains 11030 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10135 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239824 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5712 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7815 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490704.000000 Penalty: 248604.390625
Iteration 252Q: 73 clusters Score -1.344907e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35677 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 36083 members 
Mstep: Class 8 contains 47753 members 
Mstep: Class 9 contains 28700 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 78236 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135557 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18269 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18807 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24122 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66674 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19620 members 
Mstep: Class 45 contains 11030 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10132 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239829 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5717 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7838 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3689 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1724 members 
Mstep: Class 69 contains 5056 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490784.000000 Penalty: 248604.390625
Iteration 253Q: 73 clusters Score -1.344908e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42617 members 
Mstep: Class 6 contains 34299 members 
Mstep: Class 7 contains 36079 members 
Mstep: Class 8 contains 47757 members 
Mstep: Class 9 contains 28729 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 78220 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135560 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18282 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7404 members 
Mstep: Class 29 contains 18763 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24120 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66674 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19603 members 
Mstep: Class 45 contains 11031 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10131 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5721 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7859 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5055 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 248604.390625
Iteration 254Q: 73 clusters Score -1.344908e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42618 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 47763 members 
Mstep: Class 9 contains 28760 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11181 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 78216 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135555 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18290 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7405 members 
Mstep: Class 29 contains 18722 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24116 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66674 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19580 members 
Mstep: Class 45 contains 11033 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10131 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239835 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5723 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7880 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5054 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490688.000000 Penalty: 248604.390625
Iteration 255Q: 73 clusters Score -1.344907e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35676 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 36071 members 
Mstep: Class 8 contains 47767 members 
Mstep: Class 9 contains 28783 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11185 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 78207 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135551 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7410 members 
Mstep: Class 29 contains 18681 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24118 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66674 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19566 members 
Mstep: Class 45 contains 11036 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10128 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239836 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5724 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7901 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5054 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 248604.390625
Iteration 256Q: 73 clusters Score -1.344907e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 47771 members 
Mstep: Class 9 contains 28817 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11187 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 78190 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135544 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7411 members 
Mstep: Class 29 contains 18634 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24126 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66675 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19550 members 
Mstep: Class 45 contains 11037 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10130 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239838 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5724 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7924 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5055 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490656.000000 Penalty: 248604.390625
Iteration 257Q: 73 clusters Score -1.344907e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36070 members 
Mstep: Class 8 contains 47775 members 
Mstep: Class 9 contains 28849 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 78175 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135539 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7413 members 
Mstep: Class 29 contains 18590 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24135 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66675 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19531 members 
Mstep: Class 45 contains 11037 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10133 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239835 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5726 members 
Mstep: Class 57 contains 3253 members 
Mstep: Class 58 contains 7948 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5054 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490640.000000 Penalty: 248604.390625
Iteration 258Q: 73 clusters Score -1.344906e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 36066 members 
Mstep: Class 8 contains 47779 members 
Mstep: Class 9 contains 28881 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 78166 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135535 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7416 members 
Mstep: Class 29 contains 18543 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24145 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66675 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19507 members 
Mstep: Class 45 contains 11038 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239837 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5726 members 
Mstep: Class 57 contains 3254 members 
Mstep: Class 58 contains 7974 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5056 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490640.000000 Penalty: 248604.390625
Iteration 259Q: 73 clusters Score -1.344906e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 36065 members 
Mstep: Class 8 contains 47783 members 
Mstep: Class 9 contains 28919 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 78161 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135537 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7420 members 
Mstep: Class 29 contains 18500 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24141 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12168 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66674 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19468 members 
Mstep: Class 45 contains 11039 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239838 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5726 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8002 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5057 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 248604.390625
Iteration 260F: 73 clusters Score -1.344907e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42621 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 47789 members 
Mstep: Class 9 contains 28972 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 78158 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135528 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18326 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7425 members 
Mstep: Class 29 contains 18445 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24147 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12167 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1779 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66673 members 
Mstep: Class 43 contains 8905 members 
Mstep: Class 44 contains 19425 members 
Mstep: Class 45 contains 11041 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3296 members 
Mstep: Class 53 contains 239840 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5726 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8028 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5058 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490704.000000 Penalty: 248604.390625
Iteration 261Q: 73 clusters Score -1.344907e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42621 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 47791 members 
Mstep: Class 9 contains 29035 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 78153 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135520 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18334 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7427 members 
Mstep: Class 29 contains 18390 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24149 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12166 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1780 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66672 members 
Mstep: Class 43 contains 8904 members 
Mstep: Class 44 contains 19389 members 
Mstep: Class 45 contains 11044 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7360 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239838 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8060 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5056 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490912.000000 Penalty: 248604.390625
Iteration 262Q: 73 clusters Score -1.344909e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42621 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 36057 members 
Mstep: Class 8 contains 47786 members 
Mstep: Class 9 contains 29100 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 78149 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135515 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18348 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7429 members 
Mstep: Class 29 contains 18338 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24146 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12164 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1781 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66672 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19354 members 
Mstep: Class 45 contains 11048 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239834 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8095 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5057 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490880.000000 Penalty: 248604.390625
Iteration 263Q: 73 clusters Score -1.344909e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36057 members 
Mstep: Class 8 contains 47785 members 
Mstep: Class 9 contains 29163 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 78143 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135517 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18355 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 7433 members 
Mstep: Class 29 contains 18296 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24131 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 12160 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1783 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66672 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19318 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239835 members 
Mstep: Class 54 contains 8621 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8119 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490800.000000 Penalty: 248604.390625
Iteration 264Q: 73 clusters Score -1.344908e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36056 members 
Mstep: Class 8 contains 47787 members 
Mstep: Class 9 contains 29243 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 78128 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135513 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18361 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7218 members 
Mstep: Class 28 contains 7436 members 
Mstep: Class 29 contains 18255 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24122 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12160 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1786 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66671 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19267 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239835 members 
Mstep: Class 54 contains 8621 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8142 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3689 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5057 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 248604.390625
Iteration 265Q: 73 clusters Score -1.344908e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35677 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42623 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36054 members 
Mstep: Class 8 contains 47793 members 
Mstep: Class 9 contains 29320 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 78108 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18372 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 7440 members 
Mstep: Class 29 contains 18215 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24115 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10349 members 
Mstep: Class 34 contains 12159 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66671 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19224 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8163 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3690 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490848.000000 Penalty: 248604.390625
Iteration 266Q: 73 clusters Score -1.344908e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35677 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42623 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 47801 members 
Mstep: Class 9 contains 29389 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 78099 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135513 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18387 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7443 members 
Mstep: Class 29 contains 18170 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24098 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12158 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1789 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66671 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19177 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10141 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239830 members 
Mstep: Class 54 contains 8622 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5727 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8184 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12229 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3339 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5052 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490912.000000 Penalty: 248604.390625
Iteration 267Q: 73 clusters Score -1.344909e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36051 members 
Mstep: Class 8 contains 47805 members 
Mstep: Class 9 contains 29446 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 78087 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135513 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18395 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7449 members 
Mstep: Class 29 contains 18145 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24080 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12158 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1790 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66671 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19123 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10144 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239828 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5728 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8214 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490832.000000 Penalty: 248604.390625
Iteration 268Q: 73 clusters Score -1.344908e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36047 members 
Mstep: Class 8 contains 47804 members 
Mstep: Class 9 contains 29493 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11182 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 78088 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135512 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7457 members 
Mstep: Class 29 contains 18117 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24062 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10345 members 
Mstep: Class 34 contains 12158 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1790 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66670 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19080 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10145 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239827 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5728 members 
Mstep: Class 57 contains 3255 members 
Mstep: Class 58 contains 8246 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5052 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490816.000000 Penalty: 248604.390625
Iteration 269Q: 73 clusters Score -1.344908e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36044 members 
Mstep: Class 8 contains 47804 members 
Mstep: Class 9 contains 29539 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11179 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 78081 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135511 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18409 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7465 members 
Mstep: Class 29 contains 18090 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24056 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66669 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19034 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239830 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5729 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8267 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490816.000000 Penalty: 248604.390625
Iteration 270Q: 73 clusters Score -1.344908e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36043 members 
Mstep: Class 8 contains 47811 members 
Mstep: Class 9 contains 29580 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11180 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6518 members 
Mstep: Class 14 contains 78073 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18412 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7469 members 
Mstep: Class 29 contains 18054 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24045 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66669 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 19009 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239831 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5731 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8292 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5052 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490800.000000 Penalty: 248604.390625
Iteration 271Q: 73 clusters Score -1.344908e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 36042 members 
Mstep: Class 8 contains 47810 members 
Mstep: Class 9 contains 29611 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11179 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 78068 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135511 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18414 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7471 members 
Mstep: Class 29 contains 18018 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24040 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66669 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 18994 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239830 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5731 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8315 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5052 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490832.000000 Penalty: 248604.390625
Iteration 272Q: 73 clusters Score -1.344908e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 36042 members 
Mstep: Class 8 contains 47815 members 
Mstep: Class 9 contains 29649 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6518 members 
Mstep: Class 14 contains 78062 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135510 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18415 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3136 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7473 members 
Mstep: Class 29 contains 17974 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24042 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66669 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 18971 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239828 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5731 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8343 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5054 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490864.000000 Penalty: 248604.390625
Iteration 273Q: 73 clusters Score -1.344909e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36040 members 
Mstep: Class 8 contains 47818 members 
Mstep: Class 9 contains 29695 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 78062 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135508 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18418 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 7474 members 
Mstep: Class 29 contains 17931 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24039 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 18953 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239829 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5731 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8365 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5052 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491024.000000 Penalty: 248604.390625
Iteration 274Q: 73 clusters Score -1.34491e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 47823 members 
Mstep: Class 9 contains 29740 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11174 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 78062 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135503 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18421 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7476 members 
Mstep: Class 29 contains 17878 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24035 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 18941 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10146 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7359 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239829 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5733 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8388 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490976.000000 Penalty: 248604.390625
Iteration 275Q: 73 clusters Score -1.34491e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 36039 members 
Mstep: Class 8 contains 47824 members 
Mstep: Class 9 contains 29782 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 78061 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135503 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18424 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7480 members 
Mstep: Class 29 contains 17827 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24032 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66669 members 
Mstep: Class 43 contains 8903 members 
Mstep: Class 44 contains 18928 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10142 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239831 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5734 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8410 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491024.000000 Penalty: 248604.390625
Iteration 276Q: 73 clusters Score -1.34491e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36037 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29831 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 78080 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135498 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18431 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7482 members 
Mstep: Class 29 contains 17760 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24018 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1791 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8902 members 
Mstep: Class 44 contains 18903 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239832 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8442 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5053 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491104.000000 Penalty: 248604.390625
Iteration 277Q: 73 clusters Score -1.344911e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47821 members 
Mstep: Class 9 contains 29878 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11179 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78093 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135504 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18434 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3133 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7485 members 
Mstep: Class 29 contains 17693 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24003 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8902 members 
Mstep: Class 44 contains 18885 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 2791 members 
Mstep: Class 49 contains 7361 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5736 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8473 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5051 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491152.000000 Penalty: 248604.390625
Iteration 278Q: 73 clusters Score -1.344912e+08 nChanged 171
Entering ConstructFrom: 
Score: -134491152.000000 Penalty: 248604.390625
Entering ConstructFrom: 
Trying to split cluster 1 (11032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Entering Unmasked Estep 
Score: -1342727.375000 Penalty: 2308.521729
	Iteration 0F: 2 clusters Score -1342727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1334437.750000 Penalty: 4617.043457
	Iteration 0F: 3 clusters Score -1334438 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1337193.250000 Penalty: 4617.043457
	Iteration 1F: 3 clusters Score -1337193 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1337706.625000 Penalty: 4617.043457
	Iteration 2F: 3 clusters Score -1337707 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1338186.625000 Penalty: 4617.043457
	Iteration 3F: 3 clusters Score -1338187 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1338632.875000 Penalty: 4617.043457
	Iteration 4F: 3 clusters Score -1338633 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1339028.750000 Penalty: 4617.043457
	Iteration 5F: 3 clusters Score -1339029 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1339365.250000 Penalty: 4617.043457
	Iteration 6Q: 3 clusters Score -1339365 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1339647.125000 Penalty: 4617.043457
	Iteration 7Q: 3 clusters Score -1339647 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1339827.250000 Penalty: 4617.043457
	Iteration 8Q: 3 clusters Score -1339827 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1339934.875000 Penalty: 4617.043457
	Iteration 9Q: 3 clusters Score -1339935 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1340001.500000 Penalty: 4617.043457
	Iteration 10Q: 3 clusters Score -1340002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1340061.625000 Penalty: 4617.043457
	Iteration 11Q: 3 clusters Score -1340062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1340108.875000 Penalty: 4617.043457
	Iteration 12Q: 3 clusters Score -1340109 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1340148.750000 Penalty: 4617.043457
	Iteration 13Q: 3 clusters Score -1340149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1340203.625000 Penalty: 4617.043457
	Iteration 14Q: 3 clusters Score -1340204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1340252.375000 Penalty: 4617.043457
	Iteration 15Q: 3 clusters Score -1340252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1340292.250000 Penalty: 4617.043457
	Iteration 16Q: 3 clusters Score -1340292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1340330.875000 Penalty: 4617.043457
	Iteration 17Q: 3 clusters Score -1340331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1340394.375000 Penalty: 4617.043457
	Iteration 18Q: 3 clusters Score -1340394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1340470.250000 Penalty: 4617.043457
	Iteration 19Q: 3 clusters Score -1340470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1340573.125000 Penalty: 4617.043457
	Iteration 20F: 3 clusters Score -1340573 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1340688.375000 Penalty: 4617.043457
	Iteration 21Q: 3 clusters Score -1340688 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1340807.750000 Penalty: 4617.043457
	Iteration 22Q: 3 clusters Score -1340808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1340945.000000 Penalty: 4617.043457
	Iteration 23Q: 3 clusters Score -1340945 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1341087.500000 Penalty: 4617.043457
	Iteration 24Q: 3 clusters Score -1341088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1341219.625000 Penalty: 4617.043457
	Iteration 25Q: 3 clusters Score -1341220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1341331.625000 Penalty: 4617.043457
	Iteration 26Q: 3 clusters Score -1341332 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1341407.375000 Penalty: 4617.043457
	Iteration 27Q: 3 clusters Score -1341407 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1341448.125000 Penalty: 4617.043457
	Iteration 28Q: 3 clusters Score -1341448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1341486.875000 Penalty: 4617.043457
	Iteration 29Q: 3 clusters Score -1341487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1341516.125000 Penalty: 4617.043457
	Iteration 30Q: 3 clusters Score -1341516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1341541.375000 Penalty: 4617.043457
	Iteration 31Q: 3 clusters Score -1341541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1341574.375000 Penalty: 4617.043457
	Iteration 32Q: 3 clusters Score -1341574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1341608.375000 Penalty: 4617.043457
	Iteration 33Q: 3 clusters Score -1341608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1341661.875000 Penalty: 4617.043457
	Iteration 34Q: 3 clusters Score -1341662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1341731.125000 Penalty: 4617.043457
	Iteration 35Q: 3 clusters Score -1341731 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1341818.500000 Penalty: 4617.043457
	Iteration 36Q: 3 clusters Score -1341818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1341911.250000 Penalty: 4617.043457
	Iteration 37Q: 3 clusters Score -1341911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1342015.625000 Penalty: 4617.043457
	Iteration 38Q: 3 clusters Score -1342016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1342109.125000 Penalty: 4617.043457
	Iteration 39Q: 3 clusters Score -1342109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1342192.625000 Penalty: 4617.043457
	Iteration 40F: 3 clusters Score -1342193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1342234.125000 Penalty: 4617.043457
	Iteration 41Q: 3 clusters Score -1342234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1342254.750000 Penalty: 4617.043457
	Iteration 42Q: 3 clusters Score -1342255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1342272.875000 Penalty: 4617.043457
	Iteration 43Q: 3 clusters Score -1342273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1342281.875000 Penalty: 4617.043457
	Iteration 44Q: 3 clusters Score -1342282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1342286.250000 Penalty: 4617.043457
	Iteration 45Q: 3 clusters Score -1342286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1342287.500000 Penalty: 4617.043457
	Iteration 46Q: 3 clusters Score -1342288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1342289.125000 Penalty: 4617.043457
	Iteration 47Q: 3 clusters Score -1342289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1342289.125000 Penalty: 4617.043457
	Iteration 48Q: 3 clusters Score -1342289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1342288.000000 Penalty: 4617.043457
	Iteration 49Q: 3 clusters Score -1342288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1342291.875000 Penalty: 4617.043457
	Iteration 50Q: 3 clusters Score -1342292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1342293.000000 Penalty: 4617.043457
	Iteration 51Q: 3 clusters Score -1342293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1342290.625000 Penalty: 4617.043457
	Iteration 52Q: 3 clusters Score -1342291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1342293.375000 Penalty: 4617.043457
	Iteration 53Q: 3 clusters Score -1342293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1342293.250000 Penalty: 4617.043457
	Iteration 54Q: 3 clusters Score -1342293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1342292.500000 Penalty: 4617.043457
	Iteration 55Q: 3 clusters Score -1342292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1342293.000000 Penalty: 4617.043457
	Iteration 56Q: 3 clusters Score -1342293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1342293.750000 Penalty: 4617.043457
	Iteration 57Q: 3 clusters Score -1342294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1342295.250000 Penalty: 4617.043457
	Iteration 58Q: 3 clusters Score -1342295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1342292.125000 Penalty: 4617.043457
	Iteration 59Q: 3 clusters Score -1342292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1342292.375000 Penalty: 4617.043457
	Iteration 60F: 3 clusters Score -1342292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1342293.000000 Penalty: 4617.043457
	Iteration 61Q: 3 clusters Score -1342293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1342293.000000 Penalty: 4617.043457
	Iteration 62F: 3 clusters Score -1342293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Entering Unmasked Estep 
Score: -4515822.500000 Penalty: 2599.635742
	Iteration 0F: 2 clusters Score -4515822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4491556.000000 Penalty: 5199.271484
	Iteration 0F: 3 clusters Score -4491556 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4500108.500000 Penalty: 5199.271484
	Iteration 1F: 3 clusters Score -4500108 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4500658.500000 Penalty: 5199.271484
	Iteration 2Q: 3 clusters Score -4500658 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4501186.500000 Penalty: 5199.271484
	Iteration 3Q: 3 clusters Score -4501186 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4501832.000000 Penalty: 5199.271484
	Iteration 4Q: 3 clusters Score -4501832 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4502766.500000 Penalty: 5199.271484
	Iteration 5F: 3 clusters Score -4502766 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4504220.000000 Penalty: 5199.271484
	Iteration 6F: 3 clusters Score -4504220 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4506108.500000 Penalty: 5199.271484
	Iteration 7F: 3 clusters Score -4506108 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4508211.000000 Penalty: 5199.271484
	Iteration 8F: 3 clusters Score -4508211 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4510156.500000 Penalty: 5199.271484
	Iteration 9F: 3 clusters Score -4510156 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4511554.500000 Penalty: 5199.271484
	Iteration 10Q: 3 clusters Score -4511554 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4512409.500000 Penalty: 5199.271484
	Iteration 11Q: 3 clusters Score -4512410 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4512820.000000 Penalty: 5199.271484
	Iteration 12Q: 3 clusters Score -4512820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4513024.000000 Penalty: 5199.271484
	Iteration 13Q: 3 clusters Score -4513024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4513164.000000 Penalty: 5199.271484
	Iteration 14Q: 3 clusters Score -4513164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4513241.000000 Penalty: 5199.271484
	Iteration 15Q: 3 clusters Score -4513241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4513290.500000 Penalty: 5199.271484
	Iteration 16Q: 3 clusters Score -4513290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4513321.000000 Penalty: 5199.271484
	Iteration 17Q: 3 clusters Score -4513321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4513356.500000 Penalty: 5199.271484
	Iteration 18Q: 3 clusters Score -4513356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4513377.000000 Penalty: 5199.271484
	Iteration 19Q: 3 clusters Score -4513377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4513407.500000 Penalty: 5199.271484
	Iteration 20F: 3 clusters Score -4513408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4513424.000000 Penalty: 5199.271484
	Iteration 21Q: 3 clusters Score -4513424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4513430.000000 Penalty: 5199.271484
	Iteration 22Q: 3 clusters Score -4513430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4513444.000000 Penalty: 5199.271484
	Iteration 23Q: 3 clusters Score -4513444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4513461.500000 Penalty: 5199.271484
	Iteration 24Q: 3 clusters Score -4513462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4513473.500000 Penalty: 5199.271484
	Iteration 25Q: 3 clusters Score -4513474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4513478.000000 Penalty: 5199.271484
	Iteration 26Q: 3 clusters Score -4513478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4513480.500000 Penalty: 5199.271484
	Iteration 27Q: 3 clusters Score -4513480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4513493.000000 Penalty: 5199.271484
	Iteration 28Q: 3 clusters Score -4513493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4513503.000000 Penalty: 5199.271484
	Iteration 29Q: 3 clusters Score -4513503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4513519.500000 Penalty: 5199.271484
	Iteration 30Q: 3 clusters Score -4513520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4513512.500000 Penalty: 5199.271484
	Iteration 31Q: 3 clusters Score -4513512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4513508.000000 Penalty: 5199.271484
	Iteration 32Q: 3 clusters Score -4513508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4513512.500000 Penalty: 5199.271484
	Iteration 33Q: 3 clusters Score -4513512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4513515.500000 Penalty: 5199.271484
	Iteration 34Q: 3 clusters Score -4513516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4513515.000000 Penalty: 5199.271484
	Iteration 35Q: 3 clusters Score -4513515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4513520.500000 Penalty: 5199.271484
	Iteration 36Q: 3 clusters Score -4513520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4513518.000000 Penalty: 5199.271484
	Iteration 37Q: 3 clusters Score -4513518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4513517.000000 Penalty: 5199.271484
	Iteration 38Q: 3 clusters Score -4513517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4513518.500000 Penalty: 5199.271484
	Iteration 39Q: 3 clusters Score -4513518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4513518.500000 Penalty: 5199.271484
	Iteration 40F: 3 clusters Score -4513518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -592642.500000 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -592642.5 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 2414 members 
Entering Unmasked Estep 
Score: -588232.000000 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -588232 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -589183.000000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -589183 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -589392.000000 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -589392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -589558.750000 Penalty: 4208.601562
	Iteration 3Q: 3 clusters Score -589558.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -589700.312500 Penalty: 4208.601562
	Iteration 4Q: 3 clusters Score -589700.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -589843.250000 Penalty: 4208.601562
	Iteration 5Q: 3 clusters Score -589843.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -589961.500000 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -589961.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -590066.187500 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -590066.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -590175.687500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -590175.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -590304.250000 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -590304.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -590440.312500 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -590440.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -590569.250000 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -590569.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -590701.562500 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -590701.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -590816.125000 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -590816.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -590906.000000 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -590906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -590971.812500 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -590971.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -591018.062500 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -591018.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -591052.187500 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -591052.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -591072.000000 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -591072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -591088.125000 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -591088.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -591096.562500 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -591096.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -591103.875000 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -591103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -591107.187500 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -591107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -591111.250000 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -591111.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -591120.812500 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -591120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -591126.375000 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -591126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -591133.875000 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -591133.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -591137.187500 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -591137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -591141.687500 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -591141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -591144.125000 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -591144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -591145.125000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -591145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -591147.125000 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -591147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -591148.562500 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -591148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -591150.750000 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -591150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -591153.062500 Penalty: 4208.601562
	Iteration 34Q: 3 clusters Score -591153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -591156.625000 Penalty: 4208.601562
	Iteration 35Q: 3 clusters Score -591156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -591161.375000 Penalty: 4208.601562
	Iteration 36Q: 3 clusters Score -591161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -591164.375000 Penalty: 4208.601562
	Iteration 37Q: 3 clusters Score -591164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -591166.000000 Penalty: 4208.601562
	Iteration 38Q: 3 clusters Score -591166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -591168.625000 Penalty: 4208.601562
	Iteration 39Q: 3 clusters Score -591168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -591171.875000 Penalty: 4208.601562
	Iteration 40F: 3 clusters Score -591171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -591173.687500 Penalty: 4208.601562
	Iteration 41Q: 3 clusters Score -591173.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -591179.437500 Penalty: 4208.601562
	Iteration 42Q: 3 clusters Score -591179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -591182.000000 Penalty: 4208.601562
	Iteration 43Q: 3 clusters Score -591182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -591185.125000 Penalty: 4208.601562
	Iteration 44Q: 3 clusters Score -591185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -591185.687500 Penalty: 4208.601562
	Iteration 45Q: 3 clusters Score -591185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -591188.000000 Penalty: 4208.601562
	Iteration 46Q: 3 clusters Score -591188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -591188.062500 Penalty: 4208.601562
	Iteration 47Q: 3 clusters Score -591188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -591188.000000 Penalty: 4208.601562
	Iteration 48Q: 3 clusters Score -591188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -591189.000000 Penalty: 4208.601562
	Iteration 49Q: 3 clusters Score -591189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -591189.000000 Penalty: 4208.601562
	Iteration 50Q: 3 clusters Score -591189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -591189.000000 Penalty: 4208.601562
	Iteration 51F: 3 clusters Score -591189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -1127106.250000 Penalty: 2190.192139
	Iteration 0F: 2 clusters Score -1127106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1121398.000000 Penalty: 4380.384277
	Iteration 0F: 3 clusters Score -1121398 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1123154.750000 Penalty: 4380.384277
	Iteration 1F: 3 clusters Score -1123155 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1123620.125000 Penalty: 4380.384277
	Iteration 2F: 3 clusters Score -1123620 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1124013.875000 Penalty: 4380.384277
	Iteration 3F: 3 clusters Score -1124014 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1124365.875000 Penalty: 4380.384277
	Iteration 4F: 3 clusters Score -1124366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1124658.875000 Penalty: 4380.384277
	Iteration 5F: 3 clusters Score -1124659 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1124905.750000 Penalty: 4380.384277
	Iteration 6Q: 3 clusters Score -1124906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1125100.250000 Penalty: 4380.384277
	Iteration 7Q: 3 clusters Score -1125100 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1125256.875000 Penalty: 4380.384277
	Iteration 8Q: 3 clusters Score -1125257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1125394.875000 Penalty: 4380.384277
	Iteration 9Q: 3 clusters Score -1125395 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1125502.125000 Penalty: 4380.384277
	Iteration 10Q: 3 clusters Score -1125502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1125596.500000 Penalty: 4380.384277
	Iteration 11Q: 3 clusters Score -1125596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1125668.375000 Penalty: 4380.384277
	Iteration 12Q: 3 clusters Score -1125668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1125732.750000 Penalty: 4380.384277
	Iteration 13Q: 3 clusters Score -1125733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1125789.375000 Penalty: 4380.384277
	Iteration 14Q: 3 clusters Score -1125789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1125847.250000 Penalty: 4380.384277
	Iteration 15Q: 3 clusters Score -1125847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1125899.250000 Penalty: 4380.384277
	Iteration 16Q: 3 clusters Score -1125899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1125946.625000 Penalty: 4380.384277
	Iteration 17Q: 3 clusters Score -1125947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1126007.500000 Penalty: 4380.384277
	Iteration 18Q: 3 clusters Score -1126008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1126077.000000 Penalty: 4380.384277
	Iteration 19Q: 3 clusters Score -1126077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1126146.625000 Penalty: 4380.384277
	Iteration 20F: 3 clusters Score -1126147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1126204.000000 Penalty: 4380.384277
	Iteration 21Q: 3 clusters Score -1126204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1126275.250000 Penalty: 4380.384277
	Iteration 22Q: 3 clusters Score -1126275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1126352.375000 Penalty: 4380.384277
	Iteration 23Q: 3 clusters Score -1126352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1126449.250000 Penalty: 4380.384277
	Iteration 24Q: 3 clusters Score -1126449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1126531.500000 Penalty: 4380.384277
	Iteration 25Q: 3 clusters Score -1126532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1126645.875000 Penalty: 4380.384277
	Iteration 26Q: 3 clusters Score -1126646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1126783.625000 Penalty: 4380.384277
	Iteration 27Q: 3 clusters Score -1126784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1126982.375000 Penalty: 4380.384277
	Iteration 28Q: 3 clusters Score -1126982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1127169.625000 Penalty: 4380.384277
	Iteration 29Q: 3 clusters Score -1127170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1127278.250000 Penalty: 4380.384277
	Iteration 30Q: 3 clusters Score -1127278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1127350.125000 Penalty: 4380.384277
	Iteration 31Q: 3 clusters Score -1127350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1127415.125000 Penalty: 4380.384277
	Iteration 32Q: 3 clusters Score -1127415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1127488.625000 Penalty: 4380.384277
	Iteration 33Q: 3 clusters Score -1127489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1127531.000000 Penalty: 4380.384277
	Iteration 34Q: 3 clusters Score -1127531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1127580.125000 Penalty: 4380.384277
	Iteration 35Q: 3 clusters Score -1127580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1127641.375000 Penalty: 4380.384277
	Iteration 36Q: 3 clusters Score -1127641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1127714.375000 Penalty: 4380.384277
	Iteration 37Q: 3 clusters Score -1127714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1127792.250000 Penalty: 4380.384277
	Iteration 38Q: 3 clusters Score -1127792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1127914.000000 Penalty: 4380.384277
	Iteration 39Q: 3 clusters Score -1127914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1128058.750000 Penalty: 4380.384277
	Iteration 40F: 3 clusters Score -1128059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1128186.625000 Penalty: 4380.384277
	Iteration 41Q: 3 clusters Score -1128187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1128244.000000 Penalty: 4380.384277
	Iteration 42Q: 3 clusters Score -1128244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1128253.625000 Penalty: 4380.384277
	Iteration 43Q: 3 clusters Score -1128254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1128260.875000 Penalty: 4380.384277
	Iteration 44Q: 3 clusters Score -1128261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1128260.875000 Penalty: 4380.384277
	Iteration 45F: 3 clusters Score -1128261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Entering Unmasked Estep 
Score: -134491168.000000 Penalty: 252057.234375
Splitting cluster 4 changes total score from -134491152.000000 to -134491168.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 5 (42622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Entering Unmasked Estep 
Score: -5348673.500000 Penalty: 2643.711182
	Iteration 0F: 2 clusters Score -5348674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5320071.500000 Penalty: 5287.422363
	Iteration 0F: 3 clusters Score -5320072 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5330826.000000 Penalty: 5287.422363
	Iteration 1F: 3 clusters Score -5330826 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5331503.000000 Penalty: 5287.422363
	Iteration 2Q: 3 clusters Score -5331503 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5332330.500000 Penalty: 5287.422363
	Iteration 3Q: 3 clusters Score -5332330 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5333527.500000 Penalty: 5287.422363
	Iteration 4F: 3 clusters Score -5333528 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -5335183.000000 Penalty: 5287.422363
	Iteration 5F: 3 clusters Score -5335183 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -5337409.500000 Penalty: 5287.422363
	Iteration 6F: 3 clusters Score -5337410 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5340102.500000 Penalty: 5287.422363
	Iteration 7F: 3 clusters Score -5340102 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -5342703.500000 Penalty: 5287.422363
	Iteration 8F: 3 clusters Score -5342704 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5344578.500000 Penalty: 5287.422363
	Iteration 9Q: 3 clusters Score -5344578 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5345581.000000 Penalty: 5287.422363
	Iteration 10Q: 3 clusters Score -5345581 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5346090.500000 Penalty: 5287.422363
	Iteration 11Q: 3 clusters Score -5346090 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5346312.000000 Penalty: 5287.422363
	Iteration 12Q: 3 clusters Score -5346312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5346475.000000 Penalty: 5287.422363
	Iteration 13Q: 3 clusters Score -5346475 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5346547.000000 Penalty: 5287.422363
	Iteration 14Q: 3 clusters Score -5346547 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5346612.500000 Penalty: 5287.422363
	Iteration 15Q: 3 clusters Score -5346612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5346638.500000 Penalty: 5287.422363
	Iteration 16Q: 3 clusters Score -5346638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5346684.500000 Penalty: 5287.422363
	Iteration 17Q: 3 clusters Score -5346684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5346716.000000 Penalty: 5287.422363
	Iteration 18Q: 3 clusters Score -5346716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5346729.500000 Penalty: 5287.422363
	Iteration 19Q: 3 clusters Score -5346730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5346746.000000 Penalty: 5287.422363
	Iteration 20F: 3 clusters Score -5346746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5346758.000000 Penalty: 5287.422363
	Iteration 21Q: 3 clusters Score -5346758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5346767.500000 Penalty: 5287.422363
	Iteration 22Q: 3 clusters Score -5346768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5346780.500000 Penalty: 5287.422363
	Iteration 23Q: 3 clusters Score -5346780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5346786.000000 Penalty: 5287.422363
	Iteration 24Q: 3 clusters Score -5346786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5346791.500000 Penalty: 5287.422363
	Iteration 25Q: 3 clusters Score -5346792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5346802.500000 Penalty: 5287.422363
	Iteration 26Q: 3 clusters Score -5346802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5346805.000000 Penalty: 5287.422363
	Iteration 27Q: 3 clusters Score -5346805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5346808.000000 Penalty: 5287.422363
	Iteration 28Q: 3 clusters Score -5346808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5346804.500000 Penalty: 5287.422363
	Iteration 29Q: 3 clusters Score -5346804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5346812.500000 Penalty: 5287.422363
	Iteration 30Q: 3 clusters Score -5346812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5346810.000000 Penalty: 5287.422363
	Iteration 31Q: 3 clusters Score -5346810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5346816.500000 Penalty: 5287.422363
	Iteration 32Q: 3 clusters Score -5346816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5346822.000000 Penalty: 5287.422363
	Iteration 33Q: 3 clusters Score -5346822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5346822.500000 Penalty: 5287.422363
	Iteration 34Q: 3 clusters Score -5346822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5346827.500000 Penalty: 5287.422363
	Iteration 35Q: 3 clusters Score -5346828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5346824.000000 Penalty: 5287.422363
	Iteration 36Q: 3 clusters Score -5346824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5346828.500000 Penalty: 5287.422363
	Iteration 37Q: 3 clusters Score -5346828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5346827.500000 Penalty: 5287.422363
	Iteration 38Q: 3 clusters Score -5346828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5346827.500000 Penalty: 5287.422363
	Iteration 39F: 3 clusters Score -5346828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Entering Unmasked Estep 
Score: -4303851.000000 Penalty: 2589.897217
	Iteration 0F: 2 clusters Score -4303851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4280514.500000 Penalty: 5179.794434
	Iteration 0F: 3 clusters Score -4280514 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4289272.000000 Penalty: 5179.794434
	Iteration 1F: 3 clusters Score -4289272 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4289836.000000 Penalty: 5179.794434
	Iteration 2Q: 3 clusters Score -4289836 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4290424.000000 Penalty: 5179.794434
	Iteration 3Q: 3 clusters Score -4290424 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4291077.500000 Penalty: 5179.794434
	Iteration 4Q: 3 clusters Score -4291078 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4291756.500000 Penalty: 5179.794434
	Iteration 5Q: 3 clusters Score -4291756 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4292451.500000 Penalty: 5179.794434
	Iteration 6Q: 3 clusters Score -4292452 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4293136.000000 Penalty: 5179.794434
	Iteration 7Q: 3 clusters Score -4293136 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4293858.500000 Penalty: 5179.794434
	Iteration 8Q: 3 clusters Score -4293858 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4294583.500000 Penalty: 5179.794434
	Iteration 9Q: 3 clusters Score -4294584 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4295415.000000 Penalty: 5179.794434
	Iteration 10Q: 3 clusters Score -4295415 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4296314.500000 Penalty: 5179.794434
	Iteration 11Q: 3 clusters Score -4296314 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4297137.500000 Penalty: 5179.794434
	Iteration 12Q: 3 clusters Score -4297138 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4297849.500000 Penalty: 5179.794434
	Iteration 13Q: 3 clusters Score -4297850 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4298406.500000 Penalty: 5179.794434
	Iteration 14Q: 3 clusters Score -4298406 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4298915.000000 Penalty: 5179.794434
	Iteration 15Q: 3 clusters Score -4298915 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4299433.500000 Penalty: 5179.794434
	Iteration 16Q: 3 clusters Score -4299434 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4299891.500000 Penalty: 5179.794434
	Iteration 17Q: 3 clusters Score -4299892 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4300407.500000 Penalty: 5179.794434
	Iteration 18Q: 3 clusters Score -4300408 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4300937.000000 Penalty: 5179.794434
	Iteration 19Q: 3 clusters Score -4300937 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4301411.500000 Penalty: 5179.794434
	Iteration 20F: 3 clusters Score -4301412 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4301837.000000 Penalty: 5179.794434
	Iteration 21Q: 3 clusters Score -4301837 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4302192.500000 Penalty: 5179.794434
	Iteration 22Q: 3 clusters Score -4302192 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4302502.500000 Penalty: 5179.794434
	Iteration 23Q: 3 clusters Score -4302502 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4302675.000000 Penalty: 5179.794434
	Iteration 24Q: 3 clusters Score -4302675 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4302821.000000 Penalty: 5179.794434
	Iteration 25Q: 3 clusters Score -4302821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4302938.500000 Penalty: 5179.794434
	Iteration 26Q: 3 clusters Score -4302938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4303032.500000 Penalty: 5179.794434
	Iteration 27Q: 3 clusters Score -4303032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4303087.500000 Penalty: 5179.794434
	Iteration 28Q: 3 clusters Score -4303088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4303119.000000 Penalty: 5179.794434
	Iteration 29Q: 3 clusters Score -4303119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4303143.000000 Penalty: 5179.794434
	Iteration 30Q: 3 clusters Score -4303143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4303152.500000 Penalty: 5179.794434
	Iteration 31Q: 3 clusters Score -4303152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4303156.000000 Penalty: 5179.794434
	Iteration 32Q: 3 clusters Score -4303156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4303159.500000 Penalty: 5179.794434
	Iteration 33Q: 3 clusters Score -4303160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4303159.000000 Penalty: 5179.794434
	Iteration 34Q: 3 clusters Score -4303159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4303158.000000 Penalty: 5179.794434
	Iteration 35Q: 3 clusters Score -4303158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4303156.500000 Penalty: 5179.794434
	Iteration 36Q: 3 clusters Score -4303156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4303158.500000 Penalty: 5179.794434
	Iteration 37Q: 3 clusters Score -4303158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4303158.500000 Penalty: 5179.794434
	Iteration 38Q: 3 clusters Score -4303158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4303158.000000 Penalty: 5179.794434
	Iteration 39Q: 3 clusters Score -4303158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4303159.000000 Penalty: 5179.794434
	Iteration 40F: 3 clusters Score -4303159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4303161.000000 Penalty: 5179.794434
	Iteration 41Q: 3 clusters Score -4303161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4303162.000000 Penalty: 5179.794434
	Iteration 42Q: 3 clusters Score -4303162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4303164.000000 Penalty: 5179.794434
	Iteration 43Q: 3 clusters Score -4303164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4303164.000000 Penalty: 5179.794434
	Iteration 44F: 3 clusters Score -4303164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Entering Unmasked Estep 
Score: -4500770.000000 Penalty: 2602.083740
	Iteration 0F: 2 clusters Score -4500770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4475920.000000 Penalty: 5204.167480
	Iteration 0F: 3 clusters Score -4475920 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4485167.000000 Penalty: 5204.167480
	Iteration 1F: 3 clusters Score -4485167 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4485692.000000 Penalty: 5204.167480
	Iteration 2Q: 3 clusters Score -4485692 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4486193.500000 Penalty: 5204.167480
	Iteration 3Q: 3 clusters Score -4486194 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4486675.000000 Penalty: 5204.167480
	Iteration 4Q: 3 clusters Score -4486675 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4487331.000000 Penalty: 5204.167480
	Iteration 5Q: 3 clusters Score -4487331 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4488176.500000 Penalty: 5204.167480
	Iteration 6Q: 3 clusters Score -4488176 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4489443.000000 Penalty: 5204.167480
	Iteration 7F: 3 clusters Score -4489443 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4491298.500000 Penalty: 5204.167480
	Iteration 8F: 3 clusters Score -4491298 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4493531.500000 Penalty: 5204.167480
	Iteration 9F: 3 clusters Score -4493532 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4495610.000000 Penalty: 5204.167480
	Iteration 10F: 3 clusters Score -4495610 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4497011.000000 Penalty: 5204.167480
	Iteration 11Q: 3 clusters Score -4497011 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4497790.000000 Penalty: 5204.167480
	Iteration 12Q: 3 clusters Score -4497790 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4498117.500000 Penalty: 5204.167480
	Iteration 13Q: 3 clusters Score -4498118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4498266.500000 Penalty: 5204.167480
	Iteration 14Q: 3 clusters Score -4498266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4498369.500000 Penalty: 5204.167480
	Iteration 15Q: 3 clusters Score -4498370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4498412.500000 Penalty: 5204.167480
	Iteration 16Q: 3 clusters Score -4498412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4498457.500000 Penalty: 5204.167480
	Iteration 17Q: 3 clusters Score -4498458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4498474.500000 Penalty: 5204.167480
	Iteration 18Q: 3 clusters Score -4498474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4498481.500000 Penalty: 5204.167480
	Iteration 19Q: 3 clusters Score -4498482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4498495.500000 Penalty: 5204.167480
	Iteration 20F: 3 clusters Score -4498496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4498499.000000 Penalty: 5204.167480
	Iteration 21Q: 3 clusters Score -4498499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4498511.500000 Penalty: 5204.167480
	Iteration 22Q: 3 clusters Score -4498512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4498515.500000 Penalty: 5204.167480
	Iteration 23Q: 3 clusters Score -4498516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4498520.000000 Penalty: 5204.167480
	Iteration 24Q: 3 clusters Score -4498520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4498523.000000 Penalty: 5204.167480
	Iteration 25Q: 3 clusters Score -4498523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4498523.500000 Penalty: 5204.167480
	Iteration 26Q: 3 clusters Score -4498524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4498524.000000 Penalty: 5204.167480
	Iteration 27Q: 3 clusters Score -4498524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4498524.000000 Penalty: 5204.167480
	Iteration 28F: 3 clusters Score -4498524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Entering Unmasked Estep 
Score: -5546199.000000 Penalty: 2672.259766
	Iteration 0F: 2 clusters Score -5546199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5513808.500000 Penalty: 5344.519531
	Iteration 0F: 3 clusters Score -5513808 nChanged 22070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5526205.500000 Penalty: 5344.519531
	Iteration 1F: 3 clusters Score -5526206 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -5527069.000000 Penalty: 5344.519531
	Iteration 2Q: 3 clusters Score -5527069 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5527933.500000 Penalty: 5344.519531
	Iteration 3Q: 3 clusters Score -5527934 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5529118.000000 Penalty: 5344.519531
	Iteration 4F: 3 clusters Score -5529118 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5530573.500000 Penalty: 5344.519531
	Iteration 5F: 3 clusters Score -5530574 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5532537.500000 Penalty: 5344.519531
	Iteration 6F: 3 clusters Score -5532538 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5534972.000000 Penalty: 5344.519531
	Iteration 7F: 3 clusters Score -5534972 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5537416.500000 Penalty: 5344.519531
	Iteration 8F: 3 clusters Score -5537416 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5539495.000000 Penalty: 5344.519531
	Iteration 9F: 3 clusters Score -5539495 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5540914.000000 Penalty: 5344.519531
	Iteration 10Q: 3 clusters Score -5540914 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5541902.500000 Penalty: 5344.519531
	Iteration 11Q: 3 clusters Score -5541902 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5542484.500000 Penalty: 5344.519531
	Iteration 12Q: 3 clusters Score -5542484 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5542896.500000 Penalty: 5344.519531
	Iteration 13Q: 3 clusters Score -5542896 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5543223.000000 Penalty: 5344.519531
	Iteration 14Q: 3 clusters Score -5543223 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5543465.000000 Penalty: 5344.519531
	Iteration 15Q: 3 clusters Score -5543465 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5543645.000000 Penalty: 5344.519531
	Iteration 16Q: 3 clusters Score -5543645 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5543789.000000 Penalty: 5344.519531
	Iteration 17Q: 3 clusters Score -5543789 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5543873.000000 Penalty: 5344.519531
	Iteration 18Q: 3 clusters Score -5543873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5543946.500000 Penalty: 5344.519531
	Iteration 19Q: 3 clusters Score -5543946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5544023.000000 Penalty: 5344.519531
	Iteration 20F: 3 clusters Score -5544023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5544053.500000 Penalty: 5344.519531
	Iteration 21Q: 3 clusters Score -5544054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5544104.000000 Penalty: 5344.519531
	Iteration 22Q: 3 clusters Score -5544104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5544133.000000 Penalty: 5344.519531
	Iteration 23Q: 3 clusters Score -5544133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5544153.500000 Penalty: 5344.519531
	Iteration 24Q: 3 clusters Score -5544154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5544164.500000 Penalty: 5344.519531
	Iteration 25Q: 3 clusters Score -5544164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5544178.500000 Penalty: 5344.519531
	Iteration 26Q: 3 clusters Score -5544178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5544180.000000 Penalty: 5344.519531
	Iteration 27Q: 3 clusters Score -5544180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5544188.000000 Penalty: 5344.519531
	Iteration 28Q: 3 clusters Score -5544188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5544193.500000 Penalty: 5344.519531
	Iteration 29Q: 3 clusters Score -5544194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5544190.500000 Penalty: 5344.519531
	Iteration 30Q: 3 clusters Score -5544190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5544202.000000 Penalty: 5344.519531
	Iteration 31Q: 3 clusters Score -5544202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5544202.000000 Penalty: 5344.519531
	Iteration 32Q: 3 clusters Score -5544202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5544208.500000 Penalty: 5344.519531
	Iteration 33Q: 3 clusters Score -5544208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5544207.000000 Penalty: 5344.519531
	Iteration 34Q: 3 clusters Score -5544207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5544210.500000 Penalty: 5344.519531
	Iteration 35Q: 3 clusters Score -5544210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5544209.500000 Penalty: 5344.519531
	Iteration 36Q: 3 clusters Score -5544210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5544208.500000 Penalty: 5344.519531
	Iteration 37Q: 3 clusters Score -5544208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5544211.000000 Penalty: 5344.519531
	Iteration 38Q: 3 clusters Score -5544211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5544207.000000 Penalty: 5344.519531
	Iteration 39Q: 3 clusters Score -5544207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5544217.000000 Penalty: 5344.519531
	Iteration 40F: 3 clusters Score -5544217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5544218.000000 Penalty: 5344.519531
	Iteration 41Q: 3 clusters Score -5544218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5544215.000000 Penalty: 5344.519531
	Iteration 42Q: 3 clusters Score -5544215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5544220.000000 Penalty: 5344.519531
	Iteration 43Q: 3 clusters Score -5544220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5544224.000000 Penalty: 5344.519531
	Iteration 44Q: 3 clusters Score -5544224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5544224.000000 Penalty: 5344.519531
	Iteration 45Q: 3 clusters Score -5544224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5544223.000000 Penalty: 5344.519531
	Iteration 46Q: 3 clusters Score -5544223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5544223.000000 Penalty: 5344.519531
	Iteration 47F: 3 clusters Score -5544223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Entering Unmasked Estep 
Score: -3709689.000000 Penalty: 2556.032715
	Iteration 0F: 2 clusters Score -3709689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3689247.250000 Penalty: 5112.065430
	Iteration 0F: 3 clusters Score -3689247 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3696557.250000 Penalty: 5112.065430
	Iteration 1F: 3 clusters Score -3696557 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3697214.250000 Penalty: 5112.065430
	Iteration 2F: 3 clusters Score -3697214 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3698026.500000 Penalty: 5112.065430
	Iteration 3F: 3 clusters Score -3698026 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3699126.750000 Penalty: 5112.065430
	Iteration 4F: 3 clusters Score -3699127 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3700622.250000 Penalty: 5112.065430
	Iteration 5F: 3 clusters Score -3700622 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3702308.750000 Penalty: 5112.065430
	Iteration 6F: 3 clusters Score -3702309 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3703807.750000 Penalty: 5112.065430
	Iteration 7F: 3 clusters Score -3703808 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3704871.250000 Penalty: 5112.065430
	Iteration 8F: 3 clusters Score -3704871 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3705601.250000 Penalty: 5112.065430
	Iteration 9Q: 3 clusters Score -3705601 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3706130.500000 Penalty: 5112.065430
	Iteration 10Q: 3 clusters Score -3706130 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3706565.500000 Penalty: 5112.065430
	Iteration 11Q: 3 clusters Score -3706566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3706840.250000 Penalty: 5112.065430
	Iteration 12Q: 3 clusters Score -3706840 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3707018.250000 Penalty: 5112.065430
	Iteration 13Q: 3 clusters Score -3707018 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3707151.500000 Penalty: 5112.065430
	Iteration 14Q: 3 clusters Score -3707152 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3707241.750000 Penalty: 5112.065430
	Iteration 15Q: 3 clusters Score -3707242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3707303.000000 Penalty: 5112.065430
	Iteration 16Q: 3 clusters Score -3707303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3707355.000000 Penalty: 5112.065430
	Iteration 17Q: 3 clusters Score -3707355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3707394.750000 Penalty: 5112.065430
	Iteration 18Q: 3 clusters Score -3707395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3707419.750000 Penalty: 5112.065430
	Iteration 19Q: 3 clusters Score -3707420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3707442.000000 Penalty: 5112.065430
	Iteration 20F: 3 clusters Score -3707442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3707459.000000 Penalty: 5112.065430
	Iteration 21Q: 3 clusters Score -3707459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3707475.500000 Penalty: 5112.065430
	Iteration 22Q: 3 clusters Score -3707476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3707478.000000 Penalty: 5112.065430
	Iteration 23Q: 3 clusters Score -3707478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3707483.000000 Penalty: 5112.065430
	Iteration 24Q: 3 clusters Score -3707483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3707489.750000 Penalty: 5112.065430
	Iteration 25Q: 3 clusters Score -3707490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3707495.000000 Penalty: 5112.065430
	Iteration 26Q: 3 clusters Score -3707495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3707502.000000 Penalty: 5112.065430
	Iteration 27Q: 3 clusters Score -3707502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3707508.750000 Penalty: 5112.065430
	Iteration 28Q: 3 clusters Score -3707509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3707512.750000 Penalty: 5112.065430
	Iteration 29Q: 3 clusters Score -3707513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3707521.750000 Penalty: 5112.065430
	Iteration 30Q: 3 clusters Score -3707522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3707528.750000 Penalty: 5112.065430
	Iteration 31Q: 3 clusters Score -3707529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3707533.500000 Penalty: 5112.065430
	Iteration 32Q: 3 clusters Score -3707534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3707538.500000 Penalty: 5112.065430
	Iteration 33Q: 3 clusters Score -3707538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3707539.750000 Penalty: 5112.065430
	Iteration 34Q: 3 clusters Score -3707540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3707544.750000 Penalty: 5112.065430
	Iteration 35Q: 3 clusters Score -3707545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3707549.500000 Penalty: 5112.065430
	Iteration 36Q: 3 clusters Score -3707550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3707548.500000 Penalty: 5112.065430
	Iteration 37Q: 3 clusters Score -3707548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3707560.000000 Penalty: 5112.065430
	Iteration 38Q: 3 clusters Score -3707560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3707562.000000 Penalty: 5112.065430
	Iteration 39Q: 3 clusters Score -3707562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3707570.500000 Penalty: 5112.065430
	Iteration 40F: 3 clusters Score -3707570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3707577.250000 Penalty: 5112.065430
	Iteration 41Q: 3 clusters Score -3707577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3707576.250000 Penalty: 5112.065430
	Iteration 42Q: 3 clusters Score -3707576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3707576.500000 Penalty: 5112.065430
	Iteration 43Q: 3 clusters Score -3707576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3707577.000000 Penalty: 5112.065430
	Iteration 44Q: 3 clusters Score -3707577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3707577.000000 Penalty: 5112.065430
	Iteration 45F: 3 clusters Score -3707577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46698.843750 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -46698.84 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 189 members 
Entering Unmasked Estep 
Score: -45451.542969 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -45451.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45737.074219 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -45737.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45804.785156 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -45804.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45830.121094 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -45830.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45856.011719 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -45856.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45921.425781 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -45921.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46137.410156 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -46137.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46167.175781 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -46167.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46176.609375 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -46176.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46176.609375 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -46176.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Entering Unmasked Estep 
Score: -1378397.375000 Penalty: 2311.715576
	Iteration 0F: 2 clusters Score -1378397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1369985.500000 Penalty: 4623.431152
	Iteration 0F: 3 clusters Score -1369986 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1372453.500000 Penalty: 4623.431152
	Iteration 1F: 3 clusters Score -1372454 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1372781.125000 Penalty: 4623.431152
	Iteration 2F: 3 clusters Score -1372781 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1373038.375000 Penalty: 4623.431152
	Iteration 3F: 3 clusters Score -1373038 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1373247.500000 Penalty: 4623.431152
	Iteration 4Q: 3 clusters Score -1373248 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1373429.125000 Penalty: 4623.431152
	Iteration 5Q: 3 clusters Score -1373429 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1373617.125000 Penalty: 4623.431152
	Iteration 6Q: 3 clusters Score -1373617 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1373811.750000 Penalty: 4623.431152
	Iteration 7Q: 3 clusters Score -1373812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1374005.500000 Penalty: 4623.431152
	Iteration 8Q: 3 clusters Score -1374006 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1374187.125000 Penalty: 4623.431152
	Iteration 9Q: 3 clusters Score -1374187 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1374361.250000 Penalty: 4623.431152
	Iteration 10Q: 3 clusters Score -1374361 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1374502.875000 Penalty: 4623.431152
	Iteration 11Q: 3 clusters Score -1374503 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1374650.250000 Penalty: 4623.431152
	Iteration 12Q: 3 clusters Score -1374650 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1374801.375000 Penalty: 4623.431152
	Iteration 13Q: 3 clusters Score -1374801 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1374927.375000 Penalty: 4623.431152
	Iteration 14Q: 3 clusters Score -1374927 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1375028.750000 Penalty: 4623.431152
	Iteration 15Q: 3 clusters Score -1375029 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1375115.500000 Penalty: 4623.431152
	Iteration 16Q: 3 clusters Score -1375116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1375214.500000 Penalty: 4623.431152
	Iteration 17Q: 3 clusters Score -1375214 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1375294.000000 Penalty: 4623.431152
	Iteration 18Q: 3 clusters Score -1375294 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1375374.500000 Penalty: 4623.431152
	Iteration 19Q: 3 clusters Score -1375374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1375435.125000 Penalty: 4623.431152
	Iteration 20F: 3 clusters Score -1375435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1375491.500000 Penalty: 4623.431152
	Iteration 21Q: 3 clusters Score -1375492 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1375540.500000 Penalty: 4623.431152
	Iteration 22Q: 3 clusters Score -1375540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1375572.875000 Penalty: 4623.431152
	Iteration 23Q: 3 clusters Score -1375573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1375596.625000 Penalty: 4623.431152
	Iteration 24Q: 3 clusters Score -1375597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1375615.250000 Penalty: 4623.431152
	Iteration 25Q: 3 clusters Score -1375615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1375628.250000 Penalty: 4623.431152
	Iteration 26Q: 3 clusters Score -1375628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1375645.375000 Penalty: 4623.431152
	Iteration 27Q: 3 clusters Score -1375645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1375662.500000 Penalty: 4623.431152
	Iteration 28Q: 3 clusters Score -1375662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1375672.875000 Penalty: 4623.431152
	Iteration 29Q: 3 clusters Score -1375673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1375686.875000 Penalty: 4623.431152
	Iteration 30Q: 3 clusters Score -1375687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1375698.125000 Penalty: 4623.431152
	Iteration 31Q: 3 clusters Score -1375698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1375706.375000 Penalty: 4623.431152
	Iteration 32Q: 3 clusters Score -1375706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1375720.000000 Penalty: 4623.431152
	Iteration 33Q: 3 clusters Score -1375720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1375727.625000 Penalty: 4623.431152
	Iteration 34Q: 3 clusters Score -1375728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1375739.375000 Penalty: 4623.431152
	Iteration 35Q: 3 clusters Score -1375739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1375751.125000 Penalty: 4623.431152
	Iteration 36Q: 3 clusters Score -1375751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1375759.750000 Penalty: 4623.431152
	Iteration 37Q: 3 clusters Score -1375760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1375767.000000 Penalty: 4623.431152
	Iteration 38Q: 3 clusters Score -1375767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1375771.375000 Penalty: 4623.431152
	Iteration 39Q: 3 clusters Score -1375771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1375780.625000 Penalty: 4623.431152
	Iteration 40F: 3 clusters Score -1375781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1375783.000000 Penalty: 4623.431152
	Iteration 41Q: 3 clusters Score -1375783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1375795.750000 Penalty: 4623.431152
	Iteration 42Q: 3 clusters Score -1375796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1375802.125000 Penalty: 4623.431152
	Iteration 43Q: 3 clusters Score -1375802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1375805.250000 Penalty: 4623.431152
	Iteration 44Q: 3 clusters Score -1375805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1375808.625000 Penalty: 4623.431152
	Iteration 45Q: 3 clusters Score -1375809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1375814.125000 Penalty: 4623.431152
	Iteration 46Q: 3 clusters Score -1375814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1375819.000000 Penalty: 4623.431152
	Iteration 47Q: 3 clusters Score -1375819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1375828.625000 Penalty: 4623.431152
	Iteration 48Q: 3 clusters Score -1375829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1375832.875000 Penalty: 4623.431152
	Iteration 49Q: 3 clusters Score -1375833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1375842.000000 Penalty: 4623.431152
	Iteration 50Q: 3 clusters Score -1375842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1375848.625000 Penalty: 4623.431152
	Iteration 51Q: 3 clusters Score -1375849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1375847.750000 Penalty: 4623.431152
	Iteration 52Q: 3 clusters Score -1375848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1375849.375000 Penalty: 4623.431152
	Iteration 53Q: 3 clusters Score -1375849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1375850.750000 Penalty: 4623.431152
	Iteration 54Q: 3 clusters Score -1375851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1375857.500000 Penalty: 4623.431152
	Iteration 55Q: 3 clusters Score -1375858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1375859.125000 Penalty: 4623.431152
	Iteration 56Q: 3 clusters Score -1375859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1375861.250000 Penalty: 4623.431152
	Iteration 57Q: 3 clusters Score -1375861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1375863.625000 Penalty: 4623.431152
	Iteration 58Q: 3 clusters Score -1375864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1375863.750000 Penalty: 4623.431152
	Iteration 59Q: 3 clusters Score -1375864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1375866.375000 Penalty: 4623.431152
	Iteration 60F: 3 clusters Score -1375866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1375863.875000 Penalty: 4623.431152
	Iteration 61Q: 3 clusters Score -1375864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1375863.875000 Penalty: 4623.431152
	Iteration 62F: 3 clusters Score -1375864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -334165.312500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -334165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -331074.656250 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -331074.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -331709.875000 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -331709.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -331935.562500 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -331935.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -332106.625000 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -332106.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -332244.781250 Penalty: 3933.560547
	Iteration 4Q: 3 clusters Score -332244.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -332399.093750 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -332399.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -332543.875000 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -332543.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -332668.093750 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -332668.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -332769.531250 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -332769.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332858.125000 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -332858.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -332943.812500 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -332943.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -333013.031250 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -333013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -333077.281250 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -333077.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -333125.156250 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -333125.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -333153.843750 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -333153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -333173.812500 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -333173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -333185.500000 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -333185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -333192.500000 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -333192.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -333197.531250 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -333197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -333201.750000 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -333201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333208.687500 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -333208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -333218.500000 Penalty: 3933.560547
	Iteration 21Q: 3 clusters Score -333218.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333224.375000 Penalty: 3933.560547
	Iteration 22Q: 3 clusters Score -333224.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -333228.812500 Penalty: 3933.560547
	Iteration 23Q: 3 clusters Score -333228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -333231.968750 Penalty: 3933.560547
	Iteration 24Q: 3 clusters Score -333232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -333235.281250 Penalty: 3933.560547
	Iteration 25Q: 3 clusters Score -333235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333237.468750 Penalty: 3933.560547
	Iteration 26Q: 3 clusters Score -333237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333239.093750 Penalty: 3933.560547
	Iteration 27Q: 3 clusters Score -333239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -333243.031250 Penalty: 3933.560547
	Iteration 28Q: 3 clusters Score -333243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -333246.437500 Penalty: 3933.560547
	Iteration 29Q: 3 clusters Score -333246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -333247.093750 Penalty: 3933.560547
	Iteration 30Q: 3 clusters Score -333247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -333249.093750 Penalty: 3933.560547
	Iteration 31Q: 3 clusters Score -333249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -333249.937500 Penalty: 3933.560547
	Iteration 32Q: 3 clusters Score -333249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -333249.906250 Penalty: 3933.560547
	Iteration 33Q: 3 clusters Score -333249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -333249.906250 Penalty: 3933.560547
	Iteration 34F: 3 clusters Score -333249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -707987.625000 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -707987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -702533.312500 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -702533.3 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -704195.125000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -704195.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -704762.812500 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -704762.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -705300.125000 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -705300.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -705732.937500 Penalty: 4356.792480
	Iteration 4F: 3 clusters Score -705732.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -706088.312500 Penalty: 4356.792480
	Iteration 5F: 3 clusters Score -706088.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -706419.500000 Penalty: 4356.792480
	Iteration 6F: 3 clusters Score -706419.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -706699.437500 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -706699.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -706909.812500 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -706909.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -707027.937500 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -707027.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -707103.875000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -707103.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -707153.250000 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -707153.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -707200.750000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -707200.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -707240.937500 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -707240.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -707278.625000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -707278.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -707300.000000 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -707300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -707319.875000 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -707319.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -707330.187500 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -707330.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -707338.250000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -707338.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -707345.562500 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -707345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -707351.750000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -707351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -707354.000000 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -707354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -707358.562500 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -707358.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -707363.125000 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -707363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -707366.562500 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -707366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -707369.437500 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -707369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -707372.375000 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -707372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -707373.875000 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -707373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -707375.812500 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -707375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -707380.625000 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -707380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -707381.250000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -707381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -707382.625000 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -707382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -707382.125000 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -707382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -707384.312500 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -707384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -707384.875000 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -707384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -707387.062500 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -707387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -707389.687500 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -707389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -707390.437500 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -707390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -707391.937500 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -707391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -707392.625000 Penalty: 4356.792480
	Iteration 39Q: 3 clusters Score -707392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -707393.437500 Penalty: 4356.792480
	Iteration 40F: 3 clusters Score -707393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -707399.812500 Penalty: 4356.792480
	Iteration 41Q: 3 clusters Score -707399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -707403.000000 Penalty: 4356.792480
	Iteration 42Q: 3 clusters Score -707403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -707404.437500 Penalty: 4356.792480
	Iteration 43Q: 3 clusters Score -707404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -707408.062500 Penalty: 4356.792480
	Iteration 44Q: 3 clusters Score -707408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -707407.562500 Penalty: 4356.792480
	Iteration 45Q: 3 clusters Score -707407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -707407.562500 Penalty: 4356.792480
	Iteration 46F: 3 clusters Score -707407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Entering Unmasked Estep 
Score: -9583954.000000 Penalty: 2793.898438
	Iteration 0F: 2 clusters Score -9583954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -9531470.000000 Penalty: 5587.796875
	Iteration 0F: 3 clusters Score -9531470 nChanged 36628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -9552775.000000 Penalty: 5587.796875
	Iteration 1F: 3 clusters Score -9552775 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -9553966.000000 Penalty: 5587.796875
	Iteration 2Q: 3 clusters Score -9553966 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -9555851.000000 Penalty: 5587.796875
	Iteration 3F: 3 clusters Score -9555851 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -9558537.000000 Penalty: 5587.796875
	Iteration 4F: 3 clusters Score -9558537 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -9562520.000000 Penalty: 5587.796875
	Iteration 5F: 3 clusters Score -9562520 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -9567146.000000 Penalty: 5587.796875
	Iteration 6F: 3 clusters Score -9567146 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -9571926.000000 Penalty: 5587.796875
	Iteration 7F: 3 clusters Score -9571926 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -9575924.000000 Penalty: 5587.796875
	Iteration 8F: 3 clusters Score -9575924 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -9578621.000000 Penalty: 5587.796875
	Iteration 9Q: 3 clusters Score -9578621 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9580184.000000 Penalty: 5587.796875
	Iteration 10Q: 3 clusters Score -9580184 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -9581003.000000 Penalty: 5587.796875
	Iteration 11Q: 3 clusters Score -9581003 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -9581414.000000 Penalty: 5587.796875
	Iteration 12Q: 3 clusters Score -9581414 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -9581713.000000 Penalty: 5587.796875
	Iteration 13Q: 3 clusters Score -9581713 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9581851.000000 Penalty: 5587.796875
	Iteration 14Q: 3 clusters Score -9581851 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -9581971.000000 Penalty: 5587.796875
	Iteration 15Q: 3 clusters Score -9581971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -9582038.000000 Penalty: 5587.796875
	Iteration 16Q: 3 clusters Score -9582038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9582094.000000 Penalty: 5587.796875
	Iteration 17Q: 3 clusters Score -9582094 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9582140.000000 Penalty: 5587.796875
	Iteration 18Q: 3 clusters Score -9582140 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9582198.000000 Penalty: 5587.796875
	Iteration 19Q: 3 clusters Score -9582198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9582197.000000 Penalty: 5587.796875
	Iteration 20F: 3 clusters Score -9582197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9582224.000000 Penalty: 5587.796875
	Iteration 21Q: 3 clusters Score -9582224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9582249.000000 Penalty: 5587.796875
	Iteration 22Q: 3 clusters Score -9582249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -9582267.000000 Penalty: 5587.796875
	Iteration 23Q: 3 clusters Score -9582267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9582271.000000 Penalty: 5587.796875
	Iteration 24Q: 3 clusters Score -9582271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9582271.000000 Penalty: 5587.796875
	Iteration 25Q: 3 clusters Score -9582271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9582284.000000 Penalty: 5587.796875
	Iteration 26Q: 3 clusters Score -9582284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9582289.000000 Penalty: 5587.796875
	Iteration 27Q: 3 clusters Score -9582289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -9582297.000000 Penalty: 5587.796875
	Iteration 28Q: 3 clusters Score -9582297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9582288.000000 Penalty: 5587.796875
	Iteration 29Q: 3 clusters Score -9582288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9582307.000000 Penalty: 5587.796875
	Iteration 30Q: 3 clusters Score -9582307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9582319.000000 Penalty: 5587.796875
	Iteration 31Q: 3 clusters Score -9582319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9582310.000000 Penalty: 5587.796875
	Iteration 32Q: 3 clusters Score -9582310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -9582328.000000 Penalty: 5587.796875
	Iteration 33Q: 3 clusters Score -9582328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9582332.000000 Penalty: 5587.796875
	Iteration 34Q: 3 clusters Score -9582332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -9582350.000000 Penalty: 5587.796875
	Iteration 35Q: 3 clusters Score -9582350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9582363.000000 Penalty: 5587.796875
	Iteration 36Q: 3 clusters Score -9582363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9582355.000000 Penalty: 5587.796875
	Iteration 37Q: 3 clusters Score -9582355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9582365.000000 Penalty: 5587.796875
	Iteration 38Q: 3 clusters Score -9582365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9582367.000000 Penalty: 5587.796875
	Iteration 39Q: 3 clusters Score -9582367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9582375.000000 Penalty: 5587.796875
	Iteration 40F: 3 clusters Score -9582375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9582376.000000 Penalty: 5587.796875
	Iteration 41Q: 3 clusters Score -9582376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9582382.000000 Penalty: 5587.796875
	Iteration 42Q: 3 clusters Score -9582382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9582383.000000 Penalty: 5587.796875
	Iteration 43Q: 3 clusters Score -9582383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9582375.000000 Penalty: 5587.796875
	Iteration 44Q: 3 clusters Score -9582375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9582389.000000 Penalty: 5587.796875
	Iteration 45Q: 3 clusters Score -9582389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9582397.000000 Penalty: 5587.796875
	Iteration 46Q: 3 clusters Score -9582397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9582397.000000 Penalty: 5587.796875
	Iteration 47Q: 3 clusters Score -9582397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9582409.000000 Penalty: 5587.796875
	Iteration 48Q: 3 clusters Score -9582409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9582418.000000 Penalty: 5587.796875
	Iteration 49Q: 3 clusters Score -9582418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9582423.000000 Penalty: 5587.796875
	Iteration 50Q: 3 clusters Score -9582423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -9582437.000000 Penalty: 5587.796875
	Iteration 51Q: 3 clusters Score -9582437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9582426.000000 Penalty: 5587.796875
	Iteration 52Q: 3 clusters Score -9582426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -9582417.000000 Penalty: 5587.796875
	Iteration 53Q: 3 clusters Score -9582417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9582411.000000 Penalty: 5587.796875
	Iteration 54Q: 3 clusters Score -9582411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9582422.000000 Penalty: 5587.796875
	Iteration 55Q: 3 clusters Score -9582422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9582411.000000 Penalty: 5587.796875
	Iteration 56Q: 3 clusters Score -9582411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9582434.000000 Penalty: 5587.796875
	Iteration 57Q: 3 clusters Score -9582434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9582414.000000 Penalty: 5587.796875
	Iteration 58Q: 3 clusters Score -9582414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9582414.000000 Penalty: 5587.796875
	Iteration 59Q: 3 clusters Score -9582414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9582406.000000 Penalty: 5587.796875
	Iteration 60F: 3 clusters Score -9582406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9582420.000000 Penalty: 5587.796875
	Iteration 61Q: 3 clusters Score -9582420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9582416.000000 Penalty: 5587.796875
	Iteration 62Q: 3 clusters Score -9582416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -9582407.000000 Penalty: 5587.796875
	Iteration 63Q: 3 clusters Score -9582407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9582410.000000 Penalty: 5587.796875
	Iteration 64Q: 3 clusters Score -9582410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9582414.000000 Penalty: 5587.796875
	Iteration 65Q: 3 clusters Score -9582414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9582412.000000 Penalty: 5587.796875
	Iteration 66Q: 3 clusters Score -9582412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9582416.000000 Penalty: 5587.796875
	Iteration 67Q: 3 clusters Score -9582416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9582407.000000 Penalty: 5587.796875
	Iteration 68Q: 3 clusters Score -9582407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9582405.000000 Penalty: 5587.796875
	Iteration 69Q: 3 clusters Score -9582405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9582419.000000 Penalty: 5587.796875
	Iteration 70Q: 3 clusters Score -9582419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9582423.000000 Penalty: 5587.796875
	Iteration 71Q: 3 clusters Score -9582423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9582428.000000 Penalty: 5587.796875
	Iteration 72Q: 3 clusters Score -9582428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -9582428.000000 Penalty: 5587.796875
	Iteration 73Q: 3 clusters Score -9582428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9582435.000000 Penalty: 5587.796875
	Iteration 74Q: 3 clusters Score -9582435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9582429.000000 Penalty: 5587.796875
	Iteration 75Q: 3 clusters Score -9582429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9582428.000000 Penalty: 5587.796875
	Iteration 76Q: 3 clusters Score -9582428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9582432.000000 Penalty: 5587.796875
	Iteration 77Q: 3 clusters Score -9582432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9582432.000000 Penalty: 5587.796875
	Iteration 78Q: 3 clusters Score -9582432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9582441.000000 Penalty: 5587.796875
	Iteration 79Q: 3 clusters Score -9582441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9582437.000000 Penalty: 5587.796875
	Iteration 80F: 3 clusters Score -9582437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9582452.000000 Penalty: 5587.796875
	Iteration 81Q: 3 clusters Score -9582452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9582453.000000 Penalty: 5587.796875
	Iteration 82Q: 3 clusters Score -9582453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9582456.000000 Penalty: 5587.796875
	Iteration 83Q: 3 clusters Score -9582456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9582456.000000 Penalty: 5587.796875
	Iteration 84Q: 3 clusters Score -9582456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9582464.000000 Penalty: 5587.796875
	Iteration 85Q: 3 clusters Score -9582464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9582459.000000 Penalty: 5587.796875
	Iteration 86Q: 3 clusters Score -9582459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9582466.000000 Penalty: 5587.796875
	Iteration 87Q: 3 clusters Score -9582466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9582460.000000 Penalty: 5587.796875
	Iteration 88Q: 3 clusters Score -9582460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -9582451.000000 Penalty: 5587.796875
	Iteration 89Q: 3 clusters Score -9582451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9582450.000000 Penalty: 5587.796875
	Iteration 90Q: 3 clusters Score -9582450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9582463.000000 Penalty: 5587.796875
	Iteration 91Q: 3 clusters Score -9582463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9582471.000000 Penalty: 5587.796875
	Iteration 92Q: 3 clusters Score -9582471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9582460.000000 Penalty: 5587.796875
	Iteration 93Q: 3 clusters Score -9582460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9582472.000000 Penalty: 5587.796875
	Iteration 94Q: 3 clusters Score -9582472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9582481.000000 Penalty: 5587.796875
	Iteration 95Q: 3 clusters Score -9582481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9582486.000000 Penalty: 5587.796875
	Iteration 96Q: 3 clusters Score -9582486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9582487.000000 Penalty: 5587.796875
	Iteration 97Q: 3 clusters Score -9582487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9582487.000000 Penalty: 5587.796875
	Iteration 98Q: 3 clusters Score -9582487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9582499.000000 Penalty: 5587.796875
	Iteration 99Q: 3 clusters Score -9582499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9582492.000000 Penalty: 5587.796875
	Iteration 100F: 3 clusters Score -9582492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9582492.000000 Penalty: 5587.796875
	Iteration 101Q: 3 clusters Score -9582492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9582498.000000 Penalty: 5587.796875
	Iteration 102Q: 3 clusters Score -9582498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9582496.000000 Penalty: 5587.796875
	Iteration 103Q: 3 clusters Score -9582496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9582494.000000 Penalty: 5587.796875
	Iteration 104Q: 3 clusters Score -9582494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9582491.000000 Penalty: 5587.796875
	Iteration 105Q: 3 clusters Score -9582491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9582494.000000 Penalty: 5587.796875
	Iteration 106Q: 3 clusters Score -9582494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9582492.000000 Penalty: 5587.796875
	Iteration 107Q: 3 clusters Score -9582492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9582485.000000 Penalty: 5587.796875
	Iteration 108Q: 3 clusters Score -9582485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9582496.000000 Penalty: 5587.796875
	Iteration 109Q: 3 clusters Score -9582496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9582495.000000 Penalty: 5587.796875
	Iteration 110Q: 3 clusters Score -9582495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9582495.000000 Penalty: 5587.796875
	Iteration 111F: 3 clusters Score -9582495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Entering Unmasked Estep 
Score: -1608189.375000 Penalty: 2348.600586
	Iteration 0F: 2 clusters Score -1608189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1598628.250000 Penalty: 4697.201172
	Iteration 0F: 3 clusters Score -1598628 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1601933.500000 Penalty: 4697.201172
	Iteration 1F: 3 clusters Score -1601934 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1602518.750000 Penalty: 4697.201172
	Iteration 2F: 3 clusters Score -1602519 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1603110.250000 Penalty: 4697.201172
	Iteration 3F: 3 clusters Score -1603110 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1603604.250000 Penalty: 4697.201172
	Iteration 4F: 3 clusters Score -1603604 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1604057.125000 Penalty: 4697.201172
	Iteration 5F: 3 clusters Score -1604057 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1604433.125000 Penalty: 4697.201172
	Iteration 6Q: 3 clusters Score -1604433 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1604770.875000 Penalty: 4697.201172
	Iteration 7Q: 3 clusters Score -1604771 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1605141.375000 Penalty: 4697.201172
	Iteration 8Q: 3 clusters Score -1605141 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1605509.875000 Penalty: 4697.201172
	Iteration 9Q: 3 clusters Score -1605510 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1605850.000000 Penalty: 4697.201172
	Iteration 10Q: 3 clusters Score -1605850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1606114.500000 Penalty: 4697.201172
	Iteration 11Q: 3 clusters Score -1606114 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1606315.250000 Penalty: 4697.201172
	Iteration 12Q: 3 clusters Score -1606315 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1606455.125000 Penalty: 4697.201172
	Iteration 13Q: 3 clusters Score -1606455 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1606549.750000 Penalty: 4697.201172
	Iteration 14Q: 3 clusters Score -1606550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1606606.625000 Penalty: 4697.201172
	Iteration 15Q: 3 clusters Score -1606607 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1606644.250000 Penalty: 4697.201172
	Iteration 16Q: 3 clusters Score -1606644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1606672.000000 Penalty: 4697.201172
	Iteration 17Q: 3 clusters Score -1606672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1606698.125000 Penalty: 4697.201172
	Iteration 18Q: 3 clusters Score -1606698 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1606735.750000 Penalty: 4697.201172
	Iteration 19Q: 3 clusters Score -1606736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1606781.250000 Penalty: 4697.201172
	Iteration 20F: 3 clusters Score -1606781 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1606858.375000 Penalty: 4697.201172
	Iteration 21Q: 3 clusters Score -1606858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1606981.500000 Penalty: 4697.201172
	Iteration 22Q: 3 clusters Score -1606982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1607150.375000 Penalty: 4697.201172
	Iteration 23Q: 3 clusters Score -1607150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1607302.625000 Penalty: 4697.201172
	Iteration 24Q: 3 clusters Score -1607303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1607419.500000 Penalty: 4697.201172
	Iteration 25Q: 3 clusters Score -1607420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1607502.000000 Penalty: 4697.201172
	Iteration 26Q: 3 clusters Score -1607502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1607536.625000 Penalty: 4697.201172
	Iteration 27Q: 3 clusters Score -1607537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1607569.250000 Penalty: 4697.201172
	Iteration 28Q: 3 clusters Score -1607569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1607576.250000 Penalty: 4697.201172
	Iteration 29Q: 3 clusters Score -1607576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1607580.875000 Penalty: 4697.201172
	Iteration 30Q: 3 clusters Score -1607581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1607580.125000 Penalty: 4697.201172
	Iteration 31Q: 3 clusters Score -1607580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1607584.000000 Penalty: 4697.201172
	Iteration 32Q: 3 clusters Score -1607584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1607583.500000 Penalty: 4697.201172
	Iteration 33Q: 3 clusters Score -1607584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1607586.375000 Penalty: 4697.201172
	Iteration 34Q: 3 clusters Score -1607586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1607581.500000 Penalty: 4697.201172
	Iteration 35Q: 3 clusters Score -1607582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1607583.375000 Penalty: 4697.201172
	Iteration 36Q: 3 clusters Score -1607583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1607583.375000 Penalty: 4697.201172
	Iteration 37F: 3 clusters Score -1607583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117553.062500 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117553.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117855.812500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117855.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117964.859375 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117964.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118046.250000 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -118046.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118095.617188 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -118095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118121.484375 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -118121.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118140.226562 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118157.015625 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118164.328125 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118164.3 nChanged 4
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: -118171.789062 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118177.976562 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118184.632812 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -118187.445312 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118190.898438 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118192.085938 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118194.937500 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -118194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118200.187500 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -118200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118209.085938 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -118209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118212.882812 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118213.976562 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -118218.054688 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118220.914062 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -118220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118223.710938 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -118223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118226.039062 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -118226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118227.218750 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -118227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118227.218750 Penalty: 3420.258789
	Iteration 25F: 3 clusters Score -118227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135507 members 
Entering Unmasked Estep 
Score: -16928004.000000 Penalty: 2930.561035
	Iteration 0F: 2 clusters Score -1.6928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -16837096.000000 Penalty: 5861.122070
	Iteration 0F: 3 clusters Score -1.68371e+07 nChanged 64836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -16874558.000000 Penalty: 5861.122070
	Iteration 1F: 3 clusters Score -1.687456e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -16875642.000000 Penalty: 5861.122070
	Iteration 2Q: 3 clusters Score -1.687564e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -16876844.000000 Penalty: 5861.122070
	Iteration 3Q: 3 clusters Score -1.687684e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -16878530.000000 Penalty: 5861.122070
	Iteration 4Q: 3 clusters Score -1.687853e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -16880958.000000 Penalty: 5861.122070
	Iteration 5Q: 3 clusters Score -1.688096e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -16883944.000000 Penalty: 5861.122070
	Iteration 6Q: 3 clusters Score -1.688394e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -16887770.000000 Penalty: 5861.122070
	Iteration 7F: 3 clusters Score -1.688777e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -16892378.000000 Penalty: 5861.122070
	Iteration 8F: 3 clusters Score -1.689238e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -16897754.000000 Penalty: 5861.122070
	Iteration 9F: 3 clusters Score -1.689775e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -16902928.000000 Penalty: 5861.122070
	Iteration 10F: 3 clusters Score -1.690293e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -16907290.000000 Penalty: 5861.122070
	Iteration 11Q: 3 clusters Score -1.690729e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -16910258.000000 Penalty: 5861.122070
	Iteration 12Q: 3 clusters Score -1.691026e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -16912364.000000 Penalty: 5861.122070
	Iteration 13Q: 3 clusters Score -1.691236e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -16913942.000000 Penalty: 5861.122070
	Iteration 14Q: 3 clusters Score -1.691394e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -16915380.000000 Penalty: 5861.122070
	Iteration 15Q: 3 clusters Score -1.691538e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -16916638.000000 Penalty: 5861.122070
	Iteration 16Q: 3 clusters Score -1.691664e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -16917880.000000 Penalty: 5861.122070
	Iteration 17Q: 3 clusters Score -1.691788e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123936 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -16919154.000000 Penalty: 5861.122070
	Iteration 18Q: 3 clusters Score -1.691915e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -16920246.000000 Penalty: 5861.122070
	Iteration 19Q: 3 clusters Score -1.692025e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -16921318.000000 Penalty: 5861.122070
	Iteration 20F: 3 clusters Score -1.692132e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -16922218.000000 Penalty: 5861.122070
	Iteration 21Q: 3 clusters Score -1.692222e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130393 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -16922964.000000 Penalty: 5861.122070
	Iteration 22Q: 3 clusters Score -1.692296e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -16923592.000000 Penalty: 5861.122070
	Iteration 23Q: 3 clusters Score -1.692359e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -16923974.000000 Penalty: 5861.122070
	Iteration 24Q: 3 clusters Score -1.692397e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -16924322.000000 Penalty: 5861.122070
	Iteration 25Q: 3 clusters Score -1.692432e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133298 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -16924608.000000 Penalty: 5861.122070
	Iteration 26Q: 3 clusters Score -1.692461e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133676 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -16924844.000000 Penalty: 5861.122070
	Iteration 27Q: 3 clusters Score -1.692484e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16925004.000000 Penalty: 5861.122070
	Iteration 28Q: 3 clusters Score -1.6925e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16925108.000000 Penalty: 5861.122070
	Iteration 29Q: 3 clusters Score -1.692511e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134293 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16925206.000000 Penalty: 5861.122070
	Iteration 30Q: 3 clusters Score -1.692521e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134380 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16925244.000000 Penalty: 5861.122070
	Iteration 31Q: 3 clusters Score -1.692524e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16925296.000000 Penalty: 5861.122070
	Iteration 32Q: 3 clusters Score -1.69253e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134502 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16925344.000000 Penalty: 5861.122070
	Iteration 33Q: 3 clusters Score -1.692534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16925344.000000 Penalty: 5861.122070
	Iteration 34Q: 3 clusters Score -1.692534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16925386.000000 Penalty: 5861.122070
	Iteration 35Q: 3 clusters Score -1.692539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16925430.000000 Penalty: 5861.122070
	Iteration 36Q: 3 clusters Score -1.692543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16925420.000000 Penalty: 5861.122070
	Iteration 37Q: 3 clusters Score -1.692542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134684 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16925448.000000 Penalty: 5861.122070
	Iteration 38Q: 3 clusters Score -1.692545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134707 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16925444.000000 Penalty: 5861.122070
	Iteration 39Q: 3 clusters Score -1.692544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16925482.000000 Penalty: 5861.122070
	Iteration 40F: 3 clusters Score -1.692548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16925490.000000 Penalty: 5861.122070
	Iteration 41Q: 3 clusters Score -1.692549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134758 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16925518.000000 Penalty: 5861.122070
	Iteration 42Q: 3 clusters Score -1.692552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16925534.000000 Penalty: 5861.122070
	Iteration 43Q: 3 clusters Score -1.692553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16925544.000000 Penalty: 5861.122070
	Iteration 44Q: 3 clusters Score -1.692554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16925566.000000 Penalty: 5861.122070
	Iteration 45Q: 3 clusters Score -1.692557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16925574.000000 Penalty: 5861.122070
	Iteration 46Q: 3 clusters Score -1.692557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134795 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16925572.000000 Penalty: 5861.122070
	Iteration 47Q: 3 clusters Score -1.692557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134795 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16925582.000000 Penalty: 5861.122070
	Iteration 48Q: 3 clusters Score -1.692558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16925584.000000 Penalty: 5861.122070
	Iteration 49Q: 3 clusters Score -1.692558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16925582.000000 Penalty: 5861.122070
	Iteration 50Q: 3 clusters Score -1.692558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16925576.000000 Penalty: 5861.122070
	Iteration 51Q: 3 clusters Score -1.692558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16925578.000000 Penalty: 5861.122070
	Iteration 52Q: 3 clusters Score -1.692558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16925578.000000 Penalty: 5861.122070
	Iteration 53F: 3 clusters Score -1.692558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -393587.375000 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -393587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -390239.093750 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -390239.1 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -390937.125000 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -390937.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391094.718750 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -391094.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -391192.593750 Penalty: 4001.616699
	Iteration 3Q: 3 clusters Score -391192.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -391262.312500 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -391262.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -391311.500000 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -391311.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -391342.312500 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -391342.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -391367.937500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -391367.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -391388.250000 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -391388.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -391400.781250 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -391400.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -391410.906250 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -391410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391415.781250 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -391415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -391420.250000 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -391420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -391423.218750 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -391423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -391425.687500 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -391425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391429.531250 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -391429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -391432.343750 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -391432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -391435.156250 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -391435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -391438.375000 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -391438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -391441.531250 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -391441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -391443.687500 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -391443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -391444.718750 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -391444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -391445.437500 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -391445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -391445.781250 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -391445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -391446.218750 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -391446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -391446.218750 Penalty: 4001.616699
	Iteration 25F: 3 clusters Score -391446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139058.781250 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139058.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139351.593750 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139351.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139434.203125 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139434.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139491.718750 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139491.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139528.234375 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139544.046875 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139560.515625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139560.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139569.187500 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139570.421875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139571.671875 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139571.671875 Penalty: 3498.578369
	Iteration 10F: 3 clusters Score -139571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -490104.125000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -490104.1 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 2104 members 
Entering Unmasked Estep 
Score: -486078.718750 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -486078.7 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -486962.843750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -486962.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -487151.468750 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -487151.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -487289.125000 Penalty: 4137.575684
	Iteration 3Q: 3 clusters Score -487289.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -487413.468750 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -487413.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -487537.437500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -487537.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -487680.781250 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -487680.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -487859.875000 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -487859.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -488028.968750 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -488029 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -488173.625000 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -488173.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -488342.593750 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -488342.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -488532.093750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -488532.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -488690.125000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -488690.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -488855.906250 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -488855.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -489025.812500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -489025.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -489229.218750 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -489229.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -489391.312500 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -489391.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -489523.343750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -489523.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -489609.812500 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -489609.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -489638.625000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -489638.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -489648.875000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -489648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -489654.437500 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -489654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -489657.281250 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -489657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -489659.812500 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -489659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -489659.875000 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -489659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -489660.968750 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -489661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -489660.968750 Penalty: 4137.575684
	Iteration 26F: 3 clusters Score -489661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33102.867188 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -33102.87 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 174 members 
Entering Unmasked Estep 
Score: -31880.777344 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -31880.78 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32110.275391 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -32110.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32215.416016 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -32215.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32359.914062 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -32359.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32437.812500 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -32437.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32517.888672 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -32517.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32553.621094 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -32553.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32576.701172 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -32576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32588.878906 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -32588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32588.878906 Penalty: 2888.230713
	Iteration 9F: 3 clusters Score -32588.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Entering Unmasked Estep 
Score: -2255232.250000 Penalty: 2435.924805
	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 9249 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2242153.250000 Penalty: 4871.849609
	Iteration 0F: 3 clusters Score -2242153 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2246535.000000 Penalty: 4871.849609
	Iteration 1F: 3 clusters Score -2246535 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2246943.500000 Penalty: 4871.849609
	Iteration 2F: 3 clusters Score -2246944 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2247323.000000 Penalty: 4871.849609
	Iteration 3Q: 3 clusters Score -2247323 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2247758.000000 Penalty: 4871.849609
	Iteration 4Q: 3 clusters Score -2247758 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2248282.750000 Penalty: 4871.849609
	Iteration 5Q: 3 clusters Score -2248283 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2248877.500000 Penalty: 4871.849609
	Iteration 6Q: 3 clusters Score -2248878 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2249602.250000 Penalty: 4871.849609
	Iteration 7F: 3 clusters Score -2249602 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2250401.000000 Penalty: 4871.849609
	Iteration 8F: 3 clusters Score -2250401 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2251105.500000 Penalty: 4871.849609
	Iteration 9F: 3 clusters Score -2251106 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2251616.500000 Penalty: 4871.849609
	Iteration 10Q: 3 clusters Score -2251616 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2251959.750000 Penalty: 4871.849609
	Iteration 11Q: 3 clusters Score -2251960 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2252208.250000 Penalty: 4871.849609
	Iteration 12Q: 3 clusters Score -2252208 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2252403.000000 Penalty: 4871.849609
	Iteration 13Q: 3 clusters Score -2252403 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2252580.750000 Penalty: 4871.849609
	Iteration 14Q: 3 clusters Score -2252581 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2252728.250000 Penalty: 4871.849609
	Iteration 15Q: 3 clusters Score -2252728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2252867.000000 Penalty: 4871.849609
	Iteration 16Q: 3 clusters Score -2252867 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2253008.500000 Penalty: 4871.849609
	Iteration 17Q: 3 clusters Score -2253008 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2253152.750000 Penalty: 4871.849609
	Iteration 18Q: 3 clusters Score -2253153 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2253267.750000 Penalty: 4871.849609
	Iteration 19Q: 3 clusters Score -2253268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2253369.250000 Penalty: 4871.849609
	Iteration 20F: 3 clusters Score -2253369 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2253473.750000 Penalty: 4871.849609
	Iteration 21Q: 3 clusters Score -2253474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2253555.250000 Penalty: 4871.849609
	Iteration 22Q: 3 clusters Score -2253555 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2253617.750000 Penalty: 4871.849609
	Iteration 23Q: 3 clusters Score -2253618 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2253676.000000 Penalty: 4871.849609
	Iteration 24Q: 3 clusters Score -2253676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2253717.250000 Penalty: 4871.849609
	Iteration 25Q: 3 clusters Score -2253717 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2253745.750000 Penalty: 4871.849609
	Iteration 26Q: 3 clusters Score -2253746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2253778.000000 Penalty: 4871.849609
	Iteration 27Q: 3 clusters Score -2253778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2253803.000000 Penalty: 4871.849609
	Iteration 28Q: 3 clusters Score -2253803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2253833.000000 Penalty: 4871.849609
	Iteration 29Q: 3 clusters Score -2253833 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2253848.000000 Penalty: 4871.849609
	Iteration 30Q: 3 clusters Score -2253848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2253880.250000 Penalty: 4871.849609
	Iteration 31Q: 3 clusters Score -2253880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2253908.500000 Penalty: 4871.849609
	Iteration 32Q: 3 clusters Score -2253908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2253941.500000 Penalty: 4871.849609
	Iteration 33Q: 3 clusters Score -2253942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2253980.500000 Penalty: 4871.849609
	Iteration 34Q: 3 clusters Score -2253980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2254011.750000 Penalty: 4871.849609
	Iteration 35Q: 3 clusters Score -2254012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2254041.000000 Penalty: 4871.849609
	Iteration 36Q: 3 clusters Score -2254041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2254067.750000 Penalty: 4871.849609
	Iteration 37Q: 3 clusters Score -2254068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2254097.250000 Penalty: 4871.849609
	Iteration 38Q: 3 clusters Score -2254097 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2254119.750000 Penalty: 4871.849609
	Iteration 39Q: 3 clusters Score -2254120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2254140.250000 Penalty: 4871.849609
	Iteration 40F: 3 clusters Score -2254140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2254159.750000 Penalty: 4871.849609
	Iteration 41Q: 3 clusters Score -2254160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2254171.500000 Penalty: 4871.849609
	Iteration 42Q: 3 clusters Score -2254172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2254179.750000 Penalty: 4871.849609
	Iteration 43Q: 3 clusters Score -2254180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2254185.250000 Penalty: 4871.849609
	Iteration 44Q: 3 clusters Score -2254185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2254188.250000 Penalty: 4871.849609
	Iteration 45Q: 3 clusters Score -2254188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2254196.500000 Penalty: 4871.849609
	Iteration 46Q: 3 clusters Score -2254196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2254202.750000 Penalty: 4871.849609
	Iteration 47Q: 3 clusters Score -2254203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2254205.000000 Penalty: 4871.849609
	Iteration 48Q: 3 clusters Score -2254205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2254202.000000 Penalty: 4871.849609
	Iteration 49Q: 3 clusters Score -2254202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2254214.250000 Penalty: 4871.849609
	Iteration 50Q: 3 clusters Score -2254214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2254220.750000 Penalty: 4871.849609
	Iteration 51Q: 3 clusters Score -2254221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2254231.750000 Penalty: 4871.849609
	Iteration 52Q: 3 clusters Score -2254232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2254236.000000 Penalty: 4871.849609
	Iteration 53Q: 3 clusters Score -2254236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2254239.250000 Penalty: 4871.849609
	Iteration 54Q: 3 clusters Score -2254239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2254246.000000 Penalty: 4871.849609
	Iteration 55Q: 3 clusters Score -2254246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2254249.000000 Penalty: 4871.849609
	Iteration 56Q: 3 clusters Score -2254249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2254252.500000 Penalty: 4871.849609
	Iteration 57Q: 3 clusters Score -2254252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2254254.250000 Penalty: 4871.849609
	Iteration 58Q: 3 clusters Score -2254254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2254253.500000 Penalty: 4871.849609
	Iteration 59Q: 3 clusters Score -2254254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2254254.250000 Penalty: 4871.849609
	Iteration 60F: 3 clusters Score -2254254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2254258.500000 Penalty: 4871.849609
	Iteration 61Q: 3 clusters Score -2254258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2254262.250000 Penalty: 4871.849609
	Iteration 62Q: 3 clusters Score -2254262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2254268.000000 Penalty: 4871.849609
	Iteration 63Q: 3 clusters Score -2254268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2254267.750000 Penalty: 4871.849609
	Iteration 64Q: 3 clusters Score -2254268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2254275.250000 Penalty: 4871.849609
	Iteration 65Q: 3 clusters Score -2254275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2254281.250000 Penalty: 4871.849609
	Iteration 66Q: 3 clusters Score -2254281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2254277.500000 Penalty: 4871.849609
	Iteration 67Q: 3 clusters Score -2254278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2254283.500000 Penalty: 4871.849609
	Iteration 68Q: 3 clusters Score -2254284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2254286.750000 Penalty: 4871.849609
	Iteration 69Q: 3 clusters Score -2254287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2254286.250000 Penalty: 4871.849609
	Iteration 70Q: 3 clusters Score -2254286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2254288.750000 Penalty: 4871.849609
	Iteration 71Q: 3 clusters Score -2254289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2254299.000000 Penalty: 4871.849609
	Iteration 72Q: 3 clusters Score -2254299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2254305.500000 Penalty: 4871.849609
	Iteration 73Q: 3 clusters Score -2254306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2254310.250000 Penalty: 4871.849609
	Iteration 74Q: 3 clusters Score -2254310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2254314.500000 Penalty: 4871.849609
	Iteration 75Q: 3 clusters Score -2254314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2254321.250000 Penalty: 4871.849609
	Iteration 76Q: 3 clusters Score -2254321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2254319.000000 Penalty: 4871.849609
	Iteration 77Q: 3 clusters Score -2254319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2254323.750000 Penalty: 4871.849609
	Iteration 78Q: 3 clusters Score -2254324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2254326.750000 Penalty: 4871.849609
	Iteration 79Q: 3 clusters Score -2254327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2254330.000000 Penalty: 4871.849609
	Iteration 80F: 3 clusters Score -2254330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2254337.500000 Penalty: 4871.849609
	Iteration 81Q: 3 clusters Score -2254338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2254337.750000 Penalty: 4871.849609
	Iteration 82Q: 3 clusters Score -2254338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2254330.250000 Penalty: 4871.849609
	Iteration 83Q: 3 clusters Score -2254330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2254330.250000 Penalty: 4871.849609
	Iteration 84F: 3 clusters Score -2254330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -654406.937500 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -654406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -649876.687500 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -649876.7 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -650889.312500 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -650889.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -651062.250000 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -651062.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -651186.687500 Penalty: 4219.843262
	Iteration 3Q: 3 clusters Score -651186.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -651287.812500 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -651287.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -651370.812500 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -651370.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -651428.187500 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -651428.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -651484.937500 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -651484.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -651534.875000 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -651534.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -651577.562500 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -651577.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -651617.687500 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -651617.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -651663.500000 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -651663.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -651705.875000 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -651705.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -651751.812500 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -651751.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -651785.000000 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -651785 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -651813.500000 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -651813.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -651843.562500 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -651843.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -651875.437500 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -651875.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -651904.750000 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -651904.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -651940.500000 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -651940.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -651977.625000 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -651977.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -652017.562500 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -652017.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -652058.937500 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -652058.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -652096.562500 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -652096.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -652128.062500 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -652128.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -652160.875000 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -652160.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -652191.750000 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -652191.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -652224.187500 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -652224.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -652255.312500 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -652255.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -652282.375000 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -652282.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -652307.937500 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -652307.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -652323.625000 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -652323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -652345.187500 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -652345.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -652358.187500 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -652358.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -652371.375000 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -652371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -652377.187500 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -652377.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -652384.875000 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -652384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -652388.187500 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -652388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -652392.500000 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -652392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -652395.875000 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -652395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -652398.875000 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -652398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -652400.625000 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -652400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -652404.375000 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -652404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -652407.500000 Penalty: 4219.843262
	Iteration 43Q: 3 clusters Score -652407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -652416.000000 Penalty: 4219.843262
	Iteration 44Q: 3 clusters Score -652416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -652423.500000 Penalty: 4219.843262
	Iteration 45Q: 3 clusters Score -652423.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -652438.062500 Penalty: 4219.843262
	Iteration 46Q: 3 clusters Score -652438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -652448.562500 Penalty: 4219.843262
	Iteration 47Q: 3 clusters Score -652448.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -652455.187500 Penalty: 4219.843262
	Iteration 48Q: 3 clusters Score -652455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -652460.812500 Penalty: 4219.843262
	Iteration 49Q: 3 clusters Score -652460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -652464.812500 Penalty: 4219.843262
	Iteration 50Q: 3 clusters Score -652464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -652470.062500 Penalty: 4219.843262
	Iteration 51Q: 3 clusters Score -652470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -652472.437500 Penalty: 4219.843262
	Iteration 52Q: 3 clusters Score -652472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -652476.375000 Penalty: 4219.843262
	Iteration 53Q: 3 clusters Score -652476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -652479.500000 Penalty: 4219.843262
	Iteration 54Q: 3 clusters Score -652479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -652482.687500 Penalty: 4219.843262
	Iteration 55Q: 3 clusters Score -652482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -652484.750000 Penalty: 4219.843262
	Iteration 56Q: 3 clusters Score -652484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -652485.812500 Penalty: 4219.843262
	Iteration 57Q: 3 clusters Score -652485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -652486.250000 Penalty: 4219.843262
	Iteration 58Q: 3 clusters Score -652486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -652486.875000 Penalty: 4219.843262
	Iteration 59Q: 3 clusters Score -652486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -652486.875000 Penalty: 4219.843262
	Iteration 60F: 3 clusters Score -652486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -391807.812500 Penalty: 1996.099487
	Iteration 0F: 2 clusters Score -391807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -388515.781250 Penalty: 3992.198975
	Iteration 0F: 3 clusters Score -388515.8 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -389185.343750 Penalty: 3992.198975
	Iteration 1F: 3 clusters Score -389185.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -389321.875000 Penalty: 3992.198975
	Iteration 2F: 3 clusters Score -389321.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -389390.468750 Penalty: 3992.198975
	Iteration 3Q: 3 clusters Score -389390.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -389437.531250 Penalty: 3992.198975
	Iteration 4Q: 3 clusters Score -389437.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389469.031250 Penalty: 3992.198975
	Iteration 5Q: 3 clusters Score -389469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -389487.656250 Penalty: 3992.198975
	Iteration 6Q: 3 clusters Score -389487.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -389504.406250 Penalty: 3992.198975
	Iteration 7Q: 3 clusters Score -389504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -389512.968750 Penalty: 3992.198975
	Iteration 8Q: 3 clusters Score -389513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -389522.187500 Penalty: 3992.198975
	Iteration 9Q: 3 clusters Score -389522.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -389531.500000 Penalty: 3992.198975
	Iteration 10Q: 3 clusters Score -389531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -389536.750000 Penalty: 3992.198975
	Iteration 11Q: 3 clusters Score -389536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389540.906250 Penalty: 3992.198975
	Iteration 12Q: 3 clusters Score -389540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -389543.093750 Penalty: 3992.198975
	Iteration 13Q: 3 clusters Score -389543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -389546.531250 Penalty: 3992.198975
	Iteration 14Q: 3 clusters Score -389546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -389548.906250 Penalty: 3992.198975
	Iteration 15Q: 3 clusters Score -389548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -389553.531250 Penalty: 3992.198975
	Iteration 16Q: 3 clusters Score -389553.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -389557.218750 Penalty: 3992.198975
	Iteration 17Q: 3 clusters Score -389557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389560.531250 Penalty: 3992.198975
	Iteration 18Q: 3 clusters Score -389560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -389566.406250 Penalty: 3992.198975
	Iteration 19Q: 3 clusters Score -389566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -389570.093750 Penalty: 3992.198975
	Iteration 20F: 3 clusters Score -389570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -389572.718750 Penalty: 3992.198975
	Iteration 21Q: 3 clusters Score -389572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -389576.593750 Penalty: 3992.198975
	Iteration 22Q: 3 clusters Score -389576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -389581.687500 Penalty: 3992.198975
	Iteration 23Q: 3 clusters Score -389581.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -389587.781250 Penalty: 3992.198975
	Iteration 24Q: 3 clusters Score -389587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -389594.062500 Penalty: 3992.198975
	Iteration 25Q: 3 clusters Score -389594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -389599.812500 Penalty: 3992.198975
	Iteration 26Q: 3 clusters Score -389599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -389609.000000 Penalty: 3992.198975
	Iteration 27Q: 3 clusters Score -389609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -389617.562500 Penalty: 3992.198975
	Iteration 28Q: 3 clusters Score -389617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -389623.156250 Penalty: 3992.198975
	Iteration 29Q: 3 clusters Score -389623.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -389627.093750 Penalty: 3992.198975
	Iteration 30Q: 3 clusters Score -389627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389631.156250 Penalty: 3992.198975
	Iteration 31Q: 3 clusters Score -389631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -389637.343750 Penalty: 3992.198975
	Iteration 32Q: 3 clusters Score -389637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -389645.218750 Penalty: 3992.198975
	Iteration 33Q: 3 clusters Score -389645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -389649.656250 Penalty: 3992.198975
	Iteration 34Q: 3 clusters Score -389649.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -389656.125000 Penalty: 3992.198975
	Iteration 35Q: 3 clusters Score -389656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -389662.968750 Penalty: 3992.198975
	Iteration 36Q: 3 clusters Score -389663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -389667.531250 Penalty: 3992.198975
	Iteration 37Q: 3 clusters Score -389667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -389671.468750 Penalty: 3992.198975
	Iteration 38Q: 3 clusters Score -389671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -389672.937500 Penalty: 3992.198975
	Iteration 39Q: 3 clusters Score -389672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -389674.343750 Penalty: 3992.198975
	Iteration 40F: 3 clusters Score -389674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -389675.781250 Penalty: 3992.198975
	Iteration 41Q: 3 clusters Score -389675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -389677.437500 Penalty: 3992.198975
	Iteration 42Q: 3 clusters Score -389677.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -389678.187500 Penalty: 3992.198975
	Iteration 43Q: 3 clusters Score -389678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389679.656250 Penalty: 3992.198975
	Iteration 44Q: 3 clusters Score -389679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -389680.593750 Penalty: 3992.198975
	Iteration 45Q: 3 clusters Score -389680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -389680.843750 Penalty: 3992.198975
	Iteration 46Q: 3 clusters Score -389680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -389681.281250 Penalty: 3992.198975
	Iteration 47Q: 3 clusters Score -389681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -389681.000000 Penalty: 3992.198975
	Iteration 48Q: 3 clusters Score -389681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -389681.000000 Penalty: 3992.198975
	Iteration 49F: 3 clusters Score -389681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -133303.281250 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -133303.3 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 426 members 
Entering Unmasked Estep 
Score: -131562.296875 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -131562.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -132062.828125 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -132062.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132422.312500 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -132422.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132754.500000 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -132754.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132982.375000 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -132982.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -133082.375000 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -133082.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133169.906250 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -133169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133207.390625 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -133207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133214.640625 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -133214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133226.515625 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -133226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133223.500000 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -133223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133234.578125 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -133234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133234.156250 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -133234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133246.218750 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -133246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133258.546875 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -133258.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133256.156250 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -133256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133252.343750 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -133252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133264.656250 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -133264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133264.953125 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -133265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133260.781250 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -133260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133269.750000 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -133269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Entering Unmasked Estep 
Score: -1760993.625000 Penalty: 2370.865234
	Iteration 0F: 2 clusters Score -1760994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1750687.750000 Penalty: 4741.730469
	Iteration 0F: 3 clusters Score -1750688 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1753933.250000 Penalty: 4741.730469
	Iteration 1F: 3 clusters Score -1753933 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1754294.250000 Penalty: 4741.730469
	Iteration 2F: 3 clusters Score -1754294 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1754577.000000 Penalty: 4741.730469
	Iteration 3Q: 3 clusters Score -1754577 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1754836.625000 Penalty: 4741.730469
	Iteration 4Q: 3 clusters Score -1754837 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1755119.500000 Penalty: 4741.730469
	Iteration 5Q: 3 clusters Score -1755120 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1755429.500000 Penalty: 4741.730469
	Iteration 6Q: 3 clusters Score -1755430 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1755827.875000 Penalty: 4741.730469
	Iteration 7Q: 3 clusters Score -1755828 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1756373.000000 Penalty: 4741.730469
	Iteration 8F: 3 clusters Score -1756373 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1757006.500000 Penalty: 4741.730469
	Iteration 9F: 3 clusters Score -1757006 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1757601.250000 Penalty: 4741.730469
	Iteration 10F: 3 clusters Score -1757601 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1758039.000000 Penalty: 4741.730469
	Iteration 11Q: 3 clusters Score -1758039 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1758313.000000 Penalty: 4741.730469
	Iteration 12Q: 3 clusters Score -1758313 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1758504.750000 Penalty: 4741.730469
	Iteration 13Q: 3 clusters Score -1758505 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1758646.750000 Penalty: 4741.730469
	Iteration 14Q: 3 clusters Score -1758647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1758775.500000 Penalty: 4741.730469
	Iteration 15Q: 3 clusters Score -1758776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1758884.250000 Penalty: 4741.730469
	Iteration 16Q: 3 clusters Score -1758884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1758989.250000 Penalty: 4741.730469
	Iteration 17Q: 3 clusters Score -1758989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1759068.000000 Penalty: 4741.730469
	Iteration 18Q: 3 clusters Score -1759068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1759126.250000 Penalty: 4741.730469
	Iteration 19Q: 3 clusters Score -1759126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1759172.875000 Penalty: 4741.730469
	Iteration 20F: 3 clusters Score -1759173 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1759196.375000 Penalty: 4741.730469
	Iteration 21Q: 3 clusters Score -1759196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1759215.375000 Penalty: 4741.730469
	Iteration 22Q: 3 clusters Score -1759215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1759226.625000 Penalty: 4741.730469
	Iteration 23Q: 3 clusters Score -1759227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1759238.875000 Penalty: 4741.730469
	Iteration 24Q: 3 clusters Score -1759239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1759248.000000 Penalty: 4741.730469
	Iteration 25Q: 3 clusters Score -1759248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1759253.625000 Penalty: 4741.730469
	Iteration 26Q: 3 clusters Score -1759254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1759249.750000 Penalty: 4741.730469
	Iteration 27Q: 3 clusters Score -1759250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1759261.875000 Penalty: 4741.730469
	Iteration 28Q: 3 clusters Score -1759262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1759263.250000 Penalty: 4741.730469
	Iteration 29Q: 3 clusters Score -1759263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1759270.875000 Penalty: 4741.730469
	Iteration 30Q: 3 clusters Score -1759271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1759274.750000 Penalty: 4741.730469
	Iteration 31Q: 3 clusters Score -1759275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1759276.250000 Penalty: 4741.730469
	Iteration 32Q: 3 clusters Score -1759276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1759278.125000 Penalty: 4741.730469
	Iteration 33Q: 3 clusters Score -1759278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1759280.125000 Penalty: 4741.730469
	Iteration 34Q: 3 clusters Score -1759280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1759280.750000 Penalty: 4741.730469
	Iteration 35Q: 3 clusters Score -1759281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1759280.750000 Penalty: 4741.730469
	Iteration 36Q: 3 clusters Score -1759281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1759289.125000 Penalty: 4741.730469
	Iteration 37Q: 3 clusters Score -1759289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1759289.875000 Penalty: 4741.730469
	Iteration 38Q: 3 clusters Score -1759290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1759291.625000 Penalty: 4741.730469
	Iteration 39Q: 3 clusters Score -1759292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1759291.625000 Penalty: 4741.730469
	Iteration 40F: 3 clusters Score -1759292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1759294.750000 Penalty: 4741.730469
	Iteration 41Q: 3 clusters Score -1759295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1759302.750000 Penalty: 4741.730469
	Iteration 42Q: 3 clusters Score -1759303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1759309.500000 Penalty: 4741.730469
	Iteration 43Q: 3 clusters Score -1759310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1759308.125000 Penalty: 4741.730469
	Iteration 44Q: 3 clusters Score -1759308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1759315.750000 Penalty: 4741.730469
	Iteration 45Q: 3 clusters Score -1759316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1759315.000000 Penalty: 4741.730469
	Iteration 46Q: 3 clusters Score -1759315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1759323.125000 Penalty: 4741.730469
	Iteration 47Q: 3 clusters Score -1759323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1759326.500000 Penalty: 4741.730469
	Iteration 48Q: 3 clusters Score -1759326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1759326.375000 Penalty: 4741.730469
	Iteration 49Q: 3 clusters Score -1759326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1759326.875000 Penalty: 4741.730469
	Iteration 50Q: 3 clusters Score -1759327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1759323.000000 Penalty: 4741.730469
	Iteration 51Q: 3 clusters Score -1759323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1759326.875000 Penalty: 4741.730469
	Iteration 52Q: 3 clusters Score -1759327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1759329.500000 Penalty: 4741.730469
	Iteration 53Q: 3 clusters Score -1759330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1759329.125000 Penalty: 4741.730469
	Iteration 54Q: 3 clusters Score -1759329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1759329.500000 Penalty: 4741.730469
	Iteration 55Q: 3 clusters Score -1759330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1759333.375000 Penalty: 4741.730469
	Iteration 56Q: 3 clusters Score -1759333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1759332.500000 Penalty: 4741.730469
	Iteration 57Q: 3 clusters Score -1759332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1759330.625000 Penalty: 4741.730469
	Iteration 58Q: 3 clusters Score -1759331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1759332.625000 Penalty: 4741.730469
	Iteration 59Q: 3 clusters Score -1759333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1759332.000000 Penalty: 4741.730469
	Iteration 60F: 3 clusters Score -1759332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1759336.625000 Penalty: 4741.730469
	Iteration 61Q: 3 clusters Score -1759337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1759338.875000 Penalty: 4741.730469
	Iteration 62Q: 3 clusters Score -1759339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1759336.875000 Penalty: 4741.730469
	Iteration 63Q: 3 clusters Score -1759337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1759337.250000 Penalty: 4741.730469
	Iteration 64Q: 3 clusters Score -1759337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1759338.750000 Penalty: 4741.730469
	Iteration 65Q: 3 clusters Score -1759339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1759339.250000 Penalty: 4741.730469
	Iteration 66Q: 3 clusters Score -1759339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1759338.375000 Penalty: 4741.730469
	Iteration 67Q: 3 clusters Score -1759338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1759336.750000 Penalty: 4741.730469
	Iteration 68Q: 3 clusters Score -1759337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1759337.750000 Penalty: 4741.730469
	Iteration 69Q: 3 clusters Score -1759338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1759341.125000 Penalty: 4741.730469
	Iteration 70Q: 3 clusters Score -1759341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1759342.250000 Penalty: 4741.730469
	Iteration 71Q: 3 clusters Score -1759342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1759341.125000 Penalty: 4741.730469
	Iteration 72Q: 3 clusters Score -1759341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1759342.250000 Penalty: 4741.730469
	Iteration 73Q: 3 clusters Score -1759342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1759343.250000 Penalty: 4741.730469
	Iteration 74Q: 3 clusters Score -1759343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1759342.750000 Penalty: 4741.730469
	Iteration 75Q: 3 clusters Score -1759343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1759348.500000 Penalty: 4741.730469
	Iteration 76Q: 3 clusters Score -1759348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1759348.000000 Penalty: 4741.730469
	Iteration 77Q: 3 clusters Score -1759348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1759349.875000 Penalty: 4741.730469
	Iteration 78Q: 3 clusters Score -1759350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1759348.625000 Penalty: 4741.730469
	Iteration 79Q: 3 clusters Score -1759349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1759352.000000 Penalty: 4741.730469
	Iteration 80F: 3 clusters Score -1759352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1759351.375000 Penalty: 4741.730469
	Iteration 81Q: 3 clusters Score -1759351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1759354.250000 Penalty: 4741.730469
	Iteration 82Q: 3 clusters Score -1759354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1759351.375000 Penalty: 4741.730469
	Iteration 83Q: 3 clusters Score -1759351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1759354.625000 Penalty: 4741.730469
	Iteration 84Q: 3 clusters Score -1759355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1759357.875000 Penalty: 4741.730469
	Iteration 85Q: 3 clusters Score -1759358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1759357.250000 Penalty: 4741.730469
	Iteration 86Q: 3 clusters Score -1759357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1759357.000000 Penalty: 4741.730469
	Iteration 87Q: 3 clusters Score -1759357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1759353.875000 Penalty: 4741.730469
	Iteration 88Q: 3 clusters Score -1759354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1759356.750000 Penalty: 4741.730469
	Iteration 89Q: 3 clusters Score -1759357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1759355.500000 Penalty: 4741.730469
	Iteration 90Q: 3 clusters Score -1759356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1759356.500000 Penalty: 4741.730469
	Iteration 91Q: 3 clusters Score -1759356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1759358.250000 Penalty: 4741.730469
	Iteration 92Q: 3 clusters Score -1759358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1759357.375000 Penalty: 4741.730469
	Iteration 93Q: 3 clusters Score -1759357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1759357.000000 Penalty: 4741.730469
	Iteration 94Q: 3 clusters Score -1759357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1759360.500000 Penalty: 4741.730469
	Iteration 95Q: 3 clusters Score -1759360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1759359.000000 Penalty: 4741.730469
	Iteration 96Q: 3 clusters Score -1759359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1759358.750000 Penalty: 4741.730469
	Iteration 97Q: 3 clusters Score -1759359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1759363.875000 Penalty: 4741.730469
	Iteration 98Q: 3 clusters Score -1759364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1759360.625000 Penalty: 4741.730469
	Iteration 99Q: 3 clusters Score -1759361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1759365.125000 Penalty: 4741.730469
	Iteration 100F: 3 clusters Score -1759365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1759367.250000 Penalty: 4741.730469
	Iteration 101Q: 3 clusters Score -1759367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1759372.875000 Penalty: 4741.730469
	Iteration 102Q: 3 clusters Score -1759373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1759372.000000 Penalty: 4741.730469
	Iteration 103Q: 3 clusters Score -1759372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1759372.875000 Penalty: 4741.730469
	Iteration 104Q: 3 clusters Score -1759373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1759372.875000 Penalty: 4741.730469
	Iteration 105Q: 3 clusters Score -1759373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1759376.250000 Penalty: 4741.730469
	Iteration 106Q: 3 clusters Score -1759376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1759376.000000 Penalty: 4741.730469
	Iteration 107Q: 3 clusters Score -1759376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1759376.000000 Penalty: 4741.730469
	Iteration 108Q: 3 clusters Score -1759376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1759376.875000 Penalty: 4741.730469
	Iteration 109Q: 3 clusters Score -1759377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1759382.500000 Penalty: 4741.730469
	Iteration 110Q: 3 clusters Score -1759382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1759385.875000 Penalty: 4741.730469
	Iteration 111Q: 3 clusters Score -1759386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1759387.875000 Penalty: 4741.730469
	Iteration 112Q: 3 clusters Score -1759388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1759388.750000 Penalty: 4741.730469
	Iteration 113Q: 3 clusters Score -1759389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1759391.625000 Penalty: 4741.730469
	Iteration 114Q: 3 clusters Score -1759392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1759398.750000 Penalty: 4741.730469
	Iteration 115Q: 3 clusters Score -1759399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1759402.000000 Penalty: 4741.730469
	Iteration 116Q: 3 clusters Score -1759402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1759399.000000 Penalty: 4741.730469
	Iteration 117Q: 3 clusters Score -1759399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1759407.125000 Penalty: 4741.730469
	Iteration 118Q: 3 clusters Score -1759407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1759413.250000 Penalty: 4741.730469
	Iteration 119Q: 3 clusters Score -1759413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1759420.375000 Penalty: 4741.730469
	Iteration 120F: 3 clusters Score -1759420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1759431.625000 Penalty: 4741.730469
	Iteration 121Q: 3 clusters Score -1759432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1759433.375000 Penalty: 4741.730469
	Iteration 122Q: 3 clusters Score -1759433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1759438.625000 Penalty: 4741.730469
	Iteration 123Q: 3 clusters Score -1759439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1759437.250000 Penalty: 4741.730469
	Iteration 124Q: 3 clusters Score -1759437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1759443.500000 Penalty: 4741.730469
	Iteration 125Q: 3 clusters Score -1759444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1759446.250000 Penalty: 4741.730469
	Iteration 126Q: 3 clusters Score -1759446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1759448.000000 Penalty: 4741.730469
	Iteration 127Q: 3 clusters Score -1759448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1759450.125000 Penalty: 4741.730469
	Iteration 128Q: 3 clusters Score -1759450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1759452.250000 Penalty: 4741.730469
	Iteration 129Q: 3 clusters Score -1759452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1759456.250000 Penalty: 4741.730469
	Iteration 130Q: 3 clusters Score -1759456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1759457.750000 Penalty: 4741.730469
	Iteration 131Q: 3 clusters Score -1759458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1759458.750000 Penalty: 4741.730469
	Iteration 132Q: 3 clusters Score -1759459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1759456.375000 Penalty: 4741.730469
	Iteration 133Q: 3 clusters Score -1759456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1759458.250000 Penalty: 4741.730469
	Iteration 134Q: 3 clusters Score -1759458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1759454.250000 Penalty: 4741.730469
	Iteration 135Q: 3 clusters Score -1759454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1759458.375000 Penalty: 4741.730469
	Iteration 136Q: 3 clusters Score -1759458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1759459.625000 Penalty: 4741.730469
	Iteration 137Q: 3 clusters Score -1759460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1759461.750000 Penalty: 4741.730469
	Iteration 138Q: 3 clusters Score -1759462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1759465.500000 Penalty: 4741.730469
	Iteration 139Q: 3 clusters Score -1759466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1759461.000000 Penalty: 4741.730469
	Iteration 140F: 3 clusters Score -1759461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1759463.500000 Penalty: 4741.730469
	Iteration 141Q: 3 clusters Score -1759464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1759464.625000 Penalty: 4741.730469
	Iteration 142Q: 3 clusters Score -1759465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1759465.125000 Penalty: 4741.730469
	Iteration 143Q: 3 clusters Score -1759465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1759465.125000 Penalty: 4741.730469
	Iteration 144F: 3 clusters Score -1759465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Entering Unmasked Estep 
Score: -892092.875000 Penalty: 2203.211670
	Iteration 0F: 2 clusters Score -892092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -886180.125000 Penalty: 4406.423340
	Iteration 0F: 3 clusters Score -886180.1 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -887777.500000 Penalty: 4406.423340
	Iteration 1F: 3 clusters Score -887777.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -888049.625000 Penalty: 4406.423340
	Iteration 2F: 3 clusters Score -888049.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -888240.437500 Penalty: 4406.423340
	Iteration 3F: 3 clusters Score -888240.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -888381.062500 Penalty: 4406.423340
	Iteration 4Q: 3 clusters Score -888381.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -888513.750000 Penalty: 4406.423340
	Iteration 5Q: 3 clusters Score -888513.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -888628.312500 Penalty: 4406.423340
	Iteration 6Q: 3 clusters Score -888628.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -888740.937500 Penalty: 4406.423340
	Iteration 7Q: 3 clusters Score -888740.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -888879.187500 Penalty: 4406.423340
	Iteration 8Q: 3 clusters Score -888879.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -889027.687500 Penalty: 4406.423340
	Iteration 9Q: 3 clusters Score -889027.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -889171.500000 Penalty: 4406.423340
	Iteration 10Q: 3 clusters Score -889171.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -889314.375000 Penalty: 4406.423340
	Iteration 11Q: 3 clusters Score -889314.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -889448.437500 Penalty: 4406.423340
	Iteration 12Q: 3 clusters Score -889448.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -889559.875000 Penalty: 4406.423340
	Iteration 13Q: 3 clusters Score -889559.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -889655.000000 Penalty: 4406.423340
	Iteration 14Q: 3 clusters Score -889655 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -889732.250000 Penalty: 4406.423340
	Iteration 15Q: 3 clusters Score -889732.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -889804.625000 Penalty: 4406.423340
	Iteration 16Q: 3 clusters Score -889804.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -889857.375000 Penalty: 4406.423340
	Iteration 17Q: 3 clusters Score -889857.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -889914.500000 Penalty: 4406.423340
	Iteration 18Q: 3 clusters Score -889914.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -889957.375000 Penalty: 4406.423340
	Iteration 19Q: 3 clusters Score -889957.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -890001.500000 Penalty: 4406.423340
	Iteration 20F: 3 clusters Score -890001.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -890041.562500 Penalty: 4406.423340
	Iteration 21Q: 3 clusters Score -890041.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -890073.875000 Penalty: 4406.423340
	Iteration 22Q: 3 clusters Score -890073.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -890109.125000 Penalty: 4406.423340
	Iteration 23Q: 3 clusters Score -890109.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -890136.187500 Penalty: 4406.423340
	Iteration 24Q: 3 clusters Score -890136.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -890158.750000 Penalty: 4406.423340
	Iteration 25Q: 3 clusters Score -890158.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -890173.000000 Penalty: 4406.423340
	Iteration 26Q: 3 clusters Score -890173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -890186.562500 Penalty: 4406.423340
	Iteration 27Q: 3 clusters Score -890186.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -890203.062500 Penalty: 4406.423340
	Iteration 28Q: 3 clusters Score -890203.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -890217.500000 Penalty: 4406.423340
	Iteration 29Q: 3 clusters Score -890217.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -890226.875000 Penalty: 4406.423340
	Iteration 30Q: 3 clusters Score -890226.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -890239.000000 Penalty: 4406.423340
	Iteration 31Q: 3 clusters Score -890239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -890248.562500 Penalty: 4406.423340
	Iteration 32Q: 3 clusters Score -890248.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -890257.937500 Penalty: 4406.423340
	Iteration 33Q: 3 clusters Score -890257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -890265.250000 Penalty: 4406.423340
	Iteration 34Q: 3 clusters Score -890265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -890271.562500 Penalty: 4406.423340
	Iteration 35Q: 3 clusters Score -890271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -890277.812500 Penalty: 4406.423340
	Iteration 36Q: 3 clusters Score -890277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -890285.437500 Penalty: 4406.423340
	Iteration 37Q: 3 clusters Score -890285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -890292.125000 Penalty: 4406.423340
	Iteration 38Q: 3 clusters Score -890292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -890299.500000 Penalty: 4406.423340
	Iteration 39Q: 3 clusters Score -890299.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -890306.000000 Penalty: 4406.423340
	Iteration 40F: 3 clusters Score -890306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -890310.625000 Penalty: 4406.423340
	Iteration 41Q: 3 clusters Score -890310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -890314.312500 Penalty: 4406.423340
	Iteration 42Q: 3 clusters Score -890314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -890315.375000 Penalty: 4406.423340
	Iteration 43Q: 3 clusters Score -890315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -890315.562500 Penalty: 4406.423340
	Iteration 44Q: 3 clusters Score -890315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -890316.187500 Penalty: 4406.423340
	Iteration 45Q: 3 clusters Score -890316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -890318.437500 Penalty: 4406.423340
	Iteration 46Q: 3 clusters Score -890318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -890318.812500 Penalty: 4406.423340
	Iteration 47Q: 3 clusters Score -890318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -890324.125000 Penalty: 4406.423340
	Iteration 48Q: 3 clusters Score -890324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -890328.250000 Penalty: 4406.423340
	Iteration 49Q: 3 clusters Score -890328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -890333.312500 Penalty: 4406.423340
	Iteration 50Q: 3 clusters Score -890333.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -890339.500000 Penalty: 4406.423340
	Iteration 51Q: 3 clusters Score -890339.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -890345.125000 Penalty: 4406.423340
	Iteration 52Q: 3 clusters Score -890345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -890348.937500 Penalty: 4406.423340
	Iteration 53Q: 3 clusters Score -890348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -890353.062500 Penalty: 4406.423340
	Iteration 54Q: 3 clusters Score -890353.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -890356.187500 Penalty: 4406.423340
	Iteration 55Q: 3 clusters Score -890356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -890358.562500 Penalty: 4406.423340
	Iteration 56Q: 3 clusters Score -890358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -890362.250000 Penalty: 4406.423340
	Iteration 57Q: 3 clusters Score -890362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -890363.187500 Penalty: 4406.423340
	Iteration 58Q: 3 clusters Score -890363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -890364.562500 Penalty: 4406.423340
	Iteration 59Q: 3 clusters Score -890364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -890366.687500 Penalty: 4406.423340
	Iteration 60F: 3 clusters Score -890366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -890367.375000 Penalty: 4406.423340
	Iteration 61Q: 3 clusters Score -890367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -890369.437500 Penalty: 4406.423340
	Iteration 62Q: 3 clusters Score -890369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -890371.875000 Penalty: 4406.423340
	Iteration 63Q: 3 clusters Score -890371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -890373.812500 Penalty: 4406.423340
	Iteration 64Q: 3 clusters Score -890373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -890374.375000 Penalty: 4406.423340
	Iteration 65Q: 3 clusters Score -890374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -890376.750000 Penalty: 4406.423340
	Iteration 66Q: 3 clusters Score -890376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -890379.000000 Penalty: 4406.423340
	Iteration 67Q: 3 clusters Score -890379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -890377.375000 Penalty: 4406.423340
	Iteration 68Q: 3 clusters Score -890377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -890377.375000 Penalty: 4406.423340
	Iteration 69F: 3 clusters Score -890377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -927822.437500 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -927822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -921663.125000 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -921663.1 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -923443.937500 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -923443.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -923785.250000 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -923785.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -924070.750000 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -924070.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -924384.562500 Penalty: 4424.976562
	Iteration 4F: 3 clusters Score -924384.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -924793.062500 Penalty: 4424.976562
	Iteration 5F: 3 clusters Score -924793.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -925243.812500 Penalty: 4424.976562
	Iteration 6F: 3 clusters Score -925243.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -925680.875000 Penalty: 4424.976562
	Iteration 7F: 3 clusters Score -925680.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -926060.562500 Penalty: 4424.976562
	Iteration 8F: 3 clusters Score -926060.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -926343.125000 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -926343.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -926553.625000 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -926553.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -926737.312500 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -926737.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -926870.875000 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -926870.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -926988.687500 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -926988.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -927062.562500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -927062.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -927114.312500 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -927114.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -927142.250000 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -927142.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -927165.187500 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -927165.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -927180.500000 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -927180.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -927195.875000 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -927195.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -927207.000000 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -927207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -927215.937500 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -927215.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -927224.875000 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -927224.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -927229.250000 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -927229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -927235.000000 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -927235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -927238.062500 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -927238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -927245.437500 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -927245.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -927253.375000 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -927253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -927255.125000 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -927255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -927257.937500 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -927257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -927260.875000 Penalty: 4424.976562
	Iteration 30Q: 3 clusters Score -927260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -927258.375000 Penalty: 4424.976562
	Iteration 31Q: 3 clusters Score -927258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -927259.562500 Penalty: 4424.976562
	Iteration 32Q: 3 clusters Score -927259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -927259.625000 Penalty: 4424.976562
	Iteration 33Q: 3 clusters Score -927259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -927260.312500 Penalty: 4424.976562
	Iteration 34Q: 3 clusters Score -927260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -927262.625000 Penalty: 4424.976562
	Iteration 35Q: 3 clusters Score -927262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -927261.812500 Penalty: 4424.976562
	Iteration 36Q: 3 clusters Score -927261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -927262.750000 Penalty: 4424.976562
	Iteration 37Q: 3 clusters Score -927262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -927262.750000 Penalty: 4424.976562
	Iteration 38F: 3 clusters Score -927262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -2178244.500000 Penalty: 2424.770508
	Iteration 0F: 2 clusters Score -2178244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2165689.000000 Penalty: 4849.541016
	Iteration 0F: 3 clusters Score -2165689 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2169899.750000 Penalty: 4849.541016
	Iteration 1F: 3 clusters Score -2169900 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2170290.500000 Penalty: 4849.541016
	Iteration 2F: 3 clusters Score -2170290 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2170604.500000 Penalty: 4849.541016
	Iteration 3Q: 3 clusters Score -2170604 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2170891.000000 Penalty: 4849.541016
	Iteration 4Q: 3 clusters Score -2170891 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2171194.500000 Penalty: 4849.541016
	Iteration 5Q: 3 clusters Score -2171194 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2171535.250000 Penalty: 4849.541016
	Iteration 6Q: 3 clusters Score -2171535 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2171958.750000 Penalty: 4849.541016
	Iteration 7Q: 3 clusters Score -2171959 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2172451.250000 Penalty: 4849.541016
	Iteration 8Q: 3 clusters Score -2172451 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2172904.750000 Penalty: 4849.541016
	Iteration 9Q: 3 clusters Score -2172905 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2173368.750000 Penalty: 4849.541016
	Iteration 10Q: 3 clusters Score -2173369 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2173771.250000 Penalty: 4849.541016
	Iteration 11Q: 3 clusters Score -2173771 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2174116.000000 Penalty: 4849.541016
	Iteration 12Q: 3 clusters Score -2174116 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2174416.250000 Penalty: 4849.541016
	Iteration 13Q: 3 clusters Score -2174416 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2174676.500000 Penalty: 4849.541016
	Iteration 14Q: 3 clusters Score -2174676 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2174951.000000 Penalty: 4849.541016
	Iteration 15Q: 3 clusters Score -2174951 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2175192.000000 Penalty: 4849.541016
	Iteration 16Q: 3 clusters Score -2175192 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2175367.250000 Penalty: 4849.541016
	Iteration 17Q: 3 clusters Score -2175367 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2175531.500000 Penalty: 4849.541016
	Iteration 18Q: 3 clusters Score -2175532 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2175668.750000 Penalty: 4849.541016
	Iteration 19Q: 3 clusters Score -2175669 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2175804.000000 Penalty: 4849.541016
	Iteration 20F: 3 clusters Score -2175804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2175882.250000 Penalty: 4849.541016
	Iteration 21Q: 3 clusters Score -2175882 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2175946.000000 Penalty: 4849.541016
	Iteration 22Q: 3 clusters Score -2175946 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2176005.250000 Penalty: 4849.541016
	Iteration 23Q: 3 clusters Score -2176005 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2176039.250000 Penalty: 4849.541016
	Iteration 24Q: 3 clusters Score -2176039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2176072.500000 Penalty: 4849.541016
	Iteration 25Q: 3 clusters Score -2176072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2176106.000000 Penalty: 4849.541016
	Iteration 26Q: 3 clusters Score -2176106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2176144.000000 Penalty: 4849.541016
	Iteration 27Q: 3 clusters Score -2176144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2176186.000000 Penalty: 4849.541016
	Iteration 28Q: 3 clusters Score -2176186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2176216.750000 Penalty: 4849.541016
	Iteration 29Q: 3 clusters Score -2176217 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2176246.000000 Penalty: 4849.541016
	Iteration 30Q: 3 clusters Score -2176246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2176272.500000 Penalty: 4849.541016
	Iteration 31Q: 3 clusters Score -2176272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2176294.750000 Penalty: 4849.541016
	Iteration 32Q: 3 clusters Score -2176295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2176310.750000 Penalty: 4849.541016
	Iteration 33Q: 3 clusters Score -2176311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2176325.250000 Penalty: 4849.541016
	Iteration 34Q: 3 clusters Score -2176325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2176337.500000 Penalty: 4849.541016
	Iteration 35Q: 3 clusters Score -2176338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2176349.500000 Penalty: 4849.541016
	Iteration 36Q: 3 clusters Score -2176350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2176351.250000 Penalty: 4849.541016
	Iteration 37Q: 3 clusters Score -2176351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2176356.750000 Penalty: 4849.541016
	Iteration 38Q: 3 clusters Score -2176357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2176360.750000 Penalty: 4849.541016
	Iteration 39Q: 3 clusters Score -2176361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2176361.500000 Penalty: 4849.541016
	Iteration 40F: 3 clusters Score -2176362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2176369.500000 Penalty: 4849.541016
	Iteration 41Q: 3 clusters Score -2176370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2176368.000000 Penalty: 4849.541016
	Iteration 42Q: 3 clusters Score -2176368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2176371.250000 Penalty: 4849.541016
	Iteration 43Q: 3 clusters Score -2176371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2176369.500000 Penalty: 4849.541016
	Iteration 44Q: 3 clusters Score -2176370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2176375.000000 Penalty: 4849.541016
	Iteration 45Q: 3 clusters Score -2176375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2176375.000000 Penalty: 4849.541016
	Iteration 46F: 3 clusters Score -2176375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 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 121 members 
Entering Unmasked Estep 
Score: -22254.916016 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22254.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22375.652344 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22375.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22410.251953 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -22410.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22411.980469 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22411.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22421.691406 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -22421.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22439.070312 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -22439.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22442.757812 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -22442.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22442.757812 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -22442.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Entering Unmasked Estep 
Score: -3012132.500000 Penalty: 2501.249512
	Iteration 0F: 2 clusters Score -3012132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2995223.250000 Penalty: 5002.499023
	Iteration 0F: 3 clusters Score -2995223 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3001189.500000 Penalty: 5002.499023
	Iteration 1F: 3 clusters Score -3001190 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3001751.750000 Penalty: 5002.499023
	Iteration 2F: 3 clusters Score -3001752 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3002368.250000 Penalty: 5002.499023
	Iteration 3F: 3 clusters Score -3002368 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3003141.250000 Penalty: 5002.499023
	Iteration 4F: 3 clusters Score -3003141 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3004154.500000 Penalty: 5002.499023
	Iteration 5F: 3 clusters Score -3004154 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3005486.500000 Penalty: 5002.499023
	Iteration 6F: 3 clusters Score -3005486 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3006958.000000 Penalty: 5002.499023
	Iteration 7F: 3 clusters Score -3006958 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3008216.250000 Penalty: 5002.499023
	Iteration 8F: 3 clusters Score -3008216 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3009001.750000 Penalty: 5002.499023
	Iteration 9Q: 3 clusters Score -3009002 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3009402.500000 Penalty: 5002.499023
	Iteration 10Q: 3 clusters Score -3009402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3009608.750000 Penalty: 5002.499023
	Iteration 11Q: 3 clusters Score -3009609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3009741.250000 Penalty: 5002.499023
	Iteration 12Q: 3 clusters Score -3009741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3009804.500000 Penalty: 5002.499023
	Iteration 13Q: 3 clusters Score -3009804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3009851.750000 Penalty: 5002.499023
	Iteration 14Q: 3 clusters Score -3009852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3009889.250000 Penalty: 5002.499023
	Iteration 15Q: 3 clusters Score -3009889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3009914.500000 Penalty: 5002.499023
	Iteration 16Q: 3 clusters Score -3009914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3009932.250000 Penalty: 5002.499023
	Iteration 17Q: 3 clusters Score -3009932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3009941.750000 Penalty: 5002.499023
	Iteration 18Q: 3 clusters Score -3009942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3009948.750000 Penalty: 5002.499023
	Iteration 19Q: 3 clusters Score -3009949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3009949.500000 Penalty: 5002.499023
	Iteration 20F: 3 clusters Score -3009950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3009953.500000 Penalty: 5002.499023
	Iteration 21Q: 3 clusters Score -3009954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3009953.500000 Penalty: 5002.499023
	Iteration 22F: 3 clusters Score -3009954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -670792.000000 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -670792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -665882.125000 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -665882.1 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -667188.750000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -667188.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -667581.187500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -667581.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -667994.625000 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -667994.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -668415.687500 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -668415.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -668764.687500 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -668764.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -668982.687500 Penalty: 4281.270020
	Iteration 6F: 3 clusters Score -668982.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -669155.875000 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -669155.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -669265.437500 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -669265.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -669351.937500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -669351.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669407.625000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -669407.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -669451.312500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -669451.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669472.812500 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -669472.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -669485.750000 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -669485.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -669497.562500 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -669497.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -669505.937500 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -669505.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -669511.937500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -669511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -669513.500000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -669513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -669519.000000 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -669519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -669519.125000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -669519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669523.000000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -669523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -669527.187500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -669527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -669528.687500 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -669528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -669534.000000 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -669534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -669538.562500 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -669538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -669540.125000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -669540.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -669543.562500 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -669543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -669545.187500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -669545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -669547.562500 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -669547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -669548.750000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -669548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -669550.500000 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -669550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -669551.937500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -669551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -669555.062500 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -669555.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -669556.687500 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -669556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -669559.562500 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -669559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -669561.812500 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -669561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -669563.812500 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -669563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -669566.687500 Penalty: 4281.270020
	Iteration 37Q: 3 clusters Score -669566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669568.312500 Penalty: 4281.270020
	Iteration 38Q: 3 clusters Score -669568.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -669574.875000 Penalty: 4281.270020
	Iteration 39Q: 3 clusters Score -669574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -669580.312500 Penalty: 4281.270020
	Iteration 40F: 3 clusters Score -669580.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -669584.312500 Penalty: 4281.270020
	Iteration 41Q: 3 clusters Score -669584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -669586.500000 Penalty: 4281.270020
	Iteration 42Q: 3 clusters Score -669586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -669587.875000 Penalty: 4281.270020
	Iteration 43Q: 3 clusters Score -669587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -669588.875000 Penalty: 4281.270020
	Iteration 44Q: 3 clusters Score -669588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -669589.312500 Penalty: 4281.270020
	Iteration 45Q: 3 clusters Score -669589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669590.062500 Penalty: 4281.270020
	Iteration 46Q: 3 clusters Score -669590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669590.062500 Penalty: 4281.270020
	Iteration 47F: 3 clusters Score -669590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1145986.500000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1145986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1138059.500000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1138060 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1140637.500000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1140638 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1141185.625000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1141186 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1141712.000000 Penalty: 4585.200195
	Iteration 3F: 3 clusters Score -1141712 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1142246.375000 Penalty: 4585.200195
	Iteration 4F: 3 clusters Score -1142246 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1142667.125000 Penalty: 4585.200195
	Iteration 5F: 3 clusters Score -1142667 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1143017.875000 Penalty: 4585.200195
	Iteration 6Q: 3 clusters Score -1143018 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1143350.750000 Penalty: 4585.200195
	Iteration 7Q: 3 clusters Score -1143351 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1143588.125000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1143588 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1143762.750000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1143763 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1143916.875000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1143917 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1144058.500000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1144058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1144215.250000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1144215 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1144332.375000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1144332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1144431.375000 Penalty: 4585.200195
	Iteration 14Q: 3 clusters Score -1144431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1144499.500000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1144500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1144552.125000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1144552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1144580.625000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1144581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1144604.125000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1144604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1144627.750000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1144628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1144637.250000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1144637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1144649.375000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1144649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1144657.250000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1144657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1144659.500000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1144660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1144664.625000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1144665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1144666.250000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1144666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1144668.750000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1144669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1144671.375000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1144671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1144672.125000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1144672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1144674.625000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1144675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1144674.000000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1144674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1144674.000000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1144674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1144676.750000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1144677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1144678.500000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1144678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1144681.125000 Penalty: 4585.200195
	Iteration 34Q: 3 clusters Score -1144681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1144681.125000 Penalty: 4585.200195
	Iteration 35Q: 3 clusters Score -1144681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1144683.250000 Penalty: 4585.200195
	Iteration 36Q: 3 clusters Score -1144683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1144685.875000 Penalty: 4585.200195
	Iteration 37Q: 3 clusters Score -1144686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1144683.000000 Penalty: 4585.200195
	Iteration 38Q: 3 clusters Score -1144683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1144683.750000 Penalty: 4585.200195
	Iteration 39Q: 3 clusters Score -1144684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1144684.125000 Penalty: 4585.200195
	Iteration 40F: 3 clusters Score -1144684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1144684.250000 Penalty: 4585.200195
	Iteration 41Q: 3 clusters Score -1144684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1144685.250000 Penalty: 4585.200195
	Iteration 42Q: 3 clusters Score -1144685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1144685.500000 Penalty: 4585.200195
	Iteration 43Q: 3 clusters Score -1144686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1144685.500000 Penalty: 4585.200195
	Iteration 44F: 3 clusters Score -1144686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Entering Unmasked Estep 
Score: -1488382.625000 Penalty: 2332.583496
	Iteration 0F: 2 clusters Score -1488383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1479367.125000 Penalty: 4665.166992
	Iteration 0F: 3 clusters Score -1479367 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1482183.750000 Penalty: 4665.166992
	Iteration 1F: 3 clusters Score -1482184 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1482663.375000 Penalty: 4665.166992
	Iteration 2F: 3 clusters Score -1482663 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1483162.500000 Penalty: 4665.166992
	Iteration 3F: 3 clusters Score -1483162 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1483735.750000 Penalty: 4665.166992
	Iteration 4F: 3 clusters Score -1483736 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1484332.500000 Penalty: 4665.166992
	Iteration 5F: 3 clusters Score -1484332 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1484876.000000 Penalty: 4665.166992
	Iteration 6F: 3 clusters Score -1484876 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1485342.875000 Penalty: 4665.166992
	Iteration 7F: 3 clusters Score -1485343 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1485684.750000 Penalty: 4665.166992
	Iteration 8Q: 3 clusters Score -1485685 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1485962.750000 Penalty: 4665.166992
	Iteration 9Q: 3 clusters Score -1485963 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1486231.500000 Penalty: 4665.166992
	Iteration 10Q: 3 clusters Score -1486232 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1486500.625000 Penalty: 4665.166992
	Iteration 11Q: 3 clusters Score -1486501 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1486733.500000 Penalty: 4665.166992
	Iteration 12Q: 3 clusters Score -1486734 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1486987.500000 Penalty: 4665.166992
	Iteration 13Q: 3 clusters Score -1486988 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1487339.125000 Penalty: 4665.166992
	Iteration 14Q: 3 clusters Score -1487339 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1487714.125000 Penalty: 4665.166992
	Iteration 15Q: 3 clusters Score -1487714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1487837.625000 Penalty: 4665.166992
	Iteration 16Q: 3 clusters Score -1487838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1487891.500000 Penalty: 4665.166992
	Iteration 17Q: 3 clusters Score -1487892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1487923.500000 Penalty: 4665.166992
	Iteration 18Q: 3 clusters Score -1487924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1487936.875000 Penalty: 4665.166992
	Iteration 19Q: 3 clusters Score -1487937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1487951.250000 Penalty: 4665.166992
	Iteration 20F: 3 clusters Score -1487951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1487958.250000 Penalty: 4665.166992
	Iteration 21Q: 3 clusters Score -1487958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1487968.500000 Penalty: 4665.166992
	Iteration 22Q: 3 clusters Score -1487968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1487974.625000 Penalty: 4665.166992
	Iteration 23Q: 3 clusters Score -1487975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1487983.250000 Penalty: 4665.166992
	Iteration 24Q: 3 clusters Score -1487983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1487991.250000 Penalty: 4665.166992
	Iteration 25Q: 3 clusters Score -1487991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1488011.875000 Penalty: 4665.166992
	Iteration 26Q: 3 clusters Score -1488012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1488027.875000 Penalty: 4665.166992
	Iteration 27Q: 3 clusters Score -1488028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1488061.375000 Penalty: 4665.166992
	Iteration 28Q: 3 clusters Score -1488061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1488092.625000 Penalty: 4665.166992
	Iteration 29Q: 3 clusters Score -1488093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1488158.250000 Penalty: 4665.166992
	Iteration 30Q: 3 clusters Score -1488158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1488236.750000 Penalty: 4665.166992
	Iteration 31Q: 3 clusters Score -1488237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1488360.750000 Penalty: 4665.166992
	Iteration 32Q: 3 clusters Score -1488361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1488504.750000 Penalty: 4665.166992
	Iteration 33Q: 3 clusters Score -1488505 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1488654.500000 Penalty: 4665.166992
	Iteration 34Q: 3 clusters Score -1488654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1488808.125000 Penalty: 4665.166992
	Iteration 35Q: 3 clusters Score -1488808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1488954.875000 Penalty: 4665.166992
	Iteration 36Q: 3 clusters Score -1488955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1489073.000000 Penalty: 4665.166992
	Iteration 37Q: 3 clusters Score -1489073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1489144.875000 Penalty: 4665.166992
	Iteration 38Q: 3 clusters Score -1489145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1489209.875000 Penalty: 4665.166992
	Iteration 39Q: 3 clusters Score -1489210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1489342.625000 Penalty: 4665.166992
	Iteration 40F: 3 clusters Score -1489343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1489436.625000 Penalty: 4665.166992
	Iteration 41Q: 3 clusters Score -1489437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1489466.750000 Penalty: 4665.166992
	Iteration 42Q: 3 clusters Score -1489467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1489488.875000 Penalty: 4665.166992
	Iteration 43Q: 3 clusters Score -1489489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1489500.500000 Penalty: 4665.166992
	Iteration 44Q: 3 clusters Score -1489500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1489507.500000 Penalty: 4665.166992
	Iteration 45Q: 3 clusters Score -1489508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1489513.750000 Penalty: 4665.166992
	Iteration 46Q: 3 clusters Score -1489514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1489519.625000 Penalty: 4665.166992
	Iteration 47Q: 3 clusters Score -1489520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1489530.250000 Penalty: 4665.166992
	Iteration 48Q: 3 clusters Score -1489530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1489530.500000 Penalty: 4665.166992
	Iteration 49Q: 3 clusters Score -1489530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1489532.750000 Penalty: 4665.166992
	Iteration 50Q: 3 clusters Score -1489533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1489534.125000 Penalty: 4665.166992
	Iteration 51Q: 3 clusters Score -1489534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1489532.750000 Penalty: 4665.166992
	Iteration 52Q: 3 clusters Score -1489533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1489532.250000 Penalty: 4665.166992
	Iteration 53Q: 3 clusters Score -1489532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1489534.750000 Penalty: 4665.166992
	Iteration 54Q: 3 clusters Score -1489535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1489535.750000 Penalty: 4665.166992
	Iteration 55Q: 3 clusters Score -1489536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1489536.000000 Penalty: 4665.166992
	Iteration 56Q: 3 clusters Score -1489536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1489539.375000 Penalty: 4665.166992
	Iteration 57Q: 3 clusters Score -1489539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1489541.750000 Penalty: 4665.166992
	Iteration 58Q: 3 clusters Score -1489542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1489540.625000 Penalty: 4665.166992
	Iteration 59Q: 3 clusters Score -1489541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1489542.500000 Penalty: 4665.166992
	Iteration 60F: 3 clusters Score -1489542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1489543.375000 Penalty: 4665.166992
	Iteration 61Q: 3 clusters Score -1489543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1489543.375000 Penalty: 4665.166992
	Iteration 62F: 3 clusters Score -1489543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 4641 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 7515 members 
Entering Unmasked Estep 
Score: -134490896.000000 Penalty: 255510.078125
Splitting cluster 34 changes total score from -134491152.000000 to -134490896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -138363.437500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -138363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136258.765625 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -136258.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136596.265625 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -136596.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136709.734375 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -136709.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136781.859375 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -136781.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -136850.921875 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -136850.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136922.937500 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -136922.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136961.453125 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -136961.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137000.062500 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -137000.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -137039.359375 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -137039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -137078.890625 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -137078.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -137110.140625 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -137110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -137144.375000 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -137144.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -137171.656250 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -137171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137194.359375 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -137194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137228.406250 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -137228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137258.765625 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -137258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137275.312500 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -137275.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137297.640625 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -137297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137310.406250 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -137310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137316.718750 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -137316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137324.156250 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -137324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137328.031250 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -137328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137331.109375 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -137331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137333.343750 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -137333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137334.843750 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -137334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137337.078125 Penalty: 3515.022217
	Iteration 25Q: 3 clusters Score -137337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137340.843750 Penalty: 3515.022217
	Iteration 26Q: 3 clusters Score -137340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137342.734375 Penalty: 3515.022217
	Iteration 27Q: 3 clusters Score -137342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137344.812500 Penalty: 3515.022217
	Iteration 28Q: 3 clusters Score -137344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137352.015625 Penalty: 3515.022217
	Iteration 29Q: 3 clusters Score -137352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137361.546875 Penalty: 3515.022217
	Iteration 30Q: 3 clusters Score -137361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137362.718750 Penalty: 3515.022217
	Iteration 31Q: 3 clusters Score -137362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137362.718750 Penalty: 3515.022217
	Iteration 32F: 3 clusters Score -137362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -409826.000000 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409826 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -410520.250000 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410520.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -410673.031250 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -410757.718750 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410757.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -410829.062500 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410829.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410885.031250 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -410928.875000 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -410928.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410955.656250 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -410955.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -410975.593750 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -410975.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -410996.968750 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -410997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -411015.781250 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -411033.500000 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411033.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -411044.250000 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -411056.531250 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411056.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411070.750000 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -411082.781250 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411082.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411091.937500 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -411098.906250 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -411106.156250 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -411110.937500 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -411115.000000 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -411120.343750 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411120.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -411124.968750 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -411128.281250 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411128.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -411131.781250 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -411135.593750 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -411138.062500 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -411140.781250 Penalty: 4020.382080
	Iteration 27Q: 3 clusters Score -411140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -411143.875000 Penalty: 4020.382080
	Iteration 28Q: 3 clusters Score -411143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -411147.812500 Penalty: 4020.382080
	Iteration 29Q: 3 clusters Score -411147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -411150.906250 Penalty: 4020.382080
	Iteration 30Q: 3 clusters Score -411150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -411153.000000 Penalty: 4020.382080
	Iteration 31Q: 3 clusters Score -411153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -411155.312500 Penalty: 4020.382080
	Iteration 32Q: 3 clusters Score -411155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -411157.750000 Penalty: 4020.382080
	Iteration 33Q: 3 clusters Score -411157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -411158.156250 Penalty: 4020.382080
	Iteration 34Q: 3 clusters Score -411158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411159.750000 Penalty: 4020.382080
	Iteration 35Q: 3 clusters Score -411159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411159.625000 Penalty: 4020.382080
	Iteration 36Q: 3 clusters Score -411159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -411160.312500 Penalty: 4020.382080
	Iteration 37Q: 3 clusters Score -411160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411160.593750 Penalty: 4020.382080
	Iteration 38Q: 3 clusters Score -411160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -411161.781250 Penalty: 4020.382080
	Iteration 39Q: 3 clusters Score -411161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -411162.250000 Penalty: 4020.382080
	Iteration 40F: 3 clusters Score -411162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -177550.875000 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -177550.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175113.531250 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -175113.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175712.453125 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -175712.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175929.328125 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -175929.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -176149.046875 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -176149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -176431.156250 Penalty: 3715.579346
	Iteration 4F: 3 clusters Score -176431.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176708.093750 Penalty: 3715.579346
	Iteration 5F: 3 clusters Score -176708.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -176876.250000 Penalty: 3715.579346
	Iteration 6F: 3 clusters Score -176876.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176989.015625 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -176989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -177050.203125 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -177050.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177090.406250 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -177090.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -177119.265625 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -177119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -177135.234375 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -177135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -177150.281250 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -177150.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -177185.953125 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -177186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -177211.765625 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -177211.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -177227.031250 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -177227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -177233.500000 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -177233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -177236.296875 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -177236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -177238.531250 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -177238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -177238.531250 Penalty: 3715.579346
	Iteration 19F: 3 clusters Score -177238.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -513621.500000 Penalty: 2072.716553
	Iteration 0F: 2 clusters Score -513621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -509566.437500 Penalty: 4145.433105
	Iteration 0F: 3 clusters Score -509566.4 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -510448.375000 Penalty: 4145.433105
	Iteration 1F: 3 clusters Score -510448.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -510644.093750 Penalty: 4145.433105
	Iteration 2F: 3 clusters Score -510644.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -510758.875000 Penalty: 4145.433105
	Iteration 3Q: 3 clusters Score -510758.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -510842.250000 Penalty: 4145.433105
	Iteration 4Q: 3 clusters Score -510842.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -510895.968750 Penalty: 4145.433105
	Iteration 5Q: 3 clusters Score -510896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -510931.375000 Penalty: 4145.433105
	Iteration 6Q: 3 clusters Score -510931.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -510953.875000 Penalty: 4145.433105
	Iteration 7Q: 3 clusters Score -510953.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -510973.812500 Penalty: 4145.433105
	Iteration 8Q: 3 clusters Score -510973.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -510994.687500 Penalty: 4145.433105
	Iteration 9Q: 3 clusters Score -510994.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -511014.500000 Penalty: 4145.433105
	Iteration 10Q: 3 clusters Score -511014.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -511033.343750 Penalty: 4145.433105
	Iteration 11Q: 3 clusters Score -511033.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -511047.375000 Penalty: 4145.433105
	Iteration 12Q: 3 clusters Score -511047.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -511058.218750 Penalty: 4145.433105
	Iteration 13Q: 3 clusters Score -511058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -511067.750000 Penalty: 4145.433105
	Iteration 14Q: 3 clusters Score -511067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -511080.375000 Penalty: 4145.433105
	Iteration 15Q: 3 clusters Score -511080.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -511093.875000 Penalty: 4145.433105
	Iteration 16Q: 3 clusters Score -511093.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -511109.687500 Penalty: 4145.433105
	Iteration 17Q: 3 clusters Score -511109.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -511129.750000 Penalty: 4145.433105
	Iteration 18Q: 3 clusters Score -511129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -511153.343750 Penalty: 4145.433105
	Iteration 19Q: 3 clusters Score -511153.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -511168.593750 Penalty: 4145.433105
	Iteration 20F: 3 clusters Score -511168.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -511186.937500 Penalty: 4145.433105
	Iteration 21Q: 3 clusters Score -511186.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -511204.531250 Penalty: 4145.433105
	Iteration 22Q: 3 clusters Score -511204.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -511217.562500 Penalty: 4145.433105
	Iteration 23Q: 3 clusters Score -511217.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -511232.000000 Penalty: 4145.433105
	Iteration 24Q: 3 clusters Score -511232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -511246.531250 Penalty: 4145.433105
	Iteration 25Q: 3 clusters Score -511246.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -511259.875000 Penalty: 4145.433105
	Iteration 26Q: 3 clusters Score -511259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -511272.718750 Penalty: 4145.433105
	Iteration 27Q: 3 clusters Score -511272.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -511285.312500 Penalty: 4145.433105
	Iteration 28Q: 3 clusters Score -511285.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -511296.437500 Penalty: 4145.433105
	Iteration 29Q: 3 clusters Score -511296.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -511309.437500 Penalty: 4145.433105
	Iteration 30Q: 3 clusters Score -511309.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -511323.437500 Penalty: 4145.433105
	Iteration 31Q: 3 clusters Score -511323.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -511337.531250 Penalty: 4145.433105
	Iteration 32Q: 3 clusters Score -511337.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -511349.375000 Penalty: 4145.433105
	Iteration 33Q: 3 clusters Score -511349.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -511372.343750 Penalty: 4145.433105
	Iteration 34Q: 3 clusters Score -511372.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -511397.531250 Penalty: 4145.433105
	Iteration 35Q: 3 clusters Score -511397.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -511426.437500 Penalty: 4145.433105
	Iteration 36Q: 3 clusters Score -511426.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -511461.500000 Penalty: 4145.433105
	Iteration 37Q: 3 clusters Score -511461.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -511501.406250 Penalty: 4145.433105
	Iteration 38Q: 3 clusters Score -511501.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -511557.937500 Penalty: 4145.433105
	Iteration 39Q: 3 clusters Score -511557.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -511630.500000 Penalty: 4145.433105
	Iteration 40F: 3 clusters Score -511630.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -511709.625000 Penalty: 4145.433105
	Iteration 41Q: 3 clusters Score -511709.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -511783.156250 Penalty: 4145.433105
	Iteration 42Q: 3 clusters Score -511783.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -511832.593750 Penalty: 4145.433105
	Iteration 43Q: 3 clusters Score -511832.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -511869.718750 Penalty: 4145.433105
	Iteration 44Q: 3 clusters Score -511869.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -511900.281250 Penalty: 4145.433105
	Iteration 45Q: 3 clusters Score -511900.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -511919.562500 Penalty: 4145.433105
	Iteration 46Q: 3 clusters Score -511919.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -511933.062500 Penalty: 4145.433105
	Iteration 47Q: 3 clusters Score -511933.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -511944.000000 Penalty: 4145.433105
	Iteration 48Q: 3 clusters Score -511944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -511957.843750 Penalty: 4145.433105
	Iteration 49Q: 3 clusters Score -511957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -511968.843750 Penalty: 4145.433105
	Iteration 50Q: 3 clusters Score -511968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -511974.000000 Penalty: 4145.433105
	Iteration 51Q: 3 clusters Score -511974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -511979.000000 Penalty: 4145.433105
	Iteration 52Q: 3 clusters Score -511979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -511983.625000 Penalty: 4145.433105
	Iteration 53Q: 3 clusters Score -511983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -511987.218750 Penalty: 4145.433105
	Iteration 54Q: 3 clusters Score -511987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -511988.843750 Penalty: 4145.433105
	Iteration 55Q: 3 clusters Score -511988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -511990.187500 Penalty: 4145.433105
	Iteration 56Q: 3 clusters Score -511990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -511991.812500 Penalty: 4145.433105
	Iteration 57Q: 3 clusters Score -511991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -511992.062500 Penalty: 4145.433105
	Iteration 58Q: 3 clusters Score -511992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -511993.843750 Penalty: 4145.433105
	Iteration 59Q: 3 clusters Score -511993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -511994.937500 Penalty: 4145.433105
	Iteration 60F: 3 clusters Score -511994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -511996.875000 Penalty: 4145.433105
	Iteration 61Q: 3 clusters Score -511996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -511997.562500 Penalty: 4145.433105
	Iteration 62Q: 3 clusters Score -511997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -511997.906250 Penalty: 4145.433105
	Iteration 63Q: 3 clusters Score -511997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -511998.531250 Penalty: 4145.433105
	Iteration 64Q: 3 clusters Score -511998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -511998.531250 Penalty: 4145.433105
	Iteration 65F: 3 clusters Score -511998.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -877373.062500 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -877373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -871534.687500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -871534.7 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -873156.500000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -873156.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -873756.625000 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -873756.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -874771.000000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -874771 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -875893.875000 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -875893.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -876723.750000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -876723.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -877207.062500 Penalty: 4403.527344
	Iteration 6F: 3 clusters Score -877207.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -877476.812500 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -877476.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -877655.375000 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -877655.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -877760.437500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -877760.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -877819.062500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -877819.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -877849.125000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -877849.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -877866.312500 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -877866.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -877875.437500 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -877875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -877882.437500 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -877882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -877888.312500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -877888.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -877892.875000 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -877892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -877897.687500 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -877897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -877901.500000 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -877901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -877901.750000 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -877901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -877902.312500 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -877902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -877904.375000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -877904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -877908.250000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -877908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -877911.062500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -877911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -877911.812500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -877911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -877910.000000 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -877910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -877913.625000 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -877913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -877913.375000 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -877913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -877911.125000 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -877911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -877911.125000 Penalty: 4403.527344
	Iteration 29F: 3 clusters Score -877911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 5046 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 2127 members 
Entering Unmasked Estep 
Score: -134490656.000000 Penalty: 255510.078125
Splitting cluster 39 changes total score from -134491152.000000 to -134490656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -163912.984375 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -163913 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 700 members 
Entering Unmasked Estep 
Score: -161687.859375 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -161687.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162080.437500 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -162080.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162278.937500 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -162278.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162399.640625 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -162399.6 nChanged 68
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: -162502.828125 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -162502.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162571.906250 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -162571.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -162628.234375 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -162628.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162655.984375 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -162656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162672.015625 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -162672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162692.375000 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -162692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -162718.109375 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -162718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162737.093750 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -162737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162745.078125 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -162745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162752.468750 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -162752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162763.156250 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -162763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162777.406250 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -162777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162800.468750 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -162800.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162810.765625 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -162810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162824.046875 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -162824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162831.703125 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -162831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162838.937500 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -162838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162844.046875 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -162844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162848.578125 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -162848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162850.859375 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -162850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162851.218750 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -162851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162851.218750 Penalty: 3592.427734
	Iteration 25F: 3 clusters Score -162851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -113843.523438 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -113843.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112095.750000 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -112095.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112400.242188 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -112400.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112587.773438 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -112587.8 nChanged 54
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: -112858.023438 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -112858 nChanged 50
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: -113154.398438 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -113154.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113239.187500 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -113239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113324.546875 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -113324.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113357.281250 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -113357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113384.460938 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -113384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113399.265625 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -113399.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113417.140625 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -113417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113432.703125 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -113432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113441.625000 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -113441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113443.640625 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -113443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113443.640625 Penalty: 3266.056396
	Iteration 14F: 3 clusters Score -113443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Entering Unmasked Estep 
Score: -8309855.500000 Penalty: 2754.651611
	Iteration 0F: 2 clusters Score -8309856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8265173.500000 Penalty: 5509.303223
	Iteration 0F: 3 clusters Score -8265174 nChanged 31248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8282657.500000 Penalty: 5509.303223
	Iteration 1F: 3 clusters Score -8282658 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8283353.500000 Penalty: 5509.303223
	Iteration 2Q: 3 clusters Score -8283354 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -8283889.000000 Penalty: 5509.303223
	Iteration 3Q: 3 clusters Score -8283889 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -8284424.000000 Penalty: 5509.303223
	Iteration 4Q: 3 clusters Score -8284424 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8284956.000000 Penalty: 5509.303223
	Iteration 5Q: 3 clusters Score -8284956 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -8285446.500000 Penalty: 5509.303223
	Iteration 6Q: 3 clusters Score -8285446 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8285950.500000 Penalty: 5509.303223
	Iteration 7Q: 3 clusters Score -8285950 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -8286460.500000 Penalty: 5509.303223
	Iteration 8Q: 3 clusters Score -8286460 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -8287070.500000 Penalty: 5509.303223
	Iteration 9Q: 3 clusters Score -8287070 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8287723.500000 Penalty: 5509.303223
	Iteration 10Q: 3 clusters Score -8287724 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -8288591.500000 Penalty: 5509.303223
	Iteration 11Q: 3 clusters Score -8288592 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8289583.500000 Penalty: 5509.303223
	Iteration 12Q: 3 clusters Score -8289584 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8290849.000000 Penalty: 5509.303223
	Iteration 13Q: 3 clusters Score -8290849 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8292454.000000 Penalty: 5509.303223
	Iteration 14Q: 3 clusters Score -8292454 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8294144.500000 Penalty: 5509.303223
	Iteration 15Q: 3 clusters Score -8294144 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8295793.000000 Penalty: 5509.303223
	Iteration 16Q: 3 clusters Score -8295793 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8296858.000000 Penalty: 5509.303223
	Iteration 17Q: 3 clusters Score -8296858 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8297517.500000 Penalty: 5509.303223
	Iteration 18Q: 3 clusters Score -8297518 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8297881.000000 Penalty: 5509.303223
	Iteration 19Q: 3 clusters Score -8297881 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -8298183.000000 Penalty: 5509.303223
	Iteration 20F: 3 clusters Score -8298183 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -8298447.000000 Penalty: 5509.303223
	Iteration 21Q: 3 clusters Score -8298447 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -8298714.000000 Penalty: 5509.303223
	Iteration 22Q: 3 clusters Score -8298714 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -8299036.000000 Penalty: 5509.303223
	Iteration 23Q: 3 clusters Score -8299036 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -8299343.000000 Penalty: 5509.303223
	Iteration 24Q: 3 clusters Score -8299343 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -8299716.000000 Penalty: 5509.303223
	Iteration 25Q: 3 clusters Score -8299716 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -8300120.500000 Penalty: 5509.303223
	Iteration 26Q: 3 clusters Score -8300120 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -8300619.500000 Penalty: 5509.303223
	Iteration 27Q: 3 clusters Score -8300620 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -8301066.500000 Penalty: 5509.303223
	Iteration 28Q: 3 clusters Score -8301066 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -8301566.500000 Penalty: 5509.303223
	Iteration 29Q: 3 clusters Score -8301566 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -8302067.500000 Penalty: 5509.303223
	Iteration 30Q: 3 clusters Score -8302068 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -8302678.500000 Penalty: 5509.303223
	Iteration 31Q: 3 clusters Score -8302678 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -8303243.500000 Penalty: 5509.303223
	Iteration 32Q: 3 clusters Score -8303244 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -8303807.000000 Penalty: 5509.303223
	Iteration 33Q: 3 clusters Score -8303807 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -8304386.500000 Penalty: 5509.303223
	Iteration 34Q: 3 clusters Score -8304386 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8305003.000000 Penalty: 5509.303223
	Iteration 35Q: 3 clusters Score -8305003 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -8305545.500000 Penalty: 5509.303223
	Iteration 36Q: 3 clusters Score -8305546 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -8306046.000000 Penalty: 5509.303223
	Iteration 37Q: 3 clusters Score -8306046 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -8306440.000000 Penalty: 5509.303223
	Iteration 38Q: 3 clusters Score -8306440 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -8306758.000000 Penalty: 5509.303223
	Iteration 39Q: 3 clusters Score -8306758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -8306956.500000 Penalty: 5509.303223
	Iteration 40F: 3 clusters Score -8306956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -8307076.500000 Penalty: 5509.303223
	Iteration 41Q: 3 clusters Score -8307076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -8307176.500000 Penalty: 5509.303223
	Iteration 42Q: 3 clusters Score -8307176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -8307257.500000 Penalty: 5509.303223
	Iteration 43Q: 3 clusters Score -8307258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -8307326.000000 Penalty: 5509.303223
	Iteration 44Q: 3 clusters Score -8307326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -8307354.000000 Penalty: 5509.303223
	Iteration 45Q: 3 clusters Score -8307354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8307375.000000 Penalty: 5509.303223
	Iteration 46Q: 3 clusters Score -8307375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8307403.000000 Penalty: 5509.303223
	Iteration 47Q: 3 clusters Score -8307403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -8307417.500000 Penalty: 5509.303223
	Iteration 48Q: 3 clusters Score -8307418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -8307430.500000 Penalty: 5509.303223
	Iteration 49Q: 3 clusters Score -8307430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -8307447.000000 Penalty: 5509.303223
	Iteration 50Q: 3 clusters Score -8307447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8307460.000000 Penalty: 5509.303223
	Iteration 51Q: 3 clusters Score -8307460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -8307461.000000 Penalty: 5509.303223
	Iteration 52Q: 3 clusters Score -8307461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -8307462.500000 Penalty: 5509.303223
	Iteration 53Q: 3 clusters Score -8307462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -8307467.500000 Penalty: 5509.303223
	Iteration 54Q: 3 clusters Score -8307468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -8307470.500000 Penalty: 5509.303223
	Iteration 55Q: 3 clusters Score -8307470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -8307474.000000 Penalty: 5509.303223
	Iteration 56Q: 3 clusters Score -8307474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -8307474.000000 Penalty: 5509.303223
	Iteration 57F: 3 clusters Score -8307474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -1091113.875000 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -1091114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1084092.750000 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -1084093 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1086179.000000 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -1086179 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1086629.125000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -1086629 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1086974.000000 Penalty: 4510.583496
	Iteration 3F: 3 clusters Score -1086974 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1087277.000000 Penalty: 4510.583496
	Iteration 4F: 3 clusters Score -1087277 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1087584.250000 Penalty: 4510.583496
	Iteration 5F: 3 clusters Score -1087584 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1087866.625000 Penalty: 4510.583496
	Iteration 6F: 3 clusters Score -1087867 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1088131.250000 Penalty: 4510.583496
	Iteration 7Q: 3 clusters Score -1088131 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1088331.625000 Penalty: 4510.583496
	Iteration 8Q: 3 clusters Score -1088332 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1088496.875000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -1088497 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1088629.500000 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -1088630 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1088732.375000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -1088732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1088834.750000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -1088835 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1088923.625000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -1088924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1089026.375000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -1089026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1089121.125000 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -1089121 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1089217.875000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -1089218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1089300.875000 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -1089301 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1089398.125000 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -1089398 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1089480.625000 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -1089481 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1089548.625000 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -1089549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1089598.250000 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -1089598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1089642.875000 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -1089643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1089677.000000 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -1089677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1089708.000000 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -1089708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1089726.875000 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -1089727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1089750.250000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -1089750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1089763.000000 Penalty: 4510.583496
	Iteration 27Q: 3 clusters Score -1089763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1089769.250000 Penalty: 4510.583496
	Iteration 28Q: 3 clusters Score -1089769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1089771.750000 Penalty: 4510.583496
	Iteration 29Q: 3 clusters Score -1089772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1089774.125000 Penalty: 4510.583496
	Iteration 30Q: 3 clusters Score -1089774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1089779.125000 Penalty: 4510.583496
	Iteration 31Q: 3 clusters Score -1089779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1089786.625000 Penalty: 4510.583496
	Iteration 32Q: 3 clusters Score -1089787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1089788.250000 Penalty: 4510.583496
	Iteration 33Q: 3 clusters Score -1089788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1089786.000000 Penalty: 4510.583496
	Iteration 34Q: 3 clusters Score -1089786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1089788.500000 Penalty: 4510.583496
	Iteration 35Q: 3 clusters Score -1089788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1089788.375000 Penalty: 4510.583496
	Iteration 36Q: 3 clusters Score -1089788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1089789.125000 Penalty: 4510.583496
	Iteration 37Q: 3 clusters Score -1089789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1089791.500000 Penalty: 4510.583496
	Iteration 38Q: 3 clusters Score -1089792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1089792.000000 Penalty: 4510.583496
	Iteration 39Q: 3 clusters Score -1089792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1089795.750000 Penalty: 4510.583496
	Iteration 40F: 3 clusters Score -1089796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1089797.750000 Penalty: 4510.583496
	Iteration 41Q: 3 clusters Score -1089798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1089799.875000 Penalty: 4510.583496
	Iteration 42Q: 3 clusters Score -1089800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1089799.500000 Penalty: 4510.583496
	Iteration 43Q: 3 clusters Score -1089800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1089801.125000 Penalty: 4510.583496
	Iteration 44Q: 3 clusters Score -1089801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1089804.375000 Penalty: 4510.583496
	Iteration 45Q: 3 clusters Score -1089804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1089802.625000 Penalty: 4510.583496
	Iteration 46Q: 3 clusters Score -1089803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1089804.250000 Penalty: 4510.583496
	Iteration 47Q: 3 clusters Score -1089804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1089806.375000 Penalty: 4510.583496
	Iteration 48Q: 3 clusters Score -1089806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1089806.750000 Penalty: 4510.583496
	Iteration 49Q: 3 clusters Score -1089807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1089808.250000 Penalty: 4510.583496
	Iteration 50Q: 3 clusters Score -1089808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1089810.250000 Penalty: 4510.583496
	Iteration 51Q: 3 clusters Score -1089810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1089810.625000 Penalty: 4510.583496
	Iteration 52Q: 3 clusters Score -1089811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1089813.625000 Penalty: 4510.583496
	Iteration 53Q: 3 clusters Score -1089814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1089816.500000 Penalty: 4510.583496
	Iteration 54Q: 3 clusters Score -1089816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1089820.875000 Penalty: 4510.583496
	Iteration 55Q: 3 clusters Score -1089821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1089825.750000 Penalty: 4510.583496
	Iteration 56Q: 3 clusters Score -1089826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1089829.250000 Penalty: 4510.583496
	Iteration 57Q: 3 clusters Score -1089829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1089831.500000 Penalty: 4510.583496
	Iteration 58Q: 3 clusters Score -1089832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1089839.500000 Penalty: 4510.583496
	Iteration 59Q: 3 clusters Score -1089840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1089842.125000 Penalty: 4510.583496
	Iteration 60F: 3 clusters Score -1089842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1089845.875000 Penalty: 4510.583496
	Iteration 61Q: 3 clusters Score -1089846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1089847.875000 Penalty: 4510.583496
	Iteration 62Q: 3 clusters Score -1089848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1089848.625000 Penalty: 4510.583496
	Iteration 63Q: 3 clusters Score -1089849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1089850.000000 Penalty: 4510.583496
	Iteration 64Q: 3 clusters Score -1089850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1089852.625000 Penalty: 4510.583496
	Iteration 65Q: 3 clusters Score -1089853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1089852.625000 Penalty: 4510.583496
	Iteration 66Q: 3 clusters Score -1089853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1089853.625000 Penalty: 4510.583496
	Iteration 67Q: 3 clusters Score -1089854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1089854.000000 Penalty: 4510.583496
	Iteration 68Q: 3 clusters Score -1089854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1089855.000000 Penalty: 4510.583496
	Iteration 69Q: 3 clusters Score -1089855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1089855.000000 Penalty: 4510.583496
	Iteration 70F: 3 clusters Score -1089855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (18865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Entering Unmasked Estep 
Score: -2296010.750000 Penalty: 2441.575684
	Iteration 0F: 2 clusters Score -2296011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2282774.500000 Penalty: 4883.151367
	Iteration 0F: 3 clusters Score -2282774 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2287608.500000 Penalty: 4883.151367
	Iteration 1F: 3 clusters Score -2287608 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2288417.000000 Penalty: 4883.151367
	Iteration 2F: 3 clusters Score -2288417 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2289177.500000 Penalty: 4883.151367
	Iteration 3F: 3 clusters Score -2289178 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2289878.500000 Penalty: 4883.151367
	Iteration 4F: 3 clusters Score -2289878 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2290498.750000 Penalty: 4883.151367
	Iteration 5F: 3 clusters Score -2290499 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2291105.750000 Penalty: 4883.151367
	Iteration 6F: 3 clusters Score -2291106 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2291658.000000 Penalty: 4883.151367
	Iteration 7Q: 3 clusters Score -2291658 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2292137.000000 Penalty: 4883.151367
	Iteration 8Q: 3 clusters Score -2292137 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2292487.750000 Penalty: 4883.151367
	Iteration 9Q: 3 clusters Score -2292488 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2292755.250000 Penalty: 4883.151367
	Iteration 10Q: 3 clusters Score -2292755 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2292934.750000 Penalty: 4883.151367
	Iteration 11Q: 3 clusters Score -2292935 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2293064.750000 Penalty: 4883.151367
	Iteration 12Q: 3 clusters Score -2293065 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2293157.000000 Penalty: 4883.151367
	Iteration 13Q: 3 clusters Score -2293157 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2293236.250000 Penalty: 4883.151367
	Iteration 14Q: 3 clusters Score -2293236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2293270.750000 Penalty: 4883.151367
	Iteration 15Q: 3 clusters Score -2293271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2293322.000000 Penalty: 4883.151367
	Iteration 16Q: 3 clusters Score -2293322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2293370.250000 Penalty: 4883.151367
	Iteration 17Q: 3 clusters Score -2293370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2293404.750000 Penalty: 4883.151367
	Iteration 18Q: 3 clusters Score -2293405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2293450.750000 Penalty: 4883.151367
	Iteration 19Q: 3 clusters Score -2293451 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2293483.250000 Penalty: 4883.151367
	Iteration 20F: 3 clusters Score -2293483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2293520.250000 Penalty: 4883.151367
	Iteration 21Q: 3 clusters Score -2293520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2293555.500000 Penalty: 4883.151367
	Iteration 22Q: 3 clusters Score -2293556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2293580.000000 Penalty: 4883.151367
	Iteration 23Q: 3 clusters Score -2293580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2293600.250000 Penalty: 4883.151367
	Iteration 24Q: 3 clusters Score -2293600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2293616.250000 Penalty: 4883.151367
	Iteration 25Q: 3 clusters Score -2293616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2293627.500000 Penalty: 4883.151367
	Iteration 26Q: 3 clusters Score -2293628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2293640.250000 Penalty: 4883.151367
	Iteration 27Q: 3 clusters Score -2293640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2293646.750000 Penalty: 4883.151367
	Iteration 28Q: 3 clusters Score -2293647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2293661.750000 Penalty: 4883.151367
	Iteration 29Q: 3 clusters Score -2293662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2293680.500000 Penalty: 4883.151367
	Iteration 30Q: 3 clusters Score -2293680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2293697.000000 Penalty: 4883.151367
	Iteration 31Q: 3 clusters Score -2293697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2293710.250000 Penalty: 4883.151367
	Iteration 32Q: 3 clusters Score -2293710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2293719.000000 Penalty: 4883.151367
	Iteration 33Q: 3 clusters Score -2293719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2293734.250000 Penalty: 4883.151367
	Iteration 34Q: 3 clusters Score -2293734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2293751.000000 Penalty: 4883.151367
	Iteration 35Q: 3 clusters Score -2293751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2293765.500000 Penalty: 4883.151367
	Iteration 36Q: 3 clusters Score -2293766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2293773.250000 Penalty: 4883.151367
	Iteration 37Q: 3 clusters Score -2293773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2293789.750000 Penalty: 4883.151367
	Iteration 38Q: 3 clusters Score -2293790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2293806.750000 Penalty: 4883.151367
	Iteration 39Q: 3 clusters Score -2293807 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2293823.000000 Penalty: 4883.151367
	Iteration 40F: 3 clusters Score -2293823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2293837.000000 Penalty: 4883.151367
	Iteration 41Q: 3 clusters Score -2293837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2293859.000000 Penalty: 4883.151367
	Iteration 42Q: 3 clusters Score -2293859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2293865.750000 Penalty: 4883.151367
	Iteration 43Q: 3 clusters Score -2293866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2293885.750000 Penalty: 4883.151367
	Iteration 44Q: 3 clusters Score -2293886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2293903.750000 Penalty: 4883.151367
	Iteration 45Q: 3 clusters Score -2293904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2293916.000000 Penalty: 4883.151367
	Iteration 46Q: 3 clusters Score -2293916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2293924.250000 Penalty: 4883.151367
	Iteration 47Q: 3 clusters Score -2293924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2293928.500000 Penalty: 4883.151367
	Iteration 48Q: 3 clusters Score -2293928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2293936.000000 Penalty: 4883.151367
	Iteration 49Q: 3 clusters Score -2293936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2293947.000000 Penalty: 4883.151367
	Iteration 50Q: 3 clusters Score -2293947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2293947.250000 Penalty: 4883.151367
	Iteration 51Q: 3 clusters Score -2293947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2293954.000000 Penalty: 4883.151367
	Iteration 52Q: 3 clusters Score -2293954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2293955.750000 Penalty: 4883.151367
	Iteration 53Q: 3 clusters Score -2293956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2293964.000000 Penalty: 4883.151367
	Iteration 54Q: 3 clusters Score -2293964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2293973.250000 Penalty: 4883.151367
	Iteration 55Q: 3 clusters Score -2293973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2293981.250000 Penalty: 4883.151367
	Iteration 56Q: 3 clusters Score -2293981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2293982.000000 Penalty: 4883.151367
	Iteration 57Q: 3 clusters Score -2293982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2293989.000000 Penalty: 4883.151367
	Iteration 58Q: 3 clusters Score -2293989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2293993.500000 Penalty: 4883.151367
	Iteration 59Q: 3 clusters Score -2293994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2294004.750000 Penalty: 4883.151367
	Iteration 60F: 3 clusters Score -2294005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2293999.500000 Penalty: 4883.151367
	Iteration 61Q: 3 clusters Score -2294000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2294000.250000 Penalty: 4883.151367
	Iteration 62Q: 3 clusters Score -2294000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2294012.000000 Penalty: 4883.151367
	Iteration 63Q: 3 clusters Score -2294012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2294013.750000 Penalty: 4883.151367
	Iteration 64Q: 3 clusters Score -2294014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2294022.250000 Penalty: 4883.151367
	Iteration 65Q: 3 clusters Score -2294022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2294028.750000 Penalty: 4883.151367
	Iteration 66Q: 3 clusters Score -2294029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2294035.000000 Penalty: 4883.151367
	Iteration 67Q: 3 clusters Score -2294035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2294044.500000 Penalty: 4883.151367
	Iteration 68Q: 3 clusters Score -2294044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2294049.750000 Penalty: 4883.151367
	Iteration 69Q: 3 clusters Score -2294050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2294066.000000 Penalty: 4883.151367
	Iteration 70Q: 3 clusters Score -2294066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2294064.250000 Penalty: 4883.151367
	Iteration 71Q: 3 clusters Score -2294064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2294073.000000 Penalty: 4883.151367
	Iteration 72Q: 3 clusters Score -2294073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2294081.000000 Penalty: 4883.151367
	Iteration 73Q: 3 clusters Score -2294081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2294092.750000 Penalty: 4883.151367
	Iteration 74Q: 3 clusters Score -2294093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2294102.750000 Penalty: 4883.151367
	Iteration 75Q: 3 clusters Score -2294103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2294104.500000 Penalty: 4883.151367
	Iteration 76Q: 3 clusters Score -2294104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2294107.250000 Penalty: 4883.151367
	Iteration 77Q: 3 clusters Score -2294107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2294109.750000 Penalty: 4883.151367
	Iteration 78Q: 3 clusters Score -2294110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2294112.250000 Penalty: 4883.151367
	Iteration 79Q: 3 clusters Score -2294112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2294110.250000 Penalty: 4883.151367
	Iteration 80F: 3 clusters Score -2294110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2294114.000000 Penalty: 4883.151367
	Iteration 81Q: 3 clusters Score -2294114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2294118.250000 Penalty: 4883.151367
	Iteration 82Q: 3 clusters Score -2294118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2294122.500000 Penalty: 4883.151367
	Iteration 83Q: 3 clusters Score -2294122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2294119.500000 Penalty: 4883.151367
	Iteration 84Q: 3 clusters Score -2294120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2294123.000000 Penalty: 4883.151367
	Iteration 85Q: 3 clusters Score -2294123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2294125.750000 Penalty: 4883.151367
	Iteration 86Q: 3 clusters Score -2294126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2294133.000000 Penalty: 4883.151367
	Iteration 87Q: 3 clusters Score -2294133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2294135.000000 Penalty: 4883.151367
	Iteration 88Q: 3 clusters Score -2294135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2294135.750000 Penalty: 4883.151367
	Iteration 89Q: 3 clusters Score -2294136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2294143.750000 Penalty: 4883.151367
	Iteration 90Q: 3 clusters Score -2294144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2294143.000000 Penalty: 4883.151367
	Iteration 91Q: 3 clusters Score -2294143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2294149.750000 Penalty: 4883.151367
	Iteration 92Q: 3 clusters Score -2294150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2294144.000000 Penalty: 4883.151367
	Iteration 93Q: 3 clusters Score -2294144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2294151.500000 Penalty: 4883.151367
	Iteration 94Q: 3 clusters Score -2294152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2294149.250000 Penalty: 4883.151367
	Iteration 95Q: 3 clusters Score -2294149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2294150.250000 Penalty: 4883.151367
	Iteration 96Q: 3 clusters Score -2294150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2294150.750000 Penalty: 4883.151367
	Iteration 97Q: 3 clusters Score -2294151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2294154.250000 Penalty: 4883.151367
	Iteration 98Q: 3 clusters Score -2294154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2294151.750000 Penalty: 4883.151367
	Iteration 99Q: 3 clusters Score -2294152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2294152.750000 Penalty: 4883.151367
	Iteration 100F: 3 clusters Score -2294153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2294152.500000 Penalty: 4883.151367
	Iteration 101Q: 3 clusters Score -2294152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2294154.000000 Penalty: 4883.151367
	Iteration 102Q: 3 clusters Score -2294154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2294159.250000 Penalty: 4883.151367
	Iteration 103Q: 3 clusters Score -2294159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2294156.000000 Penalty: 4883.151367
	Iteration 104Q: 3 clusters Score -2294156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2294157.250000 Penalty: 4883.151367
	Iteration 105Q: 3 clusters Score -2294157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2294156.750000 Penalty: 4883.151367
	Iteration 106Q: 3 clusters Score -2294157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2294157.500000 Penalty: 4883.151367
	Iteration 107Q: 3 clusters Score -2294158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2294160.000000 Penalty: 4883.151367
	Iteration 108Q: 3 clusters Score -2294160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2294159.500000 Penalty: 4883.151367
	Iteration 109Q: 3 clusters Score -2294160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2294159.250000 Penalty: 4883.151367
	Iteration 110Q: 3 clusters Score -2294159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2294157.500000 Penalty: 4883.151367
	Iteration 111Q: 3 clusters Score -2294158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2294161.000000 Penalty: 4883.151367
	Iteration 112Q: 3 clusters Score -2294161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2294161.750000 Penalty: 4883.151367
	Iteration 113Q: 3 clusters Score -2294162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2294163.750000 Penalty: 4883.151367
	Iteration 114Q: 3 clusters Score -2294164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2294162.750000 Penalty: 4883.151367
	Iteration 115Q: 3 clusters Score -2294163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2294160.750000 Penalty: 4883.151367
	Iteration 116Q: 3 clusters Score -2294161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2294155.750000 Penalty: 4883.151367
	Iteration 117Q: 3 clusters Score -2294156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2294157.250000 Penalty: 4883.151367
	Iteration 118Q: 3 clusters Score -2294157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2294161.250000 Penalty: 4883.151367
	Iteration 119Q: 3 clusters Score -2294161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2294160.500000 Penalty: 4883.151367
	Iteration 120F: 3 clusters Score -2294160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2294161.750000 Penalty: 4883.151367
	Iteration 121Q: 3 clusters Score -2294162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2294156.750000 Penalty: 4883.151367
	Iteration 122Q: 3 clusters Score -2294157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2294159.500000 Penalty: 4883.151367
	Iteration 123Q: 3 clusters Score -2294160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2294165.250000 Penalty: 4883.151367
	Iteration 124Q: 3 clusters Score -2294165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2294166.500000 Penalty: 4883.151367
	Iteration 125Q: 3 clusters Score -2294166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2294163.750000 Penalty: 4883.151367
	Iteration 126Q: 3 clusters Score -2294164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2294162.250000 Penalty: 4883.151367
	Iteration 127Q: 3 clusters Score -2294162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2294165.500000 Penalty: 4883.151367
	Iteration 128Q: 3 clusters Score -2294166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2294166.250000 Penalty: 4883.151367
	Iteration 129Q: 3 clusters Score -2294166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2294166.750000 Penalty: 4883.151367
	Iteration 130Q: 3 clusters Score -2294167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2294169.500000 Penalty: 4883.151367
	Iteration 131Q: 3 clusters Score -2294170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2294168.750000 Penalty: 4883.151367
	Iteration 132Q: 3 clusters Score -2294169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2294172.750000 Penalty: 4883.151367
	Iteration 133Q: 3 clusters Score -2294173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2294173.250000 Penalty: 4883.151367
	Iteration 134Q: 3 clusters Score -2294173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2294172.750000 Penalty: 4883.151367
	Iteration 135Q: 3 clusters Score -2294173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2294178.250000 Penalty: 4883.151367
	Iteration 136Q: 3 clusters Score -2294178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2294181.500000 Penalty: 4883.151367
	Iteration 137Q: 3 clusters Score -2294182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2294179.000000 Penalty: 4883.151367
	Iteration 138Q: 3 clusters Score -2294179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2294177.750000 Penalty: 4883.151367
	Iteration 139Q: 3 clusters Score -2294178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2294181.750000 Penalty: 4883.151367
	Iteration 140F: 3 clusters Score -2294182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2294175.750000 Penalty: 4883.151367
	Iteration 141Q: 3 clusters Score -2294176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2294189.000000 Penalty: 4883.151367
	Iteration 142Q: 3 clusters Score -2294189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2294185.000000 Penalty: 4883.151367
	Iteration 143Q: 3 clusters Score -2294185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2294187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2294187.750000 Penalty: 4883.151367
	Iteration 145Q: 3 clusters Score -2294188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2294188.500000 Penalty: 4883.151367
	Iteration 146Q: 3 clusters Score -2294188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2294190.500000 Penalty: 4883.151367
	Iteration 147Q: 3 clusters Score -2294190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2294190.250000 Penalty: 4883.151367
	Iteration 148Q: 3 clusters Score -2294190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2294188.750000 Penalty: 4883.151367
	Iteration 149Q: 3 clusters Score -2294189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2294195.500000 Penalty: 4883.151367
	Iteration 150Q: 3 clusters Score -2294196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2294194.750000 Penalty: 4883.151367
	Iteration 151Q: 3 clusters Score -2294195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2294202.250000 Penalty: 4883.151367
	Iteration 152Q: 3 clusters Score -2294202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2294199.000000 Penalty: 4883.151367
	Iteration 153Q: 3 clusters Score -2294199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2294199.250000 Penalty: 4883.151367
	Iteration 154Q: 3 clusters Score -2294199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2294202.500000 Penalty: 4883.151367
	Iteration 155Q: 3 clusters Score -2294202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2294199.250000 Penalty: 4883.151367
	Iteration 156Q: 3 clusters Score -2294199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2294208.750000 Penalty: 4883.151367
	Iteration 157Q: 3 clusters Score -2294209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2294204.750000 Penalty: 4883.151367
	Iteration 158Q: 3 clusters Score -2294205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2294205.750000 Penalty: 4883.151367
	Iteration 159Q: 3 clusters Score -2294206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2294211.000000 Penalty: 4883.151367
	Iteration 160F: 3 clusters Score -2294211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2294209.250000 Penalty: 4883.151367
	Iteration 161Q: 3 clusters Score -2294209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2294211.750000 Penalty: 4883.151367
	Iteration 162Q: 3 clusters Score -2294212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2294212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2294222.000000 Penalty: 4883.151367
	Iteration 164Q: 3 clusters Score -2294222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2294224.500000 Penalty: 4883.151367
	Iteration 165Q: 3 clusters Score -2294224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2294227.500000 Penalty: 4883.151367
	Iteration 166Q: 3 clusters Score -2294228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2294233.000000 Penalty: 4883.151367
	Iteration 167Q: 3 clusters Score -2294233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2294231.000000 Penalty: 4883.151367
	Iteration 168Q: 3 clusters Score -2294231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2294239.500000 Penalty: 4883.151367
	Iteration 169Q: 3 clusters Score -2294240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2294233.500000 Penalty: 4883.151367
	Iteration 170Q: 3 clusters Score -2294234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2294236.500000 Penalty: 4883.151367
	Iteration 171Q: 3 clusters Score -2294236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2294242.250000 Penalty: 4883.151367
	Iteration 172Q: 3 clusters Score -2294242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2294249.000000 Penalty: 4883.151367
	Iteration 173Q: 3 clusters Score -2294249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2294245.250000 Penalty: 4883.151367
	Iteration 174Q: 3 clusters Score -2294245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2294244.750000 Penalty: 4883.151367
	Iteration 175Q: 3 clusters Score -2294245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2294245.000000 Penalty: 4883.151367
	Iteration 176Q: 3 clusters Score -2294245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2294248.500000 Penalty: 4883.151367
	Iteration 177Q: 3 clusters Score -2294248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2294247.000000 Penalty: 4883.151367
	Iteration 178Q: 3 clusters Score -2294247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2294252.000000 Penalty: 4883.151367
	Iteration 179Q: 3 clusters Score -2294252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2294250.750000 Penalty: 4883.151367
	Iteration 180F: 3 clusters Score -2294251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2294253.750000 Penalty: 4883.151367
	Iteration 181Q: 3 clusters Score -2294254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2294255.750000 Penalty: 4883.151367
	Iteration 182Q: 3 clusters Score -2294256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2294255.000000 Penalty: 4883.151367
	Iteration 183Q: 3 clusters Score -2294255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2294255.750000 Penalty: 4883.151367
	Iteration 184Q: 3 clusters Score -2294256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2294257.500000 Penalty: 4883.151367
	Iteration 185Q: 3 clusters Score -2294258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2294257.750000 Penalty: 4883.151367
	Iteration 186Q: 3 clusters Score -2294258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2294255.250000 Penalty: 4883.151367
	Iteration 187Q: 3 clusters Score -2294255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2294256.000000 Penalty: 4883.151367
	Iteration 188Q: 3 clusters Score -2294256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2294257.250000 Penalty: 4883.151367
	Iteration 189Q: 3 clusters Score -2294257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2294258.250000 Penalty: 4883.151367
	Iteration 190Q: 3 clusters Score -2294258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2294261.250000 Penalty: 4883.151367
	Iteration 191Q: 3 clusters Score -2294261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2294265.750000 Penalty: 4883.151367
	Iteration 192Q: 3 clusters Score -2294266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2294271.000000 Penalty: 4883.151367
	Iteration 193Q: 3 clusters Score -2294271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2294269.750000 Penalty: 4883.151367
	Iteration 194Q: 3 clusters Score -2294270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2294268.000000 Penalty: 4883.151367
	Iteration 195Q: 3 clusters Score -2294268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2294276.000000 Penalty: 4883.151367
	Iteration 196Q: 3 clusters Score -2294276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2294279.750000 Penalty: 4883.151367
	Iteration 197Q: 3 clusters Score -2294280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2294271.750000 Penalty: 4883.151367
	Iteration 198Q: 3 clusters Score -2294272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2294277.500000 Penalty: 4883.151367
	Iteration 199Q: 3 clusters Score -2294278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2294278.500000 Penalty: 4883.151367
	Iteration 200F: 3 clusters Score -2294278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2294283.000000 Penalty: 4883.151367
	Iteration 201Q: 3 clusters Score -2294283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2294278.500000 Penalty: 4883.151367
	Iteration 202Q: 3 clusters Score -2294278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2294277.000000 Penalty: 4883.151367
	Iteration 203Q: 3 clusters Score -2294277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2294277.250000 Penalty: 4883.151367
	Iteration 204Q: 3 clusters Score -2294277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2294282.750000 Penalty: 4883.151367
	Iteration 205Q: 3 clusters Score -2294283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2294283.250000 Penalty: 4883.151367
	Iteration 206Q: 3 clusters Score -2294283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2294280.250000 Penalty: 4883.151367
	Iteration 207Q: 3 clusters Score -2294280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2294277.500000 Penalty: 4883.151367
	Iteration 208Q: 3 clusters Score -2294278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2294278.750000 Penalty: 4883.151367
	Iteration 209Q: 3 clusters Score -2294279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2294276.500000 Penalty: 4883.151367
	Iteration 210Q: 3 clusters Score -2294276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2294274.250000 Penalty: 4883.151367
	Iteration 211Q: 3 clusters Score -2294274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2294274.250000 Penalty: 4883.151367
	Iteration 212F: 3 clusters Score -2294274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1368249.250000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -1368249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1359966.000000 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -1359966 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1362446.500000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -1362446 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1362929.250000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -1362929 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1363321.875000 Penalty: 4617.807129
	Iteration 3F: 3 clusters Score -1363322 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1363657.625000 Penalty: 4617.807129
	Iteration 4F: 3 clusters Score -1363658 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1363977.000000 Penalty: 4617.807129
	Iteration 5Q: 3 clusters Score -1363977 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1364301.500000 Penalty: 4617.807129
	Iteration 6Q: 3 clusters Score -1364302 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1364573.250000 Penalty: 4617.807129
	Iteration 7Q: 3 clusters Score -1364573 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1364819.625000 Penalty: 4617.807129
	Iteration 8Q: 3 clusters Score -1364820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1365059.125000 Penalty: 4617.807129
	Iteration 9Q: 3 clusters Score -1365059 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1365242.625000 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -1365243 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1365371.625000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -1365372 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1365461.000000 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -1365461 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1365530.875000 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -1365531 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365582.125000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -1365582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1365617.625000 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -1365618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365641.625000 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -1365642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1365656.750000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -1365657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1365667.000000 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -1365667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1365674.250000 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -1365674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1365677.125000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -1365677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1365686.250000 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -1365686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365692.000000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -1365692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1365694.125000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -1365694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365701.000000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -1365701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1365709.500000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -1365710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1365715.875000 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -1365716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365721.875000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -1365722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365726.375000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -1365726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1365731.125000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -1365731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1365736.750000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -1365737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1365740.875000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -1365741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1365742.000000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -1365742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1365741.875000 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -1365742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1365745.000000 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -1365745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1365748.500000 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -1365748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1365750.625000 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -1365751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1365756.125000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -1365756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1365754.750000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -1365755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365757.000000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -1365757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1365759.625000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -1365760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365763.125000 Penalty: 4617.807129
	Iteration 41Q: 3 clusters Score -1365763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1365763.500000 Penalty: 4617.807129
	Iteration 42Q: 3 clusters Score -1365764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1365761.875000 Penalty: 4617.807129
	Iteration 43Q: 3 clusters Score -1365762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1365763.750000 Penalty: 4617.807129
	Iteration 44Q: 3 clusters Score -1365764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1365766.875000 Penalty: 4617.807129
	Iteration 45Q: 3 clusters Score -1365767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1365766.250000 Penalty: 4617.807129
	Iteration 46Q: 3 clusters Score -1365766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365763.625000 Penalty: 4617.807129
	Iteration 47Q: 3 clusters Score -1365764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1365765.375000 Penalty: 4617.807129
	Iteration 48Q: 3 clusters Score -1365765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1365767.500000 Penalty: 4617.807129
	Iteration 49Q: 3 clusters Score -1365768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1365767.250000 Penalty: 4617.807129
	Iteration 50Q: 3 clusters Score -1365767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1365770.625000 Penalty: 4617.807129
	Iteration 51Q: 3 clusters Score -1365771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1365768.625000 Penalty: 4617.807129
	Iteration 52Q: 3 clusters Score -1365769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1365771.750000 Penalty: 4617.807129
	Iteration 53Q: 3 clusters Score -1365772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1365773.750000 Penalty: 4617.807129
	Iteration 54Q: 3 clusters Score -1365774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1365772.250000 Penalty: 4617.807129
	Iteration 55Q: 3 clusters Score -1365772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1365772.875000 Penalty: 4617.807129
	Iteration 56Q: 3 clusters Score -1365773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1365772.875000 Penalty: 4617.807129
	Iteration 57F: 3 clusters Score -1365773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272114.687500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -269271.093750 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269271.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269861.031250 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -269861 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -270050.156250 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -270050.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -270177.250000 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -270177.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -270277.125000 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -270277.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270362.218750 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -270362.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -270443.187500 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -270443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -270498.375000 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -270498.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -270559.031250 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -270559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -270652.562500 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -270652.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -270737.625000 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -270737.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -270831.062500 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -270831.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -270924.500000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -270924.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -271039.156250 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -271039.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271133.843750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -271133.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -271186.187500 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -271186.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -271207.093750 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -271207.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -271219.468750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -271219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -271224.937500 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -271224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -271227.906250 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -271227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -271231.562500 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -271231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -271236.187500 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -271236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -271238.531250 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -271238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271238.718750 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -271238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271240.218750 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -271240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -271242.687500 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -271242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271244.812500 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -271244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -271244.937500 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -271244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -271244.937500 Penalty: 3826.479980
	Iteration 28F: 3 clusters Score -271244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Entering Unmasked Estep 
Score: -1129441.125000 Penalty: 2287.587891
	Iteration 0F: 2 clusters Score -1129441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1121807.875000 Penalty: 4575.175781
	Iteration 0F: 3 clusters Score -1121808 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1124256.250000 Penalty: 4575.175781
	Iteration 1F: 3 clusters Score -1124256 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1124787.750000 Penalty: 4575.175781
	Iteration 2F: 3 clusters Score -1124788 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1125230.000000 Penalty: 4575.175781
	Iteration 3F: 3 clusters Score -1125230 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1125658.875000 Penalty: 4575.175781
	Iteration 4F: 3 clusters Score -1125659 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1126077.750000 Penalty: 4575.175781
	Iteration 5F: 3 clusters Score -1126078 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1126458.875000 Penalty: 4575.175781
	Iteration 6F: 3 clusters Score -1126459 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1126770.250000 Penalty: 4575.175781
	Iteration 7Q: 3 clusters Score -1126770 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1127020.375000 Penalty: 4575.175781
	Iteration 8Q: 3 clusters Score -1127020 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1127205.375000 Penalty: 4575.175781
	Iteration 9Q: 3 clusters Score -1127205 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1127396.250000 Penalty: 4575.175781
	Iteration 10Q: 3 clusters Score -1127396 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1127539.875000 Penalty: 4575.175781
	Iteration 11Q: 3 clusters Score -1127540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1127647.250000 Penalty: 4575.175781
	Iteration 12Q: 3 clusters Score -1127647 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1127743.250000 Penalty: 4575.175781
	Iteration 13Q: 3 clusters Score -1127743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1127812.500000 Penalty: 4575.175781
	Iteration 14Q: 3 clusters Score -1127812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1127862.875000 Penalty: 4575.175781
	Iteration 15Q: 3 clusters Score -1127863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1127902.750000 Penalty: 4575.175781
	Iteration 16Q: 3 clusters Score -1127903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1127934.250000 Penalty: 4575.175781
	Iteration 17Q: 3 clusters Score -1127934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1127967.375000 Penalty: 4575.175781
	Iteration 18Q: 3 clusters Score -1127967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1127992.875000 Penalty: 4575.175781
	Iteration 19Q: 3 clusters Score -1127993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1128012.000000 Penalty: 4575.175781
	Iteration 20F: 3 clusters Score -1128012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1128036.125000 Penalty: 4575.175781
	Iteration 21Q: 3 clusters Score -1128036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1128050.375000 Penalty: 4575.175781
	Iteration 22Q: 3 clusters Score -1128050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1128065.000000 Penalty: 4575.175781
	Iteration 23Q: 3 clusters Score -1128065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1128080.000000 Penalty: 4575.175781
	Iteration 24Q: 3 clusters Score -1128080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1128090.375000 Penalty: 4575.175781
	Iteration 25Q: 3 clusters Score -1128090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1128100.375000 Penalty: 4575.175781
	Iteration 26Q: 3 clusters Score -1128100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1128111.750000 Penalty: 4575.175781
	Iteration 27Q: 3 clusters Score -1128112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1128117.875000 Penalty: 4575.175781
	Iteration 28Q: 3 clusters Score -1128118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1128122.500000 Penalty: 4575.175781
	Iteration 29Q: 3 clusters Score -1128122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1128125.750000 Penalty: 4575.175781
	Iteration 30Q: 3 clusters Score -1128126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1128127.000000 Penalty: 4575.175781
	Iteration 31Q: 3 clusters Score -1128127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1128133.750000 Penalty: 4575.175781
	Iteration 32Q: 3 clusters Score -1128134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1128134.125000 Penalty: 4575.175781
	Iteration 33Q: 3 clusters Score -1128134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1128139.875000 Penalty: 4575.175781
	Iteration 34Q: 3 clusters Score -1128140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1128142.250000 Penalty: 4575.175781
	Iteration 35Q: 3 clusters Score -1128142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1128141.375000 Penalty: 4575.175781
	Iteration 36Q: 3 clusters Score -1128141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1128141.625000 Penalty: 4575.175781
	Iteration 37Q: 3 clusters Score -1128142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1128144.500000 Penalty: 4575.175781
	Iteration 38Q: 3 clusters Score -1128144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1128146.875000 Penalty: 4575.175781
	Iteration 39Q: 3 clusters Score -1128147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1128149.875000 Penalty: 4575.175781
	Iteration 40F: 3 clusters Score -1128150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1128155.000000 Penalty: 4575.175781
	Iteration 41Q: 3 clusters Score -1128155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1128155.375000 Penalty: 4575.175781
	Iteration 42Q: 3 clusters Score -1128155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1128157.000000 Penalty: 4575.175781
	Iteration 43Q: 3 clusters Score -1128157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1128158.250000 Penalty: 4575.175781
	Iteration 44Q: 3 clusters Score -1128158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1128159.625000 Penalty: 4575.175781
	Iteration 45Q: 3 clusters Score -1128160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1128162.125000 Penalty: 4575.175781
	Iteration 46Q: 3 clusters Score -1128162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1128161.875000 Penalty: 4575.175781
	Iteration 47Q: 3 clusters Score -1128162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1128162.250000 Penalty: 4575.175781
	Iteration 48Q: 3 clusters Score -1128162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1128163.000000 Penalty: 4575.175781
	Iteration 49Q: 3 clusters Score -1128163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1128164.625000 Penalty: 4575.175781
	Iteration 50Q: 3 clusters Score -1128165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1128166.625000 Penalty: 4575.175781
	Iteration 51Q: 3 clusters Score -1128167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1128164.000000 Penalty: 4575.175781
	Iteration 52Q: 3 clusters Score -1128164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1128165.375000 Penalty: 4575.175781
	Iteration 53Q: 3 clusters Score -1128165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1128165.375000 Penalty: 4575.175781
	Iteration 54F: 3 clusters Score -1128165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -333317.437500 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -333317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -330262.562500 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -330262.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -330930.031250 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -330930 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -331160.312500 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -331160.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -331349.093750 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -331349.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -331502.406250 Penalty: 3935.163330
	Iteration 4F: 3 clusters Score -331502.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -331648.156250 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -331648.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -331795.250000 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -331795.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -331921.281250 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -331921.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -332075.218750 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -332075.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -332209.625000 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -332209.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -332306.875000 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -332306.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -332373.531250 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -332373.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -332415.625000 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -332415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -332464.281250 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -332464.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -332507.250000 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -332507.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -332561.937500 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -332561.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -332637.250000 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -332637.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -332726.937500 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -332726.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -332821.375000 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -332821.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -332883.093750 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -332883.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -332931.531250 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -332931.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332974.468750 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -332974.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -333017.406250 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -333017.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -333061.437500 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -333061.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -333120.125000 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -333120.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -333189.937500 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -333189.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -333263.250000 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -333263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -333296.562500 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -333296.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -333317.468750 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -333317.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -333328.281250 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -333328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -333335.093750 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -333335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -333337.968750 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -333338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -333338.437500 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -333338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -333338.437500 Penalty: 3935.163330
	Iteration 33F: 3 clusters Score -333338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 1071 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 1719 members 
Entering Unmasked Estep 
Score: -134489520.000000 Penalty: 255510.078125
Splitting cluster 48 changes total score from -134491152.000000 to -134489520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -912019.875000 Penalty: 2208.213623
	Iteration 0F: 2 clusters Score -912019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -906063.125000 Penalty: 4416.427246
	Iteration 0F: 3 clusters Score -906063.1 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -907681.187500 Penalty: 4416.427246
	Iteration 1F: 3 clusters Score -907681.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -908023.750000 Penalty: 4416.427246
	Iteration 2F: 3 clusters Score -908023.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -908377.812500 Penalty: 4416.427246
	Iteration 3F: 3 clusters Score -908377.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -908691.437500 Penalty: 4416.427246
	Iteration 4F: 3 clusters Score -908691.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -908955.125000 Penalty: 4416.427246
	Iteration 5Q: 3 clusters Score -908955.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -909216.375000 Penalty: 4416.427246
	Iteration 6Q: 3 clusters Score -909216.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -909456.375000 Penalty: 4416.427246
	Iteration 7Q: 3 clusters Score -909456.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -909675.000000 Penalty: 4416.427246
	Iteration 8Q: 3 clusters Score -909675 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -909875.312500 Penalty: 4416.427246
	Iteration 9Q: 3 clusters Score -909875.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -910091.000000 Penalty: 4416.427246
	Iteration 10Q: 3 clusters Score -910091 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -910270.562500 Penalty: 4416.427246
	Iteration 11Q: 3 clusters Score -910270.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -910409.937500 Penalty: 4416.427246
	Iteration 12Q: 3 clusters Score -910409.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -910507.312500 Penalty: 4416.427246
	Iteration 13Q: 3 clusters Score -910507.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -910564.187500 Penalty: 4416.427246
	Iteration 14Q: 3 clusters Score -910564.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -910604.062500 Penalty: 4416.427246
	Iteration 15Q: 3 clusters Score -910604.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -910627.750000 Penalty: 4416.427246
	Iteration 16Q: 3 clusters Score -910627.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -910647.687500 Penalty: 4416.427246
	Iteration 17Q: 3 clusters Score -910647.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -910659.750000 Penalty: 4416.427246
	Iteration 18Q: 3 clusters Score -910659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -910670.187500 Penalty: 4416.427246
	Iteration 19Q: 3 clusters Score -910670.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -910677.312500 Penalty: 4416.427246
	Iteration 20F: 3 clusters Score -910677.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -910690.625000 Penalty: 4416.427246
	Iteration 21Q: 3 clusters Score -910690.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -910701.812500 Penalty: 4416.427246
	Iteration 22Q: 3 clusters Score -910701.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -910708.500000 Penalty: 4416.427246
	Iteration 23Q: 3 clusters Score -910708.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -910714.500000 Penalty: 4416.427246
	Iteration 24Q: 3 clusters Score -910714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -910719.312500 Penalty: 4416.427246
	Iteration 25Q: 3 clusters Score -910719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -910722.812500 Penalty: 4416.427246
	Iteration 26Q: 3 clusters Score -910722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -910726.562500 Penalty: 4416.427246
	Iteration 27Q: 3 clusters Score -910726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -910732.875000 Penalty: 4416.427246
	Iteration 28Q: 3 clusters Score -910732.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -910736.125000 Penalty: 4416.427246
	Iteration 29Q: 3 clusters Score -910736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -910740.875000 Penalty: 4416.427246
	Iteration 30Q: 3 clusters Score -910740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -910744.437500 Penalty: 4416.427246
	Iteration 31Q: 3 clusters Score -910744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -910746.437500 Penalty: 4416.427246
	Iteration 32Q: 3 clusters Score -910746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -910750.750000 Penalty: 4416.427246
	Iteration 33Q: 3 clusters Score -910750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -910754.312500 Penalty: 4416.427246
	Iteration 34Q: 3 clusters Score -910754.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -910757.062500 Penalty: 4416.427246
	Iteration 35Q: 3 clusters Score -910757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -910758.187500 Penalty: 4416.427246
	Iteration 36Q: 3 clusters Score -910758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -910757.937500 Penalty: 4416.427246
	Iteration 37Q: 3 clusters Score -910757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -910762.625000 Penalty: 4416.427246
	Iteration 38Q: 3 clusters Score -910762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -910761.812500 Penalty: 4416.427246
	Iteration 39Q: 3 clusters Score -910761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -910761.875000 Penalty: 4416.427246
	Iteration 40F: 3 clusters Score -910761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -910763.312500 Penalty: 4416.427246
	Iteration 41Q: 3 clusters Score -910763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -910763.312500 Penalty: 4416.427246
	Iteration 42F: 3 clusters Score -910763.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -307155.093750 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307155.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -307720.593750 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307720.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -307856.312500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307856.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307949.687500 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -307949.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -308029.406250 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -308029.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -308083.750000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -308083.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -308132.468750 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308132.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -308169.625000 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308169.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -308192.000000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308210.937500 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308210.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -308225.312500 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308225.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -308235.812500 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -308248.781250 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -308258.593750 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308258.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -308264.781250 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308264.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -308271.593750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -308281.031250 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -308294.656250 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308294.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -308313.843750 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308313.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -308334.718750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308334.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -308362.968750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -308363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -308403.437500 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -308403.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -308465.125000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -308465.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -308546.812500 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -308546.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -308617.656250 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -308617.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308706.843750 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -308706.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -308804.312500 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -308804.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -308881.375000 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -308881.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -308939.406250 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -308939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308983.562500 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -308983.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -309014.250000 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -309014.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -309030.906250 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -309030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -309045.656250 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -309045.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -309054.406250 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -309054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309061.625000 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -309061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309064.218750 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -309064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -309068.781250 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -309068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -309073.750000 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -309073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -309077.843750 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -309077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -309081.718750 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -309081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -309084.062500 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -309084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -309088.218750 Penalty: 3884.482178
	Iteration 41Q: 3 clusters Score -309088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309090.906250 Penalty: 3884.482178
	Iteration 42Q: 3 clusters Score -309090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -309095.781250 Penalty: 3884.482178
	Iteration 43Q: 3 clusters Score -309095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -309099.187500 Penalty: 3884.482178
	Iteration 44Q: 3 clusters Score -309099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -309100.718750 Penalty: 3884.482178
	Iteration 45Q: 3 clusters Score -309100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -309101.187500 Penalty: 3884.482178
	Iteration 46Q: 3 clusters Score -309101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -309104.375000 Penalty: 3884.482178
	Iteration 47Q: 3 clusters Score -309104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309105.031250 Penalty: 3884.482178
	Iteration 48Q: 3 clusters Score -309105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309105.937500 Penalty: 3884.482178
	Iteration 49Q: 3 clusters Score -309105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309105.937500 Penalty: 3884.482178
	Iteration 50F: 3 clusters Score -309105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -41259.335938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -41259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39956.937500 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -39956.94 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40305.503906 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -40305.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40446.046875 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -40446.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40536.718750 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -40536.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40609.078125 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -40609.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40647.609375 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -40647.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40693.562500 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -40693.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40727.632812 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -40727.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40790.550781 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -40790.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40827.164062 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -40827.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40846.773438 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -40846.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40869.523438 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -40869.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40870.898438 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -40870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40871.988281 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -40871.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40872.101562 Penalty: 3176.172607
	Iteration 14F: 3 clusters Score -40872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40889.488281 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -40889.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40899.960938 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -40899.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40908.722656 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -40908.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40929.246094 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -40929.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40937.792969 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -40937.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40954.875000 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -40954.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40970.984375 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -40970.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40991.164062 Penalty: 3176.172607
	Iteration 22Q: 3 clusters Score -40991.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41025.246094 Penalty: 3176.172607
	Iteration 23Q: 3 clusters Score -41025.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41045.882812 Penalty: 3176.172607
	Iteration 24Q: 3 clusters Score -41045.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41047.546875 Penalty: 3176.172607
	Iteration 25Q: 3 clusters Score -41047.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41052.007812 Penalty: 3176.172607
	Iteration 26Q: 3 clusters Score -41052.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41054.855469 Penalty: 3176.172607
	Iteration 27Q: 3 clusters Score -41054.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41056.546875 Penalty: 3176.172607
	Iteration 28Q: 3 clusters Score -41056.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41071.593750 Penalty: 3176.172607
	Iteration 29F: 3 clusters Score -41071.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41187.343750 Penalty: 3176.172607
	Iteration 30Q: 3 clusters Score -41187.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41266.050781 Penalty: 3176.172607
	Iteration 31Q: 3 clusters Score -41266.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41266.050781 Penalty: 3176.172607
	Iteration 32F: 3 clusters Score -41266.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 187 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 417 members 
Entering Unmasked Estep 
Score: -134489440.000000 Penalty: 255510.078125
Splitting cluster 51 changes total score from -134491152.000000 to -134489440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -394571.656250 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -394571.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -391156.218750 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -391156.2 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -391976.531250 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -391976.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392281.500000 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -392281.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -392513.406250 Penalty: 4017.680176
	Iteration 3F: 3 clusters Score -392513.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -392685.500000 Penalty: 4017.680176
	Iteration 4F: 3 clusters Score -392685.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -392845.750000 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -392845.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -393006.906250 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -393006.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -393199.531250 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -393199.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393398.281250 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -393398.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -393524.937500 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -393524.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -393638.000000 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -393638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -393749.375000 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -393749.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -393843.468750 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -393843.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -393941.031250 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -393941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394038.656250 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -394038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -394112.125000 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -394112.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -394186.375000 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -394186.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -394306.781250 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -394306.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -394467.375000 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -394467.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -394617.156250 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -394617.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -394682.875000 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -394682.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -394714.281250 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -394714.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -394733.687500 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -394733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -394739.625000 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -394739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -394740.843750 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -394740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -394741.562500 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -394741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -394744.125000 Penalty: 4017.680176
	Iteration 26Q: 3 clusters Score -394744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -394744.781250 Penalty: 4017.680176
	Iteration 27Q: 3 clusters Score -394744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -394744.781250 Penalty: 4017.680176
	Iteration 28F: 3 clusters Score -394744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 1093 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 2202 members 
Entering Unmasked Estep 
Score: -134489824.000000 Penalty: 255510.078125
Splitting cluster 52 changes total score from -134491152.000000 to -134489824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (239833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239833 members 
Entering Unmasked Estep 
Score: -30112200.000000 Penalty: 3072.149170
	Iteration 0F: 2 clusters Score -3.01122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -29969334.000000 Penalty: 6144.298340
	Iteration 0F: 3 clusters Score -2.996933e+07 nChanged 115591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 117800 members 
Entering Unmasked Estep 
Score: -30037080.000000 Penalty: 6144.298340
	Iteration 1F: 3 clusters Score -3.003708e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -30038104.000000 Penalty: 6144.298340
	Iteration 2Q: 3 clusters Score -3.00381e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -30039260.000000 Penalty: 6144.298340
	Iteration 3Q: 3 clusters Score -3.003926e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -30041002.000000 Penalty: 6144.298340
	Iteration 4Q: 3 clusters Score -3.0041e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -30043956.000000 Penalty: 6144.298340
	Iteration 5Q: 3 clusters Score -3.004396e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142027 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -30047856.000000 Penalty: 6144.298340
	Iteration 6Q: 3 clusters Score -3.004786e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -30054062.000000 Penalty: 6144.298340
	Iteration 7F: 3 clusters Score -3.005406e+07 nChanged 15736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167617 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -30062720.000000 Penalty: 6144.298340
	Iteration 8F: 3 clusters Score -3.006272e+07 nChanged 18113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185206 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -30074016.000000 Penalty: 6144.298340
	Iteration 9F: 3 clusters Score -3.007402e+07 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203245 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -30086028.000000 Penalty: 6144.298340
	Iteration 10F: 3 clusters Score -3.008603e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218924 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -30096702.000000 Penalty: 6144.298340
	Iteration 11F: 3 clusters Score -3.00967e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229863 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -30103294.000000 Penalty: 6144.298340
	Iteration 12Q: 3 clusters Score -3.010329e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235672 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -30106756.000000 Penalty: 6144.298340
	Iteration 13Q: 3 clusters Score -3.010676e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238066 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -30108208.000000 Penalty: 6144.298340
	Iteration 14Q: 3 clusters Score -3.010821e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238931 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -30108858.000000 Penalty: 6144.298340
	Iteration 15Q: 3 clusters Score -3.010886e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -30109116.000000 Penalty: 6144.298340
	Iteration 16Q: 3 clusters Score -3.010912e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -30109254.000000 Penalty: 6144.298340
	Iteration 17Q: 3 clusters Score -3.010925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239394 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30109398.000000 Penalty: 6144.298340
	Iteration 18Q: 3 clusters Score -3.01094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -30109454.000000 Penalty: 6144.298340
	Iteration 19Q: 3 clusters Score -3.010945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239426 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -30109486.000000 Penalty: 6144.298340
	Iteration 20F: 3 clusters Score -3.010949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30109534.000000 Penalty: 6144.298340
	Iteration 21Q: 3 clusters Score -3.010953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239437 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30109564.000000 Penalty: 6144.298340
	Iteration 22Q: 3 clusters Score -3.010956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239437 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30109578.000000 Penalty: 6144.298340
	Iteration 23Q: 3 clusters Score -3.010958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30109560.000000 Penalty: 6144.298340
	Iteration 24Q: 3 clusters Score -3.010956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30109576.000000 Penalty: 6144.298340
	Iteration 25Q: 3 clusters Score -3.010958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239437 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30109594.000000 Penalty: 6144.298340
	Iteration 26Q: 3 clusters Score -3.010959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239441 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30109608.000000 Penalty: 6144.298340
	Iteration 27Q: 3 clusters Score -3.010961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239443 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30109634.000000 Penalty: 6144.298340
	Iteration 28Q: 3 clusters Score -3.010963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30109654.000000 Penalty: 6144.298340
	Iteration 29Q: 3 clusters Score -3.010965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30109662.000000 Penalty: 6144.298340
	Iteration 30Q: 3 clusters Score -3.010966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239451 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30109654.000000 Penalty: 6144.298340
	Iteration 31Q: 3 clusters Score -3.010965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239455 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30109662.000000 Penalty: 6144.298340
	Iteration 32Q: 3 clusters Score -3.010966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239455 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30109650.000000 Penalty: 6144.298340
	Iteration 33Q: 3 clusters Score -3.010965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239452 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30109662.000000 Penalty: 6144.298340
	Iteration 34Q: 3 clusters Score -3.010966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239449 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30109652.000000 Penalty: 6144.298340
	Iteration 35Q: 3 clusters Score -3.010965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239449 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30109652.000000 Penalty: 6144.298340
	Iteration 36F: 3 clusters Score -3.010965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1040651.937500 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1040652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1033821.437500 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1033821 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1036083.500000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1036084 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1036727.562500 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1036728 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1037332.562500 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1037333 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1037861.250000 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -1037861 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1038341.625000 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -1038342 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1038708.312500 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -1038708 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1038960.437500 Penalty: 4494.845215
	Iteration 7Q: 3 clusters Score -1038960 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1039149.250000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1039149 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1039328.687500 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1039329 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1039556.437500 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1039556 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1039766.687500 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1039767 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1039968.187500 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1039968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1040168.937500 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1040169 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1040386.437500 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1040386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1040550.625000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1040551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1040648.625000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1040649 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1040713.625000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1040714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1040774.000000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1040774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1040816.812500 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1040817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1040845.000000 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1040845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1040861.875000 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -1040862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1040874.000000 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -1040874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1040876.937500 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -1040877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1040881.312500 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -1040881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1040882.000000 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -1040882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1040884.000000 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -1040884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1040884.875000 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -1040885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1040888.187500 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -1040888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1040889.562500 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -1040890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1040893.375000 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -1040893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1040894.312500 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -1040894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1040896.562500 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -1040897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1040896.812500 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -1040897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1040896.937500 Penalty: 4494.845215
	Iteration 34Q: 3 clusters Score -1040897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1040899.250000 Penalty: 4494.845215
	Iteration 35Q: 3 clusters Score -1040899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1040899.875000 Penalty: 4494.845215
	Iteration 36Q: 3 clusters Score -1040900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1040899.875000 Penalty: 4494.845215
	Iteration 37F: 3 clusters Score -1040900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 5498 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 3125 members 
Entering Unmasked Estep 
Score: -134489936.000000 Penalty: 255510.078125
Splitting cluster 54 changes total score from -134491152.000000 to -134489936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (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: -423494.187500 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -423494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -420524.000000 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -420524 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -421263.093750 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -421263.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -421713.687500 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -421713.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -422328.718750 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -422328.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -422736.125000 Penalty: 3898.651855
	Iteration 4F: 3 clusters Score -422736.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -422970.031250 Penalty: 3898.651855
	Iteration 5F: 3 clusters Score -422970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -423145.312500 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -423145.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -423278.875000 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -423278.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -423384.500000 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -423384.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -423449.843750 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -423449.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -423500.531250 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -423500.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -423531.468750 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -423531.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -423561.687500 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -423561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -423592.687500 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -423592.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -423613.750000 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -423613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -423628.937500 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -423628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -423636.187500 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -423636.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -423643.000000 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -423643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -423648.875000 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -423648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -423652.250000 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -423652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -423652.656250 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -423652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 1793 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 799 members 
Entering Unmasked Estep 
Score: -134489504.000000 Penalty: 255510.078125
Splitting cluster 55 changes total score from -134491152.000000 to -134489504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -701423.625000 Penalty: 2146.363525
	Iteration 0F: 2 clusters Score -701423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -696504.687500 Penalty: 4292.727051
	Iteration 0F: 3 clusters Score -696504.7 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -697960.875000 Penalty: 4292.727051
	Iteration 1F: 3 clusters Score -697960.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -698438.687500 Penalty: 4292.727051
	Iteration 2F: 3 clusters Score -698438.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -698850.250000 Penalty: 4292.727051
	Iteration 3F: 3 clusters Score -698850.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -699144.000000 Penalty: 4292.727051
	Iteration 4F: 3 clusters Score -699144 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -699366.500000 Penalty: 4292.727051
	Iteration 5Q: 3 clusters Score -699366.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -699574.625000 Penalty: 4292.727051
	Iteration 6Q: 3 clusters Score -699574.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -699726.687500 Penalty: 4292.727051
	Iteration 7Q: 3 clusters Score -699726.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -699817.937500 Penalty: 4292.727051
	Iteration 8Q: 3 clusters Score -699817.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -699883.437500 Penalty: 4292.727051
	Iteration 9Q: 3 clusters Score -699883.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -699924.312500 Penalty: 4292.727051
	Iteration 10Q: 3 clusters Score -699924.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -699952.500000 Penalty: 4292.727051
	Iteration 11Q: 3 clusters Score -699952.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -699968.812500 Penalty: 4292.727051
	Iteration 12Q: 3 clusters Score -699968.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -699983.562500 Penalty: 4292.727051
	Iteration 13Q: 3 clusters Score -699983.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -700000.375000 Penalty: 4292.727051
	Iteration 14Q: 3 clusters Score -700000.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -700010.562500 Penalty: 4292.727051
	Iteration 15Q: 3 clusters Score -700010.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -700020.000000 Penalty: 4292.727051
	Iteration 16Q: 3 clusters Score -700020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -700027.312500 Penalty: 4292.727051
	Iteration 17Q: 3 clusters Score -700027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -700036.562500 Penalty: 4292.727051
	Iteration 18Q: 3 clusters Score -700036.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -700050.125000 Penalty: 4292.727051
	Iteration 19Q: 3 clusters Score -700050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -700058.937500 Penalty: 4292.727051
	Iteration 20F: 3 clusters Score -700058.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -700063.250000 Penalty: 4292.727051
	Iteration 21Q: 3 clusters Score -700063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -700068.125000 Penalty: 4292.727051
	Iteration 22Q: 3 clusters Score -700068.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -700071.687500 Penalty: 4292.727051
	Iteration 23Q: 3 clusters Score -700071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -700074.937500 Penalty: 4292.727051
	Iteration 24Q: 3 clusters Score -700074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -700077.812500 Penalty: 4292.727051
	Iteration 25Q: 3 clusters Score -700077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -700080.625000 Penalty: 4292.727051
	Iteration 26Q: 3 clusters Score -700080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -700087.125000 Penalty: 4292.727051
	Iteration 27Q: 3 clusters Score -700087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -700094.562500 Penalty: 4292.727051
	Iteration 28Q: 3 clusters Score -700094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -700099.062500 Penalty: 4292.727051
	Iteration 29Q: 3 clusters Score -700099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -700104.812500 Penalty: 4292.727051
	Iteration 30Q: 3 clusters Score -700104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -700110.062500 Penalty: 4292.727051
	Iteration 31Q: 3 clusters Score -700110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -700116.750000 Penalty: 4292.727051
	Iteration 32Q: 3 clusters Score -700116.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -700122.062500 Penalty: 4292.727051
	Iteration 33Q: 3 clusters Score -700122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -700127.250000 Penalty: 4292.727051
	Iteration 34Q: 3 clusters Score -700127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -700133.125000 Penalty: 4292.727051
	Iteration 35Q: 3 clusters Score -700133.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -700142.000000 Penalty: 4292.727051
	Iteration 36Q: 3 clusters Score -700142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -700149.250000 Penalty: 4292.727051
	Iteration 37Q: 3 clusters Score -700149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -700158.562500 Penalty: 4292.727051
	Iteration 38Q: 3 clusters Score -700158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -700162.625000 Penalty: 4292.727051
	Iteration 39Q: 3 clusters Score -700162.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -700166.812500 Penalty: 4292.727051
	Iteration 40F: 3 clusters Score -700166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -700173.250000 Penalty: 4292.727051
	Iteration 41Q: 3 clusters Score -700173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -700175.062500 Penalty: 4292.727051
	Iteration 42Q: 3 clusters Score -700175.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -700177.375000 Penalty: 4292.727051
	Iteration 43Q: 3 clusters Score -700177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -700180.000000 Penalty: 4292.727051
	Iteration 44Q: 3 clusters Score -700180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -700179.562500 Penalty: 4292.727051
	Iteration 45Q: 3 clusters Score -700179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -700180.687500 Penalty: 4292.727051
	Iteration 46Q: 3 clusters Score -700180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -700180.437500 Penalty: 4292.727051
	Iteration 47Q: 3 clusters Score -700180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -700183.062500 Penalty: 4292.727051
	Iteration 48Q: 3 clusters Score -700183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -700183.250000 Penalty: 4292.727051
	Iteration 49Q: 3 clusters Score -700183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -700182.625000 Penalty: 4292.727051
	Iteration 50Q: 3 clusters Score -700182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -700184.625000 Penalty: 4292.727051
	Iteration 51Q: 3 clusters Score -700184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -700184.687500 Penalty: 4292.727051
	Iteration 52Q: 3 clusters Score -700184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -700184.937500 Penalty: 4292.727051
	Iteration 53Q: 3 clusters Score -700184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -700185.687500 Penalty: 4292.727051
	Iteration 54Q: 3 clusters Score -700185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -700185.687500 Penalty: 4292.727051
	Iteration 55F: 3 clusters Score -700185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -398498.593750 Penalty: 2005.887207
	Iteration 0F: 2 clusters Score -398498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -395094.968750 Penalty: 4011.774414
	Iteration 0F: 3 clusters Score -395095 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -395789.625000 Penalty: 4011.774414
	Iteration 1F: 3 clusters Score -395789.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -395992.187500 Penalty: 4011.774414
	Iteration 2F: 3 clusters Score -395992.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -396127.343750 Penalty: 4011.774414
	Iteration 3F: 3 clusters Score -396127.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -396236.468750 Penalty: 4011.774414
	Iteration 4Q: 3 clusters Score -396236.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -396334.093750 Penalty: 4011.774414
	Iteration 5Q: 3 clusters Score -396334.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -396414.593750 Penalty: 4011.774414
	Iteration 6Q: 3 clusters Score -396414.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -396483.656250 Penalty: 4011.774414
	Iteration 7Q: 3 clusters Score -396483.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -396531.562500 Penalty: 4011.774414
	Iteration 8Q: 3 clusters Score -396531.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -396577.843750 Penalty: 4011.774414
	Iteration 9Q: 3 clusters Score -396577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -396614.187500 Penalty: 4011.774414
	Iteration 10Q: 3 clusters Score -396614.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -396640.000000 Penalty: 4011.774414
	Iteration 11Q: 3 clusters Score -396640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -396658.437500 Penalty: 4011.774414
	Iteration 12Q: 3 clusters Score -396658.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -396675.812500 Penalty: 4011.774414
	Iteration 13Q: 3 clusters Score -396675.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -396689.812500 Penalty: 4011.774414
	Iteration 14Q: 3 clusters Score -396689.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -396703.062500 Penalty: 4011.774414
	Iteration 15Q: 3 clusters Score -396703.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -396710.312500 Penalty: 4011.774414
	Iteration 16Q: 3 clusters Score -396710.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -396720.125000 Penalty: 4011.774414
	Iteration 17Q: 3 clusters Score -396720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -396731.187500 Penalty: 4011.774414
	Iteration 18Q: 3 clusters Score -396731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -396741.781250 Penalty: 4011.774414
	Iteration 19Q: 3 clusters Score -396741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -396748.531250 Penalty: 4011.774414
	Iteration 20F: 3 clusters Score -396748.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -396756.968750 Penalty: 4011.774414
	Iteration 21Q: 3 clusters Score -396757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -396764.031250 Penalty: 4011.774414
	Iteration 22Q: 3 clusters Score -396764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -396767.031250 Penalty: 4011.774414
	Iteration 23Q: 3 clusters Score -396767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -396772.937500 Penalty: 4011.774414
	Iteration 24Q: 3 clusters Score -396772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -396779.687500 Penalty: 4011.774414
	Iteration 25Q: 3 clusters Score -396779.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -396788.593750 Penalty: 4011.774414
	Iteration 26Q: 3 clusters Score -396788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -396797.093750 Penalty: 4011.774414
	Iteration 27Q: 3 clusters Score -396797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -396804.468750 Penalty: 4011.774414
	Iteration 28Q: 3 clusters Score -396804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396807.406250 Penalty: 4011.774414
	Iteration 29Q: 3 clusters Score -396807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -396813.531250 Penalty: 4011.774414
	Iteration 30Q: 3 clusters Score -396813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -396821.062500 Penalty: 4011.774414
	Iteration 31Q: 3 clusters Score -396821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -396827.187500 Penalty: 4011.774414
	Iteration 32Q: 3 clusters Score -396827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -396832.031250 Penalty: 4011.774414
	Iteration 33Q: 3 clusters Score -396832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -396838.781250 Penalty: 4011.774414
	Iteration 34Q: 3 clusters Score -396838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -396844.750000 Penalty: 4011.774414
	Iteration 35Q: 3 clusters Score -396844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -396848.468750 Penalty: 4011.774414
	Iteration 36Q: 3 clusters Score -396848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -396850.031250 Penalty: 4011.774414
	Iteration 37Q: 3 clusters Score -396850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -396852.718750 Penalty: 4011.774414
	Iteration 38Q: 3 clusters Score -396852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -396856.593750 Penalty: 4011.774414
	Iteration 39Q: 3 clusters Score -396856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -396857.281250 Penalty: 4011.774414
	Iteration 40F: 3 clusters Score -396857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -396857.781250 Penalty: 4011.774414
	Iteration 41Q: 3 clusters Score -396857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -396858.281250 Penalty: 4011.774414
	Iteration 42Q: 3 clusters Score -396858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -396858.281250 Penalty: 4011.774414
	Iteration 43F: 3 clusters Score -396858.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -1036265.312500 Penalty: 2243.801514
	Iteration 0F: 2 clusters Score -1036265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1029557.375000 Penalty: 4487.603027
	Iteration 0F: 3 clusters Score -1029557 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1031464.750000 Penalty: 4487.603027
	Iteration 1F: 3 clusters Score -1031465 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1031707.437500 Penalty: 4487.603027
	Iteration 2F: 3 clusters Score -1031707 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1031871.000000 Penalty: 4487.603027
	Iteration 3Q: 3 clusters Score -1031871 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1032008.000000 Penalty: 4487.603027
	Iteration 4Q: 3 clusters Score -1032008 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1032131.375000 Penalty: 4487.603027
	Iteration 5Q: 3 clusters Score -1032131 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1032252.375000 Penalty: 4487.603027
	Iteration 6Q: 3 clusters Score -1032252 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1032375.625000 Penalty: 4487.603027
	Iteration 7Q: 3 clusters Score -1032376 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1032535.750000 Penalty: 4487.603027
	Iteration 8Q: 3 clusters Score -1032536 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1032721.437500 Penalty: 4487.603027
	Iteration 9Q: 3 clusters Score -1032721 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1032951.687500 Penalty: 4487.603027
	Iteration 10Q: 3 clusters Score -1032952 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1033229.000000 Penalty: 4487.603027
	Iteration 11Q: 3 clusters Score -1033229 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1033571.250000 Penalty: 4487.603027
	Iteration 12Q: 3 clusters Score -1033571 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1033970.187500 Penalty: 4487.603027
	Iteration 13F: 3 clusters Score -1033970 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1034318.187500 Penalty: 4487.603027
	Iteration 14Q: 3 clusters Score -1034318 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1034594.687500 Penalty: 4487.603027
	Iteration 15Q: 3 clusters Score -1034595 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1034773.875000 Penalty: 4487.603027
	Iteration 16Q: 3 clusters Score -1034774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1034883.062500 Penalty: 4487.603027
	Iteration 17Q: 3 clusters Score -1034883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1034941.937500 Penalty: 4487.603027
	Iteration 18Q: 3 clusters Score -1034942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1034987.000000 Penalty: 4487.603027
	Iteration 19Q: 3 clusters Score -1034987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1035026.375000 Penalty: 4487.603027
	Iteration 20F: 3 clusters Score -1035026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1035053.937500 Penalty: 4487.603027
	Iteration 21Q: 3 clusters Score -1035054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1035077.312500 Penalty: 4487.603027
	Iteration 22Q: 3 clusters Score -1035077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1035100.562500 Penalty: 4487.603027
	Iteration 23Q: 3 clusters Score -1035101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1035118.187500 Penalty: 4487.603027
	Iteration 24Q: 3 clusters Score -1035118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1035130.937500 Penalty: 4487.603027
	Iteration 25Q: 3 clusters Score -1035131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1035141.500000 Penalty: 4487.603027
	Iteration 26Q: 3 clusters Score -1035142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1035153.625000 Penalty: 4487.603027
	Iteration 27Q: 3 clusters Score -1035154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1035154.937500 Penalty: 4487.603027
	Iteration 28Q: 3 clusters Score -1035155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1035153.812500 Penalty: 4487.603027
	Iteration 29Q: 3 clusters Score -1035154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1035162.250000 Penalty: 4487.603027
	Iteration 30Q: 3 clusters Score -1035162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1035165.000000 Penalty: 4487.603027
	Iteration 31Q: 3 clusters Score -1035165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1035166.125000 Penalty: 4487.603027
	Iteration 32Q: 3 clusters Score -1035166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1035167.312500 Penalty: 4487.603027
	Iteration 33Q: 3 clusters Score -1035167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1035171.500000 Penalty: 4487.603027
	Iteration 34Q: 3 clusters Score -1035172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1035171.687500 Penalty: 4487.603027
	Iteration 35Q: 3 clusters Score -1035172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1035171.437500 Penalty: 4487.603027
	Iteration 36Q: 3 clusters Score -1035171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1035174.750000 Penalty: 4487.603027
	Iteration 37Q: 3 clusters Score -1035175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1035176.562500 Penalty: 4487.603027
	Iteration 38Q: 3 clusters Score -1035177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1035176.562500 Penalty: 4487.603027
	Iteration 39F: 3 clusters Score -1035177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -508737.281250 Penalty: 2066.173584
	Iteration 0F: 2 clusters Score -508737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -504711.312500 Penalty: 4132.347168
	Iteration 0F: 3 clusters Score -504711.3 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505649.031250 Penalty: 4132.347168
	Iteration 1F: 3 clusters Score -505649 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -505863.250000 Penalty: 4132.347168
	Iteration 2F: 3 clusters Score -505863.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -506017.875000 Penalty: 4132.347168
	Iteration 3F: 3 clusters Score -506017.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -506137.031250 Penalty: 4132.347168
	Iteration 4Q: 3 clusters Score -506137 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -506239.687500 Penalty: 4132.347168
	Iteration 5Q: 3 clusters Score -506239.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -506337.875000 Penalty: 4132.347168
	Iteration 6Q: 3 clusters Score -506337.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -506428.187500 Penalty: 4132.347168
	Iteration 7Q: 3 clusters Score -506428.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -506492.812500 Penalty: 4132.347168
	Iteration 8Q: 3 clusters Score -506492.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -506547.625000 Penalty: 4132.347168
	Iteration 9Q: 3 clusters Score -506547.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -506599.812500 Penalty: 4132.347168
	Iteration 10Q: 3 clusters Score -506599.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -506663.031250 Penalty: 4132.347168
	Iteration 11Q: 3 clusters Score -506663 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -506736.406250 Penalty: 4132.347168
	Iteration 12Q: 3 clusters Score -506736.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -506811.656250 Penalty: 4132.347168
	Iteration 13Q: 3 clusters Score -506811.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -506878.218750 Penalty: 4132.347168
	Iteration 14Q: 3 clusters Score -506878.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -506936.781250 Penalty: 4132.347168
	Iteration 15Q: 3 clusters Score -506936.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -507007.656250 Penalty: 4132.347168
	Iteration 16Q: 3 clusters Score -507007.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507083.593750 Penalty: 4132.347168
	Iteration 17Q: 3 clusters Score -507083.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -507153.687500 Penalty: 4132.347168
	Iteration 18Q: 3 clusters Score -507153.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -507208.218750 Penalty: 4132.347168
	Iteration 19Q: 3 clusters Score -507208.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -507258.406250 Penalty: 4132.347168
	Iteration 20F: 3 clusters Score -507258.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -507306.625000 Penalty: 4132.347168
	Iteration 21Q: 3 clusters Score -507306.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -507339.656250 Penalty: 4132.347168
	Iteration 22Q: 3 clusters Score -507339.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -507360.187500 Penalty: 4132.347168
	Iteration 23Q: 3 clusters Score -507360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -507379.812500 Penalty: 4132.347168
	Iteration 24Q: 3 clusters Score -507379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -507392.156250 Penalty: 4132.347168
	Iteration 25Q: 3 clusters Score -507392.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -507401.531250 Penalty: 4132.347168
	Iteration 26Q: 3 clusters Score -507401.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -507411.125000 Penalty: 4132.347168
	Iteration 27Q: 3 clusters Score -507411.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507421.906250 Penalty: 4132.347168
	Iteration 28Q: 3 clusters Score -507421.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -507437.031250 Penalty: 4132.347168
	Iteration 29Q: 3 clusters Score -507437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -507448.031250 Penalty: 4132.347168
	Iteration 30Q: 3 clusters Score -507448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -507453.687500 Penalty: 4132.347168
	Iteration 31Q: 3 clusters Score -507453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -507456.687500 Penalty: 4132.347168
	Iteration 32Q: 3 clusters Score -507456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -507458.500000 Penalty: 4132.347168
	Iteration 33Q: 3 clusters Score -507458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -507461.031250 Penalty: 4132.347168
	Iteration 34Q: 3 clusters Score -507461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -507464.718750 Penalty: 4132.347168
	Iteration 35Q: 3 clusters Score -507464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -507469.843750 Penalty: 4132.347168
	Iteration 36Q: 3 clusters Score -507469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -507476.312500 Penalty: 4132.347168
	Iteration 37Q: 3 clusters Score -507476.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -507489.625000 Penalty: 4132.347168
	Iteration 38Q: 3 clusters Score -507489.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -507501.062500 Penalty: 4132.347168
	Iteration 39Q: 3 clusters Score -507501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -507510.968750 Penalty: 4132.347168
	Iteration 40F: 3 clusters Score -507511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -507522.562500 Penalty: 4132.347168
	Iteration 41Q: 3 clusters Score -507522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -507530.187500 Penalty: 4132.347168
	Iteration 42Q: 3 clusters Score -507530.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -507537.187500 Penalty: 4132.347168
	Iteration 43Q: 3 clusters Score -507537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -507542.093750 Penalty: 4132.347168
	Iteration 44Q: 3 clusters Score -507542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -507546.437500 Penalty: 4132.347168
	Iteration 45Q: 3 clusters Score -507546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -507551.781250 Penalty: 4132.347168
	Iteration 46Q: 3 clusters Score -507551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -507555.562500 Penalty: 4132.347168
	Iteration 47Q: 3 clusters Score -507555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -507558.781250 Penalty: 4132.347168
	Iteration 48Q: 3 clusters Score -507558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -507561.312500 Penalty: 4132.347168
	Iteration 49Q: 3 clusters Score -507561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -507566.750000 Penalty: 4132.347168
	Iteration 50Q: 3 clusters Score -507566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -507571.593750 Penalty: 4132.347168
	Iteration 51Q: 3 clusters Score -507571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -507573.031250 Penalty: 4132.347168
	Iteration 52Q: 3 clusters Score -507573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -507575.000000 Penalty: 4132.347168
	Iteration 53Q: 3 clusters Score -507575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -507575.406250 Penalty: 4132.347168
	Iteration 54Q: 3 clusters Score -507575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -507575.406250 Penalty: 4132.347168
	Iteration 55F: 3 clusters Score -507575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -423868.406250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -423868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -420311.718750 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -420311.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -421044.281250 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -421044.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -421198.562500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -421198.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -421272.031250 Penalty: 4039.904541
	Iteration 3Q: 3 clusters Score -421272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -421337.187500 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -421337.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -421391.906250 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -421391.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -421426.343750 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -421426.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421460.437500 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -421460.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -421492.718750 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -421492.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -421528.656250 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -421528.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -421549.281250 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -421549.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -421573.125000 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -421573.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -421591.000000 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -421591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -421610.625000 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -421610.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -421628.031250 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -421628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421639.781250 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -421639.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -421645.812500 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -421645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421651.937500 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -421651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -421655.718750 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -421655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421658.406250 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -421658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421661.843750 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -421661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421668.156250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -421668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -421674.781250 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -421674.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -421684.843750 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -421684.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -421696.281250 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -421696.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -421706.937500 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -421706.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -421717.468750 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -421717.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -421722.781250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -421722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -421728.968750 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -421729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -421737.968750 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -421738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -421744.656250 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -421744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -421749.781250 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -421749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -421757.062500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -421757.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421764.062500 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -421764.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421772.531250 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -421772.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -421778.531250 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -421778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -421785.375000 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -421785.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -421790.687500 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -421790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -421793.281250 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -421793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -421796.781250 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -421796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -421798.093750 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -421798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421800.093750 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -421800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421801.812500 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -421801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421802.281250 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -421802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421803.968750 Penalty: 4039.904541
	Iteration 44Q: 3 clusters Score -421804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -421806.468750 Penalty: 4039.904541
	Iteration 45Q: 3 clusters Score -421806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -421807.968750 Penalty: 4039.904541
	Iteration 46Q: 3 clusters Score -421808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -421809.781250 Penalty: 4039.904541
	Iteration 47Q: 3 clusters Score -421809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421813.406250 Penalty: 4039.904541
	Iteration 48Q: 3 clusters Score -421813.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -421817.875000 Penalty: 4039.904541
	Iteration 49Q: 3 clusters Score -421817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -421821.593750 Penalty: 4039.904541
	Iteration 50Q: 3 clusters Score -421821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -421826.406250 Penalty: 4039.904541
	Iteration 51Q: 3 clusters Score -421826.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -421836.031250 Penalty: 4039.904541
	Iteration 52Q: 3 clusters Score -421836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -421841.406250 Penalty: 4039.904541
	Iteration 53Q: 3 clusters Score -421841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -421844.937500 Penalty: 4039.904541
	Iteration 54Q: 3 clusters Score -421844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -421849.375000 Penalty: 4039.904541
	Iteration 55Q: 3 clusters Score -421849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421851.562500 Penalty: 4039.904541
	Iteration 56Q: 3 clusters Score -421851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -421853.531250 Penalty: 4039.904541
	Iteration 57Q: 3 clusters Score -421853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -421854.468750 Penalty: 4039.904541
	Iteration 58Q: 3 clusters Score -421854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -421857.125000 Penalty: 4039.904541
	Iteration 59Q: 3 clusters Score -421857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -421859.375000 Penalty: 4039.904541
	Iteration 60F: 3 clusters Score -421859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -421859.906250 Penalty: 4039.904541
	Iteration 61Q: 3 clusters Score -421859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -421859.812500 Penalty: 4039.904541
	Iteration 62Q: 3 clusters Score -421859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -421859.812500 Penalty: 4039.904541
	Iteration 63F: 3 clusters Score -421859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1534560.000000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -1534560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1525514.000000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -1525514 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1528156.500000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -1528156 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1528467.625000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -1528468 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1528710.750000 Penalty: 4668.176758
	Iteration 3Q: 3 clusters Score -1528711 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1528936.000000 Penalty: 4668.176758
	Iteration 4Q: 3 clusters Score -1528936 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1529166.375000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -1529166 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1529430.000000 Penalty: 4668.176758
	Iteration 6Q: 3 clusters Score -1529430 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1529713.875000 Penalty: 4668.176758
	Iteration 7Q: 3 clusters Score -1529714 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1530008.250000 Penalty: 4668.176758
	Iteration 8Q: 3 clusters Score -1530008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1530354.500000 Penalty: 4668.176758
	Iteration 9Q: 3 clusters Score -1530354 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1530725.250000 Penalty: 4668.176758
	Iteration 10Q: 3 clusters Score -1530725 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1531143.500000 Penalty: 4668.176758
	Iteration 11Q: 3 clusters Score -1531144 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1531528.625000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -1531529 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1531869.875000 Penalty: 4668.176758
	Iteration 13Q: 3 clusters Score -1531870 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1532159.500000 Penalty: 4668.176758
	Iteration 14Q: 3 clusters Score -1532160 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1532431.250000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -1532431 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1532680.500000 Penalty: 4668.176758
	Iteration 16Q: 3 clusters Score -1532680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1532880.000000 Penalty: 4668.176758
	Iteration 17Q: 3 clusters Score -1532880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1533060.625000 Penalty: 4668.176758
	Iteration 18Q: 3 clusters Score -1533061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1533183.000000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -1533183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1533243.000000 Penalty: 4668.176758
	Iteration 20F: 3 clusters Score -1533243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1533274.750000 Penalty: 4668.176758
	Iteration 21Q: 3 clusters Score -1533275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1533288.500000 Penalty: 4668.176758
	Iteration 22Q: 3 clusters Score -1533288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1533310.750000 Penalty: 4668.176758
	Iteration 23Q: 3 clusters Score -1533311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1533322.250000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -1533322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1533337.500000 Penalty: 4668.176758
	Iteration 25Q: 3 clusters Score -1533338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1533347.375000 Penalty: 4668.176758
	Iteration 26Q: 3 clusters Score -1533347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1533349.000000 Penalty: 4668.176758
	Iteration 27Q: 3 clusters Score -1533349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1533352.125000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -1533352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1533355.500000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -1533356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1533355.500000 Penalty: 4668.176758
	Iteration 30F: 3 clusters Score -1533356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -390616.812500 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -390616.8 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 1806 members 
Entering Unmasked Estep 
Score: -386998.593750 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -386998.6 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -387998.750000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -387998.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -388335.468750 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -388335.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -388528.250000 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -388528.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -388684.906250 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -388684.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -388878.375000 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -388878.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -389127.500000 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -389127.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -389445.687500 Penalty: 4074.240479
	Iteration 7F: 3 clusters Score -389445.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -389780.375000 Penalty: 4074.240479
	Iteration 8F: 3 clusters Score -389780.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -390147.531250 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -390147.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -390393.468750 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -390393.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -390511.062500 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -390511.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -390580.625000 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -390580.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -390629.937500 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -390629.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -390652.812500 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -390652.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -390671.156250 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -390671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -390681.093750 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -390681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -390694.531250 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -390694.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -390706.500000 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -390706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -390711.468750 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -390711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -390713.531250 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -390713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -390716.468750 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -390716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -390718.156250 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -390718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -390721.906250 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -390721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -390724.125000 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -390724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -390725.625000 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -390725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -390728.062500 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -390728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -390728.312500 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -390728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -390729.531250 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -390729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -390732.593750 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -390732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -390734.343750 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -390734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -390737.781250 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -390737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -390739.906250 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -390739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -390740.656250 Penalty: 4074.240479
	Iteration 33Q: 3 clusters Score -390740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -390740.656250 Penalty: 4074.240479
	Iteration 34F: 3 clusters Score -390740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 2620 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 1073 members 
Entering Unmasked Estep 
Score: -134489888.000000 Penalty: 255510.078125
Splitting cluster 62 changes total score from -134491152.000000 to -134489888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -406619.000000 Penalty: 2012.203979
	Iteration 0F: 2 clusters Score -406619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -403209.531250 Penalty: 4024.407959
	Iteration 0F: 3 clusters Score -403209.5 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -403976.843750 Penalty: 4024.407959
	Iteration 1F: 3 clusters Score -403976.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -404179.781250 Penalty: 4024.407959
	Iteration 2F: 3 clusters Score -404179.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -404305.625000 Penalty: 4024.407959
	Iteration 3Q: 3 clusters Score -404305.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -404411.312500 Penalty: 4024.407959
	Iteration 4Q: 3 clusters Score -404411.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -404497.093750 Penalty: 4024.407959
	Iteration 5Q: 3 clusters Score -404497.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -404568.500000 Penalty: 4024.407959
	Iteration 6Q: 3 clusters Score -404568.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -404647.718750 Penalty: 4024.407959
	Iteration 7Q: 3 clusters Score -404647.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -404740.093750 Penalty: 4024.407959
	Iteration 8Q: 3 clusters Score -404740.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -404835.343750 Penalty: 4024.407959
	Iteration 9Q: 3 clusters Score -404835.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -404911.093750 Penalty: 4024.407959
	Iteration 10Q: 3 clusters Score -404911.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -404974.281250 Penalty: 4024.407959
	Iteration 11Q: 3 clusters Score -404974.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -405014.718750 Penalty: 4024.407959
	Iteration 12Q: 3 clusters Score -405014.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405038.093750 Penalty: 4024.407959
	Iteration 13Q: 3 clusters Score -405038.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -405050.468750 Penalty: 4024.407959
	Iteration 14Q: 3 clusters Score -405050.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -405062.125000 Penalty: 4024.407959
	Iteration 15Q: 3 clusters Score -405062.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405073.156250 Penalty: 4024.407959
	Iteration 16Q: 3 clusters Score -405073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -405085.187500 Penalty: 4024.407959
	Iteration 17Q: 3 clusters Score -405085.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405095.093750 Penalty: 4024.407959
	Iteration 18Q: 3 clusters Score -405095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405100.843750 Penalty: 4024.407959
	Iteration 19Q: 3 clusters Score -405100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405102.812500 Penalty: 4024.407959
	Iteration 20F: 3 clusters Score -405102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -405104.125000 Penalty: 4024.407959
	Iteration 21Q: 3 clusters Score -405104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405106.125000 Penalty: 4024.407959
	Iteration 22Q: 3 clusters Score -405106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -405107.093750 Penalty: 4024.407959
	Iteration 23Q: 3 clusters Score -405107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -405108.375000 Penalty: 4024.407959
	Iteration 24Q: 3 clusters Score -405108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -405109.562500 Penalty: 4024.407959
	Iteration 25Q: 3 clusters Score -405109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -405110.468750 Penalty: 4024.407959
	Iteration 26Q: 3 clusters Score -405110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -405109.781250 Penalty: 4024.407959
	Iteration 27Q: 3 clusters Score -405109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -405111.250000 Penalty: 4024.407959
	Iteration 28Q: 3 clusters Score -405111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -405111.500000 Penalty: 4024.407959
	Iteration 29Q: 3 clusters Score -405111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -405111.812500 Penalty: 4024.407959
	Iteration 30Q: 3 clusters Score -405111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -405113.906250 Penalty: 4024.407959
	Iteration 31Q: 3 clusters Score -405113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405115.906250 Penalty: 4024.407959
	Iteration 32Q: 3 clusters Score -405115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405116.125000 Penalty: 4024.407959
	Iteration 33Q: 3 clusters Score -405116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -405116.906250 Penalty: 4024.407959
	Iteration 34Q: 3 clusters Score -405116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405116.468750 Penalty: 4024.407959
	Iteration 35Q: 3 clusters Score -405116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405116.687500 Penalty: 4024.407959
	Iteration 36Q: 3 clusters Score -405116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -405117.468750 Penalty: 4024.407959
	Iteration 37Q: 3 clusters Score -405117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -405117.468750 Penalty: 4024.407959
	Iteration 38F: 3 clusters Score -405117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177165.921875 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -177165.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177599.781250 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177599.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177710.343750 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177710.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177766.328125 Penalty: 3634.253174
	Iteration 3Q: 3 clusters Score -177766.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177818.921875 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177818.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -177857.000000 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177896.500000 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -177896.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177930.265625 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -177930.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177959.984375 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -177960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177976.609375 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -177976.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -177999.703125 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -177999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178017.140625 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -178017.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178031.968750 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -178032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178043.593750 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -178043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178055.968750 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -178056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178066.875000 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -178066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178075.437500 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -178075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178091.562500 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -178091.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -178109.093750 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -178109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178120.031250 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -178120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -178132.281250 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -178132.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -178143.796875 Penalty: 3634.253174
	Iteration 21Q: 3 clusters Score -178143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -178155.703125 Penalty: 3634.253174
	Iteration 22Q: 3 clusters Score -178155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -178170.359375 Penalty: 3634.253174
	Iteration 23Q: 3 clusters Score -178170.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178181.734375 Penalty: 3634.253174
	Iteration 24Q: 3 clusters Score -178181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -178185.937500 Penalty: 3634.253174
	Iteration 25Q: 3 clusters Score -178185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178190.406250 Penalty: 3634.253174
	Iteration 26Q: 3 clusters Score -178190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178190.609375 Penalty: 3634.253174
	Iteration 27Q: 3 clusters Score -178190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178192.078125 Penalty: 3634.253174
	Iteration 28Q: 3 clusters Score -178192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178193.859375 Penalty: 3634.253174
	Iteration 29Q: 3 clusters Score -178193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178196.484375 Penalty: 3634.253174
	Iteration 30Q: 3 clusters Score -178196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178197.500000 Penalty: 3634.253174
	Iteration 31Q: 3 clusters Score -178197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178197.500000 Penalty: 3634.253174
	Iteration 32F: 3 clusters Score -178197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -424111.968750 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -424112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -421132.531250 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -421132.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -421986.781250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -421986.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -422399.281250 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -422399.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -422715.562500 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -422715.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -422896.781250 Penalty: 3902.084229
	Iteration 4F: 3 clusters Score -422896.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -423033.437500 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -423033.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -423123.218750 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -423123.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -423171.843750 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -423171.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -423197.718750 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -423197.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -423224.750000 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -423224.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -423239.562500 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -423239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -423253.968750 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -423254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -423262.000000 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -423262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -423269.281250 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -423269.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -423275.093750 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -423275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -423278.468750 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -423278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -423281.781250 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -423281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -423284.468750 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -423284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -423285.593750 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -423285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -423286.468750 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -423286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -423286.687500 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -423286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -423287.062500 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -423287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -423287.437500 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -423287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -423287.437500 Penalty: 3902.084229
	Iteration 23F: 3 clusters Score -423287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1419752.000000 Penalty: 2317.050537
	Iteration 0F: 2 clusters Score -1419752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1411172.750000 Penalty: 4634.101074
	Iteration 0F: 3 clusters Score -1411173 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1413708.375000 Penalty: 4634.101074
	Iteration 1F: 3 clusters Score -1413708 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1414042.625000 Penalty: 4634.101074
	Iteration 2F: 3 clusters Score -1414043 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1414309.750000 Penalty: 4634.101074
	Iteration 3F: 3 clusters Score -1414310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1414525.125000 Penalty: 4634.101074
	Iteration 4Q: 3 clusters Score -1414525 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1414743.625000 Penalty: 4634.101074
	Iteration 5Q: 3 clusters Score -1414744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1414966.875000 Penalty: 4634.101074
	Iteration 6Q: 3 clusters Score -1414967 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1415199.750000 Penalty: 4634.101074
	Iteration 7Q: 3 clusters Score -1415200 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1415462.125000 Penalty: 4634.101074
	Iteration 8Q: 3 clusters Score -1415462 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1415733.125000 Penalty: 4634.101074
	Iteration 9Q: 3 clusters Score -1415733 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1416043.250000 Penalty: 4634.101074
	Iteration 10Q: 3 clusters Score -1416043 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1416311.625000 Penalty: 4634.101074
	Iteration 11Q: 3 clusters Score -1416312 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1416553.125000 Penalty: 4634.101074
	Iteration 12Q: 3 clusters Score -1416553 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1416751.750000 Penalty: 4634.101074
	Iteration 13Q: 3 clusters Score -1416752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1416924.500000 Penalty: 4634.101074
	Iteration 14Q: 3 clusters Score -1416924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1417073.250000 Penalty: 4634.101074
	Iteration 15Q: 3 clusters Score -1417073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1417202.875000 Penalty: 4634.101074
	Iteration 16Q: 3 clusters Score -1417203 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1417313.625000 Penalty: 4634.101074
	Iteration 17Q: 3 clusters Score -1417314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1417404.625000 Penalty: 4634.101074
	Iteration 18Q: 3 clusters Score -1417405 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1417469.250000 Penalty: 4634.101074
	Iteration 19Q: 3 clusters Score -1417469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1417522.125000 Penalty: 4634.101074
	Iteration 20F: 3 clusters Score -1417522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1417557.625000 Penalty: 4634.101074
	Iteration 21Q: 3 clusters Score -1417558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1417581.375000 Penalty: 4634.101074
	Iteration 22Q: 3 clusters Score -1417581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1417608.250000 Penalty: 4634.101074
	Iteration 23Q: 3 clusters Score -1417608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1417629.125000 Penalty: 4634.101074
	Iteration 24Q: 3 clusters Score -1417629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1417646.125000 Penalty: 4634.101074
	Iteration 25Q: 3 clusters Score -1417646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1417662.000000 Penalty: 4634.101074
	Iteration 26Q: 3 clusters Score -1417662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1417680.625000 Penalty: 4634.101074
	Iteration 27Q: 3 clusters Score -1417681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1417691.875000 Penalty: 4634.101074
	Iteration 28Q: 3 clusters Score -1417692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1417698.250000 Penalty: 4634.101074
	Iteration 29Q: 3 clusters Score -1417698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1417701.125000 Penalty: 4634.101074
	Iteration 30Q: 3 clusters Score -1417701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1417707.875000 Penalty: 4634.101074
	Iteration 31Q: 3 clusters Score -1417708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1417708.375000 Penalty: 4634.101074
	Iteration 32Q: 3 clusters Score -1417708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1417712.625000 Penalty: 4634.101074
	Iteration 33Q: 3 clusters Score -1417713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1417715.125000 Penalty: 4634.101074
	Iteration 34Q: 3 clusters Score -1417715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1417714.875000 Penalty: 4634.101074
	Iteration 35Q: 3 clusters Score -1417715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1417714.875000 Penalty: 4634.101074
	Iteration 36F: 3 clusters Score -1417715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40581.390625 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40581.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40803.367188 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -40803.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40884.128906 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -40884.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40935.402344 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -40935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40962.386719 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -40962.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40997.085938 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -40997.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41004.214844 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41004.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41006.144531 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41006.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41006.144531 Penalty: 3012.230225
	Iteration 8F: 3 clusters Score -41006.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -209265.968750 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -209266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206859.953125 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -206860 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207256.718750 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -207256.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207367.687500 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -207367.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207425.921875 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -207425.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207458.093750 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -207458.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207479.125000 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -207479.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -207496.875000 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -207496.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -207509.859375 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -207509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207516.859375 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -207516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207520.781250 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -207520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207528.750000 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -207528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207535.156250 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -207535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207539.125000 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -207539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207541.562500 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -207541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207544.859375 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -207544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207547.859375 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -207547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -207548.968750 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -207549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207549.187500 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -207549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207549.187500 Penalty: 3696.679199
	Iteration 18F: 3 clusters Score -207549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -615587.187500 Penalty: 2114.682373
	Iteration 0F: 2 clusters Score -615587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -611150.062500 Penalty: 4229.364746
	Iteration 0F: 3 clusters Score -611150.1 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -612127.125000 Penalty: 4229.364746
	Iteration 1F: 3 clusters Score -612127.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -612320.000000 Penalty: 4229.364746
	Iteration 2F: 3 clusters Score -612320 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -612441.437500 Penalty: 4229.364746
	Iteration 3Q: 3 clusters Score -612441.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -612518.812500 Penalty: 4229.364746
	Iteration 4Q: 3 clusters Score -612518.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -612583.812500 Penalty: 4229.364746
	Iteration 5Q: 3 clusters Score -612583.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -612646.000000 Penalty: 4229.364746
	Iteration 6Q: 3 clusters Score -612646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -612699.500000 Penalty: 4229.364746
	Iteration 7Q: 3 clusters Score -612699.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -612754.000000 Penalty: 4229.364746
	Iteration 8Q: 3 clusters Score -612754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -612808.812500 Penalty: 4229.364746
	Iteration 9Q: 3 clusters Score -612808.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -612853.812500 Penalty: 4229.364746
	Iteration 10Q: 3 clusters Score -612853.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -612894.812500 Penalty: 4229.364746
	Iteration 11Q: 3 clusters Score -612894.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -612934.625000 Penalty: 4229.364746
	Iteration 12Q: 3 clusters Score -612934.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -612966.187500 Penalty: 4229.364746
	Iteration 13Q: 3 clusters Score -612966.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -612993.500000 Penalty: 4229.364746
	Iteration 14Q: 3 clusters Score -612993.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -613029.250000 Penalty: 4229.364746
	Iteration 15Q: 3 clusters Score -613029.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -613057.312500 Penalty: 4229.364746
	Iteration 16Q: 3 clusters Score -613057.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -613078.562500 Penalty: 4229.364746
	Iteration 17Q: 3 clusters Score -613078.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -613095.062500 Penalty: 4229.364746
	Iteration 18Q: 3 clusters Score -613095.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -613109.250000 Penalty: 4229.364746
	Iteration 19Q: 3 clusters Score -613109.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -613121.187500 Penalty: 4229.364746
	Iteration 20F: 3 clusters Score -613121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -613134.875000 Penalty: 4229.364746
	Iteration 21Q: 3 clusters Score -613134.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -613146.500000 Penalty: 4229.364746
	Iteration 22Q: 3 clusters Score -613146.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -613160.000000 Penalty: 4229.364746
	Iteration 23Q: 3 clusters Score -613160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -613175.187500 Penalty: 4229.364746
	Iteration 24Q: 3 clusters Score -613175.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -613195.625000 Penalty: 4229.364746
	Iteration 25Q: 3 clusters Score -613195.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -613210.125000 Penalty: 4229.364746
	Iteration 26Q: 3 clusters Score -613210.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -613220.812500 Penalty: 4229.364746
	Iteration 27Q: 3 clusters Score -613220.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -613228.062500 Penalty: 4229.364746
	Iteration 28Q: 3 clusters Score -613228.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -613235.250000 Penalty: 4229.364746
	Iteration 29Q: 3 clusters Score -613235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -613249.125000 Penalty: 4229.364746
	Iteration 30Q: 3 clusters Score -613249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -613261.062500 Penalty: 4229.364746
	Iteration 31Q: 3 clusters Score -613261.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -613276.062500 Penalty: 4229.364746
	Iteration 32Q: 3 clusters Score -613276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -613285.250000 Penalty: 4229.364746
	Iteration 33Q: 3 clusters Score -613285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -613293.375000 Penalty: 4229.364746
	Iteration 34Q: 3 clusters Score -613293.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -613298.437500 Penalty: 4229.364746
	Iteration 35Q: 3 clusters Score -613298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -613303.875000 Penalty: 4229.364746
	Iteration 36Q: 3 clusters Score -613303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -613311.562500 Penalty: 4229.364746
	Iteration 37Q: 3 clusters Score -613311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -613317.375000 Penalty: 4229.364746
	Iteration 38Q: 3 clusters Score -613317.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -613322.250000 Penalty: 4229.364746
	Iteration 39Q: 3 clusters Score -613322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -613326.250000 Penalty: 4229.364746
	Iteration 40F: 3 clusters Score -613326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -613326.875000 Penalty: 4229.364746
	Iteration 41Q: 3 clusters Score -613326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -613328.875000 Penalty: 4229.364746
	Iteration 42Q: 3 clusters Score -613328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -613332.562500 Penalty: 4229.364746
	Iteration 43Q: 3 clusters Score -613332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -613336.937500 Penalty: 4229.364746
	Iteration 44Q: 3 clusters Score -613336.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -613345.812500 Penalty: 4229.364746
	Iteration 45Q: 3 clusters Score -613345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -613349.312500 Penalty: 4229.364746
	Iteration 46Q: 3 clusters Score -613349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -613352.562500 Penalty: 4229.364746
	Iteration 47Q: 3 clusters Score -613352.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -613356.750000 Penalty: 4229.364746
	Iteration 48Q: 3 clusters Score -613356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -613360.687500 Penalty: 4229.364746
	Iteration 49Q: 3 clusters Score -613360.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -613365.312500 Penalty: 4229.364746
	Iteration 50Q: 3 clusters Score -613365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -613367.625000 Penalty: 4229.364746
	Iteration 51Q: 3 clusters Score -613367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -613372.937500 Penalty: 4229.364746
	Iteration 52Q: 3 clusters Score -613372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -613374.312500 Penalty: 4229.364746
	Iteration 53Q: 3 clusters Score -613374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -613379.125000 Penalty: 4229.364746
	Iteration 54Q: 3 clusters Score -613379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -613381.625000 Penalty: 4229.364746
	Iteration 55Q: 3 clusters Score -613381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -613383.187500 Penalty: 4229.364746
	Iteration 56Q: 3 clusters Score -613383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -613385.562500 Penalty: 4229.364746
	Iteration 57Q: 3 clusters Score -613385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -613387.000000 Penalty: 4229.364746
	Iteration 58Q: 3 clusters Score -613387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -613389.187500 Penalty: 4229.364746
	Iteration 59Q: 3 clusters Score -613389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -613390.437500 Penalty: 4229.364746
	Iteration 60F: 3 clusters Score -613390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -613389.312500 Penalty: 4229.364746
	Iteration 61Q: 3 clusters Score -613389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -613389.312500 Penalty: 4229.364746
	Iteration 62F: 3 clusters Score -613389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -645103.500000 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -645103.5 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 1980 members 
Entering Unmasked Estep 
Score: -641197.500000 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -641197.5 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -642607.437500 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -642607.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -643461.750000 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -643461.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -644137.250000 Penalty: 4118.538574
	Iteration 3F: 3 clusters Score -644137.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -644659.500000 Penalty: 4118.538574
	Iteration 4F: 3 clusters Score -644659.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -645136.687500 Penalty: 4118.538574
	Iteration 5F: 3 clusters Score -645136.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -645445.812500 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -645445.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -645612.687500 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -645612.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -645734.875000 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -645734.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -645846.625000 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -645846.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -645944.125000 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -645944.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -645976.125000 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -645976.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -646001.125000 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -646001.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -646019.812500 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -646019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -646034.125000 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -646034.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -646050.562500 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -646050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -646065.312500 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -646065.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -646073.750000 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -646073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -646077.312500 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -646077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -646078.437500 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -646078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -646080.625000 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -646080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -646086.812500 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -646086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -646099.062500 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -646099.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -646177.437500 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -646177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -646260.062500 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -646260.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -646301.875000 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -646301.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -646319.437500 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -646319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -646328.000000 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -646328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -646329.312500 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -646329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -646331.500000 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -646331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -646332.750000 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -646332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -646336.687500 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -646336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -646344.500000 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -646344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -646356.312500 Penalty: 4118.538574
	Iteration 33Q: 3 clusters Score -646356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -646360.312500 Penalty: 4118.538574
	Iteration 34Q: 3 clusters Score -646360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -646362.125000 Penalty: 4118.538574
	Iteration 35Q: 3 clusters Score -646362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -646364.000000 Penalty: 4118.538574
	Iteration 36Q: 3 clusters Score -646364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -646366.125000 Penalty: 4118.538574
	Iteration 37Q: 3 clusters Score -646366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -646365.625000 Penalty: 4118.538574
	Iteration 38Q: 3 clusters Score -646365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -646368.812500 Penalty: 4118.538574
	Iteration 39Q: 3 clusters Score -646368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -646369.312500 Penalty: 4118.538574
	Iteration 40F: 3 clusters Score -646369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -646369.187500 Penalty: 4118.538574
	Iteration 41Q: 3 clusters Score -646369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -646369.187500 Penalty: 4118.538574
	Iteration 42F: 3 clusters Score -646369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 2261 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Mstep: Class 74 contains 1777 members 
Entering Unmasked Estep 
Score: -134490992.000000 Penalty: 255510.078125
Splitting cluster 70 changes total score from -134491152.000000 to -134490992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -129701.687500 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -129701.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127946.765625 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -127946.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -128289.359375 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -128289.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -128479.359375 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -128479.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128642.429688 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -128642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128737.500000 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -128737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128806.195312 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -128806.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -128860.000000 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -128860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128891.601562 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -128891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128906.882812 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -128906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -128914.367188 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -128914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128920.890625 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -128920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128924.328125 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -128924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -128925.226562 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -128925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -128925.226562 Penalty: 3321.116211
	Iteration 13F: 3 clusters Score -128925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -396696.562500 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -396696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -393320.093750 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -393320.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -393960.000000 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -393960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394172.593750 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -394172.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -394349.031250 Penalty: 4004.871582
	Iteration 3F: 3 clusters Score -394349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -394488.843750 Penalty: 4004.871582
	Iteration 4Q: 3 clusters Score -394488.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -394621.281250 Penalty: 4004.871582
	Iteration 5Q: 3 clusters Score -394621.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -394753.906250 Penalty: 4004.871582
	Iteration 6Q: 3 clusters Score -394753.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -394866.812500 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -394866.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -394994.968750 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -394995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -395095.562500 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -395095.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -395167.562500 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -395167.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -395230.375000 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -395230.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -395292.156250 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -395292.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -395333.125000 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -395333.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -395362.375000 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -395362.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -395384.125000 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -395384.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -395407.156250 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -395407.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -395424.187500 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -395424.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -395434.187500 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -395434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -395449.625000 Penalty: 4004.871582
	Iteration 19Q: 3 clusters Score -395449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -395468.218750 Penalty: 4004.871582
	Iteration 20F: 3 clusters Score -395468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -395490.187500 Penalty: 4004.871582
	Iteration 21Q: 3 clusters Score -395490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -395507.531250 Penalty: 4004.871582
	Iteration 22Q: 3 clusters Score -395507.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -395519.250000 Penalty: 4004.871582
	Iteration 23Q: 3 clusters Score -395519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -395525.375000 Penalty: 4004.871582
	Iteration 24Q: 3 clusters Score -395525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -395533.750000 Penalty: 4004.871582
	Iteration 25Q: 3 clusters Score -395533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -395539.468750 Penalty: 4004.871582
	Iteration 26Q: 3 clusters Score -395539.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -395544.875000 Penalty: 4004.871582
	Iteration 27Q: 3 clusters Score -395544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -395549.250000 Penalty: 4004.871582
	Iteration 28Q: 3 clusters Score -395549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -395555.250000 Penalty: 4004.871582
	Iteration 29Q: 3 clusters Score -395555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -395563.843750 Penalty: 4004.871582
	Iteration 30Q: 3 clusters Score -395563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -395574.812500 Penalty: 4004.871582
	Iteration 31Q: 3 clusters Score -395574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -395586.843750 Penalty: 4004.871582
	Iteration 32Q: 3 clusters Score -395586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -395597.531250 Penalty: 4004.871582
	Iteration 33Q: 3 clusters Score -395597.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -395612.000000 Penalty: 4004.871582
	Iteration 34Q: 3 clusters Score -395612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -395633.218750 Penalty: 4004.871582
	Iteration 35Q: 3 clusters Score -395633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -395648.250000 Penalty: 4004.871582
	Iteration 36Q: 3 clusters Score -395648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -395661.281250 Penalty: 4004.871582
	Iteration 37Q: 3 clusters Score -395661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -395675.656250 Penalty: 4004.871582
	Iteration 38Q: 3 clusters Score -395675.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -395688.656250 Penalty: 4004.871582
	Iteration 39Q: 3 clusters Score -395688.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -395708.000000 Penalty: 4004.871582
	Iteration 40F: 3 clusters Score -395708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -395730.156250 Penalty: 4004.871582
	Iteration 41Q: 3 clusters Score -395730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -395742.375000 Penalty: 4004.871582
	Iteration 42Q: 3 clusters Score -395742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -395749.468750 Penalty: 4004.871582
	Iteration 43Q: 3 clusters Score -395749.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -395757.062500 Penalty: 4004.871582
	Iteration 44Q: 3 clusters Score -395757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -395760.156250 Penalty: 4004.871582
	Iteration 45Q: 3 clusters Score -395760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -395762.281250 Penalty: 4004.871582
	Iteration 46Q: 3 clusters Score -395762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -395763.656250 Penalty: 4004.871582
	Iteration 47Q: 3 clusters Score -395763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -395764.906250 Penalty: 4004.871582
	Iteration 48Q: 3 clusters Score -395764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -395764.906250 Penalty: 4004.871582
	Iteration 49F: 3 clusters Score -395764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78098 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23997 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10139 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239833 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2592 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8498 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3340 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2610 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5049 members 
Mstep: Class 70 contains 4038 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491168.000000 Penalty: 252057.234375
Iteration 279Q: 74 clusters Score -1.344912e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 36035 members 
Mstep: Class 8 contains 47829 members 
Mstep: Class 9 contains 29980 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78097 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135507 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18445 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7489 members 
Mstep: Class 29 contains 17572 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23995 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4263 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18856 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239832 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8513 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2631 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4054 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491168.000000 Penalty: 252057.234375
Iteration 280F: 74 clusters Score -1.344912e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 34312 members 
Mstep: Class 7 contains 36034 members 
Mstep: Class 8 contains 47830 members 
Mstep: Class 9 contains 30031 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78087 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135510 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18450 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7489 members 
Mstep: Class 29 contains 17514 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23986 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10346 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 725 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8901 members 
Mstep: Class 44 contains 18849 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10135 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239837 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2591 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8530 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2633 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5046 members 
Mstep: Class 70 contains 4016 members 
Mstep: Class 71 contains 809 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491200.000000 Penalty: 252057.234375
Iteration 281Q: 74 clusters Score -1.344912e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42626 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 7 contains 36032 members 
Mstep: Class 8 contains 47833 members 
Mstep: Class 9 contains 30073 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78078 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135513 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18458 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7490 members 
Mstep: Class 29 contains 17459 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23980 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18840 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10135 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239841 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2588 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8545 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12230 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2636 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 3984 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491328.000000 Penalty: 252057.234375
Iteration 282Q: 74 clusters Score -1.344913e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42623 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 36031 members 
Mstep: Class 8 contains 47833 members 
Mstep: Class 9 contains 30116 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 78060 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135514 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18463 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3125 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7493 members 
Mstep: Class 29 contains 17421 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23983 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18832 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239843 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2585 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8562 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2641 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5044 members 
Mstep: Class 70 contains 3959 members 
Mstep: Class 71 contains 811 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491440.000000 Penalty: 252057.234375
Iteration 283Q: 74 clusters Score -1.344914e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42623 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 47834 members 
Mstep: Class 9 contains 30150 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78054 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135517 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18469 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3123 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7495 members 
Mstep: Class 29 contains 17382 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 23985 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66668 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18819 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10136 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7362 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239844 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2587 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8577 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2643 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5043 members 
Mstep: Class 70 contains 3939 members 
Mstep: Class 71 contains 812 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491456.000000 Penalty: 252057.234375
Iteration 284Q: 74 clusters Score -1.344915e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35683 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 47841 members 
Mstep: Class 9 contains 30179 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11166 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78032 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135508 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18475 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7498 members 
Mstep: Class 29 contains 17351 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24003 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66667 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18805 members 
Mstep: Class 45 contains 11048 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10135 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239847 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2584 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8594 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2646 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 3926 members 
Mstep: Class 71 contains 815 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491424.000000 Penalty: 252057.234375
Iteration 285Q: 74 clusters Score -1.344914e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 47841 members 
Mstep: Class 9 contains 30213 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11166 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78031 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135502 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18485 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7502 members 
Mstep: Class 29 contains 17305 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24009 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66665 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18790 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3295 members 
Mstep: Class 53 contains 239847 members 
Mstep: Class 54 contains 8623 members 
Mstep: Class 55 contains 2584 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8608 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2649 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 3903 members 
Mstep: Class 71 contains 817 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491344.000000 Penalty: 252057.234375
Iteration 286Q: 74 clusters Score -1.344913e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 36027 members 
Mstep: Class 8 contains 47840 members 
Mstep: Class 9 contains 30247 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11168 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 78027 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135493 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 17265 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24020 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 725 members 
Mstep: Class 42 contains 66663 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18777 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3294 members 
Mstep: Class 53 contains 239851 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2584 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8622 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12231 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3341 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2650 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5045 members 
Mstep: Class 70 contains 3887 members 
Mstep: Class 71 contains 818 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491360.000000 Penalty: 252057.234375
Iteration 287Q: 74 clusters Score -1.344914e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34314 members 
Mstep: Class 7 contains 36026 members 
Mstep: Class 8 contains 47840 members 
Mstep: Class 9 contains 30294 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 78022 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135486 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 17224 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24019 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66661 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18768 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10140 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3293 members 
Mstep: Class 53 contains 239854 members 
Mstep: Class 54 contains 8624 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8633 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3693 members 
Mstep: Class 63 contains 3342 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2652 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 3864 members 
Mstep: Class 71 contains 819 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491376.000000 Penalty: 252057.234375
Iteration 288Q: 74 clusters Score -1.344914e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34317 members 
Mstep: Class 7 contains 36026 members 
Mstep: Class 8 contains 47840 members 
Mstep: Class 9 contains 30336 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 78011 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135481 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18490 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 17179 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24027 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18750 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10147 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3291 members 
Mstep: Class 53 contains 239860 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2583 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8642 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3344 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2652 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5040 members 
Mstep: Class 70 contains 3850 members 
Mstep: Class 71 contains 821 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491216.000000 Penalty: 252057.234375
Iteration 289Q: 74 clusters Score -1.344912e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34318 members 
Mstep: Class 7 contains 36025 members 
Mstep: Class 8 contains 47843 members 
Mstep: Class 9 contains 30381 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77993 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135472 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18491 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 17143 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24041 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18731 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3289 members 
Mstep: Class 53 contains 239861 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2585 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8650 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3346 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2655 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 3843 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491168.000000 Penalty: 252057.234375
Iteration 290Q: 74 clusters Score -1.344912e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34318 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 47845 members 
Mstep: Class 9 contains 30425 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77968 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135476 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18492 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 17106 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24055 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18717 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10148 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3288 members 
Mstep: Class 53 contains 239863 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2585 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8659 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3348 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2658 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5042 members 
Mstep: Class 70 contains 3834 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491152.000000 Penalty: 252057.234375
Iteration 291Q: 74 clusters Score -1.344912e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42620 members 
Mstep: Class 6 contains 34315 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 47847 members 
Mstep: Class 9 contains 30461 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77946 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135474 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18496 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 17075 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24074 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18705 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10149 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3287 members 
Mstep: Class 53 contains 239864 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8669 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3349 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2659 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3827 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491136.000000 Penalty: 252057.234375
Iteration 292Q: 74 clusters Score -1.344911e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42619 members 
Mstep: Class 6 contains 34315 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 47854 members 
Mstep: Class 9 contains 30506 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77937 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135468 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18495 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 17041 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24082 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18688 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3285 members 
Mstep: Class 53 contains 239866 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2589 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8677 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3351 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2661 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3816 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491264.000000 Penalty: 252057.234375
Iteration 293Q: 74 clusters Score -1.344913e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42616 members 
Mstep: Class 6 contains 34313 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 47855 members 
Mstep: Class 9 contains 30549 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77927 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135468 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18496 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 17014 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24083 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18666 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239869 members 
Mstep: Class 54 contains 8625 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8687 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2662 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3803 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491120.000000 Penalty: 252057.234375
Iteration 294Q: 74 clusters Score -1.344911e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34312 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 47853 members 
Mstep: Class 9 contains 30587 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11179 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77918 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135469 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18497 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16986 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24087 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1793 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18647 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10150 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239869 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8702 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2664 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3787 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491216.000000 Penalty: 252057.234375
Iteration 295Q: 74 clusters Score -1.344912e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 34314 members 
Mstep: Class 7 contains 36019 members 
Mstep: Class 8 contains 47851 members 
Mstep: Class 9 contains 30622 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11181 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77912 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135468 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18496 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7508 members 
Mstep: Class 29 contains 16950 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1793 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18632 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10155 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239868 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8715 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2665 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5040 members 
Mstep: Class 70 contains 3773 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491312.000000 Penalty: 252057.234375
Iteration 296Q: 74 clusters Score -1.344913e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35679 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34313 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47852 members 
Mstep: Class 9 contains 30654 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11179 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77912 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135467 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18500 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16925 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24095 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1794 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18616 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10154 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239867 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2583 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8727 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2665 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3759 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491328.000000 Penalty: 252057.234375
Iteration 297Q: 74 clusters Score -1.344913e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34314 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47855 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77902 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135465 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18505 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16899 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24103 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10351 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18603 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239865 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8739 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2666 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3750 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491136.000000 Penalty: 252057.234375
Iteration 298Q: 74 clusters Score -1.344911e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47855 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77897 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135463 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18510 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16886 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24102 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10352 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 18590 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10148 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239868 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2583 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8750 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2667 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5035 members 
Mstep: Class 70 contains 3743 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491200.000000 Penalty: 252057.234375
Iteration 299Q: 74 clusters Score -1.344912e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47854 members 
Mstep: Class 9 contains 30733 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 77888 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135465 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16869 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24109 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66660 members 
Mstep: Class 43 contains 8899 members 
Mstep: Class 44 contains 18571 members 
Mstep: Class 45 contains 11050 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10148 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239870 members 
Mstep: Class 54 contains 8627 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 5738 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8761 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1725 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3738 members 
Mstep: Class 71 contains 822 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491152.000000 Penalty: 252057.234375
Iteration 300F: 74 clusters Score -1.344912e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35680 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47855 members 
Mstep: Class 9 contains 30757 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77878 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135463 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16857 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24117 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8899 members 
Mstep: Class 44 contains 18555 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10152 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239869 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8771 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3733 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490896.000000 Penalty: 252057.234375
Iteration 301Q: 74 clusters Score -1.344909e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 34302 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 47860 members 
Mstep: Class 9 contains 30777 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77875 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135464 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18517 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16842 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8898 members 
Mstep: Class 44 contains 18534 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10155 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239868 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2581 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8779 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3729 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490736.000000 Penalty: 252057.234375
Iteration 302Q: 74 clusters Score -1.344907e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 36016 members 
Mstep: Class 8 contains 47862 members 
Mstep: Class 9 contains 30795 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77867 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135463 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18521 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16825 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24125 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8896 members 
Mstep: Class 44 contains 18517 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10158 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239870 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2581 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8790 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3726 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490896.000000 Penalty: 252057.234375
Iteration 303Q: 74 clusters Score -1.344909e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34302 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 47863 members 
Mstep: Class 9 contains 30813 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77856 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135463 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18532 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16811 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24131 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18494 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10163 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239872 members 
Mstep: Class 54 contains 8626 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8800 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2670 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3723 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490800.000000 Penalty: 252057.234375
Iteration 304Q: 74 clusters Score -1.344908e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34300 members 
Mstep: Class 7 contains 36010 members 
Mstep: Class 8 contains 47865 members 
Mstep: Class 9 contains 30832 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77852 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135463 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18541 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16781 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24142 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 729 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18475 members 
Mstep: Class 45 contains 11049 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239874 members 
Mstep: Class 54 contains 8627 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8807 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2673 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3722 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490816.000000 Penalty: 252057.234375
Iteration 305Q: 74 clusters Score -1.344908e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42603 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 36008 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 30861 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11172 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 77842 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135465 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3118 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7508 members 
Mstep: Class 29 contains 16752 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24145 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12157 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 728 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18461 members 
Mstep: Class 45 contains 11051 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10163 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8817 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2675 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3719 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490800.000000 Penalty: 252057.234375
Iteration 306Q: 74 clusters Score -1.344908e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42603 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 36004 members 
Mstep: Class 8 contains 47869 members 
Mstep: Class 9 contains 30888 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77838 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135465 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18553 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16725 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24154 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 12156 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18441 members 
Mstep: Class 45 contains 11052 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8826 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2675 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3719 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490832.000000 Penalty: 252057.234375
Iteration 307Q: 74 clusters Score -1.344908e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 36002 members 
Mstep: Class 8 contains 47872 members 
Mstep: Class 9 contains 30907 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11174 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77830 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135460 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18555 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 16706 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24158 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 12155 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18431 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239882 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2581 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8835 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2675 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3713 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490832.000000 Penalty: 252057.234375
Iteration 308Q: 74 clusters Score -1.344908e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 34304 members 
Mstep: Class 7 contains 36001 members 
Mstep: Class 8 contains 47873 members 
Mstep: Class 9 contains 30927 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11177 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77828 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135457 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18554 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14185 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16679 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24161 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 12155 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66657 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18424 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10163 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239885 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8845 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2676 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3711 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490928.000000 Penalty: 252057.234375
Iteration 309Q: 74 clusters Score -1.344909e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35686 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36001 members 
Mstep: Class 8 contains 47875 members 
Mstep: Class 9 contains 30938 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11181 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77830 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135457 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18554 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16657 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24162 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18420 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10161 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239884 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2581 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8852 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2677 members 
Mstep: Class 66 contains 11418 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3708 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490752.000000 Penalty: 252057.234375
Iteration 310Q: 74 clusters Score -1.344908e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35686 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 36001 members 
Mstep: Class 8 contains 47876 members 
Mstep: Class 9 contains 30957 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11182 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77832 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135459 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16628 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24164 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66657 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18411 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239883 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2580 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8857 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3707 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 252057.234375
Iteration 311Q: 74 clusters Score -1.344908e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35686 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 36001 members 
Mstep: Class 8 contains 47876 members 
Mstep: Class 9 contains 30976 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77830 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135457 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18557 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16607 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24165 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18405 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239882 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8862 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3707 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490704.000000 Penalty: 252057.234375
Iteration 312Q: 74 clusters Score -1.344907e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35686 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 47878 members 
Mstep: Class 9 contains 30988 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11188 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77832 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135456 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18560 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16594 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24166 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18402 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10167 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239879 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8864 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5039 members 
Mstep: Class 70 contains 3708 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490848.000000 Penalty: 252057.234375
Iteration 313Q: 74 clusters Score -1.344908e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 47880 members 
Mstep: Class 9 contains 31002 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77826 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135457 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18560 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 16585 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24163 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8895 members 
Mstep: Class 44 contains 18401 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239877 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8867 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3709 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 252057.234375
Iteration 314Q: 74 clusters Score -1.344908e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42608 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 31012 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77822 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135457 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7508 members 
Mstep: Class 29 contains 16579 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24157 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18400 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8871 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3708 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 252057.234375
Iteration 315Q: 74 clusters Score -1.344907e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 31021 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11192 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77815 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135454 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16575 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24163 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18398 members 
Mstep: Class 45 contains 11057 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8870 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2680 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3707 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490656.000000 Penalty: 252057.234375
Iteration 316Q: 74 clusters Score -1.344907e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 31029 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11193 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77808 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18560 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16567 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24168 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239877 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3706 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 252057.234375
Iteration 317Q: 74 clusters Score -1.344907e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35685 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34305 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 31039 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11196 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 77798 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135452 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16554 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24176 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11055 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3705 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490864.000000 Penalty: 252057.234375
Iteration 318Q: 74 clusters Score -1.344909e+08 nChanged 41
Entering ConstructFrom: 
Score: -134490864.000000 Penalty: 252057.234375
Entering ConstructFrom: 
Trying to split cluster 1 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1343350.500000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1343350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1335086.000000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1335086 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1337542.625000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1337543 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1337954.125000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1337954 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1338355.875000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1338356 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1338768.125000 Penalty: 4617.268066
	Iteration 4F: 3 clusters Score -1338768 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1339199.000000 Penalty: 4617.268066
	Iteration 5F: 3 clusters Score -1339199 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1339650.250000 Penalty: 4617.268066
	Iteration 6F: 3 clusters Score -1339650 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1340115.500000 Penalty: 4617.268066
	Iteration 7F: 3 clusters Score -1340116 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1340485.500000 Penalty: 4617.268066
	Iteration 8F: 3 clusters Score -1340486 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1340732.375000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1340732 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1340902.000000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1340902 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1341018.375000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1341018 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1341098.750000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1341099 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1341155.875000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1341156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1341196.125000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1341196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1341221.625000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1341222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1341247.000000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1341247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1341268.250000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1341268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1341285.500000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1341286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1341299.750000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1341300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1341312.750000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1341313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1341323.125000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1341323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1341328.125000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1341328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1341335.875000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1341336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1341340.625000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1341341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1341343.375000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1341343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1341345.500000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1341346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1341349.500000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1341350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1341349.625000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1341350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1341350.750000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1341351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1341353.250000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1341353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1341357.500000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1341358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1341357.750000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1341358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1341361.500000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1341362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1341363.625000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1341364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1341367.875000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1341368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1341367.000000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1341367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1341369.875000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1341370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1341369.750000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1341370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1341376.875000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1341377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1341383.875000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1341384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1341384.875000 Penalty: 4617.268066
	Iteration 41Q: 3 clusters Score -1341385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1341385.750000 Penalty: 4617.268066
	Iteration 42Q: 3 clusters Score -1341386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1341387.125000 Penalty: 4617.268066
	Iteration 43Q: 3 clusters Score -1341387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1341390.625000 Penalty: 4617.268066
	Iteration 44Q: 3 clusters Score -1341391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1341392.125000 Penalty: 4617.268066
	Iteration 45Q: 3 clusters Score -1341392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1341390.750000 Penalty: 4617.268066
	Iteration 46Q: 3 clusters Score -1341391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1341390.500000 Penalty: 4617.268066
	Iteration 47Q: 3 clusters Score -1341390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1341394.250000 Penalty: 4617.268066
	Iteration 48Q: 3 clusters Score -1341394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1341397.125000 Penalty: 4617.268066
	Iteration 49Q: 3 clusters Score -1341397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1341396.750000 Penalty: 4617.268066
	Iteration 50Q: 3 clusters Score -1341397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1341398.250000 Penalty: 4617.268066
	Iteration 51Q: 3 clusters Score -1341398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1341398.250000 Penalty: 4617.268066
	Iteration 52Q: 3 clusters Score -1341398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1341400.875000 Penalty: 4617.268066
	Iteration 53Q: 3 clusters Score -1341401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1341403.125000 Penalty: 4617.268066
	Iteration 54Q: 3 clusters Score -1341403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1341405.375000 Penalty: 4617.268066
	Iteration 55Q: 3 clusters Score -1341405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1341407.000000 Penalty: 4617.268066
	Iteration 56Q: 3 clusters Score -1341407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1341407.500000 Penalty: 4617.268066
	Iteration 57Q: 3 clusters Score -1341408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1341411.000000 Penalty: 4617.268066
	Iteration 58Q: 3 clusters Score -1341411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1341410.500000 Penalty: 4617.268066
	Iteration 59Q: 3 clusters Score -1341410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1341410.500000 Penalty: 4617.268066
	Iteration 60F: 3 clusters Score -1341410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Entering Unmasked Estep 
Score: -4516113.500000 Penalty: 2599.649658
	Iteration 0F: 2 clusters Score -4516114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4491754.500000 Penalty: 5199.299316
	Iteration 0F: 3 clusters Score -4491754 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4500842.000000 Penalty: 5199.299316
	Iteration 1F: 3 clusters Score -4500842 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4501416.500000 Penalty: 5199.299316
	Iteration 2Q: 3 clusters Score -4501416 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4502085.000000 Penalty: 5199.299316
	Iteration 3Q: 3 clusters Score -4502085 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4502970.500000 Penalty: 5199.299316
	Iteration 4F: 3 clusters Score -4502970 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4504186.000000 Penalty: 5199.299316
	Iteration 5F: 3 clusters Score -4504186 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4505620.500000 Penalty: 5199.299316
	Iteration 6F: 3 clusters Score -4505620 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -4507316.500000 Penalty: 5199.299316
	Iteration 7F: 3 clusters Score -4507316 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4508971.000000 Penalty: 5199.299316
	Iteration 8F: 3 clusters Score -4508971 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4510393.500000 Penalty: 5199.299316
	Iteration 9Q: 3 clusters Score -4510394 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4511388.000000 Penalty: 5199.299316
	Iteration 10Q: 3 clusters Score -4511388 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4511930.500000 Penalty: 5199.299316
	Iteration 11Q: 3 clusters Score -4511930 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4512223.000000 Penalty: 5199.299316
	Iteration 12Q: 3 clusters Score -4512223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4512390.500000 Penalty: 5199.299316
	Iteration 13Q: 3 clusters Score -4512390 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4512567.000000 Penalty: 5199.299316
	Iteration 14Q: 3 clusters Score -4512567 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4512675.500000 Penalty: 5199.299316
	Iteration 15Q: 3 clusters Score -4512676 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4512765.000000 Penalty: 5199.299316
	Iteration 16Q: 3 clusters Score -4512765 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4512860.500000 Penalty: 5199.299316
	Iteration 17Q: 3 clusters Score -4512860 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4512943.000000 Penalty: 5199.299316
	Iteration 18Q: 3 clusters Score -4512943 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4513015.000000 Penalty: 5199.299316
	Iteration 19Q: 3 clusters Score -4513015 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4513088.500000 Penalty: 5199.299316
	Iteration 20F: 3 clusters Score -4513088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4513152.000000 Penalty: 5199.299316
	Iteration 21Q: 3 clusters Score -4513152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4513202.500000 Penalty: 5199.299316
	Iteration 22Q: 3 clusters Score -4513202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4513236.000000 Penalty: 5199.299316
	Iteration 23Q: 3 clusters Score -4513236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -4513270.500000 Penalty: 5199.299316
	Iteration 24Q: 3 clusters Score -4513270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4513283.500000 Penalty: 5199.299316
	Iteration 25Q: 3 clusters Score -4513284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4513302.000000 Penalty: 5199.299316
	Iteration 26Q: 3 clusters Score -4513302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4513347.000000 Penalty: 5199.299316
	Iteration 27Q: 3 clusters Score -4513347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4513364.000000 Penalty: 5199.299316
	Iteration 28Q: 3 clusters Score -4513364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4513392.500000 Penalty: 5199.299316
	Iteration 29Q: 3 clusters Score -4513392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4513421.500000 Penalty: 5199.299316
	Iteration 30Q: 3 clusters Score -4513422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4513455.500000 Penalty: 5199.299316
	Iteration 31Q: 3 clusters Score -4513456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4513482.000000 Penalty: 5199.299316
	Iteration 32Q: 3 clusters Score -4513482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4513508.500000 Penalty: 5199.299316
	Iteration 33Q: 3 clusters Score -4513508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4513530.500000 Penalty: 5199.299316
	Iteration 34Q: 3 clusters Score -4513530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4513541.000000 Penalty: 5199.299316
	Iteration 35Q: 3 clusters Score -4513541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4513547.000000 Penalty: 5199.299316
	Iteration 36Q: 3 clusters Score -4513547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4513554.000000 Penalty: 5199.299316
	Iteration 37Q: 3 clusters Score -4513554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4513558.500000 Penalty: 5199.299316
	Iteration 38Q: 3 clusters Score -4513558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4513577.000000 Penalty: 5199.299316
	Iteration 39Q: 3 clusters Score -4513577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4513571.000000 Penalty: 5199.299316
	Iteration 40F: 3 clusters Score -4513571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4513582.500000 Penalty: 5199.299316
	Iteration 41Q: 3 clusters Score -4513582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4513597.500000 Penalty: 5199.299316
	Iteration 42Q: 3 clusters Score -4513598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4513613.000000 Penalty: 5199.299316
	Iteration 43Q: 3 clusters Score -4513613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4513615.500000 Penalty: 5199.299316
	Iteration 44Q: 3 clusters Score -4513616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4513625.500000 Penalty: 5199.299316
	Iteration 45Q: 3 clusters Score -4513626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4513639.500000 Penalty: 5199.299316
	Iteration 46Q: 3 clusters Score -4513640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4513645.500000 Penalty: 5199.299316
	Iteration 47Q: 3 clusters Score -4513646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4513652.000000 Penalty: 5199.299316
	Iteration 48Q: 3 clusters Score -4513652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4513651.500000 Penalty: 5199.299316
	Iteration 49Q: 3 clusters Score -4513652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4513656.000000 Penalty: 5199.299316
	Iteration 50Q: 3 clusters Score -4513656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4513662.000000 Penalty: 5199.299316
	Iteration 51Q: 3 clusters Score -4513662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4513664.500000 Penalty: 5199.299316
	Iteration 52Q: 3 clusters Score -4513664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4513663.000000 Penalty: 5199.299316
	Iteration 53Q: 3 clusters Score -4513663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4513664.500000 Penalty: 5199.299316
	Iteration 54Q: 3 clusters Score -4513664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4513668.000000 Penalty: 5199.299316
	Iteration 55Q: 3 clusters Score -4513668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4513676.500000 Penalty: 5199.299316
	Iteration 56Q: 3 clusters Score -4513676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4513681.500000 Penalty: 5199.299316
	Iteration 57Q: 3 clusters Score -4513682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4513682.000000 Penalty: 5199.299316
	Iteration 58Q: 3 clusters Score -4513682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4513682.500000 Penalty: 5199.299316
	Iteration 59Q: 3 clusters Score -4513682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4513682.500000 Penalty: 5199.299316
	Iteration 60F: 3 clusters Score -4513682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4513679.500000 Penalty: 5199.299316
	Iteration 61Q: 3 clusters Score -4513680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4513681.500000 Penalty: 5199.299316
	Iteration 62Q: 3 clusters Score -4513682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4513681.000000 Penalty: 5199.299316
	Iteration 63Q: 3 clusters Score -4513681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4513688.000000 Penalty: 5199.299316
	Iteration 64Q: 3 clusters Score -4513688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4513687.500000 Penalty: 5199.299316
	Iteration 65Q: 3 clusters Score -4513688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4513695.500000 Penalty: 5199.299316
	Iteration 66Q: 3 clusters Score -4513696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4513687.500000 Penalty: 5199.299316
	Iteration 67Q: 3 clusters Score -4513688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4513695.500000 Penalty: 5199.299316
	Iteration 68Q: 3 clusters Score -4513696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4513696.500000 Penalty: 5199.299316
	Iteration 69Q: 3 clusters Score -4513696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4513694.500000 Penalty: 5199.299316
	Iteration 70Q: 3 clusters Score -4513694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4513698.000000 Penalty: 5199.299316
	Iteration 71Q: 3 clusters Score -4513698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4513696.500000 Penalty: 5199.299316
	Iteration 72Q: 3 clusters Score -4513696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4513698.500000 Penalty: 5199.299316
	Iteration 73Q: 3 clusters Score -4513698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4513699.000000 Penalty: 5199.299316
	Iteration 74Q: 3 clusters Score -4513699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4513702.500000 Penalty: 5199.299316
	Iteration 75Q: 3 clusters Score -4513702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4513703.500000 Penalty: 5199.299316
	Iteration 76Q: 3 clusters Score -4513704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4513704.000000 Penalty: 5199.299316
	Iteration 77Q: 3 clusters Score -4513704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4513709.000000 Penalty: 5199.299316
	Iteration 78Q: 3 clusters Score -4513709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4513713.500000 Penalty: 5199.299316
	Iteration 79Q: 3 clusters Score -4513714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4513711.500000 Penalty: 5199.299316
	Iteration 80F: 3 clusters Score -4513712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4513709.000000 Penalty: 5199.299316
	Iteration 81Q: 3 clusters Score -4513709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4513710.500000 Penalty: 5199.299316
	Iteration 82Q: 3 clusters Score -4513710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4513713.500000 Penalty: 5199.299316
	Iteration 83Q: 3 clusters Score -4513714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4513719.500000 Penalty: 5199.299316
	Iteration 84Q: 3 clusters Score -4513720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4513723.500000 Penalty: 5199.299316
	Iteration 85Q: 3 clusters Score -4513724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4513728.000000 Penalty: 5199.299316
	Iteration 86Q: 3 clusters Score -4513728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -4513734.000000 Penalty: 5199.299316
	Iteration 87Q: 3 clusters Score -4513734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4513734.500000 Penalty: 5199.299316
	Iteration 88Q: 3 clusters Score -4513734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4513731.000000 Penalty: 5199.299316
	Iteration 89Q: 3 clusters Score -4513731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4513733.000000 Penalty: 5199.299316
	Iteration 90Q: 3 clusters Score -4513733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4513735.000000 Penalty: 5199.299316
	Iteration 91Q: 3 clusters Score -4513735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4513736.000000 Penalty: 5199.299316
	Iteration 92Q: 3 clusters Score -4513736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4513751.500000 Penalty: 5199.299316
	Iteration 93Q: 3 clusters Score -4513752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4513756.000000 Penalty: 5199.299316
	Iteration 94Q: 3 clusters Score -4513756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4513765.000000 Penalty: 5199.299316
	Iteration 95Q: 3 clusters Score -4513765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4513761.000000 Penalty: 5199.299316
	Iteration 96Q: 3 clusters Score -4513761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4513766.000000 Penalty: 5199.299316
	Iteration 97Q: 3 clusters Score -4513766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4513764.000000 Penalty: 5199.299316
	Iteration 98Q: 3 clusters Score -4513764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4513769.000000 Penalty: 5199.299316
	Iteration 99Q: 3 clusters Score -4513769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4513769.500000 Penalty: 5199.299316
	Iteration 100F: 3 clusters Score -4513770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4513774.000000 Penalty: 5199.299316
	Iteration 101Q: 3 clusters Score -4513774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4513770.000000 Penalty: 5199.299316
	Iteration 102Q: 3 clusters Score -4513770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4513775.500000 Penalty: 5199.299316
	Iteration 103Q: 3 clusters Score -4513776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4513771.000000 Penalty: 5199.299316
	Iteration 104Q: 3 clusters Score -4513771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4513771.500000 Penalty: 5199.299316
	Iteration 105Q: 3 clusters Score -4513772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4513785.500000 Penalty: 5199.299316
	Iteration 106Q: 3 clusters Score -4513786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4513788.000000 Penalty: 5199.299316
	Iteration 107Q: 3 clusters Score -4513788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4513800.000000 Penalty: 5199.299316
	Iteration 108Q: 3 clusters Score -4513800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4513812.500000 Penalty: 5199.299316
	Iteration 109Q: 3 clusters Score -4513812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4513819.500000 Penalty: 5199.299316
	Iteration 110Q: 3 clusters Score -4513820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4513833.000000 Penalty: 5199.299316
	Iteration 111Q: 3 clusters Score -4513833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4513839.500000 Penalty: 5199.299316
	Iteration 112Q: 3 clusters Score -4513840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4513844.500000 Penalty: 5199.299316
	Iteration 113Q: 3 clusters Score -4513844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4513856.500000 Penalty: 5199.299316
	Iteration 114Q: 3 clusters Score -4513856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4513860.500000 Penalty: 5199.299316
	Iteration 115Q: 3 clusters Score -4513860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4513873.500000 Penalty: 5199.299316
	Iteration 116Q: 3 clusters Score -4513874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4513878.500000 Penalty: 5199.299316
	Iteration 117Q: 3 clusters Score -4513878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4513872.000000 Penalty: 5199.299316
	Iteration 118Q: 3 clusters Score -4513872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4513876.000000 Penalty: 5199.299316
	Iteration 119Q: 3 clusters Score -4513876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4513892.500000 Penalty: 5199.299316
	Iteration 120F: 3 clusters Score -4513892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4513896.500000 Penalty: 5199.299316
	Iteration 121Q: 3 clusters Score -4513896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4513904.000000 Penalty: 5199.299316
	Iteration 122Q: 3 clusters Score -4513904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4513902.000000 Penalty: 5199.299316
	Iteration 123Q: 3 clusters Score -4513902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4513910.000000 Penalty: 5199.299316
	Iteration 124Q: 3 clusters Score -4513910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4513926.500000 Penalty: 5199.299316
	Iteration 125Q: 3 clusters Score -4513926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4513930.000000 Penalty: 5199.299316
	Iteration 126Q: 3 clusters Score -4513930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4513929.000000 Penalty: 5199.299316
	Iteration 127Q: 3 clusters Score -4513929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4513928.500000 Penalty: 5199.299316
	Iteration 128Q: 3 clusters Score -4513928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4513928.500000 Penalty: 5199.299316
	Iteration 129Q: 3 clusters Score -4513928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4513931.000000 Penalty: 5199.299316
	Iteration 130Q: 3 clusters Score -4513931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4513936.500000 Penalty: 5199.299316
	Iteration 131Q: 3 clusters Score -4513936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4513936.000000 Penalty: 5199.299316
	Iteration 132Q: 3 clusters Score -4513936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4513936.000000 Penalty: 5199.299316
	Iteration 133F: 3 clusters Score -4513936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -592759.875000 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -592759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -588358.625000 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -588358.6 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -589461.625000 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -589461.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -589739.937500 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -589739.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -589948.875000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -589948.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -590141.562500 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -590141.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -590300.875000 Penalty: 4208.703613
	Iteration 5Q: 3 clusters Score -590300.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -590437.625000 Penalty: 4208.703613
	Iteration 6Q: 3 clusters Score -590437.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -590568.000000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -590568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -590677.750000 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -590677.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -590767.562500 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -590767.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -590835.062500 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -590835.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -590891.812500 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -590891.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -590926.937500 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -590926.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -590959.875000 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -590959.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -590996.000000 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -590996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -591017.937500 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -591017.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -591033.500000 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -591033.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -591042.250000 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -591042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -591048.437500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -591048.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -591051.750000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -591051.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -591055.312500 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -591055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -591057.187500 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -591057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -591060.875000 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -591060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -591063.312500 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -591063.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -591064.437500 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -591064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -591066.000000 Penalty: 4208.703613
	Iteration 25Q: 3 clusters Score -591066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -591068.125000 Penalty: 4208.703613
	Iteration 26Q: 3 clusters Score -591068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -591070.062500 Penalty: 4208.703613
	Iteration 27Q: 3 clusters Score -591070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -591069.562500 Penalty: 4208.703613
	Iteration 28Q: 3 clusters Score -591069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -591071.625000 Penalty: 4208.703613
	Iteration 29Q: 3 clusters Score -591071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -591070.687500 Penalty: 4208.703613
	Iteration 30Q: 3 clusters Score -591070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -591070.875000 Penalty: 4208.703613
	Iteration 31Q: 3 clusters Score -591070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -591071.000000 Penalty: 4208.703613
	Iteration 32Q: 3 clusters Score -591071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -591071.000000 Penalty: 4208.703613
	Iteration 33F: 3 clusters Score -591071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -60373.683594 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -60373.68 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 169 members 
Entering Unmasked Estep 
Score: -59057.660156 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -59057.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59180.695312 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -59180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59206.722656 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -59206.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59218.683594 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -59218.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59218.683594 Penalty: 2901.265137
	Iteration 4F: 3 clusters Score -59218.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Entering Unmasked Estep 
Score: -5347095.500000 Penalty: 2643.635498
	Iteration 0F: 2 clusters Score -5347096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5318160.000000 Penalty: 5287.270996
	Iteration 0F: 3 clusters Score -5318160 nChanged 19663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5328968.000000 Penalty: 5287.270996
	Iteration 1F: 3 clusters Score -5328968 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5329598.500000 Penalty: 5287.270996
	Iteration 2Q: 3 clusters Score -5329598 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5330287.500000 Penalty: 5287.270996
	Iteration 3Q: 3 clusters Score -5330288 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5331094.000000 Penalty: 5287.270996
	Iteration 4Q: 3 clusters Score -5331094 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5332231.500000 Penalty: 5287.270996
	Iteration 5F: 3 clusters Score -5332232 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5333783.500000 Penalty: 5287.270996
	Iteration 6F: 3 clusters Score -5333784 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -5335921.000000 Penalty: 5287.270996
	Iteration 7F: 3 clusters Score -5335921 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5338562.500000 Penalty: 5287.270996
	Iteration 8F: 3 clusters Score -5338562 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5341137.000000 Penalty: 5287.270996
	Iteration 9F: 3 clusters Score -5341137 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5343056.000000 Penalty: 5287.270996
	Iteration 10Q: 3 clusters Score -5343056 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5344012.500000 Penalty: 5287.270996
	Iteration 11Q: 3 clusters Score -5344012 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5344451.500000 Penalty: 5287.270996
	Iteration 12Q: 3 clusters Score -5344452 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5344647.000000 Penalty: 5287.270996
	Iteration 13Q: 3 clusters Score -5344647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5344710.000000 Penalty: 5287.270996
	Iteration 14Q: 3 clusters Score -5344710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5344767.500000 Penalty: 5287.270996
	Iteration 15Q: 3 clusters Score -5344768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5344787.500000 Penalty: 5287.270996
	Iteration 16Q: 3 clusters Score -5344788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5344797.000000 Penalty: 5287.270996
	Iteration 17Q: 3 clusters Score -5344797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5344803.000000 Penalty: 5287.270996
	Iteration 18Q: 3 clusters Score -5344803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5344810.000000 Penalty: 5287.270996
	Iteration 19Q: 3 clusters Score -5344810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5344810.000000 Penalty: 5287.270996
	Iteration 20F: 3 clusters Score -5344810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Entering Unmasked Estep 
Score: -4303570.500000 Penalty: 2589.882568
	Iteration 0F: 2 clusters Score -4303570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4280350.500000 Penalty: 5179.765137
	Iteration 0F: 3 clusters Score -4280350 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4288990.500000 Penalty: 5179.765137
	Iteration 1F: 3 clusters Score -4288990 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4289911.000000 Penalty: 5179.765137
	Iteration 2F: 3 clusters Score -4289911 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4291062.500000 Penalty: 5179.765137
	Iteration 3F: 3 clusters Score -4291062 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4292409.000000 Penalty: 5179.765137
	Iteration 4F: 3 clusters Score -4292409 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4293702.000000 Penalty: 5179.765137
	Iteration 5F: 3 clusters Score -4293702 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4294745.000000 Penalty: 5179.765137
	Iteration 6F: 3 clusters Score -4294745 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4295622.000000 Penalty: 5179.765137
	Iteration 7F: 3 clusters Score -4295622 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4296312.500000 Penalty: 5179.765137
	Iteration 8Q: 3 clusters Score -4296312 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4296864.000000 Penalty: 5179.765137
	Iteration 9Q: 3 clusters Score -4296864 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4297226.000000 Penalty: 5179.765137
	Iteration 10Q: 3 clusters Score -4297226 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4297524.000000 Penalty: 5179.765137
	Iteration 11Q: 3 clusters Score -4297524 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4297768.000000 Penalty: 5179.765137
	Iteration 12Q: 3 clusters Score -4297768 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4297951.000000 Penalty: 5179.765137
	Iteration 13Q: 3 clusters Score -4297951 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4298123.500000 Penalty: 5179.765137
	Iteration 14Q: 3 clusters Score -4298124 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4298306.000000 Penalty: 5179.765137
	Iteration 15Q: 3 clusters Score -4298306 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4298486.000000 Penalty: 5179.765137
	Iteration 16Q: 3 clusters Score -4298486 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4298666.000000 Penalty: 5179.765137
	Iteration 17Q: 3 clusters Score -4298666 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4298887.500000 Penalty: 5179.765137
	Iteration 18Q: 3 clusters Score -4298888 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4299135.000000 Penalty: 5179.765137
	Iteration 19Q: 3 clusters Score -4299135 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4299422.500000 Penalty: 5179.765137
	Iteration 20F: 3 clusters Score -4299422 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4299734.500000 Penalty: 5179.765137
	Iteration 21Q: 3 clusters Score -4299734 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4300109.500000 Penalty: 5179.765137
	Iteration 22Q: 3 clusters Score -4300110 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4300476.000000 Penalty: 5179.765137
	Iteration 23Q: 3 clusters Score -4300476 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4300823.000000 Penalty: 5179.765137
	Iteration 24Q: 3 clusters Score -4300823 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4301171.000000 Penalty: 5179.765137
	Iteration 25Q: 3 clusters Score -4301171 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4301506.500000 Penalty: 5179.765137
	Iteration 26Q: 3 clusters Score -4301506 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4301863.000000 Penalty: 5179.765137
	Iteration 27Q: 3 clusters Score -4301863 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4302173.000000 Penalty: 5179.765137
	Iteration 28Q: 3 clusters Score -4302173 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4302411.000000 Penalty: 5179.765137
	Iteration 29Q: 3 clusters Score -4302411 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4302578.500000 Penalty: 5179.765137
	Iteration 30Q: 3 clusters Score -4302578 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4302694.500000 Penalty: 5179.765137
	Iteration 31Q: 3 clusters Score -4302694 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4302775.000000 Penalty: 5179.765137
	Iteration 32Q: 3 clusters Score -4302775 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4302805.500000 Penalty: 5179.765137
	Iteration 33Q: 3 clusters Score -4302806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4302831.500000 Penalty: 5179.765137
	Iteration 34Q: 3 clusters Score -4302832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4302840.500000 Penalty: 5179.765137
	Iteration 35Q: 3 clusters Score -4302840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4302839.000000 Penalty: 5179.765137
	Iteration 36Q: 3 clusters Score -4302839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4302838.500000 Penalty: 5179.765137
	Iteration 37Q: 3 clusters Score -4302838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4302853.000000 Penalty: 5179.765137
	Iteration 38Q: 3 clusters Score -4302853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4302857.500000 Penalty: 5179.765137
	Iteration 39Q: 3 clusters Score -4302858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4302857.000000 Penalty: 5179.765137
	Iteration 40F: 3 clusters Score -4302857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4302855.500000 Penalty: 5179.765137
	Iteration 41Q: 3 clusters Score -4302856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4302865.000000 Penalty: 5179.765137
	Iteration 42Q: 3 clusters Score -4302865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4302861.500000 Penalty: 5179.765137
	Iteration 43Q: 3 clusters Score -4302862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4302859.000000 Penalty: 5179.765137
	Iteration 44Q: 3 clusters Score -4302859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4302863.500000 Penalty: 5179.765137
	Iteration 45Q: 3 clusters Score -4302864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4302863.000000 Penalty: 5179.765137
	Iteration 46Q: 3 clusters Score -4302863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4302860.000000 Penalty: 5179.765137
	Iteration 47Q: 3 clusters Score -4302860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4302865.500000 Penalty: 5179.765137
	Iteration 48Q: 3 clusters Score -4302866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4302866.500000 Penalty: 5179.765137
	Iteration 49Q: 3 clusters Score -4302866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4302868.500000 Penalty: 5179.765137
	Iteration 50Q: 3 clusters Score -4302868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4302868.500000 Penalty: 5179.765137
	Iteration 51Q: 3 clusters Score -4302868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4302868.500000 Penalty: 5179.765137
	Iteration 52F: 3 clusters Score -4302868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Entering Unmasked Estep 
Score: -4496073.000000 Penalty: 2601.822266
	Iteration 0F: 2 clusters Score -4496073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4471614.500000 Penalty: 5203.644531
	Iteration 0F: 3 clusters Score -4471614 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4480677.000000 Penalty: 5203.644531
	Iteration 1F: 3 clusters Score -4480677 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4481264.000000 Penalty: 5203.644531
	Iteration 2Q: 3 clusters Score -4481264 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4481912.000000 Penalty: 5203.644531
	Iteration 3Q: 3 clusters Score -4481912 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4482705.500000 Penalty: 5203.644531
	Iteration 4Q: 3 clusters Score -4482706 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4483789.000000 Penalty: 5203.644531
	Iteration 5F: 3 clusters Score -4483789 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4485192.000000 Penalty: 5203.644531
	Iteration 6F: 3 clusters Score -4485192 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -4486964.500000 Penalty: 5203.644531
	Iteration 7F: 3 clusters Score -4486964 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4488887.000000 Penalty: 5203.644531
	Iteration 8F: 3 clusters Score -4488887 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4490653.000000 Penalty: 5203.644531
	Iteration 9F: 3 clusters Score -4490653 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4491874.000000 Penalty: 5203.644531
	Iteration 10Q: 3 clusters Score -4491874 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4492635.000000 Penalty: 5203.644531
	Iteration 11Q: 3 clusters Score -4492635 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4493131.500000 Penalty: 5203.644531
	Iteration 12Q: 3 clusters Score -4493132 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4493425.000000 Penalty: 5203.644531
	Iteration 13Q: 3 clusters Score -4493425 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4493585.000000 Penalty: 5203.644531
	Iteration 14Q: 3 clusters Score -4493585 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4493694.500000 Penalty: 5203.644531
	Iteration 15Q: 3 clusters Score -4493694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4493758.500000 Penalty: 5203.644531
	Iteration 16Q: 3 clusters Score -4493758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4493804.500000 Penalty: 5203.644531
	Iteration 17Q: 3 clusters Score -4493804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4493832.000000 Penalty: 5203.644531
	Iteration 18Q: 3 clusters Score -4493832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4493844.500000 Penalty: 5203.644531
	Iteration 19Q: 3 clusters Score -4493844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4493856.500000 Penalty: 5203.644531
	Iteration 20F: 3 clusters Score -4493856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4493869.500000 Penalty: 5203.644531
	Iteration 21Q: 3 clusters Score -4493870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4493878.000000 Penalty: 5203.644531
	Iteration 22Q: 3 clusters Score -4493878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4493890.500000 Penalty: 5203.644531
	Iteration 23Q: 3 clusters Score -4493890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4493897.500000 Penalty: 5203.644531
	Iteration 24Q: 3 clusters Score -4493898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4493898.500000 Penalty: 5203.644531
	Iteration 25Q: 3 clusters Score -4493898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4493902.000000 Penalty: 5203.644531
	Iteration 26Q: 3 clusters Score -4493902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4493907.500000 Penalty: 5203.644531
	Iteration 27Q: 3 clusters Score -4493908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4493913.500000 Penalty: 5203.644531
	Iteration 28Q: 3 clusters Score -4493914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4493912.000000 Penalty: 5203.644531
	Iteration 29Q: 3 clusters Score -4493912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4493916.500000 Penalty: 5203.644531
	Iteration 30Q: 3 clusters Score -4493916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4493921.500000 Penalty: 5203.644531
	Iteration 31Q: 3 clusters Score -4493922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4493921.500000 Penalty: 5203.644531
	Iteration 32Q: 3 clusters Score -4493922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4493926.500000 Penalty: 5203.644531
	Iteration 33Q: 3 clusters Score -4493926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4493929.500000 Penalty: 5203.644531
	Iteration 34Q: 3 clusters Score -4493930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4493931.000000 Penalty: 5203.644531
	Iteration 35Q: 3 clusters Score -4493931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4493931.000000 Penalty: 5203.644531
	Iteration 36Q: 3 clusters Score -4493931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4493932.000000 Penalty: 5203.644531
	Iteration 37Q: 3 clusters Score -4493932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4493932.500000 Penalty: 5203.644531
	Iteration 38Q: 3 clusters Score -4493932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4493932.500000 Penalty: 5203.644531
	Iteration 39F: 3 clusters Score -4493932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Entering Unmasked Estep 
Score: -5554007.000000 Penalty: 2672.601807
	Iteration 0F: 2 clusters Score -5554007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5521642.000000 Penalty: 5345.203613
	Iteration 0F: 3 clusters Score -5521642 nChanged 22032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5534057.500000 Penalty: 5345.203613
	Iteration 1F: 3 clusters Score -5534058 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5534946.000000 Penalty: 5345.203613
	Iteration 2Q: 3 clusters Score -5534946 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5535917.500000 Penalty: 5345.203613
	Iteration 3F: 3 clusters Score -5535918 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -5536924.500000 Penalty: 5345.203613
	Iteration 4F: 3 clusters Score -5536924 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5537958.000000 Penalty: 5345.203613
	Iteration 5Q: 3 clusters Score -5537958 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5538857.500000 Penalty: 5345.203613
	Iteration 6Q: 3 clusters Score -5538858 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5540122.000000 Penalty: 5345.203613
	Iteration 7Q: 3 clusters Score -5540122 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5541486.000000 Penalty: 5345.203613
	Iteration 8F: 3 clusters Score -5541486 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5542836.500000 Penalty: 5345.203613
	Iteration 9F: 3 clusters Score -5542836 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5544131.500000 Penalty: 5345.203613
	Iteration 10Q: 3 clusters Score -5544132 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5545134.000000 Penalty: 5345.203613
	Iteration 11Q: 3 clusters Score -5545134 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5545785.500000 Penalty: 5345.203613
	Iteration 12Q: 3 clusters Score -5545786 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -5546183.500000 Penalty: 5345.203613
	Iteration 13Q: 3 clusters Score -5546184 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -5546456.500000 Penalty: 5345.203613
	Iteration 14Q: 3 clusters Score -5546456 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5546619.000000 Penalty: 5345.203613
	Iteration 15Q: 3 clusters Score -5546619 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5546789.500000 Penalty: 5345.203613
	Iteration 16Q: 3 clusters Score -5546790 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5546969.500000 Penalty: 5345.203613
	Iteration 17Q: 3 clusters Score -5546970 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5547146.000000 Penalty: 5345.203613
	Iteration 18Q: 3 clusters Score -5547146 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5547319.000000 Penalty: 5345.203613
	Iteration 19Q: 3 clusters Score -5547319 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5547515.000000 Penalty: 5345.203613
	Iteration 20F: 3 clusters Score -5547515 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5547695.500000 Penalty: 5345.203613
	Iteration 21Q: 3 clusters Score -5547696 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5547935.000000 Penalty: 5345.203613
	Iteration 22Q: 3 clusters Score -5547935 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5548129.000000 Penalty: 5345.203613
	Iteration 23Q: 3 clusters Score -5548129 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5548347.000000 Penalty: 5345.203613
	Iteration 24Q: 3 clusters Score -5548347 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5548559.500000 Penalty: 5345.203613
	Iteration 25Q: 3 clusters Score -5548560 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5548817.500000 Penalty: 5345.203613
	Iteration 26Q: 3 clusters Score -5548818 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5549096.500000 Penalty: 5345.203613
	Iteration 27Q: 3 clusters Score -5549096 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5549362.500000 Penalty: 5345.203613
	Iteration 28Q: 3 clusters Score -5549362 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5549650.000000 Penalty: 5345.203613
	Iteration 29Q: 3 clusters Score -5549650 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5549865.000000 Penalty: 5345.203613
	Iteration 30Q: 3 clusters Score -5549865 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5550126.500000 Penalty: 5345.203613
	Iteration 31Q: 3 clusters Score -5550126 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5550371.500000 Penalty: 5345.203613
	Iteration 32Q: 3 clusters Score -5550372 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5550549.000000 Penalty: 5345.203613
	Iteration 33Q: 3 clusters Score -5550549 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -5550754.000000 Penalty: 5345.203613
	Iteration 34Q: 3 clusters Score -5550754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5550987.000000 Penalty: 5345.203613
	Iteration 35Q: 3 clusters Score -5550987 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5551191.000000 Penalty: 5345.203613
	Iteration 36Q: 3 clusters Score -5551191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5551323.500000 Penalty: 5345.203613
	Iteration 37Q: 3 clusters Score -5551324 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5551450.500000 Penalty: 5345.203613
	Iteration 38Q: 3 clusters Score -5551450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5551567.500000 Penalty: 5345.203613
	Iteration 39Q: 3 clusters Score -5551568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -5551646.000000 Penalty: 5345.203613
	Iteration 40F: 3 clusters Score -5551646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5551725.000000 Penalty: 5345.203613
	Iteration 41Q: 3 clusters Score -5551725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -5551774.000000 Penalty: 5345.203613
	Iteration 42Q: 3 clusters Score -5551774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5551804.500000 Penalty: 5345.203613
	Iteration 43Q: 3 clusters Score -5551804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -5551826.000000 Penalty: 5345.203613
	Iteration 44Q: 3 clusters Score -5551826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -5551868.000000 Penalty: 5345.203613
	Iteration 45Q: 3 clusters Score -5551868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -5551911.000000 Penalty: 5345.203613
	Iteration 46Q: 3 clusters Score -5551911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5551925.500000 Penalty: 5345.203613
	Iteration 47Q: 3 clusters Score -5551926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5551959.000000 Penalty: 5345.203613
	Iteration 48Q: 3 clusters Score -5551959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5551973.500000 Penalty: 5345.203613
	Iteration 49Q: 3 clusters Score -5551974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5551977.500000 Penalty: 5345.203613
	Iteration 50Q: 3 clusters Score -5551978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5551984.000000 Penalty: 5345.203613
	Iteration 51Q: 3 clusters Score -5551984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5551991.000000 Penalty: 5345.203613
	Iteration 52Q: 3 clusters Score -5551991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5551982.000000 Penalty: 5345.203613
	Iteration 53Q: 3 clusters Score -5551982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5551988.000000 Penalty: 5345.203613
	Iteration 54Q: 3 clusters Score -5551988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -5551991.500000 Penalty: 5345.203613
	Iteration 55Q: 3 clusters Score -5551992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5551998.500000 Penalty: 5345.203613
	Iteration 56Q: 3 clusters Score -5551998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5551996.500000 Penalty: 5345.203613
	Iteration 57Q: 3 clusters Score -5551996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5551996.500000 Penalty: 5345.203613
	Iteration 58F: 3 clusters Score -5551996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Entering Unmasked Estep 
Score: -3846965.250000 Penalty: 2565.135742
	Iteration 0F: 2 clusters Score -3846965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3825677.500000 Penalty: 5130.271484
	Iteration 0F: 3 clusters Score -3825678 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3833579.500000 Penalty: 5130.271484
	Iteration 1F: 3 clusters Score -3833580 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3834220.500000 Penalty: 5130.271484
	Iteration 2F: 3 clusters Score -3834220 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3834831.000000 Penalty: 5130.271484
	Iteration 3Q: 3 clusters Score -3834831 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3835536.750000 Penalty: 5130.271484
	Iteration 4Q: 3 clusters Score -3835537 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3836421.750000 Penalty: 5130.271484
	Iteration 5Q: 3 clusters Score -3836422 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3837511.000000 Penalty: 5130.271484
	Iteration 6F: 3 clusters Score -3837511 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3838865.000000 Penalty: 5130.271484
	Iteration 7F: 3 clusters Score -3838865 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3840172.750000 Penalty: 5130.271484
	Iteration 8F: 3 clusters Score -3840173 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3841207.750000 Penalty: 5130.271484
	Iteration 9Q: 3 clusters Score -3841208 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3841975.000000 Penalty: 5130.271484
	Iteration 10Q: 3 clusters Score -3841975 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3842612.500000 Penalty: 5130.271484
	Iteration 11Q: 3 clusters Score -3842612 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3843099.000000 Penalty: 5130.271484
	Iteration 12Q: 3 clusters Score -3843099 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3843487.750000 Penalty: 5130.271484
	Iteration 13Q: 3 clusters Score -3843488 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3843805.500000 Penalty: 5130.271484
	Iteration 14Q: 3 clusters Score -3843806 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3844070.500000 Penalty: 5130.271484
	Iteration 15Q: 3 clusters Score -3844070 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3844247.250000 Penalty: 5130.271484
	Iteration 16Q: 3 clusters Score -3844247 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3844394.250000 Penalty: 5130.271484
	Iteration 17Q: 3 clusters Score -3844394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3844529.000000 Penalty: 5130.271484
	Iteration 18Q: 3 clusters Score -3844529 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3844647.250000 Penalty: 5130.271484
	Iteration 19Q: 3 clusters Score -3844647 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3844736.500000 Penalty: 5130.271484
	Iteration 20F: 3 clusters Score -3844736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3844805.750000 Penalty: 5130.271484
	Iteration 21Q: 3 clusters Score -3844806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3844854.250000 Penalty: 5130.271484
	Iteration 22Q: 3 clusters Score -3844854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3844887.500000 Penalty: 5130.271484
	Iteration 23Q: 3 clusters Score -3844888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3844912.000000 Penalty: 5130.271484
	Iteration 24Q: 3 clusters Score -3844912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3844924.250000 Penalty: 5130.271484
	Iteration 25Q: 3 clusters Score -3844924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3844944.250000 Penalty: 5130.271484
	Iteration 26Q: 3 clusters Score -3844944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3844965.750000 Penalty: 5130.271484
	Iteration 27Q: 3 clusters Score -3844966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3844975.750000 Penalty: 5130.271484
	Iteration 28Q: 3 clusters Score -3844976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3844980.750000 Penalty: 5130.271484
	Iteration 29Q: 3 clusters Score -3844981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3844980.000000 Penalty: 5130.271484
	Iteration 30Q: 3 clusters Score -3844980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3844989.250000 Penalty: 5130.271484
	Iteration 31Q: 3 clusters Score -3844989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3844996.250000 Penalty: 5130.271484
	Iteration 32Q: 3 clusters Score -3844996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3844997.250000 Penalty: 5130.271484
	Iteration 33Q: 3 clusters Score -3844997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3844997.500000 Penalty: 5130.271484
	Iteration 34Q: 3 clusters Score -3844998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3844998.750000 Penalty: 5130.271484
	Iteration 35Q: 3 clusters Score -3844999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3845000.500000 Penalty: 5130.271484
	Iteration 36Q: 3 clusters Score -3845000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3845006.000000 Penalty: 5130.271484
	Iteration 37Q: 3 clusters Score -3845006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3845010.750000 Penalty: 5130.271484
	Iteration 38Q: 3 clusters Score -3845011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3845018.500000 Penalty: 5130.271484
	Iteration 39Q: 3 clusters Score -3845018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3845023.750000 Penalty: 5130.271484
	Iteration 40F: 3 clusters Score -3845024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3845027.500000 Penalty: 5130.271484
	Iteration 41Q: 3 clusters Score -3845028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3845033.500000 Penalty: 5130.271484
	Iteration 42Q: 3 clusters Score -3845034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3845039.750000 Penalty: 5130.271484
	Iteration 43Q: 3 clusters Score -3845040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3845042.750000 Penalty: 5130.271484
	Iteration 44Q: 3 clusters Score -3845043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3845043.750000 Penalty: 5130.271484
	Iteration 45Q: 3 clusters Score -3845044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3845047.000000 Penalty: 5130.271484
	Iteration 46Q: 3 clusters Score -3845047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3845048.500000 Penalty: 5130.271484
	Iteration 47Q: 3 clusters Score -3845048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3845049.750000 Penalty: 5130.271484
	Iteration 48Q: 3 clusters Score -3845050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3845048.750000 Penalty: 5130.271484
	Iteration 49Q: 3 clusters Score -3845049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3845047.250000 Penalty: 5130.271484
	Iteration 50Q: 3 clusters Score -3845047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -3845048.750000 Penalty: 5130.271484
	Iteration 51Q: 3 clusters Score -3845049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3845053.250000 Penalty: 5130.271484
	Iteration 52Q: 3 clusters Score -3845053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3845057.250000 Penalty: 5130.271484
	Iteration 53Q: 3 clusters Score -3845057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3845054.750000 Penalty: 5130.271484
	Iteration 54Q: 3 clusters Score -3845055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3845051.500000 Penalty: 5130.271484
	Iteration 55Q: 3 clusters Score -3845052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3845053.250000 Penalty: 5130.271484
	Iteration 56Q: 3 clusters Score -3845053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3845053.250000 Penalty: 5130.271484
	Iteration 57F: 3 clusters Score -3845053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46838.433594 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -46838.43 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 191 members 
Entering Unmasked Estep 
Score: -45559.546875 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -45559.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45927.226562 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -45927.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46159.312500 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -46159.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46249.691406 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -46249.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46354.625000 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -46354.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46407.019531 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -46407.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46508.734375 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -46508.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46631.207031 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -46631.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46721.558594 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -46721.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46789.191406 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -46789.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46868.593750 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -46868.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46966.972656 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -46966.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47063.953125 Penalty: 2924.988281
	Iteration 12Q: 3 clusters Score -47063.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47133.601562 Penalty: 2924.988281
	Iteration 13Q: 3 clusters Score -47133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47153.257812 Penalty: 2924.988281
	Iteration 14Q: 3 clusters Score -47153.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47220.972656 Penalty: 2924.988281
	Iteration 15Q: 3 clusters Score -47220.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47232.773438 Penalty: 2924.988281
	Iteration 16Q: 3 clusters Score -47232.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47233.207031 Penalty: 2924.988281
	Iteration 17F: 3 clusters Score -47233.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47243.410156 Penalty: 2924.988281
	Iteration 18Q: 3 clusters Score -47243.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47243.410156 Penalty: 2924.988281
	Iteration 19F: 3 clusters Score -47243.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 213 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 151 members 
Entering Unmasked Estep 
Score: -134489168.000000 Penalty: 255510.078125
Splitting cluster 10 changes total score from -134490864.000000 to -134489168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -1381334.000000 Penalty: 2312.203613
	Iteration 0F: 2 clusters Score -1381334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1372920.625000 Penalty: 4624.407227
	Iteration 0F: 3 clusters Score -1372921 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1375415.000000 Penalty: 4624.407227
	Iteration 1F: 3 clusters Score -1375415 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1375715.000000 Penalty: 4624.407227
	Iteration 2F: 3 clusters Score -1375715 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1375972.000000 Penalty: 4624.407227
	Iteration 3F: 3 clusters Score -1375972 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1376184.875000 Penalty: 4624.407227
	Iteration 4Q: 3 clusters Score -1376185 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1376402.625000 Penalty: 4624.407227
	Iteration 5Q: 3 clusters Score -1376403 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1376587.875000 Penalty: 4624.407227
	Iteration 6Q: 3 clusters Score -1376588 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1376765.875000 Penalty: 4624.407227
	Iteration 7Q: 3 clusters Score -1376766 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1376952.875000 Penalty: 4624.407227
	Iteration 8Q: 3 clusters Score -1376953 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1377145.375000 Penalty: 4624.407227
	Iteration 9Q: 3 clusters Score -1377145 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1377321.875000 Penalty: 4624.407227
	Iteration 10Q: 3 clusters Score -1377322 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1377499.625000 Penalty: 4624.407227
	Iteration 11Q: 3 clusters Score -1377500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1377631.625000 Penalty: 4624.407227
	Iteration 12Q: 3 clusters Score -1377632 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1377750.000000 Penalty: 4624.407227
	Iteration 13Q: 3 clusters Score -1377750 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1377832.625000 Penalty: 4624.407227
	Iteration 14Q: 3 clusters Score -1377833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1377893.000000 Penalty: 4624.407227
	Iteration 15Q: 3 clusters Score -1377893 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1377941.875000 Penalty: 4624.407227
	Iteration 16Q: 3 clusters Score -1377942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1377986.125000 Penalty: 4624.407227
	Iteration 17Q: 3 clusters Score -1377986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1378032.375000 Penalty: 4624.407227
	Iteration 18Q: 3 clusters Score -1378032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1378064.000000 Penalty: 4624.407227
	Iteration 19Q: 3 clusters Score -1378064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1378087.500000 Penalty: 4624.407227
	Iteration 20F: 3 clusters Score -1378088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1378109.375000 Penalty: 4624.407227
	Iteration 21Q: 3 clusters Score -1378109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1378139.000000 Penalty: 4624.407227
	Iteration 22Q: 3 clusters Score -1378139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1378168.500000 Penalty: 4624.407227
	Iteration 23Q: 3 clusters Score -1378168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1378193.750000 Penalty: 4624.407227
	Iteration 24Q: 3 clusters Score -1378194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1378223.125000 Penalty: 4624.407227
	Iteration 25Q: 3 clusters Score -1378223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1378247.250000 Penalty: 4624.407227
	Iteration 26Q: 3 clusters Score -1378247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1378273.750000 Penalty: 4624.407227
	Iteration 27Q: 3 clusters Score -1378274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1378299.000000 Penalty: 4624.407227
	Iteration 28Q: 3 clusters Score -1378299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1378320.625000 Penalty: 4624.407227
	Iteration 29Q: 3 clusters Score -1378321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1378352.625000 Penalty: 4624.407227
	Iteration 30Q: 3 clusters Score -1378353 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1378388.125000 Penalty: 4624.407227
	Iteration 31Q: 3 clusters Score -1378388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1378435.625000 Penalty: 4624.407227
	Iteration 32Q: 3 clusters Score -1378436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1378470.000000 Penalty: 4624.407227
	Iteration 33Q: 3 clusters Score -1378470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1378507.750000 Penalty: 4624.407227
	Iteration 34Q: 3 clusters Score -1378508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1378559.625000 Penalty: 4624.407227
	Iteration 35Q: 3 clusters Score -1378560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1378613.500000 Penalty: 4624.407227
	Iteration 36Q: 3 clusters Score -1378614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1378681.500000 Penalty: 4624.407227
	Iteration 37Q: 3 clusters Score -1378682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1378752.625000 Penalty: 4624.407227
	Iteration 38Q: 3 clusters Score -1378753 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1378835.625000 Penalty: 4624.407227
	Iteration 39Q: 3 clusters Score -1378836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1378922.625000 Penalty: 4624.407227
	Iteration 40F: 3 clusters Score -1378923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1379044.750000 Penalty: 4624.407227
	Iteration 41Q: 3 clusters Score -1379045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1379184.625000 Penalty: 4624.407227
	Iteration 42Q: 3 clusters Score -1379185 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1379306.250000 Penalty: 4624.407227
	Iteration 43Q: 3 clusters Score -1379306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1379401.875000 Penalty: 4624.407227
	Iteration 44Q: 3 clusters Score -1379402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1379469.125000 Penalty: 4624.407227
	Iteration 45Q: 3 clusters Score -1379469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1379513.875000 Penalty: 4624.407227
	Iteration 46Q: 3 clusters Score -1379514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1379561.000000 Penalty: 4624.407227
	Iteration 47Q: 3 clusters Score -1379561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1379595.375000 Penalty: 4624.407227
	Iteration 48Q: 3 clusters Score -1379595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1379620.750000 Penalty: 4624.407227
	Iteration 49Q: 3 clusters Score -1379621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1379643.125000 Penalty: 4624.407227
	Iteration 50Q: 3 clusters Score -1379643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1379660.625000 Penalty: 4624.407227
	Iteration 51Q: 3 clusters Score -1379661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1379681.375000 Penalty: 4624.407227
	Iteration 52Q: 3 clusters Score -1379681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1379694.125000 Penalty: 4624.407227
	Iteration 53Q: 3 clusters Score -1379694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1379704.875000 Penalty: 4624.407227
	Iteration 54Q: 3 clusters Score -1379705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1379712.625000 Penalty: 4624.407227
	Iteration 55Q: 3 clusters Score -1379713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1379720.875000 Penalty: 4624.407227
	Iteration 56Q: 3 clusters Score -1379721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1379724.375000 Penalty: 4624.407227
	Iteration 57Q: 3 clusters Score -1379724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1379728.500000 Penalty: 4624.407227
	Iteration 58Q: 3 clusters Score -1379728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1379728.250000 Penalty: 4624.407227
	Iteration 59Q: 3 clusters Score -1379728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1379734.125000 Penalty: 4624.407227
	Iteration 60F: 3 clusters Score -1379734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1379733.000000 Penalty: 4624.407227
	Iteration 61Q: 3 clusters Score -1379733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1379735.625000 Penalty: 4624.407227
	Iteration 62Q: 3 clusters Score -1379736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1379743.250000 Penalty: 4624.407227
	Iteration 63Q: 3 clusters Score -1379743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1379746.000000 Penalty: 4624.407227
	Iteration 64Q: 3 clusters Score -1379746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1379748.875000 Penalty: 4624.407227
	Iteration 65Q: 3 clusters Score -1379749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1379748.875000 Penalty: 4624.407227
	Iteration 66Q: 3 clusters Score -1379749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1379751.250000 Penalty: 4624.407227
	Iteration 67Q: 3 clusters Score -1379751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1379752.250000 Penalty: 4624.407227
	Iteration 68Q: 3 clusters Score -1379752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1379751.875000 Penalty: 4624.407227
	Iteration 69Q: 3 clusters Score -1379752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1379753.125000 Penalty: 4624.407227
	Iteration 70Q: 3 clusters Score -1379753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379754.750000 Penalty: 4624.407227
	Iteration 71Q: 3 clusters Score -1379755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1379757.875000 Penalty: 4624.407227
	Iteration 72Q: 3 clusters Score -1379758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1379756.875000 Penalty: 4624.407227
	Iteration 73Q: 3 clusters Score -1379757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1379759.250000 Penalty: 4624.407227
	Iteration 74Q: 3 clusters Score -1379759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1379760.250000 Penalty: 4624.407227
	Iteration 75Q: 3 clusters Score -1379760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1379760.000000 Penalty: 4624.407227
	Iteration 76Q: 3 clusters Score -1379760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1379759.375000 Penalty: 4624.407227
	Iteration 77Q: 3 clusters Score -1379759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1379759.875000 Penalty: 4624.407227
	Iteration 78Q: 3 clusters Score -1379760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1379760.125000 Penalty: 4624.407227
	Iteration 79Q: 3 clusters Score -1379760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1379760.125000 Penalty: 4624.407227
	Iteration 80F: 3 clusters Score -1379760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -334165.312500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -334165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -331022.875000 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -331022.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -331685.531250 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -331685.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -331889.406250 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -331889.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -332038.437500 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -332038.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -332171.875000 Penalty: 3933.560547
	Iteration 4Q: 3 clusters Score -332171.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -332310.281250 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -332310.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -332482.625000 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -332482.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -332664.875000 Penalty: 3933.560547
	Iteration 7F: 3 clusters Score -332664.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -332857.031250 Penalty: 3933.560547
	Iteration 8F: 3 clusters Score -332857 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -333007.781250 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -333007.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -333120.593750 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -333120.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -333204.500000 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -333204.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -333250.593750 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -333250.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -333267.562500 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -333267.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -333278.812500 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -333278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -333286.687500 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -333286.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -333291.156250 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -333291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -333298.812500 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -333298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -333308.000000 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -333308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -333318.156250 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -333318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -333318.781250 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -333318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -708115.625000 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -708115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -702658.187500 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -702658.2 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -704216.812500 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -704216.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -704646.500000 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -704646.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -705039.812500 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -705039.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -705375.562500 Penalty: 4356.868652
	Iteration 4F: 3 clusters Score -705375.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -705691.812500 Penalty: 4356.868652
	Iteration 5F: 3 clusters Score -705691.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -705936.687500 Penalty: 4356.868652
	Iteration 6Q: 3 clusters Score -705936.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -706138.875000 Penalty: 4356.868652
	Iteration 7Q: 3 clusters Score -706138.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -706289.625000 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -706289.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -706442.125000 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -706442.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -706607.375000 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -706607.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -706765.187500 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -706765.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -706890.375000 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -706890.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -706948.562500 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -706948.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -706996.000000 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -706996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -707025.250000 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -707025.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -707044.562500 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -707044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -707055.875000 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -707055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -707064.125000 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -707064.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -707072.500000 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -707072.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -707080.250000 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -707080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -707086.750000 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -707086.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -707089.125000 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -707089.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -707093.437500 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -707093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -707098.187500 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -707098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -707100.375000 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -707100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -707100.625000 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -707100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -707103.875000 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -707103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -707105.187500 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -707105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -707105.562500 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -707105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -707106.500000 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -707106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -707105.875000 Penalty: 4356.868652
	Iteration 31Q: 3 clusters Score -707105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -707106.625000 Penalty: 4356.868652
	Iteration 32Q: 3 clusters Score -707106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -707106.625000 Penalty: 4356.868652
	Iteration 33F: 3 clusters Score -707106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Entering Unmasked Estep 
Score: -9545890.000000 Penalty: 2792.915283
	Iteration 0F: 2 clusters Score -9545890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -9493563.000000 Penalty: 5585.830566
	Iteration 0F: 3 clusters Score -9493563 nChanged 36374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -9514270.000000 Penalty: 5585.830566
	Iteration 1F: 3 clusters Score -9514270 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -9515149.000000 Penalty: 5585.830566
	Iteration 2Q: 3 clusters Score -9515149 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -9516128.000000 Penalty: 5585.830566
	Iteration 3Q: 3 clusters Score -9516128 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -9517367.000000 Penalty: 5585.830566
	Iteration 4Q: 3 clusters Score -9517367 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -9519396.000000 Penalty: 5585.830566
	Iteration 5F: 3 clusters Score -9519396 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -9522259.000000 Penalty: 5585.830566
	Iteration 6F: 3 clusters Score -9522259 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -9526283.000000 Penalty: 5585.830566
	Iteration 7F: 3 clusters Score -9526283 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -9530544.000000 Penalty: 5585.830566
	Iteration 8F: 3 clusters Score -9530544 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -9534552.000000 Penalty: 5585.830566
	Iteration 9F: 3 clusters Score -9534552 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -9537792.000000 Penalty: 5585.830566
	Iteration 10Q: 3 clusters Score -9537792 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -9539935.000000 Penalty: 5585.830566
	Iteration 11Q: 3 clusters Score -9539935 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -9541291.000000 Penalty: 5585.830566
	Iteration 12Q: 3 clusters Score -9541291 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -9542147.000000 Penalty: 5585.830566
	Iteration 13Q: 3 clusters Score -9542147 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9542671.000000 Penalty: 5585.830566
	Iteration 14Q: 3 clusters Score -9542671 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -9543011.000000 Penalty: 5585.830566
	Iteration 15Q: 3 clusters Score -9543011 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9543241.000000 Penalty: 5585.830566
	Iteration 16Q: 3 clusters Score -9543241 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -9543435.000000 Penalty: 5585.830566
	Iteration 17Q: 3 clusters Score -9543435 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -9543591.000000 Penalty: 5585.830566
	Iteration 18Q: 3 clusters Score -9543591 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9543722.000000 Penalty: 5585.830566
	Iteration 19Q: 3 clusters Score -9543722 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -9543805.000000 Penalty: 5585.830566
	Iteration 20F: 3 clusters Score -9543805 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -9543852.000000 Penalty: 5585.830566
	Iteration 21Q: 3 clusters Score -9543852 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -9543939.000000 Penalty: 5585.830566
	Iteration 22Q: 3 clusters Score -9543939 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9543981.000000 Penalty: 5585.830566
	Iteration 23Q: 3 clusters Score -9543981 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -9544019.000000 Penalty: 5585.830566
	Iteration 24Q: 3 clusters Score -9544019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -9544036.000000 Penalty: 5585.830566
	Iteration 25Q: 3 clusters Score -9544036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9544047.000000 Penalty: 5585.830566
	Iteration 26Q: 3 clusters Score -9544047 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9544075.000000 Penalty: 5585.830566
	Iteration 27Q: 3 clusters Score -9544075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9544092.000000 Penalty: 5585.830566
	Iteration 28Q: 3 clusters Score -9544092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -9544112.000000 Penalty: 5585.830566
	Iteration 29Q: 3 clusters Score -9544112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -9544108.000000 Penalty: 5585.830566
	Iteration 30Q: 3 clusters Score -9544108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -9544118.000000 Penalty: 5585.830566
	Iteration 31Q: 3 clusters Score -9544118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -9544131.000000 Penalty: 5585.830566
	Iteration 32Q: 3 clusters Score -9544131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9544135.000000 Penalty: 5585.830566
	Iteration 33Q: 3 clusters Score -9544135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -9544159.000000 Penalty: 5585.830566
	Iteration 34Q: 3 clusters Score -9544159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -9544153.000000 Penalty: 5585.830566
	Iteration 35Q: 3 clusters Score -9544153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -9544169.000000 Penalty: 5585.830566
	Iteration 36Q: 3 clusters Score -9544169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -9544164.000000 Penalty: 5585.830566
	Iteration 37Q: 3 clusters Score -9544164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9544166.000000 Penalty: 5585.830566
	Iteration 38Q: 3 clusters Score -9544166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -9544169.000000 Penalty: 5585.830566
	Iteration 39Q: 3 clusters Score -9544169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -9544173.000000 Penalty: 5585.830566
	Iteration 40F: 3 clusters Score -9544173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9544185.000000 Penalty: 5585.830566
	Iteration 41Q: 3 clusters Score -9544185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9544182.000000 Penalty: 5585.830566
	Iteration 42Q: 3 clusters Score -9544182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9544192.000000 Penalty: 5585.830566
	Iteration 43Q: 3 clusters Score -9544192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -9544199.000000 Penalty: 5585.830566
	Iteration 44Q: 3 clusters Score -9544199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -9544190.000000 Penalty: 5585.830566
	Iteration 45Q: 3 clusters Score -9544190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -9544199.000000 Penalty: 5585.830566
	Iteration 46Q: 3 clusters Score -9544199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -9544203.000000 Penalty: 5585.830566
	Iteration 47Q: 3 clusters Score -9544203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -9544205.000000 Penalty: 5585.830566
	Iteration 48Q: 3 clusters Score -9544205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -9544188.000000 Penalty: 5585.830566
	Iteration 49Q: 3 clusters Score -9544188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -9544180.000000 Penalty: 5585.830566
	Iteration 50Q: 3 clusters Score -9544180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -9544196.000000 Penalty: 5585.830566
	Iteration 51Q: 3 clusters Score -9544196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -9544198.000000 Penalty: 5585.830566
	Iteration 52Q: 3 clusters Score -9544198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -9544201.000000 Penalty: 5585.830566
	Iteration 53Q: 3 clusters Score -9544201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9544208.000000 Penalty: 5585.830566
	Iteration 54Q: 3 clusters Score -9544208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -9544214.000000 Penalty: 5585.830566
	Iteration 55Q: 3 clusters Score -9544214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -9544215.000000 Penalty: 5585.830566
	Iteration 56Q: 3 clusters Score -9544215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -9544226.000000 Penalty: 5585.830566
	Iteration 57Q: 3 clusters Score -9544226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -9544224.000000 Penalty: 5585.830566
	Iteration 58Q: 3 clusters Score -9544224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -9544218.000000 Penalty: 5585.830566
	Iteration 59Q: 3 clusters Score -9544218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -9544234.000000 Penalty: 5585.830566
	Iteration 60F: 3 clusters Score -9544234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -9544231.000000 Penalty: 5585.830566
	Iteration 61Q: 3 clusters Score -9544231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9544230.000000 Penalty: 5585.830566
	Iteration 62Q: 3 clusters Score -9544230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -9544230.000000 Penalty: 5585.830566
	Iteration 63Q: 3 clusters Score -9544230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -9544238.000000 Penalty: 5585.830566
	Iteration 64Q: 3 clusters Score -9544238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -9544232.000000 Penalty: 5585.830566
	Iteration 65Q: 3 clusters Score -9544232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -9544226.000000 Penalty: 5585.830566
	Iteration 66Q: 3 clusters Score -9544226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -9544229.000000 Penalty: 5585.830566
	Iteration 67Q: 3 clusters Score -9544229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -9544228.000000 Penalty: 5585.830566
	Iteration 68Q: 3 clusters Score -9544228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -9544227.000000 Penalty: 5585.830566
	Iteration 69Q: 3 clusters Score -9544227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -9544230.000000 Penalty: 5585.830566
	Iteration 70Q: 3 clusters Score -9544230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -9544233.000000 Penalty: 5585.830566
	Iteration 71Q: 3 clusters Score -9544233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -9544237.000000 Penalty: 5585.830566
	Iteration 72Q: 3 clusters Score -9544237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -9544233.000000 Penalty: 5585.830566
	Iteration 73Q: 3 clusters Score -9544233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -9544230.000000 Penalty: 5585.830566
	Iteration 74Q: 3 clusters Score -9544230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -9544220.000000 Penalty: 5585.830566
	Iteration 75Q: 3 clusters Score -9544220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -9544217.000000 Penalty: 5585.830566
	Iteration 76Q: 3 clusters Score -9544217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -9544231.000000 Penalty: 5585.830566
	Iteration 77Q: 3 clusters Score -9544231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -9544238.000000 Penalty: 5585.830566
	Iteration 78Q: 3 clusters Score -9544238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9544234.000000 Penalty: 5585.830566
	Iteration 79Q: 3 clusters Score -9544234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -9544222.000000 Penalty: 5585.830566
	Iteration 80F: 3 clusters Score -9544222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -9544238.000000 Penalty: 5585.830566
	Iteration 81Q: 3 clusters Score -9544238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -9544237.000000 Penalty: 5585.830566
	Iteration 82Q: 3 clusters Score -9544237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -9544240.000000 Penalty: 5585.830566
	Iteration 83Q: 3 clusters Score -9544240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -9544240.000000 Penalty: 5585.830566
	Iteration 84Q: 3 clusters Score -9544240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -9544247.000000 Penalty: 5585.830566
	Iteration 85Q: 3 clusters Score -9544247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9544252.000000 Penalty: 5585.830566
	Iteration 86Q: 3 clusters Score -9544252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -9544261.000000 Penalty: 5585.830566
	Iteration 87Q: 3 clusters Score -9544261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -9544265.000000 Penalty: 5585.830566
	Iteration 88Q: 3 clusters Score -9544265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -9544276.000000 Penalty: 5585.830566
	Iteration 89Q: 3 clusters Score -9544276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -9544280.000000 Penalty: 5585.830566
	Iteration 90Q: 3 clusters Score -9544280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -9544274.000000 Penalty: 5585.830566
	Iteration 91Q: 3 clusters Score -9544274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -9544273.000000 Penalty: 5585.830566
	Iteration 92Q: 3 clusters Score -9544273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -9544274.000000 Penalty: 5585.830566
	Iteration 93Q: 3 clusters Score -9544274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -9544279.000000 Penalty: 5585.830566
	Iteration 94Q: 3 clusters Score -9544279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -9544279.000000 Penalty: 5585.830566
	Iteration 95Q: 3 clusters Score -9544279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -9544281.000000 Penalty: 5585.830566
	Iteration 96Q: 3 clusters Score -9544281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -9544278.000000 Penalty: 5585.830566
	Iteration 97Q: 3 clusters Score -9544278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -9544274.000000 Penalty: 5585.830566
	Iteration 98Q: 3 clusters Score -9544274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -9544272.000000 Penalty: 5585.830566
	Iteration 99Q: 3 clusters Score -9544272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -9544268.000000 Penalty: 5585.830566
	Iteration 100F: 3 clusters Score -9544268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -9544261.000000 Penalty: 5585.830566
	Iteration 101Q: 3 clusters Score -9544261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -9544275.000000 Penalty: 5585.830566
	Iteration 102Q: 3 clusters Score -9544275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -9544282.000000 Penalty: 5585.830566
	Iteration 103Q: 3 clusters Score -9544282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9544283.000000 Penalty: 5585.830566
	Iteration 104Q: 3 clusters Score -9544283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9544272.000000 Penalty: 5585.830566
	Iteration 105Q: 3 clusters Score -9544272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -9544270.000000 Penalty: 5585.830566
	Iteration 106Q: 3 clusters Score -9544270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -9544273.000000 Penalty: 5585.830566
	Iteration 107Q: 3 clusters Score -9544273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -9544274.000000 Penalty: 5585.830566
	Iteration 108Q: 3 clusters Score -9544274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -9544270.000000 Penalty: 5585.830566
	Iteration 109Q: 3 clusters Score -9544270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -9544275.000000 Penalty: 5585.830566
	Iteration 110Q: 3 clusters Score -9544275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -9544283.000000 Penalty: 5585.830566
	Iteration 111Q: 3 clusters Score -9544283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -9544280.000000 Penalty: 5585.830566
	Iteration 112Q: 3 clusters Score -9544280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -9544289.000000 Penalty: 5585.830566
	Iteration 113Q: 3 clusters Score -9544289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -9544297.000000 Penalty: 5585.830566
	Iteration 114Q: 3 clusters Score -9544297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -9544296.000000 Penalty: 5585.830566
	Iteration 115Q: 3 clusters Score -9544296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9544295.000000 Penalty: 5585.830566
	Iteration 116Q: 3 clusters Score -9544295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -9544294.000000 Penalty: 5585.830566
	Iteration 117Q: 3 clusters Score -9544294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -9544290.000000 Penalty: 5585.830566
	Iteration 118Q: 3 clusters Score -9544290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -9544290.000000 Penalty: 5585.830566
	Iteration 119F: 3 clusters Score -9544290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Entering Unmasked Estep 
Score: -1608305.000000 Penalty: 2348.619385
	Iteration 0F: 2 clusters Score -1608305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1598790.625000 Penalty: 4697.238770
	Iteration 0F: 3 clusters Score -1598791 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1601829.750000 Penalty: 4697.238770
	Iteration 1F: 3 clusters Score -1601830 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1602482.125000 Penalty: 4697.238770
	Iteration 2F: 3 clusters Score -1602482 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1603170.125000 Penalty: 4697.238770
	Iteration 3F: 3 clusters Score -1603170 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1603756.250000 Penalty: 4697.238770
	Iteration 4F: 3 clusters Score -1603756 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1604171.250000 Penalty: 4697.238770
	Iteration 5F: 3 clusters Score -1604171 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1604537.125000 Penalty: 4697.238770
	Iteration 6Q: 3 clusters Score -1604537 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1604841.875000 Penalty: 4697.238770
	Iteration 7Q: 3 clusters Score -1604842 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1605147.000000 Penalty: 4697.238770
	Iteration 8Q: 3 clusters Score -1605147 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1605462.750000 Penalty: 4697.238770
	Iteration 9Q: 3 clusters Score -1605463 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1605800.500000 Penalty: 4697.238770
	Iteration 10Q: 3 clusters Score -1605800 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1606156.375000 Penalty: 4697.238770
	Iteration 11Q: 3 clusters Score -1606156 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1606478.750000 Penalty: 4697.238770
	Iteration 12Q: 3 clusters Score -1606479 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1606774.125000 Penalty: 4697.238770
	Iteration 13Q: 3 clusters Score -1606774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1607045.500000 Penalty: 4697.238770
	Iteration 14Q: 3 clusters Score -1607046 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1607288.875000 Penalty: 4697.238770
	Iteration 15Q: 3 clusters Score -1607289 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1607507.000000 Penalty: 4697.238770
	Iteration 16Q: 3 clusters Score -1607507 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1607689.625000 Penalty: 4697.238770
	Iteration 17Q: 3 clusters Score -1607690 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1607823.875000 Penalty: 4697.238770
	Iteration 18Q: 3 clusters Score -1607824 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1607935.250000 Penalty: 4697.238770
	Iteration 19Q: 3 clusters Score -1607935 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1607998.375000 Penalty: 4697.238770
	Iteration 20F: 3 clusters Score -1607998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1608022.750000 Penalty: 4697.238770
	Iteration 21Q: 3 clusters Score -1608023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1608041.375000 Penalty: 4697.238770
	Iteration 22Q: 3 clusters Score -1608041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1608056.125000 Penalty: 4697.238770
	Iteration 23Q: 3 clusters Score -1608056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1608066.750000 Penalty: 4697.238770
	Iteration 24Q: 3 clusters Score -1608067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1608076.875000 Penalty: 4697.238770
	Iteration 25Q: 3 clusters Score -1608077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1608074.250000 Penalty: 4697.238770
	Iteration 26Q: 3 clusters Score -1608074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1608076.875000 Penalty: 4697.238770
	Iteration 27Q: 3 clusters Score -1608077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1608080.375000 Penalty: 4697.238770
	Iteration 28Q: 3 clusters Score -1608080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1608092.500000 Penalty: 4697.238770
	Iteration 29Q: 3 clusters Score -1608092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1608094.500000 Penalty: 4697.238770
	Iteration 30Q: 3 clusters Score -1608094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1608099.250000 Penalty: 4697.238770
	Iteration 31Q: 3 clusters Score -1608099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1608100.750000 Penalty: 4697.238770
	Iteration 32Q: 3 clusters Score -1608101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1608101.875000 Penalty: 4697.238770
	Iteration 33Q: 3 clusters Score -1608102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1608103.000000 Penalty: 4697.238770
	Iteration 34Q: 3 clusters Score -1608103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1608107.000000 Penalty: 4697.238770
	Iteration 35Q: 3 clusters Score -1608107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1608105.375000 Penalty: 4697.238770
	Iteration 36Q: 3 clusters Score -1608105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1608104.875000 Penalty: 4697.238770
	Iteration 37Q: 3 clusters Score -1608105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1608108.125000 Penalty: 4697.238770
	Iteration 38Q: 3 clusters Score -1608108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1608107.750000 Penalty: 4697.238770
	Iteration 39Q: 3 clusters Score -1608108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1608108.000000 Penalty: 4697.238770
	Iteration 40F: 3 clusters Score -1608108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1608112.375000 Penalty: 4697.238770
	Iteration 41Q: 3 clusters Score -1608112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1608112.500000 Penalty: 4697.238770
	Iteration 42Q: 3 clusters Score -1608112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1608111.000000 Penalty: 4697.238770
	Iteration 43Q: 3 clusters Score -1608111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1608111.000000 Penalty: 4697.238770
	Iteration 44F: 3 clusters Score -1608111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117524.562500 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117524.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117842.187500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117842.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117920.273438 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117920.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117962.281250 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117962.3 nChanged 11
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: -117980.507812 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117993.773438 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118001.078125 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118006.453125 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118010.164062 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118010.2 nChanged 2
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: -118011.507812 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118012.484375 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118013.984375 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118016.234375 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118017.796875 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118019.085938 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118019.085938 Penalty: 3420.258789
	Iteration 15F: 3 clusters Score -118019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Entering Unmasked Estep 
Score: -16921416.000000 Penalty: 2930.462158
	Iteration 0F: 2 clusters Score -1.692142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -16830758.000000 Penalty: 5860.924316
	Iteration 0F: 3 clusters Score -1.683076e+07 nChanged 64540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -16868154.000000 Penalty: 5860.924316
	Iteration 1F: 3 clusters Score -1.686815e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -16869366.000000 Penalty: 5860.924316
	Iteration 2Q: 3 clusters Score -1.686937e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -16870870.000000 Penalty: 5860.924316
	Iteration 3Q: 3 clusters Score -1.687087e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -16873062.000000 Penalty: 5860.924316
	Iteration 4Q: 3 clusters Score -1.687306e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -16876450.000000 Penalty: 5860.924316
	Iteration 5F: 3 clusters Score -1.687645e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -16881214.000000 Penalty: 5860.924316
	Iteration 6F: 3 clusters Score -1.688121e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -16887304.000000 Penalty: 5860.924316
	Iteration 7F: 3 clusters Score -1.68873e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -16893992.000000 Penalty: 5860.924316
	Iteration 8F: 3 clusters Score -1.689399e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -16901276.000000 Penalty: 5860.924316
	Iteration 9F: 3 clusters Score -1.690128e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -16907700.000000 Penalty: 5860.924316
	Iteration 10F: 3 clusters Score -1.69077e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -16912892.000000 Penalty: 5860.924316
	Iteration 11Q: 3 clusters Score -1.691289e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -16916100.000000 Penalty: 5860.924316
	Iteration 12Q: 3 clusters Score -1.69161e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16917698.000000 Penalty: 5860.924316
	Iteration 13Q: 3 clusters Score -1.69177e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16918370.000000 Penalty: 5860.924316
	Iteration 14Q: 3 clusters Score -1.691837e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16918596.000000 Penalty: 5860.924316
	Iteration 15Q: 3 clusters Score -1.69186e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16918752.000000 Penalty: 5860.924316
	Iteration 16Q: 3 clusters Score -1.691875e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134902 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16918840.000000 Penalty: 5860.924316
	Iteration 17Q: 3 clusters Score -1.691884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16918866.000000 Penalty: 5860.924316
	Iteration 18Q: 3 clusters Score -1.691887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16918902.000000 Penalty: 5860.924316
	Iteration 19Q: 3 clusters Score -1.69189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16918896.000000 Penalty: 5860.924316
	Iteration 20F: 3 clusters Score -1.69189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16918926.000000 Penalty: 5860.924316
	Iteration 21Q: 3 clusters Score -1.691893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -16918936.000000 Penalty: 5860.924316
	Iteration 22Q: 3 clusters Score -1.691894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134966 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16918954.000000 Penalty: 5860.924316
	Iteration 23Q: 3 clusters Score -1.691895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134967 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -16918964.000000 Penalty: 5860.924316
	Iteration 24Q: 3 clusters Score -1.691896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134970 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16918962.000000 Penalty: 5860.924316
	Iteration 25Q: 3 clusters Score -1.691896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16918978.000000 Penalty: 5860.924316
	Iteration 26Q: 3 clusters Score -1.691898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16918976.000000 Penalty: 5860.924316
	Iteration 27Q: 3 clusters Score -1.691898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16918972.000000 Penalty: 5860.924316
	Iteration 28Q: 3 clusters Score -1.691897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134977 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16918978.000000 Penalty: 5860.924316
	Iteration 29Q: 3 clusters Score -1.691898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16918988.000000 Penalty: 5860.924316
	Iteration 30Q: 3 clusters Score -1.691899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16918980.000000 Penalty: 5860.924316
	Iteration 31Q: 3 clusters Score -1.691898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16918976.000000 Penalty: 5860.924316
	Iteration 32Q: 3 clusters Score -1.691898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16918982.000000 Penalty: 5860.924316
	Iteration 33Q: 3 clusters Score -1.691898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16918984.000000 Penalty: 5860.924316
	Iteration 34Q: 3 clusters Score -1.691898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16918990.000000 Penalty: 5860.924316
	Iteration 35Q: 3 clusters Score -1.691899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16918990.000000 Penalty: 5860.924316
	Iteration 36Q: 3 clusters Score -1.691899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16918990.000000 Penalty: 5860.924316
	Iteration 37F: 3 clusters Score -1.691899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -393587.375000 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -393587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -390159.500000 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -390159.5 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -390912.406250 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -390912.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -391107.625000 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -391107.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -391217.968750 Penalty: 4001.616699
	Iteration 3Q: 3 clusters Score -391218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391282.000000 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -391282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -391321.718750 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -391321.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391356.875000 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -391356.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -391386.437500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -391386.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -391407.093750 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -391407.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -391420.843750 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -391420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -391430.281250 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -391430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -391437.937500 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -391437.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -391443.343750 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -391443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391449.750000 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -391449.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391454.937500 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -391454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391460.218750 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -391460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391465.906250 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -391465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -391467.937500 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -391467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -391470.625000 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -391470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391471.468750 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -391471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -391472.718750 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -391472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391472.906250 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -391472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391474.187500 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -391474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391473.968750 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -391474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391474.437500 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -391474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -391475.937500 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -391475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -391476.500000 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -391476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -391477.000000 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -391477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -391478.093750 Penalty: 4001.616699
	Iteration 28Q: 3 clusters Score -391478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -391479.062500 Penalty: 4001.616699
	Iteration 29Q: 3 clusters Score -391479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -391480.718750 Penalty: 4001.616699
	Iteration 30Q: 3 clusters Score -391480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391481.281250 Penalty: 4001.616699
	Iteration 31Q: 3 clusters Score -391481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391481.281250 Penalty: 4001.616699
	Iteration 32F: 3 clusters Score -391481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139067.937500 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139067.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139366.046875 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -139457.156250 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139457.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139511.281250 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139511.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139544.812500 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139560.562500 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139577.015625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139592.687500 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139605.218750 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139618.828125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139633.765625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -139633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139646.421875 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -139646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139661.312500 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -139661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139678.453125 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -139678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139687.062500 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -139687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139690.140625 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -139690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139691.843750 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -139691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139700.093750 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -139700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139709.953125 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -139710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139714.734375 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -139714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139715.781250 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -139715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139716.046875 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -139716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139716.046875 Penalty: 3498.578369
	Iteration 22F: 3 clusters Score -139716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -490104.125000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -490104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -486086.812500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -486086.8 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -487023.593750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -487023.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -487325.593750 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -487325.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -487584.218750 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -487584.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -487915.281250 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -487915.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -488285.906250 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -488285.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -488656.875000 Penalty: 4137.575684
	Iteration 6F: 3 clusters Score -488656.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -489024.281250 Penalty: 4137.575684
	Iteration 7F: 3 clusters Score -489024.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -489287.906250 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -489287.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -489436.000000 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -489436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -489519.218750 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -489519.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -489581.500000 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -489581.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -489624.750000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -489624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -489646.843750 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -489646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -489656.781250 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -489656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -489659.343750 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -489659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -489661.687500 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -489661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -489664.375000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -489664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489663.843750 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -489663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -489664.500000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -489664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -489664.500000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -489664.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33102.867188 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -33102.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31868.623047 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -31868.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32114.818359 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -32114.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32225.875000 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -32225.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32285.773438 Penalty: 2888.230713
	Iteration 3Q: 3 clusters Score -32285.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32292.527344 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -32292.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32294.130859 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -32294.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32294.130859 Penalty: 2888.230713
	Iteration 6F: 3 clusters Score -32294.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Entering Unmasked Estep 
Score: -2270095.250000 Penalty: 2437.546875
	Iteration 0F: 2 clusters Score -2270095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2257003.000000 Penalty: 4875.093750
	Iteration 0F: 3 clusters Score -2257003 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2261391.000000 Penalty: 4875.093750
	Iteration 1F: 3 clusters Score -2261391 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2261812.250000 Penalty: 4875.093750
	Iteration 2F: 3 clusters Score -2261812 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2262219.500000 Penalty: 4875.093750
	Iteration 3F: 3 clusters Score -2262220 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2262611.000000 Penalty: 4875.093750
	Iteration 4Q: 3 clusters Score -2262611 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2263006.750000 Penalty: 4875.093750
	Iteration 5Q: 3 clusters Score -2263007 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2263443.750000 Penalty: 4875.093750
	Iteration 6Q: 3 clusters Score -2263444 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2263928.000000 Penalty: 4875.093750
	Iteration 7Q: 3 clusters Score -2263928 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2264501.750000 Penalty: 4875.093750
	Iteration 8F: 3 clusters Score -2264502 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2265067.250000 Penalty: 4875.093750
	Iteration 9Q: 3 clusters Score -2265067 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2265664.750000 Penalty: 4875.093750
	Iteration 10Q: 3 clusters Score -2265665 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2266238.500000 Penalty: 4875.093750
	Iteration 11Q: 3 clusters Score -2266238 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2266686.750000 Penalty: 4875.093750
	Iteration 12Q: 3 clusters Score -2266687 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2267047.000000 Penalty: 4875.093750
	Iteration 13Q: 3 clusters Score -2267047 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2267344.000000 Penalty: 4875.093750
	Iteration 14Q: 3 clusters Score -2267344 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2267560.500000 Penalty: 4875.093750
	Iteration 15Q: 3 clusters Score -2267560 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2267688.500000 Penalty: 4875.093750
	Iteration 16Q: 3 clusters Score -2267688 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2267770.500000 Penalty: 4875.093750
	Iteration 17Q: 3 clusters Score -2267770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2267831.250000 Penalty: 4875.093750
	Iteration 18Q: 3 clusters Score -2267831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2267879.750000 Penalty: 4875.093750
	Iteration 19Q: 3 clusters Score -2267880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2267911.250000 Penalty: 4875.093750
	Iteration 20F: 3 clusters Score -2267911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2267945.000000 Penalty: 4875.093750
	Iteration 21Q: 3 clusters Score -2267945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2267987.000000 Penalty: 4875.093750
	Iteration 22Q: 3 clusters Score -2267987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2268014.250000 Penalty: 4875.093750
	Iteration 23Q: 3 clusters Score -2268014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2268031.750000 Penalty: 4875.093750
	Iteration 24Q: 3 clusters Score -2268032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2268043.250000 Penalty: 4875.093750
	Iteration 25Q: 3 clusters Score -2268043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2268052.250000 Penalty: 4875.093750
	Iteration 26Q: 3 clusters Score -2268052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2268061.500000 Penalty: 4875.093750
	Iteration 27Q: 3 clusters Score -2268062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2268067.250000 Penalty: 4875.093750
	Iteration 28Q: 3 clusters Score -2268067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2268071.750000 Penalty: 4875.093750
	Iteration 29Q: 3 clusters Score -2268072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2268076.250000 Penalty: 4875.093750
	Iteration 30Q: 3 clusters Score -2268076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2268081.000000 Penalty: 4875.093750
	Iteration 31Q: 3 clusters Score -2268081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2268083.500000 Penalty: 4875.093750
	Iteration 32Q: 3 clusters Score -2268084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2268086.000000 Penalty: 4875.093750
	Iteration 33Q: 3 clusters Score -2268086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2268087.500000 Penalty: 4875.093750
	Iteration 34Q: 3 clusters Score -2268088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2268090.750000 Penalty: 4875.093750
	Iteration 35Q: 3 clusters Score -2268091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2268094.500000 Penalty: 4875.093750
	Iteration 36Q: 3 clusters Score -2268094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2268098.500000 Penalty: 4875.093750
	Iteration 37Q: 3 clusters Score -2268098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2268098.750000 Penalty: 4875.093750
	Iteration 38Q: 3 clusters Score -2268099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2268097.750000 Penalty: 4875.093750
	Iteration 39Q: 3 clusters Score -2268098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2268097.250000 Penalty: 4875.093750
	Iteration 40F: 3 clusters Score -2268097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2268103.500000 Penalty: 4875.093750
	Iteration 41Q: 3 clusters Score -2268104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2268105.500000 Penalty: 4875.093750
	Iteration 42Q: 3 clusters Score -2268106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2268107.000000 Penalty: 4875.093750
	Iteration 43Q: 3 clusters Score -2268107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2268101.500000 Penalty: 4875.093750
	Iteration 44Q: 3 clusters Score -2268102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2268101.500000 Penalty: 4875.093750
	Iteration 45F: 3 clusters Score -2268102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -654406.937500 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -654406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -649923.937500 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -649923.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -650951.812500 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -650951.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -651126.937500 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -651126.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -651222.875000 Penalty: 4219.843262
	Iteration 3Q: 3 clusters Score -651222.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -651285.937500 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -651285.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -651317.937500 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -651317.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -651342.250000 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -651342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -651365.687500 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -651365.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -651387.187500 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -651387.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -651404.750000 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -651404.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -651420.437500 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -651420.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -651444.875000 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -651444.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -651462.812500 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -651462.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -651481.250000 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -651481.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -651494.375000 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -651494.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -651505.000000 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -651505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -651514.000000 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -651514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -651524.625000 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -651524.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -651532.875000 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -651532.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -651541.062500 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -651541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -651553.000000 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -651553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -651571.250000 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -651571.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -651588.062500 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -651588.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -651607.937500 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -651607.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -651622.687500 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -651622.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -651642.312500 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -651642.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -651660.687500 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -651660.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -651679.250000 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -651679.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -651697.250000 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -651697.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -651717.937500 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -651717.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -651738.125000 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -651738.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -651760.937500 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -651760.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -651784.687500 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -651784.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -651808.062500 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -651808.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -651824.937500 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -651824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -651843.187500 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -651843.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -651867.312500 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -651867.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -651892.875000 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -651892.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -651925.250000 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -651925.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -651962.125000 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -651962.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -652003.312500 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -652003.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -652036.125000 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -652036.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -652069.687500 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -652069.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -652102.937500 Penalty: 4219.843262
	Iteration 43Q: 3 clusters Score -652102.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -652130.125000 Penalty: 4219.843262
	Iteration 44Q: 3 clusters Score -652130.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -652157.875000 Penalty: 4219.843262
	Iteration 45Q: 3 clusters Score -652157.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -652179.375000 Penalty: 4219.843262
	Iteration 46Q: 3 clusters Score -652179.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -652210.875000 Penalty: 4219.843262
	Iteration 47Q: 3 clusters Score -652210.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -652254.500000 Penalty: 4219.843262
	Iteration 48Q: 3 clusters Score -652254.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -652298.562500 Penalty: 4219.843262
	Iteration 49Q: 3 clusters Score -652298.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -652346.062500 Penalty: 4219.843262
	Iteration 50Q: 3 clusters Score -652346.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -652393.312500 Penalty: 4219.843262
	Iteration 51Q: 3 clusters Score -652393.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -652438.500000 Penalty: 4219.843262
	Iteration 52Q: 3 clusters Score -652438.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -652463.562500 Penalty: 4219.843262
	Iteration 53Q: 3 clusters Score -652463.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -652476.812500 Penalty: 4219.843262
	Iteration 54Q: 3 clusters Score -652476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -652487.250000 Penalty: 4219.843262
	Iteration 55Q: 3 clusters Score -652487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -652492.687500 Penalty: 4219.843262
	Iteration 56Q: 3 clusters Score -652492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -652498.125000 Penalty: 4219.843262
	Iteration 57Q: 3 clusters Score -652498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -652502.125000 Penalty: 4219.843262
	Iteration 58Q: 3 clusters Score -652502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -652509.312500 Penalty: 4219.843262
	Iteration 59Q: 3 clusters Score -652509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -652514.187500 Penalty: 4219.843262
	Iteration 60F: 3 clusters Score -652514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -652513.812500 Penalty: 4219.843262
	Iteration 61Q: 3 clusters Score -652513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -652517.312500 Penalty: 4219.843262
	Iteration 62Q: 3 clusters Score -652517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -652519.812500 Penalty: 4219.843262
	Iteration 63Q: 3 clusters Score -652519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -652524.000000 Penalty: 4219.843262
	Iteration 64Q: 3 clusters Score -652524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -652525.000000 Penalty: 4219.843262
	Iteration 65Q: 3 clusters Score -652525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -652526.625000 Penalty: 4219.843262
	Iteration 66Q: 3 clusters Score -652526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -652528.250000 Penalty: 4219.843262
	Iteration 67Q: 3 clusters Score -652528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -652529.062500 Penalty: 4219.843262
	Iteration 68Q: 3 clusters Score -652529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -652533.250000 Penalty: 4219.843262
	Iteration 69Q: 3 clusters Score -652533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -652536.687500 Penalty: 4219.843262
	Iteration 70Q: 3 clusters Score -652536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -652538.250000 Penalty: 4219.843262
	Iteration 71Q: 3 clusters Score -652538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -652539.562500 Penalty: 4219.843262
	Iteration 72Q: 3 clusters Score -652539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -652541.125000 Penalty: 4219.843262
	Iteration 73Q: 3 clusters Score -652541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -652545.437500 Penalty: 4219.843262
	Iteration 74Q: 3 clusters Score -652545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -652544.250000 Penalty: 4219.843262
	Iteration 75Q: 3 clusters Score -652544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -652544.250000 Penalty: 4219.843262
	Iteration 76F: 3 clusters Score -652544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -390103.281250 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -390103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -386799.312500 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -386799.3 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -387511.250000 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -387511.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -387640.531250 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -387640.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -387703.625000 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -387703.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -387737.562500 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -387737.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -387762.656250 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -387762.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -387778.750000 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -387778.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -387795.156250 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -387795.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -387810.625000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -387810.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -387824.000000 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -387824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -387839.750000 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -387839.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -387856.781250 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -387856.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -387875.531250 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -387875.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -387888.750000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -387888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -387898.937500 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -387898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -387904.375000 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -387904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -387911.531250 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -387911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -387920.531250 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -387920.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -387929.156250 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -387929.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -387937.125000 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -387937.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -387947.093750 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -387947.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -387953.500000 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -387953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -387955.125000 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -387955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -387962.343750 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -387962.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -387969.093750 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -387969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -387978.656250 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -387978.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -387989.968750 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -387990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -387996.187500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -387996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -388003.781250 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -388003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -388010.687500 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -388010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388016.500000 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -388016.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388022.812500 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -388022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388025.593750 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -388025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388028.656250 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -388028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -388030.312500 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -388030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388032.812500 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -388032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -388035.218750 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -388035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -388036.312500 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -388036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388036.125000 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -388036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388037.343750 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -388037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -388037.937500 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -388037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388038.937500 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -388038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -388039.156250 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -388039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -388039.156250 Penalty: 3989.975586
	Iteration 43F: 3 clusters Score -388039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -132732.640625 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -132732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131059.226562 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -131059.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131620.953125 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -131621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132074.937500 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -132074.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132476.171875 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -132476.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132632.906250 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -132632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132669.140625 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -132669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -132693.250000 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -132693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132711.984375 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -132712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132728.890625 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -132728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -132729.484375 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -132729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132739.890625 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -132739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132750.828125 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -132750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132739.968750 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -132740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132736.765625 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -132736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132760.453125 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -132760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132756.109375 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -132756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132757.343750 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -132757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132758.015625 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -132758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132765.171875 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -132765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132757.625000 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -132757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132764.390625 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -132764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132766.500000 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -132766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132766.500000 Penalty: 3360.581787
	Iteration 22F: 3 clusters Score -132766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 382 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 494 members 
Entering Unmasked Estep 
Score: -134488992.000000 Penalty: 255510.078125
Splitting cluster 25 changes total score from -134490864.000000 to -134488992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -1760886.375000 Penalty: 2370.847656
	Iteration 0F: 2 clusters Score -1760886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1750539.750000 Penalty: 4741.695312
	Iteration 0F: 3 clusters Score -1750540 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1753899.500000 Penalty: 4741.695312
	Iteration 1F: 3 clusters Score -1753900 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1754441.750000 Penalty: 4741.695312
	Iteration 2F: 3 clusters Score -1754442 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1755007.875000 Penalty: 4741.695312
	Iteration 3F: 3 clusters Score -1755008 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1755716.500000 Penalty: 4741.695312
	Iteration 4F: 3 clusters Score -1755716 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1756439.875000 Penalty: 4741.695312
	Iteration 5F: 3 clusters Score -1756440 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1757141.500000 Penalty: 4741.695312
	Iteration 6F: 3 clusters Score -1757142 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1757669.625000 Penalty: 4741.695312
	Iteration 7F: 3 clusters Score -1757670 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1758046.625000 Penalty: 4741.695312
	Iteration 8Q: 3 clusters Score -1758047 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1758266.625000 Penalty: 4741.695312
	Iteration 9Q: 3 clusters Score -1758267 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1758423.750000 Penalty: 4741.695312
	Iteration 10Q: 3 clusters Score -1758424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1758549.625000 Penalty: 4741.695312
	Iteration 11Q: 3 clusters Score -1758550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1758661.000000 Penalty: 4741.695312
	Iteration 12Q: 3 clusters Score -1758661 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1758772.750000 Penalty: 4741.695312
	Iteration 13Q: 3 clusters Score -1758773 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1758895.125000 Penalty: 4741.695312
	Iteration 14Q: 3 clusters Score -1758895 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1759014.750000 Penalty: 4741.695312
	Iteration 15Q: 3 clusters Score -1759015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1759131.000000 Penalty: 4741.695312
	Iteration 16Q: 3 clusters Score -1759131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1759199.500000 Penalty: 4741.695312
	Iteration 17Q: 3 clusters Score -1759200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1759247.500000 Penalty: 4741.695312
	Iteration 18Q: 3 clusters Score -1759248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1759274.750000 Penalty: 4741.695312
	Iteration 19Q: 3 clusters Score -1759275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1759293.000000 Penalty: 4741.695312
	Iteration 20F: 3 clusters Score -1759293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1759309.625000 Penalty: 4741.695312
	Iteration 21Q: 3 clusters Score -1759310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1759321.625000 Penalty: 4741.695312
	Iteration 22Q: 3 clusters Score -1759322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1759331.000000 Penalty: 4741.695312
	Iteration 23Q: 3 clusters Score -1759331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1759335.625000 Penalty: 4741.695312
	Iteration 24Q: 3 clusters Score -1759336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1759340.125000 Penalty: 4741.695312
	Iteration 25Q: 3 clusters Score -1759340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1759353.125000 Penalty: 4741.695312
	Iteration 26Q: 3 clusters Score -1759353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1759358.000000 Penalty: 4741.695312
	Iteration 27Q: 3 clusters Score -1759358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1759363.625000 Penalty: 4741.695312
	Iteration 28Q: 3 clusters Score -1759364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1759362.875000 Penalty: 4741.695312
	Iteration 29Q: 3 clusters Score -1759363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1759364.500000 Penalty: 4741.695312
	Iteration 30Q: 3 clusters Score -1759364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1759365.750000 Penalty: 4741.695312
	Iteration 31Q: 3 clusters Score -1759366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1759368.375000 Penalty: 4741.695312
	Iteration 32Q: 3 clusters Score -1759368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1759370.250000 Penalty: 4741.695312
	Iteration 33Q: 3 clusters Score -1759370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1759371.375000 Penalty: 4741.695312
	Iteration 34Q: 3 clusters Score -1759371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1759368.875000 Penalty: 4741.695312
	Iteration 35Q: 3 clusters Score -1759369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1759368.375000 Penalty: 4741.695312
	Iteration 36Q: 3 clusters Score -1759368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1759369.000000 Penalty: 4741.695312
	Iteration 37Q: 3 clusters Score -1759369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1759370.000000 Penalty: 4741.695312
	Iteration 38Q: 3 clusters Score -1759370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1759369.375000 Penalty: 4741.695312
	Iteration 39Q: 3 clusters Score -1759369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1759369.375000 Penalty: 4741.695312
	Iteration 40F: 3 clusters Score -1759369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Entering Unmasked Estep 
Score: -892092.875000 Penalty: 2203.211670
	Iteration 0F: 2 clusters Score -892092.9 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 3568 members 
Entering Unmasked Estep 
Score: -886198.562500 Penalty: 4406.423340
	Iteration 0F: 3 clusters Score -886198.6 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -887707.750000 Penalty: 4406.423340
	Iteration 1F: 3 clusters Score -887707.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -888033.500000 Penalty: 4406.423340
	Iteration 2F: 3 clusters Score -888033.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -888369.125000 Penalty: 4406.423340
	Iteration 3F: 3 clusters Score -888369.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -888734.687500 Penalty: 4406.423340
	Iteration 4F: 3 clusters Score -888734.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -889130.437500 Penalty: 4406.423340
	Iteration 5F: 3 clusters Score -889130.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -889467.750000 Penalty: 4406.423340
	Iteration 6F: 3 clusters Score -889467.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -889773.875000 Penalty: 4406.423340
	Iteration 7F: 3 clusters Score -889773.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -889957.875000 Penalty: 4406.423340
	Iteration 8Q: 3 clusters Score -889957.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -890063.000000 Penalty: 4406.423340
	Iteration 9Q: 3 clusters Score -890063 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -890116.125000 Penalty: 4406.423340
	Iteration 10Q: 3 clusters Score -890116.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -890146.500000 Penalty: 4406.423340
	Iteration 11Q: 3 clusters Score -890146.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -890169.312500 Penalty: 4406.423340
	Iteration 12Q: 3 clusters Score -890169.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -890183.937500 Penalty: 4406.423340
	Iteration 13Q: 3 clusters Score -890183.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -890190.187500 Penalty: 4406.423340
	Iteration 14Q: 3 clusters Score -890190.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -890200.062500 Penalty: 4406.423340
	Iteration 15Q: 3 clusters Score -890200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -890208.500000 Penalty: 4406.423340
	Iteration 16Q: 3 clusters Score -890208.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -890214.437500 Penalty: 4406.423340
	Iteration 17Q: 3 clusters Score -890214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -890219.687500 Penalty: 4406.423340
	Iteration 18Q: 3 clusters Score -890219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -890221.500000 Penalty: 4406.423340
	Iteration 19Q: 3 clusters Score -890221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -890222.375000 Penalty: 4406.423340
	Iteration 20F: 3 clusters Score -890222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -890224.062500 Penalty: 4406.423340
	Iteration 21Q: 3 clusters Score -890224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -890224.500000 Penalty: 4406.423340
	Iteration 22Q: 3 clusters Score -890224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -890228.062500 Penalty: 4406.423340
	Iteration 23Q: 3 clusters Score -890228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -890228.437500 Penalty: 4406.423340
	Iteration 24Q: 3 clusters Score -890228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -890228.562500 Penalty: 4406.423340
	Iteration 25Q: 3 clusters Score -890228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -890230.625000 Penalty: 4406.423340
	Iteration 26Q: 3 clusters Score -890230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -890230.625000 Penalty: 4406.423340
	Iteration 27Q: 3 clusters Score -890230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -890231.500000 Penalty: 4406.423340
	Iteration 28Q: 3 clusters Score -890231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -890232.125000 Penalty: 4406.423340
	Iteration 29Q: 3 clusters Score -890232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -890233.062500 Penalty: 4406.423340
	Iteration 30Q: 3 clusters Score -890233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -890232.437500 Penalty: 4406.423340
	Iteration 31Q: 3 clusters Score -890232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -890235.562500 Penalty: 4406.423340
	Iteration 32Q: 3 clusters Score -890235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -890236.062500 Penalty: 4406.423340
	Iteration 33Q: 3 clusters Score -890236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -890238.687500 Penalty: 4406.423340
	Iteration 34Q: 3 clusters Score -890238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -890235.937500 Penalty: 4406.423340
	Iteration 35Q: 3 clusters Score -890235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -890238.375000 Penalty: 4406.423340
	Iteration 36Q: 3 clusters Score -890238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -890239.812500 Penalty: 4406.423340
	Iteration 37Q: 3 clusters Score -890239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -890245.250000 Penalty: 4406.423340
	Iteration 38Q: 3 clusters Score -890245.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -890246.000000 Penalty: 4406.423340
	Iteration 39Q: 3 clusters Score -890246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -890249.187500 Penalty: 4406.423340
	Iteration 40F: 3 clusters Score -890249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -890250.000000 Penalty: 4406.423340
	Iteration 41Q: 3 clusters Score -890250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -890250.687500 Penalty: 4406.423340
	Iteration 42Q: 3 clusters Score -890250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -890250.562500 Penalty: 4406.423340
	Iteration 43Q: 3 clusters Score -890250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -890252.875000 Penalty: 4406.423340
	Iteration 44Q: 3 clusters Score -890252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -890256.062500 Penalty: 4406.423340
	Iteration 45Q: 3 clusters Score -890256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -890254.000000 Penalty: 4406.423340
	Iteration 46Q: 3 clusters Score -890254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -890254.500000 Penalty: 4406.423340
	Iteration 47Q: 3 clusters Score -890254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -890253.812500 Penalty: 4406.423340
	Iteration 48Q: 3 clusters Score -890253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -890254.437500 Penalty: 4406.423340
	Iteration 49Q: 3 clusters Score -890254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -890255.937500 Penalty: 4406.423340
	Iteration 50Q: 3 clusters Score -890255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -890254.937500 Penalty: 4406.423340
	Iteration 51Q: 3 clusters Score -890254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -890257.687500 Penalty: 4406.423340
	Iteration 52Q: 3 clusters Score -890257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -890257.500000 Penalty: 4406.423340
	Iteration 53Q: 3 clusters Score -890257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -890257.687500 Penalty: 4406.423340
	Iteration 54Q: 3 clusters Score -890257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -890258.250000 Penalty: 4406.423340
	Iteration 55Q: 3 clusters Score -890258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -890257.375000 Penalty: 4406.423340
	Iteration 56Q: 3 clusters Score -890257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -890257.187500 Penalty: 4406.423340
	Iteration 57Q: 3 clusters Score -890257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -890256.937500 Penalty: 4406.423340
	Iteration 58Q: 3 clusters Score -890256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -890257.375000 Penalty: 4406.423340
	Iteration 59Q: 3 clusters Score -890257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -890256.187500 Penalty: 4406.423340
	Iteration 60F: 3 clusters Score -890256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -890260.562500 Penalty: 4406.423340
	Iteration 61Q: 3 clusters Score -890260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -890260.687500 Penalty: 4406.423340
	Iteration 62Q: 3 clusters Score -890260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -890262.125000 Penalty: 4406.423340
	Iteration 63Q: 3 clusters Score -890262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -890261.937500 Penalty: 4406.423340
	Iteration 64Q: 3 clusters Score -890261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -890261.875000 Penalty: 4406.423340
	Iteration 65Q: 3 clusters Score -890261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -890261.187500 Penalty: 4406.423340
	Iteration 66Q: 3 clusters Score -890261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -890260.625000 Penalty: 4406.423340
	Iteration 67Q: 3 clusters Score -890260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -890261.687500 Penalty: 4406.423340
	Iteration 68Q: 3 clusters Score -890261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -890261.687500 Penalty: 4406.423340
	Iteration 69F: 3 clusters Score -890261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -930221.687500 Penalty: 2213.116699
	Iteration 0F: 2 clusters Score -930221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -924109.187500 Penalty: 4426.233398
	Iteration 0F: 3 clusters Score -924109.2 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -925752.312500 Penalty: 4426.233398
	Iteration 1F: 3 clusters Score -925752.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -926076.250000 Penalty: 4426.233398
	Iteration 2F: 3 clusters Score -926076.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -926345.937500 Penalty: 4426.233398
	Iteration 3F: 3 clusters Score -926345.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -926582.687500 Penalty: 4426.233398
	Iteration 4F: 3 clusters Score -926582.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -926809.000000 Penalty: 4426.233398
	Iteration 5Q: 3 clusters Score -926809 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -927063.875000 Penalty: 4426.233398
	Iteration 6Q: 3 clusters Score -927063.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -927326.875000 Penalty: 4426.233398
	Iteration 7Q: 3 clusters Score -927326.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -927580.812500 Penalty: 4426.233398
	Iteration 8Q: 3 clusters Score -927580.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -927804.375000 Penalty: 4426.233398
	Iteration 9Q: 3 clusters Score -927804.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -927985.125000 Penalty: 4426.233398
	Iteration 10Q: 3 clusters Score -927985.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -928106.500000 Penalty: 4426.233398
	Iteration 11Q: 3 clusters Score -928106.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -928208.750000 Penalty: 4426.233398
	Iteration 12Q: 3 clusters Score -928208.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -928299.000000 Penalty: 4426.233398
	Iteration 13Q: 3 clusters Score -928299 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -928388.812500 Penalty: 4426.233398
	Iteration 14Q: 3 clusters Score -928388.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -928464.312500 Penalty: 4426.233398
	Iteration 15Q: 3 clusters Score -928464.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -928517.000000 Penalty: 4426.233398
	Iteration 16Q: 3 clusters Score -928517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -928563.187500 Penalty: 4426.233398
	Iteration 17Q: 3 clusters Score -928563.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -928598.562500 Penalty: 4426.233398
	Iteration 18Q: 3 clusters Score -928598.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -928623.375000 Penalty: 4426.233398
	Iteration 19Q: 3 clusters Score -928623.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -928649.187500 Penalty: 4426.233398
	Iteration 20F: 3 clusters Score -928649.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -928669.500000 Penalty: 4426.233398
	Iteration 21Q: 3 clusters Score -928669.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -928681.562500 Penalty: 4426.233398
	Iteration 22Q: 3 clusters Score -928681.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -928697.687500 Penalty: 4426.233398
	Iteration 23Q: 3 clusters Score -928697.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -928707.500000 Penalty: 4426.233398
	Iteration 24Q: 3 clusters Score -928707.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -928717.187500 Penalty: 4426.233398
	Iteration 25Q: 3 clusters Score -928717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -928725.812500 Penalty: 4426.233398
	Iteration 26Q: 3 clusters Score -928725.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -928735.875000 Penalty: 4426.233398
	Iteration 27Q: 3 clusters Score -928735.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -928746.937500 Penalty: 4426.233398
	Iteration 28Q: 3 clusters Score -928746.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -928756.000000 Penalty: 4426.233398
	Iteration 29Q: 3 clusters Score -928756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -928761.375000 Penalty: 4426.233398
	Iteration 30Q: 3 clusters Score -928761.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -928767.187500 Penalty: 4426.233398
	Iteration 31Q: 3 clusters Score -928767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -928772.875000 Penalty: 4426.233398
	Iteration 32Q: 3 clusters Score -928772.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -928780.125000 Penalty: 4426.233398
	Iteration 33Q: 3 clusters Score -928780.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -928785.437500 Penalty: 4426.233398
	Iteration 34Q: 3 clusters Score -928785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -928788.000000 Penalty: 4426.233398
	Iteration 35Q: 3 clusters Score -928788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -928793.812500 Penalty: 4426.233398
	Iteration 36Q: 3 clusters Score -928793.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -928799.187500 Penalty: 4426.233398
	Iteration 37Q: 3 clusters Score -928799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -928805.000000 Penalty: 4426.233398
	Iteration 38Q: 3 clusters Score -928805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -928805.562500 Penalty: 4426.233398
	Iteration 39Q: 3 clusters Score -928805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -928805.750000 Penalty: 4426.233398
	Iteration 40F: 3 clusters Score -928805.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -928813.062500 Penalty: 4426.233398
	Iteration 41Q: 3 clusters Score -928813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -928819.187500 Penalty: 4426.233398
	Iteration 42Q: 3 clusters Score -928819.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -928826.187500 Penalty: 4426.233398
	Iteration 43Q: 3 clusters Score -928826.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -928836.062500 Penalty: 4426.233398
	Iteration 44Q: 3 clusters Score -928836.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -928847.812500 Penalty: 4426.233398
	Iteration 45Q: 3 clusters Score -928847.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -928860.312500 Penalty: 4426.233398
	Iteration 46Q: 3 clusters Score -928860.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -928873.437500 Penalty: 4426.233398
	Iteration 47Q: 3 clusters Score -928873.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -928884.500000 Penalty: 4426.233398
	Iteration 48Q: 3 clusters Score -928884.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -928904.875000 Penalty: 4426.233398
	Iteration 49Q: 3 clusters Score -928904.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -928935.125000 Penalty: 4426.233398
	Iteration 50Q: 3 clusters Score -928935.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -928994.500000 Penalty: 4426.233398
	Iteration 51Q: 3 clusters Score -928994.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -929123.062500 Penalty: 4426.233398
	Iteration 52Q: 3 clusters Score -929123.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -929291.750000 Penalty: 4426.233398
	Iteration 53Q: 3 clusters Score -929291.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -929386.812500 Penalty: 4426.233398
	Iteration 54Q: 3 clusters Score -929386.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -929475.750000 Penalty: 4426.233398
	Iteration 55Q: 3 clusters Score -929475.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -929516.812500 Penalty: 4426.233398
	Iteration 56Q: 3 clusters Score -929516.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -929537.750000 Penalty: 4426.233398
	Iteration 57Q: 3 clusters Score -929537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -929546.437500 Penalty: 4426.233398
	Iteration 58Q: 3 clusters Score -929546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -929549.125000 Penalty: 4426.233398
	Iteration 59Q: 3 clusters Score -929549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -929554.125000 Penalty: 4426.233398
	Iteration 60F: 3 clusters Score -929554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -929557.687500 Penalty: 4426.233398
	Iteration 61Q: 3 clusters Score -929557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -929558.500000 Penalty: 4426.233398
	Iteration 62Q: 3 clusters Score -929558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -929561.000000 Penalty: 4426.233398
	Iteration 63Q: 3 clusters Score -929561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -929562.000000 Penalty: 4426.233398
	Iteration 64Q: 3 clusters Score -929562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -929561.625000 Penalty: 4426.233398
	Iteration 65Q: 3 clusters Score -929561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -929563.625000 Penalty: 4426.233398
	Iteration 66Q: 3 clusters Score -929563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -929562.437500 Penalty: 4426.233398
	Iteration 67Q: 3 clusters Score -929562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -929564.375000 Penalty: 4426.233398
	Iteration 68Q: 3 clusters Score -929564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -929563.812500 Penalty: 4426.233398
	Iteration 69Q: 3 clusters Score -929563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -929567.187500 Penalty: 4426.233398
	Iteration 70Q: 3 clusters Score -929567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -929567.750000 Penalty: 4426.233398
	Iteration 71Q: 3 clusters Score -929567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -929569.437500 Penalty: 4426.233398
	Iteration 72Q: 3 clusters Score -929569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -929569.375000 Penalty: 4426.233398
	Iteration 73Q: 3 clusters Score -929569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -929567.937500 Penalty: 4426.233398
	Iteration 74Q: 3 clusters Score -929567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -929567.937500 Penalty: 4426.233398
	Iteration 75F: 3 clusters Score -929567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Entering Unmasked Estep 
Score: -2045029.250000 Penalty: 2409.017090
	Iteration 0F: 2 clusters Score -2045029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2033164.750000 Penalty: 4818.034180
	Iteration 0F: 3 clusters Score -2033165 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2037097.000000 Penalty: 4818.034180
	Iteration 1F: 3 clusters Score -2037097 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2037504.750000 Penalty: 4818.034180
	Iteration 2F: 3 clusters Score -2037505 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2037853.250000 Penalty: 4818.034180
	Iteration 3Q: 3 clusters Score -2037853 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2038179.875000 Penalty: 4818.034180
	Iteration 4Q: 3 clusters Score -2038180 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2038531.375000 Penalty: 4818.034180
	Iteration 5Q: 3 clusters Score -2038531 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2038942.250000 Penalty: 4818.034180
	Iteration 6Q: 3 clusters Score -2038942 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2039458.875000 Penalty: 4818.034180
	Iteration 7Q: 3 clusters Score -2039459 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2040024.875000 Penalty: 4818.034180
	Iteration 8F: 3 clusters Score -2040025 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2040575.625000 Penalty: 4818.034180
	Iteration 9F: 3 clusters Score -2040576 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2041142.375000 Penalty: 4818.034180
	Iteration 10F: 3 clusters Score -2041142 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2041645.500000 Penalty: 4818.034180
	Iteration 11Q: 3 clusters Score -2041646 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2042076.625000 Penalty: 4818.034180
	Iteration 12Q: 3 clusters Score -2042077 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2042486.750000 Penalty: 4818.034180
	Iteration 13Q: 3 clusters Score -2042487 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2042798.500000 Penalty: 4818.034180
	Iteration 14Q: 3 clusters Score -2042798 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2042983.500000 Penalty: 4818.034180
	Iteration 15Q: 3 clusters Score -2042984 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2043118.000000 Penalty: 4818.034180
	Iteration 16Q: 3 clusters Score -2043118 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2043226.125000 Penalty: 4818.034180
	Iteration 17Q: 3 clusters Score -2043226 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2043315.750000 Penalty: 4818.034180
	Iteration 18Q: 3 clusters Score -2043316 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2043359.000000 Penalty: 4818.034180
	Iteration 19Q: 3 clusters Score -2043359 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2043411.000000 Penalty: 4818.034180
	Iteration 20F: 3 clusters Score -2043411 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2043445.625000 Penalty: 4818.034180
	Iteration 21Q: 3 clusters Score -2043446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2043472.875000 Penalty: 4818.034180
	Iteration 22Q: 3 clusters Score -2043473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2043494.125000 Penalty: 4818.034180
	Iteration 23Q: 3 clusters Score -2043494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2043510.000000 Penalty: 4818.034180
	Iteration 24Q: 3 clusters Score -2043510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2043533.875000 Penalty: 4818.034180
	Iteration 25Q: 3 clusters Score -2043534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2043551.125000 Penalty: 4818.034180
	Iteration 26Q: 3 clusters Score -2043551 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2043564.375000 Penalty: 4818.034180
	Iteration 27Q: 3 clusters Score -2043564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2043576.500000 Penalty: 4818.034180
	Iteration 28Q: 3 clusters Score -2043576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2043585.375000 Penalty: 4818.034180
	Iteration 29Q: 3 clusters Score -2043585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2043592.375000 Penalty: 4818.034180
	Iteration 30Q: 3 clusters Score -2043592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2043596.125000 Penalty: 4818.034180
	Iteration 31Q: 3 clusters Score -2043596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2043612.500000 Penalty: 4818.034180
	Iteration 32Q: 3 clusters Score -2043612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2043627.375000 Penalty: 4818.034180
	Iteration 33Q: 3 clusters Score -2043627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2043629.500000 Penalty: 4818.034180
	Iteration 34Q: 3 clusters Score -2043630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2043635.250000 Penalty: 4818.034180
	Iteration 35Q: 3 clusters Score -2043635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2043641.250000 Penalty: 4818.034180
	Iteration 36Q: 3 clusters Score -2043641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2043644.750000 Penalty: 4818.034180
	Iteration 37Q: 3 clusters Score -2043645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2043652.750000 Penalty: 4818.034180
	Iteration 38Q: 3 clusters Score -2043653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2043651.250000 Penalty: 4818.034180
	Iteration 39Q: 3 clusters Score -2043651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2043657.625000 Penalty: 4818.034180
	Iteration 40F: 3 clusters Score -2043658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2043655.375000 Penalty: 4818.034180
	Iteration 41Q: 3 clusters Score -2043655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2043658.875000 Penalty: 4818.034180
	Iteration 42Q: 3 clusters Score -2043659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2043660.375000 Penalty: 4818.034180
	Iteration 43Q: 3 clusters Score -2043660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2043659.875000 Penalty: 4818.034180
	Iteration 44Q: 3 clusters Score -2043660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2043660.875000 Penalty: 4818.034180
	Iteration 45Q: 3 clusters Score -2043661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2043663.250000 Penalty: 4818.034180
	Iteration 46Q: 3 clusters Score -2043663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2043663.625000 Penalty: 4818.034180
	Iteration 47Q: 3 clusters Score -2043664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2043665.750000 Penalty: 4818.034180
	Iteration 48Q: 3 clusters Score -2043666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2043664.375000 Penalty: 4818.034180
	Iteration 49Q: 3 clusters Score -2043664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2043665.500000 Penalty: 4818.034180
	Iteration 50Q: 3 clusters Score -2043666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2043663.875000 Penalty: 4818.034180
	Iteration 51Q: 3 clusters Score -2043664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2043665.750000 Penalty: 4818.034180
	Iteration 52Q: 3 clusters Score -2043666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2043665.750000 Penalty: 4818.034180
	Iteration 53F: 3 clusters Score -2043666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 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 109 members 
Entering Unmasked Estep 
Score: -22218.759766 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22218.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22327.427734 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22327.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22346.625000 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -22346.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22347.431641 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22347.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22347.431641 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -22347.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Entering Unmasked Estep 
Score: -3034780.500000 Penalty: 2503.133545
	Iteration 0F: 2 clusters Score -3034780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3017935.250000 Penalty: 5006.267090
	Iteration 0F: 3 clusters Score -3017935 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3023632.500000 Penalty: 5006.267090
	Iteration 1F: 3 clusters Score -3023632 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3024073.000000 Penalty: 5006.267090
	Iteration 2F: 3 clusters Score -3024073 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3024439.500000 Penalty: 5006.267090
	Iteration 3Q: 3 clusters Score -3024440 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3024779.250000 Penalty: 5006.267090
	Iteration 4Q: 3 clusters Score -3024779 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3025123.250000 Penalty: 5006.267090
	Iteration 5Q: 3 clusters Score -3025123 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3025446.750000 Penalty: 5006.267090
	Iteration 6Q: 3 clusters Score -3025447 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3025773.250000 Penalty: 5006.267090
	Iteration 7Q: 3 clusters Score -3025773 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3026131.250000 Penalty: 5006.267090
	Iteration 8Q: 3 clusters Score -3026131 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3026581.250000 Penalty: 5006.267090
	Iteration 9Q: 3 clusters Score -3026581 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3027100.000000 Penalty: 5006.267090
	Iteration 10Q: 3 clusters Score -3027100 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3027685.000000 Penalty: 5006.267090
	Iteration 11Q: 3 clusters Score -3027685 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3028386.000000 Penalty: 5006.267090
	Iteration 12Q: 3 clusters Score -3028386 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3029138.250000 Penalty: 5006.267090
	Iteration 13Q: 3 clusters Score -3029138 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3029814.000000 Penalty: 5006.267090
	Iteration 14Q: 3 clusters Score -3029814 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3030335.000000 Penalty: 5006.267090
	Iteration 15Q: 3 clusters Score -3030335 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3030695.000000 Penalty: 5006.267090
	Iteration 16Q: 3 clusters Score -3030695 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3030954.000000 Penalty: 5006.267090
	Iteration 17Q: 3 clusters Score -3030954 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3031146.000000 Penalty: 5006.267090
	Iteration 18Q: 3 clusters Score -3031146 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3031312.000000 Penalty: 5006.267090
	Iteration 19Q: 3 clusters Score -3031312 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3031431.250000 Penalty: 5006.267090
	Iteration 20F: 3 clusters Score -3031431 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3031534.000000 Penalty: 5006.267090
	Iteration 21Q: 3 clusters Score -3031534 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3031635.500000 Penalty: 5006.267090
	Iteration 22Q: 3 clusters Score -3031636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3031722.250000 Penalty: 5006.267090
	Iteration 23Q: 3 clusters Score -3031722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3031794.250000 Penalty: 5006.267090
	Iteration 24Q: 3 clusters Score -3031794 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3031860.000000 Penalty: 5006.267090
	Iteration 25Q: 3 clusters Score -3031860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3031925.000000 Penalty: 5006.267090
	Iteration 26Q: 3 clusters Score -3031925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3031985.000000 Penalty: 5006.267090
	Iteration 27Q: 3 clusters Score -3031985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3032039.500000 Penalty: 5006.267090
	Iteration 28Q: 3 clusters Score -3032040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3032097.000000 Penalty: 5006.267090
	Iteration 29Q: 3 clusters Score -3032097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3032147.250000 Penalty: 5006.267090
	Iteration 30Q: 3 clusters Score -3032147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3032170.750000 Penalty: 5006.267090
	Iteration 31Q: 3 clusters Score -3032171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3032213.500000 Penalty: 5006.267090
	Iteration 32Q: 3 clusters Score -3032214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3032254.250000 Penalty: 5006.267090
	Iteration 33Q: 3 clusters Score -3032254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3032285.750000 Penalty: 5006.267090
	Iteration 34Q: 3 clusters Score -3032286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3032319.500000 Penalty: 5006.267090
	Iteration 35Q: 3 clusters Score -3032320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3032353.750000 Penalty: 5006.267090
	Iteration 36Q: 3 clusters Score -3032354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3032389.500000 Penalty: 5006.267090
	Iteration 37Q: 3 clusters Score -3032390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3032425.000000 Penalty: 5006.267090
	Iteration 38Q: 3 clusters Score -3032425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3032447.750000 Penalty: 5006.267090
	Iteration 39Q: 3 clusters Score -3032448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3032470.250000 Penalty: 5006.267090
	Iteration 40F: 3 clusters Score -3032470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3032488.500000 Penalty: 5006.267090
	Iteration 41Q: 3 clusters Score -3032488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3032510.500000 Penalty: 5006.267090
	Iteration 42Q: 3 clusters Score -3032510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3032521.250000 Penalty: 5006.267090
	Iteration 43Q: 3 clusters Score -3032521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3032531.500000 Penalty: 5006.267090
	Iteration 44Q: 3 clusters Score -3032532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3032530.000000 Penalty: 5006.267090
	Iteration 45Q: 3 clusters Score -3032530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3032544.500000 Penalty: 5006.267090
	Iteration 46Q: 3 clusters Score -3032544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3032554.750000 Penalty: 5006.267090
	Iteration 47Q: 3 clusters Score -3032555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3032554.750000 Penalty: 5006.267090
	Iteration 48Q: 3 clusters Score -3032555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3032563.250000 Penalty: 5006.267090
	Iteration 49Q: 3 clusters Score -3032563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3032560.250000 Penalty: 5006.267090
	Iteration 50Q: 3 clusters Score -3032560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3032564.750000 Penalty: 5006.267090
	Iteration 51Q: 3 clusters Score -3032565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3032562.750000 Penalty: 5006.267090
	Iteration 52Q: 3 clusters Score -3032563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3032572.250000 Penalty: 5006.267090
	Iteration 53Q: 3 clusters Score -3032572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3032571.750000 Penalty: 5006.267090
	Iteration 54Q: 3 clusters Score -3032572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3032573.750000 Penalty: 5006.267090
	Iteration 55Q: 3 clusters Score -3032574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3032574.000000 Penalty: 5006.267090
	Iteration 56Q: 3 clusters Score -3032574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3032577.500000 Penalty: 5006.267090
	Iteration 57Q: 3 clusters Score -3032578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3032580.000000 Penalty: 5006.267090
	Iteration 58Q: 3 clusters Score -3032580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3032587.500000 Penalty: 5006.267090
	Iteration 59Q: 3 clusters Score -3032588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3032594.750000 Penalty: 5006.267090
	Iteration 60F: 3 clusters Score -3032595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3032594.750000 Penalty: 5006.267090
	Iteration 61Q: 3 clusters Score -3032595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3032601.750000 Penalty: 5006.267090
	Iteration 62Q: 3 clusters Score -3032602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3032604.500000 Penalty: 5006.267090
	Iteration 63Q: 3 clusters Score -3032604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3032604.500000 Penalty: 5006.267090
	Iteration 64Q: 3 clusters Score -3032604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3032605.750000 Penalty: 5006.267090
	Iteration 65Q: 3 clusters Score -3032606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3032606.750000 Penalty: 5006.267090
	Iteration 66Q: 3 clusters Score -3032607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3032609.500000 Penalty: 5006.267090
	Iteration 67Q: 3 clusters Score -3032610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3032612.250000 Penalty: 5006.267090
	Iteration 68Q: 3 clusters Score -3032612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3032613.000000 Penalty: 5006.267090
	Iteration 69Q: 3 clusters Score -3032613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3032620.000000 Penalty: 5006.267090
	Iteration 70Q: 3 clusters Score -3032620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3032620.750000 Penalty: 5006.267090
	Iteration 71Q: 3 clusters Score -3032621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3032622.250000 Penalty: 5006.267090
	Iteration 72Q: 3 clusters Score -3032622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3032619.750000 Penalty: 5006.267090
	Iteration 73Q: 3 clusters Score -3032620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3032622.750000 Penalty: 5006.267090
	Iteration 74Q: 3 clusters Score -3032623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3032620.750000 Penalty: 5006.267090
	Iteration 75Q: 3 clusters Score -3032621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3032620.750000 Penalty: 5006.267090
	Iteration 76F: 3 clusters Score -3032621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -670792.000000 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -670792 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 2796 members 
Entering Unmasked Estep 
Score: -665969.812500 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -665969.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -667546.000000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -667546 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -668247.687500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -668247.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -668971.812500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -668971.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -669643.750000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -669643.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -670146.437500 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -670146.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -670459.625000 Penalty: 4281.270020
	Iteration 6F: 3 clusters Score -670459.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -670652.000000 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -670652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -670759.250000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -670759.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -670849.250000 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -670849.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -670951.875000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -670951.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -671074.312500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -671074.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -671215.062500 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -671215.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -671306.062500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -671306.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -671358.437500 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -671358.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -671402.687500 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -671402.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -671437.125000 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -671437.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -671455.937500 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -671455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -671473.562500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -671473.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -671494.375000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -671494.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -671520.375000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -671520.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -671549.687500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -671549.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -671573.687500 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -671573.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -671599.375000 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -671599.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -671632.812500 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -671632.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -671680.250000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -671680.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -671714.000000 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -671714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -671755.625000 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -671755.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -671781.875000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -671781.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -671806.062500 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -671806.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -671829.437500 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -671829.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -671848.187500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -671848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -671859.187500 Penalty: 4281.270020
	Iteration 32Q: 3 clusters Score -671859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -671864.562500 Penalty: 4281.270020
	Iteration 33Q: 3 clusters Score -671864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -671866.250000 Penalty: 4281.270020
	Iteration 34Q: 3 clusters Score -671866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -671866.000000 Penalty: 4281.270020
	Iteration 35Q: 3 clusters Score -671866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -671866.312500 Penalty: 4281.270020
	Iteration 36Q: 3 clusters Score -671866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -671866.312500 Penalty: 4281.270020
	Iteration 37F: 3 clusters Score -671866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 3247 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 2359 members 
Entering Unmasked Estep 
Score: -134490544.000000 Penalty: 255510.078125
Splitting cluster 32 changes total score from -134490864.000000 to -134490544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Entering Unmasked Estep 
Score: -1147263.750000 Penalty: 2292.863525
	Iteration 0F: 2 clusters Score -1147264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1139299.750000 Penalty: 4585.727051
	Iteration 0F: 3 clusters Score -1139300 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1141893.625000 Penalty: 4585.727051
	Iteration 1F: 3 clusters Score -1141894 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1142621.625000 Penalty: 4585.727051
	Iteration 2F: 3 clusters Score -1142622 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1143358.500000 Penalty: 4585.727051
	Iteration 3F: 3 clusters Score -1143358 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1144003.750000 Penalty: 4585.727051
	Iteration 4F: 3 clusters Score -1144004 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1144519.000000 Penalty: 4585.727051
	Iteration 5F: 3 clusters Score -1144519 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1144921.375000 Penalty: 4585.727051
	Iteration 6F: 3 clusters Score -1144921 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1145159.125000 Penalty: 4585.727051
	Iteration 7Q: 3 clusters Score -1145159 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1145305.000000 Penalty: 4585.727051
	Iteration 8Q: 3 clusters Score -1145305 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1145405.375000 Penalty: 4585.727051
	Iteration 9Q: 3 clusters Score -1145405 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1145469.250000 Penalty: 4585.727051
	Iteration 10Q: 3 clusters Score -1145469 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1145510.625000 Penalty: 4585.727051
	Iteration 11Q: 3 clusters Score -1145511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1145543.500000 Penalty: 4585.727051
	Iteration 12Q: 3 clusters Score -1145544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1145570.875000 Penalty: 4585.727051
	Iteration 13Q: 3 clusters Score -1145571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1145590.375000 Penalty: 4585.727051
	Iteration 14Q: 3 clusters Score -1145590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1145605.000000 Penalty: 4585.727051
	Iteration 15Q: 3 clusters Score -1145605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1145614.500000 Penalty: 4585.727051
	Iteration 16Q: 3 clusters Score -1145614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1145627.000000 Penalty: 4585.727051
	Iteration 17Q: 3 clusters Score -1145627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1145632.750000 Penalty: 4585.727051
	Iteration 18Q: 3 clusters Score -1145633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1145635.375000 Penalty: 4585.727051
	Iteration 19Q: 3 clusters Score -1145635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1145644.375000 Penalty: 4585.727051
	Iteration 20F: 3 clusters Score -1145644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1145647.125000 Penalty: 4585.727051
	Iteration 21Q: 3 clusters Score -1145647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1145649.250000 Penalty: 4585.727051
	Iteration 22Q: 3 clusters Score -1145649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1145655.500000 Penalty: 4585.727051
	Iteration 23Q: 3 clusters Score -1145656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1145659.750000 Penalty: 4585.727051
	Iteration 24Q: 3 clusters Score -1145660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1145662.750000 Penalty: 4585.727051
	Iteration 25Q: 3 clusters Score -1145663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1145664.375000 Penalty: 4585.727051
	Iteration 26Q: 3 clusters Score -1145664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1145669.250000 Penalty: 4585.727051
	Iteration 27Q: 3 clusters Score -1145669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1145672.375000 Penalty: 4585.727051
	Iteration 28Q: 3 clusters Score -1145672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1145675.750000 Penalty: 4585.727051
	Iteration 29Q: 3 clusters Score -1145676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1145675.125000 Penalty: 4585.727051
	Iteration 30Q: 3 clusters Score -1145675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1145681.750000 Penalty: 4585.727051
	Iteration 31Q: 3 clusters Score -1145682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1145682.625000 Penalty: 4585.727051
	Iteration 32Q: 3 clusters Score -1145683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1145684.250000 Penalty: 4585.727051
	Iteration 33Q: 3 clusters Score -1145684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1145684.375000 Penalty: 4585.727051
	Iteration 34Q: 3 clusters Score -1145684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1145687.500000 Penalty: 4585.727051
	Iteration 35Q: 3 clusters Score -1145688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1145689.375000 Penalty: 4585.727051
	Iteration 36Q: 3 clusters Score -1145689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1145691.250000 Penalty: 4585.727051
	Iteration 37Q: 3 clusters Score -1145691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1145692.000000 Penalty: 4585.727051
	Iteration 38Q: 3 clusters Score -1145692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1145693.875000 Penalty: 4585.727051
	Iteration 39Q: 3 clusters Score -1145694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1145697.875000 Penalty: 4585.727051
	Iteration 40F: 3 clusters Score -1145698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1145700.375000 Penalty: 4585.727051
	Iteration 41Q: 3 clusters Score -1145700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1145696.500000 Penalty: 4585.727051
	Iteration 42Q: 3 clusters Score -1145696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1145697.625000 Penalty: 4585.727051
	Iteration 43Q: 3 clusters Score -1145698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1145697.125000 Penalty: 4585.727051
	Iteration 44Q: 3 clusters Score -1145697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1145696.500000 Penalty: 4585.727051
	Iteration 45Q: 3 clusters Score -1145696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1145702.375000 Penalty: 4585.727051
	Iteration 46Q: 3 clusters Score -1145702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1145704.500000 Penalty: 4585.727051
	Iteration 47Q: 3 clusters Score -1145704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1145702.750000 Penalty: 4585.727051
	Iteration 48Q: 3 clusters Score -1145703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1145707.625000 Penalty: 4585.727051
	Iteration 49Q: 3 clusters Score -1145708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1145707.500000 Penalty: 4585.727051
	Iteration 50Q: 3 clusters Score -1145708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1145707.500000 Penalty: 4585.727051
	Iteration 51Q: 3 clusters Score -1145708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1145708.000000 Penalty: 4585.727051
	Iteration 52Q: 3 clusters Score -1145708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1145708.500000 Penalty: 4585.727051
	Iteration 53Q: 3 clusters Score -1145708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1145707.625000 Penalty: 4585.727051
	Iteration 54Q: 3 clusters Score -1145708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1145708.125000 Penalty: 4585.727051
	Iteration 55Q: 3 clusters Score -1145708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1145710.000000 Penalty: 4585.727051
	Iteration 56Q: 3 clusters Score -1145710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1145710.000000 Penalty: 4585.727051
	Iteration 57Q: 3 clusters Score -1145710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1145710.500000 Penalty: 4585.727051
	Iteration 58Q: 3 clusters Score -1145710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1145712.000000 Penalty: 4585.727051
	Iteration 59Q: 3 clusters Score -1145712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1145713.750000 Penalty: 4585.727051
	Iteration 60F: 3 clusters Score -1145714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1145713.000000 Penalty: 4585.727051
	Iteration 61Q: 3 clusters Score -1145713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1145716.375000 Penalty: 4585.727051
	Iteration 62Q: 3 clusters Score -1145716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1145715.625000 Penalty: 4585.727051
	Iteration 63Q: 3 clusters Score -1145716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1145714.625000 Penalty: 4585.727051
	Iteration 64Q: 3 clusters Score -1145715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1145719.500000 Penalty: 4585.727051
	Iteration 65Q: 3 clusters Score -1145720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1145717.750000 Penalty: 4585.727051
	Iteration 66Q: 3 clusters Score -1145718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1145721.500000 Penalty: 4585.727051
	Iteration 67Q: 3 clusters Score -1145722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1145727.625000 Penalty: 4585.727051
	Iteration 68Q: 3 clusters Score -1145728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1145734.375000 Penalty: 4585.727051
	Iteration 69Q: 3 clusters Score -1145734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1145740.000000 Penalty: 4585.727051
	Iteration 70Q: 3 clusters Score -1145740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1145750.625000 Penalty: 4585.727051
	Iteration 71Q: 3 clusters Score -1145751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1145756.250000 Penalty: 4585.727051
	Iteration 72Q: 3 clusters Score -1145756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1145765.875000 Penalty: 4585.727051
	Iteration 73Q: 3 clusters Score -1145766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1145770.250000 Penalty: 4585.727051
	Iteration 74Q: 3 clusters Score -1145770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1145777.250000 Penalty: 4585.727051
	Iteration 75Q: 3 clusters Score -1145777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1145776.375000 Penalty: 4585.727051
	Iteration 76Q: 3 clusters Score -1145776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1145789.250000 Penalty: 4585.727051
	Iteration 77Q: 3 clusters Score -1145789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1145799.625000 Penalty: 4585.727051
	Iteration 78Q: 3 clusters Score -1145800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1145805.125000 Penalty: 4585.727051
	Iteration 79Q: 3 clusters Score -1145805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1145815.250000 Penalty: 4585.727051
	Iteration 80F: 3 clusters Score -1145815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1145817.000000 Penalty: 4585.727051
	Iteration 81Q: 3 clusters Score -1145817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1145825.000000 Penalty: 4585.727051
	Iteration 82Q: 3 clusters Score -1145825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1145828.625000 Penalty: 4585.727051
	Iteration 83Q: 3 clusters Score -1145829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1145830.375000 Penalty: 4585.727051
	Iteration 84Q: 3 clusters Score -1145830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1145839.250000 Penalty: 4585.727051
	Iteration 85Q: 3 clusters Score -1145839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1145838.125000 Penalty: 4585.727051
	Iteration 86Q: 3 clusters Score -1145838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1145843.125000 Penalty: 4585.727051
	Iteration 87Q: 3 clusters Score -1145843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1145845.500000 Penalty: 4585.727051
	Iteration 88Q: 3 clusters Score -1145846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1145845.125000 Penalty: 4585.727051
	Iteration 89Q: 3 clusters Score -1145845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1145849.000000 Penalty: 4585.727051
	Iteration 90Q: 3 clusters Score -1145849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1145851.625000 Penalty: 4585.727051
	Iteration 91Q: 3 clusters Score -1145852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1145857.250000 Penalty: 4585.727051
	Iteration 92Q: 3 clusters Score -1145857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1145866.125000 Penalty: 4585.727051
	Iteration 93Q: 3 clusters Score -1145866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1145867.250000 Penalty: 4585.727051
	Iteration 94Q: 3 clusters Score -1145867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1145878.500000 Penalty: 4585.727051
	Iteration 95Q: 3 clusters Score -1145878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1145886.375000 Penalty: 4585.727051
	Iteration 96Q: 3 clusters Score -1145886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1145898.500000 Penalty: 4585.727051
	Iteration 97Q: 3 clusters Score -1145898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1145911.125000 Penalty: 4585.727051
	Iteration 98Q: 3 clusters Score -1145911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1145919.375000 Penalty: 4585.727051
	Iteration 99Q: 3 clusters Score -1145919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1145929.625000 Penalty: 4585.727051
	Iteration 100F: 3 clusters Score -1145930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1145940.750000 Penalty: 4585.727051
	Iteration 101Q: 3 clusters Score -1145941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1145952.625000 Penalty: 4585.727051
	Iteration 102Q: 3 clusters Score -1145953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1145961.500000 Penalty: 4585.727051
	Iteration 103Q: 3 clusters Score -1145962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1145970.875000 Penalty: 4585.727051
	Iteration 104Q: 3 clusters Score -1145971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1145980.125000 Penalty: 4585.727051
	Iteration 105Q: 3 clusters Score -1145980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1145985.875000 Penalty: 4585.727051
	Iteration 106Q: 3 clusters Score -1145986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1145992.500000 Penalty: 4585.727051
	Iteration 107Q: 3 clusters Score -1145992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1146004.125000 Penalty: 4585.727051
	Iteration 108Q: 3 clusters Score -1146004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1146013.625000 Penalty: 4585.727051
	Iteration 109Q: 3 clusters Score -1146014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1146024.125000 Penalty: 4585.727051
	Iteration 110Q: 3 clusters Score -1146024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1146034.500000 Penalty: 4585.727051
	Iteration 111Q: 3 clusters Score -1146034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1146045.875000 Penalty: 4585.727051
	Iteration 112Q: 3 clusters Score -1146046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1146060.500000 Penalty: 4585.727051
	Iteration 113Q: 3 clusters Score -1146060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1146074.375000 Penalty: 4585.727051
	Iteration 114Q: 3 clusters Score -1146074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1146091.125000 Penalty: 4585.727051
	Iteration 115Q: 3 clusters Score -1146091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1146102.125000 Penalty: 4585.727051
	Iteration 116Q: 3 clusters Score -1146102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1146120.625000 Penalty: 4585.727051
	Iteration 117Q: 3 clusters Score -1146121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1146137.625000 Penalty: 4585.727051
	Iteration 118Q: 3 clusters Score -1146138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1146157.750000 Penalty: 4585.727051
	Iteration 119Q: 3 clusters Score -1146158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1146180.250000 Penalty: 4585.727051
	Iteration 120F: 3 clusters Score -1146180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1146195.875000 Penalty: 4585.727051
	Iteration 121Q: 3 clusters Score -1146196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1146210.125000 Penalty: 4585.727051
	Iteration 122Q: 3 clusters Score -1146210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1146228.250000 Penalty: 4585.727051
	Iteration 123Q: 3 clusters Score -1146228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1146242.125000 Penalty: 4585.727051
	Iteration 124Q: 3 clusters Score -1146242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1146259.375000 Penalty: 4585.727051
	Iteration 125Q: 3 clusters Score -1146259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1146272.125000 Penalty: 4585.727051
	Iteration 126Q: 3 clusters Score -1146272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1146281.250000 Penalty: 4585.727051
	Iteration 127Q: 3 clusters Score -1146281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1146292.625000 Penalty: 4585.727051
	Iteration 128Q: 3 clusters Score -1146293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1146302.250000 Penalty: 4585.727051
	Iteration 129Q: 3 clusters Score -1146302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1146310.875000 Penalty: 4585.727051
	Iteration 130Q: 3 clusters Score -1146311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1146316.250000 Penalty: 4585.727051
	Iteration 131Q: 3 clusters Score -1146316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1146326.000000 Penalty: 4585.727051
	Iteration 132Q: 3 clusters Score -1146326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1146336.000000 Penalty: 4585.727051
	Iteration 133Q: 3 clusters Score -1146336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1146341.250000 Penalty: 4585.727051
	Iteration 134Q: 3 clusters Score -1146341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1146347.875000 Penalty: 4585.727051
	Iteration 135Q: 3 clusters Score -1146348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1146359.000000 Penalty: 4585.727051
	Iteration 136Q: 3 clusters Score -1146359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1146370.250000 Penalty: 4585.727051
	Iteration 137Q: 3 clusters Score -1146370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1146378.875000 Penalty: 4585.727051
	Iteration 138Q: 3 clusters Score -1146379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1146378.625000 Penalty: 4585.727051
	Iteration 139Q: 3 clusters Score -1146379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1146382.500000 Penalty: 4585.727051
	Iteration 140F: 3 clusters Score -1146382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1146383.875000 Penalty: 4585.727051
	Iteration 141Q: 3 clusters Score -1146384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1146381.625000 Penalty: 4585.727051
	Iteration 142Q: 3 clusters Score -1146382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1146381.625000 Penalty: 4585.727051
	Iteration 143F: 3 clusters Score -1146382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1488022.250000 Penalty: 2332.522217
	Iteration 0F: 2 clusters Score -1488022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1479019.875000 Penalty: 4665.044434
	Iteration 0F: 3 clusters Score -1479020 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1481914.875000 Penalty: 4665.044434
	Iteration 1F: 3 clusters Score -1481915 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1482517.125000 Penalty: 4665.044434
	Iteration 2F: 3 clusters Score -1482517 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1483177.750000 Penalty: 4665.044434
	Iteration 3F: 3 clusters Score -1483178 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1483878.875000 Penalty: 4665.044434
	Iteration 4F: 3 clusters Score -1483879 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1484601.000000 Penalty: 4665.044434
	Iteration 5F: 3 clusters Score -1484601 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1485222.250000 Penalty: 4665.044434
	Iteration 6F: 3 clusters Score -1485222 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1485794.000000 Penalty: 4665.044434
	Iteration 7F: 3 clusters Score -1485794 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1486386.125000 Penalty: 4665.044434
	Iteration 8Q: 3 clusters Score -1486386 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1487198.250000 Penalty: 4665.044434
	Iteration 9F: 3 clusters Score -1487198 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1488074.875000 Penalty: 4665.044434
	Iteration 10F: 3 clusters Score -1488075 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1488776.500000 Penalty: 4665.044434
	Iteration 11Q: 3 clusters Score -1488776 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1489062.750000 Penalty: 4665.044434
	Iteration 12Q: 3 clusters Score -1489063 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1489141.750000 Penalty: 4665.044434
	Iteration 13Q: 3 clusters Score -1489142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1489159.750000 Penalty: 4665.044434
	Iteration 14Q: 3 clusters Score -1489160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1489166.500000 Penalty: 4665.044434
	Iteration 15Q: 3 clusters Score -1489166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1489167.875000 Penalty: 4665.044434
	Iteration 16Q: 3 clusters Score -1489168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1489173.625000 Penalty: 4665.044434
	Iteration 17Q: 3 clusters Score -1489174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1489169.500000 Penalty: 4665.044434
	Iteration 18Q: 3 clusters Score -1489170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1489170.875000 Penalty: 4665.044434
	Iteration 19Q: 3 clusters Score -1489171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1489170.875000 Penalty: 4665.044434
	Iteration 20F: 3 clusters Score -1489171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1489172.375000 Penalty: 4665.044434
	Iteration 21Q: 3 clusters Score -1489172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1489171.750000 Penalty: 4665.044434
	Iteration 22Q: 3 clusters Score -1489172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1489171.750000 Penalty: 4665.044434
	Iteration 23F: 3 clusters Score -1489172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 7350 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 4803 members 
Entering Unmasked Estep 
Score: -134490544.000000 Penalty: 255510.078125
Splitting cluster 34 changes total score from -134490864.000000 to -134490544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -138363.437500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -138363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136283.562500 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -136283.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136592.859375 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -136592.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136756.312500 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -136756.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136856.859375 Penalty: 3515.022217
	Iteration 3F: 3 clusters Score -136856.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136929.421875 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -136929.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137001.109375 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -137001.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137059.453125 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -137059.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137136.015625 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -137136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137195.828125 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -137195.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137233.109375 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -137233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137253.406250 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -137253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -137274.531250 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -137274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137281.250000 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -137281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -137283.125000 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -137283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137285.890625 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -137285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137289.687500 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -137289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137291.312500 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -137291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137291.312500 Penalty: 3515.022217
	Iteration 17F: 3 clusters Score -137291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 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 1669 members 
Entering Unmasked Estep 
Score: -409744.125000 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409744.1 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -410464.656250 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410464.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410646.187500 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410646.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -410746.531250 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410746.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -410804.156250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410804.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -410845.625000 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410845.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -410887.781250 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -410887.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -410929.000000 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -410929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -410963.093750 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -410963.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410988.500000 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -410988.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411013.281250 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -411013.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -411027.843750 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -411027.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -411039.437500 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -411039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -411049.531250 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -411058.375000 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411058.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -411070.500000 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411070.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -411086.031250 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -411096.718750 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411096.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411110.812500 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411121.500000 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411121.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -411129.812500 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -411134.468750 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -411136.843750 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -411139.468750 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -411140.437500 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -411143.250000 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -411144.468750 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411145.937500 Penalty: 4020.382080
	Iteration 27Q: 3 clusters Score -411145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -411147.000000 Penalty: 4020.382080
	Iteration 28Q: 3 clusters Score -411147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411147.218750 Penalty: 4020.382080
	Iteration 29Q: 3 clusters Score -411147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411148.875000 Penalty: 4020.382080
	Iteration 30Q: 3 clusters Score -411148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411149.000000 Penalty: 4020.382080
	Iteration 31Q: 3 clusters Score -411149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411149.875000 Penalty: 4020.382080
	Iteration 32Q: 3 clusters Score -411149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411149.875000 Penalty: 4020.382080
	Iteration 33F: 3 clusters Score -411149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -177866.937500 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -177866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -175448.515625 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -175448.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -176003.843750 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -176003.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176301.859375 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -176301.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176534.218750 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -176534.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -176723.781250 Penalty: 3716.408936
	Iteration 4F: 3 clusters Score -176723.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -176856.109375 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -176856.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176933.656250 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -176933.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -176992.781250 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -176992.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -177027.156250 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -177027.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -177062.296875 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -177062.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177107.812500 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -177107.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -177147.734375 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -177147.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177202.546875 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -177202.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177273.468750 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -177273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -177331.875000 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -177331.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -177358.234375 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -177358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -177382.203125 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -177382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177410.593750 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -177410.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -177430.171875 Penalty: 3716.408936
	Iteration 18Q: 3 clusters Score -177430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177447.703125 Penalty: 3716.408936
	Iteration 19Q: 3 clusters Score -177447.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177461.640625 Penalty: 3716.408936
	Iteration 20F: 3 clusters Score -177461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -177470.859375 Penalty: 3716.408936
	Iteration 21Q: 3 clusters Score -177470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177478.671875 Penalty: 3716.408936
	Iteration 22Q: 3 clusters Score -177478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -177479.343750 Penalty: 3716.408936
	Iteration 23Q: 3 clusters Score -177479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -177480.078125 Penalty: 3716.408936
	Iteration 24Q: 3 clusters Score -177480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -177480.078125 Penalty: 3716.408936
	Iteration 25F: 3 clusters Score -177480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -513740.968750 Penalty: 2072.774658
	Iteration 0F: 2 clusters Score -513741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -509673.750000 Penalty: 4145.549316
	Iteration 0F: 3 clusters Score -509673.8 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -510596.218750 Penalty: 4145.549316
	Iteration 1F: 3 clusters Score -510596.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -510837.937500 Penalty: 4145.549316
	Iteration 2F: 3 clusters Score -510837.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -511005.062500 Penalty: 4145.549316
	Iteration 3F: 3 clusters Score -511005.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -511154.281250 Penalty: 4145.549316
	Iteration 4Q: 3 clusters Score -511154.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -511309.000000 Penalty: 4145.549316
	Iteration 5Q: 3 clusters Score -511309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -511432.656250 Penalty: 4145.549316
	Iteration 6Q: 3 clusters Score -511432.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -511557.250000 Penalty: 4145.549316
	Iteration 7Q: 3 clusters Score -511557.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -511655.531250 Penalty: 4145.549316
	Iteration 8Q: 3 clusters Score -511655.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -511735.187500 Penalty: 4145.549316
	Iteration 9Q: 3 clusters Score -511735.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -511801.843750 Penalty: 4145.549316
	Iteration 10Q: 3 clusters Score -511801.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -511855.968750 Penalty: 4145.549316
	Iteration 11Q: 3 clusters Score -511856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -511900.031250 Penalty: 4145.549316
	Iteration 12Q: 3 clusters Score -511900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -511933.250000 Penalty: 4145.549316
	Iteration 13Q: 3 clusters Score -511933.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -511952.312500 Penalty: 4145.549316
	Iteration 14Q: 3 clusters Score -511952.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -511966.656250 Penalty: 4145.549316
	Iteration 15Q: 3 clusters Score -511966.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -511980.718750 Penalty: 4145.549316
	Iteration 16Q: 3 clusters Score -511980.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -511995.718750 Penalty: 4145.549316
	Iteration 17Q: 3 clusters Score -511995.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -512005.625000 Penalty: 4145.549316
	Iteration 18Q: 3 clusters Score -512005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -512013.062500 Penalty: 4145.549316
	Iteration 19Q: 3 clusters Score -512013.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -512022.125000 Penalty: 4145.549316
	Iteration 20F: 3 clusters Score -512022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -512030.500000 Penalty: 4145.549316
	Iteration 21Q: 3 clusters Score -512030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -512033.031250 Penalty: 4145.549316
	Iteration 22Q: 3 clusters Score -512033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -512033.687500 Penalty: 4145.549316
	Iteration 23Q: 3 clusters Score -512033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -512035.093750 Penalty: 4145.549316
	Iteration 24Q: 3 clusters Score -512035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -512037.687500 Penalty: 4145.549316
	Iteration 25Q: 3 clusters Score -512037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -512041.750000 Penalty: 4145.549316
	Iteration 26Q: 3 clusters Score -512041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -512046.468750 Penalty: 4145.549316
	Iteration 27Q: 3 clusters Score -512046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -512046.656250 Penalty: 4145.549316
	Iteration 28Q: 3 clusters Score -512046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -512047.125000 Penalty: 4145.549316
	Iteration 29Q: 3 clusters Score -512047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -512047.125000 Penalty: 4145.549316
	Iteration 30F: 3 clusters Score -512047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -877373.062500 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -877373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -871452.812500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -871452.8 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -872999.562500 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -872999.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -873323.062500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -873323.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -873679.375000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -873679.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -874132.812500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -874132.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -874803.250000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -874803.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -875590.750000 Penalty: 4403.527344
	Iteration 6F: 3 clusters Score -875590.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -876276.375000 Penalty: 4403.527344
	Iteration 7F: 3 clusters Score -876276.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -876731.312500 Penalty: 4403.527344
	Iteration 8F: 3 clusters Score -876731.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -877045.250000 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -877045.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -877237.937500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -877237.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -877374.875000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -877374.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -877496.687500 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -877496.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -877618.500000 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -877618.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -877725.687500 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -877725.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -877787.375000 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -877787.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -877831.687500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -877831.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -877864.750000 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -877864.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -877880.937500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -877880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -877891.312500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -877891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -877899.125000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -877899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -877904.000000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -877904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -877910.812500 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -877910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -877915.312500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -877915.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -877915.750000 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -877915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -877916.375000 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -877916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -877918.062500 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -877918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -877919.437500 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -877919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -877922.312500 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -877922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -877924.625000 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -877924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -877927.125000 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -877927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -877925.437500 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -877925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -877925.937500 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -877925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -877927.500000 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -877927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -877926.187500 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -877926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -877927.250000 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -877927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -877927.250000 Penalty: 4403.527344
	Iteration 36F: 3 clusters Score -877927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 5145 members 
Entering Unmasked Estep 
Score: -134490272.000000 Penalty: 255510.078125
Splitting cluster 39 changes total score from -134490864.000000 to -134490272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -163912.984375 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -163913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161705.125000 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -161705.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162017.390625 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -162017.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -162129.734375 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -162129.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162204.187500 Penalty: 3592.427734
	Iteration 3Q: 3 clusters Score -162204.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162252.218750 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -162252.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162289.312500 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -162289.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162324.718750 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -162324.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -162362.843750 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -162362.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162393.578125 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -162393.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -162434.203125 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -162434.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -162470.890625 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -162470.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -162502.656250 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -162502.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -162531.609375 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -162531.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -162558.515625 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -162558.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -162584.687500 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -162584.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162605.156250 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -162605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -162624.609375 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -162624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -162634.781250 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -162634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162642.515625 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -162642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162653.359375 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -162653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162665.593750 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -162665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -162684.515625 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -162684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -162705.046875 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -162705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -162722.218750 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -162722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -162733.234375 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -162733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162744.125000 Penalty: 3592.427734
	Iteration 25Q: 3 clusters Score -162744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162756.656250 Penalty: 3592.427734
	Iteration 26Q: 3 clusters Score -162756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162762.562500 Penalty: 3592.427734
	Iteration 27Q: 3 clusters Score -162762.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -162771.968750 Penalty: 3592.427734
	Iteration 28Q: 3 clusters Score -162772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162778.953125 Penalty: 3592.427734
	Iteration 29Q: 3 clusters Score -162779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -162781.156250 Penalty: 3592.427734
	Iteration 30Q: 3 clusters Score -162781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162781.546875 Penalty: 3592.427734
	Iteration 31Q: 3 clusters Score -162781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162781.546875 Penalty: 3592.427734
	Iteration 32F: 3 clusters Score -162781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -114204.593750 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -114204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112487.484375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -112487.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112783.250000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -112783.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112971.382812 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -112971.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113115.648438 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -113115.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113260.093750 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -113260.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113392.234375 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -113392.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113525.882812 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -113525.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -113679.179688 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -113679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113774.937500 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -113774.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113833.187500 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -113833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113863.156250 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -113863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113888.789062 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -113888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113898.601562 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -113898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113915.882812 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -113915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113932.429688 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -113932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113943.382812 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -113943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113945.093750 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -113945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113947.078125 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -113947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113947.078125 Penalty: 3267.424805
	Iteration 18F: 3 clusters Score -113947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Entering Unmasked Estep 
Score: -8308555.000000 Penalty: 2754.610596
	Iteration 0F: 2 clusters Score -8308555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -8263959.000000 Penalty: 5509.221191
	Iteration 0F: 3 clusters Score -8263959 nChanged 31029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8281812.000000 Penalty: 5509.221191
	Iteration 1F: 3 clusters Score -8281812 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -8282848.000000 Penalty: 5509.221191
	Iteration 2Q: 3 clusters Score -8282848 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8284289.000000 Penalty: 5509.221191
	Iteration 3F: 3 clusters Score -8284289 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -8286274.000000 Penalty: 5509.221191
	Iteration 4F: 3 clusters Score -8286274 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8289071.000000 Penalty: 5509.221191
	Iteration 5F: 3 clusters Score -8289071 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -8292555.500000 Penalty: 5509.221191
	Iteration 6F: 3 clusters Score -8292556 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -8296244.000000 Penalty: 5509.221191
	Iteration 7F: 3 clusters Score -8296244 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -8299562.000000 Penalty: 5509.221191
	Iteration 8F: 3 clusters Score -8299562 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -8302210.500000 Penalty: 5509.221191
	Iteration 9Q: 3 clusters Score -8302210 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -8303904.500000 Penalty: 5509.221191
	Iteration 10Q: 3 clusters Score -8303904 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8304825.000000 Penalty: 5509.221191
	Iteration 11Q: 3 clusters Score -8304825 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -8305411.500000 Penalty: 5509.221191
	Iteration 12Q: 3 clusters Score -8305412 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -8305711.000000 Penalty: 5509.221191
	Iteration 13Q: 3 clusters Score -8305711 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -8305842.500000 Penalty: 5509.221191
	Iteration 14Q: 3 clusters Score -8305842 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -8305937.000000 Penalty: 5509.221191
	Iteration 15Q: 3 clusters Score -8305937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -8306027.500000 Penalty: 5509.221191
	Iteration 16Q: 3 clusters Score -8306028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -8306065.000000 Penalty: 5509.221191
	Iteration 17Q: 3 clusters Score -8306065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -8306127.000000 Penalty: 5509.221191
	Iteration 18Q: 3 clusters Score -8306127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -8306171.000000 Penalty: 5509.221191
	Iteration 19Q: 3 clusters Score -8306171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8306209.000000 Penalty: 5509.221191
	Iteration 20F: 3 clusters Score -8306209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -8306233.500000 Penalty: 5509.221191
	Iteration 21Q: 3 clusters Score -8306234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -8306243.500000 Penalty: 5509.221191
	Iteration 22Q: 3 clusters Score -8306244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -8306266.500000 Penalty: 5509.221191
	Iteration 23Q: 3 clusters Score -8306266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -8306284.500000 Penalty: 5509.221191
	Iteration 24Q: 3 clusters Score -8306284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -8306284.500000 Penalty: 5509.221191
	Iteration 25Q: 3 clusters Score -8306284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -8306294.000000 Penalty: 5509.221191
	Iteration 26Q: 3 clusters Score -8306294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -8306287.000000 Penalty: 5509.221191
	Iteration 27Q: 3 clusters Score -8306287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -8306294.000000 Penalty: 5509.221191
	Iteration 28Q: 3 clusters Score -8306294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -8306299.500000 Penalty: 5509.221191
	Iteration 29Q: 3 clusters Score -8306300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -8306305.000000 Penalty: 5509.221191
	Iteration 30Q: 3 clusters Score -8306305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -8306304.000000 Penalty: 5509.221191
	Iteration 31Q: 3 clusters Score -8306304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -8306302.000000 Penalty: 5509.221191
	Iteration 32Q: 3 clusters Score -8306302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -8306317.000000 Penalty: 5509.221191
	Iteration 33Q: 3 clusters Score -8306317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -8306319.500000 Penalty: 5509.221191
	Iteration 34Q: 3 clusters Score -8306320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -8306317.000000 Penalty: 5509.221191
	Iteration 35Q: 3 clusters Score -8306317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -8306332.500000 Penalty: 5509.221191
	Iteration 36Q: 3 clusters Score -8306332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -8306337.500000 Penalty: 5509.221191
	Iteration 37Q: 3 clusters Score -8306338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -8306345.000000 Penalty: 5509.221191
	Iteration 38Q: 3 clusters Score -8306345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8306345.000000 Penalty: 5509.221191
	Iteration 39Q: 3 clusters Score -8306345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -8306346.000000 Penalty: 5509.221191
	Iteration 40F: 3 clusters Score -8306346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -8306345.000000 Penalty: 5509.221191
	Iteration 41Q: 3 clusters Score -8306345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8306352.000000 Penalty: 5509.221191
	Iteration 42Q: 3 clusters Score -8306352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -8306354.000000 Penalty: 5509.221191
	Iteration 43Q: 3 clusters Score -8306354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -8306356.500000 Penalty: 5509.221191
	Iteration 44Q: 3 clusters Score -8306356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -8306356.500000 Penalty: 5509.221191
	Iteration 45F: 3 clusters Score -8306356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -1090256.750000 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -1090257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1083249.500000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -1083250 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1085244.000000 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -1085244 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1085605.250000 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -1085605 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1085833.000000 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -1085833 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1086011.250000 Penalty: 4510.193359
	Iteration 4Q: 3 clusters Score -1086011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1086149.750000 Penalty: 4510.193359
	Iteration 5Q: 3 clusters Score -1086150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1086296.625000 Penalty: 4510.193359
	Iteration 6Q: 3 clusters Score -1086297 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1086472.000000 Penalty: 4510.193359
	Iteration 7Q: 3 clusters Score -1086472 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1086701.500000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -1086702 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1086988.250000 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -1086988 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1087359.125000 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -1087359 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1087778.125000 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -1087778 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1088119.500000 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -1088120 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1088366.750000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -1088367 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1088520.250000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -1088520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1088616.625000 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -1088617 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1088682.750000 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -1088683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1088729.250000 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -1088729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1088768.000000 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -1088768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1088787.750000 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -1088788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1088804.875000 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -1088805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1088819.625000 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -1088820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1088831.000000 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -1088831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1088838.375000 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -1088838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1088848.375000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -1088848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1088857.125000 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -1088857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1088860.125000 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -1088860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1088864.875000 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -1088865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1088865.125000 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -1088865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1088870.500000 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -1088870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1088868.875000 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -1088869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1088869.500000 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -1088870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1088869.875000 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -1088870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1088869.250000 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -1088869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1088870.500000 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -1088870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1088869.500000 Penalty: 4510.193359
	Iteration 35Q: 3 clusters Score -1088870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1088869.500000 Penalty: 4510.193359
	Iteration 36F: 3 clusters Score -1088870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (18397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Entering Unmasked Estep 
Score: -2239643.500000 Penalty: 2435.345703
	Iteration 0F: 2 clusters Score -2239644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2226520.250000 Penalty: 4870.691406
	Iteration 0F: 3 clusters Score -2226520 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2230929.750000 Penalty: 4870.691406
	Iteration 1F: 3 clusters Score -2230930 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2231465.500000 Penalty: 4870.691406
	Iteration 2F: 3 clusters Score -2231466 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2232067.750000 Penalty: 4870.691406
	Iteration 3F: 3 clusters Score -2232068 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2232779.000000 Penalty: 4870.691406
	Iteration 4F: 3 clusters Score -2232779 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2233558.000000 Penalty: 4870.691406
	Iteration 5F: 3 clusters Score -2233558 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2234423.750000 Penalty: 4870.691406
	Iteration 6F: 3 clusters Score -2234424 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2235269.500000 Penalty: 4870.691406
	Iteration 7F: 3 clusters Score -2235270 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2235997.250000 Penalty: 4870.691406
	Iteration 8F: 3 clusters Score -2235997 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2236591.500000 Penalty: 4870.691406
	Iteration 9Q: 3 clusters Score -2236592 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2237050.000000 Penalty: 4870.691406
	Iteration 10Q: 3 clusters Score -2237050 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2237338.500000 Penalty: 4870.691406
	Iteration 11Q: 3 clusters Score -2237338 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2237582.750000 Penalty: 4870.691406
	Iteration 12Q: 3 clusters Score -2237583 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2237754.500000 Penalty: 4870.691406
	Iteration 13Q: 3 clusters Score -2237754 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2237883.000000 Penalty: 4870.691406
	Iteration 14Q: 3 clusters Score -2237883 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2237990.000000 Penalty: 4870.691406
	Iteration 15Q: 3 clusters Score -2237990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2238097.500000 Penalty: 4870.691406
	Iteration 16Q: 3 clusters Score -2238098 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2238204.250000 Penalty: 4870.691406
	Iteration 17Q: 3 clusters Score -2238204 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2238309.250000 Penalty: 4870.691406
	Iteration 18Q: 3 clusters Score -2238309 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2238448.750000 Penalty: 4870.691406
	Iteration 19Q: 3 clusters Score -2238449 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2238597.500000 Penalty: 4870.691406
	Iteration 20F: 3 clusters Score -2238598 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2238738.250000 Penalty: 4870.691406
	Iteration 21Q: 3 clusters Score -2238738 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2238829.500000 Penalty: 4870.691406
	Iteration 22Q: 3 clusters Score -2238830 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2238903.000000 Penalty: 4870.691406
	Iteration 23Q: 3 clusters Score -2238903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2238949.750000 Penalty: 4870.691406
	Iteration 24Q: 3 clusters Score -2238950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2238978.000000 Penalty: 4870.691406
	Iteration 25Q: 3 clusters Score -2238978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2239001.000000 Penalty: 4870.691406
	Iteration 26Q: 3 clusters Score -2239001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2239020.000000 Penalty: 4870.691406
	Iteration 27Q: 3 clusters Score -2239020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2239025.500000 Penalty: 4870.691406
	Iteration 28Q: 3 clusters Score -2239026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2239038.000000 Penalty: 4870.691406
	Iteration 29Q: 3 clusters Score -2239038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2239036.500000 Penalty: 4870.691406
	Iteration 30Q: 3 clusters Score -2239036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2239043.500000 Penalty: 4870.691406
	Iteration 31Q: 3 clusters Score -2239044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2239047.250000 Penalty: 4870.691406
	Iteration 32Q: 3 clusters Score -2239047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2239046.250000 Penalty: 4870.691406
	Iteration 33Q: 3 clusters Score -2239046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2239049.500000 Penalty: 4870.691406
	Iteration 34Q: 3 clusters Score -2239050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2239051.250000 Penalty: 4870.691406
	Iteration 35Q: 3 clusters Score -2239051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2239051.000000 Penalty: 4870.691406
	Iteration 36Q: 3 clusters Score -2239051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2239051.250000 Penalty: 4870.691406
	Iteration 37Q: 3 clusters Score -2239051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2239050.000000 Penalty: 4870.691406
	Iteration 38Q: 3 clusters Score -2239050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2239053.750000 Penalty: 4870.691406
	Iteration 39Q: 3 clusters Score -2239054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2239053.250000 Penalty: 4870.691406
	Iteration 40F: 3 clusters Score -2239053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2239054.750000 Penalty: 4870.691406
	Iteration 41Q: 3 clusters Score -2239055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2239057.750000 Penalty: 4870.691406
	Iteration 42Q: 3 clusters Score -2239058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2239055.250000 Penalty: 4870.691406
	Iteration 43Q: 3 clusters Score -2239055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2239054.750000 Penalty: 4870.691406
	Iteration 44Q: 3 clusters Score -2239055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2239056.250000 Penalty: 4870.691406
	Iteration 45Q: 3 clusters Score -2239056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2239057.750000 Penalty: 4870.691406
	Iteration 46Q: 3 clusters Score -2239058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2239054.500000 Penalty: 4870.691406
	Iteration 47Q: 3 clusters Score -2239054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2239054.750000 Penalty: 4870.691406
	Iteration 48Q: 3 clusters Score -2239055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2239055.000000 Penalty: 4870.691406
	Iteration 49Q: 3 clusters Score -2239055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2239060.000000 Penalty: 4870.691406
	Iteration 50Q: 3 clusters Score -2239060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2239060.500000 Penalty: 4870.691406
	Iteration 51Q: 3 clusters Score -2239060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2239058.000000 Penalty: 4870.691406
	Iteration 52Q: 3 clusters Score -2239058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2239062.250000 Penalty: 4870.691406
	Iteration 53Q: 3 clusters Score -2239062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2239069.500000 Penalty: 4870.691406
	Iteration 54Q: 3 clusters Score -2239070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2239072.000000 Penalty: 4870.691406
	Iteration 55Q: 3 clusters Score -2239072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2239073.250000 Penalty: 4870.691406
	Iteration 56Q: 3 clusters Score -2239073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2239075.750000 Penalty: 4870.691406
	Iteration 57Q: 3 clusters Score -2239076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2239074.250000 Penalty: 4870.691406
	Iteration 58Q: 3 clusters Score -2239074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2239084.000000 Penalty: 4870.691406
	Iteration 59Q: 3 clusters Score -2239084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2239082.000000 Penalty: 4870.691406
	Iteration 60F: 3 clusters Score -2239082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2239086.250000 Penalty: 4870.691406
	Iteration 61Q: 3 clusters Score -2239086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2239081.500000 Penalty: 4870.691406
	Iteration 62Q: 3 clusters Score -2239082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2239083.500000 Penalty: 4870.691406
	Iteration 63Q: 3 clusters Score -2239084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2239082.750000 Penalty: 4870.691406
	Iteration 64Q: 3 clusters Score -2239083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2239083.000000 Penalty: 4870.691406
	Iteration 65Q: 3 clusters Score -2239083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2239089.250000 Penalty: 4870.691406
	Iteration 66Q: 3 clusters Score -2239089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2239087.000000 Penalty: 4870.691406
	Iteration 67Q: 3 clusters Score -2239087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2239087.500000 Penalty: 4870.691406
	Iteration 68Q: 3 clusters Score -2239088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2239090.500000 Penalty: 4870.691406
	Iteration 69Q: 3 clusters Score -2239090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2239092.500000 Penalty: 4870.691406
	Iteration 70Q: 3 clusters Score -2239092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2239091.500000 Penalty: 4870.691406
	Iteration 71Q: 3 clusters Score -2239092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2239095.250000 Penalty: 4870.691406
	Iteration 72Q: 3 clusters Score -2239095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2239092.250000 Penalty: 4870.691406
	Iteration 73Q: 3 clusters Score -2239092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2239093.250000 Penalty: 4870.691406
	Iteration 74Q: 3 clusters Score -2239093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2239095.250000 Penalty: 4870.691406
	Iteration 75Q: 3 clusters Score -2239095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2239096.500000 Penalty: 4870.691406
	Iteration 76Q: 3 clusters Score -2239096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2239095.500000 Penalty: 4870.691406
	Iteration 77Q: 3 clusters Score -2239096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2239103.250000 Penalty: 4870.691406
	Iteration 78Q: 3 clusters Score -2239103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2239098.500000 Penalty: 4870.691406
	Iteration 79Q: 3 clusters Score -2239098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2239097.500000 Penalty: 4870.691406
	Iteration 80F: 3 clusters Score -2239098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2239104.000000 Penalty: 4870.691406
	Iteration 81Q: 3 clusters Score -2239104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2239100.250000 Penalty: 4870.691406
	Iteration 82Q: 3 clusters Score -2239100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2239102.000000 Penalty: 4870.691406
	Iteration 83Q: 3 clusters Score -2239102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2239109.000000 Penalty: 4870.691406
	Iteration 84Q: 3 clusters Score -2239109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2239108.750000 Penalty: 4870.691406
	Iteration 85Q: 3 clusters Score -2239109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2239114.000000 Penalty: 4870.691406
	Iteration 86Q: 3 clusters Score -2239114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2239115.250000 Penalty: 4870.691406
	Iteration 87Q: 3 clusters Score -2239115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2239120.250000 Penalty: 4870.691406
	Iteration 88Q: 3 clusters Score -2239120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2239129.250000 Penalty: 4870.691406
	Iteration 89Q: 3 clusters Score -2239129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2239131.000000 Penalty: 4870.691406
	Iteration 90Q: 3 clusters Score -2239131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2239128.000000 Penalty: 4870.691406
	Iteration 91Q: 3 clusters Score -2239128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2239123.000000 Penalty: 4870.691406
	Iteration 92Q: 3 clusters Score -2239123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2239123.000000 Penalty: 4870.691406
	Iteration 93Q: 3 clusters Score -2239123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2239129.500000 Penalty: 4870.691406
	Iteration 94Q: 3 clusters Score -2239130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2239132.000000 Penalty: 4870.691406
	Iteration 95Q: 3 clusters Score -2239132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2239128.750000 Penalty: 4870.691406
	Iteration 96Q: 3 clusters Score -2239129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2239126.750000 Penalty: 4870.691406
	Iteration 97Q: 3 clusters Score -2239127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2239132.000000 Penalty: 4870.691406
	Iteration 98Q: 3 clusters Score -2239132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2239135.250000 Penalty: 4870.691406
	Iteration 99Q: 3 clusters Score -2239135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2239135.250000 Penalty: 4870.691406
	Iteration 100F: 3 clusters Score -2239135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2239133.750000 Penalty: 4870.691406
	Iteration 101Q: 3 clusters Score -2239134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2239135.000000 Penalty: 4870.691406
	Iteration 102Q: 3 clusters Score -2239135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2239135.000000 Penalty: 4870.691406
	Iteration 103F: 3 clusters Score -2239135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Entering Unmasked Estep 
Score: -1368857.000000 Penalty: 2309.015869
	Iteration 0F: 2 clusters Score -1368857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1360504.375000 Penalty: 4618.031738
	Iteration 0F: 3 clusters Score -1360504 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1363031.750000 Penalty: 4618.031738
	Iteration 1F: 3 clusters Score -1363032 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1363473.250000 Penalty: 4618.031738
	Iteration 2F: 3 clusters Score -1363473 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1363916.625000 Penalty: 4618.031738
	Iteration 3F: 3 clusters Score -1363917 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1364336.250000 Penalty: 4618.031738
	Iteration 4F: 3 clusters Score -1364336 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1364739.000000 Penalty: 4618.031738
	Iteration 5F: 3 clusters Score -1364739 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1365114.000000 Penalty: 4618.031738
	Iteration 6F: 3 clusters Score -1365114 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1365429.750000 Penalty: 4618.031738
	Iteration 7Q: 3 clusters Score -1365430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1365693.000000 Penalty: 4618.031738
	Iteration 8Q: 3 clusters Score -1365693 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1365922.750000 Penalty: 4618.031738
	Iteration 9Q: 3 clusters Score -1365923 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1366092.375000 Penalty: 4618.031738
	Iteration 10Q: 3 clusters Score -1366092 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1366215.125000 Penalty: 4618.031738
	Iteration 11Q: 3 clusters Score -1366215 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1366317.000000 Penalty: 4618.031738
	Iteration 12Q: 3 clusters Score -1366317 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1366390.625000 Penalty: 4618.031738
	Iteration 13Q: 3 clusters Score -1366391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1366447.250000 Penalty: 4618.031738
	Iteration 14Q: 3 clusters Score -1366447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1366492.125000 Penalty: 4618.031738
	Iteration 15Q: 3 clusters Score -1366492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1366537.750000 Penalty: 4618.031738
	Iteration 16Q: 3 clusters Score -1366538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1366570.750000 Penalty: 4618.031738
	Iteration 17Q: 3 clusters Score -1366571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1366602.125000 Penalty: 4618.031738
	Iteration 18Q: 3 clusters Score -1366602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1366627.750000 Penalty: 4618.031738
	Iteration 19Q: 3 clusters Score -1366628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1366646.250000 Penalty: 4618.031738
	Iteration 20F: 3 clusters Score -1366646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1366662.125000 Penalty: 4618.031738
	Iteration 21Q: 3 clusters Score -1366662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1366672.375000 Penalty: 4618.031738
	Iteration 22Q: 3 clusters Score -1366672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1366680.875000 Penalty: 4618.031738
	Iteration 23Q: 3 clusters Score -1366681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1366688.125000 Penalty: 4618.031738
	Iteration 24Q: 3 clusters Score -1366688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1366701.500000 Penalty: 4618.031738
	Iteration 25Q: 3 clusters Score -1366702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1366707.500000 Penalty: 4618.031738
	Iteration 26Q: 3 clusters Score -1366708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1366712.250000 Penalty: 4618.031738
	Iteration 27Q: 3 clusters Score -1366712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1366719.875000 Penalty: 4618.031738
	Iteration 28Q: 3 clusters Score -1366720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1366724.250000 Penalty: 4618.031738
	Iteration 29Q: 3 clusters Score -1366724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1366729.500000 Penalty: 4618.031738
	Iteration 30Q: 3 clusters Score -1366730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1366731.250000 Penalty: 4618.031738
	Iteration 31Q: 3 clusters Score -1366731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1366739.375000 Penalty: 4618.031738
	Iteration 32Q: 3 clusters Score -1366739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1366747.000000 Penalty: 4618.031738
	Iteration 33Q: 3 clusters Score -1366747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1366747.875000 Penalty: 4618.031738
	Iteration 34Q: 3 clusters Score -1366748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1366754.750000 Penalty: 4618.031738
	Iteration 35Q: 3 clusters Score -1366755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1366760.750000 Penalty: 4618.031738
	Iteration 36Q: 3 clusters Score -1366761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1366771.875000 Penalty: 4618.031738
	Iteration 37Q: 3 clusters Score -1366772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1366784.000000 Penalty: 4618.031738
	Iteration 38Q: 3 clusters Score -1366784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1366796.375000 Penalty: 4618.031738
	Iteration 39Q: 3 clusters Score -1366796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1366806.125000 Penalty: 4618.031738
	Iteration 40F: 3 clusters Score -1366806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1366820.000000 Penalty: 4618.031738
	Iteration 41Q: 3 clusters Score -1366820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1366835.625000 Penalty: 4618.031738
	Iteration 42Q: 3 clusters Score -1366836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1366850.125000 Penalty: 4618.031738
	Iteration 43Q: 3 clusters Score -1366850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1366867.125000 Penalty: 4618.031738
	Iteration 44Q: 3 clusters Score -1366867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1366885.875000 Penalty: 4618.031738
	Iteration 45Q: 3 clusters Score -1366886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1366911.500000 Penalty: 4618.031738
	Iteration 46Q: 3 clusters Score -1366912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1366940.375000 Penalty: 4618.031738
	Iteration 47Q: 3 clusters Score -1366940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1366977.625000 Penalty: 4618.031738
	Iteration 48Q: 3 clusters Score -1366978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1367028.500000 Penalty: 4618.031738
	Iteration 49Q: 3 clusters Score -1367028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1367066.750000 Penalty: 4618.031738
	Iteration 50Q: 3 clusters Score -1367067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1367114.250000 Penalty: 4618.031738
	Iteration 51Q: 3 clusters Score -1367114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1367154.875000 Penalty: 4618.031738
	Iteration 52Q: 3 clusters Score -1367155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1367205.250000 Penalty: 4618.031738
	Iteration 53Q: 3 clusters Score -1367205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1367252.500000 Penalty: 4618.031738
	Iteration 54Q: 3 clusters Score -1367252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1367301.000000 Penalty: 4618.031738
	Iteration 55Q: 3 clusters Score -1367301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1367340.875000 Penalty: 4618.031738
	Iteration 56Q: 3 clusters Score -1367341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1367393.375000 Penalty: 4618.031738
	Iteration 57Q: 3 clusters Score -1367393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1367439.500000 Penalty: 4618.031738
	Iteration 58Q: 3 clusters Score -1367440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1367480.500000 Penalty: 4618.031738
	Iteration 59Q: 3 clusters Score -1367480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1367522.125000 Penalty: 4618.031738
	Iteration 60F: 3 clusters Score -1367522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1367556.625000 Penalty: 4618.031738
	Iteration 61Q: 3 clusters Score -1367557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1367580.750000 Penalty: 4618.031738
	Iteration 62Q: 3 clusters Score -1367581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1367615.000000 Penalty: 4618.031738
	Iteration 63Q: 3 clusters Score -1367615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1367632.000000 Penalty: 4618.031738
	Iteration 64Q: 3 clusters Score -1367632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1367653.500000 Penalty: 4618.031738
	Iteration 65Q: 3 clusters Score -1367654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1367663.875000 Penalty: 4618.031738
	Iteration 66Q: 3 clusters Score -1367664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1367679.875000 Penalty: 4618.031738
	Iteration 67Q: 3 clusters Score -1367680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1367691.000000 Penalty: 4618.031738
	Iteration 68Q: 3 clusters Score -1367691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1367698.625000 Penalty: 4618.031738
	Iteration 69Q: 3 clusters Score -1367699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1367703.000000 Penalty: 4618.031738
	Iteration 70Q: 3 clusters Score -1367703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1367709.250000 Penalty: 4618.031738
	Iteration 71Q: 3 clusters Score -1367709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1367718.875000 Penalty: 4618.031738
	Iteration 72Q: 3 clusters Score -1367719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1367727.375000 Penalty: 4618.031738
	Iteration 73Q: 3 clusters Score -1367727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1367736.375000 Penalty: 4618.031738
	Iteration 74Q: 3 clusters Score -1367736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1367744.250000 Penalty: 4618.031738
	Iteration 75Q: 3 clusters Score -1367744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1367755.875000 Penalty: 4618.031738
	Iteration 76Q: 3 clusters Score -1367756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1367758.375000 Penalty: 4618.031738
	Iteration 77Q: 3 clusters Score -1367758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1367770.125000 Penalty: 4618.031738
	Iteration 78Q: 3 clusters Score -1367770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1367772.625000 Penalty: 4618.031738
	Iteration 79Q: 3 clusters Score -1367773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1367780.375000 Penalty: 4618.031738
	Iteration 80F: 3 clusters Score -1367780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1367783.250000 Penalty: 4618.031738
	Iteration 81Q: 3 clusters Score -1367783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1367783.375000 Penalty: 4618.031738
	Iteration 82Q: 3 clusters Score -1367783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1367785.750000 Penalty: 4618.031738
	Iteration 83Q: 3 clusters Score -1367786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1367784.875000 Penalty: 4618.031738
	Iteration 84Q: 3 clusters Score -1367785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1367784.875000 Penalty: 4618.031738
	Iteration 85F: 3 clusters Score -1367785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272114.687500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -269395.593750 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269395.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -269968.000000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -269968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -270148.500000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -270148.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -270303.375000 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -270303.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270436.843750 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -270436.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -270526.187500 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -270526.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270586.437500 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -270586.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -270645.093750 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -270645.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -270688.406250 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -270688.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -270740.156250 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -270740.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -270778.937500 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -270778.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -270810.843750 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -270810.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -270846.375000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -270846.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -270882.968750 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -270883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -270907.843750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -270907.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -270924.375000 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -270924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -270933.375000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -270933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -270941.125000 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -270941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -270946.468750 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -270946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -270950.375000 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -270950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -270952.781250 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -270952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -270954.781250 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -270954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -270955.875000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -270955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -270958.500000 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -270958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -270961.187500 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -270961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -270962.500000 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -270962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -270963.656250 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -270963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -270963.656250 Penalty: 3826.479980
	Iteration 27F: 3 clusters Score -270963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1132518.250000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1132518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1124752.000000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1124752 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1127284.125000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1127284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1127817.000000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1127817 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1128262.000000 Penalty: 4576.494629
	Iteration 3F: 3 clusters Score -1128262 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1128647.125000 Penalty: 4576.494629
	Iteration 4F: 3 clusters Score -1128647 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1128962.500000 Penalty: 4576.494629
	Iteration 5F: 3 clusters Score -1128962 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1129213.375000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1129213 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1129415.375000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1129415 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1129562.625000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1129563 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1129677.250000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1129677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1129762.125000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1129762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1129842.125000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1129842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1129928.250000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1129928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1130022.875000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1130023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1130100.375000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1130100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1130172.500000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1130172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1130222.500000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1130222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1130265.875000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1130266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1130291.750000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1130292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1130316.500000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1130316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1130340.875000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1130341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1130358.875000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1130359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1130377.875000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1130378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1130393.875000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1130394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1130405.875000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1130406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1130423.125000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1130423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1130429.375000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1130429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1130442.000000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1130442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1130454.625000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1130455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1130467.000000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1130467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1130477.500000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1130478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1130490.625000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1130491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1130497.500000 Penalty: 4576.494629
	Iteration 32Q: 3 clusters Score -1130498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1130505.750000 Penalty: 4576.494629
	Iteration 33Q: 3 clusters Score -1130506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1130515.500000 Penalty: 4576.494629
	Iteration 34Q: 3 clusters Score -1130516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1130524.500000 Penalty: 4576.494629
	Iteration 35Q: 3 clusters Score -1130524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1130540.250000 Penalty: 4576.494629
	Iteration 36Q: 3 clusters Score -1130540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1130552.750000 Penalty: 4576.494629
	Iteration 37Q: 3 clusters Score -1130553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1130564.500000 Penalty: 4576.494629
	Iteration 38Q: 3 clusters Score -1130564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1130583.125000 Penalty: 4576.494629
	Iteration 39Q: 3 clusters Score -1130583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1130606.375000 Penalty: 4576.494629
	Iteration 40F: 3 clusters Score -1130606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1130623.625000 Penalty: 4576.494629
	Iteration 41Q: 3 clusters Score -1130624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1130640.000000 Penalty: 4576.494629
	Iteration 42Q: 3 clusters Score -1130640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1130646.750000 Penalty: 4576.494629
	Iteration 43Q: 3 clusters Score -1130647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1130655.250000 Penalty: 4576.494629
	Iteration 44Q: 3 clusters Score -1130655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1130659.875000 Penalty: 4576.494629
	Iteration 45Q: 3 clusters Score -1130660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1130666.125000 Penalty: 4576.494629
	Iteration 46Q: 3 clusters Score -1130666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1130672.375000 Penalty: 4576.494629
	Iteration 47Q: 3 clusters Score -1130672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1130679.375000 Penalty: 4576.494629
	Iteration 48Q: 3 clusters Score -1130679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1130683.250000 Penalty: 4576.494629
	Iteration 49Q: 3 clusters Score -1130683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1130695.500000 Penalty: 4576.494629
	Iteration 50Q: 3 clusters Score -1130696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1130707.750000 Penalty: 4576.494629
	Iteration 51Q: 3 clusters Score -1130708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1130719.875000 Penalty: 4576.494629
	Iteration 52Q: 3 clusters Score -1130720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1130724.750000 Penalty: 4576.494629
	Iteration 53Q: 3 clusters Score -1130725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1130735.500000 Penalty: 4576.494629
	Iteration 54Q: 3 clusters Score -1130736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1130741.125000 Penalty: 4576.494629
	Iteration 55Q: 3 clusters Score -1130741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1130750.000000 Penalty: 4576.494629
	Iteration 56Q: 3 clusters Score -1130750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1130762.625000 Penalty: 4576.494629
	Iteration 57Q: 3 clusters Score -1130763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1130770.875000 Penalty: 4576.494629
	Iteration 58Q: 3 clusters Score -1130771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1130778.250000 Penalty: 4576.494629
	Iteration 59Q: 3 clusters Score -1130778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1130781.000000 Penalty: 4576.494629
	Iteration 60F: 3 clusters Score -1130781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1130781.000000 Penalty: 4576.494629
	Iteration 61Q: 3 clusters Score -1130781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1130788.250000 Penalty: 4576.494629
	Iteration 62Q: 3 clusters Score -1130788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1130788.750000 Penalty: 4576.494629
	Iteration 63Q: 3 clusters Score -1130789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1130792.250000 Penalty: 4576.494629
	Iteration 64Q: 3 clusters Score -1130792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1130792.000000 Penalty: 4576.494629
	Iteration 65Q: 3 clusters Score -1130792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1130793.375000 Penalty: 4576.494629
	Iteration 66Q: 3 clusters Score -1130793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1130797.625000 Penalty: 4576.494629
	Iteration 67Q: 3 clusters Score -1130798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1130799.875000 Penalty: 4576.494629
	Iteration 68Q: 3 clusters Score -1130800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1130802.000000 Penalty: 4576.494629
	Iteration 69Q: 3 clusters Score -1130802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1130804.500000 Penalty: 4576.494629
	Iteration 70Q: 3 clusters Score -1130804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1130802.500000 Penalty: 4576.494629
	Iteration 71Q: 3 clusters Score -1130802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1130802.750000 Penalty: 4576.494629
	Iteration 72Q: 3 clusters Score -1130803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1130805.250000 Penalty: 4576.494629
	Iteration 73Q: 3 clusters Score -1130805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1130804.000000 Penalty: 4576.494629
	Iteration 74Q: 3 clusters Score -1130804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1130804.875000 Penalty: 4576.494629
	Iteration 75Q: 3 clusters Score -1130805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1130807.875000 Penalty: 4576.494629
	Iteration 76Q: 3 clusters Score -1130808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1130811.250000 Penalty: 4576.494629
	Iteration 77Q: 3 clusters Score -1130811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1130815.250000 Penalty: 4576.494629
	Iteration 78Q: 3 clusters Score -1130815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1130820.125000 Penalty: 4576.494629
	Iteration 79Q: 3 clusters Score -1130820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1130824.625000 Penalty: 4576.494629
	Iteration 80F: 3 clusters Score -1130825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1130830.375000 Penalty: 4576.494629
	Iteration 81Q: 3 clusters Score -1130830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1130834.000000 Penalty: 4576.494629
	Iteration 82Q: 3 clusters Score -1130834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1130836.125000 Penalty: 4576.494629
	Iteration 83Q: 3 clusters Score -1130836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1130837.250000 Penalty: 4576.494629
	Iteration 84Q: 3 clusters Score -1130837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1130838.625000 Penalty: 4576.494629
	Iteration 85Q: 3 clusters Score -1130839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1130838.125000 Penalty: 4576.494629
	Iteration 86Q: 3 clusters Score -1130838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1130837.500000 Penalty: 4576.494629
	Iteration 87Q: 3 clusters Score -1130838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1130839.750000 Penalty: 4576.494629
	Iteration 88Q: 3 clusters Score -1130840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1130840.875000 Penalty: 4576.494629
	Iteration 89Q: 3 clusters Score -1130841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1130839.250000 Penalty: 4576.494629
	Iteration 90Q: 3 clusters Score -1130839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1130839.250000 Penalty: 4576.494629
	Iteration 91F: 3 clusters Score -1130839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -333317.437500 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -333317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330226.531250 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -330226.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -330863.843750 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -330863.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -331058.437500 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -331058.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -331209.406250 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -331209.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331330.687500 Penalty: 3935.163330
	Iteration 4Q: 3 clusters Score -331330.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -331423.500000 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -331423.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -331505.343750 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -331505.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -331569.250000 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -331569.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -331631.031250 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -331631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -331670.156250 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -331670.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -331705.531250 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -331705.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331739.406250 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -331739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -331778.281250 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -331778.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -331820.968750 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -331821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -331858.968750 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -331859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -331891.906250 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -331891.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -331925.312500 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -331925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -331949.531250 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -331949.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -331961.062500 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -331961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -331970.656250 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -331970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -331981.218750 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -331981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -332003.812500 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -332003.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -332034.187500 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -332034.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332095.062500 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -332095.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -332155.968750 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -332156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -332215.125000 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -332215.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -332247.125000 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -332247.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -332273.906250 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -332273.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -332301.468750 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -332301.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -332329.000000 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -332329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -332364.437500 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -332364.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -332405.500000 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -332405.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -332438.718750 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -332438.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -332456.937500 Penalty: 3935.163330
	Iteration 33Q: 3 clusters Score -332456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -332469.000000 Penalty: 3935.163330
	Iteration 34Q: 3 clusters Score -332469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -332483.375000 Penalty: 3935.163330
	Iteration 35Q: 3 clusters Score -332483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -332495.531250 Penalty: 3935.163330
	Iteration 36Q: 3 clusters Score -332495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -332511.718750 Penalty: 3935.163330
	Iteration 37Q: 3 clusters Score -332511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -332520.812500 Penalty: 3935.163330
	Iteration 38Q: 3 clusters Score -332520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -332526.562500 Penalty: 3935.163330
	Iteration 39Q: 3 clusters Score -332526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -332529.312500 Penalty: 3935.163330
	Iteration 40F: 3 clusters Score -332529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -332529.937500 Penalty: 3935.163330
	Iteration 41Q: 3 clusters Score -332529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -332529.937500 Penalty: 3935.163330
	Iteration 42F: 3 clusters Score -332529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -912136.000000 Penalty: 2208.247070
	Iteration 0F: 2 clusters Score -912136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -906121.625000 Penalty: 4416.494141
	Iteration 0F: 3 clusters Score -906121.6 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -907815.312500 Penalty: 4416.494141
	Iteration 1F: 3 clusters Score -907815.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -908155.312500 Penalty: 4416.494141
	Iteration 2F: 3 clusters Score -908155.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -908410.875000 Penalty: 4416.494141
	Iteration 3F: 3 clusters Score -908410.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -908671.187500 Penalty: 4416.494141
	Iteration 4F: 3 clusters Score -908671.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -908969.937500 Penalty: 4416.494141
	Iteration 5F: 3 clusters Score -908969.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -909321.250000 Penalty: 4416.494141
	Iteration 6F: 3 clusters Score -909321.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -909682.062500 Penalty: 4416.494141
	Iteration 7F: 3 clusters Score -909682.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -910009.312500 Penalty: 4416.494141
	Iteration 8F: 3 clusters Score -910009.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -910256.562500 Penalty: 4416.494141
	Iteration 9Q: 3 clusters Score -910256.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -910457.000000 Penalty: 4416.494141
	Iteration 10Q: 3 clusters Score -910457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -910644.062500 Penalty: 4416.494141
	Iteration 11Q: 3 clusters Score -910644.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -910780.812500 Penalty: 4416.494141
	Iteration 12Q: 3 clusters Score -910780.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -910913.125000 Penalty: 4416.494141
	Iteration 13Q: 3 clusters Score -910913.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -911018.750000 Penalty: 4416.494141
	Iteration 14Q: 3 clusters Score -911018.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -911092.437500 Penalty: 4416.494141
	Iteration 15Q: 3 clusters Score -911092.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -911140.437500 Penalty: 4416.494141
	Iteration 16Q: 3 clusters Score -911140.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -911183.250000 Penalty: 4416.494141
	Iteration 17Q: 3 clusters Score -911183.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -911207.375000 Penalty: 4416.494141
	Iteration 18Q: 3 clusters Score -911207.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -911220.062500 Penalty: 4416.494141
	Iteration 19Q: 3 clusters Score -911220.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -911233.000000 Penalty: 4416.494141
	Iteration 20F: 3 clusters Score -911233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -911235.000000 Penalty: 4416.494141
	Iteration 21Q: 3 clusters Score -911235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -911243.937500 Penalty: 4416.494141
	Iteration 22Q: 3 clusters Score -911243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -911247.875000 Penalty: 4416.494141
	Iteration 23Q: 3 clusters Score -911247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -911253.312500 Penalty: 4416.494141
	Iteration 24Q: 3 clusters Score -911253.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -911257.375000 Penalty: 4416.494141
	Iteration 25Q: 3 clusters Score -911257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -911257.937500 Penalty: 4416.494141
	Iteration 26Q: 3 clusters Score -911257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -911260.937500 Penalty: 4416.494141
	Iteration 27Q: 3 clusters Score -911260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -911262.187500 Penalty: 4416.494141
	Iteration 28Q: 3 clusters Score -911262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -911262.687500 Penalty: 4416.494141
	Iteration 29Q: 3 clusters Score -911262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -911264.750000 Penalty: 4416.494141
	Iteration 30Q: 3 clusters Score -911264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -911265.687500 Penalty: 4416.494141
	Iteration 31Q: 3 clusters Score -911265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -911265.687500 Penalty: 4416.494141
	Iteration 32F: 3 clusters Score -911265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307164.343750 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307164.3 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -307759.687500 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307759.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -307894.437500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307894.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -307975.750000 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -307975.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -308036.218750 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -308036.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -308091.500000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -308091.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308157.062500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308157.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -308245.437500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308245.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308349.062500 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308349.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -308486.218750 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308486.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308630.125000 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308630.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -308732.375000 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308732.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -308815.281250 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308815.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -308877.968750 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -308915.218750 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308915.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -308936.031250 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -308950.781250 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308950.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308968.500000 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308968.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -308983.031250 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -308996.343750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308996.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -309006.656250 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -309006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -309013.656250 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -309013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -309020.281250 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -309020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -309023.500000 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -309023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -309026.500000 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -309026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -309027.250000 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -309027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -309027.718750 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -309027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309028.187500 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -309028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309028.187500 Penalty: 3884.482178
	Iteration 28F: 3 clusters Score -309028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -41259.335938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -41259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39929.867188 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -39929.87 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40505.593750 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -40505.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40798.710938 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -40798.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41088.367188 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -41088.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41309.765625 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -41309.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41482.859375 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -41482.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41545.761719 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -41545.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41598.175781 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -41598.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41622.875000 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -41622.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41645.820312 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -41645.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41656.917969 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -41656.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41667.222656 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -41667.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41675.375000 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -41675.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41680.308594 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -41680.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41684.484375 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -41684.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -41689.292969 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -41689.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41691.925781 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -41691.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41693.019531 Penalty: 3176.172607
	Iteration 17F: 3 clusters Score -41693.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41728.855469 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -41728.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41735.871094 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -41735.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41738.433594 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -41738.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41743.125000 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -41743.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41751.445312 Penalty: 3176.172607
	Iteration 22Q: 3 clusters Score -41751.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41758.164062 Penalty: 3176.172607
	Iteration 23Q: 3 clusters Score -41758.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41758.164062 Penalty: 3176.172607
	Iteration 24F: 3 clusters Score -41758.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 350 members 
Entering Unmasked Estep 
Score: -134489568.000000 Penalty: 255510.078125
Splitting cluster 51 changes total score from -134490864.000000 to -134489568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -393259.781250 Penalty: 2008.010620
	Iteration 0F: 2 clusters Score -393259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -389840.187500 Penalty: 4016.021240
	Iteration 0F: 3 clusters Score -389840.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -390689.437500 Penalty: 4016.021240
	Iteration 1F: 3 clusters Score -390689.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -390918.750000 Penalty: 4016.021240
	Iteration 2F: 3 clusters Score -390918.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -391051.093750 Penalty: 4016.021240
	Iteration 3F: 3 clusters Score -391051.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -391164.593750 Penalty: 4016.021240
	Iteration 4Q: 3 clusters Score -391164.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -391252.937500 Penalty: 4016.021240
	Iteration 5Q: 3 clusters Score -391252.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -391344.156250 Penalty: 4016.021240
	Iteration 6Q: 3 clusters Score -391344.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -391425.500000 Penalty: 4016.021240
	Iteration 7Q: 3 clusters Score -391425.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -391519.281250 Penalty: 4016.021240
	Iteration 8Q: 3 clusters Score -391519.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -391636.062500 Penalty: 4016.021240
	Iteration 9Q: 3 clusters Score -391636.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -391768.843750 Penalty: 4016.021240
	Iteration 10Q: 3 clusters Score -391768.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -391930.906250 Penalty: 4016.021240
	Iteration 11Q: 3 clusters Score -391930.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -392082.406250 Penalty: 4016.021240
	Iteration 12Q: 3 clusters Score -392082.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -392215.593750 Penalty: 4016.021240
	Iteration 13Q: 3 clusters Score -392215.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -392336.187500 Penalty: 4016.021240
	Iteration 14Q: 3 clusters Score -392336.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -392425.781250 Penalty: 4016.021240
	Iteration 15Q: 3 clusters Score -392425.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -392467.562500 Penalty: 4016.021240
	Iteration 16Q: 3 clusters Score -392467.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -392495.281250 Penalty: 4016.021240
	Iteration 17Q: 3 clusters Score -392495.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -392522.406250 Penalty: 4016.021240
	Iteration 18Q: 3 clusters Score -392522.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -392542.406250 Penalty: 4016.021240
	Iteration 19Q: 3 clusters Score -392542.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -392563.250000 Penalty: 4016.021240
	Iteration 20F: 3 clusters Score -392563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -392580.906250 Penalty: 4016.021240
	Iteration 21Q: 3 clusters Score -392580.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -392599.687500 Penalty: 4016.021240
	Iteration 22Q: 3 clusters Score -392599.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -392631.500000 Penalty: 4016.021240
	Iteration 23Q: 3 clusters Score -392631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -392700.500000 Penalty: 4016.021240
	Iteration 24Q: 3 clusters Score -392700.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -392830.468750 Penalty: 4016.021240
	Iteration 25Q: 3 clusters Score -392830.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -393061.625000 Penalty: 4016.021240
	Iteration 26Q: 3 clusters Score -393061.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -393186.875000 Penalty: 4016.021240
	Iteration 27Q: 3 clusters Score -393186.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -393244.593750 Penalty: 4016.021240
	Iteration 28Q: 3 clusters Score -393244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -393282.625000 Penalty: 4016.021240
	Iteration 29Q: 3 clusters Score -393282.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -393307.718750 Penalty: 4016.021240
	Iteration 30Q: 3 clusters Score -393307.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -393326.062500 Penalty: 4016.021240
	Iteration 31Q: 3 clusters Score -393326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -393335.937500 Penalty: 4016.021240
	Iteration 32Q: 3 clusters Score -393335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -393342.968750 Penalty: 4016.021240
	Iteration 33Q: 3 clusters Score -393343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -393347.187500 Penalty: 4016.021240
	Iteration 34Q: 3 clusters Score -393347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -393351.625000 Penalty: 4016.021240
	Iteration 35Q: 3 clusters Score -393351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -393355.812500 Penalty: 4016.021240
	Iteration 36Q: 3 clusters Score -393355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -393358.125000 Penalty: 4016.021240
	Iteration 37Q: 3 clusters Score -393358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -393362.343750 Penalty: 4016.021240
	Iteration 38Q: 3 clusters Score -393362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -393367.875000 Penalty: 4016.021240
	Iteration 39Q: 3 clusters Score -393367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -393368.187500 Penalty: 4016.021240
	Iteration 40F: 3 clusters Score -393368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -393368.187500 Penalty: 4016.021240
	Iteration 41Q: 3 clusters Score -393368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -393368.187500 Penalty: 4016.021240
	Iteration 42F: 3 clusters Score -393368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 1586 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 1698 members 
Entering Unmasked Estep 
Score: -134489440.000000 Penalty: 255510.078125
Splitting cluster 52 changes total score from -134490864.000000 to -134489440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (239876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239876 members 
Entering Unmasked Estep 
Score: -30117362.000000 Penalty: 3072.193604
	Iteration 0F: 2 clusters Score -3.011736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -29974278.000000 Penalty: 6144.387207
	Iteration 0F: 3 clusters Score -2.997428e+07 nChanged 115741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 115617 members 
Entering Unmasked Estep 
Score: -30042974.000000 Penalty: 6144.387207
	Iteration 1F: 3 clusters Score -3.004297e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -30044836.000000 Penalty: 6144.387207
	Iteration 2Q: 3 clusters Score -3.004484e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -30047364.000000 Penalty: 6144.387207
	Iteration 3Q: 3 clusters Score -3.004736e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -30051446.000000 Penalty: 6144.387207
	Iteration 4Q: 3 clusters Score -3.005145e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -30058076.000000 Penalty: 6144.387207
	Iteration 5F: 3 clusters Score -3.005808e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -30067448.000000 Penalty: 6144.387207
	Iteration 6F: 3 clusters Score -3.006745e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -30077910.000000 Penalty: 6144.387207
	Iteration 7F: 3 clusters Score -3.007791e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -30088280.000000 Penalty: 6144.387207
	Iteration 8F: 3 clusters Score -3.008828e+07 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189537 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -30096850.000000 Penalty: 6144.387207
	Iteration 9Q: 3 clusters Score -3.009685e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194704 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -30101930.000000 Penalty: 6144.387207
	Iteration 10Q: 3 clusters Score -3.010193e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -30104292.000000 Penalty: 6144.387207
	Iteration 11Q: 3 clusters Score -3.010429e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -30105596.000000 Penalty: 6144.387207
	Iteration 12Q: 3 clusters Score -3.01056e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203912 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -30106334.000000 Penalty: 6144.387207
	Iteration 13Q: 3 clusters Score -3.010633e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -30107118.000000 Penalty: 6144.387207
	Iteration 14Q: 3 clusters Score -3.010712e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208535 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -30107840.000000 Penalty: 6144.387207
	Iteration 15Q: 3 clusters Score -3.010784e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210552 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -30108516.000000 Penalty: 6144.387207
	Iteration 16Q: 3 clusters Score -3.010852e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -30109136.000000 Penalty: 6144.387207
	Iteration 17Q: 3 clusters Score -3.010914e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214013 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -30109700.000000 Penalty: 6144.387207
	Iteration 18Q: 3 clusters Score -3.01097e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -30110140.000000 Penalty: 6144.387207
	Iteration 19Q: 3 clusters Score -3.011014e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217017 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -30110404.000000 Penalty: 6144.387207
	Iteration 20F: 3 clusters Score -3.01104e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218377 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -30110814.000000 Penalty: 6144.387207
	Iteration 21Q: 3 clusters Score -3.011081e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219599 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -30111170.000000 Penalty: 6144.387207
	Iteration 22Q: 3 clusters Score -3.011117e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -30111558.000000 Penalty: 6144.387207
	Iteration 23Q: 3 clusters Score -3.011156e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221886 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -30111966.000000 Penalty: 6144.387207
	Iteration 24Q: 3 clusters Score -3.011197e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222927 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -30112144.000000 Penalty: 6144.387207
	Iteration 25Q: 3 clusters Score -3.011214e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223935 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -30112260.000000 Penalty: 6144.387207
	Iteration 26Q: 3 clusters Score -3.011226e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224891 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -30112514.000000 Penalty: 6144.387207
	Iteration 27Q: 3 clusters Score -3.011251e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225743 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -30112682.000000 Penalty: 6144.387207
	Iteration 28Q: 3 clusters Score -3.011268e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226583 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -30112836.000000 Penalty: 6144.387207
	Iteration 29Q: 3 clusters Score -3.011284e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227316 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -30113026.000000 Penalty: 6144.387207
	Iteration 30Q: 3 clusters Score -3.011303e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228009 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -30113096.000000 Penalty: 6144.387207
	Iteration 31Q: 3 clusters Score -3.01131e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228668 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -30113236.000000 Penalty: 6144.387207
	Iteration 32Q: 3 clusters Score -3.011324e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229299 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -30113516.000000 Penalty: 6144.387207
	Iteration 33Q: 3 clusters Score -3.011352e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229878 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -30113606.000000 Penalty: 6144.387207
	Iteration 34Q: 3 clusters Score -3.011361e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230409 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -30113780.000000 Penalty: 6144.387207
	Iteration 35Q: 3 clusters Score -3.011378e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230896 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -30113902.000000 Penalty: 6144.387207
	Iteration 36Q: 3 clusters Score -3.01139e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231369 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -30113964.000000 Penalty: 6144.387207
	Iteration 37Q: 3 clusters Score -3.011396e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231791 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -30113992.000000 Penalty: 6144.387207
	Iteration 38Q: 3 clusters Score -3.011399e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232187 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -30114132.000000 Penalty: 6144.387207
	Iteration 39Q: 3 clusters Score -3.011413e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232533 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -30114320.000000 Penalty: 6144.387207
	Iteration 40F: 3 clusters Score -3.011432e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232877 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -30114330.000000 Penalty: 6144.387207
	Iteration 41Q: 3 clusters Score -3.011433e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233207 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -30114354.000000 Penalty: 6144.387207
	Iteration 42Q: 3 clusters Score -3.011435e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233494 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -30114358.000000 Penalty: 6144.387207
	Iteration 43Q: 3 clusters Score -3.011436e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233751 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -30114406.000000 Penalty: 6144.387207
	Iteration 44Q: 3 clusters Score -3.011441e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233997 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -30114394.000000 Penalty: 6144.387207
	Iteration 45Q: 3 clusters Score -3.011439e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234245 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -30114496.000000 Penalty: 6144.387207
	Iteration 46Q: 3 clusters Score -3.01145e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234470 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -30114514.000000 Penalty: 6144.387207
	Iteration 47Q: 3 clusters Score -3.011451e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234673 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -30114520.000000 Penalty: 6144.387207
	Iteration 48Q: 3 clusters Score -3.011452e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234848 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -30114546.000000 Penalty: 6144.387207
	Iteration 49Q: 3 clusters Score -3.011455e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235028 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -30114544.000000 Penalty: 6144.387207
	Iteration 50Q: 3 clusters Score -3.011454e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235196 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -30114632.000000 Penalty: 6144.387207
	Iteration 51Q: 3 clusters Score -3.011463e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235358 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -30114690.000000 Penalty: 6144.387207
	Iteration 52Q: 3 clusters Score -3.011469e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235503 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -30114732.000000 Penalty: 6144.387207
	Iteration 53Q: 3 clusters Score -3.011473e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235616 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -30114772.000000 Penalty: 6144.387207
	Iteration 54Q: 3 clusters Score -3.011477e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235713 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -30114778.000000 Penalty: 6144.387207
	Iteration 55Q: 3 clusters Score -3.011478e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235811 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -30114812.000000 Penalty: 6144.387207
	Iteration 56Q: 3 clusters Score -3.011481e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235894 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -30114886.000000 Penalty: 6144.387207
	Iteration 57Q: 3 clusters Score -3.011489e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235957 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -30114914.000000 Penalty: 6144.387207
	Iteration 58Q: 3 clusters Score -3.011491e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236027 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -30114886.000000 Penalty: 6144.387207
	Iteration 59Q: 3 clusters Score -3.011489e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236084 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -30114950.000000 Penalty: 6144.387207
	Iteration 60F: 3 clusters Score -3.011495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236142 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -30114954.000000 Penalty: 6144.387207
	Iteration 61Q: 3 clusters Score -3.011495e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236196 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -30114998.000000 Penalty: 6144.387207
	Iteration 62Q: 3 clusters Score -3.0115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236250 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -30115022.000000 Penalty: 6144.387207
	Iteration 63Q: 3 clusters Score -3.011502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236293 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -30115026.000000 Penalty: 6144.387207
	Iteration 64Q: 3 clusters Score -3.011503e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236332 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -30115008.000000 Penalty: 6144.387207
	Iteration 65Q: 3 clusters Score -3.011501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236373 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -30115054.000000 Penalty: 6144.387207
	Iteration 66Q: 3 clusters Score -3.011505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236406 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -30115068.000000 Penalty: 6144.387207
	Iteration 67Q: 3 clusters Score -3.011507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236427 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -30115060.000000 Penalty: 6144.387207
	Iteration 68Q: 3 clusters Score -3.011506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236441 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -30115080.000000 Penalty: 6144.387207
	Iteration 69Q: 3 clusters Score -3.011508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236450 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -30115080.000000 Penalty: 6144.387207
	Iteration 70Q: 3 clusters Score -3.011508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236464 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -30115082.000000 Penalty: 6144.387207
	Iteration 71Q: 3 clusters Score -3.011508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236479 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -30115086.000000 Penalty: 6144.387207
	Iteration 72Q: 3 clusters Score -3.011509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236495 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -30115088.000000 Penalty: 6144.387207
	Iteration 73Q: 3 clusters Score -3.011509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236508 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -30115102.000000 Penalty: 6144.387207
	Iteration 74Q: 3 clusters Score -3.01151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236525 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -30115104.000000 Penalty: 6144.387207
	Iteration 75Q: 3 clusters Score -3.01151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236537 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -30115108.000000 Penalty: 6144.387207
	Iteration 76Q: 3 clusters Score -3.011511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236550 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -30115124.000000 Penalty: 6144.387207
	Iteration 77Q: 3 clusters Score -3.011512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236566 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -30115126.000000 Penalty: 6144.387207
	Iteration 78Q: 3 clusters Score -3.011513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236588 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -30115130.000000 Penalty: 6144.387207
	Iteration 79Q: 3 clusters Score -3.011513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236600 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -30115144.000000 Penalty: 6144.387207
	Iteration 80F: 3 clusters Score -3.011514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236617 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -30115174.000000 Penalty: 6144.387207
	Iteration 81Q: 3 clusters Score -3.011517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236630 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -30115146.000000 Penalty: 6144.387207
	Iteration 82Q: 3 clusters Score -3.011515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236644 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -30115144.000000 Penalty: 6144.387207
	Iteration 83Q: 3 clusters Score -3.011514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236655 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -30115174.000000 Penalty: 6144.387207
	Iteration 84Q: 3 clusters Score -3.011517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236664 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -30115150.000000 Penalty: 6144.387207
	Iteration 85Q: 3 clusters Score -3.011515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236679 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -30115174.000000 Penalty: 6144.387207
	Iteration 86Q: 3 clusters Score -3.011517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236693 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -30115180.000000 Penalty: 6144.387207
	Iteration 87Q: 3 clusters Score -3.011518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236700 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -30115190.000000 Penalty: 6144.387207
	Iteration 88Q: 3 clusters Score -3.011519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236706 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -30115176.000000 Penalty: 6144.387207
	Iteration 89Q: 3 clusters Score -3.011518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236711 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -30115174.000000 Penalty: 6144.387207
	Iteration 90Q: 3 clusters Score -3.011517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236715 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -30115172.000000 Penalty: 6144.387207
	Iteration 91Q: 3 clusters Score -3.011517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236719 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -30115178.000000 Penalty: 6144.387207
	Iteration 92Q: 3 clusters Score -3.011518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236722 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -30115166.000000 Penalty: 6144.387207
	Iteration 93Q: 3 clusters Score -3.011517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236728 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -30115170.000000 Penalty: 6144.387207
	Iteration 94Q: 3 clusters Score -3.011517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236731 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -30115154.000000 Penalty: 6144.387207
	Iteration 95Q: 3 clusters Score -3.011515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236735 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -30115166.000000 Penalty: 6144.387207
	Iteration 96Q: 3 clusters Score -3.011517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236739 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -30115150.000000 Penalty: 6144.387207
	Iteration 97Q: 3 clusters Score -3.011515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236745 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -30115156.000000 Penalty: 6144.387207
	Iteration 98Q: 3 clusters Score -3.011516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236751 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -30115182.000000 Penalty: 6144.387207
	Iteration 99Q: 3 clusters Score -3.011518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236757 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -30115162.000000 Penalty: 6144.387207
	Iteration 100F: 3 clusters Score -3.011516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236766 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -30115152.000000 Penalty: 6144.387207
	Iteration 101Q: 3 clusters Score -3.011515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236778 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -30115184.000000 Penalty: 6144.387207
	Iteration 102Q: 3 clusters Score -3.011518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236787 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -30115174.000000 Penalty: 6144.387207
	Iteration 103Q: 3 clusters Score -3.011517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236792 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -30115162.000000 Penalty: 6144.387207
	Iteration 104Q: 3 clusters Score -3.011516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236798 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -30115170.000000 Penalty: 6144.387207
	Iteration 105Q: 3 clusters Score -3.011517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -30115176.000000 Penalty: 6144.387207
	Iteration 106Q: 3 clusters Score -3.011518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236810 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -30115186.000000 Penalty: 6144.387207
	Iteration 107Q: 3 clusters Score -3.011519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236818 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -30115188.000000 Penalty: 6144.387207
	Iteration 108Q: 3 clusters Score -3.011519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236822 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 109Q: 3 clusters Score -3.01152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236825 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -30115184.000000 Penalty: 6144.387207
	Iteration 110Q: 3 clusters Score -3.011518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236824 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -30115204.000000 Penalty: 6144.387207
	Iteration 111Q: 3 clusters Score -3.01152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236826 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -30115200.000000 Penalty: 6144.387207
	Iteration 112Q: 3 clusters Score -3.01152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236827 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -30115188.000000 Penalty: 6144.387207
	Iteration 113Q: 3 clusters Score -3.011519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236830 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 114Q: 3 clusters Score -3.01152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236829 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -30115184.000000 Penalty: 6144.387207
	Iteration 115Q: 3 clusters Score -3.011518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236831 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -30115206.000000 Penalty: 6144.387207
	Iteration 116Q: 3 clusters Score -3.011521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236832 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -30115208.000000 Penalty: 6144.387207
	Iteration 117Q: 3 clusters Score -3.011521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236834 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -30115224.000000 Penalty: 6144.387207
	Iteration 118Q: 3 clusters Score -3.011522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236839 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.387207
	Iteration 119Q: 3 clusters Score -3.01152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236841 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -30115192.000000 Penalty: 6144.387207
	Iteration 120F: 3 clusters Score -3.011519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236846 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -30115214.000000 Penalty: 6144.387207
	Iteration 121Q: 3 clusters Score -3.011521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236851 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -30115182.000000 Penalty: 6144.387207
	Iteration 122Q: 3 clusters Score -3.011518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236854 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -30115190.000000 Penalty: 6144.387207
	Iteration 123Q: 3 clusters Score -3.011519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236857 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -30115186.000000 Penalty: 6144.387207
	Iteration 124Q: 3 clusters Score -3.011519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236861 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -30115216.000000 Penalty: 6144.387207
	Iteration 125Q: 3 clusters Score -3.011522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236867 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -30115220.000000 Penalty: 6144.387207
	Iteration 126Q: 3 clusters Score -3.011522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236872 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -30115216.000000 Penalty: 6144.387207
	Iteration 127Q: 3 clusters Score -3.011522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236879 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -30115220.000000 Penalty: 6144.387207
	Iteration 128Q: 3 clusters Score -3.011522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236888 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -30115206.000000 Penalty: 6144.387207
	Iteration 129Q: 3 clusters Score -3.011521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236893 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.387207
	Iteration 130Q: 3 clusters Score -3.01152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236895 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -30115200.000000 Penalty: 6144.387207
	Iteration 131Q: 3 clusters Score -3.01152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236898 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 132Q: 3 clusters Score -3.01152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236903 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -30115194.000000 Penalty: 6144.387207
	Iteration 133Q: 3 clusters Score -3.011519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236907 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 134Q: 3 clusters Score -3.01152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236914 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -30115176.000000 Penalty: 6144.387207
	Iteration 135Q: 3 clusters Score -3.011518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236923 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -30115200.000000 Penalty: 6144.387207
	Iteration 136Q: 3 clusters Score -3.01152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236932 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -30115200.000000 Penalty: 6144.387207
	Iteration 137Q: 3 clusters Score -3.01152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236945 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -30115200.000000 Penalty: 6144.387207
	Iteration 138Q: 3 clusters Score -3.01152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236948 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -30115186.000000 Penalty: 6144.387207
	Iteration 139Q: 3 clusters Score -3.011519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236955 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -30115192.000000 Penalty: 6144.387207
	Iteration 140F: 3 clusters Score -3.011519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236963 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -30115172.000000 Penalty: 6144.387207
	Iteration 141Q: 3 clusters Score -3.011517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236967 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -30115170.000000 Penalty: 6144.387207
	Iteration 142Q: 3 clusters Score -3.011517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236972 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -30115194.000000 Penalty: 6144.387207
	Iteration 143Q: 3 clusters Score -3.011519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236981 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -30115182.000000 Penalty: 6144.387207
	Iteration 144Q: 3 clusters Score -3.011518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236989 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -30115190.000000 Penalty: 6144.387207
	Iteration 145Q: 3 clusters Score -3.011519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236993 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -30115166.000000 Penalty: 6144.387207
	Iteration 146Q: 3 clusters Score -3.011517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237000 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -30115178.000000 Penalty: 6144.387207
	Iteration 147Q: 3 clusters Score -3.011518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237007 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30115144.000000 Penalty: 6144.387207
	Iteration 148Q: 3 clusters Score -3.011514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237011 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -30115154.000000 Penalty: 6144.387207
	Iteration 149Q: 3 clusters Score -3.011515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237017 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -30115192.000000 Penalty: 6144.387207
	Iteration 150Q: 3 clusters Score -3.011519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237021 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -30115178.000000 Penalty: 6144.387207
	Iteration 151Q: 3 clusters Score -3.011518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237024 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -30115176.000000 Penalty: 6144.387207
	Iteration 152Q: 3 clusters Score -3.011518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237028 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -30115186.000000 Penalty: 6144.387207
	Iteration 153Q: 3 clusters Score -3.011519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237033 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -30115166.000000 Penalty: 6144.387207
	Iteration 154Q: 3 clusters Score -3.011517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237039 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -30115170.000000 Penalty: 6144.387207
	Iteration 155Q: 3 clusters Score -3.011517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237051 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -30115188.000000 Penalty: 6144.387207
	Iteration 156Q: 3 clusters Score -3.011519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237056 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -30115184.000000 Penalty: 6144.387207
	Iteration 157Q: 3 clusters Score -3.011518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237063 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -30115180.000000 Penalty: 6144.387207
	Iteration 158Q: 3 clusters Score -3.011518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237068 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 159Q: 3 clusters Score -3.01152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237076 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -30115192.000000 Penalty: 6144.387207
	Iteration 160F: 3 clusters Score -3.011519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -30115206.000000 Penalty: 6144.387207
	Iteration 161Q: 3 clusters Score -3.011521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237092 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -30115216.000000 Penalty: 6144.387207
	Iteration 162Q: 3 clusters Score -3.011522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237102 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -30115202.000000 Penalty: 6144.387207
	Iteration 163Q: 3 clusters Score -3.01152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237112 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -30115208.000000 Penalty: 6144.387207
	Iteration 164Q: 3 clusters Score -3.011521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237126 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.387207
	Iteration 165Q: 3 clusters Score -3.01152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237136 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -30115214.000000 Penalty: 6144.387207
	Iteration 166Q: 3 clusters Score -3.011521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237147 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -30115228.000000 Penalty: 6144.387207
	Iteration 167Q: 3 clusters Score -3.011523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237162 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.387207
	Iteration 168Q: 3 clusters Score -3.01152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237174 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 169Q: 3 clusters Score -3.01152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237186 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -30115176.000000 Penalty: 6144.387207
	Iteration 170Q: 3 clusters Score -3.011518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237195 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -30115182.000000 Penalty: 6144.387207
	Iteration 171Q: 3 clusters Score -3.011518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237208 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -30115170.000000 Penalty: 6144.387207
	Iteration 172Q: 3 clusters Score -3.011517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237223 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -30115196.000000 Penalty: 6144.387207
	Iteration 173Q: 3 clusters Score -3.01152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237234 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -30115194.000000 Penalty: 6144.387207
	Iteration 174Q: 3 clusters Score -3.011519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237249 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -30115214.000000 Penalty: 6144.387207
	Iteration 175Q: 3 clusters Score -3.011521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237260 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -30115190.000000 Penalty: 6144.387207
	Iteration 176Q: 3 clusters Score -3.011519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237272 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -30115192.000000 Penalty: 6144.387207
	Iteration 177Q: 3 clusters Score -3.011519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237284 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.387207
	Iteration 178Q: 3 clusters Score -3.01152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237299 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -30115204.000000 Penalty: 6144.387207
	Iteration 179Q: 3 clusters Score -3.01152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237312 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -30115220.000000 Penalty: 6144.387207
	Iteration 180F: 3 clusters Score -3.011522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237331 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -30115208.000000 Penalty: 6144.387207
	Iteration 181Q: 3 clusters Score -3.011521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237348 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -30115224.000000 Penalty: 6144.387207
	Iteration 182Q: 3 clusters Score -3.011522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237363 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -30115234.000000 Penalty: 6144.387207
	Iteration 183Q: 3 clusters Score -3.011523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237370 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -30115256.000000 Penalty: 6144.387207
	Iteration 184Q: 3 clusters Score -3.011526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237380 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -30115266.000000 Penalty: 6144.387207
	Iteration 185Q: 3 clusters Score -3.011527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237387 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -30115246.000000 Penalty: 6144.387207
	Iteration 186Q: 3 clusters Score -3.011525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237389 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -30115236.000000 Penalty: 6144.387207
	Iteration 187Q: 3 clusters Score -3.011524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237395 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -30115248.000000 Penalty: 6144.387207
	Iteration 188Q: 3 clusters Score -3.011525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237404 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -30115244.000000 Penalty: 6144.387207
	Iteration 189Q: 3 clusters Score -3.011524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237408 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -30115228.000000 Penalty: 6144.387207
	Iteration 190Q: 3 clusters Score -3.011523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237416 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -30115242.000000 Penalty: 6144.387207
	Iteration 191Q: 3 clusters Score -3.011524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237420 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -30115250.000000 Penalty: 6144.387207
	Iteration 192Q: 3 clusters Score -3.011525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237425 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -30115268.000000 Penalty: 6144.387207
	Iteration 193Q: 3 clusters Score -3.011527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237431 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -30115262.000000 Penalty: 6144.387207
	Iteration 194Q: 3 clusters Score -3.011526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237438 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -30115254.000000 Penalty: 6144.387207
	Iteration 195Q: 3 clusters Score -3.011525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237442 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -30115256.000000 Penalty: 6144.387207
	Iteration 196Q: 3 clusters Score -3.011526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237446 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -30115266.000000 Penalty: 6144.387207
	Iteration 197Q: 3 clusters Score -3.011527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -30115258.000000 Penalty: 6144.387207
	Iteration 198Q: 3 clusters Score -3.011526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237465 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -30115254.000000 Penalty: 6144.387207
	Iteration 199Q: 3 clusters Score -3.011525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237469 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -30115248.000000 Penalty: 6144.387207
	Iteration 200F: 3 clusters Score -3.011525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237474 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -30115250.000000 Penalty: 6144.387207
	Iteration 201Q: 3 clusters Score -3.011525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237477 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -30115258.000000 Penalty: 6144.387207
	Iteration 202Q: 3 clusters Score -3.011526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237479 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -30115254.000000 Penalty: 6144.387207
	Iteration 203Q: 3 clusters Score -3.011525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237484 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.387207
	Iteration 204Q: 3 clusters Score -3.011527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237487 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -30115252.000000 Penalty: 6144.387207
	Iteration 205Q: 3 clusters Score -3.011525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237488 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -30115240.000000 Penalty: 6144.387207
	Iteration 206Q: 3 clusters Score -3.011524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237490 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -30115226.000000 Penalty: 6144.387207
	Iteration 207Q: 3 clusters Score -3.011523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237496 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -30115244.000000 Penalty: 6144.387207
	Iteration 208Q: 3 clusters Score -3.011524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237501 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -30115252.000000 Penalty: 6144.387207
	Iteration 209Q: 3 clusters Score -3.011525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237504 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -30115252.000000 Penalty: 6144.387207
	Iteration 210Q: 3 clusters Score -3.011525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237507 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.387207
	Iteration 211Q: 3 clusters Score -3.011527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237510 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -30115254.000000 Penalty: 6144.387207
	Iteration 212Q: 3 clusters Score -3.011525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237515 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -30115244.000000 Penalty: 6144.387207
	Iteration 213Q: 3 clusters Score -3.011524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237520 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -30115260.000000 Penalty: 6144.387207
	Iteration 214Q: 3 clusters Score -3.011526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237525 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30115264.000000 Penalty: 6144.387207
	Iteration 215Q: 3 clusters Score -3.011526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237529 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.387207
	Iteration 216Q: 3 clusters Score -3.011527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237533 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -30115276.000000 Penalty: 6144.387207
	Iteration 217Q: 3 clusters Score -3.011528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237538 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -30115288.000000 Penalty: 6144.387207
	Iteration 218Q: 3 clusters Score -3.011529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237540 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -30115294.000000 Penalty: 6144.387207
	Iteration 219Q: 3 clusters Score -3.011529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237543 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -30115282.000000 Penalty: 6144.387207
	Iteration 220F: 3 clusters Score -3.011528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237545 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -30115294.000000 Penalty: 6144.387207
	Iteration 221Q: 3 clusters Score -3.011529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237547 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -30115290.000000 Penalty: 6144.387207
	Iteration 222Q: 3 clusters Score -3.011529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237546 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -30115284.000000 Penalty: 6144.387207
	Iteration 223Q: 3 clusters Score -3.011528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237547 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -30115278.000000 Penalty: 6144.387207
	Iteration 224Q: 3 clusters Score -3.011528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237548 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.387207
	Iteration 225Q: 3 clusters Score -3.011527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237548 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.387207
	Iteration 226F: 3 clusters Score -3.011527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Entering Unmasked Estep 
Score: -1041251.500000 Penalty: 2247.566406
	Iteration 0F: 2 clusters Score -1041252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1034539.687500 Penalty: 4495.132812
	Iteration 0F: 3 clusters Score -1034540 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1036675.000000 Penalty: 4495.132812
	Iteration 1F: 3 clusters Score -1036675 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1037478.687500 Penalty: 4495.132812
	Iteration 2F: 3 clusters Score -1037479 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1038574.375000 Penalty: 4495.132812
	Iteration 3F: 3 clusters Score -1038574 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1039432.000000 Penalty: 4495.132812
	Iteration 4F: 3 clusters Score -1039432 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1039889.562500 Penalty: 4495.132812
	Iteration 5F: 3 clusters Score -1039890 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1040154.375000 Penalty: 4495.132812
	Iteration 6Q: 3 clusters Score -1040154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1040290.625000 Penalty: 4495.132812
	Iteration 7Q: 3 clusters Score -1040291 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1040394.562500 Penalty: 4495.132812
	Iteration 8Q: 3 clusters Score -1040395 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1040475.875000 Penalty: 4495.132812
	Iteration 9Q: 3 clusters Score -1040476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1040559.875000 Penalty: 4495.132812
	Iteration 10Q: 3 clusters Score -1040560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1040646.562500 Penalty: 4495.132812
	Iteration 11Q: 3 clusters Score -1040647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1040731.750000 Penalty: 4495.132812
	Iteration 12Q: 3 clusters Score -1040732 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1040846.250000 Penalty: 4495.132812
	Iteration 13Q: 3 clusters Score -1040846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1041002.687500 Penalty: 4495.132812
	Iteration 14Q: 3 clusters Score -1041003 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1041165.562500 Penalty: 4495.132812
	Iteration 15Q: 3 clusters Score -1041166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1041299.437500 Penalty: 4495.132812
	Iteration 16Q: 3 clusters Score -1041299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1041400.000000 Penalty: 4495.132812
	Iteration 17Q: 3 clusters Score -1041400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1041468.187500 Penalty: 4495.132812
	Iteration 18Q: 3 clusters Score -1041468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1041503.000000 Penalty: 4495.132812
	Iteration 19Q: 3 clusters Score -1041503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1041527.187500 Penalty: 4495.132812
	Iteration 20F: 3 clusters Score -1041527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1041548.000000 Penalty: 4495.132812
	Iteration 21Q: 3 clusters Score -1041548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1041562.750000 Penalty: 4495.132812
	Iteration 22Q: 3 clusters Score -1041563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1041569.312500 Penalty: 4495.132812
	Iteration 23Q: 3 clusters Score -1041569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1041575.187500 Penalty: 4495.132812
	Iteration 24Q: 3 clusters Score -1041575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1041580.125000 Penalty: 4495.132812
	Iteration 25Q: 3 clusters Score -1041580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1041587.062500 Penalty: 4495.132812
	Iteration 26Q: 3 clusters Score -1041587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1041590.500000 Penalty: 4495.132812
	Iteration 27Q: 3 clusters Score -1041590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1041596.437500 Penalty: 4495.132812
	Iteration 28Q: 3 clusters Score -1041596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1041603.250000 Penalty: 4495.132812
	Iteration 29Q: 3 clusters Score -1041603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1041606.125000 Penalty: 4495.132812
	Iteration 30Q: 3 clusters Score -1041606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1041606.812500 Penalty: 4495.132812
	Iteration 31Q: 3 clusters Score -1041607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1041607.812500 Penalty: 4495.132812
	Iteration 32Q: 3 clusters Score -1041608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1041607.812500 Penalty: 4495.132812
	Iteration 33F: 3 clusters Score -1041608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 6570 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 2058 members 
Entering Unmasked Estep 
Score: -134489680.000000 Penalty: 255510.078125
Splitting cluster 54 changes total score from -134490864.000000 to -134489680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -421342.500000 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -421342.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -418342.500000 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -418342.5 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -418996.343750 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -418996.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -419229.375000 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -419229.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419336.468750 Penalty: 3896.157715
	Iteration 3Q: 3 clusters Score -419336.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -419426.750000 Penalty: 3896.157715
	Iteration 4Q: 3 clusters Score -419426.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -419574.125000 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -419574.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -419850.750000 Penalty: 3896.157715
	Iteration 6F: 3 clusters Score -419850.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -420200.093750 Penalty: 3896.157715
	Iteration 7F: 3 clusters Score -420200.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -420541.718750 Penalty: 3896.157715
	Iteration 8F: 3 clusters Score -420541.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420795.156250 Penalty: 3896.157715
	Iteration 9F: 3 clusters Score -420795.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -420976.625000 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -420976.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -421097.093750 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -421097.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -421186.625000 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -421186.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -421255.937500 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -421255.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -421300.093750 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -421300.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -421320.593750 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -421320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -421336.437500 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -421336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -421344.125000 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -421344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -421347.781250 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -421347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -421357.437500 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -421357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -421369.500000 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -421369.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -421385.687500 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -421385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -421393.250000 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -421393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -421398.312500 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -421398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -421400.531250 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -421400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -421404.968750 Penalty: 3896.157715
	Iteration 25Q: 3 clusters Score -421405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -421407.843750 Penalty: 3896.157715
	Iteration 26Q: 3 clusters Score -421407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -421409.468750 Penalty: 3896.157715
	Iteration 27Q: 3 clusters Score -421409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -421409.625000 Penalty: 3896.157715
	Iteration 28Q: 3 clusters Score -421409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -421412.000000 Penalty: 3896.157715
	Iteration 29Q: 3 clusters Score -421412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -421414.125000 Penalty: 3896.157715
	Iteration 30Q: 3 clusters Score -421414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -421414.125000 Penalty: 3896.157715
	Iteration 31F: 3 clusters Score -421414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 632 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 1947 members 
Entering Unmasked Estep 
Score: -134489232.000000 Penalty: 255510.078125
Splitting cluster 55 changes total score from -134490864.000000 to -134489232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -701425.250000 Penalty: 2146.363525
	Iteration 0F: 2 clusters Score -701425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -696412.375000 Penalty: 4292.727051
	Iteration 0F: 3 clusters Score -696412.4 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -697681.187500 Penalty: 4292.727051
	Iteration 1F: 3 clusters Score -697681.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -697902.187500 Penalty: 4292.727051
	Iteration 2F: 3 clusters Score -697902.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -698047.562500 Penalty: 4292.727051
	Iteration 3Q: 3 clusters Score -698047.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -698148.750000 Penalty: 4292.727051
	Iteration 4Q: 3 clusters Score -698148.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -698234.937500 Penalty: 4292.727051
	Iteration 5Q: 3 clusters Score -698234.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -698305.437500 Penalty: 4292.727051
	Iteration 6Q: 3 clusters Score -698305.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -698356.375000 Penalty: 4292.727051
	Iteration 7Q: 3 clusters Score -698356.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -698401.062500 Penalty: 4292.727051
	Iteration 8Q: 3 clusters Score -698401.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -698443.875000 Penalty: 4292.727051
	Iteration 9Q: 3 clusters Score -698443.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -698480.812500 Penalty: 4292.727051
	Iteration 10Q: 3 clusters Score -698480.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -698525.250000 Penalty: 4292.727051
	Iteration 11Q: 3 clusters Score -698525.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -698581.687500 Penalty: 4292.727051
	Iteration 12Q: 3 clusters Score -698581.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -698643.000000 Penalty: 4292.727051
	Iteration 13Q: 3 clusters Score -698643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -698721.250000 Penalty: 4292.727051
	Iteration 14Q: 3 clusters Score -698721.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -698833.875000 Penalty: 4292.727051
	Iteration 15Q: 3 clusters Score -698833.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -698962.625000 Penalty: 4292.727051
	Iteration 16Q: 3 clusters Score -698962.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -699118.625000 Penalty: 4292.727051
	Iteration 17Q: 3 clusters Score -699118.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -699276.312500 Penalty: 4292.727051
	Iteration 18Q: 3 clusters Score -699276.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -699444.375000 Penalty: 4292.727051
	Iteration 19Q: 3 clusters Score -699444.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -699646.062500 Penalty: 4292.727051
	Iteration 20F: 3 clusters Score -699646.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -699835.062500 Penalty: 4292.727051
	Iteration 21Q: 3 clusters Score -699835.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -699987.875000 Penalty: 4292.727051
	Iteration 22Q: 3 clusters Score -699987.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -700101.937500 Penalty: 4292.727051
	Iteration 23Q: 3 clusters Score -700101.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -700218.250000 Penalty: 4292.727051
	Iteration 24Q: 3 clusters Score -700218.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -700296.687500 Penalty: 4292.727051
	Iteration 25Q: 3 clusters Score -700296.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -700350.250000 Penalty: 4292.727051
	Iteration 26Q: 3 clusters Score -700350.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -700378.125000 Penalty: 4292.727051
	Iteration 27Q: 3 clusters Score -700378.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -700400.562500 Penalty: 4292.727051
	Iteration 28Q: 3 clusters Score -700400.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -700414.250000 Penalty: 4292.727051
	Iteration 29Q: 3 clusters Score -700414.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -700421.812500 Penalty: 4292.727051
	Iteration 30Q: 3 clusters Score -700421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -700433.625000 Penalty: 4292.727051
	Iteration 31Q: 3 clusters Score -700433.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -700441.875000 Penalty: 4292.727051
	Iteration 32Q: 3 clusters Score -700441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -700447.312500 Penalty: 4292.727051
	Iteration 33Q: 3 clusters Score -700447.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -700455.437500 Penalty: 4292.727051
	Iteration 34Q: 3 clusters Score -700455.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -700461.937500 Penalty: 4292.727051
	Iteration 35Q: 3 clusters Score -700461.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -700468.500000 Penalty: 4292.727051
	Iteration 36Q: 3 clusters Score -700468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -700471.812500 Penalty: 4292.727051
	Iteration 37Q: 3 clusters Score -700471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -700471.812500 Penalty: 4292.727051
	Iteration 38F: 3 clusters Score -700471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -398498.593750 Penalty: 2005.887207
	Iteration 0F: 2 clusters Score -398498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -395031.562500 Penalty: 4011.774414
	Iteration 0F: 3 clusters Score -395031.6 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -395786.125000 Penalty: 4011.774414
	Iteration 1F: 3 clusters Score -395786.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -395958.750000 Penalty: 4011.774414
	Iteration 2F: 3 clusters Score -395958.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -396038.218750 Penalty: 4011.774414
	Iteration 3Q: 3 clusters Score -396038.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -396087.656250 Penalty: 4011.774414
	Iteration 4Q: 3 clusters Score -396087.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -396123.343750 Penalty: 4011.774414
	Iteration 5Q: 3 clusters Score -396123.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -396157.406250 Penalty: 4011.774414
	Iteration 6Q: 3 clusters Score -396157.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -396179.343750 Penalty: 4011.774414
	Iteration 7Q: 3 clusters Score -396179.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396194.375000 Penalty: 4011.774414
	Iteration 8Q: 3 clusters Score -396194.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -396208.718750 Penalty: 4011.774414
	Iteration 9Q: 3 clusters Score -396208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396215.562500 Penalty: 4011.774414
	Iteration 10Q: 3 clusters Score -396215.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -396221.843750 Penalty: 4011.774414
	Iteration 11Q: 3 clusters Score -396221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396232.093750 Penalty: 4011.774414
	Iteration 12Q: 3 clusters Score -396232.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396247.625000 Penalty: 4011.774414
	Iteration 13Q: 3 clusters Score -396247.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -396264.781250 Penalty: 4011.774414
	Iteration 14Q: 3 clusters Score -396264.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396278.687500 Penalty: 4011.774414
	Iteration 15Q: 3 clusters Score -396278.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396288.812500 Penalty: 4011.774414
	Iteration 16Q: 3 clusters Score -396288.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396300.125000 Penalty: 4011.774414
	Iteration 17Q: 3 clusters Score -396300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396309.125000 Penalty: 4011.774414
	Iteration 18Q: 3 clusters Score -396309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396314.687500 Penalty: 4011.774414
	Iteration 19Q: 3 clusters Score -396314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -396318.218750 Penalty: 4011.774414
	Iteration 20F: 3 clusters Score -396318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396319.437500 Penalty: 4011.774414
	Iteration 21Q: 3 clusters Score -396319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396320.406250 Penalty: 4011.774414
	Iteration 22Q: 3 clusters Score -396320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396320.718750 Penalty: 4011.774414
	Iteration 23Q: 3 clusters Score -396320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396320.187500 Penalty: 4011.774414
	Iteration 24Q: 3 clusters Score -396320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -396321.562500 Penalty: 4011.774414
	Iteration 25Q: 3 clusters Score -396321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396321.750000 Penalty: 4011.774414
	Iteration 26Q: 3 clusters Score -396321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -396321.843750 Penalty: 4011.774414
	Iteration 27Q: 3 clusters Score -396321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -396322.375000 Penalty: 4011.774414
	Iteration 28Q: 3 clusters Score -396322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396322.187500 Penalty: 4011.774414
	Iteration 29Q: 3 clusters Score -396322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396322.187500 Penalty: 4011.774414
	Iteration 30F: 3 clusters Score -396322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -1081996.250000 Penalty: 2254.538574
	Iteration 0F: 2 clusters Score -1081996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1074962.625000 Penalty: 4509.077148
	Iteration 0F: 3 clusters Score -1074963 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1076978.250000 Penalty: 4509.077148
	Iteration 1F: 3 clusters Score -1076978 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1077331.000000 Penalty: 4509.077148
	Iteration 2F: 3 clusters Score -1077331 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1077647.125000 Penalty: 4509.077148
	Iteration 3F: 3 clusters Score -1077647 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1077916.500000 Penalty: 4509.077148
	Iteration 4F: 3 clusters Score -1077916 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1078152.000000 Penalty: 4509.077148
	Iteration 5Q: 3 clusters Score -1078152 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1078358.375000 Penalty: 4509.077148
	Iteration 6Q: 3 clusters Score -1078358 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1078554.000000 Penalty: 4509.077148
	Iteration 7Q: 3 clusters Score -1078554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1078752.125000 Penalty: 4509.077148
	Iteration 8Q: 3 clusters Score -1078752 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1078917.125000 Penalty: 4509.077148
	Iteration 9Q: 3 clusters Score -1078917 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1079062.625000 Penalty: 4509.077148
	Iteration 10Q: 3 clusters Score -1079063 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1079202.625000 Penalty: 4509.077148
	Iteration 11Q: 3 clusters Score -1079203 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1079339.375000 Penalty: 4509.077148
	Iteration 12Q: 3 clusters Score -1079339 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1079458.500000 Penalty: 4509.077148
	Iteration 13Q: 3 clusters Score -1079458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1079569.250000 Penalty: 4509.077148
	Iteration 14Q: 3 clusters Score -1079569 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1079682.125000 Penalty: 4509.077148
	Iteration 15Q: 3 clusters Score -1079682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1079779.125000 Penalty: 4509.077148
	Iteration 16Q: 3 clusters Score -1079779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1079857.750000 Penalty: 4509.077148
	Iteration 17Q: 3 clusters Score -1079858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1079931.500000 Penalty: 4509.077148
	Iteration 18Q: 3 clusters Score -1079932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1079987.375000 Penalty: 4509.077148
	Iteration 19Q: 3 clusters Score -1079987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1080033.625000 Penalty: 4509.077148
	Iteration 20F: 3 clusters Score -1080034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1080068.750000 Penalty: 4509.077148
	Iteration 21Q: 3 clusters Score -1080069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1080098.750000 Penalty: 4509.077148
	Iteration 22Q: 3 clusters Score -1080099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1080124.000000 Penalty: 4509.077148
	Iteration 23Q: 3 clusters Score -1080124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1080145.500000 Penalty: 4509.077148
	Iteration 24Q: 3 clusters Score -1080146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1080168.375000 Penalty: 4509.077148
	Iteration 25Q: 3 clusters Score -1080168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1080179.875000 Penalty: 4509.077148
	Iteration 26Q: 3 clusters Score -1080180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1080193.250000 Penalty: 4509.077148
	Iteration 27Q: 3 clusters Score -1080193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1080205.375000 Penalty: 4509.077148
	Iteration 28Q: 3 clusters Score -1080205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1080216.250000 Penalty: 4509.077148
	Iteration 29Q: 3 clusters Score -1080216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1080229.375000 Penalty: 4509.077148
	Iteration 30Q: 3 clusters Score -1080229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1080241.750000 Penalty: 4509.077148
	Iteration 31Q: 3 clusters Score -1080242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1080246.500000 Penalty: 4509.077148
	Iteration 32Q: 3 clusters Score -1080246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1080259.750000 Penalty: 4509.077148
	Iteration 33Q: 3 clusters Score -1080260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1080269.625000 Penalty: 4509.077148
	Iteration 34Q: 3 clusters Score -1080270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1080286.500000 Penalty: 4509.077148
	Iteration 35Q: 3 clusters Score -1080286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1080299.750000 Penalty: 4509.077148
	Iteration 36Q: 3 clusters Score -1080300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1080309.375000 Penalty: 4509.077148
	Iteration 37Q: 3 clusters Score -1080309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1080328.250000 Penalty: 4509.077148
	Iteration 38Q: 3 clusters Score -1080328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1080344.250000 Penalty: 4509.077148
	Iteration 39Q: 3 clusters Score -1080344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1080362.375000 Penalty: 4509.077148
	Iteration 40F: 3 clusters Score -1080362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1080391.750000 Penalty: 4509.077148
	Iteration 41Q: 3 clusters Score -1080392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1080414.500000 Penalty: 4509.077148
	Iteration 42Q: 3 clusters Score -1080414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1080449.000000 Penalty: 4509.077148
	Iteration 43Q: 3 clusters Score -1080449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1080485.625000 Penalty: 4509.077148
	Iteration 44Q: 3 clusters Score -1080486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1080545.375000 Penalty: 4509.077148
	Iteration 45Q: 3 clusters Score -1080545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1080607.500000 Penalty: 4509.077148
	Iteration 46Q: 3 clusters Score -1080608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1080659.750000 Penalty: 4509.077148
	Iteration 47Q: 3 clusters Score -1080660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1080697.500000 Penalty: 4509.077148
	Iteration 48Q: 3 clusters Score -1080698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1080744.375000 Penalty: 4509.077148
	Iteration 49Q: 3 clusters Score -1080744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1080781.625000 Penalty: 4509.077148
	Iteration 50Q: 3 clusters Score -1080782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1080808.500000 Penalty: 4509.077148
	Iteration 51Q: 3 clusters Score -1080808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1080821.500000 Penalty: 4509.077148
	Iteration 52Q: 3 clusters Score -1080822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1080832.625000 Penalty: 4509.077148
	Iteration 53Q: 3 clusters Score -1080833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1080836.375000 Penalty: 4509.077148
	Iteration 54Q: 3 clusters Score -1080836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1080841.375000 Penalty: 4509.077148
	Iteration 55Q: 3 clusters Score -1080841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1080844.125000 Penalty: 4509.077148
	Iteration 56Q: 3 clusters Score -1080844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1080842.875000 Penalty: 4509.077148
	Iteration 57Q: 3 clusters Score -1080843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1080849.375000 Penalty: 4509.077148
	Iteration 58Q: 3 clusters Score -1080849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1080853.500000 Penalty: 4509.077148
	Iteration 59Q: 3 clusters Score -1080854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1080857.875000 Penalty: 4509.077148
	Iteration 60F: 3 clusters Score -1080858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1080858.500000 Penalty: 4509.077148
	Iteration 61Q: 3 clusters Score -1080858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1080859.875000 Penalty: 4509.077148
	Iteration 62Q: 3 clusters Score -1080860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1080862.250000 Penalty: 4509.077148
	Iteration 63Q: 3 clusters Score -1080862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1080869.125000 Penalty: 4509.077148
	Iteration 64Q: 3 clusters Score -1080869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1080867.250000 Penalty: 4509.077148
	Iteration 65Q: 3 clusters Score -1080867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1080868.375000 Penalty: 4509.077148
	Iteration 66Q: 3 clusters Score -1080868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1080870.375000 Penalty: 4509.077148
	Iteration 67Q: 3 clusters Score -1080870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1080870.500000 Penalty: 4509.077148
	Iteration 68Q: 3 clusters Score -1080870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1080872.250000 Penalty: 4509.077148
	Iteration 69Q: 3 clusters Score -1080872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1080872.250000 Penalty: 4509.077148
	Iteration 70F: 3 clusters Score -1080872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -508737.281250 Penalty: 2066.173584
	Iteration 0F: 2 clusters Score -508737.3 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 2087 members 
Entering Unmasked Estep 
Score: -504726.968750 Penalty: 4132.347168
	Iteration 0F: 3 clusters Score -504727 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -505647.187500 Penalty: 4132.347168
	Iteration 1F: 3 clusters Score -505647.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -505840.343750 Penalty: 4132.347168
	Iteration 2F: 3 clusters Score -505840.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -505963.531250 Penalty: 4132.347168
	Iteration 3F: 3 clusters Score -505963.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -506032.656250 Penalty: 4132.347168
	Iteration 4Q: 3 clusters Score -506032.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -506089.937500 Penalty: 4132.347168
	Iteration 5Q: 3 clusters Score -506089.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -506139.062500 Penalty: 4132.347168
	Iteration 6Q: 3 clusters Score -506139.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -506189.093750 Penalty: 4132.347168
	Iteration 7Q: 3 clusters Score -506189.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -506235.250000 Penalty: 4132.347168
	Iteration 8Q: 3 clusters Score -506235.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -506278.437500 Penalty: 4132.347168
	Iteration 9Q: 3 clusters Score -506278.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -506321.000000 Penalty: 4132.347168
	Iteration 10Q: 3 clusters Score -506321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -506365.187500 Penalty: 4132.347168
	Iteration 11Q: 3 clusters Score -506365.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -506399.656250 Penalty: 4132.347168
	Iteration 12Q: 3 clusters Score -506399.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -506445.968750 Penalty: 4132.347168
	Iteration 13Q: 3 clusters Score -506446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -506498.343750 Penalty: 4132.347168
	Iteration 14Q: 3 clusters Score -506498.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -506560.531250 Penalty: 4132.347168
	Iteration 15Q: 3 clusters Score -506560.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -506635.625000 Penalty: 4132.347168
	Iteration 16Q: 3 clusters Score -506635.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -506705.093750 Penalty: 4132.347168
	Iteration 17Q: 3 clusters Score -506705.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -506761.437500 Penalty: 4132.347168
	Iteration 18Q: 3 clusters Score -506761.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -506825.875000 Penalty: 4132.347168
	Iteration 19Q: 3 clusters Score -506825.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -506884.968750 Penalty: 4132.347168
	Iteration 20F: 3 clusters Score -506885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -506946.156250 Penalty: 4132.347168
	Iteration 21Q: 3 clusters Score -506946.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -507024.406250 Penalty: 4132.347168
	Iteration 22Q: 3 clusters Score -507024.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -507101.875000 Penalty: 4132.347168
	Iteration 23Q: 3 clusters Score -507101.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -507177.312500 Penalty: 4132.347168
	Iteration 24Q: 3 clusters Score -507177.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -507240.781250 Penalty: 4132.347168
	Iteration 25Q: 3 clusters Score -507240.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -507284.656250 Penalty: 4132.347168
	Iteration 26Q: 3 clusters Score -507284.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -507324.843750 Penalty: 4132.347168
	Iteration 27Q: 3 clusters Score -507324.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -507369.625000 Penalty: 4132.347168
	Iteration 28Q: 3 clusters Score -507369.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -507393.125000 Penalty: 4132.347168
	Iteration 29Q: 3 clusters Score -507393.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -507411.281250 Penalty: 4132.347168
	Iteration 30Q: 3 clusters Score -507411.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -507428.000000 Penalty: 4132.347168
	Iteration 31Q: 3 clusters Score -507428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -507448.156250 Penalty: 4132.347168
	Iteration 32Q: 3 clusters Score -507448.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -507471.312500 Penalty: 4132.347168
	Iteration 33Q: 3 clusters Score -507471.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -507496.781250 Penalty: 4132.347168
	Iteration 34Q: 3 clusters Score -507496.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -507524.187500 Penalty: 4132.347168
	Iteration 35Q: 3 clusters Score -507524.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -507546.593750 Penalty: 4132.347168
	Iteration 36Q: 3 clusters Score -507546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -507564.843750 Penalty: 4132.347168
	Iteration 37Q: 3 clusters Score -507564.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -507580.343750 Penalty: 4132.347168
	Iteration 38Q: 3 clusters Score -507580.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -507597.375000 Penalty: 4132.347168
	Iteration 39Q: 3 clusters Score -507597.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507617.718750 Penalty: 4132.347168
	Iteration 40F: 3 clusters Score -507617.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -507627.281250 Penalty: 4132.347168
	Iteration 41Q: 3 clusters Score -507627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -507633.062500 Penalty: 4132.347168
	Iteration 42Q: 3 clusters Score -507633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -507637.468750 Penalty: 4132.347168
	Iteration 43Q: 3 clusters Score -507637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507640.531250 Penalty: 4132.347168
	Iteration 44Q: 3 clusters Score -507640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507642.906250 Penalty: 4132.347168
	Iteration 45Q: 3 clusters Score -507642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507647.062500 Penalty: 4132.347168
	Iteration 46Q: 3 clusters Score -507647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -507650.187500 Penalty: 4132.347168
	Iteration 47Q: 3 clusters Score -507650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -507650.843750 Penalty: 4132.347168
	Iteration 48Q: 3 clusters Score -507650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -507651.031250 Penalty: 4132.347168
	Iteration 49Q: 3 clusters Score -507651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507651.812500 Penalty: 4132.347168
	Iteration 50Q: 3 clusters Score -507651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -507652.406250 Penalty: 4132.347168
	Iteration 51Q: 3 clusters Score -507652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -507653.031250 Penalty: 4132.347168
	Iteration 52Q: 3 clusters Score -507653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507653.968750 Penalty: 4132.347168
	Iteration 53Q: 3 clusters Score -507654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -507653.968750 Penalty: 4132.347168
	Iteration 54F: 3 clusters Score -507654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -423868.406250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -423868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -420309.875000 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -420309.9 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421094.937500 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -421094.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -421275.437500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -421275.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -421380.375000 Penalty: 4039.904541
	Iteration 3Q: 3 clusters Score -421380.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421473.718750 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -421473.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -421551.625000 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -421551.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -421609.312500 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -421609.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -421652.500000 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -421652.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -421678.875000 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -421678.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -421710.781250 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -421710.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421740.718750 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -421740.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -421767.718750 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -421767.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -421792.250000 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -421792.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -421808.718750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -421808.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -421822.562500 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -421822.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421841.000000 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -421841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -421861.093750 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -421861.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -421881.250000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -421881.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -421898.031250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -421898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -421920.593750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -421920.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -421948.187500 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -421948.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -421982.343750 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -421982.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -422015.968750 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -422016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -422047.437500 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -422047.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -422068.125000 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -422068.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -422090.031250 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -422090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -422118.468750 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -422118.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -422140.312500 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -422140.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -422162.437500 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -422162.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -422184.718750 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -422184.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -422218.187500 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -422218.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -422253.625000 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -422253.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -422286.250000 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -422286.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -422316.031250 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -422316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -422344.000000 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -422344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -422364.468750 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -422364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -422372.250000 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -422372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -422376.312500 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -422376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -422381.656250 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -422381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -422387.781250 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -422387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -422392.500000 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -422392.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -422400.687500 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -422400.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -422411.281250 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -422411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -422417.406250 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -422417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -422425.125000 Penalty: 4039.904541
	Iteration 44Q: 3 clusters Score -422425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -422432.781250 Penalty: 4039.904541
	Iteration 45Q: 3 clusters Score -422432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -422441.812500 Penalty: 4039.904541
	Iteration 46Q: 3 clusters Score -422441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -422448.062500 Penalty: 4039.904541
	Iteration 47Q: 3 clusters Score -422448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -422456.781250 Penalty: 4039.904541
	Iteration 48Q: 3 clusters Score -422456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -422465.062500 Penalty: 4039.904541
	Iteration 49Q: 3 clusters Score -422465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -422475.156250 Penalty: 4039.904541
	Iteration 50Q: 3 clusters Score -422475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -422486.375000 Penalty: 4039.904541
	Iteration 51Q: 3 clusters Score -422486.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -422503.437500 Penalty: 4039.904541
	Iteration 52Q: 3 clusters Score -422503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -422515.843750 Penalty: 4039.904541
	Iteration 53Q: 3 clusters Score -422515.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -422534.406250 Penalty: 4039.904541
	Iteration 54Q: 3 clusters Score -422534.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -422545.218750 Penalty: 4039.904541
	Iteration 55Q: 3 clusters Score -422545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -422553.937500 Penalty: 4039.904541
	Iteration 56Q: 3 clusters Score -422553.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -422559.718750 Penalty: 4039.904541
	Iteration 57Q: 3 clusters Score -422559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -422563.062500 Penalty: 4039.904541
	Iteration 58Q: 3 clusters Score -422563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -422565.281250 Penalty: 4039.904541
	Iteration 59Q: 3 clusters Score -422565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -422570.031250 Penalty: 4039.904541
	Iteration 60F: 3 clusters Score -422570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422570.625000 Penalty: 4039.904541
	Iteration 61Q: 3 clusters Score -422570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422572.187500 Penalty: 4039.904541
	Iteration 62Q: 3 clusters Score -422572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422573.281250 Penalty: 4039.904541
	Iteration 63Q: 3 clusters Score -422573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -422575.250000 Penalty: 4039.904541
	Iteration 64Q: 3 clusters Score -422575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -422575.656250 Penalty: 4039.904541
	Iteration 65Q: 3 clusters Score -422575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422576.187500 Penalty: 4039.904541
	Iteration 66Q: 3 clusters Score -422576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422576.187500 Penalty: 4039.904541
	Iteration 67F: 3 clusters Score -422576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Entering Unmasked Estep 
Score: -1534813.875000 Penalty: 2334.129150
	Iteration 0F: 2 clusters Score -1534814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1525720.750000 Penalty: 4668.258301
	Iteration 0F: 3 clusters Score -1525721 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1528316.750000 Penalty: 4668.258301
	Iteration 1F: 3 clusters Score -1528317 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1528649.000000 Penalty: 4668.258301
	Iteration 2F: 3 clusters Score -1528649 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1528870.000000 Penalty: 4668.258301
	Iteration 3Q: 3 clusters Score -1528870 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1529053.125000 Penalty: 4668.258301
	Iteration 4Q: 3 clusters Score -1529053 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1529211.250000 Penalty: 4668.258301
	Iteration 5Q: 3 clusters Score -1529211 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1529376.125000 Penalty: 4668.258301
	Iteration 6Q: 3 clusters Score -1529376 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1529593.875000 Penalty: 4668.258301
	Iteration 7Q: 3 clusters Score -1529594 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1529874.375000 Penalty: 4668.258301
	Iteration 8Q: 3 clusters Score -1529874 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1530199.750000 Penalty: 4668.258301
	Iteration 9Q: 3 clusters Score -1530200 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1530557.125000 Penalty: 4668.258301
	Iteration 10Q: 3 clusters Score -1530557 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1530971.250000 Penalty: 4668.258301
	Iteration 11Q: 3 clusters Score -1530971 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1531400.500000 Penalty: 4668.258301
	Iteration 12Q: 3 clusters Score -1531400 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1531801.750000 Penalty: 4668.258301
	Iteration 13Q: 3 clusters Score -1531802 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1532103.125000 Penalty: 4668.258301
	Iteration 14Q: 3 clusters Score -1532103 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1532324.625000 Penalty: 4668.258301
	Iteration 15Q: 3 clusters Score -1532325 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1532481.875000 Penalty: 4668.258301
	Iteration 16Q: 3 clusters Score -1532482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1532594.250000 Penalty: 4668.258301
	Iteration 17Q: 3 clusters Score -1532594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1532678.625000 Penalty: 4668.258301
	Iteration 18Q: 3 clusters Score -1532679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1532750.000000 Penalty: 4668.258301
	Iteration 19Q: 3 clusters Score -1532750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1532818.500000 Penalty: 4668.258301
	Iteration 20F: 3 clusters Score -1532818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1532904.000000 Penalty: 4668.258301
	Iteration 21Q: 3 clusters Score -1532904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1533001.250000 Penalty: 4668.258301
	Iteration 22Q: 3 clusters Score -1533001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1533071.750000 Penalty: 4668.258301
	Iteration 23Q: 3 clusters Score -1533072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1533110.000000 Penalty: 4668.258301
	Iteration 24Q: 3 clusters Score -1533110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1533128.875000 Penalty: 4668.258301
	Iteration 25Q: 3 clusters Score -1533129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1533154.125000 Penalty: 4668.258301
	Iteration 26Q: 3 clusters Score -1533154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1533172.250000 Penalty: 4668.258301
	Iteration 27Q: 3 clusters Score -1533172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1533188.375000 Penalty: 4668.258301
	Iteration 28Q: 3 clusters Score -1533188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1533199.250000 Penalty: 4668.258301
	Iteration 29Q: 3 clusters Score -1533199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1533203.250000 Penalty: 4668.258301
	Iteration 30Q: 3 clusters Score -1533203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1533211.375000 Penalty: 4668.258301
	Iteration 31Q: 3 clusters Score -1533211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1533219.375000 Penalty: 4668.258301
	Iteration 32Q: 3 clusters Score -1533219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1533226.750000 Penalty: 4668.258301
	Iteration 33Q: 3 clusters Score -1533227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1533229.375000 Penalty: 4668.258301
	Iteration 34Q: 3 clusters Score -1533229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1533230.375000 Penalty: 4668.258301
	Iteration 35Q: 3 clusters Score -1533230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1533233.375000 Penalty: 4668.258301
	Iteration 36Q: 3 clusters Score -1533233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1533233.500000 Penalty: 4668.258301
	Iteration 37Q: 3 clusters Score -1533234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1533237.250000 Penalty: 4668.258301
	Iteration 38Q: 3 clusters Score -1533237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1533238.625000 Penalty: 4668.258301
	Iteration 39Q: 3 clusters Score -1533239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1533237.125000 Penalty: 4668.258301
	Iteration 40F: 3 clusters Score -1533237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1533239.875000 Penalty: 4668.258301
	Iteration 41Q: 3 clusters Score -1533240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1533240.625000 Penalty: 4668.258301
	Iteration 42Q: 3 clusters Score -1533241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1533242.625000 Penalty: 4668.258301
	Iteration 43Q: 3 clusters Score -1533243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1533244.125000 Penalty: 4668.258301
	Iteration 44Q: 3 clusters Score -1533244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1533244.375000 Penalty: 4668.258301
	Iteration 45Q: 3 clusters Score -1533244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1533244.250000 Penalty: 4668.258301
	Iteration 46Q: 3 clusters Score -1533244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1533244.250000 Penalty: 4668.258301
	Iteration 47F: 3 clusters Score -1533244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -390508.281250 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -390508.3 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 1819 members 
Entering Unmasked Estep 
Score: -386836.500000 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -386836.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -387874.375000 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -387874.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -388174.593750 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -388174.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -388369.906250 Penalty: 4074.105957
	Iteration 3F: 3 clusters Score -388369.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -388482.312500 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -388482.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -388572.968750 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -388573 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388638.031250 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -388638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -388679.500000 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -388679.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -388714.687500 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -388714.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -388742.343750 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -388742.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -388770.343750 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -388770.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -388802.250000 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -388802.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -388832.781250 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -388832.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -388866.843750 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -388866.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -388909.000000 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -388909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -388961.968750 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -388962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -389003.781250 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -389003.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -389052.000000 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -389052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -389098.781250 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -389098.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -389139.312500 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -389139.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -389171.031250 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -389171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -389200.687500 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -389200.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -389232.593750 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -389232.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389273.000000 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -389273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -389301.656250 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -389301.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -389319.437500 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -389319.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -389335.875000 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -389335.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -389350.531250 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -389350.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -389369.187500 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -389369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -389388.281250 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -389388.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -389397.468750 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -389397.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -389403.875000 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -389403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -389422.250000 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -389422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -389449.718750 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -389449.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -389479.718750 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -389479.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -389521.156250 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -389521.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -389569.906250 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -389569.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -389607.437500 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -389607.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -389664.437500 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -389664.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -389755.531250 Penalty: 4074.105957
	Iteration 39Q: 3 clusters Score -389755.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -389870.781250 Penalty: 4074.105957
	Iteration 40F: 3 clusters Score -389870.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -389998.437500 Penalty: 4074.105957
	Iteration 41Q: 3 clusters Score -389998.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -390132.437500 Penalty: 4074.105957
	Iteration 42Q: 3 clusters Score -390132.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -390225.031250 Penalty: 4074.105957
	Iteration 43Q: 3 clusters Score -390225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -390303.593750 Penalty: 4074.105957
	Iteration 44Q: 3 clusters Score -390303.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -390357.750000 Penalty: 4074.105957
	Iteration 45Q: 3 clusters Score -390357.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -390384.125000 Penalty: 4074.105957
	Iteration 46Q: 3 clusters Score -390384.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -390411.562500 Penalty: 4074.105957
	Iteration 47Q: 3 clusters Score -390411.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -390442.062500 Penalty: 4074.105957
	Iteration 48Q: 3 clusters Score -390442.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -390472.343750 Penalty: 4074.105957
	Iteration 49Q: 3 clusters Score -390472.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -390511.531250 Penalty: 4074.105957
	Iteration 50Q: 3 clusters Score -390511.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -390551.187500 Penalty: 4074.105957
	Iteration 51Q: 3 clusters Score -390551.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -390585.718750 Penalty: 4074.105957
	Iteration 52Q: 3 clusters Score -390585.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -390603.843750 Penalty: 4074.105957
	Iteration 53Q: 3 clusters Score -390603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -390612.968750 Penalty: 4074.105957
	Iteration 54Q: 3 clusters Score -390613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -390620.562500 Penalty: 4074.105957
	Iteration 55Q: 3 clusters Score -390620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -390624.000000 Penalty: 4074.105957
	Iteration 56Q: 3 clusters Score -390624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -390626.281250 Penalty: 4074.105957
	Iteration 57Q: 3 clusters Score -390626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -390627.343750 Penalty: 4074.105957
	Iteration 58Q: 3 clusters Score -390627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -390628.343750 Penalty: 4074.105957
	Iteration 59Q: 3 clusters Score -390628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -390630.218750 Penalty: 4074.105957
	Iteration 60F: 3 clusters Score -390630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -390632.093750 Penalty: 4074.105957
	Iteration 61Q: 3 clusters Score -390632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -390632.562500 Penalty: 4074.105957
	Iteration 62Q: 3 clusters Score -390632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -390632.562500 Penalty: 4074.105957
	Iteration 63F: 3 clusters Score -390632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 2622 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 1070 members 
Entering Unmasked Estep 
Score: -134489504.000000 Penalty: 255510.078125
Splitting cluster 62 changes total score from -134490864.000000 to -134489504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -408158.750000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -408158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -404723.031250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -404723 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405511.062500 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -405511.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -405692.500000 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -405692.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -405794.875000 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -405794.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -405875.687500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -405875.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -405968.718750 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -405968.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -406049.187500 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -406049.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -406102.750000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -406102.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -406152.281250 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -406152.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -406189.656250 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -406189.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -406218.343750 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -406218.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -406246.406250 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -406246.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -406273.531250 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -406273.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -406296.812500 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -406296.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -406325.312500 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -406325.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -406352.625000 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -406352.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -406369.968750 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -406370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -406382.093750 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -406382.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -406391.375000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -406391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -406397.312500 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -406397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -406400.687500 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -406400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -406403.593750 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -406403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -406406.531250 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -406406.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -406407.906250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -406407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -406409.250000 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -406409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -406409.218750 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -406409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -406409.593750 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -406409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -406409.812500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -406409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -406411.531250 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -406411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -406412.406250 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -406412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -406412.968750 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -406413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -406413.031250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -406413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -406413.031250 Penalty: 4026.334961
	Iteration 32F: 3 clusters Score -406413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177144.109375 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -177144.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177516.171875 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177516.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177627.609375 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177627.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177691.718750 Penalty: 3634.253174
	Iteration 3Q: 3 clusters Score -177691.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177730.015625 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177767.265625 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177767.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177786.265625 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -177786.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177799.937500 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -177799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -177812.484375 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -177812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177825.718750 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -177825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177836.062500 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -177836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -177841.062500 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -177841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177842.765625 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -177842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177843.703125 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -177843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177847.000000 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -177847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177848.578125 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -177848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177848.765625 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -177848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -177849.171875 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -177849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -177849.171875 Penalty: 3634.253174
	Iteration 18F: 3 clusters Score -177849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -435727.562500 Penalty: 1957.698364
	Iteration 0F: 2 clusters Score -435727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -432671.406250 Penalty: 3915.396729
	Iteration 0F: 3 clusters Score -432671.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -433350.875000 Penalty: 3915.396729
	Iteration 1F: 3 clusters Score -433350.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -433633.093750 Penalty: 3915.396729
	Iteration 2F: 3 clusters Score -433633.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -433902.750000 Penalty: 3915.396729
	Iteration 3F: 3 clusters Score -433902.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -434127.468750 Penalty: 3915.396729
	Iteration 4F: 3 clusters Score -434127.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -434347.343750 Penalty: 3915.396729
	Iteration 5F: 3 clusters Score -434347.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -434562.218750 Penalty: 3915.396729
	Iteration 6F: 3 clusters Score -434562.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -434720.562500 Penalty: 3915.396729
	Iteration 7F: 3 clusters Score -434720.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -434818.531250 Penalty: 3915.396729
	Iteration 8Q: 3 clusters Score -434818.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -434875.906250 Penalty: 3915.396729
	Iteration 9Q: 3 clusters Score -434875.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -434921.750000 Penalty: 3915.396729
	Iteration 10Q: 3 clusters Score -434921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -434948.781250 Penalty: 3915.396729
	Iteration 11Q: 3 clusters Score -434948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -434962.250000 Penalty: 3915.396729
	Iteration 12Q: 3 clusters Score -434962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -434972.843750 Penalty: 3915.396729
	Iteration 13Q: 3 clusters Score -434972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -434980.687500 Penalty: 3915.396729
	Iteration 14Q: 3 clusters Score -434980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434985.406250 Penalty: 3915.396729
	Iteration 15Q: 3 clusters Score -434985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -434990.156250 Penalty: 3915.396729
	Iteration 16Q: 3 clusters Score -434990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -434991.718750 Penalty: 3915.396729
	Iteration 17Q: 3 clusters Score -434991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -434992.718750 Penalty: 3915.396729
	Iteration 18Q: 3 clusters Score -434992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -434993.500000 Penalty: 3915.396729
	Iteration 19Q: 3 clusters Score -434993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -434994.843750 Penalty: 3915.396729
	Iteration 20F: 3 clusters Score -434994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -434998.968750 Penalty: 3915.396729
	Iteration 21Q: 3 clusters Score -434999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -435003.656250 Penalty: 3915.396729
	Iteration 22Q: 3 clusters Score -435003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -435003.781250 Penalty: 3915.396729
	Iteration 23Q: 3 clusters Score -435003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -435005.531250 Penalty: 3915.396729
	Iteration 24Q: 3 clusters Score -435005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -435005.531250 Penalty: 3915.396729
	Iteration 25F: 3 clusters Score -435005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Entering Unmasked Estep 
Score: -1419870.750000 Penalty: 2317.072266
	Iteration 0F: 2 clusters Score -1419871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1411269.875000 Penalty: 4634.144531
	Iteration 0F: 3 clusters Score -1411270 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1413840.000000 Penalty: 4634.144531
	Iteration 1F: 3 clusters Score -1413840 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1414186.125000 Penalty: 4634.144531
	Iteration 2F: 3 clusters Score -1414186 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1414456.625000 Penalty: 4634.144531
	Iteration 3F: 3 clusters Score -1414457 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1414699.625000 Penalty: 4634.144531
	Iteration 4Q: 3 clusters Score -1414700 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1414960.375000 Penalty: 4634.144531
	Iteration 5Q: 3 clusters Score -1414960 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1415242.000000 Penalty: 4634.144531
	Iteration 6Q: 3 clusters Score -1415242 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1415566.625000 Penalty: 4634.144531
	Iteration 7Q: 3 clusters Score -1415567 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1415908.500000 Penalty: 4634.144531
	Iteration 8Q: 3 clusters Score -1415908 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1416206.750000 Penalty: 4634.144531
	Iteration 9Q: 3 clusters Score -1416207 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1416477.250000 Penalty: 4634.144531
	Iteration 10Q: 3 clusters Score -1416477 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1416686.125000 Penalty: 4634.144531
	Iteration 11Q: 3 clusters Score -1416686 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1416875.750000 Penalty: 4634.144531
	Iteration 12Q: 3 clusters Score -1416876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1417031.875000 Penalty: 4634.144531
	Iteration 13Q: 3 clusters Score -1417032 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1417132.000000 Penalty: 4634.144531
	Iteration 14Q: 3 clusters Score -1417132 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1417226.625000 Penalty: 4634.144531
	Iteration 15Q: 3 clusters Score -1417227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1417312.625000 Penalty: 4634.144531
	Iteration 16Q: 3 clusters Score -1417313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1417400.250000 Penalty: 4634.144531
	Iteration 17Q: 3 clusters Score -1417400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1417471.750000 Penalty: 4634.144531
	Iteration 18Q: 3 clusters Score -1417472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1417520.000000 Penalty: 4634.144531
	Iteration 19Q: 3 clusters Score -1417520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1417566.500000 Penalty: 4634.144531
	Iteration 20F: 3 clusters Score -1417566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1417607.375000 Penalty: 4634.144531
	Iteration 21Q: 3 clusters Score -1417607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1417639.250000 Penalty: 4634.144531
	Iteration 22Q: 3 clusters Score -1417639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1417667.750000 Penalty: 4634.144531
	Iteration 23Q: 3 clusters Score -1417668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1417688.125000 Penalty: 4634.144531
	Iteration 24Q: 3 clusters Score -1417688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1417702.750000 Penalty: 4634.144531
	Iteration 25Q: 3 clusters Score -1417703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1417726.500000 Penalty: 4634.144531
	Iteration 26Q: 3 clusters Score -1417726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1417737.000000 Penalty: 4634.144531
	Iteration 27Q: 3 clusters Score -1417737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1417743.875000 Penalty: 4634.144531
	Iteration 28Q: 3 clusters Score -1417744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1417758.250000 Penalty: 4634.144531
	Iteration 29Q: 3 clusters Score -1417758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1417775.375000 Penalty: 4634.144531
	Iteration 30Q: 3 clusters Score -1417775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1417786.250000 Penalty: 4634.144531
	Iteration 31Q: 3 clusters Score -1417786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1417790.625000 Penalty: 4634.144531
	Iteration 32Q: 3 clusters Score -1417791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1417793.125000 Penalty: 4634.144531
	Iteration 33Q: 3 clusters Score -1417793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1417801.875000 Penalty: 4634.144531
	Iteration 34Q: 3 clusters Score -1417802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1417805.625000 Penalty: 4634.144531
	Iteration 35Q: 3 clusters Score -1417806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1417810.625000 Penalty: 4634.144531
	Iteration 36Q: 3 clusters Score -1417811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1417817.625000 Penalty: 4634.144531
	Iteration 37Q: 3 clusters Score -1417818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1417824.375000 Penalty: 4634.144531
	Iteration 38Q: 3 clusters Score -1417824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1417829.500000 Penalty: 4634.144531
	Iteration 39Q: 3 clusters Score -1417830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1417835.625000 Penalty: 4634.144531
	Iteration 40F: 3 clusters Score -1417836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1417840.125000 Penalty: 4634.144531
	Iteration 41Q: 3 clusters Score -1417840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1417841.500000 Penalty: 4634.144531
	Iteration 42Q: 3 clusters Score -1417842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1417845.000000 Penalty: 4634.144531
	Iteration 43Q: 3 clusters Score -1417845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1417846.750000 Penalty: 4634.144531
	Iteration 44Q: 3 clusters Score -1417847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1417848.375000 Penalty: 4634.144531
	Iteration 45Q: 3 clusters Score -1417848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1417847.000000 Penalty: 4634.144531
	Iteration 46Q: 3 clusters Score -1417847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1417850.500000 Penalty: 4634.144531
	Iteration 47Q: 3 clusters Score -1417850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1417852.375000 Penalty: 4634.144531
	Iteration 48Q: 3 clusters Score -1417852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1417853.125000 Penalty: 4634.144531
	Iteration 49Q: 3 clusters Score -1417853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1417854.000000 Penalty: 4634.144531
	Iteration 50Q: 3 clusters Score -1417854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1417855.125000 Penalty: 4634.144531
	Iteration 51Q: 3 clusters Score -1417855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1417855.125000 Penalty: 4634.144531
	Iteration 52F: 3 clusters Score -1417855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40680.105469 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40680.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41020.695312 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -41020.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41300.484375 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -41300.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41464.250000 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -41464.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41506.957031 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -41506.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41520.472656 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -41520.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41544.457031 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41544.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41555.515625 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41555.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41560.843750 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -41560.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41560.843750 Penalty: 3012.230225
	Iteration 9F: 3 clusters Score -41560.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -209383.078125 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -209383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206969.484375 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -206969.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207392.390625 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -207392.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207521.437500 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -207521.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -207579.234375 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -207579.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207627.078125 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -207627.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -207653.390625 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -207653.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207674.734375 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -207674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207699.906250 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -207699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -207711.500000 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -207711.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -207722.890625 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -207722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -207731.578125 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -207731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -207737.359375 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -207737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207742.296875 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -207742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207749.375000 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -207749.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -207758.593750 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -207758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207771.281250 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -207771.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207784.765625 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -207784.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207804.250000 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -207804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207819.468750 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -207819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207828.828125 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -207828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207839.656250 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -207839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207849.062500 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -207849.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207857.281250 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -207857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -207864.734375 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -207864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -207869.468750 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -207869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -207877.562500 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -207877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -207885.640625 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -207885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207892.828125 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -207892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207900.046875 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -207900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -207909.218750 Penalty: 3696.966553
	Iteration 29Q: 3 clusters Score -207909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -207919.718750 Penalty: 3696.966553
	Iteration 30Q: 3 clusters Score -207919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -207930.625000 Penalty: 3696.966553
	Iteration 31Q: 3 clusters Score -207930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -207938.390625 Penalty: 3696.966553
	Iteration 32Q: 3 clusters Score -207938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -207941.171875 Penalty: 3696.966553
	Iteration 33Q: 3 clusters Score -207941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -207941.734375 Penalty: 3696.966553
	Iteration 34Q: 3 clusters Score -207941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -207941.734375 Penalty: 3696.966553
	Iteration 35F: 3 clusters Score -207941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -614085.187500 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -614085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -609574.000000 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -609574 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -610708.312500 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -610708.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -610912.937500 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -610912.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -611029.750000 Penalty: 4228.184570
	Iteration 3Q: 3 clusters Score -611029.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -611117.437500 Penalty: 4228.184570
	Iteration 4Q: 3 clusters Score -611117.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -611176.312500 Penalty: 4228.184570
	Iteration 5Q: 3 clusters Score -611176.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -611221.250000 Penalty: 4228.184570
	Iteration 6Q: 3 clusters Score -611221.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -611261.562500 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -611261.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611296.250000 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -611296.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -611326.687500 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -611326.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -611354.812500 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -611354.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -611379.437500 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -611379.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -611406.250000 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -611406.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -611431.500000 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -611431.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -611456.562500 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -611456.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -611481.375000 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -611481.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -611506.500000 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -611506.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -611531.687500 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -611531.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -611557.125000 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -611557.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -611581.062500 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -611581.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -611600.187500 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -611600.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -611621.687500 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -611621.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -611643.375000 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -611643.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -611664.062500 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -611664.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -611683.625000 Penalty: 4228.184570
	Iteration 24Q: 3 clusters Score -611683.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -611702.625000 Penalty: 4228.184570
	Iteration 25Q: 3 clusters Score -611702.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -611720.937500 Penalty: 4228.184570
	Iteration 26Q: 3 clusters Score -611720.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -611738.812500 Penalty: 4228.184570
	Iteration 27Q: 3 clusters Score -611738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -611754.187500 Penalty: 4228.184570
	Iteration 28Q: 3 clusters Score -611754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -611765.250000 Penalty: 4228.184570
	Iteration 29Q: 3 clusters Score -611765.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -611780.562500 Penalty: 4228.184570
	Iteration 30Q: 3 clusters Score -611780.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -611802.562500 Penalty: 4228.184570
	Iteration 31Q: 3 clusters Score -611802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -611830.500000 Penalty: 4228.184570
	Iteration 32Q: 3 clusters Score -611830.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -611854.375000 Penalty: 4228.184570
	Iteration 33Q: 3 clusters Score -611854.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -611875.687500 Penalty: 4228.184570
	Iteration 34Q: 3 clusters Score -611875.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -611900.000000 Penalty: 4228.184570
	Iteration 35Q: 3 clusters Score -611900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -611924.312500 Penalty: 4228.184570
	Iteration 36Q: 3 clusters Score -611924.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -611947.125000 Penalty: 4228.184570
	Iteration 37Q: 3 clusters Score -611947.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -611975.375000 Penalty: 4228.184570
	Iteration 38Q: 3 clusters Score -611975.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -611998.375000 Penalty: 4228.184570
	Iteration 39Q: 3 clusters Score -611998.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -612021.437500 Penalty: 4228.184570
	Iteration 40F: 3 clusters Score -612021.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -612033.812500 Penalty: 4228.184570
	Iteration 41Q: 3 clusters Score -612033.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -612043.437500 Penalty: 4228.184570
	Iteration 42Q: 3 clusters Score -612043.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -612053.875000 Penalty: 4228.184570
	Iteration 43Q: 3 clusters Score -612053.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -612065.875000 Penalty: 4228.184570
	Iteration 44Q: 3 clusters Score -612065.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -612079.937500 Penalty: 4228.184570
	Iteration 45Q: 3 clusters Score -612079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -612092.812500 Penalty: 4228.184570
	Iteration 46Q: 3 clusters Score -612092.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -612105.250000 Penalty: 4228.184570
	Iteration 47Q: 3 clusters Score -612105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -612117.250000 Penalty: 4228.184570
	Iteration 48Q: 3 clusters Score -612117.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -612124.250000 Penalty: 4228.184570
	Iteration 49Q: 3 clusters Score -612124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -612136.187500 Penalty: 4228.184570
	Iteration 50Q: 3 clusters Score -612136.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -612141.000000 Penalty: 4228.184570
	Iteration 51Q: 3 clusters Score -612141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -612146.875000 Penalty: 4228.184570
	Iteration 52Q: 3 clusters Score -612146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -612150.437500 Penalty: 4228.184570
	Iteration 53Q: 3 clusters Score -612150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -612157.812500 Penalty: 4228.184570
	Iteration 54Q: 3 clusters Score -612157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -612165.750000 Penalty: 4228.184570
	Iteration 55Q: 3 clusters Score -612165.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -612170.625000 Penalty: 4228.184570
	Iteration 56Q: 3 clusters Score -612170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -612176.875000 Penalty: 4228.184570
	Iteration 57Q: 3 clusters Score -612176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -612183.062500 Penalty: 4228.184570
	Iteration 58Q: 3 clusters Score -612183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -612186.750000 Penalty: 4228.184570
	Iteration 59Q: 3 clusters Score -612186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -612191.687500 Penalty: 4228.184570
	Iteration 60F: 3 clusters Score -612191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -612197.500000 Penalty: 4228.184570
	Iteration 61Q: 3 clusters Score -612197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -612198.062500 Penalty: 4228.184570
	Iteration 62Q: 3 clusters Score -612198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -612200.937500 Penalty: 4228.184570
	Iteration 63Q: 3 clusters Score -612200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -612202.250000 Penalty: 4228.184570
	Iteration 64Q: 3 clusters Score -612202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -612204.375000 Penalty: 4228.184570
	Iteration 65Q: 3 clusters Score -612204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -612206.250000 Penalty: 4228.184570
	Iteration 66Q: 3 clusters Score -612206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -612208.187500 Penalty: 4228.184570
	Iteration 67Q: 3 clusters Score -612208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -612208.187500 Penalty: 4228.184570
	Iteration 68F: 3 clusters Score -612208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -590795.437500 Penalty: 2037.857910
	Iteration 0F: 2 clusters Score -590795.4 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 1846 members 
Entering Unmasked Estep 
Score: -587128.687500 Penalty: 4075.715820
	Iteration 0F: 3 clusters Score -587128.7 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -588479.875000 Penalty: 4075.715820
	Iteration 1F: 3 clusters Score -588479.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -589264.687500 Penalty: 4075.715820
	Iteration 2F: 3 clusters Score -589264.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -589951.375000 Penalty: 4075.715820
	Iteration 3F: 3 clusters Score -589951.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -590489.250000 Penalty: 4075.715820
	Iteration 4F: 3 clusters Score -590489.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -590823.875000 Penalty: 4075.715820
	Iteration 5F: 3 clusters Score -590823.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -590961.875000 Penalty: 4075.715820
	Iteration 6Q: 3 clusters Score -590961.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -591024.937500 Penalty: 4075.715820
	Iteration 7Q: 3 clusters Score -591024.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -591065.750000 Penalty: 4075.715820
	Iteration 8Q: 3 clusters Score -591065.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -591104.062500 Penalty: 4075.715820
	Iteration 9Q: 3 clusters Score -591104.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -591146.812500 Penalty: 4075.715820
	Iteration 10Q: 3 clusters Score -591146.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -591192.562500 Penalty: 4075.715820
	Iteration 11Q: 3 clusters Score -591192.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -591220.875000 Penalty: 4075.715820
	Iteration 12Q: 3 clusters Score -591220.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -591247.312500 Penalty: 4075.715820
	Iteration 13Q: 3 clusters Score -591247.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -591273.687500 Penalty: 4075.715820
	Iteration 14Q: 3 clusters Score -591273.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -591312.000000 Penalty: 4075.715820
	Iteration 15Q: 3 clusters Score -591312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -591366.625000 Penalty: 4075.715820
	Iteration 16Q: 3 clusters Score -591366.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -591398.125000 Penalty: 4075.715820
	Iteration 17Q: 3 clusters Score -591398.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -591410.562500 Penalty: 4075.715820
	Iteration 18Q: 3 clusters Score -591410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -591419.687500 Penalty: 4075.715820
	Iteration 19Q: 3 clusters Score -591419.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -591423.000000 Penalty: 4075.715820
	Iteration 20F: 3 clusters Score -591423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -591429.312500 Penalty: 4075.715820
	Iteration 21Q: 3 clusters Score -591429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -591436.125000 Penalty: 4075.715820
	Iteration 22Q: 3 clusters Score -591436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -591439.687500 Penalty: 4075.715820
	Iteration 23Q: 3 clusters Score -591439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -591446.750000 Penalty: 4075.715820
	Iteration 24Q: 3 clusters Score -591446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -591452.625000 Penalty: 4075.715820
	Iteration 25Q: 3 clusters Score -591452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -591456.437500 Penalty: 4075.715820
	Iteration 26Q: 3 clusters Score -591456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -591465.875000 Penalty: 4075.715820
	Iteration 27Q: 3 clusters Score -591465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -591484.562500 Penalty: 4075.715820
	Iteration 28Q: 3 clusters Score -591484.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -591545.187500 Penalty: 4075.715820
	Iteration 29Q: 3 clusters Score -591545.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -591736.375000 Penalty: 4075.715820
	Iteration 30Q: 3 clusters Score -591736.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -591863.062500 Penalty: 4075.715820
	Iteration 31Q: 3 clusters Score -591863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591892.187500 Penalty: 4075.715820
	Iteration 32Q: 3 clusters Score -591892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -591906.250000 Penalty: 4075.715820
	Iteration 33Q: 3 clusters Score -591906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -591919.000000 Penalty: 4075.715820
	Iteration 34Q: 3 clusters Score -591919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -591934.812500 Penalty: 4075.715820
	Iteration 35Q: 3 clusters Score -591934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -591949.375000 Penalty: 4075.715820
	Iteration 36Q: 3 clusters Score -591949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -591964.875000 Penalty: 4075.715820
	Iteration 37Q: 3 clusters Score -591964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -591975.687500 Penalty: 4075.715820
	Iteration 38Q: 3 clusters Score -591975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -591983.125000 Penalty: 4075.715820
	Iteration 39Q: 3 clusters Score -591983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -591992.625000 Penalty: 4075.715820
	Iteration 40F: 3 clusters Score -591992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -592000.187500 Penalty: 4075.715820
	Iteration 41Q: 3 clusters Score -592000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -592003.875000 Penalty: 4075.715820
	Iteration 42Q: 3 clusters Score -592003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -592006.562500 Penalty: 4075.715820
	Iteration 43Q: 3 clusters Score -592006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -592006.562500 Penalty: 4075.715820
	Iteration 44F: 3 clusters Score -592006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 1640 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 2064 members 
Entering Unmasked Estep 
Score: -134490288.000000 Penalty: 255510.078125
Splitting cluster 70 changes total score from -134490864.000000 to -134490288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -131921.859375 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -131921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -130140.726562 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -130140.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -130445.132812 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -130445.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -130607.382812 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -130607.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130730.320312 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -130730.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -130831.914062 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -130831.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -130930.921875 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -130930.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131048.468750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -131048.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -131182.890625 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -131182.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -131332.109375 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -131332.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -131507.625000 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -131507.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -131649.093750 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -131649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -131821.265625 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -131821.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -131896.640625 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -131896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -131940.296875 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -131940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -131982.312500 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -131982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -131995.328125 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -131995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -131997.187500 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -131997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -132000.375000 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -132000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -132000.375000 Penalty: 3329.626465
	Iteration 18F: 3 clusters Score -132000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 584 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 239 members 
Entering Unmasked Estep 
Score: -134489024.000000 Penalty: 255510.078125
Splitting cluster 71 changes total score from -134490864.000000 to -134489024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -396696.562500 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -396696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -393297.468750 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -393297.5 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -393968.906250 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -393968.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -394146.656250 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -394146.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -394254.718750 Penalty: 4004.871582
	Iteration 3F: 3 clusters Score -394254.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -394336.937500 Penalty: 4004.871582
	Iteration 4Q: 3 clusters Score -394336.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -394399.906250 Penalty: 4004.871582
	Iteration 5Q: 3 clusters Score -394399.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -394458.000000 Penalty: 4004.871582
	Iteration 6Q: 3 clusters Score -394458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -394511.093750 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -394511.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -394548.093750 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -394548.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -394579.125000 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -394579.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -394607.781250 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -394607.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -394637.437500 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -394637.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -394667.406250 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -394667.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -394690.625000 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -394690.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -394707.500000 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -394707.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -394722.187500 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -394722.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -394740.968750 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -394741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -394762.093750 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -394762.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -394778.000000 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -394778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -394797.000000 Penalty: 4004.871582
	Iteration 19Q: 3 clusters Score -394797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -394817.812500 Penalty: 4004.871582
	Iteration 20F: 3 clusters Score -394817.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -394846.218750 Penalty: 4004.871582
	Iteration 21Q: 3 clusters Score -394846.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -394872.750000 Penalty: 4004.871582
	Iteration 22Q: 3 clusters Score -394872.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -394897.843750 Penalty: 4004.871582
	Iteration 23Q: 3 clusters Score -394897.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -394932.468750 Penalty: 4004.871582
	Iteration 24Q: 3 clusters Score -394932.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -394982.343750 Penalty: 4004.871582
	Iteration 25Q: 3 clusters Score -394982.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -395049.062500 Penalty: 4004.871582
	Iteration 26Q: 3 clusters Score -395049.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -395121.343750 Penalty: 4004.871582
	Iteration 27Q: 3 clusters Score -395121.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -395211.218750 Penalty: 4004.871582
	Iteration 28Q: 3 clusters Score -395211.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -395304.750000 Penalty: 4004.871582
	Iteration 29Q: 3 clusters Score -395304.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -395366.468750 Penalty: 4004.871582
	Iteration 30Q: 3 clusters Score -395366.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -395413.281250 Penalty: 4004.871582
	Iteration 31Q: 3 clusters Score -395413.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -395444.218750 Penalty: 4004.871582
	Iteration 32Q: 3 clusters Score -395444.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -395474.250000 Penalty: 4004.871582
	Iteration 33Q: 3 clusters Score -395474.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -395502.656250 Penalty: 4004.871582
	Iteration 34Q: 3 clusters Score -395502.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -395516.187500 Penalty: 4004.871582
	Iteration 35Q: 3 clusters Score -395516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -395527.968750 Penalty: 4004.871582
	Iteration 36Q: 3 clusters Score -395528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -395533.750000 Penalty: 4004.871582
	Iteration 37Q: 3 clusters Score -395533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -395540.437500 Penalty: 4004.871582
	Iteration 38Q: 3 clusters Score -395540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -395549.500000 Penalty: 4004.871582
	Iteration 39Q: 3 clusters Score -395549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -395563.687500 Penalty: 4004.871582
	Iteration 40F: 3 clusters Score -395563.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -395583.468750 Penalty: 4004.871582
	Iteration 41Q: 3 clusters Score -395583.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -395609.250000 Penalty: 4004.871582
	Iteration 42Q: 3 clusters Score -395609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -395635.281250 Penalty: 4004.871582
	Iteration 43Q: 3 clusters Score -395635.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -395647.437500 Penalty: 4004.871582
	Iteration 44Q: 3 clusters Score -395647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -395660.906250 Penalty: 4004.871582
	Iteration 45Q: 3 clusters Score -395660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -395680.906250 Penalty: 4004.871582
	Iteration 46Q: 3 clusters Score -395680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -395691.531250 Penalty: 4004.871582
	Iteration 47Q: 3 clusters Score -395691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -395696.031250 Penalty: 4004.871582
	Iteration 48Q: 3 clusters Score -395696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -395703.093750 Penalty: 4004.871582
	Iteration 49Q: 3 clusters Score -395703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -395711.437500 Penalty: 4004.871582
	Iteration 50Q: 3 clusters Score -395711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -395721.906250 Penalty: 4004.871582
	Iteration 51Q: 3 clusters Score -395721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -395737.187500 Penalty: 4004.871582
	Iteration 52Q: 3 clusters Score -395737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -395745.687500 Penalty: 4004.871582
	Iteration 53Q: 3 clusters Score -395745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -395752.968750 Penalty: 4004.871582
	Iteration 54Q: 3 clusters Score -395753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -395754.968750 Penalty: 4004.871582
	Iteration 55Q: 3 clusters Score -395755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -395757.937500 Penalty: 4004.871582
	Iteration 56Q: 3 clusters Score -395757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -395758.625000 Penalty: 4004.871582
	Iteration 57Q: 3 clusters Score -395758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -395758.750000 Penalty: 4004.871582
	Iteration 58Q: 3 clusters Score -395758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -395759.468750 Penalty: 4004.871582
	Iteration 59Q: 3 clusters Score -395759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -395759.468750 Penalty: 4004.871582
	Iteration 60F: 3 clusters Score -395759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -1112763.000000 Penalty: 2187.130371
	Iteration 0F: 2 clusters Score -1112763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1107150.000000 Penalty: 4374.260742
	Iteration 0F: 3 clusters Score -1107150 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1108737.375000 Penalty: 4374.260742
	Iteration 1F: 3 clusters Score -1108737 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1109033.375000 Penalty: 4374.260742
	Iteration 2F: 3 clusters Score -1109033 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1109225.250000 Penalty: 4374.260742
	Iteration 3F: 3 clusters Score -1109225 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1109382.875000 Penalty: 4374.260742
	Iteration 4Q: 3 clusters Score -1109383 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1109512.750000 Penalty: 4374.260742
	Iteration 5Q: 3 clusters Score -1109513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1109629.375000 Penalty: 4374.260742
	Iteration 6Q: 3 clusters Score -1109629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1109737.250000 Penalty: 4374.260742
	Iteration 7Q: 3 clusters Score -1109737 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1109834.250000 Penalty: 4374.260742
	Iteration 8Q: 3 clusters Score -1109834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1109918.000000 Penalty: 4374.260742
	Iteration 9Q: 3 clusters Score -1109918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1109988.000000 Penalty: 4374.260742
	Iteration 10Q: 3 clusters Score -1109988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1110052.875000 Penalty: 4374.260742
	Iteration 11Q: 3 clusters Score -1110053 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1110118.625000 Penalty: 4374.260742
	Iteration 12Q: 3 clusters Score -1110119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1110170.375000 Penalty: 4374.260742
	Iteration 13Q: 3 clusters Score -1110170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1110231.250000 Penalty: 4374.260742
	Iteration 14Q: 3 clusters Score -1110231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1110285.125000 Penalty: 4374.260742
	Iteration 15Q: 3 clusters Score -1110285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1110335.500000 Penalty: 4374.260742
	Iteration 16Q: 3 clusters Score -1110336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1110391.250000 Penalty: 4374.260742
	Iteration 17Q: 3 clusters Score -1110391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1110447.500000 Penalty: 4374.260742
	Iteration 18Q: 3 clusters Score -1110448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1110503.375000 Penalty: 4374.260742
	Iteration 19Q: 3 clusters Score -1110503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1110545.875000 Penalty: 4374.260742
	Iteration 20F: 3 clusters Score -1110546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1110583.750000 Penalty: 4374.260742
	Iteration 21Q: 3 clusters Score -1110584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1110612.875000 Penalty: 4374.260742
	Iteration 22Q: 3 clusters Score -1110613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1110637.375000 Penalty: 4374.260742
	Iteration 23Q: 3 clusters Score -1110637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1110658.500000 Penalty: 4374.260742
	Iteration 24Q: 3 clusters Score -1110658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1110678.000000 Penalty: 4374.260742
	Iteration 25Q: 3 clusters Score -1110678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1110687.750000 Penalty: 4374.260742
	Iteration 26Q: 3 clusters Score -1110688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1110702.250000 Penalty: 4374.260742
	Iteration 27Q: 3 clusters Score -1110702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1110718.000000 Penalty: 4374.260742
	Iteration 28Q: 3 clusters Score -1110718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1110730.000000 Penalty: 4374.260742
	Iteration 29Q: 3 clusters Score -1110730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1110742.375000 Penalty: 4374.260742
	Iteration 30Q: 3 clusters Score -1110742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1110755.000000 Penalty: 4374.260742
	Iteration 31Q: 3 clusters Score -1110755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1110759.875000 Penalty: 4374.260742
	Iteration 32Q: 3 clusters Score -1110760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1110772.000000 Penalty: 4374.260742
	Iteration 33Q: 3 clusters Score -1110772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1110784.125000 Penalty: 4374.260742
	Iteration 34Q: 3 clusters Score -1110784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1110795.000000 Penalty: 4374.260742
	Iteration 35Q: 3 clusters Score -1110795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1110810.375000 Penalty: 4374.260742
	Iteration 36Q: 3 clusters Score -1110810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1110824.500000 Penalty: 4374.260742
	Iteration 37Q: 3 clusters Score -1110824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1110832.375000 Penalty: 4374.260742
	Iteration 38Q: 3 clusters Score -1110832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1110840.000000 Penalty: 4374.260742
	Iteration 39Q: 3 clusters Score -1110840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1110846.250000 Penalty: 4374.260742
	Iteration 40F: 3 clusters Score -1110846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1110851.375000 Penalty: 4374.260742
	Iteration 41Q: 3 clusters Score -1110851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1110854.125000 Penalty: 4374.260742
	Iteration 42Q: 3 clusters Score -1110854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1110864.625000 Penalty: 4374.260742
	Iteration 43Q: 3 clusters Score -1110865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1110870.250000 Penalty: 4374.260742
	Iteration 44Q: 3 clusters Score -1110870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1110877.750000 Penalty: 4374.260742
	Iteration 45Q: 3 clusters Score -1110878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1110883.250000 Penalty: 4374.260742
	Iteration 46Q: 3 clusters Score -1110883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1110888.375000 Penalty: 4374.260742
	Iteration 47Q: 3 clusters Score -1110888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1110895.750000 Penalty: 4374.260742
	Iteration 48Q: 3 clusters Score -1110896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1110902.000000 Penalty: 4374.260742
	Iteration 49Q: 3 clusters Score -1110902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1110913.750000 Penalty: 4374.260742
	Iteration 50Q: 3 clusters Score -1110914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1110936.125000 Penalty: 4374.260742
	Iteration 51Q: 3 clusters Score -1110936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1110949.125000 Penalty: 4374.260742
	Iteration 52Q: 3 clusters Score -1110949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1110960.625000 Penalty: 4374.260742
	Iteration 53Q: 3 clusters Score -1110961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1110970.625000 Penalty: 4374.260742
	Iteration 54Q: 3 clusters Score -1110971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1110981.875000 Penalty: 4374.260742
	Iteration 55Q: 3 clusters Score -1110982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1110993.875000 Penalty: 4374.260742
	Iteration 56Q: 3 clusters Score -1110994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1110995.000000 Penalty: 4374.260742
	Iteration 57Q: 3 clusters Score -1110995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1111000.375000 Penalty: 4374.260742
	Iteration 58Q: 3 clusters Score -1111000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1111004.625000 Penalty: 4374.260742
	Iteration 59Q: 3 clusters Score -1111005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1111007.750000 Penalty: 4374.260742
	Iteration 60F: 3 clusters Score -1111008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1111013.500000 Penalty: 4374.260742
	Iteration 61Q: 3 clusters Score -1111014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1111018.875000 Penalty: 4374.260742
	Iteration 62Q: 3 clusters Score -1111019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1111025.875000 Penalty: 4374.260742
	Iteration 63Q: 3 clusters Score -1111026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1111026.625000 Penalty: 4374.260742
	Iteration 64Q: 3 clusters Score -1111027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1111032.875000 Penalty: 4374.260742
	Iteration 65Q: 3 clusters Score -1111033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1111035.500000 Penalty: 4374.260742
	Iteration 66Q: 3 clusters Score -1111036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1111039.375000 Penalty: 4374.260742
	Iteration 67Q: 3 clusters Score -1111039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1111038.625000 Penalty: 4374.260742
	Iteration 68Q: 3 clusters Score -1111039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1111040.625000 Penalty: 4374.260742
	Iteration 69Q: 3 clusters Score -1111041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1111041.500000 Penalty: 4374.260742
	Iteration 70Q: 3 clusters Score -1111042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1111040.375000 Penalty: 4374.260742
	Iteration 71Q: 3 clusters Score -1111040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1111041.500000 Penalty: 4374.260742
	Iteration 72Q: 3 clusters Score -1111042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1111042.000000 Penalty: 4374.260742
	Iteration 73Q: 3 clusters Score -1111042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1111044.000000 Penalty: 4374.260742
	Iteration 74Q: 3 clusters Score -1111044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1111043.625000 Penalty: 4374.260742
	Iteration 75Q: 3 clusters Score -1111044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1111045.750000 Penalty: 4374.260742
	Iteration 76Q: 3 clusters Score -1111046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1111045.375000 Penalty: 4374.260742
	Iteration 77Q: 3 clusters Score -1111045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1111046.000000 Penalty: 4374.260742
	Iteration 78Q: 3 clusters Score -1111046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1111049.375000 Penalty: 4374.260742
	Iteration 79Q: 3 clusters Score -1111049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1111046.500000 Penalty: 4374.260742
	Iteration 80F: 3 clusters Score -1111046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1111052.625000 Penalty: 4374.260742
	Iteration 81Q: 3 clusters Score -1111053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1111054.375000 Penalty: 4374.260742
	Iteration 82Q: 3 clusters Score -1111054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1111055.625000 Penalty: 4374.260742
	Iteration 83Q: 3 clusters Score -1111056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1111055.625000 Penalty: 4374.260742
	Iteration 84Q: 3 clusters Score -1111056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1111055.500000 Penalty: 4374.260742
	Iteration 85Q: 3 clusters Score -1111056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1111055.500000 Penalty: 4374.260742
	Iteration 86F: 3 clusters Score -1111056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35684 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34306 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 31048 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77789 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16544 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18397 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3704 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490784.000000 Penalty: 252057.234375
Iteration 319Q: 74 clusters Score -1.344908e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42608 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47898 members 
Mstep: Class 9 contains 31054 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77772 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135455 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 16538 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24187 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18396 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3702 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 252057.234375
Iteration 320F: 74 clusters Score -1.344908e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42608 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 9 contains 31067 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11198 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77765 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135456 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16529 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24188 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 725 members 
Mstep: Class 42 contains 66656 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18395 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239873 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5038 members 
Mstep: Class 70 contains 3701 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490736.000000 Penalty: 252057.234375
Iteration 321Q: 74 clusters Score -1.344907e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34308 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47899 members 
Mstep: Class 9 contains 31080 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11200 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77760 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135455 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16524 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24188 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 725 members 
Mstep: Class 42 contains 66657 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11053 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239873 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5037 members 
Mstep: Class 70 contains 3699 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490608.000000 Penalty: 252057.234375
Iteration 322Q: 74 clusters Score -1.344906e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47896 members 
Mstep: Class 9 contains 31094 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77755 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135454 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18565 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16515 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24184 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 724 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18391 members 
Mstep: Class 45 contains 11054 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239874 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2578 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2681 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3699 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490688.000000 Penalty: 252057.234375
Iteration 323Q: 74 clusters Score -1.344907e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31109 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77750 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18566 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16506 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24185 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18390 members 
Mstep: Class 45 contains 11055 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2578 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2682 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3699 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 252057.234375
Iteration 324Q: 74 clusters Score -1.344908e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31117 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77738 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135451 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18568 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16502 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24191 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 723 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18390 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239877 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2578 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3697 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490736.000000 Penalty: 252057.234375
Iteration 325Q: 74 clusters Score -1.344907e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47893 members 
Mstep: Class 9 contains 31117 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77724 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135449 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18571 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 16501 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24199 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239877 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2578 members 
Mstep: Class 56 contains 5737 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8875 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3699 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490704.000000 Penalty: 252057.234375
Iteration 326Q: 74 clusters Score -1.344907e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31119 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77717 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135450 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18572 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 16500 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24202 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239879 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5736 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8875 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490672.000000 Penalty: 252057.234375
Iteration 327Q: 74 clusters Score -1.344907e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77711 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135450 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18573 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16499 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24209 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66658 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10166 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239877 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8875 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 252057.234375
Iteration 328Q: 74 clusters Score -1.344907e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31122 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77707 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135451 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16498 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24212 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8875 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490688.000000 Penalty: 252057.234375
Iteration 329Q: 74 clusters Score -1.344907e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31124 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77705 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135452 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16496 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24214 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239875 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8875 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490736.000000 Penalty: 252057.234375
Iteration 330Q: 74 clusters Score -1.344907e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47892 members 
Mstep: Class 9 contains 31125 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77703 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135455 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16494 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24215 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239875 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490720.000000 Penalty: 252057.234375
Iteration 331Q: 74 clusters Score -1.344907e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47894 members 
Mstep: Class 9 contains 31129 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77700 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135455 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16491 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24215 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239875 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8874 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490784.000000 Penalty: 252057.234375
Iteration 332Q: 74 clusters Score -1.344908e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47894 members 
Mstep: Class 9 contains 31131 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77699 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135455 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16491 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24214 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239876 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490768.000000 Penalty: 252057.234375
Iteration 333Q: 74 clusters Score -1.344908e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31134 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77698 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135454 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24212 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490752.000000 Penalty: 252057.234375
Iteration 334Q: 74 clusters Score -1.344908e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31134 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77697 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135454 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24213 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490752.000000 Penalty: 252057.234375
Iteration 335Q: 74 clusters Score -1.344908e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31135 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77695 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24215 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490800.000000 Penalty: 252057.234375
Iteration 336Q: 74 clusters Score -1.344908e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31136 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8873 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490784.000000 Penalty: 252057.234375
Iteration 337Q: 74 clusters Score -1.344908e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490752.000000 Penalty: 252057.234375
Iteration 338Q: 74 clusters Score -1.344908e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490752.000000 Penalty: 252057.234375
Iteration 339F: 74 clusters Score -1.344908e+08 nChanged 0
Entering ConstructFrom: 
Score: -134490752.000000 Penalty: 252057.234375
Entering ConstructFrom: 
Trying to split cluster 1 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1343350.500000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1343350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1335071.000000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1335071 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1337539.875000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1337540 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1337946.750000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1337947 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1338271.250000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1338271 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1338541.000000 Penalty: 4617.268066
	Iteration 4Q: 3 clusters Score -1338541 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1338854.875000 Penalty: 4617.268066
	Iteration 5Q: 3 clusters Score -1338855 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1339222.000000 Penalty: 4617.268066
	Iteration 6Q: 3 clusters Score -1339222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1339583.625000 Penalty: 4617.268066
	Iteration 7Q: 3 clusters Score -1339584 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1339949.375000 Penalty: 4617.268066
	Iteration 8Q: 3 clusters Score -1339949 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1340319.625000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1340320 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1340711.125000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1340711 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1341100.875000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1341101 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1341419.875000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1341420 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1341628.750000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1341629 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1341760.000000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1341760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1341829.250000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1341829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1341872.000000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1341872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1341898.875000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1341899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1341923.250000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1341923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1341938.500000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1341938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1341944.250000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1341944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1341953.625000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1341954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1341970.250000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1341970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1341971.125000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1341971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1341979.750000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1341980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1341980.625000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1341981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1341980.750000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1341981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1341985.375000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1341985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1341985.375000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1341985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1341985.000000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1341985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1341987.125000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1341987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1341986.125000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1341986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1341989.125000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1341989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1341989.000000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1341989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1341991.250000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1341991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1341992.500000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1341992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1341994.000000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1341994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1341996.000000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1341996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1341993.625000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1341994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1341997.000000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1341997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1341995.000000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1341995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1341996.125000 Penalty: 4617.268066
	Iteration 41Q: 3 clusters Score -1341996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1341996.375000 Penalty: 4617.268066
	Iteration 42Q: 3 clusters Score -1341996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1341997.375000 Penalty: 4617.268066
	Iteration 43Q: 3 clusters Score -1341997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1341997.375000 Penalty: 4617.268066
	Iteration 44Q: 3 clusters Score -1341997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1341995.125000 Penalty: 4617.268066
	Iteration 45Q: 3 clusters Score -1341995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1341997.625000 Penalty: 4617.268066
	Iteration 46Q: 3 clusters Score -1341998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1341999.250000 Penalty: 4617.268066
	Iteration 47Q: 3 clusters Score -1341999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1341999.500000 Penalty: 4617.268066
	Iteration 48Q: 3 clusters Score -1342000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1342001.375000 Penalty: 4617.268066
	Iteration 49Q: 3 clusters Score -1342001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1342000.250000 Penalty: 4617.268066
	Iteration 50Q: 3 clusters Score -1342000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1342001.250000 Penalty: 4617.268066
	Iteration 51Q: 3 clusters Score -1342001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1342001.500000 Penalty: 4617.268066
	Iteration 52Q: 3 clusters Score -1342002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1342002.875000 Penalty: 4617.268066
	Iteration 53Q: 3 clusters Score -1342003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1342001.000000 Penalty: 4617.268066
	Iteration 54Q: 3 clusters Score -1342001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1342002.125000 Penalty: 4617.268066
	Iteration 55Q: 3 clusters Score -1342002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1342001.375000 Penalty: 4617.268066
	Iteration 56Q: 3 clusters Score -1342001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1342002.625000 Penalty: 4617.268066
	Iteration 57Q: 3 clusters Score -1342003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1342002.625000 Penalty: 4617.268066
	Iteration 58F: 3 clusters Score -1342003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Entering Unmasked Estep 
Score: -4515863.500000 Penalty: 2599.635742
	Iteration 0F: 2 clusters Score -4515864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4491506.500000 Penalty: 5199.271484
	Iteration 0F: 3 clusters Score -4491506 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4500481.500000 Penalty: 5199.271484
	Iteration 1F: 3 clusters Score -4500482 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4500988.500000 Penalty: 5199.271484
	Iteration 2Q: 3 clusters Score -4500988 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4501404.500000 Penalty: 5199.271484
	Iteration 3Q: 3 clusters Score -4501404 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4501805.000000 Penalty: 5199.271484
	Iteration 4Q: 3 clusters Score -4501805 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4502282.500000 Penalty: 5199.271484
	Iteration 5Q: 3 clusters Score -4502282 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4502855.500000 Penalty: 5199.271484
	Iteration 6Q: 3 clusters Score -4502856 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4503628.500000 Penalty: 5199.271484
	Iteration 7Q: 3 clusters Score -4503628 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4504703.000000 Penalty: 5199.271484
	Iteration 8F: 3 clusters Score -4504703 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4506307.000000 Penalty: 5199.271484
	Iteration 9F: 3 clusters Score -4506307 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4508096.500000 Penalty: 5199.271484
	Iteration 10F: 3 clusters Score -4508096 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4509816.500000 Penalty: 5199.271484
	Iteration 11F: 3 clusters Score -4509816 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4511111.500000 Penalty: 5199.271484
	Iteration 12Q: 3 clusters Score -4511112 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4511797.000000 Penalty: 5199.271484
	Iteration 13Q: 3 clusters Score -4511797 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4512236.000000 Penalty: 5199.271484
	Iteration 14Q: 3 clusters Score -4512236 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4512498.500000 Penalty: 5199.271484
	Iteration 15Q: 3 clusters Score -4512498 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4512690.000000 Penalty: 5199.271484
	Iteration 16Q: 3 clusters Score -4512690 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4512810.000000 Penalty: 5199.271484
	Iteration 17Q: 3 clusters Score -4512810 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4512928.000000 Penalty: 5199.271484
	Iteration 18Q: 3 clusters Score -4512928 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4512986.000000 Penalty: 5199.271484
	Iteration 19Q: 3 clusters Score -4512986 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4513050.000000 Penalty: 5199.271484
	Iteration 20F: 3 clusters Score -4513050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4513101.500000 Penalty: 5199.271484
	Iteration 21Q: 3 clusters Score -4513102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4513137.000000 Penalty: 5199.271484
	Iteration 22Q: 3 clusters Score -4513137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4513171.000000 Penalty: 5199.271484
	Iteration 23Q: 3 clusters Score -4513171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4513218.000000 Penalty: 5199.271484
	Iteration 24Q: 3 clusters Score -4513218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4513281.000000 Penalty: 5199.271484
	Iteration 25Q: 3 clusters Score -4513281 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4513323.000000 Penalty: 5199.271484
	Iteration 26Q: 3 clusters Score -4513323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4513366.000000 Penalty: 5199.271484
	Iteration 27Q: 3 clusters Score -4513366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4513396.000000 Penalty: 5199.271484
	Iteration 28Q: 3 clusters Score -4513396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4513417.000000 Penalty: 5199.271484
	Iteration 29Q: 3 clusters Score -4513417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4513434.500000 Penalty: 5199.271484
	Iteration 30Q: 3 clusters Score -4513434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4513466.500000 Penalty: 5199.271484
	Iteration 31Q: 3 clusters Score -4513466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4513478.000000 Penalty: 5199.271484
	Iteration 32Q: 3 clusters Score -4513478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4513492.500000 Penalty: 5199.271484
	Iteration 33Q: 3 clusters Score -4513492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4513489.500000 Penalty: 5199.271484
	Iteration 34Q: 3 clusters Score -4513490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4513503.500000 Penalty: 5199.271484
	Iteration 35Q: 3 clusters Score -4513504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4513517.500000 Penalty: 5199.271484
	Iteration 36Q: 3 clusters Score -4513518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4513526.500000 Penalty: 5199.271484
	Iteration 37Q: 3 clusters Score -4513526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4513521.500000 Penalty: 5199.271484
	Iteration 38Q: 3 clusters Score -4513522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4513528.000000 Penalty: 5199.271484
	Iteration 39Q: 3 clusters Score -4513528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4513537.500000 Penalty: 5199.271484
	Iteration 40F: 3 clusters Score -4513538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4513543.000000 Penalty: 5199.271484
	Iteration 41Q: 3 clusters Score -4513543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4513548.500000 Penalty: 5199.271484
	Iteration 42Q: 3 clusters Score -4513548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4513549.500000 Penalty: 5199.271484
	Iteration 43Q: 3 clusters Score -4513550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4513551.500000 Penalty: 5199.271484
	Iteration 44Q: 3 clusters Score -4513552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4513555.000000 Penalty: 5199.271484
	Iteration 45Q: 3 clusters Score -4513555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4513559.500000 Penalty: 5199.271484
	Iteration 46Q: 3 clusters Score -4513560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4513566.000000 Penalty: 5199.271484
	Iteration 47Q: 3 clusters Score -4513566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4513570.500000 Penalty: 5199.271484
	Iteration 48Q: 3 clusters Score -4513570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4513568.500000 Penalty: 5199.271484
	Iteration 49Q: 3 clusters Score -4513568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4513568.000000 Penalty: 5199.271484
	Iteration 50Q: 3 clusters Score -4513568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4513565.000000 Penalty: 5199.271484
	Iteration 51Q: 3 clusters Score -4513565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4513574.500000 Penalty: 5199.271484
	Iteration 52Q: 3 clusters Score -4513574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4513574.500000 Penalty: 5199.271484
	Iteration 53Q: 3 clusters Score -4513574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4513576.000000 Penalty: 5199.271484
	Iteration 54Q: 3 clusters Score -4513576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4513573.500000 Penalty: 5199.271484
	Iteration 55Q: 3 clusters Score -4513574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4513576.500000 Penalty: 5199.271484
	Iteration 56Q: 3 clusters Score -4513576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4513576.500000 Penalty: 5199.271484
	Iteration 57F: 3 clusters Score -4513576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -592759.875000 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -592759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -588348.812500 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -588348.8 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -589383.187500 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -589383.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -589634.687500 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -589634.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -589822.500000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -589822.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -589967.250000 Penalty: 4208.703613
	Iteration 4Q: 3 clusters Score -589967.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -590078.125000 Penalty: 4208.703613
	Iteration 5Q: 3 clusters Score -590078.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -590180.562500 Penalty: 4208.703613
	Iteration 6Q: 3 clusters Score -590180.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -590266.375000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -590266.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -590327.937500 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -590327.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -590375.000000 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -590375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -590426.062500 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -590426.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590489.250000 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -590489.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -590546.187500 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -590546.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -590596.250000 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -590596.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -590638.437500 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -590638.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -590673.062500 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -590673.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -590703.562500 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -590703.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -590733.187500 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -590733.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -590764.187500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -590764.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -590792.125000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -590792.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -590827.062500 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -590827.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -590852.000000 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -590852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -590870.812500 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -590870.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -590885.375000 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -590885.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -590897.062500 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -590897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -590902.875000 Penalty: 4208.703613
	Iteration 25Q: 3 clusters Score -590902.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -590909.375000 Penalty: 4208.703613
	Iteration 26Q: 3 clusters Score -590909.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -590916.562500 Penalty: 4208.703613
	Iteration 27Q: 3 clusters Score -590916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -590921.125000 Penalty: 4208.703613
	Iteration 28Q: 3 clusters Score -590921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -590922.312500 Penalty: 4208.703613
	Iteration 29Q: 3 clusters Score -590922.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -590926.312500 Penalty: 4208.703613
	Iteration 30Q: 3 clusters Score -590926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -590927.125000 Penalty: 4208.703613
	Iteration 31Q: 3 clusters Score -590927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -590930.437500 Penalty: 4208.703613
	Iteration 32Q: 3 clusters Score -590930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -590930.812500 Penalty: 4208.703613
	Iteration 33Q: 3 clusters Score -590930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -590931.312500 Penalty: 4208.703613
	Iteration 34Q: 3 clusters Score -590931.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -590935.437500 Penalty: 4208.703613
	Iteration 35Q: 3 clusters Score -590935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -590936.187500 Penalty: 4208.703613
	Iteration 36Q: 3 clusters Score -590936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -590938.375000 Penalty: 4208.703613
	Iteration 37Q: 3 clusters Score -590938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -590942.625000 Penalty: 4208.703613
	Iteration 38Q: 3 clusters Score -590942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -590944.000000 Penalty: 4208.703613
	Iteration 39Q: 3 clusters Score -590944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -590946.687500 Penalty: 4208.703613
	Iteration 40F: 3 clusters Score -590946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590946.375000 Penalty: 4208.703613
	Iteration 41Q: 3 clusters Score -590946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590947.250000 Penalty: 4208.703613
	Iteration 42Q: 3 clusters Score -590947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -590948.125000 Penalty: 4208.703613
	Iteration 43Q: 3 clusters Score -590948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590948.000000 Penalty: 4208.703613
	Iteration 44Q: 3 clusters Score -590948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590950.250000 Penalty: 4208.703613
	Iteration 45Q: 3 clusters Score -590950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590950.250000 Penalty: 4208.703613
	Iteration 46F: 3 clusters Score -590950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -60373.683594 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -60373.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59009.984375 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -59009.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59138.839844 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -59138.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59189.945312 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -59189.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59205.742188 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -59205.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59213.242188 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -59213.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59216.066406 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -59216.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59220.960938 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -59220.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59220.960938 Penalty: 2901.265137
	Iteration 7F: 3 clusters Score -59220.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Entering Unmasked Estep 
Score: -5347090.000000 Penalty: 2643.635498
	Iteration 0F: 2 clusters Score -5347090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5318124.500000 Penalty: 5287.270996
	Iteration 0F: 3 clusters Score -5318124 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5328963.500000 Penalty: 5287.270996
	Iteration 1F: 3 clusters Score -5328964 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5329532.500000 Penalty: 5287.270996
	Iteration 2Q: 3 clusters Score -5329532 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5330149.000000 Penalty: 5287.270996
	Iteration 3Q: 3 clusters Score -5330149 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5330921.000000 Penalty: 5287.270996
	Iteration 4Q: 3 clusters Score -5330921 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5331946.000000 Penalty: 5287.270996
	Iteration 5Q: 3 clusters Score -5331946 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5333500.000000 Penalty: 5287.270996
	Iteration 6F: 3 clusters Score -5333500 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5335676.000000 Penalty: 5287.270996
	Iteration 7F: 3 clusters Score -5335676 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5338283.000000 Penalty: 5287.270996
	Iteration 8F: 3 clusters Score -5338283 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5340880.500000 Penalty: 5287.270996
	Iteration 9F: 3 clusters Score -5340880 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5342836.500000 Penalty: 5287.270996
	Iteration 10Q: 3 clusters Score -5342836 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5343912.500000 Penalty: 5287.270996
	Iteration 11Q: 3 clusters Score -5343912 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5344358.500000 Penalty: 5287.270996
	Iteration 12Q: 3 clusters Score -5344358 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5344596.000000 Penalty: 5287.270996
	Iteration 13Q: 3 clusters Score -5344596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5344727.000000 Penalty: 5287.270996
	Iteration 14Q: 3 clusters Score -5344727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5344793.000000 Penalty: 5287.270996
	Iteration 15Q: 3 clusters Score -5344793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5344841.500000 Penalty: 5287.270996
	Iteration 16Q: 3 clusters Score -5344842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5344876.000000 Penalty: 5287.270996
	Iteration 17Q: 3 clusters Score -5344876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5344895.000000 Penalty: 5287.270996
	Iteration 18Q: 3 clusters Score -5344895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5344909.500000 Penalty: 5287.270996
	Iteration 19Q: 3 clusters Score -5344910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5344917.500000 Penalty: 5287.270996
	Iteration 20F: 3 clusters Score -5344918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5344919.500000 Penalty: 5287.270996
	Iteration 21Q: 3 clusters Score -5344920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5344923.500000 Penalty: 5287.270996
	Iteration 22Q: 3 clusters Score -5344924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5344925.000000 Penalty: 5287.270996
	Iteration 23Q: 3 clusters Score -5344925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5344925.000000 Penalty: 5287.270996
	Iteration 24F: 3 clusters Score -5344925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Entering Unmasked Estep 
Score: -4303936.500000 Penalty: 2589.904297
	Iteration 0F: 2 clusters Score -4303936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4280708.500000 Penalty: 5179.808594
	Iteration 0F: 3 clusters Score -4280708 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4289352.500000 Penalty: 5179.808594
	Iteration 1F: 3 clusters Score -4289352 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4290340.000000 Penalty: 5179.808594
	Iteration 2F: 3 clusters Score -4290340 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4291515.000000 Penalty: 5179.808594
	Iteration 3F: 3 clusters Score -4291515 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4292655.000000 Penalty: 5179.808594
	Iteration 4F: 3 clusters Score -4292655 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4293701.000000 Penalty: 5179.808594
	Iteration 5F: 3 clusters Score -4293701 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4294654.000000 Penalty: 5179.808594
	Iteration 6F: 3 clusters Score -4294654 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4295520.000000 Penalty: 5179.808594
	Iteration 7Q: 3 clusters Score -4295520 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4296269.500000 Penalty: 5179.808594
	Iteration 8Q: 3 clusters Score -4296270 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4296863.000000 Penalty: 5179.808594
	Iteration 9Q: 3 clusters Score -4296863 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4297320.000000 Penalty: 5179.808594
	Iteration 10Q: 3 clusters Score -4297320 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4297599.000000 Penalty: 5179.808594
	Iteration 11Q: 3 clusters Score -4297599 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4297812.000000 Penalty: 5179.808594
	Iteration 12Q: 3 clusters Score -4297812 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4297989.500000 Penalty: 5179.808594
	Iteration 13Q: 3 clusters Score -4297990 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4298156.000000 Penalty: 5179.808594
	Iteration 14Q: 3 clusters Score -4298156 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -4298273.000000 Penalty: 5179.808594
	Iteration 15Q: 3 clusters Score -4298273 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4298422.000000 Penalty: 5179.808594
	Iteration 16Q: 3 clusters Score -4298422 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4298535.500000 Penalty: 5179.808594
	Iteration 17Q: 3 clusters Score -4298536 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4298670.000000 Penalty: 5179.808594
	Iteration 18Q: 3 clusters Score -4298670 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4298833.000000 Penalty: 5179.808594
	Iteration 19Q: 3 clusters Score -4298833 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4299028.500000 Penalty: 5179.808594
	Iteration 20F: 3 clusters Score -4299028 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4299216.000000 Penalty: 5179.808594
	Iteration 21Q: 3 clusters Score -4299216 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4299401.000000 Penalty: 5179.808594
	Iteration 22Q: 3 clusters Score -4299401 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4299632.500000 Penalty: 5179.808594
	Iteration 23Q: 3 clusters Score -4299632 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4299903.000000 Penalty: 5179.808594
	Iteration 24Q: 3 clusters Score -4299903 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4300184.000000 Penalty: 5179.808594
	Iteration 25Q: 3 clusters Score -4300184 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4300481.000000 Penalty: 5179.808594
	Iteration 26Q: 3 clusters Score -4300481 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4300816.500000 Penalty: 5179.808594
	Iteration 27Q: 3 clusters Score -4300816 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4301178.500000 Penalty: 5179.808594
	Iteration 28Q: 3 clusters Score -4301178 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4301577.500000 Penalty: 5179.808594
	Iteration 29Q: 3 clusters Score -4301578 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4301955.000000 Penalty: 5179.808594
	Iteration 30Q: 3 clusters Score -4301955 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4302301.500000 Penalty: 5179.808594
	Iteration 31Q: 3 clusters Score -4302302 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4302602.500000 Penalty: 5179.808594
	Iteration 32Q: 3 clusters Score -4302602 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4302836.000000 Penalty: 5179.808594
	Iteration 33Q: 3 clusters Score -4302836 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4302979.500000 Penalty: 5179.808594
	Iteration 34Q: 3 clusters Score -4302980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4303085.500000 Penalty: 5179.808594
	Iteration 35Q: 3 clusters Score -4303086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4303143.500000 Penalty: 5179.808594
	Iteration 36Q: 3 clusters Score -4303144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4303160.000000 Penalty: 5179.808594
	Iteration 37Q: 3 clusters Score -4303160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4303183.500000 Penalty: 5179.808594
	Iteration 38Q: 3 clusters Score -4303184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4303186.500000 Penalty: 5179.808594
	Iteration 39Q: 3 clusters Score -4303186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4303198.000000 Penalty: 5179.808594
	Iteration 40F: 3 clusters Score -4303198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4303215.500000 Penalty: 5179.808594
	Iteration 41Q: 3 clusters Score -4303216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4303214.000000 Penalty: 5179.808594
	Iteration 42Q: 3 clusters Score -4303214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4303220.000000 Penalty: 5179.808594
	Iteration 43Q: 3 clusters Score -4303220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4303221.000000 Penalty: 5179.808594
	Iteration 44Q: 3 clusters Score -4303221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4303222.000000 Penalty: 5179.808594
	Iteration 45Q: 3 clusters Score -4303222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4303225.000000 Penalty: 5179.808594
	Iteration 46Q: 3 clusters Score -4303225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4303226.000000 Penalty: 5179.808594
	Iteration 47Q: 3 clusters Score -4303226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4303231.000000 Penalty: 5179.808594
	Iteration 48Q: 3 clusters Score -4303231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4303226.500000 Penalty: 5179.808594
	Iteration 49Q: 3 clusters Score -4303226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4303229.500000 Penalty: 5179.808594
	Iteration 50Q: 3 clusters Score -4303230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4303222.500000 Penalty: 5179.808594
	Iteration 51Q: 3 clusters Score -4303222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4303227.500000 Penalty: 5179.808594
	Iteration 52Q: 3 clusters Score -4303228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4303234.000000 Penalty: 5179.808594
	Iteration 53Q: 3 clusters Score -4303234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4303233.500000 Penalty: 5179.808594
	Iteration 54Q: 3 clusters Score -4303234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4303233.500000 Penalty: 5179.808594
	Iteration 55F: 3 clusters Score -4303234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Entering Unmasked Estep 
Score: -4495828.500000 Penalty: 2601.808594
	Iteration 0F: 2 clusters Score -4495828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4471210.000000 Penalty: 5203.617188
	Iteration 0F: 3 clusters Score -4471210 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4480232.500000 Penalty: 5203.617188
	Iteration 1F: 3 clusters Score -4480232 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4480651.500000 Penalty: 5203.617188
	Iteration 2Q: 3 clusters Score -4480652 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4481038.000000 Penalty: 5203.617188
	Iteration 3Q: 3 clusters Score -4481038 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4481369.000000 Penalty: 5203.617188
	Iteration 4Q: 3 clusters Score -4481369 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4481734.000000 Penalty: 5203.617188
	Iteration 5Q: 3 clusters Score -4481734 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4482128.000000 Penalty: 5203.617188
	Iteration 6Q: 3 clusters Score -4482128 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4482584.500000 Penalty: 5203.617188
	Iteration 7Q: 3 clusters Score -4482584 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4483167.500000 Penalty: 5203.617188
	Iteration 8Q: 3 clusters Score -4483168 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4483989.000000 Penalty: 5203.617188
	Iteration 9Q: 3 clusters Score -4483989 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4485152.000000 Penalty: 5203.617188
	Iteration 10Q: 3 clusters Score -4485152 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4486638.000000 Penalty: 5203.617188
	Iteration 11F: 3 clusters Score -4486638 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4488122.500000 Penalty: 5203.617188
	Iteration 12F: 3 clusters Score -4488122 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4489180.000000 Penalty: 5203.617188
	Iteration 13Q: 3 clusters Score -4489180 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4489685.000000 Penalty: 5203.617188
	Iteration 14Q: 3 clusters Score -4489685 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4490010.000000 Penalty: 5203.617188
	Iteration 15Q: 3 clusters Score -4490010 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4490183.500000 Penalty: 5203.617188
	Iteration 16Q: 3 clusters Score -4490184 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4490290.000000 Penalty: 5203.617188
	Iteration 17Q: 3 clusters Score -4490290 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4490394.000000 Penalty: 5203.617188
	Iteration 18Q: 3 clusters Score -4490394 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4490457.000000 Penalty: 5203.617188
	Iteration 19Q: 3 clusters Score -4490457 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4490514.000000 Penalty: 5203.617188
	Iteration 20F: 3 clusters Score -4490514 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4490576.500000 Penalty: 5203.617188
	Iteration 21Q: 3 clusters Score -4490576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4490602.500000 Penalty: 5203.617188
	Iteration 22Q: 3 clusters Score -4490602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4490621.500000 Penalty: 5203.617188
	Iteration 23Q: 3 clusters Score -4490622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4490627.500000 Penalty: 5203.617188
	Iteration 24Q: 3 clusters Score -4490628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4490641.500000 Penalty: 5203.617188
	Iteration 25Q: 3 clusters Score -4490642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4490654.000000 Penalty: 5203.617188
	Iteration 26Q: 3 clusters Score -4490654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4490664.500000 Penalty: 5203.617188
	Iteration 27Q: 3 clusters Score -4490664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4490690.500000 Penalty: 5203.617188
	Iteration 28Q: 3 clusters Score -4490690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4490710.000000 Penalty: 5203.617188
	Iteration 29Q: 3 clusters Score -4490710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4490723.500000 Penalty: 5203.617188
	Iteration 30Q: 3 clusters Score -4490724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4490721.000000 Penalty: 5203.617188
	Iteration 31Q: 3 clusters Score -4490721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4490727.500000 Penalty: 5203.617188
	Iteration 32Q: 3 clusters Score -4490728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4490731.500000 Penalty: 5203.617188
	Iteration 33Q: 3 clusters Score -4490732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4490748.500000 Penalty: 5203.617188
	Iteration 34Q: 3 clusters Score -4490748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4490746.000000 Penalty: 5203.617188
	Iteration 35Q: 3 clusters Score -4490746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4490752.500000 Penalty: 5203.617188
	Iteration 36Q: 3 clusters Score -4490752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4490758.000000 Penalty: 5203.617188
	Iteration 37Q: 3 clusters Score -4490758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4490769.000000 Penalty: 5203.617188
	Iteration 38Q: 3 clusters Score -4490769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4490766.000000 Penalty: 5203.617188
	Iteration 39Q: 3 clusters Score -4490766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4490771.000000 Penalty: 5203.617188
	Iteration 40F: 3 clusters Score -4490771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4490765.000000 Penalty: 5203.617188
	Iteration 41Q: 3 clusters Score -4490765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4490771.500000 Penalty: 5203.617188
	Iteration 42Q: 3 clusters Score -4490772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4490777.500000 Penalty: 5203.617188
	Iteration 43Q: 3 clusters Score -4490778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4490780.500000 Penalty: 5203.617188
	Iteration 44Q: 3 clusters Score -4490780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4490776.500000 Penalty: 5203.617188
	Iteration 45Q: 3 clusters Score -4490776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4490769.500000 Penalty: 5203.617188
	Iteration 46Q: 3 clusters Score -4490770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4490775.000000 Penalty: 5203.617188
	Iteration 47Q: 3 clusters Score -4490775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4490781.500000 Penalty: 5203.617188
	Iteration 48Q: 3 clusters Score -4490782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4490779.000000 Penalty: 5203.617188
	Iteration 49Q: 3 clusters Score -4490779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4490781.500000 Penalty: 5203.617188
	Iteration 50Q: 3 clusters Score -4490782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4490779.000000 Penalty: 5203.617188
	Iteration 51Q: 3 clusters Score -4490779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4490779.000000 Penalty: 5203.617188
	Iteration 52Q: 3 clusters Score -4490779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4490778.500000 Penalty: 5203.617188
	Iteration 53Q: 3 clusters Score -4490778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4490782.000000 Penalty: 5203.617188
	Iteration 54Q: 3 clusters Score -4490782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4490769.000000 Penalty: 5203.617188
	Iteration 55Q: 3 clusters Score -4490769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4490766.500000 Penalty: 5203.617188
	Iteration 56Q: 3 clusters Score -4490766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4490771.500000 Penalty: 5203.617188
	Iteration 57Q: 3 clusters Score -4490772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4490778.500000 Penalty: 5203.617188
	Iteration 58Q: 3 clusters Score -4490778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4490778.000000 Penalty: 5203.617188
	Iteration 59Q: 3 clusters Score -4490778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4490786.500000 Penalty: 5203.617188
	Iteration 60F: 3 clusters Score -4490786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4490789.500000 Penalty: 5203.617188
	Iteration 61Q: 3 clusters Score -4490790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4490796.000000 Penalty: 5203.617188
	Iteration 62Q: 3 clusters Score -4490796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4490798.000000 Penalty: 5203.617188
	Iteration 63Q: 3 clusters Score -4490798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4490804.000000 Penalty: 5203.617188
	Iteration 64Q: 3 clusters Score -4490804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4490803.000000 Penalty: 5203.617188
	Iteration 65Q: 3 clusters Score -4490803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4490810.000000 Penalty: 5203.617188
	Iteration 66Q: 3 clusters Score -4490810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4490802.000000 Penalty: 5203.617188
	Iteration 67Q: 3 clusters Score -4490802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4490817.000000 Penalty: 5203.617188
	Iteration 68Q: 3 clusters Score -4490817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4490807.500000 Penalty: 5203.617188
	Iteration 69Q: 3 clusters Score -4490808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -4490825.500000 Penalty: 5203.617188
	Iteration 70Q: 3 clusters Score -4490826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -4490836.000000 Penalty: 5203.617188
	Iteration 71Q: 3 clusters Score -4490836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4490836.000000 Penalty: 5203.617188
	Iteration 72Q: 3 clusters Score -4490836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4490840.500000 Penalty: 5203.617188
	Iteration 73Q: 3 clusters Score -4490840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4490836.500000 Penalty: 5203.617188
	Iteration 74Q: 3 clusters Score -4490836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4490839.000000 Penalty: 5203.617188
	Iteration 75Q: 3 clusters Score -4490839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4490842.500000 Penalty: 5203.617188
	Iteration 76Q: 3 clusters Score -4490842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4490835.000000 Penalty: 5203.617188
	Iteration 77Q: 3 clusters Score -4490835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4490832.500000 Penalty: 5203.617188
	Iteration 78Q: 3 clusters Score -4490832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4490838.000000 Penalty: 5203.617188
	Iteration 79Q: 3 clusters Score -4490838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4490831.000000 Penalty: 5203.617188
	Iteration 80F: 3 clusters Score -4490831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4490831.000000 Penalty: 5203.617188
	Iteration 81Q: 3 clusters Score -4490831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4490832.500000 Penalty: 5203.617188
	Iteration 82Q: 3 clusters Score -4490832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4490829.500000 Penalty: 5203.617188
	Iteration 83Q: 3 clusters Score -4490830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4490835.500000 Penalty: 5203.617188
	Iteration 84Q: 3 clusters Score -4490836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4490821.500000 Penalty: 5203.617188
	Iteration 85Q: 3 clusters Score -4490822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4490824.500000 Penalty: 5203.617188
	Iteration 86Q: 3 clusters Score -4490824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4490828.500000 Penalty: 5203.617188
	Iteration 87Q: 3 clusters Score -4490828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4490830.000000 Penalty: 5203.617188
	Iteration 88Q: 3 clusters Score -4490830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4490832.500000 Penalty: 5203.617188
	Iteration 89Q: 3 clusters Score -4490832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4490840.000000 Penalty: 5203.617188
	Iteration 90Q: 3 clusters Score -4490840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4490837.500000 Penalty: 5203.617188
	Iteration 91Q: 3 clusters Score -4490838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4490839.500000 Penalty: 5203.617188
	Iteration 92Q: 3 clusters Score -4490840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4490840.000000 Penalty: 5203.617188
	Iteration 93Q: 3 clusters Score -4490840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4490833.500000 Penalty: 5203.617188
	Iteration 94Q: 3 clusters Score -4490834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4490841.000000 Penalty: 5203.617188
	Iteration 95Q: 3 clusters Score -4490841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4490842.000000 Penalty: 5203.617188
	Iteration 96Q: 3 clusters Score -4490842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4490837.000000 Penalty: 5203.617188
	Iteration 97Q: 3 clusters Score -4490837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4490842.000000 Penalty: 5203.617188
	Iteration 98Q: 3 clusters Score -4490842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4490848.500000 Penalty: 5203.617188
	Iteration 99Q: 3 clusters Score -4490848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4490838.000000 Penalty: 5203.617188
	Iteration 100F: 3 clusters Score -4490838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4490838.000000 Penalty: 5203.617188
	Iteration 101Q: 3 clusters Score -4490838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4490839.000000 Penalty: 5203.617188
	Iteration 102Q: 3 clusters Score -4490839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4490837.500000 Penalty: 5203.617188
	Iteration 103Q: 3 clusters Score -4490838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4490832.500000 Penalty: 5203.617188
	Iteration 104Q: 3 clusters Score -4490832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -4490830.000000 Penalty: 5203.617188
	Iteration 105Q: 3 clusters Score -4490830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4490826.500000 Penalty: 5203.617188
	Iteration 106Q: 3 clusters Score -4490826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4490824.000000 Penalty: 5203.617188
	Iteration 107Q: 3 clusters Score -4490824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4490836.000000 Penalty: 5203.617188
	Iteration 108Q: 3 clusters Score -4490836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -4490837.500000 Penalty: 5203.617188
	Iteration 109Q: 3 clusters Score -4490838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4490836.500000 Penalty: 5203.617188
	Iteration 110Q: 3 clusters Score -4490836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4490836.500000 Penalty: 5203.617188
	Iteration 111Q: 3 clusters Score -4490836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4490838.000000 Penalty: 5203.617188
	Iteration 112Q: 3 clusters Score -4490838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4490834.500000 Penalty: 5203.617188
	Iteration 113Q: 3 clusters Score -4490834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4490835.500000 Penalty: 5203.617188
	Iteration 114Q: 3 clusters Score -4490836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4490837.500000 Penalty: 5203.617188
	Iteration 115Q: 3 clusters Score -4490838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4490845.500000 Penalty: 5203.617188
	Iteration 116Q: 3 clusters Score -4490846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4490845.500000 Penalty: 5203.617188
	Iteration 117Q: 3 clusters Score -4490846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4490850.000000 Penalty: 5203.617188
	Iteration 118Q: 3 clusters Score -4490850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4490853.500000 Penalty: 5203.617188
	Iteration 119Q: 3 clusters Score -4490854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -4490851.500000 Penalty: 5203.617188
	Iteration 120F: 3 clusters Score -4490852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4490846.000000 Penalty: 5203.617188
	Iteration 121Q: 3 clusters Score -4490846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4490845.000000 Penalty: 5203.617188
	Iteration 122Q: 3 clusters Score -4490845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4490846.500000 Penalty: 5203.617188
	Iteration 123Q: 3 clusters Score -4490846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4490850.000000 Penalty: 5203.617188
	Iteration 124Q: 3 clusters Score -4490850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4490848.000000 Penalty: 5203.617188
	Iteration 125Q: 3 clusters Score -4490848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4490846.500000 Penalty: 5203.617188
	Iteration 126Q: 3 clusters Score -4490846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4490850.000000 Penalty: 5203.617188
	Iteration 127Q: 3 clusters Score -4490850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4490848.000000 Penalty: 5203.617188
	Iteration 128Q: 3 clusters Score -4490848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4490851.500000 Penalty: 5203.617188
	Iteration 129Q: 3 clusters Score -4490852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4490852.000000 Penalty: 5203.617188
	Iteration 130Q: 3 clusters Score -4490852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4490843.500000 Penalty: 5203.617188
	Iteration 131Q: 3 clusters Score -4490844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4490853.500000 Penalty: 5203.617188
	Iteration 132Q: 3 clusters Score -4490854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4490855.500000 Penalty: 5203.617188
	Iteration 133Q: 3 clusters Score -4490856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4490858.500000 Penalty: 5203.617188
	Iteration 134Q: 3 clusters Score -4490858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4490855.000000 Penalty: 5203.617188
	Iteration 135Q: 3 clusters Score -4490855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4490853.000000 Penalty: 5203.617188
	Iteration 136Q: 3 clusters Score -4490853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4490856.500000 Penalty: 5203.617188
	Iteration 137Q: 3 clusters Score -4490856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -4490858.500000 Penalty: 5203.617188
	Iteration 138Q: 3 clusters Score -4490858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -4490858.500000 Penalty: 5203.617188
	Iteration 139F: 3 clusters Score -4490858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Entering Unmasked Estep 
Score: -5554850.500000 Penalty: 2672.638184
	Iteration 0F: 2 clusters Score -5554850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5522589.000000 Penalty: 5345.276367
	Iteration 0F: 3 clusters Score -5522589 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5534923.500000 Penalty: 5345.276367
	Iteration 1F: 3 clusters Score -5534924 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5535578.500000 Penalty: 5345.276367
	Iteration 2Q: 3 clusters Score -5535578 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5536298.500000 Penalty: 5345.276367
	Iteration 3Q: 3 clusters Score -5536298 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5537043.500000 Penalty: 5345.276367
	Iteration 4Q: 3 clusters Score -5537044 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5537935.000000 Penalty: 5345.276367
	Iteration 5Q: 3 clusters Score -5537935 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5538951.000000 Penalty: 5345.276367
	Iteration 6Q: 3 clusters Score -5538951 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5540132.000000 Penalty: 5345.276367
	Iteration 7Q: 3 clusters Score -5540132 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5541457.000000 Penalty: 5345.276367
	Iteration 8F: 3 clusters Score -5541457 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5542915.500000 Penalty: 5345.276367
	Iteration 9F: 3 clusters Score -5542916 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -5544346.000000 Penalty: 5345.276367
	Iteration 10Q: 3 clusters Score -5544346 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5545438.500000 Penalty: 5345.276367
	Iteration 11Q: 3 clusters Score -5545438 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5546120.500000 Penalty: 5345.276367
	Iteration 12Q: 3 clusters Score -5546120 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5546501.500000 Penalty: 5345.276367
	Iteration 13Q: 3 clusters Score -5546502 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5546770.500000 Penalty: 5345.276367
	Iteration 14Q: 3 clusters Score -5546770 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5546954.000000 Penalty: 5345.276367
	Iteration 15Q: 3 clusters Score -5546954 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -5547112.000000 Penalty: 5345.276367
	Iteration 16Q: 3 clusters Score -5547112 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -5547296.500000 Penalty: 5345.276367
	Iteration 17Q: 3 clusters Score -5547296 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -5547452.000000 Penalty: 5345.276367
	Iteration 18Q: 3 clusters Score -5547452 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -5547613.500000 Penalty: 5345.276367
	Iteration 19Q: 3 clusters Score -5547614 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5547773.000000 Penalty: 5345.276367
	Iteration 20F: 3 clusters Score -5547773 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5547914.000000 Penalty: 5345.276367
	Iteration 21Q: 3 clusters Score -5547914 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5548028.000000 Penalty: 5345.276367
	Iteration 22Q: 3 clusters Score -5548028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5548168.000000 Penalty: 5345.276367
	Iteration 23Q: 3 clusters Score -5548168 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5548291.500000 Penalty: 5345.276367
	Iteration 24Q: 3 clusters Score -5548292 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5548418.500000 Penalty: 5345.276367
	Iteration 25Q: 3 clusters Score -5548418 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5548535.000000 Penalty: 5345.276367
	Iteration 26Q: 3 clusters Score -5548535 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -5548663.500000 Penalty: 5345.276367
	Iteration 27Q: 3 clusters Score -5548664 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -5548799.000000 Penalty: 5345.276367
	Iteration 28Q: 3 clusters Score -5548799 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5548962.500000 Penalty: 5345.276367
	Iteration 29Q: 3 clusters Score -5548962 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5549079.500000 Penalty: 5345.276367
	Iteration 30Q: 3 clusters Score -5549080 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -5549239.000000 Penalty: 5345.276367
	Iteration 31Q: 3 clusters Score -5549239 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5549369.000000 Penalty: 5345.276367
	Iteration 32Q: 3 clusters Score -5549369 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5549500.500000 Penalty: 5345.276367
	Iteration 33Q: 3 clusters Score -5549500 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5549618.500000 Penalty: 5345.276367
	Iteration 34Q: 3 clusters Score -5549618 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -5549744.000000 Penalty: 5345.276367
	Iteration 35Q: 3 clusters Score -5549744 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5549915.500000 Penalty: 5345.276367
	Iteration 36Q: 3 clusters Score -5549916 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5550065.500000 Penalty: 5345.276367
	Iteration 37Q: 3 clusters Score -5550066 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5550223.500000 Penalty: 5345.276367
	Iteration 38Q: 3 clusters Score -5550224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5550359.000000 Penalty: 5345.276367
	Iteration 39Q: 3 clusters Score -5550359 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -5550493.500000 Penalty: 5345.276367
	Iteration 40F: 3 clusters Score -5550494 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5550635.500000 Penalty: 5345.276367
	Iteration 41Q: 3 clusters Score -5550636 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5550759.500000 Penalty: 5345.276367
	Iteration 42Q: 3 clusters Score -5550760 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5550917.500000 Penalty: 5345.276367
	Iteration 43Q: 3 clusters Score -5550918 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5551076.000000 Penalty: 5345.276367
	Iteration 44Q: 3 clusters Score -5551076 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5551216.000000 Penalty: 5345.276367
	Iteration 45Q: 3 clusters Score -5551216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5551393.000000 Penalty: 5345.276367
	Iteration 46Q: 3 clusters Score -5551393 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -5551523.500000 Penalty: 5345.276367
	Iteration 47Q: 3 clusters Score -5551524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5551642.500000 Penalty: 5345.276367
	Iteration 48Q: 3 clusters Score -5551642 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5551754.000000 Penalty: 5345.276367
	Iteration 49Q: 3 clusters Score -5551754 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5551897.000000 Penalty: 5345.276367
	Iteration 50Q: 3 clusters Score -5551897 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5552020.000000 Penalty: 5345.276367
	Iteration 51Q: 3 clusters Score -5552020 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5552095.000000 Penalty: 5345.276367
	Iteration 52Q: 3 clusters Score -5552095 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5552160.000000 Penalty: 5345.276367
	Iteration 53Q: 3 clusters Score -5552160 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5552213.500000 Penalty: 5345.276367
	Iteration 54Q: 3 clusters Score -5552214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5552254.500000 Penalty: 5345.276367
	Iteration 55Q: 3 clusters Score -5552254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5552311.000000 Penalty: 5345.276367
	Iteration 56Q: 3 clusters Score -5552311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5552359.500000 Penalty: 5345.276367
	Iteration 57Q: 3 clusters Score -5552360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5552405.500000 Penalty: 5345.276367
	Iteration 58Q: 3 clusters Score -5552406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5552463.000000 Penalty: 5345.276367
	Iteration 59Q: 3 clusters Score -5552463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5552502.500000 Penalty: 5345.276367
	Iteration 60F: 3 clusters Score -5552502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5552510.000000 Penalty: 5345.276367
	Iteration 61Q: 3 clusters Score -5552510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5552531.500000 Penalty: 5345.276367
	Iteration 62Q: 3 clusters Score -5552532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5552540.000000 Penalty: 5345.276367
	Iteration 63Q: 3 clusters Score -5552540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5552571.000000 Penalty: 5345.276367
	Iteration 64Q: 3 clusters Score -5552571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5552575.000000 Penalty: 5345.276367
	Iteration 65Q: 3 clusters Score -5552575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5552600.500000 Penalty: 5345.276367
	Iteration 66Q: 3 clusters Score -5552600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5552624.000000 Penalty: 5345.276367
	Iteration 67Q: 3 clusters Score -5552624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5552639.500000 Penalty: 5345.276367
	Iteration 68Q: 3 clusters Score -5552640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5552646.500000 Penalty: 5345.276367
	Iteration 69Q: 3 clusters Score -5552646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5552647.000000 Penalty: 5345.276367
	Iteration 70Q: 3 clusters Score -5552647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5552650.500000 Penalty: 5345.276367
	Iteration 71Q: 3 clusters Score -5552650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5552660.500000 Penalty: 5345.276367
	Iteration 72Q: 3 clusters Score -5552660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5552670.500000 Penalty: 5345.276367
	Iteration 73Q: 3 clusters Score -5552670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5552682.000000 Penalty: 5345.276367
	Iteration 74Q: 3 clusters Score -5552682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5552687.000000 Penalty: 5345.276367
	Iteration 75Q: 3 clusters Score -5552687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5552693.000000 Penalty: 5345.276367
	Iteration 76Q: 3 clusters Score -5552693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5552695.500000 Penalty: 5345.276367
	Iteration 77Q: 3 clusters Score -5552696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5552698.500000 Penalty: 5345.276367
	Iteration 78Q: 3 clusters Score -5552698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5552695.000000 Penalty: 5345.276367
	Iteration 79Q: 3 clusters Score -5552695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5552705.000000 Penalty: 5345.276367
	Iteration 80F: 3 clusters Score -5552705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5552710.500000 Penalty: 5345.276367
	Iteration 81Q: 3 clusters Score -5552710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5552714.500000 Penalty: 5345.276367
	Iteration 82Q: 3 clusters Score -5552714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5552716.000000 Penalty: 5345.276367
	Iteration 83Q: 3 clusters Score -5552716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5552718.500000 Penalty: 5345.276367
	Iteration 84Q: 3 clusters Score -5552718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5552715.500000 Penalty: 5345.276367
	Iteration 85Q: 3 clusters Score -5552716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5552717.000000 Penalty: 5345.276367
	Iteration 86Q: 3 clusters Score -5552717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5552717.500000 Penalty: 5345.276367
	Iteration 87Q: 3 clusters Score -5552718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5552717.500000 Penalty: 5345.276367
	Iteration 88F: 3 clusters Score -5552718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Entering Unmasked Estep 
Score: -3857861.000000 Penalty: 2565.845703
	Iteration 0F: 2 clusters Score -3857861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3836657.250000 Penalty: 5131.691406
	Iteration 0F: 3 clusters Score -3836657 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3844053.500000 Penalty: 5131.691406
	Iteration 1F: 3 clusters Score -3844054 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3844475.750000 Penalty: 5131.691406
	Iteration 2Q: 3 clusters Score -3844476 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3844891.750000 Penalty: 5131.691406
	Iteration 3Q: 3 clusters Score -3844892 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3845381.000000 Penalty: 5131.691406
	Iteration 4Q: 3 clusters Score -3845381 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3846041.000000 Penalty: 5131.691406
	Iteration 5Q: 3 clusters Score -3846041 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3847020.750000 Penalty: 5131.691406
	Iteration 6F: 3 clusters Score -3847021 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3848399.500000 Penalty: 5131.691406
	Iteration 7F: 3 clusters Score -3848400 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3850205.000000 Penalty: 5131.691406
	Iteration 8F: 3 clusters Score -3850205 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3852163.750000 Penalty: 5131.691406
	Iteration 9F: 3 clusters Score -3852164 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3853701.500000 Penalty: 5131.691406
	Iteration 10F: 3 clusters Score -3853702 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3854665.500000 Penalty: 5131.691406
	Iteration 11Q: 3 clusters Score -3854666 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3855110.000000 Penalty: 5131.691406
	Iteration 12Q: 3 clusters Score -3855110 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3855335.250000 Penalty: 5131.691406
	Iteration 13Q: 3 clusters Score -3855335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3855464.000000 Penalty: 5131.691406
	Iteration 14Q: 3 clusters Score -3855464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3855539.000000 Penalty: 5131.691406
	Iteration 15Q: 3 clusters Score -3855539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3855564.750000 Penalty: 5131.691406
	Iteration 16Q: 3 clusters Score -3855565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3855591.000000 Penalty: 5131.691406
	Iteration 17Q: 3 clusters Score -3855591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3855602.500000 Penalty: 5131.691406
	Iteration 18Q: 3 clusters Score -3855602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3855612.000000 Penalty: 5131.691406
	Iteration 19Q: 3 clusters Score -3855612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3855615.750000 Penalty: 5131.691406
	Iteration 20F: 3 clusters Score -3855616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3855631.250000 Penalty: 5131.691406
	Iteration 21Q: 3 clusters Score -3855631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3855638.750000 Penalty: 5131.691406
	Iteration 22Q: 3 clusters Score -3855639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3855647.250000 Penalty: 5131.691406
	Iteration 23Q: 3 clusters Score -3855647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3855651.250000 Penalty: 5131.691406
	Iteration 24Q: 3 clusters Score -3855651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3855651.250000 Penalty: 5131.691406
	Iteration 25F: 3 clusters Score -3855651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -46838.433594 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -46838.43 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 185 members 
Entering Unmasked Estep 
Score: -45561.453125 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -45561.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45896.574219 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -45896.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46150.242188 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -46150.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46247.093750 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -46247.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46322.179688 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -46322.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46328.039062 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -46328.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46330.855469 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -46330.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46330.855469 Penalty: 2924.988281
	Iteration 7F: 3 clusters Score -46330.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Entering Unmasked Estep 
Score: -1382465.375000 Penalty: 2312.402588
	Iteration 0F: 2 clusters Score -1382465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1374084.125000 Penalty: 4624.805176
	Iteration 0F: 3 clusters Score -1374084 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1376830.500000 Penalty: 4624.805176
	Iteration 1F: 3 clusters Score -1376830 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1377247.875000 Penalty: 4624.805176
	Iteration 2F: 3 clusters Score -1377248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1377608.625000 Penalty: 4624.805176
	Iteration 3F: 3 clusters Score -1377609 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1377903.750000 Penalty: 4624.805176
	Iteration 4Q: 3 clusters Score -1377904 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1378194.875000 Penalty: 4624.805176
	Iteration 5Q: 3 clusters Score -1378195 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1378476.625000 Penalty: 4624.805176
	Iteration 6Q: 3 clusters Score -1378477 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1378777.125000 Penalty: 4624.805176
	Iteration 7Q: 3 clusters Score -1378777 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1379061.000000 Penalty: 4624.805176
	Iteration 8Q: 3 clusters Score -1379061 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1379335.625000 Penalty: 4624.805176
	Iteration 9Q: 3 clusters Score -1379336 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1379638.750000 Penalty: 4624.805176
	Iteration 10Q: 3 clusters Score -1379639 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1379892.000000 Penalty: 4624.805176
	Iteration 11Q: 3 clusters Score -1379892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1380089.625000 Penalty: 4624.805176
	Iteration 12Q: 3 clusters Score -1380090 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1380250.375000 Penalty: 4624.805176
	Iteration 13Q: 3 clusters Score -1380250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1380369.125000 Penalty: 4624.805176
	Iteration 14Q: 3 clusters Score -1380369 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1380444.625000 Penalty: 4624.805176
	Iteration 15Q: 3 clusters Score -1380445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1380521.000000 Penalty: 4624.805176
	Iteration 16Q: 3 clusters Score -1380521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1380582.750000 Penalty: 4624.805176
	Iteration 17Q: 3 clusters Score -1380583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1380620.500000 Penalty: 4624.805176
	Iteration 18Q: 3 clusters Score -1380620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1380652.625000 Penalty: 4624.805176
	Iteration 19Q: 3 clusters Score -1380653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1380684.000000 Penalty: 4624.805176
	Iteration 20F: 3 clusters Score -1380684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1380725.375000 Penalty: 4624.805176
	Iteration 21Q: 3 clusters Score -1380725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1380756.500000 Penalty: 4624.805176
	Iteration 22Q: 3 clusters Score -1380756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1380782.250000 Penalty: 4624.805176
	Iteration 23Q: 3 clusters Score -1380782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1380804.250000 Penalty: 4624.805176
	Iteration 24Q: 3 clusters Score -1380804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1380820.125000 Penalty: 4624.805176
	Iteration 25Q: 3 clusters Score -1380820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1380832.875000 Penalty: 4624.805176
	Iteration 26Q: 3 clusters Score -1380833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1380852.000000 Penalty: 4624.805176
	Iteration 27Q: 3 clusters Score -1380852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1380864.250000 Penalty: 4624.805176
	Iteration 28Q: 3 clusters Score -1380864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1380869.000000 Penalty: 4624.805176
	Iteration 29Q: 3 clusters Score -1380869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1380883.500000 Penalty: 4624.805176
	Iteration 30Q: 3 clusters Score -1380884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1380889.125000 Penalty: 4624.805176
	Iteration 31Q: 3 clusters Score -1380889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1380897.125000 Penalty: 4624.805176
	Iteration 32Q: 3 clusters Score -1380897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1380904.500000 Penalty: 4624.805176
	Iteration 33Q: 3 clusters Score -1380904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1380911.000000 Penalty: 4624.805176
	Iteration 34Q: 3 clusters Score -1380911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1380916.375000 Penalty: 4624.805176
	Iteration 35Q: 3 clusters Score -1380916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1380923.375000 Penalty: 4624.805176
	Iteration 36Q: 3 clusters Score -1380923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1380924.500000 Penalty: 4624.805176
	Iteration 37Q: 3 clusters Score -1380924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1380922.875000 Penalty: 4624.805176
	Iteration 38Q: 3 clusters Score -1380923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1380924.375000 Penalty: 4624.805176
	Iteration 39Q: 3 clusters Score -1380924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1380923.000000 Penalty: 4624.805176
	Iteration 40F: 3 clusters Score -1380923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -334165.312500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -334165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331048.687500 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -331048.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331727.218750 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -331727.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -331926.562500 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -331926.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -332088.312500 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -332088.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332213.500000 Penalty: 3933.560547
	Iteration 4Q: 3 clusters Score -332213.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -332329.468750 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -332329.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332423.531250 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -332423.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -332517.031250 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -332517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -332607.187500 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -332607.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -332696.531250 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -332696.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -332784.687500 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -332784.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -332900.156250 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -332900.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -333000.062500 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -333000.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -333076.156250 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -333076.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -333127.437500 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -333127.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -333167.843750 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -333167.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -333192.406250 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -333192.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -333207.437500 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -333207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -333213.375000 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -333213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -333216.406250 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -333216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -333219.781250 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -333219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -333220.468750 Penalty: 3933.560547
	Iteration 21Q: 3 clusters Score -333220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333221.343750 Penalty: 3933.560547
	Iteration 22Q: 3 clusters Score -333221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -333221.906250 Penalty: 3933.560547
	Iteration 23Q: 3 clusters Score -333221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -333221.906250 Penalty: 3933.560547
	Iteration 24F: 3 clusters Score -333221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -708115.625000 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -708115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -702717.187500 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -702717.2 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -704276.000000 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -704276 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -704622.187500 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -704622.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -704860.625000 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -704860.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -705086.812500 Penalty: 4356.868652
	Iteration 4Q: 3 clusters Score -705086.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -705364.187500 Penalty: 4356.868652
	Iteration 5Q: 3 clusters Score -705364.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -705706.062500 Penalty: 4356.868652
	Iteration 6F: 3 clusters Score -705706.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -706060.875000 Penalty: 4356.868652
	Iteration 7F: 3 clusters Score -706060.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -706372.187500 Penalty: 4356.868652
	Iteration 8F: 3 clusters Score -706372.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -706573.000000 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -706573 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -706677.375000 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -706677.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -706750.187500 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -706750.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -706816.375000 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -706816.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -706863.125000 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -706863.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -706902.625000 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -706902.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -706938.562500 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -706938.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -706982.125000 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -706982.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -707014.687500 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -707014.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -707045.625000 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -707045.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -707064.062500 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -707064.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -707076.812500 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -707076.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -707091.875000 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -707091.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -707100.187500 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -707100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -707103.937500 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -707103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -707106.437500 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -707106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -707109.875000 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -707109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -707111.812500 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -707111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -707112.937500 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -707112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -707116.187500 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -707116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -707123.812500 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -707123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -707129.125000 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -707129.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -707136.625000 Penalty: 4356.868652
	Iteration 31Q: 3 clusters Score -707136.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -707142.000000 Penalty: 4356.868652
	Iteration 32Q: 3 clusters Score -707142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -707147.437500 Penalty: 4356.868652
	Iteration 33Q: 3 clusters Score -707147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -707152.250000 Penalty: 4356.868652
	Iteration 34Q: 3 clusters Score -707152.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -707156.437500 Penalty: 4356.868652
	Iteration 35Q: 3 clusters Score -707156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -707157.937500 Penalty: 4356.868652
	Iteration 36Q: 3 clusters Score -707157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -707159.750000 Penalty: 4356.868652
	Iteration 37Q: 3 clusters Score -707159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -707162.750000 Penalty: 4356.868652
	Iteration 38Q: 3 clusters Score -707162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -707169.125000 Penalty: 4356.868652
	Iteration 39Q: 3 clusters Score -707169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -707170.750000 Penalty: 4356.868652
	Iteration 40F: 3 clusters Score -707170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -707176.875000 Penalty: 4356.868652
	Iteration 41Q: 3 clusters Score -707176.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -707179.750000 Penalty: 4356.868652
	Iteration 42Q: 3 clusters Score -707179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -707184.062500 Penalty: 4356.868652
	Iteration 43Q: 3 clusters Score -707184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -707186.187500 Penalty: 4356.868652
	Iteration 44Q: 3 clusters Score -707186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -707186.687500 Penalty: 4356.868652
	Iteration 45Q: 3 clusters Score -707186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -707187.812500 Penalty: 4356.868652
	Iteration 46Q: 3 clusters Score -707187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -707190.062500 Penalty: 4356.868652
	Iteration 47Q: 3 clusters Score -707190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -707191.000000 Penalty: 4356.868652
	Iteration 48Q: 3 clusters Score -707191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -707193.000000 Penalty: 4356.868652
	Iteration 49Q: 3 clusters Score -707193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -707191.125000 Penalty: 4356.868652
	Iteration 50Q: 3 clusters Score -707191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -707192.562500 Penalty: 4356.868652
	Iteration 51Q: 3 clusters Score -707192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -707192.125000 Penalty: 4356.868652
	Iteration 52Q: 3 clusters Score -707192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -707193.125000 Penalty: 4356.868652
	Iteration 53Q: 3 clusters Score -707193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -707193.125000 Penalty: 4356.868652
	Iteration 54F: 3 clusters Score -707193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Entering Unmasked Estep 
Score: -9534172.000000 Penalty: 2792.608887
	Iteration 0F: 2 clusters Score -9534172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -9481862.000000 Penalty: 5585.217773
	Iteration 0F: 3 clusters Score -9481862 nChanged 36587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -9502138.000000 Penalty: 5585.217773
	Iteration 1F: 3 clusters Score -9502138 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9502823.000000 Penalty: 5585.217773
	Iteration 2Q: 3 clusters Score -9502823 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -9503484.000000 Penalty: 5585.217773
	Iteration 3Q: 3 clusters Score -9503484 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -9504198.000000 Penalty: 5585.217773
	Iteration 4Q: 3 clusters Score -9504198 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -9504948.000000 Penalty: 5585.217773
	Iteration 5Q: 3 clusters Score -9504948 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9505813.000000 Penalty: 5585.217773
	Iteration 6Q: 3 clusters Score -9505813 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -9506840.000000 Penalty: 5585.217773
	Iteration 7Q: 3 clusters Score -9506840 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -9508349.000000 Penalty: 5585.217773
	Iteration 8Q: 3 clusters Score -9508349 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -9510279.000000 Penalty: 5585.217773
	Iteration 9Q: 3 clusters Score -9510279 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -9512878.000000 Penalty: 5585.217773
	Iteration 10F: 3 clusters Score -9512878 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -9516073.000000 Penalty: 5585.217773
	Iteration 11F: 3 clusters Score -9516073 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9519637.000000 Penalty: 5585.217773
	Iteration 12F: 3 clusters Score -9519637 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -9521976.000000 Penalty: 5585.217773
	Iteration 13F: 3 clusters Score -9521976 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -9523273.000000 Penalty: 5585.217773
	Iteration 14Q: 3 clusters Score -9523273 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -9524004.000000 Penalty: 5585.217773
	Iteration 15Q: 3 clusters Score -9524004 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -9524536.000000 Penalty: 5585.217773
	Iteration 16Q: 3 clusters Score -9524536 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9525089.000000 Penalty: 5585.217773
	Iteration 17Q: 3 clusters Score -9525089 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9525738.000000 Penalty: 5585.217773
	Iteration 18Q: 3 clusters Score -9525738 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -9526467.000000 Penalty: 5585.217773
	Iteration 19Q: 3 clusters Score -9526467 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -9527206.000000 Penalty: 5585.217773
	Iteration 20F: 3 clusters Score -9527206 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -9528031.000000 Penalty: 5585.217773
	Iteration 21Q: 3 clusters Score -9528031 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -9528757.000000 Penalty: 5585.217773
	Iteration 22Q: 3 clusters Score -9528757 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -9529348.000000 Penalty: 5585.217773
	Iteration 23Q: 3 clusters Score -9529348 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -9529829.000000 Penalty: 5585.217773
	Iteration 24Q: 3 clusters Score -9529829 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9530169.000000 Penalty: 5585.217773
	Iteration 25Q: 3 clusters Score -9530169 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -9530399.000000 Penalty: 5585.217773
	Iteration 26Q: 3 clusters Score -9530399 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -9530504.000000 Penalty: 5585.217773
	Iteration 27Q: 3 clusters Score -9530504 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -9530638.000000 Penalty: 5585.217773
	Iteration 28Q: 3 clusters Score -9530638 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -9530709.000000 Penalty: 5585.217773
	Iteration 29Q: 3 clusters Score -9530709 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -9530750.000000 Penalty: 5585.217773
	Iteration 30Q: 3 clusters Score -9530750 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -9530827.000000 Penalty: 5585.217773
	Iteration 31Q: 3 clusters Score -9530827 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -9530888.000000 Penalty: 5585.217773
	Iteration 32Q: 3 clusters Score -9530888 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -9531015.000000 Penalty: 5585.217773
	Iteration 33Q: 3 clusters Score -9531015 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9531110.000000 Penalty: 5585.217773
	Iteration 34Q: 3 clusters Score -9531110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -9531151.000000 Penalty: 5585.217773
	Iteration 35Q: 3 clusters Score -9531151 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -9531176.000000 Penalty: 5585.217773
	Iteration 36Q: 3 clusters Score -9531176 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -9531242.000000 Penalty: 5585.217773
	Iteration 37Q: 3 clusters Score -9531242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -9531274.000000 Penalty: 5585.217773
	Iteration 38Q: 3 clusters Score -9531274 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9531313.000000 Penalty: 5585.217773
	Iteration 39Q: 3 clusters Score -9531313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9531329.000000 Penalty: 5585.217773
	Iteration 40F: 3 clusters Score -9531329 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9531371.000000 Penalty: 5585.217773
	Iteration 41Q: 3 clusters Score -9531371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -9531352.000000 Penalty: 5585.217773
	Iteration 42Q: 3 clusters Score -9531352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9531374.000000 Penalty: 5585.217773
	Iteration 43Q: 3 clusters Score -9531374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -9531383.000000 Penalty: 5585.217773
	Iteration 44Q: 3 clusters Score -9531383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -9531412.000000 Penalty: 5585.217773
	Iteration 45Q: 3 clusters Score -9531412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -9531406.000000 Penalty: 5585.217773
	Iteration 46Q: 3 clusters Score -9531406 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -9531419.000000 Penalty: 5585.217773
	Iteration 47Q: 3 clusters Score -9531419 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -9531408.000000 Penalty: 5585.217773
	Iteration 48Q: 3 clusters Score -9531408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -9531442.000000 Penalty: 5585.217773
	Iteration 49Q: 3 clusters Score -9531442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -9531469.000000 Penalty: 5585.217773
	Iteration 50Q: 3 clusters Score -9531469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -9531502.000000 Penalty: 5585.217773
	Iteration 51Q: 3 clusters Score -9531502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -9531505.000000 Penalty: 5585.217773
	Iteration 52Q: 3 clusters Score -9531505 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9531514.000000 Penalty: 5585.217773
	Iteration 53Q: 3 clusters Score -9531514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -9531538.000000 Penalty: 5585.217773
	Iteration 54Q: 3 clusters Score -9531538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -9531560.000000 Penalty: 5585.217773
	Iteration 55Q: 3 clusters Score -9531560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -9531562.000000 Penalty: 5585.217773
	Iteration 56Q: 3 clusters Score -9531562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -9531579.000000 Penalty: 5585.217773
	Iteration 57Q: 3 clusters Score -9531579 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -9531552.000000 Penalty: 5585.217773
	Iteration 58Q: 3 clusters Score -9531552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -9531554.000000 Penalty: 5585.217773
	Iteration 59Q: 3 clusters Score -9531554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9531556.000000 Penalty: 5585.217773
	Iteration 60F: 3 clusters Score -9531556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9531532.000000 Penalty: 5585.217773
	Iteration 61Q: 3 clusters Score -9531532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -9531544.000000 Penalty: 5585.217773
	Iteration 62Q: 3 clusters Score -9531544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -9531558.000000 Penalty: 5585.217773
	Iteration 63Q: 3 clusters Score -9531558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -9531589.000000 Penalty: 5585.217773
	Iteration 64Q: 3 clusters Score -9531589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -9531603.000000 Penalty: 5585.217773
	Iteration 65Q: 3 clusters Score -9531603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -9531613.000000 Penalty: 5585.217773
	Iteration 66Q: 3 clusters Score -9531613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -9531619.000000 Penalty: 5585.217773
	Iteration 67Q: 3 clusters Score -9531619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -9531631.000000 Penalty: 5585.217773
	Iteration 68Q: 3 clusters Score -9531631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9531646.000000 Penalty: 5585.217773
	Iteration 69Q: 3 clusters Score -9531646 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9531657 nChanged 82
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Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9531674 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9531690 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9531680 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9531677 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9531681.000000 Penalty: 5585.217773
	Iteration 75Q: 3 clusters Score -9531681 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9531667 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9531676 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9531692.000000 Penalty: 5585.217773
	Iteration 78Q: 3 clusters Score -9531692 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9531686 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9531680 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9531686 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -9531683.000000 Penalty: 5585.217773
	Iteration 82Q: 3 clusters Score -9531683 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9531680 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9531686 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9531693 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9531699 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -9531703.000000 Penalty: 5585.217773
	Iteration 87Q: 3 clusters Score -9531703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9531716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9531691.000000 Penalty: 5585.217773
	Iteration 89Q: 3 clusters Score -9531691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9531699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -9531696.000000 Penalty: 5585.217773
	Iteration 91Q: 3 clusters Score -9531696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9531696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9531695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9531702 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9531702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9531709 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9531701 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9531700 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9531688 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9531695 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -9531690.000000 Penalty: 5585.217773
	Iteration 101Q: 3 clusters Score -9531690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -9531678.000000 Penalty: 5585.217773
	Iteration 102Q: 3 clusters Score -9531678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9531686.000000 Penalty: 5585.217773
	Iteration 103Q: 3 clusters Score -9531686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -9531684.000000 Penalty: 5585.217773
	Iteration 104Q: 3 clusters Score -9531684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -9531676.000000 Penalty: 5585.217773
	Iteration 105Q: 3 clusters Score -9531676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -9531670.000000 Penalty: 5585.217773
	Iteration 106Q: 3 clusters Score -9531670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -9531683.000000 Penalty: 5585.217773
	Iteration 107Q: 3 clusters Score -9531683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -9531687.000000 Penalty: 5585.217773
	Iteration 108Q: 3 clusters Score -9531687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9531684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -9531683.000000 Penalty: 5585.217773
	Iteration 110Q: 3 clusters Score -9531683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9531691.000000 Penalty: 5585.217773
	Iteration 111Q: 3 clusters Score -9531691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9531701.000000 Penalty: 5585.217773
	Iteration 112Q: 3 clusters Score -9531701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -9531689.000000 Penalty: 5585.217773
	Iteration 113Q: 3 clusters Score -9531689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9531695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -9531697.000000 Penalty: 5585.217773
	Iteration 115Q: 3 clusters Score -9531697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -9531692.000000 Penalty: 5585.217773
	Iteration 116Q: 3 clusters Score -9531692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -9531688.000000 Penalty: 5585.217773
	Iteration 117Q: 3 clusters Score -9531688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9531688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9531698.000000 Penalty: 5585.217773
	Iteration 119Q: 3 clusters Score -9531698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -9531701.000000 Penalty: 5585.217773
	Iteration 120F: 3 clusters Score -9531701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -9531702.000000 Penalty: 5585.217773
	Iteration 121Q: 3 clusters Score -9531702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9531693.000000 Penalty: 5585.217773
	Iteration 122Q: 3 clusters Score -9531693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9531693 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9531695 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9531699 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9531702 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9531695 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9531695 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9531692.000000 Penalty: 5585.217773
	Iteration 129Q: 3 clusters Score -9531692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9531688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -9531685.000000 Penalty: 5585.217773
	Iteration 131Q: 3 clusters Score -9531685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9531696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9531696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9531694.000000 Penalty: 5585.217773
	Iteration 134Q: 3 clusters Score -9531694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9531702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -9531714.000000 Penalty: 5585.217773
	Iteration 136Q: 3 clusters Score -9531714 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -9531711.000000 Penalty: 5585.217773
	Iteration 137Q: 3 clusters Score -9531711 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9531711 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9531710 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9531706.000000 Penalty: 5585.217773
	Iteration 140F: 3 clusters Score -9531706 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9531714 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9531714 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9531705 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -9531703.000000 Penalty: 5585.217773
	Iteration 144Q: 3 clusters Score -9531703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9531708 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9531709 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9531705 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -9531704.000000 Penalty: 5585.217773
	Iteration 148Q: 3 clusters Score -9531704 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9531701 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9531699 nChanged 0
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	Iteration 151F: 3 clusters Score -9531699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1608061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6519 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1598494 nChanged 5489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1601372 nChanged 830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1601856 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1602513 nChanged 871
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1603325 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1604174 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1604973 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1605584.250000 Penalty: 4697.162598
	Iteration 7F: 3 clusters Score -1605584 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1606000.500000 Penalty: 4697.162598
	Iteration 8Q: 3 clusters Score -1606000 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1606310 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1606526.375000 Penalty: 4697.162598
	Iteration 10Q: 3 clusters Score -1606526 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1606714.000000 Penalty: 4697.162598
	Iteration 11Q: 3 clusters Score -1606714 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1606857.750000 Penalty: 4697.162598
	Iteration 12Q: 3 clusters Score -1606858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1606985.375000 Penalty: 4697.162598
	Iteration 13Q: 3 clusters Score -1606985 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1607086.625000 Penalty: 4697.162598
	Iteration 14Q: 3 clusters Score -1607087 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1607167.875000 Penalty: 4697.162598
	Iteration 15Q: 3 clusters Score -1607168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1607241.750000 Penalty: 4697.162598
	Iteration 16Q: 3 clusters Score -1607242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1607297.375000 Penalty: 4697.162598
	Iteration 17Q: 3 clusters Score -1607297 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1607343.250000 Penalty: 4697.162598
	Iteration 18Q: 3 clusters Score -1607343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1607381.750000 Penalty: 4697.162598
	Iteration 19Q: 3 clusters Score -1607382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1607426.000000 Penalty: 4697.162598
	Iteration 20F: 3 clusters Score -1607426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1607461.750000 Penalty: 4697.162598
	Iteration 21Q: 3 clusters Score -1607462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1607489.000000 Penalty: 4697.162598
	Iteration 22Q: 3 clusters Score -1607489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1607514.000000 Penalty: 4697.162598
	Iteration 23Q: 3 clusters Score -1607514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1607527.250000 Penalty: 4697.162598
	Iteration 24Q: 3 clusters Score -1607527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1607536.750000 Penalty: 4697.162598
	Iteration 25Q: 3 clusters Score -1607537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1607539.750000 Penalty: 4697.162598
	Iteration 26Q: 3 clusters Score -1607540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1607544.750000 Penalty: 4697.162598
	Iteration 27Q: 3 clusters Score -1607545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1607548.125000 Penalty: 4697.162598
	Iteration 28Q: 3 clusters Score -1607548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1607551.000000 Penalty: 4697.162598
	Iteration 29Q: 3 clusters Score -1607551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1607556.500000 Penalty: 4697.162598
	Iteration 30Q: 3 clusters Score -1607556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1607558.750000 Penalty: 4697.162598
	Iteration 31Q: 3 clusters Score -1607559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1607566.125000 Penalty: 4697.162598
	Iteration 32Q: 3 clusters Score -1607566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1607566.000000 Penalty: 4697.162598
	Iteration 33Q: 3 clusters Score -1607566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1607564.250000 Penalty: 4697.162598
	Iteration 34Q: 3 clusters Score -1607564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1607565.250000 Penalty: 4697.162598
	Iteration 35Q: 3 clusters Score -1607565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1607565.625000 Penalty: 4697.162598
	Iteration 36Q: 3 clusters Score -1607566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1607568.750000 Penalty: 4697.162598
	Iteration 37Q: 3 clusters Score -1607569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1607569.625000 Penalty: 4697.162598
	Iteration 38Q: 3 clusters Score -1607570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1607570.625000 Penalty: 4697.162598
	Iteration 39Q: 3 clusters Score -1607571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1607571.875000 Penalty: 4697.162598
	Iteration 40F: 3 clusters Score -1607572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1607569.375000 Penalty: 4697.162598
	Iteration 41Q: 3 clusters Score -1607569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1607570.250000 Penalty: 4697.162598
	Iteration 42Q: 3 clusters Score -1607570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1607570.250000 Penalty: 4697.162598
	Iteration 43F: 3 clusters Score -1607570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -119464.179688 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117563.234375 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117563.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117847.312500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117847.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117912.593750 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117941.984375 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117974.648438 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117974.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117992.031250 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118001.570312 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118006.367188 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118007.507812 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118011.648438 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118011.835938 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118011.835938 Penalty: 3420.258789
	Iteration 11F: 3 clusters Score -118011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Entering Unmasked Estep 
Score: -16921394.000000 Penalty: 2930.462158
	Iteration 0F: 2 clusters Score -1.692139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -16830502.000000 Penalty: 5860.924316
	Iteration 0F: 3 clusters Score -1.68305e+07 nChanged 64446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -16868176.000000 Penalty: 5860.924316
	Iteration 1F: 3 clusters Score -1.686818e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -16869046.000000 Penalty: 5860.924316
	Iteration 2Q: 3 clusters Score -1.686905e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -16869940.000000 Penalty: 5860.924316
	Iteration 3Q: 3 clusters Score -1.686994e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -16871206.000000 Penalty: 5860.924316
	Iteration 4Q: 3 clusters Score -1.687121e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -16872832.000000 Penalty: 5860.924316
	Iteration 5Q: 3 clusters Score -1.687283e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -16875220.000000 Penalty: 5860.924316
	Iteration 6Q: 3 clusters Score -1.687522e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -16878266.000000 Penalty: 5860.924316
	Iteration 7Q: 3 clusters Score -1.687827e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -16882504.000000 Penalty: 5860.924316
	Iteration 8F: 3 clusters Score -1.68825e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -16887764.000000 Penalty: 5860.924316
	Iteration 9F: 3 clusters Score -1.688776e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -16893506.000000 Penalty: 5860.924316
	Iteration 10F: 3 clusters Score -1.689351e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -16899280.000000 Penalty: 5860.924316
	Iteration 11F: 3 clusters Score -1.689928e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -16904280.000000 Penalty: 5860.924316
	Iteration 12Q: 3 clusters Score -1.690428e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121668 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -16907908.000000 Penalty: 5860.924316
	Iteration 13Q: 3 clusters Score -1.690791e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -16911230.000000 Penalty: 5860.924316
	Iteration 14Q: 3 clusters Score -1.691123e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128645 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -16913552.000000 Penalty: 5860.924316
	Iteration 15Q: 3 clusters Score -1.691355e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130970 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -16915300.000000 Penalty: 5860.924316
	Iteration 16Q: 3 clusters Score -1.69153e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -16916664.000000 Penalty: 5860.924316
	Iteration 17Q: 3 clusters Score -1.691666e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133841 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16917572.000000 Penalty: 5860.924316
	Iteration 18Q: 3 clusters Score -1.691757e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16918108.000000 Penalty: 5860.924316
	Iteration 19Q: 3 clusters Score -1.691811e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16918376.000000 Penalty: 5860.924316
	Iteration 20F: 3 clusters Score -1.691838e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16918486.000000 Penalty: 5860.924316
	Iteration 21Q: 3 clusters Score -1.691849e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16918558.000000 Penalty: 5860.924316
	Iteration 22Q: 3 clusters Score -1.691856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16918614.000000 Penalty: 5860.924316
	Iteration 23Q: 3 clusters Score -1.691861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135077 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16918634.000000 Penalty: 5860.924316
	Iteration 24Q: 3 clusters Score -1.691863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135093 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16918664.000000 Penalty: 5860.924316
	Iteration 25Q: 3 clusters Score -1.691866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135104 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16918684.000000 Penalty: 5860.924316
	Iteration 26Q: 3 clusters Score -1.691868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135118 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -16918702.000000 Penalty: 5860.924316
	Iteration 27Q: 3 clusters Score -1.69187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16918714.000000 Penalty: 5860.924316
	Iteration 28Q: 3 clusters Score -1.691871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16918720.000000 Penalty: 5860.924316
	Iteration 29Q: 3 clusters Score -1.691872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16918742.000000 Penalty: 5860.924316
	Iteration 30Q: 3 clusters Score -1.691874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16918736.000000 Penalty: 5860.924316
	Iteration 31Q: 3 clusters Score -1.691874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135149 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16918742.000000 Penalty: 5860.924316
	Iteration 32Q: 3 clusters Score -1.691874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16918738.000000 Penalty: 5860.924316
	Iteration 33Q: 3 clusters Score -1.691874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16918746.000000 Penalty: 5860.924316
	Iteration 34Q: 3 clusters Score -1.691875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16918740.000000 Penalty: 5860.924316
	Iteration 35Q: 3 clusters Score -1.691874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16918740.000000 Penalty: 5860.924316
	Iteration 36F: 3 clusters Score -1.691874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -393587.375000 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -393587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -390243.968750 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -390244 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -390951.781250 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -390951.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -391137.093750 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -391137.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391254.312500 Penalty: 4001.616699
	Iteration 3Q: 3 clusters Score -391254.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -391324.781250 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -391324.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -391376.218750 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -391376.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -391419.062500 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -391419.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -391459.718750 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -391459.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -391493.562500 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -391493.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -391526.562500 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -391526.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -391548.656250 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -391548.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -391565.031250 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -391565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -391578.406250 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -391578.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -391586.593750 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -391586.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -391593.156250 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -391593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -391601.000000 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -391601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -391605.656250 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -391605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -391611.531250 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -391611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -391613.312500 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -391613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -391615.468750 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -391615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -391617.187500 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -391617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -391618.281250 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -391618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -391618.937500 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -391618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -391620.312500 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -391620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -391622.343750 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -391622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -391622.562500 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -391622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -391624.875000 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -391624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391626.812500 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -391626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -391631.781250 Penalty: 4001.616699
	Iteration 28Q: 3 clusters Score -391631.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -391641.312500 Penalty: 4001.616699
	Iteration 29Q: 3 clusters Score -391641.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -391647.187500 Penalty: 4001.616699
	Iteration 30Q: 3 clusters Score -391647.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -391654.500000 Penalty: 4001.616699
	Iteration 31Q: 3 clusters Score -391654.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -391661.125000 Penalty: 4001.616699
	Iteration 32Q: 3 clusters Score -391661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -391664.062500 Penalty: 4001.616699
	Iteration 33Q: 3 clusters Score -391664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -391666.093750 Penalty: 4001.616699
	Iteration 34Q: 3 clusters Score -391666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -391668.468750 Penalty: 4001.616699
	Iteration 35Q: 3 clusters Score -391668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391670.375000 Penalty: 4001.616699
	Iteration 36Q: 3 clusters Score -391670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -391671.093750 Penalty: 4001.616699
	Iteration 37Q: 3 clusters Score -391671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391671.218750 Penalty: 4001.616699
	Iteration 38Q: 3 clusters Score -391671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -391671.281250 Penalty: 4001.616699
	Iteration 39Q: 3 clusters Score -391671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391671.281250 Penalty: 4001.616699
	Iteration 40F: 3 clusters Score -391671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -141097.421875 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -141097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139015.750000 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -139015.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139301.125000 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -139301.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139369.718750 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -139369.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139414.421875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -139414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139446.906250 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -139446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139475.828125 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -139475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139490.718750 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -139490.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139510.359375 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -139510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139522.062500 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -139522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139528.843750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -139528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139538.375000 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -139538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139540.484375 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -139540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139543.406250 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -139543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139548.515625 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -139548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139550.812500 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -139550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139553.156250 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -139553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139553.187500 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -139553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139553.187500 Penalty: 3498.578369
	Iteration 17F: 3 clusters Score -139553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -490104.125000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -490104.1 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 2073 members 
Entering Unmasked Estep 
Score: -486113.406250 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -486113.4 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -487097.906250 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -487097.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -487353.156250 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -487353.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -487632.218750 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -487632.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -487959.718750 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -487959.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -488276.375000 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -488276.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -488537.875000 Penalty: 4137.575684
	Iteration 6F: 3 clusters Score -488537.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -488778.687500 Penalty: 4137.575684
	Iteration 7F: 3 clusters Score -488778.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -488997.062500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -488997.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -489213.500000 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -489213.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -489398.093750 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -489398.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -489555.031250 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -489555 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -489630.687500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -489630.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -489657.250000 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -489657.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -489668.187500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -489668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -489672.281250 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -489672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -489674.625000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -489674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -489673.625000 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -489673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -489674.281250 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -489674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -489674.125000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -489674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -489674.125000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -489674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -33102.867188 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -33102.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31891.322266 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -31891.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32105.623047 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -32105.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32233.250000 Penalty: 2888.230713
	Iteration 2F: 3 clusters Score -32233.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32334.810547 Penalty: 2888.230713
	Iteration 3F: 3 clusters Score -32334.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32461.650391 Penalty: 2888.230713
	Iteration 4F: 3 clusters Score -32461.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32569.773438 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -32569.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32671.343750 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -32671.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32730.783203 Penalty: 2888.230713
	Iteration 7Q: 3 clusters Score -32730.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32747.677734 Penalty: 2888.230713
	Iteration 8Q: 3 clusters Score -32747.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32764.324219 Penalty: 2888.230713
	Iteration 9Q: 3 clusters Score -32764.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32827.113281 Penalty: 2888.230713
	Iteration 10Q: 3 clusters Score -32827.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32831.148438 Penalty: 2888.230713
	Iteration 11Q: 3 clusters Score -32831.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32831.148438 Penalty: 2888.230713
	Iteration 12F: 3 clusters Score -32831.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Entering Unmasked Estep 
Score: -2271707.500000 Penalty: 2437.720459
	Iteration 0F: 2 clusters Score -2271708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2258696.750000 Penalty: 4875.440918
	Iteration 0F: 3 clusters Score -2258697 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2263152.750000 Penalty: 4875.440918
	Iteration 1F: 3 clusters Score -2263153 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2263673.250000 Penalty: 4875.440918
	Iteration 2F: 3 clusters Score -2263673 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2264224.500000 Penalty: 4875.440918
	Iteration 3F: 3 clusters Score -2264224 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2264868.000000 Penalty: 4875.440918
	Iteration 4F: 3 clusters Score -2264868 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2265657.750000 Penalty: 4875.440918
	Iteration 5F: 3 clusters Score -2265658 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2266556.250000 Penalty: 4875.440918
	Iteration 6F: 3 clusters Score -2266556 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2267318.250000 Penalty: 4875.440918
	Iteration 7F: 3 clusters Score -2267318 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2268066.750000 Penalty: 4875.440918
	Iteration 8F: 3 clusters Score -2268067 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2268705.500000 Penalty: 4875.440918
	Iteration 9Q: 3 clusters Score -2268706 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2269233.000000 Penalty: 4875.440918
	Iteration 10Q: 3 clusters Score -2269233 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2269607.000000 Penalty: 4875.440918
	Iteration 11Q: 3 clusters Score -2269607 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2269852.750000 Penalty: 4875.440918
	Iteration 12Q: 3 clusters Score -2269853 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2270026.000000 Penalty: 4875.440918
	Iteration 13Q: 3 clusters Score -2270026 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2270150.250000 Penalty: 4875.440918
	Iteration 14Q: 3 clusters Score -2270150 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2270248.000000 Penalty: 4875.440918
	Iteration 15Q: 3 clusters Score -2270248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2270334.000000 Penalty: 4875.440918
	Iteration 16Q: 3 clusters Score -2270334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2270403.250000 Penalty: 4875.440918
	Iteration 17Q: 3 clusters Score -2270403 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2270448.250000 Penalty: 4875.440918
	Iteration 18Q: 3 clusters Score -2270448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2270481.750000 Penalty: 4875.440918
	Iteration 19Q: 3 clusters Score -2270482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2270517.500000 Penalty: 4875.440918
	Iteration 20F: 3 clusters Score -2270518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2270556.250000 Penalty: 4875.440918
	Iteration 21Q: 3 clusters Score -2270556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2270590.500000 Penalty: 4875.440918
	Iteration 22Q: 3 clusters Score -2270590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2270610.750000 Penalty: 4875.440918
	Iteration 23Q: 3 clusters Score -2270611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2270639.750000 Penalty: 4875.440918
	Iteration 24Q: 3 clusters Score -2270640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2270657.250000 Penalty: 4875.440918
	Iteration 25Q: 3 clusters Score -2270657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2270681.750000 Penalty: 4875.440918
	Iteration 26Q: 3 clusters Score -2270682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2270698.250000 Penalty: 4875.440918
	Iteration 27Q: 3 clusters Score -2270698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2270708.750000 Penalty: 4875.440918
	Iteration 28Q: 3 clusters Score -2270709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2270715.500000 Penalty: 4875.440918
	Iteration 29Q: 3 clusters Score -2270716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2270729.750000 Penalty: 4875.440918
	Iteration 30Q: 3 clusters Score -2270730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2270735.250000 Penalty: 4875.440918
	Iteration 31Q: 3 clusters Score -2270735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2270755.500000 Penalty: 4875.440918
	Iteration 32Q: 3 clusters Score -2270756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2270760.500000 Penalty: 4875.440918
	Iteration 33Q: 3 clusters Score -2270760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2270766.250000 Penalty: 4875.440918
	Iteration 34Q: 3 clusters Score -2270766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2270765.500000 Penalty: 4875.440918
	Iteration 35Q: 3 clusters Score -2270766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2270769.000000 Penalty: 4875.440918
	Iteration 36Q: 3 clusters Score -2270769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2270772.750000 Penalty: 4875.440918
	Iteration 37Q: 3 clusters Score -2270773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2270772.250000 Penalty: 4875.440918
	Iteration 38Q: 3 clusters Score -2270772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2270772.000000 Penalty: 4875.440918
	Iteration 39Q: 3 clusters Score -2270772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2270775.250000 Penalty: 4875.440918
	Iteration 40F: 3 clusters Score -2270775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2270776.250000 Penalty: 4875.440918
	Iteration 41Q: 3 clusters Score -2270776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2270781.250000 Penalty: 4875.440918
	Iteration 42Q: 3 clusters Score -2270781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2270783.750000 Penalty: 4875.440918
	Iteration 43Q: 3 clusters Score -2270784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2270785.500000 Penalty: 4875.440918
	Iteration 44Q: 3 clusters Score -2270786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2270785.500000 Penalty: 4875.440918
	Iteration 45Q: 3 clusters Score -2270786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2270789.250000 Penalty: 4875.440918
	Iteration 46Q: 3 clusters Score -2270789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2270786.250000 Penalty: 4875.440918
	Iteration 47Q: 3 clusters Score -2270786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2270786.250000 Penalty: 4875.440918
	Iteration 48F: 3 clusters Score -2270786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -654406.937500 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -654406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -649869.875000 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -649869.9 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -650920.812500 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -650920.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -651118.000000 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -651118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -651228.125000 Penalty: 4219.843262
	Iteration 3Q: 3 clusters Score -651228.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -651297.562500 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -651297.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -651364.062500 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -651364.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -651417.937500 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -651417.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -651453.750000 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -651453.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -651481.437500 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -651481.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -651496.500000 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -651496.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -651510.187500 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -651510.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -651522.687500 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -651522.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -651539.625000 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -651539.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -651554.437500 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -651554.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -651566.875000 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -651566.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -651581.562500 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -651581.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -651594.812500 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -651594.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -651609.250000 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -651609.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -651624.625000 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -651624.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -651636.187500 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -651636.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -651648.687500 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -651648.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -651659.750000 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -651659.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -651669.875000 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -651669.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -651677.125000 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -651677.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -651683.187500 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -651683.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -651692.625000 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -651692.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -651704.250000 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -651704.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -651718.000000 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -651718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -651733.000000 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -651733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -651750.375000 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -651750.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -651769.875000 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -651769.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -651787.375000 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -651787.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -651804.125000 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -651804.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -651822.750000 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -651822.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -651844.000000 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -651844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -651867.750000 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -651867.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -651892.625000 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -651892.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -651917.312500 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -651917.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -651955.187500 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -651955.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -651997.187500 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -651997.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -652048.562500 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -652048.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -652092.812500 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -652092.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -652140.625000 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -652140.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -652183.875000 Penalty: 4219.843262
	Iteration 43Q: 3 clusters Score -652183.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -652225.437500 Penalty: 4219.843262
	Iteration 44Q: 3 clusters Score -652225.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -652270.812500 Penalty: 4219.843262
	Iteration 45Q: 3 clusters Score -652270.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -652308.875000 Penalty: 4219.843262
	Iteration 46Q: 3 clusters Score -652308.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -652346.437500 Penalty: 4219.843262
	Iteration 47Q: 3 clusters Score -652346.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -652374.312500 Penalty: 4219.843262
	Iteration 48Q: 3 clusters Score -652374.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -652395.312500 Penalty: 4219.843262
	Iteration 49Q: 3 clusters Score -652395.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -652411.687500 Penalty: 4219.843262
	Iteration 50Q: 3 clusters Score -652411.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -652427.312500 Penalty: 4219.843262
	Iteration 51Q: 3 clusters Score -652427.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -652441.687500 Penalty: 4219.843262
	Iteration 52Q: 3 clusters Score -652441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -652456.187500 Penalty: 4219.843262
	Iteration 53Q: 3 clusters Score -652456.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -652473.937500 Penalty: 4219.843262
	Iteration 54Q: 3 clusters Score -652473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -652480.625000 Penalty: 4219.843262
	Iteration 55Q: 3 clusters Score -652480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -652484.187500 Penalty: 4219.843262
	Iteration 56Q: 3 clusters Score -652484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -652489.750000 Penalty: 4219.843262
	Iteration 57Q: 3 clusters Score -652489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -652493.062500 Penalty: 4219.843262
	Iteration 58Q: 3 clusters Score -652493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -652497.375000 Penalty: 4219.843262
	Iteration 59Q: 3 clusters Score -652497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -652501.250000 Penalty: 4219.843262
	Iteration 60F: 3 clusters Score -652501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -652505.937500 Penalty: 4219.843262
	Iteration 61Q: 3 clusters Score -652505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -652513.375000 Penalty: 4219.843262
	Iteration 62Q: 3 clusters Score -652513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -652520.562500 Penalty: 4219.843262
	Iteration 63Q: 3 clusters Score -652520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -652528.250000 Penalty: 4219.843262
	Iteration 64Q: 3 clusters Score -652528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -652533.125000 Penalty: 4219.843262
	Iteration 65Q: 3 clusters Score -652533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -652537.937500 Penalty: 4219.843262
	Iteration 66Q: 3 clusters Score -652537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -652541.625000 Penalty: 4219.843262
	Iteration 67Q: 3 clusters Score -652541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -652545.312500 Penalty: 4219.843262
	Iteration 68Q: 3 clusters Score -652545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -652548.750000 Penalty: 4219.843262
	Iteration 69Q: 3 clusters Score -652548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -652549.562500 Penalty: 4219.843262
	Iteration 70Q: 3 clusters Score -652549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -652549.375000 Penalty: 4219.843262
	Iteration 71Q: 3 clusters Score -652549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -652550.187500 Penalty: 4219.843262
	Iteration 72Q: 3 clusters Score -652550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -652555.000000 Penalty: 4219.843262
	Iteration 73Q: 3 clusters Score -652555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -652555.625000 Penalty: 4219.843262
	Iteration 74Q: 3 clusters Score -652555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -652555.812500 Penalty: 4219.843262
	Iteration 75Q: 3 clusters Score -652555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -652559.750000 Penalty: 4219.843262
	Iteration 76Q: 3 clusters Score -652559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -652562.875000 Penalty: 4219.843262
	Iteration 77Q: 3 clusters Score -652562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -652565.125000 Penalty: 4219.843262
	Iteration 78Q: 3 clusters Score -652565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -652566.250000 Penalty: 4219.843262
	Iteration 79Q: 3 clusters Score -652566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -652566.187500 Penalty: 4219.843262
	Iteration 80F: 3 clusters Score -652566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -652570.125000 Penalty: 4219.843262
	Iteration 81Q: 3 clusters Score -652570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -652572.375000 Penalty: 4219.843262
	Iteration 82Q: 3 clusters Score -652572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -652573.437500 Penalty: 4219.843262
	Iteration 83Q: 3 clusters Score -652573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -652575.812500 Penalty: 4219.843262
	Iteration 84Q: 3 clusters Score -652575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -652579.562500 Penalty: 4219.843262
	Iteration 85Q: 3 clusters Score -652579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -652580.937500 Penalty: 4219.843262
	Iteration 86Q: 3 clusters Score -652580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -652580.750000 Penalty: 4219.843262
	Iteration 87Q: 3 clusters Score -652580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -652580.750000 Penalty: 4219.843262
	Iteration 88F: 3 clusters Score -652580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -390103.281250 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -390103.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -386745.250000 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -386745.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -387414.281250 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -387414.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -387594.156250 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -387594.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -387694.687500 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -387694.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -387769.437500 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -387769.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -387828.375000 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -387828.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -387874.656250 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -387874.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -387905.968750 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -387906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -387937.062500 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -387937.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -387967.875000 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -387967.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -387985.156250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -387985.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388001.531250 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -388001.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -388019.156250 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -388019.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -388037.843750 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -388037.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -388062.187500 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -388062.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -388083.281250 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -388083.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -388101.875000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -388101.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -388117.312500 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -388117.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -388135.312500 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -388135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -388158.062500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -388158.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -388183.156250 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -388183.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -388225.000000 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -388225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -388276.312500 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -388276.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -388323.125000 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -388323.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -388353.781250 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -388353.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -388386.750000 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -388386.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -388425.656250 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -388425.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388455.562500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -388455.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -388483.718750 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -388483.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -388502.000000 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -388502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -388515.750000 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -388515.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -388531.500000 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -388531.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -388543.843750 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -388543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -388551.343750 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -388551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -388560.968750 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -388561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -388569.687500 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -388569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -388573.656250 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -388573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -388580.562500 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -388580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -388588.781250 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -388588.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -388595.750000 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -388595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -388603.468750 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -388603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388610.562500 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -388610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -388618.937500 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -388618.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -388626.968750 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -388627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -388630.156250 Penalty: 3989.975586
	Iteration 44Q: 3 clusters Score -388630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -388632.843750 Penalty: 3989.975586
	Iteration 45Q: 3 clusters Score -388632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -388636.531250 Penalty: 3989.975586
	Iteration 46Q: 3 clusters Score -388636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -388640.281250 Penalty: 3989.975586
	Iteration 47Q: 3 clusters Score -388640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -388643.625000 Penalty: 3989.975586
	Iteration 48Q: 3 clusters Score -388643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -388645.031250 Penalty: 3989.975586
	Iteration 49Q: 3 clusters Score -388645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -388647.062500 Penalty: 3989.975586
	Iteration 50Q: 3 clusters Score -388647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -388649.937500 Penalty: 3989.975586
	Iteration 51Q: 3 clusters Score -388649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -388657.562500 Penalty: 3989.975586
	Iteration 52Q: 3 clusters Score -388657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388666.656250 Penalty: 3989.975586
	Iteration 53Q: 3 clusters Score -388666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -388673.375000 Penalty: 3989.975586
	Iteration 54Q: 3 clusters Score -388673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -388681.906250 Penalty: 3989.975586
	Iteration 55Q: 3 clusters Score -388681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -388690.812500 Penalty: 3989.975586
	Iteration 56Q: 3 clusters Score -388690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -388700.156250 Penalty: 3989.975586
	Iteration 57Q: 3 clusters Score -388700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -388705.656250 Penalty: 3989.975586
	Iteration 58Q: 3 clusters Score -388705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -388714.281250 Penalty: 3989.975586
	Iteration 59Q: 3 clusters Score -388714.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -388724.875000 Penalty: 3989.975586
	Iteration 60F: 3 clusters Score -388724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -388738.406250 Penalty: 3989.975586
	Iteration 61Q: 3 clusters Score -388738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -388748.312500 Penalty: 3989.975586
	Iteration 62Q: 3 clusters Score -388748.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -388765.468750 Penalty: 3989.975586
	Iteration 63Q: 3 clusters Score -388765.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -388780.656250 Penalty: 3989.975586
	Iteration 64Q: 3 clusters Score -388780.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -388799.625000 Penalty: 3989.975586
	Iteration 65Q: 3 clusters Score -388799.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -388816.406250 Penalty: 3989.975586
	Iteration 66Q: 3 clusters Score -388816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -388828.031250 Penalty: 3989.975586
	Iteration 67Q: 3 clusters Score -388828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -388835.593750 Penalty: 3989.975586
	Iteration 68Q: 3 clusters Score -388835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -388840.062500 Penalty: 3989.975586
	Iteration 69Q: 3 clusters Score -388840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -388841.718750 Penalty: 3989.975586
	Iteration 70Q: 3 clusters Score -388841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -388843.781250 Penalty: 3989.975586
	Iteration 71Q: 3 clusters Score -388843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -388845.406250 Penalty: 3989.975586
	Iteration 72Q: 3 clusters Score -388845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -388851.031250 Penalty: 3989.975586
	Iteration 73Q: 3 clusters Score -388851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -388855.718750 Penalty: 3989.975586
	Iteration 74Q: 3 clusters Score -388855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -388861.937500 Penalty: 3989.975586
	Iteration 75Q: 3 clusters Score -388861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -388866.843750 Penalty: 3989.975586
	Iteration 76Q: 3 clusters Score -388866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -388873.718750 Penalty: 3989.975586
	Iteration 77Q: 3 clusters Score -388873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -388879.187500 Penalty: 3989.975586
	Iteration 78Q: 3 clusters Score -388879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -388885.843750 Penalty: 3989.975586
	Iteration 79Q: 3 clusters Score -388885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -388889.781250 Penalty: 3989.975586
	Iteration 80F: 3 clusters Score -388889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -388890.468750 Penalty: 3989.975586
	Iteration 81Q: 3 clusters Score -388890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -388890.343750 Penalty: 3989.975586
	Iteration 82Q: 3 clusters Score -388890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -388890.343750 Penalty: 3989.975586
	Iteration 83F: 3 clusters Score -388890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -132732.640625 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -132732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130951.812500 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -130951.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -131554.796875 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -131554.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131879.046875 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -131879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132133.218750 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -132133.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132325.031250 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -132325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132476.625000 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -132476.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132614.328125 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -132614.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -132690.531250 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -132690.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132795.390625 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -132795.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132866.625000 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -132866.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132948.984375 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -132949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132990.359375 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -132990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133002.062500 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -133002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133016.890625 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -133016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133022.031250 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -133022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133020.812500 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -133020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133021.578125 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -133021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133015.906250 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -133015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133031.000000 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -133031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133007.531250 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -133007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133045.421875 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -133045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133104.984375 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -133105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133113.859375 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -133113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133119.703125 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -133119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133119.703125 Penalty: 3360.581787
	Iteration 24F: 3 clusters Score -133119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 549 members 
Entering Unmasked Estep 
Score: -134489264.000000 Penalty: 255510.078125
Splitting cluster 25 changes total score from -134490752.000000 to -134489264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -1760886.375000 Penalty: 2370.847656
	Iteration 0F: 2 clusters Score -1760886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1750549.750000 Penalty: 4741.695312
	Iteration 0F: 3 clusters Score -1750550 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1753812.000000 Penalty: 4741.695312
	Iteration 1F: 3 clusters Score -1753812 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1754440.750000 Penalty: 4741.695312
	Iteration 2F: 3 clusters Score -1754441 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1755131.750000 Penalty: 4741.695312
	Iteration 3F: 3 clusters Score -1755132 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1755898.875000 Penalty: 4741.695312
	Iteration 4F: 3 clusters Score -1755899 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1756706.125000 Penalty: 4741.695312
	Iteration 5F: 3 clusters Score -1756706 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1757324.375000 Penalty: 4741.695312
	Iteration 6F: 3 clusters Score -1757324 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1757742.375000 Penalty: 4741.695312
	Iteration 7Q: 3 clusters Score -1757742 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1757990.625000 Penalty: 4741.695312
	Iteration 8Q: 3 clusters Score -1757991 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1758152.125000 Penalty: 4741.695312
	Iteration 9Q: 3 clusters Score -1758152 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1758234.875000 Penalty: 4741.695312
	Iteration 10Q: 3 clusters Score -1758235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1758297.250000 Penalty: 4741.695312
	Iteration 11Q: 3 clusters Score -1758297 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1758339.750000 Penalty: 4741.695312
	Iteration 12Q: 3 clusters Score -1758340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1758386.000000 Penalty: 4741.695312
	Iteration 13Q: 3 clusters Score -1758386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1758432.875000 Penalty: 4741.695312
	Iteration 14Q: 3 clusters Score -1758433 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1758489.250000 Penalty: 4741.695312
	Iteration 15Q: 3 clusters Score -1758489 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1758545.875000 Penalty: 4741.695312
	Iteration 16Q: 3 clusters Score -1758546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1758618.125000 Penalty: 4741.695312
	Iteration 17Q: 3 clusters Score -1758618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1758691.125000 Penalty: 4741.695312
	Iteration 18Q: 3 clusters Score -1758691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1758753.625000 Penalty: 4741.695312
	Iteration 19Q: 3 clusters Score -1758754 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1758828.500000 Penalty: 4741.695312
	Iteration 20F: 3 clusters Score -1758828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1758909.500000 Penalty: 4741.695312
	Iteration 21Q: 3 clusters Score -1758910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1759015.125000 Penalty: 4741.695312
	Iteration 22Q: 3 clusters Score -1759015 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1759108.000000 Penalty: 4741.695312
	Iteration 23Q: 3 clusters Score -1759108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1759211.625000 Penalty: 4741.695312
	Iteration 24Q: 3 clusters Score -1759212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1759261.375000 Penalty: 4741.695312
	Iteration 25Q: 3 clusters Score -1759261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1759291.750000 Penalty: 4741.695312
	Iteration 26Q: 3 clusters Score -1759292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1759314.250000 Penalty: 4741.695312
	Iteration 27Q: 3 clusters Score -1759314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1759326.500000 Penalty: 4741.695312
	Iteration 28Q: 3 clusters Score -1759326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1759340.375000 Penalty: 4741.695312
	Iteration 29Q: 3 clusters Score -1759340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1759359.000000 Penalty: 4741.695312
	Iteration 30Q: 3 clusters Score -1759359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1759370.625000 Penalty: 4741.695312
	Iteration 31Q: 3 clusters Score -1759371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1759373.875000 Penalty: 4741.695312
	Iteration 32Q: 3 clusters Score -1759374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1759377.125000 Penalty: 4741.695312
	Iteration 33Q: 3 clusters Score -1759377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1759378.750000 Penalty: 4741.695312
	Iteration 34Q: 3 clusters Score -1759379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1759388.250000 Penalty: 4741.695312
	Iteration 35Q: 3 clusters Score -1759388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1759388.875000 Penalty: 4741.695312
	Iteration 36Q: 3 clusters Score -1759389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1759383.375000 Penalty: 4741.695312
	Iteration 37Q: 3 clusters Score -1759383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1759386.125000 Penalty: 4741.695312
	Iteration 38Q: 3 clusters Score -1759386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1759388.125000 Penalty: 4741.695312
	Iteration 39Q: 3 clusters Score -1759388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1759385.750000 Penalty: 4741.695312
	Iteration 40F: 3 clusters Score -1759386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Entering Unmasked Estep 
Score: -892092.875000 Penalty: 2203.211670
	Iteration 0F: 2 clusters Score -892092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -886122.375000 Penalty: 4406.423340
	Iteration 0F: 3 clusters Score -886122.4 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -887806.687500 Penalty: 4406.423340
	Iteration 1F: 3 clusters Score -887806.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -888165.562500 Penalty: 4406.423340
	Iteration 2F: 3 clusters Score -888165.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -888491.312500 Penalty: 4406.423340
	Iteration 3F: 3 clusters Score -888491.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -888824.187500 Penalty: 4406.423340
	Iteration 4F: 3 clusters Score -888824.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -889193.125000 Penalty: 4406.423340
	Iteration 5F: 3 clusters Score -889193.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -889543.062500 Penalty: 4406.423340
	Iteration 6F: 3 clusters Score -889543.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -889836.500000 Penalty: 4406.423340
	Iteration 7F: 3 clusters Score -889836.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -890036.437500 Penalty: 4406.423340
	Iteration 8Q: 3 clusters Score -890036.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -890140.750000 Penalty: 4406.423340
	Iteration 9Q: 3 clusters Score -890140.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -890225.625000 Penalty: 4406.423340
	Iteration 10Q: 3 clusters Score -890225.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -890286.437500 Penalty: 4406.423340
	Iteration 11Q: 3 clusters Score -890286.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -890315.500000 Penalty: 4406.423340
	Iteration 12Q: 3 clusters Score -890315.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -890332.000000 Penalty: 4406.423340
	Iteration 13Q: 3 clusters Score -890332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -890345.125000 Penalty: 4406.423340
	Iteration 14Q: 3 clusters Score -890345.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -890361.062500 Penalty: 4406.423340
	Iteration 15Q: 3 clusters Score -890361.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -890371.000000 Penalty: 4406.423340
	Iteration 16Q: 3 clusters Score -890371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -890374.687500 Penalty: 4406.423340
	Iteration 17Q: 3 clusters Score -890374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -890382.125000 Penalty: 4406.423340
	Iteration 18Q: 3 clusters Score -890382.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -890391.125000 Penalty: 4406.423340
	Iteration 19Q: 3 clusters Score -890391.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -890397.500000 Penalty: 4406.423340
	Iteration 20F: 3 clusters Score -890397.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -890402.750000 Penalty: 4406.423340
	Iteration 21Q: 3 clusters Score -890402.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -890405.312500 Penalty: 4406.423340
	Iteration 22Q: 3 clusters Score -890405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -890411.875000 Penalty: 4406.423340
	Iteration 23Q: 3 clusters Score -890411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -890413.812500 Penalty: 4406.423340
	Iteration 24Q: 3 clusters Score -890413.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -890415.937500 Penalty: 4406.423340
	Iteration 25Q: 3 clusters Score -890415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -890416.250000 Penalty: 4406.423340
	Iteration 26Q: 3 clusters Score -890416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -890418.312500 Penalty: 4406.423340
	Iteration 27Q: 3 clusters Score -890418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -890419.937500 Penalty: 4406.423340
	Iteration 28Q: 3 clusters Score -890419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -890422.437500 Penalty: 4406.423340
	Iteration 29Q: 3 clusters Score -890422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -890423.625000 Penalty: 4406.423340
	Iteration 30Q: 3 clusters Score -890423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -890423.437500 Penalty: 4406.423340
	Iteration 31Q: 3 clusters Score -890423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -890424.312500 Penalty: 4406.423340
	Iteration 32Q: 3 clusters Score -890424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -890424.687500 Penalty: 4406.423340
	Iteration 33Q: 3 clusters Score -890424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -890424.687500 Penalty: 4406.423340
	Iteration 34F: 3 clusters Score -890424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -930596.750000 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -930596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -924521.500000 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -924521.5 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -926116.062500 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -926116.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -926408.875000 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -926408.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -926611.875000 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -926611.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -926789.125000 Penalty: 4426.431641
	Iteration 4Q: 3 clusters Score -926789.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -926987.187500 Penalty: 4426.431641
	Iteration 5Q: 3 clusters Score -926987.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -927220.312500 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -927220.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -927504.562500 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -927504.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -927832.000000 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -927832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -928157.250000 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -928157.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -928494.500000 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -928494.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -928784.125000 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -928784.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -929031.812500 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -929031.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -929211.125000 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -929211.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -929375.750000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -929375.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -929500.687500 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -929500.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -929587.562500 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -929587.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -929646.562500 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -929646.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -929677.250000 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -929677.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -929703.375000 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -929703.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -929727.187500 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -929727.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -929736.125000 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -929736.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -929746.250000 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -929746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -929754.000000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -929754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -929758.437500 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -929758.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -929763.062500 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -929763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -929764.750000 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -929764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -929766.062500 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -929766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -929771.062500 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -929771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -929770.437500 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -929770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -929771.000000 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -929771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -929771.500000 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -929771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -929771.375000 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -929771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -929771.375000 Penalty: 4426.431641
	Iteration 33F: 3 clusters Score -929771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -2038419.125000 Penalty: 2408.206299
	Iteration 0F: 2 clusters Score -2038419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2026487.375000 Penalty: 4816.412598
	Iteration 0F: 3 clusters Score -2026487 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2030618.000000 Penalty: 4816.412598
	Iteration 1F: 3 clusters Score -2030618 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2031266.500000 Penalty: 4816.412598
	Iteration 2F: 3 clusters Score -2031266 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2031931.000000 Penalty: 4816.412598
	Iteration 3F: 3 clusters Score -2031931 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2032523.625000 Penalty: 4816.412598
	Iteration 4F: 3 clusters Score -2032524 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2033007.250000 Penalty: 4816.412598
	Iteration 5F: 3 clusters Score -2033007 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2033471.875000 Penalty: 4816.412598
	Iteration 6F: 3 clusters Score -2033472 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2033932.250000 Penalty: 4816.412598
	Iteration 7Q: 3 clusters Score -2033932 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2034327.625000 Penalty: 4816.412598
	Iteration 8Q: 3 clusters Score -2034328 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2034734.000000 Penalty: 4816.412598
	Iteration 9Q: 3 clusters Score -2034734 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2035102.500000 Penalty: 4816.412598
	Iteration 10Q: 3 clusters Score -2035102 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2035418.375000 Penalty: 4816.412598
	Iteration 11Q: 3 clusters Score -2035418 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2035674.750000 Penalty: 4816.412598
	Iteration 12Q: 3 clusters Score -2035675 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2035862.500000 Penalty: 4816.412598
	Iteration 13Q: 3 clusters Score -2035862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2036006.250000 Penalty: 4816.412598
	Iteration 14Q: 3 clusters Score -2036006 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2036101.500000 Penalty: 4816.412598
	Iteration 15Q: 3 clusters Score -2036102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2036176.875000 Penalty: 4816.412598
	Iteration 16Q: 3 clusters Score -2036177 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2036226.500000 Penalty: 4816.412598
	Iteration 17Q: 3 clusters Score -2036226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2036261.375000 Penalty: 4816.412598
	Iteration 18Q: 3 clusters Score -2036261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2036302.250000 Penalty: 4816.412598
	Iteration 19Q: 3 clusters Score -2036302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2036330.500000 Penalty: 4816.412598
	Iteration 20F: 3 clusters Score -2036330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2036361.250000 Penalty: 4816.412598
	Iteration 21Q: 3 clusters Score -2036361 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2036396.125000 Penalty: 4816.412598
	Iteration 22Q: 3 clusters Score -2036396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2036435.875000 Penalty: 4816.412598
	Iteration 23Q: 3 clusters Score -2036436 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2036478.250000 Penalty: 4816.412598
	Iteration 24Q: 3 clusters Score -2036478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2036514.250000 Penalty: 4816.412598
	Iteration 25Q: 3 clusters Score -2036514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2036540.375000 Penalty: 4816.412598
	Iteration 26Q: 3 clusters Score -2036540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2036570.125000 Penalty: 4816.412598
	Iteration 27Q: 3 clusters Score -2036570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2036595.875000 Penalty: 4816.412598
	Iteration 28Q: 3 clusters Score -2036596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2036621.250000 Penalty: 4816.412598
	Iteration 29Q: 3 clusters Score -2036621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2036651.125000 Penalty: 4816.412598
	Iteration 30Q: 3 clusters Score -2036651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2036670.875000 Penalty: 4816.412598
	Iteration 31Q: 3 clusters Score -2036671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2036704.000000 Penalty: 4816.412598
	Iteration 32Q: 3 clusters Score -2036704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2036718.375000 Penalty: 4816.412598
	Iteration 33Q: 3 clusters Score -2036718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2036741.375000 Penalty: 4816.412598
	Iteration 34Q: 3 clusters Score -2036741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2036752.000000 Penalty: 4816.412598
	Iteration 35Q: 3 clusters Score -2036752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2036772.875000 Penalty: 4816.412598
	Iteration 36Q: 3 clusters Score -2036773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2036786.375000 Penalty: 4816.412598
	Iteration 37Q: 3 clusters Score -2036786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2036808.375000 Penalty: 4816.412598
	Iteration 38Q: 3 clusters Score -2036808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2036823.500000 Penalty: 4816.412598
	Iteration 39Q: 3 clusters Score -2036824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2036833.375000 Penalty: 4816.412598
	Iteration 40F: 3 clusters Score -2036833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2036857.750000 Penalty: 4816.412598
	Iteration 41Q: 3 clusters Score -2036858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2036879.375000 Penalty: 4816.412598
	Iteration 42Q: 3 clusters Score -2036879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2036887.125000 Penalty: 4816.412598
	Iteration 43Q: 3 clusters Score -2036887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2036921.500000 Penalty: 4816.412598
	Iteration 44Q: 3 clusters Score -2036922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2036938.500000 Penalty: 4816.412598
	Iteration 45Q: 3 clusters Score -2036938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2036959.875000 Penalty: 4816.412598
	Iteration 46Q: 3 clusters Score -2036960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2036974.500000 Penalty: 4816.412598
	Iteration 47Q: 3 clusters Score -2036974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2036984.125000 Penalty: 4816.412598
	Iteration 48Q: 3 clusters Score -2036984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2036991.375000 Penalty: 4816.412598
	Iteration 49Q: 3 clusters Score -2036991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2037006.250000 Penalty: 4816.412598
	Iteration 50Q: 3 clusters Score -2037006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2037014.000000 Penalty: 4816.412598
	Iteration 51Q: 3 clusters Score -2037014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2037032.375000 Penalty: 4816.412598
	Iteration 52Q: 3 clusters Score -2037032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2037042.250000 Penalty: 4816.412598
	Iteration 53Q: 3 clusters Score -2037042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2037051.875000 Penalty: 4816.412598
	Iteration 54Q: 3 clusters Score -2037052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2037054.500000 Penalty: 4816.412598
	Iteration 55Q: 3 clusters Score -2037054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2037065.250000 Penalty: 4816.412598
	Iteration 56Q: 3 clusters Score -2037065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2037070.750000 Penalty: 4816.412598
	Iteration 57Q: 3 clusters Score -2037071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2037084.250000 Penalty: 4816.412598
	Iteration 58Q: 3 clusters Score -2037084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2037092.250000 Penalty: 4816.412598
	Iteration 59Q: 3 clusters Score -2037092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2037096.250000 Penalty: 4816.412598
	Iteration 60F: 3 clusters Score -2037096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2037098.625000 Penalty: 4816.412598
	Iteration 61Q: 3 clusters Score -2037099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2037109.625000 Penalty: 4816.412598
	Iteration 62Q: 3 clusters Score -2037110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2037116.125000 Penalty: 4816.412598
	Iteration 63Q: 3 clusters Score -2037116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2037122.500000 Penalty: 4816.412598
	Iteration 64Q: 3 clusters Score -2037122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2037126.625000 Penalty: 4816.412598
	Iteration 65Q: 3 clusters Score -2037127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2037134.250000 Penalty: 4816.412598
	Iteration 66Q: 3 clusters Score -2037134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2037142.250000 Penalty: 4816.412598
	Iteration 67Q: 3 clusters Score -2037142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2037149.625000 Penalty: 4816.412598
	Iteration 68Q: 3 clusters Score -2037150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2037155.125000 Penalty: 4816.412598
	Iteration 69Q: 3 clusters Score -2037155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2037157.875000 Penalty: 4816.412598
	Iteration 70Q: 3 clusters Score -2037158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2037165.875000 Penalty: 4816.412598
	Iteration 71Q: 3 clusters Score -2037166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2037164.375000 Penalty: 4816.412598
	Iteration 72Q: 3 clusters Score -2037164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2037169.250000 Penalty: 4816.412598
	Iteration 73Q: 3 clusters Score -2037169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2037168.625000 Penalty: 4816.412598
	Iteration 74Q: 3 clusters Score -2037169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2037170.000000 Penalty: 4816.412598
	Iteration 75Q: 3 clusters Score -2037170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2037171.125000 Penalty: 4816.412598
	Iteration 76Q: 3 clusters Score -2037171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2037171.000000 Penalty: 4816.412598
	Iteration 77Q: 3 clusters Score -2037171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2037171.000000 Penalty: 4816.412598
	Iteration 78F: 3 clusters Score -2037171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -23216.257812 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -23216.26 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 114 members 
Entering Unmasked Estep 
Score: -22250.796875 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -22250.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22360.089844 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -22360.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22375.898438 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -22375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22378.869141 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -22378.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22383.886719 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -22383.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22385.253906 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -22385.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22385.253906 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -22385.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Entering Unmasked Estep 
Score: -3039186.500000 Penalty: 2503.502686
	Iteration 0F: 2 clusters Score -3039186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3022454.000000 Penalty: 5007.005371
	Iteration 0F: 3 clusters Score -3022454 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3028335.500000 Penalty: 5007.005371
	Iteration 1F: 3 clusters Score -3028336 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3028762.750000 Penalty: 5007.005371
	Iteration 2Q: 3 clusters Score -3028763 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3029117.250000 Penalty: 5007.005371
	Iteration 3Q: 3 clusters Score -3029117 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3029493.500000 Penalty: 5007.005371
	Iteration 4Q: 3 clusters Score -3029494 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3029904.000000 Penalty: 5007.005371
	Iteration 5Q: 3 clusters Score -3029904 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3030377.000000 Penalty: 5007.005371
	Iteration 6Q: 3 clusters Score -3030377 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3031004.500000 Penalty: 5007.005371
	Iteration 7Q: 3 clusters Score -3031004 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3031767.500000 Penalty: 5007.005371
	Iteration 8Q: 3 clusters Score -3031768 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3032666.750000 Penalty: 5007.005371
	Iteration 9F: 3 clusters Score -3032667 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3033561.500000 Penalty: 5007.005371
	Iteration 10Q: 3 clusters Score -3033562 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3034317.250000 Penalty: 5007.005371
	Iteration 11Q: 3 clusters Score -3034317 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3034892.250000 Penalty: 5007.005371
	Iteration 12Q: 3 clusters Score -3034892 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3035312.250000 Penalty: 5007.005371
	Iteration 13Q: 3 clusters Score -3035312 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3035579.500000 Penalty: 5007.005371
	Iteration 14Q: 3 clusters Score -3035580 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3035740.250000 Penalty: 5007.005371
	Iteration 15Q: 3 clusters Score -3035740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3035884.750000 Penalty: 5007.005371
	Iteration 16Q: 3 clusters Score -3035885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3036034.750000 Penalty: 5007.005371
	Iteration 17Q: 3 clusters Score -3036035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3036175.250000 Penalty: 5007.005371
	Iteration 18Q: 3 clusters Score -3036175 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3036306.000000 Penalty: 5007.005371
	Iteration 19Q: 3 clusters Score -3036306 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3036422.000000 Penalty: 5007.005371
	Iteration 20F: 3 clusters Score -3036422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3036525.000000 Penalty: 5007.005371
	Iteration 21Q: 3 clusters Score -3036525 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3036607.000000 Penalty: 5007.005371
	Iteration 22Q: 3 clusters Score -3036607 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3036662.250000 Penalty: 5007.005371
	Iteration 23Q: 3 clusters Score -3036662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3036712.250000 Penalty: 5007.005371
	Iteration 24Q: 3 clusters Score -3036712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3036746.000000 Penalty: 5007.005371
	Iteration 25Q: 3 clusters Score -3036746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3036765.000000 Penalty: 5007.005371
	Iteration 26Q: 3 clusters Score -3036765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3036785.750000 Penalty: 5007.005371
	Iteration 27Q: 3 clusters Score -3036786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3036802.250000 Penalty: 5007.005371
	Iteration 28Q: 3 clusters Score -3036802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3036813.500000 Penalty: 5007.005371
	Iteration 29Q: 3 clusters Score -3036814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3036826.500000 Penalty: 5007.005371
	Iteration 30Q: 3 clusters Score -3036826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3036849.000000 Penalty: 5007.005371
	Iteration 31Q: 3 clusters Score -3036849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3036870.000000 Penalty: 5007.005371
	Iteration 32Q: 3 clusters Score -3036870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3036876.500000 Penalty: 5007.005371
	Iteration 33Q: 3 clusters Score -3036876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3036881.000000 Penalty: 5007.005371
	Iteration 34Q: 3 clusters Score -3036881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3036888.000000 Penalty: 5007.005371
	Iteration 35Q: 3 clusters Score -3036888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3036896.250000 Penalty: 5007.005371
	Iteration 36Q: 3 clusters Score -3036896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3036898.500000 Penalty: 5007.005371
	Iteration 37Q: 3 clusters Score -3036898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3036907.000000 Penalty: 5007.005371
	Iteration 38Q: 3 clusters Score -3036907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3036910.250000 Penalty: 5007.005371
	Iteration 39Q: 3 clusters Score -3036910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3036913.000000 Penalty: 5007.005371
	Iteration 40F: 3 clusters Score -3036913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3036919.000000 Penalty: 5007.005371
	Iteration 41Q: 3 clusters Score -3036919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3036922.250000 Penalty: 5007.005371
	Iteration 42Q: 3 clusters Score -3036922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3036923.250000 Penalty: 5007.005371
	Iteration 43Q: 3 clusters Score -3036923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3036928.000000 Penalty: 5007.005371
	Iteration 44Q: 3 clusters Score -3036928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3036928.250000 Penalty: 5007.005371
	Iteration 45Q: 3 clusters Score -3036928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3036930.750000 Penalty: 5007.005371
	Iteration 46Q: 3 clusters Score -3036931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3036936.750000 Penalty: 5007.005371
	Iteration 47Q: 3 clusters Score -3036937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3036939.000000 Penalty: 5007.005371
	Iteration 48Q: 3 clusters Score -3036939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3036938.750000 Penalty: 5007.005371
	Iteration 49Q: 3 clusters Score -3036939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3036941.250000 Penalty: 5007.005371
	Iteration 50Q: 3 clusters Score -3036941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3036944.250000 Penalty: 5007.005371
	Iteration 51Q: 3 clusters Score -3036944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3036944.250000 Penalty: 5007.005371
	Iteration 52Q: 3 clusters Score -3036944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3036946.000000 Penalty: 5007.005371
	Iteration 53Q: 3 clusters Score -3036946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3036948.750000 Penalty: 5007.005371
	Iteration 54Q: 3 clusters Score -3036949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3036948.750000 Penalty: 5007.005371
	Iteration 55F: 3 clusters Score -3036949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -670792.000000 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -670792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -665891.687500 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -665891.7 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -667293.187500 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -667293.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -667829.812500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -667829.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -668415.062500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -668415.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -669061.375000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -669061.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -669775.375000 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -669775.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -670240.937500 Penalty: 4281.270020
	Iteration 6F: 3 clusters Score -670240.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -670507.687500 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -670507.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -670710.875000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -670710.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -670914.062500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -670914.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -671078.500000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -671078.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -671272.125000 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -671272.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -671468.812500 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -671468.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -671630.187500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -671630.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -671717.875000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -671717.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -671787.500000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -671787.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -671830.437500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -671830.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -671861.250000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -671861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -671868.000000 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -671868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -671871.375000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -671871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -671873.312500 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -671873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -671873.500000 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -671873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -671875.500000 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -671875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -671875.500000 Penalty: 4281.270020
	Iteration 23F: 3 clusters Score -671875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 2333 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 3273 members 
Entering Unmasked Estep 
Score: -134490544.000000 Penalty: 255510.078125
Splitting cluster 32 changes total score from -134490752.000000 to -134490544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Entering Unmasked Estep 
Score: -1147263.750000 Penalty: 2292.863525
	Iteration 0F: 2 clusters Score -1147264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1139371.750000 Penalty: 4585.727051
	Iteration 0F: 3 clusters Score -1139372 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1141781.125000 Penalty: 4585.727051
	Iteration 1F: 3 clusters Score -1141781 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1142234.375000 Penalty: 4585.727051
	Iteration 2F: 3 clusters Score -1142234 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1142631.625000 Penalty: 4585.727051
	Iteration 3F: 3 clusters Score -1142632 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1142975.625000 Penalty: 4585.727051
	Iteration 4F: 3 clusters Score -1142976 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1143372.250000 Penalty: 4585.727051
	Iteration 5F: 3 clusters Score -1143372 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1143757.500000 Penalty: 4585.727051
	Iteration 6F: 3 clusters Score -1143758 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1144106.750000 Penalty: 4585.727051
	Iteration 7Q: 3 clusters Score -1144107 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1144407.625000 Penalty: 4585.727051
	Iteration 8Q: 3 clusters Score -1144408 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1144651.000000 Penalty: 4585.727051
	Iteration 9Q: 3 clusters Score -1144651 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1144819.125000 Penalty: 4585.727051
	Iteration 10Q: 3 clusters Score -1144819 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1144955.125000 Penalty: 4585.727051
	Iteration 11Q: 3 clusters Score -1144955 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1145062.625000 Penalty: 4585.727051
	Iteration 12Q: 3 clusters Score -1145063 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1145143.125000 Penalty: 4585.727051
	Iteration 13Q: 3 clusters Score -1145143 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1145221.000000 Penalty: 4585.727051
	Iteration 14Q: 3 clusters Score -1145221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1145278.750000 Penalty: 4585.727051
	Iteration 15Q: 3 clusters Score -1145279 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1145329.500000 Penalty: 4585.727051
	Iteration 16Q: 3 clusters Score -1145330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1145367.000000 Penalty: 4585.727051
	Iteration 17Q: 3 clusters Score -1145367 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1145400.250000 Penalty: 4585.727051
	Iteration 18Q: 3 clusters Score -1145400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1145442.250000 Penalty: 4585.727051
	Iteration 19Q: 3 clusters Score -1145442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1145500.500000 Penalty: 4585.727051
	Iteration 20F: 3 clusters Score -1145500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1145575.125000 Penalty: 4585.727051
	Iteration 21Q: 3 clusters Score -1145575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1145679.250000 Penalty: 4585.727051
	Iteration 22Q: 3 clusters Score -1145679 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1145799.125000 Penalty: 4585.727051
	Iteration 23Q: 3 clusters Score -1145799 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1145912.000000 Penalty: 4585.727051
	Iteration 24Q: 3 clusters Score -1145912 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1146001.250000 Penalty: 4585.727051
	Iteration 25Q: 3 clusters Score -1146001 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1146080.750000 Penalty: 4585.727051
	Iteration 26Q: 3 clusters Score -1146081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1146136.375000 Penalty: 4585.727051
	Iteration 27Q: 3 clusters Score -1146136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1146171.750000 Penalty: 4585.727051
	Iteration 28Q: 3 clusters Score -1146172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1146204.000000 Penalty: 4585.727051
	Iteration 29Q: 3 clusters Score -1146204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1146229.750000 Penalty: 4585.727051
	Iteration 30Q: 3 clusters Score -1146230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1146239.750000 Penalty: 4585.727051
	Iteration 31Q: 3 clusters Score -1146240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1146256.625000 Penalty: 4585.727051
	Iteration 32Q: 3 clusters Score -1146257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1146273.250000 Penalty: 4585.727051
	Iteration 33Q: 3 clusters Score -1146273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1146283.250000 Penalty: 4585.727051
	Iteration 34Q: 3 clusters Score -1146283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1146288.625000 Penalty: 4585.727051
	Iteration 35Q: 3 clusters Score -1146289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1146294.500000 Penalty: 4585.727051
	Iteration 36Q: 3 clusters Score -1146294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1146298.500000 Penalty: 4585.727051
	Iteration 37Q: 3 clusters Score -1146298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1146302.750000 Penalty: 4585.727051
	Iteration 38Q: 3 clusters Score -1146303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1146309.000000 Penalty: 4585.727051
	Iteration 39Q: 3 clusters Score -1146309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1146310.250000 Penalty: 4585.727051
	Iteration 40F: 3 clusters Score -1146310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1146312.125000 Penalty: 4585.727051
	Iteration 41Q: 3 clusters Score -1146312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1146312.000000 Penalty: 4585.727051
	Iteration 42Q: 3 clusters Score -1146312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1146311.375000 Penalty: 4585.727051
	Iteration 43Q: 3 clusters Score -1146311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1146312.375000 Penalty: 4585.727051
	Iteration 44Q: 3 clusters Score -1146312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1146313.625000 Penalty: 4585.727051
	Iteration 45Q: 3 clusters Score -1146314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1146313.625000 Penalty: 4585.727051
	Iteration 46F: 3 clusters Score -1146314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1488022.250000 Penalty: 2332.522217
	Iteration 0F: 2 clusters Score -1488022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1479009.750000 Penalty: 4665.044434
	Iteration 0F: 3 clusters Score -1479010 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1481926.750000 Penalty: 4665.044434
	Iteration 1F: 3 clusters Score -1481927 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1482609.000000 Penalty: 4665.044434
	Iteration 2F: 3 clusters Score -1482609 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1483340.500000 Penalty: 4665.044434
	Iteration 3F: 3 clusters Score -1483340 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1484037.250000 Penalty: 4665.044434
	Iteration 4F: 3 clusters Score -1484037 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1484708.250000 Penalty: 4665.044434
	Iteration 5F: 3 clusters Score -1484708 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1485348.875000 Penalty: 4665.044434
	Iteration 6F: 3 clusters Score -1485349 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1485877.875000 Penalty: 4665.044434
	Iteration 7F: 3 clusters Score -1485878 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1486337.250000 Penalty: 4665.044434
	Iteration 8Q: 3 clusters Score -1486337 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1486758.000000 Penalty: 4665.044434
	Iteration 9Q: 3 clusters Score -1486758 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1487222.125000 Penalty: 4665.044434
	Iteration 10Q: 3 clusters Score -1487222 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1487561.500000 Penalty: 4665.044434
	Iteration 11Q: 3 clusters Score -1487562 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1487751.500000 Penalty: 4665.044434
	Iteration 12Q: 3 clusters Score -1487752 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1487848.000000 Penalty: 4665.044434
	Iteration 13Q: 3 clusters Score -1487848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1487926.000000 Penalty: 4665.044434
	Iteration 14Q: 3 clusters Score -1487926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1487957.000000 Penalty: 4665.044434
	Iteration 15Q: 3 clusters Score -1487957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1487976.375000 Penalty: 4665.044434
	Iteration 16Q: 3 clusters Score -1487976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1487989.500000 Penalty: 4665.044434
	Iteration 17Q: 3 clusters Score -1487990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1487995.500000 Penalty: 4665.044434
	Iteration 18Q: 3 clusters Score -1487996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1487998.250000 Penalty: 4665.044434
	Iteration 19Q: 3 clusters Score -1487998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1488004.500000 Penalty: 4665.044434
	Iteration 20F: 3 clusters Score -1488004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1488007.500000 Penalty: 4665.044434
	Iteration 21Q: 3 clusters Score -1488008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1488012.875000 Penalty: 4665.044434
	Iteration 22Q: 3 clusters Score -1488013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1488012.750000 Penalty: 4665.044434
	Iteration 23Q: 3 clusters Score -1488013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1488018.125000 Penalty: 4665.044434
	Iteration 24Q: 3 clusters Score -1488018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1488019.500000 Penalty: 4665.044434
	Iteration 25Q: 3 clusters Score -1488020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1488027.000000 Penalty: 4665.044434
	Iteration 26Q: 3 clusters Score -1488027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1488025.250000 Penalty: 4665.044434
	Iteration 27Q: 3 clusters Score -1488025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1488027.125000 Penalty: 4665.044434
	Iteration 28Q: 3 clusters Score -1488027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1488027.250000 Penalty: 4665.044434
	Iteration 29Q: 3 clusters Score -1488027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1488031.875000 Penalty: 4665.044434
	Iteration 30Q: 3 clusters Score -1488032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1488031.375000 Penalty: 4665.044434
	Iteration 31Q: 3 clusters Score -1488031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1488032.625000 Penalty: 4665.044434
	Iteration 32Q: 3 clusters Score -1488033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1488032.625000 Penalty: 4665.044434
	Iteration 33F: 3 clusters Score -1488033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 2777 members 
Entering Unmasked Estep 
Score: -134489408.000000 Penalty: 255510.078125
Splitting cluster 34 changes total score from -134490752.000000 to -134489408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -138363.437500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -138363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136272.296875 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -136272.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136570.921875 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -136570.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136668.343750 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -136668.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136708.953125 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -136709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136730.062500 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -136730.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136740.781250 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -136740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -136746.281250 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -136746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136755.718750 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -136755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136757.937500 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -136757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136760.421875 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -136760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136765.109375 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -136765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -136772.109375 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -136772.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136781.312500 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -136781.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136790.171875 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -136790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136799.234375 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -136799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -136812.906250 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -136812.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136833.312500 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -136833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136872.468750 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -136872.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136910.703125 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -136910.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136949.375000 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -136949.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136998.078125 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -136998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137033.953125 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -137034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -137054.468750 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -137054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137067.203125 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -137067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137078.671875 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -137078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137092.843750 Penalty: 3515.022217
	Iteration 25Q: 3 clusters Score -137092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137111.609375 Penalty: 3515.022217
	Iteration 26Q: 3 clusters Score -137111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137122.390625 Penalty: 3515.022217
	Iteration 27Q: 3 clusters Score -137122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137131.250000 Penalty: 3515.022217
	Iteration 28Q: 3 clusters Score -137131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137139.343750 Penalty: 3515.022217
	Iteration 29Q: 3 clusters Score -137139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137146.750000 Penalty: 3515.022217
	Iteration 30Q: 3 clusters Score -137146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137148.968750 Penalty: 3515.022217
	Iteration 31Q: 3 clusters Score -137149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137150.593750 Penalty: 3515.022217
	Iteration 32Q: 3 clusters Score -137150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137153.828125 Penalty: 3515.022217
	Iteration 33Q: 3 clusters Score -137153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137155.421875 Penalty: 3515.022217
	Iteration 34Q: 3 clusters Score -137155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137155.421875 Penalty: 3515.022217
	Iteration 35F: 3 clusters Score -137155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -413262.593750 Penalty: 2010.191040
	Iteration 0F: 2 clusters Score -413262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -409809.156250 Penalty: 4020.382080
	Iteration 0F: 3 clusters Score -409809.2 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -410524.593750 Penalty: 4020.382080
	Iteration 1F: 3 clusters Score -410524.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410670.093750 Penalty: 4020.382080
	Iteration 2F: 3 clusters Score -410670.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -410755.687500 Penalty: 4020.382080
	Iteration 3Q: 3 clusters Score -410755.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410811.656250 Penalty: 4020.382080
	Iteration 4Q: 3 clusters Score -410811.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -410853.031250 Penalty: 4020.382080
	Iteration 5Q: 3 clusters Score -410853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -410889.062500 Penalty: 4020.382080
	Iteration 6Q: 3 clusters Score -410889.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410918.250000 Penalty: 4020.382080
	Iteration 7Q: 3 clusters Score -410918.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -410939.343750 Penalty: 4020.382080
	Iteration 8Q: 3 clusters Score -410939.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410955.875000 Penalty: 4020.382080
	Iteration 9Q: 3 clusters Score -410955.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -410969.156250 Penalty: 4020.382080
	Iteration 10Q: 3 clusters Score -410969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -410982.812500 Penalty: 4020.382080
	Iteration 11Q: 3 clusters Score -410982.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -410995.093750 Penalty: 4020.382080
	Iteration 12Q: 3 clusters Score -410995.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -411007.437500 Penalty: 4020.382080
	Iteration 13Q: 3 clusters Score -411007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -411021.406250 Penalty: 4020.382080
	Iteration 14Q: 3 clusters Score -411021.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -411030.562500 Penalty: 4020.382080
	Iteration 15Q: 3 clusters Score -411030.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -411038.375000 Penalty: 4020.382080
	Iteration 16Q: 3 clusters Score -411038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411043.843750 Penalty: 4020.382080
	Iteration 17Q: 3 clusters Score -411043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -411051.218750 Penalty: 4020.382080
	Iteration 18Q: 3 clusters Score -411051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -411056.375000 Penalty: 4020.382080
	Iteration 19Q: 3 clusters Score -411056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411066.125000 Penalty: 4020.382080
	Iteration 20F: 3 clusters Score -411066.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -411070.687500 Penalty: 4020.382080
	Iteration 21Q: 3 clusters Score -411070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -411074.031250 Penalty: 4020.382080
	Iteration 22Q: 3 clusters Score -411074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411079.750000 Penalty: 4020.382080
	Iteration 23Q: 3 clusters Score -411079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411084.687500 Penalty: 4020.382080
	Iteration 24Q: 3 clusters Score -411084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -411090.937500 Penalty: 4020.382080
	Iteration 25Q: 3 clusters Score -411090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411092.968750 Penalty: 4020.382080
	Iteration 26Q: 3 clusters Score -411093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -411096.312500 Penalty: 4020.382080
	Iteration 27Q: 3 clusters Score -411096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -411099.687500 Penalty: 4020.382080
	Iteration 28Q: 3 clusters Score -411099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -411101.000000 Penalty: 4020.382080
	Iteration 29Q: 3 clusters Score -411101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -411103.000000 Penalty: 4020.382080
	Iteration 30Q: 3 clusters Score -411103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411104.281250 Penalty: 4020.382080
	Iteration 31Q: 3 clusters Score -411104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411104.437500 Penalty: 4020.382080
	Iteration 32Q: 3 clusters Score -411104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -411104.781250 Penalty: 4020.382080
	Iteration 33Q: 3 clusters Score -411104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -411104.781250 Penalty: 4020.382080
	Iteration 34F: 3 clusters Score -411104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -177866.937500 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -177866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175451.296875 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -175451.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176154.281250 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -176154.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -176488.953125 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -176489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -176766.171875 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -176766.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177020.812500 Penalty: 3716.408936
	Iteration 4F: 3 clusters Score -177020.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177172.515625 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -177172.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177261.828125 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -177261.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177327.171875 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -177327.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -177387.531250 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -177387.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177428.625000 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -177428.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177472.093750 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -177472.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -177500.062500 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -177500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177516.437500 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -177516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177521.031250 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -177521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177525.078125 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -177525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177531.031250 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -177531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177532.484375 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -177532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177533.078125 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -177533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177533.546875 Penalty: 3716.408936
	Iteration 18Q: 3 clusters Score -177533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177534.218750 Penalty: 3716.408936
	Iteration 19Q: 3 clusters Score -177534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177534.796875 Penalty: 3716.408936
	Iteration 20F: 3 clusters Score -177534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177535.718750 Penalty: 3716.408936
	Iteration 21Q: 3 clusters Score -177535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177536.593750 Penalty: 3716.408936
	Iteration 22Q: 3 clusters Score -177536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177537.421875 Penalty: 3716.408936
	Iteration 23Q: 3 clusters Score -177537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177538.234375 Penalty: 3716.408936
	Iteration 24Q: 3 clusters Score -177538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177538.234375 Penalty: 3716.408936
	Iteration 25F: 3 clusters Score -177538.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -513740.968750 Penalty: 2072.774658
	Iteration 0F: 2 clusters Score -513741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -509685.437500 Penalty: 4145.549316
	Iteration 0F: 3 clusters Score -509685.4 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -510689.625000 Penalty: 4145.549316
	Iteration 1F: 3 clusters Score -510689.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -510901.812500 Penalty: 4145.549316
	Iteration 2F: 3 clusters Score -510901.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -511063.312500 Penalty: 4145.549316
	Iteration 3F: 3 clusters Score -511063.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -511169.406250 Penalty: 4145.549316
	Iteration 4Q: 3 clusters Score -511169.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -511273.406250 Penalty: 4145.549316
	Iteration 5Q: 3 clusters Score -511273.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -511373.187500 Penalty: 4145.549316
	Iteration 6Q: 3 clusters Score -511373.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -511467.562500 Penalty: 4145.549316
	Iteration 7Q: 3 clusters Score -511467.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -511553.875000 Penalty: 4145.549316
	Iteration 8Q: 3 clusters Score -511553.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -511624.218750 Penalty: 4145.549316
	Iteration 9Q: 3 clusters Score -511624.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -511673.343750 Penalty: 4145.549316
	Iteration 10Q: 3 clusters Score -511673.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -511711.406250 Penalty: 4145.549316
	Iteration 11Q: 3 clusters Score -511711.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -511754.031250 Penalty: 4145.549316
	Iteration 12Q: 3 clusters Score -511754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -511795.906250 Penalty: 4145.549316
	Iteration 13Q: 3 clusters Score -511795.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -511848.562500 Penalty: 4145.549316
	Iteration 14Q: 3 clusters Score -511848.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -511896.218750 Penalty: 4145.549316
	Iteration 15Q: 3 clusters Score -511896.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -511928.312500 Penalty: 4145.549316
	Iteration 16Q: 3 clusters Score -511928.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -511951.843750 Penalty: 4145.549316
	Iteration 17Q: 3 clusters Score -511951.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -511974.312500 Penalty: 4145.549316
	Iteration 18Q: 3 clusters Score -511974.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -511991.468750 Penalty: 4145.549316
	Iteration 19Q: 3 clusters Score -511991.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -512005.906250 Penalty: 4145.549316
	Iteration 20F: 3 clusters Score -512005.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -512019.375000 Penalty: 4145.549316
	Iteration 21Q: 3 clusters Score -512019.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -512029.500000 Penalty: 4145.549316
	Iteration 22Q: 3 clusters Score -512029.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -512038.281250 Penalty: 4145.549316
	Iteration 23Q: 3 clusters Score -512038.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -512042.687500 Penalty: 4145.549316
	Iteration 24Q: 3 clusters Score -512042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -512043.375000 Penalty: 4145.549316
	Iteration 25Q: 3 clusters Score -512043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -512044.000000 Penalty: 4145.549316
	Iteration 26Q: 3 clusters Score -512044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -512045.687500 Penalty: 4145.549316
	Iteration 27Q: 3 clusters Score -512045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -512044.843750 Penalty: 4145.549316
	Iteration 28Q: 3 clusters Score -512044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -512044.843750 Penalty: 4145.549316
	Iteration 29F: 3 clusters Score -512044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -877373.062500 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -877373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -871507.812500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -871507.8 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -873137.375000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -873137.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -873543.875000 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -873543.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -873912.500000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -873912.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -874312.812500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -874312.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -874793.000000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -874793 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -875365.937500 Penalty: 4403.527344
	Iteration 6F: 3 clusters Score -875365.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -876009.750000 Penalty: 4403.527344
	Iteration 7F: 3 clusters Score -876009.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -876545.562500 Penalty: 4403.527344
	Iteration 8F: 3 clusters Score -876545.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -876819.437500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -876819.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -876945.687500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -876945.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -877018.375000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -877018.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -877061.125000 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -877061.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -877083.937500 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -877083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -877100.000000 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -877100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -877114.000000 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -877114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -877120.125000 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -877120.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -877123.500000 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -877123.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -877130.062500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -877130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -877133.187500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -877133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -877135.375000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -877135.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -877137.500000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -877137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -877139.125000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -877139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -877139.062500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -877139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -877141.500000 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -877141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -877144.312500 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -877144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -877144.625000 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -877144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -877146.062500 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -877146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -877145.500000 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -877145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -877147.562500 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -877147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -877148.187500 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -877148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -877149.750000 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -877149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -877150.687500 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -877150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -877150.312500 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -877150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -877149.812500 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -877149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -877150.687500 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -877150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -877150.687500 Penalty: 4403.527344
	Iteration 36F: 3 clusters Score -877150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -164015.937500 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -164015.9 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 688 members 
Entering Unmasked Estep 
Score: -161831.093750 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -161831.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162175.609375 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -162175.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162272.234375 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -162272.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162308.281250 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -162308.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162332.625000 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -162332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162367.796875 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -162367.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162395.875000 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -162395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162419.843750 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -162419.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162441.781250 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -162441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162466.578125 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -162466.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162493.250000 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -162493.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162531.781250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -162531.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162560.515625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -162560.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162579.890625 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -162579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162598.093750 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -162598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162615.484375 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -162615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162637.671875 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -162637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162661.421875 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -162661.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162699.078125 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -162699.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162729.109375 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -162729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162748.843750 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -162748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162762.765625 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -162762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162773.984375 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -162774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162783.078125 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -162783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162793.828125 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -162793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162801.046875 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -162801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162812.406250 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -162812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162820.937500 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -162820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162827.984375 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -162828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162837.187500 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -162837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162842.171875 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -162842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162848.765625 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -162848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162860.562500 Penalty: 3592.782471
	Iteration 32Q: 3 clusters Score -162860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162873.546875 Penalty: 3592.782471
	Iteration 33Q: 3 clusters Score -162873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162883.484375 Penalty: 3592.782471
	Iteration 34Q: 3 clusters Score -162883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162889.515625 Penalty: 3592.782471
	Iteration 35Q: 3 clusters Score -162889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162895.890625 Penalty: 3592.782471
	Iteration 36Q: 3 clusters Score -162895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162901.312500 Penalty: 3592.782471
	Iteration 37Q: 3 clusters Score -162901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162903.703125 Penalty: 3592.782471
	Iteration 38Q: 3 clusters Score -162903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162904.703125 Penalty: 3592.782471
	Iteration 39Q: 3 clusters Score -162904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162904.703125 Penalty: 3592.782471
	Iteration 40F: 3 clusters Score -162904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -113573.218750 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -113573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -111849.609375 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -111849.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112138.085938 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -112138.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112242.351562 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -112242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112305.875000 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -112305.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112375.476562 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -112375.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112456.718750 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -112456.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112574.851562 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -112574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112667.609375 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -112667.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112737.085938 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -112737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112773.523438 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -112773.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112807.882812 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -112807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112850.523438 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -112850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112894.226562 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -112894.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112983.578125 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -112983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113050.859375 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -113050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113096.031250 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -113096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113103.820312 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -113103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113107.281250 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -113107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113130.851562 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -113130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113135.101562 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -113135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113153.195312 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -113153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113187.242188 Penalty: 3264.684326
	Iteration 21Q: 3 clusters Score -113187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113194.140625 Penalty: 3264.684326
	Iteration 22Q: 3 clusters Score -113194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113200.703125 Penalty: 3264.684326
	Iteration 23Q: 3 clusters Score -113200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113203.000000 Penalty: 3264.684326
	Iteration 24Q: 3 clusters Score -113203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113205.656250 Penalty: 3264.684326
	Iteration 25Q: 3 clusters Score -113205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113210.476562 Penalty: 3264.684326
	Iteration 26Q: 3 clusters Score -113210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113212.195312 Penalty: 3264.684326
	Iteration 27Q: 3 clusters Score -113212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113215.453125 Penalty: 3264.684326
	Iteration 28Q: 3 clusters Score -113215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113218.562500 Penalty: 3264.684326
	Iteration 29Q: 3 clusters Score -113218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113218.562500 Penalty: 3264.684326
	Iteration 30F: 3 clusters Score -113218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (66659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Entering Unmasked Estep 
Score: -8308899.000000 Penalty: 2754.621582
	Iteration 0F: 2 clusters Score -8308899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -8264384.000000 Penalty: 5509.243164
	Iteration 0F: 3 clusters Score -8264384 nChanged 31072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -8282237.500000 Penalty: 5509.243164
	Iteration 1F: 3 clusters Score -8282238 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -8283332.000000 Penalty: 5509.243164
	Iteration 2Q: 3 clusters Score -8283332 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8284620.500000 Penalty: 5509.243164
	Iteration 3Q: 3 clusters Score -8284620 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -8286066.000000 Penalty: 5509.243164
	Iteration 4F: 3 clusters Score -8286066 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8287697.000000 Penalty: 5509.243164
	Iteration 5F: 3 clusters Score -8287697 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -8289649.500000 Penalty: 5509.243164
	Iteration 6F: 3 clusters Score -8289650 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -8291650.500000 Penalty: 5509.243164
	Iteration 7F: 3 clusters Score -8291650 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -8293847.500000 Penalty: 5509.243164
	Iteration 8F: 3 clusters Score -8293848 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -8296175.500000 Penalty: 5509.243164
	Iteration 9F: 3 clusters Score -8296176 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -8298445.500000 Penalty: 5509.243164
	Iteration 10Q: 3 clusters Score -8298446 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -8300767.500000 Penalty: 5509.243164
	Iteration 11Q: 3 clusters Score -8300768 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8302973.000000 Penalty: 5509.243164
	Iteration 12Q: 3 clusters Score -8302973 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -8304732.500000 Penalty: 5509.243164
	Iteration 13Q: 3 clusters Score -8304732 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -8305875.500000 Penalty: 5509.243164
	Iteration 14Q: 3 clusters Score -8305876 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -8306446.500000 Penalty: 5509.243164
	Iteration 15Q: 3 clusters Score -8306446 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8306766.500000 Penalty: 5509.243164
	Iteration 16Q: 3 clusters Score -8306766 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -8306899.000000 Penalty: 5509.243164
	Iteration 17Q: 3 clusters Score -8306899 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8307029.000000 Penalty: 5509.243164
	Iteration 18Q: 3 clusters Score -8307029 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8307101.500000 Penalty: 5509.243164
	Iteration 19Q: 3 clusters Score -8307102 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8307127.500000 Penalty: 5509.243164
	Iteration 20F: 3 clusters Score -8307128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -8307116.000000 Penalty: 5509.243164
	Iteration 21Q: 3 clusters Score -8307116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -8307143.000000 Penalty: 5509.243164
	Iteration 22Q: 3 clusters Score -8307143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8307162.000000 Penalty: 5509.243164
	Iteration 23Q: 3 clusters Score -8307162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8307180.500000 Penalty: 5509.243164
	Iteration 24Q: 3 clusters Score -8307180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8307195.500000 Penalty: 5509.243164
	Iteration 25Q: 3 clusters Score -8307196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8307204.000000 Penalty: 5509.243164
	Iteration 26Q: 3 clusters Score -8307204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8307211.000000 Penalty: 5509.243164
	Iteration 27Q: 3 clusters Score -8307211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8307197.000000 Penalty: 5509.243164
	Iteration 28Q: 3 clusters Score -8307197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -8307198.000000 Penalty: 5509.243164
	Iteration 29Q: 3 clusters Score -8307198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8307217.000000 Penalty: 5509.243164
	Iteration 30Q: 3 clusters Score -8307217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8307218.500000 Penalty: 5509.243164
	Iteration 31Q: 3 clusters Score -8307218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8307223.500000 Penalty: 5509.243164
	Iteration 32Q: 3 clusters Score -8307224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8307232.000000 Penalty: 5509.243164
	Iteration 33Q: 3 clusters Score -8307232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8307239.500000 Penalty: 5509.243164
	Iteration 34Q: 3 clusters Score -8307240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8307229.500000 Penalty: 5509.243164
	Iteration 35Q: 3 clusters Score -8307230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8307240.500000 Penalty: 5509.243164
	Iteration 36Q: 3 clusters Score -8307240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8307225.500000 Penalty: 5509.243164
	Iteration 37Q: 3 clusters Score -8307226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8307222.000000 Penalty: 5509.243164
	Iteration 38Q: 3 clusters Score -8307222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8307232.500000 Penalty: 5509.243164
	Iteration 39Q: 3 clusters Score -8307232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8307227.500000 Penalty: 5509.243164
	Iteration 40F: 3 clusters Score -8307228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8307231.000000 Penalty: 5509.243164
	Iteration 41Q: 3 clusters Score -8307231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8307224.500000 Penalty: 5509.243164
	Iteration 42Q: 3 clusters Score -8307224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8307225.000000 Penalty: 5509.243164
	Iteration 43Q: 3 clusters Score -8307225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8307216.500000 Penalty: 5509.243164
	Iteration 44Q: 3 clusters Score -8307216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8307216.000000 Penalty: 5509.243164
	Iteration 45Q: 3 clusters Score -8307216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8307222.500000 Penalty: 5509.243164
	Iteration 46Q: 3 clusters Score -8307222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8307220.000000 Penalty: 5509.243164
	Iteration 47Q: 3 clusters Score -8307220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -8307230.000000 Penalty: 5509.243164
	Iteration 48Q: 3 clusters Score -8307230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8307233.000000 Penalty: 5509.243164
	Iteration 49Q: 3 clusters Score -8307233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8307236.000000 Penalty: 5509.243164
	Iteration 50Q: 3 clusters Score -8307236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -8307244.500000 Penalty: 5509.243164
	Iteration 51Q: 3 clusters Score -8307244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8307237.000000 Penalty: 5509.243164
	Iteration 52Q: 3 clusters Score -8307237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8307246.000000 Penalty: 5509.243164
	Iteration 53Q: 3 clusters Score -8307246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8307252.500000 Penalty: 5509.243164
	Iteration 54Q: 3 clusters Score -8307252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8307250.000000 Penalty: 5509.243164
	Iteration 55Q: 3 clusters Score -8307250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8307245.500000 Penalty: 5509.243164
	Iteration 56Q: 3 clusters Score -8307246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8307247.500000 Penalty: 5509.243164
	Iteration 57Q: 3 clusters Score -8307248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -8307247.000000 Penalty: 5509.243164
	Iteration 58Q: 3 clusters Score -8307247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8307251.500000 Penalty: 5509.243164
	Iteration 59Q: 3 clusters Score -8307252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8307248.000000 Penalty: 5509.243164
	Iteration 60F: 3 clusters Score -8307248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8307247.000000 Penalty: 5509.243164
	Iteration 61Q: 3 clusters Score -8307247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8307250.000000 Penalty: 5509.243164
	Iteration 62Q: 3 clusters Score -8307250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8307247.500000 Penalty: 5509.243164
	Iteration 63Q: 3 clusters Score -8307248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8307248.000000 Penalty: 5509.243164
	Iteration 64Q: 3 clusters Score -8307248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8307249.000000 Penalty: 5509.243164
	Iteration 65Q: 3 clusters Score -8307249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8307249.000000 Penalty: 5509.243164
	Iteration 66F: 3 clusters Score -8307249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -1090256.750000 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -1090257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1083252.375000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -1083252 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1085178.625000 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -1085179 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1085512.875000 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -1085513 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1085802.875000 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -1085803 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1086124.000000 Penalty: 4510.193359
	Iteration 4F: 3 clusters Score -1086124 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1086432.000000 Penalty: 4510.193359
	Iteration 5F: 3 clusters Score -1086432 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1086760.000000 Penalty: 4510.193359
	Iteration 6F: 3 clusters Score -1086760 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1087040.000000 Penalty: 4510.193359
	Iteration 7Q: 3 clusters Score -1087040 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1087275.000000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -1087275 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1087467.625000 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -1087468 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1087640.500000 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -1087640 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1087815.750000 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -1087816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1087963.500000 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -1087964 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1088101.250000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -1088101 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1088228.250000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -1088228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1088342.375000 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -1088342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1088435.875000 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -1088436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1088516.500000 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -1088516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1088585.875000 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -1088586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1088632.375000 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -1088632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1088666.000000 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -1088666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1088692.000000 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -1088692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1088713.750000 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -1088714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1088739.750000 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -1088740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1088769.625000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -1088770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1088783.375000 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -1088783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1088800.875000 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -1088801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1088809.125000 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -1088809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1088814.625000 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -1088815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1088815.250000 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -1088815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1088818.750000 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -1088819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1088820.750000 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -1088821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1088823.000000 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -1088823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1088824.875000 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -1088825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1088825.500000 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -1088826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1088826.125000 Penalty: 4510.193359
	Iteration 35Q: 3 clusters Score -1088826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1088827.250000 Penalty: 4510.193359
	Iteration 36Q: 3 clusters Score -1088827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1088828.750000 Penalty: 4510.193359
	Iteration 37Q: 3 clusters Score -1088829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1088835.750000 Penalty: 4510.193359
	Iteration 38Q: 3 clusters Score -1088836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1088838.500000 Penalty: 4510.193359
	Iteration 39Q: 3 clusters Score -1088838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1088840.250000 Penalty: 4510.193359
	Iteration 40F: 3 clusters Score -1088840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1088844.000000 Penalty: 4510.193359
	Iteration 41Q: 3 clusters Score -1088844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1088845.375000 Penalty: 4510.193359
	Iteration 42Q: 3 clusters Score -1088845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1088847.625000 Penalty: 4510.193359
	Iteration 43Q: 3 clusters Score -1088848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1088848.000000 Penalty: 4510.193359
	Iteration 44Q: 3 clusters Score -1088848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1088849.125000 Penalty: 4510.193359
	Iteration 45Q: 3 clusters Score -1088849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1088850.625000 Penalty: 4510.193359
	Iteration 46Q: 3 clusters Score -1088851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1088850.625000 Penalty: 4510.193359
	Iteration 47Q: 3 clusters Score -1088851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 4510.193359
	Iteration 48Q: 3 clusters Score -1088850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 4510.193359
	Iteration 49F: 3 clusters Score -1088850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (18392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Entering Unmasked Estep 
Score: -2239031.000000 Penalty: 2435.278320
	Iteration 0F: 2 clusters Score -2239031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2225919.000000 Penalty: 4870.556641
	Iteration 0F: 3 clusters Score -2225919 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2230339.250000 Penalty: 4870.556641
	Iteration 1F: 3 clusters Score -2230339 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2230902.000000 Penalty: 4870.556641
	Iteration 2F: 3 clusters Score -2230902 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2231466.500000 Penalty: 4870.556641
	Iteration 3F: 3 clusters Score -2231466 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2232113.000000 Penalty: 4870.556641
	Iteration 4F: 3 clusters Score -2232113 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2232896.250000 Penalty: 4870.556641
	Iteration 5F: 3 clusters Score -2232896 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2233714.000000 Penalty: 4870.556641
	Iteration 6F: 3 clusters Score -2233714 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2234483.750000 Penalty: 4870.556641
	Iteration 7F: 3 clusters Score -2234484 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2235139.500000 Penalty: 4870.556641
	Iteration 8F: 3 clusters Score -2235140 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2235705.500000 Penalty: 4870.556641
	Iteration 9Q: 3 clusters Score -2235706 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2236149.750000 Penalty: 4870.556641
	Iteration 10Q: 3 clusters Score -2236150 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2236568.500000 Penalty: 4870.556641
	Iteration 11Q: 3 clusters Score -2236568 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2236885.750000 Penalty: 4870.556641
	Iteration 12Q: 3 clusters Score -2236886 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2237090.750000 Penalty: 4870.556641
	Iteration 13Q: 3 clusters Score -2237091 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2237279.500000 Penalty: 4870.556641
	Iteration 14Q: 3 clusters Score -2237280 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2237412.250000 Penalty: 4870.556641
	Iteration 15Q: 3 clusters Score -2237412 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2237511.250000 Penalty: 4870.556641
	Iteration 16Q: 3 clusters Score -2237511 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2237599.000000 Penalty: 4870.556641
	Iteration 17Q: 3 clusters Score -2237599 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2237678.750000 Penalty: 4870.556641
	Iteration 18Q: 3 clusters Score -2237679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2237744.500000 Penalty: 4870.556641
	Iteration 19Q: 3 clusters Score -2237744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2237812.000000 Penalty: 4870.556641
	Iteration 20F: 3 clusters Score -2237812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2237858.750000 Penalty: 4870.556641
	Iteration 21Q: 3 clusters Score -2237859 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2237885.750000 Penalty: 4870.556641
	Iteration 22Q: 3 clusters Score -2237886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2237909.500000 Penalty: 4870.556641
	Iteration 23Q: 3 clusters Score -2237910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2237916.500000 Penalty: 4870.556641
	Iteration 24Q: 3 clusters Score -2237916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2237914.250000 Penalty: 4870.556641
	Iteration 25Q: 3 clusters Score -2237914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2237929.000000 Penalty: 4870.556641
	Iteration 26Q: 3 clusters Score -2237929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2237931.500000 Penalty: 4870.556641
	Iteration 27Q: 3 clusters Score -2237932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2237927.000000 Penalty: 4870.556641
	Iteration 28Q: 3 clusters Score -2237927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2237931.000000 Penalty: 4870.556641
	Iteration 29Q: 3 clusters Score -2237931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2237932.000000 Penalty: 4870.556641
	Iteration 30Q: 3 clusters Score -2237932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2237932.000000 Penalty: 4870.556641
	Iteration 31Q: 3 clusters Score -2237932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2237937.750000 Penalty: 4870.556641
	Iteration 32Q: 3 clusters Score -2237938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2237935.000000 Penalty: 4870.556641
	Iteration 33Q: 3 clusters Score -2237935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2237938.250000 Penalty: 4870.556641
	Iteration 34Q: 3 clusters Score -2237938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2237938.750000 Penalty: 4870.556641
	Iteration 35Q: 3 clusters Score -2237939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2237939.250000 Penalty: 4870.556641
	Iteration 36Q: 3 clusters Score -2237939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2237939.000000 Penalty: 4870.556641
	Iteration 37Q: 3 clusters Score -2237939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2237942.750000 Penalty: 4870.556641
	Iteration 38Q: 3 clusters Score -2237943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2237940.000000 Penalty: 4870.556641
	Iteration 39Q: 3 clusters Score -2237940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2237943.000000 Penalty: 4870.556641
	Iteration 40F: 3 clusters Score -2237943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2237946.750000 Penalty: 4870.556641
	Iteration 41Q: 3 clusters Score -2237947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2237944.750000 Penalty: 4870.556641
	Iteration 42Q: 3 clusters Score -2237945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2237946.000000 Penalty: 4870.556641
	Iteration 43Q: 3 clusters Score -2237946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2237951.000000 Penalty: 4870.556641
	Iteration 44Q: 3 clusters Score -2237951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2237951.750000 Penalty: 4870.556641
	Iteration 45Q: 3 clusters Score -2237952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2237954.000000 Penalty: 4870.556641
	Iteration 46Q: 3 clusters Score -2237954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2237954.500000 Penalty: 4870.556641
	Iteration 47Q: 3 clusters Score -2237954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2237955.750000 Penalty: 4870.556641
	Iteration 48Q: 3 clusters Score -2237956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2237954.750000 Penalty: 4870.556641
	Iteration 49Q: 3 clusters Score -2237955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2237953.750000 Penalty: 4870.556641
	Iteration 50Q: 3 clusters Score -2237954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2237954.000000 Penalty: 4870.556641
	Iteration 51Q: 3 clusters Score -2237954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2237951.750000 Penalty: 4870.556641
	Iteration 52Q: 3 clusters Score -2237952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2237949.250000 Penalty: 4870.556641
	Iteration 53Q: 3 clusters Score -2237949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2237950.750000 Penalty: 4870.556641
	Iteration 54Q: 3 clusters Score -2237951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2237953.000000 Penalty: 4870.556641
	Iteration 55Q: 3 clusters Score -2237953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2237953.000000 Penalty: 4870.556641
	Iteration 56F: 3 clusters Score -2237953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -1369115.750000 Penalty: 2309.060547
	Iteration 0F: 2 clusters Score -1369116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1360717.125000 Penalty: 4618.121094
	Iteration 0F: 3 clusters Score -1360717 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1363328.375000 Penalty: 4618.121094
	Iteration 1F: 3 clusters Score -1363328 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1363657.500000 Penalty: 4618.121094
	Iteration 2F: 3 clusters Score -1363658 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1363898.125000 Penalty: 4618.121094
	Iteration 3F: 3 clusters Score -1363898 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1364109.875000 Penalty: 4618.121094
	Iteration 4Q: 3 clusters Score -1364110 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1364345.125000 Penalty: 4618.121094
	Iteration 5Q: 3 clusters Score -1364345 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1364590.625000 Penalty: 4618.121094
	Iteration 6Q: 3 clusters Score -1364591 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1364888.750000 Penalty: 4618.121094
	Iteration 7Q: 3 clusters Score -1364889 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1365213.750000 Penalty: 4618.121094
	Iteration 8Q: 3 clusters Score -1365214 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1365559.375000 Penalty: 4618.121094
	Iteration 9Q: 3 clusters Score -1365559 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1365895.000000 Penalty: 4618.121094
	Iteration 10Q: 3 clusters Score -1365895 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1366178.625000 Penalty: 4618.121094
	Iteration 11Q: 3 clusters Score -1366179 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1366403.000000 Penalty: 4618.121094
	Iteration 12Q: 3 clusters Score -1366403 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1366569.625000 Penalty: 4618.121094
	Iteration 13Q: 3 clusters Score -1366570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1366711.250000 Penalty: 4618.121094
	Iteration 14Q: 3 clusters Score -1366711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1366832.375000 Penalty: 4618.121094
	Iteration 15Q: 3 clusters Score -1366832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1366919.875000 Penalty: 4618.121094
	Iteration 16Q: 3 clusters Score -1366920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1366989.375000 Penalty: 4618.121094
	Iteration 17Q: 3 clusters Score -1366989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1367041.250000 Penalty: 4618.121094
	Iteration 18Q: 3 clusters Score -1367041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1367072.875000 Penalty: 4618.121094
	Iteration 19Q: 3 clusters Score -1367073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1367099.750000 Penalty: 4618.121094
	Iteration 20F: 3 clusters Score -1367100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1367113.750000 Penalty: 4618.121094
	Iteration 21Q: 3 clusters Score -1367114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1367117.375000 Penalty: 4618.121094
	Iteration 22Q: 3 clusters Score -1367117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1367123.375000 Penalty: 4618.121094
	Iteration 23Q: 3 clusters Score -1367123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1367128.125000 Penalty: 4618.121094
	Iteration 24Q: 3 clusters Score -1367128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1367133.625000 Penalty: 4618.121094
	Iteration 25Q: 3 clusters Score -1367134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1367139.625000 Penalty: 4618.121094
	Iteration 26Q: 3 clusters Score -1367140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1367142.000000 Penalty: 4618.121094
	Iteration 27Q: 3 clusters Score -1367142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1367146.000000 Penalty: 4618.121094
	Iteration 28Q: 3 clusters Score -1367146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1367151.125000 Penalty: 4618.121094
	Iteration 29Q: 3 clusters Score -1367151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1367158.500000 Penalty: 4618.121094
	Iteration 30Q: 3 clusters Score -1367158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1367164.125000 Penalty: 4618.121094
	Iteration 31Q: 3 clusters Score -1367164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1367169.875000 Penalty: 4618.121094
	Iteration 32Q: 3 clusters Score -1367170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1367181.000000 Penalty: 4618.121094
	Iteration 33Q: 3 clusters Score -1367181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1367189.875000 Penalty: 4618.121094
	Iteration 34Q: 3 clusters Score -1367190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1367199.000000 Penalty: 4618.121094
	Iteration 35Q: 3 clusters Score -1367199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1367201.500000 Penalty: 4618.121094
	Iteration 36Q: 3 clusters Score -1367202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1367208.000000 Penalty: 4618.121094
	Iteration 37Q: 3 clusters Score -1367208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1367210.750000 Penalty: 4618.121094
	Iteration 38Q: 3 clusters Score -1367211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1367210.625000 Penalty: 4618.121094
	Iteration 39Q: 3 clusters Score -1367211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1367211.375000 Penalty: 4618.121094
	Iteration 40F: 3 clusters Score -1367211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -272114.687500 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -272114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -269371.250000 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -269371.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -270085.218750 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -270085.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270434.843750 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -270434.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -270678.718750 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -270678.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -270857.906250 Penalty: 3826.479980
	Iteration 4F: 3 clusters Score -270857.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -270978.781250 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -270978.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -271077.718750 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -271077.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -271148.156250 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -271148.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -271204.437500 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -271204.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -271246.281250 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -271246.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -271274.781250 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -271274.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -271300.843750 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -271300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -271315.218750 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -271315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -271319.875000 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -271319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -271324.531250 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -271324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -271331.375000 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -271331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -271337.093750 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -271337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -271339.718750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -271339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -271339.718750 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -271339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -271339.718750 Penalty: 3826.479980
	Iteration 19F: 3 clusters Score -271339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -1132298.625000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1132299 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 5025 members 
Entering Unmasked Estep 
Score: -1124499.625000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1124500 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1126819.625000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1126820 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1127325.625000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1127326 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1127787.500000 Penalty: 4576.397461
	Iteration 3F: 3 clusters Score -1127788 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1128213.500000 Penalty: 4576.397461
	Iteration 4F: 3 clusters Score -1128214 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1128569.125000 Penalty: 4576.397461
	Iteration 5F: 3 clusters Score -1128569 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1128849.750000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1128850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1129065.000000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1129065 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1129257.500000 Penalty: 4576.397461
	Iteration 8Q: 3 clusters Score -1129258 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1129436.000000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1129436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1129599.625000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1129600 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1129740.625000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1129741 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1129845.125000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1129845 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1129925.000000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1129925 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1129988.625000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1129989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1130047.375000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1130047 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1130100.625000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1130101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1130149.375000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1130149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1130186.750000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1130187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1130222.375000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1130222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1130246.250000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1130246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1130261.875000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1130262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1130274.375000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1130274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1130282.750000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1130283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1130289.750000 Penalty: 4576.397461
	Iteration 24Q: 3 clusters Score -1130290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1130298.750000 Penalty: 4576.397461
	Iteration 25Q: 3 clusters Score -1130299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1130301.875000 Penalty: 4576.397461
	Iteration 26Q: 3 clusters Score -1130302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1130304.375000 Penalty: 4576.397461
	Iteration 27Q: 3 clusters Score -1130304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1130308.000000 Penalty: 4576.397461
	Iteration 28Q: 3 clusters Score -1130308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1130311.375000 Penalty: 4576.397461
	Iteration 29Q: 3 clusters Score -1130311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1130312.250000 Penalty: 4576.397461
	Iteration 30Q: 3 clusters Score -1130312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1130312.375000 Penalty: 4576.397461
	Iteration 31Q: 3 clusters Score -1130312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1130316.125000 Penalty: 4576.397461
	Iteration 32Q: 3 clusters Score -1130316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1130321.250000 Penalty: 4576.397461
	Iteration 33Q: 3 clusters Score -1130321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1130323.125000 Penalty: 4576.397461
	Iteration 34Q: 3 clusters Score -1130323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1130327.000000 Penalty: 4576.397461
	Iteration 35Q: 3 clusters Score -1130327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1130336.500000 Penalty: 4576.397461
	Iteration 36Q: 3 clusters Score -1130336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1130344.125000 Penalty: 4576.397461
	Iteration 37Q: 3 clusters Score -1130344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1130353.250000 Penalty: 4576.397461
	Iteration 38Q: 3 clusters Score -1130353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1130354.750000 Penalty: 4576.397461
	Iteration 39Q: 3 clusters Score -1130355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1130356.000000 Penalty: 4576.397461
	Iteration 40F: 3 clusters Score -1130356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1130366.250000 Penalty: 4576.397461
	Iteration 41Q: 3 clusters Score -1130366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1130368.250000 Penalty: 4576.397461
	Iteration 42Q: 3 clusters Score -1130368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1130372.750000 Penalty: 4576.397461
	Iteration 43Q: 3 clusters Score -1130373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1130378.625000 Penalty: 4576.397461
	Iteration 44Q: 3 clusters Score -1130379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1130384.500000 Penalty: 4576.397461
	Iteration 45Q: 3 clusters Score -1130384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1130394.125000 Penalty: 4576.397461
	Iteration 46Q: 3 clusters Score -1130394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1130400.750000 Penalty: 4576.397461
	Iteration 47Q: 3 clusters Score -1130401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1130408.000000 Penalty: 4576.397461
	Iteration 48Q: 3 clusters Score -1130408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1130409.750000 Penalty: 4576.397461
	Iteration 49Q: 3 clusters Score -1130410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1130413.375000 Penalty: 4576.397461
	Iteration 50Q: 3 clusters Score -1130413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1130419.500000 Penalty: 4576.397461
	Iteration 51Q: 3 clusters Score -1130420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1130426.125000 Penalty: 4576.397461
	Iteration 52Q: 3 clusters Score -1130426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1130434.000000 Penalty: 4576.397461
	Iteration 53Q: 3 clusters Score -1130434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1130436.375000 Penalty: 4576.397461
	Iteration 54Q: 3 clusters Score -1130436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1130440.625000 Penalty: 4576.397461
	Iteration 55Q: 3 clusters Score -1130441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1130448.625000 Penalty: 4576.397461
	Iteration 56Q: 3 clusters Score -1130449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1130460.500000 Penalty: 4576.397461
	Iteration 57Q: 3 clusters Score -1130460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1130475.625000 Penalty: 4576.397461
	Iteration 58Q: 3 clusters Score -1130476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1130494.750000 Penalty: 4576.397461
	Iteration 59Q: 3 clusters Score -1130495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1130508.000000 Penalty: 4576.397461
	Iteration 60F: 3 clusters Score -1130508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1130520.000000 Penalty: 4576.397461
	Iteration 61Q: 3 clusters Score -1130520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1130533.125000 Penalty: 4576.397461
	Iteration 62Q: 3 clusters Score -1130533 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1130548 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1130562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1130580 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1130598 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1130610 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1130622 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1130631 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1130644 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1130660 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1130674 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1130688 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1130702 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1130712 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1130723 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1130737 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1130743 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1130752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1130756 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1130764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1130773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1130778 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1130784 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1130790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1130800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1130809 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1130823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1130836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1130846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1130851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1130861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1130872 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1130881 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1130888 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1130897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1130905 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1130908 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1130910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1130915.875000 Penalty: 4576.397461
	Iteration 100F: 3 clusters Score -1130916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1130926.250000 Penalty: 4576.397461
	Iteration 101Q: 3 clusters Score -1130926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1130933.250000 Penalty: 4576.397461
	Iteration 102Q: 3 clusters Score -1130933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1130940.250000 Penalty: 4576.397461
	Iteration 103Q: 3 clusters Score -1130940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1130948.250000 Penalty: 4576.397461
	Iteration 104Q: 3 clusters Score -1130948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1130954.375000 Penalty: 4576.397461
	Iteration 105Q: 3 clusters Score -1130954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1130956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1130960.500000 Penalty: 4576.397461
	Iteration 107Q: 3 clusters Score -1130960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1130965.125000 Penalty: 4576.397461
	Iteration 108Q: 3 clusters Score -1130965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1130970.125000 Penalty: 4576.397461
	Iteration 109Q: 3 clusters Score -1130970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1130972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1130979.500000 Penalty: 4576.397461
	Iteration 111Q: 3 clusters Score -1130980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1130982.375000 Penalty: 4576.397461
	Iteration 112Q: 3 clusters Score -1130982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1130987.500000 Penalty: 4576.397461
	Iteration 113Q: 3 clusters Score -1130988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1130989.250000 Penalty: 4576.397461
	Iteration 114Q: 3 clusters Score -1130989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1130994.750000 Penalty: 4576.397461
	Iteration 115Q: 3 clusters Score -1130995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1130994.875000 Penalty: 4576.397461
	Iteration 116Q: 3 clusters Score -1130995 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1130995.375000 Penalty: 4576.397461
	Iteration 117Q: 3 clusters Score -1130995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1131001.375000 Penalty: 4576.397461
	Iteration 118Q: 3 clusters Score -1131001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1131003.000000 Penalty: 4576.397461
	Iteration 119Q: 3 clusters Score -1131003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1131002.125000 Penalty: 4576.397461
	Iteration 120F: 3 clusters Score -1131002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1131003.250000 Penalty: 4576.397461
	Iteration 121Q: 3 clusters Score -1131003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1131005.875000 Penalty: 4576.397461
	Iteration 122Q: 3 clusters Score -1131006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1131006.875000 Penalty: 4576.397461
	Iteration 123Q: 3 clusters Score -1131007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1131004.625000 Penalty: 4576.397461
	Iteration 124Q: 3 clusters Score -1131005 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1131010.000000 Penalty: 4576.397461
	Iteration 125Q: 3 clusters Score -1131010 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1131011.250000 Penalty: 4576.397461
	Iteration 126Q: 3 clusters Score -1131011 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1131016.375000 Penalty: 4576.397461
	Iteration 127Q: 3 clusters Score -1131016 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1131015.625000 Penalty: 4576.397461
	Iteration 128Q: 3 clusters Score -1131016 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1131018.500000 Penalty: 4576.397461
	Iteration 129Q: 3 clusters Score -1131018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1131020.500000 Penalty: 4576.397461
	Iteration 130Q: 3 clusters Score -1131020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1131022.000000 Penalty: 4576.397461
	Iteration 131Q: 3 clusters Score -1131022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1131021.625000 Penalty: 4576.397461
	Iteration 132Q: 3 clusters Score -1131022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1131023.750000 Penalty: 4576.397461
	Iteration 133Q: 3 clusters Score -1131024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1131024.625000 Penalty: 4576.397461
	Iteration 134Q: 3 clusters Score -1131025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1131028.000000 Penalty: 4576.397461
	Iteration 135Q: 3 clusters Score -1131028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1131028.250000 Penalty: 4576.397461
	Iteration 136Q: 3 clusters Score -1131028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1131029.250000 Penalty: 4576.397461
	Iteration 137Q: 3 clusters Score -1131029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1131032.000000 Penalty: 4576.397461
	Iteration 138Q: 3 clusters Score -1131032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1131032.000000 Penalty: 4576.397461
	Iteration 139Q: 3 clusters Score -1131032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1131033.250000 Penalty: 4576.397461
	Iteration 140F: 3 clusters Score -1131033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1131034.625000 Penalty: 4576.397461
	Iteration 141Q: 3 clusters Score -1131035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1131035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1131034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1131035.125000 Penalty: 4576.397461
	Iteration 144Q: 3 clusters Score -1131035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1131035.250000 Penalty: 4576.397461
	Iteration 145Q: 3 clusters Score -1131035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1131037.000000 Penalty: 4576.397461
	Iteration 146Q: 3 clusters Score -1131037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1131038.250000 Penalty: 4576.397461
	Iteration 147Q: 3 clusters Score -1131038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1131040.000000 Penalty: 4576.397461
	Iteration 148Q: 3 clusters Score -1131040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1131039.125000 Penalty: 4576.397461
	Iteration 149Q: 3 clusters Score -1131039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1131038.875000 Penalty: 4576.397461
	Iteration 150Q: 3 clusters Score -1131039 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1131038.875000 Penalty: 4576.397461
	Iteration 151F: 3 clusters Score -1131039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -333317.437500 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -333317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -330213.500000 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -330213.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -330974.906250 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -330974.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -331262.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -331436.750000 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -331436.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331556.062500 Penalty: 3935.163330
	Iteration 4Q: 3 clusters Score -331556.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -331672.250000 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -331672.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -331775.062500 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -331775.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -331880.687500 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -331880.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331968.281250 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -331968.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -332020.000000 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -332020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -332069.375000 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -332069.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -332123.937500 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -332123.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -332171.250000 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -332171.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -332215.531250 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -332215.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -332268.843750 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -332268.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -332307.156250 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -332307.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -332347.031250 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -332347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -332388.312500 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -332388.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -332445.093750 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -332445.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -332506.281250 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -332506.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -332568.937500 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -332568.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -332618.062500 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -332618.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -332661.437500 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -332661.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -332702.593750 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -332702.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -332723.875000 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -332723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -332740.218750 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -332740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -332751.750000 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -332751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -332762.625000 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -332762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -332767.687500 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -332767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -332769.625000 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -332769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -332771.031250 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -332771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -332773.281250 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -332773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -332773.281250 Penalty: 3935.163330
	Iteration 32F: 3 clusters Score -332773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -912136.000000 Penalty: 2208.247070
	Iteration 0F: 2 clusters Score -912136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -906129.687500 Penalty: 4416.494141
	Iteration 0F: 3 clusters Score -906129.7 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -907779.687500 Penalty: 4416.494141
	Iteration 1F: 3 clusters Score -907779.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -908088.312500 Penalty: 4416.494141
	Iteration 2F: 3 clusters Score -908088.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -908351.875000 Penalty: 4416.494141
	Iteration 3F: 3 clusters Score -908351.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -908620.062500 Penalty: 4416.494141
	Iteration 4Q: 3 clusters Score -908620.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -908879.687500 Penalty: 4416.494141
	Iteration 5Q: 3 clusters Score -908879.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -909101.125000 Penalty: 4416.494141
	Iteration 6Q: 3 clusters Score -909101.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -909336.625000 Penalty: 4416.494141
	Iteration 7Q: 3 clusters Score -909336.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -909618.562500 Penalty: 4416.494141
	Iteration 8Q: 3 clusters Score -909618.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -909864.625000 Penalty: 4416.494141
	Iteration 9Q: 3 clusters Score -909864.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -910080.625000 Penalty: 4416.494141
	Iteration 10Q: 3 clusters Score -910080.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -910271.312500 Penalty: 4416.494141
	Iteration 11Q: 3 clusters Score -910271.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -910436.562500 Penalty: 4416.494141
	Iteration 12Q: 3 clusters Score -910436.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -910553.187500 Penalty: 4416.494141
	Iteration 13Q: 3 clusters Score -910553.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -910631.437500 Penalty: 4416.494141
	Iteration 14Q: 3 clusters Score -910631.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -910703.375000 Penalty: 4416.494141
	Iteration 15Q: 3 clusters Score -910703.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -910782.375000 Penalty: 4416.494141
	Iteration 16Q: 3 clusters Score -910782.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -910864.687500 Penalty: 4416.494141
	Iteration 17Q: 3 clusters Score -910864.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -910957.937500 Penalty: 4416.494141
	Iteration 18Q: 3 clusters Score -910957.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -911024.375000 Penalty: 4416.494141
	Iteration 19Q: 3 clusters Score -911024.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -911071.625000 Penalty: 4416.494141
	Iteration 20F: 3 clusters Score -911071.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -911108.750000 Penalty: 4416.494141
	Iteration 21Q: 3 clusters Score -911108.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -911136.500000 Penalty: 4416.494141
	Iteration 22Q: 3 clusters Score -911136.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -911150.187500 Penalty: 4416.494141
	Iteration 23Q: 3 clusters Score -911150.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -911161.875000 Penalty: 4416.494141
	Iteration 24Q: 3 clusters Score -911161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -911167.062500 Penalty: 4416.494141
	Iteration 25Q: 3 clusters Score -911167.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -911173.750000 Penalty: 4416.494141
	Iteration 26Q: 3 clusters Score -911173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -911179.000000 Penalty: 4416.494141
	Iteration 27Q: 3 clusters Score -911179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -911182.375000 Penalty: 4416.494141
	Iteration 28Q: 3 clusters Score -911182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -911183.750000 Penalty: 4416.494141
	Iteration 29Q: 3 clusters Score -911183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -911189.500000 Penalty: 4416.494141
	Iteration 30Q: 3 clusters Score -911189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -911192.937500 Penalty: 4416.494141
	Iteration 31Q: 3 clusters Score -911192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -911197.812500 Penalty: 4416.494141
	Iteration 32Q: 3 clusters Score -911197.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -911204.250000 Penalty: 4416.494141
	Iteration 33Q: 3 clusters Score -911204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -911209.125000 Penalty: 4416.494141
	Iteration 34Q: 3 clusters Score -911209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -911210.562500 Penalty: 4416.494141
	Iteration 35Q: 3 clusters Score -911210.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -911216.062500 Penalty: 4416.494141
	Iteration 36Q: 3 clusters Score -911216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -911223.000000 Penalty: 4416.494141
	Iteration 37Q: 3 clusters Score -911223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -911223.000000 Penalty: 4416.494141
	Iteration 38Q: 3 clusters Score -911223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -911227.312500 Penalty: 4416.494141
	Iteration 39Q: 3 clusters Score -911227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -911230.625000 Penalty: 4416.494141
	Iteration 40F: 3 clusters Score -911230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -911235.750000 Penalty: 4416.494141
	Iteration 41Q: 3 clusters Score -911235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -911243.937500 Penalty: 4416.494141
	Iteration 42Q: 3 clusters Score -911243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -911243.500000 Penalty: 4416.494141
	Iteration 43Q: 3 clusters Score -911243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -911242.937500 Penalty: 4416.494141
	Iteration 44Q: 3 clusters Score -911242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -911245.000000 Penalty: 4416.494141
	Iteration 45Q: 3 clusters Score -911245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -911244.187500 Penalty: 4416.494141
	Iteration 46Q: 3 clusters Score -911244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -911245.750000 Penalty: 4416.494141
	Iteration 47Q: 3 clusters Score -911245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -911245.250000 Penalty: 4416.494141
	Iteration 48Q: 3 clusters Score -911245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -911245.250000 Penalty: 4416.494141
	Iteration 49F: 3 clusters Score -911245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -310092.218750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -310092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -307142.218750 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -307142.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307688.156250 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -307688.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -307844.000000 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -307844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -307945.281250 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -307945.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -308004.531250 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -308004.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -308050.843750 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -308050.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -308081.750000 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -308081.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -308101.187500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -308101.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -308119.750000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -308119.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -308136.218750 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -308136.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -308151.000000 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -308151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -308168.218750 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -308168.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -308200.218750 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -308200.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -308240.875000 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -308240.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -308293.968750 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -308294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -308348.718750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -308348.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -308417.000000 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -308417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -308487.937500 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -308487.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -308566.218750 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -308566.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -308687.500000 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -308687.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308817.468750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -308817.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308925.000000 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -308925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308975.937500 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -308975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -308993.343750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -308993.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -309011.406250 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -309011.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -309028.750000 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -309028.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -309041.000000 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -309041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -309046.937500 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -309046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -309051.031250 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -309051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -309056.687500 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -309056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -309062.687500 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -309062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -309067.625000 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -309067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -309074.187500 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -309074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -309076.406250 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -309076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -309078.656250 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -309078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -309081.343750 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -309081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -309084.343750 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -309084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -309087.000000 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -309087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -309089.312500 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -309089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -309093.656250 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -309093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -309095.843750 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -309095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -309097.937500 Penalty: 3884.482178
	Iteration 41Q: 3 clusters Score -309097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -309097.937500 Penalty: 3884.482178
	Iteration 42F: 3 clusters Score -309097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -41259.335938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -41259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40021.320312 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -40021.32 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40412.953125 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -40412.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40675.136719 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -40675.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40921.945312 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -40921.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41141.238281 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -41141.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41220.683594 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -41220.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -41251.503906 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -41251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41266.843750 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -41266.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41271.042969 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -41271.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41271.042969 Penalty: 3176.172607
	Iteration 9F: 3 clusters Score -41271.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 173 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 431 members 
Entering Unmasked Estep 
Score: -134489072.000000 Penalty: 255510.078125
Splitting cluster 51 changes total score from -134490752.000000 to -134489072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -393259.781250 Penalty: 2008.010620
	Iteration 0F: 2 clusters Score -393259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389830.156250 Penalty: 4016.021240
	Iteration 0F: 3 clusters Score -389830.2 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -390705.437500 Penalty: 4016.021240
	Iteration 1F: 3 clusters Score -390705.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -390925.687500 Penalty: 4016.021240
	Iteration 2F: 3 clusters Score -390925.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -391097.781250 Penalty: 4016.021240
	Iteration 3F: 3 clusters Score -391097.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -391248.312500 Penalty: 4016.021240
	Iteration 4Q: 3 clusters Score -391248.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -391365.781250 Penalty: 4016.021240
	Iteration 5Q: 3 clusters Score -391365.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -391469.312500 Penalty: 4016.021240
	Iteration 6Q: 3 clusters Score -391469.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -391573.750000 Penalty: 4016.021240
	Iteration 7Q: 3 clusters Score -391573.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -391689.000000 Penalty: 4016.021240
	Iteration 8Q: 3 clusters Score -391689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -391866.656250 Penalty: 4016.021240
	Iteration 9Q: 3 clusters Score -391866.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -392040.281250 Penalty: 4016.021240
	Iteration 10Q: 3 clusters Score -392040.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -392174.750000 Penalty: 4016.021240
	Iteration 11Q: 3 clusters Score -392174.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -392274.812500 Penalty: 4016.021240
	Iteration 12Q: 3 clusters Score -392274.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -392359.343750 Penalty: 4016.021240
	Iteration 13Q: 3 clusters Score -392359.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -392463.312500 Penalty: 4016.021240
	Iteration 14Q: 3 clusters Score -392463.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -392576.062500 Penalty: 4016.021240
	Iteration 15Q: 3 clusters Score -392576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -392673.750000 Penalty: 4016.021240
	Iteration 16Q: 3 clusters Score -392673.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -392745.250000 Penalty: 4016.021240
	Iteration 17Q: 3 clusters Score -392745.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -392772.843750 Penalty: 4016.021240
	Iteration 18Q: 3 clusters Score -392772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -392787.656250 Penalty: 4016.021240
	Iteration 19Q: 3 clusters Score -392787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -392798.875000 Penalty: 4016.021240
	Iteration 20F: 3 clusters Score -392798.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -392810.062500 Penalty: 4016.021240
	Iteration 21Q: 3 clusters Score -392810.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -392820.218750 Penalty: 4016.021240
	Iteration 22Q: 3 clusters Score -392820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -392835.875000 Penalty: 4016.021240
	Iteration 23Q: 3 clusters Score -392835.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -392867.250000 Penalty: 4016.021240
	Iteration 24Q: 3 clusters Score -392867.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -392886.562500 Penalty: 4016.021240
	Iteration 25Q: 3 clusters Score -392886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -392897.218750 Penalty: 4016.021240
	Iteration 26Q: 3 clusters Score -392897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -392910.343750 Penalty: 4016.021240
	Iteration 27Q: 3 clusters Score -392910.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -392918.187500 Penalty: 4016.021240
	Iteration 28Q: 3 clusters Score -392918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -392923.468750 Penalty: 4016.021240
	Iteration 29Q: 3 clusters Score -392923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -392925.531250 Penalty: 4016.021240
	Iteration 30Q: 3 clusters Score -392925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -392927.468750 Penalty: 4016.021240
	Iteration 31Q: 3 clusters Score -392927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -392927.468750 Penalty: 4016.021240
	Iteration 32F: 3 clusters Score -392927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (239878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239878 members 
Entering Unmasked Estep 
Score: -30117586.000000 Penalty: 3072.195801
	Iteration 0F: 2 clusters Score -3.011759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -29974428.000000 Penalty: 6144.391602
	Iteration 0F: 3 clusters Score -2.997443e+07 nChanged 115749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -30042894.000000 Penalty: 6144.391602
	Iteration 1F: 3 clusters Score -3.004289e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -30044082.000000 Penalty: 6144.391602
	Iteration 2Q: 3 clusters Score -3.004408e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126045 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -30045746.000000 Penalty: 6144.391602
	Iteration 3Q: 3 clusters Score -3.004575e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -30048098.000000 Penalty: 6144.391602
	Iteration 4Q: 3 clusters Score -3.00481e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -30051958.000000 Penalty: 6144.391602
	Iteration 5Q: 3 clusters Score -3.005196e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141792 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -30057308.000000 Penalty: 6144.391602
	Iteration 6Q: 3 clusters Score -3.005731e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -30065374.000000 Penalty: 6144.391602
	Iteration 7F: 3 clusters Score -3.006537e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -30076090.000000 Penalty: 6144.391602
	Iteration 8F: 3 clusters Score -3.007609e+07 nChanged 14956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -30086264.000000 Penalty: 6144.391602
	Iteration 9F: 3 clusters Score -3.008626e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176270 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -30093506.000000 Penalty: 6144.391602
	Iteration 10F: 3 clusters Score -3.009351e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -30097280.000000 Penalty: 6144.391602
	Iteration 11Q: 3 clusters Score -3.009728e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -30098852.000000 Penalty: 6144.391602
	Iteration 12Q: 3 clusters Score -3.009885e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -30099532.000000 Penalty: 6144.391602
	Iteration 13Q: 3 clusters Score -3.009953e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183195 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -30099884.000000 Penalty: 6144.391602
	Iteration 14Q: 3 clusters Score -3.009988e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -30100140.000000 Penalty: 6144.391602
	Iteration 15Q: 3 clusters Score -3.010014e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184664 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -30100514.000000 Penalty: 6144.391602
	Iteration 16Q: 3 clusters Score -3.010051e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185298 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -30100848.000000 Penalty: 6144.391602
	Iteration 17Q: 3 clusters Score -3.010085e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -30101218.000000 Penalty: 6144.391602
	Iteration 18Q: 3 clusters Score -3.010122e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186598 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -30101542.000000 Penalty: 6144.391602
	Iteration 19Q: 3 clusters Score -3.010154e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -30101852.000000 Penalty: 6144.391602
	Iteration 20F: 3 clusters Score -3.010185e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -30102224.000000 Penalty: 6144.391602
	Iteration 21Q: 3 clusters Score -3.010222e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -30102508.000000 Penalty: 6144.391602
	Iteration 22Q: 3 clusters Score -3.010251e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189416 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -30102862.000000 Penalty: 6144.391602
	Iteration 23Q: 3 clusters Score -3.010286e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190085 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -30103092.000000 Penalty: 6144.391602
	Iteration 24Q: 3 clusters Score -3.010309e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190721 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -30103440.000000 Penalty: 6144.391602
	Iteration 25Q: 3 clusters Score -3.010344e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -30103594.000000 Penalty: 6144.391602
	Iteration 26Q: 3 clusters Score -3.010359e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -30103860.000000 Penalty: 6144.391602
	Iteration 27Q: 3 clusters Score -3.010386e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -30104194.000000 Penalty: 6144.391602
	Iteration 28Q: 3 clusters Score -3.010419e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193562 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -30104380.000000 Penalty: 6144.391602
	Iteration 29Q: 3 clusters Score -3.010438e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194376 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -30104706.000000 Penalty: 6144.391602
	Iteration 30Q: 3 clusters Score -3.010471e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195168 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -30104960.000000 Penalty: 6144.391602
	Iteration 31Q: 3 clusters Score -3.010496e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195976 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -30105294.000000 Penalty: 6144.391602
	Iteration 32Q: 3 clusters Score -3.010529e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -30105482.000000 Penalty: 6144.391602
	Iteration 33Q: 3 clusters Score -3.010548e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -30105710.000000 Penalty: 6144.391602
	Iteration 34Q: 3 clusters Score -3.010571e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198671 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -30106048.000000 Penalty: 6144.391602
	Iteration 35Q: 3 clusters Score -3.010605e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -30106308.000000 Penalty: 6144.391602
	Iteration 36Q: 3 clusters Score -3.010631e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200642 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -30106668.000000 Penalty: 6144.391602
	Iteration 37Q: 3 clusters Score -3.010667e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201618 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -30107014.000000 Penalty: 6144.391602
	Iteration 38Q: 3 clusters Score -3.010701e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202585 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -30107284.000000 Penalty: 6144.391602
	Iteration 39Q: 3 clusters Score -3.010728e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203569 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -30107692.000000 Penalty: 6144.391602
	Iteration 40F: 3 clusters Score -3.010769e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204577 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -30108036.000000 Penalty: 6144.391602
	Iteration 41Q: 3 clusters Score -3.010804e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205620 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -30108292.000000 Penalty: 6144.391602
	Iteration 42Q: 3 clusters Score -3.010829e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206681 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -30108600.000000 Penalty: 6144.391602
	Iteration 43Q: 3 clusters Score -3.01086e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207725 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -30109026.000000 Penalty: 6144.391602
	Iteration 44Q: 3 clusters Score -3.010903e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208699 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -30109222.000000 Penalty: 6144.391602
	Iteration 45Q: 3 clusters Score -3.010922e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209644 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -30109492.000000 Penalty: 6144.391602
	Iteration 46Q: 3 clusters Score -3.010949e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210595 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -30109834.000000 Penalty: 6144.391602
	Iteration 47Q: 3 clusters Score -3.010983e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211604 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -30110082.000000 Penalty: 6144.391602
	Iteration 48Q: 3 clusters Score -3.011008e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212621 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -30110392.000000 Penalty: 6144.391602
	Iteration 49Q: 3 clusters Score -3.011039e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213631 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -30110724.000000 Penalty: 6144.391602
	Iteration 50Q: 3 clusters Score -3.011072e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214667 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -30111146.000000 Penalty: 6144.391602
	Iteration 51Q: 3 clusters Score -3.011115e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -30111442.000000 Penalty: 6144.391602
	Iteration 52Q: 3 clusters Score -3.011144e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216804 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -30111808.000000 Penalty: 6144.391602
	Iteration 53Q: 3 clusters Score -3.011181e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217817 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -30111926.000000 Penalty: 6144.391602
	Iteration 54Q: 3 clusters Score -3.011193e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218849 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -30111968.000000 Penalty: 6144.391602
	Iteration 55Q: 3 clusters Score -3.011197e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219881 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -30112144.000000 Penalty: 6144.391602
	Iteration 56Q: 3 clusters Score -3.011214e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220874 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -30112326.000000 Penalty: 6144.391602
	Iteration 57Q: 3 clusters Score -3.011233e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221815 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -30112544.000000 Penalty: 6144.391602
	Iteration 58Q: 3 clusters Score -3.011254e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222742 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -30112722.000000 Penalty: 6144.391602
	Iteration 59Q: 3 clusters Score -3.011272e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223676 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -30112842.000000 Penalty: 6144.391602
	Iteration 60F: 3 clusters Score -3.011284e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224608 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -30113002.000000 Penalty: 6144.391602
	Iteration 61Q: 3 clusters Score -3.0113e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225449 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -30113090.000000 Penalty: 6144.391602
	Iteration 62Q: 3 clusters Score -3.011309e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226263 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -30113258.000000 Penalty: 6144.391602
	Iteration 63Q: 3 clusters Score -3.011326e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227064 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -30113338.000000 Penalty: 6144.391602
	Iteration 64Q: 3 clusters Score -3.011334e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227818 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -30113562.000000 Penalty: 6144.391602
	Iteration 65Q: 3 clusters Score -3.011356e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228490 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -30113664.000000 Penalty: 6144.391602
	Iteration 66Q: 3 clusters Score -3.011366e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229127 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -30113852.000000 Penalty: 6144.391602
	Iteration 67Q: 3 clusters Score -3.011385e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229721 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -30113908.000000 Penalty: 6144.391602
	Iteration 68Q: 3 clusters Score -3.011391e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230245 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -30113996.000000 Penalty: 6144.391602
	Iteration 69Q: 3 clusters Score -3.0114e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230701 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -30114106.000000 Penalty: 6144.391602
	Iteration 70Q: 3 clusters Score -3.011411e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231118 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -30114238.000000 Penalty: 6144.391602
	Iteration 71Q: 3 clusters Score -3.011424e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231481 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -30114308.000000 Penalty: 6144.391602
	Iteration 72Q: 3 clusters Score -3.011431e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231823 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -30114394.000000 Penalty: 6144.391602
	Iteration 73Q: 3 clusters Score -3.011439e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232154 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -30114416.000000 Penalty: 6144.391602
	Iteration 74Q: 3 clusters Score -3.011442e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232471 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -30114552.000000 Penalty: 6144.391602
	Iteration 75Q: 3 clusters Score -3.011455e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232775 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -30114596.000000 Penalty: 6144.391602
	Iteration 76Q: 3 clusters Score -3.01146e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233044 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -30114604.000000 Penalty: 6144.391602
	Iteration 77Q: 3 clusters Score -3.01146e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233318 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -30114672.000000 Penalty: 6144.391602
	Iteration 78Q: 3 clusters Score -3.011467e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233568 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -30114688.000000 Penalty: 6144.391602
	Iteration 79Q: 3 clusters Score -3.011469e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233802 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -30114740.000000 Penalty: 6144.391602
	Iteration 80F: 3 clusters Score -3.011474e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234042 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -30114702.000000 Penalty: 6144.391602
	Iteration 81Q: 3 clusters Score -3.01147e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234272 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -30114840.000000 Penalty: 6144.391602
	Iteration 82Q: 3 clusters Score -3.011484e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234487 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -30114898.000000 Penalty: 6144.391602
	Iteration 83Q: 3 clusters Score -3.01149e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234682 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -30114902.000000 Penalty: 6144.391602
	Iteration 84Q: 3 clusters Score -3.01149e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234850 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -30114944.000000 Penalty: 6144.391602
	Iteration 85Q: 3 clusters Score -3.011494e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234993 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -30114980.000000 Penalty: 6144.391602
	Iteration 86Q: 3 clusters Score -3.011498e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235116 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -30115028.000000 Penalty: 6144.391602
	Iteration 87Q: 3 clusters Score -3.011503e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235248 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -30115054.000000 Penalty: 6144.391602
	Iteration 88Q: 3 clusters Score -3.011505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235372 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -30115058.000000 Penalty: 6144.391602
	Iteration 89Q: 3 clusters Score -3.011506e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235470 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -30115052.000000 Penalty: 6144.391602
	Iteration 90Q: 3 clusters Score -3.011505e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235557 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -30115128.000000 Penalty: 6144.391602
	Iteration 91Q: 3 clusters Score -3.011513e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235654 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -30115118.000000 Penalty: 6144.391602
	Iteration 92Q: 3 clusters Score -3.011512e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235749 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -30115090.000000 Penalty: 6144.391602
	Iteration 93Q: 3 clusters Score -3.011509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235836 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -30115100.000000 Penalty: 6144.391602
	Iteration 94Q: 3 clusters Score -3.01151e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235913 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -30115148.000000 Penalty: 6144.391602
	Iteration 95Q: 3 clusters Score -3.011515e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235987 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -30115130.000000 Penalty: 6144.391602
	Iteration 96Q: 3 clusters Score -3.011513e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236057 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -30115140.000000 Penalty: 6144.391602
	Iteration 97Q: 3 clusters Score -3.011514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236115 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -30115108.000000 Penalty: 6144.391602
	Iteration 98Q: 3 clusters Score -3.011511e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236164 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -30115112.000000 Penalty: 6144.391602
	Iteration 99Q: 3 clusters Score -3.011511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236197 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -30115096.000000 Penalty: 6144.391602
	Iteration 100F: 3 clusters Score -3.01151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236232 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -30115158.000000 Penalty: 6144.391602
	Iteration 101Q: 3 clusters Score -3.011516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236261 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -30115198.000000 Penalty: 6144.391602
	Iteration 102Q: 3 clusters Score -3.01152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236286 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -30115208.000000 Penalty: 6144.391602
	Iteration 103Q: 3 clusters Score -3.011521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236312 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -30115220.000000 Penalty: 6144.391602
	Iteration 104Q: 3 clusters Score -3.011522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236332 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -30115218.000000 Penalty: 6144.391602
	Iteration 105Q: 3 clusters Score -3.011522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236348 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -30115218.000000 Penalty: 6144.391602
	Iteration 106Q: 3 clusters Score -3.011522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236373 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -30115232.000000 Penalty: 6144.391602
	Iteration 107Q: 3 clusters Score -3.011523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236396 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -30115226.000000 Penalty: 6144.391602
	Iteration 108Q: 3 clusters Score -3.011523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236415 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -30115232.000000 Penalty: 6144.391602
	Iteration 109Q: 3 clusters Score -3.011523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236439 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -30115256.000000 Penalty: 6144.391602
	Iteration 110Q: 3 clusters Score -3.011526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236452 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -30115254.000000 Penalty: 6144.391602
	Iteration 111Q: 3 clusters Score -3.011525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236473 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -30115248.000000 Penalty: 6144.391602
	Iteration 112Q: 3 clusters Score -3.011525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236489 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -30115250.000000 Penalty: 6144.391602
	Iteration 113Q: 3 clusters Score -3.011525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236509 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -30115288.000000 Penalty: 6144.391602
	Iteration 114Q: 3 clusters Score -3.011529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236520 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -30115272.000000 Penalty: 6144.391602
	Iteration 115Q: 3 clusters Score -3.011527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -30115300.000000 Penalty: 6144.391602
	Iteration 116Q: 3 clusters Score -3.01153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236553 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -30115312.000000 Penalty: 6144.391602
	Iteration 117Q: 3 clusters Score -3.011531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236561 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -30115328.000000 Penalty: 6144.391602
	Iteration 118Q: 3 clusters Score -3.011533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236568 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -30115318.000000 Penalty: 6144.391602
	Iteration 119Q: 3 clusters Score -3.011532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236579 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -30115324.000000 Penalty: 6144.391602
	Iteration 120F: 3 clusters Score -3.011532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236591 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -30115352.000000 Penalty: 6144.391602
	Iteration 121Q: 3 clusters Score -3.011535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236601 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -30115338.000000 Penalty: 6144.391602
	Iteration 122Q: 3 clusters Score -3.011534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236610 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -30115356.000000 Penalty: 6144.391602
	Iteration 123Q: 3 clusters Score -3.011536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236616 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -30115374.000000 Penalty: 6144.391602
	Iteration 124Q: 3 clusters Score -3.011537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236630 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -30115360.000000 Penalty: 6144.391602
	Iteration 125Q: 3 clusters Score -3.011536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236642 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -30115342.000000 Penalty: 6144.391602
	Iteration 126Q: 3 clusters Score -3.011534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236663 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -30115354.000000 Penalty: 6144.391602
	Iteration 127Q: 3 clusters Score -3.011535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236675 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -30115348.000000 Penalty: 6144.391602
	Iteration 128Q: 3 clusters Score -3.011535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236683 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -30115354.000000 Penalty: 6144.391602
	Iteration 129Q: 3 clusters Score -3.011535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236694 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -30115340.000000 Penalty: 6144.391602
	Iteration 130Q: 3 clusters Score -3.011534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236705 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -30115340.000000 Penalty: 6144.391602
	Iteration 131Q: 3 clusters Score -3.011534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236717 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -30115330.000000 Penalty: 6144.391602
	Iteration 132Q: 3 clusters Score -3.011533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236727 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -30115314.000000 Penalty: 6144.391602
	Iteration 133Q: 3 clusters Score -3.011531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236747 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -30115318.000000 Penalty: 6144.391602
	Iteration 134Q: 3 clusters Score -3.011532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236761 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -30115338.000000 Penalty: 6144.391602
	Iteration 135Q: 3 clusters Score -3.011534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236770 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -30115328.000000 Penalty: 6144.391602
	Iteration 136Q: 3 clusters Score -3.011533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236786 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -30115336.000000 Penalty: 6144.391602
	Iteration 137Q: 3 clusters Score -3.011534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236809 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -30115366.000000 Penalty: 6144.391602
	Iteration 138Q: 3 clusters Score -3.011537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236830 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -30115342.000000 Penalty: 6144.391602
	Iteration 139Q: 3 clusters Score -3.011534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236854 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -30115358.000000 Penalty: 6144.391602
	Iteration 140F: 3 clusters Score -3.011536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236880 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -30115334.000000 Penalty: 6144.391602
	Iteration 141Q: 3 clusters Score -3.011533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236904 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -30115354.000000 Penalty: 6144.391602
	Iteration 142Q: 3 clusters Score -3.011535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236927 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -30115378.000000 Penalty: 6144.391602
	Iteration 143Q: 3 clusters Score -3.011538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236945 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -30115396.000000 Penalty: 6144.391602
	Iteration 144Q: 3 clusters Score -3.01154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236960 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -30115396.000000 Penalty: 6144.391602
	Iteration 145Q: 3 clusters Score -3.01154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236974 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -30115390.000000 Penalty: 6144.391602
	Iteration 146Q: 3 clusters Score -3.011539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236989 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -30115408.000000 Penalty: 6144.391602
	Iteration 147Q: 3 clusters Score -3.011541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237004 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -30115402.000000 Penalty: 6144.391602
	Iteration 148Q: 3 clusters Score -3.01154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237013 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -30115386.000000 Penalty: 6144.391602
	Iteration 149Q: 3 clusters Score -3.011539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237022 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -30115374.000000 Penalty: 6144.391602
	Iteration 150Q: 3 clusters Score -3.011537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237029 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -30115368.000000 Penalty: 6144.391602
	Iteration 151Q: 3 clusters Score -3.011537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237038 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -30115352.000000 Penalty: 6144.391602
	Iteration 152Q: 3 clusters Score -3.011535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237051 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -30115382.000000 Penalty: 6144.391602
	Iteration 153Q: 3 clusters Score -3.011538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237065 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -30115398.000000 Penalty: 6144.391602
	Iteration 154Q: 3 clusters Score -3.01154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237071 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -30115374.000000 Penalty: 6144.391602
	Iteration 155Q: 3 clusters Score -3.011537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237083 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -30115384.000000 Penalty: 6144.391602
	Iteration 156Q: 3 clusters Score -3.011538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237088 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -30115372.000000 Penalty: 6144.391602
	Iteration 157Q: 3 clusters Score -3.011537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237102 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -30115380.000000 Penalty: 6144.391602
	Iteration 158Q: 3 clusters Score -3.011538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237114 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -30115398.000000 Penalty: 6144.391602
	Iteration 159Q: 3 clusters Score -3.01154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237124 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -30115382.000000 Penalty: 6144.391602
	Iteration 160F: 3 clusters Score -3.011538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237135 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -30115378.000000 Penalty: 6144.391602
	Iteration 161Q: 3 clusters Score -3.011538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237140 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -30115382.000000 Penalty: 6144.391602
	Iteration 162Q: 3 clusters Score -3.011538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237147 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -30115364.000000 Penalty: 6144.391602
	Iteration 163Q: 3 clusters Score -3.011536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237155 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -30115372.000000 Penalty: 6144.391602
	Iteration 164Q: 3 clusters Score -3.011537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237167 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -30115396.000000 Penalty: 6144.391602
	Iteration 165Q: 3 clusters Score -3.01154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237178 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -30115400.000000 Penalty: 6144.391602
	Iteration 166Q: 3 clusters Score -3.01154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237192 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -30115404.000000 Penalty: 6144.391602
	Iteration 167Q: 3 clusters Score -3.01154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237206 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -30115424.000000 Penalty: 6144.391602
	Iteration 168Q: 3 clusters Score -3.011542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237221 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -30115404.000000 Penalty: 6144.391602
	Iteration 169Q: 3 clusters Score -3.01154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237233 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -30115400.000000 Penalty: 6144.391602
	Iteration 170Q: 3 clusters Score -3.01154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237252 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -30115416.000000 Penalty: 6144.391602
	Iteration 171Q: 3 clusters Score -3.011542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237272 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -30115420.000000 Penalty: 6144.391602
	Iteration 172Q: 3 clusters Score -3.011542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237285 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -30115428.000000 Penalty: 6144.391602
	Iteration 173Q: 3 clusters Score -3.011543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237296 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -30115440.000000 Penalty: 6144.391602
	Iteration 174Q: 3 clusters Score -3.011544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237309 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -30115416.000000 Penalty: 6144.391602
	Iteration 175Q: 3 clusters Score -3.011542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237324 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -30115440.000000 Penalty: 6144.391602
	Iteration 176Q: 3 clusters Score -3.011544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237335 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -30115454.000000 Penalty: 6144.391602
	Iteration 177Q: 3 clusters Score -3.011545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237356 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -30115440.000000 Penalty: 6144.391602
	Iteration 178Q: 3 clusters Score -3.011544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237372 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -30115488.000000 Penalty: 6144.391602
	Iteration 179Q: 3 clusters Score -3.011549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237383 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -30115496.000000 Penalty: 6144.391602
	Iteration 180F: 3 clusters Score -3.01155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237393 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -30115490.000000 Penalty: 6144.391602
	Iteration 181Q: 3 clusters Score -3.011549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237404 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -30115486.000000 Penalty: 6144.391602
	Iteration 182Q: 3 clusters Score -3.011549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237411 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -30115500.000000 Penalty: 6144.391602
	Iteration 183Q: 3 clusters Score -3.01155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237416 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -30115496.000000 Penalty: 6144.391602
	Iteration 184Q: 3 clusters Score -3.01155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237417 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -30115518.000000 Penalty: 6144.391602
	Iteration 185Q: 3 clusters Score -3.011552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237421 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -30115494.000000 Penalty: 6144.391602
	Iteration 186Q: 3 clusters Score -3.011549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237423 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -30115500.000000 Penalty: 6144.391602
	Iteration 187Q: 3 clusters Score -3.01155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237424 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -30115494.000000 Penalty: 6144.391602
	Iteration 188Q: 3 clusters Score -3.011549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237425 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -30115492.000000 Penalty: 6144.391602
	Iteration 189Q: 3 clusters Score -3.011549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237426 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -30115500.000000 Penalty: 6144.391602
	Iteration 190Q: 3 clusters Score -3.01155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237429 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -30115496.000000 Penalty: 6144.391602
	Iteration 191Q: 3 clusters Score -3.01155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237430 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -30115490.000000 Penalty: 6144.391602
	Iteration 192Q: 3 clusters Score -3.011549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237432 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -30115478.000000 Penalty: 6144.391602
	Iteration 193Q: 3 clusters Score -3.011548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237433 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -30115482.000000 Penalty: 6144.391602
	Iteration 194Q: 3 clusters Score -3.011548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237434 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -30115488.000000 Penalty: 6144.391602
	Iteration 195Q: 3 clusters Score -3.011549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237435 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -30115488.000000 Penalty: 6144.391602
	Iteration 196Q: 3 clusters Score -3.011549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237436 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -30115500.000000 Penalty: 6144.391602
	Iteration 197Q: 3 clusters Score -3.01155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237436 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -30115500.000000 Penalty: 6144.391602
	Iteration 198F: 3 clusters Score -3.01155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Entering Unmasked Estep 
Score: -1041251.500000 Penalty: 2247.566406
	Iteration 0F: 2 clusters Score -1041252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1034507.250000 Penalty: 4495.132812
	Iteration 0F: 3 clusters Score -1034507 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1036801.750000 Penalty: 4495.132812
	Iteration 1F: 3 clusters Score -1036802 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1037570.062500 Penalty: 4495.132812
	Iteration 2F: 3 clusters Score -1037570 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1038289.125000 Penalty: 4495.132812
	Iteration 3F: 3 clusters Score -1038289 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1038983.562500 Penalty: 4495.132812
	Iteration 4F: 3 clusters Score -1038984 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1039755.812500 Penalty: 4495.132812
	Iteration 5F: 3 clusters Score -1039756 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1040386.562500 Penalty: 4495.132812
	Iteration 6F: 3 clusters Score -1040387 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1040731.875000 Penalty: 4495.132812
	Iteration 7Q: 3 clusters Score -1040732 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1040995.187500 Penalty: 4495.132812
	Iteration 8Q: 3 clusters Score -1040995 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1041204.312500 Penalty: 4495.132812
	Iteration 9Q: 3 clusters Score -1041204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1041330.062500 Penalty: 4495.132812
	Iteration 10Q: 3 clusters Score -1041330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1041420.687500 Penalty: 4495.132812
	Iteration 11Q: 3 clusters Score -1041421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1041482.875000 Penalty: 4495.132812
	Iteration 12Q: 3 clusters Score -1041483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1041526.312500 Penalty: 4495.132812
	Iteration 13Q: 3 clusters Score -1041526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1041552.750000 Penalty: 4495.132812
	Iteration 14Q: 3 clusters Score -1041553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1041576.187500 Penalty: 4495.132812
	Iteration 15Q: 3 clusters Score -1041576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1041593.812500 Penalty: 4495.132812
	Iteration 16Q: 3 clusters Score -1041594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1041601.187500 Penalty: 4495.132812
	Iteration 17Q: 3 clusters Score -1041601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1041606.812500 Penalty: 4495.132812
	Iteration 18Q: 3 clusters Score -1041607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1041610.000000 Penalty: 4495.132812
	Iteration 19Q: 3 clusters Score -1041610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1041613.187500 Penalty: 4495.132812
	Iteration 20F: 3 clusters Score -1041613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1041613.625000 Penalty: 4495.132812
	Iteration 21Q: 3 clusters Score -1041614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1041613.625000 Penalty: 4495.132812
	Iteration 22F: 3 clusters Score -1041614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 6601 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 2027 members 
Entering Unmasked Estep 
Score: -134489616.000000 Penalty: 255510.078125
Splitting cluster 54 changes total score from -134490752.000000 to -134489616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -421351.843750 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -421351.8 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 1308 members 
Entering Unmasked Estep 
Score: -418316.437500 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -418316.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -418977.968750 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -418978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -419299.968750 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -419300 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -419712.718750 Penalty: 3896.157715
	Iteration 3F: 3 clusters Score -419712.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -420173.531250 Penalty: 3896.157715
	Iteration 4F: 3 clusters Score -420173.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -420470.875000 Penalty: 3896.157715
	Iteration 5F: 3 clusters Score -420470.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -420624.125000 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -420624.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -420733.531250 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -420733.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -420816.562500 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -420816.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -420876.687500 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -420876.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -420944.031250 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -420944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -420994.625000 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -420994.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -421034.093750 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -421034.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -421065.437500 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -421065.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -421090.125000 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -421090.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -421109.625000 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -421109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -421118.218750 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -421118.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -421127.718750 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -421127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -421140.968750 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -421141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -421146.218750 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -421146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -421155.812500 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -421155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -421167.656250 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -421167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -421173.218750 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -421173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -421176.843750 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -421176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -421179.218750 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -421179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -421180.406250 Penalty: 3896.157715
	Iteration 25Q: 3 clusters Score -421180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -421182.406250 Penalty: 3896.157715
	Iteration 26Q: 3 clusters Score -421182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -421183.625000 Penalty: 3896.157715
	Iteration 27Q: 3 clusters Score -421183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -421183.625000 Penalty: 3896.157715
	Iteration 28F: 3 clusters Score -421183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -701177.500000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -701177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -696181.562500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -696181.6 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -697475.500000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -697475.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -697740.000000 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -697740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -697900.062500 Penalty: 4292.553711
	Iteration 3Q: 3 clusters Score -697900.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -698052.937500 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -698052.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -698195.875000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -698195.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -698335.187500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -698335.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -698469.437500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -698469.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -698617.000000 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -698617 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -698781.875000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -698781.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -698953.937500 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -698953.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -699134.062500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -699134.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -699296.687500 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -699296.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -699388.562500 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -699388.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -699459.437500 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -699459.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -699507.000000 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -699507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -699538.750000 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -699538.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -699561.812500 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -699561.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -699585.500000 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -699585.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -699603.000000 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -699603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -699617.187500 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -699617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -699625.125000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -699625.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -699628.625000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -699628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -699629.875000 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -699629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -699633.250000 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -699633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -699633.312500 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -699633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -699633.312500 Penalty: 4292.553711
	Iteration 26F: 3 clusters Score -699633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -398498.593750 Penalty: 2005.887207
	Iteration 0F: 2 clusters Score -398498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -395059.843750 Penalty: 4011.774414
	Iteration 0F: 3 clusters Score -395059.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -395764.218750 Penalty: 4011.774414
	Iteration 1F: 3 clusters Score -395764.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -395913.250000 Penalty: 4011.774414
	Iteration 2F: 3 clusters Score -395913.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -395998.187500 Penalty: 4011.774414
	Iteration 3Q: 3 clusters Score -395998.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -396061.968750 Penalty: 4011.774414
	Iteration 4Q: 3 clusters Score -396062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396111.968750 Penalty: 4011.774414
	Iteration 5Q: 3 clusters Score -396112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -396158.406250 Penalty: 4011.774414
	Iteration 6Q: 3 clusters Score -396158.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -396201.781250 Penalty: 4011.774414
	Iteration 7Q: 3 clusters Score -396201.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396238.000000 Penalty: 4011.774414
	Iteration 8Q: 3 clusters Score -396238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396277.031250 Penalty: 4011.774414
	Iteration 9Q: 3 clusters Score -396277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -396307.500000 Penalty: 4011.774414
	Iteration 10Q: 3 clusters Score -396307.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -396332.906250 Penalty: 4011.774414
	Iteration 11Q: 3 clusters Score -396332.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -396354.406250 Penalty: 4011.774414
	Iteration 12Q: 3 clusters Score -396354.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -396367.843750 Penalty: 4011.774414
	Iteration 13Q: 3 clusters Score -396367.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -396376.375000 Penalty: 4011.774414
	Iteration 14Q: 3 clusters Score -396376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -396383.375000 Penalty: 4011.774414
	Iteration 15Q: 3 clusters Score -396383.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -396388.468750 Penalty: 4011.774414
	Iteration 16Q: 3 clusters Score -396388.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -396391.187500 Penalty: 4011.774414
	Iteration 17Q: 3 clusters Score -396391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -396392.937500 Penalty: 4011.774414
	Iteration 18Q: 3 clusters Score -396392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -396394.000000 Penalty: 4011.774414
	Iteration 19Q: 3 clusters Score -396394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -396395.906250 Penalty: 4011.774414
	Iteration 20F: 3 clusters Score -396395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -396396.781250 Penalty: 4011.774414
	Iteration 21Q: 3 clusters Score -396396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396398.843750 Penalty: 4011.774414
	Iteration 22Q: 3 clusters Score -396398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -396400.281250 Penalty: 4011.774414
	Iteration 23Q: 3 clusters Score -396400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -396401.156250 Penalty: 4011.774414
	Iteration 24Q: 3 clusters Score -396401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -396403.187500 Penalty: 4011.774414
	Iteration 25Q: 3 clusters Score -396403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396406.031250 Penalty: 4011.774414
	Iteration 26Q: 3 clusters Score -396406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396408.468750 Penalty: 4011.774414
	Iteration 27Q: 3 clusters Score -396408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -396410.750000 Penalty: 4011.774414
	Iteration 28Q: 3 clusters Score -396410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -396414.156250 Penalty: 4011.774414
	Iteration 29Q: 3 clusters Score -396414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -396416.687500 Penalty: 4011.774414
	Iteration 30Q: 3 clusters Score -396416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -396420.968750 Penalty: 4011.774414
	Iteration 31Q: 3 clusters Score -396421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -396424.000000 Penalty: 4011.774414
	Iteration 32Q: 3 clusters Score -396424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -396426.437500 Penalty: 4011.774414
	Iteration 33Q: 3 clusters Score -396426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -396428.312500 Penalty: 4011.774414
	Iteration 34Q: 3 clusters Score -396428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -396430.250000 Penalty: 4011.774414
	Iteration 35Q: 3 clusters Score -396430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -396434.218750 Penalty: 4011.774414
	Iteration 36Q: 3 clusters Score -396434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -396438.375000 Penalty: 4011.774414
	Iteration 37Q: 3 clusters Score -396438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -396439.156250 Penalty: 4011.774414
	Iteration 38Q: 3 clusters Score -396439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -396441.250000 Penalty: 4011.774414
	Iteration 39Q: 3 clusters Score -396441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -396441.250000 Penalty: 4011.774414
	Iteration 40F: 3 clusters Score -396441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -396442.562500 Penalty: 4011.774414
	Iteration 41Q: 3 clusters Score -396442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -396443.031250 Penalty: 4011.774414
	Iteration 42Q: 3 clusters Score -396443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -396443.218750 Penalty: 4011.774414
	Iteration 43Q: 3 clusters Score -396443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396443.812500 Penalty: 4011.774414
	Iteration 44Q: 3 clusters Score -396443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396443.812500 Penalty: 4011.774414
	Iteration 45F: 3 clusters Score -396443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -1081748.500000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -1081748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1074844.500000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -1074844 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1076931.000000 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -1076931 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1077359.625000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -1077360 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1077755.375000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -1077755 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1078106.000000 Penalty: 4508.964844
	Iteration 4F: 3 clusters Score -1078106 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1078427.125000 Penalty: 4508.964844
	Iteration 5F: 3 clusters Score -1078427 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1078704.750000 Penalty: 4508.964844
	Iteration 6Q: 3 clusters Score -1078705 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1078982.750000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -1078983 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1079210.125000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -1079210 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1079377.625000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -1079378 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1079504.125000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -1079504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1079608.375000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -1079608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1079693.875000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -1079694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1079767.125000 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -1079767 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1079812.375000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -1079812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1079863.625000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -1079864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1079908.875000 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -1079909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1079941.625000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -1079942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1079976.875000 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -1079977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1080010.250000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -1080010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1080053.750000 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -1080054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1080104.375000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -1080104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1080145.875000 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -1080146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1080184.375000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -1080184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1080219.750000 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -1080220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1080259.750000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -1080260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1080302.875000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -1080303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1080334.250000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -1080334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1080372.625000 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -1080373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1080412.500000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -1080412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1080456.750000 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -1080457 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1080513.625000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -1080514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1080554.875000 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -1080555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1080583.875000 Penalty: 4508.964844
	Iteration 33Q: 3 clusters Score -1080584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1080604.875000 Penalty: 4508.964844
	Iteration 34Q: 3 clusters Score -1080605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1080617.000000 Penalty: 4508.964844
	Iteration 35Q: 3 clusters Score -1080617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1080635.000000 Penalty: 4508.964844
	Iteration 36Q: 3 clusters Score -1080635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1080647.750000 Penalty: 4508.964844
	Iteration 37Q: 3 clusters Score -1080648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1080656.625000 Penalty: 4508.964844
	Iteration 38Q: 3 clusters Score -1080657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1080667.375000 Penalty: 4508.964844
	Iteration 39Q: 3 clusters Score -1080667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1080674.750000 Penalty: 4508.964844
	Iteration 40F: 3 clusters Score -1080675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1080680.125000 Penalty: 4508.964844
	Iteration 41Q: 3 clusters Score -1080680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1080688.875000 Penalty: 4508.964844
	Iteration 42Q: 3 clusters Score -1080689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1080692.250000 Penalty: 4508.964844
	Iteration 43Q: 3 clusters Score -1080692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1080696.125000 Penalty: 4508.964844
	Iteration 44Q: 3 clusters Score -1080696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1080696.875000 Penalty: 4508.964844
	Iteration 45Q: 3 clusters Score -1080697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1080698.375000 Penalty: 4508.964844
	Iteration 46Q: 3 clusters Score -1080698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1080699.125000 Penalty: 4508.964844
	Iteration 47Q: 3 clusters Score -1080699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1080703.625000 Penalty: 4508.964844
	Iteration 48Q: 3 clusters Score -1080704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1080701.500000 Penalty: 4508.964844
	Iteration 49Q: 3 clusters Score -1080702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1080704.125000 Penalty: 4508.964844
	Iteration 50Q: 3 clusters Score -1080704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1080705.000000 Penalty: 4508.964844
	Iteration 51Q: 3 clusters Score -1080705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1080705.875000 Penalty: 4508.964844
	Iteration 52Q: 3 clusters Score -1080706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1080705.125000 Penalty: 4508.964844
	Iteration 53Q: 3 clusters Score -1080705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1080706.500000 Penalty: 4508.964844
	Iteration 54Q: 3 clusters Score -1080706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1080709.375000 Penalty: 4508.964844
	Iteration 55Q: 3 clusters Score -1080709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1080710.375000 Penalty: 4508.964844
	Iteration 56Q: 3 clusters Score -1080710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1080710.375000 Penalty: 4508.964844
	Iteration 57F: 3 clusters Score -1080710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -508737.281250 Penalty: 2066.173584
	Iteration 0F: 2 clusters Score -508737.3 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 2097 members 
Entering Unmasked Estep 
Score: -504772.125000 Penalty: 4132.347168
	Iteration 0F: 3 clusters Score -504772.1 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -505755.937500 Penalty: 4132.347168
	Iteration 1F: 3 clusters Score -505755.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -506019.812500 Penalty: 4132.347168
	Iteration 2F: 3 clusters Score -506019.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506243.093750 Penalty: 4132.347168
	Iteration 3F: 3 clusters Score -506243.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -506427.187500 Penalty: 4132.347168
	Iteration 4F: 3 clusters Score -506427.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -506578.281250 Penalty: 4132.347168
	Iteration 5Q: 3 clusters Score -506578.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -506705.625000 Penalty: 4132.347168
	Iteration 6Q: 3 clusters Score -506705.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -506817.875000 Penalty: 4132.347168
	Iteration 7Q: 3 clusters Score -506817.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -506890.687500 Penalty: 4132.347168
	Iteration 8Q: 3 clusters Score -506890.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -506933.343750 Penalty: 4132.347168
	Iteration 9Q: 3 clusters Score -506933.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -506970.937500 Penalty: 4132.347168
	Iteration 10Q: 3 clusters Score -506970.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -507006.250000 Penalty: 4132.347168
	Iteration 11Q: 3 clusters Score -507006.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -507036.375000 Penalty: 4132.347168
	Iteration 12Q: 3 clusters Score -507036.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -507055.093750 Penalty: 4132.347168
	Iteration 13Q: 3 clusters Score -507055.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -507080.031250 Penalty: 4132.347168
	Iteration 14Q: 3 clusters Score -507080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -507097.875000 Penalty: 4132.347168
	Iteration 15Q: 3 clusters Score -507097.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -507107.343750 Penalty: 4132.347168
	Iteration 16Q: 3 clusters Score -507107.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -507113.406250 Penalty: 4132.347168
	Iteration 17Q: 3 clusters Score -507113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -507120.625000 Penalty: 4132.347168
	Iteration 18Q: 3 clusters Score -507120.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -507130.937500 Penalty: 4132.347168
	Iteration 19Q: 3 clusters Score -507130.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -507144.812500 Penalty: 4132.347168
	Iteration 20F: 3 clusters Score -507144.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -507153.500000 Penalty: 4132.347168
	Iteration 21Q: 3 clusters Score -507153.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -507160.781250 Penalty: 4132.347168
	Iteration 22Q: 3 clusters Score -507160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -507167.468750 Penalty: 4132.347168
	Iteration 23Q: 3 clusters Score -507167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -507171.718750 Penalty: 4132.347168
	Iteration 24Q: 3 clusters Score -507171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -507174.593750 Penalty: 4132.347168
	Iteration 25Q: 3 clusters Score -507174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -507177.281250 Penalty: 4132.347168
	Iteration 26Q: 3 clusters Score -507177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -507181.781250 Penalty: 4132.347168
	Iteration 27Q: 3 clusters Score -507181.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -507184.812500 Penalty: 4132.347168
	Iteration 28Q: 3 clusters Score -507184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -507187.187500 Penalty: 4132.347168
	Iteration 29Q: 3 clusters Score -507187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -507189.781250 Penalty: 4132.347168
	Iteration 30Q: 3 clusters Score -507189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -507192.812500 Penalty: 4132.347168
	Iteration 31Q: 3 clusters Score -507192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -507197.625000 Penalty: 4132.347168
	Iteration 32Q: 3 clusters Score -507197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -507199.718750 Penalty: 4132.347168
	Iteration 33Q: 3 clusters Score -507199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -507205.187500 Penalty: 4132.347168
	Iteration 34Q: 3 clusters Score -507205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -507209.562500 Penalty: 4132.347168
	Iteration 35Q: 3 clusters Score -507209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -507211.406250 Penalty: 4132.347168
	Iteration 36Q: 3 clusters Score -507211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -507214.500000 Penalty: 4132.347168
	Iteration 37Q: 3 clusters Score -507214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -507215.750000 Penalty: 4132.347168
	Iteration 38Q: 3 clusters Score -507215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -507216.875000 Penalty: 4132.347168
	Iteration 39Q: 3 clusters Score -507216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -507216.875000 Penalty: 4132.347168
	Iteration 40F: 3 clusters Score -507216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -423868.406250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -423868.4 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 1716 members 
Entering Unmasked Estep 
Score: -420321.312500 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -420321.3 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421053.187500 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -421053.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -421232.250000 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -421232.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -421369.000000 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -421369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -421453.843750 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -421453.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -421511.125000 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -421511.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -421554.531250 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -421554.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -421596.312500 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -421596.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -421638.093750 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -421638.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -421671.750000 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -421671.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -421700.625000 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -421700.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421722.500000 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -421722.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -421748.968750 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -421749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421769.343750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -421769.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -421789.406250 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -421789.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -421801.937500 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -421801.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -421813.312500 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -421813.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -421826.625000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -421826.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421833.906250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -421833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -421841.718750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -421841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421847.531250 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -421847.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -421854.031250 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -421854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421859.531250 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -421859.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -421869.875000 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -421869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -421877.843750 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -421877.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -421883.937500 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -421883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -421887.812500 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -421887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -421892.687500 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -421892.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -421897.343750 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -421897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -421901.687500 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -421901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -421907.468750 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -421907.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -421913.218750 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -421913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421918.187500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -421918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421923.062500 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -421923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -421928.093750 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -421928.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -421940.125000 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -421940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -421948.312500 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -421948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -421957.312500 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -421957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -421961.468750 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -421961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -421963.937500 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -421963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -421966.250000 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -421966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -421970.437500 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -421970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -421975.656250 Penalty: 4039.904541
	Iteration 42Q: 3 clusters Score -421975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -421980.187500 Penalty: 4039.904541
	Iteration 43Q: 3 clusters Score -421980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -421986.218750 Penalty: 4039.904541
	Iteration 44Q: 3 clusters Score -421986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -421994.500000 Penalty: 4039.904541
	Iteration 45Q: 3 clusters Score -421994.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -421998.156250 Penalty: 4039.904541
	Iteration 46Q: 3 clusters Score -421998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -422003.906250 Penalty: 4039.904541
	Iteration 47Q: 3 clusters Score -422003.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -422012.937500 Penalty: 4039.904541
	Iteration 48Q: 3 clusters Score -422012.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -422024.000000 Penalty: 4039.904541
	Iteration 49Q: 3 clusters Score -422024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422036.156250 Penalty: 4039.904541
	Iteration 50Q: 3 clusters Score -422036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -422042.250000 Penalty: 4039.904541
	Iteration 51Q: 3 clusters Score -422042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -422048.187500 Penalty: 4039.904541
	Iteration 52Q: 3 clusters Score -422048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -422053.593750 Penalty: 4039.904541
	Iteration 53Q: 3 clusters Score -422053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -422059.750000 Penalty: 4039.904541
	Iteration 54Q: 3 clusters Score -422059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -422068.625000 Penalty: 4039.904541
	Iteration 55Q: 3 clusters Score -422068.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -422076.093750 Penalty: 4039.904541
	Iteration 56Q: 3 clusters Score -422076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -422082.937500 Penalty: 4039.904541
	Iteration 57Q: 3 clusters Score -422082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -422087.281250 Penalty: 4039.904541
	Iteration 58Q: 3 clusters Score -422087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -422092.437500 Penalty: 4039.904541
	Iteration 59Q: 3 clusters Score -422092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -422097.875000 Penalty: 4039.904541
	Iteration 60F: 3 clusters Score -422097.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -422102.562500 Penalty: 4039.904541
	Iteration 61Q: 3 clusters Score -422102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -422108.062500 Penalty: 4039.904541
	Iteration 62Q: 3 clusters Score -422108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -422111.843750 Penalty: 4039.904541
	Iteration 63Q: 3 clusters Score -422111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -422116.031250 Penalty: 4039.904541
	Iteration 64Q: 3 clusters Score -422116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -422119.968750 Penalty: 4039.904541
	Iteration 65Q: 3 clusters Score -422120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -422123.156250 Penalty: 4039.904541
	Iteration 66Q: 3 clusters Score -422123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -422129.781250 Penalty: 4039.904541
	Iteration 67Q: 3 clusters Score -422129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -422134.656250 Penalty: 4039.904541
	Iteration 68Q: 3 clusters Score -422134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -422141.593750 Penalty: 4039.904541
	Iteration 69Q: 3 clusters Score -422141.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -422151.093750 Penalty: 4039.904541
	Iteration 70Q: 3 clusters Score -422151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -422163.187500 Penalty: 4039.904541
	Iteration 71Q: 3 clusters Score -422163.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -422176.593750 Penalty: 4039.904541
	Iteration 72Q: 3 clusters Score -422176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -422192.187500 Penalty: 4039.904541
	Iteration 73Q: 3 clusters Score -422192.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -422214.937500 Penalty: 4039.904541
	Iteration 74Q: 3 clusters Score -422214.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422244.375000 Penalty: 4039.904541
	Iteration 75Q: 3 clusters Score -422244.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422278.781250 Penalty: 4039.904541
	Iteration 76Q: 3 clusters Score -422278.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -422301.906250 Penalty: 4039.904541
	Iteration 77Q: 3 clusters Score -422301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -422318.000000 Penalty: 4039.904541
	Iteration 78Q: 3 clusters Score -422318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -422335.375000 Penalty: 4039.904541
	Iteration 79Q: 3 clusters Score -422335.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -422357.968750 Penalty: 4039.904541
	Iteration 80F: 3 clusters Score -422358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -422384.500000 Penalty: 4039.904541
	Iteration 81Q: 3 clusters Score -422384.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -422413.625000 Penalty: 4039.904541
	Iteration 82Q: 3 clusters Score -422413.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -422435.656250 Penalty: 4039.904541
	Iteration 83Q: 3 clusters Score -422435.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -422460.906250 Penalty: 4039.904541
	Iteration 84Q: 3 clusters Score -422460.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -422480.968750 Penalty: 4039.904541
	Iteration 85Q: 3 clusters Score -422481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -422500.968750 Penalty: 4039.904541
	Iteration 86Q: 3 clusters Score -422501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -422513.656250 Penalty: 4039.904541
	Iteration 87Q: 3 clusters Score -422513.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -422520.218750 Penalty: 4039.904541
	Iteration 88Q: 3 clusters Score -422520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -422527.906250 Penalty: 4039.904541
	Iteration 89Q: 3 clusters Score -422527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -422532.281250 Penalty: 4039.904541
	Iteration 90Q: 3 clusters Score -422532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -422535.812500 Penalty: 4039.904541
	Iteration 91Q: 3 clusters Score -422535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -422538.781250 Penalty: 4039.904541
	Iteration 92Q: 3 clusters Score -422538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -422541.406250 Penalty: 4039.904541
	Iteration 93Q: 3 clusters Score -422541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422543.468750 Penalty: 4039.904541
	Iteration 94Q: 3 clusters Score -422543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -422546.593750 Penalty: 4039.904541
	Iteration 95Q: 3 clusters Score -422546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -422549.531250 Penalty: 4039.904541
	Iteration 96Q: 3 clusters Score -422549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -422551.187500 Penalty: 4039.904541
	Iteration 97Q: 3 clusters Score -422551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -422551.968750 Penalty: 4039.904541
	Iteration 98Q: 3 clusters Score -422552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -422553.718750 Penalty: 4039.904541
	Iteration 99Q: 3 clusters Score -422553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -422555.125000 Penalty: 4039.904541
	Iteration 100F: 3 clusters Score -422555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -422559.562500 Penalty: 4039.904541
	Iteration 101Q: 3 clusters Score -422559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -422561.250000 Penalty: 4039.904541
	Iteration 102Q: 3 clusters Score -422561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -422563.750000 Penalty: 4039.904541
	Iteration 103Q: 3 clusters Score -422563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -422565.250000 Penalty: 4039.904541
	Iteration 104Q: 3 clusters Score -422565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -422566.406250 Penalty: 4039.904541
	Iteration 105Q: 3 clusters Score -422566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -422569.312500 Penalty: 4039.904541
	Iteration 106Q: 3 clusters Score -422569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -422569.250000 Penalty: 4039.904541
	Iteration 107Q: 3 clusters Score -422569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -422569.250000 Penalty: 4039.904541
	Iteration 108Q: 3 clusters Score -422569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -422569.250000 Penalty: 4039.904541
	Iteration 109F: 3 clusters Score -422569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Entering Unmasked Estep 
Score: -1534813.875000 Penalty: 2334.129150
	Iteration 0F: 2 clusters Score -1534814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1525745.875000 Penalty: 4668.258301
	Iteration 0F: 3 clusters Score -1525746 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1528442.750000 Penalty: 4668.258301
	Iteration 1F: 3 clusters Score -1528443 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1528780.000000 Penalty: 4668.258301
	Iteration 2F: 3 clusters Score -1528780 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1529065.375000 Penalty: 4668.258301
	Iteration 3Q: 3 clusters Score -1529065 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1529276.250000 Penalty: 4668.258301
	Iteration 4Q: 3 clusters Score -1529276 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1529486.625000 Penalty: 4668.258301
	Iteration 5Q: 3 clusters Score -1529487 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1529690.750000 Penalty: 4668.258301
	Iteration 6Q: 3 clusters Score -1529691 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1529896.500000 Penalty: 4668.258301
	Iteration 7Q: 3 clusters Score -1529896 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1530132.250000 Penalty: 4668.258301
	Iteration 8Q: 3 clusters Score -1530132 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1530423.500000 Penalty: 4668.258301
	Iteration 9Q: 3 clusters Score -1530424 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1530744.875000 Penalty: 4668.258301
	Iteration 10Q: 3 clusters Score -1530745 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1531088.125000 Penalty: 4668.258301
	Iteration 11Q: 3 clusters Score -1531088 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1531453.250000 Penalty: 4668.258301
	Iteration 12Q: 3 clusters Score -1531453 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1531795.125000 Penalty: 4668.258301
	Iteration 13Q: 3 clusters Score -1531795 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1532126.625000 Penalty: 4668.258301
	Iteration 14Q: 3 clusters Score -1532127 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1532367.875000 Penalty: 4668.258301
	Iteration 15Q: 3 clusters Score -1532368 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1532547.250000 Penalty: 4668.258301
	Iteration 16Q: 3 clusters Score -1532547 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1532667.250000 Penalty: 4668.258301
	Iteration 17Q: 3 clusters Score -1532667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1532752.750000 Penalty: 4668.258301
	Iteration 18Q: 3 clusters Score -1532753 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1532818.375000 Penalty: 4668.258301
	Iteration 19Q: 3 clusters Score -1532818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1532896.875000 Penalty: 4668.258301
	Iteration 20F: 3 clusters Score -1532897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1532965.625000 Penalty: 4668.258301
	Iteration 21Q: 3 clusters Score -1532966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1533018.875000 Penalty: 4668.258301
	Iteration 22Q: 3 clusters Score -1533019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1533067.625000 Penalty: 4668.258301
	Iteration 23Q: 3 clusters Score -1533068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1533098.625000 Penalty: 4668.258301
	Iteration 24Q: 3 clusters Score -1533099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1533135.625000 Penalty: 4668.258301
	Iteration 25Q: 3 clusters Score -1533136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1533166.125000 Penalty: 4668.258301
	Iteration 26Q: 3 clusters Score -1533166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1533191.250000 Penalty: 4668.258301
	Iteration 27Q: 3 clusters Score -1533191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1533227.125000 Penalty: 4668.258301
	Iteration 28Q: 3 clusters Score -1533227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1533252.625000 Penalty: 4668.258301
	Iteration 29Q: 3 clusters Score -1533253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1533271.750000 Penalty: 4668.258301
	Iteration 30Q: 3 clusters Score -1533272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1533296.375000 Penalty: 4668.258301
	Iteration 31Q: 3 clusters Score -1533296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1533314.000000 Penalty: 4668.258301
	Iteration 32Q: 3 clusters Score -1533314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1533329.500000 Penalty: 4668.258301
	Iteration 33Q: 3 clusters Score -1533330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1533350.625000 Penalty: 4668.258301
	Iteration 34Q: 3 clusters Score -1533351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1533371.000000 Penalty: 4668.258301
	Iteration 35Q: 3 clusters Score -1533371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1533389.500000 Penalty: 4668.258301
	Iteration 36Q: 3 clusters Score -1533390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1533415.375000 Penalty: 4668.258301
	Iteration 37Q: 3 clusters Score -1533415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1533436.875000 Penalty: 4668.258301
	Iteration 38Q: 3 clusters Score -1533437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1533464.750000 Penalty: 4668.258301
	Iteration 39Q: 3 clusters Score -1533465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1533487.500000 Penalty: 4668.258301
	Iteration 40F: 3 clusters Score -1533488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1533504.500000 Penalty: 4668.258301
	Iteration 41Q: 3 clusters Score -1533504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1533525.500000 Penalty: 4668.258301
	Iteration 42Q: 3 clusters Score -1533526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1533544.500000 Penalty: 4668.258301
	Iteration 43Q: 3 clusters Score -1533544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1533566.750000 Penalty: 4668.258301
	Iteration 44Q: 3 clusters Score -1533567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1533584.625000 Penalty: 4668.258301
	Iteration 45Q: 3 clusters Score -1533585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1533616.750000 Penalty: 4668.258301
	Iteration 46Q: 3 clusters Score -1533617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1533645.125000 Penalty: 4668.258301
	Iteration 47Q: 3 clusters Score -1533645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1533669.375000 Penalty: 4668.258301
	Iteration 48Q: 3 clusters Score -1533669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1533693.375000 Penalty: 4668.258301
	Iteration 49Q: 3 clusters Score -1533693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1533712.250000 Penalty: 4668.258301
	Iteration 50Q: 3 clusters Score -1533712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1533732.375000 Penalty: 4668.258301
	Iteration 51Q: 3 clusters Score -1533732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1533753.875000 Penalty: 4668.258301
	Iteration 52Q: 3 clusters Score -1533754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1533761.000000 Penalty: 4668.258301
	Iteration 53Q: 3 clusters Score -1533761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1533764.125000 Penalty: 4668.258301
	Iteration 54Q: 3 clusters Score -1533764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1533777.750000 Penalty: 4668.258301
	Iteration 55Q: 3 clusters Score -1533778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1533787.875000 Penalty: 4668.258301
	Iteration 56Q: 3 clusters Score -1533788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1533792.125000 Penalty: 4668.258301
	Iteration 57Q: 3 clusters Score -1533792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1533801.125000 Penalty: 4668.258301
	Iteration 58Q: 3 clusters Score -1533801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1533807.375000 Penalty: 4668.258301
	Iteration 59Q: 3 clusters Score -1533807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1533821.000000 Penalty: 4668.258301
	Iteration 60F: 3 clusters Score -1533821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1533825.000000 Penalty: 4668.258301
	Iteration 61Q: 3 clusters Score -1533825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1533842.500000 Penalty: 4668.258301
	Iteration 62Q: 3 clusters Score -1533842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1533839.375000 Penalty: 4668.258301
	Iteration 63Q: 3 clusters Score -1533839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1533844.250000 Penalty: 4668.258301
	Iteration 64Q: 3 clusters Score -1533844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1533846.750000 Penalty: 4668.258301
	Iteration 65Q: 3 clusters Score -1533847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1533849.500000 Penalty: 4668.258301
	Iteration 66Q: 3 clusters Score -1533850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1533852.125000 Penalty: 4668.258301
	Iteration 67Q: 3 clusters Score -1533852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1533854.000000 Penalty: 4668.258301
	Iteration 68Q: 3 clusters Score -1533854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1533852.375000 Penalty: 4668.258301
	Iteration 69Q: 3 clusters Score -1533852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1533851.375000 Penalty: 4668.258301
	Iteration 70Q: 3 clusters Score -1533851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1533851.375000 Penalty: 4668.258301
	Iteration 71F: 3 clusters Score -1533851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -390508.281250 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -390508.3 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 1822 members 
Entering Unmasked Estep 
Score: -386874.625000 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -386874.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -388026.781250 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -388026.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -388529.812500 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -388529.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -388896.562500 Penalty: 4074.105957
	Iteration 3F: 3 clusters Score -388896.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389228.781250 Penalty: 4074.105957
	Iteration 4F: 3 clusters Score -389228.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -389552.468750 Penalty: 4074.105957
	Iteration 5F: 3 clusters Score -389552.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -389803.312500 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -389803.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -389967.875000 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -389967.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -390070.781250 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -390070.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -390136.562500 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -390136.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -390198.437500 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -390198.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -390245.281250 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -390245.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -390288.468750 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -390288.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -390333.968750 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -390334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -390376.656250 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -390376.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -390418.125000 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -390418.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -390456.406250 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -390456.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -390479.562500 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -390479.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -390494.312500 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -390494.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -390509.687500 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -390509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -390526.468750 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -390526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -390538.531250 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -390538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -390544.593750 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -390544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -390551.375000 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -390551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -390556.218750 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -390556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -390559.281250 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -390559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -390559.125000 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -390559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -390559.125000 Penalty: 4074.105957
	Iteration 27F: 3 clusters Score -390559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 2792 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 3696 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 900 members 
Entering Unmasked Estep 
Score: -134489376.000000 Penalty: 255510.078125
Splitting cluster 62 changes total score from -134490752.000000 to -134489376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -408158.750000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -408158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -404651.406250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -404651.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -405428.000000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -405428 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -405630.687500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -405630.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -405753.468750 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -405753.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -405837.125000 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -405837.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -405902.375000 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -405902.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -405962.781250 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -405962.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -406011.375000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -406011.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -406055.625000 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -406055.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -406091.593750 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -406091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -406115.343750 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -406115.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -406140.500000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -406140.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -406163.687500 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -406163.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -406187.781250 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -406187.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -406208.093750 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -406208.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -406228.156250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -406228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -406236.812500 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -406236.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -406243.437500 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -406243.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -406252.750000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -406252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -406260.937500 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -406260.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -406267.031250 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -406267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -406276.625000 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -406276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -406285.281250 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -406285.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -406291.656250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -406291.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -406301.906250 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -406301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406308.968750 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -406309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -406314.937500 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -406314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -406319.843750 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -406319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -406327.937500 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -406327.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -406335.625000 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -406335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -406341.625000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -406341.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -406348.500000 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -406348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406352.343750 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -406352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -406357.125000 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -406357.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -406364.062500 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -406364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -406367.812500 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -406367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -406372.656250 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -406372.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -406378.375000 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -406378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -406382.125000 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -406382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -406385.843750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -406385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -406385.843750 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -406385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -406386.656250 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -406386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -406386.656250 Penalty: 4026.334961
	Iteration 42F: 3 clusters Score -406386.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177141.453125 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -177141.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177502.093750 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -177502.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177625.812500 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -177625.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177711.671875 Penalty: 3634.253174
	Iteration 3Q: 3 clusters Score -177711.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -177756.531250 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -177756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177788.953125 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -177789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -177826.437500 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -177826.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177860.734375 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -177860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177899.078125 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -177899.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -177933.203125 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -177933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -177968.859375 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -177968.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177989.531250 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -177989.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178010.250000 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -178010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178023.734375 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -178023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178035.562500 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -178035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -178051.062500 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -178051.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178072.781250 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -178072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -178089.421875 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -178089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -178101.750000 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -178101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178117.609375 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -178117.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -178128.484375 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -178128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -178137.437500 Penalty: 3634.253174
	Iteration 21Q: 3 clusters Score -178137.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -178142.765625 Penalty: 3634.253174
	Iteration 22Q: 3 clusters Score -178142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178144.812500 Penalty: 3634.253174
	Iteration 23Q: 3 clusters Score -178144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178146.000000 Penalty: 3634.253174
	Iteration 24Q: 3 clusters Score -178146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178146.000000 Penalty: 3634.253174
	Iteration 25F: 3 clusters Score -178146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -436047.781250 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -436047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -433077.468750 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -433077.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -433824.187500 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -433824.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -434159.000000 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -434159 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -434463.000000 Penalty: 3915.766846
	Iteration 3F: 3 clusters Score -434463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -434684.437500 Penalty: 3915.766846
	Iteration 4F: 3 clusters Score -434684.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -434831.468750 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -434831.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -434975.000000 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -434975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -435094.531250 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -435094.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -435246.875000 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -435246.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -435343.093750 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -435343.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -435385.937500 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -435385.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -435413.000000 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -435413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -435432.718750 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -435432.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -435447.468750 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -435447.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -435461.718750 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -435461.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -435480.656250 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -435480.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -435491.937500 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -435491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -435501.593750 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -435501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -435505.031250 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -435505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -435512.687500 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -435512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -435518.093750 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -435518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -435519.593750 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -435519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -435520.531250 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -435520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -435521.281250 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -435521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -435521.187500 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -435521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -435521.187500 Penalty: 3915.766846
	Iteration 25F: 3 clusters Score -435521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Entering Unmasked Estep 
Score: -1419870.750000 Penalty: 2317.072266
	Iteration 0F: 2 clusters Score -1419871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1411278.000000 Penalty: 4634.144531
	Iteration 0F: 3 clusters Score -1411278 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1413823.375000 Penalty: 4634.144531
	Iteration 1F: 3 clusters Score -1413823 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1414112.250000 Penalty: 4634.144531
	Iteration 2F: 3 clusters Score -1414112 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1414336.375000 Penalty: 4634.144531
	Iteration 3Q: 3 clusters Score -1414336 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1414527.875000 Penalty: 4634.144531
	Iteration 4Q: 3 clusters Score -1414528 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1414725.625000 Penalty: 4634.144531
	Iteration 5Q: 3 clusters Score -1414726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1414929.000000 Penalty: 4634.144531
	Iteration 6Q: 3 clusters Score -1414929 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1415120.875000 Penalty: 4634.144531
	Iteration 7Q: 3 clusters Score -1415121 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1415344.500000 Penalty: 4634.144531
	Iteration 8Q: 3 clusters Score -1415344 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1415588.125000 Penalty: 4634.144531
	Iteration 9Q: 3 clusters Score -1415588 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1415865.625000 Penalty: 4634.144531
	Iteration 10Q: 3 clusters Score -1415866 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1416144.375000 Penalty: 4634.144531
	Iteration 11Q: 3 clusters Score -1416144 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1416393.125000 Penalty: 4634.144531
	Iteration 12Q: 3 clusters Score -1416393 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1416601.875000 Penalty: 4634.144531
	Iteration 13Q: 3 clusters Score -1416602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1416753.250000 Penalty: 4634.144531
	Iteration 14Q: 3 clusters Score -1416753 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1416854.125000 Penalty: 4634.144531
	Iteration 15Q: 3 clusters Score -1416854 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1416939.625000 Penalty: 4634.144531
	Iteration 16Q: 3 clusters Score -1416940 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1417004.875000 Penalty: 4634.144531
	Iteration 17Q: 3 clusters Score -1417005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1417059.375000 Penalty: 4634.144531
	Iteration 18Q: 3 clusters Score -1417059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1417105.250000 Penalty: 4634.144531
	Iteration 19Q: 3 clusters Score -1417105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1417143.875000 Penalty: 4634.144531
	Iteration 20F: 3 clusters Score -1417144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1417194.375000 Penalty: 4634.144531
	Iteration 21Q: 3 clusters Score -1417194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1417233.625000 Penalty: 4634.144531
	Iteration 22Q: 3 clusters Score -1417234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1417264.625000 Penalty: 4634.144531
	Iteration 23Q: 3 clusters Score -1417265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1417281.750000 Penalty: 4634.144531
	Iteration 24Q: 3 clusters Score -1417282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1417289.625000 Penalty: 4634.144531
	Iteration 25Q: 3 clusters Score -1417290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1417307.750000 Penalty: 4634.144531
	Iteration 26Q: 3 clusters Score -1417308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1417316.125000 Penalty: 4634.144531
	Iteration 27Q: 3 clusters Score -1417316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1417328.875000 Penalty: 4634.144531
	Iteration 28Q: 3 clusters Score -1417329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1417332.125000 Penalty: 4634.144531
	Iteration 29Q: 3 clusters Score -1417332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1417344.875000 Penalty: 4634.144531
	Iteration 30Q: 3 clusters Score -1417345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1417353.000000 Penalty: 4634.144531
	Iteration 31Q: 3 clusters Score -1417353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1417361.750000 Penalty: 4634.144531
	Iteration 32Q: 3 clusters Score -1417362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1417371.500000 Penalty: 4634.144531
	Iteration 33Q: 3 clusters Score -1417372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1417375.375000 Penalty: 4634.144531
	Iteration 34Q: 3 clusters Score -1417375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1417389.500000 Penalty: 4634.144531
	Iteration 35Q: 3 clusters Score -1417390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1417398.625000 Penalty: 4634.144531
	Iteration 36Q: 3 clusters Score -1417399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1417406.875000 Penalty: 4634.144531
	Iteration 37Q: 3 clusters Score -1417407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1417413.250000 Penalty: 4634.144531
	Iteration 38Q: 3 clusters Score -1417413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1417423.750000 Penalty: 4634.144531
	Iteration 39Q: 3 clusters Score -1417424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1417436.250000 Penalty: 4634.144531
	Iteration 40F: 3 clusters Score -1417436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1417446.625000 Penalty: 4634.144531
	Iteration 41Q: 3 clusters Score -1417447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1417453.500000 Penalty: 4634.144531
	Iteration 42Q: 3 clusters Score -1417454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1417464.625000 Penalty: 4634.144531
	Iteration 43Q: 3 clusters Score -1417465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1417475.750000 Penalty: 4634.144531
	Iteration 44Q: 3 clusters Score -1417476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1417481.625000 Penalty: 4634.144531
	Iteration 45Q: 3 clusters Score -1417482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1417493.125000 Penalty: 4634.144531
	Iteration 46Q: 3 clusters Score -1417493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1417504.875000 Penalty: 4634.144531
	Iteration 47Q: 3 clusters Score -1417505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1417513.750000 Penalty: 4634.144531
	Iteration 48Q: 3 clusters Score -1417514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1417528.125000 Penalty: 4634.144531
	Iteration 49Q: 3 clusters Score -1417528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1417544.250000 Penalty: 4634.144531
	Iteration 50Q: 3 clusters Score -1417544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1417552.500000 Penalty: 4634.144531
	Iteration 51Q: 3 clusters Score -1417552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1417559.500000 Penalty: 4634.144531
	Iteration 52Q: 3 clusters Score -1417560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1417567.000000 Penalty: 4634.144531
	Iteration 53Q: 3 clusters Score -1417567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1417578.125000 Penalty: 4634.144531
	Iteration 54Q: 3 clusters Score -1417578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1417589.250000 Penalty: 4634.144531
	Iteration 55Q: 3 clusters Score -1417589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1417594.875000 Penalty: 4634.144531
	Iteration 56Q: 3 clusters Score -1417595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1417599.250000 Penalty: 4634.144531
	Iteration 57Q: 3 clusters Score -1417599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1417611.375000 Penalty: 4634.144531
	Iteration 58Q: 3 clusters Score -1417611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1417614.250000 Penalty: 4634.144531
	Iteration 59Q: 3 clusters Score -1417614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1417625.250000 Penalty: 4634.144531
	Iteration 60F: 3 clusters Score -1417625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1417631.500000 Penalty: 4634.144531
	Iteration 61Q: 3 clusters Score -1417632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1417642.625000 Penalty: 4634.144531
	Iteration 62Q: 3 clusters Score -1417643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1417650.000000 Penalty: 4634.144531
	Iteration 63Q: 3 clusters Score -1417650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1417655.875000 Penalty: 4634.144531
	Iteration 64Q: 3 clusters Score -1417656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1417665.375000 Penalty: 4634.144531
	Iteration 65Q: 3 clusters Score -1417665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1417666.500000 Penalty: 4634.144531
	Iteration 66Q: 3 clusters Score -1417666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1417671.750000 Penalty: 4634.144531
	Iteration 67Q: 3 clusters Score -1417672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1417675.875000 Penalty: 4634.144531
	Iteration 68Q: 3 clusters Score -1417676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1417686.500000 Penalty: 4634.144531
	Iteration 69Q: 3 clusters Score -1417686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1417703.250000 Penalty: 4634.144531
	Iteration 70Q: 3 clusters Score -1417703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1417708.125000 Penalty: 4634.144531
	Iteration 71Q: 3 clusters Score -1417708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1417713.125000 Penalty: 4634.144531
	Iteration 72Q: 3 clusters Score -1417713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1417722.625000 Penalty: 4634.144531
	Iteration 73Q: 3 clusters Score -1417723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1417736.500000 Penalty: 4634.144531
	Iteration 74Q: 3 clusters Score -1417736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1417746.125000 Penalty: 4634.144531
	Iteration 75Q: 3 clusters Score -1417746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1417747.625000 Penalty: 4634.144531
	Iteration 76Q: 3 clusters Score -1417748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1417750.875000 Penalty: 4634.144531
	Iteration 77Q: 3 clusters Score -1417751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1417756.375000 Penalty: 4634.144531
	Iteration 78Q: 3 clusters Score -1417756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1417761.625000 Penalty: 4634.144531
	Iteration 79Q: 3 clusters Score -1417762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1417766.625000 Penalty: 4634.144531
	Iteration 80F: 3 clusters Score -1417767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1417771.500000 Penalty: 4634.144531
	Iteration 81Q: 3 clusters Score -1417772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1417775.375000 Penalty: 4634.144531
	Iteration 82Q: 3 clusters Score -1417775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1417779.375000 Penalty: 4634.144531
	Iteration 83Q: 3 clusters Score -1417779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1417785.875000 Penalty: 4634.144531
	Iteration 84Q: 3 clusters Score -1417786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1417796.250000 Penalty: 4634.144531
	Iteration 85Q: 3 clusters Score -1417796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1417806.875000 Penalty: 4634.144531
	Iteration 86Q: 3 clusters Score -1417807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1417814.875000 Penalty: 4634.144531
	Iteration 87Q: 3 clusters Score -1417815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1417818.875000 Penalty: 4634.144531
	Iteration 88Q: 3 clusters Score -1417819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1417823.000000 Penalty: 4634.144531
	Iteration 89Q: 3 clusters Score -1417823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1417831.125000 Penalty: 4634.144531
	Iteration 90Q: 3 clusters Score -1417831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1417835.000000 Penalty: 4634.144531
	Iteration 91Q: 3 clusters Score -1417835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1417840.875000 Penalty: 4634.144531
	Iteration 92Q: 3 clusters Score -1417841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1417845.625000 Penalty: 4634.144531
	Iteration 93Q: 3 clusters Score -1417846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1417847.625000 Penalty: 4634.144531
	Iteration 94Q: 3 clusters Score -1417848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1417859.375000 Penalty: 4634.144531
	Iteration 95Q: 3 clusters Score -1417859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1417860.000000 Penalty: 4634.144531
	Iteration 96Q: 3 clusters Score -1417860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1417866.750000 Penalty: 4634.144531
	Iteration 97Q: 3 clusters Score -1417867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1417864.375000 Penalty: 4634.144531
	Iteration 98Q: 3 clusters Score -1417864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1417866.625000 Penalty: 4634.144531
	Iteration 99Q: 3 clusters Score -1417867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1417869.250000 Penalty: 4634.144531
	Iteration 100F: 3 clusters Score -1417869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1417868.250000 Penalty: 4634.144531
	Iteration 101Q: 3 clusters Score -1417868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1417872.375000 Penalty: 4634.144531
	Iteration 102Q: 3 clusters Score -1417872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1417876.625000 Penalty: 4634.144531
	Iteration 103Q: 3 clusters Score -1417877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1417877.750000 Penalty: 4634.144531
	Iteration 104Q: 3 clusters Score -1417878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1417879.500000 Penalty: 4634.144531
	Iteration 105Q: 3 clusters Score -1417880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1417881.875000 Penalty: 4634.144531
	Iteration 106Q: 3 clusters Score -1417882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1417881.500000 Penalty: 4634.144531
	Iteration 107Q: 3 clusters Score -1417882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1417886.500000 Penalty: 4634.144531
	Iteration 108Q: 3 clusters Score -1417886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1417890.500000 Penalty: 4634.144531
	Iteration 109Q: 3 clusters Score -1417890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1417892.250000 Penalty: 4634.144531
	Iteration 110Q: 3 clusters Score -1417892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1417894.125000 Penalty: 4634.144531
	Iteration 111Q: 3 clusters Score -1417894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1417893.500000 Penalty: 4634.144531
	Iteration 112Q: 3 clusters Score -1417894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1417893.500000 Penalty: 4634.144531
	Iteration 113F: 3 clusters Score -1417894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -41974.433594 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -41974.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40611.683594 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -40611.68 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40809.109375 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -40809.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40931.753906 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -40931.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40994.371094 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -40994.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41015.027344 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -41015.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41029.218750 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -41029.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41037.179688 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -41037.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41040.402344 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -41040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41042.417969 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -41042.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41042.417969 Penalty: 3012.230225
	Iteration 9F: 3 clusters Score -41042.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -209383.078125 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -209383.1 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 880 members 
Entering Unmasked Estep 
Score: -206935.609375 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -206935.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -207324.625000 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -207324.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -207481.453125 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -207481.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -207563.062500 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -207563.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -207615.078125 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -207615.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -207654.578125 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -207654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -207679.562500 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -207679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -207696.921875 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -207696.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -207717.359375 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -207717.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207737.703125 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -207737.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -207746.109375 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -207746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -207754.750000 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -207754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207765.109375 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -207765.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207773.000000 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -207773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207777.609375 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -207777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -207779.656250 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -207779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207783.500000 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -207783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -207787.875000 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -207787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -207790.984375 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -207791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207793.046875 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -207793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207793.968750 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -207794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -207795.343750 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -207795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207796.687500 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -207796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -207798.078125 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -207798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -207799.546875 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -207799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -207800.015625 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -207800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -207800.859375 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -207800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -207802.484375 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -207802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -207803.062500 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -207803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -207803.062500 Penalty: 3696.966553
	Iteration 29F: 3 clusters Score -207803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -613972.187500 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -613972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -609451.375000 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -609451.4 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -610609.750000 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -610609.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -610830.500000 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -610830.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -610961.750000 Penalty: 4228.086426
	Iteration 3Q: 3 clusters Score -610961.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -611052.000000 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -611052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -611122.375000 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -611122.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -611174.125000 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -611174.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -611213.625000 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -611213.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -611261.812500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -611261.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -611302.125000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -611302.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -611346.625000 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -611346.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -611392.312500 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -611392.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -611431.125000 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -611431.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -611472.562500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -611472.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -611515.250000 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -611515.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -611570.625000 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -611570.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -611619.812500 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -611619.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -611666.812500 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -611666.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -611710.687500 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -611710.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -611756.500000 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -611756.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -611801.000000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -611801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -611852.437500 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -611852.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -611888.437500 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -611888.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -611919.125000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -611919.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -611943.500000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -611943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -611961.875000 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -611961.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -611985.187500 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -611985.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -612004.687500 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -612004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -612015.062500 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -612015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -612023.187500 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -612023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -612027.187500 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -612027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -612035.500000 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -612035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -612039.250000 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -612039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -612043.187500 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -612043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -612045.187500 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -612045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -612049.562500 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -612049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -612050.812500 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -612050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -612052.687500 Penalty: 4228.086426
	Iteration 37Q: 3 clusters Score -612052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -612054.187500 Penalty: 4228.086426
	Iteration 38Q: 3 clusters Score -612054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -612055.312500 Penalty: 4228.086426
	Iteration 39Q: 3 clusters Score -612055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -612055.312500 Penalty: 4228.086426
	Iteration 40F: 3 clusters Score -612055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -589501.375000 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -589501.4 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 1814 members 
Entering Unmasked Estep 
Score: -585805.437500 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -585805.4 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -587016.437500 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -587016.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -587848.062500 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -587848.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -588365.500000 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -588365.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -588679.375000 Penalty: 4074.643311
	Iteration 4F: 3 clusters Score -588679.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -588990.187500 Penalty: 4074.643311
	Iteration 5F: 3 clusters Score -588990.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -589346.375000 Penalty: 4074.643311
	Iteration 6F: 3 clusters Score -589346.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -589662.812500 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -589662.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -589891.875000 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -589891.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -589985.562500 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -589985.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -590023.062500 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -590023.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -590044.375000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -590044.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -590055.437500 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -590055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -590060.000000 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -590060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -590063.625000 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -590063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -590067.562500 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -590067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -590068.125000 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -590068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -590067.312500 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -590067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -590068.875000 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -590068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -590069.125000 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -590069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -590070.000000 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -590070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 35682 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 42609 members 
Mstep: Class 6 contains 34309 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 47895 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 77693 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 135453 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 338 members 
Mstep: Class 22 contains 18574 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 14184 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 16490 members 
Mstep: Class 30 contains 220 members 
Mstep: Class 31 contains 24216 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 12153 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 3313 members 
Mstep: Class 37 contains 1795 members 
Mstep: Class 38 contains 4264 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 1399 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 66659 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 18392 members 
Mstep: Class 45 contains 11056 members 
Mstep: Class 46 contains 2241 members 
Mstep: Class 47 contains 10164 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 7363 members 
Mstep: Class 50 contains 2519 members 
Mstep: Class 51 contains 604 members 
Mstep: Class 52 contains 3284 members 
Mstep: Class 53 contains 239878 members 
Mstep: Class 54 contains 8628 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 5735 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 8872 members 
Mstep: Class 59 contains 4152 members 
Mstep: Class 60 contains 3446 members 
Mstep: Class 61 contains 12232 members 
Mstep: Class 62 contains 3692 members 
Mstep: Class 63 contains 3353 members 
Mstep: Class 64 contains 1521 members 
Mstep: Class 65 contains 2683 members 
Mstep: Class 66 contains 11419 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 1726 members 
Mstep: Class 69 contains 5036 members 
Mstep: Class 70 contains 2447 members 
Mstep: Class 71 contains 823 members 
Mstep: Class 72 contains 3211 members 
Mstep: Class 73 contains 6772 members 
Mstep: Class 74 contains 1249 members 
Entering Unmasked Estep 
Score: -134489808.000000 Penalty: 255510.078125
Splitting cluster 70 changes total score from -134490752.000000 to -134489808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -131921.859375 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -131921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -130115.929688 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -130115.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130493.109375 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -130493.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -130674.742188 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -130674.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130785.585938 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -130785.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130879.898438 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -130879.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130963.093750 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -130963.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -131035.132812 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -131035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -131084.203125 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -131084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131106.578125 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -131106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131119.984375 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -131120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131137.843750 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -131137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131150.359375 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -131150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -131181.656250 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -131181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131185.984375 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -131186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131190.906250 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -131190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131197.140625 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -131197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131220.656250 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -131220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131228.281250 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -131228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131230.796875 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -131230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131232.437500 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -131232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131232.859375 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -131232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -396696.562500 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -396696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -393312.093750 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -393312.1 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -394052.937500 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -394052.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -394250.500000 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -394250.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -394400.906250 Penalty: 4004.871582
	Iteration 3F: 3 clusters Score -394400.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -394521.156250 Penalty: 4004.871582
	Iteration 4Q: 3 clusters Score -394521.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -394616.937500 Penalty: 4004.871582
	Iteration 5Q: 3 clusters Score -394616.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -394704.437500 Penalty: 4004.871582
	Iteration 6Q: 3 clusters Score -394704.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -394795.875000 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -394795.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -394920.187500 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -394920.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -395055.687500 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -395055.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -395163.562500 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -395163.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -395248.906250 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -395248.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -395335.625000 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -395335.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -395388.625000 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -395388.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -395432.062500 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -395432.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -395463.625000 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -395463.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -395480.343750 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -395480.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -395494.031250 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -395494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -395508.062500 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -395508.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -395516.687500 Penalty: 4004.871582
	Iteration 19Q: 3 clusters Score -395516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -395525.625000 Penalty: 4004.871582
	Iteration 20F: 3 clusters Score -395525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -395530.218750 Penalty: 4004.871582
	Iteration 21Q: 3 clusters Score -395530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -395538.875000 Penalty: 4004.871582
	Iteration 22Q: 3 clusters Score -395538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -395550.968750 Penalty: 4004.871582
	Iteration 23Q: 3 clusters Score -395551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -395559.062500 Penalty: 4004.871582
	Iteration 24Q: 3 clusters Score -395559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -395570.156250 Penalty: 4004.871582
	Iteration 25Q: 3 clusters Score -395570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -395583.750000 Penalty: 4004.871582
	Iteration 26Q: 3 clusters Score -395583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395596.937500 Penalty: 4004.871582
	Iteration 27Q: 3 clusters Score -395596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -395606.468750 Penalty: 4004.871582
	Iteration 28Q: 3 clusters Score -395606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -395612.781250 Penalty: 4004.871582
	Iteration 29Q: 3 clusters Score -395612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -395618.281250 Penalty: 4004.871582
	Iteration 30Q: 3 clusters Score -395618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -395624.906250 Penalty: 4004.871582
	Iteration 31Q: 3 clusters Score -395624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -395631.062500 Penalty: 4004.871582
	Iteration 32Q: 3 clusters Score -395631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -395637.250000 Penalty: 4004.871582
	Iteration 33Q: 3 clusters Score -395637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395642.281250 Penalty: 4004.871582
	Iteration 34Q: 3 clusters Score -395642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -395649.031250 Penalty: 4004.871582
	Iteration 35Q: 3 clusters Score -395649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -395654.093750 Penalty: 4004.871582
	Iteration 36Q: 3 clusters Score -395654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -395658.375000 Penalty: 4004.871582
	Iteration 37Q: 3 clusters Score -395658.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -395663.468750 Penalty: 4004.871582
	Iteration 38Q: 3 clusters Score -395663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -395666.125000 Penalty: 4004.871582
	Iteration 39Q: 3 clusters Score -395666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -395670.375000 Penalty: 4004.871582
	Iteration 40F: 3 clusters Score -395670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -395677.375000 Penalty: 4004.871582
	Iteration 41Q: 3 clusters Score -395677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -395684.906250 Penalty: 4004.871582
	Iteration 42Q: 3 clusters Score -395684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -395691.375000 Penalty: 4004.871582
	Iteration 43Q: 3 clusters Score -395691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -395696.906250 Penalty: 4004.871582
	Iteration 44Q: 3 clusters Score -395696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -395703.062500 Penalty: 4004.871582
	Iteration 45Q: 3 clusters Score -395703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -395708.656250 Penalty: 4004.871582
	Iteration 46Q: 3 clusters Score -395708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -395712.437500 Penalty: 4004.871582
	Iteration 47Q: 3 clusters Score -395712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -395716.406250 Penalty: 4004.871582
	Iteration 48Q: 3 clusters Score -395716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -395716.968750 Penalty: 4004.871582
	Iteration 49Q: 3 clusters Score -395717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -395719.375000 Penalty: 4004.871582
	Iteration 50Q: 3 clusters Score -395719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -395721.562500 Penalty: 4004.871582
	Iteration 51Q: 3 clusters Score -395721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -395722.562500 Penalty: 4004.871582
	Iteration 52Q: 3 clusters Score -395722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -395724.500000 Penalty: 4004.871582
	Iteration 53Q: 3 clusters Score -395724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -395724.843750 Penalty: 4004.871582
	Iteration 54Q: 3 clusters Score -395724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -395726.062500 Penalty: 4004.871582
	Iteration 55Q: 3 clusters Score -395726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -395725.968750 Penalty: 4004.871582
	Iteration 56Q: 3 clusters Score -395726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -395727.312500 Penalty: 4004.871582
	Iteration 57Q: 3 clusters Score -395727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -395727.343750 Penalty: 4004.871582
	Iteration 58Q: 3 clusters Score -395727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -395728.531250 Penalty: 4004.871582
	Iteration 59Q: 3 clusters Score -395728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -395729.125000 Penalty: 4004.871582
	Iteration 60F: 3 clusters Score -395729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -1114355.375000 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -1114355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1108746.500000 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -1108746 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1110314.625000 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -1110315 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1110680.125000 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -1110680 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1110989.875000 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -1110990 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1111256.375000 Penalty: 4374.993652
	Iteration 4F: 3 clusters Score -1111256 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1111536.750000 Penalty: 4374.993652
	Iteration 5F: 3 clusters Score -1111537 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1111832.875000 Penalty: 4374.993652
	Iteration 6F: 3 clusters Score -1111833 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1112105.625000 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -1112106 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1112330.625000 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -1112331 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1112532.000000 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -1112532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1112680.625000 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -1112681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1112771.500000 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -1112772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1112827.750000 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -1112828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1112867.000000 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -1112867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1112888.625000 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -1112889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1112906.750000 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -1112907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1112919.500000 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -1112920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1112926.125000 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -1112926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1112934.750000 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -1112935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1112945.000000 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -1112945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1112955.000000 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -1112955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1112962.125000 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -1112962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1112967.250000 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -1112967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1112973.375000 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -1112973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1112975.625000 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -1112976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1112983.000000 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -1112983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1112987.375000 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -1112987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1112991.750000 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -1112992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1112991.750000 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -1112992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1112991.875000 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -1112992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1112992.750000 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -1112993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1112993.625000 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -1112994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1112994.375000 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -1112994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1112997.875000 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -1112998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1112998.875000 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -1112999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1113001.000000 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -1113001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1112998.250000 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -1112998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1113002.000000 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -1113002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1112999.750000 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -1113000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1113001.000000 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -1113001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1113000.375000 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -1113000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1113002.250000 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -1113002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1113001.125000 Penalty: 4374.993652
	Iteration 42Q: 3 clusters Score -1113001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1113002.000000 Penalty: 4374.993652
	Iteration 43Q: 3 clusters Score -1113002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1113002.000000 Penalty: 4374.993652
	Iteration 44F: 3 clusters Score -1113002 nChanged 0
23->74 Clusters: Score -134490752.000000, best is -134501248.000000

Starting from 24 clusters...
--- Clustering full data set of 1113186 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 48115 members 
Mstep: Class 3 contains 48000 members 
Mstep: Class 4 contains 48192 members 
Mstep: Class 5 contains 48207 members 
Mstep: Class 6 contains 48394 members 
Mstep: Class 7 contains 48557 members 
Mstep: Class 8 contains 48554 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 10 contains 48822 members 
Mstep: Class 11 contains 49002 members 
Mstep: Class 12 contains 48192 members 
Mstep: Class 13 contains 47814 members 
Mstep: Class 14 contains 48154 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 48353 members 
Mstep: Class 17 contains 48696 members 
Mstep: Class 18 contains 48469 members 
Mstep: Class 19 contains 48234 members 
Mstep: Class 20 contains 48501 members 
Mstep: Class 21 contains 48388 members 
Mstep: Class 22 contains 48690 members 
Mstep: Class 23 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1059.096313 but Gain 3452.835938
Score: -125324984.000000 Penalty: 75962.453125
Iteration 0F: 23 clusters Score -1.25325e+08 nChanged 1062449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2442 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 57812 members 
Mstep: Class 4 contains 15986 members 
Mstep: Class 5 contains 74003 members 
Mstep: Class 6 contains 47671 members 
Mstep: Class 7 contains 15848 members 
Mstep: Class 8 contains 10280 members 
Mstep: Class 9 contains 69673 members 
Mstep: Class 10 contains 75202 members 
Mstep: Class 11 contains 71287 members 
Mstep: Class 12 contains 25007 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 14 contains 50840 members 
Mstep: Class 15 contains 92256 members 
Mstep: Class 16 contains 53936 members 
Mstep: Class 17 contains 74185 members 
Mstep: Class 18 contains 48700 members 
Mstep: Class 19 contains 47592 members 
Mstep: Class 20 contains 41859 members 
Mstep: Class 21 contains 83044 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 18896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -129703912.000000 Penalty: 75962.453125
Iteration 1F: 23 clusters Score -1.297039e+08 nChanged 549948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1627 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 32902 members 
Mstep: Class 4 contains 12357 members 
Mstep: Class 5 contains 148158 members 
Mstep: Class 6 contains 34252 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 64653 members 
Mstep: Class 10 contains 48629 members 
Mstep: Class 11 contains 69520 members 
Mstep: Class 12 contains 22767 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 50604 members 
Mstep: Class 15 contains 124551 members 
Mstep: Class 16 contains 54927 members 
Mstep: Class 17 contains 73011 members 
Mstep: Class 18 contains 81717 members 
Mstep: Class 19 contains 19043 members 
Mstep: Class 20 contains 44887 members 
Mstep: Class 21 contains 78538 members 
Mstep: Class 22 contains 10874 members 
Mstep: Class 23 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131714336.000000 Penalty: 75962.453125
Iteration 2F: 23 clusters Score -1.317143e+08 nChanged 375545
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 27169 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 240827 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 9211 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 9 contains 51809 members 
Mstep: Class 10 contains 42555 members 
Mstep: Class 11 contains 67821 members 
Mstep: Class 12 contains 30883 members 
Mstep: Class 13 contains 42528 members 
Mstep: Class 14 contains 44199 members 
Mstep: Class 15 contains 117779 members 
Mstep: Class 16 contains 47070 members 
Mstep: Class 17 contains 62377 members 
Mstep: Class 18 contains 74543 members 
Mstep: Class 19 contains 17444 members 
Mstep: Class 20 contains 49032 members 
Mstep: Class 21 contains 62577 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 9525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132846664.000000 Penalty: 75962.453125
Iteration 3F: 23 clusters Score -1.328467e+08 nChanged 267482
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 4 contains 8435 members 
Mstep: Class 5 contains 318536 members 
Mstep: Class 6 contains 23716 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 18159 members 
Mstep: Class 9 contains 42207 members 
Mstep: Class 10 contains 39550 members 
Mstep: Class 11 contains 66389 members 
Mstep: Class 12 contains 48765 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 42871 members 
Mstep: Class 15 contains 102033 members 
Mstep: Class 16 contains 36228 members 
Mstep: Class 17 contains 50435 members 
Mstep: Class 18 contains 51733 members 
Mstep: Class 19 contains 20796 members 
Mstep: Class 20 contains 52235 members 
Mstep: Class 21 contains 51627 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133267016.000000 Penalty: 75962.453125
Iteration 4F: 23 clusters Score -1.33267e+08 nChanged 173541
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 361292 members 
Mstep: Class 6 contains 19711 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 36604 members 
Mstep: Class 10 contains 37449 members 
Mstep: Class 11 contains 64988 members 
Mstep: Class 12 contains 58548 members 
Mstep: Class 13 contains 34508 members 
Mstep: Class 14 contains 43618 members 
Mstep: Class 15 contains 90826 members 
Mstep: Class 16 contains 28730 members 
Mstep: Class 17 contains 40742 members 
Mstep: Class 18 contains 34578 members 
Mstep: Class 19 contains 23083 members 
Mstep: Class 20 contains 54960 members 
Mstep: Class 21 contains 49989 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 11113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133402736.000000 Penalty: 75962.453125
Iteration 5F: 23 clusters Score -1.334027e+08 nChanged 128141
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 22878 members 
Mstep: Class 4 contains 11700 members 
Mstep: Class 5 contains 379226 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 18301 members 
Mstep: Class 9 contains 32690 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 63586 members 
Mstep: Class 12 contains 63687 members 
Mstep: Class 13 contains 30225 members 
Mstep: Class 14 contains 44445 members 
Mstep: Class 15 contains 85487 members 
Mstep: Class 16 contains 25879 members 
Mstep: Class 17 contains 33786 members 
Mstep: Class 18 contains 25589 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 54813 members 
Mstep: Class 21 contains 51940 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 13350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133473112.000000 Penalty: 75962.453125
Iteration 6F: 23 clusters Score -1.334731e+08 nChanged 94118
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 377170 members 
Mstep: Class 6 contains 13963 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 18294 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 35036 members 
Mstep: Class 11 contains 62584 members 
Mstep: Class 12 contains 66918 members 
Mstep: Class 13 contains 26794 members 
Mstep: Class 14 contains 44860 members 
Mstep: Class 15 contains 86519 members 
Mstep: Class 16 contains 27210 members 
Mstep: Class 17 contains 28468 members 
Mstep: Class 18 contains 21373 members 
Mstep: Class 19 contains 25714 members 
Mstep: Class 20 contains 54360 members 
Mstep: Class 21 contains 55297 members 
Mstep: Class 22 contains 9281 members 
Mstep: Class 23 contains 15451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133555272.000000 Penalty: 75962.453125
Iteration 7F: 23 clusters Score -1.335553e+08 nChanged 74820
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 20785 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 369703 members 
Mstep: Class 6 contains 11997 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 18297 members 
Mstep: Class 9 contains 29415 members 
Mstep: Class 10 contains 34368 members 
Mstep: Class 11 contains 61412 members 
Mstep: Class 12 contains 69422 members 
Mstep: Class 13 contains 23853 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 89699 members 
Mstep: Class 16 contains 29935 members 
Mstep: Class 17 contains 24380 members 
Mstep: Class 18 contains 19390 members 
Mstep: Class 19 contains 26694 members 
Mstep: Class 20 contains 52823 members 
Mstep: Class 21 contains 58235 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 17388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133633792.000000 Penalty: 75962.453125
Iteration 8F: 23 clusters Score -1.336338e+08 nChanged 62334
Entering Unmasked Mstep 
Mstep: Class 0 contains 453 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 19665 members 
Mstep: Class 4 contains 13251 members 
Mstep: Class 5 contains 361574 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 18305 members 
Mstep: Class 9 contains 29457 members 
Mstep: Class 10 contains 33775 members 
Mstep: Class 11 contains 60052 members 
Mstep: Class 12 contains 71473 members 
Mstep: Class 13 contains 21591 members 
Mstep: Class 14 contains 43461 members 
Mstep: Class 15 contains 93794 members 
Mstep: Class 16 contains 32802 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 18367 members 
Mstep: Class 19 contains 27633 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 21 contains 59992 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133700760.000000 Penalty: 75962.453125
Iteration 9F: 23 clusters Score -1.337008e+08 nChanged 53137
Entering Unmasked Mstep 
Mstep: Class 0 contains 415 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 18827 members 
Mstep: Class 4 contains 13801 members 
Mstep: Class 5 contains 353587 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 699 members 
Mstep: Class 8 contains 18319 members 
Mstep: Class 9 contains 29946 members 
Mstep: Class 10 contains 33246 members 
Mstep: Class 11 contains 58606 members 
Mstep: Class 12 contains 73224 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 42458 members 
Mstep: Class 15 contains 97892 members 
Mstep: Class 16 contains 35964 members 
Mstep: Class 17 contains 19152 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 28477 members 
Mstep: Class 20 contains 47984 members 
Mstep: Class 21 contains 60541 members 
Mstep: Class 22 contains 11029 members 
Mstep: Class 23 contains 21096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133751688.000000 Penalty: 75962.453125
Iteration 10Q: 23 clusters Score -1.337517e+08 nChanged 46707
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 345907 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 18338 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 32720 members 
Mstep: Class 11 contains 57213 members 
Mstep: Class 12 contains 74770 members 
Mstep: Class 13 contains 18562 members 
Mstep: Class 14 contains 41555 members 
Mstep: Class 15 contains 101412 members 
Mstep: Class 16 contains 39908 members 
Mstep: Class 17 contains 17880 members 
Mstep: Class 18 contains 17079 members 
Mstep: Class 19 contains 29268 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 59931 members 
Mstep: Class 22 contains 11206 members 
Mstep: Class 23 contains 22676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133800496.000000 Penalty: 75962.453125
Iteration 11Q: 23 clusters Score -1.338005e+08 nChanged 42799
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 17909 members 
Mstep: Class 4 contains 14666 members 
Mstep: Class 5 contains 338463 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 18347 members 
Mstep: Class 9 contains 31195 members 
Mstep: Class 10 contains 32193 members 
Mstep: Class 11 contains 55704 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 18122 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 104640 members 
Mstep: Class 16 contains 44629 members 
Mstep: Class 17 contains 17145 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 29907 members 
Mstep: Class 20 contains 43131 members 
Mstep: Class 21 contains 58591 members 
Mstep: Class 22 contains 11442 members 
Mstep: Class 23 contains 23493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133847480.000000 Penalty: 75962.453125
Iteration 12Q: 23 clusters Score -1.338475e+08 nChanged 41220
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 17555 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 330736 members 
Mstep: Class 6 contains 10238 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 18354 members 
Mstep: Class 9 contains 31810 members 
Mstep: Class 10 contains 31576 members 
Mstep: Class 11 contains 54530 members 
Mstep: Class 12 contains 77552 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 40194 members 
Mstep: Class 15 contains 108144 members 
Mstep: Class 16 contains 49812 members 
Mstep: Class 17 contains 16578 members 
Mstep: Class 18 contains 16140 members 
Mstep: Class 19 contains 30415 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 56887 members 
Mstep: Class 22 contains 11646 members 
Mstep: Class 23 contains 24103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133883752.000000 Penalty: 75962.453125
Iteration 13Q: 23 clusters Score -1.338838e+08 nChanged 39265
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 17146 members 
Mstep: Class 4 contains 15008 members 
Mstep: Class 5 contains 322850 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 18358 members 
Mstep: Class 9 contains 32325 members 
Mstep: Class 10 contains 30780 members 
Mstep: Class 11 contains 53572 members 
Mstep: Class 12 contains 78753 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 39727 members 
Mstep: Class 15 contains 112491 members 
Mstep: Class 16 contains 54745 members 
Mstep: Class 17 contains 16172 members 
Mstep: Class 18 contains 15806 members 
Mstep: Class 19 contains 30822 members 
Mstep: Class 20 contains 38855 members 
Mstep: Class 21 contains 55169 members 
Mstep: Class 22 contains 11772 members 
Mstep: Class 23 contains 25091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133919160.000000 Penalty: 75962.453125
Iteration 14Q: 23 clusters Score -1.339192e+08 nChanged 36332
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 16716 members 
Mstep: Class 4 contains 15078 members 
Mstep: Class 5 contains 315049 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 18363 members 
Mstep: Class 9 contains 32831 members 
Mstep: Class 10 contains 29932 members 
Mstep: Class 11 contains 52845 members 
Mstep: Class 12 contains 79803 members 
Mstep: Class 13 contains 17216 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 117832 members 
Mstep: Class 16 contains 58798 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 15586 members 
Mstep: Class 19 contains 31099 members 
Mstep: Class 20 contains 36880 members 
Mstep: Class 21 contains 53568 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 25839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133951760.000000 Penalty: 75962.453125
Iteration 15Q: 23 clusters Score -1.339518e+08 nChanged 32163
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 16288 members 
Mstep: Class 4 contains 15048 members 
Mstep: Class 5 contains 307532 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 18369 members 
Mstep: Class 9 contains 33309 members 
Mstep: Class 10 contains 29138 members 
Mstep: Class 11 contains 52272 members 
Mstep: Class 12 contains 80750 members 
Mstep: Class 13 contains 17689 members 
Mstep: Class 14 contains 39032 members 
Mstep: Class 15 contains 123340 members 
Mstep: Class 16 contains 61704 members 
Mstep: Class 17 contains 15721 members 
Mstep: Class 18 contains 15444 members 
Mstep: Class 19 contains 31276 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 52461 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 25871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133967168.000000 Penalty: 75962.453125
Iteration 16Q: 23 clusters Score -1.339672e+08 nChanged 27328
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 15909 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 301035 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 18376 members 
Mstep: Class 9 contains 33764 members 
Mstep: Class 10 contains 28426 members 
Mstep: Class 11 contains 51745 members 
Mstep: Class 12 contains 81547 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 38771 members 
Mstep: Class 15 contains 128369 members 
Mstep: Class 16 contains 64001 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 31435 members 
Mstep: Class 20 contains 33769 members 
Mstep: Class 21 contains 51764 members 
Mstep: Class 22 contains 11870 members 
Mstep: Class 23 contains 25882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133979856.000000 Penalty: 75962.453125
Iteration 17Q: 23 clusters Score -1.339799e+08 nChanged 22444
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 295845 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 18383 members 
Mstep: Class 9 contains 34278 members 
Mstep: Class 10 contains 27778 members 
Mstep: Class 11 contains 51340 members 
Mstep: Class 12 contains 82230 members 
Mstep: Class 13 contains 18196 members 
Mstep: Class 14 contains 38536 members 
Mstep: Class 15 contains 132626 members 
Mstep: Class 16 contains 65765 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 15322 members 
Mstep: Class 19 contains 31624 members 
Mstep: Class 20 contains 32290 members 
Mstep: Class 21 contains 51263 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 25833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133990576.000000 Penalty: 75962.453125
Iteration 18Q: 23 clusters Score -1.339906e+08 nChanged 18308
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 15531 members 
Mstep: Class 4 contains 14787 members 
Mstep: Class 5 contains 291941 members 
Mstep: Class 6 contains 12781 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 18392 members 
Mstep: Class 9 contains 34780 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 50959 members 
Mstep: Class 12 contains 82919 members 
Mstep: Class 13 contains 18322 members 
Mstep: Class 14 contains 38316 members 
Mstep: Class 15 contains 136168 members 
Mstep: Class 16 contains 66968 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 15375 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 30911 members 
Mstep: Class 21 contains 50941 members 
Mstep: Class 22 contains 12091 members 
Mstep: Class 23 contains 25714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133997512.000000 Penalty: 75962.453125
Iteration 19Q: 23 clusters Score -1.339975e+08 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 120653 members 
Mstep: Class 2 contains 15432 members 
Mstep: Class 4 contains 14697 members 
Mstep: Class 5 contains 288857 members 
Mstep: Class 6 contains 13320 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 18400 members 
Mstep: Class 9 contains 35271 members 
Mstep: Class 10 contains 26673 members 
Mstep: Class 11 contains 50672 members 
Mstep: Class 12 contains 83587 members 
Mstep: Class 13 contains 18414 members 
Mstep: Class 14 contains 38065 members 
Mstep: Class 15 contains 139126 members 
Mstep: Class 16 contains 67824 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 15415 members 
Mstep: Class 19 contains 32003 members 
Mstep: Class 20 contains 29723 members 
Mstep: Class 21 contains 50681 members 
Mstep: Class 22 contains 12183 members 
Mstep: Class 23 contains 25597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134004760.000000 Penalty: 75962.453125
Iteration 20F: 23 clusters Score -1.340048e+08 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 120190 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 4 contains 14612 members 
Mstep: Class 5 contains 286240 members 
Mstep: Class 6 contains 13808 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 18400 members 
Mstep: Class 9 contains 35674 members 
Mstep: Class 10 contains 25945 members 
Mstep: Class 11 contains 50474 members 
Mstep: Class 12 contains 84139 members 
Mstep: Class 13 contains 18463 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 141793 members 
Mstep: Class 16 contains 68823 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 15561 members 
Mstep: Class 19 contains 32278 members 
Mstep: Class 20 contains 28690 members 
Mstep: Class 21 contains 50700 members 
Mstep: Class 22 contains 12305 members 
Mstep: Class 23 contains 25568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134008608.000000 Penalty: 75962.453125
Iteration 21Q: 23 clusters Score -1.340086e+08 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 119384 members 
Mstep: Class 2 contains 14680 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 284297 members 
Mstep: Class 6 contains 14318 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 18407 members 
Mstep: Class 9 contains 36109 members 
Mstep: Class 10 contains 25331 members 
Mstep: Class 11 contains 50300 members 
Mstep: Class 12 contains 84602 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 37633 members 
Mstep: Class 15 contains 144078 members 
Mstep: Class 16 contains 69598 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 15741 members 
Mstep: Class 19 contains 32524 members 
Mstep: Class 20 contains 27769 members 
Mstep: Class 21 contains 50769 members 
Mstep: Class 22 contains 12428 members 
Mstep: Class 23 contains 25441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134011568.000000 Penalty: 75962.453125
Iteration 22Q: 23 clusters Score -1.340116e+08 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 282656 members 
Mstep: Class 6 contains 14852 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 18410 members 
Mstep: Class 9 contains 36543 members 
Mstep: Class 10 contains 24828 members 
Mstep: Class 11 contains 50227 members 
Mstep: Class 12 contains 84953 members 
Mstep: Class 13 contains 18512 members 
Mstep: Class 14 contains 37453 members 
Mstep: Class 15 contains 146040 members 
Mstep: Class 16 contains 70256 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 15930 members 
Mstep: Class 19 contains 32824 members 
Mstep: Class 20 contains 27073 members 
Mstep: Class 21 contains 50810 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 25234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134015248.000000 Penalty: 75962.453125
Iteration 23Q: 23 clusters Score -1.340152e+08 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 281163 members 
Mstep: Class 6 contains 15359 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 18414 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 24398 members 
Mstep: Class 11 contains 50229 members 
Mstep: Class 12 contains 85278 members 
Mstep: Class 13 contains 18551 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 147786 members 
Mstep: Class 16 contains 70785 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 33168 members 
Mstep: Class 20 contains 26596 members 
Mstep: Class 21 contains 50812 members 
Mstep: Class 22 contains 12692 members 
Mstep: Class 23 contains 25034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134018272.000000 Penalty: 75962.453125
Iteration 24Q: 23 clusters Score -1.340183e+08 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 115683 members 
Mstep: Class 2 contains 13953 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 279720 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 18418 members 
Mstep: Class 9 contains 37471 members 
Mstep: Class 10 contains 24034 members 
Mstep: Class 11 contains 50198 members 
Mstep: Class 12 contains 85556 members 
Mstep: Class 13 contains 18576 members 
Mstep: Class 14 contains 37202 members 
Mstep: Class 15 contains 149162 members 
Mstep: Class 16 contains 71291 members 
Mstep: Class 17 contains 16006 members 
Mstep: Class 18 contains 16191 members 
Mstep: Class 19 contains 33628 members 
Mstep: Class 20 contains 26389 members 
Mstep: Class 21 contains 50800 members 
Mstep: Class 22 contains 12827 members 
Mstep: Class 23 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134020232.000000 Penalty: 75962.453125
Iteration 25Q: 23 clusters Score -1.340202e+08 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 278249 members 
Mstep: Class 6 contains 16370 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 18423 members 
Mstep: Class 9 contains 37894 members 
Mstep: Class 10 contains 23769 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 12 contains 85813 members 
Mstep: Class 13 contains 18600 members 
Mstep: Class 14 contains 37080 members 
Mstep: Class 15 contains 150367 members 
Mstep: Class 16 contains 71724 members 
Mstep: Class 17 contains 16042 members 
Mstep: Class 18 contains 16315 members 
Mstep: Class 19 contains 34145 members 
Mstep: Class 20 contains 26369 members 
Mstep: Class 21 contains 50874 members 
Mstep: Class 22 contains 12945 members 
Mstep: Class 23 contains 24666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134022576.000000 Penalty: 75962.453125
Iteration 26Q: 23 clusters Score -1.340226e+08 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 13571 members 
Mstep: Class 4 contains 14377 members 
Mstep: Class 5 contains 276813 members 
Mstep: Class 6 contains 16848 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 38302 members 
Mstep: Class 10 contains 23575 members 
Mstep: Class 11 contains 50115 members 
Mstep: Class 12 contains 85974 members 
Mstep: Class 13 contains 18623 members 
Mstep: Class 14 contains 37006 members 
Mstep: Class 15 contains 151426 members 
Mstep: Class 16 contains 72097 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 34708 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 50897 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 24507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134025264.000000 Penalty: 75962.453125
Iteration 27Q: 23 clusters Score -1.340253e+08 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 4 contains 14354 members 
Mstep: Class 5 contains 275330 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 38694 members 
Mstep: Class 10 contains 23425 members 
Mstep: Class 11 contains 50086 members 
Mstep: Class 12 contains 86132 members 
Mstep: Class 13 contains 18650 members 
Mstep: Class 14 contains 36945 members 
Mstep: Class 15 contains 152414 members 
Mstep: Class 16 contains 72448 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 35237 members 
Mstep: Class 20 contains 26763 members 
Mstep: Class 21 contains 50884 members 
Mstep: Class 22 contains 13059 members 
Mstep: Class 23 contains 24380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134027216.000000 Penalty: 75962.453125
Iteration 28Q: 23 clusters Score -1.340272e+08 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 13306 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 273700 members 
Mstep: Class 6 contains 17639 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 39064 members 
Mstep: Class 10 contains 23326 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 86290 members 
Mstep: Class 13 contains 18663 members 
Mstep: Class 14 contains 36878 members 
Mstep: Class 15 contains 153357 members 
Mstep: Class 16 contains 72738 members 
Mstep: Class 17 contains 16076 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 35796 members 
Mstep: Class 20 contains 27341 members 
Mstep: Class 21 contains 50830 members 
Mstep: Class 22 contains 13090 members 
Mstep: Class 23 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134028632.000000 Penalty: 75962.453125
Iteration 29Q: 23 clusters Score -1.340286e+08 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 272056 members 
Mstep: Class 6 contains 17982 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 39411 members 
Mstep: Class 10 contains 23259 members 
Mstep: Class 11 contains 50004 members 
Mstep: Class 12 contains 86422 members 
Mstep: Class 13 contains 18677 members 
Mstep: Class 14 contains 36830 members 
Mstep: Class 15 contains 154312 members 
Mstep: Class 16 contains 72999 members 
Mstep: Class 17 contains 16085 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 36327 members 
Mstep: Class 20 contains 28064 members 
Mstep: Class 21 contains 50775 members 
Mstep: Class 22 contains 13113 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134030480.000000 Penalty: 75962.453125
Iteration 30Q: 23 clusters Score -1.340305e+08 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 4 contains 14264 members 
Mstep: Class 5 contains 270333 members 
Mstep: Class 6 contains 18227 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 39735 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 49960 members 
Mstep: Class 12 contains 86546 members 
Mstep: Class 13 contains 18689 members 
Mstep: Class 14 contains 36800 members 
Mstep: Class 15 contains 155335 members 
Mstep: Class 16 contains 73201 members 
Mstep: Class 17 contains 16097 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 36868 members 
Mstep: Class 20 contains 28862 members 
Mstep: Class 21 contains 50732 members 
Mstep: Class 22 contains 13129 members 
Mstep: Class 23 contains 24160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134033120.000000 Penalty: 75962.453125
Iteration 31Q: 23 clusters Score -1.340331e+08 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 13019 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 268659 members 
Mstep: Class 6 contains 18409 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 39991 members 
Mstep: Class 10 contains 23216 members 
Mstep: Class 11 contains 49901 members 
Mstep: Class 12 contains 86655 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 36782 members 
Mstep: Class 15 contains 156441 members 
Mstep: Class 16 contains 73375 members 
Mstep: Class 17 contains 16100 members 
Mstep: Class 18 contains 16938 members 
Mstep: Class 19 contains 37373 members 
Mstep: Class 20 contains 29691 members 
Mstep: Class 21 contains 50691 members 
Mstep: Class 22 contains 13140 members 
Mstep: Class 23 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134035848.000000 Penalty: 75962.453125
Iteration 32Q: 23 clusters Score -1.340358e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 12945 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 266961 members 
Mstep: Class 6 contains 18578 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40181 members 
Mstep: Class 10 contains 23248 members 
Mstep: Class 11 contains 49871 members 
Mstep: Class 12 contains 86766 members 
Mstep: Class 13 contains 18710 members 
Mstep: Class 14 contains 36754 members 
Mstep: Class 15 contains 157507 members 
Mstep: Class 16 contains 73534 members 
Mstep: Class 17 contains 16112 members 
Mstep: Class 18 contains 16998 members 
Mstep: Class 19 contains 37791 members 
Mstep: Class 20 contains 30554 members 
Mstep: Class 21 contains 50681 members 
Mstep: Class 22 contains 13149 members 
Mstep: Class 23 contains 24096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134038200.000000 Penalty: 75962.453125
Iteration 33Q: 23 clusters Score -1.340382e+08 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 265377 members 
Mstep: Class 6 contains 18711 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 23277 members 
Mstep: Class 11 contains 49838 members 
Mstep: Class 12 contains 86835 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 36708 members 
Mstep: Class 15 contains 158583 members 
Mstep: Class 16 contains 73685 members 
Mstep: Class 17 contains 16115 members 
Mstep: Class 18 contains 17079 members 
Mstep: Class 19 contains 38246 members 
Mstep: Class 20 contains 31272 members 
Mstep: Class 21 contains 50714 members 
Mstep: Class 22 contains 13148 members 
Mstep: Class 23 contains 24073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134040936.000000 Penalty: 75962.453125
Iteration 34Q: 23 clusters Score -1.340409e+08 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 12818 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 263924 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40421 members 
Mstep: Class 10 contains 23302 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 86874 members 
Mstep: Class 13 contains 18710 members 
Mstep: Class 14 contains 36675 members 
Mstep: Class 15 contains 159768 members 
Mstep: Class 16 contains 73840 members 
Mstep: Class 17 contains 16123 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 38650 members 
Mstep: Class 20 contains 31885 members 
Mstep: Class 21 contains 50735 members 
Mstep: Class 22 contains 13144 members 
Mstep: Class 23 contains 24057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134043464.000000 Penalty: 75962.453125
Iteration 35Q: 23 clusters Score -1.340435e+08 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 4 contains 13976 members 
Mstep: Class 5 contains 262562 members 
Mstep: Class 6 contains 18928 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40461 members 
Mstep: Class 10 contains 23339 members 
Mstep: Class 11 contains 49796 members 
Mstep: Class 12 contains 86945 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 14 contains 36615 members 
Mstep: Class 15 contains 160992 members 
Mstep: Class 16 contains 73987 members 
Mstep: Class 17 contains 16122 members 
Mstep: Class 18 contains 17175 members 
Mstep: Class 19 contains 38999 members 
Mstep: Class 20 contains 32421 members 
Mstep: Class 21 contains 50752 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 24050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134045592.000000 Penalty: 75962.453125
Iteration 36Q: 23 clusters Score -1.340456e+08 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 4 contains 13903 members 
Mstep: Class 5 contains 261287 members 
Mstep: Class 6 contains 19033 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40438 members 
Mstep: Class 10 contains 23367 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 87062 members 
Mstep: Class 13 contains 18718 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 162222 members 
Mstep: Class 16 contains 74161 members 
Mstep: Class 17 contains 16128 members 
Mstep: Class 18 contains 17223 members 
Mstep: Class 19 contains 39333 members 
Mstep: Class 20 contains 32786 members 
Mstep: Class 21 contains 50737 members 
Mstep: Class 22 contains 13147 members 
Mstep: Class 23 contains 24036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134046832.000000 Penalty: 75962.453125
Iteration 37Q: 23 clusters Score -1.340468e+08 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 260227 members 
Mstep: Class 6 contains 19140 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40409 members 
Mstep: Class 10 contains 23394 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 87162 members 
Mstep: Class 13 contains 18724 members 
Mstep: Class 14 contains 36493 members 
Mstep: Class 15 contains 163474 members 
Mstep: Class 16 contains 74334 members 
Mstep: Class 17 contains 16142 members 
Mstep: Class 18 contains 17265 members 
Mstep: Class 19 contains 39608 members 
Mstep: Class 20 contains 32948 members 
Mstep: Class 21 contains 50742 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 24024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134048224.000000 Penalty: 75962.453125
Iteration 38Q: 23 clusters Score -1.340482e+08 nChanged 4779
Entering ConstructFrom: 
Score: -134048224.000000 Penalty: 75962.453125
Entering ConstructFrom: 
Trying to split cluster 1 (99409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Entering Unmasked Estep 
Score: -12249765.000000 Penalty: 2853.735596
	Iteration 0F: 2 clusters Score -1.224976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -12183232.000000 Penalty: 5707.471191
	Iteration 0F: 3 clusters Score -1.218323e+07 nChanged 46919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -12210853.000000 Penalty: 5707.471191
	Iteration 1F: 3 clusters Score -1.221085e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -12212524.000000 Penalty: 5707.471191
	Iteration 2Q: 3 clusters Score -1.221252e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -12214866.000000 Penalty: 5707.471191
	Iteration 3F: 3 clusters Score -1.221487e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -12218180.000000 Penalty: 5707.471191
	Iteration 4F: 3 clusters Score -1.221818e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -12222513.000000 Penalty: 5707.471191
	Iteration 5F: 3 clusters Score -1.222251e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -12227849.000000 Penalty: 5707.471191
	Iteration 6F: 3 clusters Score -1.222785e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -12233071.000000 Penalty: 5707.471191
	Iteration 7F: 3 clusters Score -1.223307e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -12236989.000000 Penalty: 5707.471191
	Iteration 8F: 3 clusters Score -1.223699e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -12239368.000000 Penalty: 5707.471191
	Iteration 9Q: 3 clusters Score -1.223937e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -12240778.000000 Penalty: 5707.471191
	Iteration 10Q: 3 clusters Score -1.224078e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -12241632.000000 Penalty: 5707.471191
	Iteration 11Q: 3 clusters Score -1.224163e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -12242257.000000 Penalty: 5707.471191
	Iteration 12Q: 3 clusters Score -1.224226e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -12242746.000000 Penalty: 5707.471191
	Iteration 13Q: 3 clusters Score -1.224275e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -12243253.000000 Penalty: 5707.471191
	Iteration 14Q: 3 clusters Score -1.224325e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -12243701.000000 Penalty: 5707.471191
	Iteration 15Q: 3 clusters Score -1.22437e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -12244217.000000 Penalty: 5707.471191
	Iteration 16Q: 3 clusters Score -1.224422e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -12244614.000000 Penalty: 5707.471191
	Iteration 17Q: 3 clusters Score -1.224461e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -12244981.000000 Penalty: 5707.471191
	Iteration 18Q: 3 clusters Score -1.224498e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -12245348.000000 Penalty: 5707.471191
	Iteration 19Q: 3 clusters Score -1.224535e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -12245689.000000 Penalty: 5707.471191
	Iteration 20F: 3 clusters Score -1.224569e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -12246012.000000 Penalty: 5707.471191
	Iteration 21Q: 3 clusters Score -1.224601e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -12246293.000000 Penalty: 5707.471191
	Iteration 22Q: 3 clusters Score -1.224629e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -12246564.000000 Penalty: 5707.471191
	Iteration 23Q: 3 clusters Score -1.224656e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -12246767.000000 Penalty: 5707.471191
	Iteration 24Q: 3 clusters Score -1.224677e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -12247053.000000 Penalty: 5707.471191
	Iteration 25Q: 3 clusters Score -1.224705e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -12247191.000000 Penalty: 5707.471191
	Iteration 26Q: 3 clusters Score -1.224719e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -12247372.000000 Penalty: 5707.471191
	Iteration 27Q: 3 clusters Score -1.224737e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -12247512.000000 Penalty: 5707.471191
	Iteration 28Q: 3 clusters Score -1.224751e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -12247627.000000 Penalty: 5707.471191
	Iteration 29Q: 3 clusters Score -1.224763e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -12247726.000000 Penalty: 5707.471191
	Iteration 30Q: 3 clusters Score -1.224773e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -12247837.000000 Penalty: 5707.471191
	Iteration 31Q: 3 clusters Score -1.224784e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -12247885.000000 Penalty: 5707.471191
	Iteration 32Q: 3 clusters Score -1.224788e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -12247926.000000 Penalty: 5707.471191
	Iteration 33Q: 3 clusters Score -1.224793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12247967.000000 Penalty: 5707.471191
	Iteration 34Q: 3 clusters Score -1.224797e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -12247983.000000 Penalty: 5707.471191
	Iteration 35Q: 3 clusters Score -1.224798e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12248025.000000 Penalty: 5707.471191
	Iteration 36Q: 3 clusters Score -1.224802e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -12248076.000000 Penalty: 5707.471191
	Iteration 37Q: 3 clusters Score -1.224808e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -12248146.000000 Penalty: 5707.471191
	Iteration 38Q: 3 clusters Score -1.224815e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -12248244.000000 Penalty: 5707.471191
	Iteration 39Q: 3 clusters Score -1.224824e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -12248311.000000 Penalty: 5707.471191
	Iteration 40F: 3 clusters Score -1.224831e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -12248391.000000 Penalty: 5707.471191
	Iteration 41Q: 3 clusters Score -1.224839e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -12248507.000000 Penalty: 5707.471191
	Iteration 42Q: 3 clusters Score -1.224851e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -12248684.000000 Penalty: 5707.471191
	Iteration 43Q: 3 clusters Score -1.224868e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -12248970.000000 Penalty: 5707.471191
	Iteration 44Q: 3 clusters Score -1.224897e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -12249285.000000 Penalty: 5707.471191
	Iteration 45Q: 3 clusters Score -1.224928e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -12249452.000000 Penalty: 5707.471191
	Iteration 46Q: 3 clusters Score -1.224945e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -12249501.000000 Penalty: 5707.471191
	Iteration 47Q: 3 clusters Score -1.22495e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -12249577.000000 Penalty: 5707.471191
	Iteration 48Q: 3 clusters Score -1.224958e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12249580.000000 Penalty: 5707.471191
	Iteration 49Q: 3 clusters Score -1.224958e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -12249616.000000 Penalty: 5707.471191
	Iteration 50Q: 3 clusters Score -1.224962e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -12249653.000000 Penalty: 5707.471191
	Iteration 51Q: 3 clusters Score -1.224965e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -12249650.000000 Penalty: 5707.471191
	Iteration 52Q: 3 clusters Score -1.224965e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -12249687.000000 Penalty: 5707.471191
	Iteration 53Q: 3 clusters Score -1.224969e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -12249728.000000 Penalty: 5707.471191
	Iteration 54Q: 3 clusters Score -1.224973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -12249707.000000 Penalty: 5707.471191
	Iteration 55Q: 3 clusters Score -1.224971e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -12249699.000000 Penalty: 5707.471191
	Iteration 56Q: 3 clusters Score -1.22497e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -12249718.000000 Penalty: 5707.471191
	Iteration 57Q: 3 clusters Score -1.224972e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -12249721.000000 Penalty: 5707.471191
	Iteration 58Q: 3 clusters Score -1.224972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -12249730.000000 Penalty: 5707.471191
	Iteration 59Q: 3 clusters Score -1.224973e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -12249756.000000 Penalty: 5707.471191
	Iteration 60F: 3 clusters Score -1.224976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -12249764.000000 Penalty: 5707.471191
	Iteration 61Q: 3 clusters Score -1.224976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -12249794.000000 Penalty: 5707.471191
	Iteration 62Q: 3 clusters Score -1.224979e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12249791.000000 Penalty: 5707.471191
	Iteration 63Q: 3 clusters Score -1.224979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -12249792.000000 Penalty: 5707.471191
	Iteration 64Q: 3 clusters Score -1.224979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -12249807.000000 Penalty: 5707.471191
	Iteration 65Q: 3 clusters Score -1.224981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -12249799.000000 Penalty: 5707.471191
	Iteration 66Q: 3 clusters Score -1.22498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -12249818.000000 Penalty: 5707.471191
	Iteration 67Q: 3 clusters Score -1.224982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -12249805.000000 Penalty: 5707.471191
	Iteration 68Q: 3 clusters Score -1.22498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -12249792.000000 Penalty: 5707.471191
	Iteration 69Q: 3 clusters Score -1.224979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -12249802.000000 Penalty: 5707.471191
	Iteration 70Q: 3 clusters Score -1.22498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -12249799.000000 Penalty: 5707.471191
	Iteration 71Q: 3 clusters Score -1.22498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -12249794.000000 Penalty: 5707.471191
	Iteration 72Q: 3 clusters Score -1.224979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -12249804.000000 Penalty: 5707.471191
	Iteration 73Q: 3 clusters Score -1.22498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -12249809.000000 Penalty: 5707.471191
	Iteration 74Q: 3 clusters Score -1.224981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -12249815.000000 Penalty: 5707.471191
	Iteration 75Q: 3 clusters Score -1.224982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -12249806.000000 Penalty: 5707.471191
	Iteration 76Q: 3 clusters Score -1.224981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -12249799.000000 Penalty: 5707.471191
	Iteration 77Q: 3 clusters Score -1.22498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -12249819.000000 Penalty: 5707.471191
	Iteration 78Q: 3 clusters Score -1.224982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -12249813.000000 Penalty: 5707.471191
	Iteration 79Q: 3 clusters Score -1.224981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -12249814.000000 Penalty: 5707.471191
	Iteration 80F: 3 clusters Score -1.224981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -12249825.000000 Penalty: 5707.471191
	Iteration 81Q: 3 clusters Score -1.224982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -12249826.000000 Penalty: 5707.471191
	Iteration 82Q: 3 clusters Score -1.224983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -12249809.000000 Penalty: 5707.471191
	Iteration 83Q: 3 clusters Score -1.224981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 94247 members 
Entering Unmasked Estep 
Score: -12249826.000000 Penalty: 5707.471191
	Iteration 84Q: 3 clusters Score -1.224983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -12249824.000000 Penalty: 5707.471191
	Iteration 85Q: 3 clusters Score -1.224982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -12249838.000000 Penalty: 5707.471191
	Iteration 86Q: 3 clusters Score -1.224984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -12249837.000000 Penalty: 5707.471191
	Iteration 87Q: 3 clusters Score -1.224984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -12249850.000000 Penalty: 5707.471191
	Iteration 88Q: 3 clusters Score -1.224985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -12249839.000000 Penalty: 5707.471191
	Iteration 89Q: 3 clusters Score -1.224984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -12249836.000000 Penalty: 5707.471191
	Iteration 90Q: 3 clusters Score -1.224984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -12249859.000000 Penalty: 5707.471191
	Iteration 91Q: 3 clusters Score -1.224986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -12249861.000000 Penalty: 5707.471191
	Iteration 92Q: 3 clusters Score -1.224986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -12249851.000000 Penalty: 5707.471191
	Iteration 93Q: 3 clusters Score -1.224985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 94052 members 
Entering Unmasked Estep 
Score: -12249879.000000 Penalty: 5707.471191
	Iteration 94Q: 3 clusters Score -1.224988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -12249859.000000 Penalty: 5707.471191
	Iteration 95Q: 3 clusters Score -1.224986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -12249861.000000 Penalty: 5707.471191
	Iteration 96Q: 3 clusters Score -1.224986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -12249873.000000 Penalty: 5707.471191
	Iteration 97Q: 3 clusters Score -1.224987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -12249875.000000 Penalty: 5707.471191
	Iteration 98Q: 3 clusters Score -1.224988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -12249867.000000 Penalty: 5707.471191
	Iteration 99Q: 3 clusters Score -1.224987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -12249878.000000 Penalty: 5707.471191
	Iteration 100F: 3 clusters Score -1.224988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -12249886.000000 Penalty: 5707.471191
	Iteration 101Q: 3 clusters Score -1.224989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -12249889.000000 Penalty: 5707.471191
	Iteration 102Q: 3 clusters Score -1.224989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -12249869.000000 Penalty: 5707.471191
	Iteration 103Q: 3 clusters Score -1.224987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -12249864.000000 Penalty: 5707.471191
	Iteration 104Q: 3 clusters Score -1.224986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -12249873.000000 Penalty: 5707.471191
	Iteration 105Q: 3 clusters Score -1.224987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -12249873.000000 Penalty: 5707.471191
	Iteration 106F: 3 clusters Score -1.224987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12703 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Entering Unmasked Estep 
Score: -134048816.000000 Penalty: 79415.289062
Splitting cluster 1 changes total score from -134048224.000000 to -134048816.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (12703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Entering Unmasked Estep 
Score: -1250284.375000 Penalty: 2343.499268
	Iteration 0F: 2 clusters Score -1250284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1242019.625000 Penalty: 4686.998535
	Iteration 0F: 3 clusters Score -1242020 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1262212.750000 Penalty: 4686.998535
	Iteration 1F: 3 clusters Score -1262213 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1276433.750000 Penalty: 4686.998535
	Iteration 2F: 3 clusters Score -1276434 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1279144.875000 Penalty: 4686.998535
	Iteration 3F: 3 clusters Score -1279145 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1280333.000000 Penalty: 4686.998535
	Iteration 4Q: 3 clusters Score -1280333 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1280868.500000 Penalty: 4686.998535
	Iteration 5Q: 3 clusters Score -1280868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1281061.625000 Penalty: 4686.998535
	Iteration 6Q: 3 clusters Score -1281062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1281121.875000 Penalty: 4686.998535
	Iteration 7Q: 3 clusters Score -1281122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1281149.375000 Penalty: 4686.998535
	Iteration 8Q: 3 clusters Score -1281149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1281159.125000 Penalty: 4686.998535
	Iteration 9Q: 3 clusters Score -1281159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1281165.000000 Penalty: 4686.998535
	Iteration 10Q: 3 clusters Score -1281165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1281172.500000 Penalty: 4686.998535
	Iteration 11Q: 3 clusters Score -1281172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1281174.875000 Penalty: 4686.998535
	Iteration 12Q: 3 clusters Score -1281175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1281177.875000 Penalty: 4686.998535
	Iteration 13Q: 3 clusters Score -1281178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1281176.750000 Penalty: 4686.998535
	Iteration 14Q: 3 clusters Score -1281177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1281177.625000 Penalty: 4686.998535
	Iteration 15Q: 3 clusters Score -1281178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1281178.000000 Penalty: 4686.998535
	Iteration 16Q: 3 clusters Score -1281178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1281177.125000 Penalty: 4686.998535
	Iteration 17Q: 3 clusters Score -1281177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1281177.250000 Penalty: 4686.998535
	Iteration 18Q: 3 clusters Score -1281177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1281178.875000 Penalty: 4686.998535
	Iteration 19Q: 3 clusters Score -1281179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1281176.375000 Penalty: 4686.998535
	Iteration 20F: 3 clusters Score -1281176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1281174.125000 Penalty: 4686.998535
	Iteration 21Q: 3 clusters Score -1281174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1281174.125000 Penalty: 4686.998535
	Iteration 22F: 3 clusters Score -1281174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Entering Unmasked Estep 
Score: -134079368.000000 Penalty: 82868.132812
Splitting cluster 2 changes total score from -134048224.000000 to -134079368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1678517.875000 Penalty: 2363.285156
	Iteration 0F: 2 clusters Score -1678518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1668597.500000 Penalty: 4726.570312
	Iteration 0F: 3 clusters Score -1668598 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1671730.875000 Penalty: 4726.570312
	Iteration 1F: 3 clusters Score -1671731 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1672149.500000 Penalty: 4726.570312
	Iteration 2F: 3 clusters Score -1672150 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1672561.750000 Penalty: 4726.570312
	Iteration 3F: 3 clusters Score -1672562 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1672953.500000 Penalty: 4726.570312
	Iteration 4F: 3 clusters Score -1672954 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1673396.625000 Penalty: 4726.570312
	Iteration 5Q: 3 clusters Score -1673397 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1673860.500000 Penalty: 4726.570312
	Iteration 6Q: 3 clusters Score -1673860 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1674367.875000 Penalty: 4726.570312
	Iteration 7Q: 3 clusters Score -1674368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1674899.625000 Penalty: 4726.570312
	Iteration 8F: 3 clusters Score -1674900 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1675552.625000 Penalty: 4726.570312
	Iteration 9F: 3 clusters Score -1675553 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1676243.375000 Penalty: 4726.570312
	Iteration 10F: 3 clusters Score -1676243 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1676878.500000 Penalty: 4726.570312
	Iteration 11Q: 3 clusters Score -1676878 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1677453.625000 Penalty: 4726.570312
	Iteration 12Q: 3 clusters Score -1677454 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1678057.750000 Penalty: 4726.570312
	Iteration 13Q: 3 clusters Score -1678058 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1678841.125000 Penalty: 4726.570312
	Iteration 14Q: 3 clusters Score -1678841 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1679259.250000 Penalty: 4726.570312
	Iteration 15Q: 3 clusters Score -1679259 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1679418.875000 Penalty: 4726.570312
	Iteration 16Q: 3 clusters Score -1679419 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1679517.125000 Penalty: 4726.570312
	Iteration 17Q: 3 clusters Score -1679517 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1679600.250000 Penalty: 4726.570312
	Iteration 18Q: 3 clusters Score -1679600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1679680.875000 Penalty: 4726.570312
	Iteration 19Q: 3 clusters Score -1679681 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1679746.625000 Penalty: 4726.570312
	Iteration 20F: 3 clusters Score -1679747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1679795.500000 Penalty: 4726.570312
	Iteration 21Q: 3 clusters Score -1679796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1679867.750000 Penalty: 4726.570312
	Iteration 22Q: 3 clusters Score -1679868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1679942.500000 Penalty: 4726.570312
	Iteration 23Q: 3 clusters Score -1679942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1680008.250000 Penalty: 4726.570312
	Iteration 24Q: 3 clusters Score -1680008 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1680084.875000 Penalty: 4726.570312
	Iteration 25Q: 3 clusters Score -1680085 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1680142.500000 Penalty: 4726.570312
	Iteration 26Q: 3 clusters Score -1680142 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1680225.875000 Penalty: 4726.570312
	Iteration 27Q: 3 clusters Score -1680226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1680305.750000 Penalty: 4726.570312
	Iteration 28Q: 3 clusters Score -1680306 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1680416.625000 Penalty: 4726.570312
	Iteration 29Q: 3 clusters Score -1680417 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1680555.375000 Penalty: 4726.570312
	Iteration 30Q: 3 clusters Score -1680555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1680694.375000 Penalty: 4726.570312
	Iteration 31Q: 3 clusters Score -1680694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1680840.250000 Penalty: 4726.570312
	Iteration 32Q: 3 clusters Score -1680840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1680949.000000 Penalty: 4726.570312
	Iteration 33Q: 3 clusters Score -1680949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1681046.750000 Penalty: 4726.570312
	Iteration 34Q: 3 clusters Score -1681047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1681133.625000 Penalty: 4726.570312
	Iteration 35Q: 3 clusters Score -1681134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1681249.125000 Penalty: 4726.570312
	Iteration 36Q: 3 clusters Score -1681249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1681389.750000 Penalty: 4726.570312
	Iteration 37Q: 3 clusters Score -1681390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1681464.000000 Penalty: 4726.570312
	Iteration 38Q: 3 clusters Score -1681464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1681495.250000 Penalty: 4726.570312
	Iteration 39Q: 3 clusters Score -1681495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1681540.375000 Penalty: 4726.570312
	Iteration 40F: 3 clusters Score -1681540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1681560.250000 Penalty: 4726.570312
	Iteration 41Q: 3 clusters Score -1681560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1681563.625000 Penalty: 4726.570312
	Iteration 42Q: 3 clusters Score -1681564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1681565.625000 Penalty: 4726.570312
	Iteration 43Q: 3 clusters Score -1681566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1681566.500000 Penalty: 4726.570312
	Iteration 44Q: 3 clusters Score -1681566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1681567.500000 Penalty: 4726.570312
	Iteration 45Q: 3 clusters Score -1681568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1681567.500000 Penalty: 4726.570312
	Iteration 46F: 3 clusters Score -1681568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Entering Unmasked Estep 
Score: -134081560.000000 Penalty: 86320.968750
Splitting cluster 4 changes total score from -134048224.000000 to -134081560.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (259322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259322 members 
Entering Unmasked Estep 
Score: -32496614.000000 Penalty: 3091.524902
	Iteration 0F: 2 clusters Score -3.249661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -32352280.000000 Penalty: 6183.049805
	Iteration 0F: 3 clusters Score -3.235228e+07 nChanged 125166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137922 members 
Mstep: Class 2 contains 121400 members 
Entering Unmasked Estep 
Score: -32427678.000000 Penalty: 6183.049805
	Iteration 1F: 3 clusters Score -3.242768e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -32430306.000000 Penalty: 6183.049805
	Iteration 2Q: 3 clusters Score -3.243031e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -32435734.000000 Penalty: 6183.049805
	Iteration 3Q: 3 clusters Score -3.243573e+07 nChanged 16094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -32444156.000000 Penalty: 6183.049805
	Iteration 4F: 3 clusters Score -3.244416e+07 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -32455252.000000 Penalty: 6183.049805
	Iteration 5F: 3 clusters Score -3.245525e+07 nChanged 20530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198311 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -32465712.000000 Penalty: 6183.049805
	Iteration 6F: 3 clusters Score -3.246571e+07 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213958 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -32474382.000000 Penalty: 6183.049805
	Iteration 7F: 3 clusters Score -3.247438e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226369 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -32480196.000000 Penalty: 6183.049805
	Iteration 8F: 3 clusters Score -3.24802e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236033 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -32484432.000000 Penalty: 6183.049805
	Iteration 9Q: 3 clusters Score -3.248443e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243049 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -32488056.000000 Penalty: 6183.049805
	Iteration 10Q: 3 clusters Score -3.248806e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247877 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -32490310.000000 Penalty: 6183.049805
	Iteration 11Q: 3 clusters Score -3.249031e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251017 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -32491806.000000 Penalty: 6183.049805
	Iteration 12Q: 3 clusters Score -3.249181e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253011 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -32492582.000000 Penalty: 6183.049805
	Iteration 13Q: 3 clusters Score -3.249258e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254197 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -32493302.000000 Penalty: 6183.049805
	Iteration 14Q: 3 clusters Score -3.24933e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254944 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -32493686.000000 Penalty: 6183.049805
	Iteration 15Q: 3 clusters Score -3.249369e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255438 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -32493814.000000 Penalty: 6183.049805
	Iteration 16Q: 3 clusters Score -3.249381e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255750 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -32493986.000000 Penalty: 6183.049805
	Iteration 17Q: 3 clusters Score -3.249399e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255988 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -32494080.000000 Penalty: 6183.049805
	Iteration 18Q: 3 clusters Score -3.249408e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256166 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -32494194.000000 Penalty: 6183.049805
	Iteration 19Q: 3 clusters Score -3.249419e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256261 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -32494220.000000 Penalty: 6183.049805
	Iteration 20F: 3 clusters Score -3.249422e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256369 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -32494288.000000 Penalty: 6183.049805
	Iteration 21Q: 3 clusters Score -3.249429e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256486 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -32494392.000000 Penalty: 6183.049805
	Iteration 22Q: 3 clusters Score -3.249439e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256579 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -32494442.000000 Penalty: 6183.049805
	Iteration 23Q: 3 clusters Score -3.249444e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256650 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -32494482.000000 Penalty: 6183.049805
	Iteration 24Q: 3 clusters Score -3.249448e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256700 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -32494540.000000 Penalty: 6183.049805
	Iteration 25Q: 3 clusters Score -3.249454e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256761 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -32494608.000000 Penalty: 6183.049805
	Iteration 26Q: 3 clusters Score -3.249461e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256795 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -32494670.000000 Penalty: 6183.049805
	Iteration 27Q: 3 clusters Score -3.249467e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256817 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -32494704.000000 Penalty: 6183.049805
	Iteration 28Q: 3 clusters Score -3.24947e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256848 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -32494702.000000 Penalty: 6183.049805
	Iteration 29Q: 3 clusters Score -3.24947e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256887 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -32494728.000000 Penalty: 6183.049805
	Iteration 30Q: 3 clusters Score -3.249473e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256905 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -32494792.000000 Penalty: 6183.049805
	Iteration 31Q: 3 clusters Score -3.249479e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256914 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -32494836.000000 Penalty: 6183.049805
	Iteration 32Q: 3 clusters Score -3.249484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256925 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -32494858.000000 Penalty: 6183.049805
	Iteration 33Q: 3 clusters Score -3.249486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256938 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -32494878.000000 Penalty: 6183.049805
	Iteration 34Q: 3 clusters Score -3.249488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256946 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -32494840.000000 Penalty: 6183.049805
	Iteration 35Q: 3 clusters Score -3.249484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256955 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -32494870.000000 Penalty: 6183.049805
	Iteration 36Q: 3 clusters Score -3.249487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256959 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -32494864.000000 Penalty: 6183.049805
	Iteration 37Q: 3 clusters Score -3.249486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256967 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -32494860.000000 Penalty: 6183.049805
	Iteration 38Q: 3 clusters Score -3.249486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256968 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -32494858.000000 Penalty: 6183.049805
	Iteration 39Q: 3 clusters Score -3.249486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256970 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -32494866.000000 Penalty: 6183.049805
	Iteration 40F: 3 clusters Score -3.249487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256975 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -32494864.000000 Penalty: 6183.049805
	Iteration 41Q: 3 clusters Score -3.249486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256977 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -32494870.000000 Penalty: 6183.049805
	Iteration 42Q: 3 clusters Score -3.249487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256978 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -32494858.000000 Penalty: 6183.049805
	Iteration 43Q: 3 clusters Score -3.249486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256981 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -32494846.000000 Penalty: 6183.049805
	Iteration 44Q: 3 clusters Score -3.249485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256981 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -32494860.000000 Penalty: 6183.049805
	Iteration 45Q: 3 clusters Score -3.249486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -32494866.000000 Penalty: 6183.049805
	Iteration 46Q: 3 clusters Score -3.249487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256981 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -32494880.000000 Penalty: 6183.049805
	Iteration 47Q: 3 clusters Score -3.249488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -32494874.000000 Penalty: 6183.049805
	Iteration 48Q: 3 clusters Score -3.249487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256983 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -32494868.000000 Penalty: 6183.049805
	Iteration 49Q: 3 clusters Score -3.249487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256986 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -32494868.000000 Penalty: 6183.049805
	Iteration 50Q: 3 clusters Score -3.249487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256988 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -32494888.000000 Penalty: 6183.049805
	Iteration 51Q: 3 clusters Score -3.249489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256988 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -32494882.000000 Penalty: 6183.049805
	Iteration 52Q: 3 clusters Score -3.249488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256988 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -32494886.000000 Penalty: 6183.049805
	Iteration 53Q: 3 clusters Score -3.249489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256987 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -32494872.000000 Penalty: 6183.049805
	Iteration 54Q: 3 clusters Score -3.249487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256987 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -32494870.000000 Penalty: 6183.049805
	Iteration 55Q: 3 clusters Score -3.249487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256989 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -32494870.000000 Penalty: 6183.049805
	Iteration 56Q: 3 clusters Score -3.249487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256989 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -32494874.000000 Penalty: 6183.049805
	Iteration 57Q: 3 clusters Score -3.249487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256993 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -32494874.000000 Penalty: 6183.049805
	Iteration 58Q: 3 clusters Score -3.249487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256994 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -32494866.000000 Penalty: 6183.049805
	Iteration 59Q: 3 clusters Score -3.249487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256995 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -32494890.000000 Penalty: 6183.049805
	Iteration 60F: 3 clusters Score -3.249489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256997 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -32494892.000000 Penalty: 6183.049805
	Iteration 61Q: 3 clusters Score -3.249489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257002 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -32494878.000000 Penalty: 6183.049805
	Iteration 62Q: 3 clusters Score -3.249488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257003 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -32494894.000000 Penalty: 6183.049805
	Iteration 63Q: 3 clusters Score -3.249489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257005 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -32494890.000000 Penalty: 6183.049805
	Iteration 64Q: 3 clusters Score -3.249489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257007 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -32494896.000000 Penalty: 6183.049805
	Iteration 65Q: 3 clusters Score -3.24949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257007 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -32494896.000000 Penalty: 6183.049805
	Iteration 66Q: 3 clusters Score -3.24949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257008 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -32494908.000000 Penalty: 6183.049805
	Iteration 67Q: 3 clusters Score -3.249491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257010 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -32494896.000000 Penalty: 6183.049805
	Iteration 68Q: 3 clusters Score -3.24949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257012 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -32494900.000000 Penalty: 6183.049805
	Iteration 69Q: 3 clusters Score -3.24949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257014 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -32494918.000000 Penalty: 6183.049805
	Iteration 70Q: 3 clusters Score -3.249492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257015 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -32494906.000000 Penalty: 6183.049805
	Iteration 71Q: 3 clusters Score -3.249491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257018 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -32494904.000000 Penalty: 6183.049805
	Iteration 72Q: 3 clusters Score -3.24949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257018 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -32494900.000000 Penalty: 6183.049805
	Iteration 73Q: 3 clusters Score -3.24949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257022 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -32494898.000000 Penalty: 6183.049805
	Iteration 74Q: 3 clusters Score -3.24949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -32494900.000000 Penalty: 6183.049805
	Iteration 75Q: 3 clusters Score -3.24949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257020 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -32494898.000000 Penalty: 6183.049805
	Iteration 76Q: 3 clusters Score -3.24949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257020 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -32494892.000000 Penalty: 6183.049805
	Iteration 77Q: 3 clusters Score -3.249489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -32494882.000000 Penalty: 6183.049805
	Iteration 78Q: 3 clusters Score -3.249488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -32494882.000000 Penalty: 6183.049805
	Iteration 79F: 3 clusters Score -3.249488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Entering Unmasked Estep 
Score: -2373217.500000 Penalty: 2446.366943
	Iteration 0F: 2 clusters Score -2373218 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 9587 members 
Entering Unmasked Estep 
Score: -2359726.000000 Penalty: 4892.733887
	Iteration 0F: 3 clusters Score -2359726 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2364269.500000 Penalty: 4892.733887
	Iteration 1F: 3 clusters Score -2364270 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2364727.750000 Penalty: 4892.733887
	Iteration 2F: 3 clusters Score -2364728 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2365078.250000 Penalty: 4892.733887
	Iteration 3F: 3 clusters Score -2365078 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2365389.000000 Penalty: 4892.733887
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2365632.750000 Penalty: 4892.733887
	Iteration 5Q: 3 clusters Score -2365633 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2365857 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2366079 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2366287.500000 Penalty: 4892.733887
	Iteration 8Q: 3 clusters Score -2366288 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2366521.000000 Penalty: 4892.733887
	Iteration 9Q: 3 clusters Score -2366521 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2366784.250000 Penalty: 4892.733887
	Iteration 10Q: 3 clusters Score -2366784 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2367068 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2367365 nChanged 666
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Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2367661.500000 Penalty: 4892.733887
	Iteration 13Q: 3 clusters Score -2367662 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2367964 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2368228.250000 Penalty: 4892.733887
	Iteration 15Q: 3 clusters Score -2368228 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2368488.500000 Penalty: 4892.733887
	Iteration 16Q: 3 clusters Score -2368488 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2368681.250000 Penalty: 4892.733887
	Iteration 17Q: 3 clusters Score -2368681 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2368821.000000 Penalty: 4892.733887
	Iteration 18Q: 3 clusters Score -2368821 nChanged 344
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2368917.250000 Penalty: 4892.733887
	Iteration 19Q: 3 clusters Score -2368917 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2368981.500000 Penalty: 4892.733887
	Iteration 20F: 3 clusters Score -2368982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2369040.750000 Penalty: 4892.733887
	Iteration 21Q: 3 clusters Score -2369041 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2369072.000000 Penalty: 4892.733887
	Iteration 22Q: 3 clusters Score -2369072 nChanged 140
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Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2369096.000000 Penalty: 4892.733887
	Iteration 23Q: 3 clusters Score -2369096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2369111.750000 Penalty: 4892.733887
	Iteration 24Q: 3 clusters Score -2369112 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2369136.000000 Penalty: 4892.733887
	Iteration 25Q: 3 clusters Score -2369136 nChanged 106
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Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2369152.500000 Penalty: 4892.733887
	Iteration 26Q: 3 clusters Score -2369152 nChanged 122
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Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2369174.000000 Penalty: 4892.733887
	Iteration 27Q: 3 clusters Score -2369174 nChanged 107
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2369189.250000 Penalty: 4892.733887
	Iteration 28Q: 3 clusters Score -2369189 nChanged 103
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2369211.250000 Penalty: 4892.733887
	Iteration 29Q: 3 clusters Score -2369211 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2369222.750000 Penalty: 4892.733887
	Iteration 30Q: 3 clusters Score -2369223 nChanged 113
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2369243.500000 Penalty: 4892.733887
	Iteration 31Q: 3 clusters Score -2369244 nChanged 112
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2369258.750000 Penalty: 4892.733887
	Iteration 32Q: 3 clusters Score -2369259 nChanged 111
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Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2369279.250000 Penalty: 4892.733887
	Iteration 33Q: 3 clusters Score -2369279 nChanged 94
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Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2369294.250000 Penalty: 4892.733887
	Iteration 34Q: 3 clusters Score -2369294 nChanged 92
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Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2369309.750000 Penalty: 4892.733887
	Iteration 35Q: 3 clusters Score -2369310 nChanged 83
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Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2369323.250000 Penalty: 4892.733887
	Iteration 36Q: 3 clusters Score -2369323 nChanged 88
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2369330.750000 Penalty: 4892.733887
	Iteration 37Q: 3 clusters Score -2369331 nChanged 91
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Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2369347.000000 Penalty: 4892.733887
	Iteration 38Q: 3 clusters Score -2369347 nChanged 76
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2369364 nChanged 75
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Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2369374.500000 Penalty: 4892.733887
	Iteration 40F: 3 clusters Score -2369374 nChanged 78
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Mstep: Class 1 contains 10583 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2369387 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2369396.250000 Penalty: 4892.733887
	Iteration 42Q: 3 clusters Score -2369396 nChanged 61
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2369410 nChanged 58
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Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2369411 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2369411 nChanged 58
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Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2369429 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2369435 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10848 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2369440 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2369445.250000 Penalty: 4892.733887
	Iteration 49Q: 3 clusters Score -2369445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2369454.500000 Penalty: 4892.733887
	Iteration 50Q: 3 clusters Score -2369454 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10945 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2369466 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10985 members 
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Entering Unmasked Estep 
Score: -2369482.250000 Penalty: 4892.733887
	Iteration 52Q: 3 clusters Score -2369482 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11040 members 
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Entering Unmasked Estep 
Score: -2369484.000000 Penalty: 4892.733887
	Iteration 53Q: 3 clusters Score -2369484 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2369493.000000 Penalty: 4892.733887
	Iteration 54Q: 3 clusters Score -2369493 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11136 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2369498 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11191 members 
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Entering Unmasked Estep 
Score: -2369503.750000 Penalty: 4892.733887
	Iteration 56Q: 3 clusters Score -2369504 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11235 members 
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Entering Unmasked Estep 
Score: -2369515.250000 Penalty: 4892.733887
	Iteration 57Q: 3 clusters Score -2369515 nChanged 78
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Mstep: Class 1 contains 11289 members 
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Entering Unmasked Estep 
Score: -2369527.250000 Penalty: 4892.733887
	Iteration 58Q: 3 clusters Score -2369527 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2369538.250000 Penalty: 4892.733887
	Iteration 59Q: 3 clusters Score -2369538 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2369542.750000 Penalty: 4892.733887
	Iteration 60F: 3 clusters Score -2369543 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2369547.250000 Penalty: 4892.733887
	Iteration 61Q: 3 clusters Score -2369547 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2369553.250000 Penalty: 4892.733887
	Iteration 62Q: 3 clusters Score -2369553 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2369562.500000 Penalty: 4892.733887
	Iteration 63Q: 3 clusters Score -2369562 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2369566 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2369578.500000 Penalty: 4892.733887
	Iteration 65Q: 3 clusters Score -2369578 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2369588 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2369591.000000 Penalty: 4892.733887
	Iteration 67Q: 3 clusters Score -2369591 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2369608 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2369612.000000 Penalty: 4892.733887
	Iteration 69Q: 3 clusters Score -2369612 nChanged 42
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Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2369612 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2369616.750000 Penalty: 4892.733887
	Iteration 71Q: 3 clusters Score -2369617 nChanged 32
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2369629.000000 Penalty: 4892.733887
	Iteration 72Q: 3 clusters Score -2369629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2369628.500000 Penalty: 4892.733887
	Iteration 73Q: 3 clusters Score -2369628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2369630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2369635.000000 Penalty: 4892.733887
	Iteration 75Q: 3 clusters Score -2369635 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2369646.750000 Penalty: 4892.733887
	Iteration 76Q: 3 clusters Score -2369647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2369644.750000 Penalty: 4892.733887
	Iteration 77Q: 3 clusters Score -2369645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2369653.000000 Penalty: 4892.733887
	Iteration 78Q: 3 clusters Score -2369653 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2369654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2369658.250000 Penalty: 4892.733887
	Iteration 80F: 3 clusters Score -2369658 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12080 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2369662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2369663 nChanged 40
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Mstep: Class 1 contains 12153 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2369674 nChanged 40
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Mstep: Class 1 contains 12191 members 
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Entering Unmasked Estep 
Score: -2369681.250000 Penalty: 4892.733887
	Iteration 84Q: 3 clusters Score -2369681 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2369680 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2369688 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2369696.000000 Penalty: 4892.733887
	Iteration 87Q: 3 clusters Score -2369696 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12327 members 
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Entering Unmasked Estep 
Score: -2369700.750000 Penalty: 4892.733887
	Iteration 88Q: 3 clusters Score -2369701 nChanged 38
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2369711.250000 Penalty: 4892.733887
	Iteration 89Q: 3 clusters Score -2369711 nChanged 40
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Mstep: Class 1 contains 12393 members 
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Entering Unmasked Estep 
Score: -2369713.500000 Penalty: 4892.733887
	Iteration 90Q: 3 clusters Score -2369714 nChanged 37
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Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2369719.750000 Penalty: 4892.733887
	Iteration 91Q: 3 clusters Score -2369720 nChanged 38
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Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2369720 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12490 members 
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Entering Unmasked Estep 
Score: -2369726.750000 Penalty: 4892.733887
	Iteration 93Q: 3 clusters Score -2369727 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2369732.500000 Penalty: 4892.733887
	Iteration 94Q: 3 clusters Score -2369732 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12547 members 
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Entering Unmasked Estep 
Score: -2369734.750000 Penalty: 4892.733887
	Iteration 95Q: 3 clusters Score -2369735 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2369736.750000 Penalty: 4892.733887
	Iteration 96Q: 3 clusters Score -2369737 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2369740.500000 Penalty: 4892.733887
	Iteration 97Q: 3 clusters Score -2369740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2369749.000000 Penalty: 4892.733887
	Iteration 98Q: 3 clusters Score -2369749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2369746.250000 Penalty: 4892.733887
	Iteration 99Q: 3 clusters Score -2369746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2369757.500000 Penalty: 4892.733887
	Iteration 100F: 3 clusters Score -2369758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2369755.000000 Penalty: 4892.733887
	Iteration 101Q: 3 clusters Score -2369755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2369760.750000 Penalty: 4892.733887
	Iteration 102Q: 3 clusters Score -2369761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2369766.500000 Penalty: 4892.733887
	Iteration 103Q: 3 clusters Score -2369766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2369767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2369770.750000 Penalty: 4892.733887
	Iteration 105Q: 3 clusters Score -2369771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2369778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2369785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2369784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2369785.250000 Penalty: 4892.733887
	Iteration 109Q: 3 clusters Score -2369785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2369786.750000 Penalty: 4892.733887
	Iteration 110Q: 3 clusters Score -2369787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2369790.750000 Penalty: 4892.733887
	Iteration 111Q: 3 clusters Score -2369791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2369799.750000 Penalty: 4892.733887
	Iteration 112Q: 3 clusters Score -2369800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2369807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2369817.750000 Penalty: 4892.733887
	Iteration 114Q: 3 clusters Score -2369818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2369820.500000 Penalty: 4892.733887
	Iteration 115Q: 3 clusters Score -2369820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2369827.750000 Penalty: 4892.733887
	Iteration 116Q: 3 clusters Score -2369828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2369834.000000 Penalty: 4892.733887
	Iteration 117Q: 3 clusters Score -2369834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2369832.250000 Penalty: 4892.733887
	Iteration 118Q: 3 clusters Score -2369832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2369838.000000 Penalty: 4892.733887
	Iteration 119Q: 3 clusters Score -2369838 nChanged 47
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Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2369852.750000 Penalty: 4892.733887
	Iteration 120F: 3 clusters Score -2369853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2369858.500000 Penalty: 4892.733887
	Iteration 121Q: 3 clusters Score -2369858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2369867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2369881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2369893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2369912.250000 Penalty: 4892.733887
	Iteration 125Q: 3 clusters Score -2369912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2369923.000000 Penalty: 4892.733887
	Iteration 126Q: 3 clusters Score -2369923 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2369935.750000 Penalty: 4892.733887
	Iteration 127Q: 3 clusters Score -2369936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2369942.500000 Penalty: 4892.733887
	Iteration 128Q: 3 clusters Score -2369942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2369957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2369962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2369974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2369987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2370007.750000 Penalty: 4892.733887
	Iteration 133Q: 3 clusters Score -2370008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2370027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2370054 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2370068 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2370101 nChanged 111
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Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2370124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2370148 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2370175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2370196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2370223.250000 Penalty: 4892.733887
	Iteration 142Q: 3 clusters Score -2370223 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2370251.500000 Penalty: 4892.733887
	Iteration 143Q: 3 clusters Score -2370252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2370279.000000 Penalty: 4892.733887
	Iteration 144Q: 3 clusters Score -2370279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2370308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2370348.500000 Penalty: 4892.733887
	Iteration 146Q: 3 clusters Score -2370348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2370386.000000 Penalty: 4892.733887
	Iteration 147Q: 3 clusters Score -2370386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2370417 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15924 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2370467 nChanged 124
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Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2370506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2370550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2370587 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2370609.000000 Penalty: 4892.733887
	Iteration 153Q: 3 clusters Score -2370609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2370632.250000 Penalty: 4892.733887
	Iteration 154Q: 3 clusters Score -2370632 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2370653 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2370673.000000 Penalty: 4892.733887
	Iteration 156Q: 3 clusters Score -2370673 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2370695.750000 Penalty: 4892.733887
	Iteration 157Q: 3 clusters Score -2370696 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2370723.500000 Penalty: 4892.733887
	Iteration 158Q: 3 clusters Score -2370724 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2370747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2370766.500000 Penalty: 4892.733887
	Iteration 160F: 3 clusters Score -2370766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2370790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2370818.500000 Penalty: 4892.733887
	Iteration 162Q: 3 clusters Score -2370818 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2370843.500000 Penalty: 4892.733887
	Iteration 163Q: 3 clusters Score -2370844 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2370863.000000 Penalty: 4892.733887
	Iteration 164Q: 3 clusters Score -2370863 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2370882.750000 Penalty: 4892.733887
	Iteration 165Q: 3 clusters Score -2370883 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2370887.250000 Penalty: 4892.733887
	Iteration 166Q: 3 clusters Score -2370887 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2370906.000000 Penalty: 4892.733887
	Iteration 167Q: 3 clusters Score -2370906 nChanged 52
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2370919.500000 Penalty: 4892.733887
	Iteration 168Q: 3 clusters Score -2370920 nChanged 62
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Mstep: Class 1 contains 17459 members 
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Entering Unmasked Estep 
Score: -2370944.250000 Penalty: 4892.733887
	Iteration 169Q: 3 clusters Score -2370944 nChanged 52
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Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2370961.250000 Penalty: 4892.733887
	Iteration 170Q: 3 clusters Score -2370961 nChanged 55
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Mstep: Class 1 contains 17560 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2370986 nChanged 44
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Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2370997 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2371008 nChanged 33
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Mstep: Class 1 contains 17664 members 
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Entering Unmasked Estep 
Score: -2371017.750000 Penalty: 4892.733887
	Iteration 174Q: 3 clusters Score -2371018 nChanged 37
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Mstep: Class 1 contains 17697 members 
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Entering Unmasked Estep 
Score: -2371032.750000 Penalty: 4892.733887
	Iteration 175Q: 3 clusters Score -2371033 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17729 members 
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Score: -2371040.500000 Penalty: 4892.733887
	Iteration 176Q: 3 clusters Score -2371040 nChanged 35
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Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2371054 nChanged 35
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Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2371065 nChanged 41
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Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1397 members 
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	Iteration 179Q: 3 clusters Score -2371086 nChanged 40
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Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2371101.750000 Penalty: 4892.733887
	Iteration 180F: 3 clusters Score -2371102 nChanged 44
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Mstep: Class 1 contains 17912 members 
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Entering Unmasked Estep 
Score: -2371124.250000 Penalty: 4892.733887
	Iteration 181Q: 3 clusters Score -2371124 nChanged 34
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Mstep: Class 2 contains 1289 members 
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	Iteration 182Q: 3 clusters Score -2371140 nChanged 28
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Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2371153 nChanged 30
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Mstep: Class 1 contains 18000 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2371166 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18022 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2371171 nChanged 20
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Mstep: Class 1 contains 18042 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2371177 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2371182.250000 Penalty: 4892.733887
	Iteration 187Q: 3 clusters Score -2371182 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2371191.000000 Penalty: 4892.733887
	Iteration 188Q: 3 clusters Score -2371191 nChanged 14
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Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2371195.000000 Penalty: 4892.733887
	Iteration 189Q: 3 clusters Score -2371195 nChanged 12
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Entering Unmasked Estep 
Score: -2371199.500000 Penalty: 4892.733887
	Iteration 190Q: 3 clusters Score -2371200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2371196.500000 Penalty: 4892.733887
	Iteration 191Q: 3 clusters Score -2371196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2371202.750000 Penalty: 4892.733887
	Iteration 192Q: 3 clusters Score -2371203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2371207.000000 Penalty: 4892.733887
	Iteration 193Q: 3 clusters Score -2371207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2371206.750000 Penalty: 4892.733887
	Iteration 194Q: 3 clusters Score -2371207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2371208.750000 Penalty: 4892.733887
	Iteration 195Q: 3 clusters Score -2371209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2371210.750000 Penalty: 4892.733887
	Iteration 196Q: 3 clusters Score -2371211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2371215.750000 Penalty: 4892.733887
	Iteration 197Q: 3 clusters Score -2371216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2371226.250000 Penalty: 4892.733887
	Iteration 198Q: 3 clusters Score -2371226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2371232.000000 Penalty: 4892.733887
	Iteration 199Q: 3 clusters Score -2371232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2371238.750000 Penalty: 4892.733887
	Iteration 200F: 3 clusters Score -2371239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2371249.000000 Penalty: 4892.733887
	Iteration 201Q: 3 clusters Score -2371249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2371258.000000 Penalty: 4892.733887
	Iteration 202Q: 3 clusters Score -2371258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2371260.250000 Penalty: 4892.733887
	Iteration 203Q: 3 clusters Score -2371260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2371268.500000 Penalty: 4892.733887
	Iteration 204Q: 3 clusters Score -2371268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2371273.000000 Penalty: 4892.733887
	Iteration 205Q: 3 clusters Score -2371273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2371277.000000 Penalty: 4892.733887
	Iteration 206Q: 3 clusters Score -2371277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2371280.000000 Penalty: 4892.733887
	Iteration 207Q: 3 clusters Score -2371280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2371293.250000 Penalty: 4892.733887
	Iteration 208Q: 3 clusters Score -2371293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2371303.000000 Penalty: 4892.733887
	Iteration 209Q: 3 clusters Score -2371303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2371317.750000 Penalty: 4892.733887
	Iteration 210Q: 3 clusters Score -2371318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2371325.250000 Penalty: 4892.733887
	Iteration 211Q: 3 clusters Score -2371325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2371334.500000 Penalty: 4892.733887
	Iteration 212Q: 3 clusters Score -2371334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2371337.500000 Penalty: 4892.733887
	Iteration 213Q: 3 clusters Score -2371338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2371340.750000 Penalty: 4892.733887
	Iteration 214Q: 3 clusters Score -2371341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2371340.750000 Penalty: 4892.733887
	Iteration 215Q: 3 clusters Score -2371341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2371347.750000 Penalty: 4892.733887
	Iteration 216Q: 3 clusters Score -2371348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2371353.500000 Penalty: 4892.733887
	Iteration 217Q: 3 clusters Score -2371354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2371354.250000 Penalty: 4892.733887
	Iteration 218Q: 3 clusters Score -2371354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2371350.750000 Penalty: 4892.733887
	Iteration 219Q: 3 clusters Score -2371351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2371353.000000 Penalty: 4892.733887
	Iteration 220F: 3 clusters Score -2371353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2371355.000000 Penalty: 4892.733887
	Iteration 221Q: 3 clusters Score -2371355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2371356.000000 Penalty: 4892.733887
	Iteration 222Q: 3 clusters Score -2371356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2371356.000000 Penalty: 4892.733887
	Iteration 223F: 3 clusters Score -2371356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -71076.976562 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -71076.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69804.281250 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -69804.28 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70657.000000 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -70657 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71196.117188 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -71196.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71409.625000 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -71409.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71630.726562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -71630.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71832.687500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -71832.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72059.312500 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -72059.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72246.632812 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -72246.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72431.843750 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -72431.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72582.617188 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -72582.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72723.507812 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -72723.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72888.875000 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -72888.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72977.406250 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -72977.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73024.250000 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -73024.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73092.890625 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -73092.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73098.343750 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -73098.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73099.726562 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -73099.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73107.476562 Penalty: 3174.527832
	Iteration 17F: 3 clusters Score -73107.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73194.992188 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -73194.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73374.476562 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -73374.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73377.984375 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -73377.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73380.492188 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -73380.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73380.492188 Penalty: 3174.527832
	Iteration 22F: 3 clusters Score -73380.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Entering Unmasked Estep 
Score: -134081928.000000 Penalty: 89773.812500
Splitting cluster 7 changes total score from -134048224.000000 to -134081928.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (18425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Entering Unmasked Estep 
Score: -2903702.000000 Penalty: 2435.722900
	Iteration 0F: 2 clusters Score -2903702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2891640.500000 Penalty: 4871.445801
	Iteration 0F: 3 clusters Score -2891640 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2910457.250000 Penalty: 4871.445801
	Iteration 1F: 3 clusters Score -2910457 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2920920.750000 Penalty: 4871.445801
	Iteration 2F: 3 clusters Score -2920921 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2925359.750000 Penalty: 4871.445801
	Iteration 3F: 3 clusters Score -2925360 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2929048.000000 Penalty: 4871.445801
	Iteration 4Q: 3 clusters Score -2929048 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2931116.750000 Penalty: 4871.445801
	Iteration 5Q: 3 clusters Score -2931117 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2932296.750000 Penalty: 4871.445801
	Iteration 6Q: 3 clusters Score -2932297 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2932798.250000 Penalty: 4871.445801
	Iteration 7Q: 3 clusters Score -2932798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2933155.750000 Penalty: 4871.445801
	Iteration 8Q: 3 clusters Score -2933156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2933350.250000 Penalty: 4871.445801
	Iteration 9Q: 3 clusters Score -2933350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2933420.750000 Penalty: 4871.445801
	Iteration 10Q: 3 clusters Score -2933421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2933413.250000 Penalty: 4871.445801
	Iteration 11Q: 3 clusters Score -2933413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2933468.000000 Penalty: 4871.445801
	Iteration 12Q: 3 clusters Score -2933468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2933498.750000 Penalty: 4871.445801
	Iteration 13Q: 3 clusters Score -2933499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2933468.500000 Penalty: 4871.445801
	Iteration 14Q: 3 clusters Score -2933468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2933502.250000 Penalty: 4871.445801
	Iteration 15Q: 3 clusters Score -2933502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2933475.750000 Penalty: 4871.445801
	Iteration 16Q: 3 clusters Score -2933476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2933502.750000 Penalty: 4871.445801
	Iteration 17Q: 3 clusters Score -2933503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2933469.750000 Penalty: 4871.445801
	Iteration 18Q: 3 clusters Score -2933470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2933505.250000 Penalty: 4871.445801
	Iteration 19Q: 3 clusters Score -2933505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2933480.750000 Penalty: 4871.445801
	Iteration 20F: 3 clusters Score -2933481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2933478.250000 Penalty: 4871.445801
	Iteration 21Q: 3 clusters Score -2933478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2933482.250000 Penalty: 4871.445801
	Iteration 22Q: 3 clusters Score -2933482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2933449.250000 Penalty: 4871.445801
	Iteration 23Q: 3 clusters Score -2933449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2933474.000000 Penalty: 4871.445801
	Iteration 24Q: 3 clusters Score -2933474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2933490.250000 Penalty: 4871.445801
	Iteration 25Q: 3 clusters Score -2933490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2933502.000000 Penalty: 4871.445801
	Iteration 26Q: 3 clusters Score -2933502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2933481.000000 Penalty: 4871.445801
	Iteration 27Q: 3 clusters Score -2933481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2933514.250000 Penalty: 4871.445801
	Iteration 28Q: 3 clusters Score -2933514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2933481.500000 Penalty: 4871.445801
	Iteration 29Q: 3 clusters Score -2933482 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2933466 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2933503 nChanged 20
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	Iteration 32Q: 3 clusters Score -2933512 nChanged 22
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	Iteration 33Q: 3 clusters Score -2933453 nChanged 26
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2933505 nChanged 22
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	Iteration 35Q: 3 clusters Score -2933476 nChanged 19
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	Iteration 36Q: 3 clusters Score -2933488 nChanged 30
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2933501 nChanged 25
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	Iteration 38Q: 3 clusters Score -2933518 nChanged 28
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	Iteration 39Q: 3 clusters Score -2933498 nChanged 38
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2933517 nChanged 16
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	Iteration 41Q: 3 clusters Score -2933476 nChanged 21
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2933496 nChanged 23
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	Iteration 43Q: 3 clusters Score -2933482 nChanged 24
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	Iteration 44Q: 3 clusters Score -2933478 nChanged 25
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	Iteration 45Q: 3 clusters Score -2933493 nChanged 23
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	Iteration 46Q: 3 clusters Score -2933507 nChanged 20
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	Iteration 47Q: 3 clusters Score -2933482 nChanged 31
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	Iteration 49Q: 3 clusters Score -2933495 nChanged 23
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	Iteration 50Q: 3 clusters Score -2933489 nChanged 24
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	Iteration 51Q: 3 clusters Score -2933468 nChanged 14
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	Iteration 52Q: 3 clusters Score -2933518 nChanged 18
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2933483 nChanged 35
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	Iteration 56Q: 3 clusters Score -2933483 nChanged 22
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	Iteration 60F: 3 clusters Score -2933464 nChanged 26
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	Iteration 62Q: 3 clusters Score -2933490 nChanged 26
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	Iteration 67Q: 3 clusters Score -2933499 nChanged 22
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	Iteration 76Q: 3 clusters Score -2933485 nChanged 21
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	Iteration 77Q: 3 clusters Score -2933466 nChanged 35
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	Iteration 80F: 3 clusters Score -2933489 nChanged 24
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	Iteration 82Q: 3 clusters Score -2933468 nChanged 26
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	Iteration 86Q: 3 clusters Score -2933494 nChanged 29
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	Iteration 116Q: 3 clusters Score -2933490 nChanged 23
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	Iteration 128Q: 3 clusters Score -2933508 nChanged 26
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	Iteration 130Q: 3 clusters Score -2933494 nChanged 21
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	Iteration 131Q: 3 clusters Score -2933510 nChanged 23
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	Iteration 141Q: 3 clusters Score -2933510 nChanged 33
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	Iteration 143Q: 3 clusters Score -2933488 nChanged 29
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	Iteration 180F: 3 clusters Score -2933500 nChanged 25
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	Iteration 202Q: 3 clusters Score -2933476 nChanged 31
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	Iteration 203Q: 3 clusters Score -2933514 nChanged 28
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	Iteration 216Q: 3 clusters Score -2933480 nChanged 22
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	Iteration 218Q: 3 clusters Score -2933477 nChanged 25
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	Iteration 220F: 3 clusters Score -2933490 nChanged 30
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	Iteration 222Q: 3 clusters Score -2933499 nChanged 19
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	Iteration 223Q: 3 clusters Score -2933482 nChanged 32
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	Iteration 224Q: 3 clusters Score -2933490 nChanged 15
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	Iteration 225Q: 3 clusters Score -2933469 nChanged 31
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	Iteration 227Q: 3 clusters Score -2933478 nChanged 20
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	Iteration 229Q: 3 clusters Score -2933514 nChanged 23
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	Iteration 230Q: 3 clusters Score -2933485 nChanged 25
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	Iteration 231Q: 3 clusters Score -2933501 nChanged 23
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	Iteration 232Q: 3 clusters Score -2933512 nChanged 30
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	Iteration 237Q: 3 clusters Score -2933465 nChanged 26
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	Iteration 241Q: 3 clusters Score -2933512 nChanged 28
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	Iteration 250Q: 3 clusters Score -2933485 nChanged 23
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	Iteration 257Q: 3 clusters Score -2933495 nChanged 20
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	Iteration 259Q: 3 clusters Score -2933499 nChanged 19
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	Iteration 261Q: 3 clusters Score -2933521 nChanged 21
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	Iteration 263Q: 3 clusters Score -2933494 nChanged 31
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	Iteration 264Q: 3 clusters Score -2933518 nChanged 28
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	Iteration 269Q: 3 clusters Score -2933511 nChanged 26
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	Iteration 271Q: 3 clusters Score -2933483 nChanged 39
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	Iteration 273Q: 3 clusters Score -2933514 nChanged 19
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	Iteration 275Q: 3 clusters Score -2933479 nChanged 27
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	Iteration 278Q: 3 clusters Score -2933463 nChanged 27
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	Iteration 280F: 3 clusters Score -2933483 nChanged 26
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	Iteration 283Q: 3 clusters Score -2933488 nChanged 25
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	Iteration 289Q: 3 clusters Score -2933518 nChanged 17
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	Iteration 300F: 3 clusters Score -2933490 nChanged 30
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	Iteration 312Q: 3 clusters Score -2933481 nChanged 10
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	Iteration 320F: 3 clusters Score -2933486 nChanged 24
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	Iteration 323Q: 3 clusters Score -2933496 nChanged 26
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	Iteration 356Q: 3 clusters Score -2933486 nChanged 23
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Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2933461.500000 Penalty: 4871.445801
	Iteration 494Q: 3 clusters Score -2933462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2933486.250000 Penalty: 4871.445801
	Iteration 495Q: 3 clusters Score -2933486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2933507.250000 Penalty: 4871.445801
	Iteration 496Q: 3 clusters Score -2933507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2933496.750000 Penalty: 4871.445801
	Iteration 497Q: 3 clusters Score -2933497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2933474.250000 Penalty: 4871.445801
	Iteration 498Q: 3 clusters Score -2933474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2933496.750000 Penalty: 4871.445801
	Iteration 499Q: 3 clusters Score -2933497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2933489.750000 Penalty: 4871.445801
	Iteration 500F: 3 clusters Score -2933490 nChanged 32
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Entering Unmasked Estep 
Score: -134107352.000000 Penalty: 93226.648438
Splitting cluster 8 changes total score from -134048224.000000 to -134107352.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (40413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Entering Unmasked Estep 
Score: -4830832.000000 Penalty: 2630.512939
	Iteration 0F: 2 clusters Score -4830832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4803631.500000 Penalty: 5261.025879
	Iteration 0F: 3 clusters Score -4803632 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4816275.000000 Penalty: 5261.025879
	Iteration 1F: 3 clusters Score -4816275 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4820233.500000 Penalty: 5261.025879
	Iteration 2F: 3 clusters Score -4820234 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4825125.000000 Penalty: 5261.025879
	Iteration 3F: 3 clusters Score -4825125 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4829343.000000 Penalty: 5261.025879
	Iteration 4F: 3 clusters Score -4829343 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4832517.500000 Penalty: 5261.025879
	Iteration 5F: 3 clusters Score -4832518 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4835837.500000 Penalty: 5261.025879
	Iteration 6F: 3 clusters Score -4835838 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4843076.000000 Penalty: 5261.025879
	Iteration 7Q: 3 clusters Score -4843076 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4849456.000000 Penalty: 5261.025879
	Iteration 8F: 3 clusters Score -4849456 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4850744.500000 Penalty: 5261.025879
	Iteration 9Q: 3 clusters Score -4850744 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4851831.500000 Penalty: 5261.025879
	Iteration 10Q: 3 clusters Score -4851832 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4852837.000000 Penalty: 5261.025879
	Iteration 11Q: 3 clusters Score -4852837 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4853693.500000 Penalty: 5261.025879
	Iteration 12Q: 3 clusters Score -4853694 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4854287.000000 Penalty: 5261.025879
	Iteration 13Q: 3 clusters Score -4854287 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4854465.500000 Penalty: 5261.025879
	Iteration 14Q: 3 clusters Score -4854466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4854533.500000 Penalty: 5261.025879
	Iteration 15Q: 3 clusters Score -4854534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4854548.500000 Penalty: 5261.025879
	Iteration 16Q: 3 clusters Score -4854548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4854557.000000 Penalty: 5261.025879
	Iteration 17Q: 3 clusters Score -4854557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4854553.500000 Penalty: 5261.025879
	Iteration 18Q: 3 clusters Score -4854554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4854557.500000 Penalty: 5261.025879
	Iteration 19Q: 3 clusters Score -4854558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -4854553.000000 Penalty: 5261.025879
	Iteration 20F: 3 clusters Score -4854553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4854558.000000 Penalty: 5261.025879
	Iteration 21Q: 3 clusters Score -4854558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4854550.500000 Penalty: 5261.025879
	Iteration 22Q: 3 clusters Score -4854550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4854556.500000 Penalty: 5261.025879
	Iteration 23Q: 3 clusters Score -4854556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4854574.000000 Penalty: 5261.025879
	Iteration 24Q: 3 clusters Score -4854574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4854582.000000 Penalty: 5261.025879
	Iteration 25Q: 3 clusters Score -4854582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4854579.500000 Penalty: 5261.025879
	Iteration 26Q: 3 clusters Score -4854580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4854591.000000 Penalty: 5261.025879
	Iteration 27Q: 3 clusters Score -4854591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4854580.000000 Penalty: 5261.025879
	Iteration 28Q: 3 clusters Score -4854580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4854591.000000 Penalty: 5261.025879
	Iteration 29Q: 3 clusters Score -4854591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -4854588.500000 Penalty: 5261.025879
	Iteration 30Q: 3 clusters Score -4854588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4854591.500000 Penalty: 5261.025879
	Iteration 31Q: 3 clusters Score -4854592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4854582.000000 Penalty: 5261.025879
	Iteration 32Q: 3 clusters Score -4854582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4854582.500000 Penalty: 5261.025879
	Iteration 33Q: 3 clusters Score -4854582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4854577.000000 Penalty: 5261.025879
	Iteration 34Q: 3 clusters Score -4854577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -4854588.000000 Penalty: 5261.025879
	Iteration 35Q: 3 clusters Score -4854588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -4854589.000000 Penalty: 5261.025879
	Iteration 36Q: 3 clusters Score -4854589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4854588.500000 Penalty: 5261.025879
	Iteration 37Q: 3 clusters Score -4854588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4854585.000000 Penalty: 5261.025879
	Iteration 38Q: 3 clusters Score -4854585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -4854584.000000 Penalty: 5261.025879
	Iteration 39Q: 3 clusters Score -4854584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4854582.000000 Penalty: 5261.025879
	Iteration 40F: 3 clusters Score -4854582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4854583.500000 Penalty: 5261.025879
	Iteration 41Q: 3 clusters Score -4854584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4854583.500000 Penalty: 5261.025879
	Iteration 42F: 3 clusters Score -4854584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Entering Unmasked Estep 
Score: -134129704.000000 Penalty: 96679.484375
Splitting cluster 9 changes total score from -134048224.000000 to -134129704.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (23432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Entering Unmasked Estep 
Score: -2768472.000000 Penalty: 2495.340820
	Iteration 0F: 2 clusters Score -2768472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2752274.750000 Penalty: 4990.681641
	Iteration 0F: 3 clusters Score -2752275 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2760891.500000 Penalty: 4990.681641
	Iteration 1F: 3 clusters Score -2760892 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2767348.500000 Penalty: 4990.681641
	Iteration 2F: 3 clusters Score -2767348 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2774419.500000 Penalty: 4990.681641
	Iteration 3F: 3 clusters Score -2774420 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2777845.250000 Penalty: 4990.681641
	Iteration 4F: 3 clusters Score -2777845 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2778949.500000 Penalty: 4990.681641
	Iteration 5F: 3 clusters Score -2778950 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2779389.500000 Penalty: 4990.681641
	Iteration 6Q: 3 clusters Score -2779390 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2779651.250000 Penalty: 4990.681641
	Iteration 7Q: 3 clusters Score -2779651 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2779812.750000 Penalty: 4990.681641
	Iteration 8Q: 3 clusters Score -2779813 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2779932.000000 Penalty: 4990.681641
	Iteration 9Q: 3 clusters Score -2779932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2780067.500000 Penalty: 4990.681641
	Iteration 10Q: 3 clusters Score -2780068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2780241.750000 Penalty: 4990.681641
	Iteration 11Q: 3 clusters Score -2780242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2780559.750000 Penalty: 4990.681641
	Iteration 12Q: 3 clusters Score -2780560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2781083.250000 Penalty: 4990.681641
	Iteration 13Q: 3 clusters Score -2781083 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2781501.000000 Penalty: 4990.681641
	Iteration 14Q: 3 clusters Score -2781501 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2781669.000000 Penalty: 4990.681641
	Iteration 15Q: 3 clusters Score -2781669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2781814.000000 Penalty: 4990.681641
	Iteration 16Q: 3 clusters Score -2781814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2781993.250000 Penalty: 4990.681641
	Iteration 17Q: 3 clusters Score -2781993 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2782157.500000 Penalty: 4990.681641
	Iteration 18Q: 3 clusters Score -2782158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2782312.500000 Penalty: 4990.681641
	Iteration 19Q: 3 clusters Score -2782312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2782413.500000 Penalty: 4990.681641
	Iteration 20F: 3 clusters Score -2782414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2782488.250000 Penalty: 4990.681641
	Iteration 21Q: 3 clusters Score -2782488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2782536.250000 Penalty: 4990.681641
	Iteration 22Q: 3 clusters Score -2782536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2782618.750000 Penalty: 4990.681641
	Iteration 23Q: 3 clusters Score -2782619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2782702.000000 Penalty: 4990.681641
	Iteration 24Q: 3 clusters Score -2782702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2782824.750000 Penalty: 4990.681641
	Iteration 25Q: 3 clusters Score -2782825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2782875.000000 Penalty: 4990.681641
	Iteration 26Q: 3 clusters Score -2782875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2782899.500000 Penalty: 4990.681641
	Iteration 27Q: 3 clusters Score -2782900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2782904.250000 Penalty: 4990.681641
	Iteration 28Q: 3 clusters Score -2782904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2782910.000000 Penalty: 4990.681641
	Iteration 29Q: 3 clusters Score -2782910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2782906.500000 Penalty: 4990.681641
	Iteration 30Q: 3 clusters Score -2782906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2782906.500000 Penalty: 4990.681641
	Iteration 31F: 3 clusters Score -2782906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Entering Unmasked Estep 
Score: -134142864.000000 Penalty: 100132.328125
Splitting cluster 10 changes total score from -134048224.000000 to -134142864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (49825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Entering Unmasked Estep 
Score: -6122022.000000 Penalty: 2682.435303
	Iteration 0F: 2 clusters Score -6122022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6088339.500000 Penalty: 5364.870605
	Iteration 0F: 3 clusters Score -6088340 nChanged 23067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6101997.000000 Penalty: 5364.870605
	Iteration 1F: 3 clusters Score -6101997 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6103823.000000 Penalty: 5364.870605
	Iteration 2F: 3 clusters Score -6103823 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6106392.500000 Penalty: 5364.870605
	Iteration 3F: 3 clusters Score -6106392 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6109085.000000 Penalty: 5364.870605
	Iteration 4F: 3 clusters Score -6109085 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -6111431.500000 Penalty: 5364.870605
	Iteration 5F: 3 clusters Score -6111432 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6113437.500000 Penalty: 5364.870605
	Iteration 6F: 3 clusters Score -6113438 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -6115175.000000 Penalty: 5364.870605
	Iteration 7F: 3 clusters Score -6115175 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6116797.500000 Penalty: 5364.870605
	Iteration 8Q: 3 clusters Score -6116798 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6118303.000000 Penalty: 5364.870605
	Iteration 9Q: 3 clusters Score -6118303 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6119467.500000 Penalty: 5364.870605
	Iteration 10Q: 3 clusters Score -6119468 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -6120394.000000 Penalty: 5364.870605
	Iteration 11Q: 3 clusters Score -6120394 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -6121118.500000 Penalty: 5364.870605
	Iteration 12Q: 3 clusters Score -6121118 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6121637.500000 Penalty: 5364.870605
	Iteration 13Q: 3 clusters Score -6121638 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -6121980.500000 Penalty: 5364.870605
	Iteration 14Q: 3 clusters Score -6121980 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6122242.500000 Penalty: 5364.870605
	Iteration 15Q: 3 clusters Score -6122242 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -6122430.000000 Penalty: 5364.870605
	Iteration 16Q: 3 clusters Score -6122430 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6122601.000000 Penalty: 5364.870605
	Iteration 17Q: 3 clusters Score -6122601 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6122773.500000 Penalty: 5364.870605
	Iteration 18Q: 3 clusters Score -6122774 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -6122936.000000 Penalty: 5364.870605
	Iteration 19Q: 3 clusters Score -6122936 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6123021.000000 Penalty: 5364.870605
	Iteration 20F: 3 clusters Score -6123021 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -6123104.000000 Penalty: 5364.870605
	Iteration 21Q: 3 clusters Score -6123104 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -6123192.000000 Penalty: 5364.870605
	Iteration 22Q: 3 clusters Score -6123192 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -6123273.500000 Penalty: 5364.870605
	Iteration 23Q: 3 clusters Score -6123274 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6123352.500000 Penalty: 5364.870605
	Iteration 24Q: 3 clusters Score -6123352 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -6123426.000000 Penalty: 5364.870605
	Iteration 25Q: 3 clusters Score -6123426 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6123470.000000 Penalty: 5364.870605
	Iteration 26Q: 3 clusters Score -6123470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -6123515.500000 Penalty: 5364.870605
	Iteration 27Q: 3 clusters Score -6123516 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6123541.500000 Penalty: 5364.870605
	Iteration 28Q: 3 clusters Score -6123542 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6123572.000000 Penalty: 5364.870605
	Iteration 29Q: 3 clusters Score -6123572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -6123608.000000 Penalty: 5364.870605
	Iteration 30Q: 3 clusters Score -6123608 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -6123647.500000 Penalty: 5364.870605
	Iteration 31Q: 3 clusters Score -6123648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6123672.000000 Penalty: 5364.870605
	Iteration 32Q: 3 clusters Score -6123672 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6123700.500000 Penalty: 5364.870605
	Iteration 33Q: 3 clusters Score -6123700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -6123732.500000 Penalty: 5364.870605
	Iteration 34Q: 3 clusters Score -6123732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -6123721.000000 Penalty: 5364.870605
	Iteration 35Q: 3 clusters Score -6123721 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6123739.000000 Penalty: 5364.870605
	Iteration 36Q: 3 clusters Score -6123739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6123753.500000 Penalty: 5364.870605
	Iteration 37Q: 3 clusters Score -6123754 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -6123760.000000 Penalty: 5364.870605
	Iteration 38Q: 3 clusters Score -6123760 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -6123776.000000 Penalty: 5364.870605
	Iteration 39Q: 3 clusters Score -6123776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -6123768.500000 Penalty: 5364.870605
	Iteration 40F: 3 clusters Score -6123768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -6123767.500000 Penalty: 5364.870605
	Iteration 41Q: 3 clusters Score -6123768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6123794.000000 Penalty: 5364.870605
	Iteration 42Q: 3 clusters Score -6123794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -6123806.500000 Penalty: 5364.870605
	Iteration 43Q: 3 clusters Score -6123806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6123805.000000 Penalty: 5364.870605
	Iteration 44Q: 3 clusters Score -6123805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6123818.500000 Penalty: 5364.870605
	Iteration 45Q: 3 clusters Score -6123818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6123817.500000 Penalty: 5364.870605
	Iteration 46Q: 3 clusters Score -6123818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -6123827.500000 Penalty: 5364.870605
	Iteration 47Q: 3 clusters Score -6123828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -6123861.500000 Penalty: 5364.870605
	Iteration 48Q: 3 clusters Score -6123862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -6123871.500000 Penalty: 5364.870605
	Iteration 49Q: 3 clusters Score -6123872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -6123874.000000 Penalty: 5364.870605
	Iteration 50Q: 3 clusters Score -6123874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -6123874.500000 Penalty: 5364.870605
	Iteration 51Q: 3 clusters Score -6123874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -6123889.500000 Penalty: 5364.870605
	Iteration 52Q: 3 clusters Score -6123890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -6123892.000000 Penalty: 5364.870605
	Iteration 53Q: 3 clusters Score -6123892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -6123902.000000 Penalty: 5364.870605
	Iteration 54Q: 3 clusters Score -6123902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -6123909.500000 Penalty: 5364.870605
	Iteration 55Q: 3 clusters Score -6123910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -6123898.000000 Penalty: 5364.870605
	Iteration 56Q: 3 clusters Score -6123898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -6123924.000000 Penalty: 5364.870605
	Iteration 57Q: 3 clusters Score -6123924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -6123931.500000 Penalty: 5364.870605
	Iteration 58Q: 3 clusters Score -6123932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -6123938.000000 Penalty: 5364.870605
	Iteration 59Q: 3 clusters Score -6123938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -6123937.000000 Penalty: 5364.870605
	Iteration 60F: 3 clusters Score -6123937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6123946.500000 Penalty: 5364.870605
	Iteration 61Q: 3 clusters Score -6123946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6123950.500000 Penalty: 5364.870605
	Iteration 62Q: 3 clusters Score -6123950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -6123942.500000 Penalty: 5364.870605
	Iteration 63Q: 3 clusters Score -6123942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6123936.000000 Penalty: 5364.870605
	Iteration 64Q: 3 clusters Score -6123936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -6123936.500000 Penalty: 5364.870605
	Iteration 65Q: 3 clusters Score -6123936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -6123942.000000 Penalty: 5364.870605
	Iteration 66Q: 3 clusters Score -6123942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -6123947.500000 Penalty: 5364.870605
	Iteration 67Q: 3 clusters Score -6123948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -6123937.000000 Penalty: 5364.870605
	Iteration 68Q: 3 clusters Score -6123937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -6123948.000000 Penalty: 5364.870605
	Iteration 69Q: 3 clusters Score -6123948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -6123946.000000 Penalty: 5364.870605
	Iteration 70Q: 3 clusters Score -6123946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6123936.500000 Penalty: 5364.870605
	Iteration 71Q: 3 clusters Score -6123936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -6123927.500000 Penalty: 5364.870605
	Iteration 72Q: 3 clusters Score -6123928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -6123936.000000 Penalty: 5364.870605
	Iteration 73Q: 3 clusters Score -6123936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6123937.000000 Penalty: 5364.870605
	Iteration 74Q: 3 clusters Score -6123937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -6123936.500000 Penalty: 5364.870605
	Iteration 75Q: 3 clusters Score -6123936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -6123934.500000 Penalty: 5364.870605
	Iteration 76Q: 3 clusters Score -6123934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6123933.000000 Penalty: 5364.870605
	Iteration 77Q: 3 clusters Score -6123933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -6123935.000000 Penalty: 5364.870605
	Iteration 78Q: 3 clusters Score -6123935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6123944.500000 Penalty: 5364.870605
	Iteration 79Q: 3 clusters Score -6123944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -6123942.500000 Penalty: 5364.870605
	Iteration 80F: 3 clusters Score -6123942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -6123947.000000 Penalty: 5364.870605
	Iteration 81Q: 3 clusters Score -6123947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -6123947.000000 Penalty: 5364.870605
	Iteration 82F: 3 clusters Score -6123947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 87285 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Entering Unmasked Estep 
Score: -134144424.000000 Penalty: 103585.164062
Splitting cluster 11 changes total score from -134048224.000000 to -134144424.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (87285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Entering Unmasked Estep 
Score: -10522543.000000 Penalty: 2821.479736
	Iteration 0F: 2 clusters Score -1.052254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -10464022.000000 Penalty: 5642.959473
	Iteration 0F: 3 clusters Score -1.046402e+07 nChanged 41112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -10489536.000000 Penalty: 5642.959473
	Iteration 1F: 3 clusters Score -1.048954e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -10494246.000000 Penalty: 5642.959473
	Iteration 2F: 3 clusters Score -1.049425e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -10502625.000000 Penalty: 5642.959473
	Iteration 3F: 3 clusters Score -1.050262e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -10514394.000000 Penalty: 5642.959473
	Iteration 4F: 3 clusters Score -1.051439e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -10523649.000000 Penalty: 5642.959473
	Iteration 5F: 3 clusters Score -1.052365e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -10528213.000000 Penalty: 5642.959473
	Iteration 6F: 3 clusters Score -1.052821e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -10530176.000000 Penalty: 5642.959473
	Iteration 7Q: 3 clusters Score -1.053018e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -10531015.000000 Penalty: 5642.959473
	Iteration 8Q: 3 clusters Score -1.053102e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -10531631.000000 Penalty: 5642.959473
	Iteration 9Q: 3 clusters Score -1.053163e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -10532201.000000 Penalty: 5642.959473
	Iteration 10Q: 3 clusters Score -1.05322e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -10532628.000000 Penalty: 5642.959473
	Iteration 11Q: 3 clusters Score -1.053263e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -10533049.000000 Penalty: 5642.959473
	Iteration 12Q: 3 clusters Score -1.053305e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -10533394.000000 Penalty: 5642.959473
	Iteration 13Q: 3 clusters Score -1.053339e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -10533779.000000 Penalty: 5642.959473
	Iteration 14Q: 3 clusters Score -1.053378e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -10534172.000000 Penalty: 5642.959473
	Iteration 15Q: 3 clusters Score -1.053417e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -10534742.000000 Penalty: 5642.959473
	Iteration 16Q: 3 clusters Score -1.053474e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -10535253.000000 Penalty: 5642.959473
	Iteration 17Q: 3 clusters Score -1.053525e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -10535740.000000 Penalty: 5642.959473
	Iteration 18Q: 3 clusters Score -1.053574e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -10536145.000000 Penalty: 5642.959473
	Iteration 19Q: 3 clusters Score -1.053614e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -10536399.000000 Penalty: 5642.959473
	Iteration 20F: 3 clusters Score -1.05364e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -10536669.000000 Penalty: 5642.959473
	Iteration 21Q: 3 clusters Score -1.053667e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -10536931.000000 Penalty: 5642.959473
	Iteration 22Q: 3 clusters Score -1.053693e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -10537066.000000 Penalty: 5642.959473
	Iteration 23Q: 3 clusters Score -1.053707e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -10537238.000000 Penalty: 5642.959473
	Iteration 24Q: 3 clusters Score -1.053724e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -10537341.000000 Penalty: 5642.959473
	Iteration 25Q: 3 clusters Score -1.053734e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -10537430.000000 Penalty: 5642.959473
	Iteration 26Q: 3 clusters Score -1.053743e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -10537544.000000 Penalty: 5642.959473
	Iteration 27Q: 3 clusters Score -1.053754e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -10537569.000000 Penalty: 5642.959473
	Iteration 28Q: 3 clusters Score -1.053757e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -10537641.000000 Penalty: 5642.959473
	Iteration 29Q: 3 clusters Score -1.053764e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -10537720.000000 Penalty: 5642.959473
	Iteration 30Q: 3 clusters Score -1.053772e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -10537709.000000 Penalty: 5642.959473
	Iteration 31Q: 3 clusters Score -1.053771e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -10537766.000000 Penalty: 5642.959473
	Iteration 32Q: 3 clusters Score -1.053777e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -10537796.000000 Penalty: 5642.959473
	Iteration 33Q: 3 clusters Score -1.05378e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -10537871.000000 Penalty: 5642.959473
	Iteration 34Q: 3 clusters Score -1.053787e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -10537872.000000 Penalty: 5642.959473
	Iteration 35Q: 3 clusters Score -1.053787e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -10537923.000000 Penalty: 5642.959473
	Iteration 36Q: 3 clusters Score -1.053792e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -10537946.000000 Penalty: 5642.959473
	Iteration 37Q: 3 clusters Score -1.053795e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -10537949.000000 Penalty: 5642.959473
	Iteration 38Q: 3 clusters Score -1.053795e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -10537944.000000 Penalty: 5642.959473
	Iteration 39Q: 3 clusters Score -1.053794e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -10537911.000000 Penalty: 5642.959473
	Iteration 40F: 3 clusters Score -1.053791e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10537923.000000 Penalty: 5642.959473
	Iteration 41Q: 3 clusters Score -1.053792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -10537973.000000 Penalty: 5642.959473
	Iteration 42Q: 3 clusters Score -1.053797e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -10538002.000000 Penalty: 5642.959473
	Iteration 43Q: 3 clusters Score -1.0538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -10537983.000000 Penalty: 5642.959473
	Iteration 44Q: 3 clusters Score -1.053798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -10538009.000000 Penalty: 5642.959473
	Iteration 45Q: 3 clusters Score -1.053801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -10537991.000000 Penalty: 5642.959473
	Iteration 46Q: 3 clusters Score -1.053799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -10537986.000000 Penalty: 5642.959473
	Iteration 47Q: 3 clusters Score -1.053799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -10537971.000000 Penalty: 5642.959473
	Iteration 48Q: 3 clusters Score -1.053797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -10537960.000000 Penalty: 5642.959473
	Iteration 49Q: 3 clusters Score -1.053796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -10537971.000000 Penalty: 5642.959473
	Iteration 50Q: 3 clusters Score -1.053797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -10537961.000000 Penalty: 5642.959473
	Iteration 51Q: 3 clusters Score -1.053796e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -10537961.000000 Penalty: 5642.959473
	Iteration 52Q: 3 clusters Score -1.053796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -10537956.000000 Penalty: 5642.959473
	Iteration 53Q: 3 clusters Score -1.053796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -10537959.000000 Penalty: 5642.959473
	Iteration 54Q: 3 clusters Score -1.053796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -10537958.000000 Penalty: 5642.959473
	Iteration 55Q: 3 clusters Score -1.053796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -10537953.000000 Penalty: 5642.959473
	Iteration 56Q: 3 clusters Score -1.053795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -10537954.000000 Penalty: 5642.959473
	Iteration 57Q: 3 clusters Score -1.053795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -10537949.000000 Penalty: 5642.959473
	Iteration 58Q: 3 clusters Score -1.053795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -10537932.000000 Penalty: 5642.959473
	Iteration 59Q: 3 clusters Score -1.053793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -10537952.000000 Penalty: 5642.959473
	Iteration 60F: 3 clusters Score -1.053795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -10537942.000000 Penalty: 5642.959473
	Iteration 61Q: 3 clusters Score -1.053794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -10537930.000000 Penalty: 5642.959473
	Iteration 62Q: 3 clusters Score -1.053793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -10537932.000000 Penalty: 5642.959473
	Iteration 63Q: 3 clusters Score -1.053793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -10537932.000000 Penalty: 5642.959473
	Iteration 64Q: 3 clusters Score -1.053793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -10537940.000000 Penalty: 5642.959473
	Iteration 65Q: 3 clusters Score -1.053794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -10537922.000000 Penalty: 5642.959473
	Iteration 66Q: 3 clusters Score -1.053792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -10537933.000000 Penalty: 5642.959473
	Iteration 67Q: 3 clusters Score -1.053793e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -10537934.000000 Penalty: 5642.959473
	Iteration 68Q: 3 clusters Score -1.053793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -10537933.000000 Penalty: 5642.959473
	Iteration 69Q: 3 clusters Score -1.053793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -10537936.000000 Penalty: 5642.959473
	Iteration 70Q: 3 clusters Score -1.053794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -10537935.000000 Penalty: 5642.959473
	Iteration 71Q: 3 clusters Score -1.053794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -10537949.000000 Penalty: 5642.959473
	Iteration 72Q: 3 clusters Score -1.053795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -10537954.000000 Penalty: 5642.959473
	Iteration 73Q: 3 clusters Score -1.053795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -10537952.000000 Penalty: 5642.959473
	Iteration 74Q: 3 clusters Score -1.053795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -10537959.000000 Penalty: 5642.959473
	Iteration 75Q: 3 clusters Score -1.053796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -10537959.000000 Penalty: 5642.959473
	Iteration 76Q: 3 clusters Score -1.053796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -10537976.000000 Penalty: 5642.959473
	Iteration 77Q: 3 clusters Score -1.053798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -10537971.000000 Penalty: 5642.959473
	Iteration 78Q: 3 clusters Score -1.053797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -10537969.000000 Penalty: 5642.959473
	Iteration 79Q: 3 clusters Score -1.053797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -10537967.000000 Penalty: 5642.959473
	Iteration 80F: 3 clusters Score -1.053797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -10537968.000000 Penalty: 5642.959473
	Iteration 81Q: 3 clusters Score -1.053797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -10537963.000000 Penalty: 5642.959473
	Iteration 82Q: 3 clusters Score -1.053796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -10537964.000000 Penalty: 5642.959473
	Iteration 83Q: 3 clusters Score -1.053796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -10537958.000000 Penalty: 5642.959473
	Iteration 84Q: 3 clusters Score -1.053796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -10537947.000000 Penalty: 5642.959473
	Iteration 85Q: 3 clusters Score -1.053795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -10537956.000000 Penalty: 5642.959473
	Iteration 86Q: 3 clusters Score -1.053796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -10537965.000000 Penalty: 5642.959473
	Iteration 87Q: 3 clusters Score -1.053796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -10537965.000000 Penalty: 5642.959473
	Iteration 88Q: 3 clusters Score -1.053796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -10537964.000000 Penalty: 5642.959473
	Iteration 89Q: 3 clusters Score -1.053796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -10537958.000000 Penalty: 5642.959473
	Iteration 90Q: 3 clusters Score -1.053796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10537967.000000 Penalty: 5642.959473
	Iteration 91Q: 3 clusters Score -1.053797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -10537952.000000 Penalty: 5642.959473
	Iteration 92Q: 3 clusters Score -1.053795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -10537965.000000 Penalty: 5642.959473
	Iteration 93Q: 3 clusters Score -1.053796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -10537980.000000 Penalty: 5642.959473
	Iteration 94Q: 3 clusters Score -1.053798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -10537979.000000 Penalty: 5642.959473
	Iteration 95Q: 3 clusters Score -1.053798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -10537973.000000 Penalty: 5642.959473
	Iteration 96Q: 3 clusters Score -1.053797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -10537966.000000 Penalty: 5642.959473
	Iteration 97Q: 3 clusters Score -1.053797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -10537968.000000 Penalty: 5642.959473
	Iteration 98Q: 3 clusters Score -1.053797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -10537962.000000 Penalty: 5642.959473
	Iteration 99Q: 3 clusters Score -1.053796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -10537959.000000 Penalty: 5642.959473
	Iteration 100F: 3 clusters Score -1.053796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -10537965.000000 Penalty: 5642.959473
	Iteration 101Q: 3 clusters Score -1.053796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -10537962.000000 Penalty: 5642.959473
	Iteration 102Q: 3 clusters Score -1.053796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -10537968.000000 Penalty: 5642.959473
	Iteration 103Q: 3 clusters Score -1.053797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -10537966.000000 Penalty: 5642.959473
	Iteration 104Q: 3 clusters Score -1.053797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -10537967.000000 Penalty: 5642.959473
	Iteration 105Q: 3 clusters Score -1.053797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -10537978.000000 Penalty: 5642.959473
	Iteration 106Q: 3 clusters Score -1.053798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -10537985.000000 Penalty: 5642.959473
	Iteration 107Q: 3 clusters Score -1.053798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -10537988.000000 Penalty: 5642.959473
	Iteration 108Q: 3 clusters Score -1.053799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -10537981.000000 Penalty: 5642.959473
	Iteration 109Q: 3 clusters Score -1.053798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -10537977.000000 Penalty: 5642.959473
	Iteration 110Q: 3 clusters Score -1.053798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -10537980.000000 Penalty: 5642.959473
	Iteration 111Q: 3 clusters Score -1.053798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -10537981.000000 Penalty: 5642.959473
	Iteration 112Q: 3 clusters Score -1.053798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -10537981.000000 Penalty: 5642.959473
	Iteration 113Q: 3 clusters Score -1.053798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -10537986.000000 Penalty: 5642.959473
	Iteration 114Q: 3 clusters Score -1.053799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -10537979.000000 Penalty: 5642.959473
	Iteration 115Q: 3 clusters Score -1.053798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -10537981.000000 Penalty: 5642.959473
	Iteration 116Q: 3 clusters Score -1.053798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -10537973.000000 Penalty: 5642.959473
	Iteration 117Q: 3 clusters Score -1.053797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -10537981.000000 Penalty: 5642.959473
	Iteration 118Q: 3 clusters Score -1.053798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -10537984.000000 Penalty: 5642.959473
	Iteration 119Q: 3 clusters Score -1.053798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -10537986.000000 Penalty: 5642.959473
	Iteration 120F: 3 clusters Score -1.053799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -10537974.000000 Penalty: 5642.959473
	Iteration 121Q: 3 clusters Score -1.053797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -10537971.000000 Penalty: 5642.959473
	Iteration 122Q: 3 clusters Score -1.053797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -10537971.000000 Penalty: 5642.959473
	Iteration 123Q: 3 clusters Score -1.053797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -10537964.000000 Penalty: 5642.959473
	Iteration 124Q: 3 clusters Score -1.053796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -10537964.000000 Penalty: 5642.959473
	Iteration 125Q: 3 clusters Score -1.053796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -10537968.000000 Penalty: 5642.959473
	Iteration 126Q: 3 clusters Score -1.053797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -10537966.000000 Penalty: 5642.959473
	Iteration 127Q: 3 clusters Score -1.053797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10537964.000000 Penalty: 5642.959473
	Iteration 128Q: 3 clusters Score -1.053796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -10537963.000000 Penalty: 5642.959473
	Iteration 129Q: 3 clusters Score -1.053796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -10537963.000000 Penalty: 5642.959473
	Iteration 130F: 3 clusters Score -1.053796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Entering Unmasked Estep 
Score: -134160416.000000 Penalty: 107038.000000
Splitting cluster 12 changes total score from -134048224.000000 to -134160416.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2277306.750000 Penalty: 2439.768311
	Iteration 0F: 2 clusters Score -2277307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2264256.250000 Penalty: 4879.536621
	Iteration 0F: 3 clusters Score -2264256 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2271217.750000 Penalty: 4879.536621
	Iteration 1F: 3 clusters Score -2271218 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2273724.250000 Penalty: 4879.536621
	Iteration 2F: 3 clusters Score -2273724 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2276749.500000 Penalty: 4879.536621
	Iteration 3F: 3 clusters Score -2276750 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2279745.250000 Penalty: 4879.536621
	Iteration 4F: 3 clusters Score -2279745 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2281166.000000 Penalty: 4879.536621
	Iteration 5F: 3 clusters Score -2281166 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2281610.750000 Penalty: 4879.536621
	Iteration 6Q: 3 clusters Score -2281611 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2281801.750000 Penalty: 4879.536621
	Iteration 7Q: 3 clusters Score -2281802 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2281914.250000 Penalty: 4879.536621
	Iteration 8Q: 3 clusters Score -2281914 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2281994.750000 Penalty: 4879.536621
	Iteration 9Q: 3 clusters Score -2281995 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2282094.250000 Penalty: 4879.536621
	Iteration 10Q: 3 clusters Score -2282094 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2282205.750000 Penalty: 4879.536621
	Iteration 11Q: 3 clusters Score -2282206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2282421.500000 Penalty: 4879.536621
	Iteration 12Q: 3 clusters Score -2282422 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2282944.250000 Penalty: 4879.536621
	Iteration 13Q: 3 clusters Score -2282944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2284390.500000 Penalty: 4879.536621
	Iteration 14Q: 3 clusters Score -2284390 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2285226.500000 Penalty: 4879.536621
	Iteration 15Q: 3 clusters Score -2285226 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2285285.750000 Penalty: 4879.536621
	Iteration 16Q: 3 clusters Score -2285286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2285301.250000 Penalty: 4879.536621
	Iteration 17Q: 3 clusters Score -2285301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2285305.750000 Penalty: 4879.536621
	Iteration 18Q: 3 clusters Score -2285306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2285309.000000 Penalty: 4879.536621
	Iteration 19Q: 3 clusters Score -2285309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2285305.250000 Penalty: 4879.536621
	Iteration 20F: 3 clusters Score -2285305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2285307.250000 Penalty: 4879.536621
	Iteration 21Q: 3 clusters Score -2285307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2285308.250000 Penalty: 4879.536621
	Iteration 22Q: 3 clusters Score -2285308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2285305.000000 Penalty: 4879.536621
	Iteration 23Q: 3 clusters Score -2285305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2285305.750000 Penalty: 4879.536621
	Iteration 24Q: 3 clusters Score -2285306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2285305.750000 Penalty: 4879.536621
	Iteration 25F: 3 clusters Score -2285306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Entering Unmasked Estep 
Score: -134167392.000000 Penalty: 110490.843750
Splitting cluster 13 changes total score from -134048224.000000 to -134167392.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (36437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Entering Unmasked Estep 
Score: -4551414.000000 Penalty: 2604.828369
	Iteration 0F: 2 clusters Score -4551414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4526616.000000 Penalty: 5209.656738
	Iteration 0F: 3 clusters Score -4526616 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4536973.000000 Penalty: 5209.656738
	Iteration 1F: 3 clusters Score -4536973 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4540277.500000 Penalty: 5209.656738
	Iteration 2F: 3 clusters Score -4540278 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4543870.000000 Penalty: 5209.656738
	Iteration 3F: 3 clusters Score -4543870 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -4546801.500000 Penalty: 5209.656738
	Iteration 4F: 3 clusters Score -4546802 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4549284.500000 Penalty: 5209.656738
	Iteration 5F: 3 clusters Score -4549284 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -4551431.500000 Penalty: 5209.656738
	Iteration 6F: 3 clusters Score -4551432 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4553214.000000 Penalty: 5209.656738
	Iteration 7F: 3 clusters Score -4553214 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4554565.000000 Penalty: 5209.656738
	Iteration 8Q: 3 clusters Score -4554565 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4555516.000000 Penalty: 5209.656738
	Iteration 9Q: 3 clusters Score -4555516 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4556046.000000 Penalty: 5209.656738
	Iteration 10Q: 3 clusters Score -4556046 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4556305.500000 Penalty: 5209.656738
	Iteration 11Q: 3 clusters Score -4556306 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4556418.500000 Penalty: 5209.656738
	Iteration 12Q: 3 clusters Score -4556418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4556486.000000 Penalty: 5209.656738
	Iteration 13Q: 3 clusters Score -4556486 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4556523.500000 Penalty: 5209.656738
	Iteration 14Q: 3 clusters Score -4556524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -4556536.000000 Penalty: 5209.656738
	Iteration 15Q: 3 clusters Score -4556536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4556531.500000 Penalty: 5209.656738
	Iteration 16Q: 3 clusters Score -4556532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4556544.500000 Penalty: 5209.656738
	Iteration 17Q: 3 clusters Score -4556544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4556554.500000 Penalty: 5209.656738
	Iteration 18Q: 3 clusters Score -4556554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4556553.000000 Penalty: 5209.656738
	Iteration 19Q: 3 clusters Score -4556553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4556561.500000 Penalty: 5209.656738
	Iteration 20F: 3 clusters Score -4556562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4556557.000000 Penalty: 5209.656738
	Iteration 21Q: 3 clusters Score -4556557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4556555.000000 Penalty: 5209.656738
	Iteration 22Q: 3 clusters Score -4556555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4556561.000000 Penalty: 5209.656738
	Iteration 23Q: 3 clusters Score -4556561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4556558.000000 Penalty: 5209.656738
	Iteration 24Q: 3 clusters Score -4556558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4556560.500000 Penalty: 5209.656738
	Iteration 25Q: 3 clusters Score -4556560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4556565.000000 Penalty: 5209.656738
	Iteration 26Q: 3 clusters Score -4556565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4556560.500000 Penalty: 5209.656738
	Iteration 27Q: 3 clusters Score -4556560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4556565.500000 Penalty: 5209.656738
	Iteration 28Q: 3 clusters Score -4556566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4556565.000000 Penalty: 5209.656738
	Iteration 29Q: 3 clusters Score -4556565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4556565.000000 Penalty: 5209.656738
	Iteration 30F: 3 clusters Score -4556565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 164643 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Entering Unmasked Estep 
Score: -134171784.000000 Penalty: 113943.679688
Splitting cluster 14 changes total score from -134048224.000000 to -134171784.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (164643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Entering Unmasked Estep 
Score: -20485678.000000 Penalty: 2978.860596
	Iteration 0F: 2 clusters Score -2.048568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -20375796.000000 Penalty: 5957.721191
	Iteration 0F: 3 clusters Score -2.03758e+07 nChanged 78896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -20421754.000000 Penalty: 5957.721191
	Iteration 1F: 3 clusters Score -2.042175e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -20422636.000000 Penalty: 5957.721191
	Iteration 2Q: 3 clusters Score -2.042264e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -20423646.000000 Penalty: 5957.721191
	Iteration 3Q: 3 clusters Score -2.042365e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -20425052.000000 Penalty: 5957.721191
	Iteration 4Q: 3 clusters Score -2.042505e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -20427604.000000 Penalty: 5957.721191
	Iteration 5Q: 3 clusters Score -2.04276e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -20432218.000000 Penalty: 5957.721191
	Iteration 6F: 3 clusters Score -2.043222e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -20440208.000000 Penalty: 5957.721191
	Iteration 7F: 3 clusters Score -2.044021e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -20452092.000000 Penalty: 5957.721191
	Iteration 8F: 3 clusters Score -2.045209e+07 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -20465546.000000 Penalty: 5957.721191
	Iteration 9F: 3 clusters Score -2.046555e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128484 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -20477208.000000 Penalty: 5957.721191
	Iteration 10F: 3 clusters Score -2.047721e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130956 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -20485454.000000 Penalty: 5957.721191
	Iteration 11Q: 3 clusters Score -2.048545e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -20491030.000000 Penalty: 5957.721191
	Iteration 12Q: 3 clusters Score -2.049103e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132456 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -20493504.000000 Penalty: 5957.721191
	Iteration 13Q: 3 clusters Score -2.04935e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -20494548.000000 Penalty: 5957.721191
	Iteration 14Q: 3 clusters Score -2.049455e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -20494904.000000 Penalty: 5957.721191
	Iteration 15Q: 3 clusters Score -2.04949e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131750 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -20495172.000000 Penalty: 5957.721191
	Iteration 16Q: 3 clusters Score -2.049517e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -20495438.000000 Penalty: 5957.721191
	Iteration 17Q: 3 clusters Score -2.049544e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130996 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -20495508.000000 Penalty: 5957.721191
	Iteration 18Q: 3 clusters Score -2.049551e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130684 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -20495520.000000 Penalty: 5957.721191
	Iteration 19Q: 3 clusters Score -2.049552e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -20495540.000000 Penalty: 5957.721191
	Iteration 20F: 3 clusters Score -2.049554e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130246 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -20495564.000000 Penalty: 5957.721191
	Iteration 21Q: 3 clusters Score -2.049556e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -20495570.000000 Penalty: 5957.721191
	Iteration 22Q: 3 clusters Score -2.049557e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -20495634.000000 Penalty: 5957.721191
	Iteration 23Q: 3 clusters Score -2.049563e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -20495618.000000 Penalty: 5957.721191
	Iteration 24Q: 3 clusters Score -2.049562e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -20495612.000000 Penalty: 5957.721191
	Iteration 25Q: 3 clusters Score -2.049561e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129488 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -20495666.000000 Penalty: 5957.721191
	Iteration 26Q: 3 clusters Score -2.049567e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -20495658.000000 Penalty: 5957.721191
	Iteration 27Q: 3 clusters Score -2.049566e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -20495670.000000 Penalty: 5957.721191
	Iteration 28Q: 3 clusters Score -2.049567e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129162 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -20495704.000000 Penalty: 5957.721191
	Iteration 29Q: 3 clusters Score -2.04957e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -20495708.000000 Penalty: 5957.721191
	Iteration 30Q: 3 clusters Score -2.049571e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -20495712.000000 Penalty: 5957.721191
	Iteration 31Q: 3 clusters Score -2.049571e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -20495722.000000 Penalty: 5957.721191
	Iteration 32Q: 3 clusters Score -2.049572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -20495754.000000 Penalty: 5957.721191
	Iteration 33Q: 3 clusters Score -2.049575e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -20495730.000000 Penalty: 5957.721191
	Iteration 34Q: 3 clusters Score -2.049573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -20495740.000000 Penalty: 5957.721191
	Iteration 35Q: 3 clusters Score -2.049574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -20495740.000000 Penalty: 5957.721191
	Iteration 36Q: 3 clusters Score -2.049574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -20495746.000000 Penalty: 5957.721191
	Iteration 37Q: 3 clusters Score -2.049575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -20495768.000000 Penalty: 5957.721191
	Iteration 38Q: 3 clusters Score -2.049577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -20495756.000000 Penalty: 5957.721191
	Iteration 39Q: 3 clusters Score -2.049576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -20495758.000000 Penalty: 5957.721191
	Iteration 40F: 3 clusters Score -2.049576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -20495766.000000 Penalty: 5957.721191
	Iteration 41Q: 3 clusters Score -2.049577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -20495778.000000 Penalty: 5957.721191
	Iteration 42Q: 3 clusters Score -2.049578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -20495786.000000 Penalty: 5957.721191
	Iteration 43Q: 3 clusters Score -2.049579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -20495786.000000 Penalty: 5957.721191
	Iteration 44Q: 3 clusters Score -2.049579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -20495778.000000 Penalty: 5957.721191
	Iteration 45Q: 3 clusters Score -2.049578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -20495796.000000 Penalty: 5957.721191
	Iteration 46Q: 3 clusters Score -2.04958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -20495800.000000 Penalty: 5957.721191
	Iteration 47Q: 3 clusters Score -2.04958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -20495798.000000 Penalty: 5957.721191
	Iteration 48Q: 3 clusters Score -2.04958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -20495786.000000 Penalty: 5957.721191
	Iteration 49Q: 3 clusters Score -2.049579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -20495788.000000 Penalty: 5957.721191
	Iteration 50Q: 3 clusters Score -2.049579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128530 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -20495780.000000 Penalty: 5957.721191
	Iteration 51Q: 3 clusters Score -2.049578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128530 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -20495780.000000 Penalty: 5957.721191
	Iteration 52F: 3 clusters Score -2.049578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Entering Unmasked Estep 
Score: -134180904.000000 Penalty: 117396.515625
Splitting cluster 15 changes total score from -134048224.000000 to -134180904.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (74485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Entering Unmasked Estep 
Score: -9265121.000000 Penalty: 2782.151611
	Iteration 0F: 2 clusters Score -9265121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -9215338.000000 Penalty: 5564.303223
	Iteration 0F: 3 clusters Score -9215338 nChanged 34887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -9235012.000000 Penalty: 5564.303223
	Iteration 1F: 3 clusters Score -9235012 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9235887.000000 Penalty: 5564.303223
	Iteration 2Q: 3 clusters Score -9235887 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -9237110.000000 Penalty: 5564.303223
	Iteration 3Q: 3 clusters Score -9237110 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -9238875.000000 Penalty: 5564.303223
	Iteration 4F: 3 clusters Score -9238875 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -9241037.000000 Penalty: 5564.303223
	Iteration 5F: 3 clusters Score -9241037 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -9243670.000000 Penalty: 5564.303223
	Iteration 6F: 3 clusters Score -9243670 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -9246299.000000 Penalty: 5564.303223
	Iteration 7F: 3 clusters Score -9246299 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -9248642.000000 Penalty: 5564.303223
	Iteration 8F: 3 clusters Score -9248642 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -9250685.000000 Penalty: 5564.303223
	Iteration 9F: 3 clusters Score -9250685 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -9252547.000000 Penalty: 5564.303223
	Iteration 10Q: 3 clusters Score -9252547 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -9254422.000000 Penalty: 5564.303223
	Iteration 11Q: 3 clusters Score -9254422 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9256377.000000 Penalty: 5564.303223
	Iteration 12Q: 3 clusters Score -9256377 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -9258293.000000 Penalty: 5564.303223
	Iteration 13Q: 3 clusters Score -9258293 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9259916.000000 Penalty: 5564.303223
	Iteration 14Q: 3 clusters Score -9259916 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9261120.000000 Penalty: 5564.303223
	Iteration 15Q: 3 clusters Score -9261120 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9261865.000000 Penalty: 5564.303223
	Iteration 16Q: 3 clusters Score -9261865 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9262300.000000 Penalty: 5564.303223
	Iteration 17Q: 3 clusters Score -9262300 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9262520.000000 Penalty: 5564.303223
	Iteration 18Q: 3 clusters Score -9262520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9262616.000000 Penalty: 5564.303223
	Iteration 19Q: 3 clusters Score -9262616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9262712.000000 Penalty: 5564.303223
	Iteration 20F: 3 clusters Score -9262712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9262773.000000 Penalty: 5564.303223
	Iteration 21Q: 3 clusters Score -9262773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9262813.000000 Penalty: 5564.303223
	Iteration 22Q: 3 clusters Score -9262813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9262834.000000 Penalty: 5564.303223
	Iteration 23Q: 3 clusters Score -9262834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9262864.000000 Penalty: 5564.303223
	Iteration 24Q: 3 clusters Score -9262864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9262880.000000 Penalty: 5564.303223
	Iteration 25Q: 3 clusters Score -9262880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9262897.000000 Penalty: 5564.303223
	Iteration 26Q: 3 clusters Score -9262897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9262908.000000 Penalty: 5564.303223
	Iteration 27Q: 3 clusters Score -9262908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9262914.000000 Penalty: 5564.303223
	Iteration 28Q: 3 clusters Score -9262914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9262929.000000 Penalty: 5564.303223
	Iteration 29Q: 3 clusters Score -9262929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9262933.000000 Penalty: 5564.303223
	Iteration 30Q: 3 clusters Score -9262933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9262935.000000 Penalty: 5564.303223
	Iteration 31Q: 3 clusters Score -9262935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9262935.000000 Penalty: 5564.303223
	Iteration 32F: 3 clusters Score -9262935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Entering Unmasked Estep 
Score: -1873360.500000 Penalty: 2403.085693
	Iteration 0F: 2 clusters Score -1873360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1861825.500000 Penalty: 4806.171387
	Iteration 0F: 3 clusters Score -1861826 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1866522.000000 Penalty: 4806.171387
	Iteration 1F: 3 clusters Score -1866522 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1868721.875000 Penalty: 4806.171387
	Iteration 2F: 3 clusters Score -1868722 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1871423.250000 Penalty: 4806.171387
	Iteration 3F: 3 clusters Score -1871423 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1874969.625000 Penalty: 4806.171387
	Iteration 4F: 3 clusters Score -1874970 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1877170.375000 Penalty: 4806.171387
	Iteration 5F: 3 clusters Score -1877170 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1878334.500000 Penalty: 4806.171387
	Iteration 6F: 3 clusters Score -1878334 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1879252.250000 Penalty: 4806.171387
	Iteration 7F: 3 clusters Score -1879252 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1880257.375000 Penalty: 4806.171387
	Iteration 8F: 3 clusters Score -1880257 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1881546.875000 Penalty: 4806.171387
	Iteration 9F: 3 clusters Score -1881547 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1882413.125000 Penalty: 4806.171387
	Iteration 10Q: 3 clusters Score -1882413 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1882625.250000 Penalty: 4806.171387
	Iteration 11Q: 3 clusters Score -1882625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1882680.250000 Penalty: 4806.171387
	Iteration 12Q: 3 clusters Score -1882680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1882701.000000 Penalty: 4806.171387
	Iteration 13Q: 3 clusters Score -1882701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1882700.750000 Penalty: 4806.171387
	Iteration 14Q: 3 clusters Score -1882701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1882709.250000 Penalty: 4806.171387
	Iteration 15Q: 3 clusters Score -1882709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1882709.125000 Penalty: 4806.171387
	Iteration 16Q: 3 clusters Score -1882709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1882709.375000 Penalty: 4806.171387
	Iteration 17Q: 3 clusters Score -1882709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1882716.750000 Penalty: 4806.171387
	Iteration 18Q: 3 clusters Score -1882717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1882715.375000 Penalty: 4806.171387
	Iteration 19Q: 3 clusters Score -1882715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1882713.875000 Penalty: 4806.171387
	Iteration 20F: 3 clusters Score -1882714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1882717.250000 Penalty: 4806.171387
	Iteration 21Q: 3 clusters Score -1882717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1882717.250000 Penalty: 4806.171387
	Iteration 22F: 3 clusters Score -1882717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 39811 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Mstep: Class 35 contains 3648 members 
Entering Unmasked Estep 
Score: -134189360.000000 Penalty: 120849.359375
Splitting cluster 17 changes total score from -134048224.000000 to -134189360.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (17317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Entering Unmasked Estep 
Score: -2125011.750000 Penalty: 2420.342285
	Iteration 0F: 2 clusters Score -2125012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2112552.250000 Penalty: 4840.684570
	Iteration 0F: 3 clusters Score -2112552 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2116758.000000 Penalty: 4840.684570
	Iteration 1F: 3 clusters Score -2116758 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2117246.500000 Penalty: 4840.684570
	Iteration 2F: 3 clusters Score -2117246 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2117677.500000 Penalty: 4840.684570
	Iteration 3F: 3 clusters Score -2117678 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2118138.000000 Penalty: 4840.684570
	Iteration 4Q: 3 clusters Score -2118138 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2118668.250000 Penalty: 4840.684570
	Iteration 5F: 3 clusters Score -2118668 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2119232.500000 Penalty: 4840.684570
	Iteration 6F: 3 clusters Score -2119232 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2119780.500000 Penalty: 4840.684570
	Iteration 7Q: 3 clusters Score -2119780 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2120326.250000 Penalty: 4840.684570
	Iteration 8Q: 3 clusters Score -2120326 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2120798.500000 Penalty: 4840.684570
	Iteration 9Q: 3 clusters Score -2120798 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2121206.500000 Penalty: 4840.684570
	Iteration 10Q: 3 clusters Score -2121206 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2121557.000000 Penalty: 4840.684570
	Iteration 11Q: 3 clusters Score -2121557 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2121845.750000 Penalty: 4840.684570
	Iteration 12Q: 3 clusters Score -2121846 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2122117.500000 Penalty: 4840.684570
	Iteration 13Q: 3 clusters Score -2122118 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2122348.750000 Penalty: 4840.684570
	Iteration 14Q: 3 clusters Score -2122349 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2122561.500000 Penalty: 4840.684570
	Iteration 15Q: 3 clusters Score -2122562 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2122724.750000 Penalty: 4840.684570
	Iteration 16Q: 3 clusters Score -2122725 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2122873.000000 Penalty: 4840.684570
	Iteration 17Q: 3 clusters Score -2122873 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2123009.250000 Penalty: 4840.684570
	Iteration 18Q: 3 clusters Score -2123009 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2123120.750000 Penalty: 4840.684570
	Iteration 19Q: 3 clusters Score -2123121 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2123230.500000 Penalty: 4840.684570
	Iteration 20F: 3 clusters Score -2123230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2123335.000000 Penalty: 4840.684570
	Iteration 21Q: 3 clusters Score -2123335 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2123440.000000 Penalty: 4840.684570
	Iteration 22Q: 3 clusters Score -2123440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2123519.250000 Penalty: 4840.684570
	Iteration 23Q: 3 clusters Score -2123519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2123564.000000 Penalty: 4840.684570
	Iteration 24Q: 3 clusters Score -2123564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2123604.000000 Penalty: 4840.684570
	Iteration 25Q: 3 clusters Score -2123604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2123630.000000 Penalty: 4840.684570
	Iteration 26Q: 3 clusters Score -2123630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2123641.500000 Penalty: 4840.684570
	Iteration 27Q: 3 clusters Score -2123642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2123656.750000 Penalty: 4840.684570
	Iteration 28Q: 3 clusters Score -2123657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2123670.500000 Penalty: 4840.684570
	Iteration 29Q: 3 clusters Score -2123670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2123677.500000 Penalty: 4840.684570
	Iteration 30Q: 3 clusters Score -2123678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2123689.250000 Penalty: 4840.684570
	Iteration 31Q: 3 clusters Score -2123689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2123694.500000 Penalty: 4840.684570
	Iteration 32Q: 3 clusters Score -2123694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2123697.750000 Penalty: 4840.684570
	Iteration 33Q: 3 clusters Score -2123698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2123701.000000 Penalty: 4840.684570
	Iteration 34Q: 3 clusters Score -2123701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2123704.750000 Penalty: 4840.684570
	Iteration 35Q: 3 clusters Score -2123705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2123708.500000 Penalty: 4840.684570
	Iteration 36Q: 3 clusters Score -2123708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2123713.750000 Penalty: 4840.684570
	Iteration 37Q: 3 clusters Score -2123714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2123713.500000 Penalty: 4840.684570
	Iteration 38Q: 3 clusters Score -2123714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2123718.750000 Penalty: 4840.684570
	Iteration 39Q: 3 clusters Score -2123719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2123722.500000 Penalty: 4840.684570
	Iteration 40F: 3 clusters Score -2123722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2123727.500000 Penalty: 4840.684570
	Iteration 41Q: 3 clusters Score -2123728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2123731.500000 Penalty: 4840.684570
	Iteration 42Q: 3 clusters Score -2123732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2123734.750000 Penalty: 4840.684570
	Iteration 43Q: 3 clusters Score -2123735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2123737.750000 Penalty: 4840.684570
	Iteration 44Q: 3 clusters Score -2123738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2123737.750000 Penalty: 4840.684570
	Iteration 45Q: 3 clusters Score -2123738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2123739.250000 Penalty: 4840.684570
	Iteration 46Q: 3 clusters Score -2123739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2123737.250000 Penalty: 4840.684570
	Iteration 47Q: 3 clusters Score -2123737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2123735.000000 Penalty: 4840.684570
	Iteration 48Q: 3 clusters Score -2123735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2123733.250000 Penalty: 4840.684570
	Iteration 49Q: 3 clusters Score -2123733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2123737.000000 Penalty: 4840.684570
	Iteration 50Q: 3 clusters Score -2123737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2123730.250000 Penalty: 4840.684570
	Iteration 51Q: 3 clusters Score -2123730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2123737.000000 Penalty: 4840.684570
	Iteration 52Q: 3 clusters Score -2123737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2123738.000000 Penalty: 4840.684570
	Iteration 53Q: 3 clusters Score -2123738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2123740.250000 Penalty: 4840.684570
	Iteration 54Q: 3 clusters Score -2123740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2123747.500000 Penalty: 4840.684570
	Iteration 55Q: 3 clusters Score -2123748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2123746.750000 Penalty: 4840.684570
	Iteration 56Q: 3 clusters Score -2123747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2123744.250000 Penalty: 4840.684570
	Iteration 57Q: 3 clusters Score -2123744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2123745.000000 Penalty: 4840.684570
	Iteration 58Q: 3 clusters Score -2123745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2123748.500000 Penalty: 4840.684570
	Iteration 59Q: 3 clusters Score -2123748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2123753.250000 Penalty: 4840.684570
	Iteration 60F: 3 clusters Score -2123753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2123760.250000 Penalty: 4840.684570
	Iteration 61Q: 3 clusters Score -2123760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2123762.750000 Penalty: 4840.684570
	Iteration 62Q: 3 clusters Score -2123763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2123763.250000 Penalty: 4840.684570
	Iteration 63Q: 3 clusters Score -2123763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2123764.500000 Penalty: 4840.684570
	Iteration 64Q: 3 clusters Score -2123764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2123763.500000 Penalty: 4840.684570
	Iteration 65Q: 3 clusters Score -2123764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2123764.750000 Penalty: 4840.684570
	Iteration 66Q: 3 clusters Score -2123765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2123767.000000 Penalty: 4840.684570
	Iteration 67Q: 3 clusters Score -2123767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2123766.000000 Penalty: 4840.684570
	Iteration 68Q: 3 clusters Score -2123766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2123766.000000 Penalty: 4840.684570
	Iteration 69Q: 3 clusters Score -2123766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2123767.000000 Penalty: 4840.684570
	Iteration 70Q: 3 clusters Score -2123767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2123764.500000 Penalty: 4840.684570
	Iteration 71Q: 3 clusters Score -2123764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2123766.000000 Penalty: 4840.684570
	Iteration 72Q: 3 clusters Score -2123766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2123765.250000 Penalty: 4840.684570
	Iteration 73Q: 3 clusters Score -2123765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2123768.000000 Penalty: 4840.684570
	Iteration 74Q: 3 clusters Score -2123768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2123770.000000 Penalty: 4840.684570
	Iteration 75Q: 3 clusters Score -2123770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2123768.750000 Penalty: 4840.684570
	Iteration 76Q: 3 clusters Score -2123769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2123768.750000 Penalty: 4840.684570
	Iteration 77F: 3 clusters Score -2123769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Entering Unmasked Estep 
Score: -4820340.500000 Penalty: 2626.791016
	Iteration 0F: 2 clusters Score -4820340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4793531.500000 Penalty: 5253.582031
	Iteration 0F: 3 clusters Score -4793532 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4804628.000000 Penalty: 5253.582031
	Iteration 1F: 3 clusters Score -4804628 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4807400.500000 Penalty: 5253.582031
	Iteration 2F: 3 clusters Score -4807400 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4811079.000000 Penalty: 5253.582031
	Iteration 3F: 3 clusters Score -4811079 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4814230.500000 Penalty: 5253.582031
	Iteration 4F: 3 clusters Score -4814230 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4816352.500000 Penalty: 5253.582031
	Iteration 5F: 3 clusters Score -4816352 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4817690.000000 Penalty: 5253.582031
	Iteration 6F: 3 clusters Score -4817690 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4818763.000000 Penalty: 5253.582031
	Iteration 7Q: 3 clusters Score -4818763 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4820165.500000 Penalty: 5253.582031
	Iteration 8Q: 3 clusters Score -4820166 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4822054.500000 Penalty: 5253.582031
	Iteration 9Q: 3 clusters Score -4822054 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4824472.000000 Penalty: 5253.582031
	Iteration 10Q: 3 clusters Score -4824472 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -4827654.000000 Penalty: 5253.582031
	Iteration 11Q: 3 clusters Score -4827654 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4830034.000000 Penalty: 5253.582031
	Iteration 12Q: 3 clusters Score -4830034 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4831074.000000 Penalty: 5253.582031
	Iteration 13Q: 3 clusters Score -4831074 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4831805.000000 Penalty: 5253.582031
	Iteration 14Q: 3 clusters Score -4831805 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4832282.000000 Penalty: 5253.582031
	Iteration 15Q: 3 clusters Score -4832282 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4832574.500000 Penalty: 5253.582031
	Iteration 16Q: 3 clusters Score -4832574 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4832759.500000 Penalty: 5253.582031
	Iteration 17Q: 3 clusters Score -4832760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4832901.500000 Penalty: 5253.582031
	Iteration 18Q: 3 clusters Score -4832902 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4833001.000000 Penalty: 5253.582031
	Iteration 19Q: 3 clusters Score -4833001 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4833136.500000 Penalty: 5253.582031
	Iteration 20F: 3 clusters Score -4833136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4833193.500000 Penalty: 5253.582031
	Iteration 21Q: 3 clusters Score -4833194 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4833250.500000 Penalty: 5253.582031
	Iteration 22Q: 3 clusters Score -4833250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4833300.500000 Penalty: 5253.582031
	Iteration 23Q: 3 clusters Score -4833300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4833310.500000 Penalty: 5253.582031
	Iteration 24Q: 3 clusters Score -4833310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4833317.500000 Penalty: 5253.582031
	Iteration 25Q: 3 clusters Score -4833318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4833338.000000 Penalty: 5253.582031
	Iteration 26Q: 3 clusters Score -4833338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4833334.000000 Penalty: 5253.582031
	Iteration 27Q: 3 clusters Score -4833334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4833324.500000 Penalty: 5253.582031
	Iteration 28Q: 3 clusters Score -4833324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4833346.000000 Penalty: 5253.582031
	Iteration 29Q: 3 clusters Score -4833346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4833355.000000 Penalty: 5253.582031
	Iteration 30Q: 3 clusters Score -4833355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4833355.500000 Penalty: 5253.582031
	Iteration 31Q: 3 clusters Score -4833356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4833373.000000 Penalty: 5253.582031
	Iteration 32Q: 3 clusters Score -4833373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4833366.500000 Penalty: 5253.582031
	Iteration 33Q: 3 clusters Score -4833366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -4833387.000000 Penalty: 5253.582031
	Iteration 34Q: 3 clusters Score -4833387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4833390.000000 Penalty: 5253.582031
	Iteration 35Q: 3 clusters Score -4833390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -4833418.000000 Penalty: 5253.582031
	Iteration 36Q: 3 clusters Score -4833418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4833411.500000 Penalty: 5253.582031
	Iteration 37Q: 3 clusters Score -4833412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4833417.500000 Penalty: 5253.582031
	Iteration 38Q: 3 clusters Score -4833418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4833423.000000 Penalty: 5253.582031
	Iteration 39Q: 3 clusters Score -4833423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4833415.500000 Penalty: 5253.582031
	Iteration 40F: 3 clusters Score -4833416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4833417.500000 Penalty: 5253.582031
	Iteration 41Q: 3 clusters Score -4833418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4833415.000000 Penalty: 5253.582031
	Iteration 42Q: 3 clusters Score -4833415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4833417.000000 Penalty: 5253.582031
	Iteration 43Q: 3 clusters Score -4833417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4833434.000000 Penalty: 5253.582031
	Iteration 44Q: 3 clusters Score -4833434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4833434.500000 Penalty: 5253.582031
	Iteration 45Q: 3 clusters Score -4833434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4833430.500000 Penalty: 5253.582031
	Iteration 46Q: 3 clusters Score -4833430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4833429.500000 Penalty: 5253.582031
	Iteration 47Q: 3 clusters Score -4833430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4833437.000000 Penalty: 5253.582031
	Iteration 48Q: 3 clusters Score -4833437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4833435.000000 Penalty: 5253.582031
	Iteration 49Q: 3 clusters Score -4833435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4833432.500000 Penalty: 5253.582031
	Iteration 50Q: 3 clusters Score -4833432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4833432.000000 Penalty: 5253.582031
	Iteration 51Q: 3 clusters Score -4833432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4833432.000000 Penalty: 5253.582031
	Iteration 52F: 3 clusters Score -4833432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 50741 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Mstep: Class 35 contains 3648 members 
Mstep: Class 36 contains 31063 members 
Entering Unmasked Estep 
Score: -134202320.000000 Penalty: 124302.195312
Splitting cluster 19 changes total score from -134048224.000000 to -134202320.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (32973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Entering Unmasked Estep 
Score: -4158333.500000 Penalty: 2580.054199
	Iteration 0F: 2 clusters Score -4158334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4135774.500000 Penalty: 5160.108398
	Iteration 0F: 3 clusters Score -4135774 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4143964.000000 Penalty: 5160.108398
	Iteration 1F: 3 clusters Score -4143964 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4144687.250000 Penalty: 5160.108398
	Iteration 2F: 3 clusters Score -4144687 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4145558.250000 Penalty: 5160.108398
	Iteration 3F: 3 clusters Score -4145558 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4146640.250000 Penalty: 5160.108398
	Iteration 4F: 3 clusters Score -4146640 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4148056.500000 Penalty: 5160.108398
	Iteration 5F: 3 clusters Score -4148056 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4149859.500000 Penalty: 5160.108398
	Iteration 6F: 3 clusters Score -4149860 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4151783.500000 Penalty: 5160.108398
	Iteration 7F: 3 clusters Score -4151784 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4153388.000000 Penalty: 5160.108398
	Iteration 8F: 3 clusters Score -4153388 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4154505.750000 Penalty: 5160.108398
	Iteration 9Q: 3 clusters Score -4154506 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4155155.750000 Penalty: 5160.108398
	Iteration 10Q: 3 clusters Score -4155156 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4155530.750000 Penalty: 5160.108398
	Iteration 11Q: 3 clusters Score -4155531 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4155709.750000 Penalty: 5160.108398
	Iteration 12Q: 3 clusters Score -4155710 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4155836.250000 Penalty: 5160.108398
	Iteration 13Q: 3 clusters Score -4155836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4155944.250000 Penalty: 5160.108398
	Iteration 14Q: 3 clusters Score -4155944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4156016.750000 Penalty: 5160.108398
	Iteration 15Q: 3 clusters Score -4156017 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4156062.000000 Penalty: 5160.108398
	Iteration 16Q: 3 clusters Score -4156062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4156099.000000 Penalty: 5160.108398
	Iteration 17Q: 3 clusters Score -4156099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4156110.000000 Penalty: 5160.108398
	Iteration 18Q: 3 clusters Score -4156110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4156127.250000 Penalty: 5160.108398
	Iteration 19Q: 3 clusters Score -4156127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4156145.250000 Penalty: 5160.108398
	Iteration 20F: 3 clusters Score -4156145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4156165.000000 Penalty: 5160.108398
	Iteration 21Q: 3 clusters Score -4156165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4156177.250000 Penalty: 5160.108398
	Iteration 22Q: 3 clusters Score -4156177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4156185.750000 Penalty: 5160.108398
	Iteration 23Q: 3 clusters Score -4156186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4156196.250000 Penalty: 5160.108398
	Iteration 24Q: 3 clusters Score -4156196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4156206.000000 Penalty: 5160.108398
	Iteration 25Q: 3 clusters Score -4156206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4156209.500000 Penalty: 5160.108398
	Iteration 26Q: 3 clusters Score -4156210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4156225.000000 Penalty: 5160.108398
	Iteration 27Q: 3 clusters Score -4156225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4156237.000000 Penalty: 5160.108398
	Iteration 28Q: 3 clusters Score -4156237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4156238.000000 Penalty: 5160.108398
	Iteration 29Q: 3 clusters Score -4156238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4156244.250000 Penalty: 5160.108398
	Iteration 30Q: 3 clusters Score -4156244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4156247.500000 Penalty: 5160.108398
	Iteration 31Q: 3 clusters Score -4156248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4156254.000000 Penalty: 5160.108398
	Iteration 32Q: 3 clusters Score -4156254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4156253.750000 Penalty: 5160.108398
	Iteration 33Q: 3 clusters Score -4156254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4156257.500000 Penalty: 5160.108398
	Iteration 34Q: 3 clusters Score -4156258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4156255.750000 Penalty: 5160.108398
	Iteration 35Q: 3 clusters Score -4156256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4156264.250000 Penalty: 5160.108398
	Iteration 36Q: 3 clusters Score -4156264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4156272.750000 Penalty: 5160.108398
	Iteration 37Q: 3 clusters Score -4156273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4156276.000000 Penalty: 5160.108398
	Iteration 38Q: 3 clusters Score -4156276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4156278.250000 Penalty: 5160.108398
	Iteration 39Q: 3 clusters Score -4156278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4156274.000000 Penalty: 5160.108398
	Iteration 40F: 3 clusters Score -4156274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4156274.750000 Penalty: 5160.108398
	Iteration 41Q: 3 clusters Score -4156275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4156275.250000 Penalty: 5160.108398
	Iteration 42Q: 3 clusters Score -4156275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4156275.250000 Penalty: 5160.108398
	Iteration 43F: 3 clusters Score -4156275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Entering Unmasked Estep 
Score: -5761797.500000 Penalty: 2686.953369
	Iteration 0F: 2 clusters Score -5761798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5727696.000000 Penalty: 5373.906738
	Iteration 0F: 3 clusters Score -5727696 nChanged 23575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5742493.000000 Penalty: 5373.906738
	Iteration 1F: 3 clusters Score -5742493 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5745266.000000 Penalty: 5373.906738
	Iteration 2F: 3 clusters Score -5745266 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5748568.500000 Penalty: 5373.906738
	Iteration 3F: 3 clusters Score -5748568 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5751637.500000 Penalty: 5373.906738
	Iteration 4F: 3 clusters Score -5751638 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5753673.500000 Penalty: 5373.906738
	Iteration 5F: 3 clusters Score -5753674 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5755095.500000 Penalty: 5373.906738
	Iteration 6F: 3 clusters Score -5755096 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5755966.000000 Penalty: 5373.906738
	Iteration 7Q: 3 clusters Score -5755966 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5756483.500000 Penalty: 5373.906738
	Iteration 8Q: 3 clusters Score -5756484 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -5756848.000000 Penalty: 5373.906738
	Iteration 9Q: 3 clusters Score -5756848 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -5757090.500000 Penalty: 5373.906738
	Iteration 10Q: 3 clusters Score -5757090 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5757287.000000 Penalty: 5373.906738
	Iteration 11Q: 3 clusters Score -5757287 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5757471.000000 Penalty: 5373.906738
	Iteration 12Q: 3 clusters Score -5757471 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -5757565.000000 Penalty: 5373.906738
	Iteration 13Q: 3 clusters Score -5757565 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5757668.000000 Penalty: 5373.906738
	Iteration 14Q: 3 clusters Score -5757668 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5757760.500000 Penalty: 5373.906738
	Iteration 15Q: 3 clusters Score -5757760 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -5757852.000000 Penalty: 5373.906738
	Iteration 16Q: 3 clusters Score -5757852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5757907.500000 Penalty: 5373.906738
	Iteration 17Q: 3 clusters Score -5757908 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -5757981.000000 Penalty: 5373.906738
	Iteration 18Q: 3 clusters Score -5757981 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5758027.000000 Penalty: 5373.906738
	Iteration 19Q: 3 clusters Score -5758027 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5758056.500000 Penalty: 5373.906738
	Iteration 20F: 3 clusters Score -5758056 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -5758111.500000 Penalty: 5373.906738
	Iteration 21Q: 3 clusters Score -5758112 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -5758179.000000 Penalty: 5373.906738
	Iteration 22Q: 3 clusters Score -5758179 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -5758232.500000 Penalty: 5373.906738
	Iteration 23Q: 3 clusters Score -5758232 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5758288.000000 Penalty: 5373.906738
	Iteration 24Q: 3 clusters Score -5758288 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5758372.000000 Penalty: 5373.906738
	Iteration 25Q: 3 clusters Score -5758372 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5758433.000000 Penalty: 5373.906738
	Iteration 26Q: 3 clusters Score -5758433 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -5758514.000000 Penalty: 5373.906738
	Iteration 27Q: 3 clusters Score -5758514 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5758613.500000 Penalty: 5373.906738
	Iteration 28Q: 3 clusters Score -5758614 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5758690.500000 Penalty: 5373.906738
	Iteration 29Q: 3 clusters Score -5758690 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -5758754.000000 Penalty: 5373.906738
	Iteration 30Q: 3 clusters Score -5758754 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5758837.500000 Penalty: 5373.906738
	Iteration 31Q: 3 clusters Score -5758838 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5758961.500000 Penalty: 5373.906738
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5759055 nChanged 492
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Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5759151 nChanged 512
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Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5759270 nChanged 527
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Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5759428 nChanged 543
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Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5759564 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5759714 nChanged 614
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Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5759877 nChanged 585
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Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5760058 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5760168 nChanged 548
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Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5760284 nChanged 466
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Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5760392 nChanged 456
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Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5760606 nChanged 413
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Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5760642 nChanged 356
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Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5760716 nChanged 290
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Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5760760 nChanged 274
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Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5760787 nChanged 276
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Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5760822 nChanged 258
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Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5760854 nChanged 258
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Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5760878 nChanged 219
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Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5760892 nChanged 195
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Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5760916 nChanged 167
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Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5760940 nChanged 166
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Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5760929 nChanged 177
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Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5760970 nChanged 166
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Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 12686 members 
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	Iteration 60F: 3 clusters Score -5761009 nChanged 178
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Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 12508 members 
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	Iteration 61Q: 3 clusters Score -5761044 nChanged 192
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Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12124 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 11731 members 
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Mstep: Class 2 contains 11554 members 
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Mstep: Class 2 contains 11380 members 
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Mstep: Class 1 contains 39558 members 
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Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 10981 members 
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	Iteration 69Q: 3 clusters Score -5761234 nChanged 222
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Mstep: Class 1 contains 39980 members 
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	Iteration 70Q: 3 clusters Score -5761310 nChanged 227
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Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 10534 members 
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	Iteration 71Q: 3 clusters Score -5761340 nChanged 205
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Mstep: Class 1 contains 40406 members 
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	Iteration 72Q: 3 clusters Score -5761386 nChanged 190
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Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 10153 members 
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	Iteration 73Q: 3 clusters Score -5761406 nChanged 202
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Mstep: Class 1 contains 40782 members 
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	Iteration 74Q: 3 clusters Score -5761448 nChanged 153
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Mstep: Class 1 contains 40929 members 
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	Iteration 75Q: 3 clusters Score -5761479 nChanged 148
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Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 9666 members 
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	Iteration 76Q: 3 clusters Score -5761494 nChanged 158
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Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5761514 nChanged 173
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Mstep: Class 2 contains 9359 members 
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	Iteration 78Q: 3 clusters Score -5761540 nChanged 168
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Mstep: Class 1 contains 41534 members 
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	Iteration 79Q: 3 clusters Score -5761597 nChanged 171
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Mstep: Class 1 contains 41691 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5761642 nChanged 164
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Mstep: Class 1 contains 41843 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5761674 nChanged 161
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Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 8753 members 
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	Iteration 82Q: 3 clusters Score -5761704 nChanged 137
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Mstep: Class 1 contains 42115 members 
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	Iteration 83Q: 3 clusters Score -5761718 nChanged 131
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Mstep: Class 1 contains 42228 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5761740 nChanged 111
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Mstep: Class 1 contains 42325 members 
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	Iteration 85Q: 3 clusters Score -5761746 nChanged 106
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	Iteration 86Q: 3 clusters Score -5761762 nChanged 97
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Mstep: Class 1 contains 42504 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5761780 nChanged 88
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Mstep: Class 1 contains 42578 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5761764 nChanged 86
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Mstep: Class 1 contains 42652 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5761775 nChanged 92
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Mstep: Class 1 contains 42730 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5761788 nChanged 92
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Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 7935 members 
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	Iteration 91Q: 3 clusters Score -5761770 nChanged 105
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Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5761771 nChanged 78
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Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5761772 nChanged 72
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Mstep: Class 1 contains 43035 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5761782 nChanged 84
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Mstep: Class 1 contains 43115 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5761789 nChanged 75
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Mstep: Class 1 contains 43180 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5761800 nChanged 73
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Mstep: Class 1 contains 43241 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5761798 nChanged 56
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Mstep: Class 1 contains 43291 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5761820 nChanged 66
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Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5761829 nChanged 85
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Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5761835 nChanged 82
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Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5761848 nChanged 78
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Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5761870 nChanged 72
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Mstep: Class 1 contains 43630 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5761874 nChanged 59
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Mstep: Class 1 contains 43683 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5761894 nChanged 70
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Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5761893 nChanged 61
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Mstep: Class 1 contains 43796 members 
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	Iteration 106Q: 3 clusters Score -5761914 nChanged 66
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5761914 nChanged 55
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Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5761930 nChanged 61
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5761942 nChanged 75
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Mstep: Class 2 contains 6714 members 
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	Iteration 110Q: 3 clusters Score -5761945 nChanged 75
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	Iteration 111Q: 3 clusters Score -5761984 nChanged 57
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	Iteration 112Q: 3 clusters Score -5761988 nChanged 56
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	Iteration 113Q: 3 clusters Score -5761982 nChanged 53
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5761978 nChanged 37
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5761972 nChanged 27
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	Iteration 116Q: 3 clusters Score -5761977 nChanged 23
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	Iteration 117Q: 3 clusters Score -5761974 nChanged 26
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	Iteration 118Q: 3 clusters Score -5761990 nChanged 24
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	Iteration 119Q: 3 clusters Score -5761988 nChanged 16
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	Iteration 120F: 3 clusters Score -5761985 nChanged 11
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	Iteration 121Q: 3 clusters Score -5761987 nChanged 10
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Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5761992 nChanged 10
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	Iteration 123Q: 3 clusters Score -5761985 nChanged 9
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5761998 nChanged 6
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	Iteration 125Q: 3 clusters Score -5762000 nChanged 6
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Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5762005.000000 Penalty: 5373.906738
	Iteration 126Q: 3 clusters Score -5762005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5761998.500000 Penalty: 5373.906738
	Iteration 127Q: 3 clusters Score -5761998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5761993.000000 Penalty: 5373.906738
	Iteration 128Q: 3 clusters Score -5761993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -5761990.000000 Penalty: 5373.906738
	Iteration 129Q: 3 clusters Score -5761990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -5761993.500000 Penalty: 5373.906738
	Iteration 130Q: 3 clusters Score -5761994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -5761983.000000 Penalty: 5373.906738
	Iteration 131Q: 3 clusters Score -5761983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -5761991.000000 Penalty: 5373.906738
	Iteration 132Q: 3 clusters Score -5761991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5761992.500000 Penalty: 5373.906738
	Iteration 133Q: 3 clusters Score -5761992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5761981.000000 Penalty: 5373.906738
	Iteration 134Q: 3 clusters Score -5761981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5761980.500000 Penalty: 5373.906738
	Iteration 135Q: 3 clusters Score -5761980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -5761984.000000 Penalty: 5373.906738
	Iteration 136Q: 3 clusters Score -5761984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5761979.500000 Penalty: 5373.906738
	Iteration 137Q: 3 clusters Score -5761980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5761985.000000 Penalty: 5373.906738
	Iteration 138Q: 3 clusters Score -5761985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5761986.000000 Penalty: 5373.906738
	Iteration 139Q: 3 clusters Score -5761986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5761986.500000 Penalty: 5373.906738
	Iteration 140F: 3 clusters Score -5761986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Mstep: Class 35 contains 3648 members 
Mstep: Class 36 contains 31063 members 
Mstep: Class 37 contains 6289 members 
Entering Unmasked Estep 
Score: -134202416.000000 Penalty: 127755.039062
Splitting cluster 21 changes total score from -134048224.000000 to -134202416.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (13125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Entering Unmasked Estep 
Score: -1556081.500000 Penalty: 2351.604004
	Iteration 0F: 2 clusters Score -1556082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1546500.375000 Penalty: 4703.208008
	Iteration 0F: 3 clusters Score -1546500 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1550060.000000 Penalty: 4703.208008
	Iteration 1F: 3 clusters Score -1550060 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1551462.125000 Penalty: 4703.208008
	Iteration 2F: 3 clusters Score -1551462 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1553164.250000 Penalty: 4703.208008
	Iteration 3F: 3 clusters Score -1553164 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1554398.000000 Penalty: 4703.208008
	Iteration 4F: 3 clusters Score -1554398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1555088.625000 Penalty: 4703.208008
	Iteration 5F: 3 clusters Score -1555089 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1555630.000000 Penalty: 4703.208008
	Iteration 6F: 3 clusters Score -1555630 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1556478.875000 Penalty: 4703.208008
	Iteration 7Q: 3 clusters Score -1556479 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1557487.500000 Penalty: 4703.208008
	Iteration 8F: 3 clusters Score -1557488 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1558979.125000 Penalty: 4703.208008
	Iteration 9F: 3 clusters Score -1558979 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1560843.375000 Penalty: 4703.208008
	Iteration 10Q: 3 clusters Score -1560843 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1561364.625000 Penalty: 4703.208008
	Iteration 11Q: 3 clusters Score -1561365 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1561594.125000 Penalty: 4703.208008
	Iteration 12Q: 3 clusters Score -1561594 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1561834.875000 Penalty: 4703.208008
	Iteration 13Q: 3 clusters Score -1561835 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1562062.375000 Penalty: 4703.208008
	Iteration 14Q: 3 clusters Score -1562062 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1562286.125000 Penalty: 4703.208008
	Iteration 15Q: 3 clusters Score -1562286 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1562561.375000 Penalty: 4703.208008
	Iteration 16Q: 3 clusters Score -1562561 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1562854.750000 Penalty: 4703.208008
	Iteration 17Q: 3 clusters Score -1562855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1563130.250000 Penalty: 4703.208008
	Iteration 18Q: 3 clusters Score -1563130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1563368.375000 Penalty: 4703.208008
	Iteration 19Q: 3 clusters Score -1563368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1563505.125000 Penalty: 4703.208008
	Iteration 20F: 3 clusters Score -1563505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1563599.375000 Penalty: 4703.208008
	Iteration 21Q: 3 clusters Score -1563599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1563649.625000 Penalty: 4703.208008
	Iteration 22Q: 3 clusters Score -1563650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1563679.375000 Penalty: 4703.208008
	Iteration 23Q: 3 clusters Score -1563679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1563688.375000 Penalty: 4703.208008
	Iteration 24Q: 3 clusters Score -1563688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1563707.750000 Penalty: 4703.208008
	Iteration 25Q: 3 clusters Score -1563708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1563719.125000 Penalty: 4703.208008
	Iteration 26Q: 3 clusters Score -1563719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1563730.500000 Penalty: 4703.208008
	Iteration 27Q: 3 clusters Score -1563730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1563738.625000 Penalty: 4703.208008
	Iteration 28Q: 3 clusters Score -1563739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1563749.625000 Penalty: 4703.208008
	Iteration 29Q: 3 clusters Score -1563750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1563753.625000 Penalty: 4703.208008
	Iteration 30Q: 3 clusters Score -1563754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1563762.625000 Penalty: 4703.208008
	Iteration 31Q: 3 clusters Score -1563763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1563766.500000 Penalty: 4703.208008
	Iteration 32Q: 3 clusters Score -1563766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1563763.375000 Penalty: 4703.208008
	Iteration 33Q: 3 clusters Score -1563763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1563763.375000 Penalty: 4703.208008
	Iteration 34Q: 3 clusters Score -1563763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1563767.875000 Penalty: 4703.208008
	Iteration 35Q: 3 clusters Score -1563768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1563763.625000 Penalty: 4703.208008
	Iteration 36Q: 3 clusters Score -1563764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1563766.750000 Penalty: 4703.208008
	Iteration 37Q: 3 clusters Score -1563767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1563767.750000 Penalty: 4703.208008
	Iteration 38Q: 3 clusters Score -1563768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1563768.125000 Penalty: 4703.208008
	Iteration 39Q: 3 clusters Score -1563768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1563768.125000 Penalty: 4703.208008
	Iteration 40F: 3 clusters Score -1563768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 24010 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Mstep: Class 35 contains 3648 members 
Mstep: Class 36 contains 31063 members 
Mstep: Class 37 contains 6289 members 
Mstep: Class 38 contains 7930 members 
Entering Unmasked Estep 
Score: -134209144.000000 Penalty: 131207.875000
Splitting cluster 22 changes total score from -134048224.000000 to -134209144.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (24010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Entering Unmasked Estep 
Score: -2834928.250000 Penalty: 2501.384033
	Iteration 0F: 2 clusters Score -2834928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2818361.000000 Penalty: 5002.768066
	Iteration 0F: 3 clusters Score -2818361 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2825387.250000 Penalty: 5002.768066
	Iteration 1F: 3 clusters Score -2825387 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2828755.000000 Penalty: 5002.768066
	Iteration 2F: 3 clusters Score -2828755 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2833385.000000 Penalty: 5002.768066
	Iteration 3F: 3 clusters Score -2833385 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2837232.250000 Penalty: 5002.768066
	Iteration 4F: 3 clusters Score -2837232 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2839509.250000 Penalty: 5002.768066
	Iteration 5F: 3 clusters Score -2839509 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2840856.750000 Penalty: 5002.768066
	Iteration 6F: 3 clusters Score -2840857 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2842468.750000 Penalty: 5002.768066
	Iteration 7Q: 3 clusters Score -2842469 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2844748.250000 Penalty: 5002.768066
	Iteration 8Q: 3 clusters Score -2844748 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2847721.750000 Penalty: 5002.768066
	Iteration 9Q: 3 clusters Score -2847722 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2850331.750000 Penalty: 5002.768066
	Iteration 10Q: 3 clusters Score -2850332 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2850972.750000 Penalty: 5002.768066
	Iteration 11Q: 3 clusters Score -2850973 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2851123.500000 Penalty: 5002.768066
	Iteration 12Q: 3 clusters Score -2851124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2851156.250000 Penalty: 5002.768066
	Iteration 13Q: 3 clusters Score -2851156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2851179.500000 Penalty: 5002.768066
	Iteration 14Q: 3 clusters Score -2851180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2851188.000000 Penalty: 5002.768066
	Iteration 15Q: 3 clusters Score -2851188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2851197.250000 Penalty: 5002.768066
	Iteration 16Q: 3 clusters Score -2851197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2851196.500000 Penalty: 5002.768066
	Iteration 17Q: 3 clusters Score -2851196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2851198.750000 Penalty: 5002.768066
	Iteration 18Q: 3 clusters Score -2851199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2851198.250000 Penalty: 5002.768066
	Iteration 19Q: 3 clusters Score -2851198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2851206.250000 Penalty: 5002.768066
	Iteration 20F: 3 clusters Score -2851206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2851210.500000 Penalty: 5002.768066
	Iteration 21Q: 3 clusters Score -2851210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2851209.750000 Penalty: 5002.768066
	Iteration 22Q: 3 clusters Score -2851210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2851208.750000 Penalty: 5002.768066
	Iteration 23Q: 3 clusters Score -2851209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2851207.250000 Penalty: 5002.768066
	Iteration 24Q: 3 clusters Score -2851207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2851209.750000 Penalty: 5002.768066
	Iteration 25Q: 3 clusters Score -2851210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2851205.750000 Penalty: 5002.768066
	Iteration 26Q: 3 clusters Score -2851206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2851205.750000 Penalty: 5002.768066
	Iteration 27F: 3 clusters Score -2851206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 19342 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 44384 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 36113 members 
Mstep: Class 35 contains 3648 members 
Mstep: Class 36 contains 31063 members 
Mstep: Class 37 contains 6289 members 
Mstep: Class 38 contains 7930 members 
Mstep: Class 39 contains 13402 members 
Entering Unmasked Estep 
Score: -134224768.000000 Penalty: 134660.718750
Splitting cluster 23 changes total score from -134048224.000000 to -134224768.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 259322 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15492 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 36506 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 33407 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134259392.000000 Penalty: 134660.718750
Iteration 39Q: 40 clusters Score -1.342594e+08 nChanged 43981
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 92252 members 
Mstep: Class 4 contains 11088 members 
Mstep: Class 5 contains 258203 members 
Mstep: Class 6 contains 19856 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 15505 members 
Mstep: Class 9 contains 34959 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 36783 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 13500 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 128213 members 
Mstep: Class 16 contains 74607 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 33315 members 
Mstep: Class 21 contains 46032 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 2919 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 18728 members 
Mstep: Class 30 contains 12544 members 
Mstep: Class 31 contains 43337 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 3646 members 
Mstep: Class 34 contains 34325 members 
Mstep: Class 35 contains 3476 members 
Mstep: Class 36 contains 29692 members 
Mstep: Class 37 contains 6668 members 
Mstep: Class 38 contains 7617 members 
Mstep: Class 39 contains 12417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134294544.000000 Penalty: 134660.718750
Iteration 40F: 40 clusters Score -1.342945e+08 nChanged 29948
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10604 members 
Mstep: Class 3 contains 90765 members 
Mstep: Class 4 contains 10696 members 
Mstep: Class 5 contains 255796 members 
Mstep: Class 6 contains 19903 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 36211 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 37005 members 
Mstep: Class 12 contains 42064 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 127353 members 
Mstep: Class 16 contains 73982 members 
Mstep: Class 17 contains 12526 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 34084 members 
Mstep: Class 21 contains 46312 members 
Mstep: Class 22 contains 5404 members 
Mstep: Class 23 contains 10977 members 
Mstep: Class 24 contains 2553 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 284 members 
Mstep: Class 27 contains 2922 members 
Mstep: Class 28 contains 7876 members 
Mstep: Class 29 contains 18896 members 
Mstep: Class 30 contains 13344 members 
Mstep: Class 31 contains 42728 members 
Mstep: Class 32 contains 5874 members 
Mstep: Class 33 contains 4335 members 
Mstep: Class 34 contains 35701 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 29396 members 
Mstep: Class 37 contains 8137 members 
Mstep: Class 38 contains 7612 members 
Mstep: Class 39 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134312224.000000 Penalty: 134660.718750
Iteration 41Q: 40 clusters Score -1.343122e+08 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10856 members 
Mstep: Class 3 contains 89166 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 253949 members 
Mstep: Class 6 contains 19941 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 15478 members 
Mstep: Class 9 contains 37079 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 37334 members 
Mstep: Class 12 contains 41371 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 34372 members 
Mstep: Class 15 contains 127136 members 
Mstep: Class 16 contains 73580 members 
Mstep: Class 17 contains 12329 members 
Mstep: Class 18 contains 17794 members 
Mstep: Class 19 contains 9702 members 
Mstep: Class 20 contains 34764 members 
Mstep: Class 21 contains 46713 members 
Mstep: Class 22 contains 5465 members 
Mstep: Class 23 contains 10924 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 18992 members 
Mstep: Class 30 contains 13798 members 
Mstep: Class 31 contains 42158 members 
Mstep: Class 32 contains 5933 members 
Mstep: Class 33 contains 4931 members 
Mstep: Class 34 contains 36575 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 28968 members 
Mstep: Class 37 contains 9241 members 
Mstep: Class 38 contains 7564 members 
Mstep: Class 39 contains 11945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134320304.000000 Penalty: 134660.718750
Iteration 42Q: 40 clusters Score -1.343203e+08 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11051 members 
Mstep: Class 3 contains 87587 members 
Mstep: Class 4 contains 9971 members 
Mstep: Class 5 contains 252513 members 
Mstep: Class 6 contains 19947 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15471 members 
Mstep: Class 9 contains 37742 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 37638 members 
Mstep: Class 12 contains 40798 members 
Mstep: Class 13 contains 14227 members 
Mstep: Class 14 contains 34438 members 
Mstep: Class 15 contains 127193 members 
Mstep: Class 16 contains 73207 members 
Mstep: Class 17 contains 12160 members 
Mstep: Class 18 contains 17840 members 
Mstep: Class 19 contains 9878 members 
Mstep: Class 20 contains 35355 members 
Mstep: Class 21 contains 46827 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 1951 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2923 members 
Mstep: Class 28 contains 7946 members 
Mstep: Class 29 contains 19052 members 
Mstep: Class 30 contains 14163 members 
Mstep: Class 31 contains 41701 members 
Mstep: Class 32 contains 5843 members 
Mstep: Class 33 contains 5522 members 
Mstep: Class 34 contains 37306 members 
Mstep: Class 35 contains 3424 members 
Mstep: Class 36 contains 28655 members 
Mstep: Class 37 contains 10097 members 
Mstep: Class 38 contains 7530 members 
Mstep: Class 39 contains 11789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134324848.000000 Penalty: 134660.718750
Iteration 43Q: 40 clusters Score -1.343248e+08 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 86106 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 251365 members 
Mstep: Class 6 contains 19944 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 15466 members 
Mstep: Class 9 contains 38210 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 37834 members 
Mstep: Class 12 contains 40351 members 
Mstep: Class 13 contains 14434 members 
Mstep: Class 14 contains 34464 members 
Mstep: Class 15 contains 127437 members 
Mstep: Class 16 contains 72868 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 17875 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 35846 members 
Mstep: Class 21 contains 46865 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 287 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 7994 members 
Mstep: Class 29 contains 19141 members 
Mstep: Class 30 contains 14431 members 
Mstep: Class 31 contains 41264 members 
Mstep: Class 32 contains 5722 members 
Mstep: Class 33 contains 6108 members 
Mstep: Class 34 contains 37952 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 28384 members 
Mstep: Class 37 contains 10746 members 
Mstep: Class 38 contains 7511 members 
Mstep: Class 39 contains 11676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134328048.000000 Penalty: 134660.718750
Iteration 44Q: 40 clusters Score -1.34328e+08 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 84650 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 250462 members 
Mstep: Class 6 contains 19926 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 15466 members 
Mstep: Class 9 contains 38531 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 37972 members 
Mstep: Class 12 contains 40047 members 
Mstep: Class 13 contains 14589 members 
Mstep: Class 14 contains 34496 members 
Mstep: Class 15 contains 127762 members 
Mstep: Class 16 contains 72542 members 
Mstep: Class 17 contains 11953 members 
Mstep: Class 18 contains 17920 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 36300 members 
Mstep: Class 21 contains 46835 members 
Mstep: Class 22 contains 5598 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 2674 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2924 members 
Mstep: Class 28 contains 8048 members 
Mstep: Class 29 contains 19229 members 
Mstep: Class 30 contains 14691 members 
Mstep: Class 31 contains 40870 members 
Mstep: Class 32 contains 5621 members 
Mstep: Class 33 contains 6615 members 
Mstep: Class 34 contains 38515 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 28196 members 
Mstep: Class 37 contains 11267 members 
Mstep: Class 38 contains 7487 members 
Mstep: Class 39 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134331280.000000 Penalty: 134660.718750
Iteration 45Q: 40 clusters Score -1.343313e+08 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 83217 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 249674 members 
Mstep: Class 6 contains 19924 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 15460 members 
Mstep: Class 9 contains 38778 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 38030 members 
Mstep: Class 12 contains 39781 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 34521 members 
Mstep: Class 15 contains 128167 members 
Mstep: Class 16 contains 72231 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 18 contains 17968 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 36702 members 
Mstep: Class 21 contains 46831 members 
Mstep: Class 22 contains 5623 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 8098 members 
Mstep: Class 29 contains 19292 members 
Mstep: Class 30 contains 14953 members 
Mstep: Class 31 contains 40573 members 
Mstep: Class 32 contains 5552 members 
Mstep: Class 33 contains 7056 members 
Mstep: Class 34 contains 38972 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 28036 members 
Mstep: Class 37 contains 11686 members 
Mstep: Class 38 contains 7483 members 
Mstep: Class 39 contains 11537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134333744.000000 Penalty: 134660.718750
Iteration 46Q: 40 clusters Score -1.343337e+08 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 81890 members 
Mstep: Class 4 contains 9455 members 
Mstep: Class 5 contains 249050 members 
Mstep: Class 6 contains 19904 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 15450 members 
Mstep: Class 9 contains 38970 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 38024 members 
Mstep: Class 12 contains 39572 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 34512 members 
Mstep: Class 15 contains 128576 members 
Mstep: Class 16 contains 71964 members 
Mstep: Class 17 contains 11742 members 
Mstep: Class 18 contains 17998 members 
Mstep: Class 19 contains 10120 members 
Mstep: Class 20 contains 37005 members 
Mstep: Class 21 contains 46827 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 10456 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2937 members 
Mstep: Class 28 contains 8135 members 
Mstep: Class 29 contains 19333 members 
Mstep: Class 30 contains 15246 members 
Mstep: Class 31 contains 40387 members 
Mstep: Class 32 contains 5485 members 
Mstep: Class 33 contains 7401 members 
Mstep: Class 34 contains 39365 members 
Mstep: Class 35 contains 3426 members 
Mstep: Class 36 contains 27892 members 
Mstep: Class 37 contains 12031 members 
Mstep: Class 38 contains 7481 members 
Mstep: Class 39 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134335504.000000 Penalty: 134660.718750
Iteration 47Q: 40 clusters Score -1.343355e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 80514 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 248481 members 
Mstep: Class 6 contains 19871 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15445 members 
Mstep: Class 9 contains 39131 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 38015 members 
Mstep: Class 12 contains 39432 members 
Mstep: Class 13 contains 14860 members 
Mstep: Class 14 contains 34526 members 
Mstep: Class 15 contains 128991 members 
Mstep: Class 16 contains 71732 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 19 contains 10144 members 
Mstep: Class 20 contains 37280 members 
Mstep: Class 21 contains 46887 members 
Mstep: Class 22 contains 5667 members 
Mstep: Class 23 contains 10292 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 8159 members 
Mstep: Class 29 contains 19362 members 
Mstep: Class 30 contains 15561 members 
Mstep: Class 31 contains 40251 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 7651 members 
Mstep: Class 34 contains 39710 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 27764 members 
Mstep: Class 37 contains 12334 members 
Mstep: Class 38 contains 7482 members 
Mstep: Class 39 contains 11473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134337168.000000 Penalty: 134660.718750
Iteration 48Q: 40 clusters Score -1.343372e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 79173 members 
Mstep: Class 4 contains 9400 members 
Mstep: Class 5 contains 248021 members 
Mstep: Class 6 contains 19841 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 39312 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 37973 members 
Mstep: Class 12 contains 39353 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 34544 members 
Mstep: Class 15 contains 129387 members 
Mstep: Class 16 contains 71545 members 
Mstep: Class 17 contains 11587 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 10157 members 
Mstep: Class 20 contains 37481 members 
Mstep: Class 21 contains 46900 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 10119 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 2806 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2951 members 
Mstep: Class 28 contains 8182 members 
Mstep: Class 29 contains 19365 members 
Mstep: Class 30 contains 15891 members 
Mstep: Class 31 contains 40153 members 
Mstep: Class 32 contains 5383 members 
Mstep: Class 33 contains 7828 members 
Mstep: Class 34 contains 40011 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 27651 members 
Mstep: Class 37 contains 12565 members 
Mstep: Class 38 contains 7483 members 
Mstep: Class 39 contains 11451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134338416.000000 Penalty: 134660.718750
Iteration 49Q: 40 clusters Score -1.343384e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 77859 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 247648 members 
Mstep: Class 6 contains 19792 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 39478 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 37922 members 
Mstep: Class 12 contains 39292 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 34565 members 
Mstep: Class 15 contains 129763 members 
Mstep: Class 16 contains 71389 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 37657 members 
Mstep: Class 21 contains 46926 members 
Mstep: Class 22 contains 5669 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 19363 members 
Mstep: Class 30 contains 16154 members 
Mstep: Class 31 contains 40089 members 
Mstep: Class 32 contains 5349 members 
Mstep: Class 33 contains 7972 members 
Mstep: Class 34 contains 40264 members 
Mstep: Class 35 contains 3429 members 
Mstep: Class 36 contains 27563 members 
Mstep: Class 37 contains 12778 members 
Mstep: Class 38 contains 7467 members 
Mstep: Class 39 contains 11423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134339712.000000 Penalty: 134660.718750
Iteration 50Q: 40 clusters Score -1.343397e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 76649 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 247369 members 
Mstep: Class 6 contains 19747 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15445 members 
Mstep: Class 9 contains 39577 members 
Mstep: Class 10 contains 4131 members 
Mstep: Class 11 contains 37916 members 
Mstep: Class 12 contains 39277 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 34576 members 
Mstep: Class 15 contains 130085 members 
Mstep: Class 16 contains 71249 members 
Mstep: Class 17 contains 11381 members 
Mstep: Class 18 contains 18150 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 37790 members 
Mstep: Class 21 contains 46954 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 10046 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 8208 members 
Mstep: Class 29 contains 19356 members 
Mstep: Class 30 contains 16339 members 
Mstep: Class 31 contains 40031 members 
Mstep: Class 32 contains 5310 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 40482 members 
Mstep: Class 35 contains 3439 members 
Mstep: Class 36 contains 27487 members 
Mstep: Class 37 contains 12941 members 
Mstep: Class 38 contains 7448 members 
Mstep: Class 39 contains 11414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134340368.000000 Penalty: 134660.718750
Iteration 51Q: 40 clusters Score -1.343404e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11647 members 
Mstep: Class 3 contains 75562 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 247123 members 
Mstep: Class 6 contains 19686 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 39672 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 37885 members 
Mstep: Class 12 contains 39262 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 34577 members 
Mstep: Class 15 contains 130387 members 
Mstep: Class 16 contains 71149 members 
Mstep: Class 17 contains 11285 members 
Mstep: Class 18 contains 18173 members 
Mstep: Class 19 contains 10201 members 
Mstep: Class 20 contains 37898 members 
Mstep: Class 21 contains 47008 members 
Mstep: Class 22 contains 5661 members 
Mstep: Class 23 contains 10084 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 19341 members 
Mstep: Class 30 contains 16458 members 
Mstep: Class 31 contains 39998 members 
Mstep: Class 32 contains 5271 members 
Mstep: Class 33 contains 8168 members 
Mstep: Class 34 contains 40643 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 27423 members 
Mstep: Class 37 contains 13061 members 
Mstep: Class 38 contains 7422 members 
Mstep: Class 39 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134341072.000000 Penalty: 134660.718750
Iteration 52Q: 40 clusters Score -1.343411e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 74546 members 
Mstep: Class 4 contains 9389 members 
Mstep: Class 5 contains 246905 members 
Mstep: Class 6 contains 19621 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 39738 members 
Mstep: Class 10 contains 4172 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 39234 members 
Mstep: Class 13 contains 15039 members 
Mstep: Class 14 contains 34576 members 
Mstep: Class 15 contains 130675 members 
Mstep: Class 16 contains 71059 members 
Mstep: Class 17 contains 11244 members 
Mstep: Class 18 contains 18174 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 37989 members 
Mstep: Class 21 contains 47064 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 10153 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 3003 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 19322 members 
Mstep: Class 30 contains 16500 members 
Mstep: Class 31 contains 40004 members 
Mstep: Class 32 contains 5233 members 
Mstep: Class 33 contains 8221 members 
Mstep: Class 34 contains 40763 members 
Mstep: Class 35 contains 3457 members 
Mstep: Class 36 contains 27366 members 
Mstep: Class 37 contains 13181 members 
Mstep: Class 38 contains 7395 members 
Mstep: Class 39 contains 11403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134341216.000000 Penalty: 134660.718750
Iteration 53Q: 40 clusters Score -1.343412e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 73592 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 246753 members 
Mstep: Class 6 contains 19552 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15444 members 
Mstep: Class 9 contains 39787 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 37851 members 
Mstep: Class 12 contains 39223 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 34571 members 
Mstep: Class 15 contains 130943 members 
Mstep: Class 16 contains 70970 members 
Mstep: Class 17 contains 11246 members 
Mstep: Class 18 contains 18164 members 
Mstep: Class 19 contains 10223 members 
Mstep: Class 20 contains 38041 members 
Mstep: Class 21 contains 47134 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 10212 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 3073 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2943 members 
Mstep: Class 28 contains 8227 members 
Mstep: Class 29 contains 19282 members 
Mstep: Class 30 contains 16482 members 
Mstep: Class 31 contains 40002 members 
Mstep: Class 32 contains 5197 members 
Mstep: Class 33 contains 8262 members 
Mstep: Class 34 contains 40866 members 
Mstep: Class 35 contains 3456 members 
Mstep: Class 36 contains 27308 members 
Mstep: Class 37 contains 13286 members 
Mstep: Class 38 contains 7383 members 
Mstep: Class 39 contains 11399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134341936.000000 Penalty: 134660.718750
Iteration 54Q: 40 clusters Score -1.343419e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 72694 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 246598 members 
Mstep: Class 6 contains 19493 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 39821 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 37835 members 
Mstep: Class 12 contains 39240 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 34577 members 
Mstep: Class 15 contains 131177 members 
Mstep: Class 16 contains 70888 members 
Mstep: Class 17 contains 11273 members 
Mstep: Class 18 contains 18151 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 38104 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 8234 members 
Mstep: Class 29 contains 19223 members 
Mstep: Class 30 contains 16422 members 
Mstep: Class 31 contains 39997 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 8297 members 
Mstep: Class 34 contains 40940 members 
Mstep: Class 35 contains 3460 members 
Mstep: Class 36 contains 27266 members 
Mstep: Class 37 contains 13364 members 
Mstep: Class 38 contains 7385 members 
Mstep: Class 39 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134342400.000000 Penalty: 134660.718750
Iteration 55Q: 40 clusters Score -1.343424e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 11922 members 
Mstep: Class 3 contains 71792 members 
Mstep: Class 4 contains 9386 members 
Mstep: Class 5 contains 246449 members 
Mstep: Class 6 contains 19441 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 39849 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 39258 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 34586 members 
Mstep: Class 15 contains 131405 members 
Mstep: Class 16 contains 70821 members 
Mstep: Class 17 contains 11304 members 
Mstep: Class 18 contains 18149 members 
Mstep: Class 19 contains 10239 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 21 contains 47287 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 10315 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 8236 members 
Mstep: Class 29 contains 19131 members 
Mstep: Class 30 contains 16336 members 
Mstep: Class 31 contains 40001 members 
Mstep: Class 32 contains 5132 members 
Mstep: Class 33 contains 8322 members 
Mstep: Class 34 contains 40983 members 
Mstep: Class 35 contains 3465 members 
Mstep: Class 36 contains 27205 members 
Mstep: Class 37 contains 13439 members 
Mstep: Class 38 contains 7391 members 
Mstep: Class 39 contains 11387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134343504.000000 Penalty: 134660.718750
Iteration 56Q: 40 clusters Score -1.343435e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 70941 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 246354 members 
Mstep: Class 6 contains 19370 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15435 members 
Mstep: Class 9 contains 39861 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 37789 members 
Mstep: Class 12 contains 39275 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 34584 members 
Mstep: Class 15 contains 131596 members 
Mstep: Class 16 contains 70775 members 
Mstep: Class 17 contains 11339 members 
Mstep: Class 18 contains 18161 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 38239 members 
Mstep: Class 21 contains 47356 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 10365 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 3241 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 19068 members 
Mstep: Class 30 contains 16245 members 
Mstep: Class 31 contains 39989 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 8356 members 
Mstep: Class 34 contains 41041 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 27140 members 
Mstep: Class 37 contains 13501 members 
Mstep: Class 38 contains 7406 members 
Mstep: Class 39 contains 11381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344256.000000 Penalty: 134660.718750
Iteration 57Q: 40 clusters Score -1.343443e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 70145 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 5 contains 246262 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15432 members 
Mstep: Class 9 contains 39826 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 37804 members 
Mstep: Class 12 contains 39278 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 34585 members 
Mstep: Class 15 contains 131785 members 
Mstep: Class 16 contains 70722 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 18157 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 38284 members 
Mstep: Class 21 contains 47439 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 10404 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 8246 members 
Mstep: Class 29 contains 19062 members 
Mstep: Class 30 contains 16133 members 
Mstep: Class 31 contains 39989 members 
Mstep: Class 32 contains 5072 members 
Mstep: Class 33 contains 8379 members 
Mstep: Class 34 contains 41081 members 
Mstep: Class 35 contains 3485 members 
Mstep: Class 36 contains 27075 members 
Mstep: Class 37 contains 13552 members 
Mstep: Class 38 contains 7432 members 
Mstep: Class 39 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134344816.000000 Penalty: 134660.718750
Iteration 58Q: 40 clusters Score -1.343448e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 12041 members 
Mstep: Class 3 contains 69338 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 246189 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15428 members 
Mstep: Class 9 contains 39799 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 39283 members 
Mstep: Class 13 contains 15151 members 
Mstep: Class 14 contains 34587 members 
Mstep: Class 15 contains 132004 members 
Mstep: Class 16 contains 70680 members 
Mstep: Class 17 contains 11398 members 
Mstep: Class 18 contains 18164 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 38316 members 
Mstep: Class 21 contains 47518 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 10452 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 3300 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 19083 members 
Mstep: Class 30 contains 16010 members 
Mstep: Class 31 contains 39989 members 
Mstep: Class 32 contains 5043 members 
Mstep: Class 33 contains 8412 members 
Mstep: Class 34 contains 41107 members 
Mstep: Class 35 contains 3492 members 
Mstep: Class 36 contains 27032 members 
Mstep: Class 37 contains 13578 members 
Mstep: Class 38 contains 7452 members 
Mstep: Class 39 contains 11374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134345008.000000 Penalty: 134660.718750
Iteration 59Q: 40 clusters Score -1.34345e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 68588 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 246097 members 
Mstep: Class 6 contains 19235 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 15435 members 
Mstep: Class 9 contains 39772 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 37833 members 
Mstep: Class 12 contains 39285 members 
Mstep: Class 13 contains 15162 members 
Mstep: Class 14 contains 34582 members 
Mstep: Class 15 contains 132231 members 
Mstep: Class 16 contains 70652 members 
Mstep: Class 17 contains 11414 members 
Mstep: Class 18 contains 18172 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 38329 members 
Mstep: Class 21 contains 47576 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 10502 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 3336 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 8250 members 
Mstep: Class 29 contains 19100 members 
Mstep: Class 30 contains 15904 members 
Mstep: Class 31 contains 39978 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 8443 members 
Mstep: Class 34 contains 41140 members 
Mstep: Class 35 contains 3505 members 
Mstep: Class 36 contains 27001 members 
Mstep: Class 37 contains 13625 members 
Mstep: Class 38 contains 7476 members 
Mstep: Class 39 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134349280.000000 Penalty: 134660.718750
Iteration 60F: 40 clusters Score -1.343493e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 67849 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 246052 members 
Mstep: Class 6 contains 19189 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 15438 members 
Mstep: Class 9 contains 39750 members 
Mstep: Class 10 contains 4678 members 
Mstep: Class 11 contains 37551 members 
Mstep: Class 12 contains 39096 members 
Mstep: Class 13 contains 15173 members 
Mstep: Class 14 contains 34584 members 
Mstep: Class 15 contains 132429 members 
Mstep: Class 16 contains 70614 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 18156 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 38336 members 
Mstep: Class 21 contains 47527 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 19105 members 
Mstep: Class 30 contains 15868 members 
Mstep: Class 31 contains 39604 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 9055 members 
Mstep: Class 34 contains 41172 members 
Mstep: Class 35 contains 3500 members 
Mstep: Class 36 contains 26983 members 
Mstep: Class 37 contains 13656 members 
Mstep: Class 38 contains 7503 members 
Mstep: Class 39 contains 11355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134354048.000000 Penalty: 134660.718750
Iteration 61Q: 40 clusters Score -1.34354e+08 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 11946 members 
Mstep: Class 3 contains 67126 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 5 contains 245925 members 
Mstep: Class 6 contains 19178 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 39710 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 37261 members 
Mstep: Class 12 contains 38854 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 34606 members 
Mstep: Class 15 contains 132594 members 
Mstep: Class 16 contains 70586 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 18140 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 38344 members 
Mstep: Class 21 contains 47549 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 4211 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 19128 members 
Mstep: Class 30 contains 15780 members 
Mstep: Class 31 contains 39272 members 
Mstep: Class 32 contains 5040 members 
Mstep: Class 33 contains 9616 members 
Mstep: Class 34 contains 41201 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 26959 members 
Mstep: Class 37 contains 13749 members 
Mstep: Class 38 contains 7540 members 
Mstep: Class 39 contains 11327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134356576.000000 Penalty: 134660.718750
Iteration 62Q: 40 clusters Score -1.343566e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 66408 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 245748 members 
Mstep: Class 6 contains 19172 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15447 members 
Mstep: Class 9 contains 39680 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 37095 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 34647 members 
Mstep: Class 15 contains 132724 members 
Mstep: Class 16 contains 70566 members 
Mstep: Class 17 contains 11412 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 38357 members 
Mstep: Class 21 contains 47606 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 10649 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 4553 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2940 members 
Mstep: Class 28 contains 8246 members 
Mstep: Class 29 contains 19149 members 
Mstep: Class 30 contains 15669 members 
Mstep: Class 31 contains 38947 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 10170 members 
Mstep: Class 34 contains 41234 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 26937 members 
Mstep: Class 37 contains 13810 members 
Mstep: Class 38 contains 7602 members 
Mstep: Class 39 contains 11313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134358336.000000 Penalty: 134660.718750
Iteration 63Q: 40 clusters Score -1.343583e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 65696 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 245570 members 
Mstep: Class 6 contains 19158 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 39653 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 37022 members 
Mstep: Class 12 contains 38307 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 34716 members 
Mstep: Class 15 contains 132866 members 
Mstep: Class 16 contains 70533 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 18090 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 38368 members 
Mstep: Class 21 contains 47686 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 1527 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 8246 members 
Mstep: Class 29 contains 19158 members 
Mstep: Class 30 contains 15529 members 
Mstep: Class 31 contains 38627 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 10687 members 
Mstep: Class 34 contains 41252 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 26918 members 
Mstep: Class 37 contains 13842 members 
Mstep: Class 38 contains 7636 members 
Mstep: Class 39 contains 11305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134359664.000000 Penalty: 134660.718750
Iteration 64Q: 40 clusters Score -1.343597e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 64986 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 245410 members 
Mstep: Class 6 contains 19173 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15434 members 
Mstep: Class 9 contains 39615 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 37001 members 
Mstep: Class 12 contains 38116 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 14 contains 34776 members 
Mstep: Class 15 contains 132966 members 
Mstep: Class 16 contains 70503 members 
Mstep: Class 17 contains 11635 members 
Mstep: Class 18 contains 18062 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 38374 members 
Mstep: Class 21 contains 47759 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 10651 members 
Mstep: Class 24 contains 1508 members 
Mstep: Class 25 contains 5044 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2953 members 
Mstep: Class 28 contains 8246 members 
Mstep: Class 29 contains 19160 members 
Mstep: Class 30 contains 15385 members 
Mstep: Class 31 contains 38300 members 
Mstep: Class 32 contains 4914 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 41272 members 
Mstep: Class 35 contains 3539 members 
Mstep: Class 36 contains 26901 members 
Mstep: Class 37 contains 13870 members 
Mstep: Class 38 contains 7679 members 
Mstep: Class 39 contains 11289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134360960.000000 Penalty: 134660.718750
Iteration 65Q: 40 clusters Score -1.34361e+08 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 64320 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 245277 members 
Mstep: Class 6 contains 19196 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15433 members 
Mstep: Class 9 contains 39562 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 37029 members 
Mstep: Class 12 contains 37945 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 34824 members 
Mstep: Class 15 contains 133069 members 
Mstep: Class 16 contains 70469 members 
Mstep: Class 17 contains 11727 members 
Mstep: Class 18 contains 18042 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 38371 members 
Mstep: Class 21 contains 47838 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 1495 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 19147 members 
Mstep: Class 30 contains 15246 members 
Mstep: Class 31 contains 37977 members 
Mstep: Class 32 contains 4929 members 
Mstep: Class 33 contains 11631 members 
Mstep: Class 34 contains 41295 members 
Mstep: Class 35 contains 3549 members 
Mstep: Class 36 contains 26881 members 
Mstep: Class 37 contains 13883 members 
Mstep: Class 38 contains 7722 members 
Mstep: Class 39 contains 11271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134361744.000000 Penalty: 134660.718750
Iteration 66Q: 40 clusters Score -1.343617e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 63648 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 245146 members 
Mstep: Class 6 contains 19231 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 39510 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 37078 members 
Mstep: Class 12 contains 37818 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 34880 members 
Mstep: Class 15 contains 133152 members 
Mstep: Class 16 contains 70449 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 18013 members 
Mstep: Class 19 contains 10264 members 
Mstep: Class 20 contains 38370 members 
Mstep: Class 21 contains 47958 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 1484 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2950 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 19139 members 
Mstep: Class 30 contains 15075 members 
Mstep: Class 31 contains 37684 members 
Mstep: Class 32 contains 4906 members 
Mstep: Class 33 contains 12033 members 
Mstep: Class 34 contains 41316 members 
Mstep: Class 35 contains 3561 members 
Mstep: Class 36 contains 26872 members 
Mstep: Class 37 contains 13880 members 
Mstep: Class 38 contains 7742 members 
Mstep: Class 39 contains 11264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134362320.000000 Penalty: 134660.718750
Iteration 67Q: 40 clusters Score -1.343623e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 63020 members 
Mstep: Class 4 contains 9212 members 
Mstep: Class 5 contains 245044 members 
Mstep: Class 6 contains 19251 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15438 members 
Mstep: Class 9 contains 39471 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 37150 members 
Mstep: Class 12 contains 37707 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 34936 members 
Mstep: Class 15 contains 133211 members 
Mstep: Class 16 contains 70427 members 
Mstep: Class 17 contains 11954 members 
Mstep: Class 18 contains 17976 members 
Mstep: Class 19 contains 10262 members 
Mstep: Class 20 contains 38370 members 
Mstep: Class 21 contains 48065 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 19141 members 
Mstep: Class 30 contains 14921 members 
Mstep: Class 31 contains 37405 members 
Mstep: Class 32 contains 4903 members 
Mstep: Class 33 contains 12395 members 
Mstep: Class 34 contains 41317 members 
Mstep: Class 35 contains 3568 members 
Mstep: Class 36 contains 26855 members 
Mstep: Class 37 contains 13859 members 
Mstep: Class 38 contains 7784 members 
Mstep: Class 39 contains 11255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134362912.000000 Penalty: 134660.718750
Iteration 68Q: 40 clusters Score -1.343629e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 62412 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 244965 members 
Mstep: Class 6 contains 19259 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 39419 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 37631 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 34991 members 
Mstep: Class 15 contains 133274 members 
Mstep: Class 16 contains 70385 members 
Mstep: Class 17 contains 12066 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 38364 members 
Mstep: Class 21 contains 48202 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 10672 members 
Mstep: Class 24 contains 1468 members 
Mstep: Class 25 contains 5408 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 8248 members 
Mstep: Class 29 contains 19146 members 
Mstep: Class 30 contains 14746 members 
Mstep: Class 31 contains 37150 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 12703 members 
Mstep: Class 34 contains 41344 members 
Mstep: Class 35 contains 3574 members 
Mstep: Class 36 contains 26832 members 
Mstep: Class 37 contains 13845 members 
Mstep: Class 38 contains 7825 members 
Mstep: Class 39 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364032.000000 Penalty: 134660.718750
Iteration 69Q: 40 clusters Score -1.34364e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 61855 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 244898 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 39375 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 37295 members 
Mstep: Class 12 contains 37592 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 35046 members 
Mstep: Class 15 contains 133326 members 
Mstep: Class 16 contains 70350 members 
Mstep: Class 17 contains 12180 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 10263 members 
Mstep: Class 20 contains 38351 members 
Mstep: Class 21 contains 48298 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 10676 members 
Mstep: Class 24 contains 1466 members 
Mstep: Class 25 contains 5449 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2945 members 
Mstep: Class 28 contains 8245 members 
Mstep: Class 29 contains 19132 members 
Mstep: Class 30 contains 14609 members 
Mstep: Class 31 contains 36920 members 
Mstep: Class 32 contains 4902 members 
Mstep: Class 33 contains 12938 members 
Mstep: Class 34 contains 41361 members 
Mstep: Class 35 contains 3582 members 
Mstep: Class 36 contains 26822 members 
Mstep: Class 37 contains 13791 members 
Mstep: Class 38 contains 7879 members 
Mstep: Class 39 contains 11223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134364544.000000 Penalty: 134660.718750
Iteration 70Q: 40 clusters Score -1.343645e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 61337 members 
Mstep: Class 4 contains 9178 members 
Mstep: Class 5 contains 244836 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 39342 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 37356 members 
Mstep: Class 12 contains 37565 members 
Mstep: Class 13 contains 16028 members 
Mstep: Class 14 contains 35115 members 
Mstep: Class 15 contains 133373 members 
Mstep: Class 16 contains 70319 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 38344 members 
Mstep: Class 21 contains 48414 members 
Mstep: Class 22 contains 5623 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1463 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8243 members 
Mstep: Class 29 contains 19102 members 
Mstep: Class 30 contains 14448 members 
Mstep: Class 31 contains 36738 members 
Mstep: Class 32 contains 4889 members 
Mstep: Class 33 contains 13087 members 
Mstep: Class 34 contains 41380 members 
Mstep: Class 35 contains 3591 members 
Mstep: Class 36 contains 26808 members 
Mstep: Class 37 contains 13752 members 
Mstep: Class 38 contains 7935 members 
Mstep: Class 39 contains 11217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134365104.000000 Penalty: 134660.718750
Iteration 71Q: 40 clusters Score -1.343651e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 60832 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 244808 members 
Mstep: Class 6 contains 19335 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 9 contains 39297 members 
Mstep: Class 10 contains 5130 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 12 contains 37568 members 
Mstep: Class 13 contains 16112 members 
Mstep: Class 14 contains 35184 members 
Mstep: Class 15 contains 133435 members 
Mstep: Class 16 contains 70284 members 
Mstep: Class 17 contains 12435 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 38326 members 
Mstep: Class 21 contains 48538 members 
Mstep: Class 22 contains 5624 members 
Mstep: Class 23 contains 10672 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 19077 members 
Mstep: Class 30 contains 14300 members 
Mstep: Class 31 contains 36562 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 13208 members 
Mstep: Class 34 contains 41383 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 26794 members 
Mstep: Class 37 contains 13702 members 
Mstep: Class 38 contains 7993 members 
Mstep: Class 39 contains 11206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134365072.000000 Penalty: 134660.718750
Iteration 72Q: 40 clusters Score -1.343651e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 60344 members 
Mstep: Class 4 contains 9144 members 
Mstep: Class 5 contains 244772 members 
Mstep: Class 6 contains 19355 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15427 members 
Mstep: Class 9 contains 39256 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 37498 members 
Mstep: Class 12 contains 37582 members 
Mstep: Class 13 contains 16166 members 
Mstep: Class 14 contains 35224 members 
Mstep: Class 15 contains 133497 members 
Mstep: Class 16 contains 70260 members 
Mstep: Class 17 contains 12556 members 
Mstep: Class 18 contains 17836 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 38306 members 
Mstep: Class 21 contains 48663 members 
Mstep: Class 22 contains 5623 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2958 members 
Mstep: Class 28 contains 8237 members 
Mstep: Class 29 contains 19084 members 
Mstep: Class 30 contains 14160 members 
Mstep: Class 31 contains 36391 members 
Mstep: Class 32 contains 4873 members 
Mstep: Class 33 contains 13332 members 
Mstep: Class 34 contains 41390 members 
Mstep: Class 35 contains 3599 members 
Mstep: Class 36 contains 26782 members 
Mstep: Class 37 contains 13655 members 
Mstep: Class 38 contains 8032 members 
Mstep: Class 39 contains 11204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134365392.000000 Penalty: 134660.718750
Iteration 73Q: 40 clusters Score -1.343654e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 59832 members 
Mstep: Class 4 contains 9135 members 
Mstep: Class 5 contains 244744 members 
Mstep: Class 6 contains 19392 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15433 members 
Mstep: Class 9 contains 39238 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 37574 members 
Mstep: Class 12 contains 37606 members 
Mstep: Class 13 contains 16193 members 
Mstep: Class 14 contains 35244 members 
Mstep: Class 15 contains 133542 members 
Mstep: Class 16 contains 70243 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 18 contains 17828 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38297 members 
Mstep: Class 21 contains 48792 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 10676 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5520 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 19098 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 36239 members 
Mstep: Class 32 contains 4866 members 
Mstep: Class 33 contains 13437 members 
Mstep: Class 34 contains 41392 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 26774 members 
Mstep: Class 37 contains 13621 members 
Mstep: Class 38 contains 8058 members 
Mstep: Class 39 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134365408.000000 Penalty: 134660.718750
Iteration 74Q: 40 clusters Score -1.343654e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 59322 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 244731 members 
Mstep: Class 6 contains 19425 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15429 members 
Mstep: Class 9 contains 39219 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 37653 members 
Mstep: Class 12 contains 37623 members 
Mstep: Class 13 contains 16210 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 133596 members 
Mstep: Class 16 contains 70226 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 17806 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 38282 members 
Mstep: Class 21 contains 48950 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 5531 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2956 members 
Mstep: Class 28 contains 8225 members 
Mstep: Class 29 contains 19119 members 
Mstep: Class 30 contains 13893 members 
Mstep: Class 31 contains 36087 members 
Mstep: Class 32 contains 4872 members 
Mstep: Class 33 contains 13536 members 
Mstep: Class 34 contains 41398 members 
Mstep: Class 35 contains 3607 members 
Mstep: Class 36 contains 26769 members 
Mstep: Class 37 contains 13610 members 
Mstep: Class 38 contains 8075 members 
Mstep: Class 39 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134366032.000000 Penalty: 134660.718750
Iteration 75Q: 40 clusters Score -1.34366e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 58825 members 
Mstep: Class 4 contains 9120 members 
Mstep: Class 5 contains 244721 members 
Mstep: Class 6 contains 19450 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 37724 members 
Mstep: Class 12 contains 37636 members 
Mstep: Class 13 contains 16230 members 
Mstep: Class 14 contains 35256 members 
Mstep: Class 15 contains 133642 members 
Mstep: Class 16 contains 70223 members 
Mstep: Class 17 contains 12881 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 49108 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 5533 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 8223 members 
Mstep: Class 29 contains 19135 members 
Mstep: Class 30 contains 13766 members 
Mstep: Class 31 contains 35968 members 
Mstep: Class 32 contains 4863 members 
Mstep: Class 33 contains 13621 members 
Mstep: Class 34 contains 41405 members 
Mstep: Class 35 contains 3612 members 
Mstep: Class 36 contains 26769 members 
Mstep: Class 37 contains 13603 members 
Mstep: Class 38 contains 8080 members 
Mstep: Class 39 contains 11168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134366080.000000 Penalty: 134660.718750
Iteration 76Q: 40 clusters Score -1.343661e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 58337 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 244717 members 
Mstep: Class 6 contains 19480 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 39184 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 37795 members 
Mstep: Class 12 contains 37657 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 35265 members 
Mstep: Class 15 contains 133716 members 
Mstep: Class 16 contains 70223 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 17754 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 38250 members 
Mstep: Class 21 contains 49256 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 19149 members 
Mstep: Class 30 contains 13633 members 
Mstep: Class 31 contains 35851 members 
Mstep: Class 32 contains 4860 members 
Mstep: Class 33 contains 13711 members 
Mstep: Class 34 contains 41417 members 
Mstep: Class 35 contains 3613 members 
Mstep: Class 36 contains 26763 members 
Mstep: Class 37 contains 13579 members 
Mstep: Class 38 contains 8085 members 
Mstep: Class 39 contains 11158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134366416.000000 Penalty: 134660.718750
Iteration 77Q: 40 clusters Score -1.343664e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 11646 members 
Mstep: Class 3 contains 57877 members 
Mstep: Class 4 contains 9110 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19506 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15435 members 
Mstep: Class 9 contains 39171 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 37858 members 
Mstep: Class 12 contains 37687 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 35282 members 
Mstep: Class 15 contains 133774 members 
Mstep: Class 16 contains 70219 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 38247 members 
Mstep: Class 21 contains 49396 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2950 members 
Mstep: Class 28 contains 8214 members 
Mstep: Class 29 contains 19159 members 
Mstep: Class 30 contains 13481 members 
Mstep: Class 31 contains 35758 members 
Mstep: Class 32 contains 4865 members 
Mstep: Class 33 contains 13780 members 
Mstep: Class 34 contains 41426 members 
Mstep: Class 35 contains 3614 members 
Mstep: Class 36 contains 26758 members 
Mstep: Class 37 contains 13547 members 
Mstep: Class 38 contains 8093 members 
Mstep: Class 39 contains 11152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134366640.000000 Penalty: 134660.718750
Iteration 78Q: 40 clusters Score -1.343666e+08 nChanged 1508
Entering ConstructFrom: 
Score: -134366640.000000 Penalty: 134660.718750
Entering ConstructFrom: 
Trying to split cluster 1 (24210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Entering Unmasked Estep 
Score: -3030956.250000 Penalty: 2503.441162
	Iteration 0F: 2 clusters Score -3030956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3014007.500000 Penalty: 5006.882324
	Iteration 0F: 3 clusters Score -3014008 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3019867.250000 Penalty: 5006.882324
	Iteration 1F: 3 clusters Score -3019867 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3020292.000000 Penalty: 5006.882324
	Iteration 2F: 3 clusters Score -3020292 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3020648.750000 Penalty: 5006.882324
	Iteration 3Q: 3 clusters Score -3020649 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3020984.000000 Penalty: 5006.882324
	Iteration 4Q: 3 clusters Score -3020984 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3021312.750000 Penalty: 5006.882324
	Iteration 5Q: 3 clusters Score -3021313 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3021697.250000 Penalty: 5006.882324
	Iteration 6Q: 3 clusters Score -3021697 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3022149.250000 Penalty: 5006.882324
	Iteration 7Q: 3 clusters Score -3022149 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3022741.250000 Penalty: 5006.882324
	Iteration 8Q: 3 clusters Score -3022741 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3023555.000000 Penalty: 5006.882324
	Iteration 9F: 3 clusters Score -3023555 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3024520.500000 Penalty: 5006.882324
	Iteration 10F: 3 clusters Score -3024520 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3025536.500000 Penalty: 5006.882324
	Iteration 11F: 3 clusters Score -3025536 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3026487.750000 Penalty: 5006.882324
	Iteration 12Q: 3 clusters Score -3026488 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3027237.000000 Penalty: 5006.882324
	Iteration 13Q: 3 clusters Score -3027237 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3027794.250000 Penalty: 5006.882324
	Iteration 14Q: 3 clusters Score -3027794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3028159.250000 Penalty: 5006.882324
	Iteration 15Q: 3 clusters Score -3028159 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3028377.000000 Penalty: 5006.882324
	Iteration 16Q: 3 clusters Score -3028377 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3028503.750000 Penalty: 5006.882324
	Iteration 17Q: 3 clusters Score -3028504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3028582.500000 Penalty: 5006.882324
	Iteration 18Q: 3 clusters Score -3028582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3028635.750000 Penalty: 5006.882324
	Iteration 19Q: 3 clusters Score -3028636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3028674.250000 Penalty: 5006.882324
	Iteration 20F: 3 clusters Score -3028674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3028693.000000 Penalty: 5006.882324
	Iteration 21Q: 3 clusters Score -3028693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3028711.000000 Penalty: 5006.882324
	Iteration 22Q: 3 clusters Score -3028711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3028730.250000 Penalty: 5006.882324
	Iteration 23Q: 3 clusters Score -3028730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3028745.250000 Penalty: 5006.882324
	Iteration 24Q: 3 clusters Score -3028745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3028756.250000 Penalty: 5006.882324
	Iteration 25Q: 3 clusters Score -3028756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3028763.250000 Penalty: 5006.882324
	Iteration 26Q: 3 clusters Score -3028763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3028772.750000 Penalty: 5006.882324
	Iteration 27Q: 3 clusters Score -3028773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3028784.500000 Penalty: 5006.882324
	Iteration 28Q: 3 clusters Score -3028784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3028790.000000 Penalty: 5006.882324
	Iteration 29Q: 3 clusters Score -3028790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3028793.000000 Penalty: 5006.882324
	Iteration 30Q: 3 clusters Score -3028793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3028793.000000 Penalty: 5006.882324
	Iteration 31F: 3 clusters Score -3028793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1232074.625000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1232075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1223589.625000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1223590 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1228379.125000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1228379 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1234696.875000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1234697 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1239636.125000 Penalty: 4643.183594
	Iteration 3F: 3 clusters Score -1239636 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1242562.750000 Penalty: 4643.183594
	Iteration 4F: 3 clusters Score -1242563 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1245257.125000 Penalty: 4643.183594
	Iteration 5F: 3 clusters Score -1245257 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1247724.000000 Penalty: 4643.183594
	Iteration 6F: 3 clusters Score -1247724 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1249671.000000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1249671 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1250688.125000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1250688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1250983.125000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1250983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1251151.125000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1251151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1251278.000000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1251278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1251706.625000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1251707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1252454.125000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1252454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1252465.875000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1252466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1252467.000000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1252467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1252466.125000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1252466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1252470.000000 Penalty: 4643.183594
	Iteration 17F: 3 clusters Score -1252470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1252475.125000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1252475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1252479.000000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1252479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1252481.500000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1252482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Entering Unmasked Estep 
Score: -134385904.000000 Penalty: 138113.546875
Splitting cluster 2 changes total score from -134366640.000000 to -134385904.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (57451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Entering Unmasked Estep 
Score: -7100805.000000 Penalty: 2717.754639
	Iteration 0F: 2 clusters Score -7100805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -7062150.000000 Penalty: 5435.509277
	Iteration 0F: 3 clusters Score -7062150 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -7077412.500000 Penalty: 5435.509277
	Iteration 1F: 3 clusters Score -7077412 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7078371.500000 Penalty: 5435.509277
	Iteration 2Q: 3 clusters Score -7078372 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7079611.000000 Penalty: 5435.509277
	Iteration 3F: 3 clusters Score -7079611 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7081304.500000 Penalty: 5435.509277
	Iteration 4F: 3 clusters Score -7081304 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -7083652.500000 Penalty: 5435.509277
	Iteration 5F: 3 clusters Score -7083652 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -7086363.500000 Penalty: 5435.509277
	Iteration 6F: 3 clusters Score -7086364 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -7089360.000000 Penalty: 5435.509277
	Iteration 7F: 3 clusters Score -7089360 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -7092267.000000 Penalty: 5435.509277
	Iteration 8F: 3 clusters Score -7092267 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7094674.500000 Penalty: 5435.509277
	Iteration 9Q: 3 clusters Score -7094674 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7096285.500000 Penalty: 5435.509277
	Iteration 10Q: 3 clusters Score -7096286 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7097202.000000 Penalty: 5435.509277
	Iteration 11Q: 3 clusters Score -7097202 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7097722.000000 Penalty: 5435.509277
	Iteration 12Q: 3 clusters Score -7097722 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7098008.500000 Penalty: 5435.509277
	Iteration 13Q: 3 clusters Score -7098008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7098180.000000 Penalty: 5435.509277
	Iteration 14Q: 3 clusters Score -7098180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7098286.500000 Penalty: 5435.509277
	Iteration 15Q: 3 clusters Score -7098286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7098355.000000 Penalty: 5435.509277
	Iteration 16Q: 3 clusters Score -7098355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7098402.000000 Penalty: 5435.509277
	Iteration 17Q: 3 clusters Score -7098402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7098438.500000 Penalty: 5435.509277
	Iteration 18Q: 3 clusters Score -7098438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7098452.000000 Penalty: 5435.509277
	Iteration 19Q: 3 clusters Score -7098452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7098480.000000 Penalty: 5435.509277
	Iteration 20F: 3 clusters Score -7098480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7098511.000000 Penalty: 5435.509277
	Iteration 21Q: 3 clusters Score -7098511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7098530.000000 Penalty: 5435.509277
	Iteration 22Q: 3 clusters Score -7098530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7098538.000000 Penalty: 5435.509277
	Iteration 23Q: 3 clusters Score -7098538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7098557.000000 Penalty: 5435.509277
	Iteration 24Q: 3 clusters Score -7098557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7098560.000000 Penalty: 5435.509277
	Iteration 25Q: 3 clusters Score -7098560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7098560.500000 Penalty: 5435.509277
	Iteration 26Q: 3 clusters Score -7098560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7098558.000000 Penalty: 5435.509277
	Iteration 27Q: 3 clusters Score -7098558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7098558.000000 Penalty: 5435.509277
	Iteration 28Q: 3 clusters Score -7098558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7098561.000000 Penalty: 5435.509277
	Iteration 29Q: 3 clusters Score -7098561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7098569.500000 Penalty: 5435.509277
	Iteration 30Q: 3 clusters Score -7098570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7098564.000000 Penalty: 5435.509277
	Iteration 31Q: 3 clusters Score -7098564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7098562.000000 Penalty: 5435.509277
	Iteration 32Q: 3 clusters Score -7098562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7098558.500000 Penalty: 5435.509277
	Iteration 33Q: 3 clusters Score -7098558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7098555.000000 Penalty: 5435.509277
	Iteration 34Q: 3 clusters Score -7098555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7098555.000000 Penalty: 5435.509277
	Iteration 35F: 3 clusters Score -7098555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -1122454.875000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -1122455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1115366.500000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -1115366 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1117324.125000 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -1117324 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1117589.500000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -1117590 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1117798.625000 Penalty: 4521.986328
	Iteration 3Q: 3 clusters Score -1117799 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1118012.125000 Penalty: 4521.986328
	Iteration 4Q: 3 clusters Score -1118012 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1118262.375000 Penalty: 4521.986328
	Iteration 5Q: 3 clusters Score -1118262 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1118525.750000 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -1118526 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1118851.875000 Penalty: 4521.986328
	Iteration 7Q: 3 clusters Score -1118852 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1119200.500000 Penalty: 4521.986328
	Iteration 8F: 3 clusters Score -1119200 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1119554.250000 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -1119554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1119877.000000 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -1119877 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1120163.500000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -1120164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1120365.875000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -1120366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1120483.625000 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -1120484 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1120585.875000 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -1120586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1120650.375000 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -1120650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1120714.875000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -1120715 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1120776.000000 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -1120776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1120810.250000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -1120810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1120829.875000 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -1120830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1120848.750000 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -1120849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1120856.250000 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -1120856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1120864.625000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -1120865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1120871.375000 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -1120871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1120871.500000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -1120872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1120872.875000 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -1120873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1120877.875000 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -1120878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1120881.875000 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -1120882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1120888.000000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -1120888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1120896.500000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -1120896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1120908.250000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -1120908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1120917.875000 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -1120918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1120921.625000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -1120922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1120934.250000 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -1120934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1120938.000000 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -1120938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1120938.750000 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -1120939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1120940.000000 Penalty: 4521.986328
	Iteration 36Q: 3 clusters Score -1120940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1120940.000000 Penalty: 4521.986328
	Iteration 37F: 3 clusters Score -1120940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244714 members 
Entering Unmasked Estep 
Score: -30722048.000000 Penalty: 3077.145752
	Iteration 0F: 2 clusters Score -3.072205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -30579096.000000 Penalty: 6154.291504
	Iteration 0F: 3 clusters Score -3.05791e+07 nChanged 118026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -30647756.000000 Penalty: 6154.291504
	Iteration 1F: 3 clusters Score -3.064776e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 126826 members 
Entering Unmasked Estep 
Score: -30648766.000000 Penalty: 6154.291504
	Iteration 2Q: 3 clusters Score -3.064877e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -30649854.000000 Penalty: 6154.291504
	Iteration 3Q: 3 clusters Score -3.064985e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112822 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -30651240.000000 Penalty: 6154.291504
	Iteration 4Q: 3 clusters Score -3.065124e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -30653846.000000 Penalty: 6154.291504
	Iteration 5Q: 3 clusters Score -3.065385e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -30657520.000000 Penalty: 6154.291504
	Iteration 6Q: 3 clusters Score -3.065752e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -30663114.000000 Penalty: 6154.291504
	Iteration 7Q: 3 clusters Score -3.066311e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -30671986.000000 Penalty: 6154.291504
	Iteration 8F: 3 clusters Score -3.067199e+07 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 177643 members 
Entering Unmasked Estep 
Score: -30682914.000000 Penalty: 6154.291504
	Iteration 9F: 3 clusters Score -3.068291e+07 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 192864 members 
Entering Unmasked Estep 
Score: -30694350.000000 Penalty: 6154.291504
	Iteration 10F: 3 clusters Score -3.069435e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 206388 members 
Entering Unmasked Estep 
Score: -30703702.000000 Penalty: 6154.291504
	Iteration 11F: 3 clusters Score -3.07037e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 216719 members 
Entering Unmasked Estep 
Score: -30709938.000000 Penalty: 6154.291504
	Iteration 12Q: 3 clusters Score -3.070994e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 224334 members 
Entering Unmasked Estep 
Score: -30713602.000000 Penalty: 6154.291504
	Iteration 13Q: 3 clusters Score -3.07136e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 229576 members 
Entering Unmasked Estep 
Score: -30715574.000000 Penalty: 6154.291504
	Iteration 14Q: 3 clusters Score -3.071557e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 233213 members 
Entering Unmasked Estep 
Score: -30716768.000000 Penalty: 6154.291504
	Iteration 15Q: 3 clusters Score -3.071677e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 235758 members 
Entering Unmasked Estep 
Score: -30717646.000000 Penalty: 6154.291504
	Iteration 16Q: 3 clusters Score -3.071765e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 237558 members 
Entering Unmasked Estep 
Score: -30718250.000000 Penalty: 6154.291504
	Iteration 17Q: 3 clusters Score -3.071825e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 238794 members 
Entering Unmasked Estep 
Score: -30718632.000000 Penalty: 6154.291504
	Iteration 18Q: 3 clusters Score -3.071863e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 239673 members 
Entering Unmasked Estep 
Score: -30718874.000000 Penalty: 6154.291504
	Iteration 19Q: 3 clusters Score -3.071887e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 240313 members 
Entering Unmasked Estep 
Score: -30719134.000000 Penalty: 6154.291504
	Iteration 20F: 3 clusters Score -3.071913e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 240791 members 
Entering Unmasked Estep 
Score: -30719222.000000 Penalty: 6154.291504
	Iteration 21Q: 3 clusters Score -3.071922e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 241141 members 
Entering Unmasked Estep 
Score: -30719320.000000 Penalty: 6154.291504
	Iteration 22Q: 3 clusters Score -3.071932e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 241425 members 
Entering Unmasked Estep 
Score: -30719386.000000 Penalty: 6154.291504
	Iteration 23Q: 3 clusters Score -3.071939e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 241638 members 
Entering Unmasked Estep 
Score: -30719454.000000 Penalty: 6154.291504
	Iteration 24Q: 3 clusters Score -3.071945e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 241803 members 
Entering Unmasked Estep 
Score: -30719496.000000 Penalty: 6154.291504
	Iteration 25Q: 3 clusters Score -3.07195e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 241943 members 
Entering Unmasked Estep 
Score: -30719538.000000 Penalty: 6154.291504
	Iteration 26Q: 3 clusters Score -3.071954e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 242057 members 
Entering Unmasked Estep 
Score: -30719580.000000 Penalty: 6154.291504
	Iteration 27Q: 3 clusters Score -3.071958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 242161 members 
Entering Unmasked Estep 
Score: -30719646.000000 Penalty: 6154.291504
	Iteration 28Q: 3 clusters Score -3.071965e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 242265 members 
Entering Unmasked Estep 
Score: -30719656.000000 Penalty: 6154.291504
	Iteration 29Q: 3 clusters Score -3.071966e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 242341 members 
Entering Unmasked Estep 
Score: -30719690.000000 Penalty: 6154.291504
	Iteration 30Q: 3 clusters Score -3.071969e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 242394 members 
Entering Unmasked Estep 
Score: -30719690.000000 Penalty: 6154.291504
	Iteration 31Q: 3 clusters Score -3.071969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 242451 members 
Entering Unmasked Estep 
Score: -30719704.000000 Penalty: 6154.291504
	Iteration 32Q: 3 clusters Score -3.07197e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 242495 members 
Entering Unmasked Estep 
Score: -30719704.000000 Penalty: 6154.291504
	Iteration 33Q: 3 clusters Score -3.07197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 242543 members 
Entering Unmasked Estep 
Score: -30719704.000000 Penalty: 6154.291504
	Iteration 34Q: 3 clusters Score -3.07197e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 242589 members 
Entering Unmasked Estep 
Score: -30719740.000000 Penalty: 6154.291504
	Iteration 35Q: 3 clusters Score -3.071974e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 242629 members 
Entering Unmasked Estep 
Score: -30719804.000000 Penalty: 6154.291504
	Iteration 36Q: 3 clusters Score -3.07198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 242661 members 
Entering Unmasked Estep 
Score: -30719806.000000 Penalty: 6154.291504
	Iteration 37Q: 3 clusters Score -3.071981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 242682 members 
Entering Unmasked Estep 
Score: -30719808.000000 Penalty: 6154.291504
	Iteration 38Q: 3 clusters Score -3.071981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 242712 members 
Entering Unmasked Estep 
Score: -30719826.000000 Penalty: 6154.291504
	Iteration 39Q: 3 clusters Score -3.071983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 242739 members 
Entering Unmasked Estep 
Score: -30719838.000000 Penalty: 6154.291504
	Iteration 40F: 3 clusters Score -3.071984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 242763 members 
Entering Unmasked Estep 
Score: -30719838.000000 Penalty: 6154.291504
	Iteration 41Q: 3 clusters Score -3.071984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 242782 members 
Entering Unmasked Estep 
Score: -30719866.000000 Penalty: 6154.291504
	Iteration 42Q: 3 clusters Score -3.071987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 242798 members 
Entering Unmasked Estep 
Score: -30719896.000000 Penalty: 6154.291504
	Iteration 43Q: 3 clusters Score -3.07199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 242812 members 
Entering Unmasked Estep 
Score: -30719904.000000 Penalty: 6154.291504
	Iteration 44Q: 3 clusters Score -3.07199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 242828 members 
Entering Unmasked Estep 
Score: -30719914.000000 Penalty: 6154.291504
	Iteration 45Q: 3 clusters Score -3.071991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 242841 members 
Entering Unmasked Estep 
Score: -30719916.000000 Penalty: 6154.291504
	Iteration 46Q: 3 clusters Score -3.071992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 242853 members 
Entering Unmasked Estep 
Score: -30719922.000000 Penalty: 6154.291504
	Iteration 47Q: 3 clusters Score -3.071992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 242860 members 
Entering Unmasked Estep 
Score: -30719886.000000 Penalty: 6154.291504
	Iteration 48Q: 3 clusters Score -3.071989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 242869 members 
Entering Unmasked Estep 
Score: -30719906.000000 Penalty: 6154.291504
	Iteration 49Q: 3 clusters Score -3.071991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 242877 members 
Entering Unmasked Estep 
Score: -30719896.000000 Penalty: 6154.291504
	Iteration 50Q: 3 clusters Score -3.07199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 242877 members 
Entering Unmasked Estep 
Score: -30719914.000000 Penalty: 6154.291504
	Iteration 51Q: 3 clusters Score -3.071991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 242883 members 
Entering Unmasked Estep 
Score: -30719916.000000 Penalty: 6154.291504
	Iteration 52Q: 3 clusters Score -3.071992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 242890 members 
Entering Unmasked Estep 
Score: -30719892.000000 Penalty: 6154.291504
	Iteration 53Q: 3 clusters Score -3.071989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 242897 members 
Entering Unmasked Estep 
Score: -30719908.000000 Penalty: 6154.291504
	Iteration 54Q: 3 clusters Score -3.071991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 242904 members 
Entering Unmasked Estep 
Score: -30719908.000000 Penalty: 6154.291504
	Iteration 55Q: 3 clusters Score -3.071991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 242908 members 
Entering Unmasked Estep 
Score: -30719902.000000 Penalty: 6154.291504
	Iteration 56Q: 3 clusters Score -3.07199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 242914 members 
Entering Unmasked Estep 
Score: -30719904.000000 Penalty: 6154.291504
	Iteration 57Q: 3 clusters Score -3.07199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 242917 members 
Entering Unmasked Estep 
Score: -30719918.000000 Penalty: 6154.291504
	Iteration 58Q: 3 clusters Score -3.071992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 242921 members 
Entering Unmasked Estep 
Score: -30719930.000000 Penalty: 6154.291504
	Iteration 59Q: 3 clusters Score -3.071993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 242929 members 
Entering Unmasked Estep 
Score: -30719948.000000 Penalty: 6154.291504
	Iteration 60F: 3 clusters Score -3.071995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 242934 members 
Entering Unmasked Estep 
Score: -30719946.000000 Penalty: 6154.291504
	Iteration 61Q: 3 clusters Score -3.071995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 242937 members 
Entering Unmasked Estep 
Score: -30719962.000000 Penalty: 6154.291504
	Iteration 62Q: 3 clusters Score -3.071996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 242937 members 
Entering Unmasked Estep 
Score: -30719956.000000 Penalty: 6154.291504
	Iteration 63Q: 3 clusters Score -3.071996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 242940 members 
Entering Unmasked Estep 
Score: -30719948.000000 Penalty: 6154.291504
	Iteration 64Q: 3 clusters Score -3.071995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 242943 members 
Entering Unmasked Estep 
Score: -30719954.000000 Penalty: 6154.291504
	Iteration 65Q: 3 clusters Score -3.071995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 242946 members 
Entering Unmasked Estep 
Score: -30719978.000000 Penalty: 6154.291504
	Iteration 66Q: 3 clusters Score -3.071998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 242948 members 
Entering Unmasked Estep 
Score: -30719970.000000 Penalty: 6154.291504
	Iteration 67Q: 3 clusters Score -3.071997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 242948 members 
Entering Unmasked Estep 
Score: -30719952.000000 Penalty: 6154.291504
	Iteration 68Q: 3 clusters Score -3.071995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 242953 members 
Entering Unmasked Estep 
Score: -30719954.000000 Penalty: 6154.291504
	Iteration 69Q: 3 clusters Score -3.071995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 242953 members 
Entering Unmasked Estep 
Score: -30719948.000000 Penalty: 6154.291504
	Iteration 70Q: 3 clusters Score -3.071995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 242953 members 
Entering Unmasked Estep 
Score: -30719938.000000 Penalty: 6154.291504
	Iteration 71Q: 3 clusters Score -3.071994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 242955 members 
Entering Unmasked Estep 
Score: -30719932.000000 Penalty: 6154.291504
	Iteration 72Q: 3 clusters Score -3.071993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 242955 members 
Entering Unmasked Estep 
Score: -30719934.000000 Penalty: 6154.291504
	Iteration 73Q: 3 clusters Score -3.071993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 242959 members 
Entering Unmasked Estep 
Score: -30719942.000000 Penalty: 6154.291504
	Iteration 74Q: 3 clusters Score -3.071994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 242964 members 
Entering Unmasked Estep 
Score: -30719958.000000 Penalty: 6154.291504
	Iteration 75Q: 3 clusters Score -3.071996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 242968 members 
Entering Unmasked Estep 
Score: -30719970.000000 Penalty: 6154.291504
	Iteration 76Q: 3 clusters Score -3.071997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 242967 members 
Entering Unmasked Estep 
Score: -30719968.000000 Penalty: 6154.291504
	Iteration 77Q: 3 clusters Score -3.071997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 242967 members 
Entering Unmasked Estep 
Score: -30719974.000000 Penalty: 6154.291504
	Iteration 78Q: 3 clusters Score -3.071997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 242970 members 
Entering Unmasked Estep 
Score: -30719964.000000 Penalty: 6154.291504
	Iteration 79Q: 3 clusters Score -3.071996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 242972 members 
Entering Unmasked Estep 
Score: -30719960.000000 Penalty: 6154.291504
	Iteration 80F: 3 clusters Score -3.071996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 242973 members 
Entering Unmasked Estep 
Score: -30719956.000000 Penalty: 6154.291504
	Iteration 81Q: 3 clusters Score -3.071996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 242973 members 
Entering Unmasked Estep 
Score: -30719956.000000 Penalty: 6154.291504
	Iteration 82F: 3 clusters Score -3.071996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Entering Unmasked Estep 
Score: -2410562.500000 Penalty: 2450.243652
	Iteration 0F: 2 clusters Score -2410562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2396800.750000 Penalty: 4900.487305
	Iteration 0F: 3 clusters Score -2396801 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2401389.750000 Penalty: 4900.487305
	Iteration 1F: 3 clusters Score -2401390 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2401904.500000 Penalty: 4900.487305
	Iteration 2F: 3 clusters Score -2401904 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2402531.750000 Penalty: 4900.487305
	Iteration 3F: 3 clusters Score -2402532 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2403283.250000 Penalty: 4900.487305
	Iteration 4F: 3 clusters Score -2403283 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2404193.750000 Penalty: 4900.487305
	Iteration 5F: 3 clusters Score -2404194 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2405324.000000 Penalty: 4900.487305
	Iteration 6F: 3 clusters Score -2405324 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2406364.000000 Penalty: 4900.487305
	Iteration 7F: 3 clusters Score -2406364 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2407172.500000 Penalty: 4900.487305
	Iteration 8Q: 3 clusters Score -2407172 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2407690.500000 Penalty: 4900.487305
	Iteration 9Q: 3 clusters Score -2407690 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2407971.250000 Penalty: 4900.487305
	Iteration 10Q: 3 clusters Score -2407971 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2408158.250000 Penalty: 4900.487305
	Iteration 11Q: 3 clusters Score -2408158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2408281.750000 Penalty: 4900.487305
	Iteration 12Q: 3 clusters Score -2408282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2408361.250000 Penalty: 4900.487305
	Iteration 13Q: 3 clusters Score -2408361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2408430.500000 Penalty: 4900.487305
	Iteration 14Q: 3 clusters Score -2408430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2408474.000000 Penalty: 4900.487305
	Iteration 15Q: 3 clusters Score -2408474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2408504.000000 Penalty: 4900.487305
	Iteration 16Q: 3 clusters Score -2408504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2408518.000000 Penalty: 4900.487305
	Iteration 17Q: 3 clusters Score -2408518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2408536.500000 Penalty: 4900.487305
	Iteration 18Q: 3 clusters Score -2408536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2408556.750000 Penalty: 4900.487305
	Iteration 19Q: 3 clusters Score -2408557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2408576.500000 Penalty: 4900.487305
	Iteration 20F: 3 clusters Score -2408576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2408585.250000 Penalty: 4900.487305
	Iteration 21Q: 3 clusters Score -2408585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2408594.250000 Penalty: 4900.487305
	Iteration 22Q: 3 clusters Score -2408594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2408603.500000 Penalty: 4900.487305
	Iteration 23Q: 3 clusters Score -2408604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2408613.750000 Penalty: 4900.487305
	Iteration 24Q: 3 clusters Score -2408614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2408613.500000 Penalty: 4900.487305
	Iteration 25Q: 3 clusters Score -2408614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2408614.250000 Penalty: 4900.487305
	Iteration 26Q: 3 clusters Score -2408614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2408617.000000 Penalty: 4900.487305
	Iteration 27Q: 3 clusters Score -2408617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2408616.000000 Penalty: 4900.487305
	Iteration 28Q: 3 clusters Score -2408616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2408619.500000 Penalty: 4900.487305
	Iteration 29Q: 3 clusters Score -2408620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2408619.500000 Penalty: 4900.487305
	Iteration 30F: 3 clusters Score -2408620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -40221.613281 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -40221.61 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 152 members 
Entering Unmasked Estep 
Score: -39161.078125 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -39161.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -39686.132812 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -39686.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -39910.929688 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -39910.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40019.015625 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -40019.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -40168.027344 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -40168.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40261.371094 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -40261.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40325.875000 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -40325.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40377.707031 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -40377.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40401.078125 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -40401.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40406.058594 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -40406.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40408.328125 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -40408.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40408.328125 Penalty: 2894.066162
	Iteration 11F: 3 clusters Score -40408.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Entering Unmasked Estep 
Score: -134384112.000000 Penalty: 141566.390625
Splitting cluster 7 changes total score from -134366640.000000 to -134384112.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (15436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Entering Unmasked Estep 
Score: -2482075.000000 Penalty: 2391.825439
	Iteration 0F: 2 clusters Score -2482075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2471160.250000 Penalty: 4783.650879
	Iteration 0F: 3 clusters Score -2471160 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2476324.500000 Penalty: 4783.650879
	Iteration 1F: 3 clusters Score -2476324 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2479494.000000 Penalty: 4783.650879
	Iteration 2F: 3 clusters Score -2479494 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2482538.750000 Penalty: 4783.650879
	Iteration 3F: 3 clusters Score -2482539 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2484773.000000 Penalty: 4783.650879
	Iteration 4F: 3 clusters Score -2484773 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2485920.000000 Penalty: 4783.650879
	Iteration 5F: 3 clusters Score -2485920 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2486390.750000 Penalty: 4783.650879
	Iteration 6Q: 3 clusters Score -2486391 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2486655.000000 Penalty: 4783.650879
	Iteration 7Q: 3 clusters Score -2486655 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2486790.000000 Penalty: 4783.650879
	Iteration 8Q: 3 clusters Score -2486790 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2486885.250000 Penalty: 4783.650879
	Iteration 9Q: 3 clusters Score -2486885 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2486989.250000 Penalty: 4783.650879
	Iteration 10Q: 3 clusters Score -2486989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2487102.500000 Penalty: 4783.650879
	Iteration 11Q: 3 clusters Score -2487102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2487176.250000 Penalty: 4783.650879
	Iteration 12Q: 3 clusters Score -2487176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2487246.000000 Penalty: 4783.650879
	Iteration 13Q: 3 clusters Score -2487246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2487311.500000 Penalty: 4783.650879
	Iteration 14Q: 3 clusters Score -2487312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2487351.000000 Penalty: 4783.650879
	Iteration 15Q: 3 clusters Score -2487351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2487376.250000 Penalty: 4783.650879
	Iteration 16Q: 3 clusters Score -2487376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2487399.250000 Penalty: 4783.650879
	Iteration 17Q: 3 clusters Score -2487399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2487407.000000 Penalty: 4783.650879
	Iteration 18Q: 3 clusters Score -2487407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2487416.250000 Penalty: 4783.650879
	Iteration 19Q: 3 clusters Score -2487416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2487432.250000 Penalty: 4783.650879
	Iteration 20F: 3 clusters Score -2487432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2487449.750000 Penalty: 4783.650879
	Iteration 21Q: 3 clusters Score -2487450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2487467.750000 Penalty: 4783.650879
	Iteration 22Q: 3 clusters Score -2487468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2487470.500000 Penalty: 4783.650879
	Iteration 23Q: 3 clusters Score -2487470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2487473.000000 Penalty: 4783.650879
	Iteration 24Q: 3 clusters Score -2487473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2487489.250000 Penalty: 4783.650879
	Iteration 25Q: 3 clusters Score -2487489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2487496.000000 Penalty: 4783.650879
	Iteration 26Q: 3 clusters Score -2487496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2487506.500000 Penalty: 4783.650879
	Iteration 27Q: 3 clusters Score -2487506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2487524.750000 Penalty: 4783.650879
	Iteration 28Q: 3 clusters Score -2487525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2487518.250000 Penalty: 4783.650879
	Iteration 29Q: 3 clusters Score -2487518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2487528.250000 Penalty: 4783.650879
	Iteration 30Q: 3 clusters Score -2487528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2487521.750000 Penalty: 4783.650879
	Iteration 31Q: 3 clusters Score -2487522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2487535.250000 Penalty: 4783.650879
	Iteration 32Q: 3 clusters Score -2487535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2487538.500000 Penalty: 4783.650879
	Iteration 33Q: 3 clusters Score -2487538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2487552.500000 Penalty: 4783.650879
	Iteration 34Q: 3 clusters Score -2487552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2487555.000000 Penalty: 4783.650879
	Iteration 35Q: 3 clusters Score -2487555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2487557.750000 Penalty: 4783.650879
	Iteration 36Q: 3 clusters Score -2487558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2487570.500000 Penalty: 4783.650879
	Iteration 37Q: 3 clusters Score -2487570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2487564.000000 Penalty: 4783.650879
	Iteration 38Q: 3 clusters Score -2487564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2487577.250000 Penalty: 4783.650879
	Iteration 39Q: 3 clusters Score -2487577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2487569.250000 Penalty: 4783.650879
	Iteration 40F: 3 clusters Score -2487569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2487584.500000 Penalty: 4783.650879
	Iteration 41Q: 3 clusters Score -2487584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2487588.500000 Penalty: 4783.650879
	Iteration 42Q: 3 clusters Score -2487588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2487581.000000 Penalty: 4783.650879
	Iteration 43Q: 3 clusters Score -2487581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2487579.750000 Penalty: 4783.650879
	Iteration 44Q: 3 clusters Score -2487580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2487598.250000 Penalty: 4783.650879
	Iteration 45Q: 3 clusters Score -2487598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2487587.250000 Penalty: 4783.650879
	Iteration 46Q: 3 clusters Score -2487587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2487596.750000 Penalty: 4783.650879
	Iteration 47Q: 3 clusters Score -2487597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2487599.250000 Penalty: 4783.650879
	Iteration 48Q: 3 clusters Score -2487599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2487608.000000 Penalty: 4783.650879
	Iteration 49Q: 3 clusters Score -2487608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2487616.500000 Penalty: 4783.650879
	Iteration 50Q: 3 clusters Score -2487616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2487601.000000 Penalty: 4783.650879
	Iteration 51Q: 3 clusters Score -2487601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2487615.000000 Penalty: 4783.650879
	Iteration 52Q: 3 clusters Score -2487615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2487615.000000 Penalty: 4783.650879
	Iteration 53Q: 3 clusters Score -2487615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2487616.750000 Penalty: 4783.650879
	Iteration 54Q: 3 clusters Score -2487617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2487612.750000 Penalty: 4783.650879
	Iteration 55Q: 3 clusters Score -2487613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2487612.500000 Penalty: 4783.650879
	Iteration 56Q: 3 clusters Score -2487612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2487618.500000 Penalty: 4783.650879
	Iteration 57Q: 3 clusters Score -2487618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2487620.250000 Penalty: 4783.650879
	Iteration 58Q: 3 clusters Score -2487620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2487623.500000 Penalty: 4783.650879
	Iteration 59Q: 3 clusters Score -2487624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2487619.750000 Penalty: 4783.650879
	Iteration 60F: 3 clusters Score -2487620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2487630.500000 Penalty: 4783.650879
	Iteration 61Q: 3 clusters Score -2487630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2487639.750000 Penalty: 4783.650879
	Iteration 62Q: 3 clusters Score -2487640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2487619.750000 Penalty: 4783.650879
	Iteration 63Q: 3 clusters Score -2487620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2487626.000000 Penalty: 4783.650879
	Iteration 64Q: 3 clusters Score -2487626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2487627.750000 Penalty: 4783.650879
	Iteration 65Q: 3 clusters Score -2487628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2487623.000000 Penalty: 4783.650879
	Iteration 66Q: 3 clusters Score -2487623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2487629.500000 Penalty: 4783.650879
	Iteration 67Q: 3 clusters Score -2487630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2487638.750000 Penalty: 4783.650879
	Iteration 68Q: 3 clusters Score -2487639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2487627.750000 Penalty: 4783.650879
	Iteration 69Q: 3 clusters Score -2487628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2487638.250000 Penalty: 4783.650879
	Iteration 70Q: 3 clusters Score -2487638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2487652.250000 Penalty: 4783.650879
	Iteration 71Q: 3 clusters Score -2487652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2487637.750000 Penalty: 4783.650879
	Iteration 72Q: 3 clusters Score -2487638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2487634.250000 Penalty: 4783.650879
	Iteration 73Q: 3 clusters Score -2487634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2487642.000000 Penalty: 4783.650879
	Iteration 74Q: 3 clusters Score -2487642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2487644.750000 Penalty: 4783.650879
	Iteration 75Q: 3 clusters Score -2487645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2487643.750000 Penalty: 4783.650879
	Iteration 76Q: 3 clusters Score -2487644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2487640.500000 Penalty: 4783.650879
	Iteration 77Q: 3 clusters Score -2487640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2487645.000000 Penalty: 4783.650879
	Iteration 78Q: 3 clusters Score -2487645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2487653.750000 Penalty: 4783.650879
	Iteration 79Q: 3 clusters Score -2487654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2487647.250000 Penalty: 4783.650879
	Iteration 80F: 3 clusters Score -2487647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2487652.000000 Penalty: 4783.650879
	Iteration 81Q: 3 clusters Score -2487652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2487656.250000 Penalty: 4783.650879
	Iteration 82Q: 3 clusters Score -2487656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2487648.500000 Penalty: 4783.650879
	Iteration 83Q: 3 clusters Score -2487648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2487646.250000 Penalty: 4783.650879
	Iteration 84Q: 3 clusters Score -2487646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2487648.250000 Penalty: 4783.650879
	Iteration 85Q: 3 clusters Score -2487648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2487657.500000 Penalty: 4783.650879
	Iteration 86Q: 3 clusters Score -2487658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487649.250000 Penalty: 4783.650879
	Iteration 87Q: 3 clusters Score -2487649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2487657.000000 Penalty: 4783.650879
	Iteration 88Q: 3 clusters Score -2487657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487653.500000 Penalty: 4783.650879
	Iteration 89Q: 3 clusters Score -2487654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487645.750000 Penalty: 4783.650879
	Iteration 90Q: 3 clusters Score -2487646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2487662.750000 Penalty: 4783.650879
	Iteration 91Q: 3 clusters Score -2487663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2487657.000000 Penalty: 4783.650879
	Iteration 92Q: 3 clusters Score -2487657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487660.750000 Penalty: 4783.650879
	Iteration 93Q: 3 clusters Score -2487661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2487657.750000 Penalty: 4783.650879
	Iteration 94Q: 3 clusters Score -2487658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2487649.750000 Penalty: 4783.650879
	Iteration 95Q: 3 clusters Score -2487650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2487656.250000 Penalty: 4783.650879
	Iteration 96Q: 3 clusters Score -2487656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2487657.000000 Penalty: 4783.650879
	Iteration 97Q: 3 clusters Score -2487657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487655.000000 Penalty: 4783.650879
	Iteration 98Q: 3 clusters Score -2487655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2487662.750000 Penalty: 4783.650879
	Iteration 99Q: 3 clusters Score -2487663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2487658.500000 Penalty: 4783.650879
	Iteration 100F: 3 clusters Score -2487658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2487648.500000 Penalty: 4783.650879
	Iteration 101Q: 3 clusters Score -2487648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2487657.000000 Penalty: 4783.650879
	Iteration 102Q: 3 clusters Score -2487657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2487657.250000 Penalty: 4783.650879
	Iteration 103Q: 3 clusters Score -2487657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2487668.000000 Penalty: 4783.650879
	Iteration 104Q: 3 clusters Score -2487668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2487655.250000 Penalty: 4783.650879
	Iteration 105Q: 3 clusters Score -2487655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2487651.500000 Penalty: 4783.650879
	Iteration 106Q: 3 clusters Score -2487652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2487653.500000 Penalty: 4783.650879
	Iteration 107Q: 3 clusters Score -2487654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2487652.750000 Penalty: 4783.650879
	Iteration 108Q: 3 clusters Score -2487653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2487656.000000 Penalty: 4783.650879
	Iteration 109Q: 3 clusters Score -2487656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2487655.500000 Penalty: 4783.650879
	Iteration 110Q: 3 clusters Score -2487656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2487655.500000 Penalty: 4783.650879
	Iteration 111F: 3 clusters Score -2487656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Entering Unmasked Estep 
Score: -134388736.000000 Penalty: 145019.234375
Splitting cluster 8 changes total score from -134366640.000000 to -134388736.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (39159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Entering Unmasked Estep 
Score: -4761057.000000 Penalty: 2622.695557
	Iteration 0F: 2 clusters Score -4761057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4734480.500000 Penalty: 5245.391113
	Iteration 0F: 3 clusters Score -4734480 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4745078.500000 Penalty: 5245.391113
	Iteration 1F: 3 clusters Score -4745078 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4746664.500000 Penalty: 5245.391113
	Iteration 2F: 3 clusters Score -4746664 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4748953.500000 Penalty: 5245.391113
	Iteration 3F: 3 clusters Score -4748954 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4752089.000000 Penalty: 5245.391113
	Iteration 4F: 3 clusters Score -4752089 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4756014.500000 Penalty: 5245.391113
	Iteration 5F: 3 clusters Score -4756014 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4759380.500000 Penalty: 5245.391113
	Iteration 6F: 3 clusters Score -4759380 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4761730.000000 Penalty: 5245.391113
	Iteration 7F: 3 clusters Score -4761730 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4763291.000000 Penalty: 5245.391113
	Iteration 8Q: 3 clusters Score -4763291 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4764245.500000 Penalty: 5245.391113
	Iteration 9Q: 3 clusters Score -4764246 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4764879.000000 Penalty: 5245.391113
	Iteration 10Q: 3 clusters Score -4764879 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4765312.000000 Penalty: 5245.391113
	Iteration 11Q: 3 clusters Score -4765312 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4765622.500000 Penalty: 5245.391113
	Iteration 12Q: 3 clusters Score -4765622 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4765841.500000 Penalty: 5245.391113
	Iteration 13Q: 3 clusters Score -4765842 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4766037.000000 Penalty: 5245.391113
	Iteration 14Q: 3 clusters Score -4766037 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4766151.500000 Penalty: 5245.391113
	Iteration 15Q: 3 clusters Score -4766152 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4766262.500000 Penalty: 5245.391113
	Iteration 16Q: 3 clusters Score -4766262 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4766366.000000 Penalty: 5245.391113
	Iteration 17Q: 3 clusters Score -4766366 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4766451.000000 Penalty: 5245.391113
	Iteration 18Q: 3 clusters Score -4766451 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4766570.500000 Penalty: 5245.391113
	Iteration 19Q: 3 clusters Score -4766570 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4766738.500000 Penalty: 5245.391113
	Iteration 20F: 3 clusters Score -4766738 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4766919.500000 Penalty: 5245.391113
	Iteration 21Q: 3 clusters Score -4766920 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4767162.500000 Penalty: 5245.391113
	Iteration 22Q: 3 clusters Score -4767162 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4767451.000000 Penalty: 5245.391113
	Iteration 23Q: 3 clusters Score -4767451 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4767723.000000 Penalty: 5245.391113
	Iteration 24Q: 3 clusters Score -4767723 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4767914.500000 Penalty: 5245.391113
	Iteration 25Q: 3 clusters Score -4767914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4768027.500000 Penalty: 5245.391113
	Iteration 26Q: 3 clusters Score -4768028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4768119.000000 Penalty: 5245.391113
	Iteration 27Q: 3 clusters Score -4768119 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4768155.000000 Penalty: 5245.391113
	Iteration 28Q: 3 clusters Score -4768155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4768198.500000 Penalty: 5245.391113
	Iteration 29Q: 3 clusters Score -4768198 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4768194.500000 Penalty: 5245.391113
	Iteration 30Q: 3 clusters Score -4768194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4768210.000000 Penalty: 5245.391113
	Iteration 31Q: 3 clusters Score -4768210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4768222.500000 Penalty: 5245.391113
	Iteration 32Q: 3 clusters Score -4768222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4768233.000000 Penalty: 5245.391113
	Iteration 33Q: 3 clusters Score -4768233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4768221.000000 Penalty: 5245.391113
	Iteration 34Q: 3 clusters Score -4768221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4768222.500000 Penalty: 5245.391113
	Iteration 35Q: 3 clusters Score -4768222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4768226.000000 Penalty: 5245.391113
	Iteration 36Q: 3 clusters Score -4768226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4768234.500000 Penalty: 5245.391113
	Iteration 37Q: 3 clusters Score -4768234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4768241.500000 Penalty: 5245.391113
	Iteration 38Q: 3 clusters Score -4768242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4768241.500000 Penalty: 5245.391113
	Iteration 39Q: 3 clusters Score -4768242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4768240.000000 Penalty: 5245.391113
	Iteration 40F: 3 clusters Score -4768240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4768246.500000 Penalty: 5245.391113
	Iteration 41Q: 3 clusters Score -4768246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4768242.500000 Penalty: 5245.391113
	Iteration 42Q: 3 clusters Score -4768242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4768245.500000 Penalty: 5245.391113
	Iteration 43Q: 3 clusters Score -4768246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4768244.000000 Penalty: 5245.391113
	Iteration 44Q: 3 clusters Score -4768244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4768245.500000 Penalty: 5245.391113
	Iteration 45Q: 3 clusters Score -4768246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4768245.000000 Penalty: 5245.391113
	Iteration 46Q: 3 clusters Score -4768245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4768235.000000 Penalty: 5245.391113
	Iteration 47Q: 3 clusters Score -4768235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4768237.500000 Penalty: 5245.391113
	Iteration 48Q: 3 clusters Score -4768238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4768240.000000 Penalty: 5245.391113
	Iteration 49Q: 3 clusters Score -4768240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4768242.500000 Penalty: 5245.391113
	Iteration 50Q: 3 clusters Score -4768242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4768243.500000 Penalty: 5245.391113
	Iteration 51Q: 3 clusters Score -4768244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4768247.500000 Penalty: 5245.391113
	Iteration 52Q: 3 clusters Score -4768248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4768243.000000 Penalty: 5245.391113
	Iteration 53Q: 3 clusters Score -4768243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4768244.500000 Penalty: 5245.391113
	Iteration 54Q: 3 clusters Score -4768244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4768244.000000 Penalty: 5245.391113
	Iteration 55Q: 3 clusters Score -4768244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4768237.000000 Penalty: 5245.391113
	Iteration 56Q: 3 clusters Score -4768237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4768227.500000 Penalty: 5245.391113
	Iteration 57Q: 3 clusters Score -4768228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4768231.500000 Penalty: 5245.391113
	Iteration 58Q: 3 clusters Score -4768232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4768230.000000 Penalty: 5245.391113
	Iteration 59Q: 3 clusters Score -4768230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4768225.500000 Penalty: 5245.391113
	Iteration 60F: 3 clusters Score -4768226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4768223.500000 Penalty: 5245.391113
	Iteration 61Q: 3 clusters Score -4768224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4768224.500000 Penalty: 5245.391113
	Iteration 62Q: 3 clusters Score -4768224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4768226.000000 Penalty: 5245.391113
	Iteration 63Q: 3 clusters Score -4768226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4768235.500000 Penalty: 5245.391113
	Iteration 64Q: 3 clusters Score -4768236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4768229.000000 Penalty: 5245.391113
	Iteration 65Q: 3 clusters Score -4768229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4768231.000000 Penalty: 5245.391113
	Iteration 66Q: 3 clusters Score -4768231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4768230.500000 Penalty: 5245.391113
	Iteration 67Q: 3 clusters Score -4768230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4768229.000000 Penalty: 5245.391113
	Iteration 68Q: 3 clusters Score -4768229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4768234.000000 Penalty: 5245.391113
	Iteration 69Q: 3 clusters Score -4768234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4768238.500000 Penalty: 5245.391113
	Iteration 70Q: 3 clusters Score -4768238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4768242.000000 Penalty: 5245.391113
	Iteration 71Q: 3 clusters Score -4768242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4768238.500000 Penalty: 5245.391113
	Iteration 72Q: 3 clusters Score -4768238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4768240.500000 Penalty: 5245.391113
	Iteration 73Q: 3 clusters Score -4768240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4768238.500000 Penalty: 5245.391113
	Iteration 74Q: 3 clusters Score -4768238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4768236.000000 Penalty: 5245.391113
	Iteration 75Q: 3 clusters Score -4768236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4768236.000000 Penalty: 5245.391113
	Iteration 76F: 3 clusters Score -4768236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Entering Unmasked Estep 
Score: -134395440.000000 Penalty: 148472.062500
Splitting cluster 9 changes total score from -134366640.000000 to -134395440.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -611447.437500 Penalty: 2119.931396
	Iteration 0F: 2 clusters Score -611447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -606963.500000 Penalty: 4239.862793
	Iteration 0F: 3 clusters Score -606963.5 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -608857.687500 Penalty: 4239.862793
	Iteration 1F: 3 clusters Score -608857.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -610696.000000 Penalty: 4239.862793
	Iteration 2F: 3 clusters Score -610696 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -612963.562500 Penalty: 4239.862793
	Iteration 3F: 3 clusters Score -612963.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -615402.625000 Penalty: 4239.862793
	Iteration 4F: 3 clusters Score -615402.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -616329.625000 Penalty: 4239.862793
	Iteration 5F: 3 clusters Score -616329.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -616662.937500 Penalty: 4239.862793
	Iteration 6Q: 3 clusters Score -616662.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -616868.875000 Penalty: 4239.862793
	Iteration 7Q: 3 clusters Score -616868.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -616941.250000 Penalty: 4239.862793
	Iteration 8Q: 3 clusters Score -616941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -616971.750000 Penalty: 4239.862793
	Iteration 9Q: 3 clusters Score -616971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -616998.000000 Penalty: 4239.862793
	Iteration 10Q: 3 clusters Score -616998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -617005.125000 Penalty: 4239.862793
	Iteration 11Q: 3 clusters Score -617005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -617007.187500 Penalty: 4239.862793
	Iteration 12Q: 3 clusters Score -617007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -617007.187500 Penalty: 4239.862793
	Iteration 13F: 3 clusters Score -617007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Entering Unmasked Estep 
Score: -134399616.000000 Penalty: 151924.906250
Splitting cluster 10 changes total score from -134366640.000000 to -134399616.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 11 (37936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Entering Unmasked Estep 
Score: -4719577.000000 Penalty: 2614.826660
	Iteration 0F: 2 clusters Score -4719577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4693853.500000 Penalty: 5229.653320
	Iteration 0F: 3 clusters Score -4693854 nChanged 17263
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Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4703164 nChanged 1760
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4703732 nChanged 1617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4704290 nChanged 1518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4704784 nChanged 1444
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Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4705288 nChanged 1466
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Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4705862 nChanged 1576
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Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4706568 nChanged 1684
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4707398 nChanged 1802
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Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4708440 nChanged 1964
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Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4709613 nChanged 1949
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Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -4710734 nChanged 1829
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Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4711724 nChanged 1509
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Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4712497 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4713030.500000 Penalty: 5229.653320
	Iteration 14Q: 3 clusters Score -4713030 nChanged 941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4713380 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4713715.500000 Penalty: 5229.653320
	Iteration 16Q: 3 clusters Score -4713716 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4713986 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4714224 nChanged 649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4714464.500000 Penalty: 5229.653320
	Iteration 19Q: 3 clusters Score -4714464 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4714709 nChanged 695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4714986 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4715267 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4715553 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4715784 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4716018.000000 Penalty: 5229.653320
	Iteration 25Q: 3 clusters Score -4716018 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4716259 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4716465 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4716662.500000 Penalty: 5229.653320
	Iteration 28Q: 3 clusters Score -4716662 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4716878 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4717135.500000 Penalty: 5229.653320
	Iteration 30Q: 3 clusters Score -4717136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4717346 nChanged 408
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Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4717554 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4717768 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4717930 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4718062 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4718162 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4718214 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4718252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4718284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4718314.000000 Penalty: 5229.653320
	Iteration 40F: 3 clusters Score -4718314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4718353.500000 Penalty: 5229.653320
	Iteration 41Q: 3 clusters Score -4718354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4718377.000000 Penalty: 5229.653320
	Iteration 42Q: 3 clusters Score -4718377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4718390.500000 Penalty: 5229.653320
	Iteration 43Q: 3 clusters Score -4718390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4718400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4718436.500000 Penalty: 5229.653320
	Iteration 45Q: 3 clusters Score -4718436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4718456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4718460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4718472 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4718484.500000 Penalty: 5229.653320
	Iteration 49Q: 3 clusters Score -4718484 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4718484 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4718493.500000 Penalty: 5229.653320
	Iteration 51Q: 3 clusters Score -4718494 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4718514.000000 Penalty: 5229.653320
	Iteration 52Q: 3 clusters Score -4718514 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4718521.000000 Penalty: 5229.653320
	Iteration 53Q: 3 clusters Score -4718521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4718529.000000 Penalty: 5229.653320
	Iteration 54Q: 3 clusters Score -4718529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4718533.000000 Penalty: 5229.653320
	Iteration 55Q: 3 clusters Score -4718533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4718529.500000 Penalty: 5229.653320
	Iteration 56Q: 3 clusters Score -4718530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4718536.000000 Penalty: 5229.653320
	Iteration 57Q: 3 clusters Score -4718536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4718535.000000 Penalty: 5229.653320
	Iteration 58Q: 3 clusters Score -4718535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4718528.000000 Penalty: 5229.653320
	Iteration 59Q: 3 clusters Score -4718528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4718535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4718541.500000 Penalty: 5229.653320
	Iteration 61Q: 3 clusters Score -4718542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4718536 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4718537.500000 Penalty: 5229.653320
	Iteration 63Q: 3 clusters Score -4718538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4718531.500000 Penalty: 5229.653320
	Iteration 64Q: 3 clusters Score -4718532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4718533.000000 Penalty: 5229.653320
	Iteration 65Q: 3 clusters Score -4718533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4718538.500000 Penalty: 5229.653320
	Iteration 66Q: 3 clusters Score -4718538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4718535.000000 Penalty: 5229.653320
	Iteration 67Q: 3 clusters Score -4718535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4718535.500000 Penalty: 5229.653320
	Iteration 68Q: 3 clusters Score -4718536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4718540.000000 Penalty: 5229.653320
	Iteration 69Q: 3 clusters Score -4718540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4718542.500000 Penalty: 5229.653320
	Iteration 70Q: 3 clusters Score -4718542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4718537.500000 Penalty: 5229.653320
	Iteration 71Q: 3 clusters Score -4718538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4718538.500000 Penalty: 5229.653320
	Iteration 72Q: 3 clusters Score -4718538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4718547.500000 Penalty: 5229.653320
	Iteration 73Q: 3 clusters Score -4718548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4718546.500000 Penalty: 5229.653320
	Iteration 74Q: 3 clusters Score -4718546 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4718542.000000 Penalty: 5229.653320
	Iteration 75Q: 3 clusters Score -4718542 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4718546.000000 Penalty: 5229.653320
	Iteration 76Q: 3 clusters Score -4718546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4718542.500000 Penalty: 5229.653320
	Iteration 77Q: 3 clusters Score -4718542 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4718545.500000 Penalty: 5229.653320
	Iteration 78Q: 3 clusters Score -4718546 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4718545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4718552.500000 Penalty: 5229.653320
	Iteration 80F: 3 clusters Score -4718552 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4718551.500000 Penalty: 5229.653320
	Iteration 81Q: 3 clusters Score -4718552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4718556.000000 Penalty: 5229.653320
	Iteration 82Q: 3 clusters Score -4718556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4718554.000000 Penalty: 5229.653320
	Iteration 83Q: 3 clusters Score -4718554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4718553.000000 Penalty: 5229.653320
	Iteration 84Q: 3 clusters Score -4718553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4718553.500000 Penalty: 5229.653320
	Iteration 85Q: 3 clusters Score -4718554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4718555.500000 Penalty: 5229.653320
	Iteration 86Q: 3 clusters Score -4718556 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4718554 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4718553.500000 Penalty: 5229.653320
	Iteration 88F: 3 clusters Score -4718554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37711 members 
Entering Unmasked Estep 
Score: -4562567.000000 Penalty: 2613.351318
	Iteration 0F: 2 clusters Score -4562567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18858 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4537054 nChanged 17131
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Mstep: Class 1 contains 19153 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4546934 nChanged 2175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4548024 nChanged 2280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4549318.500000 Penalty: 5226.702637
	Iteration 3F: 3 clusters Score -4549318 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4551000 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4552866.000000 Penalty: 5226.702637
	Iteration 5F: 3 clusters Score -4552866 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4554486 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4555950 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4557210.500000 Penalty: 5226.702637
	Iteration 8F: 3 clusters Score -4557210 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4558154.000000 Penalty: 5226.702637
	Iteration 9Q: 3 clusters Score -4558154 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4558954.000000 Penalty: 5226.702637
	Iteration 10Q: 3 clusters Score -4558954 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4559644.000000 Penalty: 5226.702637
	Iteration 11Q: 3 clusters Score -4559644 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4560195.000000 Penalty: 5226.702637
	Iteration 12Q: 3 clusters Score -4560195 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -4560684.000000 Penalty: 5226.702637
	Iteration 13Q: 3 clusters Score -4560684 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4561026.000000 Penalty: 5226.702637
	Iteration 14Q: 3 clusters Score -4561026 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4561250.500000 Penalty: 5226.702637
	Iteration 15Q: 3 clusters Score -4561250 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4561375.000000 Penalty: 5226.702637
	Iteration 16Q: 3 clusters Score -4561375 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4561497.500000 Penalty: 5226.702637
	Iteration 17Q: 3 clusters Score -4561498 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4561590.500000 Penalty: 5226.702637
	Iteration 18Q: 3 clusters Score -4561590 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4561705.000000 Penalty: 5226.702637
	Iteration 19Q: 3 clusters Score -4561705 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4561784.500000 Penalty: 5226.702637
	Iteration 20F: 3 clusters Score -4561784 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4561843.000000 Penalty: 5226.702637
	Iteration 21Q: 3 clusters Score -4561843 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4561940.000000 Penalty: 5226.702637
	Iteration 22Q: 3 clusters Score -4561940 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4562034.500000 Penalty: 5226.702637
	Iteration 23Q: 3 clusters Score -4562034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4562114.500000 Penalty: 5226.702637
	Iteration 24Q: 3 clusters Score -4562114 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4562234.500000 Penalty: 5226.702637
	Iteration 25Q: 3 clusters Score -4562234 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4562344.500000 Penalty: 5226.702637
	Iteration 26Q: 3 clusters Score -4562344 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4562457.000000 Penalty: 5226.702637
	Iteration 27Q: 3 clusters Score -4562457 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4562545.000000 Penalty: 5226.702637
	Iteration 28Q: 3 clusters Score -4562545 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4562676.000000 Penalty: 5226.702637
	Iteration 29Q: 3 clusters Score -4562676 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4562787.500000 Penalty: 5226.702637
	Iteration 30Q: 3 clusters Score -4562788 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4562902.500000 Penalty: 5226.702637
	Iteration 31Q: 3 clusters Score -4562902 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4563006.000000 Penalty: 5226.702637
	Iteration 32Q: 3 clusters Score -4563006 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4563117.000000 Penalty: 5226.702637
	Iteration 33Q: 3 clusters Score -4563117 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4563186.500000 Penalty: 5226.702637
	Iteration 34Q: 3 clusters Score -4563186 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4563251.500000 Penalty: 5226.702637
	Iteration 35Q: 3 clusters Score -4563252 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4563321.000000 Penalty: 5226.702637
	Iteration 36Q: 3 clusters Score -4563321 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4563349.000000 Penalty: 5226.702637
	Iteration 37Q: 3 clusters Score -4563349 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4563401.000000 Penalty: 5226.702637
	Iteration 38Q: 3 clusters Score -4563401 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4563420.500000 Penalty: 5226.702637
	Iteration 39Q: 3 clusters Score -4563420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4563449.500000 Penalty: 5226.702637
	Iteration 40F: 3 clusters Score -4563450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4563473.500000 Penalty: 5226.702637
	Iteration 41Q: 3 clusters Score -4563474 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -4563504.500000 Penalty: 5226.702637
	Iteration 42Q: 3 clusters Score -4563504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4563548.500000 Penalty: 5226.702637
	Iteration 43Q: 3 clusters Score -4563548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4563591.500000 Penalty: 5226.702637
	Iteration 44Q: 3 clusters Score -4563592 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4563584.500000 Penalty: 5226.702637
	Iteration 45Q: 3 clusters Score -4563584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4563594.500000 Penalty: 5226.702637
	Iteration 46Q: 3 clusters Score -4563594 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4563609.500000 Penalty: 5226.702637
	Iteration 47Q: 3 clusters Score -4563610 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4563623.500000 Penalty: 5226.702637
	Iteration 48Q: 3 clusters Score -4563624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4563638.000000 Penalty: 5226.702637
	Iteration 49Q: 3 clusters Score -4563638 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4563658.000000 Penalty: 5226.702637
	Iteration 50Q: 3 clusters Score -4563658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4563676.500000 Penalty: 5226.702637
	Iteration 51Q: 3 clusters Score -4563676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4563696.500000 Penalty: 5226.702637
	Iteration 52Q: 3 clusters Score -4563696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4563703.500000 Penalty: 5226.702637
	Iteration 53Q: 3 clusters Score -4563704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4563715.500000 Penalty: 5226.702637
	Iteration 54Q: 3 clusters Score -4563716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4563740.000000 Penalty: 5226.702637
	Iteration 55Q: 3 clusters Score -4563740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4563757.500000 Penalty: 5226.702637
	Iteration 56Q: 3 clusters Score -4563758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4563773.500000 Penalty: 5226.702637
	Iteration 57Q: 3 clusters Score -4563774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -4563804.000000 Penalty: 5226.702637
	Iteration 58Q: 3 clusters Score -4563804 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4563807.500000 Penalty: 5226.702637
	Iteration 59Q: 3 clusters Score -4563808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4563848.500000 Penalty: 5226.702637
	Iteration 60F: 3 clusters Score -4563848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4563873.000000 Penalty: 5226.702637
	Iteration 61Q: 3 clusters Score -4563873 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -4563894.000000 Penalty: 5226.702637
	Iteration 62Q: 3 clusters Score -4563894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4563921.500000 Penalty: 5226.702637
	Iteration 63Q: 3 clusters Score -4563922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4563946.000000 Penalty: 5226.702637
	Iteration 64Q: 3 clusters Score -4563946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4563960.500000 Penalty: 5226.702637
	Iteration 65Q: 3 clusters Score -4563960 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4563972.000000 Penalty: 5226.702637
	Iteration 66Q: 3 clusters Score -4563972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -4564018.500000 Penalty: 5226.702637
	Iteration 67Q: 3 clusters Score -4564018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4564059.500000 Penalty: 5226.702637
	Iteration 68Q: 3 clusters Score -4564060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4564084.500000 Penalty: 5226.702637
	Iteration 69Q: 3 clusters Score -4564084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4564106.000000 Penalty: 5226.702637
	Iteration 70Q: 3 clusters Score -4564106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4564136.000000 Penalty: 5226.702637
	Iteration 71Q: 3 clusters Score -4564136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4564147.000000 Penalty: 5226.702637
	Iteration 72Q: 3 clusters Score -4564147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4564161.000000 Penalty: 5226.702637
	Iteration 73Q: 3 clusters Score -4564161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4564173.000000 Penalty: 5226.702637
	Iteration 74Q: 3 clusters Score -4564173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4564192.000000 Penalty: 5226.702637
	Iteration 75Q: 3 clusters Score -4564192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4564208.000000 Penalty: 5226.702637
	Iteration 76Q: 3 clusters Score -4564208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4564223.000000 Penalty: 5226.702637
	Iteration 77Q: 3 clusters Score -4564223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4564233.500000 Penalty: 5226.702637
	Iteration 78Q: 3 clusters Score -4564234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4564222.000000 Penalty: 5226.702637
	Iteration 79Q: 3 clusters Score -4564222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -4564232.000000 Penalty: 5226.702637
	Iteration 80F: 3 clusters Score -4564232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4564235.000000 Penalty: 5226.702637
	Iteration 81Q: 3 clusters Score -4564235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4564246.500000 Penalty: 5226.702637
	Iteration 82Q: 3 clusters Score -4564246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4564255.500000 Penalty: 5226.702637
	Iteration 83Q: 3 clusters Score -4564256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4564260.500000 Penalty: 5226.702637
	Iteration 84Q: 3 clusters Score -4564260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4564254.500000 Penalty: 5226.702637
	Iteration 85Q: 3 clusters Score -4564254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4564259.000000 Penalty: 5226.702637
	Iteration 86Q: 3 clusters Score -4564259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4564257.500000 Penalty: 5226.702637
	Iteration 87Q: 3 clusters Score -4564258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4564264.000000 Penalty: 5226.702637
	Iteration 88Q: 3 clusters Score -4564264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4564269.000000 Penalty: 5226.702637
	Iteration 89Q: 3 clusters Score -4564269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4564273.000000 Penalty: 5226.702637
	Iteration 90Q: 3 clusters Score -4564273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4564276.000000 Penalty: 5226.702637
	Iteration 91Q: 3 clusters Score -4564276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4564290.000000 Penalty: 5226.702637
	Iteration 92Q: 3 clusters Score -4564290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4564286.500000 Penalty: 5226.702637
	Iteration 93Q: 3 clusters Score -4564286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4564281.000000 Penalty: 5226.702637
	Iteration 94Q: 3 clusters Score -4564281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -4564281.500000 Penalty: 5226.702637
	Iteration 95Q: 3 clusters Score -4564282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4564283.500000 Penalty: 5226.702637
	Iteration 96Q: 3 clusters Score -4564284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4564289.500000 Penalty: 5226.702637
	Iteration 97Q: 3 clusters Score -4564290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4564304.000000 Penalty: 5226.702637
	Iteration 98Q: 3 clusters Score -4564304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4564309.000000 Penalty: 5226.702637
	Iteration 99Q: 3 clusters Score -4564309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -4564303.500000 Penalty: 5226.702637
	Iteration 100F: 3 clusters Score -4564304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4564318.000000 Penalty: 5226.702637
	Iteration 101Q: 3 clusters Score -4564318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4564312.500000 Penalty: 5226.702637
	Iteration 102Q: 3 clusters Score -4564312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4564308.000000 Penalty: 5226.702637
	Iteration 103Q: 3 clusters Score -4564308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4564304.000000 Penalty: 5226.702637
	Iteration 104Q: 3 clusters Score -4564304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4564300.500000 Penalty: 5226.702637
	Iteration 105Q: 3 clusters Score -4564300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4564314.000000 Penalty: 5226.702637
	Iteration 106Q: 3 clusters Score -4564314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4564318.500000 Penalty: 5226.702637
	Iteration 107Q: 3 clusters Score -4564318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4564320.500000 Penalty: 5226.702637
	Iteration 108Q: 3 clusters Score -4564320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4564317.000000 Penalty: 5226.702637
	Iteration 109Q: 3 clusters Score -4564317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4564326.000000 Penalty: 5226.702637
	Iteration 110Q: 3 clusters Score -4564326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4564329.000000 Penalty: 5226.702637
	Iteration 111Q: 3 clusters Score -4564329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4564332.000000 Penalty: 5226.702637
	Iteration 112Q: 3 clusters Score -4564332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4564339.000000 Penalty: 5226.702637
	Iteration 113Q: 3 clusters Score -4564339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4564332.000000 Penalty: 5226.702637
	Iteration 114Q: 3 clusters Score -4564332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4564328.500000 Penalty: 5226.702637
	Iteration 115Q: 3 clusters Score -4564328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -4564328.000000 Penalty: 5226.702637
	Iteration 116Q: 3 clusters Score -4564328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4564328.000000 Penalty: 5226.702637
	Iteration 117Q: 3 clusters Score -4564328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4564324.500000 Penalty: 5226.702637
	Iteration 118Q: 3 clusters Score -4564324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4564326.500000 Penalty: 5226.702637
	Iteration 119Q: 3 clusters Score -4564326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4564325.000000 Penalty: 5226.702637
	Iteration 120F: 3 clusters Score -4564325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4564328.000000 Penalty: 5226.702637
	Iteration 121Q: 3 clusters Score -4564328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4564324.000000 Penalty: 5226.702637
	Iteration 122Q: 3 clusters Score -4564324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4564327.000000 Penalty: 5226.702637
	Iteration 123Q: 3 clusters Score -4564327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4564328.000000 Penalty: 5226.702637
	Iteration 124Q: 3 clusters Score -4564328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4564326.000000 Penalty: 5226.702637
	Iteration 125Q: 3 clusters Score -4564326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4564327.500000 Penalty: 5226.702637
	Iteration 126Q: 3 clusters Score -4564328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4564328.000000 Penalty: 5226.702637
	Iteration 127Q: 3 clusters Score -4564328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4564330.000000 Penalty: 5226.702637
	Iteration 128Q: 3 clusters Score -4564330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4564324.500000 Penalty: 5226.702637
	Iteration 129Q: 3 clusters Score -4564324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4564326.500000 Penalty: 5226.702637
	Iteration 130Q: 3 clusters Score -4564326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4564326.500000 Penalty: 5226.702637
	Iteration 131F: 3 clusters Score -4564326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Entering Unmasked Estep 
Score: -134400960.000000 Penalty: 155377.750000
Splitting cluster 12 changes total score from -134366640.000000 to -134400960.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (16247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Entering Unmasked Estep 
Score: -2011340.250000 Penalty: 2404.524414
	Iteration 0F: 2 clusters Score -2011340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1999693.750000 Penalty: 4809.048828
	Iteration 0F: 3 clusters Score -1999694 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2003626.625000 Penalty: 4809.048828
	Iteration 1F: 3 clusters Score -2003627 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2004260.625000 Penalty: 4809.048828
	Iteration 2F: 3 clusters Score -2004261 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2005233.000000 Penalty: 4809.048828
	Iteration 3F: 3 clusters Score -2005233 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2006771.750000 Penalty: 4809.048828
	Iteration 4F: 3 clusters Score -2006772 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2008307.375000 Penalty: 4809.048828
	Iteration 5F: 3 clusters Score -2008307 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2009239.500000 Penalty: 4809.048828
	Iteration 6F: 3 clusters Score -2009240 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2009769.750000 Penalty: 4809.048828
	Iteration 7Q: 3 clusters Score -2009770 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2010110.125000 Penalty: 4809.048828
	Iteration 8Q: 3 clusters Score -2010110 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2010392.250000 Penalty: 4809.048828
	Iteration 9Q: 3 clusters Score -2010392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2010711.750000 Penalty: 4809.048828
	Iteration 10Q: 3 clusters Score -2010712 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2011222.000000 Penalty: 4809.048828
	Iteration 11Q: 3 clusters Score -2011222 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2011902.125000 Penalty: 4809.048828
	Iteration 12Q: 3 clusters Score -2011902 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2012574.000000 Penalty: 4809.048828
	Iteration 13Q: 3 clusters Score -2012574 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2013095.500000 Penalty: 4809.048828
	Iteration 14Q: 3 clusters Score -2013096 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2013433.250000 Penalty: 4809.048828
	Iteration 15Q: 3 clusters Score -2013433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2013584.625000 Penalty: 4809.048828
	Iteration 16Q: 3 clusters Score -2013585 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2013633.375000 Penalty: 4809.048828
	Iteration 17Q: 3 clusters Score -2013633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2013652.000000 Penalty: 4809.048828
	Iteration 18Q: 3 clusters Score -2013652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2013656.500000 Penalty: 4809.048828
	Iteration 19Q: 3 clusters Score -2013656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2013655.750000 Penalty: 4809.048828
	Iteration 20F: 3 clusters Score -2013656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2013655.875000 Penalty: 4809.048828
	Iteration 21Q: 3 clusters Score -2013656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2013656.125000 Penalty: 4809.048828
	Iteration 22Q: 3 clusters Score -2013656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2013654.750000 Penalty: 4809.048828
	Iteration 23Q: 3 clusters Score -2013655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2013653.250000 Penalty: 4809.048828
	Iteration 24Q: 3 clusters Score -2013653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2013653.250000 Penalty: 4809.048828
	Iteration 25F: 3 clusters Score -2013653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Entering Unmasked Estep 
Score: -134402160.000000 Penalty: 158830.578125
Splitting cluster 13 changes total score from -134366640.000000 to -134402160.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (35289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Entering Unmasked Estep 
Score: -4425733.500000 Penalty: 2596.889160
	Iteration 0F: 2 clusters Score -4425734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4401841.500000 Penalty: 5193.778320
	Iteration 0F: 3 clusters Score -4401842 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4410883.500000 Penalty: 5193.778320
	Iteration 1F: 3 clusters Score -4410884 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4411578.500000 Penalty: 5193.778320
	Iteration 2F: 3 clusters Score -4411578 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4412148.500000 Penalty: 5193.778320
	Iteration 3Q: 3 clusters Score -4412148 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4412677.000000 Penalty: 5193.778320
	Iteration 4Q: 3 clusters Score -4412677 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4413114.500000 Penalty: 5193.778320
	Iteration 5Q: 3 clusters Score -4413114 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4413653.000000 Penalty: 5193.778320
	Iteration 6Q: 3 clusters Score -4413653 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4414307.000000 Penalty: 5193.778320
	Iteration 7Q: 3 clusters Score -4414307 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4415125.000000 Penalty: 5193.778320
	Iteration 8Q: 3 clusters Score -4415125 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4416080.000000 Penalty: 5193.778320
	Iteration 9Q: 3 clusters Score -4416080 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4417165.500000 Penalty: 5193.778320
	Iteration 10Q: 3 clusters Score -4417166 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4418323.500000 Penalty: 5193.778320
	Iteration 11Q: 3 clusters Score -4418324 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4419373.500000 Penalty: 5193.778320
	Iteration 12Q: 3 clusters Score -4419374 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4420178.000000 Penalty: 5193.778320
	Iteration 13Q: 3 clusters Score -4420178 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4420781.500000 Penalty: 5193.778320
	Iteration 14Q: 3 clusters Score -4420782 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4421317.000000 Penalty: 5193.778320
	Iteration 15Q: 3 clusters Score -4421317 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4421755.000000 Penalty: 5193.778320
	Iteration 16Q: 3 clusters Score -4421755 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4422155.000000 Penalty: 5193.778320
	Iteration 17Q: 3 clusters Score -4422155 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4422505.500000 Penalty: 5193.778320
	Iteration 18Q: 3 clusters Score -4422506 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4422838.000000 Penalty: 5193.778320
	Iteration 19Q: 3 clusters Score -4422838 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4423105.000000 Penalty: 5193.778320
	Iteration 20F: 3 clusters Score -4423105 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4423380.000000 Penalty: 5193.778320
	Iteration 21Q: 3 clusters Score -4423380 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4423641.500000 Penalty: 5193.778320
	Iteration 22Q: 3 clusters Score -4423642 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4423850.000000 Penalty: 5193.778320
	Iteration 23Q: 3 clusters Score -4423850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4424001.000000 Penalty: 5193.778320
	Iteration 24Q: 3 clusters Score -4424001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4424147.500000 Penalty: 5193.778320
	Iteration 25Q: 3 clusters Score -4424148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4424267.500000 Penalty: 5193.778320
	Iteration 26Q: 3 clusters Score -4424268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4424426.000000 Penalty: 5193.778320
	Iteration 27Q: 3 clusters Score -4424426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4424511.000000 Penalty: 5193.778320
	Iteration 28Q: 3 clusters Score -4424511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4424556.000000 Penalty: 5193.778320
	Iteration 29Q: 3 clusters Score -4424556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4424572.000000 Penalty: 5193.778320
	Iteration 30Q: 3 clusters Score -4424572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4424584.000000 Penalty: 5193.778320
	Iteration 31Q: 3 clusters Score -4424584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4424587.000000 Penalty: 5193.778320
	Iteration 32Q: 3 clusters Score -4424587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4424588.500000 Penalty: 5193.778320
	Iteration 33Q: 3 clusters Score -4424588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4424588.000000 Penalty: 5193.778320
	Iteration 34Q: 3 clusters Score -4424588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4424588.500000 Penalty: 5193.778320
	Iteration 35Q: 3 clusters Score -4424588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4424587.000000 Penalty: 5193.778320
	Iteration 36Q: 3 clusters Score -4424587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4424587.000000 Penalty: 5193.778320
	Iteration 37F: 3 clusters Score -4424587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Entering Unmasked Estep 
Score: -16722159.000000 Penalty: 2927.476318
	Iteration 0F: 2 clusters Score -1.672216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -16632945.000000 Penalty: 5854.952637
	Iteration 0F: 3 clusters Score -1.663294e+07 nChanged 63827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -16669794.000000 Penalty: 5854.952637
	Iteration 1F: 3 clusters Score -1.666979e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -16671221.000000 Penalty: 5854.952637
	Iteration 2Q: 3 clusters Score -1.667122e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -16673069.000000 Penalty: 5854.952637
	Iteration 3Q: 3 clusters Score -1.667307e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -16675756.000000 Penalty: 5854.952637
	Iteration 4Q: 3 clusters Score -1.667576e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -16679956.000000 Penalty: 5854.952637
	Iteration 5F: 3 clusters Score -1.667996e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -16685517.000000 Penalty: 5854.952637
	Iteration 6F: 3 clusters Score -1.668552e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -16691659.000000 Penalty: 5854.952637
	Iteration 7F: 3 clusters Score -1.669166e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -16697634.000000 Penalty: 5854.952637
	Iteration 8F: 3 clusters Score -1.669763e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -16703477.000000 Penalty: 5854.952637
	Iteration 9F: 3 clusters Score -1.670348e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -16708421.000000 Penalty: 5854.952637
	Iteration 10Q: 3 clusters Score -1.670842e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 121809 members 
Entering Unmasked Estep 
Score: -16712195.000000 Penalty: 5854.952637
	Iteration 11Q: 3 clusters Score -1.67122e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -16714871.000000 Penalty: 5854.952637
	Iteration 12Q: 3 clusters Score -1.671487e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -16716487.000000 Penalty: 5854.952637
	Iteration 13Q: 3 clusters Score -1.671649e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -16717493.000000 Penalty: 5854.952637
	Iteration 14Q: 3 clusters Score -1.671749e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -16718096.000000 Penalty: 5854.952637
	Iteration 15Q: 3 clusters Score -1.67181e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -16718532.000000 Penalty: 5854.952637
	Iteration 16Q: 3 clusters Score -1.671853e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 130962 members 
Entering Unmasked Estep 
Score: -16718909.000000 Penalty: 5854.952637
	Iteration 17Q: 3 clusters Score -1.671891e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -16719139.000000 Penalty: 5854.952637
	Iteration 18Q: 3 clusters Score -1.671914e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -16719321.000000 Penalty: 5854.952637
	Iteration 19Q: 3 clusters Score -1.671932e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -16719509.000000 Penalty: 5854.952637
	Iteration 20F: 3 clusters Score -1.671951e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -16719629.000000 Penalty: 5854.952637
	Iteration 21Q: 3 clusters Score -1.671963e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -16719755.000000 Penalty: 5854.952637
	Iteration 22Q: 3 clusters Score -1.671976e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -16719812.000000 Penalty: 5854.952637
	Iteration 23Q: 3 clusters Score -1.671981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -16719867.000000 Penalty: 5854.952637
	Iteration 24Q: 3 clusters Score -1.671987e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -16719870.000000 Penalty: 5854.952637
	Iteration 25Q: 3 clusters Score -1.671987e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -16719913.000000 Penalty: 5854.952637
	Iteration 26Q: 3 clusters Score -1.671991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -16719957.000000 Penalty: 5854.952637
	Iteration 27Q: 3 clusters Score -1.671996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -16719973.000000 Penalty: 5854.952637
	Iteration 28Q: 3 clusters Score -1.671997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -16719987.000000 Penalty: 5854.952637
	Iteration 29Q: 3 clusters Score -1.671999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -16719990.000000 Penalty: 5854.952637
	Iteration 30Q: 3 clusters Score -1.671999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -16719999.000000 Penalty: 5854.952637
	Iteration 31Q: 3 clusters Score -1.672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 132645 members 
Entering Unmasked Estep 
Score: -16719997.000000 Penalty: 5854.952637
	Iteration 32Q: 3 clusters Score -1.672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -16720010.000000 Penalty: 5854.952637
	Iteration 33Q: 3 clusters Score -1.672001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 132664 members 
Entering Unmasked Estep 
Score: -16720005.000000 Penalty: 5854.952637
	Iteration 34Q: 3 clusters Score -1.672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -16720014.000000 Penalty: 5854.952637
	Iteration 35Q: 3 clusters Score -1.672001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -16720020.000000 Penalty: 5854.952637
	Iteration 36Q: 3 clusters Score -1.672002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 132677 members 
Entering Unmasked Estep 
Score: -16720001.000000 Penalty: 5854.952637
	Iteration 37Q: 3 clusters Score -1.672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 132680 members 
Entering Unmasked Estep 
Score: -16720013.000000 Penalty: 5854.952637
	Iteration 38Q: 3 clusters Score -1.672001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -16720031.000000 Penalty: 5854.952637
	Iteration 39Q: 3 clusters Score -1.672003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -16720031.000000 Penalty: 5854.952637
	Iteration 40F: 3 clusters Score -1.672003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -16720031.000000 Penalty: 5854.952637
	Iteration 41Q: 3 clusters Score -1.672003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -16720036.000000 Penalty: 5854.952637
	Iteration 42Q: 3 clusters Score -1.672004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 132691 members 
Entering Unmasked Estep 
Score: -16720052.000000 Penalty: 5854.952637
	Iteration 43Q: 3 clusters Score -1.672005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -16720052.000000 Penalty: 5854.952637
	Iteration 44Q: 3 clusters Score -1.672005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 132695 members 
Entering Unmasked Estep 
Score: -16720054.000000 Penalty: 5854.952637
	Iteration 45Q: 3 clusters Score -1.672005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -16720034.000000 Penalty: 5854.952637
	Iteration 46Q: 3 clusters Score -1.672003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 132699 members 
Entering Unmasked Estep 
Score: -16720039.000000 Penalty: 5854.952637
	Iteration 47Q: 3 clusters Score -1.672004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -16720028.000000 Penalty: 5854.952637
	Iteration 48Q: 3 clusters Score -1.672003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -16720040.000000 Penalty: 5854.952637
	Iteration 49Q: 3 clusters Score -1.672004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -16720038.000000 Penalty: 5854.952637
	Iteration 50Q: 3 clusters Score -1.672004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -16720042.000000 Penalty: 5854.952637
	Iteration 51Q: 3 clusters Score -1.672004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -16720042.000000 Penalty: 5854.952637
	Iteration 52F: 3 clusters Score -1.672004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Entering Unmasked Estep 
Score: -8744404.000000 Penalty: 2767.489502
	Iteration 0F: 2 clusters Score -8744404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -8697415.000000 Penalty: 5534.979004
	Iteration 0F: 3 clusters Score -8697415 nChanged 32734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -8715681.000000 Penalty: 5534.979004
	Iteration 1F: 3 clusters Score -8715681 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8716547.000000 Penalty: 5534.979004
	Iteration 2Q: 3 clusters Score -8716547 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -8717510.000000 Penalty: 5534.979004
	Iteration 3Q: 3 clusters Score -8717510 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -8718756.000000 Penalty: 5534.979004
	Iteration 4Q: 3 clusters Score -8718756 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -8720242.000000 Penalty: 5534.979004
	Iteration 5Q: 3 clusters Score -8720242 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8721938.000000 Penalty: 5534.979004
	Iteration 6F: 3 clusters Score -8721938 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8723645.000000 Penalty: 5534.979004
	Iteration 7F: 3 clusters Score -8723645 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8725249.000000 Penalty: 5534.979004
	Iteration 8F: 3 clusters Score -8725249 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8726816.000000 Penalty: 5534.979004
	Iteration 9Q: 3 clusters Score -8726816 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -8728224.000000 Penalty: 5534.979004
	Iteration 10Q: 3 clusters Score -8728224 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -8729813.000000 Penalty: 5534.979004
	Iteration 11Q: 3 clusters Score -8729813 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -8731747.000000 Penalty: 5534.979004
	Iteration 12Q: 3 clusters Score -8731747 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -8733818.000000 Penalty: 5534.979004
	Iteration 13Q: 3 clusters Score -8733818 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -8735913.000000 Penalty: 5534.979004
	Iteration 14Q: 3 clusters Score -8735913 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -8737725.000000 Penalty: 5534.979004
	Iteration 15Q: 3 clusters Score -8737725 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -8739084.000000 Penalty: 5534.979004
	Iteration 16Q: 3 clusters Score -8739084 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -8740168.000000 Penalty: 5534.979004
	Iteration 17Q: 3 clusters Score -8740168 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8740789.000000 Penalty: 5534.979004
	Iteration 18Q: 3 clusters Score -8740789 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8741207.000000 Penalty: 5534.979004
	Iteration 19Q: 3 clusters Score -8741207 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -8741457.000000 Penalty: 5534.979004
	Iteration 20F: 3 clusters Score -8741457 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -8741620.000000 Penalty: 5534.979004
	Iteration 21Q: 3 clusters Score -8741620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -8741758.000000 Penalty: 5534.979004
	Iteration 22Q: 3 clusters Score -8741758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -8741854.000000 Penalty: 5534.979004
	Iteration 23Q: 3 clusters Score -8741854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -8741938.000000 Penalty: 5534.979004
	Iteration 24Q: 3 clusters Score -8741938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -8741950.000000 Penalty: 5534.979004
	Iteration 25Q: 3 clusters Score -8741950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8741981.000000 Penalty: 5534.979004
	Iteration 26Q: 3 clusters Score -8741981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -8742000.000000 Penalty: 5534.979004
	Iteration 27Q: 3 clusters Score -8742000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -8742004.000000 Penalty: 5534.979004
	Iteration 28Q: 3 clusters Score -8742004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -8742014.000000 Penalty: 5534.979004
	Iteration 29Q: 3 clusters Score -8742014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -8742021.000000 Penalty: 5534.979004
	Iteration 30Q: 3 clusters Score -8742021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -8742034.000000 Penalty: 5534.979004
	Iteration 31Q: 3 clusters Score -8742034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8742020.000000 Penalty: 5534.979004
	Iteration 32Q: 3 clusters Score -8742020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -8742024.000000 Penalty: 5534.979004
	Iteration 33Q: 3 clusters Score -8742024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -8742032.000000 Penalty: 5534.979004
	Iteration 34Q: 3 clusters Score -8742032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -8742043.000000 Penalty: 5534.979004
	Iteration 35Q: 3 clusters Score -8742043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8742047.000000 Penalty: 5534.979004
	Iteration 36Q: 3 clusters Score -8742047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8742062.000000 Penalty: 5534.979004
	Iteration 37Q: 3 clusters Score -8742062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -8742072.000000 Penalty: 5534.979004
	Iteration 38Q: 3 clusters Score -8742072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -8742083.000000 Penalty: 5534.979004
	Iteration 39Q: 3 clusters Score -8742083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -8742075.000000 Penalty: 5534.979004
	Iteration 40F: 3 clusters Score -8742075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -8742077.000000 Penalty: 5534.979004
	Iteration 41Q: 3 clusters Score -8742077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8742081.000000 Penalty: 5534.979004
	Iteration 42Q: 3 clusters Score -8742081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -8742089.000000 Penalty: 5534.979004
	Iteration 43Q: 3 clusters Score -8742089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -8742086.000000 Penalty: 5534.979004
	Iteration 44Q: 3 clusters Score -8742086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -8742079.000000 Penalty: 5534.979004
	Iteration 45Q: 3 clusters Score -8742079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -8742078.000000 Penalty: 5534.979004
	Iteration 46Q: 3 clusters Score -8742078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -8742080.000000 Penalty: 5534.979004
	Iteration 47Q: 3 clusters Score -8742080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -8742086.000000 Penalty: 5534.979004
	Iteration 48Q: 3 clusters Score -8742086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -8742084.000000 Penalty: 5534.979004
	Iteration 49Q: 3 clusters Score -8742084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -8742090.000000 Penalty: 5534.979004
	Iteration 50Q: 3 clusters Score -8742090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -8742091.000000 Penalty: 5534.979004
	Iteration 51Q: 3 clusters Score -8742091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -8742100.000000 Penalty: 5534.979004
	Iteration 52Q: 3 clusters Score -8742100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -8742100.000000 Penalty: 5534.979004
	Iteration 53Q: 3 clusters Score -8742100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -8742104.000000 Penalty: 5534.979004
	Iteration 54Q: 3 clusters Score -8742104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -8742111.000000 Penalty: 5534.979004
	Iteration 55Q: 3 clusters Score -8742111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -8742127.000000 Penalty: 5534.979004
	Iteration 56Q: 3 clusters Score -8742127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -8742123.000000 Penalty: 5534.979004
	Iteration 57Q: 3 clusters Score -8742123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -8742118.000000 Penalty: 5534.979004
	Iteration 58Q: 3 clusters Score -8742118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8742117.000000 Penalty: 5534.979004
	Iteration 59Q: 3 clusters Score -8742117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -8742117.000000 Penalty: 5534.979004
	Iteration 60F: 3 clusters Score -8742117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -8742133.000000 Penalty: 5534.979004
	Iteration 61Q: 3 clusters Score -8742133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -8742131.000000 Penalty: 5534.979004
	Iteration 62Q: 3 clusters Score -8742131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -8742139.000000 Penalty: 5534.979004
	Iteration 63Q: 3 clusters Score -8742139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -8742145.000000 Penalty: 5534.979004
	Iteration 64Q: 3 clusters Score -8742145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -8742145.000000 Penalty: 5534.979004
	Iteration 65Q: 3 clusters Score -8742145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -8742148.000000 Penalty: 5534.979004
	Iteration 66Q: 3 clusters Score -8742148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -8742149.000000 Penalty: 5534.979004
	Iteration 67Q: 3 clusters Score -8742149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -8742155.000000 Penalty: 5534.979004
	Iteration 68Q: 3 clusters Score -8742155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -8742154.000000 Penalty: 5534.979004
	Iteration 69Q: 3 clusters Score -8742154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -8742154.000000 Penalty: 5534.979004
	Iteration 70F: 3 clusters Score -8742154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Entering Unmasked Estep 
Score: -1593056.125000 Penalty: 2353.842285
	Iteration 0F: 2 clusters Score -1593056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1583372.250000 Penalty: 4707.684570
	Iteration 0F: 3 clusters Score -1583372 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1586707.000000 Penalty: 4707.684570
	Iteration 1F: 3 clusters Score -1586707 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1587414.875000 Penalty: 4707.684570
	Iteration 2F: 3 clusters Score -1587415 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1588064.500000 Penalty: 4707.684570
	Iteration 3F: 3 clusters Score -1588064 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1588780.000000 Penalty: 4707.684570
	Iteration 4F: 3 clusters Score -1588780 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1589753.625000 Penalty: 4707.684570
	Iteration 5F: 3 clusters Score -1589754 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1590690.250000 Penalty: 4707.684570
	Iteration 6F: 3 clusters Score -1590690 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1591344.500000 Penalty: 4707.684570
	Iteration 7F: 3 clusters Score -1591344 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1591773.500000 Penalty: 4707.684570
	Iteration 8Q: 3 clusters Score -1591774 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1592078.000000 Penalty: 4707.684570
	Iteration 9Q: 3 clusters Score -1592078 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1592288.625000 Penalty: 4707.684570
	Iteration 10Q: 3 clusters Score -1592289 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1592433.125000 Penalty: 4707.684570
	Iteration 11Q: 3 clusters Score -1592433 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1592549.375000 Penalty: 4707.684570
	Iteration 12Q: 3 clusters Score -1592549 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1592672.500000 Penalty: 4707.684570
	Iteration 13Q: 3 clusters Score -1592672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1592777.625000 Penalty: 4707.684570
	Iteration 14Q: 3 clusters Score -1592778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1592842.250000 Penalty: 4707.684570
	Iteration 15Q: 3 clusters Score -1592842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1592880.500000 Penalty: 4707.684570
	Iteration 16Q: 3 clusters Score -1592880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1592906.000000 Penalty: 4707.684570
	Iteration 17Q: 3 clusters Score -1592906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1592918.000000 Penalty: 4707.684570
	Iteration 18Q: 3 clusters Score -1592918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1592936.500000 Penalty: 4707.684570
	Iteration 19Q: 3 clusters Score -1592936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1592944.000000 Penalty: 4707.684570
	Iteration 20F: 3 clusters Score -1592944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1592949.500000 Penalty: 4707.684570
	Iteration 21Q: 3 clusters Score -1592950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1592954.875000 Penalty: 4707.684570
	Iteration 22Q: 3 clusters Score -1592955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1592953.625000 Penalty: 4707.684570
	Iteration 23Q: 3 clusters Score -1592954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1592957.750000 Penalty: 4707.684570
	Iteration 24Q: 3 clusters Score -1592958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1592960.375000 Penalty: 4707.684570
	Iteration 25Q: 3 clusters Score -1592960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1592958.250000 Penalty: 4707.684570
	Iteration 26Q: 3 clusters Score -1592958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1592957.625000 Penalty: 4707.684570
	Iteration 27Q: 3 clusters Score -1592958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1592959.125000 Penalty: 4707.684570
	Iteration 28Q: 3 clusters Score -1592959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1592962.125000 Penalty: 4707.684570
	Iteration 29Q: 3 clusters Score -1592962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1592963.750000 Penalty: 4707.684570
	Iteration 30Q: 3 clusters Score -1592964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1592965.250000 Penalty: 4707.684570
	Iteration 31Q: 3 clusters Score -1592965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1592965.375000 Penalty: 4707.684570
	Iteration 32Q: 3 clusters Score -1592965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1592966.000000 Penalty: 4707.684570
	Iteration 33Q: 3 clusters Score -1592966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1592966.000000 Penalty: 4707.684570
	Iteration 34F: 3 clusters Score -1592966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Entering Unmasked Estep 
Score: -2176019.500000 Penalty: 2426.117188
	Iteration 0F: 2 clusters Score -2176020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2163354.750000 Penalty: 4852.234375
	Iteration 0F: 3 clusters Score -2163355 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2167592.500000 Penalty: 4852.234375
	Iteration 1F: 3 clusters Score -2167592 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2168064.750000 Penalty: 4852.234375
	Iteration 2F: 3 clusters Score -2168065 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2168439.000000 Penalty: 4852.234375
	Iteration 3Q: 3 clusters Score -2168439 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2168770.250000 Penalty: 4852.234375
	Iteration 4Q: 3 clusters Score -2168770 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2169069.750000 Penalty: 4852.234375
	Iteration 5Q: 3 clusters Score -2169070 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2169328.500000 Penalty: 4852.234375
	Iteration 6Q: 3 clusters Score -2169328 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2169566.500000 Penalty: 4852.234375
	Iteration 7Q: 3 clusters Score -2169566 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2169792.000000 Penalty: 4852.234375
	Iteration 8Q: 3 clusters Score -2169792 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2170041.750000 Penalty: 4852.234375
	Iteration 9Q: 3 clusters Score -2170042 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2170331.250000 Penalty: 4852.234375
	Iteration 10Q: 3 clusters Score -2170331 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2170625.250000 Penalty: 4852.234375
	Iteration 11Q: 3 clusters Score -2170625 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2170973.750000 Penalty: 4852.234375
	Iteration 12Q: 3 clusters Score -2170974 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2171311.250000 Penalty: 4852.234375
	Iteration 13Q: 3 clusters Score -2171311 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2171661.250000 Penalty: 4852.234375
	Iteration 14Q: 3 clusters Score -2171661 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2171969.750000 Penalty: 4852.234375
	Iteration 15Q: 3 clusters Score -2171970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2172266.500000 Penalty: 4852.234375
	Iteration 16Q: 3 clusters Score -2172266 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2172519.000000 Penalty: 4852.234375
	Iteration 17Q: 3 clusters Score -2172519 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2172741.750000 Penalty: 4852.234375
	Iteration 18Q: 3 clusters Score -2172742 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2172913.000000 Penalty: 4852.234375
	Iteration 19Q: 3 clusters Score -2172913 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2173088.750000 Penalty: 4852.234375
	Iteration 20F: 3 clusters Score -2173089 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2173243.500000 Penalty: 4852.234375
	Iteration 21Q: 3 clusters Score -2173244 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2173392.000000 Penalty: 4852.234375
	Iteration 22Q: 3 clusters Score -2173392 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2173531.250000 Penalty: 4852.234375
	Iteration 23Q: 3 clusters Score -2173531 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2173668.000000 Penalty: 4852.234375
	Iteration 24Q: 3 clusters Score -2173668 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2173785.000000 Penalty: 4852.234375
	Iteration 25Q: 3 clusters Score -2173785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2173897.750000 Penalty: 4852.234375
	Iteration 26Q: 3 clusters Score -2173898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2173998.250000 Penalty: 4852.234375
	Iteration 27Q: 3 clusters Score -2173998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2174073.750000 Penalty: 4852.234375
	Iteration 28Q: 3 clusters Score -2174074 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2174128.750000 Penalty: 4852.234375
	Iteration 29Q: 3 clusters Score -2174129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2174166.750000 Penalty: 4852.234375
	Iteration 30Q: 3 clusters Score -2174167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2174195.750000 Penalty: 4852.234375
	Iteration 31Q: 3 clusters Score -2174196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2174229.250000 Penalty: 4852.234375
	Iteration 32Q: 3 clusters Score -2174229 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2174244.250000 Penalty: 4852.234375
	Iteration 33Q: 3 clusters Score -2174244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2174264.000000 Penalty: 4852.234375
	Iteration 34Q: 3 clusters Score -2174264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2174279.000000 Penalty: 4852.234375
	Iteration 35Q: 3 clusters Score -2174279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2174298.250000 Penalty: 4852.234375
	Iteration 36Q: 3 clusters Score -2174298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2174311.500000 Penalty: 4852.234375
	Iteration 37Q: 3 clusters Score -2174312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2174320.500000 Penalty: 4852.234375
	Iteration 38Q: 3 clusters Score -2174320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2174331.500000 Penalty: 4852.234375
	Iteration 39Q: 3 clusters Score -2174332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2174335.750000 Penalty: 4852.234375
	Iteration 40F: 3 clusters Score -2174336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2174337.250000 Penalty: 4852.234375
	Iteration 41Q: 3 clusters Score -2174337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2174344.500000 Penalty: 4852.234375
	Iteration 42Q: 3 clusters Score -2174344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2174349.250000 Penalty: 4852.234375
	Iteration 43Q: 3 clusters Score -2174349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2174353.000000 Penalty: 4852.234375
	Iteration 44Q: 3 clusters Score -2174353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2174355.250000 Penalty: 4852.234375
	Iteration 45Q: 3 clusters Score -2174355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2174360.250000 Penalty: 4852.234375
	Iteration 46Q: 3 clusters Score -2174360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2174370.750000 Penalty: 4852.234375
	Iteration 47Q: 3 clusters Score -2174371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2174379.250000 Penalty: 4852.234375
	Iteration 48Q: 3 clusters Score -2174379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2174385.000000 Penalty: 4852.234375
	Iteration 49Q: 3 clusters Score -2174385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2174392.250000 Penalty: 4852.234375
	Iteration 50Q: 3 clusters Score -2174392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2174393.250000 Penalty: 4852.234375
	Iteration 51Q: 3 clusters Score -2174393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2174405.750000 Penalty: 4852.234375
	Iteration 52Q: 3 clusters Score -2174406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2174405.500000 Penalty: 4852.234375
	Iteration 53Q: 3 clusters Score -2174406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2174410.500000 Penalty: 4852.234375
	Iteration 54Q: 3 clusters Score -2174410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2174409.500000 Penalty: 4852.234375
	Iteration 55Q: 3 clusters Score -2174410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2174408.250000 Penalty: 4852.234375
	Iteration 56Q: 3 clusters Score -2174408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2174414.000000 Penalty: 4852.234375
	Iteration 57Q: 3 clusters Score -2174414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2174417.750000 Penalty: 4852.234375
	Iteration 58Q: 3 clusters Score -2174418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2174418.250000 Penalty: 4852.234375
	Iteration 59Q: 3 clusters Score -2174418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2174417.500000 Penalty: 4852.234375
	Iteration 60F: 3 clusters Score -2174418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2174415.000000 Penalty: 4852.234375
	Iteration 61Q: 3 clusters Score -2174415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2174415.500000 Penalty: 4852.234375
	Iteration 62Q: 3 clusters Score -2174416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2174418.750000 Penalty: 4852.234375
	Iteration 63Q: 3 clusters Score -2174419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2174418.750000 Penalty: 4852.234375
	Iteration 64F: 3 clusters Score -2174419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1225857.250000 Penalty: 2290.288086
	Iteration 0F: 2 clusters Score -1225857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1218187.500000 Penalty: 4580.576172
	Iteration 0F: 3 clusters Score -1218188 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1220677.125000 Penalty: 4580.576172
	Iteration 1F: 3 clusters Score -1220677 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1221634.500000 Penalty: 4580.576172
	Iteration 2F: 3 clusters Score -1221634 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1222867.500000 Penalty: 4580.576172
	Iteration 3F: 3 clusters Score -1222868 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1223919.375000 Penalty: 4580.576172
	Iteration 4F: 3 clusters Score -1223919 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1224683.625000 Penalty: 4580.576172
	Iteration 5F: 3 clusters Score -1224684 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1225202.875000 Penalty: 4580.576172
	Iteration 6F: 3 clusters Score -1225203 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1225594.125000 Penalty: 4580.576172
	Iteration 7Q: 3 clusters Score -1225594 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1225855.750000 Penalty: 4580.576172
	Iteration 8Q: 3 clusters Score -1225856 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1225999.750000 Penalty: 4580.576172
	Iteration 9Q: 3 clusters Score -1226000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1226097.625000 Penalty: 4580.576172
	Iteration 10Q: 3 clusters Score -1226098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1226165.250000 Penalty: 4580.576172
	Iteration 11Q: 3 clusters Score -1226165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1226223.000000 Penalty: 4580.576172
	Iteration 12Q: 3 clusters Score -1226223 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1226277.250000 Penalty: 4580.576172
	Iteration 13Q: 3 clusters Score -1226277 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1226327.375000 Penalty: 4580.576172
	Iteration 14Q: 3 clusters Score -1226327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1226387.375000 Penalty: 4580.576172
	Iteration 15Q: 3 clusters Score -1226387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1226453.000000 Penalty: 4580.576172
	Iteration 16Q: 3 clusters Score -1226453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1226526.250000 Penalty: 4580.576172
	Iteration 17Q: 3 clusters Score -1226526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1226613.875000 Penalty: 4580.576172
	Iteration 18Q: 3 clusters Score -1226614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1226777.250000 Penalty: 4580.576172
	Iteration 19Q: 3 clusters Score -1226777 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1227105.375000 Penalty: 4580.576172
	Iteration 20F: 3 clusters Score -1227105 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1227858.625000 Penalty: 4580.576172
	Iteration 21Q: 3 clusters Score -1227859 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1228586.375000 Penalty: 4580.576172
	Iteration 22Q: 3 clusters Score -1228586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1228740.500000 Penalty: 4580.576172
	Iteration 23Q: 3 clusters Score -1228740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1228775.750000 Penalty: 4580.576172
	Iteration 24Q: 3 clusters Score -1228776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1228784.375000 Penalty: 4580.576172
	Iteration 25Q: 3 clusters Score -1228784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1228788.625000 Penalty: 4580.576172
	Iteration 26Q: 3 clusters Score -1228789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1228792.875000 Penalty: 4580.576172
	Iteration 27Q: 3 clusters Score -1228793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1228794.625000 Penalty: 4580.576172
	Iteration 28Q: 3 clusters Score -1228795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1228791.875000 Penalty: 4580.576172
	Iteration 29Q: 3 clusters Score -1228792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1228791.875000 Penalty: 4580.576172
	Iteration 30F: 3 clusters Score -1228792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 49537 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Entering Unmasked Estep 
Score: -134404048.000000 Penalty: 162283.421875
Splitting cluster 19 changes total score from -134366640.000000 to -134404048.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (38233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Entering Unmasked Estep 
Score: -4828130.000000 Penalty: 2616.760742
	Iteration 0F: 2 clusters Score -4828130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4802165.500000 Penalty: 5233.521484
	Iteration 0F: 3 clusters Score -4802166 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4811836.000000 Penalty: 5233.521484
	Iteration 1F: 3 clusters Score -4811836 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4812331.000000 Penalty: 5233.521484
	Iteration 2Q: 3 clusters Score -4812331 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4812869.500000 Penalty: 5233.521484
	Iteration 3Q: 3 clusters Score -4812870 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4813462.000000 Penalty: 5233.521484
	Iteration 4Q: 3 clusters Score -4813462 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4814244.500000 Penalty: 5233.521484
	Iteration 5Q: 3 clusters Score -4814244 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4815244.000000 Penalty: 5233.521484
	Iteration 6F: 3 clusters Score -4815244 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4816502.500000 Penalty: 5233.521484
	Iteration 7F: 3 clusters Score -4816502 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -4818058.000000 Penalty: 5233.521484
	Iteration 8F: 3 clusters Score -4818058 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4819852.500000 Penalty: 5233.521484
	Iteration 9F: 3 clusters Score -4819852 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4821639.500000 Penalty: 5233.521484
	Iteration 10F: 3 clusters Score -4821640 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4823162.500000 Penalty: 5233.521484
	Iteration 11Q: 3 clusters Score -4823162 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4824255.500000 Penalty: 5233.521484
	Iteration 12Q: 3 clusters Score -4824256 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4824799.000000 Penalty: 5233.521484
	Iteration 13Q: 3 clusters Score -4824799 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4825077.500000 Penalty: 5233.521484
	Iteration 14Q: 3 clusters Score -4825078 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4825266.500000 Penalty: 5233.521484
	Iteration 15Q: 3 clusters Score -4825266 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4825382.500000 Penalty: 5233.521484
	Iteration 16Q: 3 clusters Score -4825382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4825480.000000 Penalty: 5233.521484
	Iteration 17Q: 3 clusters Score -4825480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4825537.500000 Penalty: 5233.521484
	Iteration 18Q: 3 clusters Score -4825538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4825598.000000 Penalty: 5233.521484
	Iteration 19Q: 3 clusters Score -4825598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4825633.000000 Penalty: 5233.521484
	Iteration 20F: 3 clusters Score -4825633 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4825662.500000 Penalty: 5233.521484
	Iteration 21Q: 3 clusters Score -4825662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4825675.000000 Penalty: 5233.521484
	Iteration 22Q: 3 clusters Score -4825675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4825716.000000 Penalty: 5233.521484
	Iteration 23Q: 3 clusters Score -4825716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4825747.000000 Penalty: 5233.521484
	Iteration 24Q: 3 clusters Score -4825747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4825763.500000 Penalty: 5233.521484
	Iteration 25Q: 3 clusters Score -4825764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4825781.000000 Penalty: 5233.521484
	Iteration 26Q: 3 clusters Score -4825781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4825799.500000 Penalty: 5233.521484
	Iteration 27Q: 3 clusters Score -4825800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4825827.000000 Penalty: 5233.521484
	Iteration 28Q: 3 clusters Score -4825827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4825834.500000 Penalty: 5233.521484
	Iteration 29Q: 3 clusters Score -4825834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4825847.500000 Penalty: 5233.521484
	Iteration 30Q: 3 clusters Score -4825848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4825854.000000 Penalty: 5233.521484
	Iteration 31Q: 3 clusters Score -4825854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4825862.000000 Penalty: 5233.521484
	Iteration 32Q: 3 clusters Score -4825862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4825862.500000 Penalty: 5233.521484
	Iteration 33Q: 3 clusters Score -4825862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4825869.000000 Penalty: 5233.521484
	Iteration 34Q: 3 clusters Score -4825869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4825885.000000 Penalty: 5233.521484
	Iteration 35Q: 3 clusters Score -4825885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4825882.000000 Penalty: 5233.521484
	Iteration 36Q: 3 clusters Score -4825882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4825881.000000 Penalty: 5233.521484
	Iteration 37Q: 3 clusters Score -4825881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4825882.000000 Penalty: 5233.521484
	Iteration 38Q: 3 clusters Score -4825882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4825886.500000 Penalty: 5233.521484
	Iteration 39Q: 3 clusters Score -4825886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4825890.000000 Penalty: 5233.521484
	Iteration 40F: 3 clusters Score -4825890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4825894.000000 Penalty: 5233.521484
	Iteration 41Q: 3 clusters Score -4825894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4825905.500000 Penalty: 5233.521484
	Iteration 42Q: 3 clusters Score -4825906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4825909.000000 Penalty: 5233.521484
	Iteration 43Q: 3 clusters Score -4825909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4825910.000000 Penalty: 5233.521484
	Iteration 44Q: 3 clusters Score -4825910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4825914.500000 Penalty: 5233.521484
	Iteration 45Q: 3 clusters Score -4825914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4825921.000000 Penalty: 5233.521484
	Iteration 46Q: 3 clusters Score -4825921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4825917.500000 Penalty: 5233.521484
	Iteration 47Q: 3 clusters Score -4825918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4825928.000000 Penalty: 5233.521484
	Iteration 48Q: 3 clusters Score -4825928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4825924.500000 Penalty: 5233.521484
	Iteration 49Q: 3 clusters Score -4825924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4825927.000000 Penalty: 5233.521484
	Iteration 50Q: 3 clusters Score -4825927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4825925.000000 Penalty: 5233.521484
	Iteration 51Q: 3 clusters Score -4825925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4825930.500000 Penalty: 5233.521484
	Iteration 52Q: 3 clusters Score -4825930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4825928.000000 Penalty: 5233.521484
	Iteration 53Q: 3 clusters Score -4825928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4825928.000000 Penalty: 5233.521484
	Iteration 54Q: 3 clusters Score -4825928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4825935.000000 Penalty: 5233.521484
	Iteration 55Q: 3 clusters Score -4825935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4825936.000000 Penalty: 5233.521484
	Iteration 56Q: 3 clusters Score -4825936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4825935.500000 Penalty: 5233.521484
	Iteration 57Q: 3 clusters Score -4825936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4825932.000000 Penalty: 5233.521484
	Iteration 58Q: 3 clusters Score -4825932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4825935.500000 Penalty: 5233.521484
	Iteration 59Q: 3 clusters Score -4825936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4825938.500000 Penalty: 5233.521484
	Iteration 60F: 3 clusters Score -4825938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4825935.000000 Penalty: 5233.521484
	Iteration 61Q: 3 clusters Score -4825935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4825936.000000 Penalty: 5233.521484
	Iteration 62Q: 3 clusters Score -4825936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4825940.000000 Penalty: 5233.521484
	Iteration 63Q: 3 clusters Score -4825940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4825937.500000 Penalty: 5233.521484
	Iteration 64Q: 3 clusters Score -4825938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4825937.500000 Penalty: 5233.521484
	Iteration 65F: 3 clusters Score -4825938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Entering Unmasked Estep 
Score: -5705661.000000 Penalty: 2680.997803
	Iteration 0F: 2 clusters Score -5705661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5672364.000000 Penalty: 5361.995605
	Iteration 0F: 3 clusters Score -5672364 nChanged 22879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5685516.000000 Penalty: 5361.995605
	Iteration 1F: 3 clusters Score -5685516 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5686793.000000 Penalty: 5361.995605
	Iteration 2F: 3 clusters Score -5686793 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5688425.500000 Penalty: 5361.995605
	Iteration 3F: 3 clusters Score -5688426 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5690328.500000 Penalty: 5361.995605
	Iteration 4F: 3 clusters Score -5690328 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5692138.000000 Penalty: 5361.995605
	Iteration 5F: 3 clusters Score -5692138 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5693929.000000 Penalty: 5361.995605
	Iteration 6F: 3 clusters Score -5693929 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5695704.000000 Penalty: 5361.995605
	Iteration 7F: 3 clusters Score -5695704 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5697306.500000 Penalty: 5361.995605
	Iteration 8F: 3 clusters Score -5697306 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5698623.000000 Penalty: 5361.995605
	Iteration 9Q: 3 clusters Score -5698623 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5699634.500000 Penalty: 5361.995605
	Iteration 10Q: 3 clusters Score -5699634 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5700415.000000 Penalty: 5361.995605
	Iteration 11Q: 3 clusters Score -5700415 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -5701030.500000 Penalty: 5361.995605
	Iteration 12Q: 3 clusters Score -5701030 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5701559.500000 Penalty: 5361.995605
	Iteration 13Q: 3 clusters Score -5701560 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5702111.000000 Penalty: 5361.995605
	Iteration 14Q: 3 clusters Score -5702111 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5702614.500000 Penalty: 5361.995605
	Iteration 15Q: 3 clusters Score -5702614 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5703133.500000 Penalty: 5361.995605
	Iteration 16Q: 3 clusters Score -5703134 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5703603.500000 Penalty: 5361.995605
	Iteration 17Q: 3 clusters Score -5703604 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5704116.000000 Penalty: 5361.995605
	Iteration 18Q: 3 clusters Score -5704116 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5704610.000000 Penalty: 5361.995605
	Iteration 19Q: 3 clusters Score -5704610 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5705013.000000 Penalty: 5361.995605
	Iteration 20F: 3 clusters Score -5705013 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5705369.500000 Penalty: 5361.995605
	Iteration 21Q: 3 clusters Score -5705370 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5705726.500000 Penalty: 5361.995605
	Iteration 22Q: 3 clusters Score -5705726 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5706029.000000 Penalty: 5361.995605
	Iteration 23Q: 3 clusters Score -5706029 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5706353.000000 Penalty: 5361.995605
	Iteration 24Q: 3 clusters Score -5706353 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5706592.500000 Penalty: 5361.995605
	Iteration 25Q: 3 clusters Score -5706592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5706740.500000 Penalty: 5361.995605
	Iteration 26Q: 3 clusters Score -5706740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5706829.500000 Penalty: 5361.995605
	Iteration 27Q: 3 clusters Score -5706830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5706893.500000 Penalty: 5361.995605
	Iteration 28Q: 3 clusters Score -5706894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5706901.500000 Penalty: 5361.995605
	Iteration 29Q: 3 clusters Score -5706902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5706911.500000 Penalty: 5361.995605
	Iteration 30Q: 3 clusters Score -5706912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5706922.500000 Penalty: 5361.995605
	Iteration 31Q: 3 clusters Score -5706922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5706935.500000 Penalty: 5361.995605
	Iteration 32Q: 3 clusters Score -5706936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5706951.000000 Penalty: 5361.995605
	Iteration 33Q: 3 clusters Score -5706951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5706961.000000 Penalty: 5361.995605
	Iteration 34Q: 3 clusters Score -5706961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5706975.000000 Penalty: 5361.995605
	Iteration 35Q: 3 clusters Score -5706975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5706982.500000 Penalty: 5361.995605
	Iteration 36Q: 3 clusters Score -5706982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5706987.000000 Penalty: 5361.995605
	Iteration 37Q: 3 clusters Score -5706987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5706989.000000 Penalty: 5361.995605
	Iteration 38Q: 3 clusters Score -5706989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5706989.000000 Penalty: 5361.995605
	Iteration 39Q: 3 clusters Score -5706989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5706986.000000 Penalty: 5361.995605
	Iteration 40F: 3 clusters Score -5706986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5706990.500000 Penalty: 5361.995605
	Iteration 41Q: 3 clusters Score -5706990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5706986.500000 Penalty: 5361.995605
	Iteration 42Q: 3 clusters Score -5706986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5706989.000000 Penalty: 5361.995605
	Iteration 43Q: 3 clusters Score -5706989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5706986.500000 Penalty: 5361.995605
	Iteration 44Q: 3 clusters Score -5706986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5706985.000000 Penalty: 5361.995605
	Iteration 45Q: 3 clusters Score -5706985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5706985.000000 Penalty: 5361.995605
	Iteration 46F: 3 clusters Score -5706985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Entering Unmasked Estep 
Score: -134404528.000000 Penalty: 165736.265625
Splitting cluster 21 changes total score from -134366640.000000 to -134404528.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -670888.937500 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -670888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -666053.625000 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -666053.6 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -667396.937500 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -667396.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -667775.187500 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -667775.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -668118.375000 Penalty: 4280.738770
	Iteration 3F: 3 clusters Score -668118.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -668447.687500 Penalty: 4280.738770
	Iteration 4F: 3 clusters Score -668447.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -668791.125000 Penalty: 4280.738770
	Iteration 5F: 3 clusters Score -668791.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -669189.937500 Penalty: 4280.738770
	Iteration 6F: 3 clusters Score -669189.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -669579.000000 Penalty: 4280.738770
	Iteration 7F: 3 clusters Score -669579 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -669873.062500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -669873.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -670050.625000 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -670050.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -670146.062500 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -670146.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -670194.750000 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -670194.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -670235.500000 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -670235.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -670259.562500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -670259.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -670271.937500 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -670271.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -670285.625000 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -670285.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -670300.250000 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -670300.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -670314.187500 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -670314.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -670325.687500 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -670325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -670331.250000 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -670331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -670335.937500 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -670335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -670340.500000 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -670340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -670348.312500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -670348.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -670353.687500 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -670353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -670360.437500 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -670360.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -670364.250000 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -670364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -670367.875000 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -670367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -670370.437500 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -670370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -670371.312500 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -670371.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -670373.875000 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -670373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -670376.312500 Penalty: 4280.738770
	Iteration 30Q: 3 clusters Score -670376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -670386.812500 Penalty: 4280.738770
	Iteration 31Q: 3 clusters Score -670386.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -670397.375000 Penalty: 4280.738770
	Iteration 32Q: 3 clusters Score -670397.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -670408.687500 Penalty: 4280.738770
	Iteration 33Q: 3 clusters Score -670408.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -670421.000000 Penalty: 4280.738770
	Iteration 34Q: 3 clusters Score -670421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -670434.062500 Penalty: 4280.738770
	Iteration 35Q: 3 clusters Score -670434.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -670457.625000 Penalty: 4280.738770
	Iteration 36Q: 3 clusters Score -670457.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -670486.937500 Penalty: 4280.738770
	Iteration 37Q: 3 clusters Score -670486.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -670519.687500 Penalty: 4280.738770
	Iteration 38Q: 3 clusters Score -670519.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -670547.812500 Penalty: 4280.738770
	Iteration 39Q: 3 clusters Score -670547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -670565.062500 Penalty: 4280.738770
	Iteration 40F: 3 clusters Score -670565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -670587.000000 Penalty: 4280.738770
	Iteration 41Q: 3 clusters Score -670587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -670613.875000 Penalty: 4280.738770
	Iteration 42Q: 3 clusters Score -670613.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -670627.750000 Penalty: 4280.738770
	Iteration 43Q: 3 clusters Score -670627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -670649.437500 Penalty: 4280.738770
	Iteration 44Q: 3 clusters Score -670649.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -670670.250000 Penalty: 4280.738770
	Iteration 45Q: 3 clusters Score -670670.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -670680.812500 Penalty: 4280.738770
	Iteration 46Q: 3 clusters Score -670680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -670690.437500 Penalty: 4280.738770
	Iteration 47Q: 3 clusters Score -670690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -670698.187500 Penalty: 4280.738770
	Iteration 48Q: 3 clusters Score -670698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -670702.875000 Penalty: 4280.738770
	Iteration 49Q: 3 clusters Score -670702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -670704.750000 Penalty: 4280.738770
	Iteration 50Q: 3 clusters Score -670704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -670707.250000 Penalty: 4280.738770
	Iteration 51Q: 3 clusters Score -670707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -670706.875000 Penalty: 4280.738770
	Iteration 52Q: 3 clusters Score -670706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -670709.312500 Penalty: 4280.738770
	Iteration 53Q: 3 clusters Score -670709.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -670714.312500 Penalty: 4280.738770
	Iteration 54Q: 3 clusters Score -670714.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -670723.562500 Penalty: 4280.738770
	Iteration 55Q: 3 clusters Score -670723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -670725.937500 Penalty: 4280.738770
	Iteration 56Q: 3 clusters Score -670725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -670729.562500 Penalty: 4280.738770
	Iteration 57Q: 3 clusters Score -670729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -670731.375000 Penalty: 4280.738770
	Iteration 58Q: 3 clusters Score -670731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -670734.375000 Penalty: 4280.738770
	Iteration 59Q: 3 clusters Score -670734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -670737.687500 Penalty: 4280.738770
	Iteration 60F: 3 clusters Score -670737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -670737.312500 Penalty: 4280.738770
	Iteration 61Q: 3 clusters Score -670737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -670737.375000 Penalty: 4280.738770
	Iteration 62Q: 3 clusters Score -670737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -670740.812500 Penalty: 4280.738770
	Iteration 63Q: 3 clusters Score -670740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -670742.750000 Penalty: 4280.738770
	Iteration 64Q: 3 clusters Score -670742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -670744.687500 Penalty: 4280.738770
	Iteration 65Q: 3 clusters Score -670744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -670746.875000 Penalty: 4280.738770
	Iteration 66Q: 3 clusters Score -670746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -670748.687500 Penalty: 4280.738770
	Iteration 67Q: 3 clusters Score -670748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -670750.062500 Penalty: 4280.738770
	Iteration 68Q: 3 clusters Score -670750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -670749.812500 Penalty: 4280.738770
	Iteration 69Q: 3 clusters Score -670749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -670749.812500 Penalty: 4280.738770
	Iteration 70F: 3 clusters Score -670749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Entering Unmasked Estep 
Score: -1296976.750000 Penalty: 2300.270508
	Iteration 0F: 2 clusters Score -1296977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1289006.500000 Penalty: 4600.541016
	Iteration 0F: 3 clusters Score -1289006 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1291818.500000 Penalty: 4600.541016
	Iteration 1F: 3 clusters Score -1291818 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1292955.375000 Penalty: 4600.541016
	Iteration 2F: 3 clusters Score -1292955 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1294215.125000 Penalty: 4600.541016
	Iteration 3F: 3 clusters Score -1294215 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1295310.875000 Penalty: 4600.541016
	Iteration 4F: 3 clusters Score -1295311 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1296043.875000 Penalty: 4600.541016
	Iteration 5F: 3 clusters Score -1296044 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1296443.500000 Penalty: 4600.541016
	Iteration 6F: 3 clusters Score -1296444 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1296664.625000 Penalty: 4600.541016
	Iteration 7Q: 3 clusters Score -1296665 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1296831.500000 Penalty: 4600.541016
	Iteration 8Q: 3 clusters Score -1296832 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1296947.000000 Penalty: 4600.541016
	Iteration 9Q: 3 clusters Score -1296947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1297035.375000 Penalty: 4600.541016
	Iteration 10Q: 3 clusters Score -1297035 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1297144.625000 Penalty: 4600.541016
	Iteration 11Q: 3 clusters Score -1297145 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1297290.375000 Penalty: 4600.541016
	Iteration 12Q: 3 clusters Score -1297290 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1297458.375000 Penalty: 4600.541016
	Iteration 13Q: 3 clusters Score -1297458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1297627.000000 Penalty: 4600.541016
	Iteration 14Q: 3 clusters Score -1297627 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1297783.875000 Penalty: 4600.541016
	Iteration 15Q: 3 clusters Score -1297784 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1297912.625000 Penalty: 4600.541016
	Iteration 16Q: 3 clusters Score -1297913 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1298028.750000 Penalty: 4600.541016
	Iteration 17Q: 3 clusters Score -1298029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1298119.250000 Penalty: 4600.541016
	Iteration 18Q: 3 clusters Score -1298119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1298181.125000 Penalty: 4600.541016
	Iteration 19Q: 3 clusters Score -1298181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1298222.750000 Penalty: 4600.541016
	Iteration 20F: 3 clusters Score -1298223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1298246.750000 Penalty: 4600.541016
	Iteration 21Q: 3 clusters Score -1298247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1298258.750000 Penalty: 4600.541016
	Iteration 22Q: 3 clusters Score -1298259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1298261.625000 Penalty: 4600.541016
	Iteration 23Q: 3 clusters Score -1298262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1298259.750000 Penalty: 4600.541016
	Iteration 24Q: 3 clusters Score -1298260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1298258.375000 Penalty: 4600.541016
	Iteration 25Q: 3 clusters Score -1298258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1298262.750000 Penalty: 4600.541016
	Iteration 26Q: 3 clusters Score -1298263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1298265.000000 Penalty: 4600.541016
	Iteration 27Q: 3 clusters Score -1298265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1298261.875000 Penalty: 4600.541016
	Iteration 28Q: 3 clusters Score -1298262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1298264.000000 Penalty: 4600.541016
	Iteration 29Q: 3 clusters Score -1298264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1298266.250000 Penalty: 4600.541016
	Iteration 30Q: 3 clusters Score -1298266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1298265.750000 Penalty: 4600.541016
	Iteration 31Q: 3 clusters Score -1298266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1298265.000000 Penalty: 4600.541016
	Iteration 32Q: 3 clusters Score -1298265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1298264.625000 Penalty: 4600.541016
	Iteration 33Q: 3 clusters Score -1298265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1298264.625000 Penalty: 4600.541016
	Iteration 34F: 3 clusters Score -1298265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Entering Unmasked Estep 
Score: -134404672.000000 Penalty: 169189.093750
Splitting cluster 23 changes total score from -134366640.000000 to -134404672.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -114739.765625 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -114739.8 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 754 members 
Entering Unmasked Estep 
Score: -112865.507812 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -112865.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -115445.867188 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -115445.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -117160.031250 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -117160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -117813.859375 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -117813.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118151.718750 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -118151.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -118377.304688 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -118377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118454.812500 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -118454.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -118497.375000 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -118497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118511.695312 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -118511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -118519.625000 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -118519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118524.367188 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -118524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118541.406250 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -118541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -118554.921875 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -118554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -118564.062500 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -118564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -118569.773438 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -118569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -118575.890625 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -118575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -118579.195312 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -118579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -118584.125000 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -118584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118587.093750 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -118587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -118589.750000 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -118589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118592.945312 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -118592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -118601.320312 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -118601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -118612.156250 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -118612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -118630.718750 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -118630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118666.539062 Penalty: 3612.930908
	Iteration 24Q: 3 clusters Score -118666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -118671.132812 Penalty: 3612.930908
	Iteration 25Q: 3 clusters Score -118671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118673.976562 Penalty: 3612.930908
	Iteration 26Q: 3 clusters Score -118674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118675.000000 Penalty: 3612.930908
	Iteration 27Q: 3 clusters Score -118675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118675.000000 Penalty: 3612.930908
	Iteration 28F: 3 clusters Score -118675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2949 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Entering Unmasked Estep 
Score: -134407504.000000 Penalty: 172641.937500
Splitting cluster 24 changes total score from -134366640.000000 to -134407504.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -669413.750000 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -669413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -664558.687500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -664558.7 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -665762.625000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -665762.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -666052.125000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -666052.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -666270.375000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -666270.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -666464.500000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -666464.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -666631.062500 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -666631.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -666768.187500 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -666768.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666895.437500 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -666895.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -667033.625000 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -667033.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -667167.937500 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -667167.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -667287.562500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -667287.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -667384.000000 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -667384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -667486.187500 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -667486.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -667584.125000 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -667584.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -667666.187500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -667666.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -667719.812500 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -667719.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -667764.437500 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -667764.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -667800.125000 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -667800.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -667826.187500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -667826.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -667845.062500 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -667845.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -667862.000000 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -667862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -667875.375000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -667875.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -667884.687500 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -667884.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -667892.000000 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -667892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -667896.562500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -667896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -667898.625000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -667898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -667901.812500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -667901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -667902.562500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -667902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -667905.687500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -667905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -667909.687500 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -667909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -667912.000000 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -667912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -667913.062500 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -667913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -667914.062500 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -667914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -667914.250000 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -667914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -667915.750000 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -667915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -667915.125000 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -667915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -667918.625000 Penalty: 4276.558105
	Iteration 36Q: 3 clusters Score -667918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -667918.875000 Penalty: 4276.558105
	Iteration 37Q: 3 clusters Score -667918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -667922.375000 Penalty: 4276.558105
	Iteration 38Q: 3 clusters Score -667922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -667919.750000 Penalty: 4276.558105
	Iteration 39Q: 3 clusters Score -667919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -667920.250000 Penalty: 4276.558105
	Iteration 40F: 3 clusters Score -667920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -667921.812500 Penalty: 4276.558105
	Iteration 41Q: 3 clusters Score -667921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -667921.812500 Penalty: 4276.558105
	Iteration 42F: 3 clusters Score -667921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -39409.187500 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -39409.19 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 143 members 
Entering Unmasked Estep 
Score: -38355.433594 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -38355.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38660.355469 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -38660.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -38839.500000 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -38839.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -39005.406250 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -39005.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39074.273438 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -39074.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39094.988281 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -39094.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39094.988281 Penalty: 2813.968262
	Iteration 6F: 3 clusters Score -39094.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -454766.906250 Penalty: 1981.326904
	Iteration 0F: 2 clusters Score -454766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -451736.625000 Penalty: 3962.653809
	Iteration 0F: 3 clusters Score -451736.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -454121.312500 Penalty: 3962.653809
	Iteration 1F: 3 clusters Score -454121.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -455655.593750 Penalty: 3962.653809
	Iteration 2F: 3 clusters Score -455655.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -456972.718750 Penalty: 3962.653809
	Iteration 3F: 3 clusters Score -456972.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -457395.375000 Penalty: 3962.653809
	Iteration 4F: 3 clusters Score -457395.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -457595.812500 Penalty: 3962.653809
	Iteration 5Q: 3 clusters Score -457595.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457698.031250 Penalty: 3962.653809
	Iteration 6Q: 3 clusters Score -457698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457821.562500 Penalty: 3962.653809
	Iteration 7Q: 3 clusters Score -457821.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -457878.125000 Penalty: 3962.653809
	Iteration 8Q: 3 clusters Score -457878.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -457909.218750 Penalty: 3962.653809
	Iteration 9Q: 3 clusters Score -457909.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -457996.812500 Penalty: 3962.653809
	Iteration 10Q: 3 clusters Score -457996.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458239.000000 Penalty: 3962.653809
	Iteration 11Q: 3 clusters Score -458239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -458401.812500 Penalty: 3962.653809
	Iteration 12Q: 3 clusters Score -458401.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458414.156250 Penalty: 3962.653809
	Iteration 13Q: 3 clusters Score -458414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -458422.031250 Penalty: 3962.653809
	Iteration 14Q: 3 clusters Score -458422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -458417.500000 Penalty: 3962.653809
	Iteration 15Q: 3 clusters Score -458417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -458421.625000 Penalty: 3962.653809
	Iteration 16Q: 3 clusters Score -458421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -458420.125000 Penalty: 3962.653809
	Iteration 17Q: 3 clusters Score -458420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -458413.625000 Penalty: 3962.653809
	Iteration 18Q: 3 clusters Score -458413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -458419.781250 Penalty: 3962.653809
	Iteration 19Q: 3 clusters Score -458419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -458420.750000 Penalty: 3962.653809
	Iteration 20F: 3 clusters Score -458420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Entering Unmasked Estep 
Score: -134410320.000000 Penalty: 176094.781250
Splitting cluster 27 changes total score from -134366640.000000 to -134410320.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -979242.187500 Penalty: 2235.250732
	Iteration 0F: 2 clusters Score -979242.2 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 4117 members 
Entering Unmasked Estep 
Score: -972677.875000 Penalty: 4470.501465
	Iteration 0F: 3 clusters Score -972677.9 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -974868.937500 Penalty: 4470.501465
	Iteration 1F: 3 clusters Score -974868.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -975642.750000 Penalty: 4470.501465
	Iteration 2F: 3 clusters Score -975642.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -976648.937500 Penalty: 4470.501465
	Iteration 3F: 3 clusters Score -976648.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -977810.125000 Penalty: 4470.501465
	Iteration 4F: 3 clusters Score -977810.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -978762.500000 Penalty: 4470.501465
	Iteration 5F: 3 clusters Score -978762.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -979754.500000 Penalty: 4470.501465
	Iteration 6F: 3 clusters Score -979754.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -980440.000000 Penalty: 4470.501465
	Iteration 7Q: 3 clusters Score -980440 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -980885.750000 Penalty: 4470.501465
	Iteration 8Q: 3 clusters Score -980885.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -981275.750000 Penalty: 4470.501465
	Iteration 9Q: 3 clusters Score -981275.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -981595.500000 Penalty: 4470.501465
	Iteration 10Q: 3 clusters Score -981595.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -981757.062500 Penalty: 4470.501465
	Iteration 11Q: 3 clusters Score -981757.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -981828.000000 Penalty: 4470.501465
	Iteration 12Q: 3 clusters Score -981828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -981873.625000 Penalty: 4470.501465
	Iteration 13Q: 3 clusters Score -981873.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -981903.875000 Penalty: 4470.501465
	Iteration 14Q: 3 clusters Score -981903.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -981925.562500 Penalty: 4470.501465
	Iteration 15Q: 3 clusters Score -981925.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -981942.812500 Penalty: 4470.501465
	Iteration 16Q: 3 clusters Score -981942.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -981958.625000 Penalty: 4470.501465
	Iteration 17Q: 3 clusters Score -981958.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -981971.375000 Penalty: 4470.501465
	Iteration 18Q: 3 clusters Score -981971.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -981989.937500 Penalty: 4470.501465
	Iteration 19Q: 3 clusters Score -981989.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -982009.312500 Penalty: 4470.501465
	Iteration 20F: 3 clusters Score -982009.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -982028.000000 Penalty: 4470.501465
	Iteration 21Q: 3 clusters Score -982028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -982048.000000 Penalty: 4470.501465
	Iteration 22Q: 3 clusters Score -982048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -982069.875000 Penalty: 4470.501465
	Iteration 23Q: 3 clusters Score -982069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -982094.312500 Penalty: 4470.501465
	Iteration 24Q: 3 clusters Score -982094.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -982125.437500 Penalty: 4470.501465
	Iteration 25Q: 3 clusters Score -982125.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -982172.062500 Penalty: 4470.501465
	Iteration 26Q: 3 clusters Score -982172.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -982231.062500 Penalty: 4470.501465
	Iteration 27Q: 3 clusters Score -982231.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -982343.312500 Penalty: 4470.501465
	Iteration 28Q: 3 clusters Score -982343.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -982552.250000 Penalty: 4470.501465
	Iteration 29Q: 3 clusters Score -982552.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -982865.250000 Penalty: 4470.501465
	Iteration 30Q: 3 clusters Score -982865.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -982984.125000 Penalty: 4470.501465
	Iteration 31Q: 3 clusters Score -982984.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -983016.437500 Penalty: 4470.501465
	Iteration 32Q: 3 clusters Score -983016.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -983036.562500 Penalty: 4470.501465
	Iteration 33Q: 3 clusters Score -983036.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -983061.937500 Penalty: 4470.501465
	Iteration 34Q: 3 clusters Score -983061.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -983091.625000 Penalty: 4470.501465
	Iteration 35Q: 3 clusters Score -983091.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -983121.750000 Penalty: 4470.501465
	Iteration 36Q: 3 clusters Score -983121.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -983177.062500 Penalty: 4470.501465
	Iteration 37Q: 3 clusters Score -983177.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -983232.875000 Penalty: 4470.501465
	Iteration 38Q: 3 clusters Score -983232.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -983310.125000 Penalty: 4470.501465
	Iteration 39Q: 3 clusters Score -983310.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -983442.062500 Penalty: 4470.501465
	Iteration 40F: 3 clusters Score -983442.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -983739.375000 Penalty: 4470.501465
	Iteration 41Q: 3 clusters Score -983739.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -984387.937500 Penalty: 4470.501465
	Iteration 42Q: 3 clusters Score -984387.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -984857.500000 Penalty: 4470.501465
	Iteration 43Q: 3 clusters Score -984857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -984896.250000 Penalty: 4470.501465
	Iteration 44Q: 3 clusters Score -984896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -984902.187500 Penalty: 4470.501465
	Iteration 45Q: 3 clusters Score -984902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -984904.937500 Penalty: 4470.501465
	Iteration 46Q: 3 clusters Score -984904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -984905.375000 Penalty: 4470.501465
	Iteration 47Q: 3 clusters Score -984905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -984906.625000 Penalty: 4470.501465
	Iteration 48F: 3 clusters Score -984906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -984909.062500 Penalty: 4470.501465
	Iteration 49Q: 3 clusters Score -984909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -984908.500000 Penalty: 4470.501465
	Iteration 50Q: 3 clusters Score -984908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -984908.500000 Penalty: 4470.501465
	Iteration 51F: 3 clusters Score -984908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 19166 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Entering Unmasked Estep 
Score: -134414752.000000 Penalty: 179547.625000
Splitting cluster 28 changes total score from -134366640.000000 to -134414752.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 29 (19166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Entering Unmasked Estep 
Score: -2307904.500000 Penalty: 2445.501465
	Iteration 0F: 2 clusters Score -2307904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2294435.750000 Penalty: 4891.002930
	Iteration 0F: 3 clusters Score -2294436 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2299922.750000 Penalty: 4891.002930
	Iteration 1F: 3 clusters Score -2299923 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2301641.500000 Penalty: 4891.002930
	Iteration 2F: 3 clusters Score -2301642 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2303492.000000 Penalty: 4891.002930
	Iteration 3F: 3 clusters Score -2303492 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2305176.750000 Penalty: 4891.002930
	Iteration 4F: 3 clusters Score -2305177 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2306478.500000 Penalty: 4891.002930
	Iteration 5F: 3 clusters Score -2306478 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2307331.250000 Penalty: 4891.002930
	Iteration 6F: 3 clusters Score -2307331 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2307993.500000 Penalty: 4891.002930
	Iteration 7Q: 3 clusters Score -2307994 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2308640.750000 Penalty: 4891.002930
	Iteration 8Q: 3 clusters Score -2308641 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2309409.250000 Penalty: 4891.002930
	Iteration 9Q: 3 clusters Score -2309409 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2310396.750000 Penalty: 4891.002930
	Iteration 10Q: 3 clusters Score -2310397 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2311285.000000 Penalty: 4891.002930
	Iteration 11Q: 3 clusters Score -2311285 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2311785.500000 Penalty: 4891.002930
	Iteration 12Q: 3 clusters Score -2311786 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2311978.000000 Penalty: 4891.002930
	Iteration 13Q: 3 clusters Score -2311978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2312044.000000 Penalty: 4891.002930
	Iteration 14Q: 3 clusters Score -2312044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2312099.500000 Penalty: 4891.002930
	Iteration 15Q: 3 clusters Score -2312100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2312131.500000 Penalty: 4891.002930
	Iteration 16Q: 3 clusters Score -2312132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2312154.000000 Penalty: 4891.002930
	Iteration 17Q: 3 clusters Score -2312154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2312165.250000 Penalty: 4891.002930
	Iteration 18Q: 3 clusters Score -2312165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2312173.000000 Penalty: 4891.002930
	Iteration 19Q: 3 clusters Score -2312173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2312195.500000 Penalty: 4891.002930
	Iteration 20F: 3 clusters Score -2312196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2312214.750000 Penalty: 4891.002930
	Iteration 21Q: 3 clusters Score -2312215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2312221.250000 Penalty: 4891.002930
	Iteration 22Q: 3 clusters Score -2312221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2312236.750000 Penalty: 4891.002930
	Iteration 23Q: 3 clusters Score -2312237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2312252.500000 Penalty: 4891.002930
	Iteration 24Q: 3 clusters Score -2312252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2312268.750000 Penalty: 4891.002930
	Iteration 25Q: 3 clusters Score -2312269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2312287.000000 Penalty: 4891.002930
	Iteration 26Q: 3 clusters Score -2312287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2312327.000000 Penalty: 4891.002930
	Iteration 27Q: 3 clusters Score -2312327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2312373.250000 Penalty: 4891.002930
	Iteration 28Q: 3 clusters Score -2312373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2312488.500000 Penalty: 4891.002930
	Iteration 29Q: 3 clusters Score -2312488 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2312649.750000 Penalty: 4891.002930
	Iteration 30Q: 3 clusters Score -2312650 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2312846.000000 Penalty: 4891.002930
	Iteration 31Q: 3 clusters Score -2312846 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2313015.250000 Penalty: 4891.002930
	Iteration 32Q: 3 clusters Score -2313015 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2313148.750000 Penalty: 4891.002930
	Iteration 33Q: 3 clusters Score -2313149 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2313249.000000 Penalty: 4891.002930
	Iteration 34Q: 3 clusters Score -2313249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2313298.250000 Penalty: 4891.002930
	Iteration 35Q: 3 clusters Score -2313298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2313340.500000 Penalty: 4891.002930
	Iteration 36Q: 3 clusters Score -2313340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2313370.750000 Penalty: 4891.002930
	Iteration 37Q: 3 clusters Score -2313371 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2313393.500000 Penalty: 4891.002930
	Iteration 38Q: 3 clusters Score -2313394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2313415.750000 Penalty: 4891.002930
	Iteration 39Q: 3 clusters Score -2313416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2313424.000000 Penalty: 4891.002930
	Iteration 40F: 3 clusters Score -2313424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2313443.000000 Penalty: 4891.002930
	Iteration 41Q: 3 clusters Score -2313443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2313448.750000 Penalty: 4891.002930
	Iteration 42Q: 3 clusters Score -2313449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2313448.000000 Penalty: 4891.002930
	Iteration 43Q: 3 clusters Score -2313448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2313462.500000 Penalty: 4891.002930
	Iteration 44Q: 3 clusters Score -2313462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2313460.750000 Penalty: 4891.002930
	Iteration 45Q: 3 clusters Score -2313461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2313475.000000 Penalty: 4891.002930
	Iteration 46Q: 3 clusters Score -2313475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2313486.750000 Penalty: 4891.002930
	Iteration 47Q: 3 clusters Score -2313487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2313483.000000 Penalty: 4891.002930
	Iteration 48Q: 3 clusters Score -2313483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2313493.000000 Penalty: 4891.002930
	Iteration 49Q: 3 clusters Score -2313493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2313507.000000 Penalty: 4891.002930
	Iteration 50Q: 3 clusters Score -2313507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2313508.750000 Penalty: 4891.002930
	Iteration 51Q: 3 clusters Score -2313509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2313516.000000 Penalty: 4891.002930
	Iteration 52Q: 3 clusters Score -2313516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2313513.250000 Penalty: 4891.002930
	Iteration 53Q: 3 clusters Score -2313513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2313533.250000 Penalty: 4891.002930
	Iteration 54Q: 3 clusters Score -2313533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2313544.750000 Penalty: 4891.002930
	Iteration 55Q: 3 clusters Score -2313545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2313553.000000 Penalty: 4891.002930
	Iteration 56Q: 3 clusters Score -2313553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2313569.250000 Penalty: 4891.002930
	Iteration 57Q: 3 clusters Score -2313569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2313574.000000 Penalty: 4891.002930
	Iteration 58Q: 3 clusters Score -2313574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2313578.000000 Penalty: 4891.002930
	Iteration 59Q: 3 clusters Score -2313578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2313588.750000 Penalty: 4891.002930
	Iteration 60F: 3 clusters Score -2313589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2313588.000000 Penalty: 4891.002930
	Iteration 61Q: 3 clusters Score -2313588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2313601.250000 Penalty: 4891.002930
	Iteration 62Q: 3 clusters Score -2313601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2313611.250000 Penalty: 4891.002930
	Iteration 63Q: 3 clusters Score -2313611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2313624.750000 Penalty: 4891.002930
	Iteration 64Q: 3 clusters Score -2313625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2313628.500000 Penalty: 4891.002930
	Iteration 65Q: 3 clusters Score -2313628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2313648.000000 Penalty: 4891.002930
	Iteration 66Q: 3 clusters Score -2313648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2313672.500000 Penalty: 4891.002930
	Iteration 67Q: 3 clusters Score -2313672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2313704.250000 Penalty: 4891.002930
	Iteration 68Q: 3 clusters Score -2313704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2313738.250000 Penalty: 4891.002930
	Iteration 69Q: 3 clusters Score -2313738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2313765.000000 Penalty: 4891.002930
	Iteration 70Q: 3 clusters Score -2313765 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2313801.250000 Penalty: 4891.002930
	Iteration 71Q: 3 clusters Score -2313801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2313849.000000 Penalty: 4891.002930
	Iteration 72Q: 3 clusters Score -2313849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2313876.500000 Penalty: 4891.002930
	Iteration 73Q: 3 clusters Score -2313876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2313910.250000 Penalty: 4891.002930
	Iteration 74Q: 3 clusters Score -2313910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2313937.500000 Penalty: 4891.002930
	Iteration 75Q: 3 clusters Score -2313938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2313964.250000 Penalty: 4891.002930
	Iteration 76Q: 3 clusters Score -2313964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2313993.000000 Penalty: 4891.002930
	Iteration 77Q: 3 clusters Score -2313993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2314010.250000 Penalty: 4891.002930
	Iteration 78Q: 3 clusters Score -2314010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2314014.500000 Penalty: 4891.002930
	Iteration 79Q: 3 clusters Score -2314014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2314031.750000 Penalty: 4891.002930
	Iteration 80F: 3 clusters Score -2314032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2314039.750000 Penalty: 4891.002930
	Iteration 81Q: 3 clusters Score -2314040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2314054.250000 Penalty: 4891.002930
	Iteration 82Q: 3 clusters Score -2314054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2314066.250000 Penalty: 4891.002930
	Iteration 83Q: 3 clusters Score -2314066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2314071.250000 Penalty: 4891.002930
	Iteration 84Q: 3 clusters Score -2314071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2314068.750000 Penalty: 4891.002930
	Iteration 85Q: 3 clusters Score -2314069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2314072.750000 Penalty: 4891.002930
	Iteration 86Q: 3 clusters Score -2314073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2314075.000000 Penalty: 4891.002930
	Iteration 87Q: 3 clusters Score -2314075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2314086.250000 Penalty: 4891.002930
	Iteration 88Q: 3 clusters Score -2314086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2314095.500000 Penalty: 4891.002930
	Iteration 89Q: 3 clusters Score -2314096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2314106.500000 Penalty: 4891.002930
	Iteration 90Q: 3 clusters Score -2314106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2314114.500000 Penalty: 4891.002930
	Iteration 91Q: 3 clusters Score -2314114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2314119.500000 Penalty: 4891.002930
	Iteration 92Q: 3 clusters Score -2314120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2314131.250000 Penalty: 4891.002930
	Iteration 93Q: 3 clusters Score -2314131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2314151.000000 Penalty: 4891.002930
	Iteration 94Q: 3 clusters Score -2314151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2314149.500000 Penalty: 4891.002930
	Iteration 95Q: 3 clusters Score -2314150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2314166.750000 Penalty: 4891.002930
	Iteration 96Q: 3 clusters Score -2314167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2314177.250000 Penalty: 4891.002930
	Iteration 97Q: 3 clusters Score -2314177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2314207.000000 Penalty: 4891.002930
	Iteration 98Q: 3 clusters Score -2314207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2314230.000000 Penalty: 4891.002930
	Iteration 99Q: 3 clusters Score -2314230 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2314259.250000 Penalty: 4891.002930
	Iteration 100F: 3 clusters Score -2314259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2314297.750000 Penalty: 4891.002930
	Iteration 101Q: 3 clusters Score -2314298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2314339.250000 Penalty: 4891.002930
	Iteration 102Q: 3 clusters Score -2314339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2314412.750000 Penalty: 4891.002930
	Iteration 103Q: 3 clusters Score -2314413 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2314513.500000 Penalty: 4891.002930
	Iteration 104Q: 3 clusters Score -2314514 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2314671.500000 Penalty: 4891.002930
	Iteration 105Q: 3 clusters Score -2314672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2314889.250000 Penalty: 4891.002930
	Iteration 106Q: 3 clusters Score -2314889 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2315105.000000 Penalty: 4891.002930
	Iteration 107Q: 3 clusters Score -2315105 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2315290.500000 Penalty: 4891.002930
	Iteration 108Q: 3 clusters Score -2315290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2315400.750000 Penalty: 4891.002930
	Iteration 109Q: 3 clusters Score -2315401 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2315459.000000 Penalty: 4891.002930
	Iteration 110Q: 3 clusters Score -2315459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2315484.500000 Penalty: 4891.002930
	Iteration 111Q: 3 clusters Score -2315484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2315494.750000 Penalty: 4891.002930
	Iteration 112Q: 3 clusters Score -2315495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2315500.750000 Penalty: 4891.002930
	Iteration 113Q: 3 clusters Score -2315501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2315494.000000 Penalty: 4891.002930
	Iteration 114Q: 3 clusters Score -2315494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2315492.250000 Penalty: 4891.002930
	Iteration 115Q: 3 clusters Score -2315492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2315493.750000 Penalty: 4891.002930
	Iteration 116Q: 3 clusters Score -2315494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2315493.750000 Penalty: 4891.002930
	Iteration 117F: 3 clusters Score -2315494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 35673 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Entering Unmasked Estep 
Score: -134420880.000000 Penalty: 183000.453125
Splitting cluster 29 changes total score from -134366640.000000 to -134420880.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 30 (13312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Entering Unmasked Estep 
Score: -1631268.875000 Penalty: 2355.112305
	Iteration 0F: 2 clusters Score -1631269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1621513.750000 Penalty: 4710.224609
	Iteration 0F: 3 clusters Score -1621514 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1624681.375000 Penalty: 4710.224609
	Iteration 1F: 3 clusters Score -1624681 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1625247.625000 Penalty: 4710.224609
	Iteration 2F: 3 clusters Score -1625248 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1625880.875000 Penalty: 4710.224609
	Iteration 3F: 3 clusters Score -1625881 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1626628.000000 Penalty: 4710.224609
	Iteration 4F: 3 clusters Score -1626628 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1627440.875000 Penalty: 4710.224609
	Iteration 5F: 3 clusters Score -1627441 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1628186.250000 Penalty: 4710.224609
	Iteration 6F: 3 clusters Score -1628186 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1628763.250000 Penalty: 4710.224609
	Iteration 7F: 3 clusters Score -1628763 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1629121.875000 Penalty: 4710.224609
	Iteration 8Q: 3 clusters Score -1629122 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1629391.000000 Penalty: 4710.224609
	Iteration 9Q: 3 clusters Score -1629391 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1629594.750000 Penalty: 4710.224609
	Iteration 10Q: 3 clusters Score -1629595 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1629737.875000 Penalty: 4710.224609
	Iteration 11Q: 3 clusters Score -1629738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1629819.750000 Penalty: 4710.224609
	Iteration 12Q: 3 clusters Score -1629820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1629898.000000 Penalty: 4710.224609
	Iteration 13Q: 3 clusters Score -1629898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1629976.375000 Penalty: 4710.224609
	Iteration 14Q: 3 clusters Score -1629976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1630035.250000 Penalty: 4710.224609
	Iteration 15Q: 3 clusters Score -1630035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1630082.875000 Penalty: 4710.224609
	Iteration 16Q: 3 clusters Score -1630083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1630127.125000 Penalty: 4710.224609
	Iteration 17Q: 3 clusters Score -1630127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1630165.500000 Penalty: 4710.224609
	Iteration 18Q: 3 clusters Score -1630166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1630192.250000 Penalty: 4710.224609
	Iteration 19Q: 3 clusters Score -1630192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1630226.250000 Penalty: 4710.224609
	Iteration 20F: 3 clusters Score -1630226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1630231.875000 Penalty: 4710.224609
	Iteration 21Q: 3 clusters Score -1630232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1630245.125000 Penalty: 4710.224609
	Iteration 22Q: 3 clusters Score -1630245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1630268.750000 Penalty: 4710.224609
	Iteration 23Q: 3 clusters Score -1630269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1630291.875000 Penalty: 4710.224609
	Iteration 24Q: 3 clusters Score -1630292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1630333.500000 Penalty: 4710.224609
	Iteration 25Q: 3 clusters Score -1630334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1630367.375000 Penalty: 4710.224609
	Iteration 26Q: 3 clusters Score -1630367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1630384.000000 Penalty: 4710.224609
	Iteration 27Q: 3 clusters Score -1630384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1630394.000000 Penalty: 4710.224609
	Iteration 28Q: 3 clusters Score -1630394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1630402.750000 Penalty: 4710.224609
	Iteration 29Q: 3 clusters Score -1630403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1630408.375000 Penalty: 4710.224609
	Iteration 30Q: 3 clusters Score -1630408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1630414.750000 Penalty: 4710.224609
	Iteration 31Q: 3 clusters Score -1630415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1630417.250000 Penalty: 4710.224609
	Iteration 32Q: 3 clusters Score -1630417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1630420.750000 Penalty: 4710.224609
	Iteration 33Q: 3 clusters Score -1630421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1630424.875000 Penalty: 4710.224609
	Iteration 34Q: 3 clusters Score -1630425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1630428.875000 Penalty: 4710.224609
	Iteration 35Q: 3 clusters Score -1630429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1630428.750000 Penalty: 4710.224609
	Iteration 36Q: 3 clusters Score -1630429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1630432.375000 Penalty: 4710.224609
	Iteration 37Q: 3 clusters Score -1630432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1630429.875000 Penalty: 4710.224609
	Iteration 38Q: 3 clusters Score -1630430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1630429.875000 Penalty: 4710.224609
	Iteration 39F: 3 clusters Score -1630430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Entering Unmasked Estep 
Score: -4407310.000000 Penalty: 2599.572998
	Iteration 0F: 2 clusters Score -4407310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4383193.000000 Penalty: 5199.145996
	Iteration 0F: 3 clusters Score -4383193 nChanged 16094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4392078.000000 Penalty: 5199.145996
	Iteration 1F: 3 clusters Score -4392078 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4392862.000000 Penalty: 5199.145996
	Iteration 2F: 3 clusters Score -4392862 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4393694.000000 Penalty: 5199.145996
	Iteration 3F: 3 clusters Score -4393694 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4394850.000000 Penalty: 5199.145996
	Iteration 4F: 3 clusters Score -4394850 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4396458.000000 Penalty: 5199.145996
	Iteration 5F: 3 clusters Score -4396458 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4398835.500000 Penalty: 5199.145996
	Iteration 6F: 3 clusters Score -4398836 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4401870.000000 Penalty: 5199.145996
	Iteration 7F: 3 clusters Score -4401870 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4404665.000000 Penalty: 5199.145996
	Iteration 8F: 3 clusters Score -4404665 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4406356.500000 Penalty: 5199.145996
	Iteration 9F: 3 clusters Score -4406356 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4407256.500000 Penalty: 5199.145996
	Iteration 10Q: 3 clusters Score -4407256 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4407686.000000 Penalty: 5199.145996
	Iteration 11Q: 3 clusters Score -4407686 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4407926.000000 Penalty: 5199.145996
	Iteration 12Q: 3 clusters Score -4407926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4408075.000000 Penalty: 5199.145996
	Iteration 13Q: 3 clusters Score -4408075 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4408166.500000 Penalty: 5199.145996
	Iteration 14Q: 3 clusters Score -4408166 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4408224.000000 Penalty: 5199.145996
	Iteration 15Q: 3 clusters Score -4408224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4408272.000000 Penalty: 5199.145996
	Iteration 16Q: 3 clusters Score -4408272 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4408295.000000 Penalty: 5199.145996
	Iteration 17Q: 3 clusters Score -4408295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -4408344.500000 Penalty: 5199.145996
	Iteration 18Q: 3 clusters Score -4408344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4408373.000000 Penalty: 5199.145996
	Iteration 19Q: 3 clusters Score -4408373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4408396.500000 Penalty: 5199.145996
	Iteration 20F: 3 clusters Score -4408396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4408423.500000 Penalty: 5199.145996
	Iteration 21Q: 3 clusters Score -4408424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4408462.500000 Penalty: 5199.145996
	Iteration 22Q: 3 clusters Score -4408462 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4408527.500000 Penalty: 5199.145996
	Iteration 23Q: 3 clusters Score -4408528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4408564.500000 Penalty: 5199.145996
	Iteration 24Q: 3 clusters Score -4408564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4408604.000000 Penalty: 5199.145996
	Iteration 25Q: 3 clusters Score -4408604 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4408653.000000 Penalty: 5199.145996
	Iteration 26Q: 3 clusters Score -4408653 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4408709.000000 Penalty: 5199.145996
	Iteration 27Q: 3 clusters Score -4408709 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4408759.000000 Penalty: 5199.145996
	Iteration 28Q: 3 clusters Score -4408759 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4408832.000000 Penalty: 5199.145996
	Iteration 29Q: 3 clusters Score -4408832 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4408856.500000 Penalty: 5199.145996
	Iteration 30Q: 3 clusters Score -4408856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4408899.000000 Penalty: 5199.145996
	Iteration 31Q: 3 clusters Score -4408899 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4408945.000000 Penalty: 5199.145996
	Iteration 32Q: 3 clusters Score -4408945 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4408976.000000 Penalty: 5199.145996
	Iteration 33Q: 3 clusters Score -4408976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4408992.000000 Penalty: 5199.145996
	Iteration 34Q: 3 clusters Score -4408992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4409029.000000 Penalty: 5199.145996
	Iteration 35Q: 3 clusters Score -4409029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4409072.000000 Penalty: 5199.145996
	Iteration 36Q: 3 clusters Score -4409072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4409088.500000 Penalty: 5199.145996
	Iteration 37Q: 3 clusters Score -4409088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4409108.000000 Penalty: 5199.145996
	Iteration 38Q: 3 clusters Score -4409108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4409121.000000 Penalty: 5199.145996
	Iteration 39Q: 3 clusters Score -4409121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4409116.500000 Penalty: 5199.145996
	Iteration 40F: 3 clusters Score -4409116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4409124.000000 Penalty: 5199.145996
	Iteration 41Q: 3 clusters Score -4409124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4409130.000000 Penalty: 5199.145996
	Iteration 42Q: 3 clusters Score -4409130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -4409135.500000 Penalty: 5199.145996
	Iteration 43Q: 3 clusters Score -4409136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4409144.000000 Penalty: 5199.145996
	Iteration 44Q: 3 clusters Score -4409144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4409154.500000 Penalty: 5199.145996
	Iteration 45Q: 3 clusters Score -4409154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4409154.500000 Penalty: 5199.145996
	Iteration 46Q: 3 clusters Score -4409154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4409155.000000 Penalty: 5199.145996
	Iteration 47Q: 3 clusters Score -4409155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4409166.000000 Penalty: 5199.145996
	Iteration 48Q: 3 clusters Score -4409166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4409168.500000 Penalty: 5199.145996
	Iteration 49Q: 3 clusters Score -4409168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4409186.500000 Penalty: 5199.145996
	Iteration 50Q: 3 clusters Score -4409186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4409189.500000 Penalty: 5199.145996
	Iteration 51Q: 3 clusters Score -4409190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -4409192.000000 Penalty: 5199.145996
	Iteration 52Q: 3 clusters Score -4409192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4409194.500000 Penalty: 5199.145996
	Iteration 53Q: 3 clusters Score -4409194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4409192.000000 Penalty: 5199.145996
	Iteration 54Q: 3 clusters Score -4409192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4409199.000000 Penalty: 5199.145996
	Iteration 55Q: 3 clusters Score -4409199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4409198.000000 Penalty: 5199.145996
	Iteration 56Q: 3 clusters Score -4409198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4409200.000000 Penalty: 5199.145996
	Iteration 57Q: 3 clusters Score -4409200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4409198.500000 Penalty: 5199.145996
	Iteration 58Q: 3 clusters Score -4409198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4409201.000000 Penalty: 5199.145996
	Iteration 59Q: 3 clusters Score -4409201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4409203.000000 Penalty: 5199.145996
	Iteration 60F: 3 clusters Score -4409203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4409200.000000 Penalty: 5199.145996
	Iteration 61Q: 3 clusters Score -4409200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4409198.000000 Penalty: 5199.145996
	Iteration 62Q: 3 clusters Score -4409198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4409195.000000 Penalty: 5199.145996
	Iteration 63Q: 3 clusters Score -4409195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4409195.000000 Penalty: 5199.145996
	Iteration 64F: 3 clusters Score -4409195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 10108 members 
Entering Unmasked Estep 
Score: -134422544.000000 Penalty: 186453.296875
Splitting cluster 31 changes total score from -134366640.000000 to -134422544.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -534228.250000 Penalty: 2105.118896
	Iteration 0F: 2 clusters Score -534228.2 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 2382 members 
Entering Unmasked Estep 
Score: -529857.625000 Penalty: 4210.237793
	Iteration 0F: 3 clusters Score -529857.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -531157.000000 Penalty: 4210.237793
	Iteration 1F: 3 clusters Score -531157 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -532111.937500 Penalty: 4210.237793
	Iteration 2F: 3 clusters Score -532111.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -533149.437500 Penalty: 4210.237793
	Iteration 3F: 3 clusters Score -533149.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -533849.937500 Penalty: 4210.237793
	Iteration 4F: 3 clusters Score -533849.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -534139.500000 Penalty: 4210.237793
	Iteration 5F: 3 clusters Score -534139.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -534259.375000 Penalty: 4210.237793
	Iteration 6Q: 3 clusters Score -534259.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -534327.812500 Penalty: 4210.237793
	Iteration 7Q: 3 clusters Score -534327.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -534345.312500 Penalty: 4210.237793
	Iteration 8Q: 3 clusters Score -534345.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -534351.562500 Penalty: 4210.237793
	Iteration 9Q: 3 clusters Score -534351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -534353.687500 Penalty: 4210.237793
	Iteration 10Q: 3 clusters Score -534353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -534356.812500 Penalty: 4210.237793
	Iteration 11Q: 3 clusters Score -534356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -534357.875000 Penalty: 4210.237793
	Iteration 12Q: 3 clusters Score -534357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -534359.687500 Penalty: 4210.237793
	Iteration 13Q: 3 clusters Score -534359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -534360.812500 Penalty: 4210.237793
	Iteration 14Q: 3 clusters Score -534360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -534361.750000 Penalty: 4210.237793
	Iteration 15Q: 3 clusters Score -534361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -534361.875000 Penalty: 4210.237793
	Iteration 16Q: 3 clusters Score -534361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -534361.875000 Penalty: 4210.237793
	Iteration 17F: 3 clusters Score -534361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 2195 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 10108 members 
Mstep: Class 55 contains 2663 members 
Entering Unmasked Estep 
Score: -134420720.000000 Penalty: 189906.140625
Splitting cluster 32 changes total score from -134366640.000000 to -134420720.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1704052.625000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1704053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1693971.875000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1693972 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1697188.625000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1697189 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1697703.500000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1697704 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1698157.000000 Penalty: 4729.589355
	Iteration 3F: 3 clusters Score -1698157 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1698630.375000 Penalty: 4729.589355
	Iteration 4F: 3 clusters Score -1698630 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1699131.875000 Penalty: 4729.589355
	Iteration 5F: 3 clusters Score -1699132 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1699655.375000 Penalty: 4729.589355
	Iteration 6F: 3 clusters Score -1699655 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1700136.500000 Penalty: 4729.589355
	Iteration 7Q: 3 clusters Score -1700136 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1700619.500000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1700620 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1701060.375000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1701060 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1701412.125000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1701412 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1701701.125000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1701701 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1701936.625000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1701937 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1702128.500000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1702128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1702275.750000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1702276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1702421.500000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1702422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1702525.625000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1702526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1702617.000000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1702617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1702727.250000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1702727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1702844.125000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1702844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1702969.625000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1702970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1703077.375000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1703077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1703147.375000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1703147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1703194.875000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1703195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1703215.625000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1703216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1703236.500000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1703236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1703251.875000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1703252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1703262.000000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1703262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1703268.375000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1703268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1703269.625000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1703270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1703268.625000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1703269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1703271.125000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1703271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1703273.125000 Penalty: 4729.589355
	Iteration 32F: 3 clusters Score -1703273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1703277.625000 Penalty: 4729.589355
	Iteration 33Q: 3 clusters Score -1703278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1703276.625000 Penalty: 4729.589355
	Iteration 34Q: 3 clusters Score -1703277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1703278.750000 Penalty: 4729.589355
	Iteration 35Q: 3 clusters Score -1703279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1703280.250000 Penalty: 4729.589355
	Iteration 36Q: 3 clusters Score -1703280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1703281.000000 Penalty: 4729.589355
	Iteration 37Q: 3 clusters Score -1703281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1703282.375000 Penalty: 4729.589355
	Iteration 38Q: 3 clusters Score -1703282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1703282.375000 Penalty: 4729.589355
	Iteration 39F: 3 clusters Score -1703282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Entering Unmasked Estep 
Score: -5203587.500000 Penalty: 2636.688721
	Iteration 0F: 2 clusters Score -5203588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5175637.500000 Penalty: 5273.377441
	Iteration 0F: 3 clusters Score -5175638 nChanged 18956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -5185984.000000 Penalty: 5273.377441
	Iteration 1F: 3 clusters Score -5185984 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5186476.000000 Penalty: 5273.377441
	Iteration 2Q: 3 clusters Score -5186476 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5186911.000000 Penalty: 5273.377441
	Iteration 3Q: 3 clusters Score -5186911 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5187323.500000 Penalty: 5273.377441
	Iteration 4Q: 3 clusters Score -5187324 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5187711.500000 Penalty: 5273.377441
	Iteration 5Q: 3 clusters Score -5187712 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5188159.500000 Penalty: 5273.377441
	Iteration 6Q: 3 clusters Score -5188160 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5188566.000000 Penalty: 5273.377441
	Iteration 7Q: 3 clusters Score -5188566 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5189075.500000 Penalty: 5273.377441
	Iteration 8Q: 3 clusters Score -5189076 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5189643.000000 Penalty: 5273.377441
	Iteration 9Q: 3 clusters Score -5189643 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5190369.000000 Penalty: 5273.377441
	Iteration 10Q: 3 clusters Score -5190369 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5191270.000000 Penalty: 5273.377441
	Iteration 11Q: 3 clusters Score -5191270 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5192395.000000 Penalty: 5273.377441
	Iteration 12Q: 3 clusters Score -5192395 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5193870.000000 Penalty: 5273.377441
	Iteration 13F: 3 clusters Score -5193870 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5195460.000000 Penalty: 5273.377441
	Iteration 14F: 3 clusters Score -5195460 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5196907.000000 Penalty: 5273.377441
	Iteration 15Q: 3 clusters Score -5196907 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5198067.000000 Penalty: 5273.377441
	Iteration 16Q: 3 clusters Score -5198067 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -5198989.500000 Penalty: 5273.377441
	Iteration 17Q: 3 clusters Score -5198990 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5199692.500000 Penalty: 5273.377441
	Iteration 18Q: 3 clusters Score -5199692 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5200258.500000 Penalty: 5273.377441
	Iteration 19Q: 3 clusters Score -5200258 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5200636.500000 Penalty: 5273.377441
	Iteration 20F: 3 clusters Score -5200636 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5200904.500000 Penalty: 5273.377441
	Iteration 21Q: 3 clusters Score -5200904 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5201063.500000 Penalty: 5273.377441
	Iteration 22Q: 3 clusters Score -5201064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5201161.500000 Penalty: 5273.377441
	Iteration 23Q: 3 clusters Score -5201162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5201237.500000 Penalty: 5273.377441
	Iteration 24Q: 3 clusters Score -5201238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5201310.500000 Penalty: 5273.377441
	Iteration 25Q: 3 clusters Score -5201310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5201364.500000 Penalty: 5273.377441
	Iteration 26Q: 3 clusters Score -5201364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5201407.500000 Penalty: 5273.377441
	Iteration 27Q: 3 clusters Score -5201408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5201421.500000 Penalty: 5273.377441
	Iteration 28Q: 3 clusters Score -5201422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5201435.000000 Penalty: 5273.377441
	Iteration 29Q: 3 clusters Score -5201435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5201447.500000 Penalty: 5273.377441
	Iteration 30Q: 3 clusters Score -5201448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5201458.000000 Penalty: 5273.377441
	Iteration 31Q: 3 clusters Score -5201458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5201469.500000 Penalty: 5273.377441
	Iteration 32Q: 3 clusters Score -5201470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5201475.000000 Penalty: 5273.377441
	Iteration 33Q: 3 clusters Score -5201475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5201474.500000 Penalty: 5273.377441
	Iteration 34Q: 3 clusters Score -5201474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5201491.000000 Penalty: 5273.377441
	Iteration 35Q: 3 clusters Score -5201491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5201497.000000 Penalty: 5273.377441
	Iteration 36Q: 3 clusters Score -5201497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5201507.500000 Penalty: 5273.377441
	Iteration 37Q: 3 clusters Score -5201508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5201507.500000 Penalty: 5273.377441
	Iteration 38Q: 3 clusters Score -5201508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5201507.500000 Penalty: 5273.377441
	Iteration 39Q: 3 clusters Score -5201508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5201506.000000 Penalty: 5273.377441
	Iteration 40F: 3 clusters Score -5201506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5201504.500000 Penalty: 5273.377441
	Iteration 41Q: 3 clusters Score -5201504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5201504.500000 Penalty: 5273.377441
	Iteration 42F: 3 clusters Score -5201504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -420008.312500 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -420008.3 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 1814 members 
Entering Unmasked Estep 
Score: -416425.937500 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -416425.9 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -417444.406250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -417444.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -417876.718750 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -417876.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -418234.656250 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -418234.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -418537.000000 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -418537 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -418841.625000 Penalty: 4063.652344
	Iteration 5F: 3 clusters Score -418841.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419119.656250 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -419119.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -419459.843750 Penalty: 4063.652344
	Iteration 7F: 3 clusters Score -419459.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -419749.906250 Penalty: 4063.652344
	Iteration 8F: 3 clusters Score -419749.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420010.000000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -420010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420257.218750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -420257.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420433.843750 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -420433.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -420616.562500 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -420616.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420712.656250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -420712.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -420760.937500 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -420760.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -420796.937500 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -420796.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420820.843750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -420820.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420838.781250 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -420838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420848.406250 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -420848.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420858.625000 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -420858.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -420880.593750 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -420880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -420908.531250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -420908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420928.125000 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -420928.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420936.187500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -420936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -420938.875000 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -420938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -420943.281250 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -420943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -420944.218750 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -420944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -420948.406250 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -420948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -420950.843750 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -420950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420955.937500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -420955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -420958.968750 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -420959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -420961.156250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -420961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -420962.531250 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -420962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -420963.906250 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -420963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -420965.312500 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -420965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -420965.312500 Penalty: 4063.652344
	Iteration 35F: 3 clusters Score -420965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 2195 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 8096 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 10108 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 1580 members 
Entering Unmasked Estep 
Score: -134420224.000000 Penalty: 193358.968750
Splitting cluster 35 changes total score from -134366640.000000 to -134420224.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 36 (26753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Entering Unmasked Estep 
Score: -3300104.250000 Penalty: 2528.211670
	Iteration 0F: 2 clusters Score -3300104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3281590.250000 Penalty: 5056.423340
	Iteration 0F: 3 clusters Score -3281590 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3288182.500000 Penalty: 5056.423340
	Iteration 1F: 3 clusters Score -3288182 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3288814.250000 Penalty: 5056.423340
	Iteration 2F: 3 clusters Score -3288814 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3289441.500000 Penalty: 5056.423340
	Iteration 3F: 3 clusters Score -3289442 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3290242.250000 Penalty: 5056.423340
	Iteration 4F: 3 clusters Score -3290242 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3291343.000000 Penalty: 5056.423340
	Iteration 5F: 3 clusters Score -3291343 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3292518.500000 Penalty: 5056.423340
	Iteration 6F: 3 clusters Score -3292518 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3293584.250000 Penalty: 5056.423340
	Iteration 7F: 3 clusters Score -3293584 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3294391.500000 Penalty: 5056.423340
	Iteration 8F: 3 clusters Score -3294392 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3294944.250000 Penalty: 5056.423340
	Iteration 9Q: 3 clusters Score -3294944 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3295398.750000 Penalty: 5056.423340
	Iteration 10Q: 3 clusters Score -3295399 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3295749.500000 Penalty: 5056.423340
	Iteration 11Q: 3 clusters Score -3295750 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3296050.000000 Penalty: 5056.423340
	Iteration 12Q: 3 clusters Score -3296050 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3296373.500000 Penalty: 5056.423340
	Iteration 13Q: 3 clusters Score -3296374 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3296672.750000 Penalty: 5056.423340
	Iteration 14Q: 3 clusters Score -3296673 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3296984.250000 Penalty: 5056.423340
	Iteration 15Q: 3 clusters Score -3296984 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3297303.250000 Penalty: 5056.423340
	Iteration 16Q: 3 clusters Score -3297303 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3297518.750000 Penalty: 5056.423340
	Iteration 17Q: 3 clusters Score -3297519 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3297703.500000 Penalty: 5056.423340
	Iteration 18Q: 3 clusters Score -3297704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3297858.250000 Penalty: 5056.423340
	Iteration 19Q: 3 clusters Score -3297858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3297984.500000 Penalty: 5056.423340
	Iteration 20F: 3 clusters Score -3297984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3298087.250000 Penalty: 5056.423340
	Iteration 21Q: 3 clusters Score -3298087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3298181.250000 Penalty: 5056.423340
	Iteration 22Q: 3 clusters Score -3298181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3298247.250000 Penalty: 5056.423340
	Iteration 23Q: 3 clusters Score -3298247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3298324.250000 Penalty: 5056.423340
	Iteration 24Q: 3 clusters Score -3298324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3298363.250000 Penalty: 5056.423340
	Iteration 25Q: 3 clusters Score -3298363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3298420.000000 Penalty: 5056.423340
	Iteration 26Q: 3 clusters Score -3298420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3298463.000000 Penalty: 5056.423340
	Iteration 27Q: 3 clusters Score -3298463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3298499.750000 Penalty: 5056.423340
	Iteration 28Q: 3 clusters Score -3298500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3298532.500000 Penalty: 5056.423340
	Iteration 29Q: 3 clusters Score -3298532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3298547.250000 Penalty: 5056.423340
	Iteration 30Q: 3 clusters Score -3298547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3298563.750000 Penalty: 5056.423340
	Iteration 31Q: 3 clusters Score -3298564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3298587.500000 Penalty: 5056.423340
	Iteration 32Q: 3 clusters Score -3298588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3298595.000000 Penalty: 5056.423340
	Iteration 33Q: 3 clusters Score -3298595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3298597.750000 Penalty: 5056.423340
	Iteration 34Q: 3 clusters Score -3298598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3298605.750000 Penalty: 5056.423340
	Iteration 35Q: 3 clusters Score -3298606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3298608.500000 Penalty: 5056.423340
	Iteration 36Q: 3 clusters Score -3298608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3298615.500000 Penalty: 5056.423340
	Iteration 37Q: 3 clusters Score -3298616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3298621.000000 Penalty: 5056.423340
	Iteration 38Q: 3 clusters Score -3298621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3298620.500000 Penalty: 5056.423340
	Iteration 39Q: 3 clusters Score -3298620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3298621.000000 Penalty: 5056.423340
	Iteration 40F: 3 clusters Score -3298621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3298622.500000 Penalty: 5056.423340
	Iteration 41Q: 3 clusters Score -3298622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3298623.250000 Penalty: 5056.423340
	Iteration 42Q: 3 clusters Score -3298623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3298619.750000 Penalty: 5056.423340
	Iteration 43Q: 3 clusters Score -3298620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3298619.500000 Penalty: 5056.423340
	Iteration 44Q: 3 clusters Score -3298620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3298620.500000 Penalty: 5056.423340
	Iteration 45Q: 3 clusters Score -3298620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3298623.500000 Penalty: 5056.423340
	Iteration 46Q: 3 clusters Score -3298624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3298629.000000 Penalty: 5056.423340
	Iteration 47Q: 3 clusters Score -3298629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3298627.000000 Penalty: 5056.423340
	Iteration 48Q: 3 clusters Score -3298627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3298632.750000 Penalty: 5056.423340
	Iteration 49Q: 3 clusters Score -3298633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3298635.000000 Penalty: 5056.423340
	Iteration 50Q: 3 clusters Score -3298635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3298637.250000 Penalty: 5056.423340
	Iteration 51Q: 3 clusters Score -3298637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3298635.750000 Penalty: 5056.423340
	Iteration 52Q: 3 clusters Score -3298636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3298636.500000 Penalty: 5056.423340
	Iteration 53Q: 3 clusters Score -3298636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3298636.500000 Penalty: 5056.423340
	Iteration 54F: 3 clusters Score -3298636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Entering Unmasked Estep 
Score: -1490993.375000 Penalty: 2358.902344
	Iteration 0F: 2 clusters Score -1490993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1481131.125000 Penalty: 4717.804688
	Iteration 0F: 3 clusters Score -1481131 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1484588.000000 Penalty: 4717.804688
	Iteration 1F: 3 clusters Score -1484588 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1485496.500000 Penalty: 4717.804688
	Iteration 2F: 3 clusters Score -1485496 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1486480.625000 Penalty: 4717.804688
	Iteration 3F: 3 clusters Score -1486481 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1487471.750000 Penalty: 4717.804688
	Iteration 4F: 3 clusters Score -1487472 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1488270.875000 Penalty: 4717.804688
	Iteration 5F: 3 clusters Score -1488271 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1488833.625000 Penalty: 4717.804688
	Iteration 6F: 3 clusters Score -1488834 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1489140.375000 Penalty: 4717.804688
	Iteration 7Q: 3 clusters Score -1489140 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1489325.625000 Penalty: 4717.804688
	Iteration 8Q: 3 clusters Score -1489326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1489476.000000 Penalty: 4717.804688
	Iteration 9Q: 3 clusters Score -1489476 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1489601.500000 Penalty: 4717.804688
	Iteration 10Q: 3 clusters Score -1489602 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1489698.500000 Penalty: 4717.804688
	Iteration 11Q: 3 clusters Score -1489698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1489775.500000 Penalty: 4717.804688
	Iteration 12Q: 3 clusters Score -1489776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1489830.375000 Penalty: 4717.804688
	Iteration 13Q: 3 clusters Score -1489830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1489889.000000 Penalty: 4717.804688
	Iteration 14Q: 3 clusters Score -1489889 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1489948.875000 Penalty: 4717.804688
	Iteration 15Q: 3 clusters Score -1489949 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1490015.375000 Penalty: 4717.804688
	Iteration 16Q: 3 clusters Score -1490015 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1490081.875000 Penalty: 4717.804688
	Iteration 17Q: 3 clusters Score -1490082 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1490160.500000 Penalty: 4717.804688
	Iteration 18Q: 3 clusters Score -1490160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1490245.625000 Penalty: 4717.804688
	Iteration 19Q: 3 clusters Score -1490246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1490321.000000 Penalty: 4717.804688
	Iteration 20F: 3 clusters Score -1490321 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1490380.625000 Penalty: 4717.804688
	Iteration 21Q: 3 clusters Score -1490381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1490433.375000 Penalty: 4717.804688
	Iteration 22Q: 3 clusters Score -1490433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1490495.125000 Penalty: 4717.804688
	Iteration 23Q: 3 clusters Score -1490495 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1490550.500000 Penalty: 4717.804688
	Iteration 24Q: 3 clusters Score -1490550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1490587.500000 Penalty: 4717.804688
	Iteration 25Q: 3 clusters Score -1490588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1490620.125000 Penalty: 4717.804688
	Iteration 26Q: 3 clusters Score -1490620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1490639.125000 Penalty: 4717.804688
	Iteration 27Q: 3 clusters Score -1490639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1490667.625000 Penalty: 4717.804688
	Iteration 28Q: 3 clusters Score -1490668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1490687.125000 Penalty: 4717.804688
	Iteration 29Q: 3 clusters Score -1490687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1490695.625000 Penalty: 4717.804688
	Iteration 30Q: 3 clusters Score -1490696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1490707.875000 Penalty: 4717.804688
	Iteration 31Q: 3 clusters Score -1490708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1490714.750000 Penalty: 4717.804688
	Iteration 32Q: 3 clusters Score -1490715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1490729.500000 Penalty: 4717.804688
	Iteration 33Q: 3 clusters Score -1490730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1490736.750000 Penalty: 4717.804688
	Iteration 34Q: 3 clusters Score -1490737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1490742.000000 Penalty: 4717.804688
	Iteration 35Q: 3 clusters Score -1490742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1490747.000000 Penalty: 4717.804688
	Iteration 36Q: 3 clusters Score -1490747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1490753.500000 Penalty: 4717.804688
	Iteration 37Q: 3 clusters Score -1490754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1490754.375000 Penalty: 4717.804688
	Iteration 38Q: 3 clusters Score -1490754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1490759.000000 Penalty: 4717.804688
	Iteration 39Q: 3 clusters Score -1490759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1490761.500000 Penalty: 4717.804688
	Iteration 40F: 3 clusters Score -1490762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -977295.187500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -977295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -970824.312500 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -970824.3 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -973090.312500 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -973090.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -974213.437500 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -974213.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -975531.375000 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -975531.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -976629.625000 Penalty: 4463.566406
	Iteration 4F: 3 clusters Score -976629.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -977293.250000 Penalty: 4463.566406
	Iteration 5F: 3 clusters Score -977293.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -977669.062500 Penalty: 4463.566406
	Iteration 6Q: 3 clusters Score -977669.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -977946.437500 Penalty: 4463.566406
	Iteration 7Q: 3 clusters Score -977946.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -978206.125000 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -978206.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -978411.375000 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -978411.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -978564.562500 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -978564.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -978655.875000 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -978655.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -978714.562500 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -978714.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -978763.750000 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -978763.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -978825.687500 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -978825.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -978907.500000 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -978907.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -979030.500000 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -979030.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -979138.125000 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -979138.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -979182.000000 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -979182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -979195.937500 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -979195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -979197.875000 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -979197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -979202.500000 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -979202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -979205.437500 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -979205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -979204.875000 Penalty: 4463.566406
	Iteration 23Q: 3 clusters Score -979204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -979204.250000 Penalty: 4463.566406
	Iteration 24Q: 3 clusters Score -979204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -979204.250000 Penalty: 4463.566406
	Iteration 25F: 3 clusters Score -979204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 2195 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 11149 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 10108 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 1580 members 
Mstep: Class 57 contains 6236 members 
Entering Unmasked Estep 
Score: -134420688.000000 Penalty: 196811.812500
Splitting cluster 38 changes total score from -134366640.000000 to -134420688.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 39 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1332927.000000 Penalty: 2311.138184
	Iteration 0F: 2 clusters Score -1332927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1324438.875000 Penalty: 4622.276367
	Iteration 0F: 3 clusters Score -1324439 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1327478.750000 Penalty: 4622.276367
	Iteration 1F: 3 clusters Score -1327479 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1328824.750000 Penalty: 4622.276367
	Iteration 2F: 3 clusters Score -1328825 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1330877.625000 Penalty: 4622.276367
	Iteration 3F: 3 clusters Score -1330878 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1333041.250000 Penalty: 4622.276367
	Iteration 4F: 3 clusters Score -1333041 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1334080.750000 Penalty: 4622.276367
	Iteration 5F: 3 clusters Score -1334081 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1334627.750000 Penalty: 4622.276367
	Iteration 6Q: 3 clusters Score -1334628 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1335223.375000 Penalty: 4622.276367
	Iteration 7Q: 3 clusters Score -1335223 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1336012.250000 Penalty: 4622.276367
	Iteration 8Q: 3 clusters Score -1336012 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1336675.125000 Penalty: 4622.276367
	Iteration 9Q: 3 clusters Score -1336675 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1336927.375000 Penalty: 4622.276367
	Iteration 10Q: 3 clusters Score -1336927 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1336992.750000 Penalty: 4622.276367
	Iteration 11Q: 3 clusters Score -1336993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1337024.875000 Penalty: 4622.276367
	Iteration 12Q: 3 clusters Score -1337025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1337037.000000 Penalty: 4622.276367
	Iteration 13Q: 3 clusters Score -1337037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1337050.000000 Penalty: 4622.276367
	Iteration 14Q: 3 clusters Score -1337050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1337069.625000 Penalty: 4622.276367
	Iteration 15Q: 3 clusters Score -1337070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1337087.875000 Penalty: 4622.276367
	Iteration 16Q: 3 clusters Score -1337088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1337106.375000 Penalty: 4622.276367
	Iteration 17Q: 3 clusters Score -1337106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1337116.375000 Penalty: 4622.276367
	Iteration 18Q: 3 clusters Score -1337116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1337126.750000 Penalty: 4622.276367
	Iteration 19Q: 3 clusters Score -1337127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1337136.625000 Penalty: 4622.276367
	Iteration 20F: 3 clusters Score -1337137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1337144.750000 Penalty: 4622.276367
	Iteration 21Q: 3 clusters Score -1337145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1337154.750000 Penalty: 4622.276367
	Iteration 22Q: 3 clusters Score -1337155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1337163.875000 Penalty: 4622.276367
	Iteration 23Q: 3 clusters Score -1337164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1337166.250000 Penalty: 4622.276367
	Iteration 24Q: 3 clusters Score -1337166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1337164.125000 Penalty: 4622.276367
	Iteration 25Q: 3 clusters Score -1337164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1337167.000000 Penalty: 4622.276367
	Iteration 26Q: 3 clusters Score -1337167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1337164.625000 Penalty: 4622.276367
	Iteration 27Q: 3 clusters Score -1337165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1337164.625000 Penalty: 4622.276367
	Iteration 28F: 3 clusters Score -1337165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 2195 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 7306 members 
Mstep: Class 40 contains 8817 members 
Mstep: Class 41 contains 109 members 
Mstep: Class 42 contains 12245 members 
Mstep: Class 43 contains 17590 members 
Mstep: Class 44 contains 1363 members 
Mstep: Class 45 contains 29775 members 
Mstep: Class 46 contains 11798 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 2075 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 723 members 
Mstep: Class 51 contains 1860 members 
Mstep: Class 52 contains 2725 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 10108 members 
Mstep: Class 55 contains 2663 members 
Mstep: Class 56 contains 1580 members 
Mstep: Class 57 contains 6236 members 
Mstep: Class 58 contains 3843 members 
Entering Unmasked Estep 
Score: -134423936.000000 Penalty: 200264.656250
Splitting cluster 39 changes total score from -134366640.000000 to -134423936.000000
So it's getting split into cluster 58.
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 244714 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 37936 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 133832 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 47462 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 5553 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 14602 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 25565 members 
Mstep: Class 32 contains 2195 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 41432 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 13517 members 
Mstep: Class 38 contains 1860 members 
Mstep: Class 39 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 2906.513428 but Gain 3452.843750
Score: -134436512.000000 Penalty: 196811.812500
Iteration 79Q: 58 clusters Score -1.344365e+08 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 56504 members 
Mstep: Class 4 contains 9132 members 
Mstep: Class 5 contains 244924 members 
Mstep: Class 6 contains 19585 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 22153 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 38125 members 
Mstep: Class 12 contains 8271 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 35312 members 
Mstep: Class 15 contains 134098 members 
Mstep: Class 16 contains 70356 members 
Mstep: Class 17 contains 13490 members 
Mstep: Class 18 contains 17731 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 38272 members 
Mstep: Class 21 contains 47678 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 5616 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 14737 members 
Mstep: Class 30 contains 13262 members 
Mstep: Class 31 contains 26278 members 
Mstep: Class 32 contains 2331 members 
Mstep: Class 33 contains 13889 members 
Mstep: Class 34 contains 41475 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 26810 members 
Mstep: Class 37 contains 13759 members 
Mstep: Class 38 contains 1914 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 8130 members 
Mstep: Class 42 contains 12039 members 
Mstep: Class 43 contains 17026 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 28091 members 
Mstep: Class 46 contains 11464 members 
Mstep: Class 47 contains 5454 members 
Mstep: Class 48 contains 2196 members 
Mstep: Class 49 contains 5150 members 
Mstep: Class 50 contains 736 members 
Mstep: Class 51 contains 1993 members 
Mstep: Class 52 contains 2728 members 
Mstep: Class 53 contains 4514 members 
Mstep: Class 54 contains 9996 members 
Mstep: Class 55 contains 2597 members 
Mstep: Class 56 contains 1527 members 
Mstep: Class 57 contains 6229 members 
Mstep: Class 58 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134448704.000000 Penalty: 196811.812500
Iteration 80F: 58 clusters Score -1.344487e+08 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 55586 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 244811 members 
Mstep: Class 6 contains 19628 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 22226 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 38138 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 35339 members 
Mstep: Class 15 contains 134098 members 
Mstep: Class 16 contains 70226 members 
Mstep: Class 17 contains 13510 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 38263 members 
Mstep: Class 21 contains 47396 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 5447 members 
Mstep: Class 24 contains 710 members 
Mstep: Class 25 contains 5585 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 14464 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 26347 members 
Mstep: Class 32 contains 2698 members 
Mstep: Class 33 contains 14025 members 
Mstep: Class 34 contains 41503 members 
Mstep: Class 35 contains 1978 members 
Mstep: Class 36 contains 26763 members 
Mstep: Class 37 contains 13365 members 
Mstep: Class 38 contains 1747 members 
Mstep: Class 39 contains 7422 members 
Mstep: Class 40 contains 8450 members 
Mstep: Class 42 contains 11932 members 
Mstep: Class 43 contains 17175 members 
Mstep: Class 44 contains 1482 members 
Mstep: Class 45 contains 27871 members 
Mstep: Class 46 contains 11598 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 2685 members 
Mstep: Class 49 contains 5226 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 2082 members 
Mstep: Class 52 contains 3064 members 
Mstep: Class 53 contains 4670 members 
Mstep: Class 54 contains 10060 members 
Mstep: Class 55 contains 2724 members 
Mstep: Class 56 contains 1531 members 
Mstep: Class 57 contains 6330 members 
Mstep: Class 58 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134453824.000000 Penalty: 196811.812500
Iteration 81Q: 58 clusters Score -1.344538e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 244728 members 
Mstep: Class 6 contains 19687 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 22310 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 38185 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 35360 members 
Mstep: Class 15 contains 134103 members 
Mstep: Class 16 contains 70116 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 4707 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 47419 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 688 members 
Mstep: Class 25 contains 5602 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 1204 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 14299 members 
Mstep: Class 30 contains 12942 members 
Mstep: Class 31 contains 26390 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 14208 members 
Mstep: Class 34 contains 41505 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 26776 members 
Mstep: Class 37 contains 13238 members 
Mstep: Class 38 contains 1650 members 
Mstep: Class 39 contains 7419 members 
Mstep: Class 40 contains 8530 members 
Mstep: Class 42 contains 11878 members 
Mstep: Class 43 contains 17262 members 
Mstep: Class 44 contains 1497 members 
Mstep: Class 45 contains 27510 members 
Mstep: Class 46 contains 11667 members 
Mstep: Class 47 contains 5566 members 
Mstep: Class 48 contains 2903 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 3268 members 
Mstep: Class 53 contains 4778 members 
Mstep: Class 54 contains 10102 members 
Mstep: Class 55 contains 2797 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 6359 members 
Mstep: Class 58 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134456144.000000 Penalty: 196811.812500
Iteration 82Q: 58 clusters Score -1.344561e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 54101 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 244609 members 
Mstep: Class 6 contains 19713 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 22359 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 38235 members 
Mstep: Class 12 contains 8445 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 35378 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 70039 members 
Mstep: Class 17 contains 13739 members 
Mstep: Class 18 contains 17617 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 47551 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 14196 members 
Mstep: Class 30 contains 12773 members 
Mstep: Class 31 contains 26417 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 41513 members 
Mstep: Class 35 contains 1915 members 
Mstep: Class 36 contains 26822 members 
Mstep: Class 37 contains 13136 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 7417 members 
Mstep: Class 40 contains 8545 members 
Mstep: Class 42 contains 11843 members 
Mstep: Class 43 contains 17339 members 
Mstep: Class 44 contains 1500 members 
Mstep: Class 45 contains 27207 members 
Mstep: Class 46 contains 11728 members 
Mstep: Class 47 contains 5582 members 
Mstep: Class 48 contains 3023 members 
Mstep: Class 49 contains 5253 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 2152 members 
Mstep: Class 52 contains 3384 members 
Mstep: Class 53 contains 4885 members 
Mstep: Class 54 contains 10150 members 
Mstep: Class 55 contains 2875 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 6372 members 
Mstep: Class 58 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457040.000000 Penalty: 196811.812500
Iteration 83Q: 58 clusters Score -1.34457e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 53497 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 244543 members 
Mstep: Class 6 contains 19771 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 22393 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 38316 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 35400 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 69978 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 17601 members 
Mstep: Class 19 contains 4669 members 
Mstep: Class 20 contains 38246 members 
Mstep: Class 21 contains 47719 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 5453 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 5641 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 5508 members 
Mstep: Class 29 contains 14114 members 
Mstep: Class 30 contains 12579 members 
Mstep: Class 31 contains 26393 members 
Mstep: Class 32 contains 3253 members 
Mstep: Class 33 contains 14529 members 
Mstep: Class 34 contains 41529 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 26863 members 
Mstep: Class 37 contains 13039 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 7415 members 
Mstep: Class 40 contains 8567 members 
Mstep: Class 42 contains 11803 members 
Mstep: Class 43 contains 17386 members 
Mstep: Class 44 contains 1502 members 
Mstep: Class 45 contains 26959 members 
Mstep: Class 46 contains 11765 members 
Mstep: Class 47 contains 5585 members 
Mstep: Class 48 contains 3091 members 
Mstep: Class 49 contains 5268 members 
Mstep: Class 50 contains 779 members 
Mstep: Class 51 contains 2191 members 
Mstep: Class 52 contains 3473 members 
Mstep: Class 53 contains 4959 members 
Mstep: Class 54 contains 10178 members 
Mstep: Class 55 contains 2919 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 6384 members 
Mstep: Class 58 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134457904.000000 Penalty: 196811.812500
Iteration 84Q: 58 clusters Score -1.344579e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 52951 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 244484 members 
Mstep: Class 6 contains 19809 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 22415 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 38389 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 15 contains 134157 members 
Mstep: Class 16 contains 69930 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 47887 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 5661 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 1234 members 
Mstep: Class 28 contains 5507 members 
Mstep: Class 29 contains 14055 members 
Mstep: Class 30 contains 12394 members 
Mstep: Class 31 contains 26396 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 14681 members 
Mstep: Class 34 contains 41542 members 
Mstep: Class 35 contains 1889 members 
Mstep: Class 36 contains 26901 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 1461 members 
Mstep: Class 39 contains 7413 members 
Mstep: Class 40 contains 8581 members 
Mstep: Class 42 contains 11771 members 
Mstep: Class 43 contains 17432 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 26748 members 
Mstep: Class 46 contains 11805 members 
Mstep: Class 47 contains 5586 members 
Mstep: Class 48 contains 3131 members 
Mstep: Class 49 contains 5280 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2207 members 
Mstep: Class 52 contains 3529 members 
Mstep: Class 53 contains 5014 members 
Mstep: Class 54 contains 10214 members 
Mstep: Class 55 contains 2951 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 6391 members 
Mstep: Class 58 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459136.000000 Penalty: 196811.812500
Iteration 85Q: 58 clusters Score -1.344591e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 52413 members 
Mstep: Class 4 contains 8953 members 
Mstep: Class 5 contains 244464 members 
Mstep: Class 6 contains 19858 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 22429 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 38474 members 
Mstep: Class 12 contains 8520 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 35436 members 
Mstep: Class 15 contains 134193 members 
Mstep: Class 16 contains 69878 members 
Mstep: Class 17 contains 14093 members 
Mstep: Class 18 contains 17570 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 5549 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 5675 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 5502 members 
Mstep: Class 29 contains 14020 members 
Mstep: Class 30 contains 12214 members 
Mstep: Class 31 contains 26406 members 
Mstep: Class 32 contains 3411 members 
Mstep: Class 33 contains 14812 members 
Mstep: Class 34 contains 41556 members 
Mstep: Class 35 contains 1892 members 
Mstep: Class 36 contains 26940 members 
Mstep: Class 37 contains 12863 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 7404 members 
Mstep: Class 40 contains 8584 members 
Mstep: Class 42 contains 11745 members 
Mstep: Class 43 contains 17467 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 26583 members 
Mstep: Class 46 contains 11843 members 
Mstep: Class 47 contains 5585 members 
Mstep: Class 48 contains 3165 members 
Mstep: Class 49 contains 5302 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2226 members 
Mstep: Class 52 contains 3565 members 
Mstep: Class 53 contains 5067 members 
Mstep: Class 54 contains 10236 members 
Mstep: Class 55 contains 2977 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 6385 members 
Mstep: Class 58 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459232.000000 Penalty: 196811.812500
Iteration 86Q: 58 clusters Score -1.344592e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 51946 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 5 contains 244425 members 
Mstep: Class 6 contains 19914 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3174 members 
Mstep: Class 9 contains 22419 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 38582 members 
Mstep: Class 12 contains 8524 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 134231 members 
Mstep: Class 16 contains 69843 members 
Mstep: Class 17 contains 14202 members 
Mstep: Class 18 contains 17551 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 48205 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1247 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 13991 members 
Mstep: Class 30 contains 12013 members 
Mstep: Class 31 contains 26404 members 
Mstep: Class 32 contains 3477 members 
Mstep: Class 33 contains 14940 members 
Mstep: Class 34 contains 41562 members 
Mstep: Class 35 contains 1893 members 
Mstep: Class 36 contains 26984 members 
Mstep: Class 37 contains 12824 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 7398 members 
Mstep: Class 40 contains 8568 members 
Mstep: Class 42 contains 11738 members 
Mstep: Class 43 contains 17500 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 26440 members 
Mstep: Class 46 contains 11881 members 
Mstep: Class 47 contains 5585 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 5316 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2231 members 
Mstep: Class 52 contains 3592 members 
Mstep: Class 53 contains 5116 members 
Mstep: Class 54 contains 10265 members 
Mstep: Class 55 contains 2997 members 
Mstep: Class 56 contains 1526 members 
Mstep: Class 57 contains 6378 members 
Mstep: Class 58 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134459584.000000 Penalty: 196811.812500
Iteration 87Q: 58 clusters Score -1.344596e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 51515 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 244394 members 
Mstep: Class 6 contains 19968 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 22399 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 38696 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 35479 members 
Mstep: Class 15 contains 134260 members 
Mstep: Class 16 contains 69804 members 
Mstep: Class 17 contains 14308 members 
Mstep: Class 18 contains 17537 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 38237 members 
Mstep: Class 21 contains 48342 members 
Mstep: Class 22 contains 5549 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 5694 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 13960 members 
Mstep: Class 30 contains 11827 members 
Mstep: Class 31 contains 26403 members 
Mstep: Class 32 contains 3533 members 
Mstep: Class 33 contains 15047 members 
Mstep: Class 34 contains 41566 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 27019 members 
Mstep: Class 37 contains 12760 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 7394 members 
Mstep: Class 40 contains 8559 members 
Mstep: Class 42 contains 11724 members 
Mstep: Class 43 contains 17540 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 26313 members 
Mstep: Class 46 contains 11906 members 
Mstep: Class 47 contains 5588 members 
Mstep: Class 48 contains 3231 members 
Mstep: Class 49 contains 5323 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2237 members 
Mstep: Class 52 contains 3622 members 
Mstep: Class 53 contains 5155 members 
Mstep: Class 54 contains 10301 members 
Mstep: Class 55 contains 3027 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 6368 members 
Mstep: Class 58 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460640.000000 Penalty: 196811.812500
Iteration 88Q: 58 clusters Score -1.344606e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 51091 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 244346 members 
Mstep: Class 6 contains 20013 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 22399 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 38803 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 35485 members 
Mstep: Class 15 contains 134279 members 
Mstep: Class 16 contains 69764 members 
Mstep: Class 17 contains 14380 members 
Mstep: Class 18 contains 17526 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 38238 members 
Mstep: Class 21 contains 48528 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1256 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 13928 members 
Mstep: Class 30 contains 11657 members 
Mstep: Class 31 contains 26409 members 
Mstep: Class 32 contains 3591 members 
Mstep: Class 33 contains 15144 members 
Mstep: Class 34 contains 41565 members 
Mstep: Class 35 contains 1900 members 
Mstep: Class 36 contains 27057 members 
Mstep: Class 37 contains 12723 members 
Mstep: Class 38 contains 1341 members 
Mstep: Class 39 contains 7395 members 
Mstep: Class 40 contains 8538 members 
Mstep: Class 42 contains 11712 members 
Mstep: Class 43 contains 17565 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 26180 members 
Mstep: Class 46 contains 11931 members 
Mstep: Class 47 contains 5591 members 
Mstep: Class 48 contains 3257 members 
Mstep: Class 49 contains 5333 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2239 members 
Mstep: Class 52 contains 3655 members 
Mstep: Class 53 contains 5187 members 
Mstep: Class 54 contains 10343 members 
Mstep: Class 55 contains 3049 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 6354 members 
Mstep: Class 58 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134460992.000000 Penalty: 196811.812500
Iteration 89Q: 58 clusters Score -1.34461e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 50702 members 
Mstep: Class 4 contains 8873 members 
Mstep: Class 5 contains 244306 members 
Mstep: Class 6 contains 20066 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 22390 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 38891 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 35480 members 
Mstep: Class 15 contains 134282 members 
Mstep: Class 16 contains 69735 members 
Mstep: Class 17 contains 14455 members 
Mstep: Class 18 contains 17512 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 38235 members 
Mstep: Class 21 contains 48706 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 5494 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 11504 members 
Mstep: Class 31 contains 26422 members 
Mstep: Class 32 contains 3644 members 
Mstep: Class 33 contains 15232 members 
Mstep: Class 34 contains 41564 members 
Mstep: Class 35 contains 1900 members 
Mstep: Class 36 contains 27085 members 
Mstep: Class 37 contains 12667 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 7394 members 
Mstep: Class 40 contains 8541 members 
Mstep: Class 42 contains 11705 members 
Mstep: Class 43 contains 17584 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 26073 members 
Mstep: Class 46 contains 11952 members 
Mstep: Class 47 contains 5590 members 
Mstep: Class 48 contains 3281 members 
Mstep: Class 49 contains 5336 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2245 members 
Mstep: Class 52 contains 3674 members 
Mstep: Class 53 contains 5221 members 
Mstep: Class 54 contains 10395 members 
Mstep: Class 55 contains 3073 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6349 members 
Mstep: Class 58 contains 3812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461344.000000 Penalty: 196811.812500
Iteration 90Q: 58 clusters Score -1.344613e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 50346 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 244263 members 
Mstep: Class 6 contains 20115 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 22377 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 38961 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 35475 members 
Mstep: Class 15 contains 134290 members 
Mstep: Class 16 contains 69719 members 
Mstep: Class 17 contains 14514 members 
Mstep: Class 18 contains 17490 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 21 contains 48870 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5711 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 13913 members 
Mstep: Class 30 contains 11386 members 
Mstep: Class 31 contains 26410 members 
Mstep: Class 32 contains 3683 members 
Mstep: Class 33 contains 15322 members 
Mstep: Class 34 contains 41564 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 27111 members 
Mstep: Class 37 contains 12624 members 
Mstep: Class 38 contains 1310 members 
Mstep: Class 39 contains 7393 members 
Mstep: Class 40 contains 8549 members 
Mstep: Class 42 contains 11695 members 
Mstep: Class 43 contains 17597 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 25968 members 
Mstep: Class 46 contains 11967 members 
Mstep: Class 47 contains 5591 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 5340 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2252 members 
Mstep: Class 52 contains 3684 members 
Mstep: Class 53 contains 5243 members 
Mstep: Class 54 contains 10443 members 
Mstep: Class 55 contains 3091 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 6339 members 
Mstep: Class 58 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461488.000000 Penalty: 196811.812500
Iteration 91Q: 58 clusters Score -1.344615e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 50028 members 
Mstep: Class 4 contains 8845 members 
Mstep: Class 5 contains 244211 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 22350 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 39056 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 35472 members 
Mstep: Class 15 contains 134318 members 
Mstep: Class 16 contains 69713 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 18 contains 17482 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 48986 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5713 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 5491 members 
Mstep: Class 29 contains 13917 members 
Mstep: Class 30 contains 11280 members 
Mstep: Class 31 contains 26376 members 
Mstep: Class 32 contains 3713 members 
Mstep: Class 33 contains 15427 members 
Mstep: Class 34 contains 41567 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 27137 members 
Mstep: Class 37 contains 12588 members 
Mstep: Class 38 contains 1302 members 
Mstep: Class 39 contains 7394 members 
Mstep: Class 40 contains 8542 members 
Mstep: Class 42 contains 11687 members 
Mstep: Class 43 contains 17621 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 25872 members 
Mstep: Class 46 contains 11975 members 
Mstep: Class 47 contains 5592 members 
Mstep: Class 48 contains 3321 members 
Mstep: Class 49 contains 5341 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 2259 members 
Mstep: Class 52 contains 3692 members 
Mstep: Class 53 contains 5268 members 
Mstep: Class 54 contains 10490 members 
Mstep: Class 55 contains 3109 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 6322 members 
Mstep: Class 58 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461584.000000 Penalty: 196811.812500
Iteration 92Q: 58 clusters Score -1.344616e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 244159 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 22331 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 8477 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 35477 members 
Mstep: Class 15 contains 134335 members 
Mstep: Class 16 contains 69710 members 
Mstep: Class 17 contains 14597 members 
Mstep: Class 18 contains 17467 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 49106 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5716 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 13930 members 
Mstep: Class 30 contains 11157 members 
Mstep: Class 31 contains 26356 members 
Mstep: Class 32 contains 3745 members 
Mstep: Class 33 contains 15528 members 
Mstep: Class 34 contains 41567 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 27144 members 
Mstep: Class 37 contains 12544 members 
Mstep: Class 38 contains 1288 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8547 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 17635 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 25770 members 
Mstep: Class 46 contains 11987 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 3330 members 
Mstep: Class 49 contains 5341 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2264 members 
Mstep: Class 52 contains 3698 members 
Mstep: Class 53 contains 5293 members 
Mstep: Class 54 contains 10524 members 
Mstep: Class 55 contains 3119 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 6307 members 
Mstep: Class 58 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461616.000000 Penalty: 196811.812500
Iteration 93Q: 58 clusters Score -1.344616e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 49508 members 
Mstep: Class 4 contains 8817 members 
Mstep: Class 5 contains 244120 members 
Mstep: Class 6 contains 20229 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 22323 members 
Mstep: Class 10 contains 3860 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 35478 members 
Mstep: Class 15 contains 134357 members 
Mstep: Class 16 contains 69706 members 
Mstep: Class 17 contains 14636 members 
Mstep: Class 18 contains 17461 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 38229 members 
Mstep: Class 21 contains 49229 members 
Mstep: Class 22 contains 5540 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5717 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 26314 members 
Mstep: Class 32 contains 3760 members 
Mstep: Class 33 contains 15619 members 
Mstep: Class 34 contains 41567 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 27160 members 
Mstep: Class 37 contains 12515 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8546 members 
Mstep: Class 42 contains 11677 members 
Mstep: Class 43 contains 17636 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 25700 members 
Mstep: Class 46 contains 11998 members 
Mstep: Class 47 contains 5604 members 
Mstep: Class 48 contains 3345 members 
Mstep: Class 49 contains 5345 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2264 members 
Mstep: Class 52 contains 3703 members 
Mstep: Class 53 contains 5308 members 
Mstep: Class 54 contains 10548 members 
Mstep: Class 55 contains 3132 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6291 members 
Mstep: Class 58 contains 3806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134461776.000000 Penalty: 196811.812500
Iteration 94Q: 58 clusters Score -1.344618e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 49266 members 
Mstep: Class 4 contains 8810 members 
Mstep: Class 5 contains 244083 members 
Mstep: Class 6 contains 20241 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 22314 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 39339 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 35485 members 
Mstep: Class 15 contains 134387 members 
Mstep: Class 16 contains 69700 members 
Mstep: Class 17 contains 14660 members 
Mstep: Class 18 contains 17452 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 38220 members 
Mstep: Class 21 contains 49363 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5719 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1258 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 10945 members 
Mstep: Class 31 contains 26275 members 
Mstep: Class 32 contains 3780 members 
Mstep: Class 33 contains 15718 members 
Mstep: Class 34 contains 41571 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 27172 members 
Mstep: Class 37 contains 12474 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8539 members 
Mstep: Class 42 contains 11664 members 
Mstep: Class 43 contains 17644 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 25616 members 
Mstep: Class 46 contains 12003 members 
Mstep: Class 47 contains 5607 members 
Mstep: Class 48 contains 3364 members 
Mstep: Class 49 contains 5346 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2268 members 
Mstep: Class 52 contains 3706 members 
Mstep: Class 53 contains 5323 members 
Mstep: Class 54 contains 10575 members 
Mstep: Class 55 contains 3146 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 6282 members 
Mstep: Class 58 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462384.000000 Penalty: 196811.812500
Iteration 95Q: 58 clusters Score -1.344624e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 49015 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 244070 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 22304 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 39407 members 
Mstep: Class 12 contains 8448 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 35485 members 
Mstep: Class 15 contains 134407 members 
Mstep: Class 16 contains 69693 members 
Mstep: Class 17 contains 14677 members 
Mstep: Class 18 contains 17447 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 38212 members 
Mstep: Class 21 contains 49473 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5723 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1264 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 13944 members 
Mstep: Class 30 contains 10874 members 
Mstep: Class 31 contains 26250 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 15804 members 
Mstep: Class 34 contains 41574 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 27180 members 
Mstep: Class 37 contains 12428 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8535 members 
Mstep: Class 42 contains 11657 members 
Mstep: Class 43 contains 17652 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 25581 members 
Mstep: Class 46 contains 12008 members 
Mstep: Class 47 contains 5608 members 
Mstep: Class 48 contains 3380 members 
Mstep: Class 49 contains 5350 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2269 members 
Mstep: Class 52 contains 3707 members 
Mstep: Class 53 contains 5343 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 3156 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6255 members 
Mstep: Class 58 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462432.000000 Penalty: 196811.812500
Iteration 96Q: 58 clusters Score -1.344624e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 48779 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 244038 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 22308 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 39476 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 35479 members 
Mstep: Class 15 contains 134430 members 
Mstep: Class 16 contains 69698 members 
Mstep: Class 17 contains 14682 members 
Mstep: Class 18 contains 17428 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 20 contains 38190 members 
Mstep: Class 21 contains 49617 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 5734 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 5481 members 
Mstep: Class 29 contains 13941 members 
Mstep: Class 30 contains 10805 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 3821 members 
Mstep: Class 33 contains 15868 members 
Mstep: Class 34 contains 41576 members 
Mstep: Class 35 contains 1900 members 
Mstep: Class 36 contains 27187 members 
Mstep: Class 37 contains 12395 members 
Mstep: Class 38 contains 1291 members 
Mstep: Class 39 contains 7381 members 
Mstep: Class 40 contains 8534 members 
Mstep: Class 42 contains 11652 members 
Mstep: Class 43 contains 17660 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 25558 members 
Mstep: Class 46 contains 12016 members 
Mstep: Class 47 contains 5608 members 
Mstep: Class 48 contains 3381 members 
Mstep: Class 49 contains 5351 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2268 members 
Mstep: Class 52 contains 3709 members 
Mstep: Class 53 contains 5355 members 
Mstep: Class 54 contains 10603 members 
Mstep: Class 55 contains 3166 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6230 members 
Mstep: Class 58 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462688.000000 Penalty: 196811.812500
Iteration 97Q: 58 clusters Score -1.344627e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 48575 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 244019 members 
Mstep: Class 6 contains 20308 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 22302 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 39556 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 35476 members 
Mstep: Class 15 contains 134444 members 
Mstep: Class 16 contains 69689 members 
Mstep: Class 17 contains 14686 members 
Mstep: Class 18 contains 17419 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 38178 members 
Mstep: Class 21 contains 49739 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 5740 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 5478 members 
Mstep: Class 29 contains 13943 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 26226 members 
Mstep: Class 32 contains 3830 members 
Mstep: Class 33 contains 15920 members 
Mstep: Class 34 contains 41578 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 27195 members 
Mstep: Class 37 contains 12362 members 
Mstep: Class 38 contains 1310 members 
Mstep: Class 39 contains 7380 members 
Mstep: Class 40 contains 8525 members 
Mstep: Class 42 contains 11644 members 
Mstep: Class 43 contains 17668 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 25513 members 
Mstep: Class 46 contains 12021 members 
Mstep: Class 47 contains 5607 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 5350 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2266 members 
Mstep: Class 52 contains 3712 members 
Mstep: Class 53 contains 5361 members 
Mstep: Class 54 contains 10610 members 
Mstep: Class 55 contains 3172 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 6210 members 
Mstep: Class 58 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134462800.000000 Penalty: 196811.812500
Iteration 98Q: 58 clusters Score -1.344628e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 48403 members 
Mstep: Class 4 contains 8768 members 
Mstep: Class 5 contains 243990 members 
Mstep: Class 6 contains 20335 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 22292 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39628 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 35478 members 
Mstep: Class 15 contains 134469 members 
Mstep: Class 16 contains 69685 members 
Mstep: Class 17 contains 14692 members 
Mstep: Class 18 contains 17399 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 38169 members 
Mstep: Class 21 contains 49850 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 5475 members 
Mstep: Class 29 contains 13947 members 
Mstep: Class 30 contains 10698 members 
Mstep: Class 31 contains 26222 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 15963 members 
Mstep: Class 34 contains 41580 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 27201 members 
Mstep: Class 37 contains 12331 members 
Mstep: Class 38 contains 1330 members 
Mstep: Class 39 contains 7376 members 
Mstep: Class 40 contains 8523 members 
Mstep: Class 42 contains 11636 members 
Mstep: Class 43 contains 17672 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 25482 members 
Mstep: Class 46 contains 12030 members 
Mstep: Class 47 contains 5609 members 
Mstep: Class 48 contains 3392 members 
Mstep: Class 49 contains 5350 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2253 members 
Mstep: Class 52 contains 3714 members 
Mstep: Class 53 contains 5361 members 
Mstep: Class 54 contains 10618 members 
Mstep: Class 55 contains 3176 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6193 members 
Mstep: Class 58 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463152.000000 Penalty: 196811.812500
Iteration 99Q: 58 clusters Score -1.344632e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 48252 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 243985 members 
Mstep: Class 6 contains 20363 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 22291 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39705 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 35481 members 
Mstep: Class 15 contains 134488 members 
Mstep: Class 16 contains 69678 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 4584 members 
Mstep: Class 20 contains 38160 members 
Mstep: Class 21 contains 49924 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1319 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 10640 members 
Mstep: Class 31 contains 26215 members 
Mstep: Class 32 contains 3845 members 
Mstep: Class 33 contains 16002 members 
Mstep: Class 34 contains 41581 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 27205 members 
Mstep: Class 37 contains 12303 members 
Mstep: Class 38 contains 1342 members 
Mstep: Class 39 contains 7374 members 
Mstep: Class 40 contains 8512 members 
Mstep: Class 42 contains 11617 members 
Mstep: Class 43 contains 17679 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 25443 members 
Mstep: Class 46 contains 12038 members 
Mstep: Class 47 contains 5611 members 
Mstep: Class 48 contains 3401 members 
Mstep: Class 49 contains 5353 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 2249 members 
Mstep: Class 52 contains 3714 members 
Mstep: Class 53 contains 5361 members 
Mstep: Class 54 contains 10622 members 
Mstep: Class 55 contains 3179 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6180 members 
Mstep: Class 58 contains 3800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134463392.000000 Penalty: 196811.812500
Iteration 100F: 58 clusters Score -1.344634e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 48109 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 243979 members 
Mstep: Class 6 contains 20389 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 22293 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39776 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 35480 members 
Mstep: Class 15 contains 134496 members 
Mstep: Class 16 contains 69672 members 
Mstep: Class 17 contains 14696 members 
Mstep: Class 18 contains 17369 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 20 contains 38154 members 
Mstep: Class 21 contains 49993 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 5470 members 
Mstep: Class 29 contains 13946 members 
Mstep: Class 30 contains 10595 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 3873 members 
Mstep: Class 33 contains 16087 members 
Mstep: Class 34 contains 41582 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 27212 members 
Mstep: Class 37 contains 12274 members 
Mstep: Class 38 contains 1356 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 8487 members 
Mstep: Class 42 contains 11589 members 
Mstep: Class 43 contains 17684 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 25357 members 
Mstep: Class 46 contains 12041 members 
Mstep: Class 47 contains 5611 members 
Mstep: Class 48 contains 3420 members 
Mstep: Class 49 contains 5354 members 
Mstep: Class 50 contains 779 members 
Mstep: Class 51 contains 2240 members 
Mstep: Class 52 contains 3715 members 
Mstep: Class 53 contains 5365 members 
Mstep: Class 54 contains 10630 members 
Mstep: Class 55 contains 3193 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6167 members 
Mstep: Class 58 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464272.000000 Penalty: 196811.812500
Iteration 101Q: 58 clusters Score -1.344643e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 243965 members 
Mstep: Class 6 contains 20416 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 22297 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39838 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 35486 members 
Mstep: Class 15 contains 134504 members 
Mstep: Class 16 contains 69666 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 17362 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 38148 members 
Mstep: Class 21 contains 50066 members 
Mstep: Class 22 contains 5520 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 5745 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 5467 members 
Mstep: Class 29 contains 13945 members 
Mstep: Class 30 contains 10553 members 
Mstep: Class 31 contains 26186 members 
Mstep: Class 32 contains 3913 members 
Mstep: Class 33 contains 16163 members 
Mstep: Class 34 contains 41581 members 
Mstep: Class 35 contains 1904 members 
Mstep: Class 36 contains 27220 members 
Mstep: Class 37 contains 12234 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 7368 members 
Mstep: Class 40 contains 8459 members 
Mstep: Class 42 contains 11562 members 
Mstep: Class 43 contains 17688 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 25282 members 
Mstep: Class 46 contains 12044 members 
Mstep: Class 47 contains 5612 members 
Mstep: Class 48 contains 3436 members 
Mstep: Class 49 contains 5354 members 
Mstep: Class 50 contains 782 members 
Mstep: Class 51 contains 2244 members 
Mstep: Class 52 contains 3718 members 
Mstep: Class 53 contains 5364 members 
Mstep: Class 54 contains 10637 members 
Mstep: Class 55 contains 3210 members 
Mstep: Class 56 contains 1518 members 
Mstep: Class 57 contains 6149 members 
Mstep: Class 58 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464128.000000 Penalty: 196811.812500
Iteration 102Q: 58 clusters Score -1.344641e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47849 members 
Mstep: Class 4 contains 8722 members 
Mstep: Class 5 contains 243938 members 
Mstep: Class 6 contains 20438 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 22297 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 8418 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 35492 members 
Mstep: Class 15 contains 134511 members 
Mstep: Class 16 contains 69660 members 
Mstep: Class 17 contains 14679 members 
Mstep: Class 18 contains 17349 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 38141 members 
Mstep: Class 21 contains 50142 members 
Mstep: Class 22 contains 5514 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5746 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1405 members 
Mstep: Class 28 contains 5467 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 10511 members 
Mstep: Class 31 contains 26175 members 
Mstep: Class 32 contains 3946 members 
Mstep: Class 33 contains 16230 members 
Mstep: Class 34 contains 41578 members 
Mstep: Class 35 contains 1909 members 
Mstep: Class 36 contains 27232 members 
Mstep: Class 37 contains 12203 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 7366 members 
Mstep: Class 40 contains 8428 members 
Mstep: Class 42 contains 11538 members 
Mstep: Class 43 contains 17695 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 25181 members 
Mstep: Class 46 contains 12048 members 
Mstep: Class 47 contains 5612 members 
Mstep: Class 48 contains 3447 members 
Mstep: Class 49 contains 5358 members 
Mstep: Class 50 contains 785 members 
Mstep: Class 51 contains 2251 members 
Mstep: Class 52 contains 3723 members 
Mstep: Class 53 contains 5362 members 
Mstep: Class 54 contains 10649 members 
Mstep: Class 55 contains 3220 members 
Mstep: Class 56 contains 1515 members 
Mstep: Class 57 contains 6130 members 
Mstep: Class 58 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464368.000000 Penalty: 196811.812500
Iteration 103Q: 58 clusters Score -1.344644e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47721 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 243922 members 
Mstep: Class 6 contains 20459 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 22291 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 39985 members 
Mstep: Class 12 contains 8440 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 35491 members 
Mstep: Class 15 contains 134518 members 
Mstep: Class 16 contains 69655 members 
Mstep: Class 17 contains 14669 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 38131 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 5509 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5747 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 13936 members 
Mstep: Class 30 contains 10481 members 
Mstep: Class 31 contains 26180 members 
Mstep: Class 32 contains 3991 members 
Mstep: Class 33 contains 16294 members 
Mstep: Class 34 contains 41576 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 27247 members 
Mstep: Class 37 contains 12172 members 
Mstep: Class 38 contains 1416 members 
Mstep: Class 39 contains 7360 members 
Mstep: Class 40 contains 8413 members 
Mstep: Class 42 contains 11520 members 
Mstep: Class 43 contains 17698 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 25085 members 
Mstep: Class 46 contains 12052 members 
Mstep: Class 47 contains 5609 members 
Mstep: Class 48 contains 3454 members 
Mstep: Class 49 contains 5359 members 
Mstep: Class 50 contains 785 members 
Mstep: Class 51 contains 2264 members 
Mstep: Class 52 contains 3726 members 
Mstep: Class 53 contains 5362 members 
Mstep: Class 54 contains 10661 members 
Mstep: Class 55 contains 3227 members 
Mstep: Class 56 contains 1508 members 
Mstep: Class 57 contains 6115 members 
Mstep: Class 58 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464336.000000 Penalty: 196811.812500
Iteration 104Q: 58 clusters Score -1.344643e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 243908 members 
Mstep: Class 6 contains 20477 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 22295 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 8451 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 35496 members 
Mstep: Class 15 contains 134527 members 
Mstep: Class 16 contains 69651 members 
Mstep: Class 17 contains 14659 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 38125 members 
Mstep: Class 21 contains 50291 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5748 members 
Mstep: Class 26 contains 290 members 
Mstep: Class 27 contains 1415 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 10455 members 
Mstep: Class 31 contains 26165 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 16343 members 
Mstep: Class 34 contains 41578 members 
Mstep: Class 35 contains 1916 members 
Mstep: Class 36 contains 27260 members 
Mstep: Class 37 contains 12160 members 
Mstep: Class 38 contains 1432 members 
Mstep: Class 39 contains 7358 members 
Mstep: Class 40 contains 8386 members 
Mstep: Class 42 contains 11505 members 
Mstep: Class 43 contains 17699 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 25025 members 
Mstep: Class 46 contains 12057 members 
Mstep: Class 47 contains 5606 members 
Mstep: Class 48 contains 3456 members 
Mstep: Class 49 contains 5360 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2277 members 
Mstep: Class 52 contains 3730 members 
Mstep: Class 53 contains 5360 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 3234 members 
Mstep: Class 56 contains 1508 members 
Mstep: Class 57 contains 6103 members 
Mstep: Class 58 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464304.000000 Penalty: 196811.812500
Iteration 105Q: 58 clusters Score -1.344643e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 243893 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 22291 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 35503 members 
Mstep: Class 15 contains 134540 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 14649 members 
Mstep: Class 18 contains 17244 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 50341 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 13930 members 
Mstep: Class 30 contains 10436 members 
Mstep: Class 31 contains 26157 members 
Mstep: Class 32 contains 4040 members 
Mstep: Class 33 contains 16393 members 
Mstep: Class 34 contains 41582 members 
Mstep: Class 35 contains 1916 members 
Mstep: Class 36 contains 27268 members 
Mstep: Class 37 contains 12141 members 
Mstep: Class 38 contains 1446 members 
Mstep: Class 39 contains 7352 members 
Mstep: Class 40 contains 8368 members 
Mstep: Class 42 contains 11494 members 
Mstep: Class 43 contains 17700 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24969 members 
Mstep: Class 46 contains 12057 members 
Mstep: Class 47 contains 5605 members 
Mstep: Class 48 contains 3462 members 
Mstep: Class 49 contains 5363 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2282 members 
Mstep: Class 52 contains 3733 members 
Mstep: Class 53 contains 5359 members 
Mstep: Class 54 contains 10680 members 
Mstep: Class 55 contains 3251 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6085 members 
Mstep: Class 58 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464416.000000 Penalty: 196811.812500
Iteration 106Q: 58 clusters Score -1.344644e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47363 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 243881 members 
Mstep: Class 6 contains 20512 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 22288 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 40194 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 35510 members 
Mstep: Class 15 contains 134542 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 14648 members 
Mstep: Class 18 contains 17216 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 38118 members 
Mstep: Class 21 contains 50396 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5754 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 5459 members 
Mstep: Class 29 contains 13924 members 
Mstep: Class 30 contains 10414 members 
Mstep: Class 31 contains 26158 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 16440 members 
Mstep: Class 34 contains 41589 members 
Mstep: Class 35 contains 1916 members 
Mstep: Class 36 contains 27278 members 
Mstep: Class 37 contains 12141 members 
Mstep: Class 38 contains 1465 members 
Mstep: Class 39 contains 7346 members 
Mstep: Class 40 contains 8342 members 
Mstep: Class 42 contains 11481 members 
Mstep: Class 43 contains 17699 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 24911 members 
Mstep: Class 46 contains 12057 members 
Mstep: Class 47 contains 5603 members 
Mstep: Class 48 contains 3473 members 
Mstep: Class 49 contains 5363 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2289 members 
Mstep: Class 52 contains 3735 members 
Mstep: Class 53 contains 5359 members 
Mstep: Class 54 contains 10685 members 
Mstep: Class 55 contains 3269 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 6067 members 
Mstep: Class 58 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464560.000000 Penalty: 196811.812500
Iteration 107Q: 58 clusters Score -1.344646e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 47268 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 243869 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 22283 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40236 members 
Mstep: Class 12 contains 8495 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 14 contains 35515 members 
Mstep: Class 15 contains 134541 members 
Mstep: Class 16 contains 69651 members 
Mstep: Class 17 contains 14644 members 
Mstep: Class 18 contains 17179 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 21 contains 50461 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 10393 members 
Mstep: Class 31 contains 26163 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 16485 members 
Mstep: Class 34 contains 41591 members 
Mstep: Class 35 contains 1917 members 
Mstep: Class 36 contains 27285 members 
Mstep: Class 37 contains 12124 members 
Mstep: Class 38 contains 1485 members 
Mstep: Class 39 contains 7340 members 
Mstep: Class 40 contains 8323 members 
Mstep: Class 42 contains 11467 members 
Mstep: Class 43 contains 17700 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 24830 members 
Mstep: Class 46 contains 12062 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3490 members 
Mstep: Class 49 contains 5362 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2298 members 
Mstep: Class 52 contains 3738 members 
Mstep: Class 53 contains 5359 members 
Mstep: Class 54 contains 10690 members 
Mstep: Class 55 contains 3284 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6056 members 
Mstep: Class 58 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464736.000000 Penalty: 196811.812500
Iteration 108Q: 58 clusters Score -1.344647e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 243858 members 
Mstep: Class 6 contains 20552 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 22269 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40276 members 
Mstep: Class 12 contains 8521 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 35514 members 
Mstep: Class 15 contains 134560 members 
Mstep: Class 16 contains 69651 members 
Mstep: Class 17 contains 14644 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 21 contains 50518 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5754 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 1432 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 13925 members 
Mstep: Class 30 contains 10381 members 
Mstep: Class 31 contains 26169 members 
Mstep: Class 32 contains 4079 members 
Mstep: Class 33 contains 16530 members 
Mstep: Class 34 contains 41591 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 27288 members 
Mstep: Class 37 contains 12098 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 7334 members 
Mstep: Class 40 contains 8304 members 
Mstep: Class 42 contains 11448 members 
Mstep: Class 43 contains 17696 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24744 members 
Mstep: Class 46 contains 12067 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 3507 members 
Mstep: Class 49 contains 5363 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2305 members 
Mstep: Class 52 contains 3746 members 
Mstep: Class 53 contains 5358 members 
Mstep: Class 54 contains 10689 members 
Mstep: Class 55 contains 3297 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6050 members 
Mstep: Class 58 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464736.000000 Penalty: 196811.812500
Iteration 109Q: 58 clusters Score -1.344647e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 243840 members 
Mstep: Class 6 contains 20573 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 22260 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40319 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 35520 members 
Mstep: Class 15 contains 134562 members 
Mstep: Class 16 contains 69647 members 
Mstep: Class 17 contains 14642 members 
Mstep: Class 18 contains 17118 members 
Mstep: Class 19 contains 4551 members 
Mstep: Class 20 contains 38118 members 
Mstep: Class 21 contains 50579 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 1437 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 10366 members 
Mstep: Class 31 contains 26171 members 
Mstep: Class 32 contains 4088 members 
Mstep: Class 33 contains 16578 members 
Mstep: Class 34 contains 41598 members 
Mstep: Class 35 contains 1920 members 
Mstep: Class 36 contains 27295 members 
Mstep: Class 37 contains 12067 members 
Mstep: Class 38 contains 1513 members 
Mstep: Class 39 contains 7326 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 42 contains 11429 members 
Mstep: Class 43 contains 17696 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24675 members 
Mstep: Class 46 contains 12072 members 
Mstep: Class 47 contains 5599 members 
Mstep: Class 48 contains 3528 members 
Mstep: Class 49 contains 5362 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2317 members 
Mstep: Class 52 contains 3751 members 
Mstep: Class 53 contains 5357 members 
Mstep: Class 54 contains 10688 members 
Mstep: Class 55 contains 3297 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6035 members 
Mstep: Class 58 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464704.000000 Penalty: 196811.812500
Iteration 110Q: 58 clusters Score -1.344647e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 46953 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 243836 members 
Mstep: Class 6 contains 20585 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 22246 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 40357 members 
Mstep: Class 12 contains 8588 members 
Mstep: Class 13 contains 4790 members 
Mstep: Class 14 contains 35523 members 
Mstep: Class 15 contains 134577 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 17082 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 50629 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5755 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 1447 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 13937 members 
Mstep: Class 30 contains 10360 members 
Mstep: Class 31 contains 26174 members 
Mstep: Class 32 contains 4105 members 
Mstep: Class 33 contains 16634 members 
Mstep: Class 34 contains 41607 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 12048 members 
Mstep: Class 38 contains 1527 members 
Mstep: Class 39 contains 7316 members 
Mstep: Class 40 contains 8279 members 
Mstep: Class 42 contains 11409 members 
Mstep: Class 43 contains 17696 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24578 members 
Mstep: Class 46 contains 12072 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 3543 members 
Mstep: Class 49 contains 5363 members 
Mstep: Class 50 contains 787 members 
Mstep: Class 51 contains 2326 members 
Mstep: Class 52 contains 3751 members 
Mstep: Class 53 contains 5357 members 
Mstep: Class 54 contains 10693 members 
Mstep: Class 55 contains 3298 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6023 members 
Mstep: Class 58 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465104.000000 Penalty: 196811.812500
Iteration 111Q: 58 clusters Score -1.344651e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2801 members 
Mstep: Class 3 contains 46861 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 243822 members 
Mstep: Class 6 contains 20589 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 22236 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 40385 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 4800 members 
Mstep: Class 14 contains 35522 members 
Mstep: Class 15 contains 134575 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 17065 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 38113 members 
Mstep: Class 21 contains 50680 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 1453 members 
Mstep: Class 28 contains 5442 members 
Mstep: Class 29 contains 13949 members 
Mstep: Class 30 contains 10363 members 
Mstep: Class 31 contains 26176 members 
Mstep: Class 32 contains 4113 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 41612 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27308 members 
Mstep: Class 37 contains 12019 members 
Mstep: Class 38 contains 1534 members 
Mstep: Class 39 contains 7311 members 
Mstep: Class 40 contains 8267 members 
Mstep: Class 42 contains 11394 members 
Mstep: Class 43 contains 17699 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24490 members 
Mstep: Class 46 contains 12070 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 3558 members 
Mstep: Class 49 contains 5362 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2335 members 
Mstep: Class 52 contains 3751 members 
Mstep: Class 53 contains 5357 members 
Mstep: Class 54 contains 10695 members 
Mstep: Class 55 contains 3317 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6017 members 
Mstep: Class 58 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134464992.000000 Penalty: 196811.812500
Iteration 112Q: 58 clusters Score -1.34465e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 46761 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 243811 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 22223 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 40409 members 
Mstep: Class 12 contains 8670 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 35521 members 
Mstep: Class 15 contains 134571 members 
Mstep: Class 16 contains 69640 members 
Mstep: Class 17 contains 14625 members 
Mstep: Class 18 contains 17057 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 38109 members 
Mstep: Class 21 contains 50746 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 13963 members 
Mstep: Class 30 contains 10358 members 
Mstep: Class 31 contains 26179 members 
Mstep: Class 32 contains 4132 members 
Mstep: Class 33 contains 16736 members 
Mstep: Class 34 contains 41618 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27313 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 7306 members 
Mstep: Class 40 contains 8253 members 
Mstep: Class 42 contains 11381 members 
Mstep: Class 43 contains 17703 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 24389 members 
Mstep: Class 46 contains 12074 members 
Mstep: Class 47 contains 5597 members 
Mstep: Class 48 contains 3583 members 
Mstep: Class 49 contains 5356 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2338 members 
Mstep: Class 52 contains 3751 members 
Mstep: Class 53 contains 5356 members 
Mstep: Class 54 contains 10695 members 
Mstep: Class 55 contains 3317 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6015 members 
Mstep: Class 58 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465184.000000 Penalty: 196811.812500
Iteration 113Q: 58 clusters Score -1.344652e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 46661 members 
Mstep: Class 4 contains 8693 members 
Mstep: Class 5 contains 243806 members 
Mstep: Class 6 contains 20623 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 22211 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 40440 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 35525 members 
Mstep: Class 15 contains 134570 members 
Mstep: Class 16 contains 69636 members 
Mstep: Class 17 contains 14619 members 
Mstep: Class 18 contains 17047 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 38108 members 
Mstep: Class 21 contains 50799 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 1464 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 13974 members 
Mstep: Class 30 contains 10353 members 
Mstep: Class 31 contains 26186 members 
Mstep: Class 32 contains 4153 members 
Mstep: Class 33 contains 16780 members 
Mstep: Class 34 contains 41615 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27322 members 
Mstep: Class 37 contains 11948 members 
Mstep: Class 38 contains 1544 members 
Mstep: Class 39 contains 7305 members 
Mstep: Class 40 contains 8232 members 
Mstep: Class 42 contains 11367 members 
Mstep: Class 43 contains 17706 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24270 members 
Mstep: Class 46 contains 12081 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 3603 members 
Mstep: Class 49 contains 5356 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2340 members 
Mstep: Class 52 contains 3751 members 
Mstep: Class 53 contains 5356 members 
Mstep: Class 54 contains 10704 members 
Mstep: Class 55 contains 3318 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6008 members 
Mstep: Class 58 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465232.000000 Penalty: 196811.812500
Iteration 114Q: 58 clusters Score -1.344652e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2795 members 
Mstep: Class 3 contains 46547 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 243784 members 
Mstep: Class 6 contains 20641 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 22193 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 40473 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 4840 members 
Mstep: Class 14 contains 35532 members 
Mstep: Class 15 contains 134572 members 
Mstep: Class 16 contains 69630 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 17034 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 21 contains 50865 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 1464 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 13988 members 
Mstep: Class 30 contains 10342 members 
Mstep: Class 31 contains 26193 members 
Mstep: Class 32 contains 4162 members 
Mstep: Class 33 contains 16813 members 
Mstep: Class 34 contains 41617 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27327 members 
Mstep: Class 37 contains 11915 members 
Mstep: Class 38 contains 1548 members 
Mstep: Class 39 contains 7301 members 
Mstep: Class 40 contains 8223 members 
Mstep: Class 42 contains 11352 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24141 members 
Mstep: Class 46 contains 12089 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 3626 members 
Mstep: Class 49 contains 5357 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2339 members 
Mstep: Class 52 contains 3753 members 
Mstep: Class 53 contains 5356 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3316 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6005 members 
Mstep: Class 58 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465232.000000 Penalty: 196811.812500
Iteration 115Q: 58 clusters Score -1.344652e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 46444 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 243764 members 
Mstep: Class 6 contains 20661 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 22177 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 40512 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 35535 members 
Mstep: Class 15 contains 134578 members 
Mstep: Class 16 contains 69623 members 
Mstep: Class 17 contains 14622 members 
Mstep: Class 18 contains 17022 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 50910 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5753 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1468 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 13995 members 
Mstep: Class 30 contains 10334 members 
Mstep: Class 31 contains 26203 members 
Mstep: Class 32 contains 4172 members 
Mstep: Class 33 contains 16861 members 
Mstep: Class 34 contains 41615 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27339 members 
Mstep: Class 37 contains 11860 members 
Mstep: Class 38 contains 1553 members 
Mstep: Class 39 contains 7298 members 
Mstep: Class 40 contains 8215 members 
Mstep: Class 42 contains 11321 members 
Mstep: Class 43 contains 17710 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 24027 members 
Mstep: Class 46 contains 12094 members 
Mstep: Class 47 contains 5599 members 
Mstep: Class 48 contains 3654 members 
Mstep: Class 49 contains 5357 members 
Mstep: Class 50 contains 784 members 
Mstep: Class 51 contains 2342 members 
Mstep: Class 52 contains 3755 members 
Mstep: Class 53 contains 5356 members 
Mstep: Class 54 contains 10717 members 
Mstep: Class 55 contains 3310 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 6001 members 
Mstep: Class 58 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465248.000000 Penalty: 196811.812500
Iteration 116Q: 58 clusters Score -1.344652e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 46324 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 243759 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 22161 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 40547 members 
Mstep: Class 12 contains 8928 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 35539 members 
Mstep: Class 15 contains 134585 members 
Mstep: Class 16 contains 69623 members 
Mstep: Class 17 contains 14624 members 
Mstep: Class 18 contains 17001 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 38100 members 
Mstep: Class 21 contains 50944 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5755 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1466 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14001 members 
Mstep: Class 30 contains 10328 members 
Mstep: Class 31 contains 26225 members 
Mstep: Class 32 contains 4179 members 
Mstep: Class 33 contains 16903 members 
Mstep: Class 34 contains 41621 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 27347 members 
Mstep: Class 37 contains 11830 members 
Mstep: Class 38 contains 1560 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 8202 members 
Mstep: Class 42 contains 11288 members 
Mstep: Class 43 contains 17718 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23913 members 
Mstep: Class 46 contains 12100 members 
Mstep: Class 47 contains 5599 members 
Mstep: Class 48 contains 3682 members 
Mstep: Class 49 contains 5357 members 
Mstep: Class 50 contains 784 members 
Mstep: Class 51 contains 2348 members 
Mstep: Class 52 contains 3759 members 
Mstep: Class 53 contains 5354 members 
Mstep: Class 54 contains 10716 members 
Mstep: Class 55 contains 3317 members 
Mstep: Class 56 contains 1511 members 
Mstep: Class 57 contains 5988 members 
Mstep: Class 58 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465056.000000 Penalty: 196811.812500
Iteration 117Q: 58 clusters Score -1.344651e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46212 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 243755 members 
Mstep: Class 6 contains 20701 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 22144 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 40573 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 4870 members 
Mstep: Class 14 contains 35542 members 
Mstep: Class 15 contains 134591 members 
Mstep: Class 16 contains 69619 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 16984 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38100 members 
Mstep: Class 21 contains 50968 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5755 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1468 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14011 members 
Mstep: Class 30 contains 10315 members 
Mstep: Class 31 contains 26249 members 
Mstep: Class 32 contains 4181 members 
Mstep: Class 33 contains 16945 members 
Mstep: Class 34 contains 41628 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 27356 members 
Mstep: Class 37 contains 11807 members 
Mstep: Class 38 contains 1574 members 
Mstep: Class 39 contains 7290 members 
Mstep: Class 40 contains 8194 members 
Mstep: Class 42 contains 11240 members 
Mstep: Class 43 contains 17725 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 23772 members 
Mstep: Class 46 contains 12111 members 
Mstep: Class 47 contains 5599 members 
Mstep: Class 48 contains 3717 members 
Mstep: Class 49 contains 5360 members 
Mstep: Class 50 contains 785 members 
Mstep: Class 51 contains 2352 members 
Mstep: Class 52 contains 3762 members 
Mstep: Class 53 contains 5354 members 
Mstep: Class 54 contains 10715 members 
Mstep: Class 55 contains 3324 members 
Mstep: Class 56 contains 1511 members 
Mstep: Class 57 contains 5971 members 
Mstep: Class 58 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134465360.000000 Penalty: 196811.812500
Iteration 118Q: 58 clusters Score -1.344654e+08 nChanged 869
Entering ConstructFrom: 
Score: -134465360.000000 Penalty: 196811.812500
Entering ConstructFrom: 
Trying to split cluster 1 (27395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Entering Unmasked Estep 
Score: -3423014.500000 Penalty: 2534.092773
	Iteration 0F: 2 clusters Score -3423014 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 13773 members 
Entering Unmasked Estep 
Score: -3403998.500000 Penalty: 5068.185547
	Iteration 0F: 3 clusters Score -3403998 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3410644.500000 Penalty: 5068.185547
	Iteration 1F: 3 clusters Score -3410644 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3411041.000000 Penalty: 5068.185547
	Iteration 2Q: 3 clusters Score -3411041 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3411430.750000 Penalty: 5068.185547
	Iteration 3Q: 3 clusters Score -3411431 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3411823.000000 Penalty: 5068.185547
	Iteration 4Q: 3 clusters Score -3411823 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3412293.000000 Penalty: 5068.185547
	Iteration 5Q: 3 clusters Score -3412293 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3412883.750000 Penalty: 5068.185547
	Iteration 6Q: 3 clusters Score -3412884 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3413676.500000 Penalty: 5068.185547
	Iteration 7F: 3 clusters Score -3413676 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3414711.250000 Penalty: 5068.185547
	Iteration 8F: 3 clusters Score -3414711 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3415897.500000 Penalty: 5068.185547
	Iteration 9F: 3 clusters Score -3415898 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3417063.250000 Penalty: 5068.185547
	Iteration 10F: 3 clusters Score -3417063 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3418261.250000 Penalty: 5068.185547
	Iteration 11F: 3 clusters Score -3418261 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3419220.250000 Penalty: 5068.185547
	Iteration 12Q: 3 clusters Score -3419220 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3419880.250000 Penalty: 5068.185547
	Iteration 13Q: 3 clusters Score -3419880 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3420252.750000 Penalty: 5068.185547
	Iteration 14Q: 3 clusters Score -3420253 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3420460.750000 Penalty: 5068.185547
	Iteration 15Q: 3 clusters Score -3420461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3420586.750000 Penalty: 5068.185547
	Iteration 16Q: 3 clusters Score -3420587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3420652.000000 Penalty: 5068.185547
	Iteration 17Q: 3 clusters Score -3420652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3420680.750000 Penalty: 5068.185547
	Iteration 18Q: 3 clusters Score -3420681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3420702.750000 Penalty: 5068.185547
	Iteration 19Q: 3 clusters Score -3420703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3420735.250000 Penalty: 5068.185547
	Iteration 20F: 3 clusters Score -3420735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3420761.250000 Penalty: 5068.185547
	Iteration 21Q: 3 clusters Score -3420761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3420766.000000 Penalty: 5068.185547
	Iteration 22Q: 3 clusters Score -3420766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3420767.250000 Penalty: 5068.185547
	Iteration 23Q: 3 clusters Score -3420767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3420768.500000 Penalty: 5068.185547
	Iteration 24Q: 3 clusters Score -3420768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3420775.250000 Penalty: 5068.185547
	Iteration 25Q: 3 clusters Score -3420775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3420776.000000 Penalty: 5068.185547
	Iteration 26Q: 3 clusters Score -3420776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3420781.000000 Penalty: 5068.185547
	Iteration 27Q: 3 clusters Score -3420781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3420784.750000 Penalty: 5068.185547
	Iteration 28Q: 3 clusters Score -3420785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3420784.750000 Penalty: 5068.185547
	Iteration 29F: 3 clusters Score -3420785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -334994.968750 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -334995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -331909.937500 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -331909.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -332782.000000 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -332782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -333123.718750 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -333123.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -333308.875000 Penalty: 3935.341064
	Iteration 3F: 3 clusters Score -333308.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -333478.781250 Penalty: 3935.341064
	Iteration 4F: 3 clusters Score -333478.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -333633.875000 Penalty: 3935.341064
	Iteration 5Q: 3 clusters Score -333633.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -333768.437500 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -333768.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -333885.843750 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -333885.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -333971.062500 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -333971.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -334038.843750 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -334038.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -334101.250000 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -334101.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -334136.437500 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -334136.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -334150.218750 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -334150.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -334159.281250 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -334159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -334166.093750 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -334166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -334173.968750 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -334174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -334183.031250 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -334183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -334187.312500 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -334187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -334191.656250 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -334191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -334195.312500 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -334195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -334201.500000 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -334201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -334203.968750 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -334204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -334207.656250 Penalty: 3935.341064
	Iteration 22Q: 3 clusters Score -334207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -334208.937500 Penalty: 3935.341064
	Iteration 23Q: 3 clusters Score -334208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -334210.125000 Penalty: 3935.341064
	Iteration 24Q: 3 clusters Score -334210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -334210.593750 Penalty: 3935.341064
	Iteration 25Q: 3 clusters Score -334210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -334211.468750 Penalty: 3935.341064
	Iteration 26Q: 3 clusters Score -334211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -334212.093750 Penalty: 3935.341064
	Iteration 27Q: 3 clusters Score -334212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -334213.750000 Penalty: 3935.341064
	Iteration 28Q: 3 clusters Score -334213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -334213.750000 Penalty: 3935.341064
	Iteration 29F: 3 clusters Score -334213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Entering Unmasked Estep 
Score: -5723095.000000 Penalty: 2663.224121
	Iteration 0F: 2 clusters Score -5723095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5692009.000000 Penalty: 5326.448242
	Iteration 0F: 3 clusters Score -5692009 nChanged 21065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5703729.500000 Penalty: 5326.448242
	Iteration 1F: 3 clusters Score -5703730 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5704282.000000 Penalty: 5326.448242
	Iteration 2Q: 3 clusters Score -5704282 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5704793.000000 Penalty: 5326.448242
	Iteration 3Q: 3 clusters Score -5704793 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5705313.000000 Penalty: 5326.448242
	Iteration 4Q: 3 clusters Score -5705313 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -5705982.000000 Penalty: 5326.448242
	Iteration 5Q: 3 clusters Score -5705982 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5706891.000000 Penalty: 5326.448242
	Iteration 6Q: 3 clusters Score -5706891 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5708160.500000 Penalty: 5326.448242
	Iteration 7Q: 3 clusters Score -5708160 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5709999.000000 Penalty: 5326.448242
	Iteration 8F: 3 clusters Score -5709999 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5712399.000000 Penalty: 5326.448242
	Iteration 9F: 3 clusters Score -5712399 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5714966.500000 Penalty: 5326.448242
	Iteration 10F: 3 clusters Score -5714966 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5717193.000000 Penalty: 5326.448242
	Iteration 11F: 3 clusters Score -5717193 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -5718743.500000 Penalty: 5326.448242
	Iteration 12Q: 3 clusters Score -5718744 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -5719652.500000 Penalty: 5326.448242
	Iteration 13Q: 3 clusters Score -5719652 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5720127.500000 Penalty: 5326.448242
	Iteration 14Q: 3 clusters Score -5720128 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5720390.000000 Penalty: 5326.448242
	Iteration 15Q: 3 clusters Score -5720390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -5720522.500000 Penalty: 5326.448242
	Iteration 16Q: 3 clusters Score -5720522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5720635.500000 Penalty: 5326.448242
	Iteration 17Q: 3 clusters Score -5720636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -5720691.500000 Penalty: 5326.448242
	Iteration 18Q: 3 clusters Score -5720692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5720740.500000 Penalty: 5326.448242
	Iteration 19Q: 3 clusters Score -5720740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5720767.000000 Penalty: 5326.448242
	Iteration 20F: 3 clusters Score -5720767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5720783.000000 Penalty: 5326.448242
	Iteration 21Q: 3 clusters Score -5720783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -5720795.500000 Penalty: 5326.448242
	Iteration 22Q: 3 clusters Score -5720796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -5720810.000000 Penalty: 5326.448242
	Iteration 23Q: 3 clusters Score -5720810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5720819.000000 Penalty: 5326.448242
	Iteration 24Q: 3 clusters Score -5720819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5720826.000000 Penalty: 5326.448242
	Iteration 25Q: 3 clusters Score -5720826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -5720825.500000 Penalty: 5326.448242
	Iteration 26Q: 3 clusters Score -5720826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5720827.500000 Penalty: 5326.448242
	Iteration 27Q: 3 clusters Score -5720828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5720832.500000 Penalty: 5326.448242
	Iteration 28Q: 3 clusters Score -5720832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5720830.000000 Penalty: 5326.448242
	Iteration 29Q: 3 clusters Score -5720830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -5720832.000000 Penalty: 5326.448242
	Iteration 30Q: 3 clusters Score -5720832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -5720832.000000 Penalty: 5326.448242
	Iteration 31F: 3 clusters Score -5720832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1068200.625000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1068201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1061345.375000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1061345 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1063278.875000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1063279 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1063591.375000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1063591 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1063873.875000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1063874 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1064203.375000 Penalty: 4497.427246
	Iteration 4F: 3 clusters Score -1064203 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1064562.375000 Penalty: 4497.427246
	Iteration 5F: 3 clusters Score -1064562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1064947.875000 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -1064948 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1065350.625000 Penalty: 4497.427246
	Iteration 7F: 3 clusters Score -1065351 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1065719.500000 Penalty: 4497.427246
	Iteration 8F: 3 clusters Score -1065720 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1066026.750000 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -1066027 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1066250.750000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1066251 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1066408.375000 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1066408 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1066512.250000 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1066512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1066605.250000 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1066605 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1066678.625000 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1066679 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1066744.375000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1066744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1066810.375000 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1066810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1066865.250000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1066865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1066930.250000 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1066930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1067003.000000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1067003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1067079.375000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1067079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1067157.375000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1067157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1067230.625000 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1067231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1067301.000000 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1067301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1067355.375000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1067355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1067403.250000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1067403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1067449.500000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1067450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1067494.500000 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1067494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1067528.000000 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1067528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1067557.000000 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1067557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1067574.375000 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -1067574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1067588.250000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -1067588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1067592.625000 Penalty: 4497.427246
	Iteration 32Q: 3 clusters Score -1067593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1067595.125000 Penalty: 4497.427246
	Iteration 33Q: 3 clusters Score -1067595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1067600.750000 Penalty: 4497.427246
	Iteration 34Q: 3 clusters Score -1067601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1067602.875000 Penalty: 4497.427246
	Iteration 35Q: 3 clusters Score -1067603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1067608.000000 Penalty: 4497.427246
	Iteration 36Q: 3 clusters Score -1067608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1067611.375000 Penalty: 4497.427246
	Iteration 37Q: 3 clusters Score -1067611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1067614.125000 Penalty: 4497.427246
	Iteration 38Q: 3 clusters Score -1067614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1067615.250000 Penalty: 4497.427246
	Iteration 39Q: 3 clusters Score -1067615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1067616.125000 Penalty: 4497.427246
	Iteration 40F: 3 clusters Score -1067616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1067615.750000 Penalty: 4497.427246
	Iteration 41Q: 3 clusters Score -1067616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1067616.375000 Penalty: 4497.427246
	Iteration 42Q: 3 clusters Score -1067616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1067618.500000 Penalty: 4497.427246
	Iteration 43Q: 3 clusters Score -1067618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1067617.875000 Penalty: 4497.427246
	Iteration 44Q: 3 clusters Score -1067618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1067617.750000 Penalty: 4497.427246
	Iteration 45Q: 3 clusters Score -1067618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1067619.500000 Penalty: 4497.427246
	Iteration 46Q: 3 clusters Score -1067620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1067619.000000 Penalty: 4497.427246
	Iteration 47Q: 3 clusters Score -1067619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1067618.750000 Penalty: 4497.427246
	Iteration 48Q: 3 clusters Score -1067619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1067620.875000 Penalty: 4497.427246
	Iteration 49Q: 3 clusters Score -1067621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1067622.125000 Penalty: 4497.427246
	Iteration 50Q: 3 clusters Score -1067622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1067621.750000 Penalty: 4497.427246
	Iteration 51Q: 3 clusters Score -1067622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1067621.750000 Penalty: 4497.427246
	Iteration 52Q: 3 clusters Score -1067622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1067621.750000 Penalty: 4497.427246
	Iteration 53F: 3 clusters Score -1067622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243738 members 
Entering Unmasked Estep 
Score: -30605912.000000 Penalty: 3076.154785
	Iteration 0F: 2 clusters Score -3.060591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 121892 members 
Entering Unmasked Estep 
Score: -30463652.000000 Penalty: 6152.309570
	Iteration 0F: 3 clusters Score -3.046365e+07 nChanged 117244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122098 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -30532808.000000 Penalty: 6152.309570
	Iteration 1F: 3 clusters Score -3.053281e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121736 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -30534292.000000 Penalty: 6152.309570
	Iteration 2Q: 3 clusters Score -3.053429e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -30536056.000000 Penalty: 6152.309570
	Iteration 3Q: 3 clusters Score -3.053606e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -30538790.000000 Penalty: 6152.309570
	Iteration 4Q: 3 clusters Score -3.053879e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -30541580.000000 Penalty: 6152.309570
	Iteration 5Q: 3 clusters Score -3.054158e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -30545446.000000 Penalty: 6152.309570
	Iteration 6Q: 3 clusters Score -3.054545e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 135769 members 
Entering Unmasked Estep 
Score: -30550310.000000 Penalty: 6152.309570
	Iteration 7Q: 3 clusters Score -3.055031e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -30556550.000000 Penalty: 6152.309570
	Iteration 8F: 3 clusters Score -3.055655e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -30563518.000000 Penalty: 6152.309570
	Iteration 9F: 3 clusters Score -3.056352e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -30571130.000000 Penalty: 6152.309570
	Iteration 10F: 3 clusters Score -3.057113e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -30578212.000000 Penalty: 6152.309570
	Iteration 11F: 3 clusters Score -3.057821e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 188718 members 
Entering Unmasked Estep 
Score: -30585364.000000 Penalty: 6152.309570
	Iteration 12F: 3 clusters Score -3.058536e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 199181 members 
Entering Unmasked Estep 
Score: -30591866.000000 Penalty: 6152.309570
	Iteration 13Q: 3 clusters Score -3.059187e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 207570 members 
Entering Unmasked Estep 
Score: -30596496.000000 Penalty: 6152.309570
	Iteration 14Q: 3 clusters Score -3.05965e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 213958 members 
Entering Unmasked Estep 
Score: -30599644.000000 Penalty: 6152.309570
	Iteration 15Q: 3 clusters Score -3.059964e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 218849 members 
Entering Unmasked Estep 
Score: -30601170.000000 Penalty: 6152.309570
	Iteration 16Q: 3 clusters Score -3.060117e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 222707 members 
Entering Unmasked Estep 
Score: -30602266.000000 Penalty: 6152.309570
	Iteration 17Q: 3 clusters Score -3.060227e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 225934 members 
Entering Unmasked Estep 
Score: -30603268.000000 Penalty: 6152.309570
	Iteration 18Q: 3 clusters Score -3.060327e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 228483 members 
Entering Unmasked Estep 
Score: -30603866.000000 Penalty: 6152.309570
	Iteration 19Q: 3 clusters Score -3.060387e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 230465 members 
Entering Unmasked Estep 
Score: -30604350.000000 Penalty: 6152.309570
	Iteration 20F: 3 clusters Score -3.060435e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 232034 members 
Entering Unmasked Estep 
Score: -30605036.000000 Penalty: 6152.309570
	Iteration 21Q: 3 clusters Score -3.060504e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 233272 members 
Entering Unmasked Estep 
Score: -30605220.000000 Penalty: 6152.309570
	Iteration 22Q: 3 clusters Score -3.060522e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 234282 members 
Entering Unmasked Estep 
Score: -30605340.000000 Penalty: 6152.309570
	Iteration 23Q: 3 clusters Score -3.060534e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 235090 members 
Entering Unmasked Estep 
Score: -30605450.000000 Penalty: 6152.309570
	Iteration 24Q: 3 clusters Score -3.060545e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 235761 members 
Entering Unmasked Estep 
Score: -30605592.000000 Penalty: 6152.309570
	Iteration 25Q: 3 clusters Score -3.060559e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 236304 members 
Entering Unmasked Estep 
Score: -30605656.000000 Penalty: 6152.309570
	Iteration 26Q: 3 clusters Score -3.060566e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 236754 members 
Entering Unmasked Estep 
Score: -30605622.000000 Penalty: 6152.309570
	Iteration 27Q: 3 clusters Score -3.060562e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 237126 members 
Entering Unmasked Estep 
Score: -30605668.000000 Penalty: 6152.309570
	Iteration 28Q: 3 clusters Score -3.060567e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 237460 members 
Entering Unmasked Estep 
Score: -30605618.000000 Penalty: 6152.309570
	Iteration 29Q: 3 clusters Score -3.060562e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 237746 members 
Entering Unmasked Estep 
Score: -30605608.000000 Penalty: 6152.309570
	Iteration 30Q: 3 clusters Score -3.060561e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 237957 members 
Entering Unmasked Estep 
Score: -30605630.000000 Penalty: 6152.309570
	Iteration 31Q: 3 clusters Score -3.060563e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 238157 members 
Entering Unmasked Estep 
Score: -30605646.000000 Penalty: 6152.309570
	Iteration 32Q: 3 clusters Score -3.060565e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 238337 members 
Entering Unmasked Estep 
Score: -30605628.000000 Penalty: 6152.309570
	Iteration 33Q: 3 clusters Score -3.060563e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 238486 members 
Entering Unmasked Estep 
Score: -30605604.000000 Penalty: 6152.309570
	Iteration 34Q: 3 clusters Score -3.06056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 238617 members 
Entering Unmasked Estep 
Score: -30605646.000000 Penalty: 6152.309570
	Iteration 35Q: 3 clusters Score -3.060565e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 238727 members 
Entering Unmasked Estep 
Score: -30605654.000000 Penalty: 6152.309570
	Iteration 36Q: 3 clusters Score -3.060565e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 238826 members 
Entering Unmasked Estep 
Score: -30605640.000000 Penalty: 6152.309570
	Iteration 37Q: 3 clusters Score -3.060564e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 238902 members 
Entering Unmasked Estep 
Score: -30605588.000000 Penalty: 6152.309570
	Iteration 38Q: 3 clusters Score -3.060559e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 238968 members 
Entering Unmasked Estep 
Score: -30605610.000000 Penalty: 6152.309570
	Iteration 39Q: 3 clusters Score -3.060561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 239029 members 
Entering Unmasked Estep 
Score: -30605618.000000 Penalty: 6152.309570
	Iteration 40F: 3 clusters Score -3.060562e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 239096 members 
Entering Unmasked Estep 
Score: -30605582.000000 Penalty: 6152.309570
	Iteration 41Q: 3 clusters Score -3.060558e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 239170 members 
Entering Unmasked Estep 
Score: -30605554.000000 Penalty: 6152.309570
	Iteration 42Q: 3 clusters Score -3.060555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 239230 members 
Entering Unmasked Estep 
Score: -30605566.000000 Penalty: 6152.309570
	Iteration 43Q: 3 clusters Score -3.060557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 239274 members 
Entering Unmasked Estep 
Score: -30605578.000000 Penalty: 6152.309570
	Iteration 44Q: 3 clusters Score -3.060558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 239305 members 
Entering Unmasked Estep 
Score: -30605568.000000 Penalty: 6152.309570
	Iteration 45Q: 3 clusters Score -3.060557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 239334 members 
Entering Unmasked Estep 
Score: -30605592.000000 Penalty: 6152.309570
	Iteration 46Q: 3 clusters Score -3.060559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 239354 members 
Entering Unmasked Estep 
Score: -30605590.000000 Penalty: 6152.309570
	Iteration 47Q: 3 clusters Score -3.060559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 239376 members 
Entering Unmasked Estep 
Score: -30605564.000000 Penalty: 6152.309570
	Iteration 48Q: 3 clusters Score -3.060556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 239391 members 
Entering Unmasked Estep 
Score: -30605544.000000 Penalty: 6152.309570
	Iteration 49Q: 3 clusters Score -3.060554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 239404 members 
Entering Unmasked Estep 
Score: -30605548.000000 Penalty: 6152.309570
	Iteration 50Q: 3 clusters Score -3.060555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 239423 members 
Entering Unmasked Estep 
Score: -30605552.000000 Penalty: 6152.309570
	Iteration 51Q: 3 clusters Score -3.060555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -30605550.000000 Penalty: 6152.309570
	Iteration 52Q: 3 clusters Score -3.060555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 239459 members 
Entering Unmasked Estep 
Score: -30605526.000000 Penalty: 6152.309570
	Iteration 53Q: 3 clusters Score -3.060553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 239477 members 
Entering Unmasked Estep 
Score: -30605530.000000 Penalty: 6152.309570
	Iteration 54Q: 3 clusters Score -3.060553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 239498 members 
Entering Unmasked Estep 
Score: -30605490.000000 Penalty: 6152.309570
	Iteration 55Q: 3 clusters Score -3.060549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 239518 members 
Entering Unmasked Estep 
Score: -30605484.000000 Penalty: 6152.309570
	Iteration 56Q: 3 clusters Score -3.060548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 239536 members 
Entering Unmasked Estep 
Score: -30605472.000000 Penalty: 6152.309570
	Iteration 57Q: 3 clusters Score -3.060547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 239555 members 
Entering Unmasked Estep 
Score: -30605466.000000 Penalty: 6152.309570
	Iteration 58Q: 3 clusters Score -3.060547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 239573 members 
Entering Unmasked Estep 
Score: -30605472.000000 Penalty: 6152.309570
	Iteration 59Q: 3 clusters Score -3.060547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 239588 members 
Entering Unmasked Estep 
Score: -30605470.000000 Penalty: 6152.309570
	Iteration 60F: 3 clusters Score -3.060547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 239606 members 
Entering Unmasked Estep 
Score: -30605478.000000 Penalty: 6152.309570
	Iteration 61Q: 3 clusters Score -3.060548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 239624 members 
Entering Unmasked Estep 
Score: -30605472.000000 Penalty: 6152.309570
	Iteration 62Q: 3 clusters Score -3.060547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 239639 members 
Entering Unmasked Estep 
Score: -30605460.000000 Penalty: 6152.309570
	Iteration 63Q: 3 clusters Score -3.060546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 239653 members 
Entering Unmasked Estep 
Score: -30605460.000000 Penalty: 6152.309570
	Iteration 64Q: 3 clusters Score -3.060546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 239670 members 
Entering Unmasked Estep 
Score: -30605444.000000 Penalty: 6152.309570
	Iteration 65Q: 3 clusters Score -3.060544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 239684 members 
Entering Unmasked Estep 
Score: -30605452.000000 Penalty: 6152.309570
	Iteration 66Q: 3 clusters Score -3.060545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 239696 members 
Entering Unmasked Estep 
Score: -30605464.000000 Penalty: 6152.309570
	Iteration 67Q: 3 clusters Score -3.060546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 239711 members 
Entering Unmasked Estep 
Score: -30605422.000000 Penalty: 6152.309570
	Iteration 68Q: 3 clusters Score -3.060542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 239716 members 
Entering Unmasked Estep 
Score: -30605440.000000 Penalty: 6152.309570
	Iteration 69Q: 3 clusters Score -3.060544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 239718 members 
Entering Unmasked Estep 
Score: -30605422.000000 Penalty: 6152.309570
	Iteration 70Q: 3 clusters Score -3.060542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 239721 members 
Entering Unmasked Estep 
Score: -30605424.000000 Penalty: 6152.309570
	Iteration 71Q: 3 clusters Score -3.060542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 239723 members 
Entering Unmasked Estep 
Score: -30605420.000000 Penalty: 6152.309570
	Iteration 72Q: 3 clusters Score -3.060542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 239724 members 
Entering Unmasked Estep 
Score: -30605424.000000 Penalty: 6152.309570
	Iteration 73Q: 3 clusters Score -3.060542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 239726 members 
Entering Unmasked Estep 
Score: -30605414.000000 Penalty: 6152.309570
	Iteration 74Q: 3 clusters Score -3.060541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 239729 members 
Entering Unmasked Estep 
Score: -30605384.000000 Penalty: 6152.309570
	Iteration 75Q: 3 clusters Score -3.060538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 239731 members 
Entering Unmasked Estep 
Score: -30605396.000000 Penalty: 6152.309570
	Iteration 76Q: 3 clusters Score -3.06054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 239731 members 
Entering Unmasked Estep 
Score: -30605396.000000 Penalty: 6152.309570
	Iteration 77F: 3 clusters Score -3.06054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Entering Unmasked Estep 
Score: -2556561.750000 Penalty: 2464.883789
	Iteration 0F: 2 clusters Score -2556562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2542038.000000 Penalty: 4929.767578
	Iteration 0F: 3 clusters Score -2542038 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2546917.250000 Penalty: 4929.767578
	Iteration 1F: 3 clusters Score -2546917 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2547511.750000 Penalty: 4929.767578
	Iteration 2F: 3 clusters Score -2547512 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2548107.500000 Penalty: 4929.767578
	Iteration 3F: 3 clusters Score -2548108 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2548733.250000 Penalty: 4929.767578
	Iteration 4F: 3 clusters Score -2548733 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2549502.250000 Penalty: 4929.767578
	Iteration 5F: 3 clusters Score -2549502 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2550413.500000 Penalty: 4929.767578
	Iteration 6F: 3 clusters Score -2550414 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2551484.500000 Penalty: 4929.767578
	Iteration 7F: 3 clusters Score -2551484 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2552514.250000 Penalty: 4929.767578
	Iteration 8F: 3 clusters Score -2552514 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2553287.500000 Penalty: 4929.767578
	Iteration 9Q: 3 clusters Score -2553288 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2553810.000000 Penalty: 4929.767578
	Iteration 10Q: 3 clusters Score -2553810 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2554079.000000 Penalty: 4929.767578
	Iteration 11Q: 3 clusters Score -2554079 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2554224.000000 Penalty: 4929.767578
	Iteration 12Q: 3 clusters Score -2554224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2554326.250000 Penalty: 4929.767578
	Iteration 13Q: 3 clusters Score -2554326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2554382.750000 Penalty: 4929.767578
	Iteration 14Q: 3 clusters Score -2554383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2554401.250000 Penalty: 4929.767578
	Iteration 15Q: 3 clusters Score -2554401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2554419.500000 Penalty: 4929.767578
	Iteration 16Q: 3 clusters Score -2554420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2554431.750000 Penalty: 4929.767578
	Iteration 17Q: 3 clusters Score -2554432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2554436.500000 Penalty: 4929.767578
	Iteration 18Q: 3 clusters Score -2554436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2554451.500000 Penalty: 4929.767578
	Iteration 19Q: 3 clusters Score -2554452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2554453.500000 Penalty: 4929.767578
	Iteration 20F: 3 clusters Score -2554454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2554463.000000 Penalty: 4929.767578
	Iteration 21Q: 3 clusters Score -2554463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2554465.500000 Penalty: 4929.767578
	Iteration 22Q: 3 clusters Score -2554466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2554465.750000 Penalty: 4929.767578
	Iteration 23Q: 3 clusters Score -2554466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2554463.500000 Penalty: 4929.767578
	Iteration 24Q: 3 clusters Score -2554464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2554469.250000 Penalty: 4929.767578
	Iteration 25Q: 3 clusters Score -2554469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2554470.000000 Penalty: 4929.767578
	Iteration 26Q: 3 clusters Score -2554470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2554469.750000 Penalty: 4929.767578
	Iteration 27Q: 3 clusters Score -2554470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2554473.000000 Penalty: 4929.767578
	Iteration 28Q: 3 clusters Score -2554473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2554475.000000 Penalty: 4929.767578
	Iteration 29Q: 3 clusters Score -2554475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2554475.000000 Penalty: 4929.767578
	Iteration 30F: 3 clusters Score -2554475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -36910.929688 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -36910.93 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 125 members 
Entering Unmasked Estep 
Score: -35930.777344 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -35930.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36148.789062 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -36148.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36227.070312 Penalty: 2835.645752
	Iteration 2Q: 3 clusters Score -36227.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36242.039062 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -36242.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36253.757812 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -36253.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36255.671875 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -36255.67 nChanged 1
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: -36257.570312 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -36257.57 nChanged 0
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: -36257.570312 Penalty: 2835.645752
	Iteration 7F: 3 clusters Score -36257.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -534102.250000 Penalty: 2014.127075
	Iteration 0F: 2 clusters Score -534102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -530674.312500 Penalty: 4028.254150
	Iteration 0F: 3 clusters Score -530674.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -532094.812500 Penalty: 4028.254150
	Iteration 1F: 3 clusters Score -532094.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -532781.875000 Penalty: 4028.254150
	Iteration 2F: 3 clusters Score -532781.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -533269.937500 Penalty: 4028.254150
	Iteration 3F: 3 clusters Score -533269.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -533567.062500 Penalty: 4028.254150
	Iteration 4F: 3 clusters Score -533567.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -533710.500000 Penalty: 4028.254150
	Iteration 5Q: 3 clusters Score -533710.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -533786.875000 Penalty: 4028.254150
	Iteration 6Q: 3 clusters Score -533786.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -533843.125000 Penalty: 4028.254150
	Iteration 7Q: 3 clusters Score -533843.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -533877.125000 Penalty: 4028.254150
	Iteration 8Q: 3 clusters Score -533877.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -533901.562500 Penalty: 4028.254150
	Iteration 9Q: 3 clusters Score -533901.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -533918.437500 Penalty: 4028.254150
	Iteration 10Q: 3 clusters Score -533918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -533928.750000 Penalty: 4028.254150
	Iteration 11Q: 3 clusters Score -533928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -533935.812500 Penalty: 4028.254150
	Iteration 12Q: 3 clusters Score -533935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -533945.437500 Penalty: 4028.254150
	Iteration 13Q: 3 clusters Score -533945.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -533954.125000 Penalty: 4028.254150
	Iteration 14Q: 3 clusters Score -533954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -533970.125000 Penalty: 4028.254150
	Iteration 15Q: 3 clusters Score -533970.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -533991.312500 Penalty: 4028.254150
	Iteration 16Q: 3 clusters Score -533991.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -534016.875000 Penalty: 4028.254150
	Iteration 17Q: 3 clusters Score -534016.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -534037.937500 Penalty: 4028.254150
	Iteration 18Q: 3 clusters Score -534037.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -534063.750000 Penalty: 4028.254150
	Iteration 19Q: 3 clusters Score -534063.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -534091.625000 Penalty: 4028.254150
	Iteration 20F: 3 clusters Score -534091.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -534130.687500 Penalty: 4028.254150
	Iteration 21Q: 3 clusters Score -534130.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -534171.750000 Penalty: 4028.254150
	Iteration 22Q: 3 clusters Score -534171.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -534203.000000 Penalty: 4028.254150
	Iteration 23Q: 3 clusters Score -534203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -534227.000000 Penalty: 4028.254150
	Iteration 24Q: 3 clusters Score -534227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -534246.375000 Penalty: 4028.254150
	Iteration 25Q: 3 clusters Score -534246.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -534282.937500 Penalty: 4028.254150
	Iteration 26Q: 3 clusters Score -534282.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -534350.125000 Penalty: 4028.254150
	Iteration 27Q: 3 clusters Score -534350.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -534384.437500 Penalty: 4028.254150
	Iteration 28Q: 3 clusters Score -534384.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -534412.937500 Penalty: 4028.254150
	Iteration 29Q: 3 clusters Score -534412.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -534430.187500 Penalty: 4028.254150
	Iteration 30Q: 3 clusters Score -534430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -534441.625000 Penalty: 4028.254150
	Iteration 31Q: 3 clusters Score -534441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -534445.875000 Penalty: 4028.254150
	Iteration 32Q: 3 clusters Score -534445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -534451.750000 Penalty: 4028.254150
	Iteration 33Q: 3 clusters Score -534451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -534457.250000 Penalty: 4028.254150
	Iteration 34Q: 3 clusters Score -534457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -534462.187500 Penalty: 4028.254150
	Iteration 35Q: 3 clusters Score -534462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -534465.812500 Penalty: 4028.254150
	Iteration 36Q: 3 clusters Score -534465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -534467.437500 Penalty: 4028.254150
	Iteration 37Q: 3 clusters Score -534467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -534468.125000 Penalty: 4028.254150
	Iteration 38Q: 3 clusters Score -534468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -534467.125000 Penalty: 4028.254150
	Iteration 39Q: 3 clusters Score -534467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -534470.312500 Penalty: 4028.254150
	Iteration 40F: 3 clusters Score -534470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -534470.250000 Penalty: 4028.254150
	Iteration 41Q: 3 clusters Score -534470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -534471.125000 Penalty: 4028.254150
	Iteration 42Q: 3 clusters Score -534471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -534471.312500 Penalty: 4028.254150
	Iteration 43Q: 3 clusters Score -534471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -534471.312500 Penalty: 4028.254150
	Iteration 44F: 3 clusters Score -534471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 1691 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Entering Unmasked Estep 
Score: -134464912.000000 Penalty: 200264.656250
Splitting cluster 8 changes total score from -134465360.000000 to -134464912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (22126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Entering Unmasked Estep 
Score: -2716704.750000 Penalty: 2481.118164
	Iteration 0F: 2 clusters Score -2716705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2701218.500000 Penalty: 4962.236328
	Iteration 0F: 3 clusters Score -2701218 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2706642.500000 Penalty: 4962.236328
	Iteration 1F: 3 clusters Score -2706642 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2707443.500000 Penalty: 4962.236328
	Iteration 2F: 3 clusters Score -2707444 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2708441.500000 Penalty: 4962.236328
	Iteration 3F: 3 clusters Score -2708442 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2709597.250000 Penalty: 4962.236328
	Iteration 4F: 3 clusters Score -2709597 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2710835.750000 Penalty: 4962.236328
	Iteration 5F: 3 clusters Score -2710836 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2711905.750000 Penalty: 4962.236328
	Iteration 6F: 3 clusters Score -2711906 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2712682.000000 Penalty: 4962.236328
	Iteration 7F: 3 clusters Score -2712682 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2713202.750000 Penalty: 4962.236328
	Iteration 8Q: 3 clusters Score -2713203 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2713566.500000 Penalty: 4962.236328
	Iteration 9Q: 3 clusters Score -2713566 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2713840.250000 Penalty: 4962.236328
	Iteration 10Q: 3 clusters Score -2713840 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2714047.500000 Penalty: 4962.236328
	Iteration 11Q: 3 clusters Score -2714048 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2714237.500000 Penalty: 4962.236328
	Iteration 12Q: 3 clusters Score -2714238 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2714386.250000 Penalty: 4962.236328
	Iteration 13Q: 3 clusters Score -2714386 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2714506.750000 Penalty: 4962.236328
	Iteration 14Q: 3 clusters Score -2714507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2714594.000000 Penalty: 4962.236328
	Iteration 15Q: 3 clusters Score -2714594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2714674.750000 Penalty: 4962.236328
	Iteration 16Q: 3 clusters Score -2714675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2714745.000000 Penalty: 4962.236328
	Iteration 17Q: 3 clusters Score -2714745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2714829.000000 Penalty: 4962.236328
	Iteration 18Q: 3 clusters Score -2714829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2714899.000000 Penalty: 4962.236328
	Iteration 19Q: 3 clusters Score -2714899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2714960.750000 Penalty: 4962.236328
	Iteration 20F: 3 clusters Score -2714961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2715027.500000 Penalty: 4962.236328
	Iteration 21Q: 3 clusters Score -2715028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2715071.500000 Penalty: 4962.236328
	Iteration 22Q: 3 clusters Score -2715072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2715108.500000 Penalty: 4962.236328
	Iteration 23Q: 3 clusters Score -2715108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2715143.250000 Penalty: 4962.236328
	Iteration 24Q: 3 clusters Score -2715143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2715177.000000 Penalty: 4962.236328
	Iteration 25Q: 3 clusters Score -2715177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715204.250000 Penalty: 4962.236328
	Iteration 26Q: 3 clusters Score -2715204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2715233.000000 Penalty: 4962.236328
	Iteration 27Q: 3 clusters Score -2715233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2715244.000000 Penalty: 4962.236328
	Iteration 28Q: 3 clusters Score -2715244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2715251.000000 Penalty: 4962.236328
	Iteration 29Q: 3 clusters Score -2715251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2715255.250000 Penalty: 4962.236328
	Iteration 30Q: 3 clusters Score -2715255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2715266.500000 Penalty: 4962.236328
	Iteration 31Q: 3 clusters Score -2715266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2715274.500000 Penalty: 4962.236328
	Iteration 32Q: 3 clusters Score -2715274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2715274.750000 Penalty: 4962.236328
	Iteration 33Q: 3 clusters Score -2715275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2715282.250000 Penalty: 4962.236328
	Iteration 34Q: 3 clusters Score -2715282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2715288.000000 Penalty: 4962.236328
	Iteration 35Q: 3 clusters Score -2715288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2715292.500000 Penalty: 4962.236328
	Iteration 36Q: 3 clusters Score -2715292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2715292.500000 Penalty: 4962.236328
	Iteration 37Q: 3 clusters Score -2715292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715295.750000 Penalty: 4962.236328
	Iteration 38Q: 3 clusters Score -2715296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2715297.250000 Penalty: 4962.236328
	Iteration 39Q: 3 clusters Score -2715297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2715303.250000 Penalty: 4962.236328
	Iteration 40F: 3 clusters Score -2715303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715301.750000 Penalty: 4962.236328
	Iteration 41Q: 3 clusters Score -2715302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2715297.250000 Penalty: 4962.236328
	Iteration 42Q: 3 clusters Score -2715297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715300.000000 Penalty: 4962.236328
	Iteration 43Q: 3 clusters Score -2715300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2715299.750000 Penalty: 4962.236328
	Iteration 44Q: 3 clusters Score -2715300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715300.000000 Penalty: 4962.236328
	Iteration 45Q: 3 clusters Score -2715300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2715300.000000 Penalty: 4962.236328
	Iteration 46F: 3 clusters Score -2715300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -467774.312500 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -467774.3 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 1893 members 
Entering Unmasked Estep 
Score: -463996.468750 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -463996.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -465008.500000 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -465008.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -465574.750000 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -465574.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -466442.843750 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -466442.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -467678.281250 Penalty: 4096.306152
	Iteration 4F: 3 clusters Score -467678.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -468335.625000 Penalty: 4096.306152
	Iteration 5F: 3 clusters Score -468335.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -468636.687500 Penalty: 4096.306152
	Iteration 6F: 3 clusters Score -468636.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -468786.750000 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -468786.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -468918.906250 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -468918.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -469040.656250 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -469040.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -469107.593750 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -469107.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -469156.093750 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -469156.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -469213.312500 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -469213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -469236.156250 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -469236.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -469264.656250 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -469264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -469270.906250 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -469270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -469271.843750 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -469271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -469271.906250 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -469271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -469275.593750 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -469275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -469275.593750 Penalty: 4096.306152
	Iteration 19F: 3 clusters Score -469275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Entering Unmasked Estep 
Score: -134465648.000000 Penalty: 200264.656250
Splitting cluster 10 changes total score from -134465360.000000 to -134465648.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (40593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Entering Unmasked Estep 
Score: -5045051.000000 Penalty: 2631.614990
	Iteration 0F: 2 clusters Score -5045051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5017537.500000 Penalty: 5263.229980
	Iteration 0F: 3 clusters Score -5017538 nChanged 18664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5028165.500000 Penalty: 5263.229980
	Iteration 1F: 3 clusters Score -5028166 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5029247.500000 Penalty: 5263.229980
	Iteration 2F: 3 clusters Score -5029248 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5030613.500000 Penalty: 5263.229980
	Iteration 3F: 3 clusters Score -5030614 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5032173.000000 Penalty: 5263.229980
	Iteration 4F: 3 clusters Score -5032173 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5034068.500000 Penalty: 5263.229980
	Iteration 5F: 3 clusters Score -5034068 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5036114.500000 Penalty: 5263.229980
	Iteration 6F: 3 clusters Score -5036114 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5038239.500000 Penalty: 5263.229980
	Iteration 7F: 3 clusters Score -5038240 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5040287.500000 Penalty: 5263.229980
	Iteration 8F: 3 clusters Score -5040288 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5041695.500000 Penalty: 5263.229980
	Iteration 9Q: 3 clusters Score -5041696 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5042466.500000 Penalty: 5263.229980
	Iteration 10Q: 3 clusters Score -5042466 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -5042951.000000 Penalty: 5263.229980
	Iteration 11Q: 3 clusters Score -5042951 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -5043180.500000 Penalty: 5263.229980
	Iteration 12Q: 3 clusters Score -5043180 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -5043331.500000 Penalty: 5263.229980
	Iteration 13Q: 3 clusters Score -5043332 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -5043447.500000 Penalty: 5263.229980
	Iteration 14Q: 3 clusters Score -5043448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -5043505.500000 Penalty: 5263.229980
	Iteration 15Q: 3 clusters Score -5043506 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -5043591.000000 Penalty: 5263.229980
	Iteration 16Q: 3 clusters Score -5043591 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5043629.500000 Penalty: 5263.229980
	Iteration 17Q: 3 clusters Score -5043630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5043678.000000 Penalty: 5263.229980
	Iteration 18Q: 3 clusters Score -5043678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -5043702.000000 Penalty: 5263.229980
	Iteration 19Q: 3 clusters Score -5043702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -5043734.500000 Penalty: 5263.229980
	Iteration 20F: 3 clusters Score -5043734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -5043763.000000 Penalty: 5263.229980
	Iteration 21Q: 3 clusters Score -5043763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -5043768.000000 Penalty: 5263.229980
	Iteration 22Q: 3 clusters Score -5043768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5043793.500000 Penalty: 5263.229980
	Iteration 23Q: 3 clusters Score -5043794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -5043803.000000 Penalty: 5263.229980
	Iteration 24Q: 3 clusters Score -5043803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5043819.000000 Penalty: 5263.229980
	Iteration 25Q: 3 clusters Score -5043819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5043840.000000 Penalty: 5263.229980
	Iteration 26Q: 3 clusters Score -5043840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -5043842.500000 Penalty: 5263.229980
	Iteration 27Q: 3 clusters Score -5043842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5043847.500000 Penalty: 5263.229980
	Iteration 28Q: 3 clusters Score -5043848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5043844.000000 Penalty: 5263.229980
	Iteration 29Q: 3 clusters Score -5043844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5043849.500000 Penalty: 5263.229980
	Iteration 30Q: 3 clusters Score -5043850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5043867.000000 Penalty: 5263.229980
	Iteration 31Q: 3 clusters Score -5043867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -5043872.500000 Penalty: 5263.229980
	Iteration 32Q: 3 clusters Score -5043872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5043894.500000 Penalty: 5263.229980
	Iteration 33Q: 3 clusters Score -5043894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5043902.000000 Penalty: 5263.229980
	Iteration 34Q: 3 clusters Score -5043902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5043904.000000 Penalty: 5263.229980
	Iteration 35Q: 3 clusters Score -5043904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -5043907.500000 Penalty: 5263.229980
	Iteration 36Q: 3 clusters Score -5043908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5043917.500000 Penalty: 5263.229980
	Iteration 37Q: 3 clusters Score -5043918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5043923.000000 Penalty: 5263.229980
	Iteration 38Q: 3 clusters Score -5043923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5043917.000000 Penalty: 5263.229980
	Iteration 39Q: 3 clusters Score -5043917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5043923.500000 Penalty: 5263.229980
	Iteration 40F: 3 clusters Score -5043924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5043925.500000 Penalty: 5263.229980
	Iteration 41Q: 3 clusters Score -5043926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -5043919.500000 Penalty: 5263.229980
	Iteration 42Q: 3 clusters Score -5043920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5043915.500000 Penalty: 5263.229980
	Iteration 43Q: 3 clusters Score -5043916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -5043906.500000 Penalty: 5263.229980
	Iteration 44Q: 3 clusters Score -5043906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5043904.500000 Penalty: 5263.229980
	Iteration 45Q: 3 clusters Score -5043904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5043902.500000 Penalty: 5263.229980
	Iteration 46Q: 3 clusters Score -5043902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5043912.000000 Penalty: 5263.229980
	Iteration 47Q: 3 clusters Score -5043912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5043912.000000 Penalty: 5263.229980
	Iteration 48Q: 3 clusters Score -5043912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5043911.000000 Penalty: 5263.229980
	Iteration 49Q: 3 clusters Score -5043911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5043915.500000 Penalty: 5263.229980
	Iteration 50Q: 3 clusters Score -5043916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5043913.500000 Penalty: 5263.229980
	Iteration 51Q: 3 clusters Score -5043914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5043910.000000 Penalty: 5263.229980
	Iteration 52Q: 3 clusters Score -5043910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5043915.000000 Penalty: 5263.229980
	Iteration 53Q: 3 clusters Score -5043915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5043911.500000 Penalty: 5263.229980
	Iteration 54Q: 3 clusters Score -5043912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5043920.000000 Penalty: 5263.229980
	Iteration 55Q: 3 clusters Score -5043920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5043926.500000 Penalty: 5263.229980
	Iteration 56Q: 3 clusters Score -5043926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5043922.500000 Penalty: 5263.229980
	Iteration 57Q: 3 clusters Score -5043922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5043925.000000 Penalty: 5263.229980
	Iteration 58Q: 3 clusters Score -5043925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5043921.500000 Penalty: 5263.229980
	Iteration 59Q: 3 clusters Score -5043922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5043922.500000 Penalty: 5263.229980
	Iteration 60F: 3 clusters Score -5043922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -1112272.375000 Penalty: 2261.020508
	Iteration 0F: 2 clusters Score -1112272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1105213.125000 Penalty: 4522.041016
	Iteration 0F: 3 clusters Score -1105213 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1107229.750000 Penalty: 4522.041016
	Iteration 1F: 3 clusters Score -1107230 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1107668.125000 Penalty: 4522.041016
	Iteration 2F: 3 clusters Score -1107668 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1108054.875000 Penalty: 4522.041016
	Iteration 3F: 3 clusters Score -1108055 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1108441.500000 Penalty: 4522.041016
	Iteration 4F: 3 clusters Score -1108442 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1108863.000000 Penalty: 4522.041016
	Iteration 5F: 3 clusters Score -1108863 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1109272.875000 Penalty: 4522.041016
	Iteration 6F: 3 clusters Score -1109273 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1109726.125000 Penalty: 4522.041016
	Iteration 7F: 3 clusters Score -1109726 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1110156.750000 Penalty: 4522.041016
	Iteration 8F: 3 clusters Score -1110157 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1110544.125000 Penalty: 4522.041016
	Iteration 9Q: 3 clusters Score -1110544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1110871.000000 Penalty: 4522.041016
	Iteration 10Q: 3 clusters Score -1110871 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1111101.250000 Penalty: 4522.041016
	Iteration 11Q: 3 clusters Score -1111101 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1111243.625000 Penalty: 4522.041016
	Iteration 12Q: 3 clusters Score -1111244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1111334.750000 Penalty: 4522.041016
	Iteration 13Q: 3 clusters Score -1111335 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1111396.250000 Penalty: 4522.041016
	Iteration 14Q: 3 clusters Score -1111396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1111436.625000 Penalty: 4522.041016
	Iteration 15Q: 3 clusters Score -1111437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1111462.875000 Penalty: 4522.041016
	Iteration 16Q: 3 clusters Score -1111463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1111493.500000 Penalty: 4522.041016
	Iteration 17Q: 3 clusters Score -1111494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1111519.750000 Penalty: 4522.041016
	Iteration 18Q: 3 clusters Score -1111520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1111539.125000 Penalty: 4522.041016
	Iteration 19Q: 3 clusters Score -1111539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1111556.375000 Penalty: 4522.041016
	Iteration 20F: 3 clusters Score -1111556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1111565.125000 Penalty: 4522.041016
	Iteration 21Q: 3 clusters Score -1111565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1111569.625000 Penalty: 4522.041016
	Iteration 22Q: 3 clusters Score -1111570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1111578.500000 Penalty: 4522.041016
	Iteration 23Q: 3 clusters Score -1111578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1111581.375000 Penalty: 4522.041016
	Iteration 24Q: 3 clusters Score -1111581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1111585.500000 Penalty: 4522.041016
	Iteration 25Q: 3 clusters Score -1111586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1111585.250000 Penalty: 4522.041016
	Iteration 26Q: 3 clusters Score -1111585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1111582.000000 Penalty: 4522.041016
	Iteration 27Q: 3 clusters Score -1111582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1111585.000000 Penalty: 4522.041016
	Iteration 28Q: 3 clusters Score -1111585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1111584.500000 Penalty: 4522.041016
	Iteration 29Q: 3 clusters Score -1111584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1111585.500000 Penalty: 4522.041016
	Iteration 30Q: 3 clusters Score -1111586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1111588.750000 Penalty: 4522.041016
	Iteration 31Q: 3 clusters Score -1111589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1111589.750000 Penalty: 4522.041016
	Iteration 32Q: 3 clusters Score -1111590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1111590.875000 Penalty: 4522.041016
	Iteration 33Q: 3 clusters Score -1111591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1111590.750000 Penalty: 4522.041016
	Iteration 34Q: 3 clusters Score -1111591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1111592.125000 Penalty: 4522.041016
	Iteration 35Q: 3 clusters Score -1111592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1111592.375000 Penalty: 4522.041016
	Iteration 36Q: 3 clusters Score -1111592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1111593.125000 Penalty: 4522.041016
	Iteration 37Q: 3 clusters Score -1111593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1111591.750000 Penalty: 4522.041016
	Iteration 38Q: 3 clusters Score -1111592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1111591.250000 Penalty: 4522.041016
	Iteration 39Q: 3 clusters Score -1111591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1111591.250000 Penalty: 4522.041016
	Iteration 40F: 3 clusters Score -1111591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -600663.687500 Penalty: 2106.036133
	Iteration 0F: 2 clusters Score -600663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -596202.250000 Penalty: 4212.072266
	Iteration 0F: 3 clusters Score -596202.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -597222.875000 Penalty: 4212.072266
	Iteration 1F: 3 clusters Score -597222.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -597397.187500 Penalty: 4212.072266
	Iteration 2F: 3 clusters Score -597397.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -597516.750000 Penalty: 4212.072266
	Iteration 3Q: 3 clusters Score -597516.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -597606.937500 Penalty: 4212.072266
	Iteration 4Q: 3 clusters Score -597606.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -597694.000000 Penalty: 4212.072266
	Iteration 5Q: 3 clusters Score -597694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -597814.000000 Penalty: 4212.072266
	Iteration 6Q: 3 clusters Score -597814 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -598006.562500 Penalty: 4212.072266
	Iteration 7Q: 3 clusters Score -598006.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -598247.625000 Penalty: 4212.072266
	Iteration 8Q: 3 clusters Score -598247.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -598528.500000 Penalty: 4212.072266
	Iteration 9F: 3 clusters Score -598528.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -598846.375000 Penalty: 4212.072266
	Iteration 10F: 3 clusters Score -598846.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -599121.312500 Penalty: 4212.072266
	Iteration 11F: 3 clusters Score -599121.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -599392.187500 Penalty: 4212.072266
	Iteration 12Q: 3 clusters Score -599392.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -599652.812500 Penalty: 4212.072266
	Iteration 13Q: 3 clusters Score -599652.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -599873.812500 Penalty: 4212.072266
	Iteration 14Q: 3 clusters Score -599873.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -600005.812500 Penalty: 4212.072266
	Iteration 15Q: 3 clusters Score -600005.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -600070.000000 Penalty: 4212.072266
	Iteration 16Q: 3 clusters Score -600070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -600109.187500 Penalty: 4212.072266
	Iteration 17Q: 3 clusters Score -600109.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -600129.937500 Penalty: 4212.072266
	Iteration 18Q: 3 clusters Score -600129.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -600135.062500 Penalty: 4212.072266
	Iteration 19Q: 3 clusters Score -600135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -600137.250000 Penalty: 4212.072266
	Iteration 20F: 3 clusters Score -600137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -600140.000000 Penalty: 4212.072266
	Iteration 21Q: 3 clusters Score -600140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -600140.625000 Penalty: 4212.072266
	Iteration 22Q: 3 clusters Score -600140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -600142.000000 Penalty: 4212.072266
	Iteration 23Q: 3 clusters Score -600142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -600141.687500 Penalty: 4212.072266
	Iteration 24Q: 3 clusters Score -600141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -600141.687500 Penalty: 4212.072266
	Iteration 25F: 3 clusters Score -600141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Entering Unmasked Estep 
Score: -4456367.000000 Penalty: 2598.667725
	Iteration 0F: 2 clusters Score -4456367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4432126.000000 Penalty: 5197.335449
	Iteration 0F: 3 clusters Score -4432126 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4441173.500000 Penalty: 5197.335449
	Iteration 1F: 3 clusters Score -4441174 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4442067.000000 Penalty: 5197.335449
	Iteration 2F: 3 clusters Score -4442067 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4443014.500000 Penalty: 5197.335449
	Iteration 3F: 3 clusters Score -4443014 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4443998.000000 Penalty: 5197.335449
	Iteration 4F: 3 clusters Score -4443998 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4444856.000000 Penalty: 5197.335449
	Iteration 5F: 3 clusters Score -4444856 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4445594.000000 Penalty: 5197.335449
	Iteration 6Q: 3 clusters Score -4445594 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4446262.000000 Penalty: 5197.335449
	Iteration 7Q: 3 clusters Score -4446262 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4446943.500000 Penalty: 5197.335449
	Iteration 8Q: 3 clusters Score -4446944 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4447572.500000 Penalty: 5197.335449
	Iteration 9Q: 3 clusters Score -4447572 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4448150.000000 Penalty: 5197.335449
	Iteration 10Q: 3 clusters Score -4448150 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4448695.500000 Penalty: 5197.335449
	Iteration 11Q: 3 clusters Score -4448696 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4449050.000000 Penalty: 5197.335449
	Iteration 12Q: 3 clusters Score -4449050 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4449306.000000 Penalty: 5197.335449
	Iteration 13Q: 3 clusters Score -4449306 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4449475.500000 Penalty: 5197.335449
	Iteration 14Q: 3 clusters Score -4449476 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4449612.000000 Penalty: 5197.335449
	Iteration 15Q: 3 clusters Score -4449612 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4449748.000000 Penalty: 5197.335449
	Iteration 16Q: 3 clusters Score -4449748 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4449836.000000 Penalty: 5197.335449
	Iteration 17Q: 3 clusters Score -4449836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4449958.500000 Penalty: 5197.335449
	Iteration 18Q: 3 clusters Score -4449958 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4450074.000000 Penalty: 5197.335449
	Iteration 19Q: 3 clusters Score -4450074 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4450210.500000 Penalty: 5197.335449
	Iteration 20F: 3 clusters Score -4450210 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4450353.500000 Penalty: 5197.335449
	Iteration 21Q: 3 clusters Score -4450354 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4450487.000000 Penalty: 5197.335449
	Iteration 22Q: 3 clusters Score -4450487 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4450664.500000 Penalty: 5197.335449
	Iteration 23Q: 3 clusters Score -4450664 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4450837.000000 Penalty: 5197.335449
	Iteration 24Q: 3 clusters Score -4450837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4451012.000000 Penalty: 5197.335449
	Iteration 25Q: 3 clusters Score -4451012 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4451226.500000 Penalty: 5197.335449
	Iteration 26Q: 3 clusters Score -4451226 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4451449.000000 Penalty: 5197.335449
	Iteration 27Q: 3 clusters Score -4451449 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4451716.000000 Penalty: 5197.335449
	Iteration 28Q: 3 clusters Score -4451716 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4452009.500000 Penalty: 5197.335449
	Iteration 29Q: 3 clusters Score -4452010 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4452313.000000 Penalty: 5197.335449
	Iteration 30Q: 3 clusters Score -4452313 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4452644.500000 Penalty: 5197.335449
	Iteration 31Q: 3 clusters Score -4452644 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4452981.000000 Penalty: 5197.335449
	Iteration 32Q: 3 clusters Score -4452981 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4453305.000000 Penalty: 5197.335449
	Iteration 33Q: 3 clusters Score -4453305 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4453648.000000 Penalty: 5197.335449
	Iteration 34Q: 3 clusters Score -4453648 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4453946.500000 Penalty: 5197.335449
	Iteration 35Q: 3 clusters Score -4453946 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4454192.500000 Penalty: 5197.335449
	Iteration 36Q: 3 clusters Score -4454192 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4454403.000000 Penalty: 5197.335449
	Iteration 37Q: 3 clusters Score -4454403 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4454606.500000 Penalty: 5197.335449
	Iteration 38Q: 3 clusters Score -4454606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4454737.000000 Penalty: 5197.335449
	Iteration 39Q: 3 clusters Score -4454737 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4454867.500000 Penalty: 5197.335449
	Iteration 40F: 3 clusters Score -4454868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4454962.500000 Penalty: 5197.335449
	Iteration 41Q: 3 clusters Score -4454962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4455053.500000 Penalty: 5197.335449
	Iteration 42Q: 3 clusters Score -4455054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4455172.000000 Penalty: 5197.335449
	Iteration 43Q: 3 clusters Score -4455172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4455295.500000 Penalty: 5197.335449
	Iteration 44Q: 3 clusters Score -4455296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4455387.000000 Penalty: 5197.335449
	Iteration 45Q: 3 clusters Score -4455387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4455422.500000 Penalty: 5197.335449
	Iteration 46Q: 3 clusters Score -4455422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4455460.000000 Penalty: 5197.335449
	Iteration 47Q: 3 clusters Score -4455460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4455473.500000 Penalty: 5197.335449
	Iteration 48Q: 3 clusters Score -4455474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4455479.000000 Penalty: 5197.335449
	Iteration 49Q: 3 clusters Score -4455479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4455477.000000 Penalty: 5197.335449
	Iteration 50Q: 3 clusters Score -4455477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4455477.500000 Penalty: 5197.335449
	Iteration 51Q: 3 clusters Score -4455478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4455480.000000 Penalty: 5197.335449
	Iteration 52Q: 3 clusters Score -4455480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4455483.500000 Penalty: 5197.335449
	Iteration 53Q: 3 clusters Score -4455484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4455483.500000 Penalty: 5197.335449
	Iteration 54Q: 3 clusters Score -4455484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4455483.500000 Penalty: 5197.335449
	Iteration 55F: 3 clusters Score -4455484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134597 members 
Entering Unmasked Estep 
Score: -16819082.000000 Penalty: 2928.890137
	Iteration 0F: 2 clusters Score -1.681908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -16729223.000000 Penalty: 5857.780273
	Iteration 0F: 3 clusters Score -1.672922e+07 nChanged 64089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -16766547.000000 Penalty: 5857.780273
	Iteration 1F: 3 clusters Score -1.676655e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -16767689.000000 Penalty: 5857.780273
	Iteration 2Q: 3 clusters Score -1.676769e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -16769260.000000 Penalty: 5857.780273
	Iteration 3Q: 3 clusters Score -1.676926e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -16771733.000000 Penalty: 5857.780273
	Iteration 4Q: 3 clusters Score -1.677173e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -16775582.000000 Penalty: 5857.780273
	Iteration 5Q: 3 clusters Score -1.677558e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -16781462.000000 Penalty: 5857.780273
	Iteration 6F: 3 clusters Score -1.678146e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -16789758.000000 Penalty: 5857.780273
	Iteration 7F: 3 clusters Score -1.678976e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -16799032.000000 Penalty: 5857.780273
	Iteration 8F: 3 clusters Score -1.679903e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -16806906.000000 Penalty: 5857.780273
	Iteration 9F: 3 clusters Score -1.680691e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128422 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -16811980.000000 Penalty: 5857.780273
	Iteration 10Q: 3 clusters Score -1.681198e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -16814498.000000 Penalty: 5857.780273
	Iteration 11Q: 3 clusters Score -1.68145e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132788 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16815584.000000 Penalty: 5857.780273
	Iteration 12Q: 3 clusters Score -1.681558e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16816054.000000 Penalty: 5857.780273
	Iteration 13Q: 3 clusters Score -1.681605e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16816272.000000 Penalty: 5857.780273
	Iteration 14Q: 3 clusters Score -1.681627e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16816410.000000 Penalty: 5857.780273
	Iteration 15Q: 3 clusters Score -1.681641e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133869 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16816498.000000 Penalty: 5857.780273
	Iteration 16Q: 3 clusters Score -1.68165e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16816536.000000 Penalty: 5857.780273
	Iteration 17Q: 3 clusters Score -1.681654e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16816586.000000 Penalty: 5857.780273
	Iteration 18Q: 3 clusters Score -1.681659e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16816602.000000 Penalty: 5857.780273
	Iteration 19Q: 3 clusters Score -1.68166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16816614.000000 Penalty: 5857.780273
	Iteration 20F: 3 clusters Score -1.681661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133978 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16816630.000000 Penalty: 5857.780273
	Iteration 21Q: 3 clusters Score -1.681663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133991 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16816646.000000 Penalty: 5857.780273
	Iteration 22Q: 3 clusters Score -1.681665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134002 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16816658.000000 Penalty: 5857.780273
	Iteration 23Q: 3 clusters Score -1.681666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16816650.000000 Penalty: 5857.780273
	Iteration 24Q: 3 clusters Score -1.681665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134013 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16816668.000000 Penalty: 5857.780273
	Iteration 25Q: 3 clusters Score -1.681667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134016 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -16816670.000000 Penalty: 5857.780273
	Iteration 26Q: 3 clusters Score -1.681667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16816676.000000 Penalty: 5857.780273
	Iteration 27Q: 3 clusters Score -1.681668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16816672.000000 Penalty: 5857.780273
	Iteration 28Q: 3 clusters Score -1.681667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16816674.000000 Penalty: 5857.780273
	Iteration 29Q: 3 clusters Score -1.681667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134029 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16816680.000000 Penalty: 5857.780273
	Iteration 30Q: 3 clusters Score -1.681668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16816682.000000 Penalty: 5857.780273
	Iteration 31Q: 3 clusters Score -1.681668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16816684.000000 Penalty: 5857.780273
	Iteration 32Q: 3 clusters Score -1.681668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16816678.000000 Penalty: 5857.780273
	Iteration 33Q: 3 clusters Score -1.681668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134033 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16816684.000000 Penalty: 5857.780273
	Iteration 34Q: 3 clusters Score -1.681668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16816686.000000 Penalty: 5857.780273
	Iteration 35Q: 3 clusters Score -1.681669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16816694.000000 Penalty: 5857.780273
	Iteration 36Q: 3 clusters Score -1.681669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16816690.000000 Penalty: 5857.780273
	Iteration 37Q: 3 clusters Score -1.681669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134045 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16816700.000000 Penalty: 5857.780273
	Iteration 38Q: 3 clusters Score -1.68167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134052 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16816710.000000 Penalty: 5857.780273
	Iteration 39Q: 3 clusters Score -1.681671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134057 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16816708.000000 Penalty: 5857.780273
	Iteration 40F: 3 clusters Score -1.681671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16816704.000000 Penalty: 5857.780273
	Iteration 41Q: 3 clusters Score -1.68167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16816718.000000 Penalty: 5857.780273
	Iteration 42Q: 3 clusters Score -1.681672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16816716.000000 Penalty: 5857.780273
	Iteration 43Q: 3 clusters Score -1.681672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16816722.000000 Penalty: 5857.780273
	Iteration 44Q: 3 clusters Score -1.681672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16816724.000000 Penalty: 5857.780273
	Iteration 45Q: 3 clusters Score -1.681672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16816728.000000 Penalty: 5857.780273
	Iteration 46Q: 3 clusters Score -1.681673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16816728.000000 Penalty: 5857.780273
	Iteration 47Q: 3 clusters Score -1.681673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16816728.000000 Penalty: 5857.780273
	Iteration 48F: 3 clusters Score -1.681673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Entering Unmasked Estep 
Score: -8670864.000000 Penalty: 2765.385986
	Iteration 0F: 2 clusters Score -8670864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -8624237.000000 Penalty: 5530.771973
	Iteration 0F: 3 clusters Score -8624237 nChanged 32565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -8642367.000000 Penalty: 5530.771973
	Iteration 1F: 3 clusters Score -8642367 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8643164.000000 Penalty: 5530.771973
	Iteration 2Q: 3 clusters Score -8643164 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8644118.000000 Penalty: 5530.771973
	Iteration 3Q: 3 clusters Score -8644118 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8645483.000000 Penalty: 5530.771973
	Iteration 4Q: 3 clusters Score -8645483 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8647626.000000 Penalty: 5530.771973
	Iteration 5F: 3 clusters Score -8647626 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -8651093.000000 Penalty: 5530.771973
	Iteration 6F: 3 clusters Score -8651093 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -8656057.000000 Penalty: 5530.771973
	Iteration 7F: 3 clusters Score -8656057 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8661520.000000 Penalty: 5530.771973
	Iteration 8F: 3 clusters Score -8661520 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -8665537.000000 Penalty: 5530.771973
	Iteration 9F: 3 clusters Score -8665537 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8667924.000000 Penalty: 5530.771973
	Iteration 10Q: 3 clusters Score -8667924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -8668881.000000 Penalty: 5530.771973
	Iteration 11Q: 3 clusters Score -8668881 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -8669155.000000 Penalty: 5530.771973
	Iteration 12Q: 3 clusters Score -8669155 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -8669243.000000 Penalty: 5530.771973
	Iteration 13Q: 3 clusters Score -8669243 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8669332.000000 Penalty: 5530.771973
	Iteration 14Q: 3 clusters Score -8669332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -8669362.000000 Penalty: 5530.771973
	Iteration 15Q: 3 clusters Score -8669362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -8669408.000000 Penalty: 5530.771973
	Iteration 16Q: 3 clusters Score -8669408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -8669415.000000 Penalty: 5530.771973
	Iteration 17Q: 3 clusters Score -8669415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8669414.000000 Penalty: 5530.771973
	Iteration 18Q: 3 clusters Score -8669414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8669411.000000 Penalty: 5530.771973
	Iteration 19Q: 3 clusters Score -8669411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -8669418.000000 Penalty: 5530.771973
	Iteration 20F: 3 clusters Score -8669418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -8669427.000000 Penalty: 5530.771973
	Iteration 21Q: 3 clusters Score -8669427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -8669433.000000 Penalty: 5530.771973
	Iteration 22Q: 3 clusters Score -8669433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -8669425.000000 Penalty: 5530.771973
	Iteration 23Q: 3 clusters Score -8669425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -8669431.000000 Penalty: 5530.771973
	Iteration 24Q: 3 clusters Score -8669431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8669451.000000 Penalty: 5530.771973
	Iteration 25Q: 3 clusters Score -8669451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8669460.000000 Penalty: 5530.771973
	Iteration 26Q: 3 clusters Score -8669460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -8669457.000000 Penalty: 5530.771973
	Iteration 27Q: 3 clusters Score -8669457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -8669465.000000 Penalty: 5530.771973
	Iteration 28Q: 3 clusters Score -8669465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8669472.000000 Penalty: 5530.771973
	Iteration 29Q: 3 clusters Score -8669472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -8669467.000000 Penalty: 5530.771973
	Iteration 30Q: 3 clusters Score -8669467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8669473.000000 Penalty: 5530.771973
	Iteration 31Q: 3 clusters Score -8669473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -8669479.000000 Penalty: 5530.771973
	Iteration 32Q: 3 clusters Score -8669479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -8669479.000000 Penalty: 5530.771973
	Iteration 33Q: 3 clusters Score -8669479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8669476.000000 Penalty: 5530.771973
	Iteration 34Q: 3 clusters Score -8669476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -8669482.000000 Penalty: 5530.771973
	Iteration 35Q: 3 clusters Score -8669482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -8669482.000000 Penalty: 5530.771973
	Iteration 36F: 3 clusters Score -8669482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Entering Unmasked Estep 
Score: -1764650.125000 Penalty: 2378.491699
	Iteration 0F: 2 clusters Score -1764650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1754035.875000 Penalty: 4756.983398
	Iteration 0F: 3 clusters Score -1754036 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1757612.500000 Penalty: 4756.983398
	Iteration 1F: 3 clusters Score -1757612 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1758324.375000 Penalty: 4756.983398
	Iteration 2F: 3 clusters Score -1758324 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1759120.625000 Penalty: 4756.983398
	Iteration 3F: 3 clusters Score -1759121 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1759997.375000 Penalty: 4756.983398
	Iteration 4F: 3 clusters Score -1759997 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1760841.625000 Penalty: 4756.983398
	Iteration 5F: 3 clusters Score -1760842 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1761582.750000 Penalty: 4756.983398
	Iteration 6F: 3 clusters Score -1761583 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1762069.625000 Penalty: 4756.983398
	Iteration 7F: 3 clusters Score -1762070 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1762364.875000 Penalty: 4756.983398
	Iteration 8Q: 3 clusters Score -1762365 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1762574.625000 Penalty: 4756.983398
	Iteration 9Q: 3 clusters Score -1762575 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1762738.000000 Penalty: 4756.983398
	Iteration 10Q: 3 clusters Score -1762738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1762909.000000 Penalty: 4756.983398
	Iteration 11Q: 3 clusters Score -1762909 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1763095.750000 Penalty: 4756.983398
	Iteration 12Q: 3 clusters Score -1763096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1763282.500000 Penalty: 4756.983398
	Iteration 13Q: 3 clusters Score -1763282 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1763459.250000 Penalty: 4756.983398
	Iteration 14Q: 3 clusters Score -1763459 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1763618.375000 Penalty: 4756.983398
	Iteration 15Q: 3 clusters Score -1763618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1763741.500000 Penalty: 4756.983398
	Iteration 16Q: 3 clusters Score -1763742 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1763834.125000 Penalty: 4756.983398
	Iteration 17Q: 3 clusters Score -1763834 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1763909.875000 Penalty: 4756.983398
	Iteration 18Q: 3 clusters Score -1763910 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1763970.500000 Penalty: 4756.983398
	Iteration 19Q: 3 clusters Score -1763970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1764014.125000 Penalty: 4756.983398
	Iteration 20F: 3 clusters Score -1764014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1764039.125000 Penalty: 4756.983398
	Iteration 21Q: 3 clusters Score -1764039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1764065.500000 Penalty: 4756.983398
	Iteration 22Q: 3 clusters Score -1764066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1764077.750000 Penalty: 4756.983398
	Iteration 23Q: 3 clusters Score -1764078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1764089.500000 Penalty: 4756.983398
	Iteration 24Q: 3 clusters Score -1764090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1764104.000000 Penalty: 4756.983398
	Iteration 25Q: 3 clusters Score -1764104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1764110.000000 Penalty: 4756.983398
	Iteration 26Q: 3 clusters Score -1764110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1764110.625000 Penalty: 4756.983398
	Iteration 27Q: 3 clusters Score -1764111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1764120.375000 Penalty: 4756.983398
	Iteration 28Q: 3 clusters Score -1764120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1764130.250000 Penalty: 4756.983398
	Iteration 29Q: 3 clusters Score -1764130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1764133.125000 Penalty: 4756.983398
	Iteration 30Q: 3 clusters Score -1764133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1764137.125000 Penalty: 4756.983398
	Iteration 31Q: 3 clusters Score -1764137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1764140.625000 Penalty: 4756.983398
	Iteration 32Q: 3 clusters Score -1764141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1764144.500000 Penalty: 4756.983398
	Iteration 33Q: 3 clusters Score -1764144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1764154.750000 Penalty: 4756.983398
	Iteration 34Q: 3 clusters Score -1764155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1764157.375000 Penalty: 4756.983398
	Iteration 35Q: 3 clusters Score -1764157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1764156.000000 Penalty: 4756.983398
	Iteration 36Q: 3 clusters Score -1764156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1764166.000000 Penalty: 4756.983398
	Iteration 37Q: 3 clusters Score -1764166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1764164.250000 Penalty: 4756.983398
	Iteration 38Q: 3 clusters Score -1764164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1764162.750000 Penalty: 4756.983398
	Iteration 39Q: 3 clusters Score -1764163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1764169.750000 Penalty: 4756.983398
	Iteration 40F: 3 clusters Score -1764170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1764170.625000 Penalty: 4756.983398
	Iteration 41Q: 3 clusters Score -1764171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1764170.000000 Penalty: 4756.983398
	Iteration 42Q: 3 clusters Score -1764170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1764175.375000 Penalty: 4756.983398
	Iteration 43Q: 3 clusters Score -1764175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1764172.250000 Penalty: 4756.983398
	Iteration 44Q: 3 clusters Score -1764172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1764172.625000 Penalty: 4756.983398
	Iteration 45Q: 3 clusters Score -1764173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1764174.750000 Penalty: 4756.983398
	Iteration 46Q: 3 clusters Score -1764175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1764176.375000 Penalty: 4756.983398
	Iteration 47Q: 3 clusters Score -1764176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1764175.125000 Penalty: 4756.983398
	Iteration 48Q: 3 clusters Score -1764175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1764177.000000 Penalty: 4756.983398
	Iteration 49Q: 3 clusters Score -1764177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1764173.625000 Penalty: 4756.983398
	Iteration 50Q: 3 clusters Score -1764174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1764176.375000 Penalty: 4756.983398
	Iteration 51Q: 3 clusters Score -1764176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1764175.625000 Penalty: 4756.983398
	Iteration 52Q: 3 clusters Score -1764176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1764174.000000 Penalty: 4756.983398
	Iteration 53Q: 3 clusters Score -1764174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1764175.375000 Penalty: 4756.983398
	Iteration 54Q: 3 clusters Score -1764175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1764173.875000 Penalty: 4756.983398
	Iteration 55Q: 3 clusters Score -1764174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1764175.250000 Penalty: 4756.983398
	Iteration 56Q: 3 clusters Score -1764175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1764175.250000 Penalty: 4756.983398
	Iteration 57Q: 3 clusters Score -1764175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1764175.375000 Penalty: 4756.983398
	Iteration 58Q: 3 clusters Score -1764175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1764174.500000 Penalty: 4756.983398
	Iteration 59Q: 3 clusters Score -1764174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1764175.250000 Penalty: 4756.983398
	Iteration 60F: 3 clusters Score -1764175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1764175.875000 Penalty: 4756.983398
	Iteration 61Q: 3 clusters Score -1764176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1764177.500000 Penalty: 4756.983398
	Iteration 62Q: 3 clusters Score -1764178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1764180.875000 Penalty: 4756.983398
	Iteration 63Q: 3 clusters Score -1764181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1764180.875000 Penalty: 4756.983398
	Iteration 64F: 3 clusters Score -1764181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Entering Unmasked Estep 
Score: -2080927.250000 Penalty: 2415.234375
	Iteration 0F: 2 clusters Score -2080927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2068828.625000 Penalty: 4830.468750
	Iteration 0F: 3 clusters Score -2068829 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2073033.375000 Penalty: 4830.468750
	Iteration 1F: 3 clusters Score -2073033 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2073455.125000 Penalty: 4830.468750
	Iteration 2F: 3 clusters Score -2073455 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2073806.000000 Penalty: 4830.468750
	Iteration 3Q: 3 clusters Score -2073806 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2074099.625000 Penalty: 4830.468750
	Iteration 4Q: 3 clusters Score -2074100 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2074416.250000 Penalty: 4830.468750
	Iteration 5Q: 3 clusters Score -2074416 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2074702.750000 Penalty: 4830.468750
	Iteration 6Q: 3 clusters Score -2074703 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2074984.875000 Penalty: 4830.468750
	Iteration 7Q: 3 clusters Score -2074985 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2075266.875000 Penalty: 4830.468750
	Iteration 8Q: 3 clusters Score -2075267 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2075531.750000 Penalty: 4830.468750
	Iteration 9Q: 3 clusters Score -2075532 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2075818.625000 Penalty: 4830.468750
	Iteration 10Q: 3 clusters Score -2075819 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2076110.875000 Penalty: 4830.468750
	Iteration 11Q: 3 clusters Score -2076111 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2076432.625000 Penalty: 4830.468750
	Iteration 12Q: 3 clusters Score -2076433 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2076800.500000 Penalty: 4830.468750
	Iteration 13Q: 3 clusters Score -2076800 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2077162.625000 Penalty: 4830.468750
	Iteration 14Q: 3 clusters Score -2077163 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2077498.750000 Penalty: 4830.468750
	Iteration 15Q: 3 clusters Score -2077499 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2077768.750000 Penalty: 4830.468750
	Iteration 16Q: 3 clusters Score -2077769 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2078007.125000 Penalty: 4830.468750
	Iteration 17Q: 3 clusters Score -2078007 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2078210.750000 Penalty: 4830.468750
	Iteration 18Q: 3 clusters Score -2078211 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2078403.125000 Penalty: 4830.468750
	Iteration 19Q: 3 clusters Score -2078403 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2078540.500000 Penalty: 4830.468750
	Iteration 20F: 3 clusters Score -2078540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2078657.625000 Penalty: 4830.468750
	Iteration 21Q: 3 clusters Score -2078658 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2078739.500000 Penalty: 4830.468750
	Iteration 22Q: 3 clusters Score -2078740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2078804.250000 Penalty: 4830.468750
	Iteration 23Q: 3 clusters Score -2078804 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2078855.000000 Penalty: 4830.468750
	Iteration 24Q: 3 clusters Score -2078855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2078892.875000 Penalty: 4830.468750
	Iteration 25Q: 3 clusters Score -2078893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2078926.750000 Penalty: 4830.468750
	Iteration 26Q: 3 clusters Score -2078927 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2078962.125000 Penalty: 4830.468750
	Iteration 27Q: 3 clusters Score -2078962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2078988.875000 Penalty: 4830.468750
	Iteration 28Q: 3 clusters Score -2078989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2079013.750000 Penalty: 4830.468750
	Iteration 29Q: 3 clusters Score -2079014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2079035.625000 Penalty: 4830.468750
	Iteration 30Q: 3 clusters Score -2079036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2079057.000000 Penalty: 4830.468750
	Iteration 31Q: 3 clusters Score -2079057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2079076.875000 Penalty: 4830.468750
	Iteration 32Q: 3 clusters Score -2079077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2079093.875000 Penalty: 4830.468750
	Iteration 33Q: 3 clusters Score -2079094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2079102.125000 Penalty: 4830.468750
	Iteration 34Q: 3 clusters Score -2079102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2079113.750000 Penalty: 4830.468750
	Iteration 35Q: 3 clusters Score -2079114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2079122.250000 Penalty: 4830.468750
	Iteration 36Q: 3 clusters Score -2079122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2079137.250000 Penalty: 4830.468750
	Iteration 37Q: 3 clusters Score -2079137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2079137.875000 Penalty: 4830.468750
	Iteration 38Q: 3 clusters Score -2079138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2079143.750000 Penalty: 4830.468750
	Iteration 39Q: 3 clusters Score -2079144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2079147.250000 Penalty: 4830.468750
	Iteration 40F: 3 clusters Score -2079147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2079148.875000 Penalty: 4830.468750
	Iteration 41Q: 3 clusters Score -2079149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2079150.375000 Penalty: 4830.468750
	Iteration 42Q: 3 clusters Score -2079150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2079151.750000 Penalty: 4830.468750
	Iteration 43Q: 3 clusters Score -2079152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2079165.000000 Penalty: 4830.468750
	Iteration 44Q: 3 clusters Score -2079165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2079167.750000 Penalty: 4830.468750
	Iteration 45Q: 3 clusters Score -2079168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2079168.250000 Penalty: 4830.468750
	Iteration 46Q: 3 clusters Score -2079168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2079169.250000 Penalty: 4830.468750
	Iteration 47Q: 3 clusters Score -2079169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2079167.750000 Penalty: 4830.468750
	Iteration 48Q: 3 clusters Score -2079168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2079171.875000 Penalty: 4830.468750
	Iteration 49Q: 3 clusters Score -2079172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2079172.125000 Penalty: 4830.468750
	Iteration 50Q: 3 clusters Score -2079172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2079171.125000 Penalty: 4830.468750
	Iteration 51Q: 3 clusters Score -2079171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2079171.875000 Penalty: 4830.468750
	Iteration 52Q: 3 clusters Score -2079172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2079172.750000 Penalty: 4830.468750
	Iteration 53Q: 3 clusters Score -2079173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2079171.750000 Penalty: 4830.468750
	Iteration 54Q: 3 clusters Score -2079172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2079172.875000 Penalty: 4830.468750
	Iteration 55Q: 3 clusters Score -2079173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2079176.875000 Penalty: 4830.468750
	Iteration 56Q: 3 clusters Score -2079177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2079176.875000 Penalty: 4830.468750
	Iteration 57Q: 3 clusters Score -2079177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2079177.875000 Penalty: 4830.468750
	Iteration 58Q: 3 clusters Score -2079178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2079176.875000 Penalty: 4830.468750
	Iteration 59Q: 3 clusters Score -2079177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2079178.875000 Penalty: 4830.468750
	Iteration 60F: 3 clusters Score -2079179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2079183.000000 Penalty: 4830.468750
	Iteration 61Q: 3 clusters Score -2079183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2079181.000000 Penalty: 4830.468750
	Iteration 62Q: 3 clusters Score -2079181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2079183.750000 Penalty: 4830.468750
	Iteration 63Q: 3 clusters Score -2079184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2079182.875000 Penalty: 4830.468750
	Iteration 64Q: 3 clusters Score -2079183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2079184.375000 Penalty: 4830.468750
	Iteration 65Q: 3 clusters Score -2079184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2079187.000000 Penalty: 4830.468750
	Iteration 66Q: 3 clusters Score -2079187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2079187.000000 Penalty: 4830.468750
	Iteration 67F: 3 clusters Score -2079187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -556676.062500 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -556676.1 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 2210 members 
Entering Unmasked Estep 
Score: -552413.750000 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -552413.8 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -553448.562500 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -553448.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -553731.437500 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -553731.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -553942.312500 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -553942.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -554128.687500 Penalty: 4176.876953
	Iteration 4F: 3 clusters Score -554128.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -554314.000000 Penalty: 4176.876953
	Iteration 5Q: 3 clusters Score -554314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -554570.062500 Penalty: 4176.876953
	Iteration 6F: 3 clusters Score -554570.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -554909.062500 Penalty: 4176.876953
	Iteration 7F: 3 clusters Score -554909.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -555335.812500 Penalty: 4176.876953
	Iteration 8F: 3 clusters Score -555335.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -555786.812500 Penalty: 4176.876953
	Iteration 9F: 3 clusters Score -555786.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -556158.375000 Penalty: 4176.876953
	Iteration 10F: 3 clusters Score -556158.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -556419.375000 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -556419.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -556688.437500 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -556688.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -557023.625000 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -557023.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -557214.062500 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -557214.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -557261.250000 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -557261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -557275.250000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -557275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -557281.125000 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -557281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -557284.437500 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -557284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -557288.000000 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -557288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -557288.312500 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -557288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 3237 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 1305 members 
Entering Unmasked Estep 
Score: -134464992.000000 Penalty: 203717.484375
Splitting cluster 19 changes total score from -134465360.000000 to -134464992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (38103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Entering Unmasked Estep 
Score: -4813679.500000 Penalty: 2615.916016
	Iteration 0F: 2 clusters Score -4813680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4787868.500000 Penalty: 5231.832031
	Iteration 0F: 3 clusters Score -4787868 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4797299.500000 Penalty: 5231.832031
	Iteration 1F: 3 clusters Score -4797300 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4797691.000000 Penalty: 5231.832031
	Iteration 2Q: 3 clusters Score -4797691 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4798025.000000 Penalty: 5231.832031
	Iteration 3Q: 3 clusters Score -4798025 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4798376.000000 Penalty: 5231.832031
	Iteration 4Q: 3 clusters Score -4798376 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4798789.000000 Penalty: 5231.832031
	Iteration 5Q: 3 clusters Score -4798789 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4799376.000000 Penalty: 5231.832031
	Iteration 6Q: 3 clusters Score -4799376 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4800184.500000 Penalty: 5231.832031
	Iteration 7Q: 3 clusters Score -4800184 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4801421.500000 Penalty: 5231.832031
	Iteration 8F: 3 clusters Score -4801422 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4803165.000000 Penalty: 5231.832031
	Iteration 9F: 3 clusters Score -4803165 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4805277.000000 Penalty: 5231.832031
	Iteration 10F: 3 clusters Score -4805277 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4807427.500000 Penalty: 5231.832031
	Iteration 11F: 3 clusters Score -4807428 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4809084.000000 Penalty: 5231.832031
	Iteration 12Q: 3 clusters Score -4809084 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4810139.500000 Penalty: 5231.832031
	Iteration 13Q: 3 clusters Score -4810140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4810739.000000 Penalty: 5231.832031
	Iteration 14Q: 3 clusters Score -4810739 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4811063.000000 Penalty: 5231.832031
	Iteration 15Q: 3 clusters Score -4811063 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4811230.500000 Penalty: 5231.832031
	Iteration 16Q: 3 clusters Score -4811230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -4811319.000000 Penalty: 5231.832031
	Iteration 17Q: 3 clusters Score -4811319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4811370.000000 Penalty: 5231.832031
	Iteration 18Q: 3 clusters Score -4811370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4811405.500000 Penalty: 5231.832031
	Iteration 19Q: 3 clusters Score -4811406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4811446.500000 Penalty: 5231.832031
	Iteration 20F: 3 clusters Score -4811446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -4811456.500000 Penalty: 5231.832031
	Iteration 21Q: 3 clusters Score -4811456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4811474.000000 Penalty: 5231.832031
	Iteration 22Q: 3 clusters Score -4811474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4811470.000000 Penalty: 5231.832031
	Iteration 23Q: 3 clusters Score -4811470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4811474.000000 Penalty: 5231.832031
	Iteration 24Q: 3 clusters Score -4811474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4811477.000000 Penalty: 5231.832031
	Iteration 25Q: 3 clusters Score -4811477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4811476.500000 Penalty: 5231.832031
	Iteration 26Q: 3 clusters Score -4811476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4811481.000000 Penalty: 5231.832031
	Iteration 27Q: 3 clusters Score -4811481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4811478.000000 Penalty: 5231.832031
	Iteration 28Q: 3 clusters Score -4811478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4811475.500000 Penalty: 5231.832031
	Iteration 29Q: 3 clusters Score -4811476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -4811479.500000 Penalty: 5231.832031
	Iteration 30Q: 3 clusters Score -4811480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4811480.500000 Penalty: 5231.832031
	Iteration 31Q: 3 clusters Score -4811480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4811485.000000 Penalty: 5231.832031
	Iteration 32Q: 3 clusters Score -4811485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4811483.500000 Penalty: 5231.832031
	Iteration 33Q: 3 clusters Score -4811484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4811487.000000 Penalty: 5231.832031
	Iteration 34Q: 3 clusters Score -4811487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4811485.500000 Penalty: 5231.832031
	Iteration 35Q: 3 clusters Score -4811486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4811485.500000 Penalty: 5231.832031
	Iteration 36Q: 3 clusters Score -4811486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4811485.500000 Penalty: 5231.832031
	Iteration 37F: 3 clusters Score -4811486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Entering Unmasked Estep 
Score: -5887258.000000 Penalty: 2688.216064
	Iteration 0F: 2 clusters Score -5887258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5852758.500000 Penalty: 5376.432129
	Iteration 0F: 3 clusters Score -5852758 nChanged 23686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -5866285.500000 Penalty: 5376.432129
	Iteration 1F: 3 clusters Score -5866286 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5867259.000000 Penalty: 5376.432129
	Iteration 2Q: 3 clusters Score -5867259 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -5868376.500000 Penalty: 5376.432129
	Iteration 3F: 3 clusters Score -5868376 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5869707.000000 Penalty: 5376.432129
	Iteration 4F: 3 clusters Score -5869707 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5871269.500000 Penalty: 5376.432129
	Iteration 5F: 3 clusters Score -5871270 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -5873115.500000 Penalty: 5376.432129
	Iteration 6F: 3 clusters Score -5873116 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5874993.500000 Penalty: 5376.432129
	Iteration 7F: 3 clusters Score -5874994 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5876723.000000 Penalty: 5376.432129
	Iteration 8F: 3 clusters Score -5876723 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5878213.000000 Penalty: 5376.432129
	Iteration 9Q: 3 clusters Score -5878213 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5879514.500000 Penalty: 5376.432129
	Iteration 10Q: 3 clusters Score -5879514 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5880662.000000 Penalty: 5376.432129
	Iteration 11Q: 3 clusters Score -5880662 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5881631.500000 Penalty: 5376.432129
	Iteration 12Q: 3 clusters Score -5881632 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5882295.500000 Penalty: 5376.432129
	Iteration 13Q: 3 clusters Score -5882296 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5882827.000000 Penalty: 5376.432129
	Iteration 14Q: 3 clusters Score -5882827 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5883237.000000 Penalty: 5376.432129
	Iteration 15Q: 3 clusters Score -5883237 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -5883585.000000 Penalty: 5376.432129
	Iteration 16Q: 3 clusters Score -5883585 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5883849.000000 Penalty: 5376.432129
	Iteration 17Q: 3 clusters Score -5883849 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -5884105.000000 Penalty: 5376.432129
	Iteration 18Q: 3 clusters Score -5884105 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -5884302.000000 Penalty: 5376.432129
	Iteration 19Q: 3 clusters Score -5884302 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5884452.000000 Penalty: 5376.432129
	Iteration 20F: 3 clusters Score -5884452 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -5884606.000000 Penalty: 5376.432129
	Iteration 21Q: 3 clusters Score -5884606 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -5884718.500000 Penalty: 5376.432129
	Iteration 22Q: 3 clusters Score -5884718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -5884816.500000 Penalty: 5376.432129
	Iteration 23Q: 3 clusters Score -5884816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -5884912.500000 Penalty: 5376.432129
	Iteration 24Q: 3 clusters Score -5884912 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -5884977.000000 Penalty: 5376.432129
	Iteration 25Q: 3 clusters Score -5884977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -5885044.000000 Penalty: 5376.432129
	Iteration 26Q: 3 clusters Score -5885044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -5885081.500000 Penalty: 5376.432129
	Iteration 27Q: 3 clusters Score -5885082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -5885097.000000 Penalty: 5376.432129
	Iteration 28Q: 3 clusters Score -5885097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -5885117.000000 Penalty: 5376.432129
	Iteration 29Q: 3 clusters Score -5885117 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -5885132.500000 Penalty: 5376.432129
	Iteration 30Q: 3 clusters Score -5885132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5885155.000000 Penalty: 5376.432129
	Iteration 31Q: 3 clusters Score -5885155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -5885174.000000 Penalty: 5376.432129
	Iteration 32Q: 3 clusters Score -5885174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -5885188.500000 Penalty: 5376.432129
	Iteration 33Q: 3 clusters Score -5885188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -5885208.000000 Penalty: 5376.432129
	Iteration 34Q: 3 clusters Score -5885208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -5885206.500000 Penalty: 5376.432129
	Iteration 35Q: 3 clusters Score -5885206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -5885210.000000 Penalty: 5376.432129
	Iteration 36Q: 3 clusters Score -5885210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -5885212.500000 Penalty: 5376.432129
	Iteration 37Q: 3 clusters Score -5885212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -5885226.000000 Penalty: 5376.432129
	Iteration 38Q: 3 clusters Score -5885226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -5885227.500000 Penalty: 5376.432129
	Iteration 39Q: 3 clusters Score -5885228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -5885230.000000 Penalty: 5376.432129
	Iteration 40F: 3 clusters Score -5885230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -5885235.500000 Penalty: 5376.432129
	Iteration 41Q: 3 clusters Score -5885236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5885238.000000 Penalty: 5376.432129
	Iteration 42Q: 3 clusters Score -5885238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -5885250.000000 Penalty: 5376.432129
	Iteration 43Q: 3 clusters Score -5885250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5885259.500000 Penalty: 5376.432129
	Iteration 44Q: 3 clusters Score -5885260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -5885259.500000 Penalty: 5376.432129
	Iteration 45Q: 3 clusters Score -5885260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -5885255.500000 Penalty: 5376.432129
	Iteration 46Q: 3 clusters Score -5885256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -5885261.000000 Penalty: 5376.432129
	Iteration 47Q: 3 clusters Score -5885261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -5885262.000000 Penalty: 5376.432129
	Iteration 48Q: 3 clusters Score -5885262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -5885268.500000 Penalty: 5376.432129
	Iteration 49Q: 3 clusters Score -5885268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -5885271.500000 Penalty: 5376.432129
	Iteration 50Q: 3 clusters Score -5885272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -5885269.500000 Penalty: 5376.432129
	Iteration 51Q: 3 clusters Score -5885270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -5885276.500000 Penalty: 5376.432129
	Iteration 52Q: 3 clusters Score -5885276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -5885285.500000 Penalty: 5376.432129
	Iteration 53Q: 3 clusters Score -5885286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -5885289.000000 Penalty: 5376.432129
	Iteration 54Q: 3 clusters Score -5885289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -5885287.000000 Penalty: 5376.432129
	Iteration 55Q: 3 clusters Score -5885287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -5885288.500000 Penalty: 5376.432129
	Iteration 56Q: 3 clusters Score -5885288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -5885293.500000 Penalty: 5376.432129
	Iteration 57Q: 3 clusters Score -5885294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -5885294.000000 Penalty: 5376.432129
	Iteration 58Q: 3 clusters Score -5885294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -5885296.500000 Penalty: 5376.432129
	Iteration 59Q: 3 clusters Score -5885296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -5885300.000000 Penalty: 5376.432129
	Iteration 60F: 3 clusters Score -5885300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -5885303.000000 Penalty: 5376.432129
	Iteration 61Q: 3 clusters Score -5885303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5885304.000000 Penalty: 5376.432129
	Iteration 62Q: 3 clusters Score -5885304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -5885305.500000 Penalty: 5376.432129
	Iteration 63Q: 3 clusters Score -5885306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -5885302.000000 Penalty: 5376.432129
	Iteration 64Q: 3 clusters Score -5885302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -5885306.000000 Penalty: 5376.432129
	Iteration 65Q: 3 clusters Score -5885306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -5885301.000000 Penalty: 5376.432129
	Iteration 66Q: 3 clusters Score -5885301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5885297.500000 Penalty: 5376.432129
	Iteration 67Q: 3 clusters Score -5885298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -5885302.000000 Penalty: 5376.432129
	Iteration 68Q: 3 clusters Score -5885302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -5885300.000000 Penalty: 5376.432129
	Iteration 69Q: 3 clusters Score -5885300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5885308.000000 Penalty: 5376.432129
	Iteration 70Q: 3 clusters Score -5885308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -5885311.500000 Penalty: 5376.432129
	Iteration 71Q: 3 clusters Score -5885312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -5885308.500000 Penalty: 5376.432129
	Iteration 72Q: 3 clusters Score -5885308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -5885318.000000 Penalty: 5376.432129
	Iteration 73Q: 3 clusters Score -5885318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -5885324.000000 Penalty: 5376.432129
	Iteration 74Q: 3 clusters Score -5885324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -5885323.000000 Penalty: 5376.432129
	Iteration 75Q: 3 clusters Score -5885323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -5885317.500000 Penalty: 5376.432129
	Iteration 76Q: 3 clusters Score -5885318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5885317.500000 Penalty: 5376.432129
	Iteration 77Q: 3 clusters Score -5885318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5885317.500000 Penalty: 5376.432129
	Iteration 78F: 3 clusters Score -5885318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -658376.625000 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -658376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -653598.187500 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -653598.2 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -654838.187500 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -654838.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -655170.812500 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -655170.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -655488.812500 Penalty: 4270.627930
	Iteration 3F: 3 clusters Score -655488.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -655757.250000 Penalty: 4270.627930
	Iteration 4F: 3 clusters Score -655757.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -656020.187500 Penalty: 4270.627930
	Iteration 5F: 3 clusters Score -656020.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -656262.687500 Penalty: 4270.627930
	Iteration 6F: 3 clusters Score -656262.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -656465.375000 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -656465.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -656634.687500 Penalty: 4270.627930
	Iteration 8Q: 3 clusters Score -656634.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -656795.062500 Penalty: 4270.627930
	Iteration 9Q: 3 clusters Score -656795.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -656973.187500 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -656973.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -657177.937500 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -657177.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -657451.312500 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -657451.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -657738.687500 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -657738.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -658100.687500 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -658100.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -658465.187500 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -658465.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -658714.125000 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -658714.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -658925.437500 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -658925.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -659084.000000 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -659084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -659163.750000 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -659163.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -659198.875000 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -659198.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -659217.250000 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -659217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -659224.125000 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -659224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -659227.875000 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -659227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -659229.875000 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -659229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -659230.687500 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -659230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -659232.625000 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -659232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -659233.750000 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -659233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -659235.000000 Penalty: 4270.627930
	Iteration 28Q: 3 clusters Score -659235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -659235.000000 Penalty: 4270.627930
	Iteration 29F: 3 clusters Score -659235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 3427 members 
Entering Unmasked Estep 
Score: -134465040.000000 Penalty: 203717.484375
Splitting cluster 22 changes total score from -134465360.000000 to -134465040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -667942.625000 Penalty: 2132.952393
	Iteration 0F: 2 clusters Score -667942.6 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 2674 members 
Entering Unmasked Estep 
Score: -663192.562500 Penalty: 4265.904785
	Iteration 0F: 3 clusters Score -663192.6 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -664538.750000 Penalty: 4265.904785
	Iteration 1F: 3 clusters Score -664538.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -665100.187500 Penalty: 4265.904785
	Iteration 2F: 3 clusters Score -665100.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -665667.000000 Penalty: 4265.904785
	Iteration 3F: 3 clusters Score -665667 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -666078.875000 Penalty: 4265.904785
	Iteration 4F: 3 clusters Score -666078.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -666336.812500 Penalty: 4265.904785
	Iteration 5F: 3 clusters Score -666336.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -666510.062500 Penalty: 4265.904785
	Iteration 6Q: 3 clusters Score -666510.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -666607.937500 Penalty: 4265.904785
	Iteration 7Q: 3 clusters Score -666607.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -666664.000000 Penalty: 4265.904785
	Iteration 8Q: 3 clusters Score -666664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -666689.812500 Penalty: 4265.904785
	Iteration 9Q: 3 clusters Score -666689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -666701.562500 Penalty: 4265.904785
	Iteration 10Q: 3 clusters Score -666701.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -666708.187500 Penalty: 4265.904785
	Iteration 11Q: 3 clusters Score -666708.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -666711.000000 Penalty: 4265.904785
	Iteration 12Q: 3 clusters Score -666711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -666713.312500 Penalty: 4265.904785
	Iteration 13Q: 3 clusters Score -666713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -666717.750000 Penalty: 4265.904785
	Iteration 14Q: 3 clusters Score -666717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -666718.750000 Penalty: 4265.904785
	Iteration 15Q: 3 clusters Score -666718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -666722.000000 Penalty: 4265.904785
	Iteration 16Q: 3 clusters Score -666722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -666725.375000 Penalty: 4265.904785
	Iteration 17Q: 3 clusters Score -666725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -666733.562500 Penalty: 4265.904785
	Iteration 18Q: 3 clusters Score -666733.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -666735.062500 Penalty: 4265.904785
	Iteration 19Q: 3 clusters Score -666735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -666738.125000 Penalty: 4265.904785
	Iteration 20F: 3 clusters Score -666738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -666742.375000 Penalty: 4265.904785
	Iteration 21Q: 3 clusters Score -666742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -666744.687500 Penalty: 4265.904785
	Iteration 22Q: 3 clusters Score -666744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -666748.250000 Penalty: 4265.904785
	Iteration 23Q: 3 clusters Score -666748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -666750.437500 Penalty: 4265.904785
	Iteration 24Q: 3 clusters Score -666750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -666750.187500 Penalty: 4265.904785
	Iteration 25Q: 3 clusters Score -666750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -666750.187500 Penalty: 4265.904785
	Iteration 26F: 3 clusters Score -666750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -46433.472656 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -46433.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45051.730469 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -45051.73 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45706.937500 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -45706.94 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46142.847656 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -46142.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46577.902344 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -46577.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46858.945312 Penalty: 3226.126953
	Iteration 4F: 3 clusters Score -46858.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46944.332031 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -46944.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46994.457031 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -46994.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47063.476562 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -47063.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47092.015625 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -47092.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47098.585938 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -47098.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47099.781250 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -47099.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47100.671875 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -47100.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47101.425781 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -47101.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47101.425781 Penalty: 3226.126953
	Iteration 13F: 3 clusters Score -47101.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 372 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 296 members 
Entering Unmasked Estep 
Score: -134464560.000000 Penalty: 203717.484375
Splitting cluster 24 changes total score from -134465360.000000 to -134464560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -694083.187500 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -694083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -689086.812500 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -689086.8 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -690409.687500 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -690409.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -690698.562500 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -690698.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -690909.250000 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -690909.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -691118.437500 Penalty: 4294.367188
	Iteration 4F: 3 clusters Score -691118.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -691287.812500 Penalty: 4294.367188
	Iteration 5Q: 3 clusters Score -691287.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -691452.250000 Penalty: 4294.367188
	Iteration 6Q: 3 clusters Score -691452.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -691630.875000 Penalty: 4294.367188
	Iteration 7Q: 3 clusters Score -691630.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -691797.687500 Penalty: 4294.367188
	Iteration 8Q: 3 clusters Score -691797.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -691939.312500 Penalty: 4294.367188
	Iteration 9Q: 3 clusters Score -691939.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -692093.937500 Penalty: 4294.367188
	Iteration 10Q: 3 clusters Score -692093.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -692238.375000 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -692238.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -692384.562500 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -692384.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -692537.562500 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -692537.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -692688.812500 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -692688.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -692889.750000 Penalty: 4294.367188
	Iteration 15Q: 3 clusters Score -692889.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -693167.750000 Penalty: 4294.367188
	Iteration 16Q: 3 clusters Score -693167.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -693394.437500 Penalty: 4294.367188
	Iteration 17Q: 3 clusters Score -693394.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -693548.250000 Penalty: 4294.367188
	Iteration 18Q: 3 clusters Score -693548.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -693681.312500 Penalty: 4294.367188
	Iteration 19Q: 3 clusters Score -693681.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -693839.250000 Penalty: 4294.367188
	Iteration 20F: 3 clusters Score -693839.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -693983.812500 Penalty: 4294.367188
	Iteration 21Q: 3 clusters Score -693983.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -694061.500000 Penalty: 4294.367188
	Iteration 22Q: 3 clusters Score -694061.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -694106.250000 Penalty: 4294.367188
	Iteration 23Q: 3 clusters Score -694106.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -694130.875000 Penalty: 4294.367188
	Iteration 24Q: 3 clusters Score -694130.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -694136.562500 Penalty: 4294.367188
	Iteration 25Q: 3 clusters Score -694136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -694140.312500 Penalty: 4294.367188
	Iteration 26Q: 3 clusters Score -694140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -694140.875000 Penalty: 4294.367188
	Iteration 27Q: 3 clusters Score -694140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -694140.875000 Penalty: 4294.367188
	Iteration 28F: 3 clusters Score -694140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 2690 members 
Entering Unmasked Estep 
Score: -134464256.000000 Penalty: 203717.484375
Splitting cluster 25 changes total score from -134465360.000000 to -134464256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -41085.343750 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -41085.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40030.070312 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -40030.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40286.507812 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -40286.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40434.207031 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -40434.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40592.640625 Penalty: 2834.011475
	Iteration 3F: 3 clusters Score -40592.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -40729.468750 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -40729.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40812.292969 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -40812.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40840.816406 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -40840.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40856.171875 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -40856.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40869.914062 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -40869.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40870.968750 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -40870.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40878.199219 Penalty: 2834.011475
	Iteration 10F: 3 clusters Score -40878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40988.941406 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -40988.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41048.753906 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -41048.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41107.480469 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -41107.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41119.109375 Penalty: 2834.011475
	Iteration 14Q: 3 clusters Score -41119.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -41119.109375 Penalty: 2834.011475
	Iteration 15F: 3 clusters Score -41119.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 103 members 
Entering Unmasked Estep 
Score: -134463488.000000 Penalty: 203717.484375
Splitting cluster 26 changes total score from -134465360.000000 to -134463488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -225847.593750 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -225847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -223784.187500 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -223784.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -224928.906250 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -224928.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -225484.140625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -225484.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -225813.546875 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -225813.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -226151.390625 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -226151.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -226358.406250 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -226358.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -226504.515625 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -226504.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226610.437500 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -226610.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -226660.406250 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -226660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -226688.968750 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -226689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -226720.281250 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -226720.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -226737.281250 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -226737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -226743.703125 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -226743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -226749.125000 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -226749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -226754.468750 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -226754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226753.625000 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -226753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226753.625000 Penalty: 3616.999268
	Iteration 16F: 3 clusters Score -226753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 954 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 14025 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 515 members 
Entering Unmasked Estep 
Score: -134464880.000000 Penalty: 203717.484375
Splitting cluster 27 changes total score from -134465360.000000 to -134464880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -652599.562500 Penalty: 2133.226074
	Iteration 0F: 2 clusters Score -652599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -647851.437500 Penalty: 4266.452148
	Iteration 0F: 3 clusters Score -647851.4 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -649199.312500 Penalty: 4266.452148
	Iteration 1F: 3 clusters Score -649199.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -649565.062500 Penalty: 4266.452148
	Iteration 2F: 3 clusters Score -649565.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -649894.437500 Penalty: 4266.452148
	Iteration 3F: 3 clusters Score -649894.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -650223.687500 Penalty: 4266.452148
	Iteration 4F: 3 clusters Score -650223.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -650494.375000 Penalty: 4266.452148
	Iteration 5F: 3 clusters Score -650494.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -650740.312500 Penalty: 4266.452148
	Iteration 6Q: 3 clusters Score -650740.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -650941.875000 Penalty: 4266.452148
	Iteration 7Q: 3 clusters Score -650941.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -651127.625000 Penalty: 4266.452148
	Iteration 8Q: 3 clusters Score -651127.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -651263.312500 Penalty: 4266.452148
	Iteration 9Q: 3 clusters Score -651263.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -651404.250000 Penalty: 4266.452148
	Iteration 10Q: 3 clusters Score -651404.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -651550.312500 Penalty: 4266.452148
	Iteration 11Q: 3 clusters Score -651550.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -651643.562500 Penalty: 4266.452148
	Iteration 12Q: 3 clusters Score -651643.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -651709.687500 Penalty: 4266.452148
	Iteration 13Q: 3 clusters Score -651709.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -651741.625000 Penalty: 4266.452148
	Iteration 14Q: 3 clusters Score -651741.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -651766.437500 Penalty: 4266.452148
	Iteration 15Q: 3 clusters Score -651766.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -651783.500000 Penalty: 4266.452148
	Iteration 16Q: 3 clusters Score -651783.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -651799.750000 Penalty: 4266.452148
	Iteration 17Q: 3 clusters Score -651799.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -651815.250000 Penalty: 4266.452148
	Iteration 18Q: 3 clusters Score -651815.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -651825.312500 Penalty: 4266.452148
	Iteration 19Q: 3 clusters Score -651825.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -651836.500000 Penalty: 4266.452148
	Iteration 20F: 3 clusters Score -651836.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -651841.812500 Penalty: 4266.452148
	Iteration 21Q: 3 clusters Score -651841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -651847.500000 Penalty: 4266.452148
	Iteration 22Q: 3 clusters Score -651847.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -651852.062500 Penalty: 4266.452148
	Iteration 23Q: 3 clusters Score -651852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -651851.500000 Penalty: 4266.452148
	Iteration 24Q: 3 clusters Score -651851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -651851.875000 Penalty: 4266.452148
	Iteration 25Q: 3 clusters Score -651851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -651851.875000 Penalty: 4266.452148
	Iteration 26F: 3 clusters Score -651851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1707611.375000 Penalty: 2368.052002
	Iteration 0F: 2 clusters Score -1707611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1697251.000000 Penalty: 4736.104004
	Iteration 0F: 3 clusters Score -1697251 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1700668.250000 Penalty: 4736.104004
	Iteration 1F: 3 clusters Score -1700668 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1701198.375000 Penalty: 4736.104004
	Iteration 2F: 3 clusters Score -1701198 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1701850.625000 Penalty: 4736.104004
	Iteration 3F: 3 clusters Score -1701851 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1702744.625000 Penalty: 4736.104004
	Iteration 4F: 3 clusters Score -1702745 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1703827.125000 Penalty: 4736.104004
	Iteration 5F: 3 clusters Score -1703827 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1704903.500000 Penalty: 4736.104004
	Iteration 6F: 3 clusters Score -1704904 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1705789.125000 Penalty: 4736.104004
	Iteration 7F: 3 clusters Score -1705789 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1706496.875000 Penalty: 4736.104004
	Iteration 8F: 3 clusters Score -1706497 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1707134.750000 Penalty: 4736.104004
	Iteration 9Q: 3 clusters Score -1707135 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1707766.375000 Penalty: 4736.104004
	Iteration 10Q: 3 clusters Score -1707766 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1708329.500000 Penalty: 4736.104004
	Iteration 11Q: 3 clusters Score -1708330 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1708674.125000 Penalty: 4736.104004
	Iteration 12Q: 3 clusters Score -1708674 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1708805.500000 Penalty: 4736.104004
	Iteration 13Q: 3 clusters Score -1708806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1708848.750000 Penalty: 4736.104004
	Iteration 14Q: 3 clusters Score -1708849 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1708856.875000 Penalty: 4736.104004
	Iteration 15Q: 3 clusters Score -1708857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1708862.875000 Penalty: 4736.104004
	Iteration 16Q: 3 clusters Score -1708863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1708861.125000 Penalty: 4736.104004
	Iteration 17Q: 3 clusters Score -1708861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1708863.375000 Penalty: 4736.104004
	Iteration 18Q: 3 clusters Score -1708863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1708867.750000 Penalty: 4736.104004
	Iteration 19Q: 3 clusters Score -1708868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1708867.750000 Penalty: 4736.104004
	Iteration 20F: 3 clusters Score -1708868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Entering Unmasked Estep 
Score: -134465440.000000 Penalty: 203717.484375
Splitting cluster 29 changes total score from -134465360.000000 to -134465440.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 30 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1264094.750000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1264095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1256199.375000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1256199 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1258571.625000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1258572 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1258986.250000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1258986 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1259293.875000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -1259294 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1259509.000000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1259509 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1259689.000000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1259689 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1259869.250000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -1259869 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1260035.375000 Penalty: 4583.471191
	Iteration 7Q: 3 clusters Score -1260035 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1260214.750000 Penalty: 4583.471191
	Iteration 8Q: 3 clusters Score -1260215 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1260447.500000 Penalty: 4583.471191
	Iteration 9Q: 3 clusters Score -1260448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1260667.500000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1260668 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1260871.625000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1260872 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1261118.750000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1261119 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1261385.750000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1261386 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1261634.125000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1261634 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1261857.375000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1261857 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1262036.500000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1262036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1262167.875000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1262168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1262261.500000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1262262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1262325.000000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1262325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1262371.750000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1262372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1262420.250000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1262420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1262462.000000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1262462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1262488.875000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1262489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1262500.000000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1262500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1262509.750000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1262510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1262521.500000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1262522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1262526.625000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1262527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1262533.125000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1262533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1262530.750000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1262531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1262536.125000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1262536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1262538.875000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1262539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1262545.750000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1262546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1262549.375000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1262549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1262548.875000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1262549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1262548.250000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1262548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1262553.375000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1262553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1262553.500000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1262554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1262555.000000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1262555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1262555.625000 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -1262556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1262556.000000 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -1262556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1262557.000000 Penalty: 4583.471191
	Iteration 41Q: 3 clusters Score -1262557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1262556.875000 Penalty: 4583.471191
	Iteration 42Q: 3 clusters Score -1262557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1262557.125000 Penalty: 4583.471191
	Iteration 43Q: 3 clusters Score -1262557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1262558.250000 Penalty: 4583.471191
	Iteration 44Q: 3 clusters Score -1262558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1262558.625000 Penalty: 4583.471191
	Iteration 45Q: 3 clusters Score -1262559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1262558.625000 Penalty: 4583.471191
	Iteration 46F: 3 clusters Score -1262559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Entering Unmasked Estep 
Score: -3263880.750000 Penalty: 2523.646240
	Iteration 0F: 2 clusters Score -3263881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3245761.250000 Penalty: 5047.292480
	Iteration 0F: 3 clusters Score -3245761 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3252165.000000 Penalty: 5047.292480
	Iteration 1F: 3 clusters Score -3252165 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3252646.000000 Penalty: 5047.292480
	Iteration 2F: 3 clusters Score -3252646 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3253101.500000 Penalty: 5047.292480
	Iteration 3Q: 3 clusters Score -3253102 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3253561.000000 Penalty: 5047.292480
	Iteration 4Q: 3 clusters Score -3253561 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3254081.000000 Penalty: 5047.292480
	Iteration 5Q: 3 clusters Score -3254081 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3254610.000000 Penalty: 5047.292480
	Iteration 6Q: 3 clusters Score -3254610 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3255163.000000 Penalty: 5047.292480
	Iteration 7Q: 3 clusters Score -3255163 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3255798.500000 Penalty: 5047.292480
	Iteration 8Q: 3 clusters Score -3255798 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3256437.500000 Penalty: 5047.292480
	Iteration 9Q: 3 clusters Score -3256438 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3257070.500000 Penalty: 5047.292480
	Iteration 10Q: 3 clusters Score -3257070 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3257648.750000 Penalty: 5047.292480
	Iteration 11Q: 3 clusters Score -3257649 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3258123.500000 Penalty: 5047.292480
	Iteration 12Q: 3 clusters Score -3258124 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3258430.750000 Penalty: 5047.292480
	Iteration 13Q: 3 clusters Score -3258431 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3258629.750000 Penalty: 5047.292480
	Iteration 14Q: 3 clusters Score -3258630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3258755.500000 Penalty: 5047.292480
	Iteration 15Q: 3 clusters Score -3258756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3258840.500000 Penalty: 5047.292480
	Iteration 16Q: 3 clusters Score -3258840 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3258917.000000 Penalty: 5047.292480
	Iteration 17Q: 3 clusters Score -3258917 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3258987.750000 Penalty: 5047.292480
	Iteration 18Q: 3 clusters Score -3258988 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3259036.250000 Penalty: 5047.292480
	Iteration 19Q: 3 clusters Score -3259036 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3259062.750000 Penalty: 5047.292480
	Iteration 20F: 3 clusters Score -3259063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3259115.000000 Penalty: 5047.292480
	Iteration 21Q: 3 clusters Score -3259115 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3259148.000000 Penalty: 5047.292480
	Iteration 22Q: 3 clusters Score -3259148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3259169.500000 Penalty: 5047.292480
	Iteration 23Q: 3 clusters Score -3259170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3259200.500000 Penalty: 5047.292480
	Iteration 24Q: 3 clusters Score -3259200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3259232.250000 Penalty: 5047.292480
	Iteration 25Q: 3 clusters Score -3259232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3259250.750000 Penalty: 5047.292480
	Iteration 26Q: 3 clusters Score -3259251 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3259265.500000 Penalty: 5047.292480
	Iteration 27Q: 3 clusters Score -3259266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3259283.750000 Penalty: 5047.292480
	Iteration 28Q: 3 clusters Score -3259284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3259292.250000 Penalty: 5047.292480
	Iteration 29Q: 3 clusters Score -3259292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3259322.500000 Penalty: 5047.292480
	Iteration 30Q: 3 clusters Score -3259322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3259344.500000 Penalty: 5047.292480
	Iteration 31Q: 3 clusters Score -3259344 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3259369.000000 Penalty: 5047.292480
	Iteration 32Q: 3 clusters Score -3259369 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3259408.250000 Penalty: 5047.292480
	Iteration 33Q: 3 clusters Score -3259408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3259423.500000 Penalty: 5047.292480
	Iteration 34Q: 3 clusters Score -3259424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3259432.500000 Penalty: 5047.292480
	Iteration 35Q: 3 clusters Score -3259432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3259435.750000 Penalty: 5047.292480
	Iteration 36Q: 3 clusters Score -3259436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3259463.750000 Penalty: 5047.292480
	Iteration 37Q: 3 clusters Score -3259464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3259474.000000 Penalty: 5047.292480
	Iteration 38Q: 3 clusters Score -3259474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3259482.000000 Penalty: 5047.292480
	Iteration 39Q: 3 clusters Score -3259482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3259503.250000 Penalty: 5047.292480
	Iteration 40F: 3 clusters Score -3259503 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3259529.250000 Penalty: 5047.292480
	Iteration 41Q: 3 clusters Score -3259529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3259546.250000 Penalty: 5047.292480
	Iteration 42Q: 3 clusters Score -3259546 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3259555.500000 Penalty: 5047.292480
	Iteration 43Q: 3 clusters Score -3259556 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3259565.500000 Penalty: 5047.292480
	Iteration 44Q: 3 clusters Score -3259566 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3259579 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3259614.000000 Penalty: 5047.292480
	Iteration 46Q: 3 clusters Score -3259614 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3259631.000000 Penalty: 5047.292480
	Iteration 47Q: 3 clusters Score -3259631 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3259657.000000 Penalty: 5047.292480
	Iteration 48Q: 3 clusters Score -3259657 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3259667.750000 Penalty: 5047.292480
	Iteration 49Q: 3 clusters Score -3259668 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3259674.250000 Penalty: 5047.292480
	Iteration 50Q: 3 clusters Score -3259674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3259689.750000 Penalty: 5047.292480
	Iteration 51Q: 3 clusters Score -3259690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3259713.500000 Penalty: 5047.292480
	Iteration 52Q: 3 clusters Score -3259714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3259730.500000 Penalty: 5047.292480
	Iteration 53Q: 3 clusters Score -3259730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3259760.500000 Penalty: 5047.292480
	Iteration 54Q: 3 clusters Score -3259760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3259776.500000 Penalty: 5047.292480
	Iteration 55Q: 3 clusters Score -3259776 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3259800.500000 Penalty: 5047.292480
	Iteration 56Q: 3 clusters Score -3259800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3259846.250000 Penalty: 5047.292480
	Iteration 57Q: 3 clusters Score -3259846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3259883.500000 Penalty: 5047.292480
	Iteration 58Q: 3 clusters Score -3259884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3259918.000000 Penalty: 5047.292480
	Iteration 59Q: 3 clusters Score -3259918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3259950.750000 Penalty: 5047.292480
	Iteration 60F: 3 clusters Score -3259951 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3260005.750000 Penalty: 5047.292480
	Iteration 61Q: 3 clusters Score -3260006 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3260084.500000 Penalty: 5047.292480
	Iteration 62Q: 3 clusters Score -3260084 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3260168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3260277.250000 Penalty: 5047.292480
	Iteration 64Q: 3 clusters Score -3260277 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3260380.750000 Penalty: 5047.292480
	Iteration 65Q: 3 clusters Score -3260381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3260506.000000 Penalty: 5047.292480
	Iteration 66Q: 3 clusters Score -3260506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3260618.500000 Penalty: 5047.292480
	Iteration 67Q: 3 clusters Score -3260618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3260750.750000 Penalty: 5047.292480
	Iteration 68Q: 3 clusters Score -3260751 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3260860.500000 Penalty: 5047.292480
	Iteration 69Q: 3 clusters Score -3260860 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3260971.500000 Penalty: 5047.292480
	Iteration 70Q: 3 clusters Score -3260972 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3261089.750000 Penalty: 5047.292480
	Iteration 71Q: 3 clusters Score -3261090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3261213.500000 Penalty: 5047.292480
	Iteration 72Q: 3 clusters Score -3261214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3261310.250000 Penalty: 5047.292480
	Iteration 73Q: 3 clusters Score -3261310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3261393.000000 Penalty: 5047.292480
	Iteration 74Q: 3 clusters Score -3261393 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3261474.250000 Penalty: 5047.292480
	Iteration 75Q: 3 clusters Score -3261474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3261525.250000 Penalty: 5047.292480
	Iteration 76Q: 3 clusters Score -3261525 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3261593.250000 Penalty: 5047.292480
	Iteration 77Q: 3 clusters Score -3261593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3261628.250000 Penalty: 5047.292480
	Iteration 78Q: 3 clusters Score -3261628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3261679.500000 Penalty: 5047.292480
	Iteration 79Q: 3 clusters Score -3261680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3261709.500000 Penalty: 5047.292480
	Iteration 80F: 3 clusters Score -3261710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3261748.250000 Penalty: 5047.292480
	Iteration 81Q: 3 clusters Score -3261748 nChanged 93
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Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3261791.250000 Penalty: 5047.292480
	Iteration 82Q: 3 clusters Score -3261791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3261828.000000 Penalty: 5047.292480
	Iteration 83Q: 3 clusters Score -3261828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3261855.750000 Penalty: 5047.292480
	Iteration 84Q: 3 clusters Score -3261856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3261883.250000 Penalty: 5047.292480
	Iteration 85Q: 3 clusters Score -3261883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3261898.000000 Penalty: 5047.292480
	Iteration 86Q: 3 clusters Score -3261898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3261922.250000 Penalty: 5047.292480
	Iteration 87Q: 3 clusters Score -3261922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3261939.500000 Penalty: 5047.292480
	Iteration 88Q: 3 clusters Score -3261940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3261948.500000 Penalty: 5047.292480
	Iteration 89Q: 3 clusters Score -3261948 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3261963.000000 Penalty: 5047.292480
	Iteration 90Q: 3 clusters Score -3261963 nChanged 33
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Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3261973.000000 Penalty: 5047.292480
	Iteration 91Q: 3 clusters Score -3261973 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3261990.000000 Penalty: 5047.292480
	Iteration 92Q: 3 clusters Score -3261990 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3261992.750000 Penalty: 5047.292480
	Iteration 93Q: 3 clusters Score -3261993 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3261996.000000 Penalty: 5047.292480
	Iteration 94Q: 3 clusters Score -3261996 nChanged 22
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Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3262002.750000 Penalty: 5047.292480
	Iteration 95Q: 3 clusters Score -3262003 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3262008.750000 Penalty: 5047.292480
	Iteration 96Q: 3 clusters Score -3262009 nChanged 29
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Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3262016.000000 Penalty: 5047.292480
	Iteration 97Q: 3 clusters Score -3262016 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3262023.000000 Penalty: 5047.292480
	Iteration 98Q: 3 clusters Score -3262023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3262019.750000 Penalty: 5047.292480
	Iteration 99Q: 3 clusters Score -3262020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3262018.250000 Penalty: 5047.292480
	Iteration 100F: 3 clusters Score -3262018 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3262019.250000 Penalty: 5047.292480
	Iteration 101Q: 3 clusters Score -3262019 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3262026.750000 Penalty: 5047.292480
	Iteration 102Q: 3 clusters Score -3262027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3262026.500000 Penalty: 5047.292480
	Iteration 103Q: 3 clusters Score -3262026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3262035.000000 Penalty: 5047.292480
	Iteration 104Q: 3 clusters Score -3262035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3262036.250000 Penalty: 5047.292480
	Iteration 105Q: 3 clusters Score -3262036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3262042.250000 Penalty: 5047.292480
	Iteration 106Q: 3 clusters Score -3262042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3262039.000000 Penalty: 5047.292480
	Iteration 107Q: 3 clusters Score -3262039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3262037.250000 Penalty: 5047.292480
	Iteration 108Q: 3 clusters Score -3262037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3262040.000000 Penalty: 5047.292480
	Iteration 109Q: 3 clusters Score -3262040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3262046.250000 Penalty: 5047.292480
	Iteration 110Q: 3 clusters Score -3262046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3262044.000000 Penalty: 5047.292480
	Iteration 111Q: 3 clusters Score -3262044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3262049.750000 Penalty: 5047.292480
	Iteration 112Q: 3 clusters Score -3262050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3262054.000000 Penalty: 5047.292480
	Iteration 113Q: 3 clusters Score -3262054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3262052.250000 Penalty: 5047.292480
	Iteration 114Q: 3 clusters Score -3262052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3262054.000000 Penalty: 5047.292480
	Iteration 115Q: 3 clusters Score -3262054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3262054.000000 Penalty: 5047.292480
	Iteration 116Q: 3 clusters Score -3262054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3262056.500000 Penalty: 5047.292480
	Iteration 117Q: 3 clusters Score -3262056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3262060.500000 Penalty: 5047.292480
	Iteration 118Q: 3 clusters Score -3262060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3262067.000000 Penalty: 5047.292480
	Iteration 119Q: 3 clusters Score -3262067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3262067.250000 Penalty: 5047.292480
	Iteration 120F: 3 clusters Score -3262067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3262072.000000 Penalty: 5047.292480
	Iteration 121Q: 3 clusters Score -3262072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3262067.250000 Penalty: 5047.292480
	Iteration 122Q: 3 clusters Score -3262067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3262075.000000 Penalty: 5047.292480
	Iteration 123Q: 3 clusters Score -3262075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3262077.250000 Penalty: 5047.292480
	Iteration 124Q: 3 clusters Score -3262077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3262079.500000 Penalty: 5047.292480
	Iteration 125Q: 3 clusters Score -3262080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3262082.750000 Penalty: 5047.292480
	Iteration 126Q: 3 clusters Score -3262083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3262082.250000 Penalty: 5047.292480
	Iteration 127Q: 3 clusters Score -3262082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3262083.750000 Penalty: 5047.292480
	Iteration 128Q: 3 clusters Score -3262084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3262086.000000 Penalty: 5047.292480
	Iteration 129Q: 3 clusters Score -3262086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3262090.250000 Penalty: 5047.292480
	Iteration 130Q: 3 clusters Score -3262090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3262096.250000 Penalty: 5047.292480
	Iteration 131Q: 3 clusters Score -3262096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3262105.750000 Penalty: 5047.292480
	Iteration 132Q: 3 clusters Score -3262106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3262108.000000 Penalty: 5047.292480
	Iteration 133Q: 3 clusters Score -3262108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3262110.750000 Penalty: 5047.292480
	Iteration 134Q: 3 clusters Score -3262111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3262107.250000 Penalty: 5047.292480
	Iteration 135Q: 3 clusters Score -3262107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3262106.000000 Penalty: 5047.292480
	Iteration 136Q: 3 clusters Score -3262106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3262104.750000 Penalty: 5047.292480
	Iteration 137Q: 3 clusters Score -3262105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3262108.750000 Penalty: 5047.292480
	Iteration 138Q: 3 clusters Score -3262109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3262113.000000 Penalty: 5047.292480
	Iteration 139Q: 3 clusters Score -3262113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3262113.500000 Penalty: 5047.292480
	Iteration 140F: 3 clusters Score -3262114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3262119.000000 Penalty: 5047.292480
	Iteration 141Q: 3 clusters Score -3262119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3262119.250000 Penalty: 5047.292480
	Iteration 142Q: 3 clusters Score -3262119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3262121.500000 Penalty: 5047.292480
	Iteration 143Q: 3 clusters Score -3262122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3262120.250000 Penalty: 5047.292480
	Iteration 144Q: 3 clusters Score -3262120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3262123.250000 Penalty: 5047.292480
	Iteration 145Q: 3 clusters Score -3262123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3262120.000000 Penalty: 5047.292480
	Iteration 146Q: 3 clusters Score -3262120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3262120.000000 Penalty: 5047.292480
	Iteration 147F: 3 clusters Score -3262120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -439749.843750 Penalty: 2068.492188
	Iteration 0F: 2 clusters Score -439749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -435833.312500 Penalty: 4136.984375
	Iteration 0F: 3 clusters Score -435833.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -436975.187500 Penalty: 4136.984375
	Iteration 1F: 3 clusters Score -436975.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -437499.312500 Penalty: 4136.984375
	Iteration 2F: 3 clusters Score -437499.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -438058.531250 Penalty: 4136.984375
	Iteration 3F: 3 clusters Score -438058.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -438448.843750 Penalty: 4136.984375
	Iteration 4F: 3 clusters Score -438448.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -438668.343750 Penalty: 4136.984375
	Iteration 5F: 3 clusters Score -438668.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -438798.468750 Penalty: 4136.984375
	Iteration 6Q: 3 clusters Score -438798.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -438876.093750 Penalty: 4136.984375
	Iteration 7Q: 3 clusters Score -438876.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -438925.812500 Penalty: 4136.984375
	Iteration 8Q: 3 clusters Score -438925.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -438967.843750 Penalty: 4136.984375
	Iteration 9Q: 3 clusters Score -438967.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -439015.500000 Penalty: 4136.984375
	Iteration 10Q: 3 clusters Score -439015.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -439052.562500 Penalty: 4136.984375
	Iteration 11Q: 3 clusters Score -439052.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -439088.625000 Penalty: 4136.984375
	Iteration 12Q: 3 clusters Score -439088.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -439118.687500 Penalty: 4136.984375
	Iteration 13Q: 3 clusters Score -439118.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -439152.343750 Penalty: 4136.984375
	Iteration 14Q: 3 clusters Score -439152.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -439177.937500 Penalty: 4136.984375
	Iteration 15Q: 3 clusters Score -439177.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -439209.656250 Penalty: 4136.984375
	Iteration 16Q: 3 clusters Score -439209.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -439250.000000 Penalty: 4136.984375
	Iteration 17Q: 3 clusters Score -439250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -439277.187500 Penalty: 4136.984375
	Iteration 18Q: 3 clusters Score -439277.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -439298.937500 Penalty: 4136.984375
	Iteration 19Q: 3 clusters Score -439298.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -439312.718750 Penalty: 4136.984375
	Iteration 20F: 3 clusters Score -439312.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -439322.062500 Penalty: 4136.984375
	Iteration 21Q: 3 clusters Score -439322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -439329.031250 Penalty: 4136.984375
	Iteration 22Q: 3 clusters Score -439329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -439340.218750 Penalty: 4136.984375
	Iteration 23Q: 3 clusters Score -439340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -439352.812500 Penalty: 4136.984375
	Iteration 24Q: 3 clusters Score -439352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -439367.093750 Penalty: 4136.984375
	Iteration 25Q: 3 clusters Score -439367.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -439380.687500 Penalty: 4136.984375
	Iteration 26Q: 3 clusters Score -439380.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -439388.500000 Penalty: 4136.984375
	Iteration 27Q: 3 clusters Score -439388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -439399.062500 Penalty: 4136.984375
	Iteration 28Q: 3 clusters Score -439399.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -439411.031250 Penalty: 4136.984375
	Iteration 29Q: 3 clusters Score -439411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -439422.531250 Penalty: 4136.984375
	Iteration 30Q: 3 clusters Score -439422.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -439432.687500 Penalty: 4136.984375
	Iteration 31Q: 3 clusters Score -439432.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -439446.875000 Penalty: 4136.984375
	Iteration 32Q: 3 clusters Score -439446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -439459.843750 Penalty: 4136.984375
	Iteration 33Q: 3 clusters Score -439459.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -439465.843750 Penalty: 4136.984375
	Iteration 34Q: 3 clusters Score -439465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -439471.843750 Penalty: 4136.984375
	Iteration 35Q: 3 clusters Score -439471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -439475.593750 Penalty: 4136.984375
	Iteration 36Q: 3 clusters Score -439475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -439477.843750 Penalty: 4136.984375
	Iteration 37Q: 3 clusters Score -439477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -439480.062500 Penalty: 4136.984375
	Iteration 38Q: 3 clusters Score -439480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -439484.625000 Penalty: 4136.984375
	Iteration 39Q: 3 clusters Score -439484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -439485.875000 Penalty: 4136.984375
	Iteration 40F: 3 clusters Score -439485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -439489.531250 Penalty: 4136.984375
	Iteration 41Q: 3 clusters Score -439489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -439491.843750 Penalty: 4136.984375
	Iteration 42Q: 3 clusters Score -439491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -439492.375000 Penalty: 4136.984375
	Iteration 43Q: 3 clusters Score -439492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -439495.406250 Penalty: 4136.984375
	Iteration 44Q: 3 clusters Score -439495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -439497.281250 Penalty: 4136.984375
	Iteration 45Q: 3 clusters Score -439497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -439498.812500 Penalty: 4136.984375
	Iteration 46Q: 3 clusters Score -439498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -439500.218750 Penalty: 4136.984375
	Iteration 47Q: 3 clusters Score -439500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -439501.343750 Penalty: 4136.984375
	Iteration 48Q: 3 clusters Score -439501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -439503.312500 Penalty: 4136.984375
	Iteration 49Q: 3 clusters Score -439503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -439505.468750 Penalty: 4136.984375
	Iteration 50Q: 3 clusters Score -439505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -439507.281250 Penalty: 4136.984375
	Iteration 51Q: 3 clusters Score -439507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -439508.156250 Penalty: 4136.984375
	Iteration 52Q: 3 clusters Score -439508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -439508.687500 Penalty: 4136.984375
	Iteration 53Q: 3 clusters Score -439508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -439512.031250 Penalty: 4136.984375
	Iteration 54Q: 3 clusters Score -439512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -439513.187500 Penalty: 4136.984375
	Iteration 55Q: 3 clusters Score -439513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -439514.250000 Penalty: 4136.984375
	Iteration 56Q: 3 clusters Score -439514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439515.843750 Penalty: 4136.984375
	Iteration 57Q: 3 clusters Score -439515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -439518.125000 Penalty: 4136.984375
	Iteration 58Q: 3 clusters Score -439518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -439519.281250 Penalty: 4136.984375
	Iteration 59Q: 3 clusters Score -439519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -439519.593750 Penalty: 4136.984375
	Iteration 60F: 3 clusters Score -439519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -2078705.375000 Penalty: 2415.731201
	Iteration 0F: 2 clusters Score -2078705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2066573.875000 Penalty: 4831.462402
	Iteration 0F: 3 clusters Score -2066574 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2070741.375000 Penalty: 4831.462402
	Iteration 1F: 3 clusters Score -2070741 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2071335.875000 Penalty: 4831.462402
	Iteration 2F: 3 clusters Score -2071336 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2071939.375000 Penalty: 4831.462402
	Iteration 3F: 3 clusters Score -2071939 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2072566.375000 Penalty: 4831.462402
	Iteration 4F: 3 clusters Score -2072566 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2073344.875000 Penalty: 4831.462402
	Iteration 5F: 3 clusters Score -2073345 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2074273.625000 Penalty: 4831.462402
	Iteration 6F: 3 clusters Score -2074274 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2075285.125000 Penalty: 4831.462402
	Iteration 7F: 3 clusters Score -2075285 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2076130.875000 Penalty: 4831.462402
	Iteration 8F: 3 clusters Score -2076131 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2076919.375000 Penalty: 4831.462402
	Iteration 9F: 3 clusters Score -2076919 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2077615.500000 Penalty: 4831.462402
	Iteration 10Q: 3 clusters Score -2077616 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2078047.250000 Penalty: 4831.462402
	Iteration 11Q: 3 clusters Score -2078047 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2078271.250000 Penalty: 4831.462402
	Iteration 12Q: 3 clusters Score -2078271 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2078414.875000 Penalty: 4831.462402
	Iteration 13Q: 3 clusters Score -2078415 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2078508.625000 Penalty: 4831.462402
	Iteration 14Q: 3 clusters Score -2078509 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2078588.375000 Penalty: 4831.462402
	Iteration 15Q: 3 clusters Score -2078588 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2078670.250000 Penalty: 4831.462402
	Iteration 16Q: 3 clusters Score -2078670 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2078734.500000 Penalty: 4831.462402
	Iteration 17Q: 3 clusters Score -2078734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2078778.875000 Penalty: 4831.462402
	Iteration 18Q: 3 clusters Score -2078779 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2078831.625000 Penalty: 4831.462402
	Iteration 19Q: 3 clusters Score -2078832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2078873.375000 Penalty: 4831.462402
	Iteration 20F: 3 clusters Score -2078873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2078902.875000 Penalty: 4831.462402
	Iteration 21Q: 3 clusters Score -2078903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2078932.875000 Penalty: 4831.462402
	Iteration 22Q: 3 clusters Score -2078933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2078955.125000 Penalty: 4831.462402
	Iteration 23Q: 3 clusters Score -2078955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2078973.625000 Penalty: 4831.462402
	Iteration 24Q: 3 clusters Score -2078974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2078981.250000 Penalty: 4831.462402
	Iteration 25Q: 3 clusters Score -2078981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2078991.500000 Penalty: 4831.462402
	Iteration 26Q: 3 clusters Score -2078992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2079003.500000 Penalty: 4831.462402
	Iteration 27Q: 3 clusters Score -2079004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2079006.000000 Penalty: 4831.462402
	Iteration 28Q: 3 clusters Score -2079006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2079012.875000 Penalty: 4831.462402
	Iteration 29Q: 3 clusters Score -2079013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2079030.750000 Penalty: 4831.462402
	Iteration 30Q: 3 clusters Score -2079031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2079034.500000 Penalty: 4831.462402
	Iteration 31Q: 3 clusters Score -2079034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2079045.250000 Penalty: 4831.462402
	Iteration 32Q: 3 clusters Score -2079045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2079045.875000 Penalty: 4831.462402
	Iteration 33Q: 3 clusters Score -2079046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2079052.375000 Penalty: 4831.462402
	Iteration 34Q: 3 clusters Score -2079052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2079064.125000 Penalty: 4831.462402
	Iteration 35Q: 3 clusters Score -2079064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2079063.375000 Penalty: 4831.462402
	Iteration 36Q: 3 clusters Score -2079063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2079064.375000 Penalty: 4831.462402
	Iteration 37Q: 3 clusters Score -2079064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2079076.250000 Penalty: 4831.462402
	Iteration 38Q: 3 clusters Score -2079076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2079076.375000 Penalty: 4831.462402
	Iteration 39Q: 3 clusters Score -2079076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2079082.625000 Penalty: 4831.462402
	Iteration 40F: 3 clusters Score -2079083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2079089.875000 Penalty: 4831.462402
	Iteration 41Q: 3 clusters Score -2079090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2079089.000000 Penalty: 4831.462402
	Iteration 42Q: 3 clusters Score -2079089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2079096.250000 Penalty: 4831.462402
	Iteration 43Q: 3 clusters Score -2079096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2079102.500000 Penalty: 4831.462402
	Iteration 44Q: 3 clusters Score -2079102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2079104.750000 Penalty: 4831.462402
	Iteration 45Q: 3 clusters Score -2079105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2079102.125000 Penalty: 4831.462402
	Iteration 46Q: 3 clusters Score -2079102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2079105.625000 Penalty: 4831.462402
	Iteration 47Q: 3 clusters Score -2079106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2079109.000000 Penalty: 4831.462402
	Iteration 48Q: 3 clusters Score -2079109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2079110.625000 Penalty: 4831.462402
	Iteration 49Q: 3 clusters Score -2079111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2079113.125000 Penalty: 4831.462402
	Iteration 50Q: 3 clusters Score -2079113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2079114.375000 Penalty: 4831.462402
	Iteration 51Q: 3 clusters Score -2079114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2079122.500000 Penalty: 4831.462402
	Iteration 52Q: 3 clusters Score -2079122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2079122.250000 Penalty: 4831.462402
	Iteration 53Q: 3 clusters Score -2079122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2079127.000000 Penalty: 4831.462402
	Iteration 54Q: 3 clusters Score -2079127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2079130.250000 Penalty: 4831.462402
	Iteration 55Q: 3 clusters Score -2079130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2079137.375000 Penalty: 4831.462402
	Iteration 56Q: 3 clusters Score -2079137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2079138.625000 Penalty: 4831.462402
	Iteration 57Q: 3 clusters Score -2079139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2079139.875000 Penalty: 4831.462402
	Iteration 58Q: 3 clusters Score -2079140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2079142.000000 Penalty: 4831.462402
	Iteration 59Q: 3 clusters Score -2079142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2079148.250000 Penalty: 4831.462402
	Iteration 60F: 3 clusters Score -2079148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2079150.750000 Penalty: 4831.462402
	Iteration 61Q: 3 clusters Score -2079151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2079151.500000 Penalty: 4831.462402
	Iteration 62Q: 3 clusters Score -2079152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2079152.375000 Penalty: 4831.462402
	Iteration 63Q: 3 clusters Score -2079152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2079151.250000 Penalty: 4831.462402
	Iteration 64Q: 3 clusters Score -2079151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2079150.750000 Penalty: 4831.462402
	Iteration 65Q: 3 clusters Score -2079151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2079152.250000 Penalty: 4831.462402
	Iteration 66Q: 3 clusters Score -2079152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2079153.625000 Penalty: 4831.462402
	Iteration 67Q: 3 clusters Score -2079154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2079153.875000 Penalty: 4831.462402
	Iteration 68Q: 3 clusters Score -2079154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2079153.875000 Penalty: 4831.462402
	Iteration 69Q: 3 clusters Score -2079154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2079153.875000 Penalty: 4831.462402
	Iteration 70F: 3 clusters Score -2079154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 10479 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 6519 members 
Entering Unmasked Estep 
Score: -134464816.000000 Penalty: 207170.328125
Splitting cluster 33 changes total score from -134465360.000000 to -134464816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (41631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Entering Unmasked Estep 
Score: -5228440.500000 Penalty: 2637.876953
	Iteration 0F: 2 clusters Score -5228440 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 20929 members 
Entering Unmasked Estep 
Score: -5200336.000000 Penalty: 5275.753906
	Iteration 0F: 3 clusters Score -5200336 nChanged 18936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5210883.000000 Penalty: 5275.753906
	Iteration 1F: 3 clusters Score -5210883 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5211432.500000 Penalty: 5275.753906
	Iteration 2Q: 3 clusters Score -5211432 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5211978.000000 Penalty: 5275.753906
	Iteration 3Q: 3 clusters Score -5211978 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5212644.500000 Penalty: 5275.753906
	Iteration 4Q: 3 clusters Score -5212644 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5213551.000000 Penalty: 5275.753906
	Iteration 5Q: 3 clusters Score -5213551 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5214881.000000 Penalty: 5275.753906
	Iteration 6F: 3 clusters Score -5214881 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5216722.000000 Penalty: 5275.753906
	Iteration 7F: 3 clusters Score -5216722 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5219125.000000 Penalty: 5275.753906
	Iteration 8F: 3 clusters Score -5219125 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -5221702.500000 Penalty: 5275.753906
	Iteration 9F: 3 clusters Score -5221702 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5223809.000000 Penalty: 5275.753906
	Iteration 10F: 3 clusters Score -5223809 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5225046.000000 Penalty: 5275.753906
	Iteration 11Q: 3 clusters Score -5225046 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5225614.500000 Penalty: 5275.753906
	Iteration 12Q: 3 clusters Score -5225614 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -5225848.500000 Penalty: 5275.753906
	Iteration 13Q: 3 clusters Score -5225848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5225976.500000 Penalty: 5275.753906
	Iteration 14Q: 3 clusters Score -5225976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5226042.000000 Penalty: 5275.753906
	Iteration 15Q: 3 clusters Score -5226042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5226105.500000 Penalty: 5275.753906
	Iteration 16Q: 3 clusters Score -5226106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5226135.500000 Penalty: 5275.753906
	Iteration 17Q: 3 clusters Score -5226136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5226140.500000 Penalty: 5275.753906
	Iteration 18Q: 3 clusters Score -5226140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5226142.500000 Penalty: 5275.753906
	Iteration 19Q: 3 clusters Score -5226142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5226145.500000 Penalty: 5275.753906
	Iteration 20F: 3 clusters Score -5226146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5226148.000000 Penalty: 5275.753906
	Iteration 21Q: 3 clusters Score -5226148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5226148.500000 Penalty: 5275.753906
	Iteration 22Q: 3 clusters Score -5226148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5226148.500000 Penalty: 5275.753906
	Iteration 23F: 3 clusters Score -5226148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -225961.781250 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -225961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223359.171875 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -223359.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223801.812500 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -223801.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223947.406250 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -223947.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -224074.359375 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -224074.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224202.953125 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -224203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224318.359375 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -224318.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -224479.468750 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -224479.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -224690.453125 Penalty: 3750.316162
	Iteration 7F: 3 clusters Score -224690.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -225005.109375 Penalty: 3750.316162
	Iteration 8F: 3 clusters Score -225005.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225351.015625 Penalty: 3750.316162
	Iteration 9F: 3 clusters Score -225351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -225697.156250 Penalty: 3750.316162
	Iteration 10F: 3 clusters Score -225697.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -226206.125000 Penalty: 3750.316162
	Iteration 11F: 3 clusters Score -226206.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -226804.250000 Penalty: 3750.316162
	Iteration 12F: 3 clusters Score -226804.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -227171.812500 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -227171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -227250.062500 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -227250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -227399.375000 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -227399.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227515.421875 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -227515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227517.343750 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -227517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227517.343750 Penalty: 3750.316162
	Iteration 18F: 3 clusters Score -227517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Entering Unmasked Estep 
Score: -134465392.000000 Penalty: 207170.328125
Splitting cluster 35 changes total score from -134465360.000000 to -134465392.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 36 (27362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Entering Unmasked Estep 
Score: -3370701.250000 Penalty: 2533.793701
	Iteration 0F: 2 clusters Score -3370701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3351932.250000 Penalty: 5067.587402
	Iteration 0F: 3 clusters Score -3351932 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3358546.000000 Penalty: 5067.587402
	Iteration 1F: 3 clusters Score -3358546 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3359111.500000 Penalty: 5067.587402
	Iteration 2F: 3 clusters Score -3359112 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3359740.750000 Penalty: 5067.587402
	Iteration 3F: 3 clusters Score -3359741 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3360492.500000 Penalty: 5067.587402
	Iteration 4F: 3 clusters Score -3360492 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3361453.500000 Penalty: 5067.587402
	Iteration 5F: 3 clusters Score -3361454 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3362729.500000 Penalty: 5067.587402
	Iteration 6F: 3 clusters Score -3362730 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3364476.500000 Penalty: 5067.587402
	Iteration 7F: 3 clusters Score -3364476 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3366713.250000 Penalty: 5067.587402
	Iteration 8F: 3 clusters Score -3366713 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3368920.750000 Penalty: 5067.587402
	Iteration 9F: 3 clusters Score -3368921 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3370038.250000 Penalty: 5067.587402
	Iteration 10Q: 3 clusters Score -3370038 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3370475.250000 Penalty: 5067.587402
	Iteration 11Q: 3 clusters Score -3370475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3370645.750000 Penalty: 5067.587402
	Iteration 12Q: 3 clusters Score -3370646 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3370729.500000 Penalty: 5067.587402
	Iteration 13Q: 3 clusters Score -3370730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3370775.500000 Penalty: 5067.587402
	Iteration 14Q: 3 clusters Score -3370776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3370822.750000 Penalty: 5067.587402
	Iteration 15Q: 3 clusters Score -3370823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3370830.500000 Penalty: 5067.587402
	Iteration 16Q: 3 clusters Score -3370830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3370867.750000 Penalty: 5067.587402
	Iteration 17Q: 3 clusters Score -3370868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3370886.250000 Penalty: 5067.587402
	Iteration 18Q: 3 clusters Score -3370886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3370907.250000 Penalty: 5067.587402
	Iteration 19Q: 3 clusters Score -3370907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3370925.750000 Penalty: 5067.587402
	Iteration 20F: 3 clusters Score -3370926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3370959.500000 Penalty: 5067.587402
	Iteration 21Q: 3 clusters Score -3370960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3370979.500000 Penalty: 5067.587402
	Iteration 22Q: 3 clusters Score -3370980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3370986.750000 Penalty: 5067.587402
	Iteration 23Q: 3 clusters Score -3370987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3370995.000000 Penalty: 5067.587402
	Iteration 24Q: 3 clusters Score -3370995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3371021.750000 Penalty: 5067.587402
	Iteration 25Q: 3 clusters Score -3371022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3371033.000000 Penalty: 5067.587402
	Iteration 26Q: 3 clusters Score -3371033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3371049.750000 Penalty: 5067.587402
	Iteration 27Q: 3 clusters Score -3371050 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3371078.750000 Penalty: 5067.587402
	Iteration 28Q: 3 clusters Score -3371079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3371100.000000 Penalty: 5067.587402
	Iteration 29Q: 3 clusters Score -3371100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3371125.500000 Penalty: 5067.587402
	Iteration 30Q: 3 clusters Score -3371126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3371141.750000 Penalty: 5067.587402
	Iteration 31Q: 3 clusters Score -3371142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3371171.750000 Penalty: 5067.587402
	Iteration 32Q: 3 clusters Score -3371172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3371181.750000 Penalty: 5067.587402
	Iteration 33Q: 3 clusters Score -3371182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3371199.000000 Penalty: 5067.587402
	Iteration 34Q: 3 clusters Score -3371199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3371230.000000 Penalty: 5067.587402
	Iteration 35Q: 3 clusters Score -3371230 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3371249.250000 Penalty: 5067.587402
	Iteration 36Q: 3 clusters Score -3371249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3371283.250000 Penalty: 5067.587402
	Iteration 37Q: 3 clusters Score -3371283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3371308.250000 Penalty: 5067.587402
	Iteration 38Q: 3 clusters Score -3371308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3371320.500000 Penalty: 5067.587402
	Iteration 39Q: 3 clusters Score -3371320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3371359.500000 Penalty: 5067.587402
	Iteration 40F: 3 clusters Score -3371360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3371386.750000 Penalty: 5067.587402
	Iteration 41Q: 3 clusters Score -3371387 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3371418.500000 Penalty: 5067.587402
	Iteration 42Q: 3 clusters Score -3371418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3371444.000000 Penalty: 5067.587402
	Iteration 43Q: 3 clusters Score -3371444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3371464.000000 Penalty: 5067.587402
	Iteration 44Q: 3 clusters Score -3371464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3371484.250000 Penalty: 5067.587402
	Iteration 45Q: 3 clusters Score -3371484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3371479.750000 Penalty: 5067.587402
	Iteration 46Q: 3 clusters Score -3371480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3371494.000000 Penalty: 5067.587402
	Iteration 47Q: 3 clusters Score -3371494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3371487.750000 Penalty: 5067.587402
	Iteration 48Q: 3 clusters Score -3371488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3371497.750000 Penalty: 5067.587402
	Iteration 49Q: 3 clusters Score -3371498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3371519.250000 Penalty: 5067.587402
	Iteration 50Q: 3 clusters Score -3371519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3371501.000000 Penalty: 5067.587402
	Iteration 51Q: 3 clusters Score -3371501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3371499.000000 Penalty: 5067.587402
	Iteration 52Q: 3 clusters Score -3371499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3371504.500000 Penalty: 5067.587402
	Iteration 53Q: 3 clusters Score -3371504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3371502.750000 Penalty: 5067.587402
	Iteration 54Q: 3 clusters Score -3371503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3371501.250000 Penalty: 5067.587402
	Iteration 55Q: 3 clusters Score -3371501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3371503.500000 Penalty: 5067.587402
	Iteration 56Q: 3 clusters Score -3371504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3371504.750000 Penalty: 5067.587402
	Iteration 57Q: 3 clusters Score -3371505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3371509.000000 Penalty: 5067.587402
	Iteration 58Q: 3 clusters Score -3371509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3371505.750000 Penalty: 5067.587402
	Iteration 59Q: 3 clusters Score -3371506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3371510.250000 Penalty: 5067.587402
	Iteration 60F: 3 clusters Score -3371510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3371507.500000 Penalty: 5067.587402
	Iteration 61Q: 3 clusters Score -3371508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3371507.500000 Penalty: 5067.587402
	Iteration 62F: 3 clusters Score -3371508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 10550 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 8174 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 16812 members 
Entering Unmasked Estep 
Score: -134465232.000000 Penalty: 210623.171875
Splitting cluster 36 changes total score from -134465360.000000 to -134465232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (11791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Entering Unmasked Estep 
Score: -1298734.750000 Penalty: 2325.022705
	Iteration 0F: 2 clusters Score -1298735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1289993.250000 Penalty: 4650.045410
	Iteration 0F: 3 clusters Score -1289993 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1292924.750000 Penalty: 4650.045410
	Iteration 1F: 3 clusters Score -1292925 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1293604.625000 Penalty: 4650.045410
	Iteration 2F: 3 clusters Score -1293605 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1294337.000000 Penalty: 4650.045410
	Iteration 3F: 3 clusters Score -1294337 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1295208.125000 Penalty: 4650.045410
	Iteration 4F: 3 clusters Score -1295208 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1296190.500000 Penalty: 4650.045410
	Iteration 5F: 3 clusters Score -1296190 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1297034.750000 Penalty: 4650.045410
	Iteration 6F: 3 clusters Score -1297035 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1297620.875000 Penalty: 4650.045410
	Iteration 7F: 3 clusters Score -1297621 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1298010.375000 Penalty: 4650.045410
	Iteration 8Q: 3 clusters Score -1298010 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1298206.375000 Penalty: 4650.045410
	Iteration 9Q: 3 clusters Score -1298206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1298321.000000 Penalty: 4650.045410
	Iteration 10Q: 3 clusters Score -1298321 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1298374.250000 Penalty: 4650.045410
	Iteration 11Q: 3 clusters Score -1298374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1298403.625000 Penalty: 4650.045410
	Iteration 12Q: 3 clusters Score -1298404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1298439.875000 Penalty: 4650.045410
	Iteration 13Q: 3 clusters Score -1298440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1298468.500000 Penalty: 4650.045410
	Iteration 14Q: 3 clusters Score -1298468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1298489.875000 Penalty: 4650.045410
	Iteration 15Q: 3 clusters Score -1298490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1298508.500000 Penalty: 4650.045410
	Iteration 16Q: 3 clusters Score -1298508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1298519.875000 Penalty: 4650.045410
	Iteration 17Q: 3 clusters Score -1298520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1298528.375000 Penalty: 4650.045410
	Iteration 18Q: 3 clusters Score -1298528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1298531.750000 Penalty: 4650.045410
	Iteration 19Q: 3 clusters Score -1298532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1298532.750000 Penalty: 4650.045410
	Iteration 20F: 3 clusters Score -1298533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1298537.000000 Penalty: 4650.045410
	Iteration 21Q: 3 clusters Score -1298537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1298538.250000 Penalty: 4650.045410
	Iteration 22Q: 3 clusters Score -1298538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1298541.875000 Penalty: 4650.045410
	Iteration 23Q: 3 clusters Score -1298542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1298543.875000 Penalty: 4650.045410
	Iteration 24Q: 3 clusters Score -1298544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1298542.875000 Penalty: 4650.045410
	Iteration 25Q: 3 clusters Score -1298543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1298545.750000 Penalty: 4650.045410
	Iteration 26Q: 3 clusters Score -1298546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1298546.625000 Penalty: 4650.045410
	Iteration 27Q: 3 clusters Score -1298547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1298547.500000 Penalty: 4650.045410
	Iteration 28Q: 3 clusters Score -1298548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1298549.125000 Penalty: 4650.045410
	Iteration 29Q: 3 clusters Score -1298549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1298550.000000 Penalty: 4650.045410
	Iteration 30Q: 3 clusters Score -1298550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1298555.875000 Penalty: 4650.045410
	Iteration 31Q: 3 clusters Score -1298556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1298557.500000 Penalty: 4650.045410
	Iteration 32Q: 3 clusters Score -1298558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1298558.875000 Penalty: 4650.045410
	Iteration 33Q: 3 clusters Score -1298559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1298559.250000 Penalty: 4650.045410
	Iteration 34Q: 3 clusters Score -1298559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1298559.125000 Penalty: 4650.045410
	Iteration 35Q: 3 clusters Score -1298559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1298559.125000 Penalty: 4650.045410
	Iteration 36Q: 3 clusters Score -1298559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1298558.500000 Penalty: 4650.045410
	Iteration 37Q: 3 clusters Score -1298558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1298559.500000 Penalty: 4650.045410
	Iteration 38Q: 3 clusters Score -1298560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1298559.375000 Penalty: 4650.045410
	Iteration 39Q: 3 clusters Score -1298559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1298560.625000 Penalty: 4650.045410
	Iteration 40F: 3 clusters Score -1298561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1298559.750000 Penalty: 4650.045410
	Iteration 41Q: 3 clusters Score -1298560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1298559.750000 Penalty: 4650.045410
	Iteration 42F: 3 clusters Score -1298560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -192030.328125 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -192030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -189633.468750 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -189633.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190044.312500 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -190044.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -190152.046875 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -190152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190208.093750 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -190208.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190247.343750 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -190247.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190288.703125 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -190288.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -190316.859375 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -190316.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -190346.812500 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -190346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -190363.734375 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -190363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -190367.187500 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -190367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190368.093750 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -190368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190370.453125 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -190370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190371.687500 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -190371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -190374.687500 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -190374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -190382.312500 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -190382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -190391.437500 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -190391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190401.250000 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -190401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -190411.046875 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -190411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190418.968750 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -190419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -190428.312500 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -190428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -190441.187500 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -190441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190453.734375 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -190453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -190463.671875 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -190463.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190478.875000 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -190478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190489.109375 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -190489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190493.843750 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -190493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -190506.921875 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -190506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -190519.703125 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -190519.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -190536.984375 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -190537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190548.250000 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -190548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -190555.296875 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -190555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -190560.859375 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -190560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190562.484375 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -190562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190563.515625 Penalty: 3658.437500
	Iteration 33Q: 3 clusters Score -190563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190563.843750 Penalty: 3658.437500
	Iteration 34Q: 3 clusters Score -190563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190563.843750 Penalty: 3658.437500
	Iteration 35F: 3 clusters Score -190563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -882655.750000 Penalty: 2205.674072
	Iteration 0F: 2 clusters Score -882655.8 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 3690 members 
Entering Unmasked Estep 
Score: -876671.000000 Penalty: 4411.348145
	Iteration 0F: 3 clusters Score -876671 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -878272.312500 Penalty: 4411.348145
	Iteration 1F: 3 clusters Score -878272.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -878616.312500 Penalty: 4411.348145
	Iteration 2F: 3 clusters Score -878616.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -878943.625000 Penalty: 4411.348145
	Iteration 3F: 3 clusters Score -878943.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -879327.562500 Penalty: 4411.348145
	Iteration 4F: 3 clusters Score -879327.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -879803.750000 Penalty: 4411.348145
	Iteration 5F: 3 clusters Score -879803.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -880265.437500 Penalty: 4411.348145
	Iteration 6F: 3 clusters Score -880265.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -880632.937500 Penalty: 4411.348145
	Iteration 7F: 3 clusters Score -880632.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -880861.187500 Penalty: 4411.348145
	Iteration 8Q: 3 clusters Score -880861.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -880992.687500 Penalty: 4411.348145
	Iteration 9Q: 3 clusters Score -880992.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -881078.125000 Penalty: 4411.348145
	Iteration 10Q: 3 clusters Score -881078.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -881125.562500 Penalty: 4411.348145
	Iteration 11Q: 3 clusters Score -881125.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -881163.187500 Penalty: 4411.348145
	Iteration 12Q: 3 clusters Score -881163.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881195.000000 Penalty: 4411.348145
	Iteration 13Q: 3 clusters Score -881195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -881222.687500 Penalty: 4411.348145
	Iteration 14Q: 3 clusters Score -881222.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -881238.250000 Penalty: 4411.348145
	Iteration 15Q: 3 clusters Score -881238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -881254.062500 Penalty: 4411.348145
	Iteration 16Q: 3 clusters Score -881254.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -881264.750000 Penalty: 4411.348145
	Iteration 17Q: 3 clusters Score -881264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -881271.687500 Penalty: 4411.348145
	Iteration 18Q: 3 clusters Score -881271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -881278.375000 Penalty: 4411.348145
	Iteration 19Q: 3 clusters Score -881278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -881286.250000 Penalty: 4411.348145
	Iteration 20F: 3 clusters Score -881286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -881292.000000 Penalty: 4411.348145
	Iteration 21Q: 3 clusters Score -881292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -881298.000000 Penalty: 4411.348145
	Iteration 22Q: 3 clusters Score -881298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -881307.000000 Penalty: 4411.348145
	Iteration 23Q: 3 clusters Score -881307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -881313.000000 Penalty: 4411.348145
	Iteration 24Q: 3 clusters Score -881313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -881316.562500 Penalty: 4411.348145
	Iteration 25Q: 3 clusters Score -881316.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -881322.312500 Penalty: 4411.348145
	Iteration 26Q: 3 clusters Score -881322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -881326.750000 Penalty: 4411.348145
	Iteration 27Q: 3 clusters Score -881326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -881327.625000 Penalty: 4411.348145
	Iteration 28Q: 3 clusters Score -881327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -881328.875000 Penalty: 4411.348145
	Iteration 29Q: 3 clusters Score -881328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -881331.562500 Penalty: 4411.348145
	Iteration 30Q: 3 clusters Score -881331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -881335.000000 Penalty: 4411.348145
	Iteration 31Q: 3 clusters Score -881335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -881334.812500 Penalty: 4411.348145
	Iteration 32Q: 3 clusters Score -881334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -881336.437500 Penalty: 4411.348145
	Iteration 33Q: 3 clusters Score -881336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -881341.062500 Penalty: 4411.348145
	Iteration 34Q: 3 clusters Score -881341.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -881344.187500 Penalty: 4411.348145
	Iteration 35Q: 3 clusters Score -881344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -881345.625000 Penalty: 4411.348145
	Iteration 36Q: 3 clusters Score -881345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -881346.000000 Penalty: 4411.348145
	Iteration 37Q: 3 clusters Score -881346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -881347.000000 Penalty: 4411.348145
	Iteration 38Q: 3 clusters Score -881347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -881351.562500 Penalty: 4411.348145
	Iteration 39Q: 3 clusters Score -881351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -881353.812500 Penalty: 4411.348145
	Iteration 40F: 3 clusters Score -881353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -881357.375000 Penalty: 4411.348145
	Iteration 41Q: 3 clusters Score -881357.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -881359.000000 Penalty: 4411.348145
	Iteration 42Q: 3 clusters Score -881359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -881361.625000 Penalty: 4411.348145
	Iteration 43Q: 3 clusters Score -881361.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -881367.125000 Penalty: 4411.348145
	Iteration 44Q: 3 clusters Score -881367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -881375.437500 Penalty: 4411.348145
	Iteration 45Q: 3 clusters Score -881375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -881380.437500 Penalty: 4411.348145
	Iteration 46Q: 3 clusters Score -881380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -881383.062500 Penalty: 4411.348145
	Iteration 47Q: 3 clusters Score -881383.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -881384.812500 Penalty: 4411.348145
	Iteration 48Q: 3 clusters Score -881384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -881388.062500 Penalty: 4411.348145
	Iteration 49Q: 3 clusters Score -881388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -881387.687500 Penalty: 4411.348145
	Iteration 50Q: 3 clusters Score -881387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -881390.875000 Penalty: 4411.348145
	Iteration 51Q: 3 clusters Score -881390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -881394.062500 Penalty: 4411.348145
	Iteration 52Q: 3 clusters Score -881394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881396.875000 Penalty: 4411.348145
	Iteration 53Q: 3 clusters Score -881396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881403.937500 Penalty: 4411.348145
	Iteration 54Q: 3 clusters Score -881403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -881406.687500 Penalty: 4411.348145
	Iteration 55Q: 3 clusters Score -881406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -881411.687500 Penalty: 4411.348145
	Iteration 56Q: 3 clusters Score -881411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -881411.687500 Penalty: 4411.348145
	Iteration 57Q: 3 clusters Score -881411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -881415.000000 Penalty: 4411.348145
	Iteration 58Q: 3 clusters Score -881415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -881413.625000 Penalty: 4411.348145
	Iteration 59Q: 3 clusters Score -881413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -881415.000000 Penalty: 4411.348145
	Iteration 60F: 3 clusters Score -881415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -881416.875000 Penalty: 4411.348145
	Iteration 61Q: 3 clusters Score -881416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -881421.375000 Penalty: 4411.348145
	Iteration 62Q: 3 clusters Score -881421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -881421.562500 Penalty: 4411.348145
	Iteration 63Q: 3 clusters Score -881421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -881423.250000 Penalty: 4411.348145
	Iteration 64Q: 3 clusters Score -881423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -881422.187500 Penalty: 4411.348145
	Iteration 65Q: 3 clusters Score -881422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881426.062500 Penalty: 4411.348145
	Iteration 66Q: 3 clusters Score -881426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -881425.937500 Penalty: 4411.348145
	Iteration 67Q: 3 clusters Score -881425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -881426.000000 Penalty: 4411.348145
	Iteration 68Q: 3 clusters Score -881426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -881426.500000 Penalty: 4411.348145
	Iteration 69Q: 3 clusters Score -881426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881428.062500 Penalty: 4411.348145
	Iteration 70Q: 3 clusters Score -881428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -881431.812500 Penalty: 4411.348145
	Iteration 71Q: 3 clusters Score -881431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -881434.250000 Penalty: 4411.348145
	Iteration 72Q: 3 clusters Score -881434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881437.062500 Penalty: 4411.348145
	Iteration 73Q: 3 clusters Score -881437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881438.125000 Penalty: 4411.348145
	Iteration 74Q: 3 clusters Score -881438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -881445.187500 Penalty: 4411.348145
	Iteration 75Q: 3 clusters Score -881445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -881452.750000 Penalty: 4411.348145
	Iteration 76Q: 3 clusters Score -881452.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -881462.000000 Penalty: 4411.348145
	Iteration 77Q: 3 clusters Score -881462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -881468.437500 Penalty: 4411.348145
	Iteration 78Q: 3 clusters Score -881468.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881474.250000 Penalty: 4411.348145
	Iteration 79Q: 3 clusters Score -881474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -881483.187500 Penalty: 4411.348145
	Iteration 80F: 3 clusters Score -881483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -881489.937500 Penalty: 4411.348145
	Iteration 81Q: 3 clusters Score -881489.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -881499.125000 Penalty: 4411.348145
	Iteration 82Q: 3 clusters Score -881499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -881507.687500 Penalty: 4411.348145
	Iteration 83Q: 3 clusters Score -881507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -881516.875000 Penalty: 4411.348145
	Iteration 84Q: 3 clusters Score -881516.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -881528.750000 Penalty: 4411.348145
	Iteration 85Q: 3 clusters Score -881528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -881540.750000 Penalty: 4411.348145
	Iteration 86Q: 3 clusters Score -881540.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881555.062500 Penalty: 4411.348145
	Iteration 87Q: 3 clusters Score -881555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -881565.687500 Penalty: 4411.348145
	Iteration 88Q: 3 clusters Score -881565.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -881576.375000 Penalty: 4411.348145
	Iteration 89Q: 3 clusters Score -881576.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -881589.562500 Penalty: 4411.348145
	Iteration 90Q: 3 clusters Score -881589.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -881600.625000 Penalty: 4411.348145
	Iteration 91Q: 3 clusters Score -881600.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -881615.687500 Penalty: 4411.348145
	Iteration 92Q: 3 clusters Score -881615.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -881629.437500 Penalty: 4411.348145
	Iteration 93Q: 3 clusters Score -881629.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -881638.687500 Penalty: 4411.348145
	Iteration 94Q: 3 clusters Score -881638.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -881653.625000 Penalty: 4411.348145
	Iteration 95Q: 3 clusters Score -881653.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -881668.875000 Penalty: 4411.348145
	Iteration 96Q: 3 clusters Score -881668.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -881684.500000 Penalty: 4411.348145
	Iteration 97Q: 3 clusters Score -881684.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -881697.062500 Penalty: 4411.348145
	Iteration 98Q: 3 clusters Score -881697.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -881704.312500 Penalty: 4411.348145
	Iteration 99Q: 3 clusters Score -881704.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -881710.937500 Penalty: 4411.348145
	Iteration 100F: 3 clusters Score -881710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -881714.750000 Penalty: 4411.348145
	Iteration 101Q: 3 clusters Score -881714.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -881722.500000 Penalty: 4411.348145
	Iteration 102Q: 3 clusters Score -881722.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -881727.812500 Penalty: 4411.348145
	Iteration 103Q: 3 clusters Score -881727.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -881738.812500 Penalty: 4411.348145
	Iteration 104Q: 3 clusters Score -881738.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -881743.625000 Penalty: 4411.348145
	Iteration 105Q: 3 clusters Score -881743.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -881754.312500 Penalty: 4411.348145
	Iteration 106Q: 3 clusters Score -881754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -881768.500000 Penalty: 4411.348145
	Iteration 107Q: 3 clusters Score -881768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -881783.437500 Penalty: 4411.348145
	Iteration 108Q: 3 clusters Score -881783.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -881788.375000 Penalty: 4411.348145
	Iteration 109Q: 3 clusters Score -881788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -881792.937500 Penalty: 4411.348145
	Iteration 110Q: 3 clusters Score -881792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -881795.812500 Penalty: 4411.348145
	Iteration 111Q: 3 clusters Score -881795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -881797.625000 Penalty: 4411.348145
	Iteration 112Q: 3 clusters Score -881797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -881796.750000 Penalty: 4411.348145
	Iteration 113Q: 3 clusters Score -881796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -881796.812500 Penalty: 4411.348145
	Iteration 114Q: 3 clusters Score -881796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -881797.125000 Penalty: 4411.348145
	Iteration 115Q: 3 clusters Score -881797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -881796.125000 Penalty: 4411.348145
	Iteration 116Q: 3 clusters Score -881796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -881796.125000 Penalty: 4411.348145
	Iteration 117F: 3 clusters Score -881796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Entering Unmasked Estep 
Score: -860077.937500 Penalty: 2234.160889
	Iteration 0F: 2 clusters Score -860077.9 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 4086 members 
Entering Unmasked Estep 
Score: -853590.812500 Penalty: 4468.321777
	Iteration 0F: 3 clusters Score -853590.8 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -855791.250000 Penalty: 4468.321777
	Iteration 1F: 3 clusters Score -855791.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -856401.125000 Penalty: 4468.321777
	Iteration 2F: 3 clusters Score -856401.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -857016.812500 Penalty: 4468.321777
	Iteration 3F: 3 clusters Score -857016.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -857657.625000 Penalty: 4468.321777
	Iteration 4F: 3 clusters Score -857657.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -858455.812500 Penalty: 4468.321777
	Iteration 5F: 3 clusters Score -858455.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -859371.000000 Penalty: 4468.321777
	Iteration 6F: 3 clusters Score -859371 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -860275.312500 Penalty: 4468.321777
	Iteration 7F: 3 clusters Score -860275.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -860936.125000 Penalty: 4468.321777
	Iteration 8F: 3 clusters Score -860936.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -861309.187500 Penalty: 4468.321777
	Iteration 9Q: 3 clusters Score -861309.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -861507.125000 Penalty: 4468.321777
	Iteration 10Q: 3 clusters Score -861507.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -861644.000000 Penalty: 4468.321777
	Iteration 11Q: 3 clusters Score -861644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -861749.937500 Penalty: 4468.321777
	Iteration 12Q: 3 clusters Score -861749.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -861805.062500 Penalty: 4468.321777
	Iteration 13Q: 3 clusters Score -861805.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -861842.750000 Penalty: 4468.321777
	Iteration 14Q: 3 clusters Score -861842.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -861863.187500 Penalty: 4468.321777
	Iteration 15Q: 3 clusters Score -861863.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -861872.312500 Penalty: 4468.321777
	Iteration 16Q: 3 clusters Score -861872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -861875.187500 Penalty: 4468.321777
	Iteration 17Q: 3 clusters Score -861875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -861877.562500 Penalty: 4468.321777
	Iteration 18Q: 3 clusters Score -861877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -861878.062500 Penalty: 4468.321777
	Iteration 19Q: 3 clusters Score -861878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -861881.562500 Penalty: 4468.321777
	Iteration 20F: 3 clusters Score -861881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -861880.812500 Penalty: 4468.321777
	Iteration 21Q: 3 clusters Score -861880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -861885.562500 Penalty: 4468.321777
	Iteration 22Q: 3 clusters Score -861885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -861888.312500 Penalty: 4468.321777
	Iteration 23Q: 3 clusters Score -861888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -861890.500000 Penalty: 4468.321777
	Iteration 24Q: 3 clusters Score -861890.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -861893.437500 Penalty: 4468.321777
	Iteration 25Q: 3 clusters Score -861893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -861893.437500 Penalty: 4468.321777
	Iteration 26Q: 3 clusters Score -861893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -861895.125000 Penalty: 4468.321777
	Iteration 27Q: 3 clusters Score -861895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -861896.750000 Penalty: 4468.321777
	Iteration 28Q: 3 clusters Score -861896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -861902.500000 Penalty: 4468.321777
	Iteration 29Q: 3 clusters Score -861902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -861901.437500 Penalty: 4468.321777
	Iteration 30Q: 3 clusters Score -861901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -861904.437500 Penalty: 4468.321777
	Iteration 31Q: 3 clusters Score -861904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -861907.500000 Penalty: 4468.321777
	Iteration 32Q: 3 clusters Score -861907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -861907.562500 Penalty: 4468.321777
	Iteration 33Q: 3 clusters Score -861907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -861909.125000 Penalty: 4468.321777
	Iteration 34Q: 3 clusters Score -861909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -861911.375000 Penalty: 4468.321777
	Iteration 35Q: 3 clusters Score -861911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -861910.312500 Penalty: 4468.321777
	Iteration 36Q: 3 clusters Score -861910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -861909.062500 Penalty: 4468.321777
	Iteration 37Q: 3 clusters Score -861909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -861910.500000 Penalty: 4468.321777
	Iteration 38Q: 3 clusters Score -861910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -861911.750000 Penalty: 4468.321777
	Iteration 39Q: 3 clusters Score -861911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -861910.875000 Penalty: 4468.321777
	Iteration 40F: 3 clusters Score -861910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -861911.125000 Penalty: 4468.321777
	Iteration 41Q: 3 clusters Score -861911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -861910.562500 Penalty: 4468.321777
	Iteration 42Q: 3 clusters Score -861910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -861910.312500 Penalty: 4468.321777
	Iteration 43Q: 3 clusters Score -861910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -861910.687500 Penalty: 4468.321777
	Iteration 44Q: 3 clusters Score -861910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -861910.312500 Penalty: 4468.321777
	Iteration 45Q: 3 clusters Score -861910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -861910.375000 Penalty: 4468.321777
	Iteration 46Q: 3 clusters Score -861910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -861910.375000 Penalty: 4468.321777
	Iteration 47F: 3 clusters Score -861910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 2843 members 
Entering Unmasked Estep 
Score: -134465888.000000 Penalty: 210623.171875
Splitting cluster 40 changes total score from -134465360.000000 to -134465888.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 42 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1820937.375000 Penalty: 2311.693604
	Iteration 0F: 2 clusters Score -1820937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1812563.625000 Penalty: 4623.387207
	Iteration 0F: 3 clusters Score -1812564 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1815316.750000 Penalty: 4623.387207
	Iteration 1F: 3 clusters Score -1815317 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1816006.875000 Penalty: 4623.387207
	Iteration 2F: 3 clusters Score -1816007 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1816769.500000 Penalty: 4623.387207
	Iteration 3F: 3 clusters Score -1816770 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1817487.000000 Penalty: 4623.387207
	Iteration 4F: 3 clusters Score -1817487 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1818071.250000 Penalty: 4623.387207
	Iteration 5F: 3 clusters Score -1818071 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1818529.750000 Penalty: 4623.387207
	Iteration 6F: 3 clusters Score -1818530 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1818885.375000 Penalty: 4623.387207
	Iteration 7Q: 3 clusters Score -1818885 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1819189.500000 Penalty: 4623.387207
	Iteration 8Q: 3 clusters Score -1819190 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1819408.125000 Penalty: 4623.387207
	Iteration 9Q: 3 clusters Score -1819408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1819576.625000 Penalty: 4623.387207
	Iteration 10Q: 3 clusters Score -1819577 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1819714.125000 Penalty: 4623.387207
	Iteration 11Q: 3 clusters Score -1819714 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1819836.375000 Penalty: 4623.387207
	Iteration 12Q: 3 clusters Score -1819836 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1819937.250000 Penalty: 4623.387207
	Iteration 13Q: 3 clusters Score -1819937 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1820007.875000 Penalty: 4623.387207
	Iteration 14Q: 3 clusters Score -1820008 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1820081.500000 Penalty: 4623.387207
	Iteration 15Q: 3 clusters Score -1820082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1820132.125000 Penalty: 4623.387207
	Iteration 16Q: 3 clusters Score -1820132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1820162.250000 Penalty: 4623.387207
	Iteration 17Q: 3 clusters Score -1820162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1820201.250000 Penalty: 4623.387207
	Iteration 18Q: 3 clusters Score -1820201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1820240.000000 Penalty: 4623.387207
	Iteration 19Q: 3 clusters Score -1820240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1820283.250000 Penalty: 4623.387207
	Iteration 20F: 3 clusters Score -1820283 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1820334.375000 Penalty: 4623.387207
	Iteration 21Q: 3 clusters Score -1820334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1820371.500000 Penalty: 4623.387207
	Iteration 22Q: 3 clusters Score -1820372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1820402.375000 Penalty: 4623.387207
	Iteration 23Q: 3 clusters Score -1820402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1820432.750000 Penalty: 4623.387207
	Iteration 24Q: 3 clusters Score -1820433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1820467.000000 Penalty: 4623.387207
	Iteration 25Q: 3 clusters Score -1820467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1820488.000000 Penalty: 4623.387207
	Iteration 26Q: 3 clusters Score -1820488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1820516.250000 Penalty: 4623.387207
	Iteration 27Q: 3 clusters Score -1820516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1820558.625000 Penalty: 4623.387207
	Iteration 28Q: 3 clusters Score -1820559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1820599.125000 Penalty: 4623.387207
	Iteration 29Q: 3 clusters Score -1820599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1820638.000000 Penalty: 4623.387207
	Iteration 30Q: 3 clusters Score -1820638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1820654.125000 Penalty: 4623.387207
	Iteration 31Q: 3 clusters Score -1820654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1820668.500000 Penalty: 4623.387207
	Iteration 32Q: 3 clusters Score -1820668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1820674.250000 Penalty: 4623.387207
	Iteration 33Q: 3 clusters Score -1820674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1820685.250000 Penalty: 4623.387207
	Iteration 34Q: 3 clusters Score -1820685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1820693.750000 Penalty: 4623.387207
	Iteration 35Q: 3 clusters Score -1820694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1820709.375000 Penalty: 4623.387207
	Iteration 36Q: 3 clusters Score -1820709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1820713.250000 Penalty: 4623.387207
	Iteration 37Q: 3 clusters Score -1820713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1820715.000000 Penalty: 4623.387207
	Iteration 38Q: 3 clusters Score -1820715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1820719.625000 Penalty: 4623.387207
	Iteration 39Q: 3 clusters Score -1820720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1820720.125000 Penalty: 4623.387207
	Iteration 40F: 3 clusters Score -1820720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1820727.125000 Penalty: 4623.387207
	Iteration 41Q: 3 clusters Score -1820727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1820725.875000 Penalty: 4623.387207
	Iteration 42Q: 3 clusters Score -1820726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1820726.375000 Penalty: 4623.387207
	Iteration 43Q: 3 clusters Score -1820726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1820728.125000 Penalty: 4623.387207
	Iteration 44Q: 3 clusters Score -1820728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1820722.500000 Penalty: 4623.387207
	Iteration 45Q: 3 clusters Score -1820722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1820728.000000 Penalty: 4623.387207
	Iteration 46Q: 3 clusters Score -1820728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1820726.500000 Penalty: 4623.387207
	Iteration 47Q: 3 clusters Score -1820726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1820721.875000 Penalty: 4623.387207
	Iteration 48Q: 3 clusters Score -1820722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1820728.250000 Penalty: 4623.387207
	Iteration 49Q: 3 clusters Score -1820728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1820733.375000 Penalty: 4623.387207
	Iteration 50Q: 3 clusters Score -1820733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1820730.625000 Penalty: 4623.387207
	Iteration 51Q: 3 clusters Score -1820731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1820733.625000 Penalty: 4623.387207
	Iteration 52Q: 3 clusters Score -1820734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1820725.625000 Penalty: 4623.387207
	Iteration 53Q: 3 clusters Score -1820726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1820726.375000 Penalty: 4623.387207
	Iteration 54Q: 3 clusters Score -1820726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1820728.250000 Penalty: 4623.387207
	Iteration 55Q: 3 clusters Score -1820728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1820728.500000 Penalty: 4623.387207
	Iteration 56Q: 3 clusters Score -1820728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1820728.500000 Penalty: 4623.387207
	Iteration 57Q: 3 clusters Score -1820728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1820731.625000 Penalty: 4623.387207
	Iteration 58Q: 3 clusters Score -1820732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1820727.625000 Penalty: 4623.387207
	Iteration 59Q: 3 clusters Score -1820728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1820733.500000 Penalty: 4623.387207
	Iteration 60F: 3 clusters Score -1820734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1820730.000000 Penalty: 4623.387207
	Iteration 61Q: 3 clusters Score -1820730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1820736.375000 Penalty: 4623.387207
	Iteration 62Q: 3 clusters Score -1820736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1820728.875000 Penalty: 4623.387207
	Iteration 63Q: 3 clusters Score -1820729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1820730.625000 Penalty: 4623.387207
	Iteration 64Q: 3 clusters Score -1820731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1820734.125000 Penalty: 4623.387207
	Iteration 65Q: 3 clusters Score -1820734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1820735.000000 Penalty: 4623.387207
	Iteration 66Q: 3 clusters Score -1820735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1820730.875000 Penalty: 4623.387207
	Iteration 67Q: 3 clusters Score -1820731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1820739.625000 Penalty: 4623.387207
	Iteration 68Q: 3 clusters Score -1820740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1820737.500000 Penalty: 4623.387207
	Iteration 69Q: 3 clusters Score -1820738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1820737.750000 Penalty: 4623.387207
	Iteration 70Q: 3 clusters Score -1820738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1820738.500000 Penalty: 4623.387207
	Iteration 71Q: 3 clusters Score -1820738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1820741.125000 Penalty: 4623.387207
	Iteration 72Q: 3 clusters Score -1820741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1820738.500000 Penalty: 4623.387207
	Iteration 73Q: 3 clusters Score -1820738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1820741.500000 Penalty: 4623.387207
	Iteration 74Q: 3 clusters Score -1820742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1820736.625000 Penalty: 4623.387207
	Iteration 75Q: 3 clusters Score -1820737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1820736.625000 Penalty: 4623.387207
	Iteration 76F: 3 clusters Score -1820737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Entering Unmasked Estep 
Score: -2173754.500000 Penalty: 2426.187256
	Iteration 0F: 2 clusters Score -2173754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2161320.000000 Penalty: 4852.374512
	Iteration 0F: 3 clusters Score -2161320 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2165800.250000 Penalty: 4852.374512
	Iteration 1F: 3 clusters Score -2165800 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2166853.000000 Penalty: 4852.374512
	Iteration 2F: 3 clusters Score -2166853 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2167941.000000 Penalty: 4852.374512
	Iteration 3F: 3 clusters Score -2167941 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2169032.750000 Penalty: 4852.374512
	Iteration 4F: 3 clusters Score -2169033 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2169987.250000 Penalty: 4852.374512
	Iteration 5F: 3 clusters Score -2169987 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2170817.250000 Penalty: 4852.374512
	Iteration 6F: 3 clusters Score -2170817 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2171475.500000 Penalty: 4852.374512
	Iteration 7F: 3 clusters Score -2171476 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2172020.500000 Penalty: 4852.374512
	Iteration 8Q: 3 clusters Score -2172020 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2172517.000000 Penalty: 4852.374512
	Iteration 9Q: 3 clusters Score -2172517 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2173022.250000 Penalty: 4852.374512
	Iteration 10Q: 3 clusters Score -2173022 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2173539.000000 Penalty: 4852.374512
	Iteration 11Q: 3 clusters Score -2173539 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2174085.750000 Penalty: 4852.374512
	Iteration 12Q: 3 clusters Score -2174086 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2174733.500000 Penalty: 4852.374512
	Iteration 13Q: 3 clusters Score -2174734 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2175547.750000 Penalty: 4852.374512
	Iteration 14Q: 3 clusters Score -2175548 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2176624.000000 Penalty: 4852.374512
	Iteration 15Q: 3 clusters Score -2176624 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2177261.250000 Penalty: 4852.374512
	Iteration 16Q: 3 clusters Score -2177261 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2177583.250000 Penalty: 4852.374512
	Iteration 17Q: 3 clusters Score -2177583 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2178019.750000 Penalty: 4852.374512
	Iteration 18Q: 3 clusters Score -2178020 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2178589.500000 Penalty: 4852.374512
	Iteration 19Q: 3 clusters Score -2178590 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2179191.750000 Penalty: 4852.374512
	Iteration 20F: 3 clusters Score -2179192 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2179573.000000 Penalty: 4852.374512
	Iteration 21Q: 3 clusters Score -2179573 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2179779.750000 Penalty: 4852.374512
	Iteration 22Q: 3 clusters Score -2179780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2179886.000000 Penalty: 4852.374512
	Iteration 23Q: 3 clusters Score -2179886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2179951.000000 Penalty: 4852.374512
	Iteration 24Q: 3 clusters Score -2179951 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2179998.000000 Penalty: 4852.374512
	Iteration 25Q: 3 clusters Score -2179998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2180019.000000 Penalty: 4852.374512
	Iteration 26Q: 3 clusters Score -2180019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2180027.000000 Penalty: 4852.374512
	Iteration 27Q: 3 clusters Score -2180027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2180034.250000 Penalty: 4852.374512
	Iteration 28Q: 3 clusters Score -2180034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2180043.000000 Penalty: 4852.374512
	Iteration 29Q: 3 clusters Score -2180043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2180046.000000 Penalty: 4852.374512
	Iteration 30Q: 3 clusters Score -2180046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2180053.500000 Penalty: 4852.374512
	Iteration 31Q: 3 clusters Score -2180054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2180059.500000 Penalty: 4852.374512
	Iteration 32Q: 3 clusters Score -2180060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2180051.500000 Penalty: 4852.374512
	Iteration 33Q: 3 clusters Score -2180052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2180055.250000 Penalty: 4852.374512
	Iteration 34Q: 3 clusters Score -2180055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2180053.000000 Penalty: 4852.374512
	Iteration 35Q: 3 clusters Score -2180053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2180056.000000 Penalty: 4852.374512
	Iteration 36Q: 3 clusters Score -2180056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2180052.250000 Penalty: 4852.374512
	Iteration 37Q: 3 clusters Score -2180052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2180056.500000 Penalty: 4852.374512
	Iteration 38Q: 3 clusters Score -2180056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2180059.500000 Penalty: 4852.374512
	Iteration 39Q: 3 clusters Score -2180060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2180058.500000 Penalty: 4852.374512
	Iteration 40F: 3 clusters Score -2180058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2180053.000000 Penalty: 4852.374512
	Iteration 41Q: 3 clusters Score -2180053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2180056.750000 Penalty: 4852.374512
	Iteration 42Q: 3 clusters Score -2180057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2180060.750000 Penalty: 4852.374512
	Iteration 43Q: 3 clusters Score -2180061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2180056.750000 Penalty: 4852.374512
	Iteration 44Q: 3 clusters Score -2180057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2180060.500000 Penalty: 4852.374512
	Iteration 45Q: 3 clusters Score -2180060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2180060.500000 Penalty: 4852.374512
	Iteration 46F: 3 clusters Score -2180060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 9948 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 786 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 2843 members 
Mstep: Class 62 contains 7782 members 
Entering Unmasked Estep 
Score: -134471424.000000 Penalty: 214076.000000
Splitting cluster 43 changes total score from -134465360.000000 to -134471424.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 44 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -178468.015625 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -178468 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 780 members 
Entering Unmasked Estep 
Score: -176167.031250 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -176167 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176562.812500 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -176562.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176712.250000 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -176712.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176807.781250 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -176807.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176884.421875 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -176884.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176954.656250 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -176954.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176995.812500 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -176995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177026.593750 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -177026.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177060.156250 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -177060.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177090.203125 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -177090.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177125.593750 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -177125.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177159.734375 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -177159.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177198.359375 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -177198.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177228.062500 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -177228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177254.109375 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -177254.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177278.343750 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -177278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177288.890625 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -177288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -177301.906250 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -177301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -177310.515625 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -177310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177326.468750 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -177326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177342.093750 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -177342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177352.500000 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -177352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -177361.703125 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -177361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177367.437500 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -177367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177370.781250 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -177370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177371.984375 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -177372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177372.921875 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -177372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177375.687500 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -177375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177379.500000 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -177379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177382.515625 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -177382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177382.515625 Penalty: 3631.965088
	Iteration 30F: 3 clusters Score -177382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (23608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Entering Unmasked Estep 
Score: -2872694.500000 Penalty: 2497.196533
	Iteration 0F: 2 clusters Score -2872694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2856281.000000 Penalty: 4994.393066
	Iteration 0F: 3 clusters Score -2856281 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2861864.750000 Penalty: 4994.393066
	Iteration 1F: 3 clusters Score -2861865 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2862508.500000 Penalty: 4994.393066
	Iteration 2F: 3 clusters Score -2862508 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2863244.500000 Penalty: 4994.393066
	Iteration 3F: 3 clusters Score -2863244 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2864025.250000 Penalty: 4994.393066
	Iteration 4F: 3 clusters Score -2864025 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2864967.000000 Penalty: 4994.393066
	Iteration 5F: 3 clusters Score -2864967 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2866034.500000 Penalty: 4994.393066
	Iteration 6F: 3 clusters Score -2866034 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2867112.750000 Penalty: 4994.393066
	Iteration 7F: 3 clusters Score -2867113 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2868103.500000 Penalty: 4994.393066
	Iteration 8F: 3 clusters Score -2868104 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2868943.000000 Penalty: 4994.393066
	Iteration 9Q: 3 clusters Score -2868943 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2869552.250000 Penalty: 4994.393066
	Iteration 10Q: 3 clusters Score -2869552 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2870033.750000 Penalty: 4994.393066
	Iteration 11Q: 3 clusters Score -2870034 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2870388.500000 Penalty: 4994.393066
	Iteration 12Q: 3 clusters Score -2870388 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2870643.500000 Penalty: 4994.393066
	Iteration 13Q: 3 clusters Score -2870644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2870811.750000 Penalty: 4994.393066
	Iteration 14Q: 3 clusters Score -2870812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2870953.000000 Penalty: 4994.393066
	Iteration 15Q: 3 clusters Score -2870953 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2871039.750000 Penalty: 4994.393066
	Iteration 16Q: 3 clusters Score -2871040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2871099.500000 Penalty: 4994.393066
	Iteration 17Q: 3 clusters Score -2871100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2871141.000000 Penalty: 4994.393066
	Iteration 18Q: 3 clusters Score -2871141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2871182.750000 Penalty: 4994.393066
	Iteration 19Q: 3 clusters Score -2871183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2871232.000000 Penalty: 4994.393066
	Iteration 20F: 3 clusters Score -2871232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2871255.750000 Penalty: 4994.393066
	Iteration 21Q: 3 clusters Score -2871256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2871301.250000 Penalty: 4994.393066
	Iteration 22Q: 3 clusters Score -2871301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2871348.000000 Penalty: 4994.393066
	Iteration 23Q: 3 clusters Score -2871348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2871382.000000 Penalty: 4994.393066
	Iteration 24Q: 3 clusters Score -2871382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2871421.750000 Penalty: 4994.393066
	Iteration 25Q: 3 clusters Score -2871422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2871439.250000 Penalty: 4994.393066
	Iteration 26Q: 3 clusters Score -2871439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2871473.500000 Penalty: 4994.393066
	Iteration 27Q: 3 clusters Score -2871474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2871505.500000 Penalty: 4994.393066
	Iteration 28Q: 3 clusters Score -2871506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2871531.750000 Penalty: 4994.393066
	Iteration 29Q: 3 clusters Score -2871532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2871554.250000 Penalty: 4994.393066
	Iteration 30Q: 3 clusters Score -2871554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2871571.500000 Penalty: 4994.393066
	Iteration 31Q: 3 clusters Score -2871572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2871581.750000 Penalty: 4994.393066
	Iteration 32Q: 3 clusters Score -2871582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2871574.000000 Penalty: 4994.393066
	Iteration 33Q: 3 clusters Score -2871574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2871583.250000 Penalty: 4994.393066
	Iteration 34Q: 3 clusters Score -2871583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2871590.250000 Penalty: 4994.393066
	Iteration 35Q: 3 clusters Score -2871590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2871595.250000 Penalty: 4994.393066
	Iteration 36Q: 3 clusters Score -2871595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2871601.500000 Penalty: 4994.393066
	Iteration 37Q: 3 clusters Score -2871602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2871608.250000 Penalty: 4994.393066
	Iteration 38Q: 3 clusters Score -2871608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2871611.000000 Penalty: 4994.393066
	Iteration 39Q: 3 clusters Score -2871611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2871612.250000 Penalty: 4994.393066
	Iteration 40F: 3 clusters Score -2871612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2871612.750000 Penalty: 4994.393066
	Iteration 41Q: 3 clusters Score -2871613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2871611.000000 Penalty: 4994.393066
	Iteration 42Q: 3 clusters Score -2871611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2871622.000000 Penalty: 4994.393066
	Iteration 43Q: 3 clusters Score -2871622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2871626.250000 Penalty: 4994.393066
	Iteration 44Q: 3 clusters Score -2871626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2871624.250000 Penalty: 4994.393066
	Iteration 45Q: 3 clusters Score -2871624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2871627.750000 Penalty: 4994.393066
	Iteration 46Q: 3 clusters Score -2871628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2871628.500000 Penalty: 4994.393066
	Iteration 47Q: 3 clusters Score -2871628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2871628.750000 Penalty: 4994.393066
	Iteration 48Q: 3 clusters Score -2871629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2871635.000000 Penalty: 4994.393066
	Iteration 49Q: 3 clusters Score -2871635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2871637.750000 Penalty: 4994.393066
	Iteration 50Q: 3 clusters Score -2871638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2871642.250000 Penalty: 4994.393066
	Iteration 51Q: 3 clusters Score -2871642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2871644.500000 Penalty: 4994.393066
	Iteration 52Q: 3 clusters Score -2871644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2871648.000000 Penalty: 4994.393066
	Iteration 53Q: 3 clusters Score -2871648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2871656.000000 Penalty: 4994.393066
	Iteration 54Q: 3 clusters Score -2871656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2871658.500000 Penalty: 4994.393066
	Iteration 55Q: 3 clusters Score -2871658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2871663.000000 Penalty: 4994.393066
	Iteration 56Q: 3 clusters Score -2871663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2871665.750000 Penalty: 4994.393066
	Iteration 57Q: 3 clusters Score -2871666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2871670.750000 Penalty: 4994.393066
	Iteration 58Q: 3 clusters Score -2871671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2871670.750000 Penalty: 4994.393066
	Iteration 59Q: 3 clusters Score -2871671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2871678.500000 Penalty: 4994.393066
	Iteration 60F: 3 clusters Score -2871678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2871682.500000 Penalty: 4994.393066
	Iteration 61Q: 3 clusters Score -2871682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2871683.500000 Penalty: 4994.393066
	Iteration 62Q: 3 clusters Score -2871684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2871686.750000 Penalty: 4994.393066
	Iteration 63Q: 3 clusters Score -2871687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2871688.750000 Penalty: 4994.393066
	Iteration 64Q: 3 clusters Score -2871689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2871689.750000 Penalty: 4994.393066
	Iteration 65Q: 3 clusters Score -2871690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2871694.500000 Penalty: 4994.393066
	Iteration 66Q: 3 clusters Score -2871694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2871692.000000 Penalty: 4994.393066
	Iteration 67Q: 3 clusters Score -2871692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2871690.500000 Penalty: 4994.393066
	Iteration 68Q: 3 clusters Score -2871690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2871696.250000 Penalty: 4994.393066
	Iteration 69Q: 3 clusters Score -2871696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2871695.250000 Penalty: 4994.393066
	Iteration 70Q: 3 clusters Score -2871695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2871696.750000 Penalty: 4994.393066
	Iteration 71Q: 3 clusters Score -2871697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2871695.750000 Penalty: 4994.393066
	Iteration 72Q: 3 clusters Score -2871696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2871698.750000 Penalty: 4994.393066
	Iteration 73Q: 3 clusters Score -2871699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2871699.000000 Penalty: 4994.393066
	Iteration 74Q: 3 clusters Score -2871699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2871693.000000 Penalty: 4994.393066
	Iteration 75Q: 3 clusters Score -2871693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2871693.750000 Penalty: 4994.393066
	Iteration 76Q: 3 clusters Score -2871694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2871693.750000 Penalty: 4994.393066
	Iteration 77Q: 3 clusters Score -2871694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2871695.000000 Penalty: 4994.393066
	Iteration 78Q: 3 clusters Score -2871695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2871695.000000 Penalty: 4994.393066
	Iteration 79Q: 3 clusters Score -2871695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2871694.750000 Penalty: 4994.393066
	Iteration 80F: 3 clusters Score -2871695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2871697.000000 Penalty: 4994.393066
	Iteration 81Q: 3 clusters Score -2871697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2871698.500000 Penalty: 4994.393066
	Iteration 82Q: 3 clusters Score -2871698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2871698.500000 Penalty: 4994.393066
	Iteration 83F: 3 clusters Score -2871698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Entering Unmasked Estep 
Score: -1517927.625000 Penalty: 2331.765869
	Iteration 0F: 2 clusters Score -1517928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1508866.375000 Penalty: 4663.531738
	Iteration 0F: 3 clusters Score -1508866 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1511748.375000 Penalty: 4663.531738
	Iteration 1F: 3 clusters Score -1511748 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1512189.875000 Penalty: 4663.531738
	Iteration 2F: 3 clusters Score -1512190 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1512574.750000 Penalty: 4663.531738
	Iteration 3F: 3 clusters Score -1512575 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1512931.500000 Penalty: 4663.531738
	Iteration 4F: 3 clusters Score -1512932 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1513294.250000 Penalty: 4663.531738
	Iteration 5F: 3 clusters Score -1513294 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1513607.000000 Penalty: 4663.531738
	Iteration 6Q: 3 clusters Score -1513607 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1513860.000000 Penalty: 4663.531738
	Iteration 7Q: 3 clusters Score -1513860 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1514104.125000 Penalty: 4663.531738
	Iteration 8Q: 3 clusters Score -1514104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1514318.500000 Penalty: 4663.531738
	Iteration 9Q: 3 clusters Score -1514318 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1514486.625000 Penalty: 4663.531738
	Iteration 10Q: 3 clusters Score -1514487 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1514645.625000 Penalty: 4663.531738
	Iteration 11Q: 3 clusters Score -1514646 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1514797.625000 Penalty: 4663.531738
	Iteration 12Q: 3 clusters Score -1514798 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1514953.500000 Penalty: 4663.531738
	Iteration 13Q: 3 clusters Score -1514954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1515111.500000 Penalty: 4663.531738
	Iteration 14Q: 3 clusters Score -1515112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1515245.625000 Penalty: 4663.531738
	Iteration 15Q: 3 clusters Score -1515246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1515361.875000 Penalty: 4663.531738
	Iteration 16Q: 3 clusters Score -1515362 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1515460.875000 Penalty: 4663.531738
	Iteration 17Q: 3 clusters Score -1515461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1515549.875000 Penalty: 4663.531738
	Iteration 18Q: 3 clusters Score -1515550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1515636.250000 Penalty: 4663.531738
	Iteration 19Q: 3 clusters Score -1515636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1515701.000000 Penalty: 4663.531738
	Iteration 20F: 3 clusters Score -1515701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1515744.000000 Penalty: 4663.531738
	Iteration 21Q: 3 clusters Score -1515744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1515779.250000 Penalty: 4663.531738
	Iteration 22Q: 3 clusters Score -1515779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1515809.750000 Penalty: 4663.531738
	Iteration 23Q: 3 clusters Score -1515810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1515841.500000 Penalty: 4663.531738
	Iteration 24Q: 3 clusters Score -1515842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1515867.875000 Penalty: 4663.531738
	Iteration 25Q: 3 clusters Score -1515868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1515890.000000 Penalty: 4663.531738
	Iteration 26Q: 3 clusters Score -1515890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1515910.875000 Penalty: 4663.531738
	Iteration 27Q: 3 clusters Score -1515911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1515932.000000 Penalty: 4663.531738
	Iteration 28Q: 3 clusters Score -1515932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1515938.875000 Penalty: 4663.531738
	Iteration 29Q: 3 clusters Score -1515939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1515940.625000 Penalty: 4663.531738
	Iteration 30Q: 3 clusters Score -1515941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1515947.000000 Penalty: 4663.531738
	Iteration 31Q: 3 clusters Score -1515947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1515949.125000 Penalty: 4663.531738
	Iteration 32Q: 3 clusters Score -1515949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1515953.625000 Penalty: 4663.531738
	Iteration 33Q: 3 clusters Score -1515954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1515954.625000 Penalty: 4663.531738
	Iteration 34Q: 3 clusters Score -1515955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1515957.500000 Penalty: 4663.531738
	Iteration 35Q: 3 clusters Score -1515958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1515958.750000 Penalty: 4663.531738
	Iteration 36Q: 3 clusters Score -1515959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1515959.500000 Penalty: 4663.531738
	Iteration 37Q: 3 clusters Score -1515960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1515960.500000 Penalty: 4663.531738
	Iteration 38Q: 3 clusters Score -1515960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1515962.625000 Penalty: 4663.531738
	Iteration 39Q: 3 clusters Score -1515963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1515967.125000 Penalty: 4663.531738
	Iteration 40F: 3 clusters Score -1515967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1515968.875000 Penalty: 4663.531738
	Iteration 41Q: 3 clusters Score -1515969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1515968.875000 Penalty: 4663.531738
	Iteration 42Q: 3 clusters Score -1515969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1515978.250000 Penalty: 4663.531738
	Iteration 43Q: 3 clusters Score -1515978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1515985.875000 Penalty: 4663.531738
	Iteration 44Q: 3 clusters Score -1515986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1515994.000000 Penalty: 4663.531738
	Iteration 45Q: 3 clusters Score -1515994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1516009.750000 Penalty: 4663.531738
	Iteration 46Q: 3 clusters Score -1516010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1516017.250000 Penalty: 4663.531738
	Iteration 47Q: 3 clusters Score -1516017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1516025.875000 Penalty: 4663.531738
	Iteration 48Q: 3 clusters Score -1516026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1516036.125000 Penalty: 4663.531738
	Iteration 49Q: 3 clusters Score -1516036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1516040.500000 Penalty: 4663.531738
	Iteration 50Q: 3 clusters Score -1516040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1516047.250000 Penalty: 4663.531738
	Iteration 51Q: 3 clusters Score -1516047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1516050.000000 Penalty: 4663.531738
	Iteration 52Q: 3 clusters Score -1516050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1516054.750000 Penalty: 4663.531738
	Iteration 53Q: 3 clusters Score -1516055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1516056.000000 Penalty: 4663.531738
	Iteration 54Q: 3 clusters Score -1516056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1516058.500000 Penalty: 4663.531738
	Iteration 55Q: 3 clusters Score -1516058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1516059.875000 Penalty: 4663.531738
	Iteration 56Q: 3 clusters Score -1516060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1516060.500000 Penalty: 4663.531738
	Iteration 57Q: 3 clusters Score -1516060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1516060.500000 Penalty: 4663.531738
	Iteration 58F: 3 clusters Score -1516060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -671791.937500 Penalty: 2140.413574
	Iteration 0F: 2 clusters Score -671791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -666975.937500 Penalty: 4280.827148
	Iteration 0F: 3 clusters Score -666975.9 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -668381.812500 Penalty: 4280.827148
	Iteration 1F: 3 clusters Score -668381.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -668961.875000 Penalty: 4280.827148
	Iteration 2F: 3 clusters Score -668961.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -669365.125000 Penalty: 4280.827148
	Iteration 3F: 3 clusters Score -669365.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -669695.062500 Penalty: 4280.827148
	Iteration 4F: 3 clusters Score -669695.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -669922.625000 Penalty: 4280.827148
	Iteration 5F: 3 clusters Score -669922.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -670095.937500 Penalty: 4280.827148
	Iteration 6Q: 3 clusters Score -670095.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -670257.625000 Penalty: 4280.827148
	Iteration 7Q: 3 clusters Score -670257.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -670431.437500 Penalty: 4280.827148
	Iteration 8Q: 3 clusters Score -670431.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -670706.375000 Penalty: 4280.827148
	Iteration 9Q: 3 clusters Score -670706.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -670911.750000 Penalty: 4280.827148
	Iteration 10Q: 3 clusters Score -670911.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -670985.750000 Penalty: 4280.827148
	Iteration 11Q: 3 clusters Score -670985.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -671017.062500 Penalty: 4280.827148
	Iteration 12Q: 3 clusters Score -671017.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -671036.750000 Penalty: 4280.827148
	Iteration 13Q: 3 clusters Score -671036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -671047.625000 Penalty: 4280.827148
	Iteration 14Q: 3 clusters Score -671047.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -671057.250000 Penalty: 4280.827148
	Iteration 15Q: 3 clusters Score -671057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -671065.687500 Penalty: 4280.827148
	Iteration 16Q: 3 clusters Score -671065.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -671068.562500 Penalty: 4280.827148
	Iteration 17Q: 3 clusters Score -671068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -671073.562500 Penalty: 4280.827148
	Iteration 18Q: 3 clusters Score -671073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -671077.812500 Penalty: 4280.827148
	Iteration 19Q: 3 clusters Score -671077.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -671080.812500 Penalty: 4280.827148
	Iteration 20F: 3 clusters Score -671080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -671086.687500 Penalty: 4280.827148
	Iteration 21Q: 3 clusters Score -671086.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -671090.437500 Penalty: 4280.827148
	Iteration 22Q: 3 clusters Score -671090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -671093.687500 Penalty: 4280.827148
	Iteration 23Q: 3 clusters Score -671093.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -671097.812500 Penalty: 4280.827148
	Iteration 24Q: 3 clusters Score -671097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -671101.062500 Penalty: 4280.827148
	Iteration 25Q: 3 clusters Score -671101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -671103.750000 Penalty: 4280.827148
	Iteration 26Q: 3 clusters Score -671103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -671104.000000 Penalty: 4280.827148
	Iteration 27Q: 3 clusters Score -671104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -671106.687500 Penalty: 4280.827148
	Iteration 28Q: 3 clusters Score -671106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -671105.625000 Penalty: 4280.827148
	Iteration 29Q: 3 clusters Score -671105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -671105.875000 Penalty: 4280.827148
	Iteration 30Q: 3 clusters Score -671105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -671107.250000 Penalty: 4280.827148
	Iteration 31Q: 3 clusters Score -671107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -671106.437500 Penalty: 4280.827148
	Iteration 32Q: 3 clusters Score -671106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -671108.625000 Penalty: 4280.827148
	Iteration 33Q: 3 clusters Score -671108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -671109.562500 Penalty: 4280.827148
	Iteration 34Q: 3 clusters Score -671109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -671110.437500 Penalty: 4280.827148
	Iteration 35Q: 3 clusters Score -671110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -671111.687500 Penalty: 4280.827148
	Iteration 36Q: 3 clusters Score -671111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -671112.312500 Penalty: 4280.827148
	Iteration 37Q: 3 clusters Score -671112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -671112.562500 Penalty: 4280.827148
	Iteration 38Q: 3 clusters Score -671112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -671113.437500 Penalty: 4280.827148
	Iteration 39Q: 3 clusters Score -671113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -671113.437500 Penalty: 4280.827148
	Iteration 40F: 3 clusters Score -671113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -464033.031250 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -464033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -460297.531250 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -460297.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -461118.468750 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -461118.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -461302.187500 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -461302.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -461382.375000 Penalty: 4081.705078
	Iteration 3Q: 3 clusters Score -461382.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -461432.968750 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -461433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -461475.906250 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -461475.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -461506.531250 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -461506.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -461528.500000 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -461528.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -461541.468750 Penalty: 4081.705078
	Iteration 8Q: 3 clusters Score -461541.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -461554.750000 Penalty: 4081.705078
	Iteration 9Q: 3 clusters Score -461554.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -461565.125000 Penalty: 4081.705078
	Iteration 10Q: 3 clusters Score -461565.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -461574.406250 Penalty: 4081.705078
	Iteration 11Q: 3 clusters Score -461574.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -461582.218750 Penalty: 4081.705078
	Iteration 12Q: 3 clusters Score -461582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -461588.468750 Penalty: 4081.705078
	Iteration 13Q: 3 clusters Score -461588.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -461595.468750 Penalty: 4081.705078
	Iteration 14Q: 3 clusters Score -461595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -461596.656250 Penalty: 4081.705078
	Iteration 15Q: 3 clusters Score -461596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -461599.218750 Penalty: 4081.705078
	Iteration 16Q: 3 clusters Score -461599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -461605.843750 Penalty: 4081.705078
	Iteration 17Q: 3 clusters Score -461605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -461611.593750 Penalty: 4081.705078
	Iteration 18Q: 3 clusters Score -461611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -461614.500000 Penalty: 4081.705078
	Iteration 19Q: 3 clusters Score -461614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -461617.812500 Penalty: 4081.705078
	Iteration 20F: 3 clusters Score -461617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -461621.812500 Penalty: 4081.705078
	Iteration 21Q: 3 clusters Score -461621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -461625.187500 Penalty: 4081.705078
	Iteration 22Q: 3 clusters Score -461625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -461627.562500 Penalty: 4081.705078
	Iteration 23Q: 3 clusters Score -461627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -461629.718750 Penalty: 4081.705078
	Iteration 24Q: 3 clusters Score -461629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -461632.718750 Penalty: 4081.705078
	Iteration 25Q: 3 clusters Score -461632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -461633.781250 Penalty: 4081.705078
	Iteration 26Q: 3 clusters Score -461633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -461634.937500 Penalty: 4081.705078
	Iteration 27Q: 3 clusters Score -461634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -461634.937500 Penalty: 4081.705078
	Iteration 28F: 3 clusters Score -461634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -653381.312500 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -653381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -648662.687500 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -648662.7 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -649919.125000 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -649919.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -650224.062500 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -650224.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -650513.187500 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -650513.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -650848.250000 Penalty: 4259.382812
	Iteration 4F: 3 clusters Score -650848.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -651199.500000 Penalty: 4259.382812
	Iteration 5F: 3 clusters Score -651199.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -651522.125000 Penalty: 4259.382812
	Iteration 6F: 3 clusters Score -651522.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -651771.812500 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -651771.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -651967.125000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -651967.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -652135.937500 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -652135.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -652258.687500 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -652258.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -652340.687500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -652340.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -652396.937500 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -652396.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -652433.312500 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -652433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -652457.687500 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -652457.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -652472.125000 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -652472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -652481.687500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -652481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -652489.250000 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -652489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -652494.125000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -652494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -652495.062500 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -652495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -652496.375000 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -652496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -652498.000000 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -652498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -652500.937500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -652500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -652504.125000 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -652504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -652505.125000 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -652505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -652504.875000 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -652504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -652504.875000 Penalty: 4259.382812
	Iteration 26F: 3 clusters Score -652504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -71627.117188 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -71627.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69983.265625 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -69983.27 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70847.429688 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -70847.43 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71416.242188 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -71416.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71709.718750 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -71709.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72003.898438 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -72003.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72195.078125 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -72195.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72262.750000 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -72262.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72354.070312 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -72354.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72432.953125 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -72432.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72500.203125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -72500.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72591.257812 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -72591.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72658.507812 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -72658.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72697.398438 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -72697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72719.250000 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -72719.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72725.242188 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -72725.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72727.242188 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -72727.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72728.546875 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -72728.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72731.789062 Penalty: 3306.810547
	Iteration 17F: 3 clusters Score -72731.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72738.375000 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -72738.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72743.484375 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -72743.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72743.875000 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -72743.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 9948 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 453 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 2843 members 
Mstep: Class 62 contains 7782 members 
Mstep: Class 63 contains 333 members 
Entering Unmasked Estep 
Score: -134470560.000000 Penalty: 217528.843750
Splitting cluster 50 changes total score from -134465360.000000 to -134470560.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 51 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -378621.656250 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -378621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -375877.093750 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -375877.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -377047.093750 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -377047.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -377774.000000 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -377774 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -378397.781250 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -378397.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -378837.093750 Penalty: 3854.030762
	Iteration 4F: 3 clusters Score -378837.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -379075.156250 Penalty: 3854.030762
	Iteration 5F: 3 clusters Score -379075.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -379194.250000 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -379194.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -379282.843750 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -379282.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -379379.656250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -379379.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -379443.937500 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -379443.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -379491.562500 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -379491.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -379551.125000 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -379551.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -379608.218750 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -379608.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -379630.468750 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -379630.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -379647.531250 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -379647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -379653.343750 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -379653.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -379665.125000 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -379665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -379665.031250 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -379665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -379667.343750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -379667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -379674.656250 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -379674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -379679.625000 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -379679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -379685.687500 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -379685.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -379692.531250 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -379692.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -379703.812500 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -379703.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -379717.562500 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -379717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -379726.968750 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -379727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -379738.531250 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -379738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -379749.093750 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -379749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -379753.906250 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -379753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -379760.750000 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -379760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -379766.625000 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -379766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -379769.187500 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -379769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -379768.968750 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -379769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -379769.718750 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -379769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -379772.125000 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -379772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -379770.750000 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -379770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -379770.750000 Penalty: 3854.030762
	Iteration 36F: 3 clusters Score -379770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 9948 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 453 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 5946 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 2843 members 
Mstep: Class 62 contains 7782 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 831 members 
Entering Unmasked Estep 
Score: -134470000.000000 Penalty: 220981.687500
Splitting cluster 51 changes total score from -134465360.000000 to -134470000.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 52 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -459823.125000 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -459823.1 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 1880 members 
Entering Unmasked Estep 
Score: -456077.625000 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -456077.6 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -456884.250000 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -456884.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -457091.531250 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -457091.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -457231.281250 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -457231.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -457353.812500 Penalty: 4083.290283
	Iteration 4Q: 3 clusters Score -457353.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -457438.312500 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -457438.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -457512.781250 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -457512.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -457590.843750 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -457590.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -457666.812500 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -457666.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -457722.906250 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -457722.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -457779.562500 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -457779.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -457829.687500 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -457829.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -457869.000000 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -457869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -457918.843750 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -457918.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -457971.343750 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -457971.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -458013.093750 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -458013.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -458050.125000 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -458050.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458077.562500 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -458077.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -458099.250000 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -458099.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -458118.125000 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -458118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -458134.625000 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -458134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -458155.375000 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -458155.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -458179.562500 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -458179.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -458205.375000 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -458205.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -458228.843750 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -458228.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -458259.593750 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -458259.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -458296.593750 Penalty: 4083.290283
	Iteration 26Q: 3 clusters Score -458296.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -458336.468750 Penalty: 4083.290283
	Iteration 27Q: 3 clusters Score -458336.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458371.593750 Penalty: 4083.290283
	Iteration 28Q: 3 clusters Score -458371.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458393.843750 Penalty: 4083.290283
	Iteration 29Q: 3 clusters Score -458393.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -458418.281250 Penalty: 4083.290283
	Iteration 30Q: 3 clusters Score -458418.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -458450.812500 Penalty: 4083.290283
	Iteration 31Q: 3 clusters Score -458450.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -458494.812500 Penalty: 4083.290283
	Iteration 32Q: 3 clusters Score -458494.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -458527.500000 Penalty: 4083.290283
	Iteration 33Q: 3 clusters Score -458527.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458558.687500 Penalty: 4083.290283
	Iteration 34Q: 3 clusters Score -458558.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -458582.625000 Penalty: 4083.290283
	Iteration 35Q: 3 clusters Score -458582.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -458594.625000 Penalty: 4083.290283
	Iteration 36Q: 3 clusters Score -458594.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -458607.031250 Penalty: 4083.290283
	Iteration 37Q: 3 clusters Score -458607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -458612.968750 Penalty: 4083.290283
	Iteration 38Q: 3 clusters Score -458613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -458616.937500 Penalty: 4083.290283
	Iteration 39Q: 3 clusters Score -458616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -458620.843750 Penalty: 4083.290283
	Iteration 40F: 3 clusters Score -458620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -458623.656250 Penalty: 4083.290283
	Iteration 41Q: 3 clusters Score -458623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -458625.750000 Penalty: 4083.290283
	Iteration 42Q: 3 clusters Score -458625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -458625.625000 Penalty: 4083.290283
	Iteration 43Q: 3 clusters Score -458625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -458625.937500 Penalty: 4083.290283
	Iteration 44Q: 3 clusters Score -458625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -458625.937500 Penalty: 4083.290283
	Iteration 45F: 3 clusters Score -458625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Entering Unmasked Estep 
Score: -651281.250000 Penalty: 2129.182129
	Iteration 0F: 2 clusters Score -651281.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -646543.250000 Penalty: 4258.364258
	Iteration 0F: 3 clusters Score -646543.2 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -647739.812500 Penalty: 4258.364258
	Iteration 1F: 3 clusters Score -647739.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -648009.750000 Penalty: 4258.364258
	Iteration 2F: 3 clusters Score -648009.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -648267.437500 Penalty: 4258.364258
	Iteration 3F: 3 clusters Score -648267.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -648549.187500 Penalty: 4258.364258
	Iteration 4F: 3 clusters Score -648549.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -648770.187500 Penalty: 4258.364258
	Iteration 5F: 3 clusters Score -648770.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -648958.437500 Penalty: 4258.364258
	Iteration 6Q: 3 clusters Score -648958.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -649123.312500 Penalty: 4258.364258
	Iteration 7Q: 3 clusters Score -649123.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -649268.312500 Penalty: 4258.364258
	Iteration 8Q: 3 clusters Score -649268.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -649387.687500 Penalty: 4258.364258
	Iteration 9Q: 3 clusters Score -649387.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -649480.125000 Penalty: 4258.364258
	Iteration 10Q: 3 clusters Score -649480.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -649567.437500 Penalty: 4258.364258
	Iteration 11Q: 3 clusters Score -649567.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -649674.312500 Penalty: 4258.364258
	Iteration 12Q: 3 clusters Score -649674.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -649750.500000 Penalty: 4258.364258
	Iteration 13Q: 3 clusters Score -649750.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -649824.937500 Penalty: 4258.364258
	Iteration 14Q: 3 clusters Score -649824.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -649878.937500 Penalty: 4258.364258
	Iteration 15Q: 3 clusters Score -649878.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -649908.187500 Penalty: 4258.364258
	Iteration 16Q: 3 clusters Score -649908.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -649935.125000 Penalty: 4258.364258
	Iteration 17Q: 3 clusters Score -649935.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -649959.250000 Penalty: 4258.364258
	Iteration 18Q: 3 clusters Score -649959.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -649978.875000 Penalty: 4258.364258
	Iteration 19Q: 3 clusters Score -649978.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -649998.187500 Penalty: 4258.364258
	Iteration 20F: 3 clusters Score -649998.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -650008.937500 Penalty: 4258.364258
	Iteration 21Q: 3 clusters Score -650008.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -650019.687500 Penalty: 4258.364258
	Iteration 22Q: 3 clusters Score -650019.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -650033.937500 Penalty: 4258.364258
	Iteration 23Q: 3 clusters Score -650033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -650052.500000 Penalty: 4258.364258
	Iteration 24Q: 3 clusters Score -650052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -650063.375000 Penalty: 4258.364258
	Iteration 25Q: 3 clusters Score -650063.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -650069.375000 Penalty: 4258.364258
	Iteration 26Q: 3 clusters Score -650069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -650074.500000 Penalty: 4258.364258
	Iteration 27Q: 3 clusters Score -650074.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -650079.375000 Penalty: 4258.364258
	Iteration 28Q: 3 clusters Score -650079.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -650083.250000 Penalty: 4258.364258
	Iteration 29Q: 3 clusters Score -650083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -650087.000000 Penalty: 4258.364258
	Iteration 30Q: 3 clusters Score -650087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -650088.062500 Penalty: 4258.364258
	Iteration 31Q: 3 clusters Score -650088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -650089.625000 Penalty: 4258.364258
	Iteration 32Q: 3 clusters Score -650089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -650091.500000 Penalty: 4258.364258
	Iteration 33Q: 3 clusters Score -650091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -650093.312500 Penalty: 4258.364258
	Iteration 34Q: 3 clusters Score -650093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -650096.187500 Penalty: 4258.364258
	Iteration 35Q: 3 clusters Score -650096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -650096.250000 Penalty: 4258.364258
	Iteration 36Q: 3 clusters Score -650096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -650096.375000 Penalty: 4258.364258
	Iteration 37Q: 3 clusters Score -650096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -650098.125000 Penalty: 4258.364258
	Iteration 38Q: 3 clusters Score -650098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -650098.312500 Penalty: 4258.364258
	Iteration 39Q: 3 clusters Score -650098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -650100.375000 Penalty: 4258.364258
	Iteration 40F: 3 clusters Score -650100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -650105.250000 Penalty: 4258.364258
	Iteration 41Q: 3 clusters Score -650105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -650107.687500 Penalty: 4258.364258
	Iteration 42Q: 3 clusters Score -650107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -650107.375000 Penalty: 4258.364258
	Iteration 43Q: 3 clusters Score -650107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -650110.625000 Penalty: 4258.364258
	Iteration 44Q: 3 clusters Score -650110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -650111.437500 Penalty: 4258.364258
	Iteration 45Q: 3 clusters Score -650111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -650112.312500 Penalty: 4258.364258
	Iteration 46Q: 3 clusters Score -650112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -650113.437500 Penalty: 4258.364258
	Iteration 47Q: 3 clusters Score -650113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -650113.437500 Penalty: 4258.364258
	Iteration 48Q: 3 clusters Score -650113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -650114.812500 Penalty: 4258.364258
	Iteration 49Q: 3 clusters Score -650114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -650114.062500 Penalty: 4258.364258
	Iteration 50Q: 3 clusters Score -650114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -650115.125000 Penalty: 4258.364258
	Iteration 51Q: 3 clusters Score -650115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -650115.125000 Penalty: 4258.364258
	Iteration 52F: 3 clusters Score -650115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -1335954.375000 Penalty: 2301.221680
	Iteration 0F: 2 clusters Score -1335954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1327894.875000 Penalty: 4602.443359
	Iteration 0F: 3 clusters Score -1327895 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1330231.000000 Penalty: 4602.443359
	Iteration 1F: 3 clusters Score -1330231 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1330529.125000 Penalty: 4602.443359
	Iteration 2F: 3 clusters Score -1330529 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1330759.750000 Penalty: 4602.443359
	Iteration 3Q: 3 clusters Score -1330760 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1330938.000000 Penalty: 4602.443359
	Iteration 4Q: 3 clusters Score -1330938 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1331094.125000 Penalty: 4602.443359
	Iteration 5Q: 3 clusters Score -1331094 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1331286.625000 Penalty: 4602.443359
	Iteration 6Q: 3 clusters Score -1331287 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1331513.875000 Penalty: 4602.443359
	Iteration 7Q: 3 clusters Score -1331514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1331784.500000 Penalty: 4602.443359
	Iteration 8Q: 3 clusters Score -1331784 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1332064.875000 Penalty: 4602.443359
	Iteration 9Q: 3 clusters Score -1332065 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1332319.500000 Penalty: 4602.443359
	Iteration 10Q: 3 clusters Score -1332320 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1332542.625000 Penalty: 4602.443359
	Iteration 11Q: 3 clusters Score -1332543 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1332744.750000 Penalty: 4602.443359
	Iteration 12Q: 3 clusters Score -1332745 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1332899.750000 Penalty: 4602.443359
	Iteration 13Q: 3 clusters Score -1332900 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1333007.625000 Penalty: 4602.443359
	Iteration 14Q: 3 clusters Score -1333008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1333087.875000 Penalty: 4602.443359
	Iteration 15Q: 3 clusters Score -1333088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1333158.625000 Penalty: 4602.443359
	Iteration 16Q: 3 clusters Score -1333159 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1333215.750000 Penalty: 4602.443359
	Iteration 17Q: 3 clusters Score -1333216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1333264.500000 Penalty: 4602.443359
	Iteration 18Q: 3 clusters Score -1333264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1333319.250000 Penalty: 4602.443359
	Iteration 19Q: 3 clusters Score -1333319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1333361.375000 Penalty: 4602.443359
	Iteration 20F: 3 clusters Score -1333361 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1333407.125000 Penalty: 4602.443359
	Iteration 21Q: 3 clusters Score -1333407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1333449.375000 Penalty: 4602.443359
	Iteration 22Q: 3 clusters Score -1333449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1333484.375000 Penalty: 4602.443359
	Iteration 23Q: 3 clusters Score -1333484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1333520.750000 Penalty: 4602.443359
	Iteration 24Q: 3 clusters Score -1333521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1333555.000000 Penalty: 4602.443359
	Iteration 25Q: 3 clusters Score -1333555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1333586.125000 Penalty: 4602.443359
	Iteration 26Q: 3 clusters Score -1333586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1333616.000000 Penalty: 4602.443359
	Iteration 27Q: 3 clusters Score -1333616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1333645.250000 Penalty: 4602.443359
	Iteration 28Q: 3 clusters Score -1333645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1333679.875000 Penalty: 4602.443359
	Iteration 29Q: 3 clusters Score -1333680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1333710.625000 Penalty: 4602.443359
	Iteration 30Q: 3 clusters Score -1333711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1333740.000000 Penalty: 4602.443359
	Iteration 31Q: 3 clusters Score -1333740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1333763.125000 Penalty: 4602.443359
	Iteration 32Q: 3 clusters Score -1333763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1333785.875000 Penalty: 4602.443359
	Iteration 33Q: 3 clusters Score -1333786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1333799.375000 Penalty: 4602.443359
	Iteration 34Q: 3 clusters Score -1333799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1333819.625000 Penalty: 4602.443359
	Iteration 35Q: 3 clusters Score -1333820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1333828.750000 Penalty: 4602.443359
	Iteration 36Q: 3 clusters Score -1333829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1333834.000000 Penalty: 4602.443359
	Iteration 37Q: 3 clusters Score -1333834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1333841.875000 Penalty: 4602.443359
	Iteration 38Q: 3 clusters Score -1333842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1333847.875000 Penalty: 4602.443359
	Iteration 39Q: 3 clusters Score -1333848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1333856.625000 Penalty: 4602.443359
	Iteration 40F: 3 clusters Score -1333857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1333861.500000 Penalty: 4602.443359
	Iteration 41Q: 3 clusters Score -1333862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1333867.500000 Penalty: 4602.443359
	Iteration 42Q: 3 clusters Score -1333868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1333875.875000 Penalty: 4602.443359
	Iteration 43Q: 3 clusters Score -1333876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1333883.875000 Penalty: 4602.443359
	Iteration 44Q: 3 clusters Score -1333884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1333894.875000 Penalty: 4602.443359
	Iteration 45Q: 3 clusters Score -1333895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1333905.500000 Penalty: 4602.443359
	Iteration 46Q: 3 clusters Score -1333906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1333913.375000 Penalty: 4602.443359
	Iteration 47Q: 3 clusters Score -1333913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1333914.375000 Penalty: 4602.443359
	Iteration 48Q: 3 clusters Score -1333914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1333916.375000 Penalty: 4602.443359
	Iteration 49Q: 3 clusters Score -1333916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1333920.625000 Penalty: 4602.443359
	Iteration 50Q: 3 clusters Score -1333921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1333925.375000 Penalty: 4602.443359
	Iteration 51Q: 3 clusters Score -1333925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1333928.125000 Penalty: 4602.443359
	Iteration 52Q: 3 clusters Score -1333928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1333928.875000 Penalty: 4602.443359
	Iteration 53Q: 3 clusters Score -1333929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1333933.500000 Penalty: 4602.443359
	Iteration 54Q: 3 clusters Score -1333934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1333935.625000 Penalty: 4602.443359
	Iteration 55Q: 3 clusters Score -1333936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1333936.625000 Penalty: 4602.443359
	Iteration 56Q: 3 clusters Score -1333937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1333938.000000 Penalty: 4602.443359
	Iteration 57Q: 3 clusters Score -1333938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1333937.875000 Penalty: 4602.443359
	Iteration 58Q: 3 clusters Score -1333938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1333937.875000 Penalty: 4602.443359
	Iteration 59F: 3 clusters Score -1333938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -375419.625000 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -375419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -371940.281250 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -371940.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -372723.156250 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -372723.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -372962.218750 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -372962.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -373142.156250 Penalty: 4023.069824
	Iteration 3F: 3 clusters Score -373142.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -373322.968750 Penalty: 4023.069824
	Iteration 4F: 3 clusters Score -373323 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -373493.406250 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -373493.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -373662.500000 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -373662.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -373808.343750 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -373808.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -373916.593750 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -373916.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -374015.812500 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -374015.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -374107.750000 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -374107.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -374162.843750 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -374162.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -374209.968750 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -374210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -374255.062500 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -374255.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -374298.750000 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -374298.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -374326.156250 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -374326.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -374348.843750 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -374348.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -374367.156250 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -374367.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -374392.062500 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -374392.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -374416.250000 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -374416.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374443.687500 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -374443.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -374472.531250 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -374472.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -374494.375000 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -374494.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -374512.031250 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -374512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -374527.531250 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -374527.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -374537.687500 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -374537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -374543.062500 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -374543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -374547.093750 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -374547.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -374552.968750 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -374553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -374562.437500 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -374562.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -374578.593750 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -374578.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -374592.281250 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -374592.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -374609.343750 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -374609.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -374619.375000 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -374619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -374628.875000 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -374628.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -374636.562500 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -374636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -374643.750000 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -374643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -374654.937500 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -374654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -374665.125000 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -374665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -374670.937500 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -374670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -374674.156250 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -374674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -374678.687500 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -374678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -374685.062500 Penalty: 4023.069824
	Iteration 42Q: 3 clusters Score -374685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -374690.718750 Penalty: 4023.069824
	Iteration 43Q: 3 clusters Score -374690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -374694.937500 Penalty: 4023.069824
	Iteration 44Q: 3 clusters Score -374694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -374698.593750 Penalty: 4023.069824
	Iteration 45Q: 3 clusters Score -374698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -374699.187500 Penalty: 4023.069824
	Iteration 46Q: 3 clusters Score -374699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -374700.187500 Penalty: 4023.069824
	Iteration 47Q: 3 clusters Score -374700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -374702.625000 Penalty: 4023.069824
	Iteration 48Q: 3 clusters Score -374702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -374703.312500 Penalty: 4023.069824
	Iteration 49Q: 3 clusters Score -374703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -374704.593750 Penalty: 4023.069824
	Iteration 50Q: 3 clusters Score -374704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -374704.593750 Penalty: 4023.069824
	Iteration 51F: 3 clusters Score -374704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -179442.593750 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -179442.6 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 750 members 
Entering Unmasked Estep 
Score: -177175.390625 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -177175.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177594.906250 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -177594.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177739.125000 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -177739.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177821.609375 Penalty: 3630.324463
	Iteration 3Q: 3 clusters Score -177821.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -177881.656250 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -177881.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -177931.265625 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -177931.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -177958.687500 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -177958.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -177981.843750 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -177981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177992.328125 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -177992.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -178002.359375 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -178002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -178013.234375 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -178013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -178023.562500 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -178023.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -178033.890625 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -178033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -178041.250000 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -178041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -178045.593750 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -178045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178055.453125 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -178055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178060.750000 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -178060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -178071.000000 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -178071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -178074.625000 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -178074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -178079.359375 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -178079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -178084.671875 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -178084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178090.109375 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -178090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -178092.859375 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -178092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178093.734375 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -178093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -178096.250000 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -178096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -178097.609375 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -178097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -178098.703125 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -178098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -178100.546875 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -178100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -178100.546875 Penalty: 3630.324463
	Iteration 28F: 3 clusters Score -178100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -728147.687500 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -728147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -723099.312500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -723099.3 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -724385.312500 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -724385.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -724581.687500 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -724581.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -724737.687500 Penalty: 4310.475098
	Iteration 3Q: 3 clusters Score -724737.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -724870.375000 Penalty: 4310.475098
	Iteration 4Q: 3 clusters Score -724870.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -725014.187500 Penalty: 4310.475098
	Iteration 5Q: 3 clusters Score -725014.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -725209.312500 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -725209.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -725522.375000 Penalty: 4310.475098
	Iteration 7F: 3 clusters Score -725522.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -725916.625000 Penalty: 4310.475098
	Iteration 8F: 3 clusters Score -725916.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -726437.062500 Penalty: 4310.475098
	Iteration 9F: 3 clusters Score -726437.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -726987.812500 Penalty: 4310.475098
	Iteration 10F: 3 clusters Score -726987.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -727512.437500 Penalty: 4310.475098
	Iteration 11F: 3 clusters Score -727512.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -728239.875000 Penalty: 4310.475098
	Iteration 12F: 3 clusters Score -728239.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -729070.125000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -729070.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -729613.312500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -729613.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -729795.687500 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -729795.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -729850.437500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -729850.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -729875.062500 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -729875.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -729881.000000 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -729881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -729883.562500 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -729883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -729884.187500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -729884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -729886.250000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -729886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -729886.250000 Penalty: 4310.475098
	Iteration 22F: 3 clusters Score -729886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 9948 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 453 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 3189 members 
Mstep: Class 58 contains 3761 members 
Mstep: Class 59 contains 8262 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 2843 members 
Mstep: Class 62 contains 7782 members 
Mstep: Class 63 contains 333 members 
Mstep: Class 64 contains 831 members 
Mstep: Class 65 contains 2757 members 
Entering Unmasked Estep 
Score: -134470368.000000 Penalty: 224434.515625
Splitting cluster 57 changes total score from -134465360.000000 to -134470368.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 58 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -452748.781250 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -452748.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -448977.937500 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -448977.9 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -449894.156250 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -449894.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -450160.562500 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -450160.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -450394.937500 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -450394.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450565.531250 Penalty: 4083.290283
	Iteration 4F: 3 clusters Score -450565.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -450722.937500 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -450722.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -450869.875000 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -450869.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -451012.437500 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -451012.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -451118.687500 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -451118.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -451182.093750 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -451182.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -451252.312500 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -451252.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -451299.562500 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -451299.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -451349.062500 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -451349.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -451390.562500 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -451390.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -451439.937500 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -451439.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -451496.250000 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -451496.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -451539.156250 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -451539.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -451569.281250 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -451569.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -451600.937500 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -451600.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -451629.687500 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -451629.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -451655.937500 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -451655.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -451677.343750 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -451677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -451690.187500 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -451690.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -451706.437500 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -451706.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -451725.593750 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -451725.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -451740.625000 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -451740.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -451757.281250 Penalty: 4083.290283
	Iteration 26Q: 3 clusters Score -451757.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -451769.468750 Penalty: 4083.290283
	Iteration 27Q: 3 clusters Score -451769.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -451779.156250 Penalty: 4083.290283
	Iteration 28Q: 3 clusters Score -451779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -451793.906250 Penalty: 4083.290283
	Iteration 29Q: 3 clusters Score -451793.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -451808.187500 Penalty: 4083.290283
	Iteration 30Q: 3 clusters Score -451808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -451815.281250 Penalty: 4083.290283
	Iteration 31Q: 3 clusters Score -451815.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -451827.562500 Penalty: 4083.290283
	Iteration 32Q: 3 clusters Score -451827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -451833.187500 Penalty: 4083.290283
	Iteration 33Q: 3 clusters Score -451833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -451839.812500 Penalty: 4083.290283
	Iteration 34Q: 3 clusters Score -451839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -451848.562500 Penalty: 4083.290283
	Iteration 35Q: 3 clusters Score -451848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -451859.062500 Penalty: 4083.290283
	Iteration 36Q: 3 clusters Score -451859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -451869.375000 Penalty: 4083.290283
	Iteration 37Q: 3 clusters Score -451869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -451879.500000 Penalty: 4083.290283
	Iteration 38Q: 3 clusters Score -451879.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -451889.218750 Penalty: 4083.290283
	Iteration 39Q: 3 clusters Score -451889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -451896.875000 Penalty: 4083.290283
	Iteration 40F: 3 clusters Score -451896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -451903.656250 Penalty: 4083.290283
	Iteration 41Q: 3 clusters Score -451903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -451905.625000 Penalty: 4083.290283
	Iteration 42Q: 3 clusters Score -451905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -451907.968750 Penalty: 4083.290283
	Iteration 43Q: 3 clusters Score -451908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -451911.781250 Penalty: 4083.290283
	Iteration 44Q: 3 clusters Score -451911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -451913.562500 Penalty: 4083.290283
	Iteration 45Q: 3 clusters Score -451913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -451915.156250 Penalty: 4083.290283
	Iteration 46Q: 3 clusters Score -451915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -451915.125000 Penalty: 4083.290283
	Iteration 47Q: 3 clusters Score -451915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -451916.062500 Penalty: 4083.290283
	Iteration 48Q: 3 clusters Score -451916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -451915.718750 Penalty: 4083.290283
	Iteration 49Q: 3 clusters Score -451915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -451916.968750 Penalty: 4083.290283
	Iteration 50Q: 3 clusters Score -451917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -451917.593750 Penalty: 4083.290283
	Iteration 51Q: 3 clusters Score -451917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -451917.437500 Penalty: 4083.290283
	Iteration 52Q: 3 clusters Score -451917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -451918.906250 Penalty: 4083.290283
	Iteration 53Q: 3 clusters Score -451918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -451921.156250 Penalty: 4083.290283
	Iteration 54Q: 3 clusters Score -451921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -451923.250000 Penalty: 4083.290283
	Iteration 55Q: 3 clusters Score -451923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -451924.437500 Penalty: 4083.290283
	Iteration 56Q: 3 clusters Score -451924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -451925.312500 Penalty: 4083.290283
	Iteration 57Q: 3 clusters Score -451925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -451925.312500 Penalty: 4083.290283
	Iteration 58F: 3 clusters Score -451925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 243738 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134597 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 51000 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 16998 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 745 members 
Mstep: Class 36 contains 27362 members 
Mstep: Class 37 contains 11791 members 
Mstep: Class 38 contains 1597 members 
Mstep: Class 39 contains 7287 members 
Mstep: Class 40 contains 5331 members 
Mstep: Class 42 contains 11174 members 
Mstep: Class 43 contains 9948 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 23608 members 
Mstep: Class 46 contains 12116 members 
Mstep: Class 47 contains 5601 members 
Mstep: Class 48 contains 3749 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 453 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 3761 members 
Mstep: Class 53 contains 5353 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3331 members 
Mstep: Class 56 contains 1509 members 
Mstep: Class 57 contains 3189 members 
Mstep: Class 58 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134474256.000000 Penalty: 224434.515625
Iteration 119Q: 66 clusters Score -1.344743e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 46015 members 
Mstep: Class 4 contains 8662 members 
Mstep: Class 5 contains 243702 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 22359 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 35542 members 
Mstep: Class 15 contains 134509 members 
Mstep: Class 16 contains 69617 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 38105 members 
Mstep: Class 21 contains 50679 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 677 members 
Mstep: Class 25 contains 5761 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 5407 members 
Mstep: Class 29 contains 5848 members 
Mstep: Class 30 contains 10331 members 
Mstep: Class 31 contains 26296 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 17052 members 
Mstep: Class 34 contains 41630 members 
Mstep: Class 35 contains 799 members 
Mstep: Class 36 contains 27270 members 
Mstep: Class 37 contains 11831 members 
Mstep: Class 38 contains 1608 members 
Mstep: Class 39 contains 7280 members 
Mstep: Class 40 contains 6077 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 10265 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 23384 members 
Mstep: Class 46 contains 12123 members 
Mstep: Class 47 contains 5486 members 
Mstep: Class 48 contains 3786 members 
Mstep: Class 49 contains 5374 members 
Mstep: Class 50 contains 458 members 
Mstep: Class 51 contains 1607 members 
Mstep: Class 52 contains 3775 members 
Mstep: Class 53 contains 5365 members 
Mstep: Class 54 contains 10712 members 
Mstep: Class 55 contains 3344 members 
Mstep: Class 56 contains 1449 members 
Mstep: Class 57 contains 3238 members 
Mstep: Class 58 contains 3781 members 
Mstep: Class 59 contains 7905 members 
Mstep: Class 60 contains 1163 members 
Mstep: Class 61 contains 2628 members 
Mstep: Class 62 contains 7537 members 
Mstep: Class 63 contains 326 members 
Mstep: Class 64 contains 820 members 
Mstep: Class 65 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134477456.000000 Penalty: 224434.515625
Iteration 120F: 66 clusters Score -1.344775e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 45886 members 
Mstep: Class 4 contains 8657 members 
Mstep: Class 5 contains 243648 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 22372 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 35546 members 
Mstep: Class 15 contains 134440 members 
Mstep: Class 16 contains 69593 members 
Mstep: Class 17 contains 14598 members 
Mstep: Class 18 contains 16908 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 38091 members 
Mstep: Class 21 contains 50496 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 5752 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1471 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 10338 members 
Mstep: Class 31 contains 26326 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 17092 members 
Mstep: Class 34 contains 41634 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 27168 members 
Mstep: Class 37 contains 11703 members 
Mstep: Class 38 contains 1529 members 
Mstep: Class 39 contains 7273 members 
Mstep: Class 40 contains 6558 members 
Mstep: Class 41 contains 2670 members 
Mstep: Class 42 contains 10958 members 
Mstep: Class 43 contains 10371 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 23163 members 
Mstep: Class 46 contains 12133 members 
Mstep: Class 47 contains 5413 members 
Mstep: Class 48 contains 3824 members 
Mstep: Class 49 contains 5337 members 
Mstep: Class 50 contains 463 members 
Mstep: Class 51 contains 1626 members 
Mstep: Class 52 contains 3745 members 
Mstep: Class 53 contains 5358 members 
Mstep: Class 54 contains 10721 members 
Mstep: Class 55 contains 3346 members 
Mstep: Class 56 contains 1336 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 3781 members 
Mstep: Class 59 contains 7895 members 
Mstep: Class 60 contains 1251 members 
Mstep: Class 61 contains 2822 members 
Mstep: Class 62 contains 7551 members 
Mstep: Class 63 contains 384 members 
Mstep: Class 64 contains 848 members 
Mstep: Class 65 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134479984.000000 Penalty: 224434.515625
Iteration 121Q: 66 clusters Score -1.3448e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 45725 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 243586 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3521 members 
Mstep: Class 9 contains 22413 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 35547 members 
Mstep: Class 15 contains 134419 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 14555 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 21 contains 50406 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 5746 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 10335 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 4257 members 
Mstep: Class 33 contains 17113 members 
Mstep: Class 34 contains 41631 members 
Mstep: Class 35 contains 922 members 
Mstep: Class 36 contains 27132 members 
Mstep: Class 37 contains 11629 members 
Mstep: Class 38 contains 1484 members 
Mstep: Class 39 contains 7272 members 
Mstep: Class 40 contains 6883 members 
Mstep: Class 41 contains 2670 members 
Mstep: Class 42 contains 10873 members 
Mstep: Class 43 contains 10457 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 22920 members 
Mstep: Class 46 contains 12147 members 
Mstep: Class 47 contains 5354 members 
Mstep: Class 48 contains 3856 members 
Mstep: Class 49 contains 5323 members 
Mstep: Class 50 contains 466 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 3739 members 
Mstep: Class 53 contains 5357 members 
Mstep: Class 54 contains 10723 members 
Mstep: Class 55 contains 3352 members 
Mstep: Class 56 contains 1252 members 
Mstep: Class 57 contains 3259 members 
Mstep: Class 58 contains 3779 members 
Mstep: Class 59 contains 7860 members 
Mstep: Class 60 contains 1324 members 
Mstep: Class 61 contains 2908 members 
Mstep: Class 62 contains 7555 members 
Mstep: Class 63 contains 387 members 
Mstep: Class 64 contains 869 members 
Mstep: Class 65 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134481904.000000 Penalty: 224434.515625
Iteration 122Q: 66 clusters Score -1.344819e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 45577 members 
Mstep: Class 4 contains 8641 members 
Mstep: Class 5 contains 243500 members 
Mstep: Class 6 contains 20761 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3558 members 
Mstep: Class 9 contains 22460 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40660 members 
Mstep: Class 12 contains 9457 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134394 members 
Mstep: Class 16 contains 69527 members 
Mstep: Class 17 contains 14509 members 
Mstep: Class 18 contains 16858 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 20 contains 38028 members 
Mstep: Class 21 contains 50390 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1469 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 6078 members 
Mstep: Class 30 contains 10326 members 
Mstep: Class 31 contains 26376 members 
Mstep: Class 32 contains 4321 members 
Mstep: Class 33 contains 17127 members 
Mstep: Class 34 contains 41634 members 
Mstep: Class 35 contains 960 members 
Mstep: Class 36 contains 27084 members 
Mstep: Class 37 contains 11571 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 7275 members 
Mstep: Class 40 contains 7139 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10793 members 
Mstep: Class 43 contains 10516 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 22695 members 
Mstep: Class 46 contains 12163 members 
Mstep: Class 47 contains 5308 members 
Mstep: Class 48 contains 3881 members 
Mstep: Class 49 contains 5314 members 
Mstep: Class 50 contains 470 members 
Mstep: Class 51 contains 1658 members 
Mstep: Class 52 contains 3722 members 
Mstep: Class 53 contains 5355 members 
Mstep: Class 54 contains 10720 members 
Mstep: Class 55 contains 3326 members 
Mstep: Class 56 contains 1194 members 
Mstep: Class 57 contains 3278 members 
Mstep: Class 58 contains 3776 members 
Mstep: Class 59 contains 7851 members 
Mstep: Class 60 contains 1402 members 
Mstep: Class 61 contains 2999 members 
Mstep: Class 62 contains 7552 members 
Mstep: Class 63 contains 374 members 
Mstep: Class 64 contains 898 members 
Mstep: Class 65 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134483088.000000 Penalty: 224434.515625
Iteration 123Q: 66 clusters Score -1.344831e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 45424 members 
Mstep: Class 4 contains 8627 members 
Mstep: Class 5 contains 243409 members 
Mstep: Class 6 contains 20770 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 22512 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40681 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 35544 members 
Mstep: Class 15 contains 134371 members 
Mstep: Class 16 contains 69504 members 
Mstep: Class 17 contains 14485 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 19 contains 4482 members 
Mstep: Class 20 contains 37991 members 
Mstep: Class 21 contains 50398 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 653 members 
Mstep: Class 25 contains 5734 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1472 members 
Mstep: Class 28 contains 5368 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 10314 members 
Mstep: Class 31 contains 26409 members 
Mstep: Class 32 contains 4394 members 
Mstep: Class 33 contains 17141 members 
Mstep: Class 34 contains 41648 members 
Mstep: Class 35 contains 978 members 
Mstep: Class 36 contains 27044 members 
Mstep: Class 37 contains 11540 members 
Mstep: Class 38 contains 1440 members 
Mstep: Class 39 contains 7278 members 
Mstep: Class 40 contains 7347 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10729 members 
Mstep: Class 43 contains 10564 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 22470 members 
Mstep: Class 46 contains 12170 members 
Mstep: Class 47 contains 5273 members 
Mstep: Class 48 contains 3916 members 
Mstep: Class 49 contains 5306 members 
Mstep: Class 50 contains 477 members 
Mstep: Class 51 contains 1664 members 
Mstep: Class 52 contains 3714 members 
Mstep: Class 53 contains 5352 members 
Mstep: Class 54 contains 10711 members 
Mstep: Class 55 contains 3295 members 
Mstep: Class 56 contains 1161 members 
Mstep: Class 57 contains 3291 members 
Mstep: Class 58 contains 3773 members 
Mstep: Class 59 contains 7836 members 
Mstep: Class 60 contains 1480 members 
Mstep: Class 61 contains 3024 members 
Mstep: Class 62 contains 7544 members 
Mstep: Class 63 contains 361 members 
Mstep: Class 64 contains 922 members 
Mstep: Class 65 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134484304.000000 Penalty: 224434.515625
Iteration 124Q: 66 clusters Score -1.344843e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 45292 members 
Mstep: Class 4 contains 8619 members 
Mstep: Class 5 contains 243336 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40699 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 35541 members 
Mstep: Class 15 contains 134345 members 
Mstep: Class 16 contains 69486 members 
Mstep: Class 17 contains 14469 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 50429 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 5729 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 6146 members 
Mstep: Class 30 contains 10307 members 
Mstep: Class 31 contains 26432 members 
Mstep: Class 32 contains 4490 members 
Mstep: Class 33 contains 17158 members 
Mstep: Class 34 contains 41645 members 
Mstep: Class 35 contains 985 members 
Mstep: Class 36 contains 27017 members 
Mstep: Class 37 contains 11522 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 7285 members 
Mstep: Class 40 contains 7513 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10685 members 
Mstep: Class 43 contains 10590 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 22237 members 
Mstep: Class 46 contains 12179 members 
Mstep: Class 47 contains 5245 members 
Mstep: Class 48 contains 3958 members 
Mstep: Class 49 contains 5298 members 
Mstep: Class 50 contains 480 members 
Mstep: Class 51 contains 1670 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10695 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 3301 members 
Mstep: Class 58 contains 3771 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 1568 members 
Mstep: Class 61 contains 3053 members 
Mstep: Class 62 contains 7540 members 
Mstep: Class 63 contains 348 members 
Mstep: Class 64 contains 939 members 
Mstep: Class 65 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134485776.000000 Penalty: 224434.515625
Iteration 125Q: 66 clusters Score -1.344858e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 45190 members 
Mstep: Class 4 contains 8611 members 
Mstep: Class 5 contains 243239 members 
Mstep: Class 6 contains 20781 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 22610 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40711 members 
Mstep: Class 12 contains 9758 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 35540 members 
Mstep: Class 15 contains 134313 members 
Mstep: Class 16 contains 69465 members 
Mstep: Class 17 contains 14448 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 37924 members 
Mstep: Class 21 contains 50494 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5723 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6157 members 
Mstep: Class 30 contains 10298 members 
Mstep: Class 31 contains 26449 members 
Mstep: Class 32 contains 4603 members 
Mstep: Class 33 contains 17167 members 
Mstep: Class 34 contains 41644 members 
Mstep: Class 35 contains 990 members 
Mstep: Class 36 contains 27007 members 
Mstep: Class 37 contains 11508 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 7295 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10640 members 
Mstep: Class 43 contains 10603 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 22018 members 
Mstep: Class 46 contains 12191 members 
Mstep: Class 47 contains 5210 members 
Mstep: Class 48 contains 3992 members 
Mstep: Class 49 contains 5287 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 3703 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10682 members 
Mstep: Class 55 contains 3213 members 
Mstep: Class 56 contains 1117 members 
Mstep: Class 57 contains 3310 members 
Mstep: Class 58 contains 3771 members 
Mstep: Class 59 contains 7839 members 
Mstep: Class 60 contains 1634 members 
Mstep: Class 61 contains 3083 members 
Mstep: Class 62 contains 7535 members 
Mstep: Class 63 contains 339 members 
Mstep: Class 64 contains 956 members 
Mstep: Class 65 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486288.000000 Penalty: 224434.515625
Iteration 126Q: 66 clusters Score -1.344863e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 45091 members 
Mstep: Class 4 contains 8605 members 
Mstep: Class 5 contains 243151 members 
Mstep: Class 6 contains 20792 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 22644 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40738 members 
Mstep: Class 12 contains 9824 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 35530 members 
Mstep: Class 15 contains 134291 members 
Mstep: Class 16 contains 69438 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 4464 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 50550 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5717 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 6165 members 
Mstep: Class 30 contains 10295 members 
Mstep: Class 31 contains 26490 members 
Mstep: Class 32 contains 4698 members 
Mstep: Class 33 contains 17171 members 
Mstep: Class 34 contains 41651 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 26988 members 
Mstep: Class 37 contains 11506 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 7307 members 
Mstep: Class 40 contains 7754 members 
Mstep: Class 41 contains 2671 members 
Mstep: Class 42 contains 10611 members 
Mstep: Class 43 contains 10610 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 21795 members 
Mstep: Class 46 contains 12198 members 
Mstep: Class 47 contains 5182 members 
Mstep: Class 48 contains 4036 members 
Mstep: Class 49 contains 5281 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 1665 members 
Mstep: Class 52 contains 3700 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 3162 members 
Mstep: Class 56 contains 1106 members 
Mstep: Class 57 contains 3318 members 
Mstep: Class 58 contains 3772 members 
Mstep: Class 59 contains 7839 members 
Mstep: Class 60 contains 1689 members 
Mstep: Class 61 contains 3118 members 
Mstep: Class 62 contains 7529 members 
Mstep: Class 63 contains 332 members 
Mstep: Class 64 contains 973 members 
Mstep: Class 65 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486544.000000 Penalty: 224434.515625
Iteration 127Q: 66 clusters Score -1.344865e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44991 members 
Mstep: Class 4 contains 8600 members 
Mstep: Class 5 contains 243083 members 
Mstep: Class 6 contains 20790 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 22674 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40754 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 35533 members 
Mstep: Class 15 contains 134275 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 14408 members 
Mstep: Class 18 contains 16704 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 20 contains 37870 members 
Mstep: Class 21 contains 50580 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 5715 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 6162 members 
Mstep: Class 30 contains 10296 members 
Mstep: Class 31 contains 26557 members 
Mstep: Class 32 contains 4791 members 
Mstep: Class 33 contains 17172 members 
Mstep: Class 34 contains 41654 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26966 members 
Mstep: Class 37 contains 11502 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 7317 members 
Mstep: Class 40 contains 7854 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10597 members 
Mstep: Class 43 contains 10634 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 21591 members 
Mstep: Class 46 contains 12207 members 
Mstep: Class 47 contains 5163 members 
Mstep: Class 48 contains 4078 members 
Mstep: Class 49 contains 5273 members 
Mstep: Class 50 contains 484 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 3699 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10670 members 
Mstep: Class 55 contains 3123 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 3325 members 
Mstep: Class 58 contains 3776 members 
Mstep: Class 59 contains 7842 members 
Mstep: Class 60 contains 1721 members 
Mstep: Class 61 contains 3155 members 
Mstep: Class 62 contains 7525 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 989 members 
Mstep: Class 65 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134486752.000000 Penalty: 224434.515625
Iteration 128Q: 66 clusters Score -1.344868e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 44901 members 
Mstep: Class 4 contains 8596 members 
Mstep: Class 5 contains 243040 members 
Mstep: Class 6 contains 20790 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 22690 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 9924 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 35535 members 
Mstep: Class 15 contains 134248 members 
Mstep: Class 16 contains 69392 members 
Mstep: Class 17 contains 14396 members 
Mstep: Class 18 contains 16667 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 37842 members 
Mstep: Class 21 contains 50630 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5715 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6158 members 
Mstep: Class 30 contains 10287 members 
Mstep: Class 31 contains 26614 members 
Mstep: Class 32 contains 4850 members 
Mstep: Class 33 contains 17175 members 
Mstep: Class 34 contains 41659 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26956 members 
Mstep: Class 37 contains 11510 members 
Mstep: Class 38 contains 1359 members 
Mstep: Class 39 contains 7330 members 
Mstep: Class 40 contains 7934 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10571 members 
Mstep: Class 43 contains 10654 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 21386 members 
Mstep: Class 46 contains 12213 members 
Mstep: Class 47 contains 5145 members 
Mstep: Class 48 contains 4126 members 
Mstep: Class 49 contains 5270 members 
Mstep: Class 50 contains 485 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 3697 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10661 members 
Mstep: Class 55 contains 3099 members 
Mstep: Class 56 contains 1094 members 
Mstep: Class 57 contains 3329 members 
Mstep: Class 58 contains 3779 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 1745 members 
Mstep: Class 61 contains 3199 members 
Mstep: Class 62 contains 7519 members 
Mstep: Class 63 contains 330 members 
Mstep: Class 64 contains 998 members 
Mstep: Class 65 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487232.000000 Penalty: 224434.515625
Iteration 129Q: 66 clusters Score -1.344872e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 44805 members 
Mstep: Class 4 contains 8594 members 
Mstep: Class 5 contains 242993 members 
Mstep: Class 6 contains 20790 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 22716 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40774 members 
Mstep: Class 12 contains 9974 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 35535 members 
Mstep: Class 15 contains 134235 members 
Mstep: Class 16 contains 69369 members 
Mstep: Class 17 contains 14383 members 
Mstep: Class 18 contains 16646 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 50656 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 6157 members 
Mstep: Class 30 contains 10274 members 
Mstep: Class 31 contains 26689 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 17167 members 
Mstep: Class 34 contains 41665 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26950 members 
Mstep: Class 37 contains 11512 members 
Mstep: Class 38 contains 1349 members 
Mstep: Class 39 contains 7343 members 
Mstep: Class 40 contains 8000 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10552 members 
Mstep: Class 43 contains 10674 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 21179 members 
Mstep: Class 46 contains 12216 members 
Mstep: Class 47 contains 5133 members 
Mstep: Class 48 contains 4168 members 
Mstep: Class 49 contains 5269 members 
Mstep: Class 50 contains 484 members 
Mstep: Class 51 contains 1664 members 
Mstep: Class 52 contains 3695 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10651 members 
Mstep: Class 55 contains 3084 members 
Mstep: Class 56 contains 1095 members 
Mstep: Class 57 contains 3336 members 
Mstep: Class 58 contains 3781 members 
Mstep: Class 59 contains 7852 members 
Mstep: Class 60 contains 1761 members 
Mstep: Class 61 contains 3232 members 
Mstep: Class 62 contains 7515 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1005 members 
Mstep: Class 65 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134487792.000000 Penalty: 224434.515625
Iteration 130Q: 66 clusters Score -1.344878e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 8594 members 
Mstep: Class 5 contains 242954 members 
Mstep: Class 6 contains 20806 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 22739 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40780 members 
Mstep: Class 12 contains 10026 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 35538 members 
Mstep: Class 15 contains 134212 members 
Mstep: Class 16 contains 69348 members 
Mstep: Class 17 contains 14369 members 
Mstep: Class 18 contains 16620 members 
Mstep: Class 19 contains 4457 members 
Mstep: Class 20 contains 37821 members 
Mstep: Class 21 contains 50681 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6155 members 
Mstep: Class 30 contains 10279 members 
Mstep: Class 31 contains 26785 members 
Mstep: Class 32 contains 4950 members 
Mstep: Class 33 contains 17151 members 
Mstep: Class 34 contains 41665 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26946 members 
Mstep: Class 37 contains 11522 members 
Mstep: Class 38 contains 1341 members 
Mstep: Class 39 contains 7358 members 
Mstep: Class 40 contains 8072 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10532 members 
Mstep: Class 43 contains 10691 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 20950 members 
Mstep: Class 46 contains 12222 members 
Mstep: Class 47 contains 5124 members 
Mstep: Class 48 contains 4209 members 
Mstep: Class 49 contains 5266 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 3692 members 
Mstep: Class 53 contains 5348 members 
Mstep: Class 54 contains 10636 members 
Mstep: Class 55 contains 3071 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3340 members 
Mstep: Class 58 contains 3788 members 
Mstep: Class 59 contains 7854 members 
Mstep: Class 60 contains 1765 members 
Mstep: Class 61 contains 3259 members 
Mstep: Class 62 contains 7513 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1017 members 
Mstep: Class 65 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488016.000000 Penalty: 224434.515625
Iteration 131Q: 66 clusters Score -1.34488e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44625 members 
Mstep: Class 4 contains 8593 members 
Mstep: Class 5 contains 242924 members 
Mstep: Class 6 contains 20830 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 22758 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40799 members 
Mstep: Class 12 contains 10069 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 35540 members 
Mstep: Class 15 contains 134201 members 
Mstep: Class 16 contains 69330 members 
Mstep: Class 17 contains 14351 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37805 members 
Mstep: Class 21 contains 50698 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6154 members 
Mstep: Class 30 contains 10271 members 
Mstep: Class 31 contains 26883 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 17142 members 
Mstep: Class 34 contains 41666 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26944 members 
Mstep: Class 37 contains 11519 members 
Mstep: Class 38 contains 1338 members 
Mstep: Class 39 contains 7364 members 
Mstep: Class 40 contains 8142 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10522 members 
Mstep: Class 43 contains 10704 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 20712 members 
Mstep: Class 46 contains 12224 members 
Mstep: Class 47 contains 5111 members 
Mstep: Class 48 contains 4257 members 
Mstep: Class 49 contains 5260 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1660 members 
Mstep: Class 52 contains 3689 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10629 members 
Mstep: Class 55 contains 3064 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3353 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 7860 members 
Mstep: Class 60 contains 1772 members 
Mstep: Class 61 contains 3291 members 
Mstep: Class 62 contains 7510 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1022 members 
Mstep: Class 65 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488400.000000 Penalty: 224434.515625
Iteration 132Q: 66 clusters Score -1.344884e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44547 members 
Mstep: Class 4 contains 8591 members 
Mstep: Class 5 contains 242894 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 22768 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40816 members 
Mstep: Class 12 contains 10093 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 35543 members 
Mstep: Class 15 contains 134202 members 
Mstep: Class 16 contains 69310 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37783 members 
Mstep: Class 21 contains 50730 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6161 members 
Mstep: Class 30 contains 10269 members 
Mstep: Class 31 contains 26990 members 
Mstep: Class 32 contains 5029 members 
Mstep: Class 33 contains 17134 members 
Mstep: Class 34 contains 41669 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26933 members 
Mstep: Class 37 contains 11523 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 7368 members 
Mstep: Class 40 contains 8170 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10510 members 
Mstep: Class 43 contains 10715 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 20458 members 
Mstep: Class 46 contains 12229 members 
Mstep: Class 47 contains 5102 members 
Mstep: Class 48 contains 4319 members 
Mstep: Class 49 contains 5257 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1656 members 
Mstep: Class 52 contains 3689 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10625 members 
Mstep: Class 55 contains 3057 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3367 members 
Mstep: Class 58 contains 3795 members 
Mstep: Class 59 contains 7866 members 
Mstep: Class 60 contains 1777 members 
Mstep: Class 61 contains 3331 members 
Mstep: Class 62 contains 7505 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1028 members 
Mstep: Class 65 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488432.000000 Penalty: 224434.515625
Iteration 133Q: 66 clusters Score -1.344884e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44479 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242858 members 
Mstep: Class 6 contains 20861 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 22774 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40833 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 35544 members 
Mstep: Class 15 contains 134195 members 
Mstep: Class 16 contains 69290 members 
Mstep: Class 17 contains 14346 members 
Mstep: Class 18 contains 16572 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 50784 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 10261 members 
Mstep: Class 31 contains 27089 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 17130 members 
Mstep: Class 34 contains 41674 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26916 members 
Mstep: Class 37 contains 11530 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 7374 members 
Mstep: Class 40 contains 8194 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10499 members 
Mstep: Class 43 contains 10735 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 20182 members 
Mstep: Class 46 contains 12236 members 
Mstep: Class 47 contains 5092 members 
Mstep: Class 48 contains 4392 members 
Mstep: Class 49 contains 5256 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1659 members 
Mstep: Class 52 contains 3688 members 
Mstep: Class 53 contains 5348 members 
Mstep: Class 54 contains 10621 members 
Mstep: Class 55 contains 3049 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3390 members 
Mstep: Class 58 contains 3799 members 
Mstep: Class 59 contains 7875 members 
Mstep: Class 60 contains 1782 members 
Mstep: Class 61 contains 3363 members 
Mstep: Class 62 contains 7500 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1032 members 
Mstep: Class 65 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488912.000000 Penalty: 224434.515625
Iteration 134Q: 66 clusters Score -1.344889e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44425 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242830 members 
Mstep: Class 6 contains 20865 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 22760 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40849 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 35545 members 
Mstep: Class 15 contains 134191 members 
Mstep: Class 16 contains 69269 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 16564 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 37754 members 
Mstep: Class 21 contains 50832 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6170 members 
Mstep: Class 30 contains 10257 members 
Mstep: Class 31 contains 27206 members 
Mstep: Class 32 contains 5091 members 
Mstep: Class 33 contains 17120 members 
Mstep: Class 34 contains 41678 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26898 members 
Mstep: Class 37 contains 11535 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8214 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10493 members 
Mstep: Class 43 contains 10748 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 19928 members 
Mstep: Class 46 contains 12236 members 
Mstep: Class 47 contains 5089 members 
Mstep: Class 48 contains 4471 members 
Mstep: Class 49 contains 5256 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1659 members 
Mstep: Class 52 contains 3688 members 
Mstep: Class 53 contains 5348 members 
Mstep: Class 54 contains 10619 members 
Mstep: Class 55 contains 3043 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3409 members 
Mstep: Class 58 contains 3801 members 
Mstep: Class 59 contains 7887 members 
Mstep: Class 60 contains 1783 members 
Mstep: Class 61 contains 3382 members 
Mstep: Class 62 contains 7498 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1033 members 
Mstep: Class 65 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488432.000000 Penalty: 224434.515625
Iteration 135Q: 66 clusters Score -1.344884e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44379 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242805 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 22748 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40864 members 
Mstep: Class 12 contains 10169 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 35547 members 
Mstep: Class 15 contains 134173 members 
Mstep: Class 16 contains 69251 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37747 members 
Mstep: Class 21 contains 50889 members 
Mstep: Class 22 contains 5504 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6178 members 
Mstep: Class 30 contains 10253 members 
Mstep: Class 31 contains 27317 members 
Mstep: Class 32 contains 5105 members 
Mstep: Class 33 contains 17111 members 
Mstep: Class 34 contains 41673 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26886 members 
Mstep: Class 37 contains 11555 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 7386 members 
Mstep: Class 40 contains 8227 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10487 members 
Mstep: Class 43 contains 10766 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 19665 members 
Mstep: Class 46 contains 12237 members 
Mstep: Class 47 contains 5085 members 
Mstep: Class 48 contains 4547 members 
Mstep: Class 49 contains 5253 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1660 members 
Mstep: Class 52 contains 3688 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10615 members 
Mstep: Class 55 contains 3037 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 3803 members 
Mstep: Class 59 contains 7893 members 
Mstep: Class 60 contains 1788 members 
Mstep: Class 61 contains 3399 members 
Mstep: Class 62 contains 7494 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1036 members 
Mstep: Class 65 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488624.000000 Penalty: 224434.515625
Iteration 136Q: 66 clusters Score -1.344886e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44332 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242789 members 
Mstep: Class 6 contains 20884 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 22736 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40871 members 
Mstep: Class 12 contains 10189 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 35544 members 
Mstep: Class 15 contains 134177 members 
Mstep: Class 16 contains 69228 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 37742 members 
Mstep: Class 21 contains 50940 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1496 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 10239 members 
Mstep: Class 31 contains 27444 members 
Mstep: Class 32 contains 5129 members 
Mstep: Class 33 contains 17111 members 
Mstep: Class 34 contains 41671 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26870 members 
Mstep: Class 37 contains 11574 members 
Mstep: Class 38 contains 1331 members 
Mstep: Class 39 contains 7386 members 
Mstep: Class 40 contains 8239 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10480 members 
Mstep: Class 43 contains 10782 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 19401 members 
Mstep: Class 46 contains 12239 members 
Mstep: Class 47 contains 5082 members 
Mstep: Class 48 contains 4625 members 
Mstep: Class 49 contains 5252 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1658 members 
Mstep: Class 52 contains 3687 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10612 members 
Mstep: Class 55 contains 3030 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3445 members 
Mstep: Class 58 contains 3801 members 
Mstep: Class 59 contains 7898 members 
Mstep: Class 60 contains 1789 members 
Mstep: Class 61 contains 3413 members 
Mstep: Class 62 contains 7491 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1039 members 
Mstep: Class 65 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488560.000000 Penalty: 224434.515625
Iteration 137Q: 66 clusters Score -1.344886e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44280 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242760 members 
Mstep: Class 6 contains 20901 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 22721 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40885 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 35544 members 
Mstep: Class 15 contains 134180 members 
Mstep: Class 16 contains 69216 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 16545 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37736 members 
Mstep: Class 21 contains 50983 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1496 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 10232 members 
Mstep: Class 31 contains 27562 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 17111 members 
Mstep: Class 34 contains 41672 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26860 members 
Mstep: Class 37 contains 11590 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8246 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10473 members 
Mstep: Class 43 contains 10792 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 19150 members 
Mstep: Class 46 contains 12242 members 
Mstep: Class 47 contains 5080 members 
Mstep: Class 48 contains 4692 members 
Mstep: Class 49 contains 5252 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1655 members 
Mstep: Class 52 contains 3685 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10611 members 
Mstep: Class 55 contains 3024 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3465 members 
Mstep: Class 58 contains 3801 members 
Mstep: Class 59 contains 7909 members 
Mstep: Class 60 contains 1790 members 
Mstep: Class 61 contains 3420 members 
Mstep: Class 62 contains 7490 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1044 members 
Mstep: Class 65 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489024.000000 Penalty: 224434.515625
Iteration 138Q: 66 clusters Score -1.34489e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44232 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242731 members 
Mstep: Class 6 contains 20908 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 22704 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40900 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 35546 members 
Mstep: Class 15 contains 134175 members 
Mstep: Class 16 contains 69209 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37725 members 
Mstep: Class 21 contains 51021 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 10223 members 
Mstep: Class 31 contains 27707 members 
Mstep: Class 32 contains 5165 members 
Mstep: Class 33 contains 17122 members 
Mstep: Class 34 contains 41672 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26851 members 
Mstep: Class 37 contains 11609 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 7388 members 
Mstep: Class 40 contains 8249 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10468 members 
Mstep: Class 43 contains 10804 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 18905 members 
Mstep: Class 46 contains 12243 members 
Mstep: Class 47 contains 5078 members 
Mstep: Class 48 contains 4748 members 
Mstep: Class 49 contains 5253 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1654 members 
Mstep: Class 52 contains 3685 members 
Mstep: Class 53 contains 5348 members 
Mstep: Class 54 contains 10614 members 
Mstep: Class 55 contains 3020 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3496 members 
Mstep: Class 58 contains 3803 members 
Mstep: Class 59 contains 7915 members 
Mstep: Class 60 contains 1790 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 7489 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1047 members 
Mstep: Class 65 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134488784.000000 Penalty: 224434.515625
Iteration 139Q: 66 clusters Score -1.344888e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44191 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242707 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 22673 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40910 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 35553 members 
Mstep: Class 15 contains 134177 members 
Mstep: Class 16 contains 69202 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37713 members 
Mstep: Class 21 contains 51062 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6182 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 27824 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 17115 members 
Mstep: Class 34 contains 41674 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26842 members 
Mstep: Class 37 contains 11638 members 
Mstep: Class 38 contains 1313 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8251 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10456 members 
Mstep: Class 43 contains 10811 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 18691 members 
Mstep: Class 46 contains 12243 members 
Mstep: Class 47 contains 5077 members 
Mstep: Class 48 contains 4808 members 
Mstep: Class 49 contains 5251 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1651 members 
Mstep: Class 52 contains 3683 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10622 members 
Mstep: Class 55 contains 3021 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3518 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 7925 members 
Mstep: Class 60 contains 1791 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 7488 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 64 contains 1052 members 
Mstep: Class 65 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489280.000000 Penalty: 224434.515625
Iteration 140F: 66 clusters Score -1.344893e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44152 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242686 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 22639 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40914 members 
Mstep: Class 12 contains 10216 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 35558 members 
Mstep: Class 15 contains 134174 members 
Mstep: Class 16 contains 69196 members 
Mstep: Class 17 contains 14281 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37698 members 
Mstep: Class 21 contains 51075 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1497 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 27940 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 17118 members 
Mstep: Class 34 contains 41673 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26836 members 
Mstep: Class 37 contains 11670 members 
Mstep: Class 38 contains 1303 members 
Mstep: Class 39 contains 7380 members 
Mstep: Class 40 contains 8254 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10451 members 
Mstep: Class 43 contains 10822 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 18486 members 
Mstep: Class 46 contains 12243 members 
Mstep: Class 47 contains 5075 members 
Mstep: Class 48 contains 4878 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 1651 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10624 members 
Mstep: Class 55 contains 2933 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3544 members 
Mstep: Class 58 contains 3809 members 
Mstep: Class 59 contains 7936 members 
Mstep: Class 60 contains 1939 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 7488 members 
Mstep: Class 63 contains 343 members 
Mstep: Class 64 contains 1054 members 
Mstep: Class 65 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134489696.000000 Penalty: 224434.515625
Iteration 141Q: 66 clusters Score -1.344897e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44109 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242676 members 
Mstep: Class 6 contains 20921 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 22602 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40915 members 
Mstep: Class 12 contains 10215 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 35561 members 
Mstep: Class 15 contains 134177 members 
Mstep: Class 16 contains 69191 members 
Mstep: Class 17 contains 14220 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 37686 members 
Mstep: Class 21 contains 51087 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 5711 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 10213 members 
Mstep: Class 31 contains 28055 members 
Mstep: Class 32 contains 5227 members 
Mstep: Class 33 contains 17133 members 
Mstep: Class 34 contains 41673 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26829 members 
Mstep: Class 37 contains 11688 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 7378 members 
Mstep: Class 40 contains 8263 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10439 members 
Mstep: Class 43 contains 10826 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 12245 members 
Mstep: Class 47 contains 5074 members 
Mstep: Class 48 contains 4940 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 484 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10622 members 
Mstep: Class 55 contains 2856 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 3577 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 7951 members 
Mstep: Class 60 contains 2051 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7490 members 
Mstep: Class 63 contains 346 members 
Mstep: Class 64 contains 1062 members 
Mstep: Class 65 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490480.000000 Penalty: 224434.515625
Iteration 142Q: 66 clusters Score -1.344905e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44064 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242662 members 
Mstep: Class 6 contains 20926 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 22564 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 10219 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134171 members 
Mstep: Class 16 contains 69179 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37675 members 
Mstep: Class 21 contains 51108 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 5711 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 10207 members 
Mstep: Class 31 contains 28176 members 
Mstep: Class 32 contains 5263 members 
Mstep: Class 33 contains 17152 members 
Mstep: Class 34 contains 41674 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26820 members 
Mstep: Class 37 contains 11687 members 
Mstep: Class 38 contains 1287 members 
Mstep: Class 39 contains 7379 members 
Mstep: Class 40 contains 8273 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 10435 members 
Mstep: Class 43 contains 10833 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 18046 members 
Mstep: Class 46 contains 12249 members 
Mstep: Class 47 contains 5073 members 
Mstep: Class 48 contains 5002 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 485 members 
Mstep: Class 51 contains 1645 members 
Mstep: Class 52 contains 3681 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10618 members 
Mstep: Class 55 contains 2794 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3620 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 7969 members 
Mstep: Class 60 contains 2137 members 
Mstep: Class 61 contains 3456 members 
Mstep: Class 62 contains 7491 members 
Mstep: Class 63 contains 347 members 
Mstep: Class 64 contains 1068 members 
Mstep: Class 65 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134490896.000000 Penalty: 224434.515625
Iteration 143Q: 66 clusters Score -1.344909e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 44015 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 242649 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 22519 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40941 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 35565 members 
Mstep: Class 15 contains 134156 members 
Mstep: Class 16 contains 69166 members 
Mstep: Class 17 contains 14110 members 
Mstep: Class 18 contains 16509 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 37666 members 
Mstep: Class 21 contains 51129 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 5711 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6193 members 
Mstep: Class 30 contains 10203 members 
Mstep: Class 31 contains 28307 members 
Mstep: Class 32 contains 5308 members 
Mstep: Class 33 contains 17150 members 
Mstep: Class 34 contains 41677 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26810 members 
Mstep: Class 37 contains 11698 members 
Mstep: Class 38 contains 1282 members 
Mstep: Class 39 contains 7379 members 
Mstep: Class 40 contains 8282 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10423 members 
Mstep: Class 43 contains 10850 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 17834 members 
Mstep: Class 46 contains 12253 members 
Mstep: Class 47 contains 5072 members 
Mstep: Class 48 contains 5071 members 
Mstep: Class 49 contains 5244 members 
Mstep: Class 50 contains 488 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 3681 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10615 members 
Mstep: Class 55 contains 2742 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 7995 members 
Mstep: Class 60 contains 2201 members 
Mstep: Class 61 contains 3459 members 
Mstep: Class 62 contains 7490 members 
Mstep: Class 63 contains 343 members 
Mstep: Class 64 contains 1073 members 
Mstep: Class 65 contains 3225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491136.000000 Penalty: 224434.515625
Iteration 144Q: 66 clusters Score -1.344911e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43973 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 242634 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3739 members 
Mstep: Class 9 contains 22464 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40953 members 
Mstep: Class 12 contains 10224 members 
Mstep: Class 13 contains 5192 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 134159 members 
Mstep: Class 16 contains 69159 members 
Mstep: Class 17 contains 14076 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37653 members 
Mstep: Class 21 contains 51145 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1497 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 10206 members 
Mstep: Class 31 contains 28405 members 
Mstep: Class 32 contains 5342 members 
Mstep: Class 33 contains 17149 members 
Mstep: Class 34 contains 41678 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26796 members 
Mstep: Class 37 contains 11716 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 7379 members 
Mstep: Class 40 contains 8290 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10419 members 
Mstep: Class 43 contains 10861 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 17640 members 
Mstep: Class 46 contains 12254 members 
Mstep: Class 47 contains 5072 members 
Mstep: Class 48 contains 5132 members 
Mstep: Class 49 contains 5245 members 
Mstep: Class 50 contains 491 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10613 members 
Mstep: Class 55 contains 2706 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 3672 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8037 members 
Mstep: Class 60 contains 2250 members 
Mstep: Class 61 contains 3463 members 
Mstep: Class 62 contains 7489 members 
Mstep: Class 63 contains 340 members 
Mstep: Class 64 contains 1079 members 
Mstep: Class 65 contains 3225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491312.000000 Penalty: 224434.515625
Iteration 145Q: 66 clusters Score -1.344913e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43936 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 242620 members 
Mstep: Class 6 contains 20937 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 22399 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40954 members 
Mstep: Class 12 contains 10237 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 35578 members 
Mstep: Class 15 contains 134166 members 
Mstep: Class 16 contains 69156 members 
Mstep: Class 17 contains 14052 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 37641 members 
Mstep: Class 21 contains 51169 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1497 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6200 members 
Mstep: Class 30 contains 10206 members 
Mstep: Class 31 contains 28475 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 33 contains 17157 members 
Mstep: Class 34 contains 41680 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26778 members 
Mstep: Class 37 contains 11714 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8300 members 
Mstep: Class 41 contains 2668 members 
Mstep: Class 42 contains 10417 members 
Mstep: Class 43 contains 10869 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 17461 members 
Mstep: Class 46 contains 12258 members 
Mstep: Class 47 contains 5072 members 
Mstep: Class 48 contains 5186 members 
Mstep: Class 49 contains 5245 members 
Mstep: Class 50 contains 492 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 3680 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10619 members 
Mstep: Class 55 contains 2677 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3694 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8090 members 
Mstep: Class 60 contains 2298 members 
Mstep: Class 61 contains 3464 members 
Mstep: Class 62 contains 7486 members 
Mstep: Class 63 contains 337 members 
Mstep: Class 64 contains 1084 members 
Mstep: Class 65 contains 3225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491536.000000 Penalty: 224434.515625
Iteration 146Q: 66 clusters Score -1.344915e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43923 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242601 members 
Mstep: Class 6 contains 20945 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 22321 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40952 members 
Mstep: Class 12 contains 10244 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 134174 members 
Mstep: Class 16 contains 69155 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 37624 members 
Mstep: Class 21 contains 51203 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6202 members 
Mstep: Class 30 contains 10200 members 
Mstep: Class 31 contains 28534 members 
Mstep: Class 32 contains 5413 members 
Mstep: Class 33 contains 17166 members 
Mstep: Class 34 contains 41685 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26769 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 7390 members 
Mstep: Class 40 contains 8310 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 10413 members 
Mstep: Class 43 contains 10874 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 17286 members 
Mstep: Class 46 contains 12266 members 
Mstep: Class 47 contains 5071 members 
Mstep: Class 48 contains 5227 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 492 members 
Mstep: Class 51 contains 1640 members 
Mstep: Class 52 contains 3680 members 
Mstep: Class 53 contains 5349 members 
Mstep: Class 54 contains 10616 members 
Mstep: Class 55 contains 2643 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3718 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 8146 members 
Mstep: Class 60 contains 2339 members 
Mstep: Class 61 contains 3463 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1090 members 
Mstep: Class 65 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491984.000000 Penalty: 224434.515625
Iteration 147Q: 66 clusters Score -1.34492e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43898 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242596 members 
Mstep: Class 6 contains 20956 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 22250 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 10254 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 134165 members 
Mstep: Class 16 contains 69150 members 
Mstep: Class 17 contains 13986 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 37608 members 
Mstep: Class 21 contains 51220 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6203 members 
Mstep: Class 30 contains 10202 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 5445 members 
Mstep: Class 33 contains 17173 members 
Mstep: Class 34 contains 41688 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26753 members 
Mstep: Class 37 contains 11735 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 7391 members 
Mstep: Class 40 contains 8320 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 10411 members 
Mstep: Class 43 contains 10884 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 17121 members 
Mstep: Class 46 contains 12267 members 
Mstep: Class 47 contains 5069 members 
Mstep: Class 48 contains 5284 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 492 members 
Mstep: Class 51 contains 1639 members 
Mstep: Class 52 contains 3681 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10616 members 
Mstep: Class 55 contains 2625 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3744 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 8213 members 
Mstep: Class 60 contains 2390 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1092 members 
Mstep: Class 65 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134491920.000000 Penalty: 224434.515625
Iteration 148Q: 66 clusters Score -1.344919e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43862 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242590 members 
Mstep: Class 6 contains 20958 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 22161 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40956 members 
Mstep: Class 12 contains 10271 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 35579 members 
Mstep: Class 15 contains 134187 members 
Mstep: Class 16 contains 69144 members 
Mstep: Class 17 contains 13950 members 
Mstep: Class 18 contains 16501 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 37599 members 
Mstep: Class 21 contains 51230 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6207 members 
Mstep: Class 30 contains 10203 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 5476 members 
Mstep: Class 33 contains 17188 members 
Mstep: Class 34 contains 41693 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26733 members 
Mstep: Class 37 contains 11746 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 7391 members 
Mstep: Class 40 contains 8328 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 10412 members 
Mstep: Class 43 contains 10893 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 16957 members 
Mstep: Class 46 contains 12267 members 
Mstep: Class 47 contains 5068 members 
Mstep: Class 48 contains 5329 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 492 members 
Mstep: Class 51 contains 1638 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10609 members 
Mstep: Class 55 contains 2609 members 
Mstep: Class 56 contains 1094 members 
Mstep: Class 57 contains 3768 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 8290 members 
Mstep: Class 60 contains 2446 members 
Mstep: Class 61 contains 3446 members 
Mstep: Class 62 contains 7485 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1093 members 
Mstep: Class 65 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492176.000000 Penalty: 224434.515625
Iteration 149Q: 66 clusters Score -1.344922e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43828 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242586 members 
Mstep: Class 6 contains 20961 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 22065 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40960 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 35576 members 
Mstep: Class 15 contains 134196 members 
Mstep: Class 16 contains 69140 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 37587 members 
Mstep: Class 21 contains 51249 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6210 members 
Mstep: Class 30 contains 10194 members 
Mstep: Class 31 contains 28717 members 
Mstep: Class 32 contains 5498 members 
Mstep: Class 33 contains 17204 members 
Mstep: Class 34 contains 41695 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26699 members 
Mstep: Class 37 contains 11758 members 
Mstep: Class 38 contains 1268 members 
Mstep: Class 39 contains 7391 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10412 members 
Mstep: Class 43 contains 10906 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 16825 members 
Mstep: Class 46 contains 12267 members 
Mstep: Class 47 contains 5067 members 
Mstep: Class 48 contains 5369 members 
Mstep: Class 49 contains 5242 members 
Mstep: Class 50 contains 492 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10606 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 1091 members 
Mstep: Class 57 contains 3792 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8371 members 
Mstep: Class 60 contains 2497 members 
Mstep: Class 61 contains 3444 members 
Mstep: Class 62 contains 7482 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1098 members 
Mstep: Class 65 contains 3237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492336.000000 Penalty: 224434.515625
Iteration 150Q: 66 clusters Score -1.344923e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43796 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242580 members 
Mstep: Class 6 contains 20963 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 21979 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40976 members 
Mstep: Class 12 contains 10324 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 35580 members 
Mstep: Class 15 contains 134201 members 
Mstep: Class 16 contains 69137 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 37573 members 
Mstep: Class 21 contains 51268 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1497 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6212 members 
Mstep: Class 30 contains 10192 members 
Mstep: Class 31 contains 28784 members 
Mstep: Class 32 contains 5515 members 
Mstep: Class 33 contains 17220 members 
Mstep: Class 34 contains 41697 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26681 members 
Mstep: Class 37 contains 11773 members 
Mstep: Class 38 contains 1265 members 
Mstep: Class 39 contains 7387 members 
Mstep: Class 40 contains 8348 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10411 members 
Mstep: Class 43 contains 10924 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 16660 members 
Mstep: Class 46 contains 12267 members 
Mstep: Class 47 contains 5065 members 
Mstep: Class 48 contains 5399 members 
Mstep: Class 49 contains 5244 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 5350 members 
Mstep: Class 54 contains 10606 members 
Mstep: Class 55 contains 2582 members 
Mstep: Class 56 contains 1089 members 
Mstep: Class 57 contains 3812 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 8442 members 
Mstep: Class 60 contains 2568 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1103 members 
Mstep: Class 65 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492304.000000 Penalty: 224434.515625
Iteration 151Q: 66 clusters Score -1.344923e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43771 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242568 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 21889 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40977 members 
Mstep: Class 12 contains 10355 members 
Mstep: Class 13 contains 5243 members 
Mstep: Class 14 contains 35579 members 
Mstep: Class 15 contains 134213 members 
Mstep: Class 16 contains 69132 members 
Mstep: Class 17 contains 13787 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 37563 members 
Mstep: Class 21 contains 51282 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10188 members 
Mstep: Class 31 contains 28829 members 
Mstep: Class 32 contains 5543 members 
Mstep: Class 33 contains 17229 members 
Mstep: Class 34 contains 41702 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26658 members 
Mstep: Class 37 contains 11794 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8354 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10408 members 
Mstep: Class 43 contains 10947 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 16508 members 
Mstep: Class 46 contains 12267 members 
Mstep: Class 47 contains 5065 members 
Mstep: Class 48 contains 5423 members 
Mstep: Class 49 contains 5244 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 3680 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10606 members 
Mstep: Class 55 contains 2574 members 
Mstep: Class 56 contains 1090 members 
Mstep: Class 57 contains 3832 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 8513 members 
Mstep: Class 60 contains 2644 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1107 members 
Mstep: Class 65 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492560.000000 Penalty: 224434.515625
Iteration 152Q: 66 clusters Score -1.344926e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43745 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242560 members 
Mstep: Class 6 contains 20979 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 21790 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40970 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 35577 members 
Mstep: Class 15 contains 134223 members 
Mstep: Class 16 contains 69127 members 
Mstep: Class 17 contains 13725 members 
Mstep: Class 18 contains 16458 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 37548 members 
Mstep: Class 21 contains 51298 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6212 members 
Mstep: Class 30 contains 10184 members 
Mstep: Class 31 contains 28871 members 
Mstep: Class 32 contains 5564 members 
Mstep: Class 33 contains 17237 members 
Mstep: Class 34 contains 41713 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26641 members 
Mstep: Class 37 contains 11806 members 
Mstep: Class 38 contains 1261 members 
Mstep: Class 39 contains 7390 members 
Mstep: Class 40 contains 8366 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10407 members 
Mstep: Class 43 contains 10961 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 16376 members 
Mstep: Class 46 contains 12268 members 
Mstep: Class 47 contains 5065 members 
Mstep: Class 48 contains 5441 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1625 members 
Mstep: Class 52 contains 3680 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10608 members 
Mstep: Class 55 contains 2573 members 
Mstep: Class 56 contains 1089 members 
Mstep: Class 57 contains 3853 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 8598 members 
Mstep: Class 60 contains 2725 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1112 members 
Mstep: Class 65 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134492848.000000 Penalty: 224434.515625
Iteration 153Q: 66 clusters Score -1.344928e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 43717 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242554 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 21707 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40952 members 
Mstep: Class 12 contains 10404 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 134226 members 
Mstep: Class 16 contains 69119 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 16457 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 37537 members 
Mstep: Class 21 contains 51322 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6214 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 28914 members 
Mstep: Class 32 contains 5587 members 
Mstep: Class 33 contains 17253 members 
Mstep: Class 34 contains 41719 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26629 members 
Mstep: Class 37 contains 11815 members 
Mstep: Class 38 contains 1259 members 
Mstep: Class 39 contains 7390 members 
Mstep: Class 40 contains 8370 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10410 members 
Mstep: Class 43 contains 10971 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 16235 members 
Mstep: Class 46 contains 12272 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 5452 members 
Mstep: Class 49 contains 5248 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1620 members 
Mstep: Class 52 contains 3683 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10612 members 
Mstep: Class 55 contains 2572 members 
Mstep: Class 56 contains 1092 members 
Mstep: Class 57 contains 3876 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 8669 members 
Mstep: Class 60 contains 2805 members 
Mstep: Class 61 contains 3431 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1119 members 
Mstep: Class 65 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493376.000000 Penalty: 224434.515625
Iteration 154Q: 66 clusters Score -1.344934e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43676 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242555 members 
Mstep: Class 6 contains 20997 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 21641 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 10426 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134222 members 
Mstep: Class 16 contains 69111 members 
Mstep: Class 17 contains 13596 members 
Mstep: Class 18 contains 16455 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 37520 members 
Mstep: Class 21 contains 51340 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6219 members 
Mstep: Class 30 contains 10168 members 
Mstep: Class 31 contains 28953 members 
Mstep: Class 32 contains 5612 members 
Mstep: Class 33 contains 17261 members 
Mstep: Class 34 contains 41722 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26616 members 
Mstep: Class 37 contains 11832 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 7388 members 
Mstep: Class 40 contains 8371 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10403 members 
Mstep: Class 43 contains 10988 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 16117 members 
Mstep: Class 46 contains 12276 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 5469 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1620 members 
Mstep: Class 52 contains 3684 members 
Mstep: Class 53 contains 5345 members 
Mstep: Class 54 contains 10613 members 
Mstep: Class 55 contains 2570 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 3895 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8734 members 
Mstep: Class 60 contains 2876 members 
Mstep: Class 61 contains 3435 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1122 members 
Mstep: Class 65 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493392.000000 Penalty: 224434.515625
Iteration 155Q: 66 clusters Score -1.344934e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43652 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242549 members 
Mstep: Class 6 contains 21000 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 21589 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40952 members 
Mstep: Class 12 contains 10458 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 35587 members 
Mstep: Class 15 contains 134223 members 
Mstep: Class 16 contains 69107 members 
Mstep: Class 17 contains 13548 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 37507 members 
Mstep: Class 21 contains 51351 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5697 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6222 members 
Mstep: Class 30 contains 10171 members 
Mstep: Class 31 contains 28986 members 
Mstep: Class 32 contains 5631 members 
Mstep: Class 33 contains 17264 members 
Mstep: Class 34 contains 41728 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26597 members 
Mstep: Class 37 contains 11848 members 
Mstep: Class 38 contains 1252 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8379 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10397 members 
Mstep: Class 43 contains 10999 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 16008 members 
Mstep: Class 46 contains 12279 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 5480 members 
Mstep: Class 49 contains 5248 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1619 members 
Mstep: Class 52 contains 3683 members 
Mstep: Class 53 contains 5347 members 
Mstep: Class 54 contains 10608 members 
Mstep: Class 55 contains 2568 members 
Mstep: Class 56 contains 1095 members 
Mstep: Class 57 contains 3913 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8790 members 
Mstep: Class 60 contains 2927 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1127 members 
Mstep: Class 65 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493680.000000 Penalty: 224434.515625
Iteration 156Q: 66 clusters Score -1.344937e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43624 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242549 members 
Mstep: Class 6 contains 21003 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 35584 members 
Mstep: Class 15 contains 134224 members 
Mstep: Class 16 contains 69099 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 37495 members 
Mstep: Class 21 contains 51363 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5699 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 6223 members 
Mstep: Class 30 contains 10169 members 
Mstep: Class 31 contains 29032 members 
Mstep: Class 32 contains 5647 members 
Mstep: Class 33 contains 17262 members 
Mstep: Class 34 contains 41737 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26588 members 
Mstep: Class 37 contains 11860 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8385 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10393 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15912 members 
Mstep: Class 46 contains 12283 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 5486 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1612 members 
Mstep: Class 52 contains 3681 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10608 members 
Mstep: Class 55 contains 2567 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 3934 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8834 members 
Mstep: Class 60 contains 2970 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 7482 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1134 members 
Mstep: Class 65 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493408.000000 Penalty: 224434.515625
Iteration 157Q: 66 clusters Score -1.344934e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43601 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242541 members 
Mstep: Class 6 contains 21008 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 21498 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40964 members 
Mstep: Class 12 contains 10498 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 35582 members 
Mstep: Class 15 contains 134221 members 
Mstep: Class 16 contains 69088 members 
Mstep: Class 17 contains 13481 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 37483 members 
Mstep: Class 21 contains 51379 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6215 members 
Mstep: Class 30 contains 10164 members 
Mstep: Class 31 contains 29056 members 
Mstep: Class 32 contains 5663 members 
Mstep: Class 33 contains 17279 members 
Mstep: Class 34 contains 41744 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26581 members 
Mstep: Class 37 contains 11857 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8392 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10391 members 
Mstep: Class 43 contains 11015 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15846 members 
Mstep: Class 46 contains 12284 members 
Mstep: Class 47 contains 5062 members 
Mstep: Class 48 contains 5487 members 
Mstep: Class 49 contains 5249 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1609 members 
Mstep: Class 52 contains 3681 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10605 members 
Mstep: Class 55 contains 2565 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 3953 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8890 members 
Mstep: Class 60 contains 2999 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7483 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1139 members 
Mstep: Class 65 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134493296.000000 Penalty: 224434.515625
Iteration 158Q: 66 clusters Score -1.344933e+08 nChanged 477
Entering ConstructFrom: 
Score: -134493296.000000 Penalty: 224434.515625
Entering ConstructFrom: 
Trying to split cluster 1 (27997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Entering Unmasked Estep 
Score: -3498068.500000 Penalty: 2539.483398
	Iteration 0F: 2 clusters Score -3498068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3478718.000000 Penalty: 5078.966797
	Iteration 0F: 3 clusters Score -3478718 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3485780.250000 Penalty: 5078.966797
	Iteration 1F: 3 clusters Score -3485780 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3486453.000000 Penalty: 5078.966797
	Iteration 2F: 3 clusters Score -3486453 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3487228.750000 Penalty: 5078.966797
	Iteration 3F: 3 clusters Score -3487229 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3488160.000000 Penalty: 5078.966797
	Iteration 4F: 3 clusters Score -3488160 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3489258.250000 Penalty: 5078.966797
	Iteration 5F: 3 clusters Score -3489258 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3490498.500000 Penalty: 5078.966797
	Iteration 6F: 3 clusters Score -3490498 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3491691.500000 Penalty: 5078.966797
	Iteration 7F: 3 clusters Score -3491692 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3492967.750000 Penalty: 5078.966797
	Iteration 8F: 3 clusters Score -3492968 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3493997.750000 Penalty: 5078.966797
	Iteration 9Q: 3 clusters Score -3493998 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3494701.750000 Penalty: 5078.966797
	Iteration 10Q: 3 clusters Score -3494702 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3495080.000000 Penalty: 5078.966797
	Iteration 11Q: 3 clusters Score -3495080 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3495365.750000 Penalty: 5078.966797
	Iteration 12Q: 3 clusters Score -3495366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3495531.250000 Penalty: 5078.966797
	Iteration 13Q: 3 clusters Score -3495531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3495646.750000 Penalty: 5078.966797
	Iteration 14Q: 3 clusters Score -3495647 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3495712.500000 Penalty: 5078.966797
	Iteration 15Q: 3 clusters Score -3495712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3495763.500000 Penalty: 5078.966797
	Iteration 16Q: 3 clusters Score -3495764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3495798.250000 Penalty: 5078.966797
	Iteration 17Q: 3 clusters Score -3495798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3495821.750000 Penalty: 5078.966797
	Iteration 18Q: 3 clusters Score -3495822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3495830.750000 Penalty: 5078.966797
	Iteration 19Q: 3 clusters Score -3495831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3495856.500000 Penalty: 5078.966797
	Iteration 20F: 3 clusters Score -3495856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3495863.000000 Penalty: 5078.966797
	Iteration 21Q: 3 clusters Score -3495863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3495878.750000 Penalty: 5078.966797
	Iteration 22Q: 3 clusters Score -3495879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3495888.500000 Penalty: 5078.966797
	Iteration 23Q: 3 clusters Score -3495888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3495892.750000 Penalty: 5078.966797
	Iteration 24Q: 3 clusters Score -3495893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3495895.000000 Penalty: 5078.966797
	Iteration 25Q: 3 clusters Score -3495895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3495902.000000 Penalty: 5078.966797
	Iteration 26Q: 3 clusters Score -3495902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3495904.500000 Penalty: 5078.966797
	Iteration 27Q: 3 clusters Score -3495904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3495909.500000 Penalty: 5078.966797
	Iteration 28Q: 3 clusters Score -3495910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3495910.500000 Penalty: 5078.966797
	Iteration 29Q: 3 clusters Score -3495910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3495909.000000 Penalty: 5078.966797
	Iteration 30Q: 3 clusters Score -3495909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3495906.750000 Penalty: 5078.966797
	Iteration 31Q: 3 clusters Score -3495907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3495906.750000 Penalty: 5078.966797
	Iteration 32F: 3 clusters Score -3495907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -327788.031250 Penalty: 1961.371216
	Iteration 0F: 2 clusters Score -327788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -324751.187500 Penalty: 3922.742432
	Iteration 0F: 3 clusters Score -324751.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -325366.687500 Penalty: 3922.742432
	Iteration 1F: 3 clusters Score -325366.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -325565.062500 Penalty: 3922.742432
	Iteration 2F: 3 clusters Score -325565.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325709.875000 Penalty: 3922.742432
	Iteration 3F: 3 clusters Score -325709.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -325822.468750 Penalty: 3922.742432
	Iteration 4Q: 3 clusters Score -325822.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -325922.062500 Penalty: 3922.742432
	Iteration 5Q: 3 clusters Score -325922.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -326017.375000 Penalty: 3922.742432
	Iteration 6Q: 3 clusters Score -326017.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326112.093750 Penalty: 3922.742432
	Iteration 7Q: 3 clusters Score -326112.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -326202.312500 Penalty: 3922.742432
	Iteration 8Q: 3 clusters Score -326202.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -326273.031250 Penalty: 3922.742432
	Iteration 9Q: 3 clusters Score -326273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -326335.468750 Penalty: 3922.742432
	Iteration 10Q: 3 clusters Score -326335.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -326381.750000 Penalty: 3922.742432
	Iteration 11Q: 3 clusters Score -326381.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -326422.406250 Penalty: 3922.742432
	Iteration 12Q: 3 clusters Score -326422.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -326452.593750 Penalty: 3922.742432
	Iteration 13Q: 3 clusters Score -326452.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -326492.281250 Penalty: 3922.742432
	Iteration 14Q: 3 clusters Score -326492.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -326515.125000 Penalty: 3922.742432
	Iteration 15Q: 3 clusters Score -326515.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -326530.250000 Penalty: 3922.742432
	Iteration 16Q: 3 clusters Score -326530.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -326539.062500 Penalty: 3922.742432
	Iteration 17Q: 3 clusters Score -326539.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -326550.437500 Penalty: 3922.742432
	Iteration 18Q: 3 clusters Score -326550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -326556.406250 Penalty: 3922.742432
	Iteration 19Q: 3 clusters Score -326556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -326563.281250 Penalty: 3922.742432
	Iteration 20F: 3 clusters Score -326563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -326569.062500 Penalty: 3922.742432
	Iteration 21Q: 3 clusters Score -326569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -326573.406250 Penalty: 3922.742432
	Iteration 22Q: 3 clusters Score -326573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -326576.593750 Penalty: 3922.742432
	Iteration 23Q: 3 clusters Score -326576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -326578.031250 Penalty: 3922.742432
	Iteration 24Q: 3 clusters Score -326578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -326578.250000 Penalty: 3922.742432
	Iteration 25Q: 3 clusters Score -326578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -326578.250000 Penalty: 3922.742432
	Iteration 26F: 3 clusters Score -326578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Entering Unmasked Estep 
Score: -5413466.500000 Penalty: 2649.200928
	Iteration 0F: 2 clusters Score -5413466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5383869.000000 Penalty: 5298.401855
	Iteration 0F: 3 clusters Score -5383869 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5395138.000000 Penalty: 5298.401855
	Iteration 1F: 3 clusters Score -5395138 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5395589.000000 Penalty: 5298.401855
	Iteration 2Q: 3 clusters Score -5395589 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5396025.500000 Penalty: 5298.401855
	Iteration 3Q: 3 clusters Score -5396026 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -5396518.500000 Penalty: 5298.401855
	Iteration 4Q: 3 clusters Score -5396518 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5396962.000000 Penalty: 5298.401855
	Iteration 5Q: 3 clusters Score -5396962 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5397552.000000 Penalty: 5298.401855
	Iteration 6Q: 3 clusters Score -5397552 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5398383.500000 Penalty: 5298.401855
	Iteration 7Q: 3 clusters Score -5398384 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5399534.500000 Penalty: 5298.401855
	Iteration 8Q: 3 clusters Score -5399534 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5401085.000000 Penalty: 5298.401855
	Iteration 9F: 3 clusters Score -5401085 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5402944.000000 Penalty: 5298.401855
	Iteration 10F: 3 clusters Score -5402944 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -5404873.000000 Penalty: 5298.401855
	Iteration 11F: 3 clusters Score -5404873 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5406432.500000 Penalty: 5298.401855
	Iteration 12Q: 3 clusters Score -5406432 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -5407457.500000 Penalty: 5298.401855
	Iteration 13Q: 3 clusters Score -5407458 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5408083.500000 Penalty: 5298.401855
	Iteration 14Q: 3 clusters Score -5408084 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5408547.000000 Penalty: 5298.401855
	Iteration 15Q: 3 clusters Score -5408547 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5408904.000000 Penalty: 5298.401855
	Iteration 16Q: 3 clusters Score -5408904 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5409210.500000 Penalty: 5298.401855
	Iteration 17Q: 3 clusters Score -5409210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5409462.500000 Penalty: 5298.401855
	Iteration 18Q: 3 clusters Score -5409462 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5409683.000000 Penalty: 5298.401855
	Iteration 19Q: 3 clusters Score -5409683 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5409859.000000 Penalty: 5298.401855
	Iteration 20F: 3 clusters Score -5409859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5410037.500000 Penalty: 5298.401855
	Iteration 21Q: 3 clusters Score -5410038 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5410179.500000 Penalty: 5298.401855
	Iteration 22Q: 3 clusters Score -5410180 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5410359.500000 Penalty: 5298.401855
	Iteration 23Q: 3 clusters Score -5410360 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5410505.500000 Penalty: 5298.401855
	Iteration 24Q: 3 clusters Score -5410506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5410617.000000 Penalty: 5298.401855
	Iteration 25Q: 3 clusters Score -5410617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5410706.500000 Penalty: 5298.401855
	Iteration 26Q: 3 clusters Score -5410706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5410772.000000 Penalty: 5298.401855
	Iteration 27Q: 3 clusters Score -5410772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5410818.500000 Penalty: 5298.401855
	Iteration 28Q: 3 clusters Score -5410818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5410852.000000 Penalty: 5298.401855
	Iteration 29Q: 3 clusters Score -5410852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5410877.500000 Penalty: 5298.401855
	Iteration 30Q: 3 clusters Score -5410878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5410924.500000 Penalty: 5298.401855
	Iteration 31Q: 3 clusters Score -5410924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5410942.000000 Penalty: 5298.401855
	Iteration 32Q: 3 clusters Score -5410942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5410970.500000 Penalty: 5298.401855
	Iteration 33Q: 3 clusters Score -5410970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5410996.000000 Penalty: 5298.401855
	Iteration 34Q: 3 clusters Score -5410996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5411017.500000 Penalty: 5298.401855
	Iteration 35Q: 3 clusters Score -5411018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5411030.500000 Penalty: 5298.401855
	Iteration 36Q: 3 clusters Score -5411030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5411035.000000 Penalty: 5298.401855
	Iteration 37Q: 3 clusters Score -5411035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5411050.000000 Penalty: 5298.401855
	Iteration 38Q: 3 clusters Score -5411050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5411070.000000 Penalty: 5298.401855
	Iteration 39Q: 3 clusters Score -5411070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5411077.500000 Penalty: 5298.401855
	Iteration 40F: 3 clusters Score -5411078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5411095.500000 Penalty: 5298.401855
	Iteration 41Q: 3 clusters Score -5411096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5411113.000000 Penalty: 5298.401855
	Iteration 42Q: 3 clusters Score -5411113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5411125.000000 Penalty: 5298.401855
	Iteration 43Q: 3 clusters Score -5411125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5411134.500000 Penalty: 5298.401855
	Iteration 44Q: 3 clusters Score -5411134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5411144.500000 Penalty: 5298.401855
	Iteration 45Q: 3 clusters Score -5411144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5411158.000000 Penalty: 5298.401855
	Iteration 46Q: 3 clusters Score -5411158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5411161.500000 Penalty: 5298.401855
	Iteration 47Q: 3 clusters Score -5411162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5411166.000000 Penalty: 5298.401855
	Iteration 48Q: 3 clusters Score -5411166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5411181.000000 Penalty: 5298.401855
	Iteration 49Q: 3 clusters Score -5411181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5411188.500000 Penalty: 5298.401855
	Iteration 50Q: 3 clusters Score -5411188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5411203.500000 Penalty: 5298.401855
	Iteration 51Q: 3 clusters Score -5411204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5411209.500000 Penalty: 5298.401855
	Iteration 52Q: 3 clusters Score -5411210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5411219.500000 Penalty: 5298.401855
	Iteration 53Q: 3 clusters Score -5411220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5411214.500000 Penalty: 5298.401855
	Iteration 54Q: 3 clusters Score -5411214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5411214.500000 Penalty: 5298.401855
	Iteration 55Q: 3 clusters Score -5411214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5411216.500000 Penalty: 5298.401855
	Iteration 56Q: 3 clusters Score -5411216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5411217.000000 Penalty: 5298.401855
	Iteration 57Q: 3 clusters Score -5411217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5411217.000000 Penalty: 5298.401855
	Iteration 58F: 3 clusters Score -5411217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -1057685.750000 Penalty: 2246.154053
	Iteration 0F: 2 clusters Score -1057686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1050924.875000 Penalty: 4492.308105
	Iteration 0F: 3 clusters Score -1050925 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1052900.000000 Penalty: 4492.308105
	Iteration 1F: 3 clusters Score -1052900 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1053235.375000 Penalty: 4492.308105
	Iteration 2F: 3 clusters Score -1053235 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1053496.250000 Penalty: 4492.308105
	Iteration 3F: 3 clusters Score -1053496 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1053742.250000 Penalty: 4492.308105
	Iteration 4Q: 3 clusters Score -1053742 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1054022.125000 Penalty: 4492.308105
	Iteration 5Q: 3 clusters Score -1054022 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1054316.750000 Penalty: 4492.308105
	Iteration 6Q: 3 clusters Score -1054317 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1054654.375000 Penalty: 4492.308105
	Iteration 7Q: 3 clusters Score -1054654 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1054979.500000 Penalty: 4492.308105
	Iteration 8Q: 3 clusters Score -1054980 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1055304.625000 Penalty: 4492.308105
	Iteration 9Q: 3 clusters Score -1055305 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1055576.750000 Penalty: 4492.308105
	Iteration 10Q: 3 clusters Score -1055577 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1055739.875000 Penalty: 4492.308105
	Iteration 11Q: 3 clusters Score -1055740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1055848.500000 Penalty: 4492.308105
	Iteration 12Q: 3 clusters Score -1055848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1055930.375000 Penalty: 4492.308105
	Iteration 13Q: 3 clusters Score -1055930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1055998.250000 Penalty: 4492.308105
	Iteration 14Q: 3 clusters Score -1055998 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1056045.625000 Penalty: 4492.308105
	Iteration 15Q: 3 clusters Score -1056046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1056096.750000 Penalty: 4492.308105
	Iteration 16Q: 3 clusters Score -1056097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1056150.500000 Penalty: 4492.308105
	Iteration 17Q: 3 clusters Score -1056150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1056194.000000 Penalty: 4492.308105
	Iteration 18Q: 3 clusters Score -1056194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1056231.875000 Penalty: 4492.308105
	Iteration 19Q: 3 clusters Score -1056232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1056265.750000 Penalty: 4492.308105
	Iteration 20F: 3 clusters Score -1056266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1056293.250000 Penalty: 4492.308105
	Iteration 21Q: 3 clusters Score -1056293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1056307.000000 Penalty: 4492.308105
	Iteration 22Q: 3 clusters Score -1056307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1056315.625000 Penalty: 4492.308105
	Iteration 23Q: 3 clusters Score -1056316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1056323.500000 Penalty: 4492.308105
	Iteration 24Q: 3 clusters Score -1056324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1056329.375000 Penalty: 4492.308105
	Iteration 25Q: 3 clusters Score -1056329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1056332.250000 Penalty: 4492.308105
	Iteration 26Q: 3 clusters Score -1056332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1056338.750000 Penalty: 4492.308105
	Iteration 27Q: 3 clusters Score -1056339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1056342.500000 Penalty: 4492.308105
	Iteration 28Q: 3 clusters Score -1056342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1056347.750000 Penalty: 4492.308105
	Iteration 29Q: 3 clusters Score -1056348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1056351.750000 Penalty: 4492.308105
	Iteration 30Q: 3 clusters Score -1056352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1056356.000000 Penalty: 4492.308105
	Iteration 31Q: 3 clusters Score -1056356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1056358.750000 Penalty: 4492.308105
	Iteration 32Q: 3 clusters Score -1056359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1056365.875000 Penalty: 4492.308105
	Iteration 33Q: 3 clusters Score -1056366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1056366.250000 Penalty: 4492.308105
	Iteration 34Q: 3 clusters Score -1056366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1056370.000000 Penalty: 4492.308105
	Iteration 35Q: 3 clusters Score -1056370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1056371.000000 Penalty: 4492.308105
	Iteration 36Q: 3 clusters Score -1056371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1056371.375000 Penalty: 4492.308105
	Iteration 37Q: 3 clusters Score -1056371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1056371.875000 Penalty: 4492.308105
	Iteration 38Q: 3 clusters Score -1056372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1056373.375000 Penalty: 4492.308105
	Iteration 39Q: 3 clusters Score -1056373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1056376.125000 Penalty: 4492.308105
	Iteration 40F: 3 clusters Score -1056376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1056376.625000 Penalty: 4492.308105
	Iteration 41Q: 3 clusters Score -1056377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1056376.750000 Penalty: 4492.308105
	Iteration 42Q: 3 clusters Score -1056377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1056375.875000 Penalty: 4492.308105
	Iteration 43Q: 3 clusters Score -1056376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1056375.875000 Penalty: 4492.308105
	Iteration 44F: 3 clusters Score -1056376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (242538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242538 members 
Entering Unmasked Estep 
Score: -30466298.000000 Penalty: 3074.930420
	Iteration 0F: 2 clusters Score -3.04663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -30323866.000000 Penalty: 6149.860840
	Iteration 0F: 3 clusters Score -3.032387e+07 nChanged 117162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -30392558.000000 Penalty: 6149.860840
	Iteration 1F: 3 clusters Score -3.039256e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -30393540.000000 Penalty: 6149.860840
	Iteration 2Q: 3 clusters Score -3.039354e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -30394542.000000 Penalty: 6149.860840
	Iteration 3Q: 3 clusters Score -3.039454e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 126764 members 
Entering Unmasked Estep 
Score: -30395646.000000 Penalty: 6149.860840
	Iteration 4Q: 3 clusters Score -3.039565e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -30397070.000000 Penalty: 6149.860840
	Iteration 5Q: 3 clusters Score -3.039707e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -30399484.000000 Penalty: 6149.860840
	Iteration 6Q: 3 clusters Score -3.039948e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 140495 members 
Entering Unmasked Estep 
Score: -30403036.000000 Penalty: 6149.860840
	Iteration 7Q: 3 clusters Score -3.040304e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -30408856.000000 Penalty: 6149.860840
	Iteration 8Q: 3 clusters Score -3.040886e+07 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 161814 members 
Entering Unmasked Estep 
Score: -30417698.000000 Penalty: 6149.860840
	Iteration 9F: 3 clusters Score -3.04177e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -30428116.000000 Penalty: 6149.860840
	Iteration 10F: 3 clusters Score -3.042812e+07 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -30437716.000000 Penalty: 6149.860840
	Iteration 11F: 3 clusters Score -3.043772e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 195438 members 
Entering Unmasked Estep 
Score: -30444652.000000 Penalty: 6149.860840
	Iteration 12Q: 3 clusters Score -3.044465e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 200723 members 
Entering Unmasked Estep 
Score: -30448970.000000 Penalty: 6149.860840
	Iteration 13Q: 3 clusters Score -3.044897e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 204363 members 
Entering Unmasked Estep 
Score: -30450880.000000 Penalty: 6149.860840
	Iteration 14Q: 3 clusters Score -3.045088e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 207298 members 
Entering Unmasked Estep 
Score: -30452072.000000 Penalty: 6149.860840
	Iteration 15Q: 3 clusters Score -3.045207e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -30452796.000000 Penalty: 6149.860840
	Iteration 16Q: 3 clusters Score -3.04528e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 212144 members 
Entering Unmasked Estep 
Score: -30453428.000000 Penalty: 6149.860840
	Iteration 17Q: 3 clusters Score -3.045343e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 214303 members 
Entering Unmasked Estep 
Score: -30454000.000000 Penalty: 6149.860840
	Iteration 18Q: 3 clusters Score -3.0454e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -30454738.000000 Penalty: 6149.860840
	Iteration 19Q: 3 clusters Score -3.045474e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 218582 members 
Entering Unmasked Estep 
Score: -30455212.000000 Penalty: 6149.860840
	Iteration 20F: 3 clusters Score -3.045521e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 220578 members 
Entering Unmasked Estep 
Score: -30455700.000000 Penalty: 6149.860840
	Iteration 21Q: 3 clusters Score -3.04557e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 222420 members 
Entering Unmasked Estep 
Score: -30456110.000000 Penalty: 6149.860840
	Iteration 22Q: 3 clusters Score -3.045611e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 224199 members 
Entering Unmasked Estep 
Score: -30456878.000000 Penalty: 6149.860840
	Iteration 23Q: 3 clusters Score -3.045688e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 225907 members 
Entering Unmasked Estep 
Score: -30457566.000000 Penalty: 6149.860840
	Iteration 24Q: 3 clusters Score -3.045757e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 227556 members 
Entering Unmasked Estep 
Score: -30458332.000000 Penalty: 6149.860840
	Iteration 25Q: 3 clusters Score -3.045833e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 229071 members 
Entering Unmasked Estep 
Score: -30458878.000000 Penalty: 6149.860840
	Iteration 26Q: 3 clusters Score -3.045888e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 230526 members 
Entering Unmasked Estep 
Score: -30459636.000000 Penalty: 6149.860840
	Iteration 27Q: 3 clusters Score -3.045964e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 231844 members 
Entering Unmasked Estep 
Score: -30460160.000000 Penalty: 6149.860840
	Iteration 28Q: 3 clusters Score -3.046016e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 232984 members 
Entering Unmasked Estep 
Score: -30460792.000000 Penalty: 6149.860840
	Iteration 29Q: 3 clusters Score -3.046079e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 233979 members 
Entering Unmasked Estep 
Score: -30461330.000000 Penalty: 6149.860840
	Iteration 30Q: 3 clusters Score -3.046133e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 234893 members 
Entering Unmasked Estep 
Score: -30461912.000000 Penalty: 6149.860840
	Iteration 31Q: 3 clusters Score -3.046191e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 235672 members 
Entering Unmasked Estep 
Score: -30462338.000000 Penalty: 6149.860840
	Iteration 32Q: 3 clusters Score -3.046234e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 236327 members 
Entering Unmasked Estep 
Score: -30462716.000000 Penalty: 6149.860840
	Iteration 33Q: 3 clusters Score -3.046272e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 236854 members 
Entering Unmasked Estep 
Score: -30463116.000000 Penalty: 6149.860840
	Iteration 34Q: 3 clusters Score -3.046312e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 237310 members 
Entering Unmasked Estep 
Score: -30463440.000000 Penalty: 6149.860840
	Iteration 35Q: 3 clusters Score -3.046344e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 237724 members 
Entering Unmasked Estep 
Score: -30463718.000000 Penalty: 6149.860840
	Iteration 36Q: 3 clusters Score -3.046372e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 238060 members 
Entering Unmasked Estep 
Score: -30463994.000000 Penalty: 6149.860840
	Iteration 37Q: 3 clusters Score -3.046399e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 238323 members 
Entering Unmasked Estep 
Score: -30464178.000000 Penalty: 6149.860840
	Iteration 38Q: 3 clusters Score -3.046418e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 238561 members 
Entering Unmasked Estep 
Score: -30464438.000000 Penalty: 6149.860840
	Iteration 39Q: 3 clusters Score -3.046444e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 238755 members 
Entering Unmasked Estep 
Score: -30464666.000000 Penalty: 6149.860840
	Iteration 40F: 3 clusters Score -3.046467e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 238886 members 
Entering Unmasked Estep 
Score: -30464902.000000 Penalty: 6149.860840
	Iteration 41Q: 3 clusters Score -3.04649e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 238998 members 
Entering Unmasked Estep 
Score: -30465038.000000 Penalty: 6149.860840
	Iteration 42Q: 3 clusters Score -3.046504e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 239098 members 
Entering Unmasked Estep 
Score: -30465154.000000 Penalty: 6149.860840
	Iteration 43Q: 3 clusters Score -3.046515e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 239157 members 
Entering Unmasked Estep 
Score: -30465254.000000 Penalty: 6149.860840
	Iteration 44Q: 3 clusters Score -3.046525e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 239202 members 
Entering Unmasked Estep 
Score: -30465326.000000 Penalty: 6149.860840
	Iteration 45Q: 3 clusters Score -3.046533e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 239223 members 
Entering Unmasked Estep 
Score: -30465374.000000 Penalty: 6149.860840
	Iteration 46Q: 3 clusters Score -3.046537e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 239246 members 
Entering Unmasked Estep 
Score: -30465402.000000 Penalty: 6149.860840
	Iteration 47Q: 3 clusters Score -3.04654e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 239272 members 
Entering Unmasked Estep 
Score: -30465432.000000 Penalty: 6149.860840
	Iteration 48Q: 3 clusters Score -3.046543e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 239292 members 
Entering Unmasked Estep 
Score: -30465452.000000 Penalty: 6149.860840
	Iteration 49Q: 3 clusters Score -3.046545e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 239320 members 
Entering Unmasked Estep 
Score: -30465476.000000 Penalty: 6149.860840
	Iteration 50Q: 3 clusters Score -3.046548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 239340 members 
Entering Unmasked Estep 
Score: -30465524.000000 Penalty: 6149.860840
	Iteration 51Q: 3 clusters Score -3.046552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 239355 members 
Entering Unmasked Estep 
Score: -30465522.000000 Penalty: 6149.860840
	Iteration 52Q: 3 clusters Score -3.046552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 239364 members 
Entering Unmasked Estep 
Score: -30465490.000000 Penalty: 6149.860840
	Iteration 53Q: 3 clusters Score -3.046549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 239368 members 
Entering Unmasked Estep 
Score: -30465510.000000 Penalty: 6149.860840
	Iteration 54Q: 3 clusters Score -3.046551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 239376 members 
Entering Unmasked Estep 
Score: -30465542.000000 Penalty: 6149.860840
	Iteration 55Q: 3 clusters Score -3.046554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 239382 members 
Entering Unmasked Estep 
Score: -30465542.000000 Penalty: 6149.860840
	Iteration 56Q: 3 clusters Score -3.046554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 239389 members 
Entering Unmasked Estep 
Score: -30465536.000000 Penalty: 6149.860840
	Iteration 57Q: 3 clusters Score -3.046554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 239398 members 
Entering Unmasked Estep 
Score: -30465546.000000 Penalty: 6149.860840
	Iteration 58Q: 3 clusters Score -3.046555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 239409 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 59Q: 3 clusters Score -3.046558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 239416 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 60F: 3 clusters Score -3.046558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 239424 members 
Entering Unmasked Estep 
Score: -30465578.000000 Penalty: 6149.860840
	Iteration 61Q: 3 clusters Score -3.046558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 239429 members 
Entering Unmasked Estep 
Score: -30465594.000000 Penalty: 6149.860840
	Iteration 62Q: 3 clusters Score -3.046559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 239433 members 
Entering Unmasked Estep 
Score: -30465588.000000 Penalty: 6149.860840
	Iteration 63Q: 3 clusters Score -3.046559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 239433 members 
Entering Unmasked Estep 
Score: -30465586.000000 Penalty: 6149.860840
	Iteration 64Q: 3 clusters Score -3.046559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 239434 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 65Q: 3 clusters Score -3.046558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -30465578.000000 Penalty: 6149.860840
	Iteration 66Q: 3 clusters Score -3.046558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 239441 members 
Entering Unmasked Estep 
Score: -30465584.000000 Penalty: 6149.860840
	Iteration 67Q: 3 clusters Score -3.046558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 239445 members 
Entering Unmasked Estep 
Score: -30465592.000000 Penalty: 6149.860840
	Iteration 68Q: 3 clusters Score -3.046559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 239447 members 
Entering Unmasked Estep 
Score: -30465590.000000 Penalty: 6149.860840
	Iteration 69Q: 3 clusters Score -3.046559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 239447 members 
Entering Unmasked Estep 
Score: -30465584.000000 Penalty: 6149.860840
	Iteration 70Q: 3 clusters Score -3.046558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 239450 members 
Entering Unmasked Estep 
Score: -30465588.000000 Penalty: 6149.860840
	Iteration 71Q: 3 clusters Score -3.046559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 239451 members 
Entering Unmasked Estep 
Score: -30465568.000000 Penalty: 6149.860840
	Iteration 72Q: 3 clusters Score -3.046557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 239451 members 
Entering Unmasked Estep 
Score: -30465578.000000 Penalty: 6149.860840
	Iteration 73Q: 3 clusters Score -3.046558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 239456 members 
Entering Unmasked Estep 
Score: -30465578.000000 Penalty: 6149.860840
	Iteration 74Q: 3 clusters Score -3.046558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 239454 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 75Q: 3 clusters Score -3.046558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 239453 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 76Q: 3 clusters Score -3.046558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 239459 members 
Entering Unmasked Estep 
Score: -30465586.000000 Penalty: 6149.860840
	Iteration 77Q: 3 clusters Score -3.046559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 239463 members 
Entering Unmasked Estep 
Score: -30465610.000000 Penalty: 6149.860840
	Iteration 78Q: 3 clusters Score -3.046561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -30465604.000000 Penalty: 6149.860840
	Iteration 79Q: 3 clusters Score -3.04656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -30465610.000000 Penalty: 6149.860840
	Iteration 80F: 3 clusters Score -3.046561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465606.000000 Penalty: 6149.860840
	Iteration 81Q: 3 clusters Score -3.046561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 239468 members 
Entering Unmasked Estep 
Score: -30465604.000000 Penalty: 6149.860840
	Iteration 82Q: 3 clusters Score -3.04656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 239467 members 
Entering Unmasked Estep 
Score: -30465618.000000 Penalty: 6149.860840
	Iteration 83Q: 3 clusters Score -3.046562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 239468 members 
Entering Unmasked Estep 
Score: -30465614.000000 Penalty: 6149.860840
	Iteration 84Q: 3 clusters Score -3.046561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 239467 members 
Entering Unmasked Estep 
Score: -30465596.000000 Penalty: 6149.860840
	Iteration 85Q: 3 clusters Score -3.04656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465598.000000 Penalty: 6149.860840
	Iteration 86Q: 3 clusters Score -3.04656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -30465592.000000 Penalty: 6149.860840
	Iteration 87Q: 3 clusters Score -3.046559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -30465588.000000 Penalty: 6149.860840
	Iteration 88Q: 3 clusters Score -3.046559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465602.000000 Penalty: 6149.860840
	Iteration 89Q: 3 clusters Score -3.04656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465596.000000 Penalty: 6149.860840
	Iteration 90Q: 3 clusters Score -3.04656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465590.000000 Penalty: 6149.860840
	Iteration 91Q: 3 clusters Score -3.046559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -30465600.000000 Penalty: 6149.860840
	Iteration 92Q: 3 clusters Score -3.04656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 239467 members 
Entering Unmasked Estep 
Score: -30465594.000000 Penalty: 6149.860840
	Iteration 93Q: 3 clusters Score -3.046559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 239469 members 
Entering Unmasked Estep 
Score: -30465592.000000 Penalty: 6149.860840
	Iteration 94Q: 3 clusters Score -3.046559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 239471 members 
Entering Unmasked Estep 
Score: -30465584.000000 Penalty: 6149.860840
	Iteration 95Q: 3 clusters Score -3.046558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 239474 members 
Entering Unmasked Estep 
Score: -30465596.000000 Penalty: 6149.860840
	Iteration 96Q: 3 clusters Score -3.04656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 239477 members 
Entering Unmasked Estep 
Score: -30465580.000000 Penalty: 6149.860840
	Iteration 97Q: 3 clusters Score -3.046558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 239479 members 
Entering Unmasked Estep 
Score: -30465590.000000 Penalty: 6149.860840
	Iteration 98Q: 3 clusters Score -3.046559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 239480 members 
Entering Unmasked Estep 
Score: -30465564.000000 Penalty: 6149.860840
	Iteration 99Q: 3 clusters Score -3.046556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 239482 members 
Entering Unmasked Estep 
Score: -30465566.000000 Penalty: 6149.860840
	Iteration 100F: 3 clusters Score -3.046557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 239483 members 
Entering Unmasked Estep 
Score: -30465566.000000 Penalty: 6149.860840
	Iteration 101Q: 3 clusters Score -3.046557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 239482 members 
Entering Unmasked Estep 
Score: -30465556.000000 Penalty: 6149.860840
	Iteration 102Q: 3 clusters Score -3.046556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 239484 members 
Entering Unmasked Estep 
Score: -30465568.000000 Penalty: 6149.860840
	Iteration 103Q: 3 clusters Score -3.046557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 239484 members 
Entering Unmasked Estep 
Score: -30465576.000000 Penalty: 6149.860840
	Iteration 104Q: 3 clusters Score -3.046558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 239489 members 
Entering Unmasked Estep 
Score: -30465572.000000 Penalty: 6149.860840
	Iteration 105Q: 3 clusters Score -3.046557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 239493 members 
Entering Unmasked Estep 
Score: -30465552.000000 Penalty: 6149.860840
	Iteration 106Q: 3 clusters Score -3.046555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 239494 members 
Entering Unmasked Estep 
Score: -30465558.000000 Penalty: 6149.860840
	Iteration 107Q: 3 clusters Score -3.046556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 239494 members 
Entering Unmasked Estep 
Score: -30465562.000000 Penalty: 6149.860840
	Iteration 108Q: 3 clusters Score -3.046556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 239496 members 
Entering Unmasked Estep 
Score: -30465572.000000 Penalty: 6149.860840
	Iteration 109Q: 3 clusters Score -3.046557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 239496 members 
Entering Unmasked Estep 
Score: -30465572.000000 Penalty: 6149.860840
	Iteration 110F: 3 clusters Score -3.046557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Entering Unmasked Estep 
Score: -2591973.250000 Penalty: 2468.271240
	Iteration 0F: 2 clusters Score -2591973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2577295.000000 Penalty: 4936.542480
	Iteration 0F: 3 clusters Score -2577295 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2582418.750000 Penalty: 4936.542480
	Iteration 1F: 3 clusters Score -2582419 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2582990.000000 Penalty: 4936.542480
	Iteration 2F: 3 clusters Score -2582990 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2583603.250000 Penalty: 4936.542480
	Iteration 3F: 3 clusters Score -2583603 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2584204.250000 Penalty: 4936.542480
	Iteration 4F: 3 clusters Score -2584204 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2584843.750000 Penalty: 4936.542480
	Iteration 5F: 3 clusters Score -2584844 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2585589.500000 Penalty: 4936.542480
	Iteration 6F: 3 clusters Score -2585590 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2586299.250000 Penalty: 4936.542480
	Iteration 7F: 3 clusters Score -2586299 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2586988.250000 Penalty: 4936.542480
	Iteration 8Q: 3 clusters Score -2586988 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2587670.250000 Penalty: 4936.542480
	Iteration 9Q: 3 clusters Score -2587670 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2588277.500000 Penalty: 4936.542480
	Iteration 10Q: 3 clusters Score -2588278 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2588736.000000 Penalty: 4936.542480
	Iteration 11Q: 3 clusters Score -2588736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2589064.750000 Penalty: 4936.542480
	Iteration 12Q: 3 clusters Score -2589065 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2589272.250000 Penalty: 4936.542480
	Iteration 13Q: 3 clusters Score -2589272 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2589428.250000 Penalty: 4936.542480
	Iteration 14Q: 3 clusters Score -2589428 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2589550.250000 Penalty: 4936.542480
	Iteration 15Q: 3 clusters Score -2589550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2589611.750000 Penalty: 4936.542480
	Iteration 16Q: 3 clusters Score -2589612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2589663.750000 Penalty: 4936.542480
	Iteration 17Q: 3 clusters Score -2589664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2589712.250000 Penalty: 4936.542480
	Iteration 18Q: 3 clusters Score -2589712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2589739.250000 Penalty: 4936.542480
	Iteration 19Q: 3 clusters Score -2589739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2589791.500000 Penalty: 4936.542480
	Iteration 20F: 3 clusters Score -2589792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2589843.250000 Penalty: 4936.542480
	Iteration 21Q: 3 clusters Score -2589843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2589889.750000 Penalty: 4936.542480
	Iteration 22Q: 3 clusters Score -2589890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2589944.750000 Penalty: 4936.542480
	Iteration 23Q: 3 clusters Score -2589945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2589999.000000 Penalty: 4936.542480
	Iteration 24Q: 3 clusters Score -2589999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2590064.000000 Penalty: 4936.542480
	Iteration 25Q: 3 clusters Score -2590064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2590102.500000 Penalty: 4936.542480
	Iteration 26Q: 3 clusters Score -2590102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2590132.750000 Penalty: 4936.542480
	Iteration 27Q: 3 clusters Score -2590133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2590164.250000 Penalty: 4936.542480
	Iteration 28Q: 3 clusters Score -2590164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2590179.250000 Penalty: 4936.542480
	Iteration 29Q: 3 clusters Score -2590179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2590194.250000 Penalty: 4936.542480
	Iteration 30Q: 3 clusters Score -2590194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2590210.250000 Penalty: 4936.542480
	Iteration 31Q: 3 clusters Score -2590210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2590210.750000 Penalty: 4936.542480
	Iteration 32Q: 3 clusters Score -2590211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2590217.250000 Penalty: 4936.542480
	Iteration 33Q: 3 clusters Score -2590217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2590232.000000 Penalty: 4936.542480
	Iteration 34Q: 3 clusters Score -2590232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590233.250000 Penalty: 4936.542480
	Iteration 35Q: 3 clusters Score -2590233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2590235.750000 Penalty: 4936.542480
	Iteration 36Q: 3 clusters Score -2590236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2590242.750000 Penalty: 4936.542480
	Iteration 37Q: 3 clusters Score -2590243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2590243.750000 Penalty: 4936.542480
	Iteration 38Q: 3 clusters Score -2590244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2590246.250000 Penalty: 4936.542480
	Iteration 39Q: 3 clusters Score -2590246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2590251.000000 Penalty: 4936.542480
	Iteration 40F: 3 clusters Score -2590251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2590262.250000 Penalty: 4936.542480
	Iteration 41Q: 3 clusters Score -2590262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2590260.750000 Penalty: 4936.542480
	Iteration 42Q: 3 clusters Score -2590261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2590265.000000 Penalty: 4936.542480
	Iteration 43Q: 3 clusters Score -2590265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2590267.500000 Penalty: 4936.542480
	Iteration 44Q: 3 clusters Score -2590268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2590275.250000 Penalty: 4936.542480
	Iteration 45Q: 3 clusters Score -2590275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2590281.250000 Penalty: 4936.542480
	Iteration 46Q: 3 clusters Score -2590281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 4936.542480
	Iteration 47Q: 3 clusters Score -2590284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2590284.750000 Penalty: 4936.542480
	Iteration 48Q: 3 clusters Score -2590285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2590278.500000 Penalty: 4936.542480
	Iteration 49Q: 3 clusters Score -2590278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 4936.542480
	Iteration 50Q: 3 clusters Score -2590284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 4936.542480
	Iteration 51Q: 3 clusters Score -2590284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2590284.750000 Penalty: 4936.542480
	Iteration 52Q: 3 clusters Score -2590285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2590283.500000 Penalty: 4936.542480
	Iteration 53Q: 3 clusters Score -2590284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590283.250000 Penalty: 4936.542480
	Iteration 54Q: 3 clusters Score -2590283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590284.750000 Penalty: 4936.542480
	Iteration 55Q: 3 clusters Score -2590285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2590285.250000 Penalty: 4936.542480
	Iteration 56Q: 3 clusters Score -2590285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590289.750000 Penalty: 4936.542480
	Iteration 57Q: 3 clusters Score -2590290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2590289.750000 Penalty: 4936.542480
	Iteration 58Q: 3 clusters Score -2590290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2590290.000000 Penalty: 4936.542480
	Iteration 59Q: 3 clusters Score -2590290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2590293.500000 Penalty: 4936.542480
	Iteration 60F: 3 clusters Score -2590294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590289.000000 Penalty: 4936.542480
	Iteration 61Q: 3 clusters Score -2590289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2590296.250000 Penalty: 4936.542480
	Iteration 62Q: 3 clusters Score -2590296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2590296.500000 Penalty: 4936.542480
	Iteration 63Q: 3 clusters Score -2590296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2590298.500000 Penalty: 4936.542480
	Iteration 64Q: 3 clusters Score -2590298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2590300.750000 Penalty: 4936.542480
	Iteration 65Q: 3 clusters Score -2590301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2590301.250000 Penalty: 4936.542480
	Iteration 66Q: 3 clusters Score -2590301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2590294.500000 Penalty: 4936.542480
	Iteration 67Q: 3 clusters Score -2590294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2590294.000000 Penalty: 4936.542480
	Iteration 68Q: 3 clusters Score -2590294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2590294.000000 Penalty: 4936.542480
	Iteration 69F: 3 clusters Score -2590294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -36854.617188 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -36854.62 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 157 members 
Entering Unmasked Estep 
Score: -35716.136719 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -35716.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35950.460938 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -35950.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36010.371094 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -36010.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36047.003906 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -36047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36099.921875 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -36099.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36229.527344 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -36229.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36258.398438 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -36258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36267.011719 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -36267.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36273.859375 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -36273.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36273.859375 Penalty: 2834.011475
	Iteration 9F: 3 clusters Score -36273.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -592149.125000 Penalty: 2039.725586
	Iteration 0F: 2 clusters Score -592149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -588476.875000 Penalty: 4079.451172
	Iteration 0F: 3 clusters Score -588476.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -589854.500000 Penalty: 4079.451172
	Iteration 1F: 3 clusters Score -589854.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -590915.437500 Penalty: 4079.451172
	Iteration 2F: 3 clusters Score -590915.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -591796.562500 Penalty: 4079.451172
	Iteration 3F: 3 clusters Score -591796.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -592209.125000 Penalty: 4079.451172
	Iteration 4F: 3 clusters Score -592209.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -592383.750000 Penalty: 4079.451172
	Iteration 5Q: 3 clusters Score -592383.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -592463.250000 Penalty: 4079.451172
	Iteration 6Q: 3 clusters Score -592463.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -592515.687500 Penalty: 4079.451172
	Iteration 7Q: 3 clusters Score -592515.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -592562.062500 Penalty: 4079.451172
	Iteration 8Q: 3 clusters Score -592562.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -592608.812500 Penalty: 4079.451172
	Iteration 9Q: 3 clusters Score -592608.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -592660.562500 Penalty: 4079.451172
	Iteration 10Q: 3 clusters Score -592660.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -592728.125000 Penalty: 4079.451172
	Iteration 11Q: 3 clusters Score -592728.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -592783.812500 Penalty: 4079.451172
	Iteration 12Q: 3 clusters Score -592783.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -592859.000000 Penalty: 4079.451172
	Iteration 13Q: 3 clusters Score -592859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -592941.125000 Penalty: 4079.451172
	Iteration 14Q: 3 clusters Score -592941.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -593013.000000 Penalty: 4079.451172
	Iteration 15Q: 3 clusters Score -593013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -593071.812500 Penalty: 4079.451172
	Iteration 16Q: 3 clusters Score -593071.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -593162.500000 Penalty: 4079.451172
	Iteration 17Q: 3 clusters Score -593162.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -593271.750000 Penalty: 4079.451172
	Iteration 18Q: 3 clusters Score -593271.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -593388.937500 Penalty: 4079.451172
	Iteration 19Q: 3 clusters Score -593388.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -593515.437500 Penalty: 4079.451172
	Iteration 20F: 3 clusters Score -593515.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -593615.437500 Penalty: 4079.451172
	Iteration 21Q: 3 clusters Score -593615.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -593732.375000 Penalty: 4079.451172
	Iteration 22Q: 3 clusters Score -593732.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -593884.125000 Penalty: 4079.451172
	Iteration 23Q: 3 clusters Score -593884.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -594070.500000 Penalty: 4079.451172
	Iteration 24Q: 3 clusters Score -594070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -594155.500000 Penalty: 4079.451172
	Iteration 25Q: 3 clusters Score -594155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -594186.562500 Penalty: 4079.451172
	Iteration 26Q: 3 clusters Score -594186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -594199.875000 Penalty: 4079.451172
	Iteration 27Q: 3 clusters Score -594199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -594211.062500 Penalty: 4079.451172
	Iteration 28Q: 3 clusters Score -594211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -594218.187500 Penalty: 4079.451172
	Iteration 29Q: 3 clusters Score -594218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -594219.937500 Penalty: 4079.451172
	Iteration 30Q: 3 clusters Score -594219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -594220.562500 Penalty: 4079.451172
	Iteration 31Q: 3 clusters Score -594220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -594221.687500 Penalty: 4079.451172
	Iteration 32Q: 3 clusters Score -594221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -594222.125000 Penalty: 4079.451172
	Iteration 33Q: 3 clusters Score -594222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -594222.125000 Penalty: 4079.451172
	Iteration 34F: 3 clusters Score -594222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Entering Unmasked Estep 
Score: -134494320.000000 Penalty: 227887.359375
Splitting cluster 8 changes total score from -134493296.000000 to -134494320.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 9 (21459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Entering Unmasked Estep 
Score: -2634292.250000 Penalty: 2473.527100
	Iteration 0F: 2 clusters Score -2634292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2619266.000000 Penalty: 4947.054199
	Iteration 0F: 3 clusters Score -2619266 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2624506.750000 Penalty: 4947.054199
	Iteration 1F: 3 clusters Score -2624507 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2625116.500000 Penalty: 4947.054199
	Iteration 2F: 3 clusters Score -2625116 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2625893.000000 Penalty: 4947.054199
	Iteration 3F: 3 clusters Score -2625893 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2626861.500000 Penalty: 4947.054199
	Iteration 4F: 3 clusters Score -2626862 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2627922.500000 Penalty: 4947.054199
	Iteration 5F: 3 clusters Score -2627922 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2628956.000000 Penalty: 4947.054199
	Iteration 6F: 3 clusters Score -2628956 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2629796.750000 Penalty: 4947.054199
	Iteration 7F: 3 clusters Score -2629797 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2630413.000000 Penalty: 4947.054199
	Iteration 8Q: 3 clusters Score -2630413 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2630919.500000 Penalty: 4947.054199
	Iteration 9Q: 3 clusters Score -2630920 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2631333.250000 Penalty: 4947.054199
	Iteration 10Q: 3 clusters Score -2631333 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2631684.750000 Penalty: 4947.054199
	Iteration 11Q: 3 clusters Score -2631685 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2632015.250000 Penalty: 4947.054199
	Iteration 12Q: 3 clusters Score -2632015 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2632302.000000 Penalty: 4947.054199
	Iteration 13Q: 3 clusters Score -2632302 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2632570.000000 Penalty: 4947.054199
	Iteration 14Q: 3 clusters Score -2632570 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2632764.250000 Penalty: 4947.054199
	Iteration 15Q: 3 clusters Score -2632764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2632882.500000 Penalty: 4947.054199
	Iteration 16Q: 3 clusters Score -2632882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2632957.250000 Penalty: 4947.054199
	Iteration 17Q: 3 clusters Score -2632957 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2632988.000000 Penalty: 4947.054199
	Iteration 18Q: 3 clusters Score -2632988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2633016.500000 Penalty: 4947.054199
	Iteration 19Q: 3 clusters Score -2633016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2633033.000000 Penalty: 4947.054199
	Iteration 20F: 3 clusters Score -2633033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2633040.500000 Penalty: 4947.054199
	Iteration 21Q: 3 clusters Score -2633040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2633051.250000 Penalty: 4947.054199
	Iteration 22Q: 3 clusters Score -2633051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2633057.500000 Penalty: 4947.054199
	Iteration 23Q: 3 clusters Score -2633058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2633067.500000 Penalty: 4947.054199
	Iteration 24Q: 3 clusters Score -2633068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2633075.000000 Penalty: 4947.054199
	Iteration 25Q: 3 clusters Score -2633075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2633087.250000 Penalty: 4947.054199
	Iteration 26Q: 3 clusters Score -2633087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2633094.500000 Penalty: 4947.054199
	Iteration 27Q: 3 clusters Score -2633094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2633095.000000 Penalty: 4947.054199
	Iteration 28Q: 3 clusters Score -2633095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2633100.000000 Penalty: 4947.054199
	Iteration 29Q: 3 clusters Score -2633100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2633102.250000 Penalty: 4947.054199
	Iteration 30Q: 3 clusters Score -2633102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2633108.000000 Penalty: 4947.054199
	Iteration 31Q: 3 clusters Score -2633108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2633111.750000 Penalty: 4947.054199
	Iteration 32Q: 3 clusters Score -2633112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2633117.000000 Penalty: 4947.054199
	Iteration 33Q: 3 clusters Score -2633117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2633121.250000 Penalty: 4947.054199
	Iteration 34Q: 3 clusters Score -2633121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2633125.250000 Penalty: 4947.054199
	Iteration 35Q: 3 clusters Score -2633125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2633133.750000 Penalty: 4947.054199
	Iteration 36Q: 3 clusters Score -2633134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2633132.500000 Penalty: 4947.054199
	Iteration 37Q: 3 clusters Score -2633132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2633137.000000 Penalty: 4947.054199
	Iteration 38Q: 3 clusters Score -2633137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2633133.000000 Penalty: 4947.054199
	Iteration 39Q: 3 clusters Score -2633133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2633144.250000 Penalty: 4947.054199
	Iteration 40F: 3 clusters Score -2633144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2633144.000000 Penalty: 4947.054199
	Iteration 41Q: 3 clusters Score -2633144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2633144.750000 Penalty: 4947.054199
	Iteration 42Q: 3 clusters Score -2633145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2633145.500000 Penalty: 4947.054199
	Iteration 43Q: 3 clusters Score -2633146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2633146.000000 Penalty: 4947.054199
	Iteration 44Q: 3 clusters Score -2633146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2633149.000000 Penalty: 4947.054199
	Iteration 45Q: 3 clusters Score -2633149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2633147.500000 Penalty: 4947.054199
	Iteration 46Q: 3 clusters Score -2633148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2633150.250000 Penalty: 4947.054199
	Iteration 47Q: 3 clusters Score -2633150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2633148.250000 Penalty: 4947.054199
	Iteration 48Q: 3 clusters Score -2633148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2633152.500000 Penalty: 4947.054199
	Iteration 49Q: 3 clusters Score -2633152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2633154.000000 Penalty: 4947.054199
	Iteration 50Q: 3 clusters Score -2633154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2633156.250000 Penalty: 4947.054199
	Iteration 51Q: 3 clusters Score -2633156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2633154.000000 Penalty: 4947.054199
	Iteration 52Q: 3 clusters Score -2633154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2633156.500000 Penalty: 4947.054199
	Iteration 53Q: 3 clusters Score -2633156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2633156.250000 Penalty: 4947.054199
	Iteration 54Q: 3 clusters Score -2633156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2633155.750000 Penalty: 4947.054199
	Iteration 55Q: 3 clusters Score -2633156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2633155.750000 Penalty: 4947.054199
	Iteration 56F: 3 clusters Score -2633156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -145244.875000 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -145244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143177.593750 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -143177.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143439.437500 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -143439.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143545.515625 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -143545.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -143593.218750 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -143593.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143630.359375 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -143630.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -143654.500000 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -143654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -143661.859375 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -143661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143666.000000 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -143666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -143667.984375 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -143668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143669.828125 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -143669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -143672.359375 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -143672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -143674.625000 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -143674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -143676.031250 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -143676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -143676.453125 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -143676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -143676.453125 Penalty: 3514.191895
	Iteration 14F: 3 clusters Score -143676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Entering Unmasked Estep 
Score: -5090954.000000 Penalty: 2633.937744
	Iteration 0F: 2 clusters Score -5090954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5063146.500000 Penalty: 5267.875488
	Iteration 0F: 3 clusters Score -5063146 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5073223.000000 Penalty: 5267.875488
	Iteration 1F: 3 clusters Score -5073223 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5073853.000000 Penalty: 5267.875488
	Iteration 2Q: 3 clusters Score -5073853 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5074493.500000 Penalty: 5267.875488
	Iteration 3Q: 3 clusters Score -5074494 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5075140.500000 Penalty: 5267.875488
	Iteration 4Q: 3 clusters Score -5075140 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -5075970.000000 Penalty: 5267.875488
	Iteration 5Q: 3 clusters Score -5075970 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5076904.000000 Penalty: 5267.875488
	Iteration 6Q: 3 clusters Score -5076904 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5078018.500000 Penalty: 5267.875488
	Iteration 7F: 3 clusters Score -5078018 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -5079407.500000 Penalty: 5267.875488
	Iteration 8F: 3 clusters Score -5079408 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5080922.000000 Penalty: 5267.875488
	Iteration 9F: 3 clusters Score -5080922 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5082256.000000 Penalty: 5267.875488
	Iteration 10F: 3 clusters Score -5082256 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5083325.500000 Penalty: 5267.875488
	Iteration 11Q: 3 clusters Score -5083326 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5084027.000000 Penalty: 5267.875488
	Iteration 12Q: 3 clusters Score -5084027 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5084547.500000 Penalty: 5267.875488
	Iteration 13Q: 3 clusters Score -5084548 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -5084854.000000 Penalty: 5267.875488
	Iteration 14Q: 3 clusters Score -5084854 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5085025.000000 Penalty: 5267.875488
	Iteration 15Q: 3 clusters Score -5085025 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5085146.000000 Penalty: 5267.875488
	Iteration 16Q: 3 clusters Score -5085146 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5085220.000000 Penalty: 5267.875488
	Iteration 17Q: 3 clusters Score -5085220 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5085296.500000 Penalty: 5267.875488
	Iteration 18Q: 3 clusters Score -5085296 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5085336.000000 Penalty: 5267.875488
	Iteration 19Q: 3 clusters Score -5085336 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -5085393.000000 Penalty: 5267.875488
	Iteration 20F: 3 clusters Score -5085393 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5085430.000000 Penalty: 5267.875488
	Iteration 21Q: 3 clusters Score -5085430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5085515.000000 Penalty: 5267.875488
	Iteration 22Q: 3 clusters Score -5085515 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5085595.000000 Penalty: 5267.875488
	Iteration 23Q: 3 clusters Score -5085595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5085658.500000 Penalty: 5267.875488
	Iteration 24Q: 3 clusters Score -5085658 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5085780.500000 Penalty: 5267.875488
	Iteration 25Q: 3 clusters Score -5085780 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -5085887.500000 Penalty: 5267.875488
	Iteration 26Q: 3 clusters Score -5085888 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5086007.500000 Penalty: 5267.875488
	Iteration 27Q: 3 clusters Score -5086008 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -5086159.500000 Penalty: 5267.875488
	Iteration 28Q: 3 clusters Score -5086160 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -5086336.000000 Penalty: 5267.875488
	Iteration 29Q: 3 clusters Score -5086336 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5086493.500000 Penalty: 5267.875488
	Iteration 30Q: 3 clusters Score -5086494 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5086718.000000 Penalty: 5267.875488
	Iteration 31Q: 3 clusters Score -5086718 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -5086908.500000 Penalty: 5267.875488
	Iteration 32Q: 3 clusters Score -5086908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5087111.500000 Penalty: 5267.875488
	Iteration 33Q: 3 clusters Score -5087112 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5087336.000000 Penalty: 5267.875488
	Iteration 34Q: 3 clusters Score -5087336 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5087513.500000 Penalty: 5267.875488
	Iteration 35Q: 3 clusters Score -5087514 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5087701.500000 Penalty: 5267.875488
	Iteration 36Q: 3 clusters Score -5087702 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5087866.500000 Penalty: 5267.875488
	Iteration 37Q: 3 clusters Score -5087866 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5088089.500000 Penalty: 5267.875488
	Iteration 38Q: 3 clusters Score -5088090 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -5088296.500000 Penalty: 5267.875488
	Iteration 39Q: 3 clusters Score -5088296 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5088501.500000 Penalty: 5267.875488
	Iteration 40F: 3 clusters Score -5088502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -5088705.500000 Penalty: 5267.875488
	Iteration 41Q: 3 clusters Score -5088706 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5088884.000000 Penalty: 5267.875488
	Iteration 42Q: 3 clusters Score -5088884 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5089067.500000 Penalty: 5267.875488
	Iteration 43Q: 3 clusters Score -5089068 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -5089219.500000 Penalty: 5267.875488
	Iteration 44Q: 3 clusters Score -5089220 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5089315.500000 Penalty: 5267.875488
	Iteration 45Q: 3 clusters Score -5089316 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5089438.500000 Penalty: 5267.875488
	Iteration 46Q: 3 clusters Score -5089438 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5089537.000000 Penalty: 5267.875488
	Iteration 47Q: 3 clusters Score -5089537 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5089597.000000 Penalty: 5267.875488
	Iteration 48Q: 3 clusters Score -5089597 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5089635.500000 Penalty: 5267.875488
	Iteration 49Q: 3 clusters Score -5089636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5089672.000000 Penalty: 5267.875488
	Iteration 50Q: 3 clusters Score -5089672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5089718.000000 Penalty: 5267.875488
	Iteration 51Q: 3 clusters Score -5089718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5089736.500000 Penalty: 5267.875488
	Iteration 52Q: 3 clusters Score -5089736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5089741.000000 Penalty: 5267.875488
	Iteration 53Q: 3 clusters Score -5089741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -5089743.000000 Penalty: 5267.875488
	Iteration 54Q: 3 clusters Score -5089743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5089754.500000 Penalty: 5267.875488
	Iteration 55Q: 3 clusters Score -5089754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5089768.500000 Penalty: 5267.875488
	Iteration 56Q: 3 clusters Score -5089768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5089778.000000 Penalty: 5267.875488
	Iteration 57Q: 3 clusters Score -5089778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5089786.500000 Penalty: 5267.875488
	Iteration 58Q: 3 clusters Score -5089786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5089784.000000 Penalty: 5267.875488
	Iteration 59Q: 3 clusters Score -5089784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5089801.000000 Penalty: 5267.875488
	Iteration 60F: 3 clusters Score -5089801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5089818.000000 Penalty: 5267.875488
	Iteration 61Q: 3 clusters Score -5089818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5089819.000000 Penalty: 5267.875488
	Iteration 62Q: 3 clusters Score -5089819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5089830.500000 Penalty: 5267.875488
	Iteration 63Q: 3 clusters Score -5089830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5089848.000000 Penalty: 5267.875488
	Iteration 64Q: 3 clusters Score -5089848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5089848.000000 Penalty: 5267.875488
	Iteration 65Q: 3 clusters Score -5089848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5089862.500000 Penalty: 5267.875488
	Iteration 66Q: 3 clusters Score -5089862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5089871.500000 Penalty: 5267.875488
	Iteration 67Q: 3 clusters Score -5089872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5089881.000000 Penalty: 5267.875488
	Iteration 68Q: 3 clusters Score -5089881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5089884.500000 Penalty: 5267.875488
	Iteration 69Q: 3 clusters Score -5089884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5089883.500000 Penalty: 5267.875488
	Iteration 70Q: 3 clusters Score -5089884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5089880.000000 Penalty: 5267.875488
	Iteration 71Q: 3 clusters Score -5089880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5089878.500000 Penalty: 5267.875488
	Iteration 72Q: 3 clusters Score -5089878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5089894.500000 Penalty: 5267.875488
	Iteration 73Q: 3 clusters Score -5089894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5089896.000000 Penalty: 5267.875488
	Iteration 74Q: 3 clusters Score -5089896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5089886.000000 Penalty: 5267.875488
	Iteration 75Q: 3 clusters Score -5089886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5089888.000000 Penalty: 5267.875488
	Iteration 76Q: 3 clusters Score -5089888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5089894.000000 Penalty: 5267.875488
	Iteration 77Q: 3 clusters Score -5089894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5089892.500000 Penalty: 5267.875488
	Iteration 78Q: 3 clusters Score -5089892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5089891.000000 Penalty: 5267.875488
	Iteration 79Q: 3 clusters Score -5089891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5089894.500000 Penalty: 5267.875488
	Iteration 80F: 3 clusters Score -5089894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5089901.500000 Penalty: 5267.875488
	Iteration 81Q: 3 clusters Score -5089902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5089897.000000 Penalty: 5267.875488
	Iteration 82Q: 3 clusters Score -5089897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5089909.500000 Penalty: 5267.875488
	Iteration 83Q: 3 clusters Score -5089910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5089910.500000 Penalty: 5267.875488
	Iteration 84Q: 3 clusters Score -5089910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5089926.000000 Penalty: 5267.875488
	Iteration 85Q: 3 clusters Score -5089926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5089919.500000 Penalty: 5267.875488
	Iteration 86Q: 3 clusters Score -5089920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5089930.000000 Penalty: 5267.875488
	Iteration 87Q: 3 clusters Score -5089930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5089923.500000 Penalty: 5267.875488
	Iteration 88Q: 3 clusters Score -5089924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5089924.000000 Penalty: 5267.875488
	Iteration 89Q: 3 clusters Score -5089924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5089921.500000 Penalty: 5267.875488
	Iteration 90Q: 3 clusters Score -5089922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5089922.000000 Penalty: 5267.875488
	Iteration 91Q: 3 clusters Score -5089922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5089921.000000 Penalty: 5267.875488
	Iteration 92Q: 3 clusters Score -5089921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5089921.000000 Penalty: 5267.875488
	Iteration 93F: 3 clusters Score -5089921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -1284877.125000 Penalty: 2296.453369
	Iteration 0F: 2 clusters Score -1284877 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 5262 members 
Entering Unmasked Estep 
Score: -1276839.125000 Penalty: 4592.906738
	Iteration 0F: 3 clusters Score -1276839 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1279132.625000 Penalty: 4592.906738
	Iteration 1F: 3 clusters Score -1279133 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1279518.250000 Penalty: 4592.906738
	Iteration 2F: 3 clusters Score -1279518 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1279856.500000 Penalty: 4592.906738
	Iteration 3F: 3 clusters Score -1279856 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1280282.125000 Penalty: 4592.906738
	Iteration 4F: 3 clusters Score -1280282 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1280727.250000 Penalty: 4592.906738
	Iteration 5F: 3 clusters Score -1280727 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1281322.875000 Penalty: 4592.906738
	Iteration 6F: 3 clusters Score -1281323 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1282064.250000 Penalty: 4592.906738
	Iteration 7F: 3 clusters Score -1282064 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1282786.625000 Penalty: 4592.906738
	Iteration 8F: 3 clusters Score -1282787 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1283316.625000 Penalty: 4592.906738
	Iteration 9F: 3 clusters Score -1283317 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1283652.000000 Penalty: 4592.906738
	Iteration 10Q: 3 clusters Score -1283652 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1283829.500000 Penalty: 4592.906738
	Iteration 11Q: 3 clusters Score -1283830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1283915.625000 Penalty: 4592.906738
	Iteration 12Q: 3 clusters Score -1283916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1283963.375000 Penalty: 4592.906738
	Iteration 13Q: 3 clusters Score -1283963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1283983.875000 Penalty: 4592.906738
	Iteration 14Q: 3 clusters Score -1283984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1283998.250000 Penalty: 4592.906738
	Iteration 15Q: 3 clusters Score -1283998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1284005.375000 Penalty: 4592.906738
	Iteration 16Q: 3 clusters Score -1284005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284010.625000 Penalty: 4592.906738
	Iteration 17Q: 3 clusters Score -1284011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284013.875000 Penalty: 4592.906738
	Iteration 18Q: 3 clusters Score -1284014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1284014.625000 Penalty: 4592.906738
	Iteration 19Q: 3 clusters Score -1284015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284017.250000 Penalty: 4592.906738
	Iteration 20F: 3 clusters Score -1284017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284017.250000 Penalty: 4592.906738
	Iteration 21Q: 3 clusters Score -1284017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1284021.750000 Penalty: 4592.906738
	Iteration 22Q: 3 clusters Score -1284022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1284022.125000 Penalty: 4592.906738
	Iteration 23Q: 3 clusters Score -1284022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1284026.750000 Penalty: 4592.906738
	Iteration 24Q: 3 clusters Score -1284027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1284027.500000 Penalty: 4592.906738
	Iteration 25Q: 3 clusters Score -1284028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1284031.000000 Penalty: 4592.906738
	Iteration 26Q: 3 clusters Score -1284031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1284030.375000 Penalty: 4592.906738
	Iteration 27Q: 3 clusters Score -1284030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1284032.750000 Penalty: 4592.906738
	Iteration 28Q: 3 clusters Score -1284033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1284036.375000 Penalty: 4592.906738
	Iteration 29Q: 3 clusters Score -1284036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1284036.125000 Penalty: 4592.906738
	Iteration 30Q: 3 clusters Score -1284036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1284037.250000 Penalty: 4592.906738
	Iteration 31Q: 3 clusters Score -1284037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1284039.875000 Penalty: 4592.906738
	Iteration 32Q: 3 clusters Score -1284040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1284043.375000 Penalty: 4592.906738
	Iteration 33Q: 3 clusters Score -1284043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1284043.875000 Penalty: 4592.906738
	Iteration 34Q: 3 clusters Score -1284044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1284047.375000 Penalty: 4592.906738
	Iteration 35Q: 3 clusters Score -1284047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1284051.750000 Penalty: 4592.906738
	Iteration 36Q: 3 clusters Score -1284052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1284052.625000 Penalty: 4592.906738
	Iteration 37Q: 3 clusters Score -1284053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1284055.875000 Penalty: 4592.906738
	Iteration 38Q: 3 clusters Score -1284056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1284060.375000 Penalty: 4592.906738
	Iteration 39Q: 3 clusters Score -1284060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1284057.125000 Penalty: 4592.906738
	Iteration 40F: 3 clusters Score -1284057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1284056.500000 Penalty: 4592.906738
	Iteration 41Q: 3 clusters Score -1284056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1284058.250000 Penalty: 4592.906738
	Iteration 42Q: 3 clusters Score -1284058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1284056.750000 Penalty: 4592.906738
	Iteration 43Q: 3 clusters Score -1284057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1284056.500000 Penalty: 4592.906738
	Iteration 44Q: 3 clusters Score -1284056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1284055.250000 Penalty: 4592.906738
	Iteration 45Q: 3 clusters Score -1284055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1284055.375000 Penalty: 4592.906738
	Iteration 46Q: 3 clusters Score -1284055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1284056.000000 Penalty: 4592.906738
	Iteration 47Q: 3 clusters Score -1284056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1284054.875000 Penalty: 4592.906738
	Iteration 48Q: 3 clusters Score -1284055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1284054.875000 Penalty: 4592.906738
	Iteration 49F: 3 clusters Score -1284055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -644447.125000 Penalty: 2124.552734
	Iteration 0F: 2 clusters Score -644447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -639762.750000 Penalty: 4249.105469
	Iteration 0F: 3 clusters Score -639762.8 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -640917.000000 Penalty: 4249.105469
	Iteration 1F: 3 clusters Score -640917 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -641174.875000 Penalty: 4249.105469
	Iteration 2F: 3 clusters Score -641174.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -641433.812500 Penalty: 4249.105469
	Iteration 3F: 3 clusters Score -641433.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -641701.000000 Penalty: 4249.105469
	Iteration 4F: 3 clusters Score -641701 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -642001.750000 Penalty: 4249.105469
	Iteration 5F: 3 clusters Score -642001.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -642388.187500 Penalty: 4249.105469
	Iteration 6F: 3 clusters Score -642388.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -642728.375000 Penalty: 4249.105469
	Iteration 7F: 3 clusters Score -642728.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -643014.000000 Penalty: 4249.105469
	Iteration 8F: 3 clusters Score -643014 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -643272.062500 Penalty: 4249.105469
	Iteration 9Q: 3 clusters Score -643272.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -643492.250000 Penalty: 4249.105469
	Iteration 10Q: 3 clusters Score -643492.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -643680.062500 Penalty: 4249.105469
	Iteration 11Q: 3 clusters Score -643680.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -643831.187500 Penalty: 4249.105469
	Iteration 12Q: 3 clusters Score -643831.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -643931.437500 Penalty: 4249.105469
	Iteration 13Q: 3 clusters Score -643931.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -643977.875000 Penalty: 4249.105469
	Iteration 14Q: 3 clusters Score -643977.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -643998.062500 Penalty: 4249.105469
	Iteration 15Q: 3 clusters Score -643998.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -644006.562500 Penalty: 4249.105469
	Iteration 16Q: 3 clusters Score -644006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -644012.500000 Penalty: 4249.105469
	Iteration 17Q: 3 clusters Score -644012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -644015.562500 Penalty: 4249.105469
	Iteration 18Q: 3 clusters Score -644015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -644016.437500 Penalty: 4249.105469
	Iteration 19Q: 3 clusters Score -644016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -644016.437500 Penalty: 4249.105469
	Iteration 20F: 3 clusters Score -644016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Entering Unmasked Estep 
Score: -4461918.000000 Penalty: 2598.960449
	Iteration 0F: 2 clusters Score -4461918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4437778.500000 Penalty: 5197.920898
	Iteration 0F: 3 clusters Score -4437778 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4446735.000000 Penalty: 5197.920898
	Iteration 1F: 3 clusters Score -4446735 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4447386.000000 Penalty: 5197.920898
	Iteration 2Q: 3 clusters Score -4447386 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4448191.000000 Penalty: 5197.920898
	Iteration 3Q: 3 clusters Score -4448191 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4449208.000000 Penalty: 5197.920898
	Iteration 4F: 3 clusters Score -4449208 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4450525.000000 Penalty: 5197.920898
	Iteration 5F: 3 clusters Score -4450525 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4452286.500000 Penalty: 5197.920898
	Iteration 6F: 3 clusters Score -4452286 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -4454506.000000 Penalty: 5197.920898
	Iteration 7F: 3 clusters Score -4454506 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4456720.000000 Penalty: 5197.920898
	Iteration 8F: 3 clusters Score -4456720 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4458402.000000 Penalty: 5197.920898
	Iteration 9F: 3 clusters Score -4458402 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4459571.000000 Penalty: 5197.920898
	Iteration 10Q: 3 clusters Score -4459571 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4460297.000000 Penalty: 5197.920898
	Iteration 11Q: 3 clusters Score -4460297 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4460656.000000 Penalty: 5197.920898
	Iteration 12Q: 3 clusters Score -4460656 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4460866.000000 Penalty: 5197.920898
	Iteration 13Q: 3 clusters Score -4460866 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4460970.500000 Penalty: 5197.920898
	Iteration 14Q: 3 clusters Score -4460970 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4461037.500000 Penalty: 5197.920898
	Iteration 15Q: 3 clusters Score -4461038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4461070.500000 Penalty: 5197.920898
	Iteration 16Q: 3 clusters Score -4461070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4461085.500000 Penalty: 5197.920898
	Iteration 17Q: 3 clusters Score -4461086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4461110.000000 Penalty: 5197.920898
	Iteration 18Q: 3 clusters Score -4461110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4461134.000000 Penalty: 5197.920898
	Iteration 19Q: 3 clusters Score -4461134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4461140.000000 Penalty: 5197.920898
	Iteration 20F: 3 clusters Score -4461140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4461155.000000 Penalty: 5197.920898
	Iteration 21Q: 3 clusters Score -4461155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4461162.000000 Penalty: 5197.920898
	Iteration 22Q: 3 clusters Score -4461162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4461162.000000 Penalty: 5197.920898
	Iteration 23Q: 3 clusters Score -4461162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4461165.000000 Penalty: 5197.920898
	Iteration 24Q: 3 clusters Score -4461165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4461162.500000 Penalty: 5197.920898
	Iteration 25Q: 3 clusters Score -4461162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4461164.000000 Penalty: 5197.920898
	Iteration 26Q: 3 clusters Score -4461164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4461164.000000 Penalty: 5197.920898
	Iteration 27F: 3 clusters Score -4461164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134216 members 
Entering Unmasked Estep 
Score: -16774282.000000 Penalty: 2928.187012
	Iteration 0F: 2 clusters Score -1.677428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -16684654.000000 Penalty: 5856.374023
	Iteration 0F: 3 clusters Score -1.668465e+07 nChanged 64080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -16721489.000000 Penalty: 5856.374023
	Iteration 1F: 3 clusters Score -1.672149e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -16722521.000000 Penalty: 5856.374023
	Iteration 2Q: 3 clusters Score -1.672252e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -16724079.000000 Penalty: 5856.374023
	Iteration 3Q: 3 clusters Score -1.672408e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -16726285.000000 Penalty: 5856.374023
	Iteration 4Q: 3 clusters Score -1.672628e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -16729929.000000 Penalty: 5856.374023
	Iteration 5F: 3 clusters Score -1.672993e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -16735411.000000 Penalty: 5856.374023
	Iteration 6F: 3 clusters Score -1.673541e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -16743611.000000 Penalty: 5856.374023
	Iteration 7F: 3 clusters Score -1.674361e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -16752715.000000 Penalty: 5856.374023
	Iteration 8F: 3 clusters Score -1.675272e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -16760668.000000 Penalty: 5856.374023
	Iteration 9F: 3 clusters Score -1.676067e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -16765928.000000 Penalty: 5856.374023
	Iteration 10Q: 3 clusters Score -1.676593e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -16768822.000000 Penalty: 5856.374023
	Iteration 11Q: 3 clusters Score -1.676882e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -16770329.000000 Penalty: 5856.374023
	Iteration 12Q: 3 clusters Score -1.677033e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -16771096.000000 Penalty: 5856.374023
	Iteration 13Q: 3 clusters Score -1.67711e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -16771541.000000 Penalty: 5856.374023
	Iteration 14Q: 3 clusters Score -1.677154e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -16771872.000000 Penalty: 5856.374023
	Iteration 15Q: 3 clusters Score -1.677187e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16772010.000000 Penalty: 5856.374023
	Iteration 16Q: 3 clusters Score -1.677201e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -16772096.000000 Penalty: 5856.374023
	Iteration 17Q: 3 clusters Score -1.67721e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132879 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16772174.000000 Penalty: 5856.374023
	Iteration 18Q: 3 clusters Score -1.677217e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16772197.000000 Penalty: 5856.374023
	Iteration 19Q: 3 clusters Score -1.67722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16772256.000000 Penalty: 5856.374023
	Iteration 20F: 3 clusters Score -1.677226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -16772244.000000 Penalty: 5856.374023
	Iteration 21Q: 3 clusters Score -1.677224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -16772242.000000 Penalty: 5856.374023
	Iteration 22Q: 3 clusters Score -1.677224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -16772264.000000 Penalty: 5856.374023
	Iteration 23Q: 3 clusters Score -1.677226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16772281.000000 Penalty: 5856.374023
	Iteration 24Q: 3 clusters Score -1.677228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16772298.000000 Penalty: 5856.374023
	Iteration 25Q: 3 clusters Score -1.67723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16772315.000000 Penalty: 5856.374023
	Iteration 26Q: 3 clusters Score -1.677232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16772308.000000 Penalty: 5856.374023
	Iteration 27Q: 3 clusters Score -1.677231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133095 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16772317.000000 Penalty: 5856.374023
	Iteration 28Q: 3 clusters Score -1.677232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133101 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16772329.000000 Penalty: 5856.374023
	Iteration 29Q: 3 clusters Score -1.677233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16772337.000000 Penalty: 5856.374023
	Iteration 30Q: 3 clusters Score -1.677234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133105 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16772336.000000 Penalty: 5856.374023
	Iteration 31Q: 3 clusters Score -1.677234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16772342.000000 Penalty: 5856.374023
	Iteration 32Q: 3 clusters Score -1.677234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16772340.000000 Penalty: 5856.374023
	Iteration 33Q: 3 clusters Score -1.677234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16772337.000000 Penalty: 5856.374023
	Iteration 34Q: 3 clusters Score -1.677234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16772342.000000 Penalty: 5856.374023
	Iteration 35Q: 3 clusters Score -1.677234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16772342.000000 Penalty: 5856.374023
	Iteration 36F: 3 clusters Score -1.677234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Entering Unmasked Estep 
Score: -8607232.000000 Penalty: 2763.487061
	Iteration 0F: 2 clusters Score -8607232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -8561044.000000 Penalty: 5526.974121
	Iteration 0F: 3 clusters Score -8561044 nChanged 32414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -8579522.000000 Penalty: 5526.974121
	Iteration 1F: 3 clusters Score -8579522 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -8581033.000000 Penalty: 5526.974121
	Iteration 2Q: 3 clusters Score -8581033 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -8583411.000000 Penalty: 5526.974121
	Iteration 3F: 3 clusters Score -8583411 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -8587275.000000 Penalty: 5526.974121
	Iteration 4F: 3 clusters Score -8587275 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -8592326.000000 Penalty: 5526.974121
	Iteration 5F: 3 clusters Score -8592326 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -8597475.000000 Penalty: 5526.974121
	Iteration 6F: 3 clusters Score -8597475 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8601251.000000 Penalty: 5526.974121
	Iteration 7F: 3 clusters Score -8601251 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8603198.000000 Penalty: 5526.974121
	Iteration 8Q: 3 clusters Score -8603198 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8604105.000000 Penalty: 5526.974121
	Iteration 9Q: 3 clusters Score -8604105 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8604504.000000 Penalty: 5526.974121
	Iteration 10Q: 3 clusters Score -8604504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8604658.000000 Penalty: 5526.974121
	Iteration 11Q: 3 clusters Score -8604658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8604791.000000 Penalty: 5526.974121
	Iteration 12Q: 3 clusters Score -8604791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8604871.000000 Penalty: 5526.974121
	Iteration 13Q: 3 clusters Score -8604871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8604895.000000 Penalty: 5526.974121
	Iteration 14Q: 3 clusters Score -8604895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8604947.000000 Penalty: 5526.974121
	Iteration 15Q: 3 clusters Score -8604947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8604973.000000 Penalty: 5526.974121
	Iteration 16Q: 3 clusters Score -8604973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8604966.000000 Penalty: 5526.974121
	Iteration 17Q: 3 clusters Score -8604966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8604979.000000 Penalty: 5526.974121
	Iteration 18Q: 3 clusters Score -8604979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8604989.000000 Penalty: 5526.974121
	Iteration 19Q: 3 clusters Score -8604989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8604998.000000 Penalty: 5526.974121
	Iteration 20F: 3 clusters Score -8604998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8604996.000000 Penalty: 5526.974121
	Iteration 21Q: 3 clusters Score -8604996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8604998.000000 Penalty: 5526.974121
	Iteration 22Q: 3 clusters Score -8604998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8605000.000000 Penalty: 5526.974121
	Iteration 23Q: 3 clusters Score -8605000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8604997.000000 Penalty: 5526.974121
	Iteration 24Q: 3 clusters Score -8604997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8604996.000000 Penalty: 5526.974121
	Iteration 25Q: 3 clusters Score -8604996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8605002.000000 Penalty: 5526.974121
	Iteration 26Q: 3 clusters Score -8605002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8605017.000000 Penalty: 5526.974121
	Iteration 27Q: 3 clusters Score -8605017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8605009.000000 Penalty: 5526.974121
	Iteration 28Q: 3 clusters Score -8605009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8605010.000000 Penalty: 5526.974121
	Iteration 29Q: 3 clusters Score -8605010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8605012.000000 Penalty: 5526.974121
	Iteration 30Q: 3 clusters Score -8605012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8605011.000000 Penalty: 5526.974121
	Iteration 31Q: 3 clusters Score -8605011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8605007.000000 Penalty: 5526.974121
	Iteration 32Q: 3 clusters Score -8605007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8605009.000000 Penalty: 5526.974121
	Iteration 33Q: 3 clusters Score -8605009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8605008.000000 Penalty: 5526.974121
	Iteration 34Q: 3 clusters Score -8605008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8605008.000000 Penalty: 5526.974121
	Iteration 35F: 3 clusters Score -8605008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Entering Unmasked Estep 
Score: -1633392.500000 Penalty: 2357.725342
	Iteration 0F: 2 clusters Score -1633392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1623535.500000 Penalty: 4715.450684
	Iteration 0F: 3 clusters Score -1623536 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1626668.125000 Penalty: 4715.450684
	Iteration 1F: 3 clusters Score -1626668 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1627098.375000 Penalty: 4715.450684
	Iteration 2F: 3 clusters Score -1627098 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1627457.500000 Penalty: 4715.450684
	Iteration 3F: 3 clusters Score -1627458 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1627828.000000 Penalty: 4715.450684
	Iteration 4Q: 3 clusters Score -1627828 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1628286.875000 Penalty: 4715.450684
	Iteration 5F: 3 clusters Score -1628287 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1628749.000000 Penalty: 4715.450684
	Iteration 6F: 3 clusters Score -1628749 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1629296.625000 Penalty: 4715.450684
	Iteration 7F: 3 clusters Score -1629297 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1629788.875000 Penalty: 4715.450684
	Iteration 8F: 3 clusters Score -1629789 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1630156.500000 Penalty: 4715.450684
	Iteration 9Q: 3 clusters Score -1630156 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1630410.000000 Penalty: 4715.450684
	Iteration 10Q: 3 clusters Score -1630410 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1630567.375000 Penalty: 4715.450684
	Iteration 11Q: 3 clusters Score -1630567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1630665.375000 Penalty: 4715.450684
	Iteration 12Q: 3 clusters Score -1630665 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1630730.125000 Penalty: 4715.450684
	Iteration 13Q: 3 clusters Score -1630730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1630778.125000 Penalty: 4715.450684
	Iteration 14Q: 3 clusters Score -1630778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1630807.875000 Penalty: 4715.450684
	Iteration 15Q: 3 clusters Score -1630808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1630834.000000 Penalty: 4715.450684
	Iteration 16Q: 3 clusters Score -1630834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1630849.250000 Penalty: 4715.450684
	Iteration 17Q: 3 clusters Score -1630849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1630868.750000 Penalty: 4715.450684
	Iteration 18Q: 3 clusters Score -1630869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1630880.875000 Penalty: 4715.450684
	Iteration 19Q: 3 clusters Score -1630881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1630900.625000 Penalty: 4715.450684
	Iteration 20F: 3 clusters Score -1630901 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1630914.500000 Penalty: 4715.450684
	Iteration 21Q: 3 clusters Score -1630914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1630942.000000 Penalty: 4715.450684
	Iteration 22Q: 3 clusters Score -1630942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1630957.125000 Penalty: 4715.450684
	Iteration 23Q: 3 clusters Score -1630957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1630971.125000 Penalty: 4715.450684
	Iteration 24Q: 3 clusters Score -1630971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1630990.875000 Penalty: 4715.450684
	Iteration 25Q: 3 clusters Score -1630991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1631015.875000 Penalty: 4715.450684
	Iteration 26Q: 3 clusters Score -1631016 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1631035.375000 Penalty: 4715.450684
	Iteration 27Q: 3 clusters Score -1631035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1631059.375000 Penalty: 4715.450684
	Iteration 28Q: 3 clusters Score -1631059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1631081.250000 Penalty: 4715.450684
	Iteration 29Q: 3 clusters Score -1631081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1631103.500000 Penalty: 4715.450684
	Iteration 30Q: 3 clusters Score -1631104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1631126.500000 Penalty: 4715.450684
	Iteration 31Q: 3 clusters Score -1631126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1631154.125000 Penalty: 4715.450684
	Iteration 32Q: 3 clusters Score -1631154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1631191.250000 Penalty: 4715.450684
	Iteration 33Q: 3 clusters Score -1631191 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1631236.500000 Penalty: 4715.450684
	Iteration 34Q: 3 clusters Score -1631236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1631289.250000 Penalty: 4715.450684
	Iteration 35Q: 3 clusters Score -1631289 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1631370.500000 Penalty: 4715.450684
	Iteration 36Q: 3 clusters Score -1631370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1631492.250000 Penalty: 4715.450684
	Iteration 37Q: 3 clusters Score -1631492 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1631654.500000 Penalty: 4715.450684
	Iteration 38Q: 3 clusters Score -1631654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1631835.125000 Penalty: 4715.450684
	Iteration 39Q: 3 clusters Score -1631835 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1632029.750000 Penalty: 4715.450684
	Iteration 40F: 3 clusters Score -1632030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1632186.500000 Penalty: 4715.450684
	Iteration 41Q: 3 clusters Score -1632186 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1632287.625000 Penalty: 4715.450684
	Iteration 42Q: 3 clusters Score -1632288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1632352.875000 Penalty: 4715.450684
	Iteration 43Q: 3 clusters Score -1632353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1632395.250000 Penalty: 4715.450684
	Iteration 44Q: 3 clusters Score -1632395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1632406.500000 Penalty: 4715.450684
	Iteration 45Q: 3 clusters Score -1632406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1632410.750000 Penalty: 4715.450684
	Iteration 46Q: 3 clusters Score -1632411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1632416.875000 Penalty: 4715.450684
	Iteration 47Q: 3 clusters Score -1632417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1632419.000000 Penalty: 4715.450684
	Iteration 48Q: 3 clusters Score -1632419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1632424.125000 Penalty: 4715.450684
	Iteration 49Q: 3 clusters Score -1632424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1632429.500000 Penalty: 4715.450684
	Iteration 50Q: 3 clusters Score -1632430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1632430.875000 Penalty: 4715.450684
	Iteration 51Q: 3 clusters Score -1632431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1632429.000000 Penalty: 4715.450684
	Iteration 52Q: 3 clusters Score -1632429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1632437.250000 Penalty: 4715.450684
	Iteration 53Q: 3 clusters Score -1632437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1632444.000000 Penalty: 4715.450684
	Iteration 54Q: 3 clusters Score -1632444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1632458.375000 Penalty: 4715.450684
	Iteration 55Q: 3 clusters Score -1632458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1632464.250000 Penalty: 4715.450684
	Iteration 56Q: 3 clusters Score -1632464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1632470.000000 Penalty: 4715.450684
	Iteration 57Q: 3 clusters Score -1632470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1632473.500000 Penalty: 4715.450684
	Iteration 58Q: 3 clusters Score -1632474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1632476.750000 Penalty: 4715.450684
	Iteration 59Q: 3 clusters Score -1632477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1632482.875000 Penalty: 4715.450684
	Iteration 60F: 3 clusters Score -1632483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1632486.250000 Penalty: 4715.450684
	Iteration 61Q: 3 clusters Score -1632486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1632485.875000 Penalty: 4715.450684
	Iteration 62Q: 3 clusters Score -1632486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1632488.500000 Penalty: 4715.450684
	Iteration 63Q: 3 clusters Score -1632488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1632490.000000 Penalty: 4715.450684
	Iteration 64Q: 3 clusters Score -1632490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1632489.625000 Penalty: 4715.450684
	Iteration 65Q: 3 clusters Score -1632490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1632491.250000 Penalty: 4715.450684
	Iteration 66Q: 3 clusters Score -1632491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1632490.625000 Penalty: 4715.450684
	Iteration 67Q: 3 clusters Score -1632491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1632491.000000 Penalty: 4715.450684
	Iteration 68Q: 3 clusters Score -1632491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1632491.375000 Penalty: 4715.450684
	Iteration 69Q: 3 clusters Score -1632491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1632495.875000 Penalty: 4715.450684
	Iteration 70Q: 3 clusters Score -1632496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1632494.875000 Penalty: 4715.450684
	Iteration 71Q: 3 clusters Score -1632495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1632496.000000 Penalty: 4715.450684
	Iteration 72Q: 3 clusters Score -1632496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1632496.250000 Penalty: 4715.450684
	Iteration 73Q: 3 clusters Score -1632496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1632493.250000 Penalty: 4715.450684
	Iteration 74Q: 3 clusters Score -1632493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1632495.000000 Penalty: 4715.450684
	Iteration 75Q: 3 clusters Score -1632495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1632498.125000 Penalty: 4715.450684
	Iteration 76Q: 3 clusters Score -1632498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1632496.875000 Penalty: 4715.450684
	Iteration 77Q: 3 clusters Score -1632497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1632501.375000 Penalty: 4715.450684
	Iteration 78Q: 3 clusters Score -1632501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1632501.625000 Penalty: 4715.450684
	Iteration 79Q: 3 clusters Score -1632502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1632504.750000 Penalty: 4715.450684
	Iteration 80F: 3 clusters Score -1632505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1632504.750000 Penalty: 4715.450684
	Iteration 81Q: 3 clusters Score -1632505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1632506.125000 Penalty: 4715.450684
	Iteration 82Q: 3 clusters Score -1632506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1632508.000000 Penalty: 4715.450684
	Iteration 83Q: 3 clusters Score -1632508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1632514.625000 Penalty: 4715.450684
	Iteration 84Q: 3 clusters Score -1632515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1632516.250000 Penalty: 4715.450684
	Iteration 85Q: 3 clusters Score -1632516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1632518.625000 Penalty: 4715.450684
	Iteration 86Q: 3 clusters Score -1632519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1632527.625000 Penalty: 4715.450684
	Iteration 87Q: 3 clusters Score -1632528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1632531.750000 Penalty: 4715.450684
	Iteration 88Q: 3 clusters Score -1632532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1632533.250000 Penalty: 4715.450684
	Iteration 89Q: 3 clusters Score -1632533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1632539.625000 Penalty: 4715.450684
	Iteration 90Q: 3 clusters Score -1632540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1632540.125000 Penalty: 4715.450684
	Iteration 91Q: 3 clusters Score -1632540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1632548.250000 Penalty: 4715.450684
	Iteration 92Q: 3 clusters Score -1632548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1632552.375000 Penalty: 4715.450684
	Iteration 93Q: 3 clusters Score -1632552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1632563.000000 Penalty: 4715.450684
	Iteration 94Q: 3 clusters Score -1632563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1632583.500000 Penalty: 4715.450684
	Iteration 95Q: 3 clusters Score -1632584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1632599.500000 Penalty: 4715.450684
	Iteration 96Q: 3 clusters Score -1632600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1632626.875000 Penalty: 4715.450684
	Iteration 97Q: 3 clusters Score -1632627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1632656.125000 Penalty: 4715.450684
	Iteration 98Q: 3 clusters Score -1632656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1632692.250000 Penalty: 4715.450684
	Iteration 99Q: 3 clusters Score -1632692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1632737.000000 Penalty: 4715.450684
	Iteration 100F: 3 clusters Score -1632737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1632792.375000 Penalty: 4715.450684
	Iteration 101Q: 3 clusters Score -1632792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1632849.625000 Penalty: 4715.450684
	Iteration 102Q: 3 clusters Score -1632850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1632910.000000 Penalty: 4715.450684
	Iteration 103Q: 3 clusters Score -1632910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1632979.625000 Penalty: 4715.450684
	Iteration 104Q: 3 clusters Score -1632980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1633051.000000 Penalty: 4715.450684
	Iteration 105Q: 3 clusters Score -1633051 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1633112.625000 Penalty: 4715.450684
	Iteration 106Q: 3 clusters Score -1633113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1633144.750000 Penalty: 4715.450684
	Iteration 107Q: 3 clusters Score -1633145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1633168.750000 Penalty: 4715.450684
	Iteration 108Q: 3 clusters Score -1633169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1633182.250000 Penalty: 4715.450684
	Iteration 109Q: 3 clusters Score -1633182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1633187.000000 Penalty: 4715.450684
	Iteration 110Q: 3 clusters Score -1633187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1633191.625000 Penalty: 4715.450684
	Iteration 111Q: 3 clusters Score -1633192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1633189.750000 Penalty: 4715.450684
	Iteration 112Q: 3 clusters Score -1633190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1633192.125000 Penalty: 4715.450684
	Iteration 113Q: 3 clusters Score -1633192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1633192.875000 Penalty: 4715.450684
	Iteration 114Q: 3 clusters Score -1633193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1633191.375000 Penalty: 4715.450684
	Iteration 115Q: 3 clusters Score -1633191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1633192.625000 Penalty: 4715.450684
	Iteration 116Q: 3 clusters Score -1633193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1633190.625000 Penalty: 4715.450684
	Iteration 117Q: 3 clusters Score -1633191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1633191.125000 Penalty: 4715.450684
	Iteration 118Q: 3 clusters Score -1633191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1633191.125000 Penalty: 4715.450684
	Iteration 119F: 3 clusters Score -1633191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Entering Unmasked Estep 
Score: -2014993.125000 Penalty: 2407.196533
	Iteration 0F: 2 clusters Score -2014993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2003168.250000 Penalty: 4814.393066
	Iteration 0F: 3 clusters Score -2003168 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2007120.750000 Penalty: 4814.393066
	Iteration 1F: 3 clusters Score -2007121 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2007664.250000 Penalty: 4814.393066
	Iteration 2F: 3 clusters Score -2007664 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2008225.750000 Penalty: 4814.393066
	Iteration 3F: 3 clusters Score -2008226 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2008865.375000 Penalty: 4814.393066
	Iteration 4F: 3 clusters Score -2008865 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2009555.500000 Penalty: 4814.393066
	Iteration 5F: 3 clusters Score -2009556 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2010249.750000 Penalty: 4814.393066
	Iteration 6F: 3 clusters Score -2010250 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2010972.625000 Penalty: 4814.393066
	Iteration 7F: 3 clusters Score -2010973 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2011672.875000 Penalty: 4814.393066
	Iteration 8F: 3 clusters Score -2011673 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2012193.000000 Penalty: 4814.393066
	Iteration 9Q: 3 clusters Score -2012193 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2012542.625000 Penalty: 4814.393066
	Iteration 10Q: 3 clusters Score -2012543 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2012758.125000 Penalty: 4814.393066
	Iteration 11Q: 3 clusters Score -2012758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2012897.500000 Penalty: 4814.393066
	Iteration 12Q: 3 clusters Score -2012898 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2012998.500000 Penalty: 4814.393066
	Iteration 13Q: 3 clusters Score -2012998 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2013061.875000 Penalty: 4814.393066
	Iteration 14Q: 3 clusters Score -2013062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2013104.750000 Penalty: 4814.393066
	Iteration 15Q: 3 clusters Score -2013105 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2013138.125000 Penalty: 4814.393066
	Iteration 16Q: 3 clusters Score -2013138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2013162.875000 Penalty: 4814.393066
	Iteration 17Q: 3 clusters Score -2013163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2013181.500000 Penalty: 4814.393066
	Iteration 18Q: 3 clusters Score -2013182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2013190.250000 Penalty: 4814.393066
	Iteration 19Q: 3 clusters Score -2013190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2013202.125000 Penalty: 4814.393066
	Iteration 20F: 3 clusters Score -2013202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2013211.750000 Penalty: 4814.393066
	Iteration 21Q: 3 clusters Score -2013212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2013221.250000 Penalty: 4814.393066
	Iteration 22Q: 3 clusters Score -2013221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2013226.625000 Penalty: 4814.393066
	Iteration 23Q: 3 clusters Score -2013227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2013231.625000 Penalty: 4814.393066
	Iteration 24Q: 3 clusters Score -2013232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2013236.125000 Penalty: 4814.393066
	Iteration 25Q: 3 clusters Score -2013236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2013239.500000 Penalty: 4814.393066
	Iteration 26Q: 3 clusters Score -2013240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2013236.500000 Penalty: 4814.393066
	Iteration 27Q: 3 clusters Score -2013236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2013238.500000 Penalty: 4814.393066
	Iteration 28Q: 3 clusters Score -2013238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2013237.750000 Penalty: 4814.393066
	Iteration 29Q: 3 clusters Score -2013238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2013237.250000 Penalty: 4814.393066
	Iteration 30Q: 3 clusters Score -2013237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2013241.750000 Penalty: 4814.393066
	Iteration 31Q: 3 clusters Score -2013242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2013243.875000 Penalty: 4814.393066
	Iteration 32Q: 3 clusters Score -2013244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2013242.750000 Penalty: 4814.393066
	Iteration 33Q: 3 clusters Score -2013243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2013240.750000 Penalty: 4814.393066
	Iteration 34Q: 3 clusters Score -2013241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2013242.000000 Penalty: 4814.393066
	Iteration 35Q: 3 clusters Score -2013242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2013244.125000 Penalty: 4814.393066
	Iteration 36Q: 3 clusters Score -2013244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2013246.125000 Penalty: 4814.393066
	Iteration 37Q: 3 clusters Score -2013246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2013246.125000 Penalty: 4814.393066
	Iteration 38F: 3 clusters Score -2013246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -545476.000000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -545476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -541276.562500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -541276.6 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -542220.875000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -542220.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -542441.562500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -542441.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -542581.875000 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -542581.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -542692.125000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -542692.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -542814.000000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -542814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -542947.312500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -542947.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -543100.250000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -543100.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -543352.437500 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -543352.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -543771.437500 Penalty: 4165.834473
	Iteration 9F: 3 clusters Score -543771.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -544327.812500 Penalty: 4165.834473
	Iteration 10F: 3 clusters Score -544327.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -544758.125000 Penalty: 4165.834473
	Iteration 11F: 3 clusters Score -544758.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -545040.250000 Penalty: 4165.834473
	Iteration 12F: 3 clusters Score -545040.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -545294.937500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -545294.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -545488.250000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -545488.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -545664.687500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -545664.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -545886.312500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -545886.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -546038.125000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -546038.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -546081.562500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -546081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -546096.750000 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -546096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -546103.062500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -546103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -546106.500000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -546106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -546107.812500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -546107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546108.500000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -546108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546108.500000 Penalty: 4165.834473
	Iteration 24F: 3 clusters Score -546108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Entering Unmasked Estep 
Score: -134493584.000000 Penalty: 231340.203125
Splitting cluster 19 changes total score from -134493296.000000 to -134493584.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 20 (37470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Entering Unmasked Estep 
Score: -4738087.000000 Penalty: 2611.761230
	Iteration 0F: 2 clusters Score -4738087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4712722.500000 Penalty: 5223.522461
	Iteration 0F: 3 clusters Score -4712722 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4721975.000000 Penalty: 5223.522461
	Iteration 1F: 3 clusters Score -4721975 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4722541.500000 Penalty: 5223.522461
	Iteration 2Q: 3 clusters Score -4722542 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4723092.500000 Penalty: 5223.522461
	Iteration 3Q: 3 clusters Score -4723092 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4723767.500000 Penalty: 5223.522461
	Iteration 4Q: 3 clusters Score -4723768 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4724657.000000 Penalty: 5223.522461
	Iteration 5F: 3 clusters Score -4724657 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4725761.500000 Penalty: 5223.522461
	Iteration 6F: 3 clusters Score -4725762 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4727146.500000 Penalty: 5223.522461
	Iteration 7F: 3 clusters Score -4727146 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4728792.500000 Penalty: 5223.522461
	Iteration 8F: 3 clusters Score -4728792 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4730572.500000 Penalty: 5223.522461
	Iteration 9F: 3 clusters Score -4730572 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4732015.000000 Penalty: 5223.522461
	Iteration 10Q: 3 clusters Score -4732015 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4732912.000000 Penalty: 5223.522461
	Iteration 11Q: 3 clusters Score -4732912 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4733402.000000 Penalty: 5223.522461
	Iteration 12Q: 3 clusters Score -4733402 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4733644.500000 Penalty: 5223.522461
	Iteration 13Q: 3 clusters Score -4733644 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4733856.500000 Penalty: 5223.522461
	Iteration 14Q: 3 clusters Score -4733856 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4734027.000000 Penalty: 5223.522461
	Iteration 15Q: 3 clusters Score -4734027 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4734169.000000 Penalty: 5223.522461
	Iteration 16Q: 3 clusters Score -4734169 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4734283.000000 Penalty: 5223.522461
	Iteration 17Q: 3 clusters Score -4734283 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4734379.500000 Penalty: 5223.522461
	Iteration 18Q: 3 clusters Score -4734380 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4734479.500000 Penalty: 5223.522461
	Iteration 19Q: 3 clusters Score -4734480 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4734560.000000 Penalty: 5223.522461
	Iteration 20F: 3 clusters Score -4734560 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4734661.500000 Penalty: 5223.522461
	Iteration 21Q: 3 clusters Score -4734662 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4734741.000000 Penalty: 5223.522461
	Iteration 22Q: 3 clusters Score -4734741 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4734821.500000 Penalty: 5223.522461
	Iteration 23Q: 3 clusters Score -4734822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4734870.500000 Penalty: 5223.522461
	Iteration 24Q: 3 clusters Score -4734870 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4734931.000000 Penalty: 5223.522461
	Iteration 25Q: 3 clusters Score -4734931 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4734983.500000 Penalty: 5223.522461
	Iteration 26Q: 3 clusters Score -4734984 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4735032.000000 Penalty: 5223.522461
	Iteration 27Q: 3 clusters Score -4735032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4735070.000000 Penalty: 5223.522461
	Iteration 28Q: 3 clusters Score -4735070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4735124.000000 Penalty: 5223.522461
	Iteration 29Q: 3 clusters Score -4735124 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4735152.500000 Penalty: 5223.522461
	Iteration 30Q: 3 clusters Score -4735152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -4735172.500000 Penalty: 5223.522461
	Iteration 31Q: 3 clusters Score -4735172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4735196.500000 Penalty: 5223.522461
	Iteration 32Q: 3 clusters Score -4735196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4735229.500000 Penalty: 5223.522461
	Iteration 33Q: 3 clusters Score -4735230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4735263.500000 Penalty: 5223.522461
	Iteration 34Q: 3 clusters Score -4735264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4735310.000000 Penalty: 5223.522461
	Iteration 35Q: 3 clusters Score -4735310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4735346.000000 Penalty: 5223.522461
	Iteration 36Q: 3 clusters Score -4735346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4735374.500000 Penalty: 5223.522461
	Iteration 37Q: 3 clusters Score -4735374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4735402.500000 Penalty: 5223.522461
	Iteration 38Q: 3 clusters Score -4735402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4735426.000000 Penalty: 5223.522461
	Iteration 39Q: 3 clusters Score -4735426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4735462.500000 Penalty: 5223.522461
	Iteration 40F: 3 clusters Score -4735462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4735492.000000 Penalty: 5223.522461
	Iteration 41Q: 3 clusters Score -4735492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4735518.000000 Penalty: 5223.522461
	Iteration 42Q: 3 clusters Score -4735518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4735516.000000 Penalty: 5223.522461
	Iteration 43Q: 3 clusters Score -4735516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4735537.000000 Penalty: 5223.522461
	Iteration 44Q: 3 clusters Score -4735537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4735545.000000 Penalty: 5223.522461
	Iteration 45Q: 3 clusters Score -4735545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4735557.000000 Penalty: 5223.522461
	Iteration 46Q: 3 clusters Score -4735557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4735562.500000 Penalty: 5223.522461
	Iteration 47Q: 3 clusters Score -4735562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4735588.000000 Penalty: 5223.522461
	Iteration 48Q: 3 clusters Score -4735588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4735612.500000 Penalty: 5223.522461
	Iteration 49Q: 3 clusters Score -4735612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4735608.500000 Penalty: 5223.522461
	Iteration 50Q: 3 clusters Score -4735608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4735630.000000 Penalty: 5223.522461
	Iteration 51Q: 3 clusters Score -4735630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4735630.000000 Penalty: 5223.522461
	Iteration 52Q: 3 clusters Score -4735630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4735632.500000 Penalty: 5223.522461
	Iteration 53Q: 3 clusters Score -4735632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4735652.000000 Penalty: 5223.522461
	Iteration 54Q: 3 clusters Score -4735652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4735667.500000 Penalty: 5223.522461
	Iteration 55Q: 3 clusters Score -4735668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4735673.500000 Penalty: 5223.522461
	Iteration 56Q: 3 clusters Score -4735674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4735692.500000 Penalty: 5223.522461
	Iteration 57Q: 3 clusters Score -4735692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4735684.500000 Penalty: 5223.522461
	Iteration 58Q: 3 clusters Score -4735684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4735700.500000 Penalty: 5223.522461
	Iteration 59Q: 3 clusters Score -4735700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4735709.500000 Penalty: 5223.522461
	Iteration 60F: 3 clusters Score -4735710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4735704.000000 Penalty: 5223.522461
	Iteration 61Q: 3 clusters Score -4735704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4735717.500000 Penalty: 5223.522461
	Iteration 62Q: 3 clusters Score -4735718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -4735730.500000 Penalty: 5223.522461
	Iteration 63Q: 3 clusters Score -4735730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4735736.500000 Penalty: 5223.522461
	Iteration 64Q: 3 clusters Score -4735736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4735738.500000 Penalty: 5223.522461
	Iteration 65Q: 3 clusters Score -4735738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4735761.000000 Penalty: 5223.522461
	Iteration 66Q: 3 clusters Score -4735761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4735768.500000 Penalty: 5223.522461
	Iteration 67Q: 3 clusters Score -4735768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4735777.500000 Penalty: 5223.522461
	Iteration 68Q: 3 clusters Score -4735778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4735778.000000 Penalty: 5223.522461
	Iteration 69Q: 3 clusters Score -4735778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4735780.500000 Penalty: 5223.522461
	Iteration 70Q: 3 clusters Score -4735780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4735785.000000 Penalty: 5223.522461
	Iteration 71Q: 3 clusters Score -4735785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4735787.000000 Penalty: 5223.522461
	Iteration 72Q: 3 clusters Score -4735787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4735782.500000 Penalty: 5223.522461
	Iteration 73Q: 3 clusters Score -4735782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4735789.000000 Penalty: 5223.522461
	Iteration 74Q: 3 clusters Score -4735789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4735790.000000 Penalty: 5223.522461
	Iteration 75Q: 3 clusters Score -4735790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4735789.000000 Penalty: 5223.522461
	Iteration 76Q: 3 clusters Score -4735789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4735788.000000 Penalty: 5223.522461
	Iteration 77Q: 3 clusters Score -4735788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4735790.000000 Penalty: 5223.522461
	Iteration 78Q: 3 clusters Score -4735790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4735798.000000 Penalty: 5223.522461
	Iteration 79Q: 3 clusters Score -4735798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4735804.500000 Penalty: 5223.522461
	Iteration 80F: 3 clusters Score -4735804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4735802.000000 Penalty: 5223.522461
	Iteration 81Q: 3 clusters Score -4735802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4735801.500000 Penalty: 5223.522461
	Iteration 82Q: 3 clusters Score -4735802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4735804.000000 Penalty: 5223.522461
	Iteration 83Q: 3 clusters Score -4735804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4735801.500000 Penalty: 5223.522461
	Iteration 84Q: 3 clusters Score -4735802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4735816.000000 Penalty: 5223.522461
	Iteration 85Q: 3 clusters Score -4735816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4735817.000000 Penalty: 5223.522461
	Iteration 86Q: 3 clusters Score -4735817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4735815.500000 Penalty: 5223.522461
	Iteration 87Q: 3 clusters Score -4735816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4735821.000000 Penalty: 5223.522461
	Iteration 88Q: 3 clusters Score -4735821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4735832.000000 Penalty: 5223.522461
	Iteration 89Q: 3 clusters Score -4735832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4735833.500000 Penalty: 5223.522461
	Iteration 90Q: 3 clusters Score -4735834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4735833.500000 Penalty: 5223.522461
	Iteration 91Q: 3 clusters Score -4735834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4735837.500000 Penalty: 5223.522461
	Iteration 92Q: 3 clusters Score -4735838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4735838.000000 Penalty: 5223.522461
	Iteration 93Q: 3 clusters Score -4735838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4735842.500000 Penalty: 5223.522461
	Iteration 94Q: 3 clusters Score -4735842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4735841.500000 Penalty: 5223.522461
	Iteration 95Q: 3 clusters Score -4735842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4735841.500000 Penalty: 5223.522461
	Iteration 96F: 3 clusters Score -4735842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Entering Unmasked Estep 
Score: -5955793.000000 Penalty: 2690.066650
	Iteration 0F: 2 clusters Score -5955793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5921189.500000 Penalty: 5380.133301
	Iteration 0F: 3 clusters Score -5921190 nChanged 23678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5934706.500000 Penalty: 5380.133301
	Iteration 1F: 3 clusters Score -5934706 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5935482.000000 Penalty: 5380.133301
	Iteration 2Q: 3 clusters Score -5935482 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5936317.000000 Penalty: 5380.133301
	Iteration 3Q: 3 clusters Score -5936317 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5937205.500000 Penalty: 5380.133301
	Iteration 4Q: 3 clusters Score -5937206 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5938422.000000 Penalty: 5380.133301
	Iteration 5Q: 3 clusters Score -5938422 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5940081.000000 Penalty: 5380.133301
	Iteration 6F: 3 clusters Score -5940081 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5942309.000000 Penalty: 5380.133301
	Iteration 7F: 3 clusters Score -5942309 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -5944849.500000 Penalty: 5380.133301
	Iteration 8F: 3 clusters Score -5944850 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -5947458.500000 Penalty: 5380.133301
	Iteration 9F: 3 clusters Score -5947458 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5949679.000000 Penalty: 5380.133301
	Iteration 10F: 3 clusters Score -5949679 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5951250.500000 Penalty: 5380.133301
	Iteration 11Q: 3 clusters Score -5951250 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5952248.000000 Penalty: 5380.133301
	Iteration 12Q: 3 clusters Score -5952248 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5952830.500000 Penalty: 5380.133301
	Iteration 13Q: 3 clusters Score -5952830 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5953146.500000 Penalty: 5380.133301
	Iteration 14Q: 3 clusters Score -5953146 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5953342.500000 Penalty: 5380.133301
	Iteration 15Q: 3 clusters Score -5953342 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5953464.500000 Penalty: 5380.133301
	Iteration 16Q: 3 clusters Score -5953464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5953521.000000 Penalty: 5380.133301
	Iteration 17Q: 3 clusters Score -5953521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5953563.000000 Penalty: 5380.133301
	Iteration 18Q: 3 clusters Score -5953563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5953594.000000 Penalty: 5380.133301
	Iteration 19Q: 3 clusters Score -5953594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5953621.500000 Penalty: 5380.133301
	Iteration 20F: 3 clusters Score -5953622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5953639.000000 Penalty: 5380.133301
	Iteration 21Q: 3 clusters Score -5953639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5953654.000000 Penalty: 5380.133301
	Iteration 22Q: 3 clusters Score -5953654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5953663.500000 Penalty: 5380.133301
	Iteration 23Q: 3 clusters Score -5953664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5953664.500000 Penalty: 5380.133301
	Iteration 24Q: 3 clusters Score -5953664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5953670.500000 Penalty: 5380.133301
	Iteration 25Q: 3 clusters Score -5953670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5953675.000000 Penalty: 5380.133301
	Iteration 26Q: 3 clusters Score -5953675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5953671.500000 Penalty: 5380.133301
	Iteration 27Q: 3 clusters Score -5953672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5953673.000000 Penalty: 5380.133301
	Iteration 28Q: 3 clusters Score -5953673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5953676.500000 Penalty: 5380.133301
	Iteration 29Q: 3 clusters Score -5953676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5953677.000000 Penalty: 5380.133301
	Iteration 30Q: 3 clusters Score -5953677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5953677.000000 Penalty: 5380.133301
	Iteration 31F: 3 clusters Score -5953677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -659076.875000 Penalty: 2135.449463
	Iteration 0F: 2 clusters Score -659076.9 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 2763 members 
Entering Unmasked Estep 
Score: -654245.875000 Penalty: 4270.898926
	Iteration 0F: 3 clusters Score -654245.9 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -655527.125000 Penalty: 4270.898926
	Iteration 1F: 3 clusters Score -655527.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -655945.125000 Penalty: 4270.898926
	Iteration 2F: 3 clusters Score -655945.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -656348.375000 Penalty: 4270.898926
	Iteration 3F: 3 clusters Score -656348.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -656759.250000 Penalty: 4270.898926
	Iteration 4F: 3 clusters Score -656759.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -657206.312500 Penalty: 4270.898926
	Iteration 5F: 3 clusters Score -657206.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -657734.000000 Penalty: 4270.898926
	Iteration 6F: 3 clusters Score -657734 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -658307.125000 Penalty: 4270.898926
	Iteration 7F: 3 clusters Score -658307.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -658872.062500 Penalty: 4270.898926
	Iteration 8F: 3 clusters Score -658872.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -659231.312500 Penalty: 4270.898926
	Iteration 9Q: 3 clusters Score -659231.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -659419.250000 Penalty: 4270.898926
	Iteration 10Q: 3 clusters Score -659419.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -659512.812500 Penalty: 4270.898926
	Iteration 11Q: 3 clusters Score -659512.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -659553.875000 Penalty: 4270.898926
	Iteration 12Q: 3 clusters Score -659553.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -659578.937500 Penalty: 4270.898926
	Iteration 13Q: 3 clusters Score -659578.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -659602.750000 Penalty: 4270.898926
	Iteration 14Q: 3 clusters Score -659602.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -659655.937500 Penalty: 4270.898926
	Iteration 15Q: 3 clusters Score -659655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -659753.750000 Penalty: 4270.898926
	Iteration 16Q: 3 clusters Score -659753.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -659833.312500 Penalty: 4270.898926
	Iteration 17Q: 3 clusters Score -659833.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -659874.875000 Penalty: 4270.898926
	Iteration 18Q: 3 clusters Score -659874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -659902.312500 Penalty: 4270.898926
	Iteration 19Q: 3 clusters Score -659902.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -659931.937500 Penalty: 4270.898926
	Iteration 20F: 3 clusters Score -659931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -659950.500000 Penalty: 4270.898926
	Iteration 21Q: 3 clusters Score -659950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -659960.187500 Penalty: 4270.898926
	Iteration 22Q: 3 clusters Score -659960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -659962.812500 Penalty: 4270.898926
	Iteration 23Q: 3 clusters Score -659962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -659966.562500 Penalty: 4270.898926
	Iteration 24Q: 3 clusters Score -659966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -659971.812500 Penalty: 4270.898926
	Iteration 25Q: 3 clusters Score -659971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -659974.000000 Penalty: 4270.898926
	Iteration 26Q: 3 clusters Score -659974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -659974.000000 Penalty: 4270.898926
	Iteration 27F: 3 clusters Score -659974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 2059 members 
Entering Unmasked Estep 
Score: -134493024.000000 Penalty: 234793.031250
Splitting cluster 22 changes total score from -134493296.000000 to -134493024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -656035.125000 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -656035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -651357.000000 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -651357 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -652559.562500 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -652559.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -652809.875000 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -652809.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -653004.250000 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -653004.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -653183.062500 Penalty: 4256.135742
	Iteration 4Q: 3 clusters Score -653183.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -653391.500000 Penalty: 4256.135742
	Iteration 5Q: 3 clusters Score -653391.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -653654.437500 Penalty: 4256.135742
	Iteration 6F: 3 clusters Score -653654.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -653962.562500 Penalty: 4256.135742
	Iteration 7F: 3 clusters Score -653962.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -654230.062500 Penalty: 4256.135742
	Iteration 8F: 3 clusters Score -654230.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -654455.437500 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -654455.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -654639.375000 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -654639.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -654765.750000 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -654765.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -654830.062500 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -654830.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -654871.562500 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -654871.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -654895.500000 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -654895.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -654904.187500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -654904.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -654910.125000 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -654910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -654915.500000 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -654915.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -654920.312500 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -654920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -654923.187500 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -654923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -654927.562500 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -654927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -654930.187500 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -654930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -654932.187500 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -654932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -654932.625000 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -654932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -654932.500000 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -654932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -654932.500000 Penalty: 4256.135742
	Iteration 25F: 3 clusters Score -654932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -46405.656250 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -46405.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44988.042969 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -44988.04 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45498.164062 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -45498.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45790.601562 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -45790.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45944.089844 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -45944.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46095.925781 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -46095.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46261.929688 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -46261.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46361.429688 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -46361.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46449.304688 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -46449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46517.636719 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -46517.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46541.773438 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -46541.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46554.535156 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -46554.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46556.730469 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -46556.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46566.925781 Penalty: 3223.147949
	Iteration 12F: 3 clusters Score -46566.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46609.792969 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -46609.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46644.335938 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -46644.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46681.406250 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -46681.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46695.171875 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -46695.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46698.359375 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -46698.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46699.417969 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -46699.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46699.417969 Penalty: 3223.147949
	Iteration 19F: 3 clusters Score -46699.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 175 members 
Entering Unmasked Estep 
Score: -134491952.000000 Penalty: 234793.031250
Splitting cluster 24 changes total score from -134493296.000000 to -134491952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -688028.500000 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -688028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -683096.937500 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -683096.9 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -684306.812500 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -684306.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -684550.062500 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -684550.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -684689.062500 Penalty: 4289.343750
	Iteration 3Q: 3 clusters Score -684689.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -684791.062500 Penalty: 4289.343750
	Iteration 4Q: 3 clusters Score -684791.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -684886.312500 Penalty: 4289.343750
	Iteration 5Q: 3 clusters Score -684886.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -684971.750000 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -684971.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -685050.500000 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -685050.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -685131.937500 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -685131.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -685209.250000 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -685209.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -685283.812500 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -685283.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -685353.000000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -685353 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -685415.562500 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -685415.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -685480.625000 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -685480.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -685555.500000 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -685555.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -685639.750000 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -685639.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -685715.500000 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -685715.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -685786.875000 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -685786.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -685863.812500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -685863.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -685943.375000 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -685943.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -686041.187500 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -686041.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -686170.937500 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -686170.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -686318.937500 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -686318.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -686532.125000 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -686532.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -686823.062500 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -686823.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -687143.000000 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -687143 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687449.375000 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -687449.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -687685.375000 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -687685.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -687848.437500 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -687848.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -687934.937500 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -687934.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -687978.000000 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -687978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -688007.562500 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -688007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -688024.750000 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -688024.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -688031.375000 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -688031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -688031.875000 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -688031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -688036.125000 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -688036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -688038.062500 Penalty: 4289.343750
	Iteration 36Q: 3 clusters Score -688038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -688038.000000 Penalty: 4289.343750
	Iteration 37Q: 3 clusters Score -688038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -688037.875000 Penalty: 4289.343750
	Iteration 38Q: 3 clusters Score -688037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -688037.750000 Penalty: 4289.343750
	Iteration 39Q: 3 clusters Score -688037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -688037.750000 Penalty: 4289.343750
	Iteration 40F: 3 clusters Score -688037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 2505 members 
Entering Unmasked Estep 
Score: -134492144.000000 Penalty: 234793.031250
Splitting cluster 25 changes total score from -134493296.000000 to -134492144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -41191.589844 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -41191.59 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 161 members 
Entering Unmasked Estep 
Score: -40225.070312 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -40225.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40551.558594 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -40551.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40728.765625 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -40728.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40828.664062 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -40828.66 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: -40895.050781 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -40895.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40916.500000 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -40916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40916.500000 Penalty: 2834.011475
	Iteration 6F: 3 clusters Score -40916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -231446.093750 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -231446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229252.640625 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -229252.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230214.421875 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -230214.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -230859.312500 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -230859.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231303.093750 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -231303.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -231668.453125 Penalty: 3629.008057
	Iteration 4F: 3 clusters Score -231668.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232040.796875 Penalty: 3629.008057
	Iteration 5F: 3 clusters Score -232040.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -232305.500000 Penalty: 3629.008057
	Iteration 6F: 3 clusters Score -232305.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -232472.828125 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -232472.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -232621.203125 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -232621.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -232706.031250 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -232706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -232727.500000 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -232727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -232735.750000 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -232735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -232735.593750 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -232735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -232737.953125 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -232738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -232739.625000 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -232739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -232742.781250 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -232742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -232742.234375 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -232742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -232743.312500 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -232743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -232743.312500 Penalty: 3629.008057
	Iteration 18F: 3 clusters Score -232743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 502 members 
Entering Unmasked Estep 
Score: -134493152.000000 Penalty: 234793.031250
Splitting cluster 27 changes total score from -134493296.000000 to -134493152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -645828.937500 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -645828.9 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 2688 members 
Entering Unmasked Estep 
Score: -641019.312500 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -641019.3 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -642376.812500 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -642376.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -642935.687500 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -642935.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -643469.187500 Penalty: 4260.306641
	Iteration 3F: 3 clusters Score -643469.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -643907.562500 Penalty: 4260.306641
	Iteration 4F: 3 clusters Score -643907.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -644213.687500 Penalty: 4260.306641
	Iteration 5F: 3 clusters Score -644213.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -644417.250000 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -644417.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -644650.500000 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -644650.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -644921.562500 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -644921.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -645225.562500 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -645225.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -645519.562500 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -645519.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -645727.875000 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -645727.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -645833.312500 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -645833.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -645891.875000 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -645891.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -645923.500000 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -645923.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -645933.812500 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -645933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -645938.500000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -645938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -645947.750000 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -645947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -645950.750000 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -645950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -645955.000000 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -645955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -645958.875000 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -645958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -645962.000000 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -645962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -645963.187500 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -645963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -645964.875000 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -645964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -645965.375000 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -645965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -645966.750000 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -645966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -645968.250000 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -645968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -645970.437500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -645970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -645969.625000 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -645969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -645970.250000 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -645970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -645971.125000 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -645971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -645971.562500 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -645971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -645972.437500 Penalty: 4260.306641
	Iteration 32Q: 3 clusters Score -645972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -645972.437500 Penalty: 4260.306641
	Iteration 33F: 3 clusters Score -645972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 2088 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 3286 members 
Entering Unmasked Estep 
Score: -134492400.000000 Penalty: 234793.031250
Splitting cluster 28 changes total score from -134493296.000000 to -134492400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -756880.250000 Penalty: 2166.051270
	Iteration 0F: 2 clusters Score -756880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -751505.250000 Penalty: 4332.102539
	Iteration 0F: 3 clusters Score -751505.2 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -752947.562500 Penalty: 4332.102539
	Iteration 1F: 3 clusters Score -752947.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -753269.812500 Penalty: 4332.102539
	Iteration 2F: 3 clusters Score -753269.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -753526.375000 Penalty: 4332.102539
	Iteration 3F: 3 clusters Score -753526.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -753748.062500 Penalty: 4332.102539
	Iteration 4F: 3 clusters Score -753748.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -753950.437500 Penalty: 4332.102539
	Iteration 5Q: 3 clusters Score -753950.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -754132.250000 Penalty: 4332.102539
	Iteration 6Q: 3 clusters Score -754132.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -754282.250000 Penalty: 4332.102539
	Iteration 7Q: 3 clusters Score -754282.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -754431.687500 Penalty: 4332.102539
	Iteration 8Q: 3 clusters Score -754431.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -754572.625000 Penalty: 4332.102539
	Iteration 9Q: 3 clusters Score -754572.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -754702.625000 Penalty: 4332.102539
	Iteration 10Q: 3 clusters Score -754702.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -754810.187500 Penalty: 4332.102539
	Iteration 11Q: 3 clusters Score -754810.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -754923.312500 Penalty: 4332.102539
	Iteration 12Q: 3 clusters Score -754923.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -755029.500000 Penalty: 4332.102539
	Iteration 13Q: 3 clusters Score -755029.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -755128.750000 Penalty: 4332.102539
	Iteration 14Q: 3 clusters Score -755128.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -755225.750000 Penalty: 4332.102539
	Iteration 15Q: 3 clusters Score -755225.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -755314.250000 Penalty: 4332.102539
	Iteration 16Q: 3 clusters Score -755314.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -755385.000000 Penalty: 4332.102539
	Iteration 17Q: 3 clusters Score -755385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -755447.812500 Penalty: 4332.102539
	Iteration 18Q: 3 clusters Score -755447.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -755496.812500 Penalty: 4332.102539
	Iteration 19Q: 3 clusters Score -755496.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -755541.000000 Penalty: 4332.102539
	Iteration 20F: 3 clusters Score -755541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -755575.250000 Penalty: 4332.102539
	Iteration 21Q: 3 clusters Score -755575.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -755621.250000 Penalty: 4332.102539
	Iteration 22Q: 3 clusters Score -755621.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -755658.500000 Penalty: 4332.102539
	Iteration 23Q: 3 clusters Score -755658.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -755692.125000 Penalty: 4332.102539
	Iteration 24Q: 3 clusters Score -755692.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -755718.687500 Penalty: 4332.102539
	Iteration 25Q: 3 clusters Score -755718.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -755736.250000 Penalty: 4332.102539
	Iteration 26Q: 3 clusters Score -755736.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -755748.812500 Penalty: 4332.102539
	Iteration 27Q: 3 clusters Score -755748.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -755763.500000 Penalty: 4332.102539
	Iteration 28Q: 3 clusters Score -755763.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -755783.625000 Penalty: 4332.102539
	Iteration 29Q: 3 clusters Score -755783.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -755800.500000 Penalty: 4332.102539
	Iteration 30Q: 3 clusters Score -755800.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -755813.500000 Penalty: 4332.102539
	Iteration 31Q: 3 clusters Score -755813.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -755820.937500 Penalty: 4332.102539
	Iteration 32Q: 3 clusters Score -755820.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -755825.125000 Penalty: 4332.102539
	Iteration 33Q: 3 clusters Score -755825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -755830.875000 Penalty: 4332.102539
	Iteration 34Q: 3 clusters Score -755830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -755833.812500 Penalty: 4332.102539
	Iteration 35Q: 3 clusters Score -755833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -755835.437500 Penalty: 4332.102539
	Iteration 36Q: 3 clusters Score -755835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -755838.125000 Penalty: 4332.102539
	Iteration 37Q: 3 clusters Score -755838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -755837.250000 Penalty: 4332.102539
	Iteration 38Q: 3 clusters Score -755837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -755839.562500 Penalty: 4332.102539
	Iteration 39Q: 3 clusters Score -755839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -755839.312500 Penalty: 4332.102539
	Iteration 40F: 3 clusters Score -755839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -755840.000000 Penalty: 4332.102539
	Iteration 41Q: 3 clusters Score -755840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -755842.062500 Penalty: 4332.102539
	Iteration 42Q: 3 clusters Score -755842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -755843.562500 Penalty: 4332.102539
	Iteration 43Q: 3 clusters Score -755843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -755843.125000 Penalty: 4332.102539
	Iteration 44Q: 3 clusters Score -755843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -755843.625000 Penalty: 4332.102539
	Iteration 45Q: 3 clusters Score -755843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -755844.375000 Penalty: 4332.102539
	Iteration 46Q: 3 clusters Score -755844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -755844.687500 Penalty: 4332.102539
	Iteration 47Q: 3 clusters Score -755844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -755846.375000 Penalty: 4332.102539
	Iteration 48Q: 3 clusters Score -755846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -755848.437500 Penalty: 4332.102539
	Iteration 49Q: 3 clusters Score -755848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -755846.687500 Penalty: 4332.102539
	Iteration 50Q: 3 clusters Score -755846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -755848.937500 Penalty: 4332.102539
	Iteration 51Q: 3 clusters Score -755848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -755851.187500 Penalty: 4332.102539
	Iteration 52Q: 3 clusters Score -755851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -755851.312500 Penalty: 4332.102539
	Iteration 53Q: 3 clusters Score -755851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -755851.875000 Penalty: 4332.102539
	Iteration 54Q: 3 clusters Score -755851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -755851.625000 Penalty: 4332.102539
	Iteration 55Q: 3 clusters Score -755851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -755851.937500 Penalty: 4332.102539
	Iteration 56Q: 3 clusters Score -755851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -755851.937500 Penalty: 4332.102539
	Iteration 57F: 3 clusters Score -755851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1246668.875000 Penalty: 2288.393799
	Iteration 0F: 2 clusters Score -1246669 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 5126 members 
Entering Unmasked Estep 
Score: -1238888.625000 Penalty: 4576.787598
	Iteration 0F: 3 clusters Score -1238889 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1241179.000000 Penalty: 4576.787598
	Iteration 1F: 3 clusters Score -1241179 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1241505.750000 Penalty: 4576.787598
	Iteration 2F: 3 clusters Score -1241506 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1241762.375000 Penalty: 4576.787598
	Iteration 3F: 3 clusters Score -1241762 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1242007.000000 Penalty: 4576.787598
	Iteration 4Q: 3 clusters Score -1242007 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1242242.000000 Penalty: 4576.787598
	Iteration 5Q: 3 clusters Score -1242242 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1242542.500000 Penalty: 4576.787598
	Iteration 6Q: 3 clusters Score -1242542 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1242863.250000 Penalty: 4576.787598
	Iteration 7Q: 3 clusters Score -1242863 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1243207.375000 Penalty: 4576.787598
	Iteration 8Q: 3 clusters Score -1243207 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1243538.875000 Penalty: 4576.787598
	Iteration 9Q: 3 clusters Score -1243539 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1243823.750000 Penalty: 4576.787598
	Iteration 10Q: 3 clusters Score -1243824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1244031.875000 Penalty: 4576.787598
	Iteration 11Q: 3 clusters Score -1244032 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1244173.750000 Penalty: 4576.787598
	Iteration 12Q: 3 clusters Score -1244174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1244255.250000 Penalty: 4576.787598
	Iteration 13Q: 3 clusters Score -1244255 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1244309.875000 Penalty: 4576.787598
	Iteration 14Q: 3 clusters Score -1244310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1244364.625000 Penalty: 4576.787598
	Iteration 15Q: 3 clusters Score -1244365 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1244424.750000 Penalty: 4576.787598
	Iteration 16Q: 3 clusters Score -1244425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1244473.125000 Penalty: 4576.787598
	Iteration 17Q: 3 clusters Score -1244473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1244516.625000 Penalty: 4576.787598
	Iteration 18Q: 3 clusters Score -1244517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1244557.125000 Penalty: 4576.787598
	Iteration 19Q: 3 clusters Score -1244557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1244584.000000 Penalty: 4576.787598
	Iteration 20F: 3 clusters Score -1244584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1244621.625000 Penalty: 4576.787598
	Iteration 21Q: 3 clusters Score -1244622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1244654.125000 Penalty: 4576.787598
	Iteration 22Q: 3 clusters Score -1244654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1244680.750000 Penalty: 4576.787598
	Iteration 23Q: 3 clusters Score -1244681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1244704.875000 Penalty: 4576.787598
	Iteration 24Q: 3 clusters Score -1244705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1244722.000000 Penalty: 4576.787598
	Iteration 25Q: 3 clusters Score -1244722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1244742.500000 Penalty: 4576.787598
	Iteration 26Q: 3 clusters Score -1244742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1244755.000000 Penalty: 4576.787598
	Iteration 27Q: 3 clusters Score -1244755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1244767.000000 Penalty: 4576.787598
	Iteration 28Q: 3 clusters Score -1244767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1244780.125000 Penalty: 4576.787598
	Iteration 29Q: 3 clusters Score -1244780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1244789.125000 Penalty: 4576.787598
	Iteration 30Q: 3 clusters Score -1244789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1244796.625000 Penalty: 4576.787598
	Iteration 31Q: 3 clusters Score -1244797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1244802.875000 Penalty: 4576.787598
	Iteration 32Q: 3 clusters Score -1244803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1244807.250000 Penalty: 4576.787598
	Iteration 33Q: 3 clusters Score -1244807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1244810.750000 Penalty: 4576.787598
	Iteration 34Q: 3 clusters Score -1244811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1244816.500000 Penalty: 4576.787598
	Iteration 35Q: 3 clusters Score -1244816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1244819.375000 Penalty: 4576.787598
	Iteration 36Q: 3 clusters Score -1244819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1244820.750000 Penalty: 4576.787598
	Iteration 37Q: 3 clusters Score -1244821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1244824.500000 Penalty: 4576.787598
	Iteration 38Q: 3 clusters Score -1244824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1244825.625000 Penalty: 4576.787598
	Iteration 39Q: 3 clusters Score -1244826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1244831.250000 Penalty: 4576.787598
	Iteration 40F: 3 clusters Score -1244831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1244837.875000 Penalty: 4576.787598
	Iteration 41Q: 3 clusters Score -1244838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1244843.750000 Penalty: 4576.787598
	Iteration 42Q: 3 clusters Score -1244844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1244843.750000 Penalty: 4576.787598
	Iteration 43Q: 3 clusters Score -1244844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1244848.250000 Penalty: 4576.787598
	Iteration 44Q: 3 clusters Score -1244848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1244853.875000 Penalty: 4576.787598
	Iteration 45Q: 3 clusters Score -1244854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1244856.000000 Penalty: 4576.787598
	Iteration 46Q: 3 clusters Score -1244856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1244859.375000 Penalty: 4576.787598
	Iteration 47Q: 3 clusters Score -1244859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1244862.250000 Penalty: 4576.787598
	Iteration 48Q: 3 clusters Score -1244862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1244861.625000 Penalty: 4576.787598
	Iteration 49Q: 3 clusters Score -1244862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1244862.875000 Penalty: 4576.787598
	Iteration 50Q: 3 clusters Score -1244863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1244864.375000 Penalty: 4576.787598
	Iteration 51Q: 3 clusters Score -1244864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1244867.500000 Penalty: 4576.787598
	Iteration 52Q: 3 clusters Score -1244868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1244871.000000 Penalty: 4576.787598
	Iteration 53Q: 3 clusters Score -1244871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1244876.750000 Penalty: 4576.787598
	Iteration 54Q: 3 clusters Score -1244877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1244878.250000 Penalty: 4576.787598
	Iteration 55Q: 3 clusters Score -1244878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1244875.750000 Penalty: 4576.787598
	Iteration 56Q: 3 clusters Score -1244876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1244873.750000 Penalty: 4576.787598
	Iteration 57Q: 3 clusters Score -1244874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1244876.000000 Penalty: 4576.787598
	Iteration 58Q: 3 clusters Score -1244876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1244876.750000 Penalty: 4576.787598
	Iteration 59Q: 3 clusters Score -1244877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1244877.250000 Penalty: 4576.787598
	Iteration 60F: 3 clusters Score -1244877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1244874.125000 Penalty: 4576.787598
	Iteration 61Q: 3 clusters Score -1244874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1244878.375000 Penalty: 4576.787598
	Iteration 62Q: 3 clusters Score -1244878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1244879.125000 Penalty: 4576.787598
	Iteration 63Q: 3 clusters Score -1244879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1244879.375000 Penalty: 4576.787598
	Iteration 64Q: 3 clusters Score -1244879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1244877.000000 Penalty: 4576.787598
	Iteration 65Q: 3 clusters Score -1244877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1244879.000000 Penalty: 4576.787598
	Iteration 66Q: 3 clusters Score -1244879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1244879.000000 Penalty: 4576.787598
	Iteration 67F: 3 clusters Score -1244879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Entering Unmasked Estep 
Score: -3611420.750000 Penalty: 2548.887451
	Iteration 0F: 2 clusters Score -3611421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3591386.500000 Penalty: 5097.774902
	Iteration 0F: 3 clusters Score -3591386 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3598787.000000 Penalty: 5097.774902
	Iteration 1F: 3 clusters Score -3598787 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3599371.000000 Penalty: 5097.774902
	Iteration 2F: 3 clusters Score -3599371 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3599914.500000 Penalty: 5097.774902
	Iteration 3Q: 3 clusters Score -3599914 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3600418.000000 Penalty: 5097.774902
	Iteration 4Q: 3 clusters Score -3600418 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3600911.000000 Penalty: 5097.774902
	Iteration 5Q: 3 clusters Score -3600911 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3601472.500000 Penalty: 5097.774902
	Iteration 6Q: 3 clusters Score -3601472 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3602066.750000 Penalty: 5097.774902
	Iteration 7Q: 3 clusters Score -3602067 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3602653.750000 Penalty: 5097.774902
	Iteration 8Q: 3 clusters Score -3602654 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3603271.000000 Penalty: 5097.774902
	Iteration 9Q: 3 clusters Score -3603271 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3604048.750000 Penalty: 5097.774902
	Iteration 10Q: 3 clusters Score -3604049 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3604865.500000 Penalty: 5097.774902
	Iteration 11Q: 3 clusters Score -3604866 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3605672.000000 Penalty: 5097.774902
	Iteration 12Q: 3 clusters Score -3605672 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3606409.500000 Penalty: 5097.774902
	Iteration 13Q: 3 clusters Score -3606410 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3607009.000000 Penalty: 5097.774902
	Iteration 14Q: 3 clusters Score -3607009 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3607364.750000 Penalty: 5097.774902
	Iteration 15Q: 3 clusters Score -3607365 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3607652.750000 Penalty: 5097.774902
	Iteration 16Q: 3 clusters Score -3607653 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3607819.500000 Penalty: 5097.774902
	Iteration 17Q: 3 clusters Score -3607820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3607955.250000 Penalty: 5097.774902
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3608059 nChanged 295
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Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3608137 nChanged 274
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Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3608201 nChanged 248
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Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3608272 nChanged 250
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Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3608358 nChanged 231
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Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3608433 nChanged 196
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Mstep: Class 2 contains 6173 members 
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	Iteration 25Q: 3 clusters Score -3608485 nChanged 207
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Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3608550 nChanged 204
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Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3608595 nChanged 176
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Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3608659 nChanged 172
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Mstep: Class 2 contains 5462 members 
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	Iteration 29Q: 3 clusters Score -3608696 nChanged 164
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3608785 nChanged 151
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	Iteration 32Q: 3 clusters Score -3608818 nChanged 169
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	Iteration 33Q: 3 clusters Score -3608866 nChanged 154
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	Iteration 34Q: 3 clusters Score -3608907 nChanged 155
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	Iteration 38Q: 3 clusters Score -3609073 nChanged 114
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	Iteration 39Q: 3 clusters Score -3609110 nChanged 118
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Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3609133 nChanged 116
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	Iteration 41Q: 3 clusters Score -3609172 nChanged 121
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3609212 nChanged 109
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	Iteration 43Q: 3 clusters Score -3609238 nChanged 101
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	Iteration 50Q: 3 clusters Score -3609389 nChanged 71
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	Iteration 51Q: 3 clusters Score -3609416 nChanged 71
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	Iteration 53Q: 3 clusters Score -3609455 nChanged 67
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	Iteration 56Q: 3 clusters Score -3609527 nChanged 60
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	Iteration 60F: 3 clusters Score -3609588 nChanged 41
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	Iteration 61Q: 3 clusters Score -3609601 nChanged 37
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	Iteration 62Q: 3 clusters Score -3609601 nChanged 27
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	Iteration 63Q: 3 clusters Score -3609605 nChanged 20
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	Iteration 64Q: 3 clusters Score -3609604 nChanged 22
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	Iteration 65Q: 3 clusters Score -3609603 nChanged 25
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	Iteration 66Q: 3 clusters Score -3609609 nChanged 24
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	Iteration 67Q: 3 clusters Score -3609607 nChanged 27
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	Iteration 68Q: 3 clusters Score -3609616 nChanged 20
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	Iteration 69Q: 3 clusters Score -3609623 nChanged 22
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	Iteration 70Q: 3 clusters Score -3609633 nChanged 25
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	Iteration 71Q: 3 clusters Score -3609642 nChanged 28
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	Iteration 72Q: 3 clusters Score -3609649 nChanged 33
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	Iteration 73Q: 3 clusters Score -3609658 nChanged 24
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	Iteration 74Q: 3 clusters Score -3609664 nChanged 24
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	Iteration 75Q: 3 clusters Score -3609673 nChanged 26
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	Iteration 76Q: 3 clusters Score -3609676 nChanged 17
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	Iteration 77Q: 3 clusters Score -3609690 nChanged 17
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	Iteration 78Q: 3 clusters Score -3609684 nChanged 16
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	Iteration 79Q: 3 clusters Score -3609691 nChanged 18
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	Iteration 80F: 3 clusters Score -3609695 nChanged 12
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	Iteration 81Q: 3 clusters Score -3609694 nChanged 11
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	Iteration 82Q: 3 clusters Score -3609701 nChanged 13
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	Iteration 83Q: 3 clusters Score -3609700 nChanged 11
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	Iteration 84Q: 3 clusters Score -3609700 nChanged 7
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	Iteration 85Q: 3 clusters Score -3609702 nChanged 7
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	Iteration 86Q: 3 clusters Score -3609697 nChanged 6
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	Iteration 87Q: 3 clusters Score -3609700 nChanged 5
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	Iteration 88Q: 3 clusters Score -3609700 nChanged 5
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	Iteration 89Q: 3 clusters Score -3609703 nChanged 2
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	Iteration 90Q: 3 clusters Score -3609699 nChanged 1
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	Iteration 91Q: 3 clusters Score -3609699 nChanged 1
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	Iteration 92Q: 3 clusters Score -3609698 nChanged 3
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	Iteration 93Q: 3 clusters Score -3609700 nChanged 1
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	Iteration 94Q: 3 clusters Score -3609702 nChanged 2
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	Iteration 95Q: 3 clusters Score -3609702 nChanged 2
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	Iteration 96Q: 3 clusters Score -3609701 nChanged 3
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	Iteration 97Q: 3 clusters Score -3609698 nChanged 3
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	Iteration 98Q: 3 clusters Score -3609702 nChanged 3
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	Iteration 99Q: 3 clusters Score -3609700 nChanged 3
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	Iteration 100F: 3 clusters Score -3609704 nChanged 2
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	Iteration 101Q: 3 clusters Score -3609703 nChanged 2
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	Iteration 102Q: 3 clusters Score -3609709 nChanged 2
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	Iteration 103Q: 3 clusters Score -3609707 nChanged 3
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	Iteration 104Q: 3 clusters Score -3609710 nChanged 5
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	Iteration 105Q: 3 clusters Score -3609719 nChanged 3
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	Iteration 106Q: 3 clusters Score -3609716 nChanged 2
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	Iteration 107Q: 3 clusters Score -3609712 nChanged 2
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	Iteration 108Q: 3 clusters Score -3609711 nChanged 4
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	Iteration 109Q: 3 clusters Score -3609717 nChanged 4
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	Iteration 110Q: 3 clusters Score -3609716 nChanged 5
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	Iteration 111Q: 3 clusters Score -3609719 nChanged 8
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	Iteration 112Q: 3 clusters Score -3609727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3609728.500000 Penalty: 5097.774902
	Iteration 113Q: 3 clusters Score -3609728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3609725.750000 Penalty: 5097.774902
	Iteration 114Q: 3 clusters Score -3609726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3609727.000000 Penalty: 5097.774902
	Iteration 115Q: 3 clusters Score -3609727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3609729.250000 Penalty: 5097.774902
	Iteration 116Q: 3 clusters Score -3609729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3609733.500000 Penalty: 5097.774902
	Iteration 117Q: 3 clusters Score -3609734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3609733.500000 Penalty: 5097.774902
	Iteration 118F: 3 clusters Score -3609734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Entering Unmasked Estep 
Score: -606323.875000 Penalty: 2143.930664
	Iteration 0F: 2 clusters Score -606323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -601483.250000 Penalty: 4287.861328
	Iteration 0F: 3 clusters Score -601483.2 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -602857.000000 Penalty: 4287.861328
	Iteration 1F: 3 clusters Score -602857 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -603227.000000 Penalty: 4287.861328
	Iteration 2F: 3 clusters Score -603227 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -603579.812500 Penalty: 4287.861328
	Iteration 3F: 3 clusters Score -603579.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -603892.500000 Penalty: 4287.861328
	Iteration 4F: 3 clusters Score -603892.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -604109.000000 Penalty: 4287.861328
	Iteration 5F: 3 clusters Score -604109 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -604268.187500 Penalty: 4287.861328
	Iteration 6Q: 3 clusters Score -604268.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -604399.562500 Penalty: 4287.861328
	Iteration 7Q: 3 clusters Score -604399.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -604529.250000 Penalty: 4287.861328
	Iteration 8Q: 3 clusters Score -604529.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -604628.437500 Penalty: 4287.861328
	Iteration 9Q: 3 clusters Score -604628.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -604711.875000 Penalty: 4287.861328
	Iteration 10Q: 3 clusters Score -604711.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -604764.625000 Penalty: 4287.861328
	Iteration 11Q: 3 clusters Score -604764.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -604812.875000 Penalty: 4287.861328
	Iteration 12Q: 3 clusters Score -604812.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -604857.000000 Penalty: 4287.861328
	Iteration 13Q: 3 clusters Score -604857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -604891.062500 Penalty: 4287.861328
	Iteration 14Q: 3 clusters Score -604891.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -604923.687500 Penalty: 4287.861328
	Iteration 15Q: 3 clusters Score -604923.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -604953.625000 Penalty: 4287.861328
	Iteration 16Q: 3 clusters Score -604953.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -604983.812500 Penalty: 4287.861328
	Iteration 17Q: 3 clusters Score -604983.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -605011.625000 Penalty: 4287.861328
	Iteration 18Q: 3 clusters Score -605011.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -605023.187500 Penalty: 4287.861328
	Iteration 19Q: 3 clusters Score -605023.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -605033.937500 Penalty: 4287.861328
	Iteration 20F: 3 clusters Score -605033.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -605045.687500 Penalty: 4287.861328
	Iteration 21Q: 3 clusters Score -605045.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -605056.562500 Penalty: 4287.861328
	Iteration 22Q: 3 clusters Score -605056.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -605063.750000 Penalty: 4287.861328
	Iteration 23Q: 3 clusters Score -605063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -605071.687500 Penalty: 4287.861328
	Iteration 24Q: 3 clusters Score -605071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -605077.875000 Penalty: 4287.861328
	Iteration 25Q: 3 clusters Score -605077.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -605081.375000 Penalty: 4287.861328
	Iteration 26Q: 3 clusters Score -605081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -605085.625000 Penalty: 4287.861328
	Iteration 27Q: 3 clusters Score -605085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -605088.812500 Penalty: 4287.861328
	Iteration 28Q: 3 clusters Score -605088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -605088.937500 Penalty: 4287.861328
	Iteration 29Q: 3 clusters Score -605088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -605090.750000 Penalty: 4287.861328
	Iteration 30Q: 3 clusters Score -605090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -605093.000000 Penalty: 4287.861328
	Iteration 31Q: 3 clusters Score -605093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -605092.125000 Penalty: 4287.861328
	Iteration 32Q: 3 clusters Score -605092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -605092.375000 Penalty: 4287.861328
	Iteration 33Q: 3 clusters Score -605092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -605090.875000 Penalty: 4287.861328
	Iteration 34Q: 3 clusters Score -605090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -605091.812500 Penalty: 4287.861328
	Iteration 35Q: 3 clusters Score -605091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -605093.812500 Penalty: 4287.861328
	Iteration 36Q: 3 clusters Score -605093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -605095.375000 Penalty: 4287.861328
	Iteration 37Q: 3 clusters Score -605095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -605096.562500 Penalty: 4287.861328
	Iteration 38Q: 3 clusters Score -605096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -605098.500000 Penalty: 4287.861328
	Iteration 39Q: 3 clusters Score -605098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -605099.875000 Penalty: 4287.861328
	Iteration 40F: 3 clusters Score -605099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -605102.687500 Penalty: 4287.861328
	Iteration 41Q: 3 clusters Score -605102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -605104.062500 Penalty: 4287.861328
	Iteration 42Q: 3 clusters Score -605104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -605104.562500 Penalty: 4287.861328
	Iteration 43Q: 3 clusters Score -605104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -605104.500000 Penalty: 4287.861328
	Iteration 44Q: 3 clusters Score -605104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -605104.500000 Penalty: 4287.861328
	Iteration 45F: 3 clusters Score -605104.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Entering Unmasked Estep 
Score: -2118159.250000 Penalty: 2420.041016
	Iteration 0F: 2 clusters Score -2118159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2105756.500000 Penalty: 4840.082031
	Iteration 0F: 3 clusters Score -2105756 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2110023.250000 Penalty: 4840.082031
	Iteration 1F: 3 clusters Score -2110023 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2110728.250000 Penalty: 4840.082031
	Iteration 2F: 3 clusters Score -2110728 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2111748.250000 Penalty: 4840.082031
	Iteration 3F: 3 clusters Score -2111748 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2113252.500000 Penalty: 4840.082031
	Iteration 4F: 3 clusters Score -2113252 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2114841.000000 Penalty: 4840.082031
	Iteration 5F: 3 clusters Score -2114841 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2116215.000000 Penalty: 4840.082031
	Iteration 6F: 3 clusters Score -2116215 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2117264.000000 Penalty: 4840.082031
	Iteration 7F: 3 clusters Score -2117264 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2117908.750000 Penalty: 4840.082031
	Iteration 8Q: 3 clusters Score -2117909 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2118222.250000 Penalty: 4840.082031
	Iteration 9Q: 3 clusters Score -2118222 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2118350.500000 Penalty: 4840.082031
	Iteration 10Q: 3 clusters Score -2118350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2118413.000000 Penalty: 4840.082031
	Iteration 11Q: 3 clusters Score -2118413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2118444.750000 Penalty: 4840.082031
	Iteration 12Q: 3 clusters Score -2118445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2118449.000000 Penalty: 4840.082031
	Iteration 13Q: 3 clusters Score -2118449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2118462.500000 Penalty: 4840.082031
	Iteration 14Q: 3 clusters Score -2118462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2118476.000000 Penalty: 4840.082031
	Iteration 15Q: 3 clusters Score -2118476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2118473.000000 Penalty: 4840.082031
	Iteration 16Q: 3 clusters Score -2118473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2118471.250000 Penalty: 4840.082031
	Iteration 17Q: 3 clusters Score -2118471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2118475.500000 Penalty: 4840.082031
	Iteration 18Q: 3 clusters Score -2118476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2118479.250000 Penalty: 4840.082031
	Iteration 19Q: 3 clusters Score -2118479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2118477.750000 Penalty: 4840.082031
	Iteration 20F: 3 clusters Score -2118478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2118484.250000 Penalty: 4840.082031
	Iteration 21Q: 3 clusters Score -2118484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2118481.500000 Penalty: 4840.082031
	Iteration 22Q: 3 clusters Score -2118482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2118481.500000 Penalty: 4840.082031
	Iteration 23Q: 3 clusters Score -2118482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2118480.250000 Penalty: 4840.082031
	Iteration 24Q: 3 clusters Score -2118480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2118480.500000 Penalty: 4840.082031
	Iteration 25Q: 3 clusters Score -2118480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2118482.250000 Penalty: 4840.082031
	Iteration 26Q: 3 clusters Score -2118482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2118485.000000 Penalty: 4840.082031
	Iteration 27Q: 3 clusters Score -2118485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2118485.000000 Penalty: 4840.082031
	Iteration 28Q: 3 clusters Score -2118485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2118484.500000 Penalty: 4840.082031
	Iteration 29Q: 3 clusters Score -2118484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2118484.500000 Penalty: 4840.082031
	Iteration 30F: 3 clusters Score -2118484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 7564 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 26575 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 9732 members 
Entering Unmasked Estep 
Score: -134492752.000000 Penalty: 234793.031250
Splitting cluster 33 changes total score from -134493296.000000 to -134492752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (41748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Entering Unmasked Estep 
Score: -5242364.000000 Penalty: 2638.572998
	Iteration 0F: 2 clusters Score -5242364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5214069.000000 Penalty: 5277.145996
	Iteration 0F: 3 clusters Score -5214069 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5224498.500000 Penalty: 5277.145996
	Iteration 1F: 3 clusters Score -5224498 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5225007.000000 Penalty: 5277.145996
	Iteration 2Q: 3 clusters Score -5225007 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5225440.000000 Penalty: 5277.145996
	Iteration 3Q: 3 clusters Score -5225440 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5225901.000000 Penalty: 5277.145996
	Iteration 4Q: 3 clusters Score -5225901 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5226350.000000 Penalty: 5277.145996
	Iteration 5Q: 3 clusters Score -5226350 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -5226907.000000 Penalty: 5277.145996
	Iteration 6Q: 3 clusters Score -5226907 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5227542.000000 Penalty: 5277.145996
	Iteration 7Q: 3 clusters Score -5227542 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5228391.000000 Penalty: 5277.145996
	Iteration 8Q: 3 clusters Score -5228391 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5229530.500000 Penalty: 5277.145996
	Iteration 9Q: 3 clusters Score -5229530 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5231044.000000 Penalty: 5277.145996
	Iteration 10F: 3 clusters Score -5231044 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -5233056.500000 Penalty: 5277.145996
	Iteration 11F: 3 clusters Score -5233056 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -5235209.500000 Penalty: 5277.145996
	Iteration 12F: 3 clusters Score -5235210 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5237007.500000 Penalty: 5277.145996
	Iteration 13F: 3 clusters Score -5237008 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5238265.000000 Penalty: 5277.145996
	Iteration 14Q: 3 clusters Score -5238265 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5238915.000000 Penalty: 5277.145996
	Iteration 15Q: 3 clusters Score -5238915 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5239384.500000 Penalty: 5277.145996
	Iteration 16Q: 3 clusters Score -5239384 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5239647.000000 Penalty: 5277.145996
	Iteration 17Q: 3 clusters Score -5239647 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5239798.000000 Penalty: 5277.145996
	Iteration 18Q: 3 clusters Score -5239798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5239891.500000 Penalty: 5277.145996
	Iteration 19Q: 3 clusters Score -5239892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5239940.000000 Penalty: 5277.145996
	Iteration 20F: 3 clusters Score -5239940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5239976.000000 Penalty: 5277.145996
	Iteration 21Q: 3 clusters Score -5239976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5240010.000000 Penalty: 5277.145996
	Iteration 22Q: 3 clusters Score -5240010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5240042.500000 Penalty: 5277.145996
	Iteration 23Q: 3 clusters Score -5240042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5240047.500000 Penalty: 5277.145996
	Iteration 24Q: 3 clusters Score -5240048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5240059.500000 Penalty: 5277.145996
	Iteration 25Q: 3 clusters Score -5240060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5240072.000000 Penalty: 5277.145996
	Iteration 26Q: 3 clusters Score -5240072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5240075.000000 Penalty: 5277.145996
	Iteration 27Q: 3 clusters Score -5240075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5240084.000000 Penalty: 5277.145996
	Iteration 28Q: 3 clusters Score -5240084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5240084.500000 Penalty: 5277.145996
	Iteration 29Q: 3 clusters Score -5240084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5240079.500000 Penalty: 5277.145996
	Iteration 30Q: 3 clusters Score -5240080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5240085.500000 Penalty: 5277.145996
	Iteration 31Q: 3 clusters Score -5240086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5240096.500000 Penalty: 5277.145996
	Iteration 32Q: 3 clusters Score -5240096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5240097.500000 Penalty: 5277.145996
	Iteration 33Q: 3 clusters Score -5240098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5240098.000000 Penalty: 5277.145996
	Iteration 34Q: 3 clusters Score -5240098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5240096.000000 Penalty: 5277.145996
	Iteration 35Q: 3 clusters Score -5240096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5240096.000000 Penalty: 5277.145996
	Iteration 36F: 3 clusters Score -5240096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -119399.812500 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119399.8 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 501 members 
Entering Unmasked Estep 
Score: -117418.984375 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117419 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117689.125000 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117689.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117774.992188 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117813.281250 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117813.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117854.875000 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117897.296875 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117897.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117941.312500 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -117941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117972.257812 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -117972.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118001.968750 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118015.875000 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118025.390625 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118025.4 nChanged 6
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: -118035.976562 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118042.171875 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118046.562500 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118049.328125 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118051.835938 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -118051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118051.835938 Penalty: 3420.258789
	Iteration 16F: 3 clusters Score -118051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Entering Unmasked Estep 
Score: -3272961.750000 Penalty: 2526.556152
	Iteration 0F: 2 clusters Score -3272962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3254544.750000 Penalty: 5053.112305
	Iteration 0F: 3 clusters Score -3254545 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3261162.500000 Penalty: 5053.112305
	Iteration 1F: 3 clusters Score -3261162 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3261928.500000 Penalty: 5053.112305
	Iteration 2F: 3 clusters Score -3261928 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3262961.500000 Penalty: 5053.112305
	Iteration 3F: 3 clusters Score -3262962 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3264323.500000 Penalty: 5053.112305
	Iteration 4F: 3 clusters Score -3264324 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3265887.250000 Penalty: 5053.112305
	Iteration 5F: 3 clusters Score -3265887 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3267480.750000 Penalty: 5053.112305
	Iteration 6F: 3 clusters Score -3267481 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3269043.750000 Penalty: 5053.112305
	Iteration 7F: 3 clusters Score -3269044 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3270479.250000 Penalty: 5053.112305
	Iteration 8F: 3 clusters Score -3270479 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3271619.000000 Penalty: 5053.112305
	Iteration 9Q: 3 clusters Score -3271619 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3272527.750000 Penalty: 5053.112305
	Iteration 10Q: 3 clusters Score -3272528 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3273128.250000 Penalty: 5053.112305
	Iteration 11Q: 3 clusters Score -3273128 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3273458.000000 Penalty: 5053.112305
	Iteration 12Q: 3 clusters Score -3273458 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3273661.000000 Penalty: 5053.112305
	Iteration 13Q: 3 clusters Score -3273661 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3273800.750000 Penalty: 5053.112305
	Iteration 14Q: 3 clusters Score -3273801 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3273895.500000 Penalty: 5053.112305
	Iteration 15Q: 3 clusters Score -3273896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3273945.750000 Penalty: 5053.112305
	Iteration 16Q: 3 clusters Score -3273946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3274003.000000 Penalty: 5053.112305
	Iteration 17Q: 3 clusters Score -3274003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3274052.000000 Penalty: 5053.112305
	Iteration 18Q: 3 clusters Score -3274052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3274089.750000 Penalty: 5053.112305
	Iteration 19Q: 3 clusters Score -3274090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3274142.250000 Penalty: 5053.112305
	Iteration 20F: 3 clusters Score -3274142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3274167.000000 Penalty: 5053.112305
	Iteration 21Q: 3 clusters Score -3274167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3274193.000000 Penalty: 5053.112305
	Iteration 22Q: 3 clusters Score -3274193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3274216.500000 Penalty: 5053.112305
	Iteration 23Q: 3 clusters Score -3274216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3274210.500000 Penalty: 5053.112305
	Iteration 24Q: 3 clusters Score -3274210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3274217.750000 Penalty: 5053.112305
	Iteration 25Q: 3 clusters Score -3274218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3274212.000000 Penalty: 5053.112305
	Iteration 26Q: 3 clusters Score -3274212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3274223.500000 Penalty: 5053.112305
	Iteration 27Q: 3 clusters Score -3274224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3274227.750000 Penalty: 5053.112305
	Iteration 28Q: 3 clusters Score -3274228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3274232.500000 Penalty: 5053.112305
	Iteration 29Q: 3 clusters Score -3274232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3274226.000000 Penalty: 5053.112305
	Iteration 30Q: 3 clusters Score -3274226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3274235.500000 Penalty: 5053.112305
	Iteration 31Q: 3 clusters Score -3274236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3274235.500000 Penalty: 5053.112305
	Iteration 32Q: 3 clusters Score -3274236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3274232.500000 Penalty: 5053.112305
	Iteration 33Q: 3 clusters Score -3274232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3274238.500000 Penalty: 5053.112305
	Iteration 34Q: 3 clusters Score -3274238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3274236.500000 Penalty: 5053.112305
	Iteration 35Q: 3 clusters Score -3274236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3274233.500000 Penalty: 5053.112305
	Iteration 36Q: 3 clusters Score -3274234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3274227.250000 Penalty: 5053.112305
	Iteration 37Q: 3 clusters Score -3274227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3274226.000000 Penalty: 5053.112305
	Iteration 38Q: 3 clusters Score -3274226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3274228.750000 Penalty: 5053.112305
	Iteration 39Q: 3 clusters Score -3274229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3274224.000000 Penalty: 5053.112305
	Iteration 40F: 3 clusters Score -3274224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3274224.000000 Penalty: 5053.112305
	Iteration 41Q: 3 clusters Score -3274224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3274231.250000 Penalty: 5053.112305
	Iteration 42Q: 3 clusters Score -3274231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3274230.500000 Penalty: 5053.112305
	Iteration 43Q: 3 clusters Score -3274230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3274236.250000 Penalty: 5053.112305
	Iteration 44Q: 3 clusters Score -3274236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3274237.500000 Penalty: 5053.112305
	Iteration 45Q: 3 clusters Score -3274238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3274237.500000 Penalty: 5053.112305
	Iteration 46F: 3 clusters Score -3274238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Entering Unmasked Estep 
Score: -134493968.000000 Penalty: 234793.031250
Splitting cluster 36 changes total score from -134493296.000000 to -134493968.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 37 (11855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Entering Unmasked Estep 
Score: -1321120.750000 Penalty: 2326.365234
	Iteration 0F: 2 clusters Score -1321121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1312212.500000 Penalty: 4652.730469
	Iteration 0F: 3 clusters Score -1312212 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1315065.625000 Penalty: 4652.730469
	Iteration 1F: 3 clusters Score -1315066 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1315623.000000 Penalty: 4652.730469
	Iteration 2F: 3 clusters Score -1315623 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1316183.875000 Penalty: 4652.730469
	Iteration 3F: 3 clusters Score -1316184 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1316674.500000 Penalty: 4652.730469
	Iteration 4F: 3 clusters Score -1316674 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1317040.250000 Penalty: 4652.730469
	Iteration 5F: 3 clusters Score -1317040 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1317336.250000 Penalty: 4652.730469
	Iteration 6Q: 3 clusters Score -1317336 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1317603.875000 Penalty: 4652.730469
	Iteration 7Q: 3 clusters Score -1317604 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1317850.875000 Penalty: 4652.730469
	Iteration 8Q: 3 clusters Score -1317851 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1318081.750000 Penalty: 4652.730469
	Iteration 9Q: 3 clusters Score -1318082 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1318293.750000 Penalty: 4652.730469
	Iteration 10Q: 3 clusters Score -1318294 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1318464.000000 Penalty: 4652.730469
	Iteration 11Q: 3 clusters Score -1318464 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1318621.750000 Penalty: 4652.730469
	Iteration 12Q: 3 clusters Score -1318622 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1318744.500000 Penalty: 4652.730469
	Iteration 13Q: 3 clusters Score -1318744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1318815.375000 Penalty: 4652.730469
	Iteration 14Q: 3 clusters Score -1318815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1318878.875000 Penalty: 4652.730469
	Iteration 15Q: 3 clusters Score -1318879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1318926.625000 Penalty: 4652.730469
	Iteration 16Q: 3 clusters Score -1318927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1318962.750000 Penalty: 4652.730469
	Iteration 17Q: 3 clusters Score -1318963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1319004.375000 Penalty: 4652.730469
	Iteration 18Q: 3 clusters Score -1319004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1319042.250000 Penalty: 4652.730469
	Iteration 19Q: 3 clusters Score -1319042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1319080.000000 Penalty: 4652.730469
	Iteration 20F: 3 clusters Score -1319080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1319103.000000 Penalty: 4652.730469
	Iteration 21Q: 3 clusters Score -1319103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1319124.750000 Penalty: 4652.730469
	Iteration 22Q: 3 clusters Score -1319125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1319145.000000 Penalty: 4652.730469
	Iteration 23Q: 3 clusters Score -1319145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1319158.375000 Penalty: 4652.730469
	Iteration 24Q: 3 clusters Score -1319158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1319180.250000 Penalty: 4652.730469
	Iteration 25Q: 3 clusters Score -1319180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1319201.375000 Penalty: 4652.730469
	Iteration 26Q: 3 clusters Score -1319201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1319225.125000 Penalty: 4652.730469
	Iteration 27Q: 3 clusters Score -1319225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1319243.375000 Penalty: 4652.730469
	Iteration 28Q: 3 clusters Score -1319243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1319268.000000 Penalty: 4652.730469
	Iteration 29Q: 3 clusters Score -1319268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1319294.375000 Penalty: 4652.730469
	Iteration 30Q: 3 clusters Score -1319294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1319313.375000 Penalty: 4652.730469
	Iteration 31Q: 3 clusters Score -1319313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1319332.875000 Penalty: 4652.730469
	Iteration 32Q: 3 clusters Score -1319333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1319354.000000 Penalty: 4652.730469
	Iteration 33Q: 3 clusters Score -1319354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1319367.625000 Penalty: 4652.730469
	Iteration 34Q: 3 clusters Score -1319368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1319392.250000 Penalty: 4652.730469
	Iteration 35Q: 3 clusters Score -1319392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1319410.125000 Penalty: 4652.730469
	Iteration 36Q: 3 clusters Score -1319410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1319424.750000 Penalty: 4652.730469
	Iteration 37Q: 3 clusters Score -1319425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1319444.500000 Penalty: 4652.730469
	Iteration 38Q: 3 clusters Score -1319444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1319452.750000 Penalty: 4652.730469
	Iteration 39Q: 3 clusters Score -1319453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1319463.375000 Penalty: 4652.730469
	Iteration 40F: 3 clusters Score -1319463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1319471.750000 Penalty: 4652.730469
	Iteration 41Q: 3 clusters Score -1319472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1319480.750000 Penalty: 4652.730469
	Iteration 42Q: 3 clusters Score -1319481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1319489.875000 Penalty: 4652.730469
	Iteration 43Q: 3 clusters Score -1319490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1319499.500000 Penalty: 4652.730469
	Iteration 44Q: 3 clusters Score -1319500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1319502.750000 Penalty: 4652.730469
	Iteration 45Q: 3 clusters Score -1319503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1319507.750000 Penalty: 4652.730469
	Iteration 46Q: 3 clusters Score -1319508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1319510.500000 Penalty: 4652.730469
	Iteration 47Q: 3 clusters Score -1319510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1319513.625000 Penalty: 4652.730469
	Iteration 48Q: 3 clusters Score -1319514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1319515.750000 Penalty: 4652.730469
	Iteration 49Q: 3 clusters Score -1319516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1319516.375000 Penalty: 4652.730469
	Iteration 50Q: 3 clusters Score -1319516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1319515.875000 Penalty: 4652.730469
	Iteration 51Q: 3 clusters Score -1319516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1319515.875000 Penalty: 4652.730469
	Iteration 52Q: 3 clusters Score -1319516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1319515.375000 Penalty: 4652.730469
	Iteration 53Q: 3 clusters Score -1319515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1319515.375000 Penalty: 4652.730469
	Iteration 54F: 3 clusters Score -1319515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -148832.203125 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -148832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146722.578125 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -146722.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147020.312500 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -147020.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147105.375000 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -147105.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147155.875000 Penalty: 3531.339355
	Iteration 3Q: 3 clusters Score -147155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147192.515625 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -147192.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147224.937500 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -147224.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147244.953125 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -147245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147256.640625 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -147256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147267.562500 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -147267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147276.781250 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -147276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -147287.656250 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -147287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147298.125000 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -147298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147306.312500 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -147306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147308.875000 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -147308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147312.015625 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -147312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147312.953125 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -147313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147312.953125 Penalty: 3531.339355
	Iteration 16F: 3 clusters Score -147313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -892899.500000 Penalty: 2208.886475
	Iteration 0F: 2 clusters Score -892899.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -886817.562500 Penalty: 4417.772949
	Iteration 0F: 3 clusters Score -886817.6 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -888528.375000 Penalty: 4417.772949
	Iteration 1F: 3 clusters Score -888528.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -888832.250000 Penalty: 4417.772949
	Iteration 2F: 3 clusters Score -888832.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -889038.562500 Penalty: 4417.772949
	Iteration 3F: 3 clusters Score -889038.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -889220.875000 Penalty: 4417.772949
	Iteration 4Q: 3 clusters Score -889220.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -889462.375000 Penalty: 4417.772949
	Iteration 5Q: 3 clusters Score -889462.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -889770.375000 Penalty: 4417.772949
	Iteration 6Q: 3 clusters Score -889770.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -890115.062500 Penalty: 4417.772949
	Iteration 7F: 3 clusters Score -890115.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -890431.062500 Penalty: 4417.772949
	Iteration 8F: 3 clusters Score -890431.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -890682.312500 Penalty: 4417.772949
	Iteration 9F: 3 clusters Score -890682.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -890888.437500 Penalty: 4417.772949
	Iteration 10Q: 3 clusters Score -890888.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -891082.437500 Penalty: 4417.772949
	Iteration 11Q: 3 clusters Score -891082.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -891264.750000 Penalty: 4417.772949
	Iteration 12Q: 3 clusters Score -891264.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -891424.625000 Penalty: 4417.772949
	Iteration 13Q: 3 clusters Score -891424.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -891518.687500 Penalty: 4417.772949
	Iteration 14Q: 3 clusters Score -891518.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -891585.875000 Penalty: 4417.772949
	Iteration 15Q: 3 clusters Score -891585.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -891622.875000 Penalty: 4417.772949
	Iteration 16Q: 3 clusters Score -891622.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -891645.312500 Penalty: 4417.772949
	Iteration 17Q: 3 clusters Score -891645.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -891659.625000 Penalty: 4417.772949
	Iteration 18Q: 3 clusters Score -891659.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -891671.562500 Penalty: 4417.772949
	Iteration 19Q: 3 clusters Score -891671.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -891678.687500 Penalty: 4417.772949
	Iteration 20F: 3 clusters Score -891678.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -891685.250000 Penalty: 4417.772949
	Iteration 21Q: 3 clusters Score -891685.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -891693.000000 Penalty: 4417.772949
	Iteration 22Q: 3 clusters Score -891693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -891692.125000 Penalty: 4417.772949
	Iteration 23Q: 3 clusters Score -891692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -891695.062500 Penalty: 4417.772949
	Iteration 24Q: 3 clusters Score -891695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -891696.812500 Penalty: 4417.772949
	Iteration 25Q: 3 clusters Score -891696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -891697.812500 Penalty: 4417.772949
	Iteration 26Q: 3 clusters Score -891697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -891702.000000 Penalty: 4417.772949
	Iteration 27Q: 3 clusters Score -891702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -891704.312500 Penalty: 4417.772949
	Iteration 28Q: 3 clusters Score -891704.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -891710.625000 Penalty: 4417.772949
	Iteration 29Q: 3 clusters Score -891710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -891712.000000 Penalty: 4417.772949
	Iteration 30Q: 3 clusters Score -891712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -891719.625000 Penalty: 4417.772949
	Iteration 31Q: 3 clusters Score -891719.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -891723.375000 Penalty: 4417.772949
	Iteration 32Q: 3 clusters Score -891723.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -891726.750000 Penalty: 4417.772949
	Iteration 33Q: 3 clusters Score -891726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -891732.687500 Penalty: 4417.772949
	Iteration 34Q: 3 clusters Score -891732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -891732.750000 Penalty: 4417.772949
	Iteration 35Q: 3 clusters Score -891732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -891734.187500 Penalty: 4417.772949
	Iteration 36Q: 3 clusters Score -891734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -891735.687500 Penalty: 4417.772949
	Iteration 37Q: 3 clusters Score -891735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -891736.250000 Penalty: 4417.772949
	Iteration 38Q: 3 clusters Score -891736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -891738.312500 Penalty: 4417.772949
	Iteration 39Q: 3 clusters Score -891738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -891739.875000 Penalty: 4417.772949
	Iteration 40F: 3 clusters Score -891739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -891743.187500 Penalty: 4417.772949
	Iteration 41Q: 3 clusters Score -891743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -891743.750000 Penalty: 4417.772949
	Iteration 42Q: 3 clusters Score -891743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -891744.375000 Penalty: 4417.772949
	Iteration 43Q: 3 clusters Score -891744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -891744.562500 Penalty: 4417.772949
	Iteration 44Q: 3 clusters Score -891744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -891747.375000 Penalty: 4417.772949
	Iteration 45Q: 3 clusters Score -891747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -891745.687500 Penalty: 4417.772949
	Iteration 46Q: 3 clusters Score -891745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -891745.500000 Penalty: 4417.772949
	Iteration 47Q: 3 clusters Score -891745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -891746.250000 Penalty: 4417.772949
	Iteration 48Q: 3 clusters Score -891746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -891746.250000 Penalty: 4417.772949
	Iteration 49F: 3 clusters Score -891746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Entering Unmasked Estep 
Score: -911749.000000 Penalty: 2240.895264
	Iteration 0F: 2 clusters Score -911749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -905115.375000 Penalty: 4481.790527
	Iteration 0F: 3 clusters Score -905115.4 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -907330.937500 Penalty: 4481.790527
	Iteration 1F: 3 clusters Score -907330.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -908019.375000 Penalty: 4481.790527
	Iteration 2F: 3 clusters Score -908019.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -908681.500000 Penalty: 4481.790527
	Iteration 3F: 3 clusters Score -908681.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -909327.812500 Penalty: 4481.790527
	Iteration 4F: 3 clusters Score -909327.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -909842.000000 Penalty: 4481.790527
	Iteration 5F: 3 clusters Score -909842 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -910260.562500 Penalty: 4481.790527
	Iteration 6F: 3 clusters Score -910260.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -910603.625000 Penalty: 4481.790527
	Iteration 7Q: 3 clusters Score -910603.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -910889.875000 Penalty: 4481.790527
	Iteration 8Q: 3 clusters Score -910889.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -911086.875000 Penalty: 4481.790527
	Iteration 9Q: 3 clusters Score -911086.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -911226.375000 Penalty: 4481.790527
	Iteration 10Q: 3 clusters Score -911226.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -911321.062500 Penalty: 4481.790527
	Iteration 11Q: 3 clusters Score -911321.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -911422.000000 Penalty: 4481.790527
	Iteration 12Q: 3 clusters Score -911422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -911505.437500 Penalty: 4481.790527
	Iteration 13Q: 3 clusters Score -911505.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -911573.187500 Penalty: 4481.790527
	Iteration 14Q: 3 clusters Score -911573.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -911647.312500 Penalty: 4481.790527
	Iteration 15Q: 3 clusters Score -911647.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -911697.125000 Penalty: 4481.790527
	Iteration 16Q: 3 clusters Score -911697.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -911734.062500 Penalty: 4481.790527
	Iteration 17Q: 3 clusters Score -911734.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -911768.875000 Penalty: 4481.790527
	Iteration 18Q: 3 clusters Score -911768.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -911793.250000 Penalty: 4481.790527
	Iteration 19Q: 3 clusters Score -911793.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -911815.437500 Penalty: 4481.790527
	Iteration 20F: 3 clusters Score -911815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -911831.000000 Penalty: 4481.790527
	Iteration 21Q: 3 clusters Score -911831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -911845.375000 Penalty: 4481.790527
	Iteration 22Q: 3 clusters Score -911845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -911868.625000 Penalty: 4481.790527
	Iteration 23Q: 3 clusters Score -911868.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -911881.500000 Penalty: 4481.790527
	Iteration 24Q: 3 clusters Score -911881.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -911890.125000 Penalty: 4481.790527
	Iteration 25Q: 3 clusters Score -911890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -911897.687500 Penalty: 4481.790527
	Iteration 26Q: 3 clusters Score -911897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -911903.250000 Penalty: 4481.790527
	Iteration 27Q: 3 clusters Score -911903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -911906.687500 Penalty: 4481.790527
	Iteration 28Q: 3 clusters Score -911906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -911908.375000 Penalty: 4481.790527
	Iteration 29Q: 3 clusters Score -911908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -911908.062500 Penalty: 4481.790527
	Iteration 30Q: 3 clusters Score -911908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -911907.375000 Penalty: 4481.790527
	Iteration 31Q: 3 clusters Score -911907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -911907.500000 Penalty: 4481.790527
	Iteration 32Q: 3 clusters Score -911907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -911907.000000 Penalty: 4481.790527
	Iteration 33Q: 3 clusters Score -911907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -911906.312500 Penalty: 4481.790527
	Iteration 34Q: 3 clusters Score -911906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -911908.125000 Penalty: 4481.790527
	Iteration 35Q: 3 clusters Score -911908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -911910.125000 Penalty: 4481.790527
	Iteration 36Q: 3 clusters Score -911910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -911911.437500 Penalty: 4481.790527
	Iteration 37Q: 3 clusters Score -911911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -911911.062500 Penalty: 4481.790527
	Iteration 38Q: 3 clusters Score -911911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -911912.812500 Penalty: 4481.790527
	Iteration 39Q: 3 clusters Score -911912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -911915.250000 Penalty: 4481.790527
	Iteration 40F: 3 clusters Score -911915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -911916.500000 Penalty: 4481.790527
	Iteration 41Q: 3 clusters Score -911916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -911917.312500 Penalty: 4481.790527
	Iteration 42Q: 3 clusters Score -911917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -911918.812500 Penalty: 4481.790527
	Iteration 43Q: 3 clusters Score -911918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -911918.125000 Penalty: 4481.790527
	Iteration 44Q: 3 clusters Score -911918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -911919.437500 Penalty: 4481.790527
	Iteration 45Q: 3 clusters Score -911919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -911921.062500 Penalty: 4481.790527
	Iteration 46Q: 3 clusters Score -911921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -911920.437500 Penalty: 4481.790527
	Iteration 47Q: 3 clusters Score -911920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -911922.125000 Penalty: 4481.790527
	Iteration 48Q: 3 clusters Score -911922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -911923.375000 Penalty: 4481.790527
	Iteration 49Q: 3 clusters Score -911923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -911923.312500 Penalty: 4481.790527
	Iteration 50Q: 3 clusters Score -911923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -911928.437500 Penalty: 4481.790527
	Iteration 51Q: 3 clusters Score -911928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -911931.625000 Penalty: 4481.790527
	Iteration 52Q: 3 clusters Score -911931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -911933.187500 Penalty: 4481.790527
	Iteration 53Q: 3 clusters Score -911933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -911935.062500 Penalty: 4481.790527
	Iteration 54Q: 3 clusters Score -911935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -911936.625000 Penalty: 4481.790527
	Iteration 55Q: 3 clusters Score -911936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -911936.500000 Penalty: 4481.790527
	Iteration 56Q: 3 clusters Score -911936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -911939.312500 Penalty: 4481.790527
	Iteration 57Q: 3 clusters Score -911939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -911939.187500 Penalty: 4481.790527
	Iteration 58Q: 3 clusters Score -911939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -911941.187500 Penalty: 4481.790527
	Iteration 59Q: 3 clusters Score -911941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -911941.437500 Penalty: 4481.790527
	Iteration 60F: 3 clusters Score -911941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -911942.500000 Penalty: 4481.790527
	Iteration 61Q: 3 clusters Score -911942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -911945.625000 Penalty: 4481.790527
	Iteration 62Q: 3 clusters Score -911945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -911949.500000 Penalty: 4481.790527
	Iteration 63Q: 3 clusters Score -911949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -911952.750000 Penalty: 4481.790527
	Iteration 64Q: 3 clusters Score -911952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -911955.250000 Penalty: 4481.790527
	Iteration 65Q: 3 clusters Score -911955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -911956.500000 Penalty: 4481.790527
	Iteration 66Q: 3 clusters Score -911956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -911958.500000 Penalty: 4481.790527
	Iteration 67Q: 3 clusters Score -911958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -911958.562500 Penalty: 4481.790527
	Iteration 68Q: 3 clusters Score -911958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -911958.562500 Penalty: 4481.790527
	Iteration 69F: 3 clusters Score -911958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 6981 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Mstep: Class 69 contains 1418 members 
Entering Unmasked Estep 
Score: -134493088.000000 Penalty: 238245.875000
Splitting cluster 40 changes total score from -134493296.000000 to -134493088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -326837.906250 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -326837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323811.281250 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -323811.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -324372.562500 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -324372.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -324531.843750 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -324531.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324659.656250 Penalty: 3912.613770
	Iteration 3F: 3 clusters Score -324659.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -324750.625000 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -324750.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -324836.500000 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -324836.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -324901.187500 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -324901.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -324965.281250 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -324965.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -325022.656250 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -325022.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -325078.718750 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -325078.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -325128.562500 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -325128.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -325181.406250 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -325181.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -325231.437500 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -325231.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -325267.000000 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -325267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -325301.093750 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -325301.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -325333.500000 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -325333.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -325362.375000 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -325362.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -325378.968750 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -325379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -325395.781250 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -325395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -325400.718750 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -325400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -325404.968750 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -325405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -325410.437500 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -325410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -325413.593750 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -325413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -325416.562500 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -325416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -325417.750000 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -325417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -325418.812500 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -325418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -325419.250000 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -325419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -325419.250000 Penalty: 3912.613770
	Iteration 27F: 3 clusters Score -325419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1696187.500000 Penalty: 2293.700439
	Iteration 0F: 2 clusters Score -1696188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1688285.125000 Penalty: 4587.400879
	Iteration 0F: 3 clusters Score -1688285 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1690974.875000 Penalty: 4587.400879
	Iteration 1F: 3 clusters Score -1690975 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1691815.875000 Penalty: 4587.400879
	Iteration 2F: 3 clusters Score -1691816 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1692754.125000 Penalty: 4587.400879
	Iteration 3F: 3 clusters Score -1692754 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1693571.625000 Penalty: 4587.400879
	Iteration 4F: 3 clusters Score -1693572 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1694294.500000 Penalty: 4587.400879
	Iteration 5F: 3 clusters Score -1694294 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1694895.000000 Penalty: 4587.400879
	Iteration 6F: 3 clusters Score -1694895 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1695334.625000 Penalty: 4587.400879
	Iteration 7Q: 3 clusters Score -1695335 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1695574.875000 Penalty: 4587.400879
	Iteration 8Q: 3 clusters Score -1695575 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1695678.625000 Penalty: 4587.400879
	Iteration 9Q: 3 clusters Score -1695679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1695722.250000 Penalty: 4587.400879
	Iteration 10Q: 3 clusters Score -1695722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1695747.750000 Penalty: 4587.400879
	Iteration 11Q: 3 clusters Score -1695748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1695764.125000 Penalty: 4587.400879
	Iteration 12Q: 3 clusters Score -1695764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1695781.500000 Penalty: 4587.400879
	Iteration 13Q: 3 clusters Score -1695782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1695816.000000 Penalty: 4587.400879
	Iteration 14Q: 3 clusters Score -1695816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1695897.500000 Penalty: 4587.400879
	Iteration 15Q: 3 clusters Score -1695898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1695995.375000 Penalty: 4587.400879
	Iteration 16Q: 3 clusters Score -1695995 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1696049.875000 Penalty: 4587.400879
	Iteration 17Q: 3 clusters Score -1696050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1696086.625000 Penalty: 4587.400879
	Iteration 18Q: 3 clusters Score -1696087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1696098.000000 Penalty: 4587.400879
	Iteration 19Q: 3 clusters Score -1696098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1696098.250000 Penalty: 4587.400879
	Iteration 20F: 3 clusters Score -1696098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1696098.125000 Penalty: 4587.400879
	Iteration 21Q: 3 clusters Score -1696098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1696102.250000 Penalty: 4587.400879
	Iteration 22Q: 3 clusters Score -1696102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1696111.250000 Penalty: 4587.400879
	Iteration 23Q: 3 clusters Score -1696111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1696114.250000 Penalty: 4587.400879
	Iteration 24Q: 3 clusters Score -1696114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1696112.500000 Penalty: 4587.400879
	Iteration 25Q: 3 clusters Score -1696112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1696118.500000 Penalty: 4587.400879
	Iteration 26Q: 3 clusters Score -1696118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1696118.125000 Penalty: 4587.400879
	Iteration 27Q: 3 clusters Score -1696118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1696123.625000 Penalty: 4587.400879
	Iteration 28Q: 3 clusters Score -1696124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1696122.125000 Penalty: 4587.400879
	Iteration 29Q: 3 clusters Score -1696122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1696125.375000 Penalty: 4587.400879
	Iteration 30Q: 3 clusters Score -1696125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1696124.000000 Penalty: 4587.400879
	Iteration 31Q: 3 clusters Score -1696124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1696117.500000 Penalty: 4587.400879
	Iteration 32Q: 3 clusters Score -1696118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1696125.500000 Penalty: 4587.400879
	Iteration 33Q: 3 clusters Score -1696126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1696124.750000 Penalty: 4587.400879
	Iteration 34Q: 3 clusters Score -1696125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1696127.625000 Penalty: 4587.400879
	Iteration 35Q: 3 clusters Score -1696128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1696130.625000 Penalty: 4587.400879
	Iteration 36Q: 3 clusters Score -1696131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1696128.625000 Penalty: 4587.400879
	Iteration 37Q: 3 clusters Score -1696129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1696128.875000 Penalty: 4587.400879
	Iteration 38Q: 3 clusters Score -1696129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1696133.000000 Penalty: 4587.400879
	Iteration 39Q: 3 clusters Score -1696133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1696131.125000 Penalty: 4587.400879
	Iteration 40F: 3 clusters Score -1696131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1696132.500000 Penalty: 4587.400879
	Iteration 41Q: 3 clusters Score -1696132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1696133.000000 Penalty: 4587.400879
	Iteration 42Q: 3 clusters Score -1696133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1696134.000000 Penalty: 4587.400879
	Iteration 43Q: 3 clusters Score -1696134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1696134.000000 Penalty: 4587.400879
	Iteration 44Q: 3 clusters Score -1696134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1696133.125000 Penalty: 4587.400879
	Iteration 45Q: 3 clusters Score -1696133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1696132.000000 Penalty: 4587.400879
	Iteration 46Q: 3 clusters Score -1696132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1696132.000000 Penalty: 4587.400879
	Iteration 47F: 3 clusters Score -1696132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1368805.625000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1368806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1360444.750000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1360445 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1363184.000000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1363184 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1363818.125000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1363818 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1364371.625000 Penalty: 4616.593750
	Iteration 3F: 3 clusters Score -1364372 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1364789.375000 Penalty: 4616.593750
	Iteration 4F: 3 clusters Score -1364789 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1365119.500000 Penalty: 4616.593750
	Iteration 5F: 3 clusters Score -1365120 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1365402.250000 Penalty: 4616.593750
	Iteration 6Q: 3 clusters Score -1365402 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1365686.625000 Penalty: 4616.593750
	Iteration 7Q: 3 clusters Score -1365687 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1366009.125000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1366009 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1366357.375000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1366357 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1366682.250000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1366682 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1366983.375000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1366983 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1367205.625000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1367206 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1367354.000000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1367354 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1367442.250000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1367442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1367499.875000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1367500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1367534.500000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1367534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1367552.750000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1367553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1367559.875000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1367560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1367574.250000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1367574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1367581.625000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1367582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1367586.500000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1367586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1367595.500000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1367596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1367595.250000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1367595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1367598.750000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1367599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1367603.250000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1367603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1367605.625000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1367606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1367612.125000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1367612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1367614.375000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1367614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1367615.250000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1367615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1367619.500000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1367620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1367619.250000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1367619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1367619.750000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1367620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1367619.875000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1367620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1367620.750000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1367621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1367624.750000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1367625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1367624.625000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1367625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1367621.500000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1367622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1367623.250000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1367623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1367622.750000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1367623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1367624.625000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1367625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1367623.375000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1367623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1367626.125000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -1367626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1367628.250000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -1367628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1367629.500000 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -1367630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1367630.625000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -1367631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1367631.625000 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -1367632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1367632.000000 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -1367632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1367632.000000 Penalty: 4616.593750
	Iteration 48F: 3 clusters Score -1367632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -178884.312500 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -178884.3 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 802 members 
Entering Unmasked Estep 
Score: -176557.437500 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -176557.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -176925.140625 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -176925.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177039.234375 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -177039.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -177099.328125 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -177099.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177135.406250 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -177135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -177154.062500 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -177154.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177171.437500 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -177171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -177184.921875 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -177184.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -177198.796875 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -177198.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -177217.375000 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -177217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -177233.765625 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -177233.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177251.734375 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -177251.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177279.078125 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -177279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177317.875000 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -177317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177348.218750 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -177348.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -177369.718750 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -177369.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177385.234375 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -177385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -177416.468750 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -177416.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -177456.156250 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -177456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -177490.484375 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -177490.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177510.640625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -177510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -177518.781250 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -177518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -177523.000000 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -177523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -177528.156250 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -177528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177533.078125 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -177533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177536.656250 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -177536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -177539.859375 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -177539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177543.093750 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -177543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -177548.718750 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -177548.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -177555.718750 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -177555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -177557.875000 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -177557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177559.125000 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -177559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -177560.125000 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -177560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -177560.500000 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -177560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -177560.500000 Penalty: 3633.273926
	Iteration 34F: 3 clusters Score -177560.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (15791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Entering Unmasked Estep 
Score: -1923146.125000 Penalty: 2397.464355
	Iteration 0F: 2 clusters Score -1923146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1911798.625000 Penalty: 4794.928711
	Iteration 0F: 3 clusters Score -1911799 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1915477.875000 Penalty: 4794.928711
	Iteration 1F: 3 clusters Score -1915478 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1915925.375000 Penalty: 4794.928711
	Iteration 2F: 3 clusters Score -1915925 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1916275.000000 Penalty: 4794.928711
	Iteration 3F: 3 clusters Score -1916275 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1916538.000000 Penalty: 4794.928711
	Iteration 4Q: 3 clusters Score -1916538 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1916756.625000 Penalty: 4794.928711
	Iteration 5Q: 3 clusters Score -1916757 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1916941.125000 Penalty: 4794.928711
	Iteration 6Q: 3 clusters Score -1916941 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1917130.625000 Penalty: 4794.928711
	Iteration 7Q: 3 clusters Score -1917131 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1917331.000000 Penalty: 4794.928711
	Iteration 8Q: 3 clusters Score -1917331 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1917583.625000 Penalty: 4794.928711
	Iteration 9Q: 3 clusters Score -1917584 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1917881.125000 Penalty: 4794.928711
	Iteration 10Q: 3 clusters Score -1917881 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1918231.250000 Penalty: 4794.928711
	Iteration 11Q: 3 clusters Score -1918231 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1918631.750000 Penalty: 4794.928711
	Iteration 12Q: 3 clusters Score -1918632 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1919076.000000 Penalty: 4794.928711
	Iteration 13Q: 3 clusters Score -1919076 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1919490.750000 Penalty: 4794.928711
	Iteration 14Q: 3 clusters Score -1919491 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1919845.625000 Penalty: 4794.928711
	Iteration 15Q: 3 clusters Score -1919846 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1920113.250000 Penalty: 4794.928711
	Iteration 16Q: 3 clusters Score -1920113 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1920326.000000 Penalty: 4794.928711
	Iteration 17Q: 3 clusters Score -1920326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1920512.000000 Penalty: 4794.928711
	Iteration 18Q: 3 clusters Score -1920512 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1920684.875000 Penalty: 4794.928711
	Iteration 19Q: 3 clusters Score -1920685 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1920841.875000 Penalty: 4794.928711
	Iteration 20F: 3 clusters Score -1920842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1920996.500000 Penalty: 4794.928711
	Iteration 21Q: 3 clusters Score -1920996 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1921153.750000 Penalty: 4794.928711
	Iteration 22Q: 3 clusters Score -1921154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1921291.750000 Penalty: 4794.928711
	Iteration 23Q: 3 clusters Score -1921292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1921425.875000 Penalty: 4794.928711
	Iteration 24Q: 3 clusters Score -1921426 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1921514.375000 Penalty: 4794.928711
	Iteration 25Q: 3 clusters Score -1921514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1921574.625000 Penalty: 4794.928711
	Iteration 26Q: 3 clusters Score -1921575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1921616.500000 Penalty: 4794.928711
	Iteration 27Q: 3 clusters Score -1921616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1921640.625000 Penalty: 4794.928711
	Iteration 28Q: 3 clusters Score -1921641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1921657.750000 Penalty: 4794.928711
	Iteration 29Q: 3 clusters Score -1921658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1921667.125000 Penalty: 4794.928711
	Iteration 30Q: 3 clusters Score -1921667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1921670.875000 Penalty: 4794.928711
	Iteration 31Q: 3 clusters Score -1921671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1921677.250000 Penalty: 4794.928711
	Iteration 32Q: 3 clusters Score -1921677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1921687.750000 Penalty: 4794.928711
	Iteration 33Q: 3 clusters Score -1921688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1921686.500000 Penalty: 4794.928711
	Iteration 34Q: 3 clusters Score -1921686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1921689.000000 Penalty: 4794.928711
	Iteration 35Q: 3 clusters Score -1921689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1921691.250000 Penalty: 4794.928711
	Iteration 36Q: 3 clusters Score -1921691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1921691.125000 Penalty: 4794.928711
	Iteration 37Q: 3 clusters Score -1921691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1921692.875000 Penalty: 4794.928711
	Iteration 38Q: 3 clusters Score -1921693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1921690.625000 Penalty: 4794.928711
	Iteration 39Q: 3 clusters Score -1921691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1921695.125000 Penalty: 4794.928711
	Iteration 40F: 3 clusters Score -1921695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1921695.000000 Penalty: 4794.928711
	Iteration 41Q: 3 clusters Score -1921695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1921700.500000 Penalty: 4794.928711
	Iteration 42Q: 3 clusters Score -1921700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1921699.250000 Penalty: 4794.928711
	Iteration 43Q: 3 clusters Score -1921699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1921698.250000 Penalty: 4794.928711
	Iteration 44Q: 3 clusters Score -1921698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1921699.000000 Penalty: 4794.928711
	Iteration 45Q: 3 clusters Score -1921699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1921700.375000 Penalty: 4794.928711
	Iteration 46Q: 3 clusters Score -1921700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1921699.000000 Penalty: 4794.928711
	Iteration 47Q: 3 clusters Score -1921699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1921700.500000 Penalty: 4794.928711
	Iteration 48Q: 3 clusters Score -1921700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1921699.750000 Penalty: 4794.928711
	Iteration 49Q: 3 clusters Score -1921700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1921699.750000 Penalty: 4794.928711
	Iteration 50F: 3 clusters Score -1921700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Entering Unmasked Estep 
Score: -1538067.750000 Penalty: 2335.241699
	Iteration 0F: 2 clusters Score -1538068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1529020.500000 Penalty: 4670.483398
	Iteration 0F: 3 clusters Score -1529020 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1531767.000000 Penalty: 4670.483398
	Iteration 1F: 3 clusters Score -1531767 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1532027.125000 Penalty: 4670.483398
	Iteration 2F: 3 clusters Score -1532027 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1532215.000000 Penalty: 4670.483398
	Iteration 3Q: 3 clusters Score -1532215 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1532372.500000 Penalty: 4670.483398
	Iteration 4Q: 3 clusters Score -1532372 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1532518.875000 Penalty: 4670.483398
	Iteration 5Q: 3 clusters Score -1532519 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1532698.625000 Penalty: 4670.483398
	Iteration 6Q: 3 clusters Score -1532699 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1532937.750000 Penalty: 4670.483398
	Iteration 7Q: 3 clusters Score -1532938 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1533263.875000 Penalty: 4670.483398
	Iteration 8Q: 3 clusters Score -1533264 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1533705.500000 Penalty: 4670.483398
	Iteration 9F: 3 clusters Score -1533706 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1534248.000000 Penalty: 4670.483398
	Iteration 10F: 3 clusters Score -1534248 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1534769.125000 Penalty: 4670.483398
	Iteration 11F: 3 clusters Score -1534769 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1535229.000000 Penalty: 4670.483398
	Iteration 12Q: 3 clusters Score -1535229 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1535522.000000 Penalty: 4670.483398
	Iteration 13Q: 3 clusters Score -1535522 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1535696.875000 Penalty: 4670.483398
	Iteration 14Q: 3 clusters Score -1535697 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1535797.250000 Penalty: 4670.483398
	Iteration 15Q: 3 clusters Score -1535797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1535866.875000 Penalty: 4670.483398
	Iteration 16Q: 3 clusters Score -1535867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1535908.500000 Penalty: 4670.483398
	Iteration 17Q: 3 clusters Score -1535908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1535946.125000 Penalty: 4670.483398
	Iteration 18Q: 3 clusters Score -1535946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1535976.875000 Penalty: 4670.483398
	Iteration 19Q: 3 clusters Score -1535977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1535985.625000 Penalty: 4670.483398
	Iteration 20F: 3 clusters Score -1535986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1535993.625000 Penalty: 4670.483398
	Iteration 21Q: 3 clusters Score -1535994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1536005.500000 Penalty: 4670.483398
	Iteration 22Q: 3 clusters Score -1536006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1536015.750000 Penalty: 4670.483398
	Iteration 23Q: 3 clusters Score -1536016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1536018.625000 Penalty: 4670.483398
	Iteration 24Q: 3 clusters Score -1536019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1536018.875000 Penalty: 4670.483398
	Iteration 25Q: 3 clusters Score -1536019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1536018.875000 Penalty: 4670.483398
	Iteration 26F: 3 clusters Score -1536019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -611622.375000 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -611622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -607105.437500 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -607105.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -608498.937500 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -608498.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -609067.625000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -609067.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -609474.875000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -609474.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -609814.500000 Penalty: 4230.542480
	Iteration 4F: 3 clusters Score -609814.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -610190.187500 Penalty: 4230.542480
	Iteration 5F: 3 clusters Score -610190.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -610468.750000 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -610468.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -610611.312500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -610611.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -610696.062500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -610696.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -610747.625000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -610747.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -610787.625000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -610787.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -610831.062500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -610831.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -610880.562500 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -610880.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -610935.875000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -610935.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -610988.000000 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -610988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -611063.750000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -611063.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -611173.312500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -611173.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -611304.625000 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -611304.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -611446.187500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -611446.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -611557.250000 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -611557.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -611666.562500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -611666.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -611729.437500 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -611729.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -611784.437500 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -611784.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -611812.812500 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -611812.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -611832.437500 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -611832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -611838.687500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -611838.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -611847.187500 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -611847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -611854.250000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -611854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -611857.875000 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -611857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -611861.687500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -611861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -611862.812500 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -611862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -611864.187500 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -611864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -611863.812500 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -611863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -611863.812500 Penalty: 4230.542480
	Iteration 33F: 3 clusters Score -611863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Mstep: Class 69 contains 3242 members 
Entering Unmasked Estep 
Score: -134492592.000000 Penalty: 238245.875000
Splitting cluster 47 changes total score from -134493296.000000 to -134492592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -677858.562500 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -677858.6 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 2733 members 
Entering Unmasked Estep 
Score: -673032.812500 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -673032.8 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -674121.437500 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -674121.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -674321.937500 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -674321.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -674450.875000 Penalty: 4270.266113
	Iteration 3Q: 3 clusters Score -674450.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -674561.125000 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -674561.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -674650.562500 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -674650.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -674723.937500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -674723.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -674797.625000 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -674797.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -674867.687500 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -674867.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -674914.312500 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -674914.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -674953.000000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -674953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -674991.000000 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -674991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -675028.500000 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -675028.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -675060.375000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -675060.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -675099.812500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -675099.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -675132.687500 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -675132.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -675164.250000 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -675164.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -675190.750000 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -675190.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -675221.312500 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -675221.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -675250.062500 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -675250.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -675274.750000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -675274.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -675297.312500 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -675297.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -675319.500000 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -675319.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -675349.250000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -675349.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -675391.750000 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -675391.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -675434.687500 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -675434.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -675477.562500 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -675477.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -675509.812500 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -675509.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -675550.187500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -675550.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -675581.250000 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -675581.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -675609.937500 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -675609.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -675629.000000 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -675629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -675646.375000 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -675646.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -675660.500000 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -675660.5 nChanged 36
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: -675669.687500 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -675669.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -675676.750000 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -675676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -675682.312500 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -675682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -675684.937500 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -675684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -675689.000000 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -675689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -675690.812500 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -675690.8 nChanged 9
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: -675695.750000 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -675695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -675699.062500 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -675699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -675702.375000 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -675702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -675702.437500 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -675702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -675703.062500 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -675703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -675705.875000 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -675705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -675708.625000 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -675708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -675708.187500 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -675708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -675712.062500 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -675712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -675714.937500 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -675714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -675718.937500 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -675718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -675719.687500 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -675719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -675722.687500 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -675722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -675723.625000 Penalty: 4270.266113
	Iteration 53Q: 3 clusters Score -675723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -675725.625000 Penalty: 4270.266113
	Iteration 54Q: 3 clusters Score -675725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -675727.125000 Penalty: 4270.266113
	Iteration 55Q: 3 clusters Score -675727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -675728.187500 Penalty: 4270.266113
	Iteration 56Q: 3 clusters Score -675728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -675730.312500 Penalty: 4270.266113
	Iteration 57Q: 3 clusters Score -675730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -675732.437500 Penalty: 4270.266113
	Iteration 58Q: 3 clusters Score -675732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -675734.500000 Penalty: 4270.266113
	Iteration 59Q: 3 clusters Score -675734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -675736.812500 Penalty: 4270.266113
	Iteration 60F: 3 clusters Score -675736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -675739.312500 Penalty: 4270.266113
	Iteration 61Q: 3 clusters Score -675739.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -675744.000000 Penalty: 4270.266113
	Iteration 62Q: 3 clusters Score -675744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -675749.000000 Penalty: 4270.266113
	Iteration 63Q: 3 clusters Score -675749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -675753.687500 Penalty: 4270.266113
	Iteration 64Q: 3 clusters Score -675753.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -675759.250000 Penalty: 4270.266113
	Iteration 65Q: 3 clusters Score -675759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -675762.437500 Penalty: 4270.266113
	Iteration 66Q: 3 clusters Score -675762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -675763.062500 Penalty: 4270.266113
	Iteration 67Q: 3 clusters Score -675763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -675766.500000 Penalty: 4270.266113
	Iteration 68Q: 3 clusters Score -675766.5 nChanged 13
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: -675771.750000 Penalty: 4270.266113
	Iteration 69Q: 3 clusters Score -675771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -675774.187500 Penalty: 4270.266113
	Iteration 70Q: 3 clusters Score -675774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -675775.062500 Penalty: 4270.266113
	Iteration 71Q: 3 clusters Score -675775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -675776.812500 Penalty: 4270.266113
	Iteration 72Q: 3 clusters Score -675776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -675777.875000 Penalty: 4270.266113
	Iteration 73Q: 3 clusters Score -675777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -675779.062500 Penalty: 4270.266113
	Iteration 74Q: 3 clusters Score -675779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -675780.437500 Penalty: 4270.266113
	Iteration 75Q: 3 clusters Score -675780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -675780.312500 Penalty: 4270.266113
	Iteration 76Q: 3 clusters Score -675780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -675782.125000 Penalty: 4270.266113
	Iteration 77Q: 3 clusters Score -675782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -675783.500000 Penalty: 4270.266113
	Iteration 78Q: 3 clusters Score -675783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -675785.437500 Penalty: 4270.266113
	Iteration 79Q: 3 clusters Score -675785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -675785.812500 Penalty: 4270.266113
	Iteration 80F: 3 clusters Score -675785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -675786.375000 Penalty: 4270.266113
	Iteration 81Q: 3 clusters Score -675786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -675788.250000 Penalty: 4270.266113
	Iteration 82Q: 3 clusters Score -675788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -675788.125000 Penalty: 4270.266113
	Iteration 83Q: 3 clusters Score -675788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -675788.937500 Penalty: 4270.266113
	Iteration 84Q: 3 clusters Score -675788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -675789.250000 Penalty: 4270.266113
	Iteration 85Q: 3 clusters Score -675789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -675790.187500 Penalty: 4270.266113
	Iteration 86Q: 3 clusters Score -675790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -675790.187500 Penalty: 4270.266113
	Iteration 87F: 3 clusters Score -675790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -640510.000000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -640510 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 2572 members 
Entering Unmasked Estep 
Score: -635837.250000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -635837.2 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -637030.937500 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -637030.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -637287.250000 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -637287.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -637488.500000 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -637488.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -637637.875000 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -637637.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -637754.812500 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -637754.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -637862.562500 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -637862.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -637990.750000 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -637990.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -638098.250000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -638098.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -638186.625000 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -638186.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -638262.500000 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -638262.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -638327.312500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -638327.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -638393.187500 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -638393.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -638475.687500 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -638475.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -638572.062500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -638572.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -638695.625000 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -638695.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -638824.062500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -638824.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -638962.625000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -638962.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -639173.250000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -639173.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -639421.125000 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -639421.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -639646.562500 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -639646.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -639805.937500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -639805.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -639958.187500 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -639958.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -640110.000000 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -640110 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -640229.625000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -640229.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -640374.437500 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -640374.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -640487.250000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -640487.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -640560.437500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -640560.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -640594.187500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -640594.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -640610.562500 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -640610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -640615.000000 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -640615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -640622.062500 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -640622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -640624.750000 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -640624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -640627.250000 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -640627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -640626.437500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -640626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -640626.312500 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -640626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -640626.562500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -640626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -640628.062500 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -640628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -640629.687500 Penalty: 4248.728027
	Iteration 38F: 3 clusters Score -640629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -640629.312500 Penalty: 4248.728027
	Iteration 39Q: 3 clusters Score -640629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -640630.250000 Penalty: 4248.728027
	Iteration 40F: 3 clusters Score -640630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -640630.937500 Penalty: 4248.728027
	Iteration 41Q: 3 clusters Score -640630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -640630.937500 Penalty: 4248.728027
	Iteration 42F: 3 clusters Score -640630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 3020 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Mstep: Class 69 contains 2230 members 
Entering Unmasked Estep 
Score: -134492880.000000 Penalty: 238245.875000
Splitting cluster 49 changes total score from -134493296.000000 to -134492880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -46933.765625 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -46933.77 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 253 members 
Entering Unmasked Estep 
Score: -45582.574219 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -45582.57 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46020.800781 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -46020.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46299.765625 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -46299.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46418.019531 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -46418.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46486.097656 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -46486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46545.222656 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -46545.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46554.265625 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -46554.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46562.167969 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -46562.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46569.046875 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -46569.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46569.046875 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -46569.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -261174.656250 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -261174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -258815.515625 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -258815.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -259407.609375 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -259407.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -259818.046875 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -259818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -260245.515625 Penalty: 3660.916016
	Iteration 3F: 3 clusters Score -260245.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -260574.203125 Penalty: 3660.916016
	Iteration 4F: 3 clusters Score -260574.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -260865.906250 Penalty: 3660.916016
	Iteration 5F: 3 clusters Score -260865.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -261024.093750 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -261024.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -261137.375000 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -261137.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -261201.484375 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -261201.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -261231.328125 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -261231.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -261249.812500 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -261249.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -261265.718750 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -261265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -261274.203125 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -261274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -261283.390625 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -261283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -261288.593750 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -261288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -261292.734375 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -261292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -261295.531250 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -261295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -261296.734375 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -261296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -261298.703125 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -261298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -261300.515625 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -261300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -261301.421875 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -261301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1072 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Mstep: Class 69 contains 533 members 
Entering Unmasked Estep 
Score: -134492368.000000 Penalty: 238245.875000
Splitting cluster 51 changes total score from -134493296.000000 to -134492368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -451379.218750 Penalty: 2036.380371
	Iteration 0F: 2 clusters Score -451379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -447683.468750 Penalty: 4072.760742
	Iteration 0F: 3 clusters Score -447683.5 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -448531.437500 Penalty: 4072.760742
	Iteration 1F: 3 clusters Score -448531.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448743.000000 Penalty: 4072.760742
	Iteration 2F: 3 clusters Score -448743 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -448890.625000 Penalty: 4072.760742
	Iteration 3F: 3 clusters Score -448890.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -448986.906250 Penalty: 4072.760742
	Iteration 4Q: 3 clusters Score -448986.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -449072.875000 Penalty: 4072.760742
	Iteration 5Q: 3 clusters Score -449072.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -449152.718750 Penalty: 4072.760742
	Iteration 6Q: 3 clusters Score -449152.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -449217.343750 Penalty: 4072.760742
	Iteration 7Q: 3 clusters Score -449217.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -449279.218750 Penalty: 4072.760742
	Iteration 8Q: 3 clusters Score -449279.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -449329.125000 Penalty: 4072.760742
	Iteration 9Q: 3 clusters Score -449329.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -449366.000000 Penalty: 4072.760742
	Iteration 10Q: 3 clusters Score -449366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -449393.187500 Penalty: 4072.760742
	Iteration 11Q: 3 clusters Score -449393.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -449419.312500 Penalty: 4072.760742
	Iteration 12Q: 3 clusters Score -449419.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -449444.843750 Penalty: 4072.760742
	Iteration 13Q: 3 clusters Score -449444.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -449472.375000 Penalty: 4072.760742
	Iteration 14Q: 3 clusters Score -449472.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -449493.718750 Penalty: 4072.760742
	Iteration 15Q: 3 clusters Score -449493.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -449509.062500 Penalty: 4072.760742
	Iteration 16Q: 3 clusters Score -449509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -449518.312500 Penalty: 4072.760742
	Iteration 17Q: 3 clusters Score -449518.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -449526.562500 Penalty: 4072.760742
	Iteration 18Q: 3 clusters Score -449526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -449536.562500 Penalty: 4072.760742
	Iteration 19Q: 3 clusters Score -449536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -449550.812500 Penalty: 4072.760742
	Iteration 20F: 3 clusters Score -449550.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -449565.718750 Penalty: 4072.760742
	Iteration 21Q: 3 clusters Score -449565.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -449583.125000 Penalty: 4072.760742
	Iteration 22Q: 3 clusters Score -449583.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -449596.093750 Penalty: 4072.760742
	Iteration 23Q: 3 clusters Score -449596.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -449605.781250 Penalty: 4072.760742
	Iteration 24Q: 3 clusters Score -449605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -449613.468750 Penalty: 4072.760742
	Iteration 25Q: 3 clusters Score -449613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -449615.187500 Penalty: 4072.760742
	Iteration 26Q: 3 clusters Score -449615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -449616.343750 Penalty: 4072.760742
	Iteration 27Q: 3 clusters Score -449616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -449619.062500 Penalty: 4072.760742
	Iteration 28Q: 3 clusters Score -449619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -449621.187500 Penalty: 4072.760742
	Iteration 29Q: 3 clusters Score -449621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -449623.750000 Penalty: 4072.760742
	Iteration 30Q: 3 clusters Score -449623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -449624.687500 Penalty: 4072.760742
	Iteration 31Q: 3 clusters Score -449624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -449625.843750 Penalty: 4072.760742
	Iteration 32Q: 3 clusters Score -449625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -449625.843750 Penalty: 4072.760742
	Iteration 33F: 3 clusters Score -449625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -650567.312500 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -650567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -645826.750000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -645826.8 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -646929.625000 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -646929.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -647208.000000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -647208 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -647462.500000 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -647462.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -647772.000000 Penalty: 4257.715332
	Iteration 4F: 3 clusters Score -647772 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -648024.062500 Penalty: 4257.715332
	Iteration 5F: 3 clusters Score -648024.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -648284.437500 Penalty: 4257.715332
	Iteration 6F: 3 clusters Score -648284.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -648569.687500 Penalty: 4257.715332
	Iteration 7F: 3 clusters Score -648569.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -648801.687500 Penalty: 4257.715332
	Iteration 8F: 3 clusters Score -648801.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -648923.562500 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -648923.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -649000.000000 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -649000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -649047.437500 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -649047.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -649076.250000 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -649076.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -649097.750000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -649097.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -649109.437500 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -649109.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -649116.062500 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -649116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -649120.437500 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -649120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -649129.875000 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -649129.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -649132.687500 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -649132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -649139.500000 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -649139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -649139.812500 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -649139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -649142.750000 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -649142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -649144.000000 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -649144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -649145.625000 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -649145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -649144.625000 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -649144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -649145.000000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -649145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -649145.000000 Penalty: 4257.715332
	Iteration 26F: 3 clusters Score -649145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1324215.250000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1324215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1316217.500000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1316218 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1318480.375000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1318480 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1318763.750000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1318764 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1318979.875000 Penalty: 4597.557617
	Iteration 3Q: 3 clusters Score -1318980 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1319181.500000 Penalty: 4597.557617
	Iteration 4Q: 3 clusters Score -1319182 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1319387.875000 Penalty: 4597.557617
	Iteration 5Q: 3 clusters Score -1319388 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1319616.875000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -1319617 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1319869.625000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -1319870 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1320170.750000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1320171 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1320504.500000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1320504 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1320870.625000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1320871 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1321190.500000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1321190 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1321444.875000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1321445 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1321646.750000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1321647 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1321793.875000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1321794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1321906.875000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1321907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1321998.000000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1321998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1322049.375000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1322049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1322084.000000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1322084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1322115.000000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1322115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1322144.375000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1322144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1322159.250000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1322159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1322167.750000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1322168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1322183.375000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1322183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1322192.125000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1322192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1322203.500000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1322204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1322213.375000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1322213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1322224.000000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1322224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1322236.625000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -1322237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1322247.375000 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -1322247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1322252.375000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -1322252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1322257.625000 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -1322258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1322263.500000 Penalty: 4597.557617
	Iteration 32Q: 3 clusters Score -1322264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1322264.000000 Penalty: 4597.557617
	Iteration 33Q: 3 clusters Score -1322264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1322264.000000 Penalty: 4597.557617
	Iteration 34Q: 3 clusters Score -1322264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1322262.250000 Penalty: 4597.557617
	Iteration 35Q: 3 clusters Score -1322262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1322262.250000 Penalty: 4597.557617
	Iteration 36F: 3 clusters Score -1322262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -282446.562500 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -282446.6 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 1289 members 
Entering Unmasked Estep 
Score: -279531.593750 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -279531.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -280181.875000 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -280181.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -280416.843750 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -280416.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280565.031250 Penalty: 3893.071045
	Iteration 3F: 3 clusters Score -280565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -280678.593750 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -280678.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -280776.406250 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -280776.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280849.062500 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -280849.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280910.625000 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -280910.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -280956.312500 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -280956.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -280989.875000 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -280989.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281029.375000 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -281029.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -281063.375000 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -281063.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -281100.281250 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -281100.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -281126.593750 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -281126.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -281145.906250 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -281145.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281175.187500 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -281175.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281190.406250 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -281190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -281196.718750 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -281196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -281204.031250 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -281204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -281208.687500 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -281208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -281214.406250 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -281214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -281222.812500 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -281222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -281229.062500 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -281229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -281233.656250 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -281233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -281239.375000 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -281239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -281242.593750 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -281242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -281245.093750 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -281245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -281246.531250 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -281246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -281247.281250 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -281247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281248.062500 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -281248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281248.062500 Penalty: 3893.071045
	Iteration 30F: 3 clusters Score -281248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -133073.625000 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -133073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131066.234375 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -131066.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131374.796875 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -131374.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131447.296875 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -131447.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131472.421875 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -131472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131482.796875 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -131482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131489.578125 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -131489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131498.718750 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -131498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131504.015625 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -131504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131509.609375 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -131509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131514.250000 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -131514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131516.140625 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -131516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131518.046875 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -131518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131518.343750 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -131518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131518.343750 Penalty: 3473.520508
	Iteration 13F: 3 clusters Score -131518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -495029.906250 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -495029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -491170.531250 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -491170.5 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -492020.156250 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -492020.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -492199.718750 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -492199.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -492318.281250 Penalty: 4110.738770
	Iteration 3Q: 3 clusters Score -492318.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -492398.406250 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -492398.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -492471.187500 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -492471.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -492550.781250 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -492550.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -492653.281250 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -492653.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -492758.281250 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -492758.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -492843.531250 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -492843.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -492945.968750 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -492946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -493048.562500 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -493048.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -493108.125000 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -493108.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -493180.687500 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -493180.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -493243.937500 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -493243.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -493315.500000 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -493315.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -493378.250000 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -493378.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -493462.375000 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -493462.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -493533.125000 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -493533.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -493601.000000 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -493601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -493655.968750 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -493656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -493700.656250 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -493700.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -493730.812500 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -493730.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -493756.125000 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -493756.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -493787.468750 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -493787.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -493817.750000 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -493817.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -493842.125000 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -493842.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -493862.781250 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -493862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -493879.031250 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -493879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -493890.750000 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -493890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -493900.812500 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -493900.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -493911.937500 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -493911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -493919.000000 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -493919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -493927.031250 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -493927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -493932.000000 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -493932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -493937.437500 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -493937.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -493941.968750 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -493942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -493946.375000 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -493946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -493950.906250 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -493950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -493953.562500 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -493953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -493956.843750 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -493956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -493960.531250 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -493960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -493965.000000 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -493965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -493965.468750 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -493965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -493966.843750 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -493966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -493969.437500 Penalty: 4110.738770
	Iteration 45Q: 3 clusters Score -493969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -493971.156250 Penalty: 4110.738770
	Iteration 46Q: 3 clusters Score -493971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -493971.531250 Penalty: 4110.738770
	Iteration 47Q: 3 clusters Score -493971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -493971.531250 Penalty: 4110.738770
	Iteration 48F: 3 clusters Score -493971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -458245.843750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -458245.8 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 1924 members 
Entering Unmasked Estep 
Score: -454528.656250 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -454528.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455373.843750 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -455373.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -455619.093750 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -455619.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -455762.906250 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -455762.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -455888.875000 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -455888.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -456005.000000 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -456005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -456110.781250 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -456110.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -456225.218750 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -456225.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456333.187500 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -456333.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -456453.750000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -456453.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -456543.812500 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -456543.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456625.031250 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -456625 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -456714.937500 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -456714.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -456805.375000 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -456805.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -456897.593750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -456897.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -457013.125000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -457013.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -457074.281250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -457074.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -457107.250000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -457107.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -457132.843750 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -457132.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -457153.156250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -457153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -457169.656250 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -457169.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -457180.093750 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -457180.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457186.625000 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -457186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -457189.218750 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -457189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -457192.125000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -457192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -457192.312500 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -457192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -457192.750000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -457192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -457193.718750 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -457193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -457193.718750 Penalty: 4089.189697
	Iteration 28F: 3 clusters Score -457193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -1105286.375000 Penalty: 2256.126221
	Iteration 0F: 2 clusters Score -1105286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1098312.625000 Penalty: 4512.252441
	Iteration 0F: 3 clusters Score -1098313 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1100329.500000 Penalty: 4512.252441
	Iteration 1F: 3 clusters Score -1100330 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1100735.250000 Penalty: 4512.252441
	Iteration 2F: 3 clusters Score -1100735 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1101059.875000 Penalty: 4512.252441
	Iteration 3F: 3 clusters Score -1101060 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1101337.375000 Penalty: 4512.252441
	Iteration 4F: 3 clusters Score -1101337 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1101604.375000 Penalty: 4512.252441
	Iteration 5Q: 3 clusters Score -1101604 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1101851.250000 Penalty: 4512.252441
	Iteration 6Q: 3 clusters Score -1101851 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1102077.500000 Penalty: 4512.252441
	Iteration 7Q: 3 clusters Score -1102078 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1102317.250000 Penalty: 4512.252441
	Iteration 8Q: 3 clusters Score -1102317 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1102493.875000 Penalty: 4512.252441
	Iteration 9Q: 3 clusters Score -1102494 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1102626.125000 Penalty: 4512.252441
	Iteration 10Q: 3 clusters Score -1102626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1102720.750000 Penalty: 4512.252441
	Iteration 11Q: 3 clusters Score -1102721 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1102811.125000 Penalty: 4512.252441
	Iteration 12Q: 3 clusters Score -1102811 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1102894.500000 Penalty: 4512.252441
	Iteration 13Q: 3 clusters Score -1102894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1102971.375000 Penalty: 4512.252441
	Iteration 14Q: 3 clusters Score -1102971 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1103053.000000 Penalty: 4512.252441
	Iteration 15Q: 3 clusters Score -1103053 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1103140.625000 Penalty: 4512.252441
	Iteration 16Q: 3 clusters Score -1103141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1103232.375000 Penalty: 4512.252441
	Iteration 17Q: 3 clusters Score -1103232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1103308.500000 Penalty: 4512.252441
	Iteration 18Q: 3 clusters Score -1103308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1103374.750000 Penalty: 4512.252441
	Iteration 19Q: 3 clusters Score -1103375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1103426.500000 Penalty: 4512.252441
	Iteration 20F: 3 clusters Score -1103426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1103469.625000 Penalty: 4512.252441
	Iteration 21Q: 3 clusters Score -1103470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1103496.750000 Penalty: 4512.252441
	Iteration 22Q: 3 clusters Score -1103497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1103532.000000 Penalty: 4512.252441
	Iteration 23Q: 3 clusters Score -1103532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1103554.375000 Penalty: 4512.252441
	Iteration 24Q: 3 clusters Score -1103554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1103578.625000 Penalty: 4512.252441
	Iteration 25Q: 3 clusters Score -1103579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1103607.000000 Penalty: 4512.252441
	Iteration 26Q: 3 clusters Score -1103607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1103639.250000 Penalty: 4512.252441
	Iteration 27Q: 3 clusters Score -1103639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1103673.250000 Penalty: 4512.252441
	Iteration 28Q: 3 clusters Score -1103673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1103713.125000 Penalty: 4512.252441
	Iteration 29Q: 3 clusters Score -1103713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1103751.000000 Penalty: 4512.252441
	Iteration 30Q: 3 clusters Score -1103751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1103784.000000 Penalty: 4512.252441
	Iteration 31Q: 3 clusters Score -1103784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1103811.000000 Penalty: 4512.252441
	Iteration 32Q: 3 clusters Score -1103811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1103834.625000 Penalty: 4512.252441
	Iteration 33Q: 3 clusters Score -1103835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1103868.125000 Penalty: 4512.252441
	Iteration 34Q: 3 clusters Score -1103868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1103905.750000 Penalty: 4512.252441
	Iteration 35Q: 3 clusters Score -1103906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1103932.500000 Penalty: 4512.252441
	Iteration 36Q: 3 clusters Score -1103932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1103957.125000 Penalty: 4512.252441
	Iteration 37Q: 3 clusters Score -1103957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1103986.250000 Penalty: 4512.252441
	Iteration 38Q: 3 clusters Score -1103986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1104017.500000 Penalty: 4512.252441
	Iteration 39Q: 3 clusters Score -1104018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1104045.000000 Penalty: 4512.252441
	Iteration 40F: 3 clusters Score -1104045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1104071.375000 Penalty: 4512.252441
	Iteration 41Q: 3 clusters Score -1104071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1104097.375000 Penalty: 4512.252441
	Iteration 42Q: 3 clusters Score -1104097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1104121.375000 Penalty: 4512.252441
	Iteration 43Q: 3 clusters Score -1104121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1104131.875000 Penalty: 4512.252441
	Iteration 44Q: 3 clusters Score -1104132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1104138.250000 Penalty: 4512.252441
	Iteration 45Q: 3 clusters Score -1104138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1104146.250000 Penalty: 4512.252441
	Iteration 46Q: 3 clusters Score -1104146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1104150.875000 Penalty: 4512.252441
	Iteration 47Q: 3 clusters Score -1104151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1104155.125000 Penalty: 4512.252441
	Iteration 48Q: 3 clusters Score -1104155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1104162.625000 Penalty: 4512.252441
	Iteration 49Q: 3 clusters Score -1104163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1104166.500000 Penalty: 4512.252441
	Iteration 50Q: 3 clusters Score -1104166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1104171.500000 Penalty: 4512.252441
	Iteration 51Q: 3 clusters Score -1104172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1104172.875000 Penalty: 4512.252441
	Iteration 52Q: 3 clusters Score -1104173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1104173.125000 Penalty: 4512.252441
	Iteration 53Q: 3 clusters Score -1104173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1104176.500000 Penalty: 4512.252441
	Iteration 54Q: 3 clusters Score -1104176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1104181.250000 Penalty: 4512.252441
	Iteration 55Q: 3 clusters Score -1104181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1104183.125000 Penalty: 4512.252441
	Iteration 56Q: 3 clusters Score -1104183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1104187.500000 Penalty: 4512.252441
	Iteration 57Q: 3 clusters Score -1104188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1104191.875000 Penalty: 4512.252441
	Iteration 58Q: 3 clusters Score -1104192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1104191.250000 Penalty: 4512.252441
	Iteration 59Q: 3 clusters Score -1104191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1104192.500000 Penalty: 4512.252441
	Iteration 60F: 3 clusters Score -1104192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1104192.000000 Penalty: 4512.252441
	Iteration 61Q: 3 clusters Score -1104192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1104191.500000 Penalty: 4512.252441
	Iteration 62Q: 3 clusters Score -1104192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1104191.500000 Penalty: 4512.252441
	Iteration 63F: 3 clusters Score -1104192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -356732.500000 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -356732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353493.343750 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -353493.3 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -354264.343750 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -354264.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354495.250000 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -354495.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -354676.437500 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -354676.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -354831.531250 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -354831.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -354980.937500 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -354980.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -355139.406250 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -355139.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -355314.843750 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -355314.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -355502.812500 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -355502.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -355706.531250 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -355706.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -356033.437500 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -356033.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -356524.437500 Penalty: 3973.960938
	Iteration 11F: 3 clusters Score -356524.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -356797.156250 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -356797.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -356893.156250 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -356893.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -356935.406250 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -356935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -356949.843750 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -356949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -356957.968750 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -356958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -356962.187500 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -356962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -356965.093750 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -356965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -356970.406250 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -356970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -356973.750000 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -356973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356976.593750 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -356976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -356976.968750 Penalty: 3973.960938
	Iteration 22Q: 3 clusters Score -356977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -356978.375000 Penalty: 3973.960938
	Iteration 23Q: 3 clusters Score -356978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356978.750000 Penalty: 3973.960938
	Iteration 24Q: 3 clusters Score -356978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356978.750000 Penalty: 3973.960938
	Iteration 25F: 3 clusters Score -356978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 1340 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 3123 members 
Mstep: Class 68 contains 12585 members 
Mstep: Class 69 contains 1677 members 
Entering Unmasked Estep 
Score: -134492912.000000 Penalty: 238245.875000
Splitting cluster 60 changes total score from -134493296.000000 to -134492912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -358808.937500 Penalty: 2019.231689
	Iteration 0F: 2 clusters Score -358808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -355350.343750 Penalty: 4038.463379
	Iteration 0F: 3 clusters Score -355350.3 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -356696.156250 Penalty: 4038.463379
	Iteration 1F: 3 clusters Score -356696.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -357406.531250 Penalty: 4038.463379
	Iteration 2F: 3 clusters Score -357406.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -357874.687500 Penalty: 4038.463379
	Iteration 3F: 3 clusters Score -357874.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -358211.406250 Penalty: 4038.463379
	Iteration 4F: 3 clusters Score -358211.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -358427.781250 Penalty: 4038.463379
	Iteration 5F: 3 clusters Score -358427.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -358533.468750 Penalty: 4038.463379
	Iteration 6Q: 3 clusters Score -358533.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -358630.187500 Penalty: 4038.463379
	Iteration 7Q: 3 clusters Score -358630.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -358673.843750 Penalty: 4038.463379
	Iteration 8Q: 3 clusters Score -358673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -358694.593750 Penalty: 4038.463379
	Iteration 9Q: 3 clusters Score -358694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -358702.531250 Penalty: 4038.463379
	Iteration 10Q: 3 clusters Score -358702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -358707.687500 Penalty: 4038.463379
	Iteration 11Q: 3 clusters Score -358707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -358711.000000 Penalty: 4038.463379
	Iteration 12Q: 3 clusters Score -358711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -358713.750000 Penalty: 4038.463379
	Iteration 13Q: 3 clusters Score -358713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -358717.687500 Penalty: 4038.463379
	Iteration 14Q: 3 clusters Score -358717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -358720.468750 Penalty: 4038.463379
	Iteration 15Q: 3 clusters Score -358720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -358723.343750 Penalty: 4038.463379
	Iteration 16Q: 3 clusters Score -358723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -358726.531250 Penalty: 4038.463379
	Iteration 17Q: 3 clusters Score -358726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -358728.750000 Penalty: 4038.463379
	Iteration 18Q: 3 clusters Score -358728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -358730.218750 Penalty: 4038.463379
	Iteration 19Q: 3 clusters Score -358730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -358730.218750 Penalty: 4038.463379
	Iteration 20F: 3 clusters Score -358730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -358731.156250 Penalty: 4038.463379
	Iteration 21Q: 3 clusters Score -358731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -358731.156250 Penalty: 4038.463379
	Iteration 22F: 3 clusters Score -358731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -925582.625000 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -925582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -919494.750000 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -919494.8 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -921273.125000 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -921273.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -921574.812500 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -921574.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -921846.375000 Penalty: 4424.579102
	Iteration 3F: 3 clusters Score -921846.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -922070.750000 Penalty: 4424.579102
	Iteration 4F: 3 clusters Score -922070.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -922286.437500 Penalty: 4424.579102
	Iteration 5Q: 3 clusters Score -922286.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -922533.812500 Penalty: 4424.579102
	Iteration 6Q: 3 clusters Score -922533.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -922832.437500 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -922832.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -923212.937500 Penalty: 4424.579102
	Iteration 8F: 3 clusters Score -923212.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -923575.000000 Penalty: 4424.579102
	Iteration 9F: 3 clusters Score -923575 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -923820.687500 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -923820.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -923970.187500 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -923970.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -924054.937500 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -924054.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -924092.437500 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -924092.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -924105.125000 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -924105.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -924115.375000 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -924115.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -924119.250000 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -924119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -924123.187500 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -924123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -924130.312500 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -924130.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -924138.062500 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -924138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -924143.937500 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -924143.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -924145.000000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -924145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -924147.562500 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -924147.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -924153.437500 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -924153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -924158.750000 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -924158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -924159.937500 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -924159.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -924163.500000 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -924163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -924167.062500 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -924167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -924171.625000 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -924171.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -924177.125000 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -924177.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -924180.562500 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -924180.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -924186.875000 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -924186.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -924192.750000 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -924192.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -924195.750000 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -924195.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -924199.937500 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -924199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -924202.750000 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -924202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -924202.375000 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -924202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -924203.625000 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -924203.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -924208.312500 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -924208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -924210.937500 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -924210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -924213.625000 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -924213.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -924212.687500 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -924212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -924215.062500 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -924215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -924214.187500 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -924214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -924215.312500 Penalty: 4424.579102
	Iteration 44Q: 3 clusters Score -924215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -924214.625000 Penalty: 4424.579102
	Iteration 45Q: 3 clusters Score -924214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -924214.500000 Penalty: 4424.579102
	Iteration 46Q: 3 clusters Score -924214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -924216.187500 Penalty: 4424.579102
	Iteration 47Q: 3 clusters Score -924216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -924215.500000 Penalty: 4424.579102
	Iteration 48Q: 3 clusters Score -924215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -924217.250000 Penalty: 4424.579102
	Iteration 49Q: 3 clusters Score -924217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -924219.000000 Penalty: 4424.579102
	Iteration 50Q: 3 clusters Score -924219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -924218.750000 Penalty: 4424.579102
	Iteration 51Q: 3 clusters Score -924218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -924218.875000 Penalty: 4424.579102
	Iteration 52Q: 3 clusters Score -924218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -924220.875000 Penalty: 4424.579102
	Iteration 53Q: 3 clusters Score -924220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -924220.812500 Penalty: 4424.579102
	Iteration 54Q: 3 clusters Score -924220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -924221.875000 Penalty: 4424.579102
	Iteration 55Q: 3 clusters Score -924221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -924220.812500 Penalty: 4424.579102
	Iteration 56Q: 3 clusters Score -924220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -924221.500000 Penalty: 4424.579102
	Iteration 57Q: 3 clusters Score -924221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -924222.000000 Penalty: 4424.579102
	Iteration 58Q: 3 clusters Score -924222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -924222.250000 Penalty: 4424.579102
	Iteration 59Q: 3 clusters Score -924222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -924221.875000 Penalty: 4424.579102
	Iteration 60F: 3 clusters Score -924221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -924223.250000 Penalty: 4424.579102
	Iteration 61Q: 3 clusters Score -924223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -924223.250000 Penalty: 4424.579102
	Iteration 62F: 3 clusters Score -924223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33192.273438 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33192.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31931.939453 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -31931.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32085.076172 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32085.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32107.351562 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32107.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32144.457031 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32144.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32193.986328 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32193.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32233.798828 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -32233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32281.828125 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -32281.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32344.492188 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -32344.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32371.039062 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -32371.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32395.925781 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -32395.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32464.220703 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -32464.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32496.660156 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -32496.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32509.517578 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -32509.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32517.388672 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -32517.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32526.408203 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -32526.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32532.468750 Penalty: 2885.287109
	Iteration 15Q: 3 clusters Score -32532.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32532.468750 Penalty: 2885.287109
	Iteration 16F: 3 clusters Score -32532.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -183422.312500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -183422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -181377.218750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -181377.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181764.500000 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -181764.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -182015.109375 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -182015.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182228.703125 Penalty: 3492.540283
	Iteration 3F: 3 clusters Score -182228.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -182432.578125 Penalty: 3492.540283
	Iteration 4F: 3 clusters Score -182432.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -182648.625000 Penalty: 3492.540283
	Iteration 5F: 3 clusters Score -182648.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -182825.796875 Penalty: 3492.540283
	Iteration 6F: 3 clusters Score -182825.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -182931.234375 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -182931.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -182998.406250 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -182998.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -183089.765625 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -183089.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -183136.843750 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -183136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -183153.531250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -183153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -183168.765625 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -183168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -183175.609375 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -183175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -183178.812500 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -183178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -183182.828125 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -183182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -183182.828125 Penalty: 3492.540283
	Iteration 16F: 3 clusters Score -183182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -397876.687500 Penalty: 2007.481567
	Iteration 0F: 2 clusters Score -397876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -394444.343750 Penalty: 4014.963135
	Iteration 0F: 3 clusters Score -394444.3 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -395201.625000 Penalty: 4014.963135
	Iteration 1F: 3 clusters Score -395201.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395373.000000 Penalty: 4014.963135
	Iteration 2F: 3 clusters Score -395373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -395465.937500 Penalty: 4014.963135
	Iteration 3Q: 3 clusters Score -395465.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -395511.468750 Penalty: 4014.963135
	Iteration 4Q: 3 clusters Score -395511.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395551.093750 Penalty: 4014.963135
	Iteration 5Q: 3 clusters Score -395551.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -395587.125000 Penalty: 4014.963135
	Iteration 6Q: 3 clusters Score -395587.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -395614.593750 Penalty: 4014.963135
	Iteration 7Q: 3 clusters Score -395614.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -395628.500000 Penalty: 4014.963135
	Iteration 8Q: 3 clusters Score -395628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -395640.937500 Penalty: 4014.963135
	Iteration 9Q: 3 clusters Score -395640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -395653.843750 Penalty: 4014.963135
	Iteration 10Q: 3 clusters Score -395653.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395675.843750 Penalty: 4014.963135
	Iteration 11Q: 3 clusters Score -395675.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -395687.906250 Penalty: 4014.963135
	Iteration 12Q: 3 clusters Score -395687.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -395703.250000 Penalty: 4014.963135
	Iteration 13Q: 3 clusters Score -395703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -395716.125000 Penalty: 4014.963135
	Iteration 14Q: 3 clusters Score -395716.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395731.531250 Penalty: 4014.963135
	Iteration 15Q: 3 clusters Score -395731.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -395744.031250 Penalty: 4014.963135
	Iteration 16Q: 3 clusters Score -395744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -395755.187500 Penalty: 4014.963135
	Iteration 17Q: 3 clusters Score -395755.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -395763.781250 Penalty: 4014.963135
	Iteration 18Q: 3 clusters Score -395763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -395771.843750 Penalty: 4014.963135
	Iteration 19Q: 3 clusters Score -395771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -395778.781250 Penalty: 4014.963135
	Iteration 20F: 3 clusters Score -395778.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -395789.500000 Penalty: 4014.963135
	Iteration 21Q: 3 clusters Score -395789.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -395803.562500 Penalty: 4014.963135
	Iteration 22Q: 3 clusters Score -395803.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -395812.656250 Penalty: 4014.963135
	Iteration 23Q: 3 clusters Score -395812.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -395821.687500 Penalty: 4014.963135
	Iteration 24Q: 3 clusters Score -395821.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -395828.625000 Penalty: 4014.963135
	Iteration 25Q: 3 clusters Score -395828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -395834.343750 Penalty: 4014.963135
	Iteration 26Q: 3 clusters Score -395834.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -395843.937500 Penalty: 4014.963135
	Iteration 27Q: 3 clusters Score -395843.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -395851.875000 Penalty: 4014.963135
	Iteration 28Q: 3 clusters Score -395851.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -395859.437500 Penalty: 4014.963135
	Iteration 29Q: 3 clusters Score -395859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -395875.031250 Penalty: 4014.963135
	Iteration 30Q: 3 clusters Score -395875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -395893.218750 Penalty: 4014.963135
	Iteration 31Q: 3 clusters Score -395893.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -395912.843750 Penalty: 4014.963135
	Iteration 32Q: 3 clusters Score -395912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -395931.968750 Penalty: 4014.963135
	Iteration 33Q: 3 clusters Score -395932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -395956.000000 Penalty: 4014.963135
	Iteration 34Q: 3 clusters Score -395956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -395988.156250 Penalty: 4014.963135
	Iteration 35Q: 3 clusters Score -395988.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -396018.187500 Penalty: 4014.963135
	Iteration 36Q: 3 clusters Score -396018.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -396053.937500 Penalty: 4014.963135
	Iteration 37Q: 3 clusters Score -396053.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -396085.656250 Penalty: 4014.963135
	Iteration 38Q: 3 clusters Score -396085.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -396120.218750 Penalty: 4014.963135
	Iteration 39Q: 3 clusters Score -396120.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -396153.031250 Penalty: 4014.963135
	Iteration 40F: 3 clusters Score -396153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -396185.687500 Penalty: 4014.963135
	Iteration 41Q: 3 clusters Score -396185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -396218.062500 Penalty: 4014.963135
	Iteration 42Q: 3 clusters Score -396218.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -396255.187500 Penalty: 4014.963135
	Iteration 43Q: 3 clusters Score -396255.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396287.343750 Penalty: 4014.963135
	Iteration 44Q: 3 clusters Score -396287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -396305.937500 Penalty: 4014.963135
	Iteration 45Q: 3 clusters Score -396305.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -396321.093750 Penalty: 4014.963135
	Iteration 46Q: 3 clusters Score -396321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -396333.562500 Penalty: 4014.963135
	Iteration 47Q: 3 clusters Score -396333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -396339.125000 Penalty: 4014.963135
	Iteration 48Q: 3 clusters Score -396339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -396343.000000 Penalty: 4014.963135
	Iteration 49Q: 3 clusters Score -396343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -396345.468750 Penalty: 4014.963135
	Iteration 50Q: 3 clusters Score -396345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -396346.843750 Penalty: 4014.963135
	Iteration 51Q: 3 clusters Score -396346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -396346.593750 Penalty: 4014.963135
	Iteration 52Q: 3 clusters Score -396346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -396347.875000 Penalty: 4014.963135
	Iteration 53Q: 3 clusters Score -396347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -396348.156250 Penalty: 4014.963135
	Iteration 54Q: 3 clusters Score -396348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -396350.875000 Penalty: 4014.963135
	Iteration 55Q: 3 clusters Score -396350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -396351.937500 Penalty: 4014.963135
	Iteration 56Q: 3 clusters Score -396351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -396353.906250 Penalty: 4014.963135
	Iteration 57Q: 3 clusters Score -396353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -396353.906250 Penalty: 4014.963135
	Iteration 58F: 3 clusters Score -396353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43576 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242538 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40975 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35585 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 13990 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8399 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 11022 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15791 members 
Mstep: Class 46 contains 12287 members 
Mstep: Class 47 contains 5061 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5250 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 3682 members 
Mstep: Class 53 contains 5346 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 3975 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 8931 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7484 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1143 members 
Mstep: Class 65 contains 3277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134495600.000000 Penalty: 234793.031250
Iteration 159Q: 69 clusters Score -1.344956e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43547 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 242540 members 
Mstep: Class 6 contains 21013 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40974 members 
Mstep: Class 12 contains 10520 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35589 members 
Mstep: Class 15 contains 134209 members 
Mstep: Class 16 contains 69090 members 
Mstep: Class 17 contains 13441 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 37463 members 
Mstep: Class 21 contains 51436 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6257 members 
Mstep: Class 30 contains 10176 members 
Mstep: Class 31 contains 29092 members 
Mstep: Class 32 contains 5689 members 
Mstep: Class 33 contains 17309 members 
Mstep: Class 34 contains 41650 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 14120 members 
Mstep: Class 37 contains 11853 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8532 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 10245 members 
Mstep: Class 43 contains 11077 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 15737 members 
Mstep: Class 46 contains 12291 members 
Mstep: Class 47 contains 5041 members 
Mstep: Class 48 contains 5481 members 
Mstep: Class 49 contains 5249 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1597 members 
Mstep: Class 52 contains 3684 members 
Mstep: Class 53 contains 5345 members 
Mstep: Class 54 contains 10608 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1101 members 
Mstep: Class 57 contains 3998 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9009 members 
Mstep: Class 60 contains 3030 members 
Mstep: Class 61 contains 3437 members 
Mstep: Class 62 contains 7488 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1150 members 
Mstep: Class 65 contains 3285 members 
Mstep: Class 66 contains 2318 members 
Mstep: Class 67 contains 3102 members 
Mstep: Class 68 contains 12178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134496576.000000 Penalty: 234793.031250
Iteration 160F: 69 clusters Score -1.344966e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242522 members 
Mstep: Class 6 contains 21017 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40967 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35592 members 
Mstep: Class 15 contains 134170 members 
Mstep: Class 16 contains 69066 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 37441 members 
Mstep: Class 21 contains 51430 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5697 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29111 members 
Mstep: Class 32 contains 5682 members 
Mstep: Class 33 contains 17312 members 
Mstep: Class 34 contains 41643 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 14192 members 
Mstep: Class 37 contains 11856 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8549 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 10051 members 
Mstep: Class 43 contains 11098 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 15688 members 
Mstep: Class 46 contains 12295 members 
Mstep: Class 47 contains 5018 members 
Mstep: Class 48 contains 5478 members 
Mstep: Class 49 contains 5248 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1593 members 
Mstep: Class 52 contains 3661 members 
Mstep: Class 53 contains 5344 members 
Mstep: Class 54 contains 10607 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1101 members 
Mstep: Class 57 contains 4011 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9008 members 
Mstep: Class 60 contains 3062 members 
Mstep: Class 61 contains 3440 members 
Mstep: Class 62 contains 7485 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1153 members 
Mstep: Class 65 contains 3294 members 
Mstep: Class 66 contains 2399 members 
Mstep: Class 67 contains 3185 members 
Mstep: Class 68 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497312.000000 Penalty: 234793.031250
Iteration 161Q: 69 clusters Score -1.344973e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242503 members 
Mstep: Class 6 contains 21026 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 21350 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 40959 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35590 members 
Mstep: Class 15 contains 134148 members 
Mstep: Class 16 contains 69045 members 
Mstep: Class 17 contains 13416 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 37418 members 
Mstep: Class 21 contains 51421 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5699 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6269 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29127 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 17320 members 
Mstep: Class 34 contains 41632 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 14258 members 
Mstep: Class 37 contains 11851 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8580 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9914 members 
Mstep: Class 43 contains 11140 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 15645 members 
Mstep: Class 46 contains 12298 members 
Mstep: Class 47 contains 4999 members 
Mstep: Class 48 contains 5479 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1584 members 
Mstep: Class 52 contains 3640 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10606 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4026 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 9026 members 
Mstep: Class 60 contains 3081 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1169 members 
Mstep: Class 65 contains 3308 members 
Mstep: Class 66 contains 2456 members 
Mstep: Class 67 contains 3233 members 
Mstep: Class 68 contains 12195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497520.000000 Penalty: 234793.031250
Iteration 162Q: 69 clusters Score -1.344975e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43484 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242502 members 
Mstep: Class 6 contains 21034 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 21306 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 40953 members 
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Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35589 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 69013 members 
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Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 37394 members 
Mstep: Class 21 contains 51405 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5699 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6273 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29133 members 
Mstep: Class 32 contains 5683 members 
Mstep: Class 33 contains 17330 members 
Mstep: Class 34 contains 41639 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 14305 members 
Mstep: Class 37 contains 11854 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8611 members 
Mstep: Class 41 contains 2665 members 
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Mstep: Class 43 contains 11169 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 15614 members 
Mstep: Class 46 contains 12298 members 
Mstep: Class 47 contains 4991 members 
Mstep: Class 48 contains 5480 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1582 members 
Mstep: Class 52 contains 3628 members 
Mstep: Class 53 contains 5340 members 
Mstep: Class 54 contains 10604 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1102 members 
Mstep: Class 57 contains 4038 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9052 members 
Mstep: Class 60 contains 3090 members 
Mstep: Class 61 contains 3448 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
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Mstep: Class 66 contains 2498 members 
Mstep: Class 67 contains 3257 members 
Mstep: Class 68 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497600.000000 Penalty: 234793.031250
Iteration 163Q: 69 clusters Score -1.344976e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43466 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242488 members 
Mstep: Class 6 contains 21042 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 21274 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 10561 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35589 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 17 contains 13403 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 37374 members 
Mstep: Class 21 contains 51422 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6271 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29129 members 
Mstep: Class 32 contains 5685 members 
Mstep: Class 33 contains 17345 members 
Mstep: Class 34 contains 41649 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14315 members 
Mstep: Class 37 contains 11859 members 
Mstep: Class 38 contains 1197 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8628 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9721 members 
Mstep: Class 43 contains 11188 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15583 members 
Mstep: Class 46 contains 12299 members 
Mstep: Class 47 contains 4985 members 
Mstep: Class 48 contains 5480 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1577 members 
Mstep: Class 52 contains 3622 members 
Mstep: Class 53 contains 5340 members 
Mstep: Class 54 contains 10604 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1101 members 
Mstep: Class 57 contains 4044 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9077 members 
Mstep: Class 60 contains 3097 members 
Mstep: Class 61 contains 3451 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1195 members 
Mstep: Class 65 contains 3319 members 
Mstep: Class 66 contains 2537 members 
Mstep: Class 67 contains 3264 members 
Mstep: Class 68 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497712.000000 Penalty: 234793.031250
Iteration 164Q: 69 clusters Score -1.344977e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43443 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242483 members 
Mstep: Class 6 contains 21049 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1909 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 40953 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35591 members 
Mstep: Class 15 contains 134135 members 
Mstep: Class 16 contains 68974 members 
Mstep: Class 17 contains 13398 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 37360 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6270 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29126 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 17366 members 
Mstep: Class 34 contains 41673 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14297 members 
Mstep: Class 37 contains 11863 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8651 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9645 members 
Mstep: Class 43 contains 11212 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15555 members 
Mstep: Class 46 contains 12299 members 
Mstep: Class 47 contains 4978 members 
Mstep: Class 48 contains 5481 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1569 members 
Mstep: Class 52 contains 3616 members 
Mstep: Class 53 contains 5340 members 
Mstep: Class 54 contains 10604 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9096 members 
Mstep: Class 60 contains 3100 members 
Mstep: Class 61 contains 3449 members 
Mstep: Class 62 contains 7477 members 
Mstep: Class 63 contains 336 members 
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Mstep: Class 65 contains 3327 members 
Mstep: Class 66 contains 2557 members 
Mstep: Class 67 contains 3268 members 
Mstep: Class 68 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134497776.000000 Penalty: 234793.031250
Iteration 165Q: 69 clusters Score -1.344978e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43423 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242472 members 
Mstep: Class 6 contains 21059 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1936 members 
Mstep: Class 9 contains 21210 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40952 members 
Mstep: Class 12 contains 10577 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35593 members 
Mstep: Class 15 contains 134128 members 
Mstep: Class 16 contains 68965 members 
Mstep: Class 17 contains 13395 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 37358 members 
Mstep: Class 21 contains 51451 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6275 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29121 members 
Mstep: Class 32 contains 5695 members 
Mstep: Class 33 contains 17391 members 
Mstep: Class 34 contains 41687 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14279 members 
Mstep: Class 37 contains 11867 members 
Mstep: Class 38 contains 1184 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8654 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9585 members 
Mstep: Class 43 contains 11238 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15528 members 
Mstep: Class 46 contains 12299 members 
Mstep: Class 47 contains 4970 members 
Mstep: Class 48 contains 5480 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1568 members 
Mstep: Class 52 contains 3615 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 3809 members 
Mstep: Class 59 contains 9120 members 
Mstep: Class 60 contains 3102 members 
Mstep: Class 61 contains 3450 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1224 members 
Mstep: Class 65 contains 3332 members 
Mstep: Class 66 contains 2574 members 
Mstep: Class 67 contains 3270 members 
Mstep: Class 68 contains 12153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498048.000000 Penalty: 234793.031250
Iteration 166Q: 69 clusters Score -1.34498e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43397 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242468 members 
Mstep: Class 6 contains 21073 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 21170 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 134134 members 
Mstep: Class 16 contains 68958 members 
Mstep: Class 17 contains 13391 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 1409 members 
Mstep: Class 20 contains 37354 members 
Mstep: Class 21 contains 51463 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5699 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29106 members 
Mstep: Class 32 contains 5704 members 
Mstep: Class 33 contains 17403 members 
Mstep: Class 34 contains 41703 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14272 members 
Mstep: Class 37 contains 11873 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 7381 members 
Mstep: Class 40 contains 8665 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9539 members 
Mstep: Class 43 contains 11257 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15507 members 
Mstep: Class 46 contains 12299 members 
Mstep: Class 47 contains 4956 members 
Mstep: Class 48 contains 5476 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1568 members 
Mstep: Class 52 contains 3608 members 
Mstep: Class 53 contains 5342 members 
Mstep: Class 54 contains 10596 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4057 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9139 members 
Mstep: Class 60 contains 3104 members 
Mstep: Class 61 contains 3450 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1232 members 
Mstep: Class 65 contains 3334 members 
Mstep: Class 66 contains 2595 members 
Mstep: Class 67 contains 3274 members 
Mstep: Class 68 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498448.000000 Penalty: 234793.031250
Iteration 167Q: 69 clusters Score -1.344984e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43380 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242469 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40949 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 134131 members 
Mstep: Class 16 contains 68952 members 
Mstep: Class 17 contains 13387 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 37348 members 
Mstep: Class 21 contains 51476 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6281 members 
Mstep: Class 30 contains 10177 members 
Mstep: Class 31 contains 29101 members 
Mstep: Class 32 contains 5712 members 
Mstep: Class 33 contains 17416 members 
Mstep: Class 34 contains 41719 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14262 members 
Mstep: Class 37 contains 11878 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7381 members 
Mstep: Class 40 contains 8670 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9511 members 
Mstep: Class 43 contains 11275 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15474 members 
Mstep: Class 46 contains 12300 members 
Mstep: Class 47 contains 4941 members 
Mstep: Class 48 contains 5476 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 3606 members 
Mstep: Class 53 contains 5342 members 
Mstep: Class 54 contains 10589 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4061 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9157 members 
Mstep: Class 60 contains 3109 members 
Mstep: Class 61 contains 3448 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1236 members 
Mstep: Class 65 contains 3338 members 
Mstep: Class 66 contains 2612 members 
Mstep: Class 67 contains 3278 members 
Mstep: Class 68 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498224.000000 Penalty: 234793.031250
Iteration 168Q: 69 clusters Score -1.344982e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43366 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242468 members 
Mstep: Class 6 contains 21083 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 21116 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 10632 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 35611 members 
Mstep: Class 15 contains 134140 members 
Mstep: Class 16 contains 68935 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 37340 members 
Mstep: Class 21 contains 51492 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6281 members 
Mstep: Class 30 contains 10178 members 
Mstep: Class 31 contains 29093 members 
Mstep: Class 32 contains 5723 members 
Mstep: Class 33 contains 17418 members 
Mstep: Class 34 contains 41736 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14256 members 
Mstep: Class 37 contains 11889 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8679 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9487 members 
Mstep: Class 43 contains 11292 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15449 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4907 members 
Mstep: Class 48 contains 5472 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1564 members 
Mstep: Class 52 contains 3603 members 
Mstep: Class 53 contains 5342 members 
Mstep: Class 54 contains 10582 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4066 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9170 members 
Mstep: Class 60 contains 3113 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1244 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2629 members 
Mstep: Class 67 contains 3281 members 
Mstep: Class 68 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498320.000000 Penalty: 234793.031250
Iteration 169Q: 69 clusters Score -1.344983e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43345 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242473 members 
Mstep: Class 6 contains 21094 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 21088 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 134138 members 
Mstep: Class 16 contains 68921 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 37330 members 
Mstep: Class 21 contains 51510 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10180 members 
Mstep: Class 31 contains 29090 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 17428 members 
Mstep: Class 34 contains 41757 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 11895 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8685 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9468 members 
Mstep: Class 43 contains 11310 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15419 members 
Mstep: Class 46 contains 12303 members 
Mstep: Class 47 contains 4865 members 
Mstep: Class 48 contains 5468 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1564 members 
Mstep: Class 52 contains 3601 members 
Mstep: Class 53 contains 5342 members 
Mstep: Class 54 contains 10581 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4070 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9184 members 
Mstep: Class 60 contains 3114 members 
Mstep: Class 61 contains 3444 members 
Mstep: Class 62 contains 7477 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1251 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2641 members 
Mstep: Class 67 contains 3282 members 
Mstep: Class 68 contains 12105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498416.000000 Penalty: 234793.031250
Iteration 170Q: 69 clusters Score -1.344984e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43318 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242472 members 
Mstep: Class 6 contains 21111 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 21054 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10646 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 134144 members 
Mstep: Class 16 contains 68911 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 37326 members 
Mstep: Class 21 contains 51519 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10180 members 
Mstep: Class 31 contains 29100 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 17433 members 
Mstep: Class 34 contains 41763 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 11901 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8692 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 9452 members 
Mstep: Class 43 contains 11324 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15398 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4801 members 
Mstep: Class 48 contains 5467 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1565 members 
Mstep: Class 52 contains 3599 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10582 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4071 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9202 members 
Mstep: Class 60 contains 3115 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1252 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2654 members 
Mstep: Class 67 contains 3281 members 
Mstep: Class 68 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498752.000000 Penalty: 234793.031250
Iteration 171Q: 69 clusters Score -1.344988e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43289 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242461 members 
Mstep: Class 6 contains 21134 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 21024 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40944 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 35619 members 
Mstep: Class 15 contains 134144 members 
Mstep: Class 16 contains 68904 members 
Mstep: Class 17 contains 13384 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 37321 members 
Mstep: Class 21 contains 51539 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10179 members 
Mstep: Class 31 contains 29106 members 
Mstep: Class 32 contains 5745 members 
Mstep: Class 33 contains 17439 members 
Mstep: Class 34 contains 41777 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14238 members 
Mstep: Class 37 contains 11903 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8696 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9438 members 
Mstep: Class 43 contains 11334 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15371 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4728 members 
Mstep: Class 48 contains 5468 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1565 members 
Mstep: Class 52 contains 3599 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10584 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4072 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9217 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3441 members 
Mstep: Class 62 contains 7480 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1256 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2659 members 
Mstep: Class 67 contains 3284 members 
Mstep: Class 68 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498736.000000 Penalty: 234793.031250
Iteration 172Q: 69 clusters Score -1.344987e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43254 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242465 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 21003 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40939 members 
Mstep: Class 12 contains 10657 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 35620 members 
Mstep: Class 15 contains 134152 members 
Mstep: Class 16 contains 68894 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 37315 members 
Mstep: Class 21 contains 51558 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5370 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10178 members 
Mstep: Class 31 contains 29110 members 
Mstep: Class 32 contains 5753 members 
Mstep: Class 33 contains 17451 members 
Mstep: Class 34 contains 41782 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14235 members 
Mstep: Class 37 contains 11903 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8703 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9423 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15354 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4675 members 
Mstep: Class 48 contains 5467 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1566 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10585 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4073 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9229 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3440 members 
Mstep: Class 62 contains 7481 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1257 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2667 members 
Mstep: Class 67 contains 3284 members 
Mstep: Class 68 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499088.000000 Penalty: 234793.031250
Iteration 173Q: 69 clusters Score -1.344991e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43220 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242464 members 
Mstep: Class 6 contains 21154 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134148 members 
Mstep: Class 16 contains 68890 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 37312 members 
Mstep: Class 21 contains 51563 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 6281 members 
Mstep: Class 30 contains 10177 members 
Mstep: Class 31 contains 29114 members 
Mstep: Class 32 contains 5757 members 
Mstep: Class 33 contains 17467 members 
Mstep: Class 34 contains 41788 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14239 members 
Mstep: Class 37 contains 11904 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8705 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9413 members 
Mstep: Class 43 contains 11361 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15334 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4627 members 
Mstep: Class 48 contains 5470 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 3597 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10586 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4075 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9236 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 7479 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1259 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2671 members 
Mstep: Class 67 contains 3285 members 
Mstep: Class 68 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134498848.000000 Penalty: 234793.031250
Iteration 174Q: 69 clusters Score -1.344988e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43196 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242463 members 
Mstep: Class 6 contains 21162 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 20986 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 10657 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134148 members 
Mstep: Class 16 contains 68885 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 37308 members 
Mstep: Class 21 contains 51569 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5365 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29120 members 
Mstep: Class 32 contains 5759 members 
Mstep: Class 33 contains 17476 members 
Mstep: Class 34 contains 41790 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14237 members 
Mstep: Class 37 contains 11909 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 8717 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9401 members 
Mstep: Class 43 contains 11372 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15313 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4567 members 
Mstep: Class 48 contains 5478 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 3597 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10588 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4077 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9246 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1261 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2679 members 
Mstep: Class 67 contains 3286 members 
Mstep: Class 68 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499040.000000 Penalty: 234793.031250
Iteration 175Q: 69 clusters Score -1.34499e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43177 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242460 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 20977 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 10661 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134143 members 
Mstep: Class 16 contains 68876 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 37305 members 
Mstep: Class 21 contains 51569 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 5363 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10176 members 
Mstep: Class 31 contains 29121 members 
Mstep: Class 32 contains 5763 members 
Mstep: Class 33 contains 17486 members 
Mstep: Class 34 contains 41800 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14250 members 
Mstep: Class 37 contains 11911 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8728 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9385 members 
Mstep: Class 43 contains 11384 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15292 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4498 members 
Mstep: Class 48 contains 5483 members 
Mstep: Class 49 contains 5247 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1569 members 
Mstep: Class 52 contains 3597 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10591 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4079 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9250 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 7478 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1262 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2689 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499360.000000 Penalty: 234793.031250
Iteration 176Q: 69 clusters Score -1.344994e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43157 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242463 members 
Mstep: Class 6 contains 21188 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 20969 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 10664 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134137 members 
Mstep: Class 16 contains 68864 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 37303 members 
Mstep: Class 21 contains 51575 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5367 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29126 members 
Mstep: Class 32 contains 5767 members 
Mstep: Class 33 contains 17494 members 
Mstep: Class 34 contains 41811 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14237 members 
Mstep: Class 37 contains 11912 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8738 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9378 members 
Mstep: Class 43 contains 11402 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15276 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4436 members 
Mstep: Class 48 contains 5484 members 
Mstep: Class 49 contains 5246 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 3597 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10593 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4080 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9261 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7473 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1266 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2694 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499024.000000 Penalty: 234793.031250
Iteration 177Q: 69 clusters Score -1.34499e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43146 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242461 members 
Mstep: Class 6 contains 21192 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 20961 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134133 members 
Mstep: Class 16 contains 68860 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 37300 members 
Mstep: Class 21 contains 51572 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5367 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29121 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 17510 members 
Mstep: Class 34 contains 41819 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14238 members 
Mstep: Class 37 contains 11914 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8748 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9368 members 
Mstep: Class 43 contains 11418 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15263 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4405 members 
Mstep: Class 48 contains 5486 members 
Mstep: Class 49 contains 5245 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1565 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10591 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4082 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9267 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3449 members 
Mstep: Class 62 contains 7467 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1270 members 
Mstep: Class 65 contains 3341 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 3289 members 
Mstep: Class 68 contains 12093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499216.000000 Penalty: 234793.031250
Iteration 178Q: 69 clusters Score -1.344992e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43133 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242455 members 
Mstep: Class 6 contains 21195 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 20956 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35623 members 
Mstep: Class 15 contains 134140 members 
Mstep: Class 16 contains 68857 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 16410 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 37294 members 
Mstep: Class 21 contains 51585 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29119 members 
Mstep: Class 32 contains 5773 members 
Mstep: Class 33 contains 17523 members 
Mstep: Class 34 contains 41823 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14237 members 
Mstep: Class 37 contains 11914 members 
Mstep: Class 38 contains 1181 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9358 members 
Mstep: Class 43 contains 11429 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15246 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4382 members 
Mstep: Class 48 contains 5485 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1564 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10589 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4084 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9269 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3450 members 
Mstep: Class 62 contains 7466 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1273 members 
Mstep: Class 65 contains 3342 members 
Mstep: Class 66 contains 2707 members 
Mstep: Class 67 contains 3289 members 
Mstep: Class 68 contains 12088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499104.000000 Penalty: 234793.031250
Iteration 179Q: 69 clusters Score -1.344991e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43117 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242453 members 
Mstep: Class 6 contains 21197 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 20952 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134132 members 
Mstep: Class 16 contains 68851 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 16410 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 37292 members 
Mstep: Class 21 contains 51592 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5368 members 
Mstep: Class 29 contains 6281 members 
Mstep: Class 30 contains 10176 members 
Mstep: Class 31 contains 29123 members 
Mstep: Class 32 contains 5782 members 
Mstep: Class 33 contains 17534 members 
Mstep: Class 34 contains 41831 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14232 members 
Mstep: Class 37 contains 11914 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9349 members 
Mstep: Class 43 contains 11439 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 15228 members 
Mstep: Class 46 contains 12302 members 
Mstep: Class 47 contains 4374 members 
Mstep: Class 48 contains 5487 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1562 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10591 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4085 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9274 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3447 members 
Mstep: Class 62 contains 7465 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3343 members 
Mstep: Class 66 contains 2711 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499104.000000 Penalty: 234793.031250
Iteration 180F: 69 clusters Score -1.344991e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43102 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242455 members 
Mstep: Class 6 contains 21197 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20941 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 10672 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134135 members 
Mstep: Class 16 contains 68840 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 37292 members 
Mstep: Class 21 contains 51595 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 6280 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29125 members 
Mstep: Class 32 contains 5790 members 
Mstep: Class 33 contains 17546 members 
Mstep: Class 34 contains 41839 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14219 members 
Mstep: Class 37 contains 11916 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8768 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9341 members 
Mstep: Class 43 contains 11450 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 15211 members 
Mstep: Class 46 contains 12303 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1559 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10592 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4085 members 
Mstep: Class 58 contains 3808 members 
Mstep: Class 59 contains 9278 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7465 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1278 members 
Mstep: Class 65 contains 3343 members 
Mstep: Class 66 contains 2718 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499248.000000 Penalty: 234793.031250
Iteration 181Q: 69 clusters Score -1.344992e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43087 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242455 members 
Mstep: Class 6 contains 21199 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20931 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134134 members 
Mstep: Class 16 contains 68828 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 51601 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 5370 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29123 members 
Mstep: Class 32 contains 5793 members 
Mstep: Class 33 contains 17558 members 
Mstep: Class 34 contains 41846 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11922 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8769 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9336 members 
Mstep: Class 43 contains 11456 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 15196 members 
Mstep: Class 46 contains 12304 members 
Mstep: Class 47 contains 4358 members 
Mstep: Class 48 contains 5497 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1559 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10591 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4086 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9285 members 
Mstep: Class 60 contains 3116 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7465 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1279 members 
Mstep: Class 65 contains 3343 members 
Mstep: Class 66 contains 2724 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499136.000000 Penalty: 234793.031250
Iteration 182Q: 69 clusters Score -1.344991e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242459 members 
Mstep: Class 6 contains 21202 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 20921 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 10680 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35623 members 
Mstep: Class 15 contains 134133 members 
Mstep: Class 16 contains 68816 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 37290 members 
Mstep: Class 21 contains 51597 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29114 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 17573 members 
Mstep: Class 34 contains 41853 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14212 members 
Mstep: Class 37 contains 11923 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8771 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9330 members 
Mstep: Class 43 contains 11462 members 
Mstep: Class 44 contains 1513 members 
Mstep: Class 45 contains 15189 members 
Mstep: Class 46 contains 12307 members 
Mstep: Class 47 contains 4356 members 
Mstep: Class 48 contains 5499 members 
Mstep: Class 49 contains 5243 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1557 members 
Mstep: Class 52 contains 3598 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10589 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9295 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3440 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1281 members 
Mstep: Class 65 contains 3343 members 
Mstep: Class 66 contains 2728 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499392.000000 Penalty: 234793.031250
Iteration 183Q: 69 clusters Score -1.344994e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43071 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242459 members 
Mstep: Class 6 contains 21209 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20913 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40930 members 
Mstep: Class 12 contains 10680 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 15 contains 134131 members 
Mstep: Class 16 contains 68807 members 
Mstep: Class 17 contains 13374 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 37290 members 
Mstep: Class 21 contains 51603 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6279 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29106 members 
Mstep: Class 32 contains 5809 members 
Mstep: Class 33 contains 17583 members 
Mstep: Class 34 contains 41857 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14211 members 
Mstep: Class 37 contains 11925 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8776 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9325 members 
Mstep: Class 43 contains 11468 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 15177 members 
Mstep: Class 46 contains 12311 members 
Mstep: Class 47 contains 4351 members 
Mstep: Class 48 contains 5499 members 
Mstep: Class 49 contains 5242 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1555 members 
Mstep: Class 52 contains 3597 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10589 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9304 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1283 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2732 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499392.000000 Penalty: 234793.031250
Iteration 184Q: 69 clusters Score -1.344994e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43061 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242454 members 
Mstep: Class 6 contains 21215 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20896 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40933 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35626 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 68796 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 51612 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6280 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29101 members 
Mstep: Class 32 contains 5817 members 
Mstep: Class 33 contains 17590 members 
Mstep: Class 34 contains 41860 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14215 members 
Mstep: Class 37 contains 11924 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8777 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9318 members 
Mstep: Class 43 contains 11473 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15168 members 
Mstep: Class 46 contains 12312 members 
Mstep: Class 47 contains 4350 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5242 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10590 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9319 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3434 members 
Mstep: Class 62 contains 7463 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1285 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2739 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499248.000000 Penalty: 234793.031250
Iteration 185Q: 69 clusters Score -1.344992e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43050 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242460 members 
Mstep: Class 6 contains 21217 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20886 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35627 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 68782 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 37289 members 
Mstep: Class 21 contains 51621 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29090 members 
Mstep: Class 32 contains 5825 members 
Mstep: Class 33 contains 17598 members 
Mstep: Class 34 contains 41863 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14217 members 
Mstep: Class 37 contains 11925 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7385 members 
Mstep: Class 40 contains 8775 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9311 members 
Mstep: Class 43 contains 11477 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15155 members 
Mstep: Class 46 contains 12312 members 
Mstep: Class 47 contains 4349 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5241 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10591 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3807 members 
Mstep: Class 59 contains 9329 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3433 members 
Mstep: Class 62 contains 7463 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1286 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2744 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499312.000000 Penalty: 234793.031250
Iteration 186Q: 69 clusters Score -1.344993e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43045 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242467 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20883 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 10700 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35627 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68771 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37289 members 
Mstep: Class 21 contains 51620 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29077 members 
Mstep: Class 32 contains 5835 members 
Mstep: Class 33 contains 17609 members 
Mstep: Class 34 contains 41866 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14216 members 
Mstep: Class 37 contains 11922 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8774 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9306 members 
Mstep: Class 43 contains 11482 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15144 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5239 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10593 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9337 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3432 members 
Mstep: Class 62 contains 7463 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1286 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2750 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499280.000000 Penalty: 234793.031250
Iteration 187Q: 69 clusters Score -1.344993e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43038 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242469 members 
Mstep: Class 6 contains 21224 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20875 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35627 members 
Mstep: Class 15 contains 134126 members 
Mstep: Class 16 contains 68760 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37290 members 
Mstep: Class 21 contains 51629 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6283 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29069 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 17621 members 
Mstep: Class 34 contains 41870 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14212 members 
Mstep: Class 37 contains 11919 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8776 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9303 members 
Mstep: Class 43 contains 11485 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15130 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5238 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1555 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10596 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9347 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3429 members 
Mstep: Class 62 contains 7463 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1286 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2752 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499392.000000 Penalty: 234793.031250
Iteration 188Q: 69 clusters Score -1.344994e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43032 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 242468 members 
Mstep: Class 6 contains 21231 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20861 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10713 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35628 members 
Mstep: Class 15 contains 134131 members 
Mstep: Class 16 contains 68752 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37292 members 
Mstep: Class 21 contains 51633 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 29058 members 
Mstep: Class 32 contains 5842 members 
Mstep: Class 33 contains 17633 members 
Mstep: Class 34 contains 41871 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11922 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8777 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9298 members 
Mstep: Class 43 contains 11488 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15115 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5238 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9361 members 
Mstep: Class 60 contains 3117 members 
Mstep: Class 61 contains 3428 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1287 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2757 members 
Mstep: Class 67 contains 3288 members 
Mstep: Class 68 contains 12052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499264.000000 Penalty: 234793.031250
Iteration 189Q: 69 clusters Score -1.344993e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43030 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 242473 members 
Mstep: Class 6 contains 21236 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20848 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35626 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 68745 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37290 members 
Mstep: Class 21 contains 51643 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29055 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 17644 members 
Mstep: Class 34 contains 41871 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14212 members 
Mstep: Class 37 contains 11918 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8777 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9293 members 
Mstep: Class 43 contains 11491 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15100 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5238 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10600 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4090 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9363 members 
Mstep: Class 60 contains 3118 members 
Mstep: Class 61 contains 3432 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1288 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2761 members 
Mstep: Class 67 contains 3289 members 
Mstep: Class 68 contains 12050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499408.000000 Penalty: 234793.031250
Iteration 190Q: 69 clusters Score -1.344994e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43029 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242482 members 
Mstep: Class 6 contains 21239 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20837 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 10728 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35627 members 
Mstep: Class 15 contains 134132 members 
Mstep: Class 16 contains 68738 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37286 members 
Mstep: Class 21 contains 51648 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1491 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10173 members 
Mstep: Class 31 contains 29058 members 
Mstep: Class 32 contains 5844 members 
Mstep: Class 33 contains 17651 members 
Mstep: Class 34 contains 41872 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11917 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8778 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9289 members 
Mstep: Class 43 contains 11491 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15080 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5238 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3596 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9367 members 
Mstep: Class 60 contains 3120 members 
Mstep: Class 61 contains 3432 members 
Mstep: Class 62 contains 7460 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2765 members 
Mstep: Class 67 contains 3290 members 
Mstep: Class 68 contains 12047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499424.000000 Penalty: 234793.031250
Iteration 191Q: 69 clusters Score -1.344994e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43019 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242487 members 
Mstep: Class 6 contains 21247 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20834 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40927 members 
Mstep: Class 12 contains 10740 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 15 contains 134133 members 
Mstep: Class 16 contains 68729 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37284 members 
Mstep: Class 21 contains 51651 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10174 members 
Mstep: Class 31 contains 29054 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 17659 members 
Mstep: Class 34 contains 41872 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11917 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8778 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9289 members 
Mstep: Class 43 contains 11493 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15063 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5503 members 
Mstep: Class 49 contains 5237 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3594 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 2559 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9371 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3433 members 
Mstep: Class 62 contains 7460 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2766 members 
Mstep: Class 67 contains 3291 members 
Mstep: Class 68 contains 12045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499376.000000 Penalty: 234793.031250
Iteration 192Q: 69 clusters Score -1.344994e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 43007 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242491 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20829 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40926 members 
Mstep: Class 12 contains 10758 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 15 contains 134133 members 
Mstep: Class 16 contains 68725 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37282 members 
Mstep: Class 21 contains 51654 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29056 members 
Mstep: Class 32 contains 5850 members 
Mstep: Class 33 contains 17666 members 
Mstep: Class 34 contains 41872 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11917 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8779 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9287 members 
Mstep: Class 43 contains 11497 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15036 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5504 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3592 members 
Mstep: Class 53 contains 5341 members 
Mstep: Class 54 contains 10598 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9373 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3434 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3344 members 
Mstep: Class 66 contains 2768 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499312.000000 Penalty: 234793.031250
Iteration 193Q: 69 clusters Score -1.344993e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 42994 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21267 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20815 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40926 members 
Mstep: Class 12 contains 10772 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 134134 members 
Mstep: Class 16 contains 68725 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51653 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 29059 members 
Mstep: Class 32 contains 5849 members 
Mstep: Class 33 contains 17677 members 
Mstep: Class 34 contains 41873 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14214 members 
Mstep: Class 37 contains 11920 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8781 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9284 members 
Mstep: Class 43 contains 11501 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 15001 members 
Mstep: Class 46 contains 12313 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5505 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3592 members 
Mstep: Class 53 contains 5340 members 
Mstep: Class 54 contains 10599 members 
Mstep: Class 55 contains 2558 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4092 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9378 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3435 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3345 members 
Mstep: Class 66 contains 2771 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499344.000000 Penalty: 234793.031250
Iteration 194Q: 69 clusters Score -1.344993e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 42979 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242495 members 
Mstep: Class 6 contains 21270 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20812 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 10782 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 35626 members 
Mstep: Class 15 contains 134134 members 
Mstep: Class 16 contains 68724 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37280 members 
Mstep: Class 21 contains 51644 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10180 members 
Mstep: Class 31 contains 29071 members 
Mstep: Class 32 contains 5849 members 
Mstep: Class 33 contains 17686 members 
Mstep: Class 34 contains 41873 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11918 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8785 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9280 members 
Mstep: Class 43 contains 11501 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14965 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4348 members 
Mstep: Class 48 contains 5506 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5338 members 
Mstep: Class 54 contains 10598 members 
Mstep: Class 55 contains 2558 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4098 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9381 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3346 members 
Mstep: Class 66 contains 2775 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499216.000000 Penalty: 234793.031250
Iteration 195Q: 69 clusters Score -1.344992e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21271 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20808 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 35629 members 
Mstep: Class 15 contains 134136 members 
Mstep: Class 16 contains 68720 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37280 members 
Mstep: Class 21 contains 51638 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10182 members 
Mstep: Class 31 contains 29074 members 
Mstep: Class 32 contains 5851 members 
Mstep: Class 33 contains 17694 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11924 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 8786 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9278 members 
Mstep: Class 43 contains 11502 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4346 members 
Mstep: Class 48 contains 5508 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10598 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4102 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9384 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3446 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3346 members 
Mstep: Class 66 contains 2777 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499104.000000 Penalty: 234793.031250
Iteration 196Q: 69 clusters Score -1.344991e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 42965 members 
Mstep: Class 4 contains 8583 members 
Mstep: Class 5 contains 242495 members 
Mstep: Class 6 contains 21273 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 20801 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10798 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134134 members 
Mstep: Class 16 contains 68712 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37283 members 
Mstep: Class 21 contains 51635 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 6287 members 
Mstep: Class 30 contains 10185 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 5854 members 
Mstep: Class 33 contains 17698 members 
Mstep: Class 34 contains 41873 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14213 members 
Mstep: Class 37 contains 11924 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 8787 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9274 members 
Mstep: Class 43 contains 11505 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14912 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4344 members 
Mstep: Class 48 contains 5508 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10596 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4104 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9388 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3452 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2782 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499088.000000 Penalty: 234793.031250
Iteration 197Q: 69 clusters Score -1.344991e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42957 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21276 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20793 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10806 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 35628 members 
Mstep: Class 15 contains 134130 members 
Mstep: Class 16 contains 68710 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37283 members 
Mstep: Class 21 contains 51639 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 6287 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29081 members 
Mstep: Class 32 contains 5858 members 
Mstep: Class 33 contains 17705 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14209 members 
Mstep: Class 37 contains 11926 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7388 members 
Mstep: Class 40 contains 8791 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9269 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14883 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4341 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5235 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4104 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9398 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3455 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2787 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134499088.000000 Penalty: 234793.031250
Iteration 198Q: 69 clusters Score -1.344991e+08 nChanged 131
Entering ConstructFrom: 
Score: -134499088.000000 Penalty: 234793.031250
Entering ConstructFrom: 
Trying to split cluster 1 (28089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Entering Unmasked Estep 
Score: -3509482.250000 Penalty: 2540.297119
	Iteration 0F: 2 clusters Score -3509482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3490139.750000 Penalty: 5080.594238
	Iteration 0F: 3 clusters Score -3490140 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3496813.000000 Penalty: 5080.594238
	Iteration 1F: 3 clusters Score -3496813 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3497234.750000 Penalty: 5080.594238
	Iteration 2Q: 3 clusters Score -3497235 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3497665.000000 Penalty: 5080.594238
	Iteration 3Q: 3 clusters Score -3497665 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3498107.500000 Penalty: 5080.594238
	Iteration 4Q: 3 clusters Score -3498108 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3498665.500000 Penalty: 5080.594238
	Iteration 5Q: 3 clusters Score -3498666 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3499287.750000 Penalty: 5080.594238
	Iteration 6Q: 3 clusters Score -3499288 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3500052.500000 Penalty: 5080.594238
	Iteration 7F: 3 clusters Score -3500052 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3500927.000000 Penalty: 5080.594238
	Iteration 8F: 3 clusters Score -3500927 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3501981.250000 Penalty: 5080.594238
	Iteration 9F: 3 clusters Score -3501981 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3503165.500000 Penalty: 5080.594238
	Iteration 10F: 3 clusters Score -3503166 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3504224.500000 Penalty: 5080.594238
	Iteration 11Q: 3 clusters Score -3504224 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3505053.250000 Penalty: 5080.594238
	Iteration 12Q: 3 clusters Score -3505053 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3505657.000000 Penalty: 5080.594238
	Iteration 13Q: 3 clusters Score -3505657 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3506131.250000 Penalty: 5080.594238
	Iteration 14Q: 3 clusters Score -3506131 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3506423.750000 Penalty: 5080.594238
	Iteration 15Q: 3 clusters Score -3506424 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3506662.500000 Penalty: 5080.594238
	Iteration 16Q: 3 clusters Score -3506662 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3506828.000000 Penalty: 5080.594238
	Iteration 17Q: 3 clusters Score -3506828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3506939.500000 Penalty: 5080.594238
	Iteration 18Q: 3 clusters Score -3506940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3507024.250000 Penalty: 5080.594238
	Iteration 19Q: 3 clusters Score -3507024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3507075.750000 Penalty: 5080.594238
	Iteration 20F: 3 clusters Score -3507076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3507106.500000 Penalty: 5080.594238
	Iteration 21Q: 3 clusters Score -3507106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3507127.000000 Penalty: 5080.594238
	Iteration 22Q: 3 clusters Score -3507127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3507149.250000 Penalty: 5080.594238
	Iteration 23Q: 3 clusters Score -3507149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3507169.000000 Penalty: 5080.594238
	Iteration 24Q: 3 clusters Score -3507169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3507182.250000 Penalty: 5080.594238
	Iteration 25Q: 3 clusters Score -3507182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3507194.750000 Penalty: 5080.594238
	Iteration 26Q: 3 clusters Score -3507195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3507204.500000 Penalty: 5080.594238
	Iteration 27Q: 3 clusters Score -3507204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3507210.750000 Penalty: 5080.594238
	Iteration 28Q: 3 clusters Score -3507211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3507217.500000 Penalty: 5080.594238
	Iteration 29Q: 3 clusters Score -3507218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3507220.250000 Penalty: 5080.594238
	Iteration 30Q: 3 clusters Score -3507220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3507220.750000 Penalty: 5080.594238
	Iteration 31Q: 3 clusters Score -3507221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3507225.500000 Penalty: 5080.594238
	Iteration 32Q: 3 clusters Score -3507226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3507226.500000 Penalty: 5080.594238
	Iteration 33Q: 3 clusters Score -3507226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3507226.500000 Penalty: 5080.594238
	Iteration 34Q: 3 clusters Score -3507226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3507237.000000 Penalty: 5080.594238
	Iteration 35Q: 3 clusters Score -3507237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3507237.750000 Penalty: 5080.594238
	Iteration 36Q: 3 clusters Score -3507238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3507243.750000 Penalty: 5080.594238
	Iteration 37Q: 3 clusters Score -3507244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3507259.000000 Penalty: 5080.594238
	Iteration 38Q: 3 clusters Score -3507259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3507268.750000 Penalty: 5080.594238
	Iteration 39Q: 3 clusters Score -3507269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3507280.250000 Penalty: 5080.594238
	Iteration 40F: 3 clusters Score -3507280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3507282.000000 Penalty: 5080.594238
	Iteration 41Q: 3 clusters Score -3507282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3507285.750000 Penalty: 5080.594238
	Iteration 42Q: 3 clusters Score -3507286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3507285.250000 Penalty: 5080.594238
	Iteration 43Q: 3 clusters Score -3507285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3507289.000000 Penalty: 5080.594238
	Iteration 44Q: 3 clusters Score -3507289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3507291.750000 Penalty: 5080.594238
	Iteration 45Q: 3 clusters Score -3507292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3507294.250000 Penalty: 5080.594238
	Iteration 46Q: 3 clusters Score -3507294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3507294.250000 Penalty: 5080.594238
	Iteration 47F: 3 clusters Score -3507294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -327689.312500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -327689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -324643.093750 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -324643.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325494.312500 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -325494.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325768.843750 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -325768.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -325950.656250 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -325950.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -326087.718750 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -326087.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -326210.687500 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -326210.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -326325.875000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -326325.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326418.031250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -326418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -326485.812500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -326485.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -326534.156250 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -326534.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -326583.437500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -326583.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -326621.968750 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -326622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -326661.843750 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -326661.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -326677.156250 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -326677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326686.687500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -326686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -326693.625000 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -326693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -326699.468750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -326699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -326703.343750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -326703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -326709.218750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -326709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -326718.000000 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -326718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -326729.375000 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -326729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -326738.656250 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -326738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -326742.906250 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -326742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326745.625000 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -326745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -326746.968750 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -326747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -326747.062500 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -326747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -326748.218750 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -326748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -326749.531250 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -326749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -326749.531250 Penalty: 3922.560059
	Iteration 28F: 3 clusters Score -326749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Entering Unmasked Estep 
Score: -5337089.500000 Penalty: 2645.606689
	Iteration 0F: 2 clusters Score -5337090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5307969.500000 Penalty: 5291.213379
	Iteration 0F: 3 clusters Score -5307970 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5319085.500000 Penalty: 5291.213379
	Iteration 1F: 3 clusters Score -5319086 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5319916.000000 Penalty: 5291.213379
	Iteration 2F: 3 clusters Score -5319916 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5320904.000000 Penalty: 5291.213379
	Iteration 3F: 3 clusters Score -5320904 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5322151.500000 Penalty: 5291.213379
	Iteration 4F: 3 clusters Score -5322152 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -5323655.500000 Penalty: 5291.213379
	Iteration 5F: 3 clusters Score -5323656 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -5325497.500000 Penalty: 5291.213379
	Iteration 6F: 3 clusters Score -5325498 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5327449.000000 Penalty: 5291.213379
	Iteration 7F: 3 clusters Score -5327449 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5329467.500000 Penalty: 5291.213379
	Iteration 8F: 3 clusters Score -5329468 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -5331329.000000 Penalty: 5291.213379
	Iteration 9F: 3 clusters Score -5331329 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5332618.000000 Penalty: 5291.213379
	Iteration 10Q: 3 clusters Score -5332618 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5333493.000000 Penalty: 5291.213379
	Iteration 11Q: 3 clusters Score -5333493 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5333944.500000 Penalty: 5291.213379
	Iteration 12Q: 3 clusters Score -5333944 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5334236.000000 Penalty: 5291.213379
	Iteration 13Q: 3 clusters Score -5334236 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5334418.500000 Penalty: 5291.213379
	Iteration 14Q: 3 clusters Score -5334418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5334531.500000 Penalty: 5291.213379
	Iteration 15Q: 3 clusters Score -5334532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5334620.500000 Penalty: 5291.213379
	Iteration 16Q: 3 clusters Score -5334620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5334681.500000 Penalty: 5291.213379
	Iteration 17Q: 3 clusters Score -5334682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5334728.500000 Penalty: 5291.213379
	Iteration 18Q: 3 clusters Score -5334728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5334744.000000 Penalty: 5291.213379
	Iteration 19Q: 3 clusters Score -5334744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5334760.000000 Penalty: 5291.213379
	Iteration 20F: 3 clusters Score -5334760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5334783.500000 Penalty: 5291.213379
	Iteration 21Q: 3 clusters Score -5334784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -5334799.500000 Penalty: 5291.213379
	Iteration 22Q: 3 clusters Score -5334800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5334805.500000 Penalty: 5291.213379
	Iteration 23Q: 3 clusters Score -5334806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5334814.000000 Penalty: 5291.213379
	Iteration 24Q: 3 clusters Score -5334814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5334812.500000 Penalty: 5291.213379
	Iteration 25Q: 3 clusters Score -5334812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5334809.500000 Penalty: 5291.213379
	Iteration 26Q: 3 clusters Score -5334810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5334814.000000 Penalty: 5291.213379
	Iteration 27Q: 3 clusters Score -5334814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5334817.500000 Penalty: 5291.213379
	Iteration 28Q: 3 clusters Score -5334818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5334816.500000 Penalty: 5291.213379
	Iteration 29Q: 3 clusters Score -5334816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5334816.500000 Penalty: 5291.213379
	Iteration 30F: 3 clusters Score -5334816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -1058284.625000 Penalty: 2246.298584
	Iteration 0F: 2 clusters Score -1058285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1051467.750000 Penalty: 4492.597168
	Iteration 0F: 3 clusters Score -1051468 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1053424.000000 Penalty: 4492.597168
	Iteration 1F: 3 clusters Score -1053424 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1053788.125000 Penalty: 4492.597168
	Iteration 2F: 3 clusters Score -1053788 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1054110.750000 Penalty: 4492.597168
	Iteration 3F: 3 clusters Score -1054111 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1054437.750000 Penalty: 4492.597168
	Iteration 4F: 3 clusters Score -1054438 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1054708.000000 Penalty: 4492.597168
	Iteration 5Q: 3 clusters Score -1054708 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1054923.375000 Penalty: 4492.597168
	Iteration 6Q: 3 clusters Score -1054923 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1055158.250000 Penalty: 4492.597168
	Iteration 7Q: 3 clusters Score -1055158 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1055405.375000 Penalty: 4492.597168
	Iteration 8Q: 3 clusters Score -1055405 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1055627.125000 Penalty: 4492.597168
	Iteration 9Q: 3 clusters Score -1055627 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1055818.625000 Penalty: 4492.597168
	Iteration 10Q: 3 clusters Score -1055819 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1055975.625000 Penalty: 4492.597168
	Iteration 11Q: 3 clusters Score -1055976 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1056121.750000 Penalty: 4492.597168
	Iteration 12Q: 3 clusters Score -1056122 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1056246.750000 Penalty: 4492.597168
	Iteration 13Q: 3 clusters Score -1056247 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1056321.375000 Penalty: 4492.597168
	Iteration 14Q: 3 clusters Score -1056321 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1056383.750000 Penalty: 4492.597168
	Iteration 15Q: 3 clusters Score -1056384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1056432.875000 Penalty: 4492.597168
	Iteration 16Q: 3 clusters Score -1056433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1056474.250000 Penalty: 4492.597168
	Iteration 17Q: 3 clusters Score -1056474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1056502.125000 Penalty: 4492.597168
	Iteration 18Q: 3 clusters Score -1056502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1056524.375000 Penalty: 4492.597168
	Iteration 19Q: 3 clusters Score -1056524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1056543.375000 Penalty: 4492.597168
	Iteration 20F: 3 clusters Score -1056543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1056566.875000 Penalty: 4492.597168
	Iteration 21Q: 3 clusters Score -1056567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1056593.000000 Penalty: 4492.597168
	Iteration 22Q: 3 clusters Score -1056593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1056619.250000 Penalty: 4492.597168
	Iteration 23Q: 3 clusters Score -1056619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1056638.875000 Penalty: 4492.597168
	Iteration 24Q: 3 clusters Score -1056639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1056658.625000 Penalty: 4492.597168
	Iteration 25Q: 3 clusters Score -1056659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1056673.875000 Penalty: 4492.597168
	Iteration 26Q: 3 clusters Score -1056674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1056689.625000 Penalty: 4492.597168
	Iteration 27Q: 3 clusters Score -1056690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1056700.375000 Penalty: 4492.597168
	Iteration 28Q: 3 clusters Score -1056700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1056712.875000 Penalty: 4492.597168
	Iteration 29Q: 3 clusters Score -1056713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1056723.625000 Penalty: 4492.597168
	Iteration 30Q: 3 clusters Score -1056724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1056733.125000 Penalty: 4492.597168
	Iteration 31Q: 3 clusters Score -1056733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1056742.125000 Penalty: 4492.597168
	Iteration 32Q: 3 clusters Score -1056742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1056750.750000 Penalty: 4492.597168
	Iteration 33Q: 3 clusters Score -1056751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1056754.000000 Penalty: 4492.597168
	Iteration 34Q: 3 clusters Score -1056754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1056758.125000 Penalty: 4492.597168
	Iteration 35Q: 3 clusters Score -1056758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1056757.625000 Penalty: 4492.597168
	Iteration 36Q: 3 clusters Score -1056758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1056759.875000 Penalty: 4492.597168
	Iteration 37Q: 3 clusters Score -1056760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1056760.250000 Penalty: 4492.597168
	Iteration 38Q: 3 clusters Score -1056760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1056757.500000 Penalty: 4492.597168
	Iteration 39Q: 3 clusters Score -1056758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1056760.750000 Penalty: 4492.597168
	Iteration 40F: 3 clusters Score -1056761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1056762.250000 Penalty: 4492.597168
	Iteration 41Q: 3 clusters Score -1056762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1056762.750000 Penalty: 4492.597168
	Iteration 42Q: 3 clusters Score -1056763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1056764.000000 Penalty: 4492.597168
	Iteration 43Q: 3 clusters Score -1056764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1056764.875000 Penalty: 4492.597168
	Iteration 44Q: 3 clusters Score -1056765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1056765.625000 Penalty: 4492.597168
	Iteration 45Q: 3 clusters Score -1056766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1056766.500000 Penalty: 4492.597168
	Iteration 46Q: 3 clusters Score -1056766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1056767.500000 Penalty: 4492.597168
	Iteration 47Q: 3 clusters Score -1056768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1056769.500000 Penalty: 4492.597168
	Iteration 48Q: 3 clusters Score -1056770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1056771.625000 Penalty: 4492.597168
	Iteration 49Q: 3 clusters Score -1056772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1056775.875000 Penalty: 4492.597168
	Iteration 50Q: 3 clusters Score -1056776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1056779.000000 Penalty: 4492.597168
	Iteration 51Q: 3 clusters Score -1056779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1056785.000000 Penalty: 4492.597168
	Iteration 52Q: 3 clusters Score -1056785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1056786.625000 Penalty: 4492.597168
	Iteration 53Q: 3 clusters Score -1056787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1056788.125000 Penalty: 4492.597168
	Iteration 54Q: 3 clusters Score -1056788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1056790.375000 Penalty: 4492.597168
	Iteration 55Q: 3 clusters Score -1056790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1056789.375000 Penalty: 4492.597168
	Iteration 56Q: 3 clusters Score -1056789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1056788.000000 Penalty: 4492.597168
	Iteration 57Q: 3 clusters Score -1056788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1056788.000000 Penalty: 4492.597168
	Iteration 58F: 3 clusters Score -1056788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (242494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242494 members 
Entering Unmasked Estep 
Score: -30461940.000000 Penalty: 3074.885498
	Iteration 0F: 2 clusters Score -3.046194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -30319894.000000 Penalty: 6149.770996
	Iteration 0F: 3 clusters Score -3.031989e+07 nChanged 117226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118023 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -30387978.000000 Penalty: 6149.770996
	Iteration 1F: 3 clusters Score -3.038798e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -30389358.000000 Penalty: 6149.770996
	Iteration 2Q: 3 clusters Score -3.038936e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -30391254.000000 Penalty: 6149.770996
	Iteration 3Q: 3 clusters Score -3.039125e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -30394626.000000 Penalty: 6149.770996
	Iteration 4Q: 3 clusters Score -3.039463e+07 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -30400372.000000 Penalty: 6149.770996
	Iteration 5F: 3 clusters Score -3.040037e+07 nChanged 16538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -30410332.000000 Penalty: 6149.770996
	Iteration 6F: 3 clusters Score -3.041033e+07 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -30422756.000000 Penalty: 6149.770996
	Iteration 7F: 3 clusters Score -3.042276e+07 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -30434906.000000 Penalty: 6149.770996
	Iteration 8F: 3 clusters Score -3.043491e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 210520 members 
Entering Unmasked Estep 
Score: -30444558.000000 Penalty: 6149.770996
	Iteration 9F: 3 clusters Score -3.044456e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -30451370.000000 Penalty: 6149.770996
	Iteration 10Q: 3 clusters Score -3.045137e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 229677 members 
Entering Unmasked Estep 
Score: -30455916.000000 Penalty: 6149.770996
	Iteration 11Q: 3 clusters Score -3.045592e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 233805 members 
Entering Unmasked Estep 
Score: -30458576.000000 Penalty: 6149.770996
	Iteration 12Q: 3 clusters Score -3.045858e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 235740 members 
Entering Unmasked Estep 
Score: -30459812.000000 Penalty: 6149.770996
	Iteration 13Q: 3 clusters Score -3.045981e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 236669 members 
Entering Unmasked Estep 
Score: -30460542.000000 Penalty: 6149.770996
	Iteration 14Q: 3 clusters Score -3.046054e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 237134 members 
Entering Unmasked Estep 
Score: -30460844.000000 Penalty: 6149.770996
	Iteration 15Q: 3 clusters Score -3.046084e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 237443 members 
Entering Unmasked Estep 
Score: -30461096.000000 Penalty: 6149.770996
	Iteration 16Q: 3 clusters Score -3.04611e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 237648 members 
Entering Unmasked Estep 
Score: -30461216.000000 Penalty: 6149.770996
	Iteration 17Q: 3 clusters Score -3.046122e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 237814 members 
Entering Unmasked Estep 
Score: -30461344.000000 Penalty: 6149.770996
	Iteration 18Q: 3 clusters Score -3.046134e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 237946 members 
Entering Unmasked Estep 
Score: -30461364.000000 Penalty: 6149.770996
	Iteration 19Q: 3 clusters Score -3.046136e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 238070 members 
Entering Unmasked Estep 
Score: -30461402.000000 Penalty: 6149.770996
	Iteration 20F: 3 clusters Score -3.04614e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 238164 members 
Entering Unmasked Estep 
Score: -30461428.000000 Penalty: 6149.770996
	Iteration 21Q: 3 clusters Score -3.046143e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 238243 members 
Entering Unmasked Estep 
Score: -30461456.000000 Penalty: 6149.770996
	Iteration 22Q: 3 clusters Score -3.046146e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 238307 members 
Entering Unmasked Estep 
Score: -30461504.000000 Penalty: 6149.770996
	Iteration 23Q: 3 clusters Score -3.04615e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 238362 members 
Entering Unmasked Estep 
Score: -30461476.000000 Penalty: 6149.770996
	Iteration 24Q: 3 clusters Score -3.046148e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 238422 members 
Entering Unmasked Estep 
Score: -30461478.000000 Penalty: 6149.770996
	Iteration 25Q: 3 clusters Score -3.046148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 238463 members 
Entering Unmasked Estep 
Score: -30461486.000000 Penalty: 6149.770996
	Iteration 26Q: 3 clusters Score -3.046149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 238500 members 
Entering Unmasked Estep 
Score: -30461520.000000 Penalty: 6149.770996
	Iteration 27Q: 3 clusters Score -3.046152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 238534 members 
Entering Unmasked Estep 
Score: -30461488.000000 Penalty: 6149.770996
	Iteration 28Q: 3 clusters Score -3.046149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 238564 members 
Entering Unmasked Estep 
Score: -30461474.000000 Penalty: 6149.770996
	Iteration 29Q: 3 clusters Score -3.046147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 238591 members 
Entering Unmasked Estep 
Score: -30461518.000000 Penalty: 6149.770996
	Iteration 30Q: 3 clusters Score -3.046152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 238606 members 
Entering Unmasked Estep 
Score: -30461518.000000 Penalty: 6149.770996
	Iteration 31Q: 3 clusters Score -3.046152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 238618 members 
Entering Unmasked Estep 
Score: -30461512.000000 Penalty: 6149.770996
	Iteration 32Q: 3 clusters Score -3.046151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 238629 members 
Entering Unmasked Estep 
Score: -30461512.000000 Penalty: 6149.770996
	Iteration 33Q: 3 clusters Score -3.046151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 238635 members 
Entering Unmasked Estep 
Score: -30461504.000000 Penalty: 6149.770996
	Iteration 34Q: 3 clusters Score -3.04615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -30461500.000000 Penalty: 6149.770996
	Iteration 35Q: 3 clusters Score -3.04615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 238646 members 
Entering Unmasked Estep 
Score: -30461502.000000 Penalty: 6149.770996
	Iteration 36Q: 3 clusters Score -3.04615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 238645 members 
Entering Unmasked Estep 
Score: -30461496.000000 Penalty: 6149.770996
	Iteration 37Q: 3 clusters Score -3.04615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 238645 members 
Entering Unmasked Estep 
Score: -30461504.000000 Penalty: 6149.770996
	Iteration 38Q: 3 clusters Score -3.04615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -30461510.000000 Penalty: 6149.770996
	Iteration 39Q: 3 clusters Score -3.046151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -30461522.000000 Penalty: 6149.770996
	Iteration 40F: 3 clusters Score -3.046152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 238645 members 
Entering Unmasked Estep 
Score: -30461516.000000 Penalty: 6149.770996
	Iteration 41Q: 3 clusters Score -3.046152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 238646 members 
Entering Unmasked Estep 
Score: -30461528.000000 Penalty: 6149.770996
	Iteration 42Q: 3 clusters Score -3.046153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 238646 members 
Entering Unmasked Estep 
Score: -30461528.000000 Penalty: 6149.770996
	Iteration 43F: 3 clusters Score -3.046153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Entering Unmasked Estep 
Score: -2624523.000000 Penalty: 2471.379639
	Iteration 0F: 2 clusters Score -2624523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2609711.250000 Penalty: 4942.759277
	Iteration 0F: 3 clusters Score -2609711 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2614775.250000 Penalty: 4942.759277
	Iteration 1F: 3 clusters Score -2614775 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2615156.750000 Penalty: 4942.759277
	Iteration 2F: 3 clusters Score -2615157 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2615445.750000 Penalty: 4942.759277
	Iteration 3Q: 3 clusters Score -2615446 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2615736.000000 Penalty: 4942.759277
	Iteration 4Q: 3 clusters Score -2615736 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2616005.500000 Penalty: 4942.759277
	Iteration 5Q: 3 clusters Score -2616006 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2616339.750000 Penalty: 4942.759277
	Iteration 6Q: 3 clusters Score -2616340 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2616733.500000 Penalty: 4942.759277
	Iteration 7Q: 3 clusters Score -2616734 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2617197.000000 Penalty: 4942.759277
	Iteration 8Q: 3 clusters Score -2617197 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2617744.000000 Penalty: 4942.759277
	Iteration 9Q: 3 clusters Score -2617744 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2618352.250000 Penalty: 4942.759277
	Iteration 10Q: 3 clusters Score -2618352 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2619027.500000 Penalty: 4942.759277
	Iteration 11Q: 3 clusters Score -2619028 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2619731.750000 Penalty: 4942.759277
	Iteration 12Q: 3 clusters Score -2619732 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2620331.000000 Penalty: 4942.759277
	Iteration 13Q: 3 clusters Score -2620331 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2620762.250000 Penalty: 4942.759277
	Iteration 14Q: 3 clusters Score -2620762 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2621054.500000 Penalty: 4942.759277
	Iteration 15Q: 3 clusters Score -2621054 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2621254.000000 Penalty: 4942.759277
	Iteration 16Q: 3 clusters Score -2621254 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2621417.250000 Penalty: 4942.759277
	Iteration 17Q: 3 clusters Score -2621417 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2621552.500000 Penalty: 4942.759277
	Iteration 18Q: 3 clusters Score -2621552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2621653.000000 Penalty: 4942.759277
	Iteration 19Q: 3 clusters Score -2621653 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2621729.750000 Penalty: 4942.759277
	Iteration 20F: 3 clusters Score -2621730 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2621805.000000 Penalty: 4942.759277
	Iteration 21Q: 3 clusters Score -2621805 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2621870.500000 Penalty: 4942.759277
	Iteration 22Q: 3 clusters Score -2621870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2621905.750000 Penalty: 4942.759277
	Iteration 23Q: 3 clusters Score -2621906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2621950.250000 Penalty: 4942.759277
	Iteration 24Q: 3 clusters Score -2621950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2621995.500000 Penalty: 4942.759277
	Iteration 25Q: 3 clusters Score -2621996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2622022.000000 Penalty: 4942.759277
	Iteration 26Q: 3 clusters Score -2622022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2622051.000000 Penalty: 4942.759277
	Iteration 27Q: 3 clusters Score -2622051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2622075.000000 Penalty: 4942.759277
	Iteration 28Q: 3 clusters Score -2622075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2622109.500000 Penalty: 4942.759277
	Iteration 29Q: 3 clusters Score -2622110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2622148.500000 Penalty: 4942.759277
	Iteration 30Q: 3 clusters Score -2622148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2622176.500000 Penalty: 4942.759277
	Iteration 31Q: 3 clusters Score -2622176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2622199.250000 Penalty: 4942.759277
	Iteration 32Q: 3 clusters Score -2622199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2622215.500000 Penalty: 4942.759277
	Iteration 33Q: 3 clusters Score -2622216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2622228.250000 Penalty: 4942.759277
	Iteration 34Q: 3 clusters Score -2622228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2622239.750000 Penalty: 4942.759277
	Iteration 35Q: 3 clusters Score -2622240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2622258.750000 Penalty: 4942.759277
	Iteration 36Q: 3 clusters Score -2622259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2622269.000000 Penalty: 4942.759277
	Iteration 37Q: 3 clusters Score -2622269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2622283.250000 Penalty: 4942.759277
	Iteration 38Q: 3 clusters Score -2622283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2622287.250000 Penalty: 4942.759277
	Iteration 39Q: 3 clusters Score -2622287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2622292.000000 Penalty: 4942.759277
	Iteration 40F: 3 clusters Score -2622292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2622297.000000 Penalty: 4942.759277
	Iteration 41Q: 3 clusters Score -2622297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2622295.750000 Penalty: 4942.759277
	Iteration 42Q: 3 clusters Score -2622296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2622302.000000 Penalty: 4942.759277
	Iteration 43Q: 3 clusters Score -2622302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2622303.000000 Penalty: 4942.759277
	Iteration 44Q: 3 clusters Score -2622303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2622302.000000 Penalty: 4942.759277
	Iteration 45Q: 3 clusters Score -2622302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2622312.000000 Penalty: 4942.759277
	Iteration 46Q: 3 clusters Score -2622312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2622314.750000 Penalty: 4942.759277
	Iteration 47Q: 3 clusters Score -2622315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2622316.000000 Penalty: 4942.759277
	Iteration 48Q: 3 clusters Score -2622316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2622319.000000 Penalty: 4942.759277
	Iteration 49Q: 3 clusters Score -2622319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2622317.750000 Penalty: 4942.759277
	Iteration 50Q: 3 clusters Score -2622318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2622323.000000 Penalty: 4942.759277
	Iteration 51Q: 3 clusters Score -2622323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2622322.750000 Penalty: 4942.759277
	Iteration 52Q: 3 clusters Score -2622323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2622321.500000 Penalty: 4942.759277
	Iteration 53Q: 3 clusters Score -2622322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2622322.250000 Penalty: 4942.759277
	Iteration 54Q: 3 clusters Score -2622322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2622325.250000 Penalty: 4942.759277
	Iteration 55Q: 3 clusters Score -2622325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2622324.750000 Penalty: 4942.759277
	Iteration 56Q: 3 clusters Score -2622325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2622325.500000 Penalty: 4942.759277
	Iteration 57Q: 3 clusters Score -2622326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2622327.000000 Penalty: 4942.759277
	Iteration 58Q: 3 clusters Score -2622327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2622323.250000 Penalty: 4942.759277
	Iteration 59Q: 3 clusters Score -2622323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2622325.500000 Penalty: 4942.759277
	Iteration 60F: 3 clusters Score -2622326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2622331.250000 Penalty: 4942.759277
	Iteration 61Q: 3 clusters Score -2622331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2622335.750000 Penalty: 4942.759277
	Iteration 62Q: 3 clusters Score -2622336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2622339.000000 Penalty: 4942.759277
	Iteration 63Q: 3 clusters Score -2622339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2622341.000000 Penalty: 4942.759277
	Iteration 64Q: 3 clusters Score -2622341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2622340.250000 Penalty: 4942.759277
	Iteration 65Q: 3 clusters Score -2622340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2622340.000000 Penalty: 4942.759277
	Iteration 66Q: 3 clusters Score -2622340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2622339.000000 Penalty: 4942.759277
	Iteration 67Q: 3 clusters Score -2622339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2622345.750000 Penalty: 4942.759277
	Iteration 68Q: 3 clusters Score -2622346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2622340.250000 Penalty: 4942.759277
	Iteration 69Q: 3 clusters Score -2622340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2622344.000000 Penalty: 4942.759277
	Iteration 70Q: 3 clusters Score -2622344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2622348.000000 Penalty: 4942.759277
	Iteration 71Q: 3 clusters Score -2622348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2622347.500000 Penalty: 4942.759277
	Iteration 72Q: 3 clusters Score -2622348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2622350.000000 Penalty: 4942.759277
	Iteration 73Q: 3 clusters Score -2622350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2622350.250000 Penalty: 4942.759277
	Iteration 74Q: 3 clusters Score -2622350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2622350.500000 Penalty: 4942.759277
	Iteration 75Q: 3 clusters Score -2622350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2622354.250000 Penalty: 4942.759277
	Iteration 76Q: 3 clusters Score -2622354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2622354.250000 Penalty: 4942.759277
	Iteration 77F: 3 clusters Score -2622354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -36729.664062 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -36729.66 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 145 members 
Entering Unmasked Estep 
Score: -35691.828125 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -35691.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35982.574219 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -35982.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36087.812500 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -36087.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36147.585938 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -36147.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36198.089844 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -36198.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36204.714844 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -36204.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36212.300781 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -36212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36215.113281 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -36215.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36216.339844 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -36216.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36216.339844 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -36216.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -324116.437500 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -324116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -321514.937500 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -321514.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -322121.125000 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -322121.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -322418.593750 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -322418.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -322615.906250 Penalty: 3767.561523
	Iteration 3F: 3 clusters Score -322615.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -322801.562500 Penalty: 3767.561523
	Iteration 4F: 3 clusters Score -322801.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -322935.625000 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -322935.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -323077.312500 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -323077.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -323163.031250 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -323163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -323252.468750 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -323252.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -323319.468750 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -323319.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -323372.968750 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -323373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323403.312500 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -323403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -323422.187500 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -323422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -323429.500000 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -323429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -323432.781250 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -323432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -323432.781250 Penalty: 3767.561523
	Iteration 15F: 3 clusters Score -323432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Entering Unmasked Estep 
Score: -2550509.750000 Penalty: 2465.553223
	Iteration 0F: 2 clusters Score -2550510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2536002.250000 Penalty: 4931.106445
	Iteration 0F: 3 clusters Score -2536002 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2541008.250000 Penalty: 4931.106445
	Iteration 1F: 3 clusters Score -2541008 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2541514.500000 Penalty: 4931.106445
	Iteration 2F: 3 clusters Score -2541514 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2542015.000000 Penalty: 4931.106445
	Iteration 3F: 3 clusters Score -2542015 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2542607.750000 Penalty: 4931.106445
	Iteration 4F: 3 clusters Score -2542608 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2543269.000000 Penalty: 4931.106445
	Iteration 5F: 3 clusters Score -2543269 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2543997.250000 Penalty: 4931.106445
	Iteration 6F: 3 clusters Score -2543997 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2544747.000000 Penalty: 4931.106445
	Iteration 7F: 3 clusters Score -2544747 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2545526.250000 Penalty: 4931.106445
	Iteration 8F: 3 clusters Score -2545526 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2546315.000000 Penalty: 4931.106445
	Iteration 9F: 3 clusters Score -2546315 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2547102.250000 Penalty: 4931.106445
	Iteration 10F: 3 clusters Score -2547102 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2547876.250000 Penalty: 4931.106445
	Iteration 11Q: 3 clusters Score -2547876 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2548617.000000 Penalty: 4931.106445
	Iteration 12Q: 3 clusters Score -2548617 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2549222.000000 Penalty: 4931.106445
	Iteration 13Q: 3 clusters Score -2549222 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2549604.750000 Penalty: 4931.106445
	Iteration 14Q: 3 clusters Score -2549605 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2549817.500000 Penalty: 4931.106445
	Iteration 15Q: 3 clusters Score -2549818 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2549931.000000 Penalty: 4931.106445
	Iteration 16Q: 3 clusters Score -2549931 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2549966.500000 Penalty: 4931.106445
	Iteration 17Q: 3 clusters Score -2549966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2549989.000000 Penalty: 4931.106445
	Iteration 18Q: 3 clusters Score -2549989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2550000.750000 Penalty: 4931.106445
	Iteration 19Q: 3 clusters Score -2550001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2550008.000000 Penalty: 4931.106445
	Iteration 20F: 3 clusters Score -2550008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2550007.750000 Penalty: 4931.106445
	Iteration 21Q: 3 clusters Score -2550008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2550007.750000 Penalty: 4931.106445
	Iteration 22Q: 3 clusters Score -2550008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2550013.750000 Penalty: 4931.106445
	Iteration 23Q: 3 clusters Score -2550014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2550014.500000 Penalty: 4931.106445
	Iteration 24Q: 3 clusters Score -2550014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2550014.500000 Penalty: 4931.106445
	Iteration 25Q: 3 clusters Score -2550014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2550020.250000 Penalty: 4931.106445
	Iteration 26Q: 3 clusters Score -2550020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2550017.000000 Penalty: 4931.106445
	Iteration 27Q: 3 clusters Score -2550017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2550022.250000 Penalty: 4931.106445
	Iteration 28Q: 3 clusters Score -2550022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2550021.750000 Penalty: 4931.106445
	Iteration 29Q: 3 clusters Score -2550022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2550018.750000 Penalty: 4931.106445
	Iteration 30Q: 3 clusters Score -2550019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2550030.250000 Penalty: 4931.106445
	Iteration 31Q: 3 clusters Score -2550030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2550031.250000 Penalty: 4931.106445
	Iteration 32Q: 3 clusters Score -2550031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2550031.000000 Penalty: 4931.106445
	Iteration 33Q: 3 clusters Score -2550031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2550025.000000 Penalty: 4931.106445
	Iteration 34Q: 3 clusters Score -2550025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2550024.750000 Penalty: 4931.106445
	Iteration 35Q: 3 clusters Score -2550025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2550024.750000 Penalty: 4931.106445
	Iteration 36F: 3 clusters Score -2550025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -144904.312500 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -144904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142812.078125 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -142812.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143109.437500 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -143109.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143206.046875 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -143206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143251.296875 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -143251.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -143275.593750 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -143275.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143290.546875 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -143290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143299.718750 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -143299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -143308.046875 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -143308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -143311.687500 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -143311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143316.515625 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -143316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143318.734375 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -143318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143321.031250 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -143321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143324.843750 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -143324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143330.703125 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -143330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143335.218750 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -143335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143337.265625 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -143337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143339.281250 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -143339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143341.000000 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -143341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143341.000000 Penalty: 3512.944092
	Iteration 18F: 3 clusters Score -143341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Entering Unmasked Estep 
Score: -5085313.500000 Penalty: 2633.659424
	Iteration 0F: 2 clusters Score -5085314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5057598.500000 Penalty: 5267.318848
	Iteration 0F: 3 clusters Score -5057598 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -5067837.500000 Penalty: 5267.318848
	Iteration 1F: 3 clusters Score -5067838 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -5068395.000000 Penalty: 5267.318848
	Iteration 2Q: 3 clusters Score -5068395 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5068945.500000 Penalty: 5267.318848
	Iteration 3Q: 3 clusters Score -5068946 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5069513.000000 Penalty: 5267.318848
	Iteration 4Q: 3 clusters Score -5069513 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5070150.500000 Penalty: 5267.318848
	Iteration 5Q: 3 clusters Score -5070150 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -5070976.500000 Penalty: 5267.318848
	Iteration 6Q: 3 clusters Score -5070976 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5072004.000000 Penalty: 5267.318848
	Iteration 7Q: 3 clusters Score -5072004 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5073445.000000 Penalty: 5267.318848
	Iteration 8F: 3 clusters Score -5073445 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5075254.000000 Penalty: 5267.318848
	Iteration 9F: 3 clusters Score -5075254 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5077161.000000 Penalty: 5267.318848
	Iteration 10F: 3 clusters Score -5077161 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5078987.500000 Penalty: 5267.318848
	Iteration 11F: 3 clusters Score -5078988 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -5080452.500000 Penalty: 5267.318848
	Iteration 12Q: 3 clusters Score -5080452 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5081567.000000 Penalty: 5267.318848
	Iteration 13Q: 3 clusters Score -5081567 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -5082143.000000 Penalty: 5267.318848
	Iteration 14Q: 3 clusters Score -5082143 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5082570.000000 Penalty: 5267.318848
	Iteration 15Q: 3 clusters Score -5082570 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5082814.000000 Penalty: 5267.318848
	Iteration 16Q: 3 clusters Score -5082814 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5083010.500000 Penalty: 5267.318848
	Iteration 17Q: 3 clusters Score -5083010 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -5083174.500000 Penalty: 5267.318848
	Iteration 18Q: 3 clusters Score -5083174 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -5083324.000000 Penalty: 5267.318848
	Iteration 19Q: 3 clusters Score -5083324 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5083443.500000 Penalty: 5267.318848
	Iteration 20F: 3 clusters Score -5083444 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5083523.500000 Penalty: 5267.318848
	Iteration 21Q: 3 clusters Score -5083524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5083591.500000 Penalty: 5267.318848
	Iteration 22Q: 3 clusters Score -5083592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -5083682.500000 Penalty: 5267.318848
	Iteration 23Q: 3 clusters Score -5083682 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5083746.500000 Penalty: 5267.318848
	Iteration 24Q: 3 clusters Score -5083746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -5083808.500000 Penalty: 5267.318848
	Iteration 25Q: 3 clusters Score -5083808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5083881.000000 Penalty: 5267.318848
	Iteration 26Q: 3 clusters Score -5083881 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5083930.500000 Penalty: 5267.318848
	Iteration 27Q: 3 clusters Score -5083930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5083990.000000 Penalty: 5267.318848
	Iteration 28Q: 3 clusters Score -5083990 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5084031.000000 Penalty: 5267.318848
	Iteration 29Q: 3 clusters Score -5084031 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5084065.500000 Penalty: 5267.318848
	Iteration 30Q: 3 clusters Score -5084066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5084083.000000 Penalty: 5267.318848
	Iteration 31Q: 3 clusters Score -5084083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5084110.000000 Penalty: 5267.318848
	Iteration 32Q: 3 clusters Score -5084110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5084137.000000 Penalty: 5267.318848
	Iteration 33Q: 3 clusters Score -5084137 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5084133.500000 Penalty: 5267.318848
	Iteration 34Q: 3 clusters Score -5084134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5084151.000000 Penalty: 5267.318848
	Iteration 35Q: 3 clusters Score -5084151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5084172.500000 Penalty: 5267.318848
	Iteration 36Q: 3 clusters Score -5084172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5084168.500000 Penalty: 5267.318848
	Iteration 37Q: 3 clusters Score -5084168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5084178.500000 Penalty: 5267.318848
	Iteration 38Q: 3 clusters Score -5084178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5084183.000000 Penalty: 5267.318848
	Iteration 39Q: 3 clusters Score -5084183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5084190.000000 Penalty: 5267.318848
	Iteration 40F: 3 clusters Score -5084190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5084199.500000 Penalty: 5267.318848
	Iteration 41Q: 3 clusters Score -5084200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5084198.500000 Penalty: 5267.318848
	Iteration 42Q: 3 clusters Score -5084198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5084205.000000 Penalty: 5267.318848
	Iteration 43Q: 3 clusters Score -5084205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5084206.000000 Penalty: 5267.318848
	Iteration 44Q: 3 clusters Score -5084206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5084213.000000 Penalty: 5267.318848
	Iteration 45Q: 3 clusters Score -5084213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5084227.000000 Penalty: 5267.318848
	Iteration 46Q: 3 clusters Score -5084227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5084222.000000 Penalty: 5267.318848
	Iteration 47Q: 3 clusters Score -5084222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5084231.500000 Penalty: 5267.318848
	Iteration 48Q: 3 clusters Score -5084232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5084241.000000 Penalty: 5267.318848
	Iteration 49Q: 3 clusters Score -5084241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5084256.500000 Penalty: 5267.318848
	Iteration 50Q: 3 clusters Score -5084256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5084257.500000 Penalty: 5267.318848
	Iteration 51Q: 3 clusters Score -5084258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5084263.000000 Penalty: 5267.318848
	Iteration 52Q: 3 clusters Score -5084263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5084262.500000 Penalty: 5267.318848
	Iteration 53Q: 3 clusters Score -5084262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5084260.000000 Penalty: 5267.318848
	Iteration 54Q: 3 clusters Score -5084260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5084270.500000 Penalty: 5267.318848
	Iteration 55Q: 3 clusters Score -5084270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5084254.000000 Penalty: 5267.318848
	Iteration 56Q: 3 clusters Score -5084254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5084259.500000 Penalty: 5267.318848
	Iteration 57Q: 3 clusters Score -5084260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5084259.500000 Penalty: 5267.318848
	Iteration 58Q: 3 clusters Score -5084260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5084260.500000 Penalty: 5267.318848
	Iteration 59Q: 3 clusters Score -5084260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5084260.000000 Penalty: 5267.318848
	Iteration 60F: 3 clusters Score -5084260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1322802.250000 Penalty: 2303.594971
	Iteration 0F: 2 clusters Score -1322802 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 5415 members 
Entering Unmasked Estep 
Score: -1314523.000000 Penalty: 4607.189941
	Iteration 0F: 3 clusters Score -1314523 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1317000.750000 Penalty: 4607.189941
	Iteration 1F: 3 clusters Score -1317001 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1317366.250000 Penalty: 4607.189941
	Iteration 2F: 3 clusters Score -1317366 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1317699.375000 Penalty: 4607.189941
	Iteration 3F: 3 clusters Score -1317699 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1318094.750000 Penalty: 4607.189941
	Iteration 4F: 3 clusters Score -1318095 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1318602.250000 Penalty: 4607.189941
	Iteration 5F: 3 clusters Score -1318602 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1319276.250000 Penalty: 4607.189941
	Iteration 6F: 3 clusters Score -1319276 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1319973.500000 Penalty: 4607.189941
	Iteration 7F: 3 clusters Score -1319974 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1320520.625000 Penalty: 4607.189941
	Iteration 8F: 3 clusters Score -1320521 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1320947.750000 Penalty: 4607.189941
	Iteration 9Q: 3 clusters Score -1320948 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1321334.375000 Penalty: 4607.189941
	Iteration 10Q: 3 clusters Score -1321334 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1321618.750000 Penalty: 4607.189941
	Iteration 11Q: 3 clusters Score -1321619 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1321821.125000 Penalty: 4607.189941
	Iteration 12Q: 3 clusters Score -1321821 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1321972.500000 Penalty: 4607.189941
	Iteration 13Q: 3 clusters Score -1321972 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1322087.250000 Penalty: 4607.189941
	Iteration 14Q: 3 clusters Score -1322087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1322168.750000 Penalty: 4607.189941
	Iteration 15Q: 3 clusters Score -1322169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1322225.375000 Penalty: 4607.189941
	Iteration 16Q: 3 clusters Score -1322225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1322265.000000 Penalty: 4607.189941
	Iteration 17Q: 3 clusters Score -1322265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1322285.625000 Penalty: 4607.189941
	Iteration 18Q: 3 clusters Score -1322286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1322305.125000 Penalty: 4607.189941
	Iteration 19Q: 3 clusters Score -1322305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1322312.250000 Penalty: 4607.189941
	Iteration 20F: 3 clusters Score -1322312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1322316.000000 Penalty: 4607.189941
	Iteration 21Q: 3 clusters Score -1322316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1322321.625000 Penalty: 4607.189941
	Iteration 22Q: 3 clusters Score -1322322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1322324.250000 Penalty: 4607.189941
	Iteration 23Q: 3 clusters Score -1322324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1322325.875000 Penalty: 4607.189941
	Iteration 24Q: 3 clusters Score -1322326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1322326.250000 Penalty: 4607.189941
	Iteration 25Q: 3 clusters Score -1322326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1322325.750000 Penalty: 4607.189941
	Iteration 26Q: 3 clusters Score -1322326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1322325.375000 Penalty: 4607.189941
	Iteration 27Q: 3 clusters Score -1322325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1322326.250000 Penalty: 4607.189941
	Iteration 28Q: 3 clusters Score -1322326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1322325.750000 Penalty: 4607.189941
	Iteration 29Q: 3 clusters Score -1322326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1322325.000000 Penalty: 4607.189941
	Iteration 30Q: 3 clusters Score -1322325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1322325.500000 Penalty: 4607.189941
	Iteration 31Q: 3 clusters Score -1322326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1322328.000000 Penalty: 4607.189941
	Iteration 32Q: 3 clusters Score -1322328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1322329.500000 Penalty: 4607.189941
	Iteration 33Q: 3 clusters Score -1322330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1322328.500000 Penalty: 4607.189941
	Iteration 34Q: 3 clusters Score -1322328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1322327.000000 Penalty: 4607.189941
	Iteration 35Q: 3 clusters Score -1322327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1322330.500000 Penalty: 4607.189941
	Iteration 36Q: 3 clusters Score -1322330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1322329.250000 Penalty: 4607.189941
	Iteration 37Q: 3 clusters Score -1322329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1322331.250000 Penalty: 4607.189941
	Iteration 38Q: 3 clusters Score -1322331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1322331.875000 Penalty: 4607.189941
	Iteration 39Q: 3 clusters Score -1322332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1322330.250000 Penalty: 4607.189941
	Iteration 40F: 3 clusters Score -1322330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -645368.187500 Penalty: 2124.930176
	Iteration 0F: 2 clusters Score -645368.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -640639.687500 Penalty: 4249.860352
	Iteration 0F: 3 clusters Score -640639.7 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -641840.000000 Penalty: 4249.860352
	Iteration 1F: 3 clusters Score -641840 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -642170.312500 Penalty: 4249.860352
	Iteration 2F: 3 clusters Score -642170.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -642438.687500 Penalty: 4249.860352
	Iteration 3F: 3 clusters Score -642438.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -642753.562500 Penalty: 4249.860352
	Iteration 4F: 3 clusters Score -642753.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -643172.312500 Penalty: 4249.860352
	Iteration 5F: 3 clusters Score -643172.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -643631.437500 Penalty: 4249.860352
	Iteration 6F: 3 clusters Score -643631.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -644045.562500 Penalty: 4249.860352
	Iteration 7F: 3 clusters Score -644045.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -644393.062500 Penalty: 4249.860352
	Iteration 8F: 3 clusters Score -644393.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -644635.250000 Penalty: 4249.860352
	Iteration 9Q: 3 clusters Score -644635.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -644792.812500 Penalty: 4249.860352
	Iteration 10Q: 3 clusters Score -644792.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -644881.500000 Penalty: 4249.860352
	Iteration 11Q: 3 clusters Score -644881.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -644916.687500 Penalty: 4249.860352
	Iteration 12Q: 3 clusters Score -644916.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -644927.625000 Penalty: 4249.860352
	Iteration 13Q: 3 clusters Score -644927.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -644933.625000 Penalty: 4249.860352
	Iteration 14Q: 3 clusters Score -644933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -644937.625000 Penalty: 4249.860352
	Iteration 15Q: 3 clusters Score -644937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -644940.437500 Penalty: 4249.860352
	Iteration 16Q: 3 clusters Score -644940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -644941.312500 Penalty: 4249.860352
	Iteration 17Q: 3 clusters Score -644941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -644942.562500 Penalty: 4249.860352
	Iteration 18Q: 3 clusters Score -644942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -644941.375000 Penalty: 4249.860352
	Iteration 19Q: 3 clusters Score -644941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -644941.375000 Penalty: 4249.860352
	Iteration 20F: 3 clusters Score -644941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Entering Unmasked Estep 
Score: -4467795.000000 Penalty: 2599.281006
	Iteration 0F: 2 clusters Score -4467795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4443498.500000 Penalty: 5198.562012
	Iteration 0F: 3 clusters Score -4443498 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4452851.000000 Penalty: 5198.562012
	Iteration 1F: 3 clusters Score -4452851 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4453919.500000 Penalty: 5198.562012
	Iteration 2F: 3 clusters Score -4453920 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4454981.000000 Penalty: 5198.562012
	Iteration 3F: 3 clusters Score -4454981 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4455986.500000 Penalty: 5198.562012
	Iteration 4F: 3 clusters Score -4455986 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4456952.000000 Penalty: 5198.562012
	Iteration 5F: 3 clusters Score -4456952 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4457797.500000 Penalty: 5198.562012
	Iteration 6F: 3 clusters Score -4457798 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4458604.000000 Penalty: 5198.562012
	Iteration 7Q: 3 clusters Score -4458604 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4459382.500000 Penalty: 5198.562012
	Iteration 8Q: 3 clusters Score -4459382 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4460103.000000 Penalty: 5198.562012
	Iteration 9Q: 3 clusters Score -4460103 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4460810.500000 Penalty: 5198.562012
	Iteration 10Q: 3 clusters Score -4460810 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4461448.000000 Penalty: 5198.562012
	Iteration 11Q: 3 clusters Score -4461448 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4462014.500000 Penalty: 5198.562012
	Iteration 12Q: 3 clusters Score -4462014 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4462475.500000 Penalty: 5198.562012
	Iteration 13Q: 3 clusters Score -4462476 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4462859.000000 Penalty: 5198.562012
	Iteration 14Q: 3 clusters Score -4462859 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4463210.000000 Penalty: 5198.562012
	Iteration 15Q: 3 clusters Score -4463210 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4463617.500000 Penalty: 5198.562012
	Iteration 16Q: 3 clusters Score -4463618 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4464011.500000 Penalty: 5198.562012
	Iteration 17Q: 3 clusters Score -4464012 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4464365.500000 Penalty: 5198.562012
	Iteration 18Q: 3 clusters Score -4464366 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4464753.500000 Penalty: 5198.562012
	Iteration 19Q: 3 clusters Score -4464754 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4465142.500000 Penalty: 5198.562012
	Iteration 20F: 3 clusters Score -4465142 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4465560.500000 Penalty: 5198.562012
	Iteration 21Q: 3 clusters Score -4465560 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4465935.000000 Penalty: 5198.562012
	Iteration 22Q: 3 clusters Score -4465935 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4466296.000000 Penalty: 5198.562012
	Iteration 23Q: 3 clusters Score -4466296 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4466599.000000 Penalty: 5198.562012
	Iteration 24Q: 3 clusters Score -4466599 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4466836.000000 Penalty: 5198.562012
	Iteration 25Q: 3 clusters Score -4466836 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4466971.000000 Penalty: 5198.562012
	Iteration 26Q: 3 clusters Score -4466971 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4467066.000000 Penalty: 5198.562012
	Iteration 27Q: 3 clusters Score -4467066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4467117.500000 Penalty: 5198.562012
	Iteration 28Q: 3 clusters Score -4467118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4467135.500000 Penalty: 5198.562012
	Iteration 29Q: 3 clusters Score -4467136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4467151.000000 Penalty: 5198.562012
	Iteration 30Q: 3 clusters Score -4467151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4467172.500000 Penalty: 5198.562012
	Iteration 31Q: 3 clusters Score -4467172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4467167.500000 Penalty: 5198.562012
	Iteration 32Q: 3 clusters Score -4467168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4467173.500000 Penalty: 5198.562012
	Iteration 33Q: 3 clusters Score -4467174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4467180.000000 Penalty: 5198.562012
	Iteration 34Q: 3 clusters Score -4467180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4467176.500000 Penalty: 5198.562012
	Iteration 35Q: 3 clusters Score -4467176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4467183.000000 Penalty: 5198.562012
	Iteration 36Q: 3 clusters Score -4467183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4467188.000000 Penalty: 5198.562012
	Iteration 37Q: 3 clusters Score -4467188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4467188.500000 Penalty: 5198.562012
	Iteration 38Q: 3 clusters Score -4467188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4467189.500000 Penalty: 5198.562012
	Iteration 39Q: 3 clusters Score -4467190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4467191.500000 Penalty: 5198.562012
	Iteration 40F: 3 clusters Score -4467192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4467193.500000 Penalty: 5198.562012
	Iteration 41Q: 3 clusters Score -4467194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4467195.000000 Penalty: 5198.562012
	Iteration 42Q: 3 clusters Score -4467195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4467199.500000 Penalty: 5198.562012
	Iteration 43Q: 3 clusters Score -4467200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4467192.000000 Penalty: 5198.562012
	Iteration 44Q: 3 clusters Score -4467192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4467193.500000 Penalty: 5198.562012
	Iteration 45Q: 3 clusters Score -4467194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4467198.000000 Penalty: 5198.562012
	Iteration 46Q: 3 clusters Score -4467198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4467195.000000 Penalty: 5198.562012
	Iteration 47Q: 3 clusters Score -4467195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4467196.500000 Penalty: 5198.562012
	Iteration 48Q: 3 clusters Score -4467196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4467193.000000 Penalty: 5198.562012
	Iteration 49Q: 3 clusters Score -4467193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4467188.500000 Penalty: 5198.562012
	Iteration 50Q: 3 clusters Score -4467188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4467191.000000 Penalty: 5198.562012
	Iteration 51Q: 3 clusters Score -4467191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4467194.500000 Penalty: 5198.562012
	Iteration 52Q: 3 clusters Score -4467194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4467205.500000 Penalty: 5198.562012
	Iteration 53Q: 3 clusters Score -4467206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4467211.500000 Penalty: 5198.562012
	Iteration 54Q: 3 clusters Score -4467212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4467206.500000 Penalty: 5198.562012
	Iteration 55Q: 3 clusters Score -4467206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4467209.500000 Penalty: 5198.562012
	Iteration 56Q: 3 clusters Score -4467210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4467207.000000 Penalty: 5198.562012
	Iteration 57Q: 3 clusters Score -4467207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4467208.500000 Penalty: 5198.562012
	Iteration 58Q: 3 clusters Score -4467208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4467208.500000 Penalty: 5198.562012
	Iteration 59F: 3 clusters Score -4467208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Entering Unmasked Estep 
Score: -16763890.000000 Penalty: 2928.026367
	Iteration 0F: 2 clusters Score -1.676389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -16674602.000000 Penalty: 5856.052734
	Iteration 0F: 3 clusters Score -1.66746e+07 nChanged 63924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -16711613.000000 Penalty: 5856.052734
	Iteration 1F: 3 clusters Score -1.671161e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -16712471.000000 Penalty: 5856.052734
	Iteration 2Q: 3 clusters Score -1.671247e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -16713252.000000 Penalty: 5856.052734
	Iteration 3Q: 3 clusters Score -1.671325e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -16714422.000000 Penalty: 5856.052734
	Iteration 4Q: 3 clusters Score -1.671442e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -16715761.000000 Penalty: 5856.052734
	Iteration 5Q: 3 clusters Score -1.671576e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -16717353.000000 Penalty: 5856.052734
	Iteration 6Q: 3 clusters Score -1.671735e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -16719534.000000 Penalty: 5856.052734
	Iteration 7Q: 3 clusters Score -1.671953e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -16721942.000000 Penalty: 5856.052734
	Iteration 8Q: 3 clusters Score -1.672194e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -16724500.000000 Penalty: 5856.052734
	Iteration 9Q: 3 clusters Score -1.67245e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -16727472.000000 Penalty: 5856.052734
	Iteration 10Q: 3 clusters Score -1.672747e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -16730526.000000 Penalty: 5856.052734
	Iteration 11Q: 3 clusters Score -1.673053e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -16734104.000000 Penalty: 5856.052734
	Iteration 12Q: 3 clusters Score -1.67341e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -16738315.000000 Penalty: 5856.052734
	Iteration 13F: 3 clusters Score -1.673832e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -16743035.000000 Penalty: 5856.052734
	Iteration 14F: 3 clusters Score -1.674304e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -16747534.000000 Penalty: 5856.052734
	Iteration 15F: 3 clusters Score -1.674753e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -16751793.000000 Penalty: 5856.052734
	Iteration 16Q: 3 clusters Score -1.675179e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -16755162.000000 Penalty: 5856.052734
	Iteration 17Q: 3 clusters Score -1.675516e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124529 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -16757497.000000 Penalty: 5856.052734
	Iteration 18Q: 3 clusters Score -1.67575e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -16759044.000000 Penalty: 5856.052734
	Iteration 19Q: 3 clusters Score -1.675904e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128955 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -16759998.000000 Penalty: 5856.052734
	Iteration 20F: 3 clusters Score -1.676e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -16760665.000000 Penalty: 5856.052734
	Iteration 21Q: 3 clusters Score -1.676066e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -16761060.000000 Penalty: 5856.052734
	Iteration 22Q: 3 clusters Score -1.676106e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16761348.000000 Penalty: 5856.052734
	Iteration 23Q: 3 clusters Score -1.676135e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16761534.000000 Penalty: 5856.052734
	Iteration 24Q: 3 clusters Score -1.676153e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16761633.000000 Penalty: 5856.052734
	Iteration 25Q: 3 clusters Score -1.676163e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16761705.000000 Penalty: 5856.052734
	Iteration 26Q: 3 clusters Score -1.67617e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16761768.000000 Penalty: 5856.052734
	Iteration 27Q: 3 clusters Score -1.676177e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -16761821.000000 Penalty: 5856.052734
	Iteration 28Q: 3 clusters Score -1.676182e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16761855.000000 Penalty: 5856.052734
	Iteration 29Q: 3 clusters Score -1.676186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132256 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16761873.000000 Penalty: 5856.052734
	Iteration 30Q: 3 clusters Score -1.676187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16761904.000000 Penalty: 5856.052734
	Iteration 31Q: 3 clusters Score -1.67619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -16761933.000000 Penalty: 5856.052734
	Iteration 32Q: 3 clusters Score -1.676193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -16761926.000000 Penalty: 5856.052734
	Iteration 33Q: 3 clusters Score -1.676193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16761943.000000 Penalty: 5856.052734
	Iteration 34Q: 3 clusters Score -1.676194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16761949.000000 Penalty: 5856.052734
	Iteration 35Q: 3 clusters Score -1.676195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132407 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -16761963.000000 Penalty: 5856.052734
	Iteration 36Q: 3 clusters Score -1.676196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16761972.000000 Penalty: 5856.052734
	Iteration 37Q: 3 clusters Score -1.676197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16761980.000000 Penalty: 5856.052734
	Iteration 38Q: 3 clusters Score -1.676198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -16761976.000000 Penalty: 5856.052734
	Iteration 39Q: 3 clusters Score -1.676198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16761971.000000 Penalty: 5856.052734
	Iteration 40F: 3 clusters Score -1.676197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -16761982.000000 Penalty: 5856.052734
	Iteration 41Q: 3 clusters Score -1.676198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -16761990.000000 Penalty: 5856.052734
	Iteration 42Q: 3 clusters Score -1.676199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -16761987.000000 Penalty: 5856.052734
	Iteration 43Q: 3 clusters Score -1.676199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -16761989.000000 Penalty: 5856.052734
	Iteration 44Q: 3 clusters Score -1.676199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132457 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -16761984.000000 Penalty: 5856.052734
	Iteration 45Q: 3 clusters Score -1.676198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132462 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16761974.000000 Penalty: 5856.052734
	Iteration 46Q: 3 clusters Score -1.676197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16761972.000000 Penalty: 5856.052734
	Iteration 47Q: 3 clusters Score -1.676197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -16761986.000000 Penalty: 5856.052734
	Iteration 48Q: 3 clusters Score -1.676199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16761983.000000 Penalty: 5856.052734
	Iteration 49Q: 3 clusters Score -1.676198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16761989.000000 Penalty: 5856.052734
	Iteration 50Q: 3 clusters Score -1.676199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132462 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16761992.000000 Penalty: 5856.052734
	Iteration 51Q: 3 clusters Score -1.676199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16761984.000000 Penalty: 5856.052734
	Iteration 52Q: 3 clusters Score -1.676198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -16761993.000000 Penalty: 5856.052734
	Iteration 53Q: 3 clusters Score -1.676199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16761988.000000 Penalty: 5856.052734
	Iteration 54Q: 3 clusters Score -1.676199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16761984.000000 Penalty: 5856.052734
	Iteration 55Q: 3 clusters Score -1.676198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16761994.000000 Penalty: 5856.052734
	Iteration 56Q: 3 clusters Score -1.676199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16761992.000000 Penalty: 5856.052734
	Iteration 57Q: 3 clusters Score -1.676199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16761998.000000 Penalty: 5856.052734
	Iteration 58Q: 3 clusters Score -1.6762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132472 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16761993.000000 Penalty: 5856.052734
	Iteration 59Q: 3 clusters Score -1.676199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16761993.000000 Penalty: 5856.052734
	Iteration 60F: 3 clusters Score -1.676199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Entering Unmasked Estep 
Score: -8561293.000000 Penalty: 2762.126465
	Iteration 0F: 2 clusters Score -8561293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8515289.000000 Penalty: 5524.252930
	Iteration 0F: 3 clusters Score -8515289 nChanged 32117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8532973.000000 Penalty: 5524.252930
	Iteration 1F: 3 clusters Score -8532973 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -8533470.000000 Penalty: 5524.252930
	Iteration 2Q: 3 clusters Score -8533470 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8533987.000000 Penalty: 5524.252930
	Iteration 3Q: 3 clusters Score -8533987 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8534419.000000 Penalty: 5524.252930
	Iteration 4Q: 3 clusters Score -8534419 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8534906.000000 Penalty: 5524.252930
	Iteration 5Q: 3 clusters Score -8534906 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -8535482.000000 Penalty: 5524.252930
	Iteration 6Q: 3 clusters Score -8535482 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -8536124.000000 Penalty: 5524.252930
	Iteration 7Q: 3 clusters Score -8536124 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8536890.000000 Penalty: 5524.252930
	Iteration 8Q: 3 clusters Score -8536890 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -8537842.000000 Penalty: 5524.252930
	Iteration 9Q: 3 clusters Score -8537842 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -8539168.000000 Penalty: 5524.252930
	Iteration 10Q: 3 clusters Score -8539168 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -8540622.000000 Penalty: 5524.252930
	Iteration 11Q: 3 clusters Score -8540622 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -8542278.000000 Penalty: 5524.252930
	Iteration 12Q: 3 clusters Score -8542278 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -8544037.000000 Penalty: 5524.252930
	Iteration 13Q: 3 clusters Score -8544037 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8545822.000000 Penalty: 5524.252930
	Iteration 14Q: 3 clusters Score -8545822 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8547255.000000 Penalty: 5524.252930
	Iteration 15Q: 3 clusters Score -8547255 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8548197.000000 Penalty: 5524.252930
	Iteration 16Q: 3 clusters Score -8548197 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -8548933.000000 Penalty: 5524.252930
	Iteration 17Q: 3 clusters Score -8548933 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8549471.000000 Penalty: 5524.252930
	Iteration 18Q: 3 clusters Score -8549471 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -8549948.000000 Penalty: 5524.252930
	Iteration 19Q: 3 clusters Score -8549948 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8550458.000000 Penalty: 5524.252930
	Iteration 20F: 3 clusters Score -8550458 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8551008.000000 Penalty: 5524.252930
	Iteration 21Q: 3 clusters Score -8551008 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8551608.000000 Penalty: 5524.252930
	Iteration 22Q: 3 clusters Score -8551608 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -8552258.000000 Penalty: 5524.252930
	Iteration 23Q: 3 clusters Score -8552258 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -8552993.000000 Penalty: 5524.252930
	Iteration 24Q: 3 clusters Score -8552993 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -8553756.000000 Penalty: 5524.252930
	Iteration 25Q: 3 clusters Score -8553756 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -8554545.000000 Penalty: 5524.252930
	Iteration 26Q: 3 clusters Score -8554545 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8555366.000000 Penalty: 5524.252930
	Iteration 27Q: 3 clusters Score -8555366 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -8556135.000000 Penalty: 5524.252930
	Iteration 28Q: 3 clusters Score -8556135 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -8556796.000000 Penalty: 5524.252930
	Iteration 29Q: 3 clusters Score -8556796 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -8557384.000000 Penalty: 5524.252930
	Iteration 30Q: 3 clusters Score -8557384 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -8557901.000000 Penalty: 5524.252930
	Iteration 31Q: 3 clusters Score -8557901 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -8558314.000000 Penalty: 5524.252930
	Iteration 32Q: 3 clusters Score -8558314 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -8558630.000000 Penalty: 5524.252930
	Iteration 33Q: 3 clusters Score -8558630 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -8558887.000000 Penalty: 5524.252930
	Iteration 34Q: 3 clusters Score -8558887 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -8559072.000000 Penalty: 5524.252930
	Iteration 35Q: 3 clusters Score -8559072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -8559245.000000 Penalty: 5524.252930
	Iteration 36Q: 3 clusters Score -8559245 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8559370.000000 Penalty: 5524.252930
	Iteration 37Q: 3 clusters Score -8559370 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -8559466.000000 Penalty: 5524.252930
	Iteration 38Q: 3 clusters Score -8559466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -8559518.000000 Penalty: 5524.252930
	Iteration 39Q: 3 clusters Score -8559518 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -8559596.000000 Penalty: 5524.252930
	Iteration 40F: 3 clusters Score -8559596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -8559671.000000 Penalty: 5524.252930
	Iteration 41Q: 3 clusters Score -8559671 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -8559689.000000 Penalty: 5524.252930
	Iteration 42Q: 3 clusters Score -8559689 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8559734.000000 Penalty: 5524.252930
	Iteration 43Q: 3 clusters Score -8559734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8559760.000000 Penalty: 5524.252930
	Iteration 44Q: 3 clusters Score -8559760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -8559784.000000 Penalty: 5524.252930
	Iteration 45Q: 3 clusters Score -8559784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -8559813.000000 Penalty: 5524.252930
	Iteration 46Q: 3 clusters Score -8559813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -8559840.000000 Penalty: 5524.252930
	Iteration 47Q: 3 clusters Score -8559840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -8559840.000000 Penalty: 5524.252930
	Iteration 48Q: 3 clusters Score -8559840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -8559842.000000 Penalty: 5524.252930
	Iteration 49Q: 3 clusters Score -8559842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -8559843.000000 Penalty: 5524.252930
	Iteration 50Q: 3 clusters Score -8559843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -8559854.000000 Penalty: 5524.252930
	Iteration 51Q: 3 clusters Score -8559854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -8559854.000000 Penalty: 5524.252930
	Iteration 52Q: 3 clusters Score -8559854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8559858.000000 Penalty: 5524.252930
	Iteration 53Q: 3 clusters Score -8559858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -8559851.000000 Penalty: 5524.252930
	Iteration 54Q: 3 clusters Score -8559851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -8559846.000000 Penalty: 5524.252930
	Iteration 55Q: 3 clusters Score -8559846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -8559854.000000 Penalty: 5524.252930
	Iteration 56Q: 3 clusters Score -8559854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -8559858.000000 Penalty: 5524.252930
	Iteration 57Q: 3 clusters Score -8559858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -8559872.000000 Penalty: 5524.252930
	Iteration 58Q: 3 clusters Score -8559872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -8559866.000000 Penalty: 5524.252930
	Iteration 59Q: 3 clusters Score -8559866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -8559869.000000 Penalty: 5524.252930
	Iteration 60F: 3 clusters Score -8559869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -8559863.000000 Penalty: 5524.252930
	Iteration 61Q: 3 clusters Score -8559863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -8559862.000000 Penalty: 5524.252930
	Iteration 62Q: 3 clusters Score -8559862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -8559868.000000 Penalty: 5524.252930
	Iteration 63Q: 3 clusters Score -8559868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -8559875.000000 Penalty: 5524.252930
	Iteration 64Q: 3 clusters Score -8559875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -8559875.000000 Penalty: 5524.252930
	Iteration 65Q: 3 clusters Score -8559875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8559871.000000 Penalty: 5524.252930
	Iteration 66Q: 3 clusters Score -8559871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -8559869.000000 Penalty: 5524.252930
	Iteration 67Q: 3 clusters Score -8559869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -8559864.000000 Penalty: 5524.252930
	Iteration 68Q: 3 clusters Score -8559864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -8559880.000000 Penalty: 5524.252930
	Iteration 69Q: 3 clusters Score -8559880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -8559877.000000 Penalty: 5524.252930
	Iteration 70Q: 3 clusters Score -8559877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8559871.000000 Penalty: 5524.252930
	Iteration 71Q: 3 clusters Score -8559871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -8559877.000000 Penalty: 5524.252930
	Iteration 72Q: 3 clusters Score -8559877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -8559879.000000 Penalty: 5524.252930
	Iteration 73Q: 3 clusters Score -8559879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -8559878.000000 Penalty: 5524.252930
	Iteration 74Q: 3 clusters Score -8559878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -8559879.000000 Penalty: 5524.252930
	Iteration 75Q: 3 clusters Score -8559879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -8559891.000000 Penalty: 5524.252930
	Iteration 76Q: 3 clusters Score -8559891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8559898.000000 Penalty: 5524.252930
	Iteration 77Q: 3 clusters Score -8559898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -8559898.000000 Penalty: 5524.252930
	Iteration 78Q: 3 clusters Score -8559898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8559899.000000 Penalty: 5524.252930
	Iteration 79Q: 3 clusters Score -8559899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -8559901.000000 Penalty: 5524.252930
	Iteration 80F: 3 clusters Score -8559901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -8559902.000000 Penalty: 5524.252930
	Iteration 81Q: 3 clusters Score -8559902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8559900.000000 Penalty: 5524.252930
	Iteration 82Q: 3 clusters Score -8559900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8559900.000000 Penalty: 5524.252930
	Iteration 83F: 3 clusters Score -8559900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Entering Unmasked Estep 
Score: -1624016.125000 Penalty: 2356.190674
	Iteration 0F: 2 clusters Score -1624016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1614247.125000 Penalty: 4712.381348
	Iteration 0F: 3 clusters Score -1614247 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1617304.750000 Penalty: 4712.381348
	Iteration 1F: 3 clusters Score -1617305 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1617749.625000 Penalty: 4712.381348
	Iteration 2F: 3 clusters Score -1617750 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1618118.875000 Penalty: 4712.381348
	Iteration 3F: 3 clusters Score -1618119 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1618469.875000 Penalty: 4712.381348
	Iteration 4Q: 3 clusters Score -1618470 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1618827.750000 Penalty: 4712.381348
	Iteration 5Q: 3 clusters Score -1618828 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1619237.125000 Penalty: 4712.381348
	Iteration 6Q: 3 clusters Score -1619237 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1619629.750000 Penalty: 4712.381348
	Iteration 7F: 3 clusters Score -1619630 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1619987.000000 Penalty: 4712.381348
	Iteration 8Q: 3 clusters Score -1619987 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1620296.625000 Penalty: 4712.381348
	Iteration 9Q: 3 clusters Score -1620297 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1620520.125000 Penalty: 4712.381348
	Iteration 10Q: 3 clusters Score -1620520 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1620673.500000 Penalty: 4712.381348
	Iteration 11Q: 3 clusters Score -1620674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1620785.250000 Penalty: 4712.381348
	Iteration 12Q: 3 clusters Score -1620785 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1620855.125000 Penalty: 4712.381348
	Iteration 13Q: 3 clusters Score -1620855 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1620909.125000 Penalty: 4712.381348
	Iteration 14Q: 3 clusters Score -1620909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1620956.875000 Penalty: 4712.381348
	Iteration 15Q: 3 clusters Score -1620957 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1620987.125000 Penalty: 4712.381348
	Iteration 16Q: 3 clusters Score -1620987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1621032.625000 Penalty: 4712.381348
	Iteration 17Q: 3 clusters Score -1621033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1621064.875000 Penalty: 4712.381348
	Iteration 18Q: 3 clusters Score -1621065 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1621097.000000 Penalty: 4712.381348
	Iteration 19Q: 3 clusters Score -1621097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1621126.875000 Penalty: 4712.381348
	Iteration 20F: 3 clusters Score -1621127 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1621176.875000 Penalty: 4712.381348
	Iteration 21Q: 3 clusters Score -1621177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1621218.500000 Penalty: 4712.381348
	Iteration 22Q: 3 clusters Score -1621218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1621262.000000 Penalty: 4712.381348
	Iteration 23Q: 3 clusters Score -1621262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1621314.750000 Penalty: 4712.381348
	Iteration 24Q: 3 clusters Score -1621315 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1621367.250000 Penalty: 4712.381348
	Iteration 25Q: 3 clusters Score -1621367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1621426.000000 Penalty: 4712.381348
	Iteration 26Q: 3 clusters Score -1621426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1621484.250000 Penalty: 4712.381348
	Iteration 27Q: 3 clusters Score -1621484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1621559.125000 Penalty: 4712.381348
	Iteration 28Q: 3 clusters Score -1621559 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1621652.875000 Penalty: 4712.381348
	Iteration 29Q: 3 clusters Score -1621653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1621759.250000 Penalty: 4712.381348
	Iteration 30Q: 3 clusters Score -1621759 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1621857.750000 Penalty: 4712.381348
	Iteration 31Q: 3 clusters Score -1621858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1621956.250000 Penalty: 4712.381348
	Iteration 32Q: 3 clusters Score -1621956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1622022.250000 Penalty: 4712.381348
	Iteration 33Q: 3 clusters Score -1622022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1622070.750000 Penalty: 4712.381348
	Iteration 34Q: 3 clusters Score -1622071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1622110.625000 Penalty: 4712.381348
	Iteration 35Q: 3 clusters Score -1622111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1622147.000000 Penalty: 4712.381348
	Iteration 36Q: 3 clusters Score -1622147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1622176.250000 Penalty: 4712.381348
	Iteration 37Q: 3 clusters Score -1622176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1622205.625000 Penalty: 4712.381348
	Iteration 38Q: 3 clusters Score -1622206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1622247.000000 Penalty: 4712.381348
	Iteration 39Q: 3 clusters Score -1622247 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1622284.750000 Penalty: 4712.381348
	Iteration 40F: 3 clusters Score -1622285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1622318.375000 Penalty: 4712.381348
	Iteration 41Q: 3 clusters Score -1622318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1622350.000000 Penalty: 4712.381348
	Iteration 42Q: 3 clusters Score -1622350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1622384.125000 Penalty: 4712.381348
	Iteration 43Q: 3 clusters Score -1622384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1622422.375000 Penalty: 4712.381348
	Iteration 44Q: 3 clusters Score -1622422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1622472.375000 Penalty: 4712.381348
	Iteration 45Q: 3 clusters Score -1622472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1622511.750000 Penalty: 4712.381348
	Iteration 46Q: 3 clusters Score -1622512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1622542.500000 Penalty: 4712.381348
	Iteration 47Q: 3 clusters Score -1622542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1622580.500000 Penalty: 4712.381348
	Iteration 48Q: 3 clusters Score -1622580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1622617.875000 Penalty: 4712.381348
	Iteration 49Q: 3 clusters Score -1622618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1622644.750000 Penalty: 4712.381348
	Iteration 50Q: 3 clusters Score -1622645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1622674.250000 Penalty: 4712.381348
	Iteration 51Q: 3 clusters Score -1622674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1622696.875000 Penalty: 4712.381348
	Iteration 52Q: 3 clusters Score -1622697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1622717.500000 Penalty: 4712.381348
	Iteration 53Q: 3 clusters Score -1622718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1622739.125000 Penalty: 4712.381348
	Iteration 54Q: 3 clusters Score -1622739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1622759.750000 Penalty: 4712.381348
	Iteration 55Q: 3 clusters Score -1622760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1622773.500000 Penalty: 4712.381348
	Iteration 56Q: 3 clusters Score -1622774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1622785.375000 Penalty: 4712.381348
	Iteration 57Q: 3 clusters Score -1622785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1622803.625000 Penalty: 4712.381348
	Iteration 58Q: 3 clusters Score -1622804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1622819.750000 Penalty: 4712.381348
	Iteration 59Q: 3 clusters Score -1622820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1622844.750000 Penalty: 4712.381348
	Iteration 60F: 3 clusters Score -1622845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1622867.125000 Penalty: 4712.381348
	Iteration 61Q: 3 clusters Score -1622867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1622878.500000 Penalty: 4712.381348
	Iteration 62Q: 3 clusters Score -1622878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1622883.625000 Penalty: 4712.381348
	Iteration 63Q: 3 clusters Score -1622884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1622886.000000 Penalty: 4712.381348
	Iteration 64Q: 3 clusters Score -1622886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1622891.500000 Penalty: 4712.381348
	Iteration 65Q: 3 clusters Score -1622892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1622890.625000 Penalty: 4712.381348
	Iteration 66Q: 3 clusters Score -1622891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1622892.375000 Penalty: 4712.381348
	Iteration 67Q: 3 clusters Score -1622892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1622892.875000 Penalty: 4712.381348
	Iteration 68Q: 3 clusters Score -1622893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1622896.125000 Penalty: 4712.381348
	Iteration 69Q: 3 clusters Score -1622896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1622898.500000 Penalty: 4712.381348
	Iteration 70Q: 3 clusters Score -1622898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1622897.500000 Penalty: 4712.381348
	Iteration 71Q: 3 clusters Score -1622898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1622902.000000 Penalty: 4712.381348
	Iteration 72Q: 3 clusters Score -1622902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1622907.250000 Penalty: 4712.381348
	Iteration 73Q: 3 clusters Score -1622907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1622908.375000 Penalty: 4712.381348
	Iteration 74Q: 3 clusters Score -1622908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1622913.625000 Penalty: 4712.381348
	Iteration 75Q: 3 clusters Score -1622914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1622915.375000 Penalty: 4712.381348
	Iteration 76Q: 3 clusters Score -1622915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1622920.375000 Penalty: 4712.381348
	Iteration 77Q: 3 clusters Score -1622920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1622921.375000 Penalty: 4712.381348
	Iteration 78Q: 3 clusters Score -1622921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1622926.000000 Penalty: 4712.381348
	Iteration 79Q: 3 clusters Score -1622926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1622923.000000 Penalty: 4712.381348
	Iteration 80F: 3 clusters Score -1622923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Entering Unmasked Estep 
Score: -2011781.000000 Penalty: 2406.818848
	Iteration 0F: 2 clusters Score -2011781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2000105.500000 Penalty: 4813.637695
	Iteration 0F: 3 clusters Score -2000106 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2004000.375000 Penalty: 4813.637695
	Iteration 1F: 3 clusters Score -2004000 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2004497.875000 Penalty: 4813.637695
	Iteration 2F: 3 clusters Score -2004498 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2005031.375000 Penalty: 4813.637695
	Iteration 3F: 3 clusters Score -2005031 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2005702.000000 Penalty: 4813.637695
	Iteration 4F: 3 clusters Score -2005702 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2006488.000000 Penalty: 4813.637695
	Iteration 5F: 3 clusters Score -2006488 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2007364.875000 Penalty: 4813.637695
	Iteration 6F: 3 clusters Score -2007365 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2008178.625000 Penalty: 4813.637695
	Iteration 7F: 3 clusters Score -2008179 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2008771.750000 Penalty: 4813.637695
	Iteration 8F: 3 clusters Score -2008772 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2009155.625000 Penalty: 4813.637695
	Iteration 9Q: 3 clusters Score -2009156 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2009397.125000 Penalty: 4813.637695
	Iteration 10Q: 3 clusters Score -2009397 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2009533.750000 Penalty: 4813.637695
	Iteration 11Q: 3 clusters Score -2009534 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2009625.500000 Penalty: 4813.637695
	Iteration 12Q: 3 clusters Score -2009626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2009703.250000 Penalty: 4813.637695
	Iteration 13Q: 3 clusters Score -2009703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2009772.125000 Penalty: 4813.637695
	Iteration 14Q: 3 clusters Score -2009772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2009804.125000 Penalty: 4813.637695
	Iteration 15Q: 3 clusters Score -2009804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2009839.500000 Penalty: 4813.637695
	Iteration 16Q: 3 clusters Score -2009840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2009866.875000 Penalty: 4813.637695
	Iteration 17Q: 3 clusters Score -2009867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2009893.000000 Penalty: 4813.637695
	Iteration 18Q: 3 clusters Score -2009893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2009908.875000 Penalty: 4813.637695
	Iteration 19Q: 3 clusters Score -2009909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2009928.625000 Penalty: 4813.637695
	Iteration 20F: 3 clusters Score -2009929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2009939.625000 Penalty: 4813.637695
	Iteration 21Q: 3 clusters Score -2009940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2009953.125000 Penalty: 4813.637695
	Iteration 22Q: 3 clusters Score -2009953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2009963.500000 Penalty: 4813.637695
	Iteration 23Q: 3 clusters Score -2009964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2009970.625000 Penalty: 4813.637695
	Iteration 24Q: 3 clusters Score -2009971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2009969.125000 Penalty: 4813.637695
	Iteration 25Q: 3 clusters Score -2009969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2009975.750000 Penalty: 4813.637695
	Iteration 26Q: 3 clusters Score -2009976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2009981.125000 Penalty: 4813.637695
	Iteration 27Q: 3 clusters Score -2009981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2009983.250000 Penalty: 4813.637695
	Iteration 28Q: 3 clusters Score -2009983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2009990.125000 Penalty: 4813.637695
	Iteration 29Q: 3 clusters Score -2009990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2009995.875000 Penalty: 4813.637695
	Iteration 30Q: 3 clusters Score -2009996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2009995.250000 Penalty: 4813.637695
	Iteration 31Q: 3 clusters Score -2009995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2010000.750000 Penalty: 4813.637695
	Iteration 32Q: 3 clusters Score -2010001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2009999.125000 Penalty: 4813.637695
	Iteration 33Q: 3 clusters Score -2009999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2010003.000000 Penalty: 4813.637695
	Iteration 34Q: 3 clusters Score -2010003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2010004.375000 Penalty: 4813.637695
	Iteration 35Q: 3 clusters Score -2010004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2010003.750000 Penalty: 4813.637695
	Iteration 36Q: 3 clusters Score -2010004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2010006.875000 Penalty: 4813.637695
	Iteration 37Q: 3 clusters Score -2010007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2010011.875000 Penalty: 4813.637695
	Iteration 38Q: 3 clusters Score -2010012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2010007.000000 Penalty: 4813.637695
	Iteration 39Q: 3 clusters Score -2010007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2010006.125000 Penalty: 4813.637695
	Iteration 40F: 3 clusters Score -2010006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2010013.250000 Penalty: 4813.637695
	Iteration 41Q: 3 clusters Score -2010013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2010011.125000 Penalty: 4813.637695
	Iteration 42Q: 3 clusters Score -2010011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2010012.375000 Penalty: 4813.637695
	Iteration 43Q: 3 clusters Score -2010012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2010014.000000 Penalty: 4813.637695
	Iteration 44Q: 3 clusters Score -2010014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2010015.625000 Penalty: 4813.637695
	Iteration 45Q: 3 clusters Score -2010016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2010016.125000 Penalty: 4813.637695
	Iteration 46Q: 3 clusters Score -2010016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2010017.000000 Penalty: 4813.637695
	Iteration 47Q: 3 clusters Score -2010017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2010021.125000 Penalty: 4813.637695
	Iteration 48Q: 3 clusters Score -2010021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2010020.750000 Penalty: 4813.637695
	Iteration 49Q: 3 clusters Score -2010021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2010021.625000 Penalty: 4813.637695
	Iteration 50Q: 3 clusters Score -2010022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2010024.500000 Penalty: 4813.637695
	Iteration 51Q: 3 clusters Score -2010024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2010024.125000 Penalty: 4813.637695
	Iteration 52Q: 3 clusters Score -2010024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2010025.500000 Penalty: 4813.637695
	Iteration 53Q: 3 clusters Score -2010026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2010025.125000 Penalty: 4813.637695
	Iteration 54Q: 3 clusters Score -2010025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2010026.875000 Penalty: 4813.637695
	Iteration 55Q: 3 clusters Score -2010027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2010026.125000 Penalty: 4813.637695
	Iteration 56Q: 3 clusters Score -2010026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2010024.250000 Penalty: 4813.637695
	Iteration 57Q: 3 clusters Score -2010024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2010023.375000 Penalty: 4813.637695
	Iteration 58Q: 3 clusters Score -2010023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2010026.375000 Penalty: 4813.637695
	Iteration 59Q: 3 clusters Score -2010026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2010025.000000 Penalty: 4813.637695
	Iteration 60F: 3 clusters Score -2010025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -233442.812500 Penalty: 1869.150513
	Iteration 0F: 2 clusters Score -233442.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230847.828125 Penalty: 3738.301025
	Iteration 0F: 3 clusters Score -230847.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -231264.453125 Penalty: 3738.301025
	Iteration 1F: 3 clusters Score -231264.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -231398.421875 Penalty: 3738.301025
	Iteration 2F: 3 clusters Score -231398.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -231469.968750 Penalty: 3738.301025
	Iteration 3Q: 3 clusters Score -231470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -231506.625000 Penalty: 3738.301025
	Iteration 4Q: 3 clusters Score -231506.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231530.281250 Penalty: 3738.301025
	Iteration 5Q: 3 clusters Score -231530.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -231546.906250 Penalty: 3738.301025
	Iteration 6Q: 3 clusters Score -231546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -231567.031250 Penalty: 3738.301025
	Iteration 7Q: 3 clusters Score -231567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -231581.578125 Penalty: 3738.301025
	Iteration 8Q: 3 clusters Score -231581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231596.062500 Penalty: 3738.301025
	Iteration 9Q: 3 clusters Score -231596.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -231608.515625 Penalty: 3738.301025
	Iteration 10Q: 3 clusters Score -231608.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -231619.921875 Penalty: 3738.301025
	Iteration 11Q: 3 clusters Score -231619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -231626.453125 Penalty: 3738.301025
	Iteration 12Q: 3 clusters Score -231626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231630.500000 Penalty: 3738.301025
	Iteration 13Q: 3 clusters Score -231630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231633.218750 Penalty: 3738.301025
	Iteration 14Q: 3 clusters Score -231633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231636.046875 Penalty: 3738.301025
	Iteration 15Q: 3 clusters Score -231636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231639.687500 Penalty: 3738.301025
	Iteration 16Q: 3 clusters Score -231639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -231641.546875 Penalty: 3738.301025
	Iteration 17Q: 3 clusters Score -231641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -231642.250000 Penalty: 3738.301025
	Iteration 18Q: 3 clusters Score -231642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231643.390625 Penalty: 3738.301025
	Iteration 19Q: 3 clusters Score -231643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -231645.046875 Penalty: 3738.301025
	Iteration 20F: 3 clusters Score -231645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -231646.843750 Penalty: 3738.301025
	Iteration 21Q: 3 clusters Score -231646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231647.359375 Penalty: 3738.301025
	Iteration 22Q: 3 clusters Score -231647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231647.359375 Penalty: 3738.301025
	Iteration 23F: 3 clusters Score -231647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Entering Unmasked Estep 
Score: -4714986.000000 Penalty: 2610.507324
	Iteration 0F: 2 clusters Score -4714986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4689612.000000 Penalty: 5221.014648
	Iteration 0F: 3 clusters Score -4689612 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4698983.000000 Penalty: 5221.014648
	Iteration 1F: 3 clusters Score -4698983 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4699578.500000 Penalty: 5221.014648
	Iteration 2Q: 3 clusters Score -4699578 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4700237.500000 Penalty: 5221.014648
	Iteration 3Q: 3 clusters Score -4700238 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4701086.000000 Penalty: 5221.014648
	Iteration 4Q: 3 clusters Score -4701086 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4702385.000000 Penalty: 5221.014648
	Iteration 5F: 3 clusters Score -4702385 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4704141.000000 Penalty: 5221.014648
	Iteration 6F: 3 clusters Score -4704141 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4706413.000000 Penalty: 5221.014648
	Iteration 7F: 3 clusters Score -4706413 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4708844.000000 Penalty: 5221.014648
	Iteration 8F: 3 clusters Score -4708844 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4710613.000000 Penalty: 5221.014648
	Iteration 9F: 3 clusters Score -4710613 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4711686.000000 Penalty: 5221.014648
	Iteration 10Q: 3 clusters Score -4711686 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4712179.500000 Penalty: 5221.014648
	Iteration 11Q: 3 clusters Score -4712180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4712454.500000 Penalty: 5221.014648
	Iteration 12Q: 3 clusters Score -4712454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4712570.500000 Penalty: 5221.014648
	Iteration 13Q: 3 clusters Score -4712570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4712635.000000 Penalty: 5221.014648
	Iteration 14Q: 3 clusters Score -4712635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4712675.500000 Penalty: 5221.014648
	Iteration 15Q: 3 clusters Score -4712676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4712708.500000 Penalty: 5221.014648
	Iteration 16Q: 3 clusters Score -4712708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4712728.000000 Penalty: 5221.014648
	Iteration 17Q: 3 clusters Score -4712728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4712731.000000 Penalty: 5221.014648
	Iteration 18Q: 3 clusters Score -4712731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4712739.000000 Penalty: 5221.014648
	Iteration 19Q: 3 clusters Score -4712739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4712742.000000 Penalty: 5221.014648
	Iteration 20F: 3 clusters Score -4712742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4712748.500000 Penalty: 5221.014648
	Iteration 21Q: 3 clusters Score -4712748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4712752.500000 Penalty: 5221.014648
	Iteration 22Q: 3 clusters Score -4712752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4712757.500000 Penalty: 5221.014648
	Iteration 23Q: 3 clusters Score -4712758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4712763.500000 Penalty: 5221.014648
	Iteration 24Q: 3 clusters Score -4712764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4712761.000000 Penalty: 5221.014648
	Iteration 25Q: 3 clusters Score -4712761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4712766.000000 Penalty: 5221.014648
	Iteration 26Q: 3 clusters Score -4712766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4712764.500000 Penalty: 5221.014648
	Iteration 27Q: 3 clusters Score -4712764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4712764.500000 Penalty: 5221.014648
	Iteration 28F: 3 clusters Score -4712764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Entering Unmasked Estep 
Score: -5989482.000000 Penalty: 2691.342529
	Iteration 0F: 2 clusters Score -5989482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5954684.000000 Penalty: 5382.685059
	Iteration 0F: 3 clusters Score -5954684 nChanged 23950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5968077.500000 Penalty: 5382.685059
	Iteration 1F: 3 clusters Score -5968078 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5968792.000000 Penalty: 5382.685059
	Iteration 2Q: 3 clusters Score -5968792 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5969559.500000 Penalty: 5382.685059
	Iteration 3Q: 3 clusters Score -5969560 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5970434.000000 Penalty: 5382.685059
	Iteration 4Q: 3 clusters Score -5970434 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -5971489.000000 Penalty: 5382.685059
	Iteration 5Q: 3 clusters Score -5971489 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -5972705.000000 Penalty: 5382.685059
	Iteration 6Q: 3 clusters Score -5972705 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -5974313.500000 Penalty: 5382.685059
	Iteration 7F: 3 clusters Score -5974314 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5976269.500000 Penalty: 5382.685059
	Iteration 8F: 3 clusters Score -5976270 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5978403.000000 Penalty: 5382.685059
	Iteration 9F: 3 clusters Score -5978403 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5980341.500000 Penalty: 5382.685059
	Iteration 10F: 3 clusters Score -5980342 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5981847.000000 Penalty: 5382.685059
	Iteration 11Q: 3 clusters Score -5981847 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5982707.500000 Penalty: 5382.685059
	Iteration 12Q: 3 clusters Score -5982708 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5983313.000000 Penalty: 5382.685059
	Iteration 13Q: 3 clusters Score -5983313 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5983682.000000 Penalty: 5382.685059
	Iteration 14Q: 3 clusters Score -5983682 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5983963.000000 Penalty: 5382.685059
	Iteration 15Q: 3 clusters Score -5983963 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5984226.000000 Penalty: 5382.685059
	Iteration 16Q: 3 clusters Score -5984226 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -5984427.000000 Penalty: 5382.685059
	Iteration 17Q: 3 clusters Score -5984427 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5984580.000000 Penalty: 5382.685059
	Iteration 18Q: 3 clusters Score -5984580 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5984785.500000 Penalty: 5382.685059
	Iteration 19Q: 3 clusters Score -5984786 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5984968.000000 Penalty: 5382.685059
	Iteration 20F: 3 clusters Score -5984968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5985149.000000 Penalty: 5382.685059
	Iteration 21Q: 3 clusters Score -5985149 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5985304.000000 Penalty: 5382.685059
	Iteration 22Q: 3 clusters Score -5985304 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5985467.000000 Penalty: 5382.685059
	Iteration 23Q: 3 clusters Score -5985467 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5985589.000000 Penalty: 5382.685059
	Iteration 24Q: 3 clusters Score -5985589 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5985718.000000 Penalty: 5382.685059
	Iteration 25Q: 3 clusters Score -5985718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5985807.500000 Penalty: 5382.685059
	Iteration 26Q: 3 clusters Score -5985808 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -5985913.500000 Penalty: 5382.685059
	Iteration 27Q: 3 clusters Score -5985914 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -5986006.500000 Penalty: 5382.685059
	Iteration 28Q: 3 clusters Score -5986006 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5986135.000000 Penalty: 5382.685059
	Iteration 29Q: 3 clusters Score -5986135 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5986227.000000 Penalty: 5382.685059
	Iteration 30Q: 3 clusters Score -5986227 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -5986328.500000 Penalty: 5382.685059
	Iteration 31Q: 3 clusters Score -5986328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -5986419.000000 Penalty: 5382.685059
	Iteration 32Q: 3 clusters Score -5986419 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5986498.000000 Penalty: 5382.685059
	Iteration 33Q: 3 clusters Score -5986498 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5986554.000000 Penalty: 5382.685059
	Iteration 34Q: 3 clusters Score -5986554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5986602.500000 Penalty: 5382.685059
	Iteration 35Q: 3 clusters Score -5986602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -5986658.000000 Penalty: 5382.685059
	Iteration 36Q: 3 clusters Score -5986658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5986703.000000 Penalty: 5382.685059
	Iteration 37Q: 3 clusters Score -5986703 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -5986737.000000 Penalty: 5382.685059
	Iteration 38Q: 3 clusters Score -5986737 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -5986784.000000 Penalty: 5382.685059
	Iteration 39Q: 3 clusters Score -5986784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -5986822.000000 Penalty: 5382.685059
	Iteration 40F: 3 clusters Score -5986822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5986890.500000 Penalty: 5382.685059
	Iteration 41Q: 3 clusters Score -5986890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -5986939.500000 Penalty: 5382.685059
	Iteration 42Q: 3 clusters Score -5986940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -5986965.500000 Penalty: 5382.685059
	Iteration 43Q: 3 clusters Score -5986966 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -5986987.500000 Penalty: 5382.685059
	Iteration 44Q: 3 clusters Score -5986988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5987028.500000 Penalty: 5382.685059
	Iteration 45Q: 3 clusters Score -5987028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5987042.500000 Penalty: 5382.685059
	Iteration 46Q: 3 clusters Score -5987042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -5987053.500000 Penalty: 5382.685059
	Iteration 47Q: 3 clusters Score -5987054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5987074.000000 Penalty: 5382.685059
	Iteration 48Q: 3 clusters Score -5987074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -5987080.000000 Penalty: 5382.685059
	Iteration 49Q: 3 clusters Score -5987080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5987100.000000 Penalty: 5382.685059
	Iteration 50Q: 3 clusters Score -5987100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -5987121.500000 Penalty: 5382.685059
	Iteration 51Q: 3 clusters Score -5987122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -5987128.500000 Penalty: 5382.685059
	Iteration 52Q: 3 clusters Score -5987128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5987137.500000 Penalty: 5382.685059
	Iteration 53Q: 3 clusters Score -5987138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -5987175.000000 Penalty: 5382.685059
	Iteration 54Q: 3 clusters Score -5987175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -5987193.000000 Penalty: 5382.685059
	Iteration 55Q: 3 clusters Score -5987193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5987217.000000 Penalty: 5382.685059
	Iteration 56Q: 3 clusters Score -5987217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -5987218.000000 Penalty: 5382.685059
	Iteration 57Q: 3 clusters Score -5987218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -5987224.500000 Penalty: 5382.685059
	Iteration 58Q: 3 clusters Score -5987224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -5987223.000000 Penalty: 5382.685059
	Iteration 59Q: 3 clusters Score -5987223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -5987241.000000 Penalty: 5382.685059
	Iteration 60F: 3 clusters Score -5987241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -5987235.500000 Penalty: 5382.685059
	Iteration 61Q: 3 clusters Score -5987236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5987231.000000 Penalty: 5382.685059
	Iteration 62Q: 3 clusters Score -5987231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5987235.500000 Penalty: 5382.685059
	Iteration 63Q: 3 clusters Score -5987236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -5987226.000000 Penalty: 5382.685059
	Iteration 64Q: 3 clusters Score -5987226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -5987227.000000 Penalty: 5382.685059
	Iteration 65Q: 3 clusters Score -5987227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -5987238.500000 Penalty: 5382.685059
	Iteration 66Q: 3 clusters Score -5987238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -5987238.000000 Penalty: 5382.685059
	Iteration 67Q: 3 clusters Score -5987238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5987241.000000 Penalty: 5382.685059
	Iteration 68Q: 3 clusters Score -5987241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -5987248.500000 Penalty: 5382.685059
	Iteration 69Q: 3 clusters Score -5987248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -5987249.000000 Penalty: 5382.685059
	Iteration 70Q: 3 clusters Score -5987249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5987250.000000 Penalty: 5382.685059
	Iteration 71Q: 3 clusters Score -5987250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -5987257.500000 Penalty: 5382.685059
	Iteration 72Q: 3 clusters Score -5987258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -5987264.000000 Penalty: 5382.685059
	Iteration 73Q: 3 clusters Score -5987264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -5987254.500000 Penalty: 5382.685059
	Iteration 74Q: 3 clusters Score -5987254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -5987273.500000 Penalty: 5382.685059
	Iteration 75Q: 3 clusters Score -5987274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -5987279.000000 Penalty: 5382.685059
	Iteration 76Q: 3 clusters Score -5987279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -5987290.500000 Penalty: 5382.685059
	Iteration 77Q: 3 clusters Score -5987290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5987293.000000 Penalty: 5382.685059
	Iteration 78Q: 3 clusters Score -5987293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5987297.000000 Penalty: 5382.685059
	Iteration 79Q: 3 clusters Score -5987297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -5987308.000000 Penalty: 5382.685059
	Iteration 80F: 3 clusters Score -5987308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -5987305.000000 Penalty: 5382.685059
	Iteration 81Q: 3 clusters Score -5987305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -5987305.000000 Penalty: 5382.685059
	Iteration 82Q: 3 clusters Score -5987305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -5987311.500000 Penalty: 5382.685059
	Iteration 83Q: 3 clusters Score -5987312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -5987312.000000 Penalty: 5382.685059
	Iteration 84Q: 3 clusters Score -5987312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -5987306.500000 Penalty: 5382.685059
	Iteration 85Q: 3 clusters Score -5987306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -5987306.500000 Penalty: 5382.685059
	Iteration 86Q: 3 clusters Score -5987306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -5987311.000000 Penalty: 5382.685059
	Iteration 87Q: 3 clusters Score -5987311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -5987311.500000 Penalty: 5382.685059
	Iteration 88Q: 3 clusters Score -5987312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -5987312.000000 Penalty: 5382.685059
	Iteration 89Q: 3 clusters Score -5987312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -5987307.000000 Penalty: 5382.685059
	Iteration 90Q: 3 clusters Score -5987307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -5987312.500000 Penalty: 5382.685059
	Iteration 91Q: 3 clusters Score -5987312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5987317.000000 Penalty: 5382.685059
	Iteration 92Q: 3 clusters Score -5987317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -5987326.000000 Penalty: 5382.685059
	Iteration 93Q: 3 clusters Score -5987326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -5987330.000000 Penalty: 5382.685059
	Iteration 94Q: 3 clusters Score -5987330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -5987318.000000 Penalty: 5382.685059
	Iteration 95Q: 3 clusters Score -5987318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -5987314.500000 Penalty: 5382.685059
	Iteration 96Q: 3 clusters Score -5987314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -5987314.000000 Penalty: 5382.685059
	Iteration 97Q: 3 clusters Score -5987314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -5987315.500000 Penalty: 5382.685059
	Iteration 98Q: 3 clusters Score -5987316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5987318.000000 Penalty: 5382.685059
	Iteration 99Q: 3 clusters Score -5987318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -5987320.500000 Penalty: 5382.685059
	Iteration 100F: 3 clusters Score -5987320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -5987323.500000 Penalty: 5382.685059
	Iteration 101Q: 3 clusters Score -5987324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -5987323.000000 Penalty: 5382.685059
	Iteration 102Q: 3 clusters Score -5987323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -5987320.000000 Penalty: 5382.685059
	Iteration 103Q: 3 clusters Score -5987320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -5987318.500000 Penalty: 5382.685059
	Iteration 104Q: 3 clusters Score -5987318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -5987322.000000 Penalty: 5382.685059
	Iteration 105Q: 3 clusters Score -5987322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -5987333.500000 Penalty: 5382.685059
	Iteration 106Q: 3 clusters Score -5987334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -5987335.000000 Penalty: 5382.685059
	Iteration 107Q: 3 clusters Score -5987335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -5987332.000000 Penalty: 5382.685059
	Iteration 108Q: 3 clusters Score -5987332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -5987336.500000 Penalty: 5382.685059
	Iteration 109Q: 3 clusters Score -5987336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -5987333.500000 Penalty: 5382.685059
	Iteration 110Q: 3 clusters Score -5987334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -5987335.500000 Penalty: 5382.685059
	Iteration 111Q: 3 clusters Score -5987336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -5987335.500000 Penalty: 5382.685059
	Iteration 112Q: 3 clusters Score -5987336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -5987331.000000 Penalty: 5382.685059
	Iteration 113Q: 3 clusters Score -5987331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -5987335.000000 Penalty: 5382.685059
	Iteration 114Q: 3 clusters Score -5987335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -5987331.000000 Penalty: 5382.685059
	Iteration 115Q: 3 clusters Score -5987331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -5987329.500000 Penalty: 5382.685059
	Iteration 116Q: 3 clusters Score -5987330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5987337.500000 Penalty: 5382.685059
	Iteration 117Q: 3 clusters Score -5987338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -5987339.500000 Penalty: 5382.685059
	Iteration 118Q: 3 clusters Score -5987340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -5987340.000000 Penalty: 5382.685059
	Iteration 119Q: 3 clusters Score -5987340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -5987341.000000 Penalty: 5382.685059
	Iteration 120F: 3 clusters Score -5987341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -5987342.000000 Penalty: 5382.685059
	Iteration 121Q: 3 clusters Score -5987342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -5987338.000000 Penalty: 5382.685059
	Iteration 122Q: 3 clusters Score -5987338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -5987336.500000 Penalty: 5382.685059
	Iteration 123Q: 3 clusters Score -5987336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -5987335.500000 Penalty: 5382.685059
	Iteration 124Q: 3 clusters Score -5987336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -5987335.500000 Penalty: 5382.685059
	Iteration 125F: 3 clusters Score -5987336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -659069.500000 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -659069.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -654120.500000 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -654120.5 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -655413.812500 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -655413.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -655789.062500 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -655789.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -656168.375000 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -656168.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -656549.875000 Penalty: 4270.808594
	Iteration 4F: 3 clusters Score -656549.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -656987.250000 Penalty: 4270.808594
	Iteration 5F: 3 clusters Score -656987.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -657560.000000 Penalty: 4270.808594
	Iteration 6F: 3 clusters Score -657560 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -658323.125000 Penalty: 4270.808594
	Iteration 7F: 3 clusters Score -658323.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -658963.312500 Penalty: 4270.808594
	Iteration 8F: 3 clusters Score -658963.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -659281.437500 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -659281.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -659446.375000 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -659446.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -659531.812500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -659531.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -659561.750000 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -659561.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -659587.312500 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -659587.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -659627.125000 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -659627.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -659704.375000 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -659704.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -659799.437500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -659799.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -659855.125000 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -659855.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -659895.062500 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -659895.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -659930.687500 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -659930.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -659951.312500 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -659951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -659958.875000 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -659958.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -659962.687500 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -659962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -659967.062500 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -659967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -659970.812500 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -659970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -659971.687500 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -659971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -659971.687500 Penalty: 4270.808594
	Iteration 26F: 3 clusters Score -659971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 3433 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 17713 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2789 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 2056 members 
Entering Unmasked Estep 
Score: -134498720.000000 Penalty: 238245.875000
Splitting cluster 22 changes total score from -134499088.000000 to -134498720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -656811.250000 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -656811.2 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 2662 members 
Entering Unmasked Estep 
Score: -652117.500000 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -652117.5 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -653240.000000 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -653240 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -653474.375000 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -653474.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -653643.375000 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -653643.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -653772.312500 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -653772.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -653896.312500 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -653896.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -654076.000000 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -654076 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -654285.500000 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -654285.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -654527.937500 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -654527.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -654769.750000 Penalty: 4256.786621
	Iteration 9F: 3 clusters Score -654769.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -654939.875000 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -654939.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -655064.250000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -655064.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -655141.187500 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -655141.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -655193.125000 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -655193.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -655225.000000 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -655225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -655242.875000 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -655242.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -655262.125000 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -655262.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -655275.625000 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -655275.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -655283.500000 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -655283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -655288.250000 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -655288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -655292.187500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -655292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -655292.250000 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -655292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -655294.312500 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -655294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -655293.875000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -655293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -655294.875000 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -655294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -655296.562500 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -655296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -655296.687500 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -655296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -655297.875000 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -655297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -655296.875000 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -655296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -655298.187500 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -655298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -655299.437500 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -655299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -655299.000000 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -655299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -655300.062500 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -655300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -655300.875000 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -655300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -655300.875000 Penalty: 4256.786621
	Iteration 34F: 3 clusters Score -655300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -46553.503906 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -46553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45283.550781 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -45283.55 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45858.007812 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -45858.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46288.988281 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -46288.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46563.945312 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -46563.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46771.042969 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -46771.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46966.933594 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -46966.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47040.019531 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -47040.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47066.441406 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -47066.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47077.058594 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -47077.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47088.886719 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -47088.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47093.253906 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -47093.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47095.156250 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -47095.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47096.871094 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -47096.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47096.871094 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -47096.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 17713 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2789 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 334 members 
Entering Unmasked Estep 
Score: -134497888.000000 Penalty: 238245.875000
Splitting cluster 24 changes total score from -134499088.000000 to -134497888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -688434.062500 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -688434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -683468.312500 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -683468.3 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -684712.625000 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -684712.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -684985.187500 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -684985.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -685228.562500 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -685228.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -685434.562500 Penalty: 4289.604492
	Iteration 4F: 3 clusters Score -685434.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -685621.312500 Penalty: 4289.604492
	Iteration 5F: 3 clusters Score -685621.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -685801.750000 Penalty: 4289.604492
	Iteration 6Q: 3 clusters Score -685801.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -685989.750000 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -685989.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -686169.125000 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -686169.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -686291.250000 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -686291.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -686370.812500 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -686370.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -686428.187500 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -686428.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -686462.750000 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -686462.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -686486.062500 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -686486.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -686502.750000 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -686502.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -686517.312500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -686517.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -686529.625000 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -686529.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -686545.562500 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -686545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -686557.875000 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -686557.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -686568.625000 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -686568.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -686574.312500 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -686574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -686574.375000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -686574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -686575.750000 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -686575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -686576.812500 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -686576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -686580.375000 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -686580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -686583.562500 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -686583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -686585.062500 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -686585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -686584.562500 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -686584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -686586.187500 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -686586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -686586.312500 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -686586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -686586.312500 Penalty: 4289.604492
	Iteration 30F: 3 clusters Score -686586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -41474.410156 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -41474.41 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 150 members 
Entering Unmasked Estep 
Score: -40525.527344 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -40525.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40905.214844 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -40905.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41139.859375 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -41139.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41312.339844 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -41312.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41416.406250 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -41416.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41467.121094 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -41467.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41471.359375 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -41471.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41471.359375 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -41471.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -228447.593750 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -228447.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -226320.312500 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -226320.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -228065.203125 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -228065.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229139.656250 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -229139.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229931.390625 Penalty: 3623.373291
	Iteration 3F: 3 clusters Score -229931.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230104.687500 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -230104.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230152.000000 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -230152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -230172.828125 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -230172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -230204.734375 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -230204.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -230214.843750 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -230214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -230220.640625 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -230220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230220.953125 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -230221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -230222.328125 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -230222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230222.718750 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -230222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230222.718750 Penalty: 3623.373291
	Iteration 13F: 3 clusters Score -230222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 17713 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2789 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 905 members 
Entering Unmasked Estep 
Score: -134499568.000000 Penalty: 238245.875000
Splitting cluster 27 changes total score from -134499088.000000 to -134499568.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 28 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -645614.375000 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -645614.4 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 2624 members 
Entering Unmasked Estep 
Score: -640901.187500 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -640901.2 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -642250.812500 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -642250.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -642758.687500 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -642758.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -643165.687500 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -643165.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -643510.625000 Penalty: 4260.214355
	Iteration 4F: 3 clusters Score -643510.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -643790.250000 Penalty: 4260.214355
	Iteration 5F: 3 clusters Score -643790.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -644082.437500 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -644082.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -644414.250000 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -644414.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -644829.375000 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -644829.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -645439.812500 Penalty: 4260.214355
	Iteration 9F: 3 clusters Score -645439.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -646115.625000 Penalty: 4260.214355
	Iteration 10F: 3 clusters Score -646115.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -646791.937500 Penalty: 4260.214355
	Iteration 11F: 3 clusters Score -646791.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -647407.125000 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -647407.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -647638.125000 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -647638.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -647678.437500 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -647678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -647685.812500 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -647685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -647691.500000 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -647691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -647695.937500 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -647695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647695.125000 Penalty: 4260.214355
	Iteration 18Q: 3 clusters Score -647695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647695.125000 Penalty: 4260.214355
	Iteration 19F: 3 clusters Score -647695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 17713 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2789 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 905 members 
Mstep: Class 70 contains 3131 members 
Entering Unmasked Estep 
Score: -134500304.000000 Penalty: 241698.718750
Splitting cluster 28 changes total score from -134499088.000000 to -134500304.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 29 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -765982.750000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -765982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -760636.687500 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -760636.7 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -762057.187500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -762057.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -762362.812500 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -762362.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -762600.687500 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -762600.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -762808.750000 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -762808.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -762974.625000 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -762974.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -763112.437500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -763112.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -763249.500000 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -763249.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -763380.187500 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -763380.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -763492.437500 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -763492.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -763603.125000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -763603.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -763704.875000 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -763704.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -763780.375000 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -763780.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -763854.062500 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -763854.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -763935.937500 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -763935.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -764049.937500 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -764049.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -764152.687500 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -764152.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -764259.375000 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -764259.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -764329.250000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -764329.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -764394.437500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -764394.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -764454.375000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -764454.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -764499.750000 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -764499.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -764539.812500 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -764539.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -764584.750000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -764584.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -764620.812500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -764620.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -764651.250000 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -764651.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -764676.125000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -764676.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -764702.000000 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -764702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -764725.687500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -764725.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -764748.312500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -764748.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -764770.812500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -764770.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -764791.562500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -764791.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -764806.312500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -764806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -764824.937500 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -764824.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -764841.625000 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -764841.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -764857.875000 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -764857.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -764869.125000 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -764869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -764879.125000 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -764879.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -764893.812500 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -764893.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -764911.312500 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -764911.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -764923.312500 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -764923.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -764934.062500 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -764934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -764939.250000 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -764939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -764939.875000 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -764939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -764941.375000 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -764941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -764940.937500 Penalty: 4338.055664
	Iteration 45Q: 3 clusters Score -764940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -764942.312500 Penalty: 4338.055664
	Iteration 46Q: 3 clusters Score -764942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -764942.750000 Penalty: 4338.055664
	Iteration 47Q: 3 clusters Score -764942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -764942.187500 Penalty: 4338.055664
	Iteration 48Q: 3 clusters Score -764942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -764944.250000 Penalty: 4338.055664
	Iteration 49Q: 3 clusters Score -764944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -764944.250000 Penalty: 4338.055664
	Iteration 50F: 3 clusters Score -764944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1248354.000000 Penalty: 2288.734863
	Iteration 0F: 2 clusters Score -1248354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1240509.875000 Penalty: 4577.469727
	Iteration 0F: 3 clusters Score -1240510 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1242850.125000 Penalty: 4577.469727
	Iteration 1F: 3 clusters Score -1242850 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1243208.500000 Penalty: 4577.469727
	Iteration 2F: 3 clusters Score -1243208 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1243520.000000 Penalty: 4577.469727
	Iteration 3F: 3 clusters Score -1243520 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1243875.750000 Penalty: 4577.469727
	Iteration 4F: 3 clusters Score -1243876 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1244260.750000 Penalty: 4577.469727
	Iteration 5F: 3 clusters Score -1244261 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1244648.875000 Penalty: 4577.469727
	Iteration 6F: 3 clusters Score -1244649 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1245009.125000 Penalty: 4577.469727
	Iteration 7F: 3 clusters Score -1245009 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1245352.125000 Penalty: 4577.469727
	Iteration 8Q: 3 clusters Score -1245352 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1245668.375000 Penalty: 4577.469727
	Iteration 9Q: 3 clusters Score -1245668 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1245916.125000 Penalty: 4577.469727
	Iteration 10Q: 3 clusters Score -1245916 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1246167.875000 Penalty: 4577.469727
	Iteration 11Q: 3 clusters Score -1246168 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1246415.250000 Penalty: 4577.469727
	Iteration 12Q: 3 clusters Score -1246415 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1246632.125000 Penalty: 4577.469727
	Iteration 13Q: 3 clusters Score -1246632 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1246800.250000 Penalty: 4577.469727
	Iteration 14Q: 3 clusters Score -1246800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1246935.625000 Penalty: 4577.469727
	Iteration 15Q: 3 clusters Score -1246936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1247037.000000 Penalty: 4577.469727
	Iteration 16Q: 3 clusters Score -1247037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1247114.250000 Penalty: 4577.469727
	Iteration 17Q: 3 clusters Score -1247114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1247168.125000 Penalty: 4577.469727
	Iteration 18Q: 3 clusters Score -1247168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1247200.375000 Penalty: 4577.469727
	Iteration 19Q: 3 clusters Score -1247200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1247217.875000 Penalty: 4577.469727
	Iteration 20F: 3 clusters Score -1247218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1247228.500000 Penalty: 4577.469727
	Iteration 21Q: 3 clusters Score -1247228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1247229.375000 Penalty: 4577.469727
	Iteration 22Q: 3 clusters Score -1247229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1247231.000000 Penalty: 4577.469727
	Iteration 23Q: 3 clusters Score -1247231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1247233.000000 Penalty: 4577.469727
	Iteration 24Q: 3 clusters Score -1247233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1247230.875000 Penalty: 4577.469727
	Iteration 25Q: 3 clusters Score -1247231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1247232.000000 Penalty: 4577.469727
	Iteration 26Q: 3 clusters Score -1247232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1247232.000000 Penalty: 4577.469727
	Iteration 27F: 3 clusters Score -1247232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Entering Unmasked Estep 
Score: -3612428.250000 Penalty: 2548.913086
	Iteration 0F: 2 clusters Score -3612428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3592373.250000 Penalty: 5097.826172
	Iteration 0F: 3 clusters Score -3592373 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3599683.250000 Penalty: 5097.826172
	Iteration 1F: 3 clusters Score -3599683 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3600251.000000 Penalty: 5097.826172
	Iteration 2F: 3 clusters Score -3600251 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3600798.000000 Penalty: 5097.826172
	Iteration 3Q: 3 clusters Score -3600798 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3601340.500000 Penalty: 5097.826172
	Iteration 4Q: 3 clusters Score -3601340 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3602030.250000 Penalty: 5097.826172
	Iteration 5Q: 3 clusters Score -3602030 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3602883.000000 Penalty: 5097.826172
	Iteration 6F: 3 clusters Score -3602883 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3603875.250000 Penalty: 5097.826172
	Iteration 7F: 3 clusters Score -3603875 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3604974.000000 Penalty: 5097.826172
	Iteration 8F: 3 clusters Score -3604974 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3606067.250000 Penalty: 5097.826172
	Iteration 9F: 3 clusters Score -3606067 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3607033.500000 Penalty: 5097.826172
	Iteration 10Q: 3 clusters Score -3607034 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3607904.750000 Penalty: 5097.826172
	Iteration 11Q: 3 clusters Score -3607905 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3608555.750000 Penalty: 5097.826172
	Iteration 12Q: 3 clusters Score -3608556 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3609100.500000 Penalty: 5097.826172
	Iteration 13Q: 3 clusters Score -3609100 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3609492.750000 Penalty: 5097.826172
	Iteration 14Q: 3 clusters Score -3609493 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3609871.250000 Penalty: 5097.826172
	Iteration 15Q: 3 clusters Score -3609871 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3610155.750000 Penalty: 5097.826172
	Iteration 16Q: 3 clusters Score -3610156 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3610327.500000 Penalty: 5097.826172
	Iteration 17Q: 3 clusters Score -3610328 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3610453.250000 Penalty: 5097.826172
	Iteration 18Q: 3 clusters Score -3610453 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3610542.500000 Penalty: 5097.826172
	Iteration 19Q: 3 clusters Score -3610542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3610600.250000 Penalty: 5097.826172
	Iteration 20F: 3 clusters Score -3610600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3610638.000000 Penalty: 5097.826172
	Iteration 21Q: 3 clusters Score -3610638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3610655.000000 Penalty: 5097.826172
	Iteration 22Q: 3 clusters Score -3610655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3610669.500000 Penalty: 5097.826172
	Iteration 23Q: 3 clusters Score -3610670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3610670.500000 Penalty: 5097.826172
	Iteration 24Q: 3 clusters Score -3610670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3610689.250000 Penalty: 5097.826172
	Iteration 25Q: 3 clusters Score -3610689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3610697.250000 Penalty: 5097.826172
	Iteration 26Q: 3 clusters Score -3610697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3610703.750000 Penalty: 5097.826172
	Iteration 27Q: 3 clusters Score -3610704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3610721.000000 Penalty: 5097.826172
	Iteration 28Q: 3 clusters Score -3610721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3610730.000000 Penalty: 5097.826172
	Iteration 29Q: 3 clusters Score -3610730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3610729.000000 Penalty: 5097.826172
	Iteration 30Q: 3 clusters Score -3610729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3610731.500000 Penalty: 5097.826172
	Iteration 31Q: 3 clusters Score -3610732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3610742.000000 Penalty: 5097.826172
	Iteration 32Q: 3 clusters Score -3610742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3610748.500000 Penalty: 5097.826172
	Iteration 33Q: 3 clusters Score -3610748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3610757.250000 Penalty: 5097.826172
	Iteration 34Q: 3 clusters Score -3610757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3610760.250000 Penalty: 5097.826172
	Iteration 35Q: 3 clusters Score -3610760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3610757.500000 Penalty: 5097.826172
	Iteration 36Q: 3 clusters Score -3610758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3610760.500000 Penalty: 5097.826172
	Iteration 37Q: 3 clusters Score -3610760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3610760.000000 Penalty: 5097.826172
	Iteration 38Q: 3 clusters Score -3610760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3610763.750000 Penalty: 5097.826172
	Iteration 39Q: 3 clusters Score -3610764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3610769.000000 Penalty: 5097.826172
	Iteration 40F: 3 clusters Score -3610769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3610772.750000 Penalty: 5097.826172
	Iteration 41Q: 3 clusters Score -3610773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3610773.500000 Penalty: 5097.826172
	Iteration 42Q: 3 clusters Score -3610774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3610773.750000 Penalty: 5097.826172
	Iteration 43Q: 3 clusters Score -3610774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3610774.250000 Penalty: 5097.826172
	Iteration 44Q: 3 clusters Score -3610774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3610774.250000 Penalty: 5097.826172
	Iteration 45Q: 3 clusters Score -3610774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3610774.000000 Penalty: 5097.826172
	Iteration 46Q: 3 clusters Score -3610774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3610774.250000 Penalty: 5097.826172
	Iteration 47Q: 3 clusters Score -3610774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3610778.250000 Penalty: 5097.826172
	Iteration 48Q: 3 clusters Score -3610778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3610782.750000 Penalty: 5097.826172
	Iteration 49Q: 3 clusters Score -3610783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3610783.750000 Penalty: 5097.826172
	Iteration 50Q: 3 clusters Score -3610784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3610783.750000 Penalty: 5097.826172
	Iteration 51Q: 3 clusters Score -3610784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3610781.750000 Penalty: 5097.826172
	Iteration 52Q: 3 clusters Score -3610782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3610783.500000 Penalty: 5097.826172
	Iteration 53Q: 3 clusters Score -3610784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3610784.500000 Penalty: 5097.826172
	Iteration 54Q: 3 clusters Score -3610784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3610784.500000 Penalty: 5097.826172
	Iteration 55F: 3 clusters Score -3610784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -625988.312500 Penalty: 2151.708984
	Iteration 0F: 2 clusters Score -625988.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -621014.125000 Penalty: 4303.417969
	Iteration 0F: 3 clusters Score -621014.1 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -622468.875000 Penalty: 4303.417969
	Iteration 1F: 3 clusters Score -622468.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -622890.375000 Penalty: 4303.417969
	Iteration 2F: 3 clusters Score -622890.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -623208.437500 Penalty: 4303.417969
	Iteration 3F: 3 clusters Score -623208.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -623496.000000 Penalty: 4303.417969
	Iteration 4F: 3 clusters Score -623496 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -623722.250000 Penalty: 4303.417969
	Iteration 5Q: 3 clusters Score -623722.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -623896.750000 Penalty: 4303.417969
	Iteration 6Q: 3 clusters Score -623896.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -624032.125000 Penalty: 4303.417969
	Iteration 7Q: 3 clusters Score -624032.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -624153.562500 Penalty: 4303.417969
	Iteration 8Q: 3 clusters Score -624153.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -624250.625000 Penalty: 4303.417969
	Iteration 9Q: 3 clusters Score -624250.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -624307.437500 Penalty: 4303.417969
	Iteration 10Q: 3 clusters Score -624307.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -624351.937500 Penalty: 4303.417969
	Iteration 11Q: 3 clusters Score -624351.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -624383.250000 Penalty: 4303.417969
	Iteration 12Q: 3 clusters Score -624383.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -624412.750000 Penalty: 4303.417969
	Iteration 13Q: 3 clusters Score -624412.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -624443.187500 Penalty: 4303.417969
	Iteration 14Q: 3 clusters Score -624443.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -624471.187500 Penalty: 4303.417969
	Iteration 15Q: 3 clusters Score -624471.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -624495.812500 Penalty: 4303.417969
	Iteration 16Q: 3 clusters Score -624495.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -624513.812500 Penalty: 4303.417969
	Iteration 17Q: 3 clusters Score -624513.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -624527.625000 Penalty: 4303.417969
	Iteration 18Q: 3 clusters Score -624527.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -624537.687500 Penalty: 4303.417969
	Iteration 19Q: 3 clusters Score -624537.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -624548.187500 Penalty: 4303.417969
	Iteration 20F: 3 clusters Score -624548.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -624559.750000 Penalty: 4303.417969
	Iteration 21Q: 3 clusters Score -624559.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -624572.562500 Penalty: 4303.417969
	Iteration 22Q: 3 clusters Score -624572.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -624581.000000 Penalty: 4303.417969
	Iteration 23Q: 3 clusters Score -624581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -624586.875000 Penalty: 4303.417969
	Iteration 24Q: 3 clusters Score -624586.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -624595.375000 Penalty: 4303.417969
	Iteration 25Q: 3 clusters Score -624595.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -624601.375000 Penalty: 4303.417969
	Iteration 26Q: 3 clusters Score -624601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -624606.312500 Penalty: 4303.417969
	Iteration 27Q: 3 clusters Score -624606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -624610.812500 Penalty: 4303.417969
	Iteration 28Q: 3 clusters Score -624610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -624612.687500 Penalty: 4303.417969
	Iteration 29Q: 3 clusters Score -624612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -624614.125000 Penalty: 4303.417969
	Iteration 30Q: 3 clusters Score -624614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -624614.625000 Penalty: 4303.417969
	Iteration 31Q: 3 clusters Score -624614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -624615.375000 Penalty: 4303.417969
	Iteration 32Q: 3 clusters Score -624615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -624615.000000 Penalty: 4303.417969
	Iteration 33Q: 3 clusters Score -624615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -624616.375000 Penalty: 4303.417969
	Iteration 34Q: 3 clusters Score -624616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -624616.062500 Penalty: 4303.417969
	Iteration 35Q: 3 clusters Score -624616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -624618.000000 Penalty: 4303.417969
	Iteration 36Q: 3 clusters Score -624618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -624617.437500 Penalty: 4303.417969
	Iteration 37Q: 3 clusters Score -624617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -624618.625000 Penalty: 4303.417969
	Iteration 38Q: 3 clusters Score -624618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -624616.625000 Penalty: 4303.417969
	Iteration 39Q: 3 clusters Score -624616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -624617.937500 Penalty: 4303.417969
	Iteration 40F: 3 clusters Score -624617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -624618.375000 Penalty: 4303.417969
	Iteration 41Q: 3 clusters Score -624618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -624618.500000 Penalty: 4303.417969
	Iteration 42Q: 3 clusters Score -624618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -624617.875000 Penalty: 4303.417969
	Iteration 43Q: 3 clusters Score -624617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -624618.625000 Penalty: 4303.417969
	Iteration 44Q: 3 clusters Score -624618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -624619.000000 Penalty: 4303.417969
	Iteration 45Q: 3 clusters Score -624619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -624618.500000 Penalty: 4303.417969
	Iteration 46Q: 3 clusters Score -624618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -624621.000000 Penalty: 4303.417969
	Iteration 47Q: 3 clusters Score -624621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -624621.562500 Penalty: 4303.417969
	Iteration 48Q: 3 clusters Score -624621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -624621.562500 Penalty: 4303.417969
	Iteration 49Q: 3 clusters Score -624621.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -624621.562500 Penalty: 4303.417969
	Iteration 50F: 3 clusters Score -624621.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Entering Unmasked Estep 
Score: -2170060.750000 Penalty: 2425.949463
	Iteration 0F: 2 clusters Score -2170061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2157516.000000 Penalty: 4851.898926
	Iteration 0F: 3 clusters Score -2157516 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2161817.750000 Penalty: 4851.898926
	Iteration 1F: 3 clusters Score -2161818 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2162433.750000 Penalty: 4851.898926
	Iteration 2F: 3 clusters Score -2162434 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2163053.500000 Penalty: 4851.898926
	Iteration 3F: 3 clusters Score -2163054 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2163657.500000 Penalty: 4851.898926
	Iteration 4F: 3 clusters Score -2163658 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2164279.250000 Penalty: 4851.898926
	Iteration 5F: 3 clusters Score -2164279 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2164947.000000 Penalty: 4851.898926
	Iteration 6F: 3 clusters Score -2164947 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2165635.500000 Penalty: 4851.898926
	Iteration 7F: 3 clusters Score -2165636 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2166154.500000 Penalty: 4851.898926
	Iteration 8Q: 3 clusters Score -2166154 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2166537.250000 Penalty: 4851.898926
	Iteration 9Q: 3 clusters Score -2166537 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2166778.500000 Penalty: 4851.898926
	Iteration 10Q: 3 clusters Score -2166778 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2166926.250000 Penalty: 4851.898926
	Iteration 11Q: 3 clusters Score -2166926 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2167051.000000 Penalty: 4851.898926
	Iteration 12Q: 3 clusters Score -2167051 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2167148.750000 Penalty: 4851.898926
	Iteration 13Q: 3 clusters Score -2167149 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2167239.000000 Penalty: 4851.898926
	Iteration 14Q: 3 clusters Score -2167239 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2167337.750000 Penalty: 4851.898926
	Iteration 15Q: 3 clusters Score -2167338 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2167457.500000 Penalty: 4851.898926
	Iteration 16Q: 3 clusters Score -2167458 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2167592.250000 Penalty: 4851.898926
	Iteration 17Q: 3 clusters Score -2167592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2167731.000000 Penalty: 4851.898926
	Iteration 18Q: 3 clusters Score -2167731 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2167902.500000 Penalty: 4851.898926
	Iteration 19Q: 3 clusters Score -2167902 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2168136.000000 Penalty: 4851.898926
	Iteration 20F: 3 clusters Score -2168136 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2168441.000000 Penalty: 4851.898926
	Iteration 21Q: 3 clusters Score -2168441 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2168824.000000 Penalty: 4851.898926
	Iteration 22Q: 3 clusters Score -2168824 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2169263.250000 Penalty: 4851.898926
	Iteration 23Q: 3 clusters Score -2169263 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2169608.750000 Penalty: 4851.898926
	Iteration 24Q: 3 clusters Score -2169609 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2169858.000000 Penalty: 4851.898926
	Iteration 25Q: 3 clusters Score -2169858 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2170022.500000 Penalty: 4851.898926
	Iteration 26Q: 3 clusters Score -2170022 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2170143.000000 Penalty: 4851.898926
	Iteration 27Q: 3 clusters Score -2170143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2170208.250000 Penalty: 4851.898926
	Iteration 28Q: 3 clusters Score -2170208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2170260.000000 Penalty: 4851.898926
	Iteration 29Q: 3 clusters Score -2170260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2170269.750000 Penalty: 4851.898926
	Iteration 30Q: 3 clusters Score -2170270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2170303.000000 Penalty: 4851.898926
	Iteration 31Q: 3 clusters Score -2170303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2170307.500000 Penalty: 4851.898926
	Iteration 32Q: 3 clusters Score -2170308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2170322.500000 Penalty: 4851.898926
	Iteration 33Q: 3 clusters Score -2170322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2170333.250000 Penalty: 4851.898926
	Iteration 34Q: 3 clusters Score -2170333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2170337.750000 Penalty: 4851.898926
	Iteration 35Q: 3 clusters Score -2170338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2170342.500000 Penalty: 4851.898926
	Iteration 36Q: 3 clusters Score -2170342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2170339.500000 Penalty: 4851.898926
	Iteration 37Q: 3 clusters Score -2170340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2170338.000000 Penalty: 4851.898926
	Iteration 38Q: 3 clusters Score -2170338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2170339.000000 Penalty: 4851.898926
	Iteration 39Q: 3 clusters Score -2170339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2170338.000000 Penalty: 4851.898926
	Iteration 40F: 3 clusters Score -2170338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2170335.250000 Penalty: 4851.898926
	Iteration 41Q: 3 clusters Score -2170335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2170336.000000 Penalty: 4851.898926
	Iteration 42Q: 3 clusters Score -2170336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2170337.000000 Penalty: 4851.898926
	Iteration 43Q: 3 clusters Score -2170337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2170339.750000 Penalty: 4851.898926
	Iteration 44Q: 3 clusters Score -2170340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2170339.000000 Penalty: 4851.898926
	Iteration 45Q: 3 clusters Score -2170339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2170337.250000 Penalty: 4851.898926
	Iteration 46Q: 3 clusters Score -2170337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2170339.250000 Penalty: 4851.898926
	Iteration 47Q: 3 clusters Score -2170339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2170343.000000 Penalty: 4851.898926
	Iteration 48Q: 3 clusters Score -2170343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2170348.750000 Penalty: 4851.898926
	Iteration 49Q: 3 clusters Score -2170349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2170351.250000 Penalty: 4851.898926
	Iteration 50Q: 3 clusters Score -2170351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2170352.500000 Penalty: 4851.898926
	Iteration 51Q: 3 clusters Score -2170352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2170352.250000 Penalty: 4851.898926
	Iteration 52Q: 3 clusters Score -2170352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2170349.750000 Penalty: 4851.898926
	Iteration 53Q: 3 clusters Score -2170350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2170349.750000 Penalty: 4851.898926
	Iteration 54Q: 3 clusters Score -2170350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2170349.750000 Penalty: 4851.898926
	Iteration 55F: 3 clusters Score -2170350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 2789 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 905 members 
Mstep: Class 70 contains 3131 members 
Mstep: Class 71 contains 10476 members 
Entering Unmasked Estep 
Score: -134499488.000000 Penalty: 245151.562500
Splitting cluster 33 changes total score from -134499088.000000 to -134499488.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 34 (41874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Entering Unmasked Estep 
Score: -5257070.500000 Penalty: 2639.320312
	Iteration 0F: 2 clusters Score -5257070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5228791.500000 Penalty: 5278.640625
	Iteration 0F: 3 clusters Score -5228792 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5239136.000000 Penalty: 5278.640625
	Iteration 1F: 3 clusters Score -5239136 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5239539.000000 Penalty: 5278.640625
	Iteration 2Q: 3 clusters Score -5239539 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5239983.000000 Penalty: 5278.640625
	Iteration 3Q: 3 clusters Score -5239983 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -5240534.000000 Penalty: 5278.640625
	Iteration 4Q: 3 clusters Score -5240534 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5241337.000000 Penalty: 5278.640625
	Iteration 5Q: 3 clusters Score -5241337 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5242734.500000 Penalty: 5278.640625
	Iteration 6F: 3 clusters Score -5242734 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5244897.000000 Penalty: 5278.640625
	Iteration 7F: 3 clusters Score -5244897 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5247897.500000 Penalty: 5278.640625
	Iteration 8F: 3 clusters Score -5247898 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5250968.000000 Penalty: 5278.640625
	Iteration 9F: 3 clusters Score -5250968 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5253070.000000 Penalty: 5278.640625
	Iteration 10F: 3 clusters Score -5253070 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5254041.000000 Penalty: 5278.640625
	Iteration 11Q: 3 clusters Score -5254041 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5254426.500000 Penalty: 5278.640625
	Iteration 12Q: 3 clusters Score -5254426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5254585.500000 Penalty: 5278.640625
	Iteration 13Q: 3 clusters Score -5254586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5254664.500000 Penalty: 5278.640625
	Iteration 14Q: 3 clusters Score -5254664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5254709.500000 Penalty: 5278.640625
	Iteration 15Q: 3 clusters Score -5254710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5254731.500000 Penalty: 5278.640625
	Iteration 16Q: 3 clusters Score -5254732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5254742.000000 Penalty: 5278.640625
	Iteration 17Q: 3 clusters Score -5254742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5254749.500000 Penalty: 5278.640625
	Iteration 18Q: 3 clusters Score -5254750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5254761.500000 Penalty: 5278.640625
	Iteration 19Q: 3 clusters Score -5254762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5254771.000000 Penalty: 5278.640625
	Iteration 20F: 3 clusters Score -5254771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5254766.000000 Penalty: 5278.640625
	Iteration 21Q: 3 clusters Score -5254766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5254765.500000 Penalty: 5278.640625
	Iteration 22Q: 3 clusters Score -5254766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5254766.000000 Penalty: 5278.640625
	Iteration 23Q: 3 clusters Score -5254766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5254765.500000 Penalty: 5278.640625
	Iteration 24Q: 3 clusters Score -5254766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5254765.500000 Penalty: 5278.640625
	Iteration 25F: 3 clusters Score -5254766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -119513.429688 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -119513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117591.585938 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -117591.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117858.906250 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -117858.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117918.718750 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -117918.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117960.546875 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -117960.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117984.750000 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -117984.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118014.523438 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -118014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118036.320312 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -118036.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118052.500000 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -118052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118065.257812 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -118065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118074.375000 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -118074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118081.781250 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -118081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118091.437500 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -118091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118103.968750 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -118104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118123.875000 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -118123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118141.648438 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -118141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118159.992188 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -118160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118172.070312 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -118172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118179.281250 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -118179.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -118186.218750 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -118186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118189.664062 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -118189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118196.835938 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -118196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118204.468750 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -118204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118209.492188 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -118209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118215.296875 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -118215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118223.882812 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -118223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118231.773438 Penalty: 3420.760254
	Iteration 25Q: 3 clusters Score -118231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118238.179688 Penalty: 3420.760254
	Iteration 26Q: 3 clusters Score -118238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118244.375000 Penalty: 3420.760254
	Iteration 27Q: 3 clusters Score -118244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118246.406250 Penalty: 3420.760254
	Iteration 28Q: 3 clusters Score -118246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118246.851562 Penalty: 3420.760254
	Iteration 29Q: 3 clusters Score -118246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118246.851562 Penalty: 3420.760254
	Iteration 30F: 3 clusters Score -118246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Entering Unmasked Estep 
Score: -1763285.125000 Penalty: 2371.267090
	Iteration 0F: 2 clusters Score -1763285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1752877.125000 Penalty: 4742.534180
	Iteration 0F: 3 clusters Score -1752877 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1756273.750000 Penalty: 4742.534180
	Iteration 1F: 3 clusters Score -1756274 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1756887.625000 Penalty: 4742.534180
	Iteration 2F: 3 clusters Score -1756888 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1757582.875000 Penalty: 4742.534180
	Iteration 3F: 3 clusters Score -1757583 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1758329.000000 Penalty: 4742.534180
	Iteration 4F: 3 clusters Score -1758329 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1759038.750000 Penalty: 4742.534180
	Iteration 5F: 3 clusters Score -1759039 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1759619.375000 Penalty: 4742.534180
	Iteration 6F: 3 clusters Score -1759619 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1760012.250000 Penalty: 4742.534180
	Iteration 7Q: 3 clusters Score -1760012 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1760242.125000 Penalty: 4742.534180
	Iteration 8Q: 3 clusters Score -1760242 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1760379.250000 Penalty: 4742.534180
	Iteration 9Q: 3 clusters Score -1760379 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1760453.375000 Penalty: 4742.534180
	Iteration 10Q: 3 clusters Score -1760453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1760489.250000 Penalty: 4742.534180
	Iteration 11Q: 3 clusters Score -1760489 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1760524.375000 Penalty: 4742.534180
	Iteration 12Q: 3 clusters Score -1760524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1760552.375000 Penalty: 4742.534180
	Iteration 13Q: 3 clusters Score -1760552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1760568.750000 Penalty: 4742.534180
	Iteration 14Q: 3 clusters Score -1760569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1760577.625000 Penalty: 4742.534180
	Iteration 15Q: 3 clusters Score -1760578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1760588.000000 Penalty: 4742.534180
	Iteration 16Q: 3 clusters Score -1760588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1760597.500000 Penalty: 4742.534180
	Iteration 17Q: 3 clusters Score -1760598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1760609.625000 Penalty: 4742.534180
	Iteration 18Q: 3 clusters Score -1760610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1760612.625000 Penalty: 4742.534180
	Iteration 19Q: 3 clusters Score -1760613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1760619.875000 Penalty: 4742.534180
	Iteration 20F: 3 clusters Score -1760620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1760622.625000 Penalty: 4742.534180
	Iteration 21Q: 3 clusters Score -1760623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1760619.500000 Penalty: 4742.534180
	Iteration 22Q: 3 clusters Score -1760620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1760628.250000 Penalty: 4742.534180
	Iteration 23Q: 3 clusters Score -1760628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1760637.625000 Penalty: 4742.534180
	Iteration 24Q: 3 clusters Score -1760638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1760644.500000 Penalty: 4742.534180
	Iteration 25Q: 3 clusters Score -1760644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1760647.625000 Penalty: 4742.534180
	Iteration 26Q: 3 clusters Score -1760648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1760652.000000 Penalty: 4742.534180
	Iteration 27Q: 3 clusters Score -1760652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1760651.875000 Penalty: 4742.534180
	Iteration 28Q: 3 clusters Score -1760652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1760658.125000 Penalty: 4742.534180
	Iteration 29Q: 3 clusters Score -1760658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1760656.000000 Penalty: 4742.534180
	Iteration 30Q: 3 clusters Score -1760656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1760660.250000 Penalty: 4742.534180
	Iteration 31Q: 3 clusters Score -1760660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1760658.125000 Penalty: 4742.534180
	Iteration 32Q: 3 clusters Score -1760658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1760663.750000 Penalty: 4742.534180
	Iteration 33Q: 3 clusters Score -1760664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1760665.125000 Penalty: 4742.534180
	Iteration 34Q: 3 clusters Score -1760665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1760666.375000 Penalty: 4742.534180
	Iteration 35Q: 3 clusters Score -1760666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1760665.750000 Penalty: 4742.534180
	Iteration 36Q: 3 clusters Score -1760666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1760670.125000 Penalty: 4742.534180
	Iteration 37Q: 3 clusters Score -1760670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1760672.250000 Penalty: 4742.534180
	Iteration 38Q: 3 clusters Score -1760672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1760673.625000 Penalty: 4742.534180
	Iteration 39Q: 3 clusters Score -1760674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1760679.000000 Penalty: 4742.534180
	Iteration 40F: 3 clusters Score -1760679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1760676.750000 Penalty: 4742.534180
	Iteration 41Q: 3 clusters Score -1760677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1760681.250000 Penalty: 4742.534180
	Iteration 42Q: 3 clusters Score -1760681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1760676.000000 Penalty: 4742.534180
	Iteration 43Q: 3 clusters Score -1760676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1760678.875000 Penalty: 4742.534180
	Iteration 44Q: 3 clusters Score -1760679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1760676.625000 Penalty: 4742.534180
	Iteration 45Q: 3 clusters Score -1760677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1760679.000000 Penalty: 4742.534180
	Iteration 46Q: 3 clusters Score -1760679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1760684.375000 Penalty: 4742.534180
	Iteration 47Q: 3 clusters Score -1760684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1760683.750000 Penalty: 4742.534180
	Iteration 48Q: 3 clusters Score -1760684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1760686.375000 Penalty: 4742.534180
	Iteration 49Q: 3 clusters Score -1760686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1760687.750000 Penalty: 4742.534180
	Iteration 50Q: 3 clusters Score -1760688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1760685.250000 Penalty: 4742.534180
	Iteration 51Q: 3 clusters Score -1760685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1760687.375000 Penalty: 4742.534180
	Iteration 52Q: 3 clusters Score -1760687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1760688.125000 Penalty: 4742.534180
	Iteration 53Q: 3 clusters Score -1760688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1760688.125000 Penalty: 4742.534180
	Iteration 54Q: 3 clusters Score -1760688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1760686.875000 Penalty: 4742.534180
	Iteration 55Q: 3 clusters Score -1760687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1760691.125000 Penalty: 4742.534180
	Iteration 56Q: 3 clusters Score -1760691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1760692.375000 Penalty: 4742.534180
	Iteration 57Q: 3 clusters Score -1760692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1760693.875000 Penalty: 4742.534180
	Iteration 58Q: 3 clusters Score -1760694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1760690.625000 Penalty: 4742.534180
	Iteration 59Q: 3 clusters Score -1760691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1760689.625000 Penalty: 4742.534180
	Iteration 60F: 3 clusters Score -1760690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1760692.750000 Penalty: 4742.534180
	Iteration 61Q: 3 clusters Score -1760693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1760690.875000 Penalty: 4742.534180
	Iteration 62Q: 3 clusters Score -1760691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1760692.875000 Penalty: 4742.534180
	Iteration 63Q: 3 clusters Score -1760693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1760695.250000 Penalty: 4742.534180
	Iteration 64Q: 3 clusters Score -1760695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1760698.375000 Penalty: 4742.534180
	Iteration 65Q: 3 clusters Score -1760698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1760696.375000 Penalty: 4742.534180
	Iteration 66Q: 3 clusters Score -1760696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1760693.375000 Penalty: 4742.534180
	Iteration 67Q: 3 clusters Score -1760693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1760699.625000 Penalty: 4742.534180
	Iteration 68Q: 3 clusters Score -1760700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1760699.000000 Penalty: 4742.534180
	Iteration 69Q: 3 clusters Score -1760699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1760698.500000 Penalty: 4742.534180
	Iteration 70Q: 3 clusters Score -1760698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1760695.125000 Penalty: 4742.534180
	Iteration 71Q: 3 clusters Score -1760695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1760700.500000 Penalty: 4742.534180
	Iteration 72Q: 3 clusters Score -1760700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1760700.625000 Penalty: 4742.534180
	Iteration 73Q: 3 clusters Score -1760701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1760701.250000 Penalty: 4742.534180
	Iteration 74Q: 3 clusters Score -1760701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1760701.125000 Penalty: 4742.534180
	Iteration 75Q: 3 clusters Score -1760701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1760699.750000 Penalty: 4742.534180
	Iteration 76Q: 3 clusters Score -1760700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1760703.750000 Penalty: 4742.534180
	Iteration 77Q: 3 clusters Score -1760704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1760700.750000 Penalty: 4742.534180
	Iteration 78Q: 3 clusters Score -1760701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1760699.750000 Penalty: 4742.534180
	Iteration 79Q: 3 clusters Score -1760700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1760699.750000 Penalty: 4742.534180
	Iteration 80F: 3 clusters Score -1760700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1330631.500000 Penalty: 2327.949951
	Iteration 0F: 2 clusters Score -1330632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1321781.375000 Penalty: 4655.899902
	Iteration 0F: 3 clusters Score -1321781 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1324657.750000 Penalty: 4655.899902
	Iteration 1F: 3 clusters Score -1324658 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1325209.625000 Penalty: 4655.899902
	Iteration 2F: 3 clusters Score -1325210 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1325772.750000 Penalty: 4655.899902
	Iteration 3F: 3 clusters Score -1325773 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1326361.750000 Penalty: 4655.899902
	Iteration 4F: 3 clusters Score -1326362 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1326885.500000 Penalty: 4655.899902
	Iteration 5F: 3 clusters Score -1326886 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1327283.000000 Penalty: 4655.899902
	Iteration 6F: 3 clusters Score -1327283 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1327598.000000 Penalty: 4655.899902
	Iteration 7Q: 3 clusters Score -1327598 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1327839.500000 Penalty: 4655.899902
	Iteration 8Q: 3 clusters Score -1327840 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1327998.250000 Penalty: 4655.899902
	Iteration 9Q: 3 clusters Score -1327998 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1328120.250000 Penalty: 4655.899902
	Iteration 10Q: 3 clusters Score -1328120 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1328210.875000 Penalty: 4655.899902
	Iteration 11Q: 3 clusters Score -1328211 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1328290.125000 Penalty: 4655.899902
	Iteration 12Q: 3 clusters Score -1328290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1328357.000000 Penalty: 4655.899902
	Iteration 13Q: 3 clusters Score -1328357 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1328407.750000 Penalty: 4655.899902
	Iteration 14Q: 3 clusters Score -1328408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1328448.750000 Penalty: 4655.899902
	Iteration 15Q: 3 clusters Score -1328449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1328490.000000 Penalty: 4655.899902
	Iteration 16Q: 3 clusters Score -1328490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1328532.500000 Penalty: 4655.899902
	Iteration 17Q: 3 clusters Score -1328532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1328566.375000 Penalty: 4655.899902
	Iteration 18Q: 3 clusters Score -1328566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1328595.250000 Penalty: 4655.899902
	Iteration 19Q: 3 clusters Score -1328595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1328622.500000 Penalty: 4655.899902
	Iteration 20F: 3 clusters Score -1328622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1328641.750000 Penalty: 4655.899902
	Iteration 21Q: 3 clusters Score -1328642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1328663.500000 Penalty: 4655.899902
	Iteration 22Q: 3 clusters Score -1328664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1328678.375000 Penalty: 4655.899902
	Iteration 23Q: 3 clusters Score -1328678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1328689.750000 Penalty: 4655.899902
	Iteration 24Q: 3 clusters Score -1328690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1328705.375000 Penalty: 4655.899902
	Iteration 25Q: 3 clusters Score -1328705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1328714.875000 Penalty: 4655.899902
	Iteration 26Q: 3 clusters Score -1328715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1328718.875000 Penalty: 4655.899902
	Iteration 27Q: 3 clusters Score -1328719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1328727.750000 Penalty: 4655.899902
	Iteration 28Q: 3 clusters Score -1328728 nChanged 37
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: -1328731.625000 Penalty: 4655.899902
	Iteration 29Q: 3 clusters Score -1328732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1328741.250000 Penalty: 4655.899902
	Iteration 30Q: 3 clusters Score -1328741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1328743.625000 Penalty: 4655.899902
	Iteration 31Q: 3 clusters Score -1328744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1328749.750000 Penalty: 4655.899902
	Iteration 32Q: 3 clusters Score -1328750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1328755.375000 Penalty: 4655.899902
	Iteration 33Q: 3 clusters Score -1328755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1328760.125000 Penalty: 4655.899902
	Iteration 34Q: 3 clusters Score -1328760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1328768.000000 Penalty: 4655.899902
	Iteration 35Q: 3 clusters Score -1328768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1328769.250000 Penalty: 4655.899902
	Iteration 36Q: 3 clusters Score -1328769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1328768.875000 Penalty: 4655.899902
	Iteration 37Q: 3 clusters Score -1328769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1328779.750000 Penalty: 4655.899902
	Iteration 38Q: 3 clusters Score -1328780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1328784.750000 Penalty: 4655.899902
	Iteration 39Q: 3 clusters Score -1328785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1328798.875000 Penalty: 4655.899902
	Iteration 40F: 3 clusters Score -1328799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1328812.500000 Penalty: 4655.899902
	Iteration 41Q: 3 clusters Score -1328812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1328814.750000 Penalty: 4655.899902
	Iteration 42Q: 3 clusters Score -1328815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1328832.750000 Penalty: 4655.899902
	Iteration 43Q: 3 clusters Score -1328833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1328841.875000 Penalty: 4655.899902
	Iteration 44Q: 3 clusters Score -1328842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1328843.375000 Penalty: 4655.899902
	Iteration 45Q: 3 clusters Score -1328843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1328853.750000 Penalty: 4655.899902
	Iteration 46Q: 3 clusters Score -1328854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1328858.875000 Penalty: 4655.899902
	Iteration 47Q: 3 clusters Score -1328859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1328869.875000 Penalty: 4655.899902
	Iteration 48Q: 3 clusters Score -1328870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1328868.000000 Penalty: 4655.899902
	Iteration 49Q: 3 clusters Score -1328868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1328869.625000 Penalty: 4655.899902
	Iteration 50Q: 3 clusters Score -1328870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1328871.750000 Penalty: 4655.899902
	Iteration 51Q: 3 clusters Score -1328872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1328879.375000 Penalty: 4655.899902
	Iteration 52Q: 3 clusters Score -1328879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1328882.750000 Penalty: 4655.899902
	Iteration 53Q: 3 clusters Score -1328883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1328885.125000 Penalty: 4655.899902
	Iteration 54Q: 3 clusters Score -1328885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1328882.250000 Penalty: 4655.899902
	Iteration 55Q: 3 clusters Score -1328882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1328884.875000 Penalty: 4655.899902
	Iteration 56Q: 3 clusters Score -1328885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1328884.375000 Penalty: 4655.899902
	Iteration 57Q: 3 clusters Score -1328884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1328887.375000 Penalty: 4655.899902
	Iteration 58Q: 3 clusters Score -1328887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1328888.000000 Penalty: 4655.899902
	Iteration 59Q: 3 clusters Score -1328888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1328893.750000 Penalty: 4655.899902
	Iteration 60F: 3 clusters Score -1328894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1328894.250000 Penalty: 4655.899902
	Iteration 61Q: 3 clusters Score -1328894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1328895.125000 Penalty: 4655.899902
	Iteration 62Q: 3 clusters Score -1328895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1328895.625000 Penalty: 4655.899902
	Iteration 63Q: 3 clusters Score -1328896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1328898.500000 Penalty: 4655.899902
	Iteration 64Q: 3 clusters Score -1328898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1328900.875000 Penalty: 4655.899902
	Iteration 65Q: 3 clusters Score -1328901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1328904.250000 Penalty: 4655.899902
	Iteration 66Q: 3 clusters Score -1328904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1328906.750000 Penalty: 4655.899902
	Iteration 67Q: 3 clusters Score -1328907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1328906.125000 Penalty: 4655.899902
	Iteration 68Q: 3 clusters Score -1328906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1328909.500000 Penalty: 4655.899902
	Iteration 69Q: 3 clusters Score -1328910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1328910.125000 Penalty: 4655.899902
	Iteration 70Q: 3 clusters Score -1328910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1328910.375000 Penalty: 4655.899902
	Iteration 71Q: 3 clusters Score -1328910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1328911.625000 Penalty: 4655.899902
	Iteration 72Q: 3 clusters Score -1328912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1328915.125000 Penalty: 4655.899902
	Iteration 73Q: 3 clusters Score -1328915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1328916.625000 Penalty: 4655.899902
	Iteration 74Q: 3 clusters Score -1328917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1328920.125000 Penalty: 4655.899902
	Iteration 75Q: 3 clusters Score -1328920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1328922.125000 Penalty: 4655.899902
	Iteration 76Q: 3 clusters Score -1328922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1328924.500000 Penalty: 4655.899902
	Iteration 77Q: 3 clusters Score -1328924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1328928.750000 Penalty: 4655.899902
	Iteration 78Q: 3 clusters Score -1328929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1328933.000000 Penalty: 4655.899902
	Iteration 79Q: 3 clusters Score -1328933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1328937.750000 Penalty: 4655.899902
	Iteration 80F: 3 clusters Score -1328938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1328938.000000 Penalty: 4655.899902
	Iteration 81Q: 3 clusters Score -1328938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1328945.000000 Penalty: 4655.899902
	Iteration 82Q: 3 clusters Score -1328945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1328947.375000 Penalty: 4655.899902
	Iteration 83Q: 3 clusters Score -1328947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1328948.000000 Penalty: 4655.899902
	Iteration 84Q: 3 clusters Score -1328948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1328948.875000 Penalty: 4655.899902
	Iteration 85Q: 3 clusters Score -1328949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1328946.250000 Penalty: 4655.899902
	Iteration 86Q: 3 clusters Score -1328946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1328947.000000 Penalty: 4655.899902
	Iteration 87Q: 3 clusters Score -1328947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1328951.250000 Penalty: 4655.899902
	Iteration 88Q: 3 clusters Score -1328951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1328953.875000 Penalty: 4655.899902
	Iteration 89Q: 3 clusters Score -1328954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1328952.750000 Penalty: 4655.899902
	Iteration 90Q: 3 clusters Score -1328953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1328952.125000 Penalty: 4655.899902
	Iteration 91Q: 3 clusters Score -1328952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1328951.875000 Penalty: 4655.899902
	Iteration 92Q: 3 clusters Score -1328952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1328955.875000 Penalty: 4655.899902
	Iteration 93Q: 3 clusters Score -1328956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1328957.500000 Penalty: 4655.899902
	Iteration 94Q: 3 clusters Score -1328958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1328956.375000 Penalty: 4655.899902
	Iteration 95Q: 3 clusters Score -1328956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1328959.750000 Penalty: 4655.899902
	Iteration 96Q: 3 clusters Score -1328960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1328961.875000 Penalty: 4655.899902
	Iteration 97Q: 3 clusters Score -1328962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1328956.875000 Penalty: 4655.899902
	Iteration 98Q: 3 clusters Score -1328957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1328960.125000 Penalty: 4655.899902
	Iteration 99Q: 3 clusters Score -1328960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1328958.500000 Penalty: 4655.899902
	Iteration 100F: 3 clusters Score -1328958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1328959.125000 Penalty: 4655.899902
	Iteration 101Q: 3 clusters Score -1328959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1328961.500000 Penalty: 4655.899902
	Iteration 102Q: 3 clusters Score -1328962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1328962.125000 Penalty: 4655.899902
	Iteration 103Q: 3 clusters Score -1328962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1328965.000000 Penalty: 4655.899902
	Iteration 104Q: 3 clusters Score -1328965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1328965.375000 Penalty: 4655.899902
	Iteration 105Q: 3 clusters Score -1328965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1328962.875000 Penalty: 4655.899902
	Iteration 106Q: 3 clusters Score -1328963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1328964.375000 Penalty: 4655.899902
	Iteration 107Q: 3 clusters Score -1328964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1328966.125000 Penalty: 4655.899902
	Iteration 108Q: 3 clusters Score -1328966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1328966.000000 Penalty: 4655.899902
	Iteration 109Q: 3 clusters Score -1328966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1328968.250000 Penalty: 4655.899902
	Iteration 110Q: 3 clusters Score -1328968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1328967.000000 Penalty: 4655.899902
	Iteration 111Q: 3 clusters Score -1328967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1328965.875000 Penalty: 4655.899902
	Iteration 112Q: 3 clusters Score -1328966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1328968.625000 Penalty: 4655.899902
	Iteration 113Q: 3 clusters Score -1328969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1328968.625000 Penalty: 4655.899902
	Iteration 114F: 3 clusters Score -1328969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142265.015625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140179.593750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140179.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140497.125000 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140497.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140572.640625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140572.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140607.281250 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -140607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140625.984375 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -140626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140639.328125 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -140639.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140657.234375 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -140657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140662.343750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -140662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140668.203125 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -140668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140672.062500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -140672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140674.406250 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -140674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140676.484375 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -140676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140679.406250 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -140679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140681.562500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -140681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140681.562500 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -140681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -893696.000000 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -893696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -887753.437500 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -887753.4 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -889727.437500 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -889727.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -890255.312500 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -890255.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -890655.250000 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -890655.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -890981.500000 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -890981.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -891215.000000 Penalty: 4418.242676
	Iteration 5Q: 3 clusters Score -891215 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -891388.125000 Penalty: 4418.242676
	Iteration 6Q: 3 clusters Score -891388.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -891523.812500 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -891523.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -891631.500000 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -891631.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -891739.750000 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -891739.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -891838.062500 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -891838.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -891916.687500 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -891916.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -891977.937500 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -891977.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -892054.000000 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -892054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -892123.312500 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -892123.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -892187.062500 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -892187.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -892234.687500 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -892234.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -892274.062500 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -892274.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -892304.375000 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -892304.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -892355.687500 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -892355.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -892403.312500 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -892403.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -892448.250000 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -892448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -892477.750000 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -892477.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -892496.125000 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -892496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -892504.937500 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -892504.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -892512.750000 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -892512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -892519.312500 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -892519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -892523.437500 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -892523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -892524.500000 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -892524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -892528.062500 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -892528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -892527.437500 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -892527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -892529.062500 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -892529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -892529.250000 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -892529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -892530.437500 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -892530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -892532.125000 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -892532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -892533.312500 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -892533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -892533.937500 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -892533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -892535.750000 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -892535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -892535.250000 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -892535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -892536.125000 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -892536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -892537.750000 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -892537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -892537.437500 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -892537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -892538.750000 Penalty: 4418.242676
	Iteration 42Q: 3 clusters Score -892538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -892537.375000 Penalty: 4418.242676
	Iteration 43Q: 3 clusters Score -892537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -892537.375000 Penalty: 4418.242676
	Iteration 44F: 3 clusters Score -892537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -957059.375000 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -957059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -950202.500000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -950202.5 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -952377.687500 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -952377.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -952944.937500 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -952944.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -953465.875000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -953465.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -953990.187500 Penalty: 4504.585449
	Iteration 4F: 3 clusters Score -953990.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -954418.875000 Penalty: 4504.585449
	Iteration 5F: 3 clusters Score -954418.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -954730.562500 Penalty: 4504.585449
	Iteration 6F: 3 clusters Score -954730.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -954952.687500 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -954952.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -955118.562500 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -955118.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -955247.500000 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -955247.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -955334.000000 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -955334 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -955396.062500 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -955396.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -955445.375000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -955445.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -955486.812500 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -955486.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -955527.750000 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -955527.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -955571.875000 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -955571.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -955608.000000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -955608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -955638.625000 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -955638.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -955666.312500 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -955666.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -955685.687500 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -955685.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -955704.750000 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -955704.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -955715.750000 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -955715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -955727.562500 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -955727.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -955739.687500 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -955739.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -955745.812500 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -955745.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -955751.125000 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -955751.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -955762.125000 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -955762.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -955768.750000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -955768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -955776.187500 Penalty: 4504.585449
	Iteration 28Q: 3 clusters Score -955776.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -955780.562500 Penalty: 4504.585449
	Iteration 29Q: 3 clusters Score -955780.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -955789.000000 Penalty: 4504.585449
	Iteration 30Q: 3 clusters Score -955789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -955796.375000 Penalty: 4504.585449
	Iteration 31Q: 3 clusters Score -955796.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -955802.750000 Penalty: 4504.585449
	Iteration 32Q: 3 clusters Score -955802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -955803.187500 Penalty: 4504.585449
	Iteration 33Q: 3 clusters Score -955803.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -955809.375000 Penalty: 4504.585449
	Iteration 34Q: 3 clusters Score -955809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -955811.500000 Penalty: 4504.585449
	Iteration 35Q: 3 clusters Score -955811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -955816.125000 Penalty: 4504.585449
	Iteration 36Q: 3 clusters Score -955816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -955820.062500 Penalty: 4504.585449
	Iteration 37Q: 3 clusters Score -955820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -955820.625000 Penalty: 4504.585449
	Iteration 38Q: 3 clusters Score -955820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -955822.687500 Penalty: 4504.585449
	Iteration 39Q: 3 clusters Score -955822.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -955826.625000 Penalty: 4504.585449
	Iteration 40F: 3 clusters Score -955826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -955829.312500 Penalty: 4504.585449
	Iteration 41Q: 3 clusters Score -955829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -955832.812500 Penalty: 4504.585449
	Iteration 42Q: 3 clusters Score -955832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -955837.125000 Penalty: 4504.585449
	Iteration 43Q: 3 clusters Score -955837.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -955840.375000 Penalty: 4504.585449
	Iteration 44Q: 3 clusters Score -955840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -955842.250000 Penalty: 4504.585449
	Iteration 45Q: 3 clusters Score -955842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -955842.562500 Penalty: 4504.585449
	Iteration 46Q: 3 clusters Score -955842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -955842.625000 Penalty: 4504.585449
	Iteration 47Q: 3 clusters Score -955842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -955845.687500 Penalty: 4504.585449
	Iteration 48Q: 3 clusters Score -955845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -955847.062500 Penalty: 4504.585449
	Iteration 49Q: 3 clusters Score -955847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -955847.125000 Penalty: 4504.585449
	Iteration 50Q: 3 clusters Score -955847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -955845.562500 Penalty: 4504.585449
	Iteration 51Q: 3 clusters Score -955845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -955845.500000 Penalty: 4504.585449
	Iteration 52Q: 3 clusters Score -955845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -955845.875000 Penalty: 4504.585449
	Iteration 53Q: 3 clusters Score -955845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -955845.875000 Penalty: 4504.585449
	Iteration 54F: 3 clusters Score -955845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -326831.968750 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -326832 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 1343 members 
Entering Unmasked Estep 
Score: -323772.187500 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -323772.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -324344.906250 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -324344.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -324493.781250 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -324493.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -324591.625000 Penalty: 3912.613770
	Iteration 3Q: 3 clusters Score -324591.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -324664.781250 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -324664.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -324719.625000 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -324719.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -324762.656250 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -324762.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -324819.437500 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -324819.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -324875.218750 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -324875.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324931.281250 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -324931.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325006.750000 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -325006.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -325078.875000 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -325078.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -325168.468750 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -325168.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -325258.781250 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -325258.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -325337.812500 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -325337.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -325400.968750 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -325401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -325471.343750 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -325471.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -325537.406250 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -325537.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -325591.156250 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -325591.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325647.750000 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -325647.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -325694.906250 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -325694.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -325724.812500 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -325724.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -325746.781250 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -325746.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -325766.093750 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -325766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -325776.343750 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -325776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -325787.500000 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -325787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -325791.250000 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -325791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -325794.062500 Penalty: 3912.613770
	Iteration 27Q: 3 clusters Score -325794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -325797.687500 Penalty: 3912.613770
	Iteration 28Q: 3 clusters Score -325797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -325798.562500 Penalty: 3912.613770
	Iteration 29Q: 3 clusters Score -325798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -325800.531250 Penalty: 3912.613770
	Iteration 30Q: 3 clusters Score -325800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -325805.531250 Penalty: 3912.613770
	Iteration 31Q: 3 clusters Score -325805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -325808.375000 Penalty: 3912.613770
	Iteration 32Q: 3 clusters Score -325808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -325809.000000 Penalty: 3912.613770
	Iteration 33Q: 3 clusters Score -325809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -325809.656250 Penalty: 3912.613770
	Iteration 34Q: 3 clusters Score -325809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -325809.656250 Penalty: 3912.613770
	Iteration 35F: 3 clusters Score -325809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -1514646.375000 Penalty: 2265.285400
	Iteration 0F: 2 clusters Score -1514646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1507604.375000 Penalty: 4530.570801
	Iteration 0F: 3 clusters Score -1507604 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1509846.500000 Penalty: 4530.570801
	Iteration 1F: 3 clusters Score -1509846 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1510519.125000 Penalty: 4530.570801
	Iteration 2F: 3 clusters Score -1510519 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1511261.750000 Penalty: 4530.570801
	Iteration 3F: 3 clusters Score -1511262 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1511958.250000 Penalty: 4530.570801
	Iteration 4F: 3 clusters Score -1511958 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1512584.250000 Penalty: 4530.570801
	Iteration 5F: 3 clusters Score -1512584 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1513012.500000 Penalty: 4530.570801
	Iteration 6F: 3 clusters Score -1513012 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1513330.750000 Penalty: 4530.570801
	Iteration 7Q: 3 clusters Score -1513331 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1513552.250000 Penalty: 4530.570801
	Iteration 8Q: 3 clusters Score -1513552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1513700.000000 Penalty: 4530.570801
	Iteration 9Q: 3 clusters Score -1513700 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1513807.250000 Penalty: 4530.570801
	Iteration 10Q: 3 clusters Score -1513807 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1513901.250000 Penalty: 4530.570801
	Iteration 11Q: 3 clusters Score -1513901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1513961.750000 Penalty: 4530.570801
	Iteration 12Q: 3 clusters Score -1513962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1514007.250000 Penalty: 4530.570801
	Iteration 13Q: 3 clusters Score -1514007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1514043.250000 Penalty: 4530.570801
	Iteration 14Q: 3 clusters Score -1514043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1514063.875000 Penalty: 4530.570801
	Iteration 15Q: 3 clusters Score -1514064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1514079.750000 Penalty: 4530.570801
	Iteration 16Q: 3 clusters Score -1514080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1514091.500000 Penalty: 4530.570801
	Iteration 17Q: 3 clusters Score -1514092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1514102.375000 Penalty: 4530.570801
	Iteration 18Q: 3 clusters Score -1514102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1514111.375000 Penalty: 4530.570801
	Iteration 19Q: 3 clusters Score -1514111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1514125.125000 Penalty: 4530.570801
	Iteration 20F: 3 clusters Score -1514125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1514126.500000 Penalty: 4530.570801
	Iteration 21Q: 3 clusters Score -1514126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1514129.875000 Penalty: 4530.570801
	Iteration 22Q: 3 clusters Score -1514130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1514137.125000 Penalty: 4530.570801
	Iteration 23Q: 3 clusters Score -1514137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1514141.000000 Penalty: 4530.570801
	Iteration 24Q: 3 clusters Score -1514141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1514146.250000 Penalty: 4530.570801
	Iteration 25Q: 3 clusters Score -1514146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1514151.875000 Penalty: 4530.570801
	Iteration 26Q: 3 clusters Score -1514152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1514150.375000 Penalty: 4530.570801
	Iteration 27Q: 3 clusters Score -1514150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1514156.875000 Penalty: 4530.570801
	Iteration 28Q: 3 clusters Score -1514157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1514162.500000 Penalty: 4530.570801
	Iteration 29Q: 3 clusters Score -1514162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1514166.750000 Penalty: 4530.570801
	Iteration 30Q: 3 clusters Score -1514167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1514170.000000 Penalty: 4530.570801
	Iteration 31Q: 3 clusters Score -1514170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1514176.625000 Penalty: 4530.570801
	Iteration 32Q: 3 clusters Score -1514177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1514179.500000 Penalty: 4530.570801
	Iteration 33Q: 3 clusters Score -1514180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1514185.875000 Penalty: 4530.570801
	Iteration 34Q: 3 clusters Score -1514186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1514190.750000 Penalty: 4530.570801
	Iteration 35Q: 3 clusters Score -1514191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1514189.625000 Penalty: 4530.570801
	Iteration 36Q: 3 clusters Score -1514190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1514191.125000 Penalty: 4530.570801
	Iteration 37Q: 3 clusters Score -1514191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1514196.250000 Penalty: 4530.570801
	Iteration 38Q: 3 clusters Score -1514196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1514196.500000 Penalty: 4530.570801
	Iteration 39Q: 3 clusters Score -1514196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1514198.375000 Penalty: 4530.570801
	Iteration 40F: 3 clusters Score -1514198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1514196.875000 Penalty: 4530.570801
	Iteration 41Q: 3 clusters Score -1514197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1514198.500000 Penalty: 4530.570801
	Iteration 42Q: 3 clusters Score -1514198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1514197.250000 Penalty: 4530.570801
	Iteration 43Q: 3 clusters Score -1514197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1514200.875000 Penalty: 4530.570801
	Iteration 44Q: 3 clusters Score -1514201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1514204.375000 Penalty: 4530.570801
	Iteration 45Q: 3 clusters Score -1514204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1514204.375000 Penalty: 4530.570801
	Iteration 46F: 3 clusters Score -1514204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -1428499.125000 Penalty: 2319.019287
	Iteration 0F: 2 clusters Score -1428499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1419881.625000 Penalty: 4638.038574
	Iteration 0F: 3 clusters Score -1419882 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1422583.125000 Penalty: 4638.038574
	Iteration 1F: 3 clusters Score -1422583 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1423122.875000 Penalty: 4638.038574
	Iteration 2F: 3 clusters Score -1423123 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1423712.875000 Penalty: 4638.038574
	Iteration 3F: 3 clusters Score -1423713 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1424340.250000 Penalty: 4638.038574
	Iteration 4F: 3 clusters Score -1424340 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1424985.125000 Penalty: 4638.038574
	Iteration 5F: 3 clusters Score -1424985 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1425623.250000 Penalty: 4638.038574
	Iteration 6F: 3 clusters Score -1425623 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1426216.000000 Penalty: 4638.038574
	Iteration 7F: 3 clusters Score -1426216 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1426637.375000 Penalty: 4638.038574
	Iteration 8Q: 3 clusters Score -1426637 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1426898.625000 Penalty: 4638.038574
	Iteration 9Q: 3 clusters Score -1426899 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1427060.125000 Penalty: 4638.038574
	Iteration 10Q: 3 clusters Score -1427060 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1427162.250000 Penalty: 4638.038574
	Iteration 11Q: 3 clusters Score -1427162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1427248.500000 Penalty: 4638.038574
	Iteration 12Q: 3 clusters Score -1427248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1427304.250000 Penalty: 4638.038574
	Iteration 13Q: 3 clusters Score -1427304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1427347.625000 Penalty: 4638.038574
	Iteration 14Q: 3 clusters Score -1427348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1427396.000000 Penalty: 4638.038574
	Iteration 15Q: 3 clusters Score -1427396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1427441.625000 Penalty: 4638.038574
	Iteration 16Q: 3 clusters Score -1427442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1427487.500000 Penalty: 4638.038574
	Iteration 17Q: 3 clusters Score -1427488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1427530.000000 Penalty: 4638.038574
	Iteration 18Q: 3 clusters Score -1427530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1427558.000000 Penalty: 4638.038574
	Iteration 19Q: 3 clusters Score -1427558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1427584.125000 Penalty: 4638.038574
	Iteration 20F: 3 clusters Score -1427584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1427603.250000 Penalty: 4638.038574
	Iteration 21Q: 3 clusters Score -1427603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1427633.375000 Penalty: 4638.038574
	Iteration 22Q: 3 clusters Score -1427633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1427644.000000 Penalty: 4638.038574
	Iteration 23Q: 3 clusters Score -1427644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1427655.125000 Penalty: 4638.038574
	Iteration 24Q: 3 clusters Score -1427655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1427661.875000 Penalty: 4638.038574
	Iteration 25Q: 3 clusters Score -1427662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1427670.375000 Penalty: 4638.038574
	Iteration 26Q: 3 clusters Score -1427670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1427674.500000 Penalty: 4638.038574
	Iteration 27Q: 3 clusters Score -1427674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1427675.250000 Penalty: 4638.038574
	Iteration 28Q: 3 clusters Score -1427675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1427676.375000 Penalty: 4638.038574
	Iteration 29Q: 3 clusters Score -1427676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1427682.000000 Penalty: 4638.038574
	Iteration 30Q: 3 clusters Score -1427682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1427681.500000 Penalty: 4638.038574
	Iteration 31Q: 3 clusters Score -1427682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1427682.500000 Penalty: 4638.038574
	Iteration 32Q: 3 clusters Score -1427682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1427683.500000 Penalty: 4638.038574
	Iteration 33Q: 3 clusters Score -1427684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1427680.125000 Penalty: 4638.038574
	Iteration 34Q: 3 clusters Score -1427680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1427683.125000 Penalty: 4638.038574
	Iteration 35Q: 3 clusters Score -1427683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1427681.500000 Penalty: 4638.038574
	Iteration 36Q: 3 clusters Score -1427682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1427681.750000 Penalty: 4638.038574
	Iteration 37Q: 3 clusters Score -1427682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1427681.500000 Penalty: 4638.038574
	Iteration 38Q: 3 clusters Score -1427682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1427681.500000 Penalty: 4638.038574
	Iteration 39F: 3 clusters Score -1427682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -178148.703125 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -178148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175854.203125 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -175854.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176283.453125 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -176283.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176458.828125 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -176458.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176582.218750 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -176582.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176685.906250 Penalty: 3630.981445
	Iteration 4Q: 3 clusters Score -176685.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176779.750000 Penalty: 3630.981445
	Iteration 5Q: 3 clusters Score -176779.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -176856.718750 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -176856.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -176919.625000 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -176919.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -176968.656250 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -176968.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177007.703125 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -177007.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -177036.781250 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -177036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177065.640625 Penalty: 3630.981445
	Iteration 11Q: 3 clusters Score -177065.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -177090.625000 Penalty: 3630.981445
	Iteration 12Q: 3 clusters Score -177090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177107.593750 Penalty: 3630.981445
	Iteration 13Q: 3 clusters Score -177107.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -177127.406250 Penalty: 3630.981445
	Iteration 14Q: 3 clusters Score -177127.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -177142.000000 Penalty: 3630.981445
	Iteration 15Q: 3 clusters Score -177142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177155.015625 Penalty: 3630.981445
	Iteration 16Q: 3 clusters Score -177155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177159.671875 Penalty: 3630.981445
	Iteration 17Q: 3 clusters Score -177159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177165.437500 Penalty: 3630.981445
	Iteration 18Q: 3 clusters Score -177165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -177169.921875 Penalty: 3630.981445
	Iteration 19Q: 3 clusters Score -177169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -177172.312500 Penalty: 3630.981445
	Iteration 20F: 3 clusters Score -177172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -177173.203125 Penalty: 3630.981445
	Iteration 21Q: 3 clusters Score -177173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -177173.937500 Penalty: 3630.981445
	Iteration 22Q: 3 clusters Score -177173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177175.468750 Penalty: 3630.981445
	Iteration 23Q: 3 clusters Score -177175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177177.062500 Penalty: 3630.981445
	Iteration 24Q: 3 clusters Score -177177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -177180.328125 Penalty: 3630.981445
	Iteration 25Q: 3 clusters Score -177180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -177181.984375 Penalty: 3630.981445
	Iteration 26Q: 3 clusters Score -177182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177183.218750 Penalty: 3630.981445
	Iteration 27Q: 3 clusters Score -177183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -177183.609375 Penalty: 3630.981445
	Iteration 28Q: 3 clusters Score -177183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -177183.609375 Penalty: 3630.981445
	Iteration 29F: 3 clusters Score -177183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Entering Unmasked Estep 
Score: -1808335.750000 Penalty: 2382.310791
	Iteration 0F: 2 clusters Score -1808336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1797533.875000 Penalty: 4764.621582
	Iteration 0F: 3 clusters Score -1797534 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1801035.500000 Penalty: 4764.621582
	Iteration 1F: 3 clusters Score -1801036 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1801529.500000 Penalty: 4764.621582
	Iteration 2F: 3 clusters Score -1801530 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1801998.000000 Penalty: 4764.621582
	Iteration 3F: 3 clusters Score -1801998 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1802474.500000 Penalty: 4764.621582
	Iteration 4F: 3 clusters Score -1802474 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1802997.500000 Penalty: 4764.621582
	Iteration 5F: 3 clusters Score -1802998 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1803600.375000 Penalty: 4764.621582
	Iteration 6F: 3 clusters Score -1803600 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1804231.500000 Penalty: 4764.621582
	Iteration 7F: 3 clusters Score -1804232 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1804819.250000 Penalty: 4764.621582
	Iteration 8Q: 3 clusters Score -1804819 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1805365.750000 Penalty: 4764.621582
	Iteration 9Q: 3 clusters Score -1805366 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1805825.875000 Penalty: 4764.621582
	Iteration 10Q: 3 clusters Score -1805826 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1806150.875000 Penalty: 4764.621582
	Iteration 11Q: 3 clusters Score -1806151 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1806372.125000 Penalty: 4764.621582
	Iteration 12Q: 3 clusters Score -1806372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1806522.000000 Penalty: 4764.621582
	Iteration 13Q: 3 clusters Score -1806522 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1806622.500000 Penalty: 4764.621582
	Iteration 14Q: 3 clusters Score -1806622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1806667.375000 Penalty: 4764.621582
	Iteration 15Q: 3 clusters Score -1806667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1806701.750000 Penalty: 4764.621582
	Iteration 16Q: 3 clusters Score -1806702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1806726.500000 Penalty: 4764.621582
	Iteration 17Q: 3 clusters Score -1806726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1806744.125000 Penalty: 4764.621582
	Iteration 18Q: 3 clusters Score -1806744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1806753.250000 Penalty: 4764.621582
	Iteration 19Q: 3 clusters Score -1806753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1806766.250000 Penalty: 4764.621582
	Iteration 20F: 3 clusters Score -1806766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1806770.625000 Penalty: 4764.621582
	Iteration 21Q: 3 clusters Score -1806771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1806778.000000 Penalty: 4764.621582
	Iteration 22Q: 3 clusters Score -1806778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1806780.375000 Penalty: 4764.621582
	Iteration 23Q: 3 clusters Score -1806780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1806777.875000 Penalty: 4764.621582
	Iteration 24Q: 3 clusters Score -1806778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1806786.750000 Penalty: 4764.621582
	Iteration 25Q: 3 clusters Score -1806787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1806786.875000 Penalty: 4764.621582
	Iteration 26Q: 3 clusters Score -1806787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1806788.000000 Penalty: 4764.621582
	Iteration 27Q: 3 clusters Score -1806788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1806791.750000 Penalty: 4764.621582
	Iteration 28Q: 3 clusters Score -1806792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1806796.000000 Penalty: 4764.621582
	Iteration 29Q: 3 clusters Score -1806796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1806800.125000 Penalty: 4764.621582
	Iteration 30Q: 3 clusters Score -1806800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1806799.125000 Penalty: 4764.621582
	Iteration 31Q: 3 clusters Score -1806799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1806801.000000 Penalty: 4764.621582
	Iteration 32Q: 3 clusters Score -1806801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1806798.500000 Penalty: 4764.621582
	Iteration 33Q: 3 clusters Score -1806798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1806799.250000 Penalty: 4764.621582
	Iteration 34Q: 3 clusters Score -1806799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1806799.250000 Penalty: 4764.621582
	Iteration 35F: 3 clusters Score -1806799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1541396.750000 Penalty: 2335.786133
	Iteration 0F: 2 clusters Score -1541397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1532278.500000 Penalty: 4671.572266
	Iteration 0F: 3 clusters Score -1532278 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1535152.875000 Penalty: 4671.572266
	Iteration 1F: 3 clusters Score -1535153 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1535525.375000 Penalty: 4671.572266
	Iteration 2F: 3 clusters Score -1535525 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1535855.000000 Penalty: 4671.572266
	Iteration 3F: 3 clusters Score -1535855 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1536205.500000 Penalty: 4671.572266
	Iteration 4F: 3 clusters Score -1536206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1536558.500000 Penalty: 4671.572266
	Iteration 5F: 3 clusters Score -1536558 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1536858.125000 Penalty: 4671.572266
	Iteration 6Q: 3 clusters Score -1536858 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1537203.375000 Penalty: 4671.572266
	Iteration 7Q: 3 clusters Score -1537203 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1537591.875000 Penalty: 4671.572266
	Iteration 8Q: 3 clusters Score -1537592 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1537958.375000 Penalty: 4671.572266
	Iteration 9Q: 3 clusters Score -1537958 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1538274.500000 Penalty: 4671.572266
	Iteration 10Q: 3 clusters Score -1538274 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1538543.500000 Penalty: 4671.572266
	Iteration 11Q: 3 clusters Score -1538544 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1538754.625000 Penalty: 4671.572266
	Iteration 12Q: 3 clusters Score -1538755 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1538895.375000 Penalty: 4671.572266
	Iteration 13Q: 3 clusters Score -1538895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1539014.375000 Penalty: 4671.572266
	Iteration 14Q: 3 clusters Score -1539014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1539105.250000 Penalty: 4671.572266
	Iteration 15Q: 3 clusters Score -1539105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1539181.875000 Penalty: 4671.572266
	Iteration 16Q: 3 clusters Score -1539182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1539235.500000 Penalty: 4671.572266
	Iteration 17Q: 3 clusters Score -1539236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1539266.750000 Penalty: 4671.572266
	Iteration 18Q: 3 clusters Score -1539267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1539287.250000 Penalty: 4671.572266
	Iteration 19Q: 3 clusters Score -1539287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1539303.750000 Penalty: 4671.572266
	Iteration 20F: 3 clusters Score -1539304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1539313.250000 Penalty: 4671.572266
	Iteration 21Q: 3 clusters Score -1539313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1539315.375000 Penalty: 4671.572266
	Iteration 22Q: 3 clusters Score -1539315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1539324.375000 Penalty: 4671.572266
	Iteration 23Q: 3 clusters Score -1539324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1539332.250000 Penalty: 4671.572266
	Iteration 24Q: 3 clusters Score -1539332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1539332.250000 Penalty: 4671.572266
	Iteration 25Q: 3 clusters Score -1539332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1539331.625000 Penalty: 4671.572266
	Iteration 26Q: 3 clusters Score -1539332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1539334.750000 Penalty: 4671.572266
	Iteration 27Q: 3 clusters Score -1539335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1539336.625000 Penalty: 4671.572266
	Iteration 28Q: 3 clusters Score -1539337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1539336.625000 Penalty: 4671.572266
	Iteration 29F: 3 clusters Score -1539337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -526298.750000 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -526298.8 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 2227 members 
Entering Unmasked Estep 
Score: -522172.281250 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -522172.3 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -523150.406250 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -523150.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -523400.937500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -523400.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -523577.093750 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -523577.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -523712.593750 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -523712.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -523836.750000 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -523836.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -523943.406250 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -523943.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -524046.281250 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -524046.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -524146.812500 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -524146.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -524230.781250 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -524230.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -524328.937500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -524328.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -524461.500000 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -524461.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -524622.500000 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -524622.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -524785.125000 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -524785.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -524931.125000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -524931.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -525042.000000 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -525042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -525120.187500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -525120.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -525168.000000 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -525168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -525196.125000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -525196.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -525218.437500 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -525218.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -525234.437500 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -525234.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -525245.187500 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -525245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -525257.125000 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -525257.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -525269.000000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -525269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -525280.562500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -525280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -525292.687500 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -525292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -525301.812500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -525301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -525311.187500 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -525311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -525316.312500 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -525316.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -525322.187500 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -525322.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -525332.375000 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -525332.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -525341.125000 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -525341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -525348.875000 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -525348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -525355.750000 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -525355.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -525362.750000 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -525362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -525373.187500 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -525373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -525382.125000 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -525382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -525387.625000 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -525387.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -525394.125000 Penalty: 4154.198242
	Iteration 38Q: 3 clusters Score -525394.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -525401.562500 Penalty: 4154.198242
	Iteration 39Q: 3 clusters Score -525401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -525406.687500 Penalty: 4154.198242
	Iteration 40F: 3 clusters Score -525406.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -525411.000000 Penalty: 4154.198242
	Iteration 41Q: 3 clusters Score -525411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -525415.562500 Penalty: 4154.198242
	Iteration 42Q: 3 clusters Score -525415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -525417.625000 Penalty: 4154.198242
	Iteration 43Q: 3 clusters Score -525417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -525418.750000 Penalty: 4154.198242
	Iteration 44Q: 3 clusters Score -525418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -525418.937500 Penalty: 4154.198242
	Iteration 45Q: 3 clusters Score -525418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -525419.250000 Penalty: 4154.198242
	Iteration 46Q: 3 clusters Score -525419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -525419.812500 Penalty: 4154.198242
	Iteration 47Q: 3 clusters Score -525419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -525422.000000 Penalty: 4154.198242
	Iteration 48Q: 3 clusters Score -525422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -525425.937500 Penalty: 4154.198242
	Iteration 49Q: 3 clusters Score -525425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -525427.625000 Penalty: 4154.198242
	Iteration 50Q: 3 clusters Score -525427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -525431.625000 Penalty: 4154.198242
	Iteration 51Q: 3 clusters Score -525431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -525432.500000 Penalty: 4154.198242
	Iteration 52Q: 3 clusters Score -525432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -525434.187500 Penalty: 4154.198242
	Iteration 53Q: 3 clusters Score -525434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -525436.812500 Penalty: 4154.198242
	Iteration 54Q: 3 clusters Score -525436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -525439.125000 Penalty: 4154.198242
	Iteration 55Q: 3 clusters Score -525439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -525441.062500 Penalty: 4154.198242
	Iteration 56Q: 3 clusters Score -525441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -525443.875000 Penalty: 4154.198242
	Iteration 57Q: 3 clusters Score -525443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -525448.812500 Penalty: 4154.198242
	Iteration 58Q: 3 clusters Score -525448.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -525453.375000 Penalty: 4154.198242
	Iteration 59Q: 3 clusters Score -525453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -525458.250000 Penalty: 4154.198242
	Iteration 60F: 3 clusters Score -525458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -525461.125000 Penalty: 4154.198242
	Iteration 61Q: 3 clusters Score -525461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -525463.687500 Penalty: 4154.198242
	Iteration 62Q: 3 clusters Score -525463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -525463.812500 Penalty: 4154.198242
	Iteration 63Q: 3 clusters Score -525463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -525463.875000 Penalty: 4154.198242
	Iteration 64Q: 3 clusters Score -525463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -525464.937500 Penalty: 4154.198242
	Iteration 65Q: 3 clusters Score -525464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -525465.250000 Penalty: 4154.198242
	Iteration 66Q: 3 clusters Score -525465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -525465.312500 Penalty: 4154.198242
	Iteration 67Q: 3 clusters Score -525465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -525465.812500 Penalty: 4154.198242
	Iteration 68Q: 3 clusters Score -525465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -525465.812500 Penalty: 4154.198242
	Iteration 69F: 3 clusters Score -525465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -681112.625000 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -681112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -676282.000000 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -676282 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -677466.625000 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -677466.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -677688.875000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -677688.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -677829.687500 Penalty: 4272.612793
	Iteration 3Q: 3 clusters Score -677829.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -677947.812500 Penalty: 4272.612793
	Iteration 4Q: 3 clusters Score -677947.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -678046.250000 Penalty: 4272.612793
	Iteration 5Q: 3 clusters Score -678046.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -678137.750000 Penalty: 4272.612793
	Iteration 6Q: 3 clusters Score -678137.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -678212.875000 Penalty: 4272.612793
	Iteration 7Q: 3 clusters Score -678212.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -678293.437500 Penalty: 4272.612793
	Iteration 8Q: 3 clusters Score -678293.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -678363.000000 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -678363 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -678423.500000 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -678423.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -678491.062500 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -678491.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -678558.750000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -678558.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -678631.500000 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -678631.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -678705.875000 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -678705.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -678784.187500 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -678784.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -678874.562500 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -678874.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -678988.125000 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -678988.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -679133.750000 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -679133.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -679314.625000 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -679314.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -679526.687500 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -679526.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -679693.500000 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -679693.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -679819.312500 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -679819.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -679895.812500 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -679895.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -679934.250000 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -679934.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -679959.250000 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -679959.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -679974.750000 Penalty: 4272.612793
	Iteration 26Q: 3 clusters Score -679974.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -679984.062500 Penalty: 4272.612793
	Iteration 27Q: 3 clusters Score -679984.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -679991.562500 Penalty: 4272.612793
	Iteration 28Q: 3 clusters Score -679991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -679993.125000 Penalty: 4272.612793
	Iteration 29Q: 3 clusters Score -679993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -679994.125000 Penalty: 4272.612793
	Iteration 30Q: 3 clusters Score -679994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -679994.375000 Penalty: 4272.612793
	Iteration 31Q: 3 clusters Score -679994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -679994.375000 Penalty: 4272.612793
	Iteration 32F: 3 clusters Score -679994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -638653.000000 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -638653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -634012.875000 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -634012.9 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -635167.750000 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -635167.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -635398.500000 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -635398.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -635568.187500 Penalty: 4247.119141
	Iteration 3Q: 3 clusters Score -635568.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -635710.062500 Penalty: 4247.119141
	Iteration 4Q: 3 clusters Score -635710.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -635826.625000 Penalty: 4247.119141
	Iteration 5Q: 3 clusters Score -635826.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -635945.125000 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -635945.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -636034.062500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -636034.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -636106.562500 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -636106.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -636171.375000 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -636171.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -636237.562500 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -636237.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -636300.875000 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -636300.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -636357.750000 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -636357.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -636425.875000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -636425.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -636492.312500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -636492.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -636556.875000 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -636556.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -636607.187500 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -636607.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -636645.312500 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -636645.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -636678.875000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -636678.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -636717.562500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -636717.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -636759.750000 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -636759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -636782.875000 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -636782.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -636804.375000 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -636804.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -636823.500000 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -636823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -636837.625000 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -636837.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -636848.500000 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -636848.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -636858.562500 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -636858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -636866.500000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -636866.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -636877.125000 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -636877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -636883.187500 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -636883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -636888.625000 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -636888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -636895.937500 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -636895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -636904.125000 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -636904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -636909.687500 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -636909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -636917.812500 Penalty: 4247.119141
	Iteration 34Q: 3 clusters Score -636917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -636923.562500 Penalty: 4247.119141
	Iteration 35Q: 3 clusters Score -636923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -636926.687500 Penalty: 4247.119141
	Iteration 36Q: 3 clusters Score -636926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -636928.500000 Penalty: 4247.119141
	Iteration 37Q: 3 clusters Score -636928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -636930.750000 Penalty: 4247.119141
	Iteration 38Q: 3 clusters Score -636930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -636931.687500 Penalty: 4247.119141
	Iteration 39Q: 3 clusters Score -636931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -636932.000000 Penalty: 4247.119141
	Iteration 40F: 3 clusters Score -636932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -636934.000000 Penalty: 4247.119141
	Iteration 41Q: 3 clusters Score -636934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -636933.687500 Penalty: 4247.119141
	Iteration 42Q: 3 clusters Score -636933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -636933.875000 Penalty: 4247.119141
	Iteration 43Q: 3 clusters Score -636933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -636933.875000 Penalty: 4247.119141
	Iteration 44F: 3 clusters Score -636933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -47029.269531 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -47029.27 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 247 members 
Entering Unmasked Estep 
Score: -45696.539062 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -45696.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46059.230469 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -46059.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46305.453125 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -46305.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46484.914062 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -46484.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46577.562500 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -46577.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46648.675781 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -46648.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46669.687500 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -46669.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46670.574219 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -46670.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46670.574219 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -46670.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -252852.703125 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -252852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -250586.609375 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -250586.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -251164.406250 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -251164.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -251396.953125 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -251397 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -251747.234375 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -251747.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -252177.968750 Penalty: 3644.580078
	Iteration 4F: 3 clusters Score -252178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -252370.640625 Penalty: 3644.580078
	Iteration 5F: 3 clusters Score -252370.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -252487.843750 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -252487.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -252547.671875 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -252547.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -252594.843750 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -252594.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -252641.437500 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -252641.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -252663.843750 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -252663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -252671.828125 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -252671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -252674.062500 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -252674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -252674.062500 Penalty: 3644.580078
	Iteration 13F: 3 clusters Score -252674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -440622.531250 Penalty: 2030.174072
	Iteration 0F: 2 clusters Score -440622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -436924.437500 Penalty: 4060.348145
	Iteration 0F: 3 clusters Score -436924.4 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437746.781250 Penalty: 4060.348145
	Iteration 1F: 3 clusters Score -437746.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -437964.281250 Penalty: 4060.348145
	Iteration 2F: 3 clusters Score -437964.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -438102.531250 Penalty: 4060.348145
	Iteration 3F: 3 clusters Score -438102.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -438213.093750 Penalty: 4060.348145
	Iteration 4Q: 3 clusters Score -438213.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -438298.437500 Penalty: 4060.348145
	Iteration 5Q: 3 clusters Score -438298.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -438385.593750 Penalty: 4060.348145
	Iteration 6Q: 3 clusters Score -438385.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -438450.906250 Penalty: 4060.348145
	Iteration 7Q: 3 clusters Score -438450.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -438494.906250 Penalty: 4060.348145
	Iteration 8Q: 3 clusters Score -438494.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -438533.250000 Penalty: 4060.348145
	Iteration 9Q: 3 clusters Score -438533.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -438570.468750 Penalty: 4060.348145
	Iteration 10Q: 3 clusters Score -438570.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -438603.250000 Penalty: 4060.348145
	Iteration 11Q: 3 clusters Score -438603.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -438635.312500 Penalty: 4060.348145
	Iteration 12Q: 3 clusters Score -438635.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -438666.000000 Penalty: 4060.348145
	Iteration 13Q: 3 clusters Score -438666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -438691.156250 Penalty: 4060.348145
	Iteration 14Q: 3 clusters Score -438691.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -438713.875000 Penalty: 4060.348145
	Iteration 15Q: 3 clusters Score -438713.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -438731.343750 Penalty: 4060.348145
	Iteration 16Q: 3 clusters Score -438731.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -438751.125000 Penalty: 4060.348145
	Iteration 17Q: 3 clusters Score -438751.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -438773.437500 Penalty: 4060.348145
	Iteration 18Q: 3 clusters Score -438773.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -438788.812500 Penalty: 4060.348145
	Iteration 19Q: 3 clusters Score -438788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -438805.843750 Penalty: 4060.348145
	Iteration 20F: 3 clusters Score -438805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -438817.625000 Penalty: 4060.348145
	Iteration 21Q: 3 clusters Score -438817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -438824.468750 Penalty: 4060.348145
	Iteration 22Q: 3 clusters Score -438824.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -438832.687500 Penalty: 4060.348145
	Iteration 23Q: 3 clusters Score -438832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -438839.062500 Penalty: 4060.348145
	Iteration 24Q: 3 clusters Score -438839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -438843.562500 Penalty: 4060.348145
	Iteration 25Q: 3 clusters Score -438843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -438846.000000 Penalty: 4060.348145
	Iteration 26Q: 3 clusters Score -438846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -438847.312500 Penalty: 4060.348145
	Iteration 27Q: 3 clusters Score -438847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -438849.375000 Penalty: 4060.348145
	Iteration 28Q: 3 clusters Score -438849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -438852.312500 Penalty: 4060.348145
	Iteration 29Q: 3 clusters Score -438852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -438855.125000 Penalty: 4060.348145
	Iteration 30Q: 3 clusters Score -438855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -438857.281250 Penalty: 4060.348145
	Iteration 31Q: 3 clusters Score -438857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -438859.125000 Penalty: 4060.348145
	Iteration 32Q: 3 clusters Score -438859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -438860.062500 Penalty: 4060.348145
	Iteration 33Q: 3 clusters Score -438860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -438863.281250 Penalty: 4060.348145
	Iteration 34Q: 3 clusters Score -438863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -438865.312500 Penalty: 4060.348145
	Iteration 35Q: 3 clusters Score -438865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -438869.906250 Penalty: 4060.348145
	Iteration 36Q: 3 clusters Score -438869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -438873.031250 Penalty: 4060.348145
	Iteration 37Q: 3 clusters Score -438873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -438875.875000 Penalty: 4060.348145
	Iteration 38Q: 3 clusters Score -438875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -438879.687500 Penalty: 4060.348145
	Iteration 39Q: 3 clusters Score -438879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -438882.375000 Penalty: 4060.348145
	Iteration 40F: 3 clusters Score -438882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -438883.156250 Penalty: 4060.348145
	Iteration 41Q: 3 clusters Score -438883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -438885.250000 Penalty: 4060.348145
	Iteration 42Q: 3 clusters Score -438885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -438886.000000 Penalty: 4060.348145
	Iteration 43Q: 3 clusters Score -438886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -438886.000000 Penalty: 4060.348145
	Iteration 44F: 3 clusters Score -438886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -649504.062500 Penalty: 2128.439941
	Iteration 0F: 2 clusters Score -649504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -644789.375000 Penalty: 4256.879883
	Iteration 0F: 3 clusters Score -644789.4 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -645946.875000 Penalty: 4256.879883
	Iteration 1F: 3 clusters Score -645946.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -646247.625000 Penalty: 4256.879883
	Iteration 2F: 3 clusters Score -646247.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -646463.312500 Penalty: 4256.879883
	Iteration 3F: 3 clusters Score -646463.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -646663.687500 Penalty: 4256.879883
	Iteration 4Q: 3 clusters Score -646663.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -646917.750000 Penalty: 4256.879883
	Iteration 5F: 3 clusters Score -646917.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -647201.312500 Penalty: 4256.879883
	Iteration 6F: 3 clusters Score -647201.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -647472.312500 Penalty: 4256.879883
	Iteration 7F: 3 clusters Score -647472.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -647696.375000 Penalty: 4256.879883
	Iteration 8Q: 3 clusters Score -647696.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -647841.562500 Penalty: 4256.879883
	Iteration 9Q: 3 clusters Score -647841.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -647913.750000 Penalty: 4256.879883
	Iteration 10Q: 3 clusters Score -647913.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -647953.937500 Penalty: 4256.879883
	Iteration 11Q: 3 clusters Score -647953.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -647982.812500 Penalty: 4256.879883
	Iteration 12Q: 3 clusters Score -647982.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -648003.875000 Penalty: 4256.879883
	Iteration 13Q: 3 clusters Score -648003.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -648019.750000 Penalty: 4256.879883
	Iteration 14Q: 3 clusters Score -648019.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -648030.687500 Penalty: 4256.879883
	Iteration 15Q: 3 clusters Score -648030.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -648040.125000 Penalty: 4256.879883
	Iteration 16Q: 3 clusters Score -648040.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -648048.875000 Penalty: 4256.879883
	Iteration 17Q: 3 clusters Score -648048.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -648057.812500 Penalty: 4256.879883
	Iteration 18Q: 3 clusters Score -648057.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -648063.312500 Penalty: 4256.879883
	Iteration 19Q: 3 clusters Score -648063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -648066.562500 Penalty: 4256.879883
	Iteration 20F: 3 clusters Score -648066.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -648071.875000 Penalty: 4256.879883
	Iteration 21Q: 3 clusters Score -648071.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -648077.625000 Penalty: 4256.879883
	Iteration 22Q: 3 clusters Score -648077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -648079.500000 Penalty: 4256.879883
	Iteration 23Q: 3 clusters Score -648079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -648080.687500 Penalty: 4256.879883
	Iteration 24Q: 3 clusters Score -648080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -648082.187500 Penalty: 4256.879883
	Iteration 25Q: 3 clusters Score -648082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -648081.500000 Penalty: 4256.879883
	Iteration 26Q: 3 clusters Score -648081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -648081.500000 Penalty: 4256.879883
	Iteration 27F: 3 clusters Score -648081.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Entering Unmasked Estep 
Score: -1322717.000000 Penalty: 2298.474854
	Iteration 0F: 2 clusters Score -1322717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1314715.875000 Penalty: 4596.949707
	Iteration 0F: 3 clusters Score -1314716 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1317040.000000 Penalty: 4596.949707
	Iteration 1F: 3 clusters Score -1317040 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1317333.500000 Penalty: 4596.949707
	Iteration 2F: 3 clusters Score -1317334 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1317529.750000 Penalty: 4596.949707
	Iteration 3Q: 3 clusters Score -1317530 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1317677.375000 Penalty: 4596.949707
	Iteration 4Q: 3 clusters Score -1317677 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1317810.500000 Penalty: 4596.949707
	Iteration 5Q: 3 clusters Score -1317810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1317925.375000 Penalty: 4596.949707
	Iteration 6Q: 3 clusters Score -1317925 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1318055.000000 Penalty: 4596.949707
	Iteration 7Q: 3 clusters Score -1318055 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1318222.375000 Penalty: 4596.949707
	Iteration 8Q: 3 clusters Score -1318222 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1318438.500000 Penalty: 4596.949707
	Iteration 9Q: 3 clusters Score -1318438 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1318692.750000 Penalty: 4596.949707
	Iteration 10Q: 3 clusters Score -1318693 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1318980.375000 Penalty: 4596.949707
	Iteration 11Q: 3 clusters Score -1318980 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1319298.625000 Penalty: 4596.949707
	Iteration 12Q: 3 clusters Score -1319299 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1319579.750000 Penalty: 4596.949707
	Iteration 13Q: 3 clusters Score -1319580 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1319820.000000 Penalty: 4596.949707
	Iteration 14Q: 3 clusters Score -1319820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1320015.500000 Penalty: 4596.949707
	Iteration 15Q: 3 clusters Score -1320016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1320216.250000 Penalty: 4596.949707
	Iteration 16Q: 3 clusters Score -1320216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1320386.500000 Penalty: 4596.949707
	Iteration 17Q: 3 clusters Score -1320386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1320495.000000 Penalty: 4596.949707
	Iteration 18Q: 3 clusters Score -1320495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1320560.625000 Penalty: 4596.949707
	Iteration 19Q: 3 clusters Score -1320561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1320621.375000 Penalty: 4596.949707
	Iteration 20F: 3 clusters Score -1320621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1320657.375000 Penalty: 4596.949707
	Iteration 21Q: 3 clusters Score -1320657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1320687.250000 Penalty: 4596.949707
	Iteration 22Q: 3 clusters Score -1320687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1320710.000000 Penalty: 4596.949707
	Iteration 23Q: 3 clusters Score -1320710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1320726.875000 Penalty: 4596.949707
	Iteration 24Q: 3 clusters Score -1320727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1320739.625000 Penalty: 4596.949707
	Iteration 25Q: 3 clusters Score -1320740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1320751.125000 Penalty: 4596.949707
	Iteration 26Q: 3 clusters Score -1320751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1320755.875000 Penalty: 4596.949707
	Iteration 27Q: 3 clusters Score -1320756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1320765.875000 Penalty: 4596.949707
	Iteration 28Q: 3 clusters Score -1320766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1320770.625000 Penalty: 4596.949707
	Iteration 29Q: 3 clusters Score -1320771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1320776.625000 Penalty: 4596.949707
	Iteration 30Q: 3 clusters Score -1320777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1320780.625000 Penalty: 4596.949707
	Iteration 31Q: 3 clusters Score -1320781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1320781.250000 Penalty: 4596.949707
	Iteration 32Q: 3 clusters Score -1320781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1320782.875000 Penalty: 4596.949707
	Iteration 33Q: 3 clusters Score -1320783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1320782.875000 Penalty: 4596.949707
	Iteration 34F: 3 clusters Score -1320783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -282212.218750 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -282212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -279266.750000 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -279266.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -279912.062500 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -279912.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -280102.250000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -280102.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -280251.062500 Penalty: 3892.877686
	Iteration 3F: 3 clusters Score -280251.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -280392.187500 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -280392.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -280525.843750 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -280525.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -280655.250000 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -280655.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280729.968750 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -280730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280786.375000 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -280786.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -280824.656250 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -280824.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -280857.812500 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -280857.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280882.000000 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -280882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -280919.656250 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -280919.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280943.625000 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -280943.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -280970.406250 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -280970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -280988.218750 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -280988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281004.718750 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -281004.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -281021.468750 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -281021.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -281032.875000 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -281032.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281044.218750 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -281044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -281050.937500 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -281050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281062.750000 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -281062.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281073.156250 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -281073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281078.281250 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -281078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -281081.968750 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -281082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281087.281250 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -281087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281096.750000 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -281096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281099.968750 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -281100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -281100.687500 Penalty: 3892.877686
	Iteration 28Q: 3 clusters Score -281100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -281100.687500 Penalty: 3892.877686
	Iteration 29F: 3 clusters Score -281100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -132977.125000 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -132977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -130962.703125 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -130962.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131266.390625 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -131266.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131357.843750 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -131357.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131424.281250 Penalty: 3473.069336
	Iteration 3Q: 3 clusters Score -131424.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -131455.281250 Penalty: 3473.069336
	Iteration 4Q: 3 clusters Score -131455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131471.406250 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -131471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131481.312500 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -131481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131488.578125 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -131488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131492.000000 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -131492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131492.000000 Penalty: 3473.069336
	Iteration 9F: 3 clusters Score -131492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -510895.718750 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -510895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -506996.218750 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -506996.2 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -507853.718750 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -507853.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -508043.406250 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -508043.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -508162.531250 Penalty: 4126.700684
	Iteration 3Q: 3 clusters Score -508162.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -508252.343750 Penalty: 4126.700684
	Iteration 4Q: 3 clusters Score -508252.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -508354.062500 Penalty: 4126.700684
	Iteration 5Q: 3 clusters Score -508354.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -508447.406250 Penalty: 4126.700684
	Iteration 6Q: 3 clusters Score -508447.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -508532.093750 Penalty: 4126.700684
	Iteration 7Q: 3 clusters Score -508532.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -508626.656250 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -508626.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -508724.625000 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -508724.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -508801.562500 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -508801.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -508870.343750 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -508870.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -508931.718750 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -508931.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -508984.500000 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -508984.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -509022.906250 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -509022.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -509069.593750 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -509069.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -509108.218750 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -509108.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509127.687500 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -509127.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -509146.781250 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -509146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -509170.843750 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -509170.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -509202.781250 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -509202.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -509248.718750 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -509248.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -509304.281250 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -509304.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -509369.187500 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -509369.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -509441.187500 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -509441.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -509509.968750 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -509510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -509579.093750 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -509579.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -509632.375000 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -509632.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -509657.218750 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -509657.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -509672.812500 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -509672.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -509685.750000 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -509685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -509694.687500 Penalty: 4126.700684
	Iteration 31Q: 3 clusters Score -509694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -509699.406250 Penalty: 4126.700684
	Iteration 32Q: 3 clusters Score -509699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -509700.968750 Penalty: 4126.700684
	Iteration 33Q: 3 clusters Score -509701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -509703.187500 Penalty: 4126.700684
	Iteration 34Q: 3 clusters Score -509703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -509707.531250 Penalty: 4126.700684
	Iteration 35Q: 3 clusters Score -509707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -509708.500000 Penalty: 4126.700684
	Iteration 36Q: 3 clusters Score -509708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -509710.531250 Penalty: 4126.700684
	Iteration 37Q: 3 clusters Score -509710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -509711.312500 Penalty: 4126.700684
	Iteration 38Q: 3 clusters Score -509711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509711.187500 Penalty: 4126.700684
	Iteration 39Q: 3 clusters Score -509711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509711.187500 Penalty: 4126.700684
	Iteration 40F: 3 clusters Score -509711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -458220.156250 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -458220.2 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 1917 members 
Entering Unmasked Estep 
Score: -454443.062500 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -454443.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -455324.406250 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -455324.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -455533.000000 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -455533 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -455681.843750 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -455681.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -455790.531250 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -455790.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -455878.343750 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -455878.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -455960.625000 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -455960.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -456025.468750 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -456025.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -456091.750000 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -456091.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -456149.250000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -456149.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -456189.281250 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -456189.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -456219.937500 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -456219.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -456250.656250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -456250.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -456279.312500 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -456279.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -456303.437500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -456303.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -456323.375000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -456323.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -456344.656250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -456344.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -456359.593750 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -456359.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -456379.187500 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -456379.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -456400.718750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -456400.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -456419.593750 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -456419.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -456432.312500 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -456432.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -456439.656250 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -456439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -456446.000000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -456446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -456451.000000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -456451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -456458.281250 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -456458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -456462.312500 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -456462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -456465.531250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -456465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -456468.187500 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -456468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -456470.375000 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -456470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -456472.468750 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -456472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -456473.750000 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -456473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -456475.187500 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -456475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -456477.468750 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -456477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -456477.468750 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -456477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -456477.250000 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -456477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -456477.250000 Penalty: 4089.189697
	Iteration 36F: 3 clusters Score -456477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1165384.875000 Penalty: 2269.214844
	Iteration 0F: 2 clusters Score -1165385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1158058.875000 Penalty: 4538.429688
	Iteration 0F: 3 clusters Score -1158059 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1160155.625000 Penalty: 4538.429688
	Iteration 1F: 3 clusters Score -1160156 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1160493.875000 Penalty: 4538.429688
	Iteration 2F: 3 clusters Score -1160494 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1160722.125000 Penalty: 4538.429688
	Iteration 3F: 3 clusters Score -1160722 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1160911.125000 Penalty: 4538.429688
	Iteration 4Q: 3 clusters Score -1160911 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1161093.000000 Penalty: 4538.429688
	Iteration 5Q: 3 clusters Score -1161093 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1161295.375000 Penalty: 4538.429688
	Iteration 6Q: 3 clusters Score -1161295 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1161512.000000 Penalty: 4538.429688
	Iteration 7Q: 3 clusters Score -1161512 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1161722.375000 Penalty: 4538.429688
	Iteration 8Q: 3 clusters Score -1161722 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1161906.625000 Penalty: 4538.429688
	Iteration 9Q: 3 clusters Score -1161907 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1162092.625000 Penalty: 4538.429688
	Iteration 10Q: 3 clusters Score -1162093 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1162280.875000 Penalty: 4538.429688
	Iteration 11Q: 3 clusters Score -1162281 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1162442.500000 Penalty: 4538.429688
	Iteration 12Q: 3 clusters Score -1162442 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1162597.250000 Penalty: 4538.429688
	Iteration 13Q: 3 clusters Score -1162597 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1162751.375000 Penalty: 4538.429688
	Iteration 14Q: 3 clusters Score -1162751 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1162883.875000 Penalty: 4538.429688
	Iteration 15Q: 3 clusters Score -1162884 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1163001.125000 Penalty: 4538.429688
	Iteration 16Q: 3 clusters Score -1163001 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1163129.875000 Penalty: 4538.429688
	Iteration 17Q: 3 clusters Score -1163130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1163232.750000 Penalty: 4538.429688
	Iteration 18Q: 3 clusters Score -1163233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1163307.750000 Penalty: 4538.429688
	Iteration 19Q: 3 clusters Score -1163308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1163357.500000 Penalty: 4538.429688
	Iteration 20F: 3 clusters Score -1163358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1163400.125000 Penalty: 4538.429688
	Iteration 21Q: 3 clusters Score -1163400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1163431.625000 Penalty: 4538.429688
	Iteration 22Q: 3 clusters Score -1163432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1163452.625000 Penalty: 4538.429688
	Iteration 23Q: 3 clusters Score -1163453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1163471.625000 Penalty: 4538.429688
	Iteration 24Q: 3 clusters Score -1163472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1163490.625000 Penalty: 4538.429688
	Iteration 25Q: 3 clusters Score -1163491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1163507.375000 Penalty: 4538.429688
	Iteration 26Q: 3 clusters Score -1163507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1163519.250000 Penalty: 4538.429688
	Iteration 27Q: 3 clusters Score -1163519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1163532.125000 Penalty: 4538.429688
	Iteration 28Q: 3 clusters Score -1163532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1163543.125000 Penalty: 4538.429688
	Iteration 29Q: 3 clusters Score -1163543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1163556.625000 Penalty: 4538.429688
	Iteration 30Q: 3 clusters Score -1163557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1163565.500000 Penalty: 4538.429688
	Iteration 31Q: 3 clusters Score -1163566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1163568.875000 Penalty: 4538.429688
	Iteration 32Q: 3 clusters Score -1163569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1163573.125000 Penalty: 4538.429688
	Iteration 33Q: 3 clusters Score -1163573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1163573.750000 Penalty: 4538.429688
	Iteration 34Q: 3 clusters Score -1163574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1163575.500000 Penalty: 4538.429688
	Iteration 35Q: 3 clusters Score -1163576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1163580.250000 Penalty: 4538.429688
	Iteration 36Q: 3 clusters Score -1163580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1163583.625000 Penalty: 4538.429688
	Iteration 37Q: 3 clusters Score -1163584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1163590.875000 Penalty: 4538.429688
	Iteration 38Q: 3 clusters Score -1163591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1163590.375000 Penalty: 4538.429688
	Iteration 39Q: 3 clusters Score -1163590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1163592.750000 Penalty: 4538.429688
	Iteration 40F: 3 clusters Score -1163593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1163596.125000 Penalty: 4538.429688
	Iteration 41Q: 3 clusters Score -1163596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1163600.500000 Penalty: 4538.429688
	Iteration 42Q: 3 clusters Score -1163600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1163607.250000 Penalty: 4538.429688
	Iteration 43Q: 3 clusters Score -1163607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1163613.750000 Penalty: 4538.429688
	Iteration 44Q: 3 clusters Score -1163614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1163616.875000 Penalty: 4538.429688
	Iteration 45Q: 3 clusters Score -1163617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1163616.500000 Penalty: 4538.429688
	Iteration 46Q: 3 clusters Score -1163616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1163616.500000 Penalty: 4538.429688
	Iteration 47F: 3 clusters Score -1163616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Entering Unmasked Estep 
Score: -368904.031250 Penalty: 1995.385376
	Iteration 0F: 2 clusters Score -368904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365570.875000 Penalty: 3990.770752
	Iteration 0F: 3 clusters Score -365570.9 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -366281.750000 Penalty: 3990.770752
	Iteration 1F: 3 clusters Score -366281.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -366530.031250 Penalty: 3990.770752
	Iteration 2F: 3 clusters Score -366530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -366766.093750 Penalty: 3990.770752
	Iteration 3F: 3 clusters Score -366766.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -367026.750000 Penalty: 3990.770752
	Iteration 4F: 3 clusters Score -367026.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -367306.156250 Penalty: 3990.770752
	Iteration 5F: 3 clusters Score -367306.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367528.875000 Penalty: 3990.770752
	Iteration 6F: 3 clusters Score -367528.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -367677.937500 Penalty: 3990.770752
	Iteration 7Q: 3 clusters Score -367677.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -367760.406250 Penalty: 3990.770752
	Iteration 8Q: 3 clusters Score -367760.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -367828.375000 Penalty: 3990.770752
	Iteration 9Q: 3 clusters Score -367828.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -367875.437500 Penalty: 3990.770752
	Iteration 10Q: 3 clusters Score -367875.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -367913.062500 Penalty: 3990.770752
	Iteration 11Q: 3 clusters Score -367913.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -367939.875000 Penalty: 3990.770752
	Iteration 12Q: 3 clusters Score -367939.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -367957.000000 Penalty: 3990.770752
	Iteration 13Q: 3 clusters Score -367957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -367970.656250 Penalty: 3990.770752
	Iteration 14Q: 3 clusters Score -367970.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -367980.718750 Penalty: 3990.770752
	Iteration 15Q: 3 clusters Score -367980.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -367994.125000 Penalty: 3990.770752
	Iteration 16Q: 3 clusters Score -367994.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -368007.937500 Penalty: 3990.770752
	Iteration 17Q: 3 clusters Score -368007.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -368019.000000 Penalty: 3990.770752
	Iteration 18Q: 3 clusters Score -368019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -368028.343750 Penalty: 3990.770752
	Iteration 19Q: 3 clusters Score -368028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -368039.875000 Penalty: 3990.770752
	Iteration 20F: 3 clusters Score -368039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -368052.062500 Penalty: 3990.770752
	Iteration 21Q: 3 clusters Score -368052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -368059.156250 Penalty: 3990.770752
	Iteration 22Q: 3 clusters Score -368059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -368068.625000 Penalty: 3990.770752
	Iteration 23Q: 3 clusters Score -368068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -368078.937500 Penalty: 3990.770752
	Iteration 24Q: 3 clusters Score -368078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -368088.218750 Penalty: 3990.770752
	Iteration 25Q: 3 clusters Score -368088.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -368096.468750 Penalty: 3990.770752
	Iteration 26Q: 3 clusters Score -368096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -368106.343750 Penalty: 3990.770752
	Iteration 27Q: 3 clusters Score -368106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -368113.156250 Penalty: 3990.770752
	Iteration 28Q: 3 clusters Score -368113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -368117.187500 Penalty: 3990.770752
	Iteration 29Q: 3 clusters Score -368117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368119.312500 Penalty: 3990.770752
	Iteration 30Q: 3 clusters Score -368119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368120.437500 Penalty: 3990.770752
	Iteration 31Q: 3 clusters Score -368120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368120.437500 Penalty: 3990.770752
	Iteration 32F: 3 clusters Score -368120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -360621.625000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -360621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -357094.531250 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -357094.5 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -357938.312500 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -357938.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358383.062500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -358383.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -358743.625000 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -358743.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -359037.437500 Penalty: 4041.629150
	Iteration 4F: 3 clusters Score -359037.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -359307.562500 Penalty: 4041.629150
	Iteration 5F: 3 clusters Score -359307.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -359556.843750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -359556.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -359733.437500 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -359733.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -359835.843750 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -359835.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -359901.062500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -359901.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -359955.937500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -359955.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -359995.625000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -359995.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -360032.781250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -360032.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -360052.031250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -360052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -360068.093750 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -360068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -360074.750000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -360074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -360076.406250 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -360076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -360078.562500 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -360078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360081.250000 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -360081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360082.093750 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -360082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360083.343750 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -360083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -360083.968750 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -360084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -360084.031250 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -360084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -360084.031250 Penalty: 4041.629150
	Iteration 23F: 3 clusters Score -360084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -923113.187500 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -923113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -917047.062500 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -917047.1 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -918811.812500 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -918811.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -919145.562500 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -919145.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -919407.562500 Penalty: 4423.119141
	Iteration 3F: 3 clusters Score -919407.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -919641.187500 Penalty: 4423.119141
	Iteration 4F: 3 clusters Score -919641.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -919943.812500 Penalty: 4423.119141
	Iteration 5F: 3 clusters Score -919943.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -920284.750000 Penalty: 4423.119141
	Iteration 6F: 3 clusters Score -920284.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -920631.062500 Penalty: 4423.119141
	Iteration 7F: 3 clusters Score -920631.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -920930.875000 Penalty: 4423.119141
	Iteration 8F: 3 clusters Score -920930.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -921124.437500 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -921124.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -921254.437500 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -921254.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -921334.750000 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -921334.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -921393.250000 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -921393.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -921441.812500 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -921441.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -921485.437500 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -921485.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -921543.125000 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -921543.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -921602.375000 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -921602.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -921656.437500 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -921656.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -921721.250000 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -921721.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -921798.500000 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -921798.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -921899.500000 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -921899.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -921993.062500 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -921993.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -922052.312500 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -922052.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -922093.312500 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -922093.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -922131.937500 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -922131.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -922164.875000 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -922164.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -922189.937500 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -922189.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -922215.687500 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -922215.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -922231.062500 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -922231.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -922234.437500 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -922234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -922240.562500 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -922240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -922243.062500 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -922243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -922247.937500 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -922247.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -922253.062500 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -922253.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -922258.187500 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -922258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -922262.812500 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -922262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -922266.437500 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -922266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -922266.937500 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -922266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -922269.437500 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -922269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -922269.187500 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -922269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -922269.125000 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -922269.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33192.273438 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33192.27 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 165 members 
Entering Unmasked Estep 
Score: -31913.687500 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -31913.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32067.687500 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32067.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32136.513672 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -32136.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32210.765625 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -32210.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32277.240234 Penalty: 2885.287109
	Iteration 4F: 3 clusters Score -32277.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32370.240234 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -32370.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32446.294922 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -32446.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32491.392578 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -32491.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32535.919922 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -32535.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32590.689453 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -32590.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32708.419922 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -32708.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32747.482422 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -32747.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32819.851562 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -32819.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32851.691406 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -32851.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32877.535156 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -32877.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32886.195312 Penalty: 2885.287109
	Iteration 15Q: 3 clusters Score -32886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32886.195312 Penalty: 2885.287109
	Iteration 16F: 3 clusters Score -32886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -207414.015625 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -207414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -205338.890625 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -205338.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -205918.531250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -205918.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206381.359375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -206381.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206782.359375 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -206782.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -207064.156250 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -207064.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -207186.843750 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -207186.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207267.609375 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -207267.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -207308.875000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -207308.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207318.062500 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -207318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207320.828125 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -207320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207326.718750 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -207326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207328.546875 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -207328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207330.625000 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -207330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207330.625000 Penalty: 3552.164551
	Iteration 13F: 3 clusters Score -207330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -406058.562500 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -406058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -402555.781250 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -402555.8 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -403280.312500 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -403280.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -403474.812500 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -403474.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -403588.031250 Penalty: 4025.446777
	Iteration 3Q: 3 clusters Score -403588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -403664.343750 Penalty: 4025.446777
	Iteration 4Q: 3 clusters Score -403664.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -403714.687500 Penalty: 4025.446777
	Iteration 5Q: 3 clusters Score -403714.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -403749.156250 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -403749.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -403776.500000 Penalty: 4025.446777
	Iteration 7Q: 3 clusters Score -403776.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403795.937500 Penalty: 4025.446777
	Iteration 8Q: 3 clusters Score -403795.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -403808.406250 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -403808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -403819.000000 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -403819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -403833.187500 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -403833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -403848.531250 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -403848.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -403865.687500 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -403865.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -403891.906250 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -403891.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -403919.281250 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -403919.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -403945.968750 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -403946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403977.906250 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -403977.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -404003.531250 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -404003.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404026.093750 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -404026.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -404042.375000 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -404042.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404055.531250 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -404055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -404069.656250 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -404069.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -404091.781250 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -404091.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -404113.218750 Penalty: 4025.446777
	Iteration 24Q: 3 clusters Score -404113.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -404130.437500 Penalty: 4025.446777
	Iteration 25Q: 3 clusters Score -404130.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -404157.156250 Penalty: 4025.446777
	Iteration 26Q: 3 clusters Score -404157.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -404182.500000 Penalty: 4025.446777
	Iteration 27Q: 3 clusters Score -404182.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -404206.343750 Penalty: 4025.446777
	Iteration 28Q: 3 clusters Score -404206.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -404230.687500 Penalty: 4025.446777
	Iteration 29Q: 3 clusters Score -404230.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -404254.875000 Penalty: 4025.446777
	Iteration 30Q: 3 clusters Score -404254.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -404283.125000 Penalty: 4025.446777
	Iteration 31Q: 3 clusters Score -404283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404308.562500 Penalty: 4025.446777
	Iteration 32Q: 3 clusters Score -404308.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -404325.687500 Penalty: 4025.446777
	Iteration 33Q: 3 clusters Score -404325.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -404340.656250 Penalty: 4025.446777
	Iteration 34Q: 3 clusters Score -404340.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -404353.468750 Penalty: 4025.446777
	Iteration 35Q: 3 clusters Score -404353.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -404363.625000 Penalty: 4025.446777
	Iteration 36Q: 3 clusters Score -404363.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -404378.781250 Penalty: 4025.446777
	Iteration 37Q: 3 clusters Score -404378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -404399.875000 Penalty: 4025.446777
	Iteration 38Q: 3 clusters Score -404399.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -404420.531250 Penalty: 4025.446777
	Iteration 39Q: 3 clusters Score -404420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -404448.062500 Penalty: 4025.446777
	Iteration 40F: 3 clusters Score -404448.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -404482.656250 Penalty: 4025.446777
	Iteration 41Q: 3 clusters Score -404482.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -404510.562500 Penalty: 4025.446777
	Iteration 42Q: 3 clusters Score -404510.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -404523.125000 Penalty: 4025.446777
	Iteration 43Q: 3 clusters Score -404523.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -404535.593750 Penalty: 4025.446777
	Iteration 44Q: 3 clusters Score -404535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -404540.343750 Penalty: 4025.446777
	Iteration 45Q: 3 clusters Score -404540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -404542.750000 Penalty: 4025.446777
	Iteration 46Q: 3 clusters Score -404542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -404545.375000 Penalty: 4025.446777
	Iteration 47Q: 3 clusters Score -404545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -404546.156250 Penalty: 4025.446777
	Iteration 48Q: 3 clusters Score -404546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -404546.562500 Penalty: 4025.446777
	Iteration 49Q: 3 clusters Score -404546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -404547.750000 Penalty: 4025.446777
	Iteration 50Q: 3 clusters Score -404547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -404548.937500 Penalty: 4025.446777
	Iteration 51Q: 3 clusters Score -404548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404548.937500 Penalty: 4025.446777
	Iteration 52Q: 3 clusters Score -404548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404548.937500 Penalty: 4025.446777
	Iteration 53F: 3 clusters Score -404548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -444799.750000 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -444799.8 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 1365 members 
Entering Unmasked Estep 
Score: -441737.250000 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -441737.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -442511.781250 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -442511.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -442825.843750 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -442825.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -443072.750000 Penalty: 3934.985352
	Iteration 3F: 3 clusters Score -443072.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -443388.250000 Penalty: 3934.985352
	Iteration 4F: 3 clusters Score -443388.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -443722.531250 Penalty: 3934.985352
	Iteration 5F: 3 clusters Score -443722.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -444117.218750 Penalty: 3934.985352
	Iteration 6F: 3 clusters Score -444117.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -444604.125000 Penalty: 3934.985352
	Iteration 7F: 3 clusters Score -444604.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -444962.281250 Penalty: 3934.985352
	Iteration 8F: 3 clusters Score -444962.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -445302.593750 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -445302.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -445744.656250 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -445744.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -445883.093750 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -445883.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445950.281250 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -445950.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -445985.250000 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -445985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -445995.468750 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -445995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -445998.937500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -445998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -446000.031250 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -446000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -446000.031250 Penalty: 3934.985352
	Iteration 17F: 3 clusters Score -446000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 1587 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 905 members 
Mstep: Class 70 contains 3131 members 
Mstep: Class 71 contains 10476 members 
Mstep: Class 72 contains 1202 members 
Entering Unmasked Estep 
Score: -134499376.000000 Penalty: 248604.390625
Splitting cluster 66 changes total score from -134499088.000000 to -134499376.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 67 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -405069.562500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -405069.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -401630.375000 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -401630.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -402338.656250 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -402338.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -402526.562500 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -402526.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -402621.906250 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -402621.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -402695.281250 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -402695.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -402752.968750 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -402753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -402797.343750 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -402797.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -402828.812500 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -402828.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -402850.562500 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -402850.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -402867.000000 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -402867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -402883.062500 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -402883.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -402897.781250 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -402897.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -402909.593750 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -402909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -402918.687500 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -402918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -402923.187500 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -402923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402928.406250 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -402928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402934.531250 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -402934.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402940.375000 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -402940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -402947.062500 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -402947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -402953.406250 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -402953.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -402958.375000 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -402958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -402960.843750 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -402960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -402962.750000 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -402962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -402964.750000 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -402964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -402967.656250 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -402967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -402969.937500 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -402969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -402971.906250 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -402971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -402974.250000 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -402974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -402975.875000 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -402975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -402979.187500 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -402979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -402980.375000 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -402980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -402982.156250 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -402982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -402985.906250 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -402985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402988.406250 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -402988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -402990.437500 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -402990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402991.875000 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -402991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -402993.187500 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -402993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -402996.093750 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -402996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -402996.437500 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -402996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -402997.031250 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -402997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -402997.343750 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -402997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -402997.875000 Penalty: 4017.228516
	Iteration 41Q: 3 clusters Score -402997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -402997.875000 Penalty: 4017.228516
	Iteration 42F: 3 clusters Score -402997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -1493262.625000 Penalty: 2330.082031
	Iteration 0F: 2 clusters Score -1493263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1484310.750000 Penalty: 4660.164062
	Iteration 0F: 3 clusters Score -1484311 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1487095.875000 Penalty: 4660.164062
	Iteration 1F: 3 clusters Score -1487096 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1487426.500000 Penalty: 4660.164062
	Iteration 2F: 3 clusters Score -1487426 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1487729.125000 Penalty: 4660.164062
	Iteration 3Q: 3 clusters Score -1487729 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1488039.375000 Penalty: 4660.164062
	Iteration 4Q: 3 clusters Score -1488039 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1488325.125000 Penalty: 4660.164062
	Iteration 5Q: 3 clusters Score -1488325 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1488623.875000 Penalty: 4660.164062
	Iteration 6Q: 3 clusters Score -1488624 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1488908.875000 Penalty: 4660.164062
	Iteration 7Q: 3 clusters Score -1488909 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1489219.875000 Penalty: 4660.164062
	Iteration 8Q: 3 clusters Score -1489220 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1489519.875000 Penalty: 4660.164062
	Iteration 9Q: 3 clusters Score -1489520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1489779.875000 Penalty: 4660.164062
	Iteration 10Q: 3 clusters Score -1489780 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1489986.500000 Penalty: 4660.164062
	Iteration 11Q: 3 clusters Score -1489986 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1490150.000000 Penalty: 4660.164062
	Iteration 12Q: 3 clusters Score -1490150 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1490269.750000 Penalty: 4660.164062
	Iteration 13Q: 3 clusters Score -1490270 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1490331.000000 Penalty: 4660.164062
	Iteration 14Q: 3 clusters Score -1490331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1490384.250000 Penalty: 4660.164062
	Iteration 15Q: 3 clusters Score -1490384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1490425.250000 Penalty: 4660.164062
	Iteration 16Q: 3 clusters Score -1490425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1490451.500000 Penalty: 4660.164062
	Iteration 17Q: 3 clusters Score -1490452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1490482.375000 Penalty: 4660.164062
	Iteration 18Q: 3 clusters Score -1490482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1490508.625000 Penalty: 4660.164062
	Iteration 19Q: 3 clusters Score -1490509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1490523.250000 Penalty: 4660.164062
	Iteration 20F: 3 clusters Score -1490523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1490536.500000 Penalty: 4660.164062
	Iteration 21Q: 3 clusters Score -1490536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1490546.375000 Penalty: 4660.164062
	Iteration 22Q: 3 clusters Score -1490546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1490554.875000 Penalty: 4660.164062
	Iteration 23Q: 3 clusters Score -1490555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1490561.000000 Penalty: 4660.164062
	Iteration 24Q: 3 clusters Score -1490561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1490573.750000 Penalty: 4660.164062
	Iteration 25Q: 3 clusters Score -1490574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1490578.000000 Penalty: 4660.164062
	Iteration 26Q: 3 clusters Score -1490578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1490584.625000 Penalty: 4660.164062
	Iteration 27Q: 3 clusters Score -1490585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1490594.125000 Penalty: 4660.164062
	Iteration 28Q: 3 clusters Score -1490594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1490601.375000 Penalty: 4660.164062
	Iteration 29Q: 3 clusters Score -1490601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1490607.375000 Penalty: 4660.164062
	Iteration 30Q: 3 clusters Score -1490607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1490618.750000 Penalty: 4660.164062
	Iteration 31Q: 3 clusters Score -1490619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1490618.750000 Penalty: 4660.164062
	Iteration 32Q: 3 clusters Score -1490619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1490636.000000 Penalty: 4660.164062
	Iteration 33Q: 3 clusters Score -1490636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1490641.375000 Penalty: 4660.164062
	Iteration 34Q: 3 clusters Score -1490641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1490648.875000 Penalty: 4660.164062
	Iteration 35Q: 3 clusters Score -1490649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1490657.500000 Penalty: 4660.164062
	Iteration 36Q: 3 clusters Score -1490658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1490670.125000 Penalty: 4660.164062
	Iteration 37Q: 3 clusters Score -1490670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1490676.625000 Penalty: 4660.164062
	Iteration 38Q: 3 clusters Score -1490677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1490684.875000 Penalty: 4660.164062
	Iteration 39Q: 3 clusters Score -1490685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1490696.500000 Penalty: 4660.164062
	Iteration 40F: 3 clusters Score -1490696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1490709.500000 Penalty: 4660.164062
	Iteration 41Q: 3 clusters Score -1490710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1490719.750000 Penalty: 4660.164062
	Iteration 42Q: 3 clusters Score -1490720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1490732.500000 Penalty: 4660.164062
	Iteration 43Q: 3 clusters Score -1490732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1490746.375000 Penalty: 4660.164062
	Iteration 44Q: 3 clusters Score -1490746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1490761.125000 Penalty: 4660.164062
	Iteration 45Q: 3 clusters Score -1490761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1490766.000000 Penalty: 4660.164062
	Iteration 46Q: 3 clusters Score -1490766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1490775.125000 Penalty: 4660.164062
	Iteration 47Q: 3 clusters Score -1490775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1490783.500000 Penalty: 4660.164062
	Iteration 48Q: 3 clusters Score -1490784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1490797.000000 Penalty: 4660.164062
	Iteration 49Q: 3 clusters Score -1490797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1490807.125000 Penalty: 4660.164062
	Iteration 50Q: 3 clusters Score -1490807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1490817.875000 Penalty: 4660.164062
	Iteration 51Q: 3 clusters Score -1490818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1490825.375000 Penalty: 4660.164062
	Iteration 52Q: 3 clusters Score -1490825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1490831.000000 Penalty: 4660.164062
	Iteration 53Q: 3 clusters Score -1490831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1490838.500000 Penalty: 4660.164062
	Iteration 54Q: 3 clusters Score -1490838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1490844.625000 Penalty: 4660.164062
	Iteration 55Q: 3 clusters Score -1490845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1490851.250000 Penalty: 4660.164062
	Iteration 56Q: 3 clusters Score -1490851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1490857.875000 Penalty: 4660.164062
	Iteration 57Q: 3 clusters Score -1490858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1490854.125000 Penalty: 4660.164062
	Iteration 58Q: 3 clusters Score -1490854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1490859.500000 Penalty: 4660.164062
	Iteration 59Q: 3 clusters Score -1490860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1490865.375000 Penalty: 4660.164062
	Iteration 60F: 3 clusters Score -1490865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1490870.625000 Penalty: 4660.164062
	Iteration 61Q: 3 clusters Score -1490871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1490883.375000 Penalty: 4660.164062
	Iteration 62Q: 3 clusters Score -1490883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1490895.250000 Penalty: 4660.164062
	Iteration 63Q: 3 clusters Score -1490895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1490905.875000 Penalty: 4660.164062
	Iteration 64Q: 3 clusters Score -1490906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1490917.875000 Penalty: 4660.164062
	Iteration 65Q: 3 clusters Score -1490918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1490927.625000 Penalty: 4660.164062
	Iteration 66Q: 3 clusters Score -1490928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1490932.125000 Penalty: 4660.164062
	Iteration 67Q: 3 clusters Score -1490932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1490943.125000 Penalty: 4660.164062
	Iteration 68Q: 3 clusters Score -1490943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1490949.625000 Penalty: 4660.164062
	Iteration 69Q: 3 clusters Score -1490950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1490959.750000 Penalty: 4660.164062
	Iteration 70Q: 3 clusters Score -1490960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1490967.250000 Penalty: 4660.164062
	Iteration 71Q: 3 clusters Score -1490967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1490972.375000 Penalty: 4660.164062
	Iteration 72Q: 3 clusters Score -1490972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1490984.750000 Penalty: 4660.164062
	Iteration 73Q: 3 clusters Score -1490985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1490993.375000 Penalty: 4660.164062
	Iteration 74Q: 3 clusters Score -1490993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1490997.875000 Penalty: 4660.164062
	Iteration 75Q: 3 clusters Score -1490998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1491001.625000 Penalty: 4660.164062
	Iteration 76Q: 3 clusters Score -1491002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1491004.000000 Penalty: 4660.164062
	Iteration 77Q: 3 clusters Score -1491004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1491014.500000 Penalty: 4660.164062
	Iteration 78Q: 3 clusters Score -1491014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1491020.500000 Penalty: 4660.164062
	Iteration 79Q: 3 clusters Score -1491020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1491026.625000 Penalty: 4660.164062
	Iteration 80F: 3 clusters Score -1491027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1491030.000000 Penalty: 4660.164062
	Iteration 81Q: 3 clusters Score -1491030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1491032.875000 Penalty: 4660.164062
	Iteration 82Q: 3 clusters Score -1491033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1491037.500000 Penalty: 4660.164062
	Iteration 83Q: 3 clusters Score -1491038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1491044.000000 Penalty: 4660.164062
	Iteration 84Q: 3 clusters Score -1491044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1491051.750000 Penalty: 4660.164062
	Iteration 85Q: 3 clusters Score -1491052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1491056.250000 Penalty: 4660.164062
	Iteration 86Q: 3 clusters Score -1491056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1491056.625000 Penalty: 4660.164062
	Iteration 87Q: 3 clusters Score -1491057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1491063.750000 Penalty: 4660.164062
	Iteration 88Q: 3 clusters Score -1491064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1491069.000000 Penalty: 4660.164062
	Iteration 89Q: 3 clusters Score -1491069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1491074.125000 Penalty: 4660.164062
	Iteration 90Q: 3 clusters Score -1491074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1491081.875000 Penalty: 4660.164062
	Iteration 91Q: 3 clusters Score -1491082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1491087.500000 Penalty: 4660.164062
	Iteration 92Q: 3 clusters Score -1491088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1491094.500000 Penalty: 4660.164062
	Iteration 93Q: 3 clusters Score -1491094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1491102.000000 Penalty: 4660.164062
	Iteration 94Q: 3 clusters Score -1491102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1491114.375000 Penalty: 4660.164062
	Iteration 95Q: 3 clusters Score -1491114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1491114.000000 Penalty: 4660.164062
	Iteration 96Q: 3 clusters Score -1491114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1491120.750000 Penalty: 4660.164062
	Iteration 97Q: 3 clusters Score -1491121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1491127.750000 Penalty: 4660.164062
	Iteration 98Q: 3 clusters Score -1491128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1491137.375000 Penalty: 4660.164062
	Iteration 99Q: 3 clusters Score -1491137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1491138.250000 Penalty: 4660.164062
	Iteration 100F: 3 clusters Score -1491138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1491145.500000 Penalty: 4660.164062
	Iteration 101Q: 3 clusters Score -1491146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1491145.250000 Penalty: 4660.164062
	Iteration 102Q: 3 clusters Score -1491145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1491153.750000 Penalty: 4660.164062
	Iteration 103Q: 3 clusters Score -1491154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1491159.750000 Penalty: 4660.164062
	Iteration 104Q: 3 clusters Score -1491160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1491163.750000 Penalty: 4660.164062
	Iteration 105Q: 3 clusters Score -1491164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1491168.875000 Penalty: 4660.164062
	Iteration 106Q: 3 clusters Score -1491169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1491171.500000 Penalty: 4660.164062
	Iteration 107Q: 3 clusters Score -1491172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1491179.375000 Penalty: 4660.164062
	Iteration 108Q: 3 clusters Score -1491179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1491180.500000 Penalty: 4660.164062
	Iteration 109Q: 3 clusters Score -1491180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1491183.000000 Penalty: 4660.164062
	Iteration 110Q: 3 clusters Score -1491183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1491187.000000 Penalty: 4660.164062
	Iteration 111Q: 3 clusters Score -1491187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1491190.250000 Penalty: 4660.164062
	Iteration 112Q: 3 clusters Score -1491190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1491194.625000 Penalty: 4660.164062
	Iteration 113Q: 3 clusters Score -1491195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1491195.625000 Penalty: 4660.164062
	Iteration 114Q: 3 clusters Score -1491196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1491196.875000 Penalty: 4660.164062
	Iteration 115Q: 3 clusters Score -1491197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1491197.125000 Penalty: 4660.164062
	Iteration 116Q: 3 clusters Score -1491197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1491198.750000 Penalty: 4660.164062
	Iteration 117Q: 3 clusters Score -1491199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1491197.625000 Penalty: 4660.164062
	Iteration 118Q: 3 clusters Score -1491198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1491200.875000 Penalty: 4660.164062
	Iteration 119Q: 3 clusters Score -1491201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1491200.125000 Penalty: 4660.164062
	Iteration 120F: 3 clusters Score -1491200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1491202.750000 Penalty: 4660.164062
	Iteration 121Q: 3 clusters Score -1491203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1491202.125000 Penalty: 4660.164062
	Iteration 122Q: 3 clusters Score -1491202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1491204.000000 Penalty: 4660.164062
	Iteration 123Q: 3 clusters Score -1491204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1491204.000000 Penalty: 4660.164062
	Iteration 124Q: 3 clusters Score -1491204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1491204.625000 Penalty: 4660.164062
	Iteration 125Q: 3 clusters Score -1491205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1491204.625000 Penalty: 4660.164062
	Iteration 126F: 3 clusters Score -1491205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242494 members 
Mstep: Class 6 contains 21274 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 35631 members 
Mstep: Class 15 contains 134129 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37281 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29082 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 41874 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11931 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8794 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 9267 members 
Mstep: Class 43 contains 11509 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4339 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5233 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10594 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9415 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3458 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1289 members 
Mstep: Class 65 contains 3347 members 
Mstep: Class 66 contains 1587 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134500784.000000 Penalty: 248604.390625
Iteration 199Q: 73 clusters Score -1.345008e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42990 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242500 members 
Mstep: Class 6 contains 21386 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 20763 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40929 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 35691 members 
Mstep: Class 15 contains 134140 members 
Mstep: Class 16 contains 68709 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37280 members 
Mstep: Class 21 contains 51726 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5701 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 615 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29370 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 7365 members 
Mstep: Class 34 contains 41877 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14207 members 
Mstep: Class 37 contains 11913 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8819 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 9090 members 
Mstep: Class 43 contains 11511 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14746 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4365 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5232 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1550 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10630 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9430 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3456 members 
Mstep: Class 62 contains 7465 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1291 members 
Mstep: Class 65 contains 3348 members 
Mstep: Class 66 contains 1825 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 896 members 
Mstep: Class 70 contains 3081 members 
Mstep: Class 71 contains 9966 members 
Mstep: Class 72 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134502064.000000 Penalty: 248604.390625
Iteration 200F: 73 clusters Score -1.345021e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42995 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 242492 members 
Mstep: Class 6 contains 21424 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40930 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35637 members 
Mstep: Class 15 contains 134149 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 37278 members 
Mstep: Class 21 contains 51727 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 29324 members 
Mstep: Class 32 contains 5881 members 
Mstep: Class 33 contains 7464 members 
Mstep: Class 34 contains 41872 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11893 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8779 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8820 members 
Mstep: Class 43 contains 11505 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14625 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4365 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5232 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1537 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10618 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9438 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3459 members 
Mstep: Class 62 contains 7460 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1292 members 
Mstep: Class 65 contains 3348 members 
Mstep: Class 66 contains 2009 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12034 members 
Mstep: Class 69 contains 983 members 
Mstep: Class 70 contains 3139 members 
Mstep: Class 71 contains 10171 members 
Mstep: Class 72 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134503136.000000 Penalty: 248604.390625
Iteration 201Q: 73 clusters Score -1.345031e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42985 members 
Mstep: Class 4 contains 8585 members 
Mstep: Class 5 contains 242489 members 
Mstep: Class 6 contains 21457 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 20731 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40933 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35618 members 
Mstep: Class 15 contains 134151 members 
Mstep: Class 16 contains 68706 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 37278 members 
Mstep: Class 21 contains 51732 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 631 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6287 members 
Mstep: Class 30 contains 10187 members 
Mstep: Class 31 contains 29308 members 
Mstep: Class 32 contains 5886 members 
Mstep: Class 33 contains 7533 members 
Mstep: Class 34 contains 41873 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11884 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8615 members 
Mstep: Class 43 contains 11510 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14515 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4366 members 
Mstep: Class 48 contains 5512 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1537 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10620 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4104 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9446 members 
Mstep: Class 60 contains 3121 members 
Mstep: Class 61 contains 3455 members 
Mstep: Class 62 contains 7459 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1290 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2164 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12033 members 
Mstep: Class 69 contains 1028 members 
Mstep: Class 70 contains 3159 members 
Mstep: Class 71 contains 10280 members 
Mstep: Class 72 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134503520.000000 Penalty: 248604.390625
Iteration 202Q: 73 clusters Score -1.345035e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42959 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242492 members 
Mstep: Class 6 contains 21478 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 20718 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 10431 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 134154 members 
Mstep: Class 16 contains 68705 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37276 members 
Mstep: Class 21 contains 51736 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 666 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 634 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6290 members 
Mstep: Class 30 contains 10189 members 
Mstep: Class 31 contains 29340 members 
Mstep: Class 32 contains 5893 members 
Mstep: Class 33 contains 7586 members 
Mstep: Class 34 contains 41871 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14207 members 
Mstep: Class 37 contains 11885 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7390 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8458 members 
Mstep: Class 43 contains 11516 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14418 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4364 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1534 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5338 members 
Mstep: Class 54 contains 10613 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4104 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9457 members 
Mstep: Class 60 contains 3122 members 
Mstep: Class 61 contains 3456 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1293 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2302 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12031 members 
Mstep: Class 69 contains 1052 members 
Mstep: Class 70 contains 3166 members 
Mstep: Class 71 contains 10349 members 
Mstep: Class 72 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504048.000000 Penalty: 248604.390625
Iteration 203Q: 73 clusters Score -1.34504e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42934 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242489 members 
Mstep: Class 6 contains 21493 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 20704 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40933 members 
Mstep: Class 12 contains 10389 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35591 members 
Mstep: Class 15 contains 134161 members 
Mstep: Class 16 contains 68702 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37273 members 
Mstep: Class 21 contains 51742 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 5703 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6291 members 
Mstep: Class 30 contains 10192 members 
Mstep: Class 31 contains 29373 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 7634 members 
Mstep: Class 34 contains 41865 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 11880 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7392 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8330 members 
Mstep: Class 43 contains 11522 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14329 members 
Mstep: Class 46 contains 12314 members 
Mstep: Class 47 contains 4363 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5338 members 
Mstep: Class 54 contains 10618 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9471 members 
Mstep: Class 60 contains 3122 members 
Mstep: Class 61 contains 3456 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1285 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2414 members 
Mstep: Class 67 contains 3292 members 
Mstep: Class 68 contains 12028 members 
Mstep: Class 69 contains 1060 members 
Mstep: Class 70 contains 3170 members 
Mstep: Class 71 contains 10408 members 
Mstep: Class 72 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504032.000000 Penalty: 248604.390625
Iteration 204Q: 73 clusters Score -1.34504e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42907 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242495 members 
Mstep: Class 6 contains 21504 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 10344 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35579 members 
Mstep: Class 15 contains 134168 members 
Mstep: Class 16 contains 68694 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37273 members 
Mstep: Class 21 contains 51753 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 641 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6291 members 
Mstep: Class 30 contains 10190 members 
Mstep: Class 31 contains 29424 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 7670 members 
Mstep: Class 34 contains 41867 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14206 members 
Mstep: Class 37 contains 11879 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7393 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8235 members 
Mstep: Class 43 contains 11533 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14257 members 
Mstep: Class 46 contains 12315 members 
Mstep: Class 47 contains 4363 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1539 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5338 members 
Mstep: Class 54 contains 10621 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1098 members 
Mstep: Class 57 contains 4106 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9487 members 
Mstep: Class 60 contains 3123 members 
Mstep: Class 61 contains 3456 members 
Mstep: Class 62 contains 7460 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1281 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2497 members 
Mstep: Class 67 contains 3293 members 
Mstep: Class 68 contains 12024 members 
Mstep: Class 69 contains 1073 members 
Mstep: Class 70 contains 3173 members 
Mstep: Class 71 contains 10452 members 
Mstep: Class 72 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504112.000000 Penalty: 248604.390625
Iteration 205Q: 73 clusters Score -1.345041e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42882 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242499 members 
Mstep: Class 6 contains 21519 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 20650 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 12 contains 10313 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35576 members 
Mstep: Class 15 contains 134170 members 
Mstep: Class 16 contains 68691 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37273 members 
Mstep: Class 21 contains 51765 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6294 members 
Mstep: Class 30 contains 10196 members 
Mstep: Class 31 contains 29446 members 
Mstep: Class 32 contains 5903 members 
Mstep: Class 33 contains 7692 members 
Mstep: Class 34 contains 41865 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14203 members 
Mstep: Class 37 contains 11882 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7392 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8157 members 
Mstep: Class 43 contains 11542 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14191 members 
Mstep: Class 46 contains 12315 members 
Mstep: Class 47 contains 4363 members 
Mstep: Class 48 contains 5517 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1539 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10616 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 4109 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9493 members 
Mstep: Class 60 contains 3126 members 
Mstep: Class 61 contains 3452 members 
Mstep: Class 62 contains 7460 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1279 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2563 members 
Mstep: Class 67 contains 3293 members 
Mstep: Class 68 contains 12023 members 
Mstep: Class 69 contains 1085 members 
Mstep: Class 70 contains 3176 members 
Mstep: Class 71 contains 10509 members 
Mstep: Class 72 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504288.000000 Penalty: 248604.390625
Iteration 206Q: 73 clusters Score -1.345043e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242499 members 
Mstep: Class 6 contains 21540 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 20638 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40936 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 35574 members 
Mstep: Class 15 contains 134166 members 
Mstep: Class 16 contains 68688 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37272 members 
Mstep: Class 21 contains 51777 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 10194 members 
Mstep: Class 31 contains 29484 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 7720 members 
Mstep: Class 34 contains 41869 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14201 members 
Mstep: Class 37 contains 11888 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7393 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8103 members 
Mstep: Class 43 contains 11543 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14135 members 
Mstep: Class 46 contains 12315 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1536 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10615 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4109 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9503 members 
Mstep: Class 60 contains 3129 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1279 members 
Mstep: Class 65 contains 3349 members 
Mstep: Class 66 contains 2615 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12023 members 
Mstep: Class 69 contains 1093 members 
Mstep: Class 70 contains 3180 members 
Mstep: Class 71 contains 10538 members 
Mstep: Class 72 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504384.000000 Penalty: 248604.390625
Iteration 207Q: 73 clusters Score -1.345044e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42809 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242505 members 
Mstep: Class 6 contains 21554 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 20632 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40939 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134163 members 
Mstep: Class 16 contains 68687 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37271 members 
Mstep: Class 21 contains 51784 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 10195 members 
Mstep: Class 31 contains 29507 members 
Mstep: Class 32 contains 5909 members 
Mstep: Class 33 contains 7754 members 
Mstep: Class 34 contains 41873 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14197 members 
Mstep: Class 37 contains 11894 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7393 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8060 members 
Mstep: Class 43 contains 11542 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14074 members 
Mstep: Class 46 contains 12315 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1537 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5338 members 
Mstep: Class 54 contains 10617 members 
Mstep: Class 55 contains 2561 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4111 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 9512 members 
Mstep: Class 60 contains 3129 members 
Mstep: Class 61 contains 3441 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1278 members 
Mstep: Class 65 contains 3350 members 
Mstep: Class 66 contains 2657 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12024 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10560 members 
Mstep: Class 72 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504336.000000 Penalty: 248604.390625
Iteration 208Q: 73 clusters Score -1.345043e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42782 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242512 members 
Mstep: Class 6 contains 21576 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 20633 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40937 members 
Mstep: Class 12 contains 10243 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134162 members 
Mstep: Class 16 contains 68679 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37270 members 
Mstep: Class 21 contains 51787 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 10190 members 
Mstep: Class 31 contains 29541 members 
Mstep: Class 32 contains 5911 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 41883 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14191 members 
Mstep: Class 37 contains 11894 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7395 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8034 members 
Mstep: Class 43 contains 11544 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 14015 members 
Mstep: Class 46 contains 12315 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1534 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5337 members 
Mstep: Class 54 contains 10623 members 
Mstep: Class 55 contains 2563 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4111 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9518 members 
Mstep: Class 60 contains 3129 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1279 members 
Mstep: Class 65 contains 3350 members 
Mstep: Class 66 contains 2685 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12025 members 
Mstep: Class 69 contains 1104 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10583 members 
Mstep: Class 72 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504416.000000 Penalty: 248604.390625
Iteration 209Q: 73 clusters Score -1.345044e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42763 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242510 members 
Mstep: Class 6 contains 21597 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 20621 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40938 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134170 members 
Mstep: Class 16 contains 68676 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 16392 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37269 members 
Mstep: Class 21 contains 51786 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6299 members 
Mstep: Class 30 contains 10190 members 
Mstep: Class 31 contains 29567 members 
Mstep: Class 32 contains 5921 members 
Mstep: Class 33 contains 7774 members 
Mstep: Class 34 contains 41885 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11893 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7397 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 8000 members 
Mstep: Class 43 contains 11546 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 13960 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1531 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5336 members 
Mstep: Class 54 contains 10628 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4112 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9525 members 
Mstep: Class 60 contains 3129 members 
Mstep: Class 61 contains 3429 members 
Mstep: Class 62 contains 7461 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1279 members 
Mstep: Class 65 contains 3350 members 
Mstep: Class 66 contains 2716 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12025 members 
Mstep: Class 69 contains 1108 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10616 members 
Mstep: Class 72 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504464.000000 Penalty: 248604.390625
Iteration 210Q: 73 clusters Score -1.345045e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42742 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 242507 members 
Mstep: Class 6 contains 21600 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 20600 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40942 members 
Mstep: Class 12 contains 10207 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134178 members 
Mstep: Class 16 contains 68675 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37266 members 
Mstep: Class 21 contains 51787 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10192 members 
Mstep: Class 31 contains 29581 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 7791 members 
Mstep: Class 34 contains 41889 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14181 members 
Mstep: Class 37 contains 11891 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7397 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 11547 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 13917 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1531 members 
Mstep: Class 52 contains 3591 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10633 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4111 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 9539 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1278 members 
Mstep: Class 65 contains 3350 members 
Mstep: Class 66 contains 2741 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12022 members 
Mstep: Class 69 contains 1111 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10653 members 
Mstep: Class 72 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504608.000000 Penalty: 248604.390625
Iteration 211Q: 73 clusters Score -1.345046e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42720 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 242506 members 
Mstep: Class 6 contains 21608 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 20587 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40942 members 
Mstep: Class 12 contains 10192 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134180 members 
Mstep: Class 16 contains 68671 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37265 members 
Mstep: Class 21 contains 51789 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 10197 members 
Mstep: Class 31 contains 29603 members 
Mstep: Class 32 contains 5934 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 41894 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11886 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7398 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7944 members 
Mstep: Class 43 contains 11548 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 13863 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1530 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10638 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4108 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 9551 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1277 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2766 members 
Mstep: Class 67 contains 3294 members 
Mstep: Class 68 contains 12020 members 
Mstep: Class 69 contains 1111 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10697 members 
Mstep: Class 72 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504784.000000 Penalty: 248604.390625
Iteration 212Q: 73 clusters Score -1.345048e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42696 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242509 members 
Mstep: Class 6 contains 21607 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20574 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40943 members 
Mstep: Class 12 contains 10182 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35563 members 
Mstep: Class 15 contains 134185 members 
Mstep: Class 16 contains 68669 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37264 members 
Mstep: Class 21 contains 51797 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 10203 members 
Mstep: Class 31 contains 29634 members 
Mstep: Class 32 contains 5937 members 
Mstep: Class 33 contains 7806 members 
Mstep: Class 34 contains 41897 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14180 members 
Mstep: Class 37 contains 11885 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7399 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7923 members 
Mstep: Class 43 contains 11550 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13809 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 3590 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10641 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4107 members 
Mstep: Class 58 contains 3803 members 
Mstep: Class 59 contains 9564 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3421 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1277 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2790 members 
Mstep: Class 67 contains 3295 members 
Mstep: Class 68 contains 12017 members 
Mstep: Class 69 contains 1115 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10718 members 
Mstep: Class 72 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504816.000000 Penalty: 248604.390625
Iteration 213Q: 73 clusters Score -1.345048e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42666 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242516 members 
Mstep: Class 6 contains 21616 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 20561 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40945 members 
Mstep: Class 12 contains 10170 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134185 members 
Mstep: Class 16 contains 68665 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37264 members 
Mstep: Class 21 contains 51799 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 10207 members 
Mstep: Class 31 contains 29655 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 7812 members 
Mstep: Class 34 contains 41902 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14181 members 
Mstep: Class 37 contains 11888 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7400 members 
Mstep: Class 40 contains 8761 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7896 members 
Mstep: Class 43 contains 11553 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13750 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5512 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10643 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4106 members 
Mstep: Class 58 contains 3803 members 
Mstep: Class 59 contains 9581 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3417 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1277 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2812 members 
Mstep: Class 67 contains 3297 members 
Mstep: Class 68 contains 12014 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10741 members 
Mstep: Class 72 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134504976.000000 Penalty: 248604.390625
Iteration 214Q: 73 clusters Score -1.34505e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42643 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242517 members 
Mstep: Class 6 contains 21617 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20544 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 15 contains 134191 members 
Mstep: Class 16 contains 68661 members 
Mstep: Class 17 contains 13355 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37263 members 
Mstep: Class 21 contains 51799 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6307 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 29666 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 7824 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14180 members 
Mstep: Class 37 contains 11893 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7876 members 
Mstep: Class 43 contains 11555 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13703 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5512 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10644 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4105 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9594 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3415 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1277 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2832 members 
Mstep: Class 67 contains 3298 members 
Mstep: Class 68 contains 12012 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10774 members 
Mstep: Class 72 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505104.000000 Penalty: 248604.390625
Iteration 215Q: 73 clusters Score -1.345051e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42619 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242518 members 
Mstep: Class 6 contains 21617 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20521 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 134196 members 
Mstep: Class 16 contains 68660 members 
Mstep: Class 17 contains 13356 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37263 members 
Mstep: Class 21 contains 51805 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 10210 members 
Mstep: Class 31 contains 29684 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7829 members 
Mstep: Class 34 contains 41911 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14180 members 
Mstep: Class 37 contains 11892 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 11560 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13664 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5511 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10651 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4103 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9613 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3413 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2847 members 
Mstep: Class 67 contains 3298 members 
Mstep: Class 68 contains 12012 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10797 members 
Mstep: Class 72 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505184.000000 Penalty: 248604.390625
Iteration 216Q: 73 clusters Score -1.345052e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42593 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242520 members 
Mstep: Class 6 contains 21633 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40949 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134202 members 
Mstep: Class 16 contains 68657 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37262 members 
Mstep: Class 21 contains 51817 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 29695 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7835 members 
Mstep: Class 34 contains 41909 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14181 members 
Mstep: Class 37 contains 11887 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7844 members 
Mstep: Class 43 contains 11560 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13630 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10656 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4103 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9636 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7462 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2860 members 
Mstep: Class 67 contains 3298 members 
Mstep: Class 68 contains 12013 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10819 members 
Mstep: Class 72 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505200.000000 Penalty: 248604.390625
Iteration 217Q: 73 clusters Score -1.345052e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42565 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242525 members 
Mstep: Class 6 contains 21636 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20476 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10126 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134212 members 
Mstep: Class 16 contains 68653 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37261 members 
Mstep: Class 21 contains 51823 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5704 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10212 members 
Mstep: Class 31 contains 29704 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7847 members 
Mstep: Class 34 contains 41911 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14182 members 
Mstep: Class 37 contains 11888 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8765 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7832 members 
Mstep: Class 43 contains 11560 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13606 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1526 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10657 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4101 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9648 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7463 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2877 members 
Mstep: Class 67 contains 3301 members 
Mstep: Class 68 contains 12013 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10834 members 
Mstep: Class 72 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505008.000000 Penalty: 248604.390625
Iteration 218Q: 73 clusters Score -1.34505e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42541 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242526 members 
Mstep: Class 6 contains 21646 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20452 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 15 contains 134221 members 
Mstep: Class 16 contains 68651 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37259 members 
Mstep: Class 21 contains 51831 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10212 members 
Mstep: Class 31 contains 29713 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 41913 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11881 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7817 members 
Mstep: Class 43 contains 11561 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13579 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1526 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10659 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4100 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9664 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7464 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2891 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12011 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3183 members 
Mstep: Class 71 contains 10844 members 
Mstep: Class 72 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505152.000000 Penalty: 248604.390625
Iteration 219Q: 73 clusters Score -1.345052e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42528 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242524 members 
Mstep: Class 6 contains 21654 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20432 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 15 contains 134217 members 
Mstep: Class 16 contains 68650 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37258 members 
Mstep: Class 21 contains 51837 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10214 members 
Mstep: Class 31 contains 29714 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7863 members 
Mstep: Class 34 contains 41916 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11883 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7802 members 
Mstep: Class 43 contains 11561 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13554 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4362 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1525 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10664 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4097 members 
Mstep: Class 58 contains 3804 members 
Mstep: Class 59 contains 9684 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7465 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2906 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12009 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3184 members 
Mstep: Class 71 contains 10858 members 
Mstep: Class 72 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505296.000000 Penalty: 248604.390625
Iteration 220F: 73 clusters Score -1.345053e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42520 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242527 members 
Mstep: Class 6 contains 21662 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20419 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10130 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 15 contains 134217 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37256 members 
Mstep: Class 21 contains 51844 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29718 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7859 members 
Mstep: Class 34 contains 41917 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11880 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 11563 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13528 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5511 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1524 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10665 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4097 members 
Mstep: Class 58 contains 3805 members 
Mstep: Class 59 contains 9692 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7467 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2920 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12008 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3185 members 
Mstep: Class 71 contains 10877 members 
Mstep: Class 72 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505296.000000 Penalty: 248604.390625
Iteration 221Q: 73 clusters Score -1.345053e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42515 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242527 members 
Mstep: Class 6 contains 21669 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20399 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40945 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35569 members 
Mstep: Class 15 contains 134216 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37253 members 
Mstep: Class 21 contains 51849 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 29729 members 
Mstep: Class 32 contains 5954 members 
Mstep: Class 33 contains 7854 members 
Mstep: Class 34 contains 41916 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11883 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7780 members 
Mstep: Class 43 contains 11566 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13495 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5512 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1524 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10669 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4094 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9702 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3414 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1276 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2927 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10891 members 
Mstep: Class 72 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505232.000000 Penalty: 248604.390625
Iteration 222Q: 73 clusters Score -1.345052e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42496 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242530 members 
Mstep: Class 6 contains 21682 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20387 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134219 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37250 members 
Mstep: Class 21 contains 51853 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 615 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29741 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 7850 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14186 members 
Mstep: Class 37 contains 11883 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7776 members 
Mstep: Class 43 contains 11567 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13470 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5513 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1525 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10668 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4094 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9709 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3412 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1277 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2931 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10905 members 
Mstep: Class 72 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505216.000000 Penalty: 248604.390625
Iteration 223Q: 73 clusters Score -1.345052e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42479 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242529 members 
Mstep: Class 6 contains 21695 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20364 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134226 members 
Mstep: Class 16 contains 68647 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37250 members 
Mstep: Class 21 contains 51858 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10214 members 
Mstep: Class 31 contains 29750 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 7847 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11881 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8763 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7769 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13445 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1524 members 
Mstep: Class 52 contains 3588 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10668 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4093 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9726 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3412 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1278 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2937 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1116 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10921 members 
Mstep: Class 72 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505232.000000 Penalty: 248604.390625
Iteration 224Q: 73 clusters Score -1.345052e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42472 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242527 members 
Mstep: Class 6 contains 21704 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20350 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40948 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35567 members 
Mstep: Class 15 contains 134232 members 
Mstep: Class 16 contains 68647 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37249 members 
Mstep: Class 21 contains 51866 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 613 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10214 members 
Mstep: Class 31 contains 29746 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7851 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11880 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7764 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13430 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5517 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4090 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9734 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3411 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2943 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1113 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10929 members 
Mstep: Class 72 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505312.000000 Penalty: 248604.390625
Iteration 225Q: 73 clusters Score -1.345053e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42461 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242526 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20340 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134233 members 
Mstep: Class 16 contains 68646 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37249 members 
Mstep: Class 21 contains 51876 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10213 members 
Mstep: Class 31 contains 29753 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7853 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11873 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7761 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1522 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4085 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9742 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2946 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1112 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10932 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505344.000000 Penalty: 248604.390625
Iteration 226Q: 73 clusters Score -1.345053e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42450 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242524 members 
Mstep: Class 6 contains 21718 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20328 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134236 members 
Mstep: Class 16 contains 68644 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37247 members 
Mstep: Class 21 contains 51883 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10213 members 
Mstep: Class 31 contains 29758 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 7850 members 
Mstep: Class 34 contains 41914 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11872 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8764 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7756 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13409 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4085 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9750 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3408 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2952 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12007 members 
Mstep: Class 69 contains 1110 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10942 members 
Mstep: Class 72 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505264.000000 Penalty: 248604.390625
Iteration 227Q: 73 clusters Score -1.345053e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42439 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242522 members 
Mstep: Class 6 contains 21726 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 20324 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35565 members 
Mstep: Class 15 contains 134239 members 
Mstep: Class 16 contains 68642 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 16421 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51886 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10213 members 
Mstep: Class 31 contains 29761 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 7856 members 
Mstep: Class 34 contains 41913 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11871 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8763 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7750 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10676 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4085 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9756 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3407 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2958 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12006 members 
Mstep: Class 69 contains 1111 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10951 members 
Mstep: Class 72 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505312.000000 Penalty: 248604.390625
Iteration 228Q: 73 clusters Score -1.345053e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42425 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242521 members 
Mstep: Class 6 contains 21729 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 20319 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 134242 members 
Mstep: Class 16 contains 68641 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37246 members 
Mstep: Class 21 contains 51890 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10212 members 
Mstep: Class 31 contains 29772 members 
Mstep: Class 32 contains 5961 members 
Mstep: Class 33 contains 7860 members 
Mstep: Class 34 contains 41913 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11866 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 8763 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7746 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13386 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4086 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9762 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3406 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2963 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1113 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10955 members 
Mstep: Class 72 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505264.000000 Penalty: 248604.390625
Iteration 229Q: 73 clusters Score -1.345053e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242524 members 
Mstep: Class 6 contains 21732 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35563 members 
Mstep: Class 15 contains 134242 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 16418 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37246 members 
Mstep: Class 21 contains 51892 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5706 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 29780 members 
Mstep: Class 32 contains 5961 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 41913 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11862 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8761 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7740 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13379 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9767 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3406 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2970 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1114 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10963 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505264.000000 Penalty: 248604.390625
Iteration 230Q: 73 clusters Score -1.345053e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42407 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242525 members 
Mstep: Class 6 contains 21738 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 20308 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10154 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35564 members 
Mstep: Class 15 contains 134244 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37247 members 
Mstep: Class 21 contains 51890 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 29782 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 41913 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 11855 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7734 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13372 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10680 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9774 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3407 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2976 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1114 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10967 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505264.000000 Penalty: 248604.390625
Iteration 231Q: 73 clusters Score -1.345053e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42395 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242527 members 
Mstep: Class 6 contains 21745 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20306 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35567 members 
Mstep: Class 15 contains 134246 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16417 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37247 members 
Mstep: Class 21 contains 51890 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10210 members 
Mstep: Class 31 contains 29789 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7860 members 
Mstep: Class 34 contains 41912 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11850 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7728 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13370 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10679 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9778 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3408 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2983 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1114 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10971 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505152.000000 Penalty: 248604.390625
Iteration 232Q: 73 clusters Score -1.345052e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42386 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242531 members 
Mstep: Class 6 contains 21752 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 20302 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35567 members 
Mstep: Class 15 contains 134245 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37246 members 
Mstep: Class 21 contains 51892 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10210 members 
Mstep: Class 31 contains 29795 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7860 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11845 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7722 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13364 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10678 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9780 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2988 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1115 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10975 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505104.000000 Penalty: 248604.390625
Iteration 233Q: 73 clusters Score -1.345051e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42378 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242532 members 
Mstep: Class 6 contains 21763 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20297 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10159 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37244 members 
Mstep: Class 21 contains 51892 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10209 members 
Mstep: Class 31 contains 29799 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7854 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11844 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7721 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13356 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10677 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9781 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2989 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1115 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10982 members 
Mstep: Class 72 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505072.000000 Penalty: 248604.390625
Iteration 234Q: 73 clusters Score -1.345051e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42372 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242532 members 
Mstep: Class 6 contains 21771 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20295 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37244 members 
Mstep: Class 21 contains 51894 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10209 members 
Mstep: Class 31 contains 29799 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7850 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11844 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7714 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9782 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 2996 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1116 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10991 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505232.000000 Penalty: 248604.390625
Iteration 235Q: 73 clusters Score -1.345052e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242532 members 
Mstep: Class 6 contains 21776 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20291 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10168 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35570 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10211 members 
Mstep: Class 31 contains 29805 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7853 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11841 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7706 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13335 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9785 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3003 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10993 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505200.000000 Penalty: 248604.390625
Iteration 236Q: 73 clusters Score -1.345052e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42367 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242531 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20287 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51892 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10214 members 
Mstep: Class 31 contains 29805 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7858 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11841 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7702 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13327 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9787 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3007 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12005 members 
Mstep: Class 69 contains 1117 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 10996 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505136.000000 Penalty: 248604.390625
Iteration 237Q: 73 clusters Score -1.345051e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42364 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 242528 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20283 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40945 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 29809 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7693 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13320 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9790 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3014 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11000 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505104.000000 Penalty: 248604.390625
Iteration 238Q: 73 clusters Score -1.345051e+08 nChanged 48
Entering ConstructFrom: 
Score: -134505104.000000 Penalty: 248604.390625
Entering ConstructFrom: 
Trying to split cluster 1 (28132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Entering Unmasked Estep 
Score: -3514740.500000 Penalty: 2540.676514
	Iteration 0F: 2 clusters Score -3514740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3495259.250000 Penalty: 5081.353027
	Iteration 0F: 3 clusters Score -3495259 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3502299.750000 Penalty: 5081.353027
	Iteration 1F: 3 clusters Score -3502300 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3502977.750000 Penalty: 5081.353027
	Iteration 2F: 3 clusters Score -3502978 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3503774.000000 Penalty: 5081.353027
	Iteration 3F: 3 clusters Score -3503774 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3504790.750000 Penalty: 5081.353027
	Iteration 4F: 3 clusters Score -3504791 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3506169.250000 Penalty: 5081.353027
	Iteration 5F: 3 clusters Score -3506169 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3507882.500000 Penalty: 5081.353027
	Iteration 6F: 3 clusters Score -3507882 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3509560.500000 Penalty: 5081.353027
	Iteration 7F: 3 clusters Score -3509560 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3510896.750000 Penalty: 5081.353027
	Iteration 8Q: 3 clusters Score -3510897 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3511619.500000 Penalty: 5081.353027
	Iteration 9Q: 3 clusters Score -3511620 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3512010.750000 Penalty: 5081.353027
	Iteration 10Q: 3 clusters Score -3512011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3512184.000000 Penalty: 5081.353027
	Iteration 11Q: 3 clusters Score -3512184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3512293.000000 Penalty: 5081.353027
	Iteration 12Q: 3 clusters Score -3512293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3512376.500000 Penalty: 5081.353027
	Iteration 13Q: 3 clusters Score -3512376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3512435.750000 Penalty: 5081.353027
	Iteration 14Q: 3 clusters Score -3512436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3512484.000000 Penalty: 5081.353027
	Iteration 15Q: 3 clusters Score -3512484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3512503.750000 Penalty: 5081.353027
	Iteration 16Q: 3 clusters Score -3512504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3512521.000000 Penalty: 5081.353027
	Iteration 17Q: 3 clusters Score -3512521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3512526.000000 Penalty: 5081.353027
	Iteration 18Q: 3 clusters Score -3512526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3512526.000000 Penalty: 5081.353027
	Iteration 19Q: 3 clusters Score -3512526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3512530.750000 Penalty: 5081.353027
	Iteration 20F: 3 clusters Score -3512531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -327689.312500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -327689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -324617.281250 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -324617.3 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -325364.000000 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -325364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -325677.656250 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -325677.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -325910.937500 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -325910.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326125.125000 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -326125.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -326298.281250 Penalty: 3922.560059
	Iteration 5F: 3 clusters Score -326298.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -326442.562500 Penalty: 3922.560059
	Iteration 6F: 3 clusters Score -326442.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -326529.156250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -326529.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -326594.218750 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -326594.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -326636.156250 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -326636.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -326663.437500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -326663.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326683.656250 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -326683.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -326696.343750 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -326696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -326701.000000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -326701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -326704.093750 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -326704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -326708.531250 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -326708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -326715.156250 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -326715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -326718.062500 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -326718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -326719.718750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -326719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -326719.718750 Penalty: 3922.560059
	Iteration 19F: 3 clusters Score -326719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Entering Unmasked Estep 
Score: -5265191.000000 Penalty: 2642.187744
	Iteration 0F: 2 clusters Score -5265191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5236668.500000 Penalty: 5284.375488
	Iteration 0F: 3 clusters Score -5236668 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5247315.500000 Penalty: 5284.375488
	Iteration 1F: 3 clusters Score -5247316 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5247943.000000 Penalty: 5284.375488
	Iteration 2Q: 3 clusters Score -5247943 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5248658.500000 Penalty: 5284.375488
	Iteration 3Q: 3 clusters Score -5248658 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5249503.000000 Penalty: 5284.375488
	Iteration 4Q: 3 clusters Score -5249503 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5250501.500000 Penalty: 5284.375488
	Iteration 5F: 3 clusters Score -5250502 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5251766.000000 Penalty: 5284.375488
	Iteration 6F: 3 clusters Score -5251766 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5253213.000000 Penalty: 5284.375488
	Iteration 7F: 3 clusters Score -5253213 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5254783.500000 Penalty: 5284.375488
	Iteration 8F: 3 clusters Score -5254784 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -5256521.000000 Penalty: 5284.375488
	Iteration 9F: 3 clusters Score -5256521 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5258136.000000 Penalty: 5284.375488
	Iteration 10Q: 3 clusters Score -5258136 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5259430.000000 Penalty: 5284.375488
	Iteration 11Q: 3 clusters Score -5259430 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5260368.000000 Penalty: 5284.375488
	Iteration 12Q: 3 clusters Score -5260368 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5260982.000000 Penalty: 5284.375488
	Iteration 13Q: 3 clusters Score -5260982 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5261432.000000 Penalty: 5284.375488
	Iteration 14Q: 3 clusters Score -5261432 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5261710.000000 Penalty: 5284.375488
	Iteration 15Q: 3 clusters Score -5261710 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5261948.500000 Penalty: 5284.375488
	Iteration 16Q: 3 clusters Score -5261948 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5262119.500000 Penalty: 5284.375488
	Iteration 17Q: 3 clusters Score -5262120 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5262258.000000 Penalty: 5284.375488
	Iteration 18Q: 3 clusters Score -5262258 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5262376.500000 Penalty: 5284.375488
	Iteration 19Q: 3 clusters Score -5262376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5262469.500000 Penalty: 5284.375488
	Iteration 20F: 3 clusters Score -5262470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5262537.500000 Penalty: 5284.375488
	Iteration 21Q: 3 clusters Score -5262538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5262616.000000 Penalty: 5284.375488
	Iteration 22Q: 3 clusters Score -5262616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5262665.000000 Penalty: 5284.375488
	Iteration 23Q: 3 clusters Score -5262665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5262702.500000 Penalty: 5284.375488
	Iteration 24Q: 3 clusters Score -5262702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5262735.000000 Penalty: 5284.375488
	Iteration 25Q: 3 clusters Score -5262735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5262743.500000 Penalty: 5284.375488
	Iteration 26Q: 3 clusters Score -5262744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5262763.500000 Penalty: 5284.375488
	Iteration 27Q: 3 clusters Score -5262764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5262780.000000 Penalty: 5284.375488
	Iteration 28Q: 3 clusters Score -5262780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5262801.500000 Penalty: 5284.375488
	Iteration 29Q: 3 clusters Score -5262802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5262819.000000 Penalty: 5284.375488
	Iteration 30Q: 3 clusters Score -5262819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5262835.500000 Penalty: 5284.375488
	Iteration 31Q: 3 clusters Score -5262836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5262839.500000 Penalty: 5284.375488
	Iteration 32Q: 3 clusters Score -5262840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5262862.500000 Penalty: 5284.375488
	Iteration 33Q: 3 clusters Score -5262862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5262889.500000 Penalty: 5284.375488
	Iteration 34Q: 3 clusters Score -5262890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -5262902.500000 Penalty: 5284.375488
	Iteration 35Q: 3 clusters Score -5262902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5262912.500000 Penalty: 5284.375488
	Iteration 36Q: 3 clusters Score -5262912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5262921.500000 Penalty: 5284.375488
	Iteration 37Q: 3 clusters Score -5262922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5262935.000000 Penalty: 5284.375488
	Iteration 38Q: 3 clusters Score -5262935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5262943.500000 Penalty: 5284.375488
	Iteration 39Q: 3 clusters Score -5262944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5262941.000000 Penalty: 5284.375488
	Iteration 40F: 3 clusters Score -5262941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5262942.500000 Penalty: 5284.375488
	Iteration 41Q: 3 clusters Score -5262942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5262953.000000 Penalty: 5284.375488
	Iteration 42Q: 3 clusters Score -5262953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5262956.000000 Penalty: 5284.375488
	Iteration 43Q: 3 clusters Score -5262956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5262955.000000 Penalty: 5284.375488
	Iteration 44Q: 3 clusters Score -5262955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5262960.500000 Penalty: 5284.375488
	Iteration 45Q: 3 clusters Score -5262960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5262963.000000 Penalty: 5284.375488
	Iteration 46Q: 3 clusters Score -5262963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5262965.000000 Penalty: 5284.375488
	Iteration 47Q: 3 clusters Score -5262965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5262973.000000 Penalty: 5284.375488
	Iteration 48Q: 3 clusters Score -5262973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5262978.000000 Penalty: 5284.375488
	Iteration 49Q: 3 clusters Score -5262978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5262985.000000 Penalty: 5284.375488
	Iteration 50Q: 3 clusters Score -5262985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5262990.000000 Penalty: 5284.375488
	Iteration 51Q: 3 clusters Score -5262990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5262990.000000 Penalty: 5284.375488
	Iteration 52Q: 3 clusters Score -5262990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5262990.000000 Penalty: 5284.375488
	Iteration 53F: 3 clusters Score -5262990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -1058759.625000 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -1058760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1051994.875000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -1051995 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1053818.250000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -1053818 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1054098.750000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -1054099 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1054358.375000 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -1054358 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1054630.750000 Penalty: 4492.828125
	Iteration 4F: 3 clusters Score -1054631 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1054935.750000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -1054936 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1055338.750000 Penalty: 4492.828125
	Iteration 6F: 3 clusters Score -1055339 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1055837.625000 Penalty: 4492.828125
	Iteration 7F: 3 clusters Score -1055838 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1056324.125000 Penalty: 4492.828125
	Iteration 8F: 3 clusters Score -1056324 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1056675.625000 Penalty: 4492.828125
	Iteration 9F: 3 clusters Score -1056676 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1056900.625000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -1056901 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1057030.250000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -1057030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1057114.875000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -1057115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1057170.500000 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -1057170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1057211.625000 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -1057212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1057235.750000 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -1057236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1057259.250000 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -1057259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1057274.250000 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -1057274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1057283.750000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -1057284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1057295.875000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -1057296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1057308.000000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -1057308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1057316.750000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -1057317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1057327.625000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -1057328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1057334.875000 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -1057335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1057337.000000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -1057337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1057342.750000 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -1057343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1057349.500000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -1057350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1057351.875000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -1057352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1057355.250000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -1057355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1057355.625000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -1057356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1057356.125000 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -1057356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1057356.500000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -1057356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1057355.625000 Penalty: 4492.828125
	Iteration 32Q: 3 clusters Score -1057356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1057356.125000 Penalty: 4492.828125
	Iteration 33Q: 3 clusters Score -1057356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1057355.750000 Penalty: 4492.828125
	Iteration 34Q: 3 clusters Score -1057356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1057356.500000 Penalty: 4492.828125
	Iteration 35Q: 3 clusters Score -1057356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1057357.375000 Penalty: 4492.828125
	Iteration 36Q: 3 clusters Score -1057357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1057357.375000 Penalty: 4492.828125
	Iteration 37F: 3 clusters Score -1057357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (242526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242526 members 
Entering Unmasked Estep 
Score: -30466070.000000 Penalty: 3074.918213
	Iteration 0F: 2 clusters Score -3.046607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -30323684.000000 Penalty: 6149.836426
	Iteration 0F: 3 clusters Score -3.032368e+07 nChanged 117216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124012 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -30393066.000000 Penalty: 6149.836426
	Iteration 1F: 3 clusters Score -3.039307e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -30394296.000000 Penalty: 6149.836426
	Iteration 2Q: 3 clusters Score -3.03943e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -30395844.000000 Penalty: 6149.836426
	Iteration 3Q: 3 clusters Score -3.039584e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -30398204.000000 Penalty: 6149.836426
	Iteration 4Q: 3 clusters Score -3.03982e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 105970 members 
Entering Unmasked Estep 
Score: -30402040.000000 Penalty: 6149.836426
	Iteration 5Q: 3 clusters Score -3.040204e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -30408224.000000 Penalty: 6149.836426
	Iteration 6Q: 3 clusters Score -3.040822e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -30417948.000000 Penalty: 6149.836426
	Iteration 7F: 3 clusters Score -3.041795e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -30429706.000000 Penalty: 6149.836426
	Iteration 8F: 3 clusters Score -3.042971e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -30440996.000000 Penalty: 6149.836426
	Iteration 9F: 3 clusters Score -3.0441e+07 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -30451340.000000 Penalty: 6149.836426
	Iteration 10F: 3 clusters Score -3.045134e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206365 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -30459370.000000 Penalty: 6149.836426
	Iteration 11Q: 3 clusters Score -3.045937e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214200 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -30465086.000000 Penalty: 6149.836426
	Iteration 12Q: 3 clusters Score -3.046509e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219448 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -30467784.000000 Penalty: 6149.836426
	Iteration 13Q: 3 clusters Score -3.046778e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222888 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -30469030.000000 Penalty: 6149.836426
	Iteration 14Q: 3 clusters Score -3.046903e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225224 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -30469336.000000 Penalty: 6149.836426
	Iteration 15Q: 3 clusters Score -3.046934e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226956 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -30469408.000000 Penalty: 6149.836426
	Iteration 16Q: 3 clusters Score -3.046941e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228324 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -30469302.000000 Penalty: 6149.836426
	Iteration 17Q: 3 clusters Score -3.04693e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229480 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -30469206.000000 Penalty: 6149.836426
	Iteration 18Q: 3 clusters Score -3.046921e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -30468974.000000 Penalty: 6149.836426
	Iteration 19Q: 3 clusters Score -3.046897e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231214 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -30468922.000000 Penalty: 6149.836426
	Iteration 20F: 3 clusters Score -3.046892e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231806 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -30468758.000000 Penalty: 6149.836426
	Iteration 21Q: 3 clusters Score -3.046876e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232347 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -30468528.000000 Penalty: 6149.836426
	Iteration 22Q: 3 clusters Score -3.046853e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232771 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -30468468.000000 Penalty: 6149.836426
	Iteration 23Q: 3 clusters Score -3.046847e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233135 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -30468406.000000 Penalty: 6149.836426
	Iteration 24Q: 3 clusters Score -3.046841e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233458 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -30468314.000000 Penalty: 6149.836426
	Iteration 25Q: 3 clusters Score -3.046831e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233719 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -30468262.000000 Penalty: 6149.836426
	Iteration 26Q: 3 clusters Score -3.046826e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233946 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -30468194.000000 Penalty: 6149.836426
	Iteration 27Q: 3 clusters Score -3.046819e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234125 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -30468142.000000 Penalty: 6149.836426
	Iteration 28Q: 3 clusters Score -3.046814e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234272 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -30468120.000000 Penalty: 6149.836426
	Iteration 29Q: 3 clusters Score -3.046812e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234414 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -30468026.000000 Penalty: 6149.836426
	Iteration 30Q: 3 clusters Score -3.046803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234549 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -30467970.000000 Penalty: 6149.836426
	Iteration 31Q: 3 clusters Score -3.046797e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234669 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -30467946.000000 Penalty: 6149.836426
	Iteration 32Q: 3 clusters Score -3.046795e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234778 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -30467882.000000 Penalty: 6149.836426
	Iteration 33Q: 3 clusters Score -3.046788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -30467904.000000 Penalty: 6149.836426
	Iteration 34Q: 3 clusters Score -3.04679e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234984 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -30467860.000000 Penalty: 6149.836426
	Iteration 35Q: 3 clusters Score -3.046786e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235070 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -30467848.000000 Penalty: 6149.836426
	Iteration 36Q: 3 clusters Score -3.046785e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235146 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -30467790.000000 Penalty: 6149.836426
	Iteration 37Q: 3 clusters Score -3.046779e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235216 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -30467780.000000 Penalty: 6149.836426
	Iteration 38Q: 3 clusters Score -3.046778e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235276 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -30467724.000000 Penalty: 6149.836426
	Iteration 39Q: 3 clusters Score -3.046772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235317 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -30467724.000000 Penalty: 6149.836426
	Iteration 40F: 3 clusters Score -3.046772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235368 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -30467706.000000 Penalty: 6149.836426
	Iteration 41Q: 3 clusters Score -3.046771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235417 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -30467722.000000 Penalty: 6149.836426
	Iteration 42Q: 3 clusters Score -3.046772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235479 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -30467706.000000 Penalty: 6149.836426
	Iteration 43Q: 3 clusters Score -3.046771e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235535 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -30467676.000000 Penalty: 6149.836426
	Iteration 44Q: 3 clusters Score -3.046768e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235590 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -30467644.000000 Penalty: 6149.836426
	Iteration 45Q: 3 clusters Score -3.046764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235641 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -30467622.000000 Penalty: 6149.836426
	Iteration 46Q: 3 clusters Score -3.046762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235684 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -30467630.000000 Penalty: 6149.836426
	Iteration 47Q: 3 clusters Score -3.046763e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235714 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -30467630.000000 Penalty: 6149.836426
	Iteration 48Q: 3 clusters Score -3.046763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235739 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -30467630.000000 Penalty: 6149.836426
	Iteration 49Q: 3 clusters Score -3.046763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235762 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -30467596.000000 Penalty: 6149.836426
	Iteration 50Q: 3 clusters Score -3.04676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235783 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -30467602.000000 Penalty: 6149.836426
	Iteration 51Q: 3 clusters Score -3.04676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235804 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -30467592.000000 Penalty: 6149.836426
	Iteration 52Q: 3 clusters Score -3.046759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235824 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -30467568.000000 Penalty: 6149.836426
	Iteration 53Q: 3 clusters Score -3.046757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235849 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -30467548.000000 Penalty: 6149.836426
	Iteration 54Q: 3 clusters Score -3.046755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235869 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -30467554.000000 Penalty: 6149.836426
	Iteration 55Q: 3 clusters Score -3.046755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235892 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -30467538.000000 Penalty: 6149.836426
	Iteration 56Q: 3 clusters Score -3.046754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235913 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -30467544.000000 Penalty: 6149.836426
	Iteration 57Q: 3 clusters Score -3.046754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235926 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -30467540.000000 Penalty: 6149.836426
	Iteration 58Q: 3 clusters Score -3.046754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235934 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -30467524.000000 Penalty: 6149.836426
	Iteration 59Q: 3 clusters Score -3.046752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235945 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -30467550.000000 Penalty: 6149.836426
	Iteration 60F: 3 clusters Score -3.046755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235959 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -30467528.000000 Penalty: 6149.836426
	Iteration 61Q: 3 clusters Score -3.046753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235970 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -30467532.000000 Penalty: 6149.836426
	Iteration 62Q: 3 clusters Score -3.046753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235986 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -30467530.000000 Penalty: 6149.836426
	Iteration 63Q: 3 clusters Score -3.046753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -30467522.000000 Penalty: 6149.836426
	Iteration 64Q: 3 clusters Score -3.046752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236014 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -30467498.000000 Penalty: 6149.836426
	Iteration 65Q: 3 clusters Score -3.04675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236026 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -30467476.000000 Penalty: 6149.836426
	Iteration 66Q: 3 clusters Score -3.046748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236045 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -30467488.000000 Penalty: 6149.836426
	Iteration 67Q: 3 clusters Score -3.046749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236070 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -30467500.000000 Penalty: 6149.836426
	Iteration 68Q: 3 clusters Score -3.04675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236082 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -30467472.000000 Penalty: 6149.836426
	Iteration 69Q: 3 clusters Score -3.046747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236097 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -30467476.000000 Penalty: 6149.836426
	Iteration 70Q: 3 clusters Score -3.046748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236112 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -30467454.000000 Penalty: 6149.836426
	Iteration 71Q: 3 clusters Score -3.046745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236123 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -30467454.000000 Penalty: 6149.836426
	Iteration 72Q: 3 clusters Score -3.046745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236133 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -30467462.000000 Penalty: 6149.836426
	Iteration 73Q: 3 clusters Score -3.046746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236141 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -30467466.000000 Penalty: 6149.836426
	Iteration 74Q: 3 clusters Score -3.046747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236144 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -30467466.000000 Penalty: 6149.836426
	Iteration 75Q: 3 clusters Score -3.046747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236148 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -30467470.000000 Penalty: 6149.836426
	Iteration 76Q: 3 clusters Score -3.046747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236151 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -30467460.000000 Penalty: 6149.836426
	Iteration 77Q: 3 clusters Score -3.046746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236155 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -30467466.000000 Penalty: 6149.836426
	Iteration 78Q: 3 clusters Score -3.046747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236158 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -30467474.000000 Penalty: 6149.836426
	Iteration 79Q: 3 clusters Score -3.046747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236163 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -30467456.000000 Penalty: 6149.836426
	Iteration 80F: 3 clusters Score -3.046746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236164 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -30467460.000000 Penalty: 6149.836426
	Iteration 81Q: 3 clusters Score -3.046746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236167 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -30467456.000000 Penalty: 6149.836426
	Iteration 82Q: 3 clusters Score -3.046746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236172 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -30467456.000000 Penalty: 6149.836426
	Iteration 83Q: 3 clusters Score -3.046746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236177 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -30467452.000000 Penalty: 6149.836426
	Iteration 84Q: 3 clusters Score -3.046745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236180 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -30467460.000000 Penalty: 6149.836426
	Iteration 85Q: 3 clusters Score -3.046746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236182 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -30467458.000000 Penalty: 6149.836426
	Iteration 86Q: 3 clusters Score -3.046746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236186 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -30467476.000000 Penalty: 6149.836426
	Iteration 87Q: 3 clusters Score -3.046748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236188 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -30467476.000000 Penalty: 6149.836426
	Iteration 88Q: 3 clusters Score -3.046748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236191 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -30467472.000000 Penalty: 6149.836426
	Iteration 89Q: 3 clusters Score -3.046747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236196 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -30467462.000000 Penalty: 6149.836426
	Iteration 90Q: 3 clusters Score -3.046746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236199 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -30467458.000000 Penalty: 6149.836426
	Iteration 91Q: 3 clusters Score -3.046746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236200 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -30467474.000000 Penalty: 6149.836426
	Iteration 92Q: 3 clusters Score -3.046747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236204 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -30467482.000000 Penalty: 6149.836426
	Iteration 93Q: 3 clusters Score -3.046748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236206 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -30467476.000000 Penalty: 6149.836426
	Iteration 94Q: 3 clusters Score -3.046748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236206 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -30467462.000000 Penalty: 6149.836426
	Iteration 95Q: 3 clusters Score -3.046746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236206 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -30467462.000000 Penalty: 6149.836426
	Iteration 96F: 3 clusters Score -3.046746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Entering Unmasked Estep 
Score: -134505776.000000 Penalty: 252057.234375
Splitting cluster 5 changes total score from -134505104.000000 to -134505776.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 6 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -2686005.750000 Penalty: 2477.186523
	Iteration 0F: 2 clusters Score -2686006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2670787.500000 Penalty: 4954.373047
	Iteration 0F: 3 clusters Score -2670788 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2675900.250000 Penalty: 4954.373047
	Iteration 1F: 3 clusters Score -2675900 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2676326.500000 Penalty: 4954.373047
	Iteration 2F: 3 clusters Score -2676326 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2676710.750000 Penalty: 4954.373047
	Iteration 3Q: 3 clusters Score -2676711 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2677186.250000 Penalty: 4954.373047
	Iteration 4Q: 3 clusters Score -2677186 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2677804.000000 Penalty: 4954.373047
	Iteration 5F: 3 clusters Score -2677804 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2678659.250000 Penalty: 4954.373047
	Iteration 6F: 3 clusters Score -2678659 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2679763.750000 Penalty: 4954.373047
	Iteration 7F: 3 clusters Score -2679764 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2680969.000000 Penalty: 4954.373047
	Iteration 8F: 3 clusters Score -2680969 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2682098.000000 Penalty: 4954.373047
	Iteration 9F: 3 clusters Score -2682098 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2682930.000000 Penalty: 4954.373047
	Iteration 10Q: 3 clusters Score -2682930 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2683400.000000 Penalty: 4954.373047
	Iteration 11Q: 3 clusters Score -2683400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2683629.000000 Penalty: 4954.373047
	Iteration 12Q: 3 clusters Score -2683629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2683757.250000 Penalty: 4954.373047
	Iteration 13Q: 3 clusters Score -2683757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2683828.500000 Penalty: 4954.373047
	Iteration 14Q: 3 clusters Score -2683828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2683899.500000 Penalty: 4954.373047
	Iteration 15Q: 3 clusters Score -2683900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2683933.750000 Penalty: 4954.373047
	Iteration 16Q: 3 clusters Score -2683934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2683958.500000 Penalty: 4954.373047
	Iteration 17Q: 3 clusters Score -2683958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2683977.750000 Penalty: 4954.373047
	Iteration 18Q: 3 clusters Score -2683978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2683983.250000 Penalty: 4954.373047
	Iteration 19Q: 3 clusters Score -2683983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2683998.750000 Penalty: 4954.373047
	Iteration 20F: 3 clusters Score -2683999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2684006.500000 Penalty: 4954.373047
	Iteration 21Q: 3 clusters Score -2684006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2684016.250000 Penalty: 4954.373047
	Iteration 22Q: 3 clusters Score -2684016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2684018.750000 Penalty: 4954.373047
	Iteration 23Q: 3 clusters Score -2684019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2684017.000000 Penalty: 4954.373047
	Iteration 24Q: 3 clusters Score -2684017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2684017.000000 Penalty: 4954.373047
	Iteration 25F: 3 clusters Score -2684017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -35187.246094 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -35187.25 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 147 members 
Entering Unmasked Estep 
Score: -34080.410156 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -34080.41 nChanged 60
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: -34303.496094 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -34303.5 nChanged 20
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: -34348.140625 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -34348.14 nChanged 9
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: -34380.789062 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -34380.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34425.394531 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -34425.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34443.890625 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -34443.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34453.148438 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -34453.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34453.148438 Penalty: 2812.260986
	Iteration 7F: 3 clusters Score -34453.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -317319.187500 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -317319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -314725.156250 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -314725.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -315208.437500 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -315208.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -315464.218750 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -315464.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315751.031250 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -315751 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -315939.000000 Penalty: 3756.216553
	Iteration 4F: 3 clusters Score -315939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -316045.187500 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -316045.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -316114.375000 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -316114.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -316176.906250 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -316176.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316236.031250 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -316236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -316311.843750 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -316311.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -316373.562500 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -316373.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -316437.062500 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -316437.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -316505.281250 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -316505.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316538.281250 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -316538.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316557.406250 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -316557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316569.812500 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -316569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -316578.093750 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -316578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -316583.625000 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -316583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316591.250000 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -316591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316595.968750 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -316596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -316601.156250 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -316601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316603.687500 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -316603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316603.687500 Penalty: 3756.216553
	Iteration 22F: 3 clusters Score -316603.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -2488820.500000 Penalty: 2459.500732
	Iteration 0F: 2 clusters Score -2488820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2474563.000000 Penalty: 4919.001465
	Iteration 0F: 3 clusters Score -2474563 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2479295.000000 Penalty: 4919.001465
	Iteration 1F: 3 clusters Score -2479295 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2479758.250000 Penalty: 4919.001465
	Iteration 2F: 3 clusters Score -2479758 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2480224.000000 Penalty: 4919.001465
	Iteration 3F: 3 clusters Score -2480224 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2480746.500000 Penalty: 4919.001465
	Iteration 4F: 3 clusters Score -2480746 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2481351.000000 Penalty: 4919.001465
	Iteration 5F: 3 clusters Score -2481351 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2481985.750000 Penalty: 4919.001465
	Iteration 6F: 3 clusters Score -2481986 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2482634.250000 Penalty: 4919.001465
	Iteration 7F: 3 clusters Score -2482634 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2483202.250000 Penalty: 4919.001465
	Iteration 8F: 3 clusters Score -2483202 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2483719.750000 Penalty: 4919.001465
	Iteration 9Q: 3 clusters Score -2483720 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2484164.250000 Penalty: 4919.001465
	Iteration 10Q: 3 clusters Score -2484164 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2484576.500000 Penalty: 4919.001465
	Iteration 11Q: 3 clusters Score -2484576 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2484952.750000 Penalty: 4919.001465
	Iteration 12Q: 3 clusters Score -2484953 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2485395.750000 Penalty: 4919.001465
	Iteration 13Q: 3 clusters Score -2485396 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2485825.500000 Penalty: 4919.001465
	Iteration 14Q: 3 clusters Score -2485826 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2486189.750000 Penalty: 4919.001465
	Iteration 15Q: 3 clusters Score -2486190 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2486428.750000 Penalty: 4919.001465
	Iteration 16Q: 3 clusters Score -2486429 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2486596.000000 Penalty: 4919.001465
	Iteration 17Q: 3 clusters Score -2486596 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2486743.500000 Penalty: 4919.001465
	Iteration 18Q: 3 clusters Score -2486744 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2486857.500000 Penalty: 4919.001465
	Iteration 19Q: 3 clusters Score -2486858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2486949.250000 Penalty: 4919.001465
	Iteration 20F: 3 clusters Score -2486949 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2487042.500000 Penalty: 4919.001465
	Iteration 21Q: 3 clusters Score -2487042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2487131.250000 Penalty: 4919.001465
	Iteration 22Q: 3 clusters Score -2487131 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2487222.750000 Penalty: 4919.001465
	Iteration 23Q: 3 clusters Score -2487223 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2487300.000000 Penalty: 4919.001465
	Iteration 24Q: 3 clusters Score -2487300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2487422.500000 Penalty: 4919.001465
	Iteration 25Q: 3 clusters Score -2487422 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2487559.000000 Penalty: 4919.001465
	Iteration 26Q: 3 clusters Score -2487559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2487726.000000 Penalty: 4919.001465
	Iteration 27Q: 3 clusters Score -2487726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2487888.750000 Penalty: 4919.001465
	Iteration 28Q: 3 clusters Score -2487889 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2488078.250000 Penalty: 4919.001465
	Iteration 29Q: 3 clusters Score -2488078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2488224.250000 Penalty: 4919.001465
	Iteration 30Q: 3 clusters Score -2488224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2488313.750000 Penalty: 4919.001465
	Iteration 31Q: 3 clusters Score -2488314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2488390.750000 Penalty: 4919.001465
	Iteration 32Q: 3 clusters Score -2488391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2488433.750000 Penalty: 4919.001465
	Iteration 33Q: 3 clusters Score -2488434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2488463.250000 Penalty: 4919.001465
	Iteration 34Q: 3 clusters Score -2488463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2488470.750000 Penalty: 4919.001465
	Iteration 35Q: 3 clusters Score -2488471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2488475.000000 Penalty: 4919.001465
	Iteration 36Q: 3 clusters Score -2488475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2488484.750000 Penalty: 4919.001465
	Iteration 37Q: 3 clusters Score -2488485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2488486.750000 Penalty: 4919.001465
	Iteration 38Q: 3 clusters Score -2488487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2488489.500000 Penalty: 4919.001465
	Iteration 39Q: 3 clusters Score -2488490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2488490.250000 Penalty: 4919.001465
	Iteration 40F: 3 clusters Score -2488490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2488486.750000 Penalty: 4919.001465
	Iteration 41Q: 3 clusters Score -2488487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2488492.750000 Penalty: 4919.001465
	Iteration 42Q: 3 clusters Score -2488493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2488499.750000 Penalty: 4919.001465
	Iteration 43Q: 3 clusters Score -2488500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2488505.750000 Penalty: 4919.001465
	Iteration 44Q: 3 clusters Score -2488506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2488506.000000 Penalty: 4919.001465
	Iteration 45Q: 3 clusters Score -2488506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2488506.000000 Penalty: 4919.001465
	Iteration 46Q: 3 clusters Score -2488506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2488509.000000 Penalty: 4919.001465
	Iteration 47Q: 3 clusters Score -2488509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2488507.500000 Penalty: 4919.001465
	Iteration 48Q: 3 clusters Score -2488508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2488511.250000 Penalty: 4919.001465
	Iteration 49Q: 3 clusters Score -2488511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2488510.750000 Penalty: 4919.001465
	Iteration 50Q: 3 clusters Score -2488511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2488512.750000 Penalty: 4919.001465
	Iteration 51Q: 3 clusters Score -2488513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2488512.750000 Penalty: 4919.001465
	Iteration 52F: 3 clusters Score -2488513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -144904.312500 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -144904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142790.156250 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -142790.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143086.656250 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -143086.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143179.828125 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -143179.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143229.937500 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -143229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143259.843750 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -143259.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143292.500000 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -143292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143305.390625 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -143305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143312.640625 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -143312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143315.578125 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -143315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143319.546875 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -143319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143321.703125 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -143321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143321.703125 Penalty: 3512.944092
	Iteration 11F: 3 clusters Score -143321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Entering Unmasked Estep 
Score: -5087450.000000 Penalty: 2633.768555
	Iteration 0F: 2 clusters Score -5087450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5059562.500000 Penalty: 5267.537109
	Iteration 0F: 3 clusters Score -5059562 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5070024.000000 Penalty: 5267.537109
	Iteration 1F: 3 clusters Score -5070024 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5070600.000000 Penalty: 5267.537109
	Iteration 2Q: 3 clusters Score -5070600 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5071166.000000 Penalty: 5267.537109
	Iteration 3Q: 3 clusters Score -5071166 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5071730.500000 Penalty: 5267.537109
	Iteration 4Q: 3 clusters Score -5071730 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5072324.000000 Penalty: 5267.537109
	Iteration 5Q: 3 clusters Score -5072324 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5073014.000000 Penalty: 5267.537109
	Iteration 6Q: 3 clusters Score -5073014 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5073733.500000 Penalty: 5267.537109
	Iteration 7Q: 3 clusters Score -5073734 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5074542.500000 Penalty: 5267.537109
	Iteration 8Q: 3 clusters Score -5074542 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -5075472.000000 Penalty: 5267.537109
	Iteration 9Q: 3 clusters Score -5075472 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5076536.000000 Penalty: 5267.537109
	Iteration 10Q: 3 clusters Score -5076536 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5077620.000000 Penalty: 5267.537109
	Iteration 11Q: 3 clusters Score -5077620 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -5078686.000000 Penalty: 5267.537109
	Iteration 12Q: 3 clusters Score -5078686 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5079523.000000 Penalty: 5267.537109
	Iteration 13Q: 3 clusters Score -5079523 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5080114.500000 Penalty: 5267.537109
	Iteration 14Q: 3 clusters Score -5080114 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5080522.000000 Penalty: 5267.537109
	Iteration 15Q: 3 clusters Score -5080522 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5080838.500000 Penalty: 5267.537109
	Iteration 16Q: 3 clusters Score -5080838 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5081119.500000 Penalty: 5267.537109
	Iteration 17Q: 3 clusters Score -5081120 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5081330.500000 Penalty: 5267.537109
	Iteration 18Q: 3 clusters Score -5081330 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5081502.000000 Penalty: 5267.537109
	Iteration 19Q: 3 clusters Score -5081502 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5081663.000000 Penalty: 5267.537109
	Iteration 20F: 3 clusters Score -5081663 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5081822.500000 Penalty: 5267.537109
	Iteration 21Q: 3 clusters Score -5081822 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5081985.500000 Penalty: 5267.537109
	Iteration 22Q: 3 clusters Score -5081986 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5082083.500000 Penalty: 5267.537109
	Iteration 23Q: 3 clusters Score -5082084 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5082198.000000 Penalty: 5267.537109
	Iteration 24Q: 3 clusters Score -5082198 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -5082322.500000 Penalty: 5267.537109
	Iteration 25Q: 3 clusters Score -5082322 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5082426.000000 Penalty: 5267.537109
	Iteration 26Q: 3 clusters Score -5082426 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5082515.000000 Penalty: 5267.537109
	Iteration 27Q: 3 clusters Score -5082515 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5082613 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5082710 nChanged 337
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Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5082814 nChanged 323
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Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5082894 nChanged 341
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Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5082981 nChanged 362
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Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5083137 nChanged 358
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Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5083225 nChanged 327
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Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5083326 nChanged 316
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Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5083410 nChanged 359
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Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 27691 members 
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	Iteration 37Q: 3 clusters Score -5083508 nChanged 370
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Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5083636 nChanged 348
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Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5083762 nChanged 355
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Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5083870 nChanged 337
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Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5083942 nChanged 303
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5084022 nChanged 275
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Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5084096 nChanged 231
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Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5084142 nChanged 210
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Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5084148 nChanged 174
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Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 30054 members 
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	Iteration 46Q: 3 clusters Score -5084206 nChanged 150
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Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 30200 members 
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	Iteration 47Q: 3 clusters Score -5084242 nChanged 147
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Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5084264 nChanged 147
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Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5084271 nChanged 147
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5084304 nChanged 147
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5084324 nChanged 138
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Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5084351 nChanged 145
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Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5084360 nChanged 141
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5084392 nChanged 151
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Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 31341 members 
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	Iteration 55Q: 3 clusters Score -5084414 nChanged 142
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Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 31483 members 
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	Iteration 56Q: 3 clusters Score -5084448 nChanged 139
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 31622 members 
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	Iteration 57Q: 3 clusters Score -5084476 nChanged 145
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5084539 nChanged 182
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Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5084601 nChanged 199
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Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5084656 nChanged 225
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Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 32761 members 
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	Iteration 63Q: 3 clusters Score -5084930 nChanged 285
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Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5085101 nChanged 275
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 33263 members 
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	Iteration 65Q: 3 clusters Score -5085252 nChanged 288
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Mstep: Class 1 contains 7424 members 
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	Iteration 66Q: 3 clusters Score -5085384 nChanged 272
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Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5085462 nChanged 237
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 33940 members 
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	Iteration 68Q: 3 clusters Score -5085509 nChanged 210
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Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 34122 members 
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	Iteration 69Q: 3 clusters Score -5085586 nChanged 151
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Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5085638 nChanged 151
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Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5085644 nChanged 124
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 34534 members 
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	Iteration 72Q: 3 clusters Score -5085676 nChanged 125
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Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 34651 members 
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	Iteration 73Q: 3 clusters Score -5085690 nChanged 105
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Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 34750 members 
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	Iteration 74Q: 3 clusters Score -5085710 nChanged 102
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Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5085740 nChanged 79
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Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5085744 nChanged 84
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Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 34989 members 
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	Iteration 77Q: 3 clusters Score -5085756 nChanged 73
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 35060 members 
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	Iteration 78Q: 3 clusters Score -5085763 nChanged 59
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Mstep: Class 1 contains 5830 members 
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	Iteration 79Q: 3 clusters Score -5085770 nChanged 50
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Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5085766 nChanged 41
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Mstep: Class 1 contains 5747 members 
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	Iteration 81Q: 3 clusters Score -5085790 nChanged 49
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Mstep: Class 1 contains 5700 members 
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	Iteration 82Q: 3 clusters Score -5085787 nChanged 42
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Mstep: Class 1 contains 5658 members 
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	Iteration 83Q: 3 clusters Score -5085787 nChanged 30
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Mstep: Class 1 contains 5630 members 
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	Iteration 84Q: 3 clusters Score -5085791 nChanged 23
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Mstep: Class 1 contains 5607 members 
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	Iteration 85Q: 3 clusters Score -5085802 nChanged 28
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Mstep: Class 1 contains 5581 members 
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	Iteration 86Q: 3 clusters Score -5085796 nChanged 21
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Mstep: Class 1 contains 5562 members 
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	Iteration 87Q: 3 clusters Score -5085790 nChanged 18
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Mstep: Class 1 contains 5544 members 
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	Iteration 88Q: 3 clusters Score -5085787 nChanged 12
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Mstep: Class 1 contains 5532 members 
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	Iteration 89Q: 3 clusters Score -5085798 nChanged 11
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Mstep: Class 1 contains 5521 members 
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	Iteration 90Q: 3 clusters Score -5085790 nChanged 14
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Mstep: Class 1 contains 5507 members 
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	Iteration 91Q: 3 clusters Score -5085798 nChanged 13
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Mstep: Class 1 contains 5494 members 
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	Iteration 93Q: 3 clusters Score -5085791 nChanged 13
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Mstep: Class 1 contains 5471 members 
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	Iteration 94Q: 3 clusters Score -5085792 nChanged 17
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	Iteration 95Q: 3 clusters Score -5085804 nChanged 17
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Mstep: Class 1 contains 5439 members 
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	Iteration 96Q: 3 clusters Score -5085806 nChanged 12
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Mstep: Class 1 contains 5427 members 
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	Iteration 97Q: 3 clusters Score -5085806 nChanged 11
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Mstep: Class 1 contains 5418 members 
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	Iteration 98Q: 3 clusters Score -5085798 nChanged 12
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Mstep: Class 1 contains 5406 members 
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	Iteration 99Q: 3 clusters Score -5085794 nChanged 13
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Mstep: Class 1 contains 5393 members 
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	Iteration 100F: 3 clusters Score -5085794 nChanged 9
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Mstep: Class 1 contains 5384 members 
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	Iteration 101Q: 3 clusters Score -5085792 nChanged 10
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Mstep: Class 1 contains 5374 members 
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	Iteration 102Q: 3 clusters Score -5085796 nChanged 10
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Mstep: Class 1 contains 5364 members 
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	Iteration 103Q: 3 clusters Score -5085794 nChanged 13
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 35596 members 
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	Iteration 104Q: 3 clusters Score -5085798 nChanged 16
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Mstep: Class 1 contains 5335 members 
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	Iteration 105Q: 3 clusters Score -5085812 nChanged 8
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Mstep: Class 1 contains 5327 members 
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	Iteration 106Q: 3 clusters Score -5085810 nChanged 5
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5085813 nChanged 3
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	Iteration 108Q: 3 clusters Score -5085809 nChanged 7
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	Iteration 109Q: 3 clusters Score -5085811 nChanged 4
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	Iteration 110Q: 3 clusters Score -5085823 nChanged 4
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	Iteration 111Q: 3 clusters Score -5085824 nChanged 5
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Mstep: Class 1 contains 5299 members 
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	Iteration 112Q: 3 clusters Score -5085830 nChanged 4
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	Iteration 113Q: 3 clusters Score -5085824 nChanged 8
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	Iteration 114Q: 3 clusters Score -5085820 nChanged 9
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	Iteration 115Q: 3 clusters Score -5085826 nChanged 10
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	Iteration 116Q: 3 clusters Score -5085824 nChanged 11
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	Iteration 117Q: 3 clusters Score -5085823 nChanged 16
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	Iteration 118Q: 3 clusters Score -5085829 nChanged 16
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	Iteration 119Q: 3 clusters Score -5085830 nChanged 23
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	Iteration 120F: 3 clusters Score -5085825 nChanged 23
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	Iteration 121Q: 3 clusters Score -5085830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5085831.500000 Penalty: 5267.537109
	Iteration 122Q: 3 clusters Score -5085832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5085829.000000 Penalty: 5267.537109
	Iteration 123Q: 3 clusters Score -5085829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5085829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5085839.500000 Penalty: 5267.537109
	Iteration 125Q: 3 clusters Score -5085840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5085849.000000 Penalty: 5267.537109
	Iteration 126Q: 3 clusters Score -5085849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5085838.500000 Penalty: 5267.537109
	Iteration 127Q: 3 clusters Score -5085838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -5085843.500000 Penalty: 5267.537109
	Iteration 128Q: 3 clusters Score -5085844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5085851.500000 Penalty: 5267.537109
	Iteration 129Q: 3 clusters Score -5085852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -5085849.000000 Penalty: 5267.537109
	Iteration 130Q: 3 clusters Score -5085849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5085844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5085850.500000 Penalty: 5267.537109
	Iteration 132Q: 3 clusters Score -5085850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5085852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5085854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5085854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5085860.000000 Penalty: 5267.537109
	Iteration 136Q: 3 clusters Score -5085860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5085863.500000 Penalty: 5267.537109
	Iteration 137Q: 3 clusters Score -5085864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5085872.000000 Penalty: 5267.537109
	Iteration 138Q: 3 clusters Score -5085872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -5085870.500000 Penalty: 5267.537109
	Iteration 139Q: 3 clusters Score -5085870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5085864.500000 Penalty: 5267.537109
	Iteration 140F: 3 clusters Score -5085864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5085870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -5085875.500000 Penalty: 5267.537109
	Iteration 142Q: 3 clusters Score -5085876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5085877.500000 Penalty: 5267.537109
	Iteration 143Q: 3 clusters Score -5085878 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5085876 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5085871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5085880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5085874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5085876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5085876.500000 Penalty: 5267.537109
	Iteration 149Q: 3 clusters Score -5085876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -5085885.000000 Penalty: 5267.537109
	Iteration 150Q: 3 clusters Score -5085885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5085878.000000 Penalty: 5267.537109
	Iteration 151Q: 3 clusters Score -5085878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5085873.500000 Penalty: 5267.537109
	Iteration 152Q: 3 clusters Score -5085874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5085875.500000 Penalty: 5267.537109
	Iteration 153Q: 3 clusters Score -5085876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5085881.500000 Penalty: 5267.537109
	Iteration 154Q: 3 clusters Score -5085882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5085884.500000 Penalty: 5267.537109
	Iteration 155Q: 3 clusters Score -5085884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5085887.000000 Penalty: 5267.537109
	Iteration 156Q: 3 clusters Score -5085887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5085891.000000 Penalty: 5267.537109
	Iteration 157Q: 3 clusters Score -5085891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 158Q: 3 clusters Score -5085886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -5085886.500000 Penalty: 5267.537109
	Iteration 159Q: 3 clusters Score -5085886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 160F: 3 clusters Score -5085886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5085886.500000 Penalty: 5267.537109
	Iteration 161Q: 3 clusters Score -5085886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5085892.500000 Penalty: 5267.537109
	Iteration 162Q: 3 clusters Score -5085892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5085891.000000 Penalty: 5267.537109
	Iteration 163Q: 3 clusters Score -5085891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5085887.000000 Penalty: 5267.537109
	Iteration 164Q: 3 clusters Score -5085887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5085881.500000 Penalty: 5267.537109
	Iteration 165Q: 3 clusters Score -5085882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5085881.500000 Penalty: 5267.537109
	Iteration 166Q: 3 clusters Score -5085882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5085893.000000 Penalty: 5267.537109
	Iteration 167Q: 3 clusters Score -5085893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 168Q: 3 clusters Score -5085886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 169Q: 3 clusters Score -5085886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5085890.000000 Penalty: 5267.537109
	Iteration 170Q: 3 clusters Score -5085890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5085886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5085890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5085886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5085886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 175Q: 3 clusters Score -5085886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5085885.500000 Penalty: 5267.537109
	Iteration 176Q: 3 clusters Score -5085886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5085889.000000 Penalty: 5267.537109
	Iteration 177Q: 3 clusters Score -5085889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -5085884.500000 Penalty: 5267.537109
	Iteration 178Q: 3 clusters Score -5085884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -5085883.000000 Penalty: 5267.537109
	Iteration 179Q: 3 clusters Score -5085883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5085875.000000 Penalty: 5267.537109
	Iteration 180F: 3 clusters Score -5085875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5085885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5085888.000000 Penalty: 5267.537109
	Iteration 182Q: 3 clusters Score -5085888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5085886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5085886 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5085884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5085890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5085894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5085897.000000 Penalty: 5267.537109
	Iteration 188Q: 3 clusters Score -5085897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5085892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5085884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5085886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5085890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5085892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5085894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5085890 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5085893 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5085892 nChanged 0
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 36312 members 
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	Iteration 198F: 3 clusters Score -5085892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1244690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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	Iteration 0F: 3 clusters Score -1236949 nChanged 4206
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Mstep: Class 1 contains 4982 members 
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	Iteration 1F: 3 clusters Score -1239276 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4946 members 
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1239642 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1239920 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1240137 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1240308 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1240463 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1240625.625000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1240626 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1240772 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1240901 nChanged 271
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Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1241015 nChanged 269
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1241136 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1241259 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1241376.625000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1241377 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1241512.250000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1241512 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1241684.875000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1241685 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1241868.000000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1241868 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1242047.125000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1242047 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1242216.625000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1242217 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1242368.875000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1242369 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1242506.000000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1242506 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1242662.250000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1242662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1242829.750000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1242830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1242979.625000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1242980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1243109.125000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1243109 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1243195.750000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1243196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1243242.625000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1243243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1243264.250000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1243264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1243293.875000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1243294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1243305.125000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1243305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1243318.125000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1243318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1243328.125000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1243328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1243334.625000 Penalty: 4576.494629
	Iteration 32Q: 3 clusters Score -1243335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1243333.000000 Penalty: 4576.494629
	Iteration 33Q: 3 clusters Score -1243333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1243333.750000 Penalty: 4576.494629
	Iteration 34Q: 3 clusters Score -1243334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1243339.125000 Penalty: 4576.494629
	Iteration 35Q: 3 clusters Score -1243339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1243345.000000 Penalty: 4576.494629
	Iteration 36Q: 3 clusters Score -1243345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1243350.875000 Penalty: 4576.494629
	Iteration 37Q: 3 clusters Score -1243351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1243350.625000 Penalty: 4576.494629
	Iteration 38Q: 3 clusters Score -1243351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1243353.375000 Penalty: 4576.494629
	Iteration 39Q: 3 clusters Score -1243353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1243354.125000 Penalty: 4576.494629
	Iteration 40F: 3 clusters Score -1243354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1243354.625000 Penalty: 4576.494629
	Iteration 41Q: 3 clusters Score -1243355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1243355.000000 Penalty: 4576.494629
	Iteration 42Q: 3 clusters Score -1243355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1243359.000000 Penalty: 4576.494629
	Iteration 43Q: 3 clusters Score -1243359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1243355.375000 Penalty: 4576.494629
	Iteration 44Q: 3 clusters Score -1243355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1243363.375000 Penalty: 4576.494629
	Iteration 45Q: 3 clusters Score -1243363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1243365.625000 Penalty: 4576.494629
	Iteration 46Q: 3 clusters Score -1243366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1243370.125000 Penalty: 4576.494629
	Iteration 47Q: 3 clusters Score -1243370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1243374.875000 Penalty: 4576.494629
	Iteration 48Q: 3 clusters Score -1243375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1243379.875000 Penalty: 4576.494629
	Iteration 49Q: 3 clusters Score -1243380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1243387.375000 Penalty: 4576.494629
	Iteration 50Q: 3 clusters Score -1243387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1243392.375000 Penalty: 4576.494629
	Iteration 51Q: 3 clusters Score -1243392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1243411.125000 Penalty: 4576.494629
	Iteration 52Q: 3 clusters Score -1243411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1243423.750000 Penalty: 4576.494629
	Iteration 53Q: 3 clusters Score -1243424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1243440.625000 Penalty: 4576.494629
	Iteration 54Q: 3 clusters Score -1243441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1243452.375000 Penalty: 4576.494629
	Iteration 55Q: 3 clusters Score -1243452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1243467.375000 Penalty: 4576.494629
	Iteration 56Q: 3 clusters Score -1243467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1243480.375000 Penalty: 4576.494629
	Iteration 57Q: 3 clusters Score -1243480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1243493.500000 Penalty: 4576.494629
	Iteration 58Q: 3 clusters Score -1243494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1243501.125000 Penalty: 4576.494629
	Iteration 59Q: 3 clusters Score -1243501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1243510.125000 Penalty: 4576.494629
	Iteration 60F: 3 clusters Score -1243510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1243521.375000 Penalty: 4576.494629
	Iteration 61Q: 3 clusters Score -1243521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1243530.750000 Penalty: 4576.494629
	Iteration 62Q: 3 clusters Score -1243531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1243537.875000 Penalty: 4576.494629
	Iteration 63Q: 3 clusters Score -1243538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1243542.250000 Penalty: 4576.494629
	Iteration 64Q: 3 clusters Score -1243542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1243544.500000 Penalty: 4576.494629
	Iteration 65Q: 3 clusters Score -1243544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1243547.125000 Penalty: 4576.494629
	Iteration 66Q: 3 clusters Score -1243547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1243549.125000 Penalty: 4576.494629
	Iteration 67Q: 3 clusters Score -1243549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1243547.875000 Penalty: 4576.494629
	Iteration 68Q: 3 clusters Score -1243548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1243550.125000 Penalty: 4576.494629
	Iteration 69Q: 3 clusters Score -1243550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1243557.125000 Penalty: 4576.494629
	Iteration 70Q: 3 clusters Score -1243557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1243556.875000 Penalty: 4576.494629
	Iteration 71Q: 3 clusters Score -1243557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1243564.750000 Penalty: 4576.494629
	Iteration 72Q: 3 clusters Score -1243565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1243571.625000 Penalty: 4576.494629
	Iteration 73Q: 3 clusters Score -1243572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1243580.250000 Penalty: 4576.494629
	Iteration 74Q: 3 clusters Score -1243580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1243578.625000 Penalty: 4576.494629
	Iteration 75Q: 3 clusters Score -1243579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1243582.750000 Penalty: 4576.494629
	Iteration 76Q: 3 clusters Score -1243583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1243585.375000 Penalty: 4576.494629
	Iteration 77Q: 3 clusters Score -1243585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1243591.125000 Penalty: 4576.494629
	Iteration 78Q: 3 clusters Score -1243591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1243596.875000 Penalty: 4576.494629
	Iteration 79Q: 3 clusters Score -1243597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1243605.500000 Penalty: 4576.494629
	Iteration 80F: 3 clusters Score -1243606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1243612.500000 Penalty: 4576.494629
	Iteration 81Q: 3 clusters Score -1243612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1243622.500000 Penalty: 4576.494629
	Iteration 82Q: 3 clusters Score -1243622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1243628.750000 Penalty: 4576.494629
	Iteration 83Q: 3 clusters Score -1243629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1243639.125000 Penalty: 4576.494629
	Iteration 84Q: 3 clusters Score -1243639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1243648.625000 Penalty: 4576.494629
	Iteration 85Q: 3 clusters Score -1243649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1243669.750000 Penalty: 4576.494629
	Iteration 86Q: 3 clusters Score -1243670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1243691.375000 Penalty: 4576.494629
	Iteration 87Q: 3 clusters Score -1243691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1243718.125000 Penalty: 4576.494629
	Iteration 88Q: 3 clusters Score -1243718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1243740.750000 Penalty: 4576.494629
	Iteration 89Q: 3 clusters Score -1243741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1243760.000000 Penalty: 4576.494629
	Iteration 90Q: 3 clusters Score -1243760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1243780.000000 Penalty: 4576.494629
	Iteration 91Q: 3 clusters Score -1243780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1243787.250000 Penalty: 4576.494629
	Iteration 92Q: 3 clusters Score -1243787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1243795.875000 Penalty: 4576.494629
	Iteration 93Q: 3 clusters Score -1243796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1243811.250000 Penalty: 4576.494629
	Iteration 94Q: 3 clusters Score -1243811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1243814.500000 Penalty: 4576.494629
	Iteration 95Q: 3 clusters Score -1243814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1243820.125000 Penalty: 4576.494629
	Iteration 96Q: 3 clusters Score -1243820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1243826.000000 Penalty: 4576.494629
	Iteration 97Q: 3 clusters Score -1243826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1243828.375000 Penalty: 4576.494629
	Iteration 98Q: 3 clusters Score -1243828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1243832.250000 Penalty: 4576.494629
	Iteration 99Q: 3 clusters Score -1243832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1243833.125000 Penalty: 4576.494629
	Iteration 100F: 3 clusters Score -1243833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1243835.625000 Penalty: 4576.494629
	Iteration 101Q: 3 clusters Score -1243836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1243835.625000 Penalty: 4576.494629
	Iteration 102F: 3 clusters Score -1243836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -645710.937500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -645710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -641020.812500 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -641020.8 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -642162.937500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -642162.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -642378.875000 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -642378.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -642548.000000 Penalty: 4250.142578
	Iteration 3F: 3 clusters Score -642548 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -642696.875000 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -642696.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -642806.625000 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -642806.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -642904.687500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -642904.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -643017.500000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -643017.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -643158.375000 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -643158.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -643327.750000 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -643327.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -643520.062500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -643520.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -643694.500000 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -643694.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -643863.312500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -643863.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -644005.500000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -644005.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -644132.687500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -644132.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -644250.875000 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -644250.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -644376.875000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -644376.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -644513.312500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -644513.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -644654.625000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -644654.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -644799.562500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -644799.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -644927.562500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -644927.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -645037.375000 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -645037.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -645123.937500 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -645123.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -645185.062500 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -645185.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -645224.187500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -645224.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -645247.750000 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -645247.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -645259.875000 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -645259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -645265.125000 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -645265.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -645271.437500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -645271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -645275.437500 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -645275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -645277.750000 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -645277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -645278.937500 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -645278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -645279.000000 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -645279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -645280.250000 Penalty: 4250.142578
	Iteration 33Q: 3 clusters Score -645280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -645280.250000 Penalty: 4250.142578
	Iteration 34F: 3 clusters Score -645280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Entering Unmasked Estep 
Score: -4460702.000000 Penalty: 2598.863037
	Iteration 0F: 2 clusters Score -4460702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4436547.500000 Penalty: 5197.726074
	Iteration 0F: 3 clusters Score -4436548 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4445442.500000 Penalty: 5197.726074
	Iteration 1F: 3 clusters Score -4445442 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4445913.000000 Penalty: 5197.726074
	Iteration 2Q: 3 clusters Score -4445913 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4446430.500000 Penalty: 5197.726074
	Iteration 3Q: 3 clusters Score -4446430 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4447074.000000 Penalty: 5197.726074
	Iteration 4Q: 3 clusters Score -4447074 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4447949.000000 Penalty: 5197.726074
	Iteration 5Q: 3 clusters Score -4447949 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4449160.500000 Penalty: 5197.726074
	Iteration 6F: 3 clusters Score -4449160 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4450968.000000 Penalty: 5197.726074
	Iteration 7F: 3 clusters Score -4450968 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4453438.500000 Penalty: 5197.726074
	Iteration 8F: 3 clusters Score -4453438 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4456008.500000 Penalty: 5197.726074
	Iteration 9F: 3 clusters Score -4456008 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4457922.000000 Penalty: 5197.726074
	Iteration 10F: 3 clusters Score -4457922 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4459033.500000 Penalty: 5197.726074
	Iteration 11Q: 3 clusters Score -4459034 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4459509.500000 Penalty: 5197.726074
	Iteration 12Q: 3 clusters Score -4459510 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4459724.500000 Penalty: 5197.726074
	Iteration 13Q: 3 clusters Score -4459724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4459811.500000 Penalty: 5197.726074
	Iteration 14Q: 3 clusters Score -4459812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4459856.000000 Penalty: 5197.726074
	Iteration 15Q: 3 clusters Score -4459856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4459868.000000 Penalty: 5197.726074
	Iteration 16Q: 3 clusters Score -4459868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4459871.000000 Penalty: 5197.726074
	Iteration 17Q: 3 clusters Score -4459871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4459889.500000 Penalty: 5197.726074
	Iteration 18Q: 3 clusters Score -4459890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4459894.000000 Penalty: 5197.726074
	Iteration 19Q: 3 clusters Score -4459894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4459904.500000 Penalty: 5197.726074
	Iteration 20F: 3 clusters Score -4459904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4459908.500000 Penalty: 5197.726074
	Iteration 21Q: 3 clusters Score -4459908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4459914.000000 Penalty: 5197.726074
	Iteration 22Q: 3 clusters Score -4459914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4459910.500000 Penalty: 5197.726074
	Iteration 23Q: 3 clusters Score -4459910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4459916.500000 Penalty: 5197.726074
	Iteration 24Q: 3 clusters Score -4459916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4459917.500000 Penalty: 5197.726074
	Iteration 25Q: 3 clusters Score -4459918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4459917.500000 Penalty: 5197.726074
	Iteration 26Q: 3 clusters Score -4459918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4459915.500000 Penalty: 5197.726074
	Iteration 27Q: 3 clusters Score -4459916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4459913.000000 Penalty: 5197.726074
	Iteration 28Q: 3 clusters Score -4459913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4459911.000000 Penalty: 5197.726074
	Iteration 29Q: 3 clusters Score -4459911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4459918.000000 Penalty: 5197.726074
	Iteration 30Q: 3 clusters Score -4459918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4459915.000000 Penalty: 5197.726074
	Iteration 31Q: 3 clusters Score -4459915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4459922.500000 Penalty: 5197.726074
	Iteration 32Q: 3 clusters Score -4459922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4459921.000000 Penalty: 5197.726074
	Iteration 33Q: 3 clusters Score -4459921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4459917.000000 Penalty: 5197.726074
	Iteration 34Q: 3 clusters Score -4459917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4459918.000000 Penalty: 5197.726074
	Iteration 35Q: 3 clusters Score -4459918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4459919.500000 Penalty: 5197.726074
	Iteration 36Q: 3 clusters Score -4459920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4459920.500000 Penalty: 5197.726074
	Iteration 37Q: 3 clusters Score -4459920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4459920.500000 Penalty: 5197.726074
	Iteration 38F: 3 clusters Score -4459920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134250 members 
Entering Unmasked Estep 
Score: -16778498.000000 Penalty: 2928.249756
	Iteration 0F: 2 clusters Score -1.67785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -16688854.000000 Penalty: 5856.499512
	Iteration 0F: 3 clusters Score -1.668885e+07 nChanged 64030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -16726495.000000 Penalty: 5856.499512
	Iteration 1F: 3 clusters Score -1.67265e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -16728335.000000 Penalty: 5856.499512
	Iteration 2Q: 3 clusters Score -1.672834e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -16730623.000000 Penalty: 5856.499512
	Iteration 3Q: 3 clusters Score -1.673062e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -16733619.000000 Penalty: 5856.499512
	Iteration 4F: 3 clusters Score -1.673362e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -16737365.000000 Penalty: 5856.499512
	Iteration 5F: 3 clusters Score -1.673736e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -16741137.000000 Penalty: 5856.499512
	Iteration 6F: 3 clusters Score -1.674114e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -16745078.000000 Penalty: 5856.499512
	Iteration 7F: 3 clusters Score -1.674508e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -16749361.000000 Penalty: 5856.499512
	Iteration 8F: 3 clusters Score -1.674936e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -16753770.000000 Penalty: 5856.499512
	Iteration 9F: 3 clusters Score -1.675377e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -16758731.000000 Penalty: 5856.499512
	Iteration 10Q: 3 clusters Score -1.675873e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -16763545.000000 Penalty: 5856.499512
	Iteration 11Q: 3 clusters Score -1.676354e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -16767480.000000 Penalty: 5856.499512
	Iteration 12Q: 3 clusters Score -1.676748e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 124359 members 
Entering Unmasked Estep 
Score: -16770355.000000 Penalty: 5856.499512
	Iteration 13Q: 3 clusters Score -1.677036e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -16772340.000000 Penalty: 5856.499512
	Iteration 14Q: 3 clusters Score -1.677234e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -16773498.000000 Penalty: 5856.499512
	Iteration 15Q: 3 clusters Score -1.67735e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -16774331.000000 Penalty: 5856.499512
	Iteration 16Q: 3 clusters Score -1.677433e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -16774810.000000 Penalty: 5856.499512
	Iteration 17Q: 3 clusters Score -1.677481e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -16775210.000000 Penalty: 5856.499512
	Iteration 18Q: 3 clusters Score -1.677521e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
Score: -16775497.000000 Penalty: 5856.499512
	Iteration 19Q: 3 clusters Score -1.67755e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -16775715.000000 Penalty: 5856.499512
	Iteration 20F: 3 clusters Score -1.677572e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -16775835.000000 Penalty: 5856.499512
	Iteration 21Q: 3 clusters Score -1.677584e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -16775907.000000 Penalty: 5856.499512
	Iteration 22Q: 3 clusters Score -1.677591e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 132647 members 
Entering Unmasked Estep 
Score: -16775993.000000 Penalty: 5856.499512
	Iteration 23Q: 3 clusters Score -1.677599e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 132759 members 
Entering Unmasked Estep 
Score: -16776058.000000 Penalty: 5856.499512
	Iteration 24Q: 3 clusters Score -1.677606e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -16776077.000000 Penalty: 5856.499512
	Iteration 25Q: 3 clusters Score -1.677608e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -16776122.000000 Penalty: 5856.499512
	Iteration 26Q: 3 clusters Score -1.677612e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -16776141.000000 Penalty: 5856.499512
	Iteration 27Q: 3 clusters Score -1.677614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -16776184.000000 Penalty: 5856.499512
	Iteration 28Q: 3 clusters Score -1.677618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -16776202.000000 Penalty: 5856.499512
	Iteration 29Q: 3 clusters Score -1.67762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -16776176.000000 Penalty: 5856.499512
	Iteration 30Q: 3 clusters Score -1.677618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -16776203.000000 Penalty: 5856.499512
	Iteration 31Q: 3 clusters Score -1.67762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -16776227.000000 Penalty: 5856.499512
	Iteration 32Q: 3 clusters Score -1.677623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 133129 members 
Entering Unmasked Estep 
Score: -16776236.000000 Penalty: 5856.499512
	Iteration 33Q: 3 clusters Score -1.677624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -16776255.000000 Penalty: 5856.499512
	Iteration 34Q: 3 clusters Score -1.677626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -16776260.000000 Penalty: 5856.499512
	Iteration 35Q: 3 clusters Score -1.677626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 133168 members 
Entering Unmasked Estep 
Score: -16776253.000000 Penalty: 5856.499512
	Iteration 36Q: 3 clusters Score -1.677625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 133180 members 
Entering Unmasked Estep 
Score: -16776256.000000 Penalty: 5856.499512
	Iteration 37Q: 3 clusters Score -1.677626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -16776277.000000 Penalty: 5856.499512
	Iteration 38Q: 3 clusters Score -1.677628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -16776276.000000 Penalty: 5856.499512
	Iteration 39Q: 3 clusters Score -1.677628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -16776268.000000 Penalty: 5856.499512
	Iteration 40F: 3 clusters Score -1.677627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 133218 members 
Entering Unmasked Estep 
Score: -16776275.000000 Penalty: 5856.499512
	Iteration 41Q: 3 clusters Score -1.677628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 133226 members 
Entering Unmasked Estep 
Score: -16776271.000000 Penalty: 5856.499512
	Iteration 42Q: 3 clusters Score -1.677627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133230 members 
Entering Unmasked Estep 
Score: -16776276.000000 Penalty: 5856.499512
	Iteration 43Q: 3 clusters Score -1.677628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -16776271.000000 Penalty: 5856.499512
	Iteration 44Q: 3 clusters Score -1.677627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -16776272.000000 Penalty: 5856.499512
	Iteration 45Q: 3 clusters Score -1.677627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -16776265.000000 Penalty: 5856.499512
	Iteration 46Q: 3 clusters Score -1.677626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -16776274.000000 Penalty: 5856.499512
	Iteration 47Q: 3 clusters Score -1.677627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -16776277.000000 Penalty: 5856.499512
	Iteration 48Q: 3 clusters Score -1.677628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -16776287.000000 Penalty: 5856.499512
	Iteration 49Q: 3 clusters Score -1.677629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -16776293.000000 Penalty: 5856.499512
	Iteration 50Q: 3 clusters Score -1.677629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -16776285.000000 Penalty: 5856.499512
	Iteration 51Q: 3 clusters Score -1.677628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 133267 members 
Entering Unmasked Estep 
Score: -16776290.000000 Penalty: 5856.499512
	Iteration 52Q: 3 clusters Score -1.677629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -16776284.000000 Penalty: 5856.499512
	Iteration 53Q: 3 clusters Score -1.677628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -16776288.000000 Penalty: 5856.499512
	Iteration 54Q: 3 clusters Score -1.677629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -16776277.000000 Penalty: 5856.499512
	Iteration 55Q: 3 clusters Score -1.677628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -16776277.000000 Penalty: 5856.499512
	Iteration 56F: 3 clusters Score -1.677628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Entering Unmasked Estep 
Score: -8553164.000000 Penalty: 2761.884521
	Iteration 0F: 2 clusters Score -8553164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -8507179.000000 Penalty: 5523.769043
	Iteration 0F: 3 clusters Score -8507179 nChanged 32082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8525763.000000 Penalty: 5523.769043
	Iteration 1F: 3 clusters Score -8525763 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -8526758.000000 Penalty: 5523.769043
	Iteration 2Q: 3 clusters Score -8526758 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -8528055.000000 Penalty: 5523.769043
	Iteration 3Q: 3 clusters Score -8528055 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8529407.000000 Penalty: 5523.769043
	Iteration 4Q: 3 clusters Score -8529407 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -8530674.000000 Penalty: 5523.769043
	Iteration 5Q: 3 clusters Score -8530674 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8531779.000000 Penalty: 5523.769043
	Iteration 6Q: 3 clusters Score -8531779 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8532710.000000 Penalty: 5523.769043
	Iteration 7Q: 3 clusters Score -8532710 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -8533568.000000 Penalty: 5523.769043
	Iteration 8Q: 3 clusters Score -8533568 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -8534205.000000 Penalty: 5523.769043
	Iteration 9Q: 3 clusters Score -8534205 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -8534859.000000 Penalty: 5523.769043
	Iteration 10Q: 3 clusters Score -8534859 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8535529.000000 Penalty: 5523.769043
	Iteration 11Q: 3 clusters Score -8535529 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8536330.000000 Penalty: 5523.769043
	Iteration 12Q: 3 clusters Score -8536330 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -8537301.000000 Penalty: 5523.769043
	Iteration 13Q: 3 clusters Score -8537301 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -8538723.000000 Penalty: 5523.769043
	Iteration 14Q: 3 clusters Score -8538723 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -8540539.000000 Penalty: 5523.769043
	Iteration 15Q: 3 clusters Score -8540539 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8542756.000000 Penalty: 5523.769043
	Iteration 16Q: 3 clusters Score -8542756 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -8545155.000000 Penalty: 5523.769043
	Iteration 17Q: 3 clusters Score -8545155 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -8547258.000000 Penalty: 5523.769043
	Iteration 18Q: 3 clusters Score -8547258 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8548689.000000 Penalty: 5523.769043
	Iteration 19Q: 3 clusters Score -8548689 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8549586.000000 Penalty: 5523.769043
	Iteration 20F: 3 clusters Score -8549586 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8550115.000000 Penalty: 5523.769043
	Iteration 21Q: 3 clusters Score -8550115 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8550433.000000 Penalty: 5523.769043
	Iteration 22Q: 3 clusters Score -8550433 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8550634.000000 Penalty: 5523.769043
	Iteration 23Q: 3 clusters Score -8550634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8550725.000000 Penalty: 5523.769043
	Iteration 24Q: 3 clusters Score -8550725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8550781.000000 Penalty: 5523.769043
	Iteration 25Q: 3 clusters Score -8550781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8550828.000000 Penalty: 5523.769043
	Iteration 26Q: 3 clusters Score -8550828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8550864.000000 Penalty: 5523.769043
	Iteration 27Q: 3 clusters Score -8550864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8550875.000000 Penalty: 5523.769043
	Iteration 28Q: 3 clusters Score -8550875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8550894.000000 Penalty: 5523.769043
	Iteration 29Q: 3 clusters Score -8550894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8550901.000000 Penalty: 5523.769043
	Iteration 30Q: 3 clusters Score -8550901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8550914.000000 Penalty: 5523.769043
	Iteration 31Q: 3 clusters Score -8550914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8550928.000000 Penalty: 5523.769043
	Iteration 32Q: 3 clusters Score -8550928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8550941.000000 Penalty: 5523.769043
	Iteration 33Q: 3 clusters Score -8550941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8550944.000000 Penalty: 5523.769043
	Iteration 34Q: 3 clusters Score -8550944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8550945.000000 Penalty: 5523.769043
	Iteration 35Q: 3 clusters Score -8550945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8550953.000000 Penalty: 5523.769043
	Iteration 36Q: 3 clusters Score -8550953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8550967.000000 Penalty: 5523.769043
	Iteration 37Q: 3 clusters Score -8550967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8550964.000000 Penalty: 5523.769043
	Iteration 38Q: 3 clusters Score -8550964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8550961.000000 Penalty: 5523.769043
	Iteration 39Q: 3 clusters Score -8550961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8550965.000000 Penalty: 5523.769043
	Iteration 40F: 3 clusters Score -8550965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8550967.000000 Penalty: 5523.769043
	Iteration 41Q: 3 clusters Score -8550967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8550972.000000 Penalty: 5523.769043
	Iteration 42Q: 3 clusters Score -8550972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8550971.000000 Penalty: 5523.769043
	Iteration 43Q: 3 clusters Score -8550971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8550967.000000 Penalty: 5523.769043
	Iteration 44Q: 3 clusters Score -8550967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8550967.000000 Penalty: 5523.769043
	Iteration 45F: 3 clusters Score -8550967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Entering Unmasked Estep 
Score: -1623616.375000 Penalty: 2356.097900
	Iteration 0F: 2 clusters Score -1623616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1613838.750000 Penalty: 4712.195801
	Iteration 0F: 3 clusters Score -1613839 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1616957.750000 Penalty: 4712.195801
	Iteration 1F: 3 clusters Score -1616958 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1617441.125000 Penalty: 4712.195801
	Iteration 2F: 3 clusters Score -1617441 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1617892.750000 Penalty: 4712.195801
	Iteration 3F: 3 clusters Score -1617893 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1618359.875000 Penalty: 4712.195801
	Iteration 4F: 3 clusters Score -1618360 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1618802.750000 Penalty: 4712.195801
	Iteration 5F: 3 clusters Score -1618803 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1619152.500000 Penalty: 4712.195801
	Iteration 6Q: 3 clusters Score -1619152 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1619401.875000 Penalty: 4712.195801
	Iteration 7Q: 3 clusters Score -1619402 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1619599.250000 Penalty: 4712.195801
	Iteration 8Q: 3 clusters Score -1619599 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1619784.875000 Penalty: 4712.195801
	Iteration 9Q: 3 clusters Score -1619785 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1619941.375000 Penalty: 4712.195801
	Iteration 10Q: 3 clusters Score -1619941 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1620066.500000 Penalty: 4712.195801
	Iteration 11Q: 3 clusters Score -1620066 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1620183.375000 Penalty: 4712.195801
	Iteration 12Q: 3 clusters Score -1620183 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1620276.375000 Penalty: 4712.195801
	Iteration 13Q: 3 clusters Score -1620276 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1620375.750000 Penalty: 4712.195801
	Iteration 14Q: 3 clusters Score -1620376 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1620473.625000 Penalty: 4712.195801
	Iteration 15Q: 3 clusters Score -1620474 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1620577.500000 Penalty: 4712.195801
	Iteration 16Q: 3 clusters Score -1620578 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1620721.000000 Penalty: 4712.195801
	Iteration 17Q: 3 clusters Score -1620721 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1620878.875000 Penalty: 4712.195801
	Iteration 18Q: 3 clusters Score -1620879 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1621054.625000 Penalty: 4712.195801
	Iteration 19Q: 3 clusters Score -1621055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1621219.875000 Penalty: 4712.195801
	Iteration 20F: 3 clusters Score -1621220 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1621395.125000 Penalty: 4712.195801
	Iteration 21Q: 3 clusters Score -1621395 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1621582.250000 Penalty: 4712.195801
	Iteration 22Q: 3 clusters Score -1621582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1621819.000000 Penalty: 4712.195801
	Iteration 23Q: 3 clusters Score -1621819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1622036.375000 Penalty: 4712.195801
	Iteration 24Q: 3 clusters Score -1622036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1622255.625000 Penalty: 4712.195801
	Iteration 25Q: 3 clusters Score -1622256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1622432.500000 Penalty: 4712.195801
	Iteration 26Q: 3 clusters Score -1622432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1622541.250000 Penalty: 4712.195801
	Iteration 27Q: 3 clusters Score -1622541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1622586.500000 Penalty: 4712.195801
	Iteration 28Q: 3 clusters Score -1622586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1622623.375000 Penalty: 4712.195801
	Iteration 29Q: 3 clusters Score -1622623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1622641.500000 Penalty: 4712.195801
	Iteration 30Q: 3 clusters Score -1622642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1622663.875000 Penalty: 4712.195801
	Iteration 31Q: 3 clusters Score -1622664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1622672.125000 Penalty: 4712.195801
	Iteration 32Q: 3 clusters Score -1622672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1622679.125000 Penalty: 4712.195801
	Iteration 33Q: 3 clusters Score -1622679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1622688.125000 Penalty: 4712.195801
	Iteration 34Q: 3 clusters Score -1622688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1622694.750000 Penalty: 4712.195801
	Iteration 35Q: 3 clusters Score -1622695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1622702.625000 Penalty: 4712.195801
	Iteration 36Q: 3 clusters Score -1622703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1622710.750000 Penalty: 4712.195801
	Iteration 37Q: 3 clusters Score -1622711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1622718.000000 Penalty: 4712.195801
	Iteration 38Q: 3 clusters Score -1622718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1622716.000000 Penalty: 4712.195801
	Iteration 39Q: 3 clusters Score -1622716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1622718.500000 Penalty: 4712.195801
	Iteration 40F: 3 clusters Score -1622718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1622727.000000 Penalty: 4712.195801
	Iteration 41Q: 3 clusters Score -1622727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1622731.250000 Penalty: 4712.195801
	Iteration 42Q: 3 clusters Score -1622731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1622737.625000 Penalty: 4712.195801
	Iteration 43Q: 3 clusters Score -1622738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1622747.875000 Penalty: 4712.195801
	Iteration 44Q: 3 clusters Score -1622748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1622762.500000 Penalty: 4712.195801
	Iteration 45Q: 3 clusters Score -1622762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1622775.500000 Penalty: 4712.195801
	Iteration 46Q: 3 clusters Score -1622776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1622779.125000 Penalty: 4712.195801
	Iteration 47Q: 3 clusters Score -1622779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1622786.625000 Penalty: 4712.195801
	Iteration 48Q: 3 clusters Score -1622787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1622796.375000 Penalty: 4712.195801
	Iteration 49Q: 3 clusters Score -1622796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1622802.875000 Penalty: 4712.195801
	Iteration 50Q: 3 clusters Score -1622803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1622810.625000 Penalty: 4712.195801
	Iteration 51Q: 3 clusters Score -1622811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1622817.625000 Penalty: 4712.195801
	Iteration 52Q: 3 clusters Score -1622818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1622827.250000 Penalty: 4712.195801
	Iteration 53Q: 3 clusters Score -1622827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1622832.375000 Penalty: 4712.195801
	Iteration 54Q: 3 clusters Score -1622832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1622848.125000 Penalty: 4712.195801
	Iteration 55Q: 3 clusters Score -1622848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1622856.875000 Penalty: 4712.195801
	Iteration 56Q: 3 clusters Score -1622857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1622862.500000 Penalty: 4712.195801
	Iteration 57Q: 3 clusters Score -1622862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1622878.000000 Penalty: 4712.195801
	Iteration 58Q: 3 clusters Score -1622878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1622913.250000 Penalty: 4712.195801
	Iteration 59Q: 3 clusters Score -1622913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1622940.000000 Penalty: 4712.195801
	Iteration 60F: 3 clusters Score -1622940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1622973.125000 Penalty: 4712.195801
	Iteration 61Q: 3 clusters Score -1622973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1623004.500000 Penalty: 4712.195801
	Iteration 62Q: 3 clusters Score -1623004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1623044.625000 Penalty: 4712.195801
	Iteration 63Q: 3 clusters Score -1623045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1623080.625000 Penalty: 4712.195801
	Iteration 64Q: 3 clusters Score -1623081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1623116.875000 Penalty: 4712.195801
	Iteration 65Q: 3 clusters Score -1623117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1623145.000000 Penalty: 4712.195801
	Iteration 66Q: 3 clusters Score -1623145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1623186.000000 Penalty: 4712.195801
	Iteration 67Q: 3 clusters Score -1623186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1623237.125000 Penalty: 4712.195801
	Iteration 68Q: 3 clusters Score -1623237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1623274.750000 Penalty: 4712.195801
	Iteration 69Q: 3 clusters Score -1623275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1623313.375000 Penalty: 4712.195801
	Iteration 70Q: 3 clusters Score -1623313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1623334.625000 Penalty: 4712.195801
	Iteration 71Q: 3 clusters Score -1623335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1623345.375000 Penalty: 4712.195801
	Iteration 72Q: 3 clusters Score -1623345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1623355.625000 Penalty: 4712.195801
	Iteration 73Q: 3 clusters Score -1623356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1623360.125000 Penalty: 4712.195801
	Iteration 74Q: 3 clusters Score -1623360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1623363.125000 Penalty: 4712.195801
	Iteration 75Q: 3 clusters Score -1623363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1623363.000000 Penalty: 4712.195801
	Iteration 76Q: 3 clusters Score -1623363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1623365.875000 Penalty: 4712.195801
	Iteration 77Q: 3 clusters Score -1623366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1623369.375000 Penalty: 4712.195801
	Iteration 78Q: 3 clusters Score -1623369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1623369.625000 Penalty: 4712.195801
	Iteration 79Q: 3 clusters Score -1623370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1623373.000000 Penalty: 4712.195801
	Iteration 80F: 3 clusters Score -1623373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1623376.875000 Penalty: 4712.195801
	Iteration 81Q: 3 clusters Score -1623377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1623376.250000 Penalty: 4712.195801
	Iteration 82Q: 3 clusters Score -1623376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1623377.125000 Penalty: 4712.195801
	Iteration 83Q: 3 clusters Score -1623377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1623378.875000 Penalty: 4712.195801
	Iteration 84Q: 3 clusters Score -1623379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1623382.250000 Penalty: 4712.195801
	Iteration 85Q: 3 clusters Score -1623382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1623381.500000 Penalty: 4712.195801
	Iteration 86Q: 3 clusters Score -1623382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1623381.000000 Penalty: 4712.195801
	Iteration 87Q: 3 clusters Score -1623381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1623382.500000 Penalty: 4712.195801
	Iteration 88Q: 3 clusters Score -1623382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1623387.250000 Penalty: 4712.195801
	Iteration 89Q: 3 clusters Score -1623387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1623383.375000 Penalty: 4712.195801
	Iteration 90Q: 3 clusters Score -1623383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1623384.375000 Penalty: 4712.195801
	Iteration 91Q: 3 clusters Score -1623384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1623387.000000 Penalty: 4712.195801
	Iteration 92Q: 3 clusters Score -1623387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1623387.000000 Penalty: 4712.195801
	Iteration 93Q: 3 clusters Score -1623387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1623390.625000 Penalty: 4712.195801
	Iteration 94Q: 3 clusters Score -1623391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1623391.250000 Penalty: 4712.195801
	Iteration 95Q: 3 clusters Score -1623391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1623390.250000 Penalty: 4712.195801
	Iteration 96Q: 3 clusters Score -1623390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1623393.250000 Penalty: 4712.195801
	Iteration 97Q: 3 clusters Score -1623393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1623401.000000 Penalty: 4712.195801
	Iteration 98Q: 3 clusters Score -1623401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1623401.000000 Penalty: 4712.195801
	Iteration 99Q: 3 clusters Score -1623401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1623399.250000 Penalty: 4712.195801
	Iteration 100F: 3 clusters Score -1623399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1623403.375000 Penalty: 4712.195801
	Iteration 101Q: 3 clusters Score -1623403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1623403.375000 Penalty: 4712.195801
	Iteration 102F: 3 clusters Score -1623403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Entering Unmasked Estep 
Score: -2013370.500000 Penalty: 2407.045410
	Iteration 0F: 2 clusters Score -2013370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2001644.375000 Penalty: 4814.090820
	Iteration 0F: 3 clusters Score -2001644 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2005370.500000 Penalty: 4814.090820
	Iteration 1F: 3 clusters Score -2005370 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2005783.500000 Penalty: 4814.090820
	Iteration 2F: 3 clusters Score -2005784 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2006113.000000 Penalty: 4814.090820
	Iteration 3F: 3 clusters Score -2006113 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2006375.875000 Penalty: 4814.090820
	Iteration 4Q: 3 clusters Score -2006376 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2006660.750000 Penalty: 4814.090820
	Iteration 5Q: 3 clusters Score -2006661 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2007034.875000 Penalty: 4814.090820
	Iteration 6Q: 3 clusters Score -2007035 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2007570.750000 Penalty: 4814.090820
	Iteration 7F: 3 clusters Score -2007571 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2008224.000000 Penalty: 4814.090820
	Iteration 8F: 3 clusters Score -2008224 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2008974.875000 Penalty: 4814.090820
	Iteration 9F: 3 clusters Score -2008975 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2009692.250000 Penalty: 4814.090820
	Iteration 10F: 3 clusters Score -2009692 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2010274.375000 Penalty: 4814.090820
	Iteration 11Q: 3 clusters Score -2010274 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2010805.125000 Penalty: 4814.090820
	Iteration 12Q: 3 clusters Score -2010805 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2011150.000000 Penalty: 4814.090820
	Iteration 13Q: 3 clusters Score -2011150 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2011354.875000 Penalty: 4814.090820
	Iteration 14Q: 3 clusters Score -2011355 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2011463.750000 Penalty: 4814.090820
	Iteration 15Q: 3 clusters Score -2011464 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2011529.125000 Penalty: 4814.090820
	Iteration 16Q: 3 clusters Score -2011529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2011562.625000 Penalty: 4814.090820
	Iteration 17Q: 3 clusters Score -2011563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2011583.000000 Penalty: 4814.090820
	Iteration 18Q: 3 clusters Score -2011583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2011594.875000 Penalty: 4814.090820
	Iteration 19Q: 3 clusters Score -2011595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2011597.750000 Penalty: 4814.090820
	Iteration 20F: 3 clusters Score -2011598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2011604.500000 Penalty: 4814.090820
	Iteration 21Q: 3 clusters Score -2011604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2011609.250000 Penalty: 4814.090820
	Iteration 22Q: 3 clusters Score -2011609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2011614.250000 Penalty: 4814.090820
	Iteration 23Q: 3 clusters Score -2011614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2011623.250000 Penalty: 4814.090820
	Iteration 24Q: 3 clusters Score -2011623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2011627.500000 Penalty: 4814.090820
	Iteration 25Q: 3 clusters Score -2011628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2011631.375000 Penalty: 4814.090820
	Iteration 26Q: 3 clusters Score -2011631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2011637.500000 Penalty: 4814.090820
	Iteration 27Q: 3 clusters Score -2011638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2011634.375000 Penalty: 4814.090820
	Iteration 28Q: 3 clusters Score -2011634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2011636.500000 Penalty: 4814.090820
	Iteration 29Q: 3 clusters Score -2011636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2011643.500000 Penalty: 4814.090820
	Iteration 30Q: 3 clusters Score -2011644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2011644.125000 Penalty: 4814.090820
	Iteration 31Q: 3 clusters Score -2011644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2011645.250000 Penalty: 4814.090820
	Iteration 32Q: 3 clusters Score -2011645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2011646.375000 Penalty: 4814.090820
	Iteration 33Q: 3 clusters Score -2011646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2011647.250000 Penalty: 4814.090820
	Iteration 34Q: 3 clusters Score -2011647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2011646.750000 Penalty: 4814.090820
	Iteration 35Q: 3 clusters Score -2011647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2011646.750000 Penalty: 4814.090820
	Iteration 36F: 3 clusters Score -2011647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233796.171875 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233796.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -231251.750000 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231251.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -231690.734375 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231690.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -231792.578125 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231792.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231855.468750 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231855.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231896.625000 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -231896.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -231918.031250 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -231918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -231938.531250 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -231938.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -231950.328125 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -231950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -231960.234375 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -231960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -231968.203125 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -231968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -231975.062500 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -231975.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -231986.843750 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -231986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -231996.765625 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -231996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -232002.734375 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -232002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -232005.406250 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -232005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232008.843750 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -232008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232011.921875 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -232011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232012.796875 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -232012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -232014.093750 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -232014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232014.296875 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -232014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232016.203125 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -232016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -232018.500000 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -232018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232020.953125 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -232021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232024.921875 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -232024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232028.578125 Penalty: 3739.093506
	Iteration 24Q: 3 clusters Score -232028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232031.796875 Penalty: 3739.093506
	Iteration 25Q: 3 clusters Score -232031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232034.609375 Penalty: 3739.093506
	Iteration 26Q: 3 clusters Score -232034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232036.156250 Penalty: 3739.093506
	Iteration 27Q: 3 clusters Score -232036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232036.812500 Penalty: 3739.093506
	Iteration 28Q: 3 clusters Score -232036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232036.812500 Penalty: 3739.093506
	Iteration 29F: 3 clusters Score -232036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Entering Unmasked Estep 
Score: -4710641.500000 Penalty: 2610.267822
	Iteration 0F: 2 clusters Score -4710642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4685383.500000 Penalty: 5220.535645
	Iteration 0F: 3 clusters Score -4685384 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4694900.000000 Penalty: 5220.535645
	Iteration 1F: 3 clusters Score -4694900 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4695524.500000 Penalty: 5220.535645
	Iteration 2Q: 3 clusters Score -4695524 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4696188.000000 Penalty: 5220.535645
	Iteration 3Q: 3 clusters Score -4696188 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4697127.500000 Penalty: 5220.535645
	Iteration 4F: 3 clusters Score -4697128 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4698473.500000 Penalty: 5220.535645
	Iteration 5F: 3 clusters Score -4698474 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4700254.000000 Penalty: 5220.535645
	Iteration 6F: 3 clusters Score -4700254 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4702469.500000 Penalty: 5220.535645
	Iteration 7F: 3 clusters Score -4702470 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4704636.000000 Penalty: 5220.535645
	Iteration 8F: 3 clusters Score -4704636 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4706253.500000 Penalty: 5220.535645
	Iteration 9Q: 3 clusters Score -4706254 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4707112.500000 Penalty: 5220.535645
	Iteration 10Q: 3 clusters Score -4707112 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4707517.500000 Penalty: 5220.535645
	Iteration 11Q: 3 clusters Score -4707518 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4707736.000000 Penalty: 5220.535645
	Iteration 12Q: 3 clusters Score -4707736 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4707837.500000 Penalty: 5220.535645
	Iteration 13Q: 3 clusters Score -4707838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4707915.500000 Penalty: 5220.535645
	Iteration 14Q: 3 clusters Score -4707916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4707962.500000 Penalty: 5220.535645
	Iteration 15Q: 3 clusters Score -4707962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4707997.000000 Penalty: 5220.535645
	Iteration 16Q: 3 clusters Score -4707997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4708016.500000 Penalty: 5220.535645
	Iteration 17Q: 3 clusters Score -4708016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4708063.000000 Penalty: 5220.535645
	Iteration 18Q: 3 clusters Score -4708063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4708084.000000 Penalty: 5220.535645
	Iteration 19Q: 3 clusters Score -4708084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4708112.500000 Penalty: 5220.535645
	Iteration 20F: 3 clusters Score -4708112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4708125.500000 Penalty: 5220.535645
	Iteration 21Q: 3 clusters Score -4708126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4708137.500000 Penalty: 5220.535645
	Iteration 22Q: 3 clusters Score -4708138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4708154.000000 Penalty: 5220.535645
	Iteration 23Q: 3 clusters Score -4708154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4708171.000000 Penalty: 5220.535645
	Iteration 24Q: 3 clusters Score -4708171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4708190.000000 Penalty: 5220.535645
	Iteration 25Q: 3 clusters Score -4708190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4708204.000000 Penalty: 5220.535645
	Iteration 26Q: 3 clusters Score -4708204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4708208.500000 Penalty: 5220.535645
	Iteration 27Q: 3 clusters Score -4708208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4708213.000000 Penalty: 5220.535645
	Iteration 28Q: 3 clusters Score -4708213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4708238.500000 Penalty: 5220.535645
	Iteration 29Q: 3 clusters Score -4708238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4708247.500000 Penalty: 5220.535645
	Iteration 30Q: 3 clusters Score -4708248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4708259.500000 Penalty: 5220.535645
	Iteration 31Q: 3 clusters Score -4708260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4708268.000000 Penalty: 5220.535645
	Iteration 32Q: 3 clusters Score -4708268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4708269.500000 Penalty: 5220.535645
	Iteration 33Q: 3 clusters Score -4708270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4708275.500000 Penalty: 5220.535645
	Iteration 34Q: 3 clusters Score -4708276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4708290.500000 Penalty: 5220.535645
	Iteration 35Q: 3 clusters Score -4708290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4708287.000000 Penalty: 5220.535645
	Iteration 36Q: 3 clusters Score -4708287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4708310.000000 Penalty: 5220.535645
	Iteration 37Q: 3 clusters Score -4708310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4708322.500000 Penalty: 5220.535645
	Iteration 38Q: 3 clusters Score -4708322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4708334.500000 Penalty: 5220.535645
	Iteration 39Q: 3 clusters Score -4708334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4708332.500000 Penalty: 5220.535645
	Iteration 40F: 3 clusters Score -4708332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4708327.000000 Penalty: 5220.535645
	Iteration 41Q: 3 clusters Score -4708327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4708333.500000 Penalty: 5220.535645
	Iteration 42Q: 3 clusters Score -4708334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4708340.000000 Penalty: 5220.535645
	Iteration 43Q: 3 clusters Score -4708340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4708344.500000 Penalty: 5220.535645
	Iteration 44Q: 3 clusters Score -4708344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4708348.000000 Penalty: 5220.535645
	Iteration 45Q: 3 clusters Score -4708348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4708347.500000 Penalty: 5220.535645
	Iteration 46Q: 3 clusters Score -4708348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4708355.500000 Penalty: 5220.535645
	Iteration 47Q: 3 clusters Score -4708356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4708357.000000 Penalty: 5220.535645
	Iteration 48Q: 3 clusters Score -4708357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4708355.500000 Penalty: 5220.535645
	Iteration 49Q: 3 clusters Score -4708356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4708351.500000 Penalty: 5220.535645
	Iteration 50Q: 3 clusters Score -4708352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4708349.500000 Penalty: 5220.535645
	Iteration 51Q: 3 clusters Score -4708350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4708349.500000 Penalty: 5220.535645
	Iteration 52F: 3 clusters Score -4708350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Entering Unmasked Estep 
Score: -6018883.000000 Penalty: 2692.511230
	Iteration 0F: 2 clusters Score -6018883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5984220.000000 Penalty: 5385.022461
	Iteration 0F: 3 clusters Score -5984220 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5997441.500000 Penalty: 5385.022461
	Iteration 1F: 3 clusters Score -5997442 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5998116.000000 Penalty: 5385.022461
	Iteration 2Q: 3 clusters Score -5998116 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -5998718.000000 Penalty: 5385.022461
	Iteration 3Q: 3 clusters Score -5998718 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5999312.500000 Penalty: 5385.022461
	Iteration 4Q: 3 clusters Score -5999312 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6000079.000000 Penalty: 5385.022461
	Iteration 5Q: 3 clusters Score -6000079 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6001095.000000 Penalty: 5385.022461
	Iteration 6Q: 3 clusters Score -6001095 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -6002436.500000 Penalty: 5385.022461
	Iteration 7Q: 3 clusters Score -6002436 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -6004213.500000 Penalty: 5385.022461
	Iteration 8F: 3 clusters Score -6004214 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -6006508.000000 Penalty: 5385.022461
	Iteration 9F: 3 clusters Score -6006508 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -6008986.500000 Penalty: 5385.022461
	Iteration 10F: 3 clusters Score -6008986 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -6011347.500000 Penalty: 5385.022461
	Iteration 11F: 3 clusters Score -6011348 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -6013076.000000 Penalty: 5385.022461
	Iteration 12Q: 3 clusters Score -6013076 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6014319.000000 Penalty: 5385.022461
	Iteration 13Q: 3 clusters Score -6014319 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6015156.500000 Penalty: 5385.022461
	Iteration 14Q: 3 clusters Score -6015156 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6015721.000000 Penalty: 5385.022461
	Iteration 15Q: 3 clusters Score -6015721 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6016090.000000 Penalty: 5385.022461
	Iteration 16Q: 3 clusters Score -6016090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6016316.000000 Penalty: 5385.022461
	Iteration 17Q: 3 clusters Score -6016316 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6016435.500000 Penalty: 5385.022461
	Iteration 18Q: 3 clusters Score -6016436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6016514.500000 Penalty: 5385.022461
	Iteration 19Q: 3 clusters Score -6016514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6016570.500000 Penalty: 5385.022461
	Iteration 20F: 3 clusters Score -6016570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6016605.500000 Penalty: 5385.022461
	Iteration 21Q: 3 clusters Score -6016606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6016649.000000 Penalty: 5385.022461
	Iteration 22Q: 3 clusters Score -6016649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6016676.500000 Penalty: 5385.022461
	Iteration 23Q: 3 clusters Score -6016676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6016691.500000 Penalty: 5385.022461
	Iteration 24Q: 3 clusters Score -6016692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6016704.500000 Penalty: 5385.022461
	Iteration 25Q: 3 clusters Score -6016704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6016712.000000 Penalty: 5385.022461
	Iteration 26Q: 3 clusters Score -6016712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6016728.000000 Penalty: 5385.022461
	Iteration 27Q: 3 clusters Score -6016728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6016725.500000 Penalty: 5385.022461
	Iteration 28Q: 3 clusters Score -6016726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6016730.500000 Penalty: 5385.022461
	Iteration 29Q: 3 clusters Score -6016730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6016729.000000 Penalty: 5385.022461
	Iteration 30Q: 3 clusters Score -6016729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6016733.000000 Penalty: 5385.022461
	Iteration 31Q: 3 clusters Score -6016733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6016742.000000 Penalty: 5385.022461
	Iteration 32Q: 3 clusters Score -6016742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6016743.500000 Penalty: 5385.022461
	Iteration 33Q: 3 clusters Score -6016744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6016738.000000 Penalty: 5385.022461
	Iteration 34Q: 3 clusters Score -6016738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6016742.000000 Penalty: 5385.022461
	Iteration 35Q: 3 clusters Score -6016742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6016749.500000 Penalty: 5385.022461
	Iteration 36Q: 3 clusters Score -6016750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6016749.000000 Penalty: 5385.022461
	Iteration 37Q: 3 clusters Score -6016749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6016765.000000 Penalty: 5385.022461
	Iteration 38Q: 3 clusters Score -6016765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6016768.500000 Penalty: 5385.022461
	Iteration 39Q: 3 clusters Score -6016768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6016770.500000 Penalty: 5385.022461
	Iteration 40F: 3 clusters Score -6016770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6016772.000000 Penalty: 5385.022461
	Iteration 41Q: 3 clusters Score -6016772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6016776.500000 Penalty: 5385.022461
	Iteration 42Q: 3 clusters Score -6016776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6016781.000000 Penalty: 5385.022461
	Iteration 43Q: 3 clusters Score -6016781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6016792.500000 Penalty: 5385.022461
	Iteration 44Q: 3 clusters Score -6016792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6016792.000000 Penalty: 5385.022461
	Iteration 45Q: 3 clusters Score -6016792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6016791.000000 Penalty: 5385.022461
	Iteration 46Q: 3 clusters Score -6016791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6016790.000000 Penalty: 5385.022461
	Iteration 47Q: 3 clusters Score -6016790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6016786.500000 Penalty: 5385.022461
	Iteration 48Q: 3 clusters Score -6016786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6016786.500000 Penalty: 5385.022461
	Iteration 49F: 3 clusters Score -6016786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -658761.812500 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -658761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -653994.812500 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -653994.8 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -655243.500000 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -655243.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -655527.687500 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -655527.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -655766.687500 Penalty: 4270.537598
	Iteration 3F: 3 clusters Score -655766.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -656020.187500 Penalty: 4270.537598
	Iteration 4F: 3 clusters Score -656020.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -656254.812500 Penalty: 4270.537598
	Iteration 5F: 3 clusters Score -656254.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -656461.500000 Penalty: 4270.537598
	Iteration 6F: 3 clusters Score -656461.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -656629.812500 Penalty: 4270.537598
	Iteration 7Q: 3 clusters Score -656629.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -656748.625000 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -656748.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -656843.687500 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -656843.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -656916.312500 Penalty: 4270.537598
	Iteration 10Q: 3 clusters Score -656916.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -656979.437500 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -656979.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -657026.750000 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -657026.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -657058.500000 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -657058.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -657090.750000 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -657090.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -657118.000000 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -657118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -657143.125000 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -657143.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -657163.750000 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -657163.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -657183.250000 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -657183.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -657194.125000 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -657194.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -657200.937500 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -657200.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -657208.062500 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -657208.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -657214.562500 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -657214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -657219.937500 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -657219.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -657225.812500 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -657225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -657230.625000 Penalty: 4270.537598
	Iteration 25Q: 3 clusters Score -657230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -657233.750000 Penalty: 4270.537598
	Iteration 26Q: 3 clusters Score -657233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -657235.250000 Penalty: 4270.537598
	Iteration 27Q: 3 clusters Score -657235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -657236.187500 Penalty: 4270.537598
	Iteration 28Q: 3 clusters Score -657236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -657238.062500 Penalty: 4270.537598
	Iteration 29Q: 3 clusters Score -657238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -657238.562500 Penalty: 4270.537598
	Iteration 30Q: 3 clusters Score -657238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -657239.312500 Penalty: 4270.537598
	Iteration 31Q: 3 clusters Score -657239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -657240.312500 Penalty: 4270.537598
	Iteration 32Q: 3 clusters Score -657240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -657241.625000 Penalty: 4270.537598
	Iteration 33Q: 3 clusters Score -657241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -657240.875000 Penalty: 4270.537598
	Iteration 34Q: 3 clusters Score -657240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -657242.562500 Penalty: 4270.537598
	Iteration 35Q: 3 clusters Score -657242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -657242.375000 Penalty: 4270.537598
	Iteration 36Q: 3 clusters Score -657242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -657242.375000 Penalty: 4270.537598
	Iteration 37F: 3 clusters Score -657242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -657037.000000 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -657037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -652319.687500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -652319.7 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -653512.687500 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -653512.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -653835.562500 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -653835.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -654098.875000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -654098.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -654356.500000 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -654356.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -654620.562500 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -654620.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -654878.812500 Penalty: 4256.972656
	Iteration 6F: 3 clusters Score -654878.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -655078.937500 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -655078.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -655235.125000 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -655235.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -655326.937500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -655326.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -655386.125000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -655386.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -655432.437500 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -655432.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -655472.625000 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -655472.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -655509.125000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -655509.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -655555.000000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -655555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -655613.687500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -655613.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -655678.000000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -655678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -655741.937500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -655741.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -655801.687500 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -655801.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -655861.375000 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -655861.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -655898.687500 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -655898.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -655919.437500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -655919.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -655936.125000 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -655936.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -655946.000000 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -655946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -655952.187500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -655952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -655955.625000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -655955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -655956.625000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -655956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -655957.937500 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -655957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -655958.312500 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -655958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -655960.062500 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -655960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -655960.937500 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -655960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -655960.937500 Penalty: 4256.972656
	Iteration 31F: 3 clusters Score -655960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -46323.640625 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -46323.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44960.406250 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -44960.41 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45798.699219 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -45798.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46212.570312 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -46212.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46486.535156 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -46486.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46657.167969 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -46657.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46714.003906 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -46714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46724.089844 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -46724.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46726.652344 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -46726.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46729.062500 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -46729.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46729.062500 Penalty: 3222.400391
	Iteration 9F: 3 clusters Score -46729.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Mstep: Class 74 contains 187 members 
Entering Unmasked Estep 
Score: -134504320.000000 Penalty: 255510.078125
Splitting cluster 24 changes total score from -134505104.000000 to -134504320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -689152.187500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -689152.2 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 2866 members 
Entering Unmasked Estep 
Score: -684238.937500 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -684238.9 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -685635.125000 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -685635.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -686040.562500 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -686040.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -686312.125000 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -686312.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -686569.125000 Penalty: 4290.126465
	Iteration 4F: 3 clusters Score -686569.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -686776.312500 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -686776.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -686958.625000 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -686958.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -687104.000000 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -687104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -687255.625000 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -687255.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -687418.687500 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -687418.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -687639.187500 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -687639.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -688003.937500 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -688003.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -688537.437500 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -688537.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -688970.625000 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -688970.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -689128.187500 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -689128.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -689163.500000 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -689163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -689172.625000 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -689172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -689175.937500 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -689175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -689176.812500 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -689176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -689176.937500 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -689176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -689177.187500 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -689177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -689176.375000 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -689176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -689176.375000 Penalty: 4290.126465
	Iteration 22F: 3 clusters Score -689176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Mstep: Class 74 contains 2938 members 
Entering Unmasked Estep 
Score: -134504368.000000 Penalty: 255510.078125
Splitting cluster 25 changes total score from -134505104.000000 to -134504368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -40492.812500 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -40492.81 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 147 members 
Entering Unmasked Estep 
Score: -39528.070312 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -39528.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -39902.035156 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -39902.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -40073.492188 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -40073.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40194.851562 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -40194.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40274.660156 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -40274.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40320.800781 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -40320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40320.820312 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -40320.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40428.039062 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -40428.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -40502.468750 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -40502.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40530.667969 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -40530.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -40532.000000 Penalty: 2825.758301
	Iteration 10Q: 3 clusters Score -40532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -40535.828125 Penalty: 2825.758301
	Iteration 11F: 3 clusters Score -40535.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -40627.351562 Penalty: 2825.758301
	Iteration 12Q: 3 clusters Score -40627.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40668.183594 Penalty: 2825.758301
	Iteration 13Q: 3 clusters Score -40668.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40672.757812 Penalty: 2825.758301
	Iteration 14Q: 3 clusters Score -40672.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -40685.226562 Penalty: 2825.758301
	Iteration 15Q: 3 clusters Score -40685.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40702.847656 Penalty: 2825.758301
	Iteration 16Q: 3 clusters Score -40702.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40707.015625 Penalty: 2825.758301
	Iteration 17Q: 3 clusters Score -40707.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40707.015625 Penalty: 2825.758301
	Iteration 18F: 3 clusters Score -40707.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
Score: -134503888.000000 Penalty: 255510.078125
Splitting cluster 26 changes total score from -134505104.000000 to -134503888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -91990.000000 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -91990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90386.429688 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -90386.43 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90704.289062 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -90704.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90845.273438 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -90845.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90935.968750 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -90935.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90992.843750 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -90992.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91051.031250 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -91051.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91073.984375 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -91073.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91106.585938 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -91106.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91160.273438 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -91160.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91243.023438 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -91243.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91299.921875 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -91299.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91360.390625 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -91360.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91410.867188 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -91410.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91442.648438 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -91442.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91456.242188 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -91456.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91462.265625 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -91462.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91475.343750 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -91475.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91490.890625 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -91490.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91493.460938 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -91493.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91495.843750 Penalty: 3175.350830
	Iteration 19F: 3 clusters Score -91495.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91504.703125 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -91504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91507.828125 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -91507.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91511.648438 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -91511.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91511.875000 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -91511.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91511.875000 Penalty: 3175.350830
	Iteration 24F: 3 clusters Score -91511.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -271037.375000 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -271037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -268304.531250 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -268304.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -268826.781250 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -268826.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -268975.625000 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -268975.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269088.125000 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -269088.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -269181.750000 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -269181.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269257.125000 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -269257.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -269332.906250 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -269332.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -269407.468750 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -269407.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -269469.031250 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -269469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -269521.937500 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -269521.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269556.031250 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -269556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -269589.343750 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -269589.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -269613.781250 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -269613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -269630.343750 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -269630.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269648.375000 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -269648.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -269660.250000 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -269660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269669.437500 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -269669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -269674.187500 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -269674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -269676.625000 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -269676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -269680.062500 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -269680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269687.031250 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -269687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -269688.656250 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -269688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269688.937500 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -269688.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269688.937500 Penalty: 3824.261719
	Iteration 23F: 3 clusters Score -269688.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -767881.750000 Penalty: 2169.658203
	Iteration 0F: 2 clusters Score -767881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -762586.687500 Penalty: 4339.316406
	Iteration 0F: 3 clusters Score -762586.7 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -764049.312500 Penalty: 4339.316406
	Iteration 1F: 3 clusters Score -764049.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -764440.312500 Penalty: 4339.316406
	Iteration 2F: 3 clusters Score -764440.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -764792.312500 Penalty: 4339.316406
	Iteration 3F: 3 clusters Score -764792.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -765114.187500 Penalty: 4339.316406
	Iteration 4F: 3 clusters Score -765114.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -765367.812500 Penalty: 4339.316406
	Iteration 5F: 3 clusters Score -765367.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -765618.562500 Penalty: 4339.316406
	Iteration 6Q: 3 clusters Score -765618.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -765825.875000 Penalty: 4339.316406
	Iteration 7Q: 3 clusters Score -765825.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -765979.812500 Penalty: 4339.316406
	Iteration 8Q: 3 clusters Score -765979.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -766098.875000 Penalty: 4339.316406
	Iteration 9Q: 3 clusters Score -766098.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -766186.937500 Penalty: 4339.316406
	Iteration 10Q: 3 clusters Score -766186.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -766252.937500 Penalty: 4339.316406
	Iteration 11Q: 3 clusters Score -766252.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -766307.562500 Penalty: 4339.316406
	Iteration 12Q: 3 clusters Score -766307.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -766354.250000 Penalty: 4339.316406
	Iteration 13Q: 3 clusters Score -766354.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -766398.687500 Penalty: 4339.316406
	Iteration 14Q: 3 clusters Score -766398.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -766434.250000 Penalty: 4339.316406
	Iteration 15Q: 3 clusters Score -766434.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -766476.250000 Penalty: 4339.316406
	Iteration 16Q: 3 clusters Score -766476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -766510.000000 Penalty: 4339.316406
	Iteration 17Q: 3 clusters Score -766510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -766531.000000 Penalty: 4339.316406
	Iteration 18Q: 3 clusters Score -766531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -766545.000000 Penalty: 4339.316406
	Iteration 19Q: 3 clusters Score -766545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -766554.062500 Penalty: 4339.316406
	Iteration 20F: 3 clusters Score -766554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -766560.062500 Penalty: 4339.316406
	Iteration 21Q: 3 clusters Score -766560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -766564.625000 Penalty: 4339.316406
	Iteration 22Q: 3 clusters Score -766564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -766566.125000 Penalty: 4339.316406
	Iteration 23Q: 3 clusters Score -766566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -766568.687500 Penalty: 4339.316406
	Iteration 24Q: 3 clusters Score -766568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -766570.062500 Penalty: 4339.316406
	Iteration 25Q: 3 clusters Score -766570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -766569.250000 Penalty: 4339.316406
	Iteration 26Q: 3 clusters Score -766569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -766573.000000 Penalty: 4339.316406
	Iteration 27Q: 3 clusters Score -766573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -766574.125000 Penalty: 4339.316406
	Iteration 28Q: 3 clusters Score -766574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -766574.125000 Penalty: 4339.316406
	Iteration 29F: 3 clusters Score -766574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -1251957.500000 Penalty: 2289.464111
	Iteration 0F: 2 clusters Score -1251958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1244188.125000 Penalty: 4578.928223
	Iteration 0F: 3 clusters Score -1244188 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1246517.375000 Penalty: 4578.928223
	Iteration 1F: 3 clusters Score -1246517 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1246825.250000 Penalty: 4578.928223
	Iteration 2F: 3 clusters Score -1246825 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1247078.000000 Penalty: 4578.928223
	Iteration 3Q: 3 clusters Score -1247078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1247340.500000 Penalty: 4578.928223
	Iteration 4Q: 3 clusters Score -1247340 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1247597.625000 Penalty: 4578.928223
	Iteration 5Q: 3 clusters Score -1247598 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1247788.250000 Penalty: 4578.928223
	Iteration 6Q: 3 clusters Score -1247788 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1247952.375000 Penalty: 4578.928223
	Iteration 7Q: 3 clusters Score -1247952 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1248100.250000 Penalty: 4578.928223
	Iteration 8Q: 3 clusters Score -1248100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1248240.250000 Penalty: 4578.928223
	Iteration 9Q: 3 clusters Score -1248240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1248380.125000 Penalty: 4578.928223
	Iteration 10Q: 3 clusters Score -1248380 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1248560.000000 Penalty: 4578.928223
	Iteration 11Q: 3 clusters Score -1248560 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1248722.125000 Penalty: 4578.928223
	Iteration 12Q: 3 clusters Score -1248722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1248889.500000 Penalty: 4578.928223
	Iteration 13Q: 3 clusters Score -1248890 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1249076.750000 Penalty: 4578.928223
	Iteration 14Q: 3 clusters Score -1249077 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1249266.375000 Penalty: 4578.928223
	Iteration 15Q: 3 clusters Score -1249266 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1249441.000000 Penalty: 4578.928223
	Iteration 16Q: 3 clusters Score -1249441 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1249592.750000 Penalty: 4578.928223
	Iteration 17Q: 3 clusters Score -1249593 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1249729.625000 Penalty: 4578.928223
	Iteration 18Q: 3 clusters Score -1249730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1249837.125000 Penalty: 4578.928223
	Iteration 19Q: 3 clusters Score -1249837 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1249936.250000 Penalty: 4578.928223
	Iteration 20F: 3 clusters Score -1249936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1250017.250000 Penalty: 4578.928223
	Iteration 21Q: 3 clusters Score -1250017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1250087.125000 Penalty: 4578.928223
	Iteration 22Q: 3 clusters Score -1250087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1250123.250000 Penalty: 4578.928223
	Iteration 23Q: 3 clusters Score -1250123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1250152.375000 Penalty: 4578.928223
	Iteration 24Q: 3 clusters Score -1250152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1250170.125000 Penalty: 4578.928223
	Iteration 25Q: 3 clusters Score -1250170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1250182.625000 Penalty: 4578.928223
	Iteration 26Q: 3 clusters Score -1250183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1250196.375000 Penalty: 4578.928223
	Iteration 27Q: 3 clusters Score -1250196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1250203.750000 Penalty: 4578.928223
	Iteration 28Q: 3 clusters Score -1250204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1250215.500000 Penalty: 4578.928223
	Iteration 29Q: 3 clusters Score -1250216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1250226.125000 Penalty: 4578.928223
	Iteration 30Q: 3 clusters Score -1250226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1250236.625000 Penalty: 4578.928223
	Iteration 31Q: 3 clusters Score -1250237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1250252.250000 Penalty: 4578.928223
	Iteration 32Q: 3 clusters Score -1250252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1250259.625000 Penalty: 4578.928223
	Iteration 33Q: 3 clusters Score -1250260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1250271.875000 Penalty: 4578.928223
	Iteration 34Q: 3 clusters Score -1250272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1250287.125000 Penalty: 4578.928223
	Iteration 35Q: 3 clusters Score -1250287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1250304.500000 Penalty: 4578.928223
	Iteration 36Q: 3 clusters Score -1250304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1250324.375000 Penalty: 4578.928223
	Iteration 37Q: 3 clusters Score -1250324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1250338.500000 Penalty: 4578.928223
	Iteration 38Q: 3 clusters Score -1250338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1250348.500000 Penalty: 4578.928223
	Iteration 39Q: 3 clusters Score -1250348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1250358.250000 Penalty: 4578.928223
	Iteration 40F: 3 clusters Score -1250358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1250376.375000 Penalty: 4578.928223
	Iteration 41Q: 3 clusters Score -1250376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1250406.875000 Penalty: 4578.928223
	Iteration 42Q: 3 clusters Score -1250407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1250439.125000 Penalty: 4578.928223
	Iteration 43Q: 3 clusters Score -1250439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1250476.500000 Penalty: 4578.928223
	Iteration 44Q: 3 clusters Score -1250476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1250496.125000 Penalty: 4578.928223
	Iteration 45Q: 3 clusters Score -1250496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1250511.750000 Penalty: 4578.928223
	Iteration 46Q: 3 clusters Score -1250512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1250523.875000 Penalty: 4578.928223
	Iteration 47Q: 3 clusters Score -1250524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1250532.125000 Penalty: 4578.928223
	Iteration 48Q: 3 clusters Score -1250532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1250539.875000 Penalty: 4578.928223
	Iteration 49Q: 3 clusters Score -1250540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1250543.875000 Penalty: 4578.928223
	Iteration 50Q: 3 clusters Score -1250544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1250543.875000 Penalty: 4578.928223
	Iteration 51Q: 3 clusters Score -1250544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1250545.500000 Penalty: 4578.928223
	Iteration 52Q: 3 clusters Score -1250546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1250545.250000 Penalty: 4578.928223
	Iteration 53Q: 3 clusters Score -1250545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1250545.250000 Penalty: 4578.928223
	Iteration 54F: 3 clusters Score -1250545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Entering Unmasked Estep 
Score: -3701291.000000 Penalty: 2555.052734
	Iteration 0F: 2 clusters Score -3701291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3680934.750000 Penalty: 5110.105469
	Iteration 0F: 3 clusters Score -3680935 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3688273.000000 Penalty: 5110.105469
	Iteration 1F: 3 clusters Score -3688273 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3688689.250000 Penalty: 5110.105469
	Iteration 2Q: 3 clusters Score -3688689 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3689028.500000 Penalty: 5110.105469
	Iteration 3Q: 3 clusters Score -3689028 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3689321.250000 Penalty: 5110.105469
	Iteration 4Q: 3 clusters Score -3689321 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3689523.500000 Penalty: 5110.105469
	Iteration 5Q: 3 clusters Score -3689524 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3689709.250000 Penalty: 5110.105469
	Iteration 6Q: 3 clusters Score -3689709 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3689902.500000 Penalty: 5110.105469
	Iteration 7Q: 3 clusters Score -3689902 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3690082.750000 Penalty: 5110.105469
	Iteration 8Q: 3 clusters Score -3690083 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3690316.000000 Penalty: 5110.105469
	Iteration 9Q: 3 clusters Score -3690316 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3690600.750000 Penalty: 5110.105469
	Iteration 10Q: 3 clusters Score -3690601 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3690935.000000 Penalty: 5110.105469
	Iteration 11Q: 3 clusters Score -3690935 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3691386.500000 Penalty: 5110.105469
	Iteration 12Q: 3 clusters Score -3691386 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3691977.500000 Penalty: 5110.105469
	Iteration 13Q: 3 clusters Score -3691978 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3692742.250000 Penalty: 5110.105469
	Iteration 14Q: 3 clusters Score -3692742 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3693622.750000 Penalty: 5110.105469
	Iteration 15Q: 3 clusters Score -3693623 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3694466.000000 Penalty: 5110.105469
	Iteration 16Q: 3 clusters Score -3694466 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3695141.500000 Penalty: 5110.105469
	Iteration 17Q: 3 clusters Score -3695142 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3695720.000000 Penalty: 5110.105469
	Iteration 18Q: 3 clusters Score -3695720 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3696235.250000 Penalty: 5110.105469
	Iteration 19Q: 3 clusters Score -3696235 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3696617.250000 Penalty: 5110.105469
	Iteration 20F: 3 clusters Score -3696617 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3696923.750000 Penalty: 5110.105469
	Iteration 21Q: 3 clusters Score -3696924 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3697141.500000 Penalty: 5110.105469
	Iteration 22Q: 3 clusters Score -3697142 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3697356.250000 Penalty: 5110.105469
	Iteration 23Q: 3 clusters Score -3697356 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3697538.250000 Penalty: 5110.105469
	Iteration 24Q: 3 clusters Score -3697538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3697680.500000 Penalty: 5110.105469
	Iteration 25Q: 3 clusters Score -3697680 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3697807.500000 Penalty: 5110.105469
	Iteration 26Q: 3 clusters Score -3697808 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3697951.000000 Penalty: 5110.105469
	Iteration 27Q: 3 clusters Score -3697951 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3698078.750000 Penalty: 5110.105469
	Iteration 28Q: 3 clusters Score -3698079 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3698178.000000 Penalty: 5110.105469
	Iteration 29Q: 3 clusters Score -3698178 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3698253.250000 Penalty: 5110.105469
	Iteration 30Q: 3 clusters Score -3698253 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3698329.250000 Penalty: 5110.105469
	Iteration 31Q: 3 clusters Score -3698329 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3698395.500000 Penalty: 5110.105469
	Iteration 32Q: 3 clusters Score -3698396 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3698467.750000 Penalty: 5110.105469
	Iteration 33Q: 3 clusters Score -3698468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3698531.750000 Penalty: 5110.105469
	Iteration 34Q: 3 clusters Score -3698532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3698603.750000 Penalty: 5110.105469
	Iteration 35Q: 3 clusters Score -3698604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3698678.250000 Penalty: 5110.105469
	Iteration 36Q: 3 clusters Score -3698678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3698774.500000 Penalty: 5110.105469
	Iteration 37Q: 3 clusters Score -3698774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3698846.500000 Penalty: 5110.105469
	Iteration 38Q: 3 clusters Score -3698846 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3698909.000000 Penalty: 5110.105469
	Iteration 39Q: 3 clusters Score -3698909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3698962.500000 Penalty: 5110.105469
	Iteration 40F: 3 clusters Score -3698962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3699002.750000 Penalty: 5110.105469
	Iteration 41Q: 3 clusters Score -3699003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3699037.000000 Penalty: 5110.105469
	Iteration 42Q: 3 clusters Score -3699037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3699070.750000 Penalty: 5110.105469
	Iteration 43Q: 3 clusters Score -3699071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3699088.750000 Penalty: 5110.105469
	Iteration 44Q: 3 clusters Score -3699089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3699109.250000 Penalty: 5110.105469
	Iteration 45Q: 3 clusters Score -3699109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3699128.500000 Penalty: 5110.105469
	Iteration 46Q: 3 clusters Score -3699128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3699146.000000 Penalty: 5110.105469
	Iteration 47Q: 3 clusters Score -3699146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3699156.500000 Penalty: 5110.105469
	Iteration 48Q: 3 clusters Score -3699156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3699168.500000 Penalty: 5110.105469
	Iteration 49Q: 3 clusters Score -3699168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3699169.000000 Penalty: 5110.105469
	Iteration 50Q: 3 clusters Score -3699169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3699184.000000 Penalty: 5110.105469
	Iteration 51Q: 3 clusters Score -3699184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3699184.000000 Penalty: 5110.105469
	Iteration 52Q: 3 clusters Score -3699184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3699191.500000 Penalty: 5110.105469
	Iteration 53Q: 3 clusters Score -3699192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3699199.000000 Penalty: 5110.105469
	Iteration 54Q: 3 clusters Score -3699199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3699202.500000 Penalty: 5110.105469
	Iteration 55Q: 3 clusters Score -3699202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3699207.000000 Penalty: 5110.105469
	Iteration 56Q: 3 clusters Score -3699207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3699204.000000 Penalty: 5110.105469
	Iteration 57Q: 3 clusters Score -3699204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3699212.750000 Penalty: 5110.105469
	Iteration 58Q: 3 clusters Score -3699213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3699209.000000 Penalty: 5110.105469
	Iteration 59Q: 3 clusters Score -3699209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3699219.250000 Penalty: 5110.105469
	Iteration 60F: 3 clusters Score -3699219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3699215.750000 Penalty: 5110.105469
	Iteration 61Q: 3 clusters Score -3699216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3699214.000000 Penalty: 5110.105469
	Iteration 62Q: 3 clusters Score -3699214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3699217.750000 Penalty: 5110.105469
	Iteration 63Q: 3 clusters Score -3699218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3699221.250000 Penalty: 5110.105469
	Iteration 64Q: 3 clusters Score -3699221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3699218.750000 Penalty: 5110.105469
	Iteration 65Q: 3 clusters Score -3699219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3699219.500000 Penalty: 5110.105469
	Iteration 66Q: 3 clusters Score -3699220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3699223.750000 Penalty: 5110.105469
	Iteration 67Q: 3 clusters Score -3699224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3699224.500000 Penalty: 5110.105469
	Iteration 68Q: 3 clusters Score -3699224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3699221.500000 Penalty: 5110.105469
	Iteration 69Q: 3 clusters Score -3699222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3699228.750000 Penalty: 5110.105469
	Iteration 70Q: 3 clusters Score -3699229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3699233.250000 Penalty: 5110.105469
	Iteration 71Q: 3 clusters Score -3699233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3699230.500000 Penalty: 5110.105469
	Iteration 72Q: 3 clusters Score -3699230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3699224.500000 Penalty: 5110.105469
	Iteration 73Q: 3 clusters Score -3699224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3699232.000000 Penalty: 5110.105469
	Iteration 74Q: 3 clusters Score -3699232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3699235.000000 Penalty: 5110.105469
	Iteration 75Q: 3 clusters Score -3699235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3699239.000000 Penalty: 5110.105469
	Iteration 76Q: 3 clusters Score -3699239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3699243.000000 Penalty: 5110.105469
	Iteration 77Q: 3 clusters Score -3699243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3699243.500000 Penalty: 5110.105469
	Iteration 78Q: 3 clusters Score -3699244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3699245.750000 Penalty: 5110.105469
	Iteration 79Q: 3 clusters Score -3699246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3699244.750000 Penalty: 5110.105469
	Iteration 80F: 3 clusters Score -3699245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3699243.000000 Penalty: 5110.105469
	Iteration 81Q: 3 clusters Score -3699243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3699244.250000 Penalty: 5110.105469
	Iteration 82Q: 3 clusters Score -3699244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3699244.500000 Penalty: 5110.105469
	Iteration 83Q: 3 clusters Score -3699244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3699240.000000 Penalty: 5110.105469
	Iteration 84Q: 3 clusters Score -3699240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3699240.000000 Penalty: 5110.105469
	Iteration 85F: 3 clusters Score -3699240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -636808.000000 Penalty: 2155.903809
	Iteration 0F: 2 clusters Score -636808 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 3003 members 
Entering Unmasked Estep 
Score: -631689.812500 Penalty: 4311.807617
	Iteration 0F: 3 clusters Score -631689.8 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -633288.250000 Penalty: 4311.807617
	Iteration 1F: 3 clusters Score -633288.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -633843.625000 Penalty: 4311.807617
	Iteration 2F: 3 clusters Score -633843.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -634275.500000 Penalty: 4311.807617
	Iteration 3F: 3 clusters Score -634275.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -634594.687500 Penalty: 4311.807617
	Iteration 4F: 3 clusters Score -634594.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -634853.125000 Penalty: 4311.807617
	Iteration 5F: 3 clusters Score -634853.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -635077.812500 Penalty: 4311.807617
	Iteration 6Q: 3 clusters Score -635077.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -635229.875000 Penalty: 4311.807617
	Iteration 7Q: 3 clusters Score -635229.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -635348.937500 Penalty: 4311.807617
	Iteration 8Q: 3 clusters Score -635348.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -635442.250000 Penalty: 4311.807617
	Iteration 9Q: 3 clusters Score -635442.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -635506.062500 Penalty: 4311.807617
	Iteration 10Q: 3 clusters Score -635506.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -635551.500000 Penalty: 4311.807617
	Iteration 11Q: 3 clusters Score -635551.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -635577.062500 Penalty: 4311.807617
	Iteration 12Q: 3 clusters Score -635577.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -635593.937500 Penalty: 4311.807617
	Iteration 13Q: 3 clusters Score -635593.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -635614.875000 Penalty: 4311.807617
	Iteration 14Q: 3 clusters Score -635614.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -635629.562500 Penalty: 4311.807617
	Iteration 15Q: 3 clusters Score -635629.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -635642.312500 Penalty: 4311.807617
	Iteration 16Q: 3 clusters Score -635642.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -635654.000000 Penalty: 4311.807617
	Iteration 17Q: 3 clusters Score -635654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -635665.062500 Penalty: 4311.807617
	Iteration 18Q: 3 clusters Score -635665.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -635677.375000 Penalty: 4311.807617
	Iteration 19Q: 3 clusters Score -635677.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -635692.625000 Penalty: 4311.807617
	Iteration 20F: 3 clusters Score -635692.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -635704.875000 Penalty: 4311.807617
	Iteration 21Q: 3 clusters Score -635704.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -635719.437500 Penalty: 4311.807617
	Iteration 22Q: 3 clusters Score -635719.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -635735.000000 Penalty: 4311.807617
	Iteration 23Q: 3 clusters Score -635735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -635747.625000 Penalty: 4311.807617
	Iteration 24Q: 3 clusters Score -635747.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -635757.625000 Penalty: 4311.807617
	Iteration 25Q: 3 clusters Score -635757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -635769.687500 Penalty: 4311.807617
	Iteration 26Q: 3 clusters Score -635769.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -635777.187500 Penalty: 4311.807617
	Iteration 27Q: 3 clusters Score -635777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -635787.187500 Penalty: 4311.807617
	Iteration 28Q: 3 clusters Score -635787.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -635792.250000 Penalty: 4311.807617
	Iteration 29Q: 3 clusters Score -635792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -635796.750000 Penalty: 4311.807617
	Iteration 30Q: 3 clusters Score -635796.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -635798.875000 Penalty: 4311.807617
	Iteration 31Q: 3 clusters Score -635798.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -635804.750000 Penalty: 4311.807617
	Iteration 32Q: 3 clusters Score -635804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -635809.750000 Penalty: 4311.807617
	Iteration 33Q: 3 clusters Score -635809.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -635816.062500 Penalty: 4311.807617
	Iteration 34Q: 3 clusters Score -635816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -635820.187500 Penalty: 4311.807617
	Iteration 35Q: 3 clusters Score -635820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -635824.875000 Penalty: 4311.807617
	Iteration 36Q: 3 clusters Score -635824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -635828.437500 Penalty: 4311.807617
	Iteration 37Q: 3 clusters Score -635828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -635831.062500 Penalty: 4311.807617
	Iteration 38Q: 3 clusters Score -635831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -635834.062500 Penalty: 4311.807617
	Iteration 39Q: 3 clusters Score -635834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -635835.000000 Penalty: 4311.807617
	Iteration 40F: 3 clusters Score -635835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -635835.750000 Penalty: 4311.807617
	Iteration 41Q: 3 clusters Score -635835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -635837.687500 Penalty: 4311.807617
	Iteration 42Q: 3 clusters Score -635837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -635838.687500 Penalty: 4311.807617
	Iteration 43Q: 3 clusters Score -635838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -635839.000000 Penalty: 4311.807617
	Iteration 44Q: 3 clusters Score -635839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635839.687500 Penalty: 4311.807617
	Iteration 45Q: 3 clusters Score -635839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -635840.437500 Penalty: 4311.807617
	Iteration 46Q: 3 clusters Score -635840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -635842.500000 Penalty: 4311.807617
	Iteration 47Q: 3 clusters Score -635842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -635841.250000 Penalty: 4311.807617
	Iteration 48Q: 3 clusters Score -635841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -635842.875000 Penalty: 4311.807617
	Iteration 49Q: 3 clusters Score -635842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -635844.500000 Penalty: 4311.807617
	Iteration 50Q: 3 clusters Score -635844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635844.250000 Penalty: 4311.807617
	Iteration 51Q: 3 clusters Score -635844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635845.937500 Penalty: 4311.807617
	Iteration 52Q: 3 clusters Score -635845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635845.937500 Penalty: 4311.807617
	Iteration 53F: 3 clusters Score -635845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Entering Unmasked Estep 
Score: -962534.437500 Penalty: 2224.982178
	Iteration 0F: 2 clusters Score -962534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -956145.812500 Penalty: 4449.964355
	Iteration 0F: 3 clusters Score -956145.8 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -957890.937500 Penalty: 4449.964355
	Iteration 1F: 3 clusters Score -957890.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -958177.937500 Penalty: 4449.964355
	Iteration 2F: 3 clusters Score -958177.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -958374.000000 Penalty: 4449.964355
	Iteration 3F: 3 clusters Score -958374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -958484.000000 Penalty: 4449.964355
	Iteration 4Q: 3 clusters Score -958484 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -958551.625000 Penalty: 4449.964355
	Iteration 5Q: 3 clusters Score -958551.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -958630.562500 Penalty: 4449.964355
	Iteration 6Q: 3 clusters Score -958630.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -958704.687500 Penalty: 4449.964355
	Iteration 7Q: 3 clusters Score -958704.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -958768.000000 Penalty: 4449.964355
	Iteration 8Q: 3 clusters Score -958768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -958836.000000 Penalty: 4449.964355
	Iteration 9Q: 3 clusters Score -958836 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -958904.625000 Penalty: 4449.964355
	Iteration 10Q: 3 clusters Score -958904.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -958969.062500 Penalty: 4449.964355
	Iteration 11Q: 3 clusters Score -958969.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -959043.250000 Penalty: 4449.964355
	Iteration 12Q: 3 clusters Score -959043.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -959135.500000 Penalty: 4449.964355
	Iteration 13Q: 3 clusters Score -959135.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -959229.437500 Penalty: 4449.964355
	Iteration 14Q: 3 clusters Score -959229.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -959317.000000 Penalty: 4449.964355
	Iteration 15Q: 3 clusters Score -959317 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -959406.250000 Penalty: 4449.964355
	Iteration 16Q: 3 clusters Score -959406.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -959510.375000 Penalty: 4449.964355
	Iteration 17Q: 3 clusters Score -959510.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -959614.750000 Penalty: 4449.964355
	Iteration 18Q: 3 clusters Score -959614.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -959717.750000 Penalty: 4449.964355
	Iteration 19Q: 3 clusters Score -959717.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -959818.125000 Penalty: 4449.964355
	Iteration 20F: 3 clusters Score -959818.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -959904.687500 Penalty: 4449.964355
	Iteration 21Q: 3 clusters Score -959904.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -959978.125000 Penalty: 4449.964355
	Iteration 22Q: 3 clusters Score -959978.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -960062.187500 Penalty: 4449.964355
	Iteration 23Q: 3 clusters Score -960062.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -960135.312500 Penalty: 4449.964355
	Iteration 24Q: 3 clusters Score -960135.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -960210.750000 Penalty: 4449.964355
	Iteration 25Q: 3 clusters Score -960210.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -960276.000000 Penalty: 4449.964355
	Iteration 26Q: 3 clusters Score -960276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -960327.375000 Penalty: 4449.964355
	Iteration 27Q: 3 clusters Score -960327.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -960376.187500 Penalty: 4449.964355
	Iteration 28Q: 3 clusters Score -960376.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -960415.625000 Penalty: 4449.964355
	Iteration 29Q: 3 clusters Score -960415.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -960453.812500 Penalty: 4449.964355
	Iteration 30Q: 3 clusters Score -960453.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -960491.000000 Penalty: 4449.964355
	Iteration 31Q: 3 clusters Score -960491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -960519.062500 Penalty: 4449.964355
	Iteration 32Q: 3 clusters Score -960519.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -960550.750000 Penalty: 4449.964355
	Iteration 33Q: 3 clusters Score -960550.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -960575.500000 Penalty: 4449.964355
	Iteration 34Q: 3 clusters Score -960575.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -960597.875000 Penalty: 4449.964355
	Iteration 35Q: 3 clusters Score -960597.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -960617.312500 Penalty: 4449.964355
	Iteration 36Q: 3 clusters Score -960617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -960635.750000 Penalty: 4449.964355
	Iteration 37Q: 3 clusters Score -960635.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -960652.187500 Penalty: 4449.964355
	Iteration 38Q: 3 clusters Score -960652.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -960667.812500 Penalty: 4449.964355
	Iteration 39Q: 3 clusters Score -960667.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -960689.187500 Penalty: 4449.964355
	Iteration 40F: 3 clusters Score -960689.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -960710.062500 Penalty: 4449.964355
	Iteration 41Q: 3 clusters Score -960710.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -960725.125000 Penalty: 4449.964355
	Iteration 42Q: 3 clusters Score -960725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -960745.500000 Penalty: 4449.964355
	Iteration 43Q: 3 clusters Score -960745.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -960766.500000 Penalty: 4449.964355
	Iteration 44Q: 3 clusters Score -960766.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960787.750000 Penalty: 4449.964355
	Iteration 45Q: 3 clusters Score -960787.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -960801.375000 Penalty: 4449.964355
	Iteration 46Q: 3 clusters Score -960801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -960807.562500 Penalty: 4449.964355
	Iteration 47Q: 3 clusters Score -960807.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -960816.875000 Penalty: 4449.964355
	Iteration 48Q: 3 clusters Score -960816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -960823.687500 Penalty: 4449.964355
	Iteration 49Q: 3 clusters Score -960823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -960826.875000 Penalty: 4449.964355
	Iteration 50Q: 3 clusters Score -960826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -960833.250000 Penalty: 4449.964355
	Iteration 51Q: 3 clusters Score -960833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -960840.250000 Penalty: 4449.964355
	Iteration 52Q: 3 clusters Score -960840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -960843.812500 Penalty: 4449.964355
	Iteration 53Q: 3 clusters Score -960843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -960849.125000 Penalty: 4449.964355
	Iteration 54Q: 3 clusters Score -960849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -960855.437500 Penalty: 4449.964355
	Iteration 55Q: 3 clusters Score -960855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -960859.812500 Penalty: 4449.964355
	Iteration 56Q: 3 clusters Score -960859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -960864.875000 Penalty: 4449.964355
	Iteration 57Q: 3 clusters Score -960864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -960867.000000 Penalty: 4449.964355
	Iteration 58Q: 3 clusters Score -960867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -960867.937500 Penalty: 4449.964355
	Iteration 59Q: 3 clusters Score -960867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -960874.625000 Penalty: 4449.964355
	Iteration 60F: 3 clusters Score -960874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -960878.562500 Penalty: 4449.964355
	Iteration 61Q: 3 clusters Score -960878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960880.875000 Penalty: 4449.964355
	Iteration 62Q: 3 clusters Score -960880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960882.250000 Penalty: 4449.964355
	Iteration 63Q: 3 clusters Score -960882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960885.000000 Penalty: 4449.964355
	Iteration 64Q: 3 clusters Score -960885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960886.812500 Penalty: 4449.964355
	Iteration 65Q: 3 clusters Score -960886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960889.250000 Penalty: 4449.964355
	Iteration 66Q: 3 clusters Score -960889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960889.625000 Penalty: 4449.964355
	Iteration 67Q: 3 clusters Score -960889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -960890.187500 Penalty: 4449.964355
	Iteration 68Q: 3 clusters Score -960890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960890.687500 Penalty: 4449.964355
	Iteration 69Q: 3 clusters Score -960890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960891.687500 Penalty: 4449.964355
	Iteration 70Q: 3 clusters Score -960891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -960892.812500 Penalty: 4449.964355
	Iteration 71Q: 3 clusters Score -960892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -960892.437500 Penalty: 4449.964355
	Iteration 72Q: 3 clusters Score -960892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960893.187500 Penalty: 4449.964355
	Iteration 73Q: 3 clusters Score -960893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -960893.812500 Penalty: 4449.964355
	Iteration 74Q: 3 clusters Score -960893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -960893.937500 Penalty: 4449.964355
	Iteration 75Q: 3 clusters Score -960893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960894.250000 Penalty: 4449.964355
	Iteration 76Q: 3 clusters Score -960894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -960894.250000 Penalty: 4449.964355
	Iteration 77F: 3 clusters Score -960894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Entering Unmasked Estep 
Score: -5261584.500000 Penalty: 2639.533447
	Iteration 0F: 2 clusters Score -5261584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5233196.500000 Penalty: 5279.066895
	Iteration 0F: 3 clusters Score -5233196 nChanged 19229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5243704.000000 Penalty: 5279.066895
	Iteration 1F: 3 clusters Score -5243704 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5244221.500000 Penalty: 5279.066895
	Iteration 2Q: 3 clusters Score -5244222 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5244696.000000 Penalty: 5279.066895
	Iteration 3Q: 3 clusters Score -5244696 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5245129.000000 Penalty: 5279.066895
	Iteration 4Q: 3 clusters Score -5245129 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5245669.500000 Penalty: 5279.066895
	Iteration 5Q: 3 clusters Score -5245670 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5246395.000000 Penalty: 5279.066895
	Iteration 6Q: 3 clusters Score -5246395 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5247435.500000 Penalty: 5279.066895
	Iteration 7Q: 3 clusters Score -5247436 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5248932.500000 Penalty: 5279.066895
	Iteration 8F: 3 clusters Score -5248932 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -5251039.000000 Penalty: 5279.066895
	Iteration 9F: 3 clusters Score -5251039 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5253319.500000 Penalty: 5279.066895
	Iteration 10F: 3 clusters Score -5253320 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5255487.500000 Penalty: 5279.066895
	Iteration 11F: 3 clusters Score -5255488 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5257190.000000 Penalty: 5279.066895
	Iteration 12Q: 3 clusters Score -5257190 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5258172.500000 Penalty: 5279.066895
	Iteration 13Q: 3 clusters Score -5258172 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5258645.500000 Penalty: 5279.066895
	Iteration 14Q: 3 clusters Score -5258646 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5258942.000000 Penalty: 5279.066895
	Iteration 15Q: 3 clusters Score -5258942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5259077.500000 Penalty: 5279.066895
	Iteration 16Q: 3 clusters Score -5259078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5259170.000000 Penalty: 5279.066895
	Iteration 17Q: 3 clusters Score -5259170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5259216.000000 Penalty: 5279.066895
	Iteration 18Q: 3 clusters Score -5259216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5259244.500000 Penalty: 5279.066895
	Iteration 19Q: 3 clusters Score -5259244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5259265.500000 Penalty: 5279.066895
	Iteration 20F: 3 clusters Score -5259266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5259285.000000 Penalty: 5279.066895
	Iteration 21Q: 3 clusters Score -5259285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5259305.500000 Penalty: 5279.066895
	Iteration 22Q: 3 clusters Score -5259306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5259321.000000 Penalty: 5279.066895
	Iteration 23Q: 3 clusters Score -5259321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5259335.500000 Penalty: 5279.066895
	Iteration 24Q: 3 clusters Score -5259336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5259353.500000 Penalty: 5279.066895
	Iteration 25Q: 3 clusters Score -5259354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5259362.500000 Penalty: 5279.066895
	Iteration 26Q: 3 clusters Score -5259362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5259376.500000 Penalty: 5279.066895
	Iteration 27Q: 3 clusters Score -5259376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5259385.500000 Penalty: 5279.066895
	Iteration 28Q: 3 clusters Score -5259386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5259395.500000 Penalty: 5279.066895
	Iteration 29Q: 3 clusters Score -5259396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5259387.500000 Penalty: 5279.066895
	Iteration 30Q: 3 clusters Score -5259388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5259390.500000 Penalty: 5279.066895
	Iteration 31Q: 3 clusters Score -5259390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5259392.000000 Penalty: 5279.066895
	Iteration 32Q: 3 clusters Score -5259392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5259394.000000 Penalty: 5279.066895
	Iteration 33Q: 3 clusters Score -5259394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5259397.000000 Penalty: 5279.066895
	Iteration 34Q: 3 clusters Score -5259397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5259399.000000 Penalty: 5279.066895
	Iteration 35Q: 3 clusters Score -5259399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5259399.000000 Penalty: 5279.066895
	Iteration 36F: 3 clusters Score -5259399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -119513.429688 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -119513.4 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 486 members 
Entering Unmasked Estep 
Score: -117584.257812 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -117584.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117805.757812 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -117805.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117867.132812 Penalty: 3420.760254
	Iteration 2Q: 3 clusters Score -117867.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117920.125000 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -117920.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117962.468750 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -117962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117993.695312 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -117993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118009.625000 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -118009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118025.648438 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -118025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118032.398438 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -118032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118045.593750 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -118045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118053.726562 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -118053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118058.726562 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -118058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118067.929688 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -118067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118076.164062 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -118076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118079.656250 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -118079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118084.203125 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -118084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118088.296875 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -118088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118093.007812 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -118093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118102.492188 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -118102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118112.093750 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -118112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118119.359375 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -118119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118126.226562 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -118126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118136.445312 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -118136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118143.546875 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -118143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118149.281250 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -118149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118156.367188 Penalty: 3420.760254
	Iteration 25Q: 3 clusters Score -118156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118159.195312 Penalty: 3420.760254
	Iteration 26Q: 3 clusters Score -118159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118159.195312 Penalty: 3420.760254
	Iteration 27F: 3 clusters Score -118159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -1760310.125000 Penalty: 2370.847656
	Iteration 0F: 2 clusters Score -1760310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1749998.500000 Penalty: 4741.695312
	Iteration 0F: 3 clusters Score -1749998 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1753401.500000 Penalty: 4741.695312
	Iteration 1F: 3 clusters Score -1753402 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1753874.000000 Penalty: 4741.695312
	Iteration 2F: 3 clusters Score -1753874 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1754387.250000 Penalty: 4741.695312
	Iteration 3F: 3 clusters Score -1754387 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1755038.875000 Penalty: 4741.695312
	Iteration 4F: 3 clusters Score -1755039 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1755790.000000 Penalty: 4741.695312
	Iteration 5F: 3 clusters Score -1755790 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1756467.750000 Penalty: 4741.695312
	Iteration 6F: 3 clusters Score -1756468 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1756938.750000 Penalty: 4741.695312
	Iteration 7F: 3 clusters Score -1756939 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1757264.500000 Penalty: 4741.695312
	Iteration 8Q: 3 clusters Score -1757264 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1757455.500000 Penalty: 4741.695312
	Iteration 9Q: 3 clusters Score -1757456 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1757551.625000 Penalty: 4741.695312
	Iteration 10Q: 3 clusters Score -1757552 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1757611.125000 Penalty: 4741.695312
	Iteration 11Q: 3 clusters Score -1757611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1757647.375000 Penalty: 4741.695312
	Iteration 12Q: 3 clusters Score -1757647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1757669.000000 Penalty: 4741.695312
	Iteration 13Q: 3 clusters Score -1757669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1757679.625000 Penalty: 4741.695312
	Iteration 14Q: 3 clusters Score -1757680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1757688.250000 Penalty: 4741.695312
	Iteration 15Q: 3 clusters Score -1757688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1757690.000000 Penalty: 4741.695312
	Iteration 16Q: 3 clusters Score -1757690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1757687.750000 Penalty: 4741.695312
	Iteration 17Q: 3 clusters Score -1757688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1757693.625000 Penalty: 4741.695312
	Iteration 18Q: 3 clusters Score -1757694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1757694.750000 Penalty: 4741.695312
	Iteration 19Q: 3 clusters Score -1757695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1757694.250000 Penalty: 4741.695312
	Iteration 20F: 3 clusters Score -1757694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1757699.375000 Penalty: 4741.695312
	Iteration 21Q: 3 clusters Score -1757699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1757704.250000 Penalty: 4741.695312
	Iteration 22Q: 3 clusters Score -1757704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1757708.750000 Penalty: 4741.695312
	Iteration 23Q: 3 clusters Score -1757709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1757708.375000 Penalty: 4741.695312
	Iteration 24Q: 3 clusters Score -1757708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1757710.375000 Penalty: 4741.695312
	Iteration 25Q: 3 clusters Score -1757710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1757709.250000 Penalty: 4741.695312
	Iteration 26Q: 3 clusters Score -1757709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1757711.750000 Penalty: 4741.695312
	Iteration 27Q: 3 clusters Score -1757712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1757706.625000 Penalty: 4741.695312
	Iteration 28Q: 3 clusters Score -1757707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1757710.750000 Penalty: 4741.695312
	Iteration 29Q: 3 clusters Score -1757711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1757716.375000 Penalty: 4741.695312
	Iteration 30Q: 3 clusters Score -1757716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1757718.000000 Penalty: 4741.695312
	Iteration 31Q: 3 clusters Score -1757718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1757715.500000 Penalty: 4741.695312
	Iteration 32Q: 3 clusters Score -1757716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1757715.250000 Penalty: 4741.695312
	Iteration 33Q: 3 clusters Score -1757715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1757716.125000 Penalty: 4741.695312
	Iteration 34Q: 3 clusters Score -1757716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1757715.000000 Penalty: 4741.695312
	Iteration 35Q: 3 clusters Score -1757715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1757717.250000 Penalty: 4741.695312
	Iteration 36Q: 3 clusters Score -1757717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1757716.250000 Penalty: 4741.695312
	Iteration 37Q: 3 clusters Score -1757716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1757716.875000 Penalty: 4741.695312
	Iteration 38Q: 3 clusters Score -1757717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1757714.625000 Penalty: 4741.695312
	Iteration 39Q: 3 clusters Score -1757715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1757714.625000 Penalty: 4741.695312
	Iteration 40F: 3 clusters Score -1757715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1757720.875000 Penalty: 4741.695312
	Iteration 41Q: 3 clusters Score -1757721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1757722.750000 Penalty: 4741.695312
	Iteration 42Q: 3 clusters Score -1757723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1757724.375000 Penalty: 4741.695312
	Iteration 43Q: 3 clusters Score -1757724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1757726.625000 Penalty: 4741.695312
	Iteration 44Q: 3 clusters Score -1757727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1757731.000000 Penalty: 4741.695312
	Iteration 45Q: 3 clusters Score -1757731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1757731.875000 Penalty: 4741.695312
	Iteration 46Q: 3 clusters Score -1757732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1757731.625000 Penalty: 4741.695312
	Iteration 47Q: 3 clusters Score -1757732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1757733.625000 Penalty: 4741.695312
	Iteration 48Q: 3 clusters Score -1757734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1757739.000000 Penalty: 4741.695312
	Iteration 49Q: 3 clusters Score -1757739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1757741.500000 Penalty: 4741.695312
	Iteration 50Q: 3 clusters Score -1757742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1757745.125000 Penalty: 4741.695312
	Iteration 51Q: 3 clusters Score -1757745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1757747.250000 Penalty: 4741.695312
	Iteration 52Q: 3 clusters Score -1757747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1757746.375000 Penalty: 4741.695312
	Iteration 53Q: 3 clusters Score -1757746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1757746.125000 Penalty: 4741.695312
	Iteration 54Q: 3 clusters Score -1757746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1757751.375000 Penalty: 4741.695312
	Iteration 55Q: 3 clusters Score -1757751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1757751.625000 Penalty: 4741.695312
	Iteration 56Q: 3 clusters Score -1757752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1757750.250000 Penalty: 4741.695312
	Iteration 57Q: 3 clusters Score -1757750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1757754.375000 Penalty: 4741.695312
	Iteration 58Q: 3 clusters Score -1757754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1757750.125000 Penalty: 4741.695312
	Iteration 59Q: 3 clusters Score -1757750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1757752.500000 Penalty: 4741.695312
	Iteration 60F: 3 clusters Score -1757752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1757753.000000 Penalty: 4741.695312
	Iteration 61Q: 3 clusters Score -1757753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1757753.000000 Penalty: 4741.695312
	Iteration 62Q: 3 clusters Score -1757753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1757757.125000 Penalty: 4741.695312
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9805 members 
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Mstep: Class 2 contains 9809 members 
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Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9816 members 
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Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9820 members 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9824 members 
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9827 members 
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Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9835 members 
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Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9843 members 
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Mstep: Class 1 contains 4330 members 
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Mstep: Class 1 contains 4298 members 
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Mstep: Class 1 contains 4283 members 
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9909 members 
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Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9917 members 
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Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9927 members 
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Mstep: Class 1 contains 4244 members 
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Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9963 members 
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9974 members 
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Mstep: Class 1 contains 4201 members 
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Mstep: Class 1 contains 4192 members 
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10002 members 
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Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10009 members 
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10019 members 
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Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10027 members 
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Mstep: Class 1 contains 4149 members 
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Mstep: Class 1 contains 4144 members 
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Mstep: Class 1 contains 4121 members 
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Mstep: Class 1 contains 4058 members 
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Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10129 members 
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Mstep: Class 1 contains 4025 members 
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Mstep: Class 1 contains 4019 members 
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Mstep: Class 1 contains 4016 members 
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Mstep: Class 1 contains 3998 members 
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Mstep: Class 1 contains 3597 members 
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Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1758724.875000 Penalty: 4741.695312
	Iteration 156Q: 3 clusters Score -1758725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1758728.750000 Penalty: 4741.695312
	Iteration 157Q: 3 clusters Score -1758729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1758731.000000 Penalty: 4741.695312
	Iteration 158Q: 3 clusters Score -1758731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1758735.750000 Penalty: 4741.695312
	Iteration 159Q: 3 clusters Score -1758736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1758738.750000 Penalty: 4741.695312
	Iteration 160F: 3 clusters Score -1758739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1758738.250000 Penalty: 4741.695312
	Iteration 161Q: 3 clusters Score -1758738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1758750.625000 Penalty: 4741.695312
	Iteration 162Q: 3 clusters Score -1758751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1758757.750000 Penalty: 4741.695312
	Iteration 163Q: 3 clusters Score -1758758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1758760.500000 Penalty: 4741.695312
	Iteration 164Q: 3 clusters Score -1758760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1758760.250000 Penalty: 4741.695312
	Iteration 165Q: 3 clusters Score -1758760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1758761.750000 Penalty: 4741.695312
	Iteration 166Q: 3 clusters Score -1758762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1758761.250000 Penalty: 4741.695312
	Iteration 167Q: 3 clusters Score -1758761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1758763.500000 Penalty: 4741.695312
	Iteration 168Q: 3 clusters Score -1758764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1758763.500000 Penalty: 4741.695312
	Iteration 169Q: 3 clusters Score -1758764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1758767.375000 Penalty: 4741.695312
	Iteration 170Q: 3 clusters Score -1758767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1758765.500000 Penalty: 4741.695312
	Iteration 171Q: 3 clusters Score -1758766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1758765.875000 Penalty: 4741.695312
	Iteration 172Q: 3 clusters Score -1758766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1758768.625000 Penalty: 4741.695312
	Iteration 173Q: 3 clusters Score -1758769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1758767.750000 Penalty: 4741.695312
	Iteration 174Q: 3 clusters Score -1758768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1758770.125000 Penalty: 4741.695312
	Iteration 175Q: 3 clusters Score -1758770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1758770.125000 Penalty: 4741.695312
	Iteration 176F: 3 clusters Score -1758770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1320024.000000 Penalty: 2325.988281
	Iteration 0F: 2 clusters Score -1320024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1311285.875000 Penalty: 4651.976562
	Iteration 0F: 3 clusters Score -1311286 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1314256.125000 Penalty: 4651.976562
	Iteration 1F: 3 clusters Score -1314256 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1314943.250000 Penalty: 4651.976562
	Iteration 2F: 3 clusters Score -1314943 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1315575.250000 Penalty: 4651.976562
	Iteration 3F: 3 clusters Score -1315575 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1316106.750000 Penalty: 4651.976562
	Iteration 4F: 3 clusters Score -1316107 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1316558.250000 Penalty: 4651.976562
	Iteration 5F: 3 clusters Score -1316558 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1316977.375000 Penalty: 4651.976562
	Iteration 6Q: 3 clusters Score -1316977 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1317305.625000 Penalty: 4651.976562
	Iteration 7Q: 3 clusters Score -1317306 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1317597.625000 Penalty: 4651.976562
	Iteration 8Q: 3 clusters Score -1317598 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1317815.250000 Penalty: 4651.976562
	Iteration 9Q: 3 clusters Score -1317815 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1317974.125000 Penalty: 4651.976562
	Iteration 10Q: 3 clusters Score -1317974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1318104.250000 Penalty: 4651.976562
	Iteration 11Q: 3 clusters Score -1318104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1318220.125000 Penalty: 4651.976562
	Iteration 12Q: 3 clusters Score -1318220 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1318325.125000 Penalty: 4651.976562
	Iteration 13Q: 3 clusters Score -1318325 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1318418.750000 Penalty: 4651.976562
	Iteration 14Q: 3 clusters Score -1318419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1318492.750000 Penalty: 4651.976562
	Iteration 15Q: 3 clusters Score -1318493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1318544.375000 Penalty: 4651.976562
	Iteration 16Q: 3 clusters Score -1318544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1318572.750000 Penalty: 4651.976562
	Iteration 17Q: 3 clusters Score -1318573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1318601.375000 Penalty: 4651.976562
	Iteration 18Q: 3 clusters Score -1318601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1318625.875000 Penalty: 4651.976562
	Iteration 19Q: 3 clusters Score -1318626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1318643.375000 Penalty: 4651.976562
	Iteration 20F: 3 clusters Score -1318643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1318655.625000 Penalty: 4651.976562
	Iteration 21Q: 3 clusters Score -1318656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1318666.375000 Penalty: 4651.976562
	Iteration 22Q: 3 clusters Score -1318666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1318678.125000 Penalty: 4651.976562
	Iteration 23Q: 3 clusters Score -1318678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1318685.875000 Penalty: 4651.976562
	Iteration 24Q: 3 clusters Score -1318686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1318693.250000 Penalty: 4651.976562
	Iteration 25Q: 3 clusters Score -1318693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1318699.375000 Penalty: 4651.976562
	Iteration 26Q: 3 clusters Score -1318699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1318703.875000 Penalty: 4651.976562
	Iteration 27Q: 3 clusters Score -1318704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1318705.625000 Penalty: 4651.976562
	Iteration 28Q: 3 clusters Score -1318706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1318709.750000 Penalty: 4651.976562
	Iteration 29Q: 3 clusters Score -1318710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1318710.000000 Penalty: 4651.976562
	Iteration 30Q: 3 clusters Score -1318710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1318713.875000 Penalty: 4651.976562
	Iteration 31Q: 3 clusters Score -1318714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1318717.875000 Penalty: 4651.976562
	Iteration 32Q: 3 clusters Score -1318718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1318720.000000 Penalty: 4651.976562
	Iteration 33Q: 3 clusters Score -1318720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1318721.750000 Penalty: 4651.976562
	Iteration 34Q: 3 clusters Score -1318722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1318721.625000 Penalty: 4651.976562
	Iteration 35Q: 3 clusters Score -1318722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1318727.500000 Penalty: 4651.976562
	Iteration 36Q: 3 clusters Score -1318728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1318734.500000 Penalty: 4651.976562
	Iteration 37Q: 3 clusters Score -1318734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1318743.250000 Penalty: 4651.976562
	Iteration 38Q: 3 clusters Score -1318743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1318744.875000 Penalty: 4651.976562
	Iteration 39Q: 3 clusters Score -1318745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1318745.250000 Penalty: 4651.976562
	Iteration 40F: 3 clusters Score -1318745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1318749.250000 Penalty: 4651.976562
	Iteration 41Q: 3 clusters Score -1318749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1318754.125000 Penalty: 4651.976562
	Iteration 42Q: 3 clusters Score -1318754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1318754.250000 Penalty: 4651.976562
	Iteration 43Q: 3 clusters Score -1318754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1318756.750000 Penalty: 4651.976562
	Iteration 44Q: 3 clusters Score -1318757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1318764.000000 Penalty: 4651.976562
	Iteration 45Q: 3 clusters Score -1318764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1318765.625000 Penalty: 4651.976562
	Iteration 46Q: 3 clusters Score -1318766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1318765.250000 Penalty: 4651.976562
	Iteration 47Q: 3 clusters Score -1318765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1318769.000000 Penalty: 4651.976562
	Iteration 48Q: 3 clusters Score -1318769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1318766.250000 Penalty: 4651.976562
	Iteration 49Q: 3 clusters Score -1318766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1318767.375000 Penalty: 4651.976562
	Iteration 50Q: 3 clusters Score -1318767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1318766.625000 Penalty: 4651.976562
	Iteration 51Q: 3 clusters Score -1318767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1318766.625000 Penalty: 4651.976562
	Iteration 52F: 3 clusters Score -1318767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142265.015625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140190.890625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140190.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140530.750000 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140530.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140605.484375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140605.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140650.359375 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -140650.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140686.390625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -140686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140714.218750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -140714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140725.578125 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -140725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140729.484375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -140729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140734.656250 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -140734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140737.187500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -140737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140737.187500 Penalty: 3508.341797
	Iteration 10F: 3 clusters Score -140737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -895192.437500 Penalty: 2209.557373
	Iteration 0F: 2 clusters Score -895192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -889177.125000 Penalty: 4419.114746
	Iteration 0F: 3 clusters Score -889177.1 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -890959.625000 Penalty: 4419.114746
	Iteration 1F: 3 clusters Score -890959.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -891419.750000 Penalty: 4419.114746
	Iteration 2F: 3 clusters Score -891419.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -891785.625000 Penalty: 4419.114746
	Iteration 3F: 3 clusters Score -891785.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -892070.312500 Penalty: 4419.114746
	Iteration 4F: 3 clusters Score -892070.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -892306.312500 Penalty: 4419.114746
	Iteration 5F: 3 clusters Score -892306.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -892508.500000 Penalty: 4419.114746
	Iteration 6Q: 3 clusters Score -892508.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -892680.625000 Penalty: 4419.114746
	Iteration 7Q: 3 clusters Score -892680.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -892806.750000 Penalty: 4419.114746
	Iteration 8Q: 3 clusters Score -892806.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -892901.312500 Penalty: 4419.114746
	Iteration 9Q: 3 clusters Score -892901.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -892980.062500 Penalty: 4419.114746
	Iteration 10Q: 3 clusters Score -892980.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -893036.937500 Penalty: 4419.114746
	Iteration 11Q: 3 clusters Score -893036.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -893080.562500 Penalty: 4419.114746
	Iteration 12Q: 3 clusters Score -893080.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -893113.812500 Penalty: 4419.114746
	Iteration 13Q: 3 clusters Score -893113.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -893130.437500 Penalty: 4419.114746
	Iteration 14Q: 3 clusters Score -893130.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -893148.000000 Penalty: 4419.114746
	Iteration 15Q: 3 clusters Score -893148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -893164.562500 Penalty: 4419.114746
	Iteration 16Q: 3 clusters Score -893164.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -893183.000000 Penalty: 4419.114746
	Iteration 17Q: 3 clusters Score -893183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -893207.562500 Penalty: 4419.114746
	Iteration 18Q: 3 clusters Score -893207.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -893223.437500 Penalty: 4419.114746
	Iteration 19Q: 3 clusters Score -893223.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -893241.812500 Penalty: 4419.114746
	Iteration 20F: 3 clusters Score -893241.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -893261.000000 Penalty: 4419.114746
	Iteration 21Q: 3 clusters Score -893261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -893282.250000 Penalty: 4419.114746
	Iteration 22Q: 3 clusters Score -893282.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -893301.187500 Penalty: 4419.114746
	Iteration 23Q: 3 clusters Score -893301.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -893321.125000 Penalty: 4419.114746
	Iteration 24Q: 3 clusters Score -893321.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -893337.750000 Penalty: 4419.114746
	Iteration 25Q: 3 clusters Score -893337.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -893358.750000 Penalty: 4419.114746
	Iteration 26Q: 3 clusters Score -893358.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -893377.250000 Penalty: 4419.114746
	Iteration 27Q: 3 clusters Score -893377.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -893402.562500 Penalty: 4419.114746
	Iteration 28Q: 3 clusters Score -893402.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -893431.875000 Penalty: 4419.114746
	Iteration 29Q: 3 clusters Score -893431.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -893461.312500 Penalty: 4419.114746
	Iteration 30Q: 3 clusters Score -893461.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -893495.437500 Penalty: 4419.114746
	Iteration 31Q: 3 clusters Score -893495.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -893527.687500 Penalty: 4419.114746
	Iteration 32Q: 3 clusters Score -893527.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -893545.687500 Penalty: 4419.114746
	Iteration 33Q: 3 clusters Score -893545.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -893569.375000 Penalty: 4419.114746
	Iteration 34Q: 3 clusters Score -893569.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -893592.375000 Penalty: 4419.114746
	Iteration 35Q: 3 clusters Score -893592.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -893611.375000 Penalty: 4419.114746
	Iteration 36Q: 3 clusters Score -893611.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -893627.250000 Penalty: 4419.114746
	Iteration 37Q: 3 clusters Score -893627.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -893652.250000 Penalty: 4419.114746
	Iteration 38Q: 3 clusters Score -893652.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -893678.250000 Penalty: 4419.114746
	Iteration 39Q: 3 clusters Score -893678.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -893698.000000 Penalty: 4419.114746
	Iteration 40F: 3 clusters Score -893698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -893709.937500 Penalty: 4419.114746
	Iteration 41Q: 3 clusters Score -893709.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -893717.750000 Penalty: 4419.114746
	Iteration 42Q: 3 clusters Score -893717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -893726.750000 Penalty: 4419.114746
	Iteration 43Q: 3 clusters Score -893726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -893734.250000 Penalty: 4419.114746
	Iteration 44Q: 3 clusters Score -893734.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -893744.625000 Penalty: 4419.114746
	Iteration 45Q: 3 clusters Score -893744.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -893750.312500 Penalty: 4419.114746
	Iteration 46Q: 3 clusters Score -893750.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -893760.125000 Penalty: 4419.114746
	Iteration 47Q: 3 clusters Score -893760.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -893766.375000 Penalty: 4419.114746
	Iteration 48Q: 3 clusters Score -893766.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -893779.625000 Penalty: 4419.114746
	Iteration 49Q: 3 clusters Score -893779.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -893791.500000 Penalty: 4419.114746
	Iteration 50Q: 3 clusters Score -893791.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -893804.812500 Penalty: 4419.114746
	Iteration 51Q: 3 clusters Score -893804.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -893816.000000 Penalty: 4419.114746
	Iteration 52Q: 3 clusters Score -893816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -893825.562500 Penalty: 4419.114746
	Iteration 53Q: 3 clusters Score -893825.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -893832.125000 Penalty: 4419.114746
	Iteration 54Q: 3 clusters Score -893832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -893838.750000 Penalty: 4419.114746
	Iteration 55Q: 3 clusters Score -893838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -893842.500000 Penalty: 4419.114746
	Iteration 56Q: 3 clusters Score -893842.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -893849.062500 Penalty: 4419.114746
	Iteration 57Q: 3 clusters Score -893849.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -893854.437500 Penalty: 4419.114746
	Iteration 58Q: 3 clusters Score -893854.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -893859.125000 Penalty: 4419.114746
	Iteration 59Q: 3 clusters Score -893859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -893861.250000 Penalty: 4419.114746
	Iteration 60F: 3 clusters Score -893861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -893863.750000 Penalty: 4419.114746
	Iteration 61Q: 3 clusters Score -893863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -893867.062500 Penalty: 4419.114746
	Iteration 62Q: 3 clusters Score -893867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -893867.625000 Penalty: 4419.114746
	Iteration 63Q: 3 clusters Score -893867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -893869.562500 Penalty: 4419.114746
	Iteration 64Q: 3 clusters Score -893869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -893870.687500 Penalty: 4419.114746
	Iteration 65Q: 3 clusters Score -893870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -893875.312500 Penalty: 4419.114746
	Iteration 66Q: 3 clusters Score -893875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -893876.062500 Penalty: 4419.114746
	Iteration 67Q: 3 clusters Score -893876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -893878.937500 Penalty: 4419.114746
	Iteration 68Q: 3 clusters Score -893878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -893880.875000 Penalty: 4419.114746
	Iteration 69Q: 3 clusters Score -893880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -893881.562500 Penalty: 4419.114746
	Iteration 70Q: 3 clusters Score -893881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -893883.312500 Penalty: 4419.114746
	Iteration 71Q: 3 clusters Score -893883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -893884.937500 Penalty: 4419.114746
	Iteration 72Q: 3 clusters Score -893884.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -893885.000000 Penalty: 4419.114746
	Iteration 73Q: 3 clusters Score -893885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -893889.000000 Penalty: 4419.114746
	Iteration 74Q: 3 clusters Score -893889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -893889.062500 Penalty: 4419.114746
	Iteration 75Q: 3 clusters Score -893889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -893889.750000 Penalty: 4419.114746
	Iteration 76Q: 3 clusters Score -893889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -893891.375000 Penalty: 4419.114746
	Iteration 77Q: 3 clusters Score -893891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -893892.937500 Penalty: 4419.114746
	Iteration 78Q: 3 clusters Score -893892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -893893.500000 Penalty: 4419.114746
	Iteration 79Q: 3 clusters Score -893893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -893892.687500 Penalty: 4419.114746
	Iteration 80F: 3 clusters Score -893892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -893893.625000 Penalty: 4419.114746
	Iteration 81Q: 3 clusters Score -893893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -893893.625000 Penalty: 4419.114746
	Iteration 82F: 3 clusters Score -893893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -953253.187500 Penalty: 2251.275146
	Iteration 0F: 2 clusters Score -953253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -946352.750000 Penalty: 4502.550293
	Iteration 0F: 3 clusters Score -946352.8 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -948484.687500 Penalty: 4502.550293
	Iteration 1F: 3 clusters Score -948484.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -948975.750000 Penalty: 4502.550293
	Iteration 2F: 3 clusters Score -948975.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -949415.250000 Penalty: 4502.550293
	Iteration 3F: 3 clusters Score -949415.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -949790.000000 Penalty: 4502.550293
	Iteration 4F: 3 clusters Score -949790 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -950120.500000 Penalty: 4502.550293
	Iteration 5F: 3 clusters Score -950120.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -950486.500000 Penalty: 4502.550293
	Iteration 6F: 3 clusters Score -950486.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -950859.687500 Penalty: 4502.550293
	Iteration 7F: 3 clusters Score -950859.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -951215.250000 Penalty: 4502.550293
	Iteration 8F: 3 clusters Score -951215.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -951520.125000 Penalty: 4502.550293
	Iteration 9Q: 3 clusters Score -951520.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -951804.937500 Penalty: 4502.550293
	Iteration 10Q: 3 clusters Score -951804.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -952057.937500 Penalty: 4502.550293
	Iteration 11Q: 3 clusters Score -952057.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -952293.125000 Penalty: 4502.550293
	Iteration 12Q: 3 clusters Score -952293.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -952475.500000 Penalty: 4502.550293
	Iteration 13Q: 3 clusters Score -952475.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -952615.187500 Penalty: 4502.550293
	Iteration 14Q: 3 clusters Score -952615.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -952706.125000 Penalty: 4502.550293
	Iteration 15Q: 3 clusters Score -952706.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -952770.000000 Penalty: 4502.550293
	Iteration 16Q: 3 clusters Score -952770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -952821.187500 Penalty: 4502.550293
	Iteration 17Q: 3 clusters Score -952821.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -952858.750000 Penalty: 4502.550293
	Iteration 18Q: 3 clusters Score -952858.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -952889.875000 Penalty: 4502.550293
	Iteration 19Q: 3 clusters Score -952889.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -952910.562500 Penalty: 4502.550293
	Iteration 20F: 3 clusters Score -952910.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -952930.312500 Penalty: 4502.550293
	Iteration 21Q: 3 clusters Score -952930.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -952952.187500 Penalty: 4502.550293
	Iteration 22Q: 3 clusters Score -952952.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -952970.562500 Penalty: 4502.550293
	Iteration 23Q: 3 clusters Score -952970.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -952983.875000 Penalty: 4502.550293
	Iteration 24Q: 3 clusters Score -952983.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -952990.062500 Penalty: 4502.550293
	Iteration 25Q: 3 clusters Score -952990.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -952997.562500 Penalty: 4502.550293
	Iteration 26Q: 3 clusters Score -952997.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -953007.500000 Penalty: 4502.550293
	Iteration 27Q: 3 clusters Score -953007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -953019.937500 Penalty: 4502.550293
	Iteration 28Q: 3 clusters Score -953019.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -953033.062500 Penalty: 4502.550293
	Iteration 29Q: 3 clusters Score -953033.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -953047.375000 Penalty: 4502.550293
	Iteration 30Q: 3 clusters Score -953047.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -953058.625000 Penalty: 4502.550293
	Iteration 31Q: 3 clusters Score -953058.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -953069.375000 Penalty: 4502.550293
	Iteration 32Q: 3 clusters Score -953069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -953075.937500 Penalty: 4502.550293
	Iteration 33Q: 3 clusters Score -953075.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -953083.937500 Penalty: 4502.550293
	Iteration 34Q: 3 clusters Score -953083.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -953086.312500 Penalty: 4502.550293
	Iteration 35Q: 3 clusters Score -953086.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -953087.500000 Penalty: 4502.550293
	Iteration 36Q: 3 clusters Score -953087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -953091.875000 Penalty: 4502.550293
	Iteration 37Q: 3 clusters Score -953091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -953094.437500 Penalty: 4502.550293
	Iteration 38Q: 3 clusters Score -953094.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -953102.812500 Penalty: 4502.550293
	Iteration 39Q: 3 clusters Score -953102.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -953117.062500 Penalty: 4502.550293
	Iteration 40F: 3 clusters Score -953117.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -953129.875000 Penalty: 4502.550293
	Iteration 41Q: 3 clusters Score -953129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -953134.312500 Penalty: 4502.550293
	Iteration 42Q: 3 clusters Score -953134.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -953138.625000 Penalty: 4502.550293
	Iteration 43Q: 3 clusters Score -953138.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -953139.937500 Penalty: 4502.550293
	Iteration 44Q: 3 clusters Score -953139.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -953147.375000 Penalty: 4502.550293
	Iteration 45Q: 3 clusters Score -953147.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -953151.250000 Penalty: 4502.550293
	Iteration 46Q: 3 clusters Score -953151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -953155.812500 Penalty: 4502.550293
	Iteration 47Q: 3 clusters Score -953155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -953158.750000 Penalty: 4502.550293
	Iteration 48Q: 3 clusters Score -953158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -953162.687500 Penalty: 4502.550293
	Iteration 49Q: 3 clusters Score -953162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -953165.000000 Penalty: 4502.550293
	Iteration 50Q: 3 clusters Score -953165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -953167.125000 Penalty: 4502.550293
	Iteration 51Q: 3 clusters Score -953167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -953168.312500 Penalty: 4502.550293
	Iteration 52Q: 3 clusters Score -953168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -953172.375000 Penalty: 4502.550293
	Iteration 53Q: 3 clusters Score -953172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -953174.312500 Penalty: 4502.550293
	Iteration 54Q: 3 clusters Score -953174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -953178.250000 Penalty: 4502.550293
	Iteration 55Q: 3 clusters Score -953178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -953182.875000 Penalty: 4502.550293
	Iteration 56Q: 3 clusters Score -953182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -953193.062500 Penalty: 4502.550293
	Iteration 57Q: 3 clusters Score -953193.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -953202.625000 Penalty: 4502.550293
	Iteration 58Q: 3 clusters Score -953202.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -953214.312500 Penalty: 4502.550293
	Iteration 59Q: 3 clusters Score -953214.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -953225.750000 Penalty: 4502.550293
	Iteration 60F: 3 clusters Score -953225.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -953240.187500 Penalty: 4502.550293
	Iteration 61Q: 3 clusters Score -953240.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -953256.937500 Penalty: 4502.550293
	Iteration 62Q: 3 clusters Score -953256.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -953280.187500 Penalty: 4502.550293
	Iteration 63Q: 3 clusters Score -953280.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -953309.625000 Penalty: 4502.550293
	Iteration 64Q: 3 clusters Score -953309.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -953347.250000 Penalty: 4502.550293
	Iteration 65Q: 3 clusters Score -953347.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -953384.625000 Penalty: 4502.550293
	Iteration 66Q: 3 clusters Score -953384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -953412.125000 Penalty: 4502.550293
	Iteration 67Q: 3 clusters Score -953412.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -953436.750000 Penalty: 4502.550293
	Iteration 68Q: 3 clusters Score -953436.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -953459.625000 Penalty: 4502.550293
	Iteration 69Q: 3 clusters Score -953459.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -953480.812500 Penalty: 4502.550293
	Iteration 70Q: 3 clusters Score -953480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -953489.062500 Penalty: 4502.550293
	Iteration 71Q: 3 clusters Score -953489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -953497.375000 Penalty: 4502.550293
	Iteration 72Q: 3 clusters Score -953497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -953501.000000 Penalty: 4502.550293
	Iteration 73Q: 3 clusters Score -953501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -953505.625000 Penalty: 4502.550293
	Iteration 74Q: 3 clusters Score -953505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -953506.937500 Penalty: 4502.550293
	Iteration 75Q: 3 clusters Score -953506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -953512.250000 Penalty: 4502.550293
	Iteration 76Q: 3 clusters Score -953512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -953513.875000 Penalty: 4502.550293
	Iteration 77Q: 3 clusters Score -953513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -953513.875000 Penalty: 4502.550293
	Iteration 78Q: 3 clusters Score -953513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -953514.687500 Penalty: 4502.550293
	Iteration 79Q: 3 clusters Score -953514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -953515.000000 Penalty: 4502.550293
	Iteration 80F: 3 clusters Score -953515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 7215 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Mstep: Class 74 contains 1543 members 
Entering Unmasked Estep 
Score: -134504912.000000 Penalty: 255510.078125
Splitting cluster 40 changes total score from -134505104.000000 to -134504912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -326942.656250 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -326942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323880.781250 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -323880.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324493.593750 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -324493.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324665.906250 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -324665.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -324764.906250 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -324764.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -324831.187500 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -324831.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -324868.718750 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -324868.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -324888.125000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -324888.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -324903.000000 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -324903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -324912.437500 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -324912.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -324923.500000 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -324923.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -324931.781250 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -324931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -324938.937500 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -324938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -324945.125000 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -324945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -324950.718750 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -324950.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324957.031250 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -324957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -324965.312500 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -324965.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324973.218750 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -324973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -324979.781250 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -324979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -324983.062500 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -324983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -324988.375000 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -324988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324990.468750 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -324990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -324993.156250 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -324993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -324997.562500 Penalty: 3912.800049
	Iteration 22Q: 3 clusters Score -324997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325004.906250 Penalty: 3912.800049
	Iteration 23Q: 3 clusters Score -325004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -325011.437500 Penalty: 3912.800049
	Iteration 24Q: 3 clusters Score -325011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325017.125000 Penalty: 3912.800049
	Iteration 25Q: 3 clusters Score -325017.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -325025.343750 Penalty: 3912.800049
	Iteration 26Q: 3 clusters Score -325025.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -325038.562500 Penalty: 3912.800049
	Iteration 27Q: 3 clusters Score -325038.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -325055.218750 Penalty: 3912.800049
	Iteration 28Q: 3 clusters Score -325055.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -325071.125000 Penalty: 3912.800049
	Iteration 29Q: 3 clusters Score -325071.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -325085.093750 Penalty: 3912.800049
	Iteration 30Q: 3 clusters Score -325085.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -325106.187500 Penalty: 3912.800049
	Iteration 31Q: 3 clusters Score -325106.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -325132.187500 Penalty: 3912.800049
	Iteration 32Q: 3 clusters Score -325132.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325151.718750 Penalty: 3912.800049
	Iteration 33Q: 3 clusters Score -325151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -325167.093750 Penalty: 3912.800049
	Iteration 34Q: 3 clusters Score -325167.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -325184.187500 Penalty: 3912.800049
	Iteration 35Q: 3 clusters Score -325184.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -325199.125000 Penalty: 3912.800049
	Iteration 36Q: 3 clusters Score -325199.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -325222.406250 Penalty: 3912.800049
	Iteration 37Q: 3 clusters Score -325222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -325242.531250 Penalty: 3912.800049
	Iteration 38Q: 3 clusters Score -325242.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -325262.531250 Penalty: 3912.800049
	Iteration 39Q: 3 clusters Score -325262.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -325279.875000 Penalty: 3912.800049
	Iteration 40F: 3 clusters Score -325279.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -325296.156250 Penalty: 3912.800049
	Iteration 41Q: 3 clusters Score -325296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -325306.562500 Penalty: 3912.800049
	Iteration 42Q: 3 clusters Score -325306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -325323.906250 Penalty: 3912.800049
	Iteration 43Q: 3 clusters Score -325323.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -325336.812500 Penalty: 3912.800049
	Iteration 44Q: 3 clusters Score -325336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -325345.593750 Penalty: 3912.800049
	Iteration 45Q: 3 clusters Score -325345.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -325355.000000 Penalty: 3912.800049
	Iteration 46Q: 3 clusters Score -325355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -325365.750000 Penalty: 3912.800049
	Iteration 47Q: 3 clusters Score -325365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -325372.250000 Penalty: 3912.800049
	Iteration 48Q: 3 clusters Score -325372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -325379.187500 Penalty: 3912.800049
	Iteration 49Q: 3 clusters Score -325379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -325382.468750 Penalty: 3912.800049
	Iteration 50Q: 3 clusters Score -325382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -325384.812500 Penalty: 3912.800049
	Iteration 51Q: 3 clusters Score -325384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -325385.343750 Penalty: 3912.800049
	Iteration 52Q: 3 clusters Score -325385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -325388.343750 Penalty: 3912.800049
	Iteration 53Q: 3 clusters Score -325388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -325391.406250 Penalty: 3912.800049
	Iteration 54Q: 3 clusters Score -325391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -325395.062500 Penalty: 3912.800049
	Iteration 55Q: 3 clusters Score -325395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -325397.187500 Penalty: 3912.800049
	Iteration 56Q: 3 clusters Score -325397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -325398.093750 Penalty: 3912.800049
	Iteration 57Q: 3 clusters Score -325398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -325398.093750 Penalty: 3912.800049
	Iteration 58F: 3 clusters Score -325398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -1258449.750000 Penalty: 2219.023682
	Iteration 0F: 2 clusters Score -1258450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1252342.000000 Penalty: 4438.047363
	Iteration 0F: 3 clusters Score -1252342 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1254183.375000 Penalty: 4438.047363
	Iteration 1F: 3 clusters Score -1254183 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1254736.750000 Penalty: 4438.047363
	Iteration 2F: 3 clusters Score -1254737 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1255185.875000 Penalty: 4438.047363
	Iteration 3F: 3 clusters Score -1255186 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1255517.625000 Penalty: 4438.047363
	Iteration 4F: 3 clusters Score -1255518 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1255732.750000 Penalty: 4438.047363
	Iteration 5Q: 3 clusters Score -1255733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1255903.625000 Penalty: 4438.047363
	Iteration 6Q: 3 clusters Score -1255904 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1256037.125000 Penalty: 4438.047363
	Iteration 7Q: 3 clusters Score -1256037 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1256162.750000 Penalty: 4438.047363
	Iteration 8Q: 3 clusters Score -1256163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1256284.500000 Penalty: 4438.047363
	Iteration 9Q: 3 clusters Score -1256284 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1256381.500000 Penalty: 4438.047363
	Iteration 10Q: 3 clusters Score -1256382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1256451.875000 Penalty: 4438.047363
	Iteration 11Q: 3 clusters Score -1256452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1256515.625000 Penalty: 4438.047363
	Iteration 12Q: 3 clusters Score -1256516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1256586.625000 Penalty: 4438.047363
	Iteration 13Q: 3 clusters Score -1256587 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1256660.875000 Penalty: 4438.047363
	Iteration 14Q: 3 clusters Score -1256661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1256741.750000 Penalty: 4438.047363
	Iteration 15Q: 3 clusters Score -1256742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1256839.125000 Penalty: 4438.047363
	Iteration 16Q: 3 clusters Score -1256839 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1256935.625000 Penalty: 4438.047363
	Iteration 17Q: 3 clusters Score -1256936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1257042.875000 Penalty: 4438.047363
	Iteration 18Q: 3 clusters Score -1257043 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1257174.750000 Penalty: 4438.047363
	Iteration 19Q: 3 clusters Score -1257175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1257275.500000 Penalty: 4438.047363
	Iteration 20F: 3 clusters Score -1257276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1257367.375000 Penalty: 4438.047363
	Iteration 21Q: 3 clusters Score -1257367 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1257471.750000 Penalty: 4438.047363
	Iteration 22Q: 3 clusters Score -1257472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1257586.500000 Penalty: 4438.047363
	Iteration 23Q: 3 clusters Score -1257586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1257702.875000 Penalty: 4438.047363
	Iteration 24Q: 3 clusters Score -1257703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1257823.750000 Penalty: 4438.047363
	Iteration 25Q: 3 clusters Score -1257824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1257952.500000 Penalty: 4438.047363
	Iteration 26Q: 3 clusters Score -1257952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1258080.500000 Penalty: 4438.047363
	Iteration 27Q: 3 clusters Score -1258080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1258236.000000 Penalty: 4438.047363
	Iteration 28Q: 3 clusters Score -1258236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1258352.250000 Penalty: 4438.047363
	Iteration 29Q: 3 clusters Score -1258352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1258461.500000 Penalty: 4438.047363
	Iteration 30Q: 3 clusters Score -1258462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1258539.000000 Penalty: 4438.047363
	Iteration 31Q: 3 clusters Score -1258539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1258583.125000 Penalty: 4438.047363
	Iteration 32Q: 3 clusters Score -1258583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1258621.875000 Penalty: 4438.047363
	Iteration 33Q: 3 clusters Score -1258622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1258647.500000 Penalty: 4438.047363
	Iteration 34Q: 3 clusters Score -1258648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1258681.125000 Penalty: 4438.047363
	Iteration 35Q: 3 clusters Score -1258681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1258712.625000 Penalty: 4438.047363
	Iteration 36Q: 3 clusters Score -1258713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1258761.875000 Penalty: 4438.047363
	Iteration 37Q: 3 clusters Score -1258762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1258821.250000 Penalty: 4438.047363
	Iteration 38Q: 3 clusters Score -1258821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1258877.500000 Penalty: 4438.047363
	Iteration 39Q: 3 clusters Score -1258878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1258905.000000 Penalty: 4438.047363
	Iteration 40F: 3 clusters Score -1258905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1258921.125000 Penalty: 4438.047363
	Iteration 41Q: 3 clusters Score -1258921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1258948.000000 Penalty: 4438.047363
	Iteration 42Q: 3 clusters Score -1258948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1258982.125000 Penalty: 4438.047363
	Iteration 43Q: 3 clusters Score -1258982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1259017.625000 Penalty: 4438.047363
	Iteration 44Q: 3 clusters Score -1259018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1259049.625000 Penalty: 4438.047363
	Iteration 45Q: 3 clusters Score -1259050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1259081.125000 Penalty: 4438.047363
	Iteration 46Q: 3 clusters Score -1259081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1259104.750000 Penalty: 4438.047363
	Iteration 47Q: 3 clusters Score -1259105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1259109.250000 Penalty: 4438.047363
	Iteration 48Q: 3 clusters Score -1259109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1259112.750000 Penalty: 4438.047363
	Iteration 49Q: 3 clusters Score -1259113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1259113.500000 Penalty: 4438.047363
	Iteration 50Q: 3 clusters Score -1259114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1259113.500000 Penalty: 4438.047363
	Iteration 51F: 3 clusters Score -1259114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6320 members 
Mstep: Class 74 contains 7217 members 
Entering Unmasked Estep 
Score: -134505040.000000 Penalty: 255510.078125
Splitting cluster 42 changes total score from -134505104.000000 to -134505040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1436043.750000 Penalty: 2320.351807
	Iteration 0F: 2 clusters Score -1436044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1427362.875000 Penalty: 4640.703613
	Iteration 0F: 3 clusters Score -1427363 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1430013.125000 Penalty: 4640.703613
	Iteration 1F: 3 clusters Score -1430013 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1430371.125000 Penalty: 4640.703613
	Iteration 2F: 3 clusters Score -1430371 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1430700.250000 Penalty: 4640.703613
	Iteration 3F: 3 clusters Score -1430700 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1430986.000000 Penalty: 4640.703613
	Iteration 4Q: 3 clusters Score -1430986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1431254.625000 Penalty: 4640.703613
	Iteration 5Q: 3 clusters Score -1431255 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1431533.625000 Penalty: 4640.703613
	Iteration 6Q: 3 clusters Score -1431534 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1431844.500000 Penalty: 4640.703613
	Iteration 7Q: 3 clusters Score -1431844 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1432189.125000 Penalty: 4640.703613
	Iteration 8Q: 3 clusters Score -1432189 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1432573.375000 Penalty: 4640.703613
	Iteration 9Q: 3 clusters Score -1432573 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1432972.750000 Penalty: 4640.703613
	Iteration 10Q: 3 clusters Score -1432973 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1433316.500000 Penalty: 4640.703613
	Iteration 11Q: 3 clusters Score -1433316 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1433590.500000 Penalty: 4640.703613
	Iteration 12Q: 3 clusters Score -1433590 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1433807.000000 Penalty: 4640.703613
	Iteration 13Q: 3 clusters Score -1433807 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1433971.375000 Penalty: 4640.703613
	Iteration 14Q: 3 clusters Score -1433971 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1434094.875000 Penalty: 4640.703613
	Iteration 15Q: 3 clusters Score -1434095 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1434177.375000 Penalty: 4640.703613
	Iteration 16Q: 3 clusters Score -1434177 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1434228.125000 Penalty: 4640.703613
	Iteration 17Q: 3 clusters Score -1434228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1434267.250000 Penalty: 4640.703613
	Iteration 18Q: 3 clusters Score -1434267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1434300.625000 Penalty: 4640.703613
	Iteration 19Q: 3 clusters Score -1434301 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1434327.750000 Penalty: 4640.703613
	Iteration 20F: 3 clusters Score -1434328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1434359.625000 Penalty: 4640.703613
	Iteration 21Q: 3 clusters Score -1434360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1434376.375000 Penalty: 4640.703613
	Iteration 22Q: 3 clusters Score -1434376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1434402.000000 Penalty: 4640.703613
	Iteration 23Q: 3 clusters Score -1434402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1434421.500000 Penalty: 4640.703613
	Iteration 24Q: 3 clusters Score -1434422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1434438.000000 Penalty: 4640.703613
	Iteration 25Q: 3 clusters Score -1434438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1434459.000000 Penalty: 4640.703613
	Iteration 26Q: 3 clusters Score -1434459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1434476.375000 Penalty: 4640.703613
	Iteration 27Q: 3 clusters Score -1434476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1434502.750000 Penalty: 4640.703613
	Iteration 28Q: 3 clusters Score -1434503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1434528.750000 Penalty: 4640.703613
	Iteration 29Q: 3 clusters Score -1434529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1434552.500000 Penalty: 4640.703613
	Iteration 30Q: 3 clusters Score -1434552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1434580.375000 Penalty: 4640.703613
	Iteration 31Q: 3 clusters Score -1434580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1434608.500000 Penalty: 4640.703613
	Iteration 32Q: 3 clusters Score -1434608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1434630.250000 Penalty: 4640.703613
	Iteration 33Q: 3 clusters Score -1434630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1434652.125000 Penalty: 4640.703613
	Iteration 34Q: 3 clusters Score -1434652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1434660.625000 Penalty: 4640.703613
	Iteration 35Q: 3 clusters Score -1434661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1434682.250000 Penalty: 4640.703613
	Iteration 36Q: 3 clusters Score -1434682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1434692.375000 Penalty: 4640.703613
	Iteration 37Q: 3 clusters Score -1434692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1434701.875000 Penalty: 4640.703613
	Iteration 38Q: 3 clusters Score -1434702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1434712.250000 Penalty: 4640.703613
	Iteration 39Q: 3 clusters Score -1434712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1434727.000000 Penalty: 4640.703613
	Iteration 40F: 3 clusters Score -1434727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1434745.125000 Penalty: 4640.703613
	Iteration 41Q: 3 clusters Score -1434745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1434753.125000 Penalty: 4640.703613
	Iteration 42Q: 3 clusters Score -1434753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1434757.000000 Penalty: 4640.703613
	Iteration 43Q: 3 clusters Score -1434757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1434759.375000 Penalty: 4640.703613
	Iteration 44Q: 3 clusters Score -1434759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1434759.375000 Penalty: 4640.703613
	Iteration 45Q: 3 clusters Score -1434759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1434760.625000 Penalty: 4640.703613
	Iteration 46Q: 3 clusters Score -1434761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1434763.000000 Penalty: 4640.703613
	Iteration 47Q: 3 clusters Score -1434763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1434763.375000 Penalty: 4640.703613
	Iteration 48Q: 3 clusters Score -1434763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1434763.375000 Penalty: 4640.703613
	Iteration 49F: 3 clusters Score -1434763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -178259.671875 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -178259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175981.296875 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -175981.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176335.031250 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -176335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176418.125000 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -176418.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176466.750000 Penalty: 3631.309570
	Iteration 3Q: 3 clusters Score -176466.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -176500.328125 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -176500.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176535.093750 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -176535.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176575.671875 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -176575.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176609.968750 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -176610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176635.015625 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -176635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -176656.734375 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -176656.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176678.953125 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -176679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176700.609375 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -176700.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176720.546875 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -176720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -176736.062500 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -176736.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176752.734375 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -176752.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176770.390625 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -176770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -176788.984375 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -176789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176814.968750 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -176815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -176843.171875 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -176843.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -176891.062500 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -176891.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176941.671875 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -176941.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -176991.390625 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -176991.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177043.328125 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -177043.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177085.656250 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -177085.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -177143.250000 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -177143.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177174.921875 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -177174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -177201.875000 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -177201.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177224.562500 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -177224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -177243.843750 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -177243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177253.671875 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -177253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177260.140625 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -177260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177265.015625 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -177265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -177271.265625 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -177271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -177272.515625 Penalty: 3631.309570
	Iteration 33Q: 3 clusters Score -177272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177276.625000 Penalty: 3631.309570
	Iteration 34Q: 3 clusters Score -177276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177287.312500 Penalty: 3631.309570
	Iteration 35Q: 3 clusters Score -177287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -177293.296875 Penalty: 3631.309570
	Iteration 36Q: 3 clusters Score -177293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177296.937500 Penalty: 3631.309570
	Iteration 37Q: 3 clusters Score -177296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -177299.031250 Penalty: 3631.309570
	Iteration 38Q: 3 clusters Score -177299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177302.250000 Penalty: 3631.309570
	Iteration 39Q: 3 clusters Score -177302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177303.937500 Penalty: 3631.309570
	Iteration 40F: 3 clusters Score -177303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177305.859375 Penalty: 3631.309570
	Iteration 41Q: 3 clusters Score -177305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177309.250000 Penalty: 3631.309570
	Iteration 42Q: 3 clusters Score -177309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177311.171875 Penalty: 3631.309570
	Iteration 43Q: 3 clusters Score -177311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177311.562500 Penalty: 3631.309570
	Iteration 44Q: 3 clusters Score -177311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177311.562500 Penalty: 3631.309570
	Iteration 45F: 3 clusters Score -177311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Entering Unmasked Estep 
Score: -1620618.375000 Penalty: 2355.131104
	Iteration 0F: 2 clusters Score -1620618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1610854.875000 Penalty: 4710.262207
	Iteration 0F: 3 clusters Score -1610855 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1614044.625000 Penalty: 4710.262207
	Iteration 1F: 3 clusters Score -1614045 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1614476.500000 Penalty: 4710.262207
	Iteration 2F: 3 clusters Score -1614476 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1614867.750000 Penalty: 4710.262207
	Iteration 3F: 3 clusters Score -1614868 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1615274.250000 Penalty: 4710.262207
	Iteration 4F: 3 clusters Score -1615274 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1615704.250000 Penalty: 4710.262207
	Iteration 5Q: 3 clusters Score -1615704 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1616197.875000 Penalty: 4710.262207
	Iteration 6F: 3 clusters Score -1616198 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1616745.125000 Penalty: 4710.262207
	Iteration 7F: 3 clusters Score -1616745 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1617286.625000 Penalty: 4710.262207
	Iteration 8F: 3 clusters Score -1617287 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1617786.500000 Penalty: 4710.262207
	Iteration 9Q: 3 clusters Score -1617786 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1618195.375000 Penalty: 4710.262207
	Iteration 10Q: 3 clusters Score -1618195 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1618473.625000 Penalty: 4710.262207
	Iteration 11Q: 3 clusters Score -1618474 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1618638.125000 Penalty: 4710.262207
	Iteration 12Q: 3 clusters Score -1618638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1618734.500000 Penalty: 4710.262207
	Iteration 13Q: 3 clusters Score -1618734 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1618781.875000 Penalty: 4710.262207
	Iteration 14Q: 3 clusters Score -1618782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1618809.500000 Penalty: 4710.262207
	Iteration 15Q: 3 clusters Score -1618810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1618839.250000 Penalty: 4710.262207
	Iteration 16Q: 3 clusters Score -1618839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1618849.375000 Penalty: 4710.262207
	Iteration 17Q: 3 clusters Score -1618849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1618869.625000 Penalty: 4710.262207
	Iteration 18Q: 3 clusters Score -1618870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1618880.000000 Penalty: 4710.262207
	Iteration 19Q: 3 clusters Score -1618880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1618896.625000 Penalty: 4710.262207
	Iteration 20F: 3 clusters Score -1618897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1618907.625000 Penalty: 4710.262207
	Iteration 21Q: 3 clusters Score -1618908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1618917.875000 Penalty: 4710.262207
	Iteration 22Q: 3 clusters Score -1618918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1618930.625000 Penalty: 4710.262207
	Iteration 23Q: 3 clusters Score -1618931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1618943.375000 Penalty: 4710.262207
	Iteration 24Q: 3 clusters Score -1618943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1618948.625000 Penalty: 4710.262207
	Iteration 25Q: 3 clusters Score -1618949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1618954.500000 Penalty: 4710.262207
	Iteration 26Q: 3 clusters Score -1618954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1618962.250000 Penalty: 4710.262207
	Iteration 27Q: 3 clusters Score -1618962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1618964.500000 Penalty: 4710.262207
	Iteration 28Q: 3 clusters Score -1618964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1618973.375000 Penalty: 4710.262207
	Iteration 29Q: 3 clusters Score -1618973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1618983.375000 Penalty: 4710.262207
	Iteration 30Q: 3 clusters Score -1618983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1618985.625000 Penalty: 4710.262207
	Iteration 31Q: 3 clusters Score -1618986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1618990.875000 Penalty: 4710.262207
	Iteration 32Q: 3 clusters Score -1618991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1618993.500000 Penalty: 4710.262207
	Iteration 33Q: 3 clusters Score -1618994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1618993.125000 Penalty: 4710.262207
	Iteration 34Q: 3 clusters Score -1618993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1618996.625000 Penalty: 4710.262207
	Iteration 35Q: 3 clusters Score -1618997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1619003.375000 Penalty: 4710.262207
	Iteration 36Q: 3 clusters Score -1619003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1619015.625000 Penalty: 4710.262207
	Iteration 37Q: 3 clusters Score -1619016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1619015.000000 Penalty: 4710.262207
	Iteration 38Q: 3 clusters Score -1619015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1619017.000000 Penalty: 4710.262207
	Iteration 39Q: 3 clusters Score -1619017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1619021.375000 Penalty: 4710.262207
	Iteration 40F: 3 clusters Score -1619021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1619022.250000 Penalty: 4710.262207
	Iteration 41Q: 3 clusters Score -1619022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1619030.875000 Penalty: 4710.262207
	Iteration 42Q: 3 clusters Score -1619031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1619036.000000 Penalty: 4710.262207
	Iteration 43Q: 3 clusters Score -1619036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1619042.875000 Penalty: 4710.262207
	Iteration 44Q: 3 clusters Score -1619043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1619048.000000 Penalty: 4710.262207
	Iteration 45Q: 3 clusters Score -1619048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1619058.250000 Penalty: 4710.262207
	Iteration 46Q: 3 clusters Score -1619058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1619059.625000 Penalty: 4710.262207
	Iteration 47Q: 3 clusters Score -1619060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1619070.625000 Penalty: 4710.262207
	Iteration 48Q: 3 clusters Score -1619071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1619078.125000 Penalty: 4710.262207
	Iteration 49Q: 3 clusters Score -1619078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1619078.250000 Penalty: 4710.262207
	Iteration 50Q: 3 clusters Score -1619078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1619084.750000 Penalty: 4710.262207
	Iteration 51Q: 3 clusters Score -1619085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1619096.625000 Penalty: 4710.262207
	Iteration 52Q: 3 clusters Score -1619097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1619107.875000 Penalty: 4710.262207
	Iteration 53Q: 3 clusters Score -1619108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1619117.750000 Penalty: 4710.262207
	Iteration 54Q: 3 clusters Score -1619118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1619129.500000 Penalty: 4710.262207
	Iteration 55Q: 3 clusters Score -1619130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1619146.625000 Penalty: 4710.262207
	Iteration 56Q: 3 clusters Score -1619147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1619159.125000 Penalty: 4710.262207
	Iteration 57Q: 3 clusters Score -1619159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1619171.875000 Penalty: 4710.262207
	Iteration 58Q: 3 clusters Score -1619172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1619190.750000 Penalty: 4710.262207
	Iteration 59Q: 3 clusters Score -1619191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1619208.750000 Penalty: 4710.262207
	Iteration 60F: 3 clusters Score -1619209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1619230.000000 Penalty: 4710.262207
	Iteration 61Q: 3 clusters Score -1619230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1619242.750000 Penalty: 4710.262207
	Iteration 62Q: 3 clusters Score -1619243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1619255.375000 Penalty: 4710.262207
	Iteration 63Q: 3 clusters Score -1619255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1619267.875000 Penalty: 4710.262207
	Iteration 64Q: 3 clusters Score -1619268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1619282.250000 Penalty: 4710.262207
	Iteration 65Q: 3 clusters Score -1619282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1619297.125000 Penalty: 4710.262207
	Iteration 66Q: 3 clusters Score -1619297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1619310.000000 Penalty: 4710.262207
	Iteration 67Q: 3 clusters Score -1619310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1619317.375000 Penalty: 4710.262207
	Iteration 68Q: 3 clusters Score -1619317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1619327.625000 Penalty: 4710.262207
	Iteration 69Q: 3 clusters Score -1619328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1619339.250000 Penalty: 4710.262207
	Iteration 70Q: 3 clusters Score -1619339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1619354.125000 Penalty: 4710.262207
	Iteration 71Q: 3 clusters Score -1619354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1619354.000000 Penalty: 4710.262207
	Iteration 72Q: 3 clusters Score -1619354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1619361.250000 Penalty: 4710.262207
	Iteration 73Q: 3 clusters Score -1619361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1619365.500000 Penalty: 4710.262207
	Iteration 74Q: 3 clusters Score -1619366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1619371.750000 Penalty: 4710.262207
	Iteration 75Q: 3 clusters Score -1619372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1619370.750000 Penalty: 4710.262207
	Iteration 76Q: 3 clusters Score -1619371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1619372.250000 Penalty: 4710.262207
	Iteration 77Q: 3 clusters Score -1619372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1619371.000000 Penalty: 4710.262207
	Iteration 78Q: 3 clusters Score -1619371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1619374.500000 Penalty: 4710.262207
	Iteration 79Q: 3 clusters Score -1619374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1619374.375000 Penalty: 4710.262207
	Iteration 80F: 3 clusters Score -1619374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1619374.000000 Penalty: 4710.262207
	Iteration 81Q: 3 clusters Score -1619374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1619373.625000 Penalty: 4710.262207
	Iteration 82Q: 3 clusters Score -1619374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1619377.125000 Penalty: 4710.262207
	Iteration 83Q: 3 clusters Score -1619377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1619377.375000 Penalty: 4710.262207
	Iteration 84Q: 3 clusters Score -1619377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1619375.875000 Penalty: 4710.262207
	Iteration 85Q: 3 clusters Score -1619376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1619376.750000 Penalty: 4710.262207
	Iteration 86Q: 3 clusters Score -1619377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1619374.625000 Penalty: 4710.262207
	Iteration 87Q: 3 clusters Score -1619375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1619377.000000 Penalty: 4710.262207
	Iteration 88Q: 3 clusters Score -1619377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1619376.250000 Penalty: 4710.262207
	Iteration 89Q: 3 clusters Score -1619376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1619378.750000 Penalty: 4710.262207
	Iteration 90Q: 3 clusters Score -1619379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1619380.250000 Penalty: 4710.262207
	Iteration 91Q: 3 clusters Score -1619380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1619378.250000 Penalty: 4710.262207
	Iteration 92Q: 3 clusters Score -1619378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1619378.250000 Penalty: 4710.262207
	Iteration 93F: 3 clusters Score -1619378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Entering Unmasked Estep 
Score: -1541636.125000 Penalty: 2335.826416
	Iteration 0F: 2 clusters Score -1541636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1532499.875000 Penalty: 4671.652832
	Iteration 0F: 3 clusters Score -1532500 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1535149.500000 Penalty: 4671.652832
	Iteration 1F: 3 clusters Score -1535150 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1535454.750000 Penalty: 4671.652832
	Iteration 2F: 3 clusters Score -1535455 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1535699.500000 Penalty: 4671.652832
	Iteration 3Q: 3 clusters Score -1535700 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1535902.500000 Penalty: 4671.652832
	Iteration 4Q: 3 clusters Score -1535902 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1536135.500000 Penalty: 4671.652832
	Iteration 5Q: 3 clusters Score -1536136 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1536405.625000 Penalty: 4671.652832
	Iteration 6Q: 3 clusters Score -1536406 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1536734.500000 Penalty: 4671.652832
	Iteration 7Q: 3 clusters Score -1536734 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1537152.250000 Penalty: 4671.652832
	Iteration 8F: 3 clusters Score -1537152 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1537635.500000 Penalty: 4671.652832
	Iteration 9F: 3 clusters Score -1537636 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1538112.375000 Penalty: 4671.652832
	Iteration 10F: 3 clusters Score -1538112 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1538524.625000 Penalty: 4671.652832
	Iteration 11Q: 3 clusters Score -1538525 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1538829.750000 Penalty: 4671.652832
	Iteration 12Q: 3 clusters Score -1538830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1539058.375000 Penalty: 4671.652832
	Iteration 13Q: 3 clusters Score -1539058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1539227.375000 Penalty: 4671.652832
	Iteration 14Q: 3 clusters Score -1539227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1539336.375000 Penalty: 4671.652832
	Iteration 15Q: 3 clusters Score -1539336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1539407.125000 Penalty: 4671.652832
	Iteration 16Q: 3 clusters Score -1539407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1539451.875000 Penalty: 4671.652832
	Iteration 17Q: 3 clusters Score -1539452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1539470.375000 Penalty: 4671.652832
	Iteration 18Q: 3 clusters Score -1539470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1539491.000000 Penalty: 4671.652832
	Iteration 19Q: 3 clusters Score -1539491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1539501.375000 Penalty: 4671.652832
	Iteration 20F: 3 clusters Score -1539501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1539512.500000 Penalty: 4671.652832
	Iteration 21Q: 3 clusters Score -1539512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1539535.250000 Penalty: 4671.652832
	Iteration 22Q: 3 clusters Score -1539535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1539555.375000 Penalty: 4671.652832
	Iteration 23Q: 3 clusters Score -1539555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1539570.500000 Penalty: 4671.652832
	Iteration 24Q: 3 clusters Score -1539570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1539581.875000 Penalty: 4671.652832
	Iteration 25Q: 3 clusters Score -1539582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1539592.500000 Penalty: 4671.652832
	Iteration 26Q: 3 clusters Score -1539592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1539602.125000 Penalty: 4671.652832
	Iteration 27Q: 3 clusters Score -1539602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1539605.625000 Penalty: 4671.652832
	Iteration 28Q: 3 clusters Score -1539606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1539610.375000 Penalty: 4671.652832
	Iteration 29Q: 3 clusters Score -1539610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1539608.000000 Penalty: 4671.652832
	Iteration 30Q: 3 clusters Score -1539608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1539610.000000 Penalty: 4671.652832
	Iteration 31Q: 3 clusters Score -1539610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1539610.000000 Penalty: 4671.652832
	Iteration 32F: 3 clusters Score -1539610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -528839.812500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -528839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -524720.437500 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -524720.4 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -525714.937500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -525714.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -525943.812500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -525943.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -526083.625000 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -526083.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -526197.937500 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -526197.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -526306.750000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -526306.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -526391.750000 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -526391.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -526482.000000 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -526482 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -526585.187500 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -526585.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -526702.937500 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -526702.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -526831.375000 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -526831.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -526984.875000 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -526984.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -527152.562500 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -527152.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -527381.312500 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -527381.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -527710.875000 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -527710.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -527975.937500 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -527975.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -528119.062500 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -528119.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -528178.000000 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -528178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -528197.750000 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -528197.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -528208.312500 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -528208.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -528212.875000 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -528212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -528213.937500 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -528213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -528213.937500 Penalty: 4156.706543
	Iteration 22F: 3 clusters Score -528213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -681692.437500 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -681692.4 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 2776 members 
Entering Unmasked Estep 
Score: -676892.062500 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -676892.1 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -678150.937500 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -678150.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -678476.250000 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -678476.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -678736.250000 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -678736.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -678946.937500 Penalty: 4273.062500
	Iteration 4Q: 3 clusters Score -678946.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -679123.562500 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -679123.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -679298.937500 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -679298.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -679488.187500 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -679488.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -679718.937500 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -679718.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -679911.250000 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -679911.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -680051.000000 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -680051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -680177.000000 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -680177 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -680285.500000 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -680285.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -680353.125000 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -680353.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -680407.562500 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -680407.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -680446.187500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -680446.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -680471.125000 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -680471.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -680485.750000 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -680485.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -680495.000000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -680495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -680504.437500 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -680504.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -680516.937500 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -680516.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -680522.875000 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -680522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -680534.687500 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -680534.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -680546.187500 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -680546.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -680550.687500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -680550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -680551.937500 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -680551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -680554.687500 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -680554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -680557.000000 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -680557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -680556.937500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -680556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -680557.812500 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -680557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -680558.812500 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -680558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -680560.625000 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -680560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -680564.562500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -680564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -680568.000000 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -680568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -680572.000000 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -680572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -680574.187500 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -680574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -680575.750000 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -680575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -680578.000000 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -680578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -680577.937500 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -680577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -680579.312500 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -680579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -680580.375000 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -680580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -680582.125000 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -680582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -680582.125000 Penalty: 4273.062500
	Iteration 42F: 3 clusters Score -680582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -638438.312500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -638438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -633775.687500 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -633775.7 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -634929.312500 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -634929.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -635212.562500 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -635212.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -635392.500000 Penalty: 4246.929688
	Iteration 3F: 3 clusters Score -635392.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -635546.250000 Penalty: 4246.929688
	Iteration 4Q: 3 clusters Score -635546.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -635692.937500 Penalty: 4246.929688
	Iteration 5Q: 3 clusters Score -635692.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -635854.500000 Penalty: 4246.929688
	Iteration 6Q: 3 clusters Score -635854.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -636044.750000 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -636044.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -636225.437500 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -636225.4 nChanged 211
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: -636412.250000 Penalty: 4246.929688
	Iteration 9Q: 3 clusters Score -636412.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -636601.500000 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -636601.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -636780.625000 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -636780.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -636953.125000 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -636953.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -637131.312500 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -637131.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -637297.312500 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -637297.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -637467.625000 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -637467.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -637591.500000 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -637591.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -637673.875000 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -637673.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -637725.437500 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -637725.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -637765.062500 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -637765.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -637787.375000 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -637787.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -637797.437500 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -637797.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -637802.687500 Penalty: 4246.929688
	Iteration 22Q: 3 clusters Score -637802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -637804.687500 Penalty: 4246.929688
	Iteration 23Q: 3 clusters Score -637804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -637805.937500 Penalty: 4246.929688
	Iteration 24Q: 3 clusters Score -637805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -637806.625000 Penalty: 4246.929688
	Iteration 25Q: 3 clusters Score -637806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -637807.000000 Penalty: 4246.929688
	Iteration 26Q: 3 clusters Score -637807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -637807.125000 Penalty: 4246.929688
	Iteration 27Q: 3 clusters Score -637807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -637807.125000 Penalty: 4246.929688
	Iteration 28F: 3 clusters Score -637807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -47029.269531 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -47029.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45636.203125 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -45636.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46049.976562 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -46049.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46353.492188 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -46353.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46507.859375 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -46507.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46583.367188 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -46583.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46602.066406 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -46602.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46606.207031 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -46606.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46609.101562 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -46609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46609.101562 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -46609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -247573.718750 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -247573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245313.281250 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -245313.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245826.890625 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -245826.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -246124.125000 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -246124.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -246358.531250 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -246358.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246562.593750 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -246562.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246721.265625 Penalty: 3633.927002
	Iteration 5F: 3 clusters Score -246721.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -246852.812500 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -246852.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -246940.187500 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -246940.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -247023.812500 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -247023.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -247077.406250 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -247077.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247122.296875 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -247122.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247170.484375 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -247170.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247242.375000 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -247242.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247282.859375 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -247282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247297.093750 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -247297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -247312.031250 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -247312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -247326.937500 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -247326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247336.953125 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -247337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247342.421875 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -247342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247347.062500 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -247347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247347.062500 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -247347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -440019.250000 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -440019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -436409.562500 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -436409.6 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -437160.906250 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -437160.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -437357.812500 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -437357.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -437484.781250 Penalty: 4059.656982
	Iteration 3F: 3 clusters Score -437484.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -437583.968750 Penalty: 4059.656982
	Iteration 4Q: 3 clusters Score -437584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -437662.437500 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -437662.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -437751.906250 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -437751.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -437829.250000 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -437829.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -437895.906250 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -437895.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -437960.093750 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -437960.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -438012.125000 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -438012.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -438062.437500 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -438062.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -438095.531250 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -438095.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -438116.093750 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -438116.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -438135.906250 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -438135.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -438157.531250 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -438157.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -438177.500000 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -438177.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -438199.093750 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -438199.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -438221.375000 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -438221.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -438241.781250 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -438241.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -438256.000000 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -438256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -438269.812500 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -438269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -438283.750000 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -438283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -438297.625000 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -438297.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -438308.625000 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -438308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -438317.593750 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -438317.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -438325.625000 Penalty: 4059.656982
	Iteration 26Q: 3 clusters Score -438325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -438333.031250 Penalty: 4059.656982
	Iteration 27Q: 3 clusters Score -438333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -438340.500000 Penalty: 4059.656982
	Iteration 28Q: 3 clusters Score -438340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -438346.343750 Penalty: 4059.656982
	Iteration 29Q: 3 clusters Score -438346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -438351.812500 Penalty: 4059.656982
	Iteration 30Q: 3 clusters Score -438351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -438354.218750 Penalty: 4059.656982
	Iteration 31Q: 3 clusters Score -438354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -438354.468750 Penalty: 4059.656982
	Iteration 32Q: 3 clusters Score -438354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -438354.468750 Penalty: 4059.656982
	Iteration 33F: 3 clusters Score -438354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -649137.250000 Penalty: 2128.300537
	Iteration 0F: 2 clusters Score -649137.2 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 2619 members 
Entering Unmasked Estep 
Score: -644457.687500 Penalty: 4256.601074
	Iteration 0F: 3 clusters Score -644457.7 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -645603.812500 Penalty: 4256.601074
	Iteration 1F: 3 clusters Score -645603.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -645912.625000 Penalty: 4256.601074
	Iteration 2F: 3 clusters Score -645912.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -646191.500000 Penalty: 4256.601074
	Iteration 3F: 3 clusters Score -646191.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -646450.125000 Penalty: 4256.601074
	Iteration 4F: 3 clusters Score -646450.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -646692.750000 Penalty: 4256.601074
	Iteration 5F: 3 clusters Score -646692.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -646967.000000 Penalty: 4256.601074
	Iteration 6F: 3 clusters Score -646967 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -647196.437500 Penalty: 4256.601074
	Iteration 7F: 3 clusters Score -647196.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -647390.000000 Penalty: 4256.601074
	Iteration 8Q: 3 clusters Score -647390 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -647529.750000 Penalty: 4256.601074
	Iteration 9Q: 3 clusters Score -647529.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -647597.125000 Penalty: 4256.601074
	Iteration 10Q: 3 clusters Score -647597.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -647635.500000 Penalty: 4256.601074
	Iteration 11Q: 3 clusters Score -647635.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -647652.625000 Penalty: 4256.601074
	Iteration 12Q: 3 clusters Score -647652.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -647664.812500 Penalty: 4256.601074
	Iteration 13Q: 3 clusters Score -647664.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -647675.437500 Penalty: 4256.601074
	Iteration 14Q: 3 clusters Score -647675.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647679.625000 Penalty: 4256.601074
	Iteration 15Q: 3 clusters Score -647679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -647684.437500 Penalty: 4256.601074
	Iteration 16Q: 3 clusters Score -647684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -647687.750000 Penalty: 4256.601074
	Iteration 17Q: 3 clusters Score -647687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -647689.562500 Penalty: 4256.601074
	Iteration 18Q: 3 clusters Score -647689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -647690.125000 Penalty: 4256.601074
	Iteration 19Q: 3 clusters Score -647690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -647691.187500 Penalty: 4256.601074
	Iteration 20F: 3 clusters Score -647691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -647692.500000 Penalty: 4256.601074
	Iteration 21Q: 3 clusters Score -647692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -647693.250000 Penalty: 4256.601074
	Iteration 22Q: 3 clusters Score -647693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -647693.875000 Penalty: 4256.601074
	Iteration 23Q: 3 clusters Score -647693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -647695.500000 Penalty: 4256.601074
	Iteration 24Q: 3 clusters Score -647695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -647694.500000 Penalty: 4256.601074
	Iteration 25Q: 3 clusters Score -647694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -647695.437500 Penalty: 4256.601074
	Iteration 26Q: 3 clusters Score -647695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -647695.062500 Penalty: 4256.601074
	Iteration 27Q: 3 clusters Score -647695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -647696.562500 Penalty: 4256.601074
	Iteration 28Q: 3 clusters Score -647696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -647696.250000 Penalty: 4256.601074
	Iteration 29Q: 3 clusters Score -647696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -647697.250000 Penalty: 4256.601074
	Iteration 30Q: 3 clusters Score -647697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -647696.750000 Penalty: 4256.601074
	Iteration 31Q: 3 clusters Score -647696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -647697.562500 Penalty: 4256.601074
	Iteration 32Q: 3 clusters Score -647697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -647696.625000 Penalty: 4256.601074
	Iteration 33Q: 3 clusters Score -647696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -647699.375000 Penalty: 4256.601074
	Iteration 34Q: 3 clusters Score -647699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -647699.500000 Penalty: 4256.601074
	Iteration 35Q: 3 clusters Score -647699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -647700.562500 Penalty: 4256.601074
	Iteration 36Q: 3 clusters Score -647700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -647700.562500 Penalty: 4256.601074
	Iteration 37F: 3 clusters Score -647700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Entering Unmasked Estep 
Score: -1332178.375000 Penalty: 2300.293945
	Iteration 0F: 2 clusters Score -1332178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1324052.000000 Penalty: 4600.587891
	Iteration 0F: 3 clusters Score -1324052 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1326343.375000 Penalty: 4600.587891
	Iteration 1F: 3 clusters Score -1326343 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1326619.375000 Penalty: 4600.587891
	Iteration 2F: 3 clusters Score -1326619 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1326844.125000 Penalty: 4600.587891
	Iteration 3Q: 3 clusters Score -1326844 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1327038.375000 Penalty: 4600.587891
	Iteration 4Q: 3 clusters Score -1327038 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1327204.500000 Penalty: 4600.587891
	Iteration 5Q: 3 clusters Score -1327204 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1327359.250000 Penalty: 4600.587891
	Iteration 6Q: 3 clusters Score -1327359 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1327530.125000 Penalty: 4600.587891
	Iteration 7Q: 3 clusters Score -1327530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1327716.375000 Penalty: 4600.587891
	Iteration 8Q: 3 clusters Score -1327716 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1327901.750000 Penalty: 4600.587891
	Iteration 9Q: 3 clusters Score -1327902 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1328087.875000 Penalty: 4600.587891
	Iteration 10Q: 3 clusters Score -1328088 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1328275.625000 Penalty: 4600.587891
	Iteration 11Q: 3 clusters Score -1328276 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1328448.500000 Penalty: 4600.587891
	Iteration 12Q: 3 clusters Score -1328448 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1328615.750000 Penalty: 4600.587891
	Iteration 13Q: 3 clusters Score -1328616 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1328759.875000 Penalty: 4600.587891
	Iteration 14Q: 3 clusters Score -1328760 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1328860.125000 Penalty: 4600.587891
	Iteration 15Q: 3 clusters Score -1328860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1328931.000000 Penalty: 4600.587891
	Iteration 16Q: 3 clusters Score -1328931 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1329003.000000 Penalty: 4600.587891
	Iteration 17Q: 3 clusters Score -1329003 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1329068.625000 Penalty: 4600.587891
	Iteration 18Q: 3 clusters Score -1329069 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1329122.125000 Penalty: 4600.587891
	Iteration 19Q: 3 clusters Score -1329122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1329172.750000 Penalty: 4600.587891
	Iteration 20F: 3 clusters Score -1329173 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1329223.500000 Penalty: 4600.587891
	Iteration 21Q: 3 clusters Score -1329224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1329284.500000 Penalty: 4600.587891
	Iteration 22Q: 3 clusters Score -1329284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1329359.250000 Penalty: 4600.587891
	Iteration 23Q: 3 clusters Score -1329359 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1329422.375000 Penalty: 4600.587891
	Iteration 24Q: 3 clusters Score -1329422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1329482.750000 Penalty: 4600.587891
	Iteration 25Q: 3 clusters Score -1329483 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1329536.500000 Penalty: 4600.587891
	Iteration 26Q: 3 clusters Score -1329536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1329585.625000 Penalty: 4600.587891
	Iteration 27Q: 3 clusters Score -1329586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1329624.625000 Penalty: 4600.587891
	Iteration 28Q: 3 clusters Score -1329625 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1329673.875000 Penalty: 4600.587891
	Iteration 29Q: 3 clusters Score -1329674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1329722.625000 Penalty: 4600.587891
	Iteration 30Q: 3 clusters Score -1329723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1329760.875000 Penalty: 4600.587891
	Iteration 31Q: 3 clusters Score -1329761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1329787.125000 Penalty: 4600.587891
	Iteration 32Q: 3 clusters Score -1329787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1329812.750000 Penalty: 4600.587891
	Iteration 33Q: 3 clusters Score -1329813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1329843.500000 Penalty: 4600.587891
	Iteration 34Q: 3 clusters Score -1329844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1329870.625000 Penalty: 4600.587891
	Iteration 35Q: 3 clusters Score -1329871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1329892.500000 Penalty: 4600.587891
	Iteration 36Q: 3 clusters Score -1329892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1329908.250000 Penalty: 4600.587891
	Iteration 37Q: 3 clusters Score -1329908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1329931.750000 Penalty: 4600.587891
	Iteration 38Q: 3 clusters Score -1329932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1329942.250000 Penalty: 4600.587891
	Iteration 39Q: 3 clusters Score -1329942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1329955.500000 Penalty: 4600.587891
	Iteration 40F: 3 clusters Score -1329956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1329973.500000 Penalty: 4600.587891
	Iteration 41Q: 3 clusters Score -1329974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1329988.625000 Penalty: 4600.587891
	Iteration 42Q: 3 clusters Score -1329989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1330000.125000 Penalty: 4600.587891
	Iteration 43Q: 3 clusters Score -1330000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1330008.500000 Penalty: 4600.587891
	Iteration 44Q: 3 clusters Score -1330008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1330014.375000 Penalty: 4600.587891
	Iteration 45Q: 3 clusters Score -1330014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1330021.875000 Penalty: 4600.587891
	Iteration 46Q: 3 clusters Score -1330022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1330027.000000 Penalty: 4600.587891
	Iteration 47Q: 3 clusters Score -1330027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1330030.750000 Penalty: 4600.587891
	Iteration 48Q: 3 clusters Score -1330031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1330038.000000 Penalty: 4600.587891
	Iteration 49Q: 3 clusters Score -1330038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1330038.250000 Penalty: 4600.587891
	Iteration 50Q: 3 clusters Score -1330038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1330046.750000 Penalty: 4600.587891
	Iteration 51Q: 3 clusters Score -1330047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1330054.375000 Penalty: 4600.587891
	Iteration 52Q: 3 clusters Score -1330054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1330060.000000 Penalty: 4600.587891
	Iteration 53Q: 3 clusters Score -1330060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1330068.500000 Penalty: 4600.587891
	Iteration 54Q: 3 clusters Score -1330068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1330072.125000 Penalty: 4600.587891
	Iteration 55Q: 3 clusters Score -1330072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1330077.875000 Penalty: 4600.587891
	Iteration 56Q: 3 clusters Score -1330078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1330079.875000 Penalty: 4600.587891
	Iteration 57Q: 3 clusters Score -1330080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1330087.375000 Penalty: 4600.587891
	Iteration 58Q: 3 clusters Score -1330087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1330097.625000 Penalty: 4600.587891
	Iteration 59Q: 3 clusters Score -1330098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1330107.500000 Penalty: 4600.587891
	Iteration 60F: 3 clusters Score -1330108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1330118.000000 Penalty: 4600.587891
	Iteration 61Q: 3 clusters Score -1330118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1330120.375000 Penalty: 4600.587891
	Iteration 62Q: 3 clusters Score -1330120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1330128.000000 Penalty: 4600.587891
	Iteration 63Q: 3 clusters Score -1330128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1330133.500000 Penalty: 4600.587891
	Iteration 64Q: 3 clusters Score -1330134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1330139.750000 Penalty: 4600.587891
	Iteration 65Q: 3 clusters Score -1330140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1330143.125000 Penalty: 4600.587891
	Iteration 66Q: 3 clusters Score -1330143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1330147.375000 Penalty: 4600.587891
	Iteration 67Q: 3 clusters Score -1330147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1330151.125000 Penalty: 4600.587891
	Iteration 68Q: 3 clusters Score -1330151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1330153.375000 Penalty: 4600.587891
	Iteration 69Q: 3 clusters Score -1330153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1330153.375000 Penalty: 4600.587891
	Iteration 70F: 3 clusters Score -1330153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -282152.781250 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -282152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279203.593750 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -279203.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -280017.875000 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -280017.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -280309.156250 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -280309.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -280520.937500 Penalty: 3892.877686
	Iteration 3F: 3 clusters Score -280520.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -280663.625000 Penalty: 3892.877686
	Iteration 4F: 3 clusters Score -280663.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -280747.312500 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -280747.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280810.343750 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -280810.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280851.437500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -280851.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -280882.843750 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -280882.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -280905.687500 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -280905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280915.343750 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -280915.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -280925.843750 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -280925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280936.843750 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -280936.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280943.781250 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -280943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -280949.843750 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -280949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280956.312500 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -280956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -280958.968750 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -280959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -280961.812500 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -280961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -280965.437500 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -280965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -280968.062500 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -280968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -280969.625000 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -280969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -280971.781250 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -280971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -280974.812500 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -280974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -280975.843750 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -280975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280977.937500 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -280977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -280979.218750 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -280979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280978.875000 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -280978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280978.875000 Penalty: 3892.877686
	Iteration 27F: 3 clusters Score -280978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -133085.015625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -133085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131010.101562 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -131010.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131315.171875 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -131315.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131408.875000 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -131408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131433.406250 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -131433.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131450.968750 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -131451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131461.453125 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -131461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131475.406250 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -131475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131484.468750 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -131484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131490.000000 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -131490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131493.671875 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -131493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131498.656250 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -131498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131500.234375 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -131500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131500.234375 Penalty: 3473.520508
	Iteration 12F: 3 clusters Score -131500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -508630.875000 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -508630.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -504735.531250 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -504735.5 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -505610.468750 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -505610.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -505805.843750 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -505805.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -505959.593750 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -505959.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -506077.250000 Penalty: 4124.520996
	Iteration 4Q: 3 clusters Score -506077.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -506164.218750 Penalty: 4124.520996
	Iteration 5Q: 3 clusters Score -506164.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -506225.250000 Penalty: 4124.520996
	Iteration 6Q: 3 clusters Score -506225.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -506274.093750 Penalty: 4124.520996
	Iteration 7Q: 3 clusters Score -506274.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -506334.718750 Penalty: 4124.520996
	Iteration 8Q: 3 clusters Score -506334.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -506412.375000 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -506412.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -506515.343750 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -506515.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -506609.031250 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -506609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -506711.687500 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -506711.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -506822.843750 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -506822.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -506943.718750 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -506943.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -507059.843750 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -507059.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -507159.718750 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -507159.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -507228.312500 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -507228.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -507295.000000 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -507295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -507345.093750 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -507345.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -507380.218750 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -507380.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -507414.562500 Penalty: 4124.520996
	Iteration 21Q: 3 clusters Score -507414.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -507457.187500 Penalty: 4124.520996
	Iteration 22Q: 3 clusters Score -507457.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -507486.031250 Penalty: 4124.520996
	Iteration 23Q: 3 clusters Score -507486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -507512.218750 Penalty: 4124.520996
	Iteration 24Q: 3 clusters Score -507512.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -507532.406250 Penalty: 4124.520996
	Iteration 25Q: 3 clusters Score -507532.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -507549.656250 Penalty: 4124.520996
	Iteration 26Q: 3 clusters Score -507549.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -507559.093750 Penalty: 4124.520996
	Iteration 27Q: 3 clusters Score -507559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -507564.312500 Penalty: 4124.520996
	Iteration 28Q: 3 clusters Score -507564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -507568.687500 Penalty: 4124.520996
	Iteration 29Q: 3 clusters Score -507568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -507577.562500 Penalty: 4124.520996
	Iteration 30Q: 3 clusters Score -507577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -507585.656250 Penalty: 4124.520996
	Iteration 31Q: 3 clusters Score -507585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -507590.437500 Penalty: 4124.520996
	Iteration 32Q: 3 clusters Score -507590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -507591.968750 Penalty: 4124.520996
	Iteration 33Q: 3 clusters Score -507592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -507593.468750 Penalty: 4124.520996
	Iteration 34Q: 3 clusters Score -507593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -507595.125000 Penalty: 4124.520996
	Iteration 35Q: 3 clusters Score -507595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -507596.406250 Penalty: 4124.520996
	Iteration 36Q: 3 clusters Score -507596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -507596.843750 Penalty: 4124.520996
	Iteration 37Q: 3 clusters Score -507596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -507596.437500 Penalty: 4124.520996
	Iteration 38Q: 3 clusters Score -507596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -507596.437500 Penalty: 4124.520996
	Iteration 39F: 3 clusters Score -507596.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -458230.156250 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -458230.2 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 1891 members 
Entering Unmasked Estep 
Score: -454467.812500 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -454467.8 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -455281.250000 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -455281.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -455546.781250 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -455546.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -455787.812500 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -455787.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -456012.281250 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -456012.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -456263.718750 Penalty: 4089.189697
	Iteration 5F: 3 clusters Score -456263.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -456509.937500 Penalty: 4089.189697
	Iteration 6F: 3 clusters Score -456509.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -456743.093750 Penalty: 4089.189697
	Iteration 7F: 3 clusters Score -456743.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -456895.843750 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -456895.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -457035.625000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -457035.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -457134.218750 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -457134.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -457209.781250 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -457209.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -457259.375000 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -457259.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -457290.031250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -457290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -457309.218750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -457309.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457333.000000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -457333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -457353.406250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -457353.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -457368.125000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -457368.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -457380.718750 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -457380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -457389.781250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -457389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -457398.312500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -457398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -457406.875000 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -457406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -457417.687500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -457417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -457428.375000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -457428.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -457438.656250 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -457438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -457458.281250 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -457458.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -457478.312500 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -457478.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -457508.156250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -457508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -457532.250000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -457532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -457554.031250 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -457554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -457563.750000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -457563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -457566.968750 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -457567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -457569.812500 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -457569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -457570.750000 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -457570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -457570.437500 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -457570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -457572.062500 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -457572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -457573.000000 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -457573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -457573.125000 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -457573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -457573.500000 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -457573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -457574.156250 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -457574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -457574.156250 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -457574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Entering Unmasked Estep 
Score: -1212336.375000 Penalty: 2279.002441
	Iteration 0F: 2 clusters Score -1212336 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 4978 members 
Entering Unmasked Estep 
Score: -1204809.000000 Penalty: 4558.004883
	Iteration 0F: 3 clusters Score -1204809 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1207064.750000 Penalty: 4558.004883
	Iteration 1F: 3 clusters Score -1207065 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1207465.000000 Penalty: 4558.004883
	Iteration 2F: 3 clusters Score -1207465 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1207786.125000 Penalty: 4558.004883
	Iteration 3F: 3 clusters Score -1207786 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1208047.250000 Penalty: 4558.004883
	Iteration 4F: 3 clusters Score -1208047 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1208288.000000 Penalty: 4558.004883
	Iteration 5Q: 3 clusters Score -1208288 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1208517.500000 Penalty: 4558.004883
	Iteration 6Q: 3 clusters Score -1208518 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1208775.375000 Penalty: 4558.004883
	Iteration 7Q: 3 clusters Score -1208775 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1209040.000000 Penalty: 4558.004883
	Iteration 8Q: 3 clusters Score -1209040 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1209305.625000 Penalty: 4558.004883
	Iteration 9Q: 3 clusters Score -1209306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1209528.000000 Penalty: 4558.004883
	Iteration 10Q: 3 clusters Score -1209528 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1209723.875000 Penalty: 4558.004883
	Iteration 11Q: 3 clusters Score -1209724 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1209914.500000 Penalty: 4558.004883
	Iteration 12Q: 3 clusters Score -1209914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1210043.000000 Penalty: 4558.004883
	Iteration 13Q: 3 clusters Score -1210043 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1210166.750000 Penalty: 4558.004883
	Iteration 14Q: 3 clusters Score -1210167 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1210266.750000 Penalty: 4558.004883
	Iteration 15Q: 3 clusters Score -1210267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1210372.250000 Penalty: 4558.004883
	Iteration 16Q: 3 clusters Score -1210372 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1210468.625000 Penalty: 4558.004883
	Iteration 17Q: 3 clusters Score -1210469 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1210607.625000 Penalty: 4558.004883
	Iteration 18Q: 3 clusters Score -1210608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1210798.125000 Penalty: 4558.004883
	Iteration 19Q: 3 clusters Score -1210798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1210937.125000 Penalty: 4558.004883
	Iteration 20F: 3 clusters Score -1210937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1211020.375000 Penalty: 4558.004883
	Iteration 21Q: 3 clusters Score -1211020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1211067.875000 Penalty: 4558.004883
	Iteration 22Q: 3 clusters Score -1211068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1211084.500000 Penalty: 4558.004883
	Iteration 23Q: 3 clusters Score -1211084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1211097.500000 Penalty: 4558.004883
	Iteration 24Q: 3 clusters Score -1211098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1211099.750000 Penalty: 4558.004883
	Iteration 25Q: 3 clusters Score -1211100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1211104.750000 Penalty: 4558.004883
	Iteration 26Q: 3 clusters Score -1211105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1211105.500000 Penalty: 4558.004883
	Iteration 27Q: 3 clusters Score -1211106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1211108.750000 Penalty: 4558.004883
	Iteration 28Q: 3 clusters Score -1211109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1211107.125000 Penalty: 4558.004883
	Iteration 29Q: 3 clusters Score -1211107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1211112.625000 Penalty: 4558.004883
	Iteration 30Q: 3 clusters Score -1211113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1211111.750000 Penalty: 4558.004883
	Iteration 31Q: 3 clusters Score -1211112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1211111.250000 Penalty: 4558.004883
	Iteration 32Q: 3 clusters Score -1211111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1211111.250000 Penalty: 4558.004883
	Iteration 33F: 3 clusters Score -1211111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -370008.312500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -370008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366664.718750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -366664.7 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -367458.250000 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -367458.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -367762.687500 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -367762.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -368026.687500 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -368026.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -368250.625000 Penalty: 3992.357422
	Iteration 4F: 3 clusters Score -368250.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -368418.875000 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -368418.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -368547.750000 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -368547.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -368659.531250 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -368659.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -368770.843750 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -368770.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -368900.625000 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -368900.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -369048.500000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -369048.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -369183.625000 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -369183.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -369293.218750 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -369293.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369368.875000 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -369368.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -369406.687500 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -369406.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369420.750000 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -369420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -369424.187500 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -369424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369426.406250 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -369426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369431.843750 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -369431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369436.875000 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -369436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369440.437500 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -369440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369443.250000 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -369443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369444.343750 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -369444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369444.875000 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -369444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -369445.812500 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -369445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -369445.500000 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -369445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -369447.093750 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -369447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -369446.843750 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -369446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369447.718750 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -369447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369447.718750 Penalty: 3992.357422
	Iteration 29F: 3 clusters Score -369447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -355441.125000 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -355441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -351954.468750 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -351954.5 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -352909.937500 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -352909.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -353407.218750 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -353407.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -353907.218750 Penalty: 4034.695801
	Iteration 3F: 3 clusters Score -353907.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -354291.937500 Penalty: 4034.695801
	Iteration 4F: 3 clusters Score -354291.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -354537.156250 Penalty: 4034.695801
	Iteration 5F: 3 clusters Score -354537.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -354712.312500 Penalty: 4034.695801
	Iteration 6Q: 3 clusters Score -354712.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -354875.125000 Penalty: 4034.695801
	Iteration 7Q: 3 clusters Score -354875.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -354988.468750 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -354988.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -355076.343750 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -355076.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -355126.468750 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -355126.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355169.625000 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -355169.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -355206.250000 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -355206.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355223.937500 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -355223.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355242.343750 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -355242.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -355262.187500 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -355262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -355280.031250 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -355280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355301.062500 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -355301.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -355316.562500 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -355316.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355334.406250 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -355334.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355345.687500 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -355345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -355351.906250 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -355351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -355356.062500 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -355356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -355360.343750 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -355360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -355361.000000 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -355361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -355362.656250 Penalty: 4034.695801
	Iteration 25Q: 3 clusters Score -355362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -355362.656250 Penalty: 4034.695801
	Iteration 26F: 3 clusters Score -355362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -923977.500000 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -923977.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -917843.375000 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -917843.4 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -919635.187500 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -919635.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -920053.500000 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -920053.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -920431.000000 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -920431 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -920802.250000 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -920802.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -921234.812500 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -921234.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -921639.000000 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -921639 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -922006.125000 Penalty: 4423.583984
	Iteration 7F: 3 clusters Score -922006.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -922370.750000 Penalty: 4423.583984
	Iteration 8F: 3 clusters Score -922370.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -922688.187500 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -922688.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -922873.187500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -922873.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -922981.250000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -922981.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -923035.000000 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -923035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -923064.687500 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -923064.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -923077.500000 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -923077.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -923090.187500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -923090.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -923095.812500 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -923095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -923102.687500 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -923102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -923107.500000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -923107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -923108.500000 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -923108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -923109.500000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -923109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -923109.625000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -923109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -923109.625000 Penalty: 4423.583984
	Iteration 22F: 3 clusters Score -923109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33192.273438 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33192.27 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 181 members 
Entering Unmasked Estep 
Score: -31997.083984 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -31997.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32183.716797 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32183.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32243.091797 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -32243.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32255.753906 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -32255.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32256.853516 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32256.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32256.853516 Penalty: 2885.287109
	Iteration 5F: 3 clusters Score -32256.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -206316.937500 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -206316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -204176.484375 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -204176.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204655.734375 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -204655.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204965.140625 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -204965.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -205180.765625 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -205180.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -205367.390625 Penalty: 3549.463623
	Iteration 4F: 3 clusters Score -205367.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -205505.265625 Penalty: 3549.463623
	Iteration 5F: 3 clusters Score -205505.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -205590.375000 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -205590.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -205722.656250 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -205722.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -205854.281250 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -205854.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -205981.218750 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -205981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -206060.718750 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -206060.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -206111.687500 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -206111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -206135.578125 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -206135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -206163.484375 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -206163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -206185.359375 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -206185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -206192.515625 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -206192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -206196.578125 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -206196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -206198.718750 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -206198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -206200.343750 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -206200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -206201.078125 Penalty: 3549.463623
	Iteration 19Q: 3 clusters Score -206201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -206211.687500 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -206211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -206224.296875 Penalty: 3549.463623
	Iteration 21Q: 3 clusters Score -206224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -206233.468750 Penalty: 3549.463623
	Iteration 22Q: 3 clusters Score -206233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -206233.203125 Penalty: 3549.463623
	Iteration 23Q: 3 clusters Score -206233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -206234.390625 Penalty: 3549.463623
	Iteration 24Q: 3 clusters Score -206234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -206234.390625 Penalty: 3549.463623
	Iteration 25F: 3 clusters Score -206234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -406518.468750 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -406518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -403022.031250 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -403022 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403851.562500 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -403851.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -404057.312500 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -404057.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -404215.781250 Penalty: 4026.038818
	Iteration 3F: 3 clusters Score -404215.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -404331.250000 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -404331.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -404446.437500 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -404446.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -404558.781250 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -404558.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -404653.593750 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -404653.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -404738.218750 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -404738.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -404838.843750 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -404838.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -404904.687500 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -404904.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -404947.468750 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -404947.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -404971.250000 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -404971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -404993.656250 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -404993.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -405006.406250 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -405006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -405014.687500 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -405014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -405023.406250 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -405023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -405031.406250 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -405031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -405034.281250 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -405034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -405036.031250 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -405036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -405040.187500 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -405040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -405040.750000 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -405040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -405040.750000 Penalty: 4026.038818
	Iteration 22F: 3 clusters Score -405040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -494776.125000 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -494776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -491534.093750 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -491534.1 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -492255.937500 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -492255.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -492500.843750 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -492500.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -492672.906250 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -492672.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -492792.656250 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -492792.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -492887.468750 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -492887.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -492958.531250 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -492958.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -493043.843750 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -493043.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -493137.250000 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -493137.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -493250.312500 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -493250.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -493355.531250 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -493355.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -493443.375000 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -493443.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -493493.750000 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -493493.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -493521.312500 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -493521.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -493548.375000 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -493548.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -493572.187500 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -493572.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -493591.875000 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -493591.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -493606.968750 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -493607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -493633.531250 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -493633.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -493661.625000 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -493661.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -493696.062500 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -493696.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -493736.625000 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -493736.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -493776.000000 Penalty: 3973.960938
	Iteration 22Q: 3 clusters Score -493776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -493803.187500 Penalty: 3973.960938
	Iteration 23Q: 3 clusters Score -493803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -493822.156250 Penalty: 3973.960938
	Iteration 24Q: 3 clusters Score -493822.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -493842.406250 Penalty: 3973.960938
	Iteration 25Q: 3 clusters Score -493842.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -493855.843750 Penalty: 3973.960938
	Iteration 26Q: 3 clusters Score -493855.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -493860.437500 Penalty: 3973.960938
	Iteration 27Q: 3 clusters Score -493860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -493866.312500 Penalty: 3973.960938
	Iteration 28Q: 3 clusters Score -493866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -493870.187500 Penalty: 3973.960938
	Iteration 29Q: 3 clusters Score -493870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -493871.437500 Penalty: 3973.960938
	Iteration 30Q: 3 clusters Score -493871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -493870.906250 Penalty: 3973.960938
	Iteration 31Q: 3 clusters Score -493870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -493870.906250 Penalty: 3973.960938
	Iteration 32Q: 3 clusters Score -493870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -493871.968750 Penalty: 3973.960938
	Iteration 33Q: 3 clusters Score -493872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -493871.968750 Penalty: 3973.960938
	Iteration 34F: 3 clusters Score -493872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -406390.187500 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -406390.2 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 1619 members 
Entering Unmasked Estep 
Score: -402929.375000 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -402929.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -403698.406250 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -403698.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -403892.500000 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -403892.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -403986.531250 Penalty: 4018.883057
	Iteration 3Q: 3 clusters Score -403986.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -404051.250000 Penalty: 4018.883057
	Iteration 4Q: 3 clusters Score -404051.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -404099.125000 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -404099.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -404132.031250 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -404132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -404159.250000 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -404159.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -404178.937500 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -404178.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -404195.500000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -404195.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -404210.000000 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -404210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -404219.406250 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -404219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -404224.406250 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -404224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -404229.656250 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -404229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -404234.468750 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -404234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -404240.281250 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -404240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -404243.843750 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -404243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -404245.687500 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -404245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -404245.718750 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -404245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -404245.718750 Penalty: 4018.883057
	Iteration 19F: 3 clusters Score -404245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (12004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Entering Unmasked Estep 
Score: -1489620.500000 Penalty: 2329.462646
	Iteration 0F: 2 clusters Score -1489620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1480733.875000 Penalty: 4658.925293
	Iteration 0F: 3 clusters Score -1480734 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1483367.625000 Penalty: 4658.925293
	Iteration 1F: 3 clusters Score -1483368 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1483643.375000 Penalty: 4658.925293
	Iteration 2F: 3 clusters Score -1483643 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1483834.125000 Penalty: 4658.925293
	Iteration 3Q: 3 clusters Score -1483834 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1483991.000000 Penalty: 4658.925293
	Iteration 4Q: 3 clusters Score -1483991 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1484107.500000 Penalty: 4658.925293
	Iteration 5Q: 3 clusters Score -1484108 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1484190.500000 Penalty: 4658.925293
	Iteration 6Q: 3 clusters Score -1484190 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1484258.375000 Penalty: 4658.925293
	Iteration 7Q: 3 clusters Score -1484258 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1484342.375000 Penalty: 4658.925293
	Iteration 8Q: 3 clusters Score -1484342 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1484428.375000 Penalty: 4658.925293
	Iteration 9Q: 3 clusters Score -1484428 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1484519.250000 Penalty: 4658.925293
	Iteration 10Q: 3 clusters Score -1484519 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1484625.125000 Penalty: 4658.925293
	Iteration 11Q: 3 clusters Score -1484625 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1484772.000000 Penalty: 4658.925293
	Iteration 12Q: 3 clusters Score -1484772 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1484978.500000 Penalty: 4658.925293
	Iteration 13Q: 3 clusters Score -1484978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1485189.625000 Penalty: 4658.925293
	Iteration 14Q: 3 clusters Score -1485190 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1485437.250000 Penalty: 4658.925293
	Iteration 15Q: 3 clusters Score -1485437 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1485736.250000 Penalty: 4658.925293
	Iteration 16Q: 3 clusters Score -1485736 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1486058.375000 Penalty: 4658.925293
	Iteration 17Q: 3 clusters Score -1486058 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1486363.000000 Penalty: 4658.925293
	Iteration 18Q: 3 clusters Score -1486363 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1486669.500000 Penalty: 4658.925293
	Iteration 19Q: 3 clusters Score -1486670 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1486907.250000 Penalty: 4658.925293
	Iteration 20F: 3 clusters Score -1486907 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1487135.125000 Penalty: 4658.925293
	Iteration 21Q: 3 clusters Score -1487135 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1487288.000000 Penalty: 4658.925293
	Iteration 22Q: 3 clusters Score -1487288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1487404.125000 Penalty: 4658.925293
	Iteration 23Q: 3 clusters Score -1487404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1487463.125000 Penalty: 4658.925293
	Iteration 24Q: 3 clusters Score -1487463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1487503.750000 Penalty: 4658.925293
	Iteration 25Q: 3 clusters Score -1487504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1487536.750000 Penalty: 4658.925293
	Iteration 26Q: 3 clusters Score -1487537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1487563.750000 Penalty: 4658.925293
	Iteration 27Q: 3 clusters Score -1487564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1487585.375000 Penalty: 4658.925293
	Iteration 28Q: 3 clusters Score -1487585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1487596.625000 Penalty: 4658.925293
	Iteration 29Q: 3 clusters Score -1487597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1487603.000000 Penalty: 4658.925293
	Iteration 30Q: 3 clusters Score -1487603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1487608.250000 Penalty: 4658.925293
	Iteration 31Q: 3 clusters Score -1487608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1487608.250000 Penalty: 4658.925293
	Iteration 32F: 3 clusters Score -1487608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -177135.859375 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -177135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175135.484375 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -175135.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175543.406250 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -175543.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175697.218750 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -175697.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175806.953125 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -175807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -176000.156250 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -176000.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176282.921875 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -176282.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176373.843750 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -176373.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -176431.171875 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -176431.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -176492.390625 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -176492.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176546.515625 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -176546.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176573.609375 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -176573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176594.734375 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -176594.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176607.859375 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -176607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176619.250000 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -176619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176622.500000 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -176622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -176626.562500 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -176626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176628.328125 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -176628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176629.687500 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -176629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176629.671875 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -176629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176629.671875 Penalty: 3482.014648
	Iteration 19F: 3 clusters Score -176629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -385788.468750 Penalty: 2000.497314
	Iteration 0F: 2 clusters Score -385788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -382400.312500 Penalty: 4000.994629
	Iteration 0F: 3 clusters Score -382400.3 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -383184.312500 Penalty: 4000.994629
	Iteration 1F: 3 clusters Score -383184.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -383375.218750 Penalty: 4000.994629
	Iteration 2F: 3 clusters Score -383375.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -383490.156250 Penalty: 4000.994629
	Iteration 3Q: 3 clusters Score -383490.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383568.187500 Penalty: 4000.994629
	Iteration 4Q: 3 clusters Score -383568.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -383624.625000 Penalty: 4000.994629
	Iteration 5Q: 3 clusters Score -383624.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383672.718750 Penalty: 4000.994629
	Iteration 6Q: 3 clusters Score -383672.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -383703.500000 Penalty: 4000.994629
	Iteration 7Q: 3 clusters Score -383703.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -383734.812500 Penalty: 4000.994629
	Iteration 8Q: 3 clusters Score -383734.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -383757.062500 Penalty: 4000.994629
	Iteration 9Q: 3 clusters Score -383757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -383780.656250 Penalty: 4000.994629
	Iteration 10Q: 3 clusters Score -383780.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -383803.812500 Penalty: 4000.994629
	Iteration 11Q: 3 clusters Score -383803.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -383819.875000 Penalty: 4000.994629
	Iteration 12Q: 3 clusters Score -383819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -383836.625000 Penalty: 4000.994629
	Iteration 13Q: 3 clusters Score -383836.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -383853.656250 Penalty: 4000.994629
	Iteration 14Q: 3 clusters Score -383853.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -383867.218750 Penalty: 4000.994629
	Iteration 15Q: 3 clusters Score -383867.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -383881.406250 Penalty: 4000.994629
	Iteration 16Q: 3 clusters Score -383881.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -383899.000000 Penalty: 4000.994629
	Iteration 17Q: 3 clusters Score -383899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -383912.937500 Penalty: 4000.994629
	Iteration 18Q: 3 clusters Score -383912.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383933.625000 Penalty: 4000.994629
	Iteration 19Q: 3 clusters Score -383933.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383954.968750 Penalty: 4000.994629
	Iteration 20F: 3 clusters Score -383955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383983.031250 Penalty: 4000.994629
	Iteration 21Q: 3 clusters Score -383983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -384022.531250 Penalty: 4000.994629
	Iteration 22Q: 3 clusters Score -384022.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -384080.375000 Penalty: 4000.994629
	Iteration 23Q: 3 clusters Score -384080.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -384145.562500 Penalty: 4000.994629
	Iteration 24Q: 3 clusters Score -384145.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -384221.468750 Penalty: 4000.994629
	Iteration 25Q: 3 clusters Score -384221.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384283.625000 Penalty: 4000.994629
	Iteration 26Q: 3 clusters Score -384283.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -384323.218750 Penalty: 4000.994629
	Iteration 27Q: 3 clusters Score -384323.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -384350.250000 Penalty: 4000.994629
	Iteration 28Q: 3 clusters Score -384350.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -384372.906250 Penalty: 4000.994629
	Iteration 29Q: 3 clusters Score -384372.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -384392.781250 Penalty: 4000.994629
	Iteration 30Q: 3 clusters Score -384392.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -384408.062500 Penalty: 4000.994629
	Iteration 31Q: 3 clusters Score -384408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -384416.937500 Penalty: 4000.994629
	Iteration 32Q: 3 clusters Score -384416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -384424.687500 Penalty: 4000.994629
	Iteration 33Q: 3 clusters Score -384424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -384430.531250 Penalty: 4000.994629
	Iteration 34Q: 3 clusters Score -384430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -384434.656250 Penalty: 4000.994629
	Iteration 35Q: 3 clusters Score -384434.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -384442.125000 Penalty: 4000.994629
	Iteration 36Q: 3 clusters Score -384442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -384449.500000 Penalty: 4000.994629
	Iteration 37Q: 3 clusters Score -384449.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -384455.718750 Penalty: 4000.994629
	Iteration 38Q: 3 clusters Score -384455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -384460.000000 Penalty: 4000.994629
	Iteration 39Q: 3 clusters Score -384460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -384463.000000 Penalty: 4000.994629
	Iteration 40F: 3 clusters Score -384463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -384464.218750 Penalty: 4000.994629
	Iteration 41Q: 3 clusters Score -384464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -384465.000000 Penalty: 4000.994629
	Iteration 42Q: 3 clusters Score -384465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -384465.000000 Penalty: 4000.994629
	Iteration 43F: 3 clusters Score -384465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -1364221.750000 Penalty: 2307.823730
	Iteration 0F: 2 clusters Score -1364222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1355892.875000 Penalty: 4615.647461
	Iteration 0F: 3 clusters Score -1355893 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1358305.875000 Penalty: 4615.647461
	Iteration 1F: 3 clusters Score -1358306 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1358647.625000 Penalty: 4615.647461
	Iteration 2F: 3 clusters Score -1358648 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1358902.875000 Penalty: 4615.647461
	Iteration 3F: 3 clusters Score -1358903 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1359140.250000 Penalty: 4615.647461
	Iteration 4Q: 3 clusters Score -1359140 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1359360.250000 Penalty: 4615.647461
	Iteration 5Q: 3 clusters Score -1359360 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1359552.375000 Penalty: 4615.647461
	Iteration 6Q: 3 clusters Score -1359552 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1359741.250000 Penalty: 4615.647461
	Iteration 7Q: 3 clusters Score -1359741 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1359923.000000 Penalty: 4615.647461
	Iteration 8Q: 3 clusters Score -1359923 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1360118.125000 Penalty: 4615.647461
	Iteration 9Q: 3 clusters Score -1360118 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1360321.125000 Penalty: 4615.647461
	Iteration 10Q: 3 clusters Score -1360321 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1360557.125000 Penalty: 4615.647461
	Iteration 11Q: 3 clusters Score -1360557 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1360797.250000 Penalty: 4615.647461
	Iteration 12Q: 3 clusters Score -1360797 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1361018.125000 Penalty: 4615.647461
	Iteration 13Q: 3 clusters Score -1361018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1361236.125000 Penalty: 4615.647461
	Iteration 14Q: 3 clusters Score -1361236 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1361404.500000 Penalty: 4615.647461
	Iteration 15Q: 3 clusters Score -1361404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1361541.500000 Penalty: 4615.647461
	Iteration 16Q: 3 clusters Score -1361542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1361660.375000 Penalty: 4615.647461
	Iteration 17Q: 3 clusters Score -1361660 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1361757.000000 Penalty: 4615.647461
	Iteration 18Q: 3 clusters Score -1361757 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1361853.500000 Penalty: 4615.647461
	Iteration 19Q: 3 clusters Score -1361854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1361921.250000 Penalty: 4615.647461
	Iteration 20F: 3 clusters Score -1361921 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1361973.125000 Penalty: 4615.647461
	Iteration 21Q: 3 clusters Score -1361973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1362023.875000 Penalty: 4615.647461
	Iteration 22Q: 3 clusters Score -1362024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1362057.000000 Penalty: 4615.647461
	Iteration 23Q: 3 clusters Score -1362057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1362077.125000 Penalty: 4615.647461
	Iteration 24Q: 3 clusters Score -1362077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1362090.375000 Penalty: 4615.647461
	Iteration 25Q: 3 clusters Score -1362090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1362109.750000 Penalty: 4615.647461
	Iteration 26Q: 3 clusters Score -1362110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1362119.375000 Penalty: 4615.647461
	Iteration 27Q: 3 clusters Score -1362119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1362127.125000 Penalty: 4615.647461
	Iteration 28Q: 3 clusters Score -1362127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1362140.750000 Penalty: 4615.647461
	Iteration 29Q: 3 clusters Score -1362141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1362152.375000 Penalty: 4615.647461
	Iteration 30Q: 3 clusters Score -1362152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1362157.875000 Penalty: 4615.647461
	Iteration 31Q: 3 clusters Score -1362158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1362166.000000 Penalty: 4615.647461
	Iteration 32Q: 3 clusters Score -1362166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1362176.125000 Penalty: 4615.647461
	Iteration 33Q: 3 clusters Score -1362176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1362188.000000 Penalty: 4615.647461
	Iteration 34Q: 3 clusters Score -1362188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1362189.500000 Penalty: 4615.647461
	Iteration 35Q: 3 clusters Score -1362190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1362197.250000 Penalty: 4615.647461
	Iteration 36Q: 3 clusters Score -1362197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1362195.500000 Penalty: 4615.647461
	Iteration 37Q: 3 clusters Score -1362196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1362199.500000 Penalty: 4615.647461
	Iteration 38Q: 3 clusters Score -1362200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1362201.625000 Penalty: 4615.647461
	Iteration 39Q: 3 clusters Score -1362202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1362201.500000 Penalty: 4615.647461
	Iteration 40F: 3 clusters Score -1362202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1362202.625000 Penalty: 4615.647461
	Iteration 41Q: 3 clusters Score -1362203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1362201.500000 Penalty: 4615.647461
	Iteration 42Q: 3 clusters Score -1362202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1362201.000000 Penalty: 4615.647461
	Iteration 43Q: 3 clusters Score -1362201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1362201.000000 Penalty: 4615.647461
	Iteration 44F: 3 clusters Score -1362201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -192513.562500 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -192513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190425.921875 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -190425.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -190840.984375 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -190841 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -190998.203125 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -190998.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -191126.984375 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -191127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -191239.015625 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -191239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -191320.265625 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -191320.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -191385.203125 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -191385.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191462.171875 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -191462.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -191511.125000 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -191511.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -191546.890625 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -191546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191569.234375 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -191569.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191600.375000 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -191600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191620.703125 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -191620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -191634.046875 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -191634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -191641.812500 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -191641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191652.390625 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -191652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191662.421875 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -191662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -191669.703125 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -191669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191677.062500 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -191677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -191688.046875 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -191688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191695.062500 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -191695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191698.593750 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -191698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -191700.468750 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -191700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -191702.703125 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -191702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191704.453125 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -191704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191705.109375 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -191705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -191705.609375 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -191705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -191705.609375 Penalty: 3525.688965
	Iteration 27F: 3 clusters Score -191705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236206 members 
Mstep: Class 6 contains 21778 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40947 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35571 members 
Mstep: Class 15 contains 134250 members 
Mstep: Class 16 contains 68640 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37245 members 
Mstep: Class 21 contains 51891 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10216 members 
Mstep: Class 31 contains 29811 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 41910 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7690 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 12316 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5514 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9794 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3017 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11001 members 
Mstep: Class 72 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134505936.000000 Penalty: 252057.234375
Iteration 239Q: 74 clusters Score -1.345059e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42308 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 236942 members 
Mstep: Class 6 contains 21756 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20277 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40858 members 
Mstep: Class 12 contains 10165 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 134160 members 
Mstep: Class 16 contains 68444 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 37104 members 
Mstep: Class 21 contains 51654 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10217 members 
Mstep: Class 31 contains 29816 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7884 members 
Mstep: Class 34 contains 41972 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14184 members 
Mstep: Class 37 contains 11836 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7688 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13304 members 
Mstep: Class 46 contains 12318 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4087 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9797 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3020 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11006 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506128.000000 Penalty: 252057.234375
Iteration 240F: 74 clusters Score -1.345061e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42260 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 237550 members 
Mstep: Class 6 contains 21742 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20273 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40783 members 
Mstep: Class 12 contains 10167 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35578 members 
Mstep: Class 15 contains 134075 members 
Mstep: Class 16 contains 68258 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36963 members 
Mstep: Class 21 contains 51537 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5707 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10217 members 
Mstep: Class 31 contains 29820 members 
Mstep: Class 32 contains 5963 members 
Mstep: Class 33 contains 7889 members 
Mstep: Class 34 contains 41993 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14180 members 
Mstep: Class 37 contains 11834 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7680 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13294 members 
Mstep: Class 46 contains 12322 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5516 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9802 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3029 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11013 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506208.000000 Penalty: 252057.234375
Iteration 241Q: 74 clusters Score -1.345062e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42221 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 237986 members 
Mstep: Class 6 contains 21720 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40734 members 
Mstep: Class 12 contains 10171 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35580 members 
Mstep: Class 15 contains 134040 members 
Mstep: Class 16 contains 68104 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36838 members 
Mstep: Class 21 contains 51476 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10218 members 
Mstep: Class 31 contains 29819 members 
Mstep: Class 32 contains 5963 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 42002 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11836 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7679 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13284 members 
Mstep: Class 46 contains 12326 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5515 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9807 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3030 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11020 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506224.000000 Penalty: 252057.234375
Iteration 242Q: 74 clusters Score -1.345062e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42193 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 238316 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40701 members 
Mstep: Class 12 contains 10176 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35578 members 
Mstep: Class 15 contains 134010 members 
Mstep: Class 16 contains 67993 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36715 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10221 members 
Mstep: Class 31 contains 29824 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 42012 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14176 members 
Mstep: Class 37 contains 11837 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7676 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13267 members 
Mstep: Class 46 contains 12328 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5513 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9810 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3032 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11026 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506400.000000 Penalty: 252057.234375
Iteration 243Q: 74 clusters Score -1.345064e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42171 members 
Mstep: Class 4 contains 8585 members 
Mstep: Class 5 contains 238557 members 
Mstep: Class 6 contains 21702 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40681 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 133992 members 
Mstep: Class 16 contains 67895 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 51410 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10223 members 
Mstep: Class 31 contains 29830 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 42019 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14176 members 
Mstep: Class 37 contains 11834 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7672 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13260 members 
Mstep: Class 46 contains 12330 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5513 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9816 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3036 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1120 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11028 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506432.000000 Penalty: 252057.234375
Iteration 244Q: 74 clusters Score -1.345064e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42150 members 
Mstep: Class 4 contains 8583 members 
Mstep: Class 5 contains 238721 members 
Mstep: Class 6 contains 21698 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20260 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40670 members 
Mstep: Class 12 contains 10183 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35586 members 
Mstep: Class 15 contains 133983 members 
Mstep: Class 16 contains 67811 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 16414 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36559 members 
Mstep: Class 21 contains 51399 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10225 members 
Mstep: Class 31 contains 29831 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 42029 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14175 members 
Mstep: Class 37 contains 11832 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7669 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13247 members 
Mstep: Class 46 contains 12332 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5513 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9822 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3039 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11031 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506352.000000 Penalty: 252057.234375
Iteration 245Q: 74 clusters Score -1.345064e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42129 members 
Mstep: Class 4 contains 8583 members 
Mstep: Class 5 contains 238866 members 
Mstep: Class 6 contains 21697 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20248 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40663 members 
Mstep: Class 12 contains 10186 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35589 members 
Mstep: Class 15 contains 133987 members 
Mstep: Class 16 contains 67720 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16410 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36507 members 
Mstep: Class 21 contains 51392 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10225 members 
Mstep: Class 31 contains 29838 members 
Mstep: Class 32 contains 5960 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 42043 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14175 members 
Mstep: Class 37 contains 11829 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7666 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13238 members 
Mstep: Class 46 contains 12333 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5511 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9828 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3040 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1120 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11031 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506448.000000 Penalty: 252057.234375
Iteration 246Q: 74 clusters Score -1.345064e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42113 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 238985 members 
Mstep: Class 6 contains 21695 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 20238 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40658 members 
Mstep: Class 12 contains 10192 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 133991 members 
Mstep: Class 16 contains 67642 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36463 members 
Mstep: Class 21 contains 51385 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10225 members 
Mstep: Class 31 contains 29848 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 42053 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14174 members 
Mstep: Class 37 contains 11827 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7664 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13225 members 
Mstep: Class 46 contains 12335 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5510 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9834 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7468 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3040 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1121 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11031 members 
Mstep: Class 72 contains 1222 members 
Mstep: Class 73 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506512.000000 Penalty: 252057.234375
Iteration 247Q: 74 clusters Score -1.345065e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42104 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239086 members 
Mstep: Class 6 contains 21692 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40657 members 
Mstep: Class 12 contains 10197 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35595 members 
Mstep: Class 15 contains 134003 members 
Mstep: Class 16 contains 67564 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36424 members 
Mstep: Class 21 contains 51377 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10227 members 
Mstep: Class 31 contains 29860 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7893 members 
Mstep: Class 34 contains 42068 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14174 members 
Mstep: Class 37 contains 11829 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7663 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13206 members 
Mstep: Class 46 contains 12335 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5509 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9843 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7469 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1121 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11032 members 
Mstep: Class 72 contains 1223 members 
Mstep: Class 73 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506576.000000 Penalty: 252057.234375
Iteration 248Q: 74 clusters Score -1.345066e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42094 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 239182 members 
Mstep: Class 6 contains 21697 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 20220 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40655 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 134015 members 
Mstep: Class 16 contains 67493 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36382 members 
Mstep: Class 21 contains 51372 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10227 members 
Mstep: Class 31 contains 29877 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7892 members 
Mstep: Class 34 contains 42073 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14175 members 
Mstep: Class 37 contains 11826 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8756 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7663 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13188 members 
Mstep: Class 46 contains 12336 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5507 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9849 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1121 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11034 members 
Mstep: Class 72 contains 1225 members 
Mstep: Class 73 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506608.000000 Penalty: 252057.234375
Iteration 249Q: 74 clusters Score -1.345066e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42082 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 239255 members 
Mstep: Class 6 contains 21696 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 20211 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 10201 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 134017 members 
Mstep: Class 16 contains 67438 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36352 members 
Mstep: Class 21 contains 51383 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29887 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 7894 members 
Mstep: Class 34 contains 42081 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14177 members 
Mstep: Class 37 contains 11825 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8756 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7665 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13180 members 
Mstep: Class 46 contains 12337 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5506 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9854 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1121 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11036 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506512.000000 Penalty: 252057.234375
Iteration 250Q: 74 clusters Score -1.345065e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42068 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 239325 members 
Mstep: Class 6 contains 21700 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 9 contains 20194 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 134018 members 
Mstep: Class 16 contains 67388 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36331 members 
Mstep: Class 21 contains 51386 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 10224 members 
Mstep: Class 31 contains 29894 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 42087 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11822 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8755 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7664 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13171 members 
Mstep: Class 46 contains 12338 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5505 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 3586 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9869 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1281 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3042 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1122 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11037 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506336.000000 Penalty: 252057.234375
Iteration 251Q: 74 clusters Score -1.345063e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42057 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 239381 members 
Mstep: Class 6 contains 21705 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20182 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40646 members 
Mstep: Class 12 contains 10204 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 134020 members 
Mstep: Class 16 contains 67355 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36309 members 
Mstep: Class 21 contains 51388 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6299 members 
Mstep: Class 30 contains 10223 members 
Mstep: Class 31 contains 29902 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7899 members 
Mstep: Class 34 contains 42089 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8756 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7662 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13161 members 
Mstep: Class 46 contains 12339 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5503 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9881 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11037 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506480.000000 Penalty: 252057.234375
Iteration 252Q: 74 clusters Score -1.345065e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 239426 members 
Mstep: Class 6 contains 21707 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20175 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40646 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 134024 members 
Mstep: Class 16 contains 67321 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36292 members 
Mstep: Class 21 contains 51388 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10224 members 
Mstep: Class 31 contains 29908 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7900 members 
Mstep: Class 34 contains 42094 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7662 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13153 members 
Mstep: Class 46 contains 12339 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5499 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9888 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11038 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506640.000000 Penalty: 252057.234375
Iteration 253Q: 74 clusters Score -1.345066e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42051 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239456 members 
Mstep: Class 6 contains 21709 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20168 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10201 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 134031 members 
Mstep: Class 16 contains 67289 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36282 members 
Mstep: Class 21 contains 51390 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29908 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7900 members 
Mstep: Class 34 contains 42093 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7660 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13151 members 
Mstep: Class 46 contains 12340 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9892 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1283 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3045 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11040 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506448.000000 Penalty: 252057.234375
Iteration 254Q: 74 clusters Score -1.345064e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42051 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239494 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20154 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40649 members 
Mstep: Class 12 contains 10203 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 134036 members 
Mstep: Class 16 contains 67264 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36267 members 
Mstep: Class 21 contains 51389 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6299 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29908 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7901 members 
Mstep: Class 34 contains 42095 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7659 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13146 members 
Mstep: Class 46 contains 12341 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5497 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9901 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7471 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1282 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3047 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11044 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506400.000000 Penalty: 252057.234375
Iteration 255Q: 74 clusters Score -1.345064e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42050 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239523 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20142 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10204 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 134041 members 
Mstep: Class 16 contains 67247 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36249 members 
Mstep: Class 21 contains 51389 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29916 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7901 members 
Mstep: Class 34 contains 42101 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14179 members 
Mstep: Class 37 contains 11821 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7657 members 
Mstep: Class 43 contains 11570 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13137 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5497 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5334 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4089 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9908 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11046 members 
Mstep: Class 72 contains 1229 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506272.000000 Penalty: 252057.234375
Iteration 256Q: 74 clusters Score -1.345063e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42047 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239534 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20132 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10206 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 134042 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36241 members 
Mstep: Class 21 contains 51390 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29918 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7902 members 
Mstep: Class 34 contains 42110 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11820 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7658 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13132 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5497 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10672 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4090 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9918 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11050 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506368.000000 Penalty: 252057.234375
Iteration 257Q: 74 clusters Score -1.345064e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42039 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239545 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20127 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10205 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 134040 members 
Mstep: Class 16 contains 67227 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36234 members 
Mstep: Class 21 contains 51391 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 10227 members 
Mstep: Class 31 contains 29924 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 42116 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11821 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7656 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13124 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9926 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3051 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11050 members 
Mstep: Class 72 contains 1227 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506416.000000 Penalty: 252057.234375
Iteration 258Q: 74 clusters Score -1.345064e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42026 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239555 members 
Mstep: Class 6 contains 21713 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10206 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 134045 members 
Mstep: Class 16 contains 67220 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36230 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29934 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 42118 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11822 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8759 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7655 members 
Mstep: Class 43 contains 11569 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13115 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9930 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3052 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12004 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11049 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506368.000000 Penalty: 252057.234375
Iteration 259Q: 74 clusters Score -1.345064e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42013 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239570 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1936 members 
Mstep: Class 9 contains 20118 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40646 members 
Mstep: Class 12 contains 10207 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 134051 members 
Mstep: Class 16 contains 67208 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36225 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29943 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 42121 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11823 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7654 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13109 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5499 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5333 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9933 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3054 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11049 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506336.000000 Penalty: 252057.234375
Iteration 260F: 74 clusters Score -1.345063e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 42001 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239587 members 
Mstep: Class 6 contains 21712 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20116 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 10209 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 134052 members 
Mstep: Class 16 contains 67200 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36221 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29950 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 42123 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11822 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13104 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5332 members 
Mstep: Class 54 contains 10673 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9937 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11049 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506336.000000 Penalty: 252057.234375
Iteration 261Q: 74 clusters Score -1.345063e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41991 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239595 members 
Mstep: Class 6 contains 21713 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20113 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 10209 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 134051 members 
Mstep: Class 16 contains 67194 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36217 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29953 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7904 members 
Mstep: Class 34 contains 42125 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11823 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13100 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9942 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11050 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506368.000000 Penalty: 252057.234375
Iteration 262Q: 74 clusters Score -1.345064e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41980 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239611 members 
Mstep: Class 6 contains 21715 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20105 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 134058 members 
Mstep: Class 16 contains 67182 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36207 members 
Mstep: Class 21 contains 51401 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6295 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29954 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7905 members 
Mstep: Class 34 contains 42125 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11824 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8758 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11571 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13097 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9949 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12003 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506256.000000 Penalty: 252057.234375
Iteration 263Q: 74 clusters Score -1.345063e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41973 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239619 members 
Mstep: Class 6 contains 21720 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20101 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40646 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 134059 members 
Mstep: Class 16 contains 67174 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16407 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36203 members 
Mstep: Class 21 contains 51399 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29963 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7907 members 
Mstep: Class 34 contains 42126 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11821 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13092 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10674 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9954 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506304.000000 Penalty: 252057.234375
Iteration 264Q: 74 clusters Score -1.345063e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41968 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239627 members 
Mstep: Class 6 contains 21724 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20098 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 134060 members 
Mstep: Class 16 contains 67173 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36194 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29964 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7909 members 
Mstep: Class 34 contains 42128 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11821 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3587 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9958 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506272.000000 Penalty: 252057.234375
Iteration 265Q: 74 clusters Score -1.345063e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41962 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239635 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20097 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 15 contains 134060 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36188 members 
Mstep: Class 21 contains 51396 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29965 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7910 members 
Mstep: Class 34 contains 42130 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3588 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9961 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506192.000000 Penalty: 252057.234375
Iteration 266Q: 74 clusters Score -1.345062e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41954 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239645 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20097 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35610 members 
Mstep: Class 15 contains 134062 members 
Mstep: Class 16 contains 67164 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16404 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36184 members 
Mstep: Class 21 contains 51393 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29966 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9962 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506192.000000 Penalty: 252057.234375
Iteration 267Q: 74 clusters Score -1.345062e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41946 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239650 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20096 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 134064 members 
Mstep: Class 16 contains 67161 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36184 members 
Mstep: Class 21 contains 51393 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29967 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9963 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506144.000000 Penalty: 252057.234375
Iteration 268Q: 74 clusters Score -1.345061e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41942 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239656 members 
Mstep: Class 6 contains 21726 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20093 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 134066 members 
Mstep: Class 16 contains 67158 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36182 members 
Mstep: Class 21 contains 51393 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29968 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5501 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9965 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12002 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506240.000000 Penalty: 252057.234375
Iteration 269Q: 74 clusters Score -1.345062e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41938 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239659 members 
Mstep: Class 6 contains 21727 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20092 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 134068 members 
Mstep: Class 16 contains 67156 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36179 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29969 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5500 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9967 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506240.000000 Penalty: 252057.234375
Iteration 270Q: 74 clusters Score -1.345062e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239662 members 
Mstep: Class 6 contains 21729 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134068 members 
Mstep: Class 16 contains 67154 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36180 members 
Mstep: Class 21 contains 51395 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29971 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9970 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506144.000000 Penalty: 252057.234375
Iteration 271Q: 74 clusters Score -1.345061e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41924 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239665 members 
Mstep: Class 6 contains 21732 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20086 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 134068 members 
Mstep: Class 16 contains 67153 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36179 members 
Mstep: Class 21 contains 51396 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29972 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42132 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9977 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506144.000000 Penalty: 252057.234375
Iteration 272Q: 74 clusters Score -1.345061e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41916 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239667 members 
Mstep: Class 6 contains 21738 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20084 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35612 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67152 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36178 members 
Mstep: Class 21 contains 51399 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29974 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11572 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13089 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506160.000000 Penalty: 252057.234375
Iteration 273Q: 74 clusters Score -1.345062e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41909 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239669 members 
Mstep: Class 6 contains 21744 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67152 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36177 members 
Mstep: Class 21 contains 51402 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10228 members 
Mstep: Class 31 contains 29976 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13088 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506192.000000 Penalty: 252057.234375
Iteration 274Q: 74 clusters Score -1.345062e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41905 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239672 members 
Mstep: Class 6 contains 21748 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134068 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36177 members 
Mstep: Class 21 contains 51401 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10227 members 
Mstep: Class 31 contains 29977 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11574 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13088 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506208.000000 Penalty: 252057.234375
Iteration 275Q: 74 clusters Score -1.345062e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41900 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239674 members 
Mstep: Class 6 contains 21748 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35614 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36176 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29979 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11574 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13088 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506160.000000 Penalty: 252057.234375
Iteration 276Q: 74 clusters Score -1.345062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41895 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239675 members 
Mstep: Class 6 contains 21750 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35614 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36175 members 
Mstep: Class 21 contains 51404 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29979 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11574 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506144.000000 Penalty: 252057.234375
Iteration 277Q: 74 clusters Score -1.345061e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41889 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239678 members 
Mstep: Class 6 contains 21751 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36174 members 
Mstep: Class 21 contains 51404 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29980 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11574 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9978 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134506160.000000 Penalty: 252057.234375
Iteration 278Q: 74 clusters Score -1.345062e+08 nChanged 11
Entering ConstructFrom: 
Score: -134506160.000000 Penalty: 252057.234375
Entering ConstructFrom: 
Trying to split cluster 1 (28122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Entering Unmasked Estep 
Score: -3513508.500000 Penalty: 2540.588379
	Iteration 0F: 2 clusters Score -3513508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3494214.500000 Penalty: 5081.176758
	Iteration 0F: 3 clusters Score -3494214 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3500982.750000 Penalty: 5081.176758
	Iteration 1F: 3 clusters Score -3500983 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3501389.000000 Penalty: 5081.176758
	Iteration 2Q: 3 clusters Score -3501389 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3501714.750000 Penalty: 5081.176758
	Iteration 3Q: 3 clusters Score -3501715 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3502068.500000 Penalty: 5081.176758
	Iteration 4Q: 3 clusters Score -3502068 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3502486.000000 Penalty: 5081.176758
	Iteration 5Q: 3 clusters Score -3502486 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3503104.750000 Penalty: 5081.176758
	Iteration 6Q: 3 clusters Score -3503105 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3504046.000000 Penalty: 5081.176758
	Iteration 7F: 3 clusters Score -3504046 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3505401.500000 Penalty: 5081.176758
	Iteration 8F: 3 clusters Score -3505402 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3507103.000000 Penalty: 5081.176758
	Iteration 9F: 3 clusters Score -3507103 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3508783.750000 Penalty: 5081.176758
	Iteration 10F: 3 clusters Score -3508784 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3509971.000000 Penalty: 5081.176758
	Iteration 11Q: 3 clusters Score -3509971 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3510549.250000 Penalty: 5081.176758
	Iteration 12Q: 3 clusters Score -3510549 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3510853.500000 Penalty: 5081.176758
	Iteration 13Q: 3 clusters Score -3510854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3511023.750000 Penalty: 5081.176758
	Iteration 14Q: 3 clusters Score -3511024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3511115.750000 Penalty: 5081.176758
	Iteration 15Q: 3 clusters Score -3511116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3511162.250000 Penalty: 5081.176758
	Iteration 16Q: 3 clusters Score -3511162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3511189.750000 Penalty: 5081.176758
	Iteration 17Q: 3 clusters Score -3511190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3511219.250000 Penalty: 5081.176758
	Iteration 18Q: 3 clusters Score -3511219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3511232.750000 Penalty: 5081.176758
	Iteration 19Q: 3 clusters Score -3511233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3511241.500000 Penalty: 5081.176758
	Iteration 20F: 3 clusters Score -3511242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3511253.750000 Penalty: 5081.176758
	Iteration 21Q: 3 clusters Score -3511254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3511264.000000 Penalty: 5081.176758
	Iteration 22Q: 3 clusters Score -3511264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3511264.000000 Penalty: 5081.176758
	Iteration 23Q: 3 clusters Score -3511264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3511270.000000 Penalty: 5081.176758
	Iteration 24Q: 3 clusters Score -3511270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3511276.000000 Penalty: 5081.176758
	Iteration 25Q: 3 clusters Score -3511276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3511280.500000 Penalty: 5081.176758
	Iteration 26Q: 3 clusters Score -3511280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3511284.750000 Penalty: 5081.176758
	Iteration 27Q: 3 clusters Score -3511285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3511289.500000 Penalty: 5081.176758
	Iteration 28Q: 3 clusters Score -3511290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3511295.000000 Penalty: 5081.176758
	Iteration 29Q: 3 clusters Score -3511295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3511296.250000 Penalty: 5081.176758
	Iteration 30Q: 3 clusters Score -3511296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3511298.750000 Penalty: 5081.176758
	Iteration 31Q: 3 clusters Score -3511299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3511300.250000 Penalty: 5081.176758
	Iteration 32Q: 3 clusters Score -3511300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3511305.250000 Penalty: 5081.176758
	Iteration 33Q: 3 clusters Score -3511305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3511312.250000 Penalty: 5081.176758
	Iteration 34Q: 3 clusters Score -3511312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3511313.250000 Penalty: 5081.176758
	Iteration 35Q: 3 clusters Score -3511313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3511313.250000 Penalty: 5081.176758
	Iteration 36F: 3 clusters Score -3511313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -327689.312500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -327689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -324659.531250 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -324659.5 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -325385.531250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -325385.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -325693.906250 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -325693.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325905.031250 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -325905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -326053.562500 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -326053.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326212.500000 Penalty: 3922.560059
	Iteration 5F: 3 clusters Score -326212.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -326371.250000 Penalty: 3922.560059
	Iteration 6F: 3 clusters Score -326371.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326479.343750 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -326479.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -326553.218750 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -326553.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -326600.343750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -326600.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -326623.937500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -326623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -326642.843750 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -326642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -326660.937500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -326660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -326672.875000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -326672.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -326681.812500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -326681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -326689.750000 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -326689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -326694.218750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -326694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -326695.000000 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -326695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -326695.343750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -326695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -326696.062500 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -326696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -326697.375000 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -326697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -326699.312500 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -326699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -326699.406250 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -326699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -326701.031250 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -326701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -326701.593750 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -326701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -326701.937500 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -326701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -326704.031250 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -326704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -326707.437500 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -326707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -326708.343750 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -326708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -326708.343750 Penalty: 3922.560059
	Iteration 29F: 3 clusters Score -326708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Entering Unmasked Estep 
Score: -5207122.500000 Penalty: 2639.391357
	Iteration 0F: 2 clusters Score -5207122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5178738.500000 Penalty: 5278.782715
	Iteration 0F: 3 clusters Score -5178738 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5189162.500000 Penalty: 5278.782715
	Iteration 1F: 3 clusters Score -5189162 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5189690.500000 Penalty: 5278.782715
	Iteration 2Q: 3 clusters Score -5189690 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5190185.000000 Penalty: 5278.782715
	Iteration 3Q: 3 clusters Score -5190185 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5190734.000000 Penalty: 5278.782715
	Iteration 4Q: 3 clusters Score -5190734 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5191492.000000 Penalty: 5278.782715
	Iteration 5Q: 3 clusters Score -5191492 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5192499.000000 Penalty: 5278.782715
	Iteration 6Q: 3 clusters Score -5192499 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5194020.500000 Penalty: 5278.782715
	Iteration 7F: 3 clusters Score -5194020 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -5196085.500000 Penalty: 5278.782715
	Iteration 8F: 3 clusters Score -5196086 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5198527.000000 Penalty: 5278.782715
	Iteration 9F: 3 clusters Score -5198527 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5200965.500000 Penalty: 5278.782715
	Iteration 10F: 3 clusters Score -5200966 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5202729.000000 Penalty: 5278.782715
	Iteration 11Q: 3 clusters Score -5202729 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5203773.000000 Penalty: 5278.782715
	Iteration 12Q: 3 clusters Score -5203773 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5204261.000000 Penalty: 5278.782715
	Iteration 13Q: 3 clusters Score -5204261 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5204500.500000 Penalty: 5278.782715
	Iteration 14Q: 3 clusters Score -5204500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5204593.000000 Penalty: 5278.782715
	Iteration 15Q: 3 clusters Score -5204593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5204660.500000 Penalty: 5278.782715
	Iteration 16Q: 3 clusters Score -5204660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5204707.000000 Penalty: 5278.782715
	Iteration 17Q: 3 clusters Score -5204707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5204733.500000 Penalty: 5278.782715
	Iteration 18Q: 3 clusters Score -5204734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5204735.500000 Penalty: 5278.782715
	Iteration 19Q: 3 clusters Score -5204736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5204756.500000 Penalty: 5278.782715
	Iteration 20F: 3 clusters Score -5204756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5204764.000000 Penalty: 5278.782715
	Iteration 21Q: 3 clusters Score -5204764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5204782.500000 Penalty: 5278.782715
	Iteration 22Q: 3 clusters Score -5204782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5204787.500000 Penalty: 5278.782715
	Iteration 23Q: 3 clusters Score -5204788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5204799.000000 Penalty: 5278.782715
	Iteration 24Q: 3 clusters Score -5204799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5204804.000000 Penalty: 5278.782715
	Iteration 25Q: 3 clusters Score -5204804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5204802.000000 Penalty: 5278.782715
	Iteration 26Q: 3 clusters Score -5204802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5204804.000000 Penalty: 5278.782715
	Iteration 27Q: 3 clusters Score -5204804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5204802.000000 Penalty: 5278.782715
	Iteration 28Q: 3 clusters Score -5204802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5204804.000000 Penalty: 5278.782715
	Iteration 29Q: 3 clusters Score -5204804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5204804.000000 Penalty: 5278.782715
	Iteration 30F: 3 clusters Score -5204804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -1058037.875000 Penalty: 2246.240723
	Iteration 0F: 2 clusters Score -1058038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1051252.500000 Penalty: 4492.481445
	Iteration 0F: 3 clusters Score -1051252 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1053248.250000 Penalty: 4492.481445
	Iteration 1F: 3 clusters Score -1053248 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1053629.250000 Penalty: 4492.481445
	Iteration 2F: 3 clusters Score -1053629 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1054043.750000 Penalty: 4492.481445
	Iteration 3F: 3 clusters Score -1054044 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1054600.250000 Penalty: 4492.481445
	Iteration 4F: 3 clusters Score -1054600 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1055221.000000 Penalty: 4492.481445
	Iteration 5F: 3 clusters Score -1055221 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1055712.625000 Penalty: 4492.481445
	Iteration 6F: 3 clusters Score -1055713 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1056080.250000 Penalty: 4492.481445
	Iteration 7F: 3 clusters Score -1056080 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1056283.375000 Penalty: 4492.481445
	Iteration 8Q: 3 clusters Score -1056283 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1056397.500000 Penalty: 4492.481445
	Iteration 9Q: 3 clusters Score -1056398 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1056490.250000 Penalty: 4492.481445
	Iteration 10Q: 3 clusters Score -1056490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1056561.625000 Penalty: 4492.481445
	Iteration 11Q: 3 clusters Score -1056562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1056614.875000 Penalty: 4492.481445
	Iteration 12Q: 3 clusters Score -1056615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1056654.500000 Penalty: 4492.481445
	Iteration 13Q: 3 clusters Score -1056654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1056694.500000 Penalty: 4492.481445
	Iteration 14Q: 3 clusters Score -1056694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1056743.250000 Penalty: 4492.481445
	Iteration 15Q: 3 clusters Score -1056743 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1056799.250000 Penalty: 4492.481445
	Iteration 16Q: 3 clusters Score -1056799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1056859.750000 Penalty: 4492.481445
	Iteration 17Q: 3 clusters Score -1056860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1056925.375000 Penalty: 4492.481445
	Iteration 18Q: 3 clusters Score -1056925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1057007.750000 Penalty: 4492.481445
	Iteration 19Q: 3 clusters Score -1057008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1057084.875000 Penalty: 4492.481445
	Iteration 20F: 3 clusters Score -1057085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1057140.250000 Penalty: 4492.481445
	Iteration 21Q: 3 clusters Score -1057140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1057196.875000 Penalty: 4492.481445
	Iteration 22Q: 3 clusters Score -1057197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1057259.875000 Penalty: 4492.481445
	Iteration 23Q: 3 clusters Score -1057260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1057297.750000 Penalty: 4492.481445
	Iteration 24Q: 3 clusters Score -1057298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1057339.625000 Penalty: 4492.481445
	Iteration 25Q: 3 clusters Score -1057340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1057366.750000 Penalty: 4492.481445
	Iteration 26Q: 3 clusters Score -1057367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1057385.000000 Penalty: 4492.481445
	Iteration 27Q: 3 clusters Score -1057385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1057401.875000 Penalty: 4492.481445
	Iteration 28Q: 3 clusters Score -1057402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1057411.250000 Penalty: 4492.481445
	Iteration 29Q: 3 clusters Score -1057411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1057412.375000 Penalty: 4492.481445
	Iteration 30Q: 3 clusters Score -1057412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1057416.875000 Penalty: 4492.481445
	Iteration 31Q: 3 clusters Score -1057417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1057418.375000 Penalty: 4492.481445
	Iteration 32Q: 3 clusters Score -1057418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1057420.875000 Penalty: 4492.481445
	Iteration 33Q: 3 clusters Score -1057421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1057421.625000 Penalty: 4492.481445
	Iteration 34Q: 3 clusters Score -1057422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1057422.250000 Penalty: 4492.481445
	Iteration 35Q: 3 clusters Score -1057422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1057423.875000 Penalty: 4492.481445
	Iteration 36Q: 3 clusters Score -1057424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1057424.625000 Penalty: 4492.481445
	Iteration 37Q: 3 clusters Score -1057425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1057425.375000 Penalty: 4492.481445
	Iteration 38Q: 3 clusters Score -1057425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1057428.250000 Penalty: 4492.481445
	Iteration 39Q: 3 clusters Score -1057428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1057426.250000 Penalty: 4492.481445
	Iteration 40F: 3 clusters Score -1057426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1057427.500000 Penalty: 4492.481445
	Iteration 41Q: 3 clusters Score -1057428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1057426.750000 Penalty: 4492.481445
	Iteration 42Q: 3 clusters Score -1057427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1057426.750000 Penalty: 4492.481445
	Iteration 43F: 3 clusters Score -1057427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239683 members 
Entering Unmasked Estep 
Score: -30090040.000000 Penalty: 3071.993896
	Iteration 0F: 2 clusters Score -3.009004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
Score: -29946730.000000 Penalty: 6143.987793
	Iteration 0F: 3 clusters Score -2.994673e+07 nChanged 115914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -30014986.000000 Penalty: 6143.987793
	Iteration 1F: 3 clusters Score -3.001499e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -30016678.000000 Penalty: 6143.987793
	Iteration 2Q: 3 clusters Score -3.001668e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -30019228.000000 Penalty: 6143.987793
	Iteration 3Q: 3 clusters Score -3.001923e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -30024066.000000 Penalty: 6143.987793
	Iteration 4Q: 3 clusters Score -3.002407e+07 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -30032774.000000 Penalty: 6143.987793
	Iteration 5F: 3 clusters Score -3.003277e+07 nChanged 18527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -30045730.000000 Penalty: 6143.987793
	Iteration 6F: 3 clusters Score -3.004573e+07 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198846 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -30060920.000000 Penalty: 6143.987793
	Iteration 7F: 3 clusters Score -3.006092e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -30073222.000000 Penalty: 6143.987793
	Iteration 8F: 3 clusters Score -3.007322e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226060 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -30080060.000000 Penalty: 6143.987793
	Iteration 9Q: 3 clusters Score -3.008006e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231454 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -30083302.000000 Penalty: 6143.987793
	Iteration 10Q: 3 clusters Score -3.00833e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234274 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -30085000.000000 Penalty: 6143.987793
	Iteration 11Q: 3 clusters Score -3.0085e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235796 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -30085900.000000 Penalty: 6143.987793
	Iteration 12Q: 3 clusters Score -3.00859e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236711 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -30086474.000000 Penalty: 6143.987793
	Iteration 13Q: 3 clusters Score -3.008647e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237280 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -30086882.000000 Penalty: 6143.987793
	Iteration 14Q: 3 clusters Score -3.008688e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237649 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -30087142.000000 Penalty: 6143.987793
	Iteration 15Q: 3 clusters Score -3.008714e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237890 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -30087300.000000 Penalty: 6143.987793
	Iteration 16Q: 3 clusters Score -3.00873e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238048 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -30087478.000000 Penalty: 6143.987793
	Iteration 17Q: 3 clusters Score -3.008748e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238156 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -30087526.000000 Penalty: 6143.987793
	Iteration 18Q: 3 clusters Score -3.008753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238221 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -30087568.000000 Penalty: 6143.987793
	Iteration 19Q: 3 clusters Score -3.008757e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -30087604.000000 Penalty: 6143.987793
	Iteration 20F: 3 clusters Score -3.00876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238315 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -30087608.000000 Penalty: 6143.987793
	Iteration 21Q: 3 clusters Score -3.008761e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238356 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -30087626.000000 Penalty: 6143.987793
	Iteration 22Q: 3 clusters Score -3.008763e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238410 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -30087690.000000 Penalty: 6143.987793
	Iteration 23Q: 3 clusters Score -3.008769e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238440 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -30087680.000000 Penalty: 6143.987793
	Iteration 24Q: 3 clusters Score -3.008768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238459 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -30087704.000000 Penalty: 6143.987793
	Iteration 25Q: 3 clusters Score -3.00877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238478 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -30087718.000000 Penalty: 6143.987793
	Iteration 26Q: 3 clusters Score -3.008772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -30087732.000000 Penalty: 6143.987793
	Iteration 27Q: 3 clusters Score -3.008773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -30087748.000000 Penalty: 6143.987793
	Iteration 28Q: 3 clusters Score -3.008775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238501 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -30087758.000000 Penalty: 6143.987793
	Iteration 29Q: 3 clusters Score -3.008776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -30087766.000000 Penalty: 6143.987793
	Iteration 30Q: 3 clusters Score -3.008777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238518 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -30087776.000000 Penalty: 6143.987793
	Iteration 31Q: 3 clusters Score -3.008778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238530 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -30087786.000000 Penalty: 6143.987793
	Iteration 32Q: 3 clusters Score -3.008779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238536 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -30087776.000000 Penalty: 6143.987793
	Iteration 33Q: 3 clusters Score -3.008778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238542 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -30087784.000000 Penalty: 6143.987793
	Iteration 34Q: 3 clusters Score -3.008778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238547 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -30087780.000000 Penalty: 6143.987793
	Iteration 35Q: 3 clusters Score -3.008778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238552 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -30087786.000000 Penalty: 6143.987793
	Iteration 36Q: 3 clusters Score -3.008779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238557 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -30087780.000000 Penalty: 6143.987793
	Iteration 37Q: 3 clusters Score -3.008778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238561 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -30087796.000000 Penalty: 6143.987793
	Iteration 38Q: 3 clusters Score -3.00878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238564 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -30087798.000000 Penalty: 6143.987793
	Iteration 39Q: 3 clusters Score -3.00878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238567 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -30087814.000000 Penalty: 6143.987793
	Iteration 40F: 3 clusters Score -3.008781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238571 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -30087812.000000 Penalty: 6143.987793
	Iteration 41Q: 3 clusters Score -3.008781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -30087812.000000 Penalty: 6143.987793
	Iteration 42Q: 3 clusters Score -3.008781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238574 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -30087832.000000 Penalty: 6143.987793
	Iteration 43Q: 3 clusters Score -3.008783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238578 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30087836.000000 Penalty: 6143.987793
	Iteration 44Q: 3 clusters Score -3.008784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238581 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30087844.000000 Penalty: 6143.987793
	Iteration 45Q: 3 clusters Score -3.008784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238587 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -30087852.000000 Penalty: 6143.987793
	Iteration 46Q: 3 clusters Score -3.008785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238592 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -30087860.000000 Penalty: 6143.987793
	Iteration 47Q: 3 clusters Score -3.008786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238596 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -30087844.000000 Penalty: 6143.987793
	Iteration 48Q: 3 clusters Score -3.008784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238603 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -30087854.000000 Penalty: 6143.987793
	Iteration 49Q: 3 clusters Score -3.008785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238612 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -30087868.000000 Penalty: 6143.987793
	Iteration 50Q: 3 clusters Score -3.008787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238626 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -30087894.000000 Penalty: 6143.987793
	Iteration 51Q: 3 clusters Score -3.008789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238632 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -30087894.000000 Penalty: 6143.987793
	Iteration 52Q: 3 clusters Score -3.008789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238641 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30087888.000000 Penalty: 6143.987793
	Iteration 53Q: 3 clusters Score -3.008789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238647 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -30087882.000000 Penalty: 6143.987793
	Iteration 54Q: 3 clusters Score -3.008788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238651 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -30087894.000000 Penalty: 6143.987793
	Iteration 55Q: 3 clusters Score -3.008789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238660 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30087888.000000 Penalty: 6143.987793
	Iteration 56Q: 3 clusters Score -3.008789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238659 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -30087892.000000 Penalty: 6143.987793
	Iteration 57Q: 3 clusters Score -3.008789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -30087884.000000 Penalty: 6143.987793
	Iteration 58Q: 3 clusters Score -3.008788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -30087902.000000 Penalty: 6143.987793
	Iteration 59Q: 3 clusters Score -3.00879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -30087894.000000 Penalty: 6143.987793
	Iteration 60F: 3 clusters Score -3.008789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238659 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -30087874.000000 Penalty: 6143.987793
	Iteration 61Q: 3 clusters Score -3.008787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238660 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30087882.000000 Penalty: 6143.987793
	Iteration 62Q: 3 clusters Score -3.008788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238663 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -30087892.000000 Penalty: 6143.987793
	Iteration 63Q: 3 clusters Score -3.008789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238667 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30087900.000000 Penalty: 6143.987793
	Iteration 64Q: 3 clusters Score -3.00879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238665 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -30087892.000000 Penalty: 6143.987793
	Iteration 65Q: 3 clusters Score -3.008789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238663 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -30087906.000000 Penalty: 6143.987793
	Iteration 66Q: 3 clusters Score -3.008791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238664 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -30087900.000000 Penalty: 6143.987793
	Iteration 67Q: 3 clusters Score -3.00879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238668 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -30087896.000000 Penalty: 6143.987793
	Iteration 68Q: 3 clusters Score -3.00879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238669 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -30087896.000000 Penalty: 6143.987793
	Iteration 69Q: 3 clusters Score -3.00879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238672 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -30087882.000000 Penalty: 6143.987793
	Iteration 70Q: 3 clusters Score -3.008788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238674 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -30087888.000000 Penalty: 6143.987793
	Iteration 71Q: 3 clusters Score -3.008789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238678 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -30087892.000000 Penalty: 6143.987793
	Iteration 72Q: 3 clusters Score -3.008789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238678 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -30087884.000000 Penalty: 6143.987793
	Iteration 73Q: 3 clusters Score -3.008788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238677 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -30087902.000000 Penalty: 6143.987793
	Iteration 74Q: 3 clusters Score -3.00879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238680 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -30087918.000000 Penalty: 6143.987793
	Iteration 75Q: 3 clusters Score -3.008792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238686 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -30087938.000000 Penalty: 6143.987793
	Iteration 76Q: 3 clusters Score -3.008794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -30087938.000000 Penalty: 6143.987793
	Iteration 77Q: 3 clusters Score -3.008794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -30087950.000000 Penalty: 6143.987793
	Iteration 78Q: 3 clusters Score -3.008795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238690 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -30087948.000000 Penalty: 6143.987793
	Iteration 79Q: 3 clusters Score -3.008795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -30087940.000000 Penalty: 6143.987793
	Iteration 80F: 3 clusters Score -3.008794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -30087950.000000 Penalty: 6143.987793
	Iteration 81Q: 3 clusters Score -3.008795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238693 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -30087952.000000 Penalty: 6143.987793
	Iteration 82Q: 3 clusters Score -3.008795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30087962.000000 Penalty: 6143.987793
	Iteration 83Q: 3 clusters Score -3.008796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30087968.000000 Penalty: 6143.987793
	Iteration 84Q: 3 clusters Score -3.008797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30087978.000000 Penalty: 6143.987793
	Iteration 85Q: 3 clusters Score -3.008798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238695 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30087966.000000 Penalty: 6143.987793
	Iteration 86Q: 3 clusters Score -3.008797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238695 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30087966.000000 Penalty: 6143.987793
	Iteration 87F: 3 clusters Score -3.008797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2682704.250000 Penalty: 2476.901611
	Iteration 0F: 2 clusters Score -2682704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2667544.250000 Penalty: 4953.803223
	Iteration 0F: 3 clusters Score -2667544 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2672681.250000 Penalty: 4953.803223
	Iteration 1F: 3 clusters Score -2672681 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2673095.000000 Penalty: 4953.803223
	Iteration 2F: 3 clusters Score -2673095 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2673505.750000 Penalty: 4953.803223
	Iteration 3Q: 3 clusters Score -2673506 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2673897.250000 Penalty: 4953.803223
	Iteration 4Q: 3 clusters Score -2673897 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2674313.000000 Penalty: 4953.803223
	Iteration 5Q: 3 clusters Score -2674313 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2674792.250000 Penalty: 4953.803223
	Iteration 6Q: 3 clusters Score -2674792 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2675399.750000 Penalty: 4953.803223
	Iteration 7Q: 3 clusters Score -2675400 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2676054.500000 Penalty: 4953.803223
	Iteration 8F: 3 clusters Score -2676054 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2676736.500000 Penalty: 4953.803223
	Iteration 9F: 3 clusters Score -2676736 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2677396.000000 Penalty: 4953.803223
	Iteration 10Q: 3 clusters Score -2677396 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2678104.250000 Penalty: 4953.803223
	Iteration 11Q: 3 clusters Score -2678104 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2678733.500000 Penalty: 4953.803223
	Iteration 12Q: 3 clusters Score -2678734 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2679233.500000 Penalty: 4953.803223
	Iteration 13Q: 3 clusters Score -2679234 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2679509.500000 Penalty: 4953.803223
	Iteration 14Q: 3 clusters Score -2679510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2679653.750000 Penalty: 4953.803223
	Iteration 15Q: 3 clusters Score -2679654 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2679767.250000 Penalty: 4953.803223
	Iteration 16Q: 3 clusters Score -2679767 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2679843.000000 Penalty: 4953.803223
	Iteration 17Q: 3 clusters Score -2679843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2679939.000000 Penalty: 4953.803223
	Iteration 18Q: 3 clusters Score -2679939 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2680036.250000 Penalty: 4953.803223
	Iteration 19Q: 3 clusters Score -2680036 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2680119.250000 Penalty: 4953.803223
	Iteration 20F: 3 clusters Score -2680119 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2680200.500000 Penalty: 4953.803223
	Iteration 21Q: 3 clusters Score -2680200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2680279.250000 Penalty: 4953.803223
	Iteration 22Q: 3 clusters Score -2680279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2680347.000000 Penalty: 4953.803223
	Iteration 23Q: 3 clusters Score -2680347 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2680419.000000 Penalty: 4953.803223
	Iteration 24Q: 3 clusters Score -2680419 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2680481.500000 Penalty: 4953.803223
	Iteration 25Q: 3 clusters Score -2680482 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2680540.500000 Penalty: 4953.803223
	Iteration 26Q: 3 clusters Score -2680540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2680610.500000 Penalty: 4953.803223
	Iteration 27Q: 3 clusters Score -2680610 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2680688.000000 Penalty: 4953.803223
	Iteration 28Q: 3 clusters Score -2680688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2680732.250000 Penalty: 4953.803223
	Iteration 29Q: 3 clusters Score -2680732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2680774.500000 Penalty: 4953.803223
	Iteration 30Q: 3 clusters Score -2680774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2680819.250000 Penalty: 4953.803223
	Iteration 31Q: 3 clusters Score -2680819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2680845.250000 Penalty: 4953.803223
	Iteration 32Q: 3 clusters Score -2680845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2680874.500000 Penalty: 4953.803223
	Iteration 33Q: 3 clusters Score -2680874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2680898.000000 Penalty: 4953.803223
	Iteration 34Q: 3 clusters Score -2680898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2680909.500000 Penalty: 4953.803223
	Iteration 35Q: 3 clusters Score -2680910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2680924.000000 Penalty: 4953.803223
	Iteration 36Q: 3 clusters Score -2680924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2680936.250000 Penalty: 4953.803223
	Iteration 37Q: 3 clusters Score -2680936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2680941.000000 Penalty: 4953.803223
	Iteration 38Q: 3 clusters Score -2680941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2680950.500000 Penalty: 4953.803223
	Iteration 39Q: 3 clusters Score -2680950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2680948.250000 Penalty: 4953.803223
	Iteration 40F: 3 clusters Score -2680948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2680958.250000 Penalty: 4953.803223
	Iteration 41Q: 3 clusters Score -2680958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2680957.000000 Penalty: 4953.803223
	Iteration 42Q: 3 clusters Score -2680957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2680957.750000 Penalty: 4953.803223
	Iteration 43Q: 3 clusters Score -2680958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2680961.250000 Penalty: 4953.803223
	Iteration 44Q: 3 clusters Score -2680961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2680960.500000 Penalty: 4953.803223
	Iteration 45Q: 3 clusters Score -2680960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2680958.000000 Penalty: 4953.803223
	Iteration 46Q: 3 clusters Score -2680958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2680957.500000 Penalty: 4953.803223
	Iteration 47Q: 3 clusters Score -2680958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2680955.750000 Penalty: 4953.803223
	Iteration 48Q: 3 clusters Score -2680956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2680953.750000 Penalty: 4953.803223
	Iteration 49Q: 3 clusters Score -2680954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2680954.250000 Penalty: 4953.803223
	Iteration 50Q: 3 clusters Score -2680954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2680960.500000 Penalty: 4953.803223
	Iteration 51Q: 3 clusters Score -2680960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2680960.500000 Penalty: 4953.803223
	Iteration 52F: 3 clusters Score -2680960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -35187.246094 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -35187.25 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 139 members 
Entering Unmasked Estep 
Score: -34133.500000 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -34133.5 nChanged 56
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: -34284.527344 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -34284.53 nChanged 16
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: -34350.917969 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -34350.92 nChanged 13
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: -34387.222656 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -34387.22 nChanged 7
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: -34421.417969 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -34421.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34454.402344 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -34454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34454.402344 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -34454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -316231.718750 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -316231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -313606.812500 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -313606.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -314189.500000 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -314189.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -314418.406250 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -314418.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -314547.562500 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -314547.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -314623.656250 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -314623.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -314675.531250 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -314675.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -314725.906250 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -314725.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -314770.656250 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -314770.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -314799.218750 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -314799.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -314823.687500 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -314823.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -314861.031250 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -314861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -314915.437500 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -314915.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -314974.250000 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -314974.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -315031.000000 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -315031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -315100.250000 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -315100.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315158.062500 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -315158.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -315185.312500 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -315185.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -315207.843750 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -315207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -315217.843750 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -315217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -315221.937500 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -315221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -315228.625000 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -315228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -315237.468750 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -315237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315243.093750 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -315243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315243.562500 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -315243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315245.218750 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -315245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315247.843750 Penalty: 3754.428223
	Iteration 25Q: 3 clusters Score -315247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315251.500000 Penalty: 3754.428223
	Iteration 26Q: 3 clusters Score -315251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315252.375000 Penalty: 3754.428223
	Iteration 27Q: 3 clusters Score -315252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315252.375000 Penalty: 3754.428223
	Iteration 28F: 3 clusters Score -315252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Entering Unmasked Estep 
Score: -2464255.250000 Penalty: 2457.067383
	Iteration 0F: 2 clusters Score -2464255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2449978.500000 Penalty: 4914.134766
	Iteration 0F: 3 clusters Score -2449978 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2455189.750000 Penalty: 4914.134766
	Iteration 1F: 3 clusters Score -2455190 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2455884.000000 Penalty: 4914.134766
	Iteration 2F: 3 clusters Score -2455884 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2456661.250000 Penalty: 4914.134766
	Iteration 3F: 3 clusters Score -2456661 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2457530.750000 Penalty: 4914.134766
	Iteration 4F: 3 clusters Score -2457531 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2458388.750000 Penalty: 4914.134766
	Iteration 5F: 3 clusters Score -2458389 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2459235.750000 Penalty: 4914.134766
	Iteration 6F: 3 clusters Score -2459236 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2460062.250000 Penalty: 4914.134766
	Iteration 7F: 3 clusters Score -2460062 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2460902.000000 Penalty: 4914.134766
	Iteration 8F: 3 clusters Score -2460902 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2461719.750000 Penalty: 4914.134766
	Iteration 9Q: 3 clusters Score -2461720 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2462309.000000 Penalty: 4914.134766
	Iteration 10Q: 3 clusters Score -2462309 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2462665.750000 Penalty: 4914.134766
	Iteration 11Q: 3 clusters Score -2462666 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2462883.750000 Penalty: 4914.134766
	Iteration 12Q: 3 clusters Score -2462884 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2463033.000000 Penalty: 4914.134766
	Iteration 13Q: 3 clusters Score -2463033 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2463117.500000 Penalty: 4914.134766
	Iteration 14Q: 3 clusters Score -2463118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2463207.000000 Penalty: 4914.134766
	Iteration 15Q: 3 clusters Score -2463207 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2463303.750000 Penalty: 4914.134766
	Iteration 16Q: 3 clusters Score -2463304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2463390.000000 Penalty: 4914.134766
	Iteration 17Q: 3 clusters Score -2463390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2463459.000000 Penalty: 4914.134766
	Iteration 18Q: 3 clusters Score -2463459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2463503.500000 Penalty: 4914.134766
	Iteration 19Q: 3 clusters Score -2463504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2463551.750000 Penalty: 4914.134766
	Iteration 20F: 3 clusters Score -2463552 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2463614.250000 Penalty: 4914.134766
	Iteration 21Q: 3 clusters Score -2463614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2463653.250000 Penalty: 4914.134766
	Iteration 22Q: 3 clusters Score -2463653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2463723.250000 Penalty: 4914.134766
	Iteration 23Q: 3 clusters Score -2463723 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2463772.500000 Penalty: 4914.134766
	Iteration 24Q: 3 clusters Score -2463772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2463803.250000 Penalty: 4914.134766
	Iteration 25Q: 3 clusters Score -2463803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2463825.750000 Penalty: 4914.134766
	Iteration 26Q: 3 clusters Score -2463826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2463852.250000 Penalty: 4914.134766
	Iteration 27Q: 3 clusters Score -2463852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2463854.250000 Penalty: 4914.134766
	Iteration 28Q: 3 clusters Score -2463854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2463867.250000 Penalty: 4914.134766
	Iteration 29Q: 3 clusters Score -2463867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2463883.250000 Penalty: 4914.134766
	Iteration 30Q: 3 clusters Score -2463883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2463885.500000 Penalty: 4914.134766
	Iteration 31Q: 3 clusters Score -2463886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2463891.750000 Penalty: 4914.134766
	Iteration 32Q: 3 clusters Score -2463892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2463899.000000 Penalty: 4914.134766
	Iteration 33Q: 3 clusters Score -2463899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2463896.750000 Penalty: 4914.134766
	Iteration 34Q: 3 clusters Score -2463897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2463906.500000 Penalty: 4914.134766
	Iteration 35Q: 3 clusters Score -2463906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2463906.000000 Penalty: 4914.134766
	Iteration 36Q: 3 clusters Score -2463906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2463908.250000 Penalty: 4914.134766
	Iteration 37Q: 3 clusters Score -2463908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2463905.250000 Penalty: 4914.134766
	Iteration 38Q: 3 clusters Score -2463905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2463908.250000 Penalty: 4914.134766
	Iteration 39Q: 3 clusters Score -2463908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2463912.500000 Penalty: 4914.134766
	Iteration 40F: 3 clusters Score -2463912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2463911.250000 Penalty: 4914.134766
	Iteration 41Q: 3 clusters Score -2463911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2463912.000000 Penalty: 4914.134766
	Iteration 42Q: 3 clusters Score -2463912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2463908.500000 Penalty: 4914.134766
	Iteration 43Q: 3 clusters Score -2463908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2463908.750000 Penalty: 4914.134766
	Iteration 44Q: 3 clusters Score -2463909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2463916.250000 Penalty: 4914.134766
	Iteration 45Q: 3 clusters Score -2463916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2463918.000000 Penalty: 4914.134766
	Iteration 46Q: 3 clusters Score -2463918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2463918.750000 Penalty: 4914.134766
	Iteration 47Q: 3 clusters Score -2463919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2463920.750000 Penalty: 4914.134766
	Iteration 48Q: 3 clusters Score -2463921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2463922.750000 Penalty: 4914.134766
	Iteration 49Q: 3 clusters Score -2463923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2463923.250000 Penalty: 4914.134766
	Iteration 50Q: 3 clusters Score -2463923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2463918.000000 Penalty: 4914.134766
	Iteration 51Q: 3 clusters Score -2463918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2463919.000000 Penalty: 4914.134766
	Iteration 52Q: 3 clusters Score -2463919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2463921.250000 Penalty: 4914.134766
	Iteration 53Q: 3 clusters Score -2463921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2463922.500000 Penalty: 4914.134766
	Iteration 54Q: 3 clusters Score -2463922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2463921.250000 Penalty: 4914.134766
	Iteration 55Q: 3 clusters Score -2463921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2463923.000000 Penalty: 4914.134766
	Iteration 56Q: 3 clusters Score -2463923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2463922.000000 Penalty: 4914.134766
	Iteration 57Q: 3 clusters Score -2463922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2463923.000000 Penalty: 4914.134766
	Iteration 58Q: 3 clusters Score -2463923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2463923.000000 Penalty: 4914.134766
	Iteration 59F: 3 clusters Score -2463923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -144904.312500 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -144904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142837.359375 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -142837.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143132.531250 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -143132.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -143232.609375 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -143232.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -143319.468750 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -143319.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143371.359375 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -143371.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -143404.343750 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -143404.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143427.734375 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -143427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -143442.750000 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -143442.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -143464.093750 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -143464.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143496.953125 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -143497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143520.234375 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -143520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -143537.781250 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -143537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -143553.984375 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -143554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143567.546875 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -143567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -143586.578125 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -143586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -143598.234375 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -143598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -143616.437500 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -143616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -143631.406250 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -143631.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -143641.734375 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -143641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -143648.531250 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -143648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -143655.078125 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -143655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143662.234375 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -143662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -143669.687500 Penalty: 3512.944092
	Iteration 22Q: 3 clusters Score -143669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -143675.515625 Penalty: 3512.944092
	Iteration 23Q: 3 clusters Score -143675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143679.437500 Penalty: 3512.944092
	Iteration 24Q: 3 clusters Score -143679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143685.890625 Penalty: 3512.944092
	Iteration 25Q: 3 clusters Score -143685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143688.062500 Penalty: 3512.944092
	Iteration 26Q: 3 clusters Score -143688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143688.062500 Penalty: 3512.944092
	Iteration 27F: 3 clusters Score -143688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Entering Unmasked Estep 
Score: -5050119.000000 Penalty: 2631.950928
	Iteration 0F: 2 clusters Score -5050119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5022516.500000 Penalty: 5263.901855
	Iteration 0F: 3 clusters Score -5022516 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5033059.500000 Penalty: 5263.901855
	Iteration 1F: 3 clusters Score -5033060 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5033805.000000 Penalty: 5263.901855
	Iteration 2Q: 3 clusters Score -5033805 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -5034574.000000 Penalty: 5263.901855
	Iteration 3Q: 3 clusters Score -5034574 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5035546.500000 Penalty: 5263.901855
	Iteration 4Q: 3 clusters Score -5035546 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5036914.000000 Penalty: 5263.901855
	Iteration 5F: 3 clusters Score -5036914 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5038824.500000 Penalty: 5263.901855
	Iteration 6F: 3 clusters Score -5038824 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -5041090.000000 Penalty: 5263.901855
	Iteration 7F: 3 clusters Score -5041090 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5043435.500000 Penalty: 5263.901855
	Iteration 8F: 3 clusters Score -5043436 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5045295.500000 Penalty: 5263.901855
	Iteration 9F: 3 clusters Score -5045296 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5046519.500000 Penalty: 5263.901855
	Iteration 10Q: 3 clusters Score -5046520 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5047217.000000 Penalty: 5263.901855
	Iteration 11Q: 3 clusters Score -5047217 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5047587.000000 Penalty: 5263.901855
	Iteration 12Q: 3 clusters Score -5047587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5047776.000000 Penalty: 5263.901855
	Iteration 13Q: 3 clusters Score -5047776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5047887.000000 Penalty: 5263.901855
	Iteration 14Q: 3 clusters Score -5047887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5047934.000000 Penalty: 5263.901855
	Iteration 15Q: 3 clusters Score -5047934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5047973.000000 Penalty: 5263.901855
	Iteration 16Q: 3 clusters Score -5047973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5047998.000000 Penalty: 5263.901855
	Iteration 17Q: 3 clusters Score -5047998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5048001.000000 Penalty: 5263.901855
	Iteration 18Q: 3 clusters Score -5048001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5048008.500000 Penalty: 5263.901855
	Iteration 19Q: 3 clusters Score -5048008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5048012.500000 Penalty: 5263.901855
	Iteration 20F: 3 clusters Score -5048012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5048018.500000 Penalty: 5263.901855
	Iteration 21Q: 3 clusters Score -5048018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5048017.500000 Penalty: 5263.901855
	Iteration 22Q: 3 clusters Score -5048018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5048018.000000 Penalty: 5263.901855
	Iteration 23Q: 3 clusters Score -5048018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5048021.500000 Penalty: 5263.901855
	Iteration 24Q: 3 clusters Score -5048022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5048016.500000 Penalty: 5263.901855
	Iteration 25Q: 3 clusters Score -5048016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5048019.000000 Penalty: 5263.901855
	Iteration 26Q: 3 clusters Score -5048019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5048020.000000 Penalty: 5263.901855
	Iteration 27Q: 3 clusters Score -5048020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5048020.500000 Penalty: 5263.901855
	Iteration 28Q: 3 clusters Score -5048020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5048029.000000 Penalty: 5263.901855
	Iteration 29Q: 3 clusters Score -5048029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5048026.000000 Penalty: 5263.901855
	Iteration 30Q: 3 clusters Score -5048026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5048024.000000 Penalty: 5263.901855
	Iteration 31Q: 3 clusters Score -5048024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5048019.500000 Penalty: 5263.901855
	Iteration 32Q: 3 clusters Score -5048020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5048021.000000 Penalty: 5263.901855
	Iteration 33Q: 3 clusters Score -5048021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5048021.000000 Penalty: 5263.901855
	Iteration 34F: 3 clusters Score -5048021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -1250056.375000 Penalty: 2289.318604
	Iteration 0F: 2 clusters Score -1250056 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 5006 members 
Entering Unmasked Estep 
Score: -1242205.000000 Penalty: 4578.637207
	Iteration 0F: 3 clusters Score -1242205 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1244577.875000 Penalty: 4578.637207
	Iteration 1F: 3 clusters Score -1244578 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1244975.625000 Penalty: 4578.637207
	Iteration 2F: 3 clusters Score -1244976 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1245334.000000 Penalty: 4578.637207
	Iteration 3F: 3 clusters Score -1245334 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1245701.875000 Penalty: 4578.637207
	Iteration 4F: 3 clusters Score -1245702 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1246108.375000 Penalty: 4578.637207
	Iteration 5F: 3 clusters Score -1246108 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1246610.000000 Penalty: 4578.637207
	Iteration 6F: 3 clusters Score -1246610 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1247018.750000 Penalty: 4578.637207
	Iteration 7F: 3 clusters Score -1247019 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1247339.000000 Penalty: 4578.637207
	Iteration 8Q: 3 clusters Score -1247339 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1247575.125000 Penalty: 4578.637207
	Iteration 9Q: 3 clusters Score -1247575 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1247750.250000 Penalty: 4578.637207
	Iteration 10Q: 3 clusters Score -1247750 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1247906.500000 Penalty: 4578.637207
	Iteration 11Q: 3 clusters Score -1247906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1248047.125000 Penalty: 4578.637207
	Iteration 12Q: 3 clusters Score -1248047 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1248158.750000 Penalty: 4578.637207
	Iteration 13Q: 3 clusters Score -1248159 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1248250.000000 Penalty: 4578.637207
	Iteration 14Q: 3 clusters Score -1248250 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1248341.750000 Penalty: 4578.637207
	Iteration 15Q: 3 clusters Score -1248342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1248425.125000 Penalty: 4578.637207
	Iteration 16Q: 3 clusters Score -1248425 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1248491.125000 Penalty: 4578.637207
	Iteration 17Q: 3 clusters Score -1248491 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1248524.000000 Penalty: 4578.637207
	Iteration 18Q: 3 clusters Score -1248524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1248551.750000 Penalty: 4578.637207
	Iteration 19Q: 3 clusters Score -1248552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1248580.000000 Penalty: 4578.637207
	Iteration 20F: 3 clusters Score -1248580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1248604.125000 Penalty: 4578.637207
	Iteration 21Q: 3 clusters Score -1248604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1248625.125000 Penalty: 4578.637207
	Iteration 22Q: 3 clusters Score -1248625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1248634.250000 Penalty: 4578.637207
	Iteration 23Q: 3 clusters Score -1248634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1248645.500000 Penalty: 4578.637207
	Iteration 24Q: 3 clusters Score -1248646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1248656.625000 Penalty: 4578.637207
	Iteration 25Q: 3 clusters Score -1248657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1248661.000000 Penalty: 4578.637207
	Iteration 26Q: 3 clusters Score -1248661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1248668.750000 Penalty: 4578.637207
	Iteration 27Q: 3 clusters Score -1248669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1248667.750000 Penalty: 4578.637207
	Iteration 28Q: 3 clusters Score -1248668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1248674.000000 Penalty: 4578.637207
	Iteration 29Q: 3 clusters Score -1248674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1248685.750000 Penalty: 4578.637207
	Iteration 30Q: 3 clusters Score -1248686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1248688.625000 Penalty: 4578.637207
	Iteration 31Q: 3 clusters Score -1248689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1248696.000000 Penalty: 4578.637207
	Iteration 32Q: 3 clusters Score -1248696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1248701.125000 Penalty: 4578.637207
	Iteration 33Q: 3 clusters Score -1248701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1248704.125000 Penalty: 4578.637207
	Iteration 34Q: 3 clusters Score -1248704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1248704.875000 Penalty: 4578.637207
	Iteration 35Q: 3 clusters Score -1248705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1248701.750000 Penalty: 4578.637207
	Iteration 36Q: 3 clusters Score -1248702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1248705.125000 Penalty: 4578.637207
	Iteration 37Q: 3 clusters Score -1248705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1248705.250000 Penalty: 4578.637207
	Iteration 38Q: 3 clusters Score -1248705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1248706.875000 Penalty: 4578.637207
	Iteration 39Q: 3 clusters Score -1248707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1248707.000000 Penalty: 4578.637207
	Iteration 40F: 3 clusters Score -1248707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1248707.500000 Penalty: 4578.637207
	Iteration 41Q: 3 clusters Score -1248708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1248710.000000 Penalty: 4578.637207
	Iteration 42Q: 3 clusters Score -1248710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1248711.000000 Penalty: 4578.637207
	Iteration 43Q: 3 clusters Score -1248711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1248711.125000 Penalty: 4578.637207
	Iteration 44Q: 3 clusters Score -1248711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1248715.375000 Penalty: 4578.637207
	Iteration 45Q: 3 clusters Score -1248715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1248715.375000 Penalty: 4578.637207
	Iteration 46Q: 3 clusters Score -1248715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1248714.750000 Penalty: 4578.637207
	Iteration 47Q: 3 clusters Score -1248715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1248718.375000 Penalty: 4578.637207
	Iteration 48Q: 3 clusters Score -1248718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1248715.625000 Penalty: 4578.637207
	Iteration 49Q: 3 clusters Score -1248716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1248717.250000 Penalty: 4578.637207
	Iteration 50Q: 3 clusters Score -1248717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1248717.500000 Penalty: 4578.637207
	Iteration 51Q: 3 clusters Score -1248718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1248717.125000 Penalty: 4578.637207
	Iteration 52Q: 3 clusters Score -1248717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1248717.125000 Penalty: 4578.637207
	Iteration 53F: 3 clusters Score -1248717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -645710.937500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -645710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640991.000000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -640991 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -642201.375000 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -642201.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -642436.875000 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -642436.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -642597.562500 Penalty: 4250.142578
	Iteration 3Q: 3 clusters Score -642597.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -642749.625000 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -642749.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -642912.437500 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -642912.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -643133.562500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -643133.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -643425.000000 Penalty: 4250.142578
	Iteration 7F: 3 clusters Score -643425 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -643732.250000 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -643732.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -644035.812500 Penalty: 4250.142578
	Iteration 9F: 3 clusters Score -644035.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -644294.562500 Penalty: 4250.142578
	Iteration 10F: 3 clusters Score -644294.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -644555.000000 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -644555 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -644824.750000 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -644824.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -645018.812500 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -645018.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -645158.312500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -645158.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -645225.562500 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -645225.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -645257.250000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -645257.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -645271.437500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -645271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -645276.750000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -645276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -645279.812500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -645279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -645281.437500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -645281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -645282.937500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -645282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -645283.062500 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -645283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -645282.312500 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -645282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -645284.312500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -645284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -645285.187500 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -645285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -645285.875000 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -645285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -645285.312500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -645285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -645285.312500 Penalty: 4250.142578
	Iteration 28F: 3 clusters Score -645285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Entering Unmasked Estep 
Score: -4465891.500000 Penalty: 2599.155518
	Iteration 0F: 2 clusters Score -4465892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4441898.500000 Penalty: 5198.311035
	Iteration 0F: 3 clusters Score -4441898 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4450545.500000 Penalty: 5198.311035
	Iteration 1F: 3 clusters Score -4450546 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4451284.000000 Penalty: 5198.311035
	Iteration 2F: 3 clusters Score -4451284 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4451938.000000 Penalty: 5198.311035
	Iteration 3Q: 3 clusters Score -4451938 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4452575.500000 Penalty: 5198.311035
	Iteration 4Q: 3 clusters Score -4452576 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4453238.000000 Penalty: 5198.311035
	Iteration 5Q: 3 clusters Score -4453238 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4453908.500000 Penalty: 5198.311035
	Iteration 6Q: 3 clusters Score -4453908 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4454575.500000 Penalty: 5198.311035
	Iteration 7Q: 3 clusters Score -4454576 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4455366.500000 Penalty: 5198.311035
	Iteration 8Q: 3 clusters Score -4455366 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4456401.000000 Penalty: 5198.311035
	Iteration 9Q: 3 clusters Score -4456401 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4457676.500000 Penalty: 5198.311035
	Iteration 10F: 3 clusters Score -4457676 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4459198.000000 Penalty: 5198.311035
	Iteration 11F: 3 clusters Score -4459198 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4460688.500000 Penalty: 5198.311035
	Iteration 12F: 3 clusters Score -4460688 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4461930.500000 Penalty: 5198.311035
	Iteration 13Q: 3 clusters Score -4461930 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4462799.500000 Penalty: 5198.311035
	Iteration 14Q: 3 clusters Score -4462800 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4463313.000000 Penalty: 5198.311035
	Iteration 15Q: 3 clusters Score -4463313 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4463727.500000 Penalty: 5198.311035
	Iteration 16Q: 3 clusters Score -4463728 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4463991.000000 Penalty: 5198.311035
	Iteration 17Q: 3 clusters Score -4463991 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4464178.000000 Penalty: 5198.311035
	Iteration 18Q: 3 clusters Score -4464178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4464345.000000 Penalty: 5198.311035
	Iteration 19Q: 3 clusters Score -4464345 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4464457.000000 Penalty: 5198.311035
	Iteration 20F: 3 clusters Score -4464457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4464517.000000 Penalty: 5198.311035
	Iteration 21Q: 3 clusters Score -4464517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4464543.500000 Penalty: 5198.311035
	Iteration 22Q: 3 clusters Score -4464544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4464571.500000 Penalty: 5198.311035
	Iteration 23Q: 3 clusters Score -4464572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4464590.500000 Penalty: 5198.311035
	Iteration 24Q: 3 clusters Score -4464590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4464602.500000 Penalty: 5198.311035
	Iteration 25Q: 3 clusters Score -4464602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4464614.000000 Penalty: 5198.311035
	Iteration 26Q: 3 clusters Score -4464614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4464620.500000 Penalty: 5198.311035
	Iteration 27Q: 3 clusters Score -4464620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4464634.500000 Penalty: 5198.311035
	Iteration 28Q: 3 clusters Score -4464634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4464645.500000 Penalty: 5198.311035
	Iteration 29Q: 3 clusters Score -4464646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4464655.000000 Penalty: 5198.311035
	Iteration 30Q: 3 clusters Score -4464655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4464660.500000 Penalty: 5198.311035
	Iteration 31Q: 3 clusters Score -4464660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4464662.000000 Penalty: 5198.311035
	Iteration 32Q: 3 clusters Score -4464662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4464670.500000 Penalty: 5198.311035
	Iteration 33Q: 3 clusters Score -4464670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4464665.500000 Penalty: 5198.311035
	Iteration 34Q: 3 clusters Score -4464666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4464678.000000 Penalty: 5198.311035
	Iteration 35Q: 3 clusters Score -4464678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4464679.000000 Penalty: 5198.311035
	Iteration 36Q: 3 clusters Score -4464679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4464677.500000 Penalty: 5198.311035
	Iteration 37Q: 3 clusters Score -4464678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4464679.500000 Penalty: 5198.311035
	Iteration 38Q: 3 clusters Score -4464680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4464679.500000 Penalty: 5198.311035
	Iteration 39F: 3 clusters Score -4464680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Entering Unmasked Estep 
Score: -16755825.000000 Penalty: 2927.911621
	Iteration 0F: 2 clusters Score -1.675582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -16666211.000000 Penalty: 5855.823242
	Iteration 0F: 3 clusters Score -1.666621e+07 nChanged 63705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -16703669.000000 Penalty: 5855.823242
	Iteration 1F: 3 clusters Score -1.670367e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -16705012.000000 Penalty: 5855.823242
	Iteration 2Q: 3 clusters Score -1.670501e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -16706988.000000 Penalty: 5855.823242
	Iteration 3Q: 3 clusters Score -1.670699e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -16709574.000000 Penalty: 5855.823242
	Iteration 4Q: 3 clusters Score -1.670957e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -16712785.000000 Penalty: 5855.823242
	Iteration 5F: 3 clusters Score -1.671278e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -16716511.000000 Penalty: 5855.823242
	Iteration 6F: 3 clusters Score -1.671651e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -16720071.000000 Penalty: 5855.823242
	Iteration 7F: 3 clusters Score -1.672007e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -16723804.000000 Penalty: 5855.823242
	Iteration 8F: 3 clusters Score -1.67238e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -16727257.000000 Penalty: 5855.823242
	Iteration 9Q: 3 clusters Score -1.672726e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -16730925.000000 Penalty: 5855.823242
	Iteration 10Q: 3 clusters Score -1.673092e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -16735292.000000 Penalty: 5855.823242
	Iteration 11Q: 3 clusters Score -1.673529e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -16740085.000000 Penalty: 5855.823242
	Iteration 12Q: 3 clusters Score -1.674008e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -16744694.000000 Penalty: 5855.823242
	Iteration 13Q: 3 clusters Score -1.674469e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -16748146.000000 Penalty: 5855.823242
	Iteration 14Q: 3 clusters Score -1.674815e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16750457.000000 Penalty: 5855.823242
	Iteration 15Q: 3 clusters Score -1.675046e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -16751688.000000 Penalty: 5855.823242
	Iteration 16Q: 3 clusters Score -1.675169e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132407 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16752363.000000 Penalty: 5855.823242
	Iteration 17Q: 3 clusters Score -1.675236e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16752784.000000 Penalty: 5855.823242
	Iteration 18Q: 3 clusters Score -1.675278e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16752983.000000 Penalty: 5855.823242
	Iteration 19Q: 3 clusters Score -1.675298e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133197 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16753131.000000 Penalty: 5855.823242
	Iteration 20F: 3 clusters Score -1.675313e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16753235.000000 Penalty: 5855.823242
	Iteration 21Q: 3 clusters Score -1.675324e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133296 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16753283.000000 Penalty: 5855.823242
	Iteration 22Q: 3 clusters Score -1.675328e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16753310.000000 Penalty: 5855.823242
	Iteration 23Q: 3 clusters Score -1.675331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133337 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16753344.000000 Penalty: 5855.823242
	Iteration 24Q: 3 clusters Score -1.675334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133362 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16753362.000000 Penalty: 5855.823242
	Iteration 25Q: 3 clusters Score -1.675336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16753374.000000 Penalty: 5855.823242
	Iteration 26Q: 3 clusters Score -1.675337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16753376.000000 Penalty: 5855.823242
	Iteration 27Q: 3 clusters Score -1.675338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133381 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16753386.000000 Penalty: 5855.823242
	Iteration 28Q: 3 clusters Score -1.675339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133390 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16753402.000000 Penalty: 5855.823242
	Iteration 29Q: 3 clusters Score -1.67534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16753413.000000 Penalty: 5855.823242
	Iteration 30Q: 3 clusters Score -1.675341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133402 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16753425.000000 Penalty: 5855.823242
	Iteration 31Q: 3 clusters Score -1.675342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -16753421.000000 Penalty: 5855.823242
	Iteration 32Q: 3 clusters Score -1.675342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16753442.000000 Penalty: 5855.823242
	Iteration 33Q: 3 clusters Score -1.675344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16753447.000000 Penalty: 5855.823242
	Iteration 34Q: 3 clusters Score -1.675345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16753446.000000 Penalty: 5855.823242
	Iteration 35Q: 3 clusters Score -1.675345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -16753455.000000 Penalty: 5855.823242
	Iteration 36Q: 3 clusters Score -1.675346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16753449.000000 Penalty: 5855.823242
	Iteration 37Q: 3 clusters Score -1.675345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133422 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -16753461.000000 Penalty: 5855.823242
	Iteration 38Q: 3 clusters Score -1.675346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133422 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -16753464.000000 Penalty: 5855.823242
	Iteration 39Q: 3 clusters Score -1.675346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16753477.000000 Penalty: 5855.823242
	Iteration 40F: 3 clusters Score -1.675348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16753479.000000 Penalty: 5855.823242
	Iteration 41Q: 3 clusters Score -1.675348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133426 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16753481.000000 Penalty: 5855.823242
	Iteration 42Q: 3 clusters Score -1.675348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16753474.000000 Penalty: 5855.823242
	Iteration 43Q: 3 clusters Score -1.675347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16753479.000000 Penalty: 5855.823242
	Iteration 44Q: 3 clusters Score -1.675348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16753485.000000 Penalty: 5855.823242
	Iteration 45Q: 3 clusters Score -1.675348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16753488.000000 Penalty: 5855.823242
	Iteration 46Q: 3 clusters Score -1.675349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16753487.000000 Penalty: 5855.823242
	Iteration 47Q: 3 clusters Score -1.675349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16753484.000000 Penalty: 5855.823242
	Iteration 48Q: 3 clusters Score -1.675348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16753486.000000 Penalty: 5855.823242
	Iteration 49Q: 3 clusters Score -1.675349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16753485.000000 Penalty: 5855.823242
	Iteration 50Q: 3 clusters Score -1.675348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16753485.000000 Penalty: 5855.823242
	Iteration 51F: 3 clusters Score -1.675348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Entering Unmasked Estep 
Score: -8368731.500000 Penalty: 2756.445557
	Iteration 0F: 2 clusters Score -8368732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8323746.000000 Penalty: 5512.891113
	Iteration 0F: 3 clusters Score -8323746 nChanged 31278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8341183.000000 Penalty: 5512.891113
	Iteration 1F: 3 clusters Score -8341183 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -8341896.000000 Penalty: 5512.891113
	Iteration 2Q: 3 clusters Score -8341896 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -8342704.500000 Penalty: 5512.891113
	Iteration 3Q: 3 clusters Score -8342704 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8343532.500000 Penalty: 5512.891113
	Iteration 4Q: 3 clusters Score -8343532 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -8344690.500000 Penalty: 5512.891113
	Iteration 5Q: 3 clusters Score -8344690 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -8346300.000000 Penalty: 5512.891113
	Iteration 6Q: 3 clusters Score -8346300 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8348487.500000 Penalty: 5512.891113
	Iteration 7F: 3 clusters Score -8348488 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8351810.500000 Penalty: 5512.891113
	Iteration 8F: 3 clusters Score -8351810 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -8355948.000000 Penalty: 5512.891113
	Iteration 9F: 3 clusters Score -8355948 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -8359983.500000 Penalty: 5512.891113
	Iteration 10F: 3 clusters Score -8359984 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -8362937.500000 Penalty: 5512.891113
	Iteration 11Q: 3 clusters Score -8362938 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -8364526.000000 Penalty: 5512.891113
	Iteration 12Q: 3 clusters Score -8364526 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -8365432.000000 Penalty: 5512.891113
	Iteration 13Q: 3 clusters Score -8365432 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8365997.500000 Penalty: 5512.891113
	Iteration 14Q: 3 clusters Score -8365998 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -8366385.500000 Penalty: 5512.891113
	Iteration 15Q: 3 clusters Score -8366386 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -8366659.500000 Penalty: 5512.891113
	Iteration 16Q: 3 clusters Score -8366660 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8366870.500000 Penalty: 5512.891113
	Iteration 17Q: 3 clusters Score -8366870 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -8366980.500000 Penalty: 5512.891113
	Iteration 18Q: 3 clusters Score -8366980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -8367096.000000 Penalty: 5512.891113
	Iteration 19Q: 3 clusters Score -8367096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8367194.500000 Penalty: 5512.891113
	Iteration 20F: 3 clusters Score -8367194 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8367253.000000 Penalty: 5512.891113
	Iteration 21Q: 3 clusters Score -8367253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8367286.500000 Penalty: 5512.891113
	Iteration 22Q: 3 clusters Score -8367286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8367292.500000 Penalty: 5512.891113
	Iteration 23Q: 3 clusters Score -8367292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8367315.500000 Penalty: 5512.891113
	Iteration 24Q: 3 clusters Score -8367316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8367349.000000 Penalty: 5512.891113
	Iteration 25Q: 3 clusters Score -8367349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8367360.000000 Penalty: 5512.891113
	Iteration 26Q: 3 clusters Score -8367360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8367363.000000 Penalty: 5512.891113
	Iteration 27Q: 3 clusters Score -8367363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8367351.500000 Penalty: 5512.891113
	Iteration 28Q: 3 clusters Score -8367352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8367328.000000 Penalty: 5512.891113
	Iteration 29Q: 3 clusters Score -8367328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -8367344.500000 Penalty: 5512.891113
	Iteration 30Q: 3 clusters Score -8367344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8367338.000000 Penalty: 5512.891113
	Iteration 31Q: 3 clusters Score -8367338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8367359.500000 Penalty: 5512.891113
	Iteration 32Q: 3 clusters Score -8367360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8367365.500000 Penalty: 5512.891113
	Iteration 33Q: 3 clusters Score -8367366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8367367.000000 Penalty: 5512.891113
	Iteration 34Q: 3 clusters Score -8367367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8367373.000000 Penalty: 5512.891113
	Iteration 35Q: 3 clusters Score -8367373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8367379.000000 Penalty: 5512.891113
	Iteration 36Q: 3 clusters Score -8367379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8367381.500000 Penalty: 5512.891113
	Iteration 37Q: 3 clusters Score -8367382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8367399.500000 Penalty: 5512.891113
	Iteration 38Q: 3 clusters Score -8367400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -8367391.500000 Penalty: 5512.891113
	Iteration 39Q: 3 clusters Score -8367392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8367394.000000 Penalty: 5512.891113
	Iteration 40F: 3 clusters Score -8367394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8367394.000000 Penalty: 5512.891113
	Iteration 41Q: 3 clusters Score -8367394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8367402.500000 Penalty: 5512.891113
	Iteration 42Q: 3 clusters Score -8367402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8367391.500000 Penalty: 5512.891113
	Iteration 43Q: 3 clusters Score -8367392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -8367392.500000 Penalty: 5512.891113
	Iteration 44Q: 3 clusters Score -8367392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8367388.000000 Penalty: 5512.891113
	Iteration 45Q: 3 clusters Score -8367388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8367394.000000 Penalty: 5512.891113
	Iteration 46Q: 3 clusters Score -8367394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8367391.000000 Penalty: 5512.891113
	Iteration 47Q: 3 clusters Score -8367391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8367392.000000 Penalty: 5512.891113
	Iteration 48Q: 3 clusters Score -8367392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8367393.500000 Penalty: 5512.891113
	Iteration 49Q: 3 clusters Score -8367394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8367390.500000 Penalty: 5512.891113
	Iteration 50Q: 3 clusters Score -8367390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8367391.000000 Penalty: 5512.891113
	Iteration 51Q: 3 clusters Score -8367391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8367394.500000 Penalty: 5512.891113
	Iteration 52Q: 3 clusters Score -8367394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8367395.500000 Penalty: 5512.891113
	Iteration 53Q: 3 clusters Score -8367396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8367391.000000 Penalty: 5512.891113
	Iteration 54Q: 3 clusters Score -8367391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8367394.000000 Penalty: 5512.891113
	Iteration 55Q: 3 clusters Score -8367394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8367384.000000 Penalty: 5512.891113
	Iteration 56Q: 3 clusters Score -8367384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8367383.000000 Penalty: 5512.891113
	Iteration 57Q: 3 clusters Score -8367383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8367386.500000 Penalty: 5512.891113
	Iteration 58Q: 3 clusters Score -8367386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8367383.500000 Penalty: 5512.891113
	Iteration 59Q: 3 clusters Score -8367384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8367388.500000 Penalty: 5512.891113
	Iteration 60F: 3 clusters Score -8367388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8367395.000000 Penalty: 5512.891113
	Iteration 61Q: 3 clusters Score -8367395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8367391.500000 Penalty: 5512.891113
	Iteration 62Q: 3 clusters Score -8367392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8367392.000000 Penalty: 5512.891113
	Iteration 63Q: 3 clusters Score -8367392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -8367395.500000 Penalty: 5512.891113
	Iteration 64Q: 3 clusters Score -8367396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8367390.500000 Penalty: 5512.891113
	Iteration 65Q: 3 clusters Score -8367390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8367392.000000 Penalty: 5512.891113
	Iteration 66Q: 3 clusters Score -8367392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8367392.000000 Penalty: 5512.891113
	Iteration 67F: 3 clusters Score -8367392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1624499.000000 Penalty: 2356.227783
	Iteration 0F: 2 clusters Score -1624499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1614641.625000 Penalty: 4712.455566
	Iteration 0F: 3 clusters Score -1614642 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1617815.875000 Penalty: 4712.455566
	Iteration 1F: 3 clusters Score -1617816 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1618249.375000 Penalty: 4712.455566
	Iteration 2F: 3 clusters Score -1618249 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1618626.625000 Penalty: 4712.455566
	Iteration 3F: 3 clusters Score -1618627 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1618980.375000 Penalty: 4712.455566
	Iteration 4Q: 3 clusters Score -1618980 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1619333.625000 Penalty: 4712.455566
	Iteration 5Q: 3 clusters Score -1619334 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1619733.125000 Penalty: 4712.455566
	Iteration 6Q: 3 clusters Score -1619733 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1620153.750000 Penalty: 4712.455566
	Iteration 7Q: 3 clusters Score -1620154 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1620636.250000 Penalty: 4712.455566
	Iteration 8Q: 3 clusters Score -1620636 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1621116.875000 Penalty: 4712.455566
	Iteration 9Q: 3 clusters Score -1621117 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1621550.125000 Penalty: 4712.455566
	Iteration 10Q: 3 clusters Score -1621550 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1621877.250000 Penalty: 4712.455566
	Iteration 11Q: 3 clusters Score -1621877 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1622076.250000 Penalty: 4712.455566
	Iteration 12Q: 3 clusters Score -1622076 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1622185.250000 Penalty: 4712.455566
	Iteration 13Q: 3 clusters Score -1622185 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1622254.875000 Penalty: 4712.455566
	Iteration 14Q: 3 clusters Score -1622255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1622301.125000 Penalty: 4712.455566
	Iteration 15Q: 3 clusters Score -1622301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1622332.125000 Penalty: 4712.455566
	Iteration 16Q: 3 clusters Score -1622332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1622361.750000 Penalty: 4712.455566
	Iteration 17Q: 3 clusters Score -1622362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1622384.000000 Penalty: 4712.455566
	Iteration 18Q: 3 clusters Score -1622384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1622407.500000 Penalty: 4712.455566
	Iteration 19Q: 3 clusters Score -1622408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1622426.000000 Penalty: 4712.455566
	Iteration 20F: 3 clusters Score -1622426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1622444.750000 Penalty: 4712.455566
	Iteration 21Q: 3 clusters Score -1622445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1622467.250000 Penalty: 4712.455566
	Iteration 22Q: 3 clusters Score -1622467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1622469.250000 Penalty: 4712.455566
	Iteration 23Q: 3 clusters Score -1622469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1622479.250000 Penalty: 4712.455566
	Iteration 24Q: 3 clusters Score -1622479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1622485.750000 Penalty: 4712.455566
	Iteration 25Q: 3 clusters Score -1622486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1622493.500000 Penalty: 4712.455566
	Iteration 26Q: 3 clusters Score -1622494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1622499.000000 Penalty: 4712.455566
	Iteration 27Q: 3 clusters Score -1622499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1622500.750000 Penalty: 4712.455566
	Iteration 28Q: 3 clusters Score -1622501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1622509.500000 Penalty: 4712.455566
	Iteration 29Q: 3 clusters Score -1622510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1622515.875000 Penalty: 4712.455566
	Iteration 30Q: 3 clusters Score -1622516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1622517.875000 Penalty: 4712.455566
	Iteration 31Q: 3 clusters Score -1622518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1622524.250000 Penalty: 4712.455566
	Iteration 32Q: 3 clusters Score -1622524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1622524.750000 Penalty: 4712.455566
	Iteration 33Q: 3 clusters Score -1622525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1622528.250000 Penalty: 4712.455566
	Iteration 34Q: 3 clusters Score -1622528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1622528.750000 Penalty: 4712.455566
	Iteration 35Q: 3 clusters Score -1622529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1622526.250000 Penalty: 4712.455566
	Iteration 36Q: 3 clusters Score -1622526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1622528.375000 Penalty: 4712.455566
	Iteration 37Q: 3 clusters Score -1622528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1622528.875000 Penalty: 4712.455566
	Iteration 38Q: 3 clusters Score -1622529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1622528.875000 Penalty: 4712.455566
	Iteration 39F: 3 clusters Score -1622529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Entering Unmasked Estep 
Score: -2011840.375000 Penalty: 2406.879150
	Iteration 0F: 2 clusters Score -2011840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2000038.250000 Penalty: 4813.758301
	Iteration 0F: 3 clusters Score -2000038 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2003795.125000 Penalty: 4813.758301
	Iteration 1F: 3 clusters Score -2003795 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2004284.250000 Penalty: 4813.758301
	Iteration 2F: 3 clusters Score -2004284 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2004746.750000 Penalty: 4813.758301
	Iteration 3F: 3 clusters Score -2004747 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2005212.125000 Penalty: 4813.758301
	Iteration 4F: 3 clusters Score -2005212 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2005646.625000 Penalty: 4813.758301
	Iteration 5Q: 3 clusters Score -2005647 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2006028.500000 Penalty: 4813.758301
	Iteration 6Q: 3 clusters Score -2006028 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2006349.750000 Penalty: 4813.758301
	Iteration 7Q: 3 clusters Score -2006350 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2006629.375000 Penalty: 4813.758301
	Iteration 8Q: 3 clusters Score -2006629 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2006877.000000 Penalty: 4813.758301
	Iteration 9Q: 3 clusters Score -2006877 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2007106.000000 Penalty: 4813.758301
	Iteration 10Q: 3 clusters Score -2007106 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2007354.500000 Penalty: 4813.758301
	Iteration 11Q: 3 clusters Score -2007354 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2007622.250000 Penalty: 4813.758301
	Iteration 12Q: 3 clusters Score -2007622 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2007885.250000 Penalty: 4813.758301
	Iteration 13Q: 3 clusters Score -2007885 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2008146.750000 Penalty: 4813.758301
	Iteration 14Q: 3 clusters Score -2008147 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2008318.250000 Penalty: 4813.758301
	Iteration 15Q: 3 clusters Score -2008318 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2008462.125000 Penalty: 4813.758301
	Iteration 16Q: 3 clusters Score -2008462 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2008556.000000 Penalty: 4813.758301
	Iteration 17Q: 3 clusters Score -2008556 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2008628.875000 Penalty: 4813.758301
	Iteration 18Q: 3 clusters Score -2008629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2008688.500000 Penalty: 4813.758301
	Iteration 19Q: 3 clusters Score -2008688 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2008748.125000 Penalty: 4813.758301
	Iteration 20F: 3 clusters Score -2008748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2008802.875000 Penalty: 4813.758301
	Iteration 21Q: 3 clusters Score -2008803 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2008866.500000 Penalty: 4813.758301
	Iteration 22Q: 3 clusters Score -2008866 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2008931.125000 Penalty: 4813.758301
	Iteration 23Q: 3 clusters Score -2008931 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2008999.750000 Penalty: 4813.758301
	Iteration 24Q: 3 clusters Score -2009000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2009086.375000 Penalty: 4813.758301
	Iteration 25Q: 3 clusters Score -2009086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2009173.750000 Penalty: 4813.758301
	Iteration 26Q: 3 clusters Score -2009174 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2009259.250000 Penalty: 4813.758301
	Iteration 27Q: 3 clusters Score -2009259 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2009344.000000 Penalty: 4813.758301
	Iteration 28Q: 3 clusters Score -2009344 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2009434.500000 Penalty: 4813.758301
	Iteration 29Q: 3 clusters Score -2009434 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2009512.750000 Penalty: 4813.758301
	Iteration 30Q: 3 clusters Score -2009513 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2009586.875000 Penalty: 4813.758301
	Iteration 31Q: 3 clusters Score -2009587 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2009657.000000 Penalty: 4813.758301
	Iteration 32Q: 3 clusters Score -2009657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2009703.000000 Penalty: 4813.758301
	Iteration 33Q: 3 clusters Score -2009703 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2009748.500000 Penalty: 4813.758301
	Iteration 34Q: 3 clusters Score -2009748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2009791.875000 Penalty: 4813.758301
	Iteration 35Q: 3 clusters Score -2009792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2009829.000000 Penalty: 4813.758301
	Iteration 36Q: 3 clusters Score -2009829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2009859.875000 Penalty: 4813.758301
	Iteration 37Q: 3 clusters Score -2009860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2009881.875000 Penalty: 4813.758301
	Iteration 38Q: 3 clusters Score -2009882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2009904.750000 Penalty: 4813.758301
	Iteration 39Q: 3 clusters Score -2009905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2009936.750000 Penalty: 4813.758301
	Iteration 40F: 3 clusters Score -2009937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2009962.500000 Penalty: 4813.758301
	Iteration 41Q: 3 clusters Score -2009962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2009972.750000 Penalty: 4813.758301
	Iteration 42Q: 3 clusters Score -2009973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2009981.375000 Penalty: 4813.758301
	Iteration 43Q: 3 clusters Score -2009981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2010001.750000 Penalty: 4813.758301
	Iteration 44Q: 3 clusters Score -2010002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2010017.000000 Penalty: 4813.758301
	Iteration 45Q: 3 clusters Score -2010017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2010026.000000 Penalty: 4813.758301
	Iteration 46Q: 3 clusters Score -2010026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2010033.875000 Penalty: 4813.758301
	Iteration 47Q: 3 clusters Score -2010034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2010040.500000 Penalty: 4813.758301
	Iteration 48Q: 3 clusters Score -2010040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2010050.125000 Penalty: 4813.758301
	Iteration 49Q: 3 clusters Score -2010050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2010052.125000 Penalty: 4813.758301
	Iteration 50Q: 3 clusters Score -2010052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2010057.250000 Penalty: 4813.758301
	Iteration 51Q: 3 clusters Score -2010057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2010061.375000 Penalty: 4813.758301
	Iteration 52Q: 3 clusters Score -2010061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2010063.875000 Penalty: 4813.758301
	Iteration 53Q: 3 clusters Score -2010064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2010063.000000 Penalty: 4813.758301
	Iteration 54Q: 3 clusters Score -2010063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2010063.625000 Penalty: 4813.758301
	Iteration 55Q: 3 clusters Score -2010064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2010064.125000 Penalty: 4813.758301
	Iteration 56Q: 3 clusters Score -2010064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2010064.750000 Penalty: 4813.758301
	Iteration 57Q: 3 clusters Score -2010065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2010073.875000 Penalty: 4813.758301
	Iteration 58Q: 3 clusters Score -2010074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2010074.375000 Penalty: 4813.758301
	Iteration 59Q: 3 clusters Score -2010074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2010076.500000 Penalty: 4813.758301
	Iteration 60F: 3 clusters Score -2010076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2010079.625000 Penalty: 4813.758301
	Iteration 61Q: 3 clusters Score -2010080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2010080.500000 Penalty: 4813.758301
	Iteration 62Q: 3 clusters Score -2010080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2010084.500000 Penalty: 4813.758301
	Iteration 63Q: 3 clusters Score -2010084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2010083.125000 Penalty: 4813.758301
	Iteration 64Q: 3 clusters Score -2010083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2010080.250000 Penalty: 4813.758301
	Iteration 65Q: 3 clusters Score -2010080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2010082.125000 Penalty: 4813.758301
	Iteration 66Q: 3 clusters Score -2010082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2010083.000000 Penalty: 4813.758301
	Iteration 67Q: 3 clusters Score -2010083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2010084.625000 Penalty: 4813.758301
	Iteration 68Q: 3 clusters Score -2010085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2010085.875000 Penalty: 4813.758301
	Iteration 69Q: 3 clusters Score -2010086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2010088.750000 Penalty: 4813.758301
	Iteration 70Q: 3 clusters Score -2010089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2010087.000000 Penalty: 4813.758301
	Iteration 71Q: 3 clusters Score -2010087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2010090.375000 Penalty: 4813.758301
	Iteration 72Q: 3 clusters Score -2010090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2010088.250000 Penalty: 4813.758301
	Iteration 73Q: 3 clusters Score -2010088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2010085.875000 Penalty: 4813.758301
	Iteration 74Q: 3 clusters Score -2010086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2010086.500000 Penalty: 4813.758301
	Iteration 75Q: 3 clusters Score -2010086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2010085.375000 Penalty: 4813.758301
	Iteration 76Q: 3 clusters Score -2010085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2010085.375000 Penalty: 4813.758301
	Iteration 77F: 3 clusters Score -2010085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -233796.171875 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -233796.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -231234.921875 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -231234.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231681.312500 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -231681.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231782.203125 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -231782.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231841.093750 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -231841.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231876.140625 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -231876.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -231900.187500 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -231900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -231921.656250 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -231921.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -231935.500000 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -231935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231941.718750 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -231941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -231944.828125 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -231944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231947.125000 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -231947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -231949.640625 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -231949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -231951.640625 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -231951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231954.062500 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -231954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -231956.406250 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -231956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -231957.859375 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -231957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -231958.468750 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -231958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -231959.421875 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -231959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -231960.609375 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -231960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -231960.609375 Penalty: 3739.093506
	Iteration 19F: 3 clusters Score -231960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Entering Unmasked Estep 
Score: -4576428.500000 Penalty: 2603.018066
	Iteration 0F: 2 clusters Score -4576428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4552003.500000 Penalty: 5206.036133
	Iteration 0F: 3 clusters Score -4552004 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4560632.500000 Penalty: 5206.036133
	Iteration 1F: 3 clusters Score -4560632 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4561228.500000 Penalty: 5206.036133
	Iteration 2Q: 3 clusters Score -4561228 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4561970.500000 Penalty: 5206.036133
	Iteration 3Q: 3 clusters Score -4561970 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4562946.000000 Penalty: 5206.036133
	Iteration 4Q: 3 clusters Score -4562946 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4564378.500000 Penalty: 5206.036133
	Iteration 5F: 3 clusters Score -4564378 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4566271.000000 Penalty: 5206.036133
	Iteration 6F: 3 clusters Score -4566271 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4568536.000000 Penalty: 5206.036133
	Iteration 7F: 3 clusters Score -4568536 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4570624.000000 Penalty: 5206.036133
	Iteration 8F: 3 clusters Score -4570624 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4572126.000000 Penalty: 5206.036133
	Iteration 9Q: 3 clusters Score -4572126 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4572997.500000 Penalty: 5206.036133
	Iteration 10Q: 3 clusters Score -4572998 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4573479.000000 Penalty: 5206.036133
	Iteration 11Q: 3 clusters Score -4573479 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4573709.000000 Penalty: 5206.036133
	Iteration 12Q: 3 clusters Score -4573709 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4573853.000000 Penalty: 5206.036133
	Iteration 13Q: 3 clusters Score -4573853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4573948.500000 Penalty: 5206.036133
	Iteration 14Q: 3 clusters Score -4573948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4574000.500000 Penalty: 5206.036133
	Iteration 15Q: 3 clusters Score -4574000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4574036.500000 Penalty: 5206.036133
	Iteration 16Q: 3 clusters Score -4574036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4574070.000000 Penalty: 5206.036133
	Iteration 17Q: 3 clusters Score -4574070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4574088.500000 Penalty: 5206.036133
	Iteration 18Q: 3 clusters Score -4574088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4574098.000000 Penalty: 5206.036133
	Iteration 19Q: 3 clusters Score -4574098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4574110.000000 Penalty: 5206.036133
	Iteration 20F: 3 clusters Score -4574110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4574114.500000 Penalty: 5206.036133
	Iteration 21Q: 3 clusters Score -4574114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4574126.000000 Penalty: 5206.036133
	Iteration 22Q: 3 clusters Score -4574126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4574135.500000 Penalty: 5206.036133
	Iteration 23Q: 3 clusters Score -4574136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4574147.000000 Penalty: 5206.036133
	Iteration 24Q: 3 clusters Score -4574147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4574159.000000 Penalty: 5206.036133
	Iteration 25Q: 3 clusters Score -4574159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4574159.000000 Penalty: 5206.036133
	Iteration 26Q: 3 clusters Score -4574159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4574163.000000 Penalty: 5206.036133
	Iteration 27Q: 3 clusters Score -4574163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4574165.500000 Penalty: 5206.036133
	Iteration 28Q: 3 clusters Score -4574166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4574164.000000 Penalty: 5206.036133
	Iteration 29Q: 3 clusters Score -4574164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4574164.500000 Penalty: 5206.036133
	Iteration 30Q: 3 clusters Score -4574164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4574163.500000 Penalty: 5206.036133
	Iteration 31Q: 3 clusters Score -4574164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4574167.500000 Penalty: 5206.036133
	Iteration 32Q: 3 clusters Score -4574168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4574171.500000 Penalty: 5206.036133
	Iteration 33Q: 3 clusters Score -4574172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4574171.000000 Penalty: 5206.036133
	Iteration 34Q: 3 clusters Score -4574171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4574171.000000 Penalty: 5206.036133
	Iteration 35F: 3 clusters Score -4574171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Entering Unmasked Estep 
Score: -5960704.500000 Penalty: 2690.168213
	Iteration 0F: 2 clusters Score -5960704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -5925904.500000 Penalty: 5380.336426
	Iteration 0F: 3 clusters Score -5925904 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5939253.500000 Penalty: 5380.336426
	Iteration 1F: 3 clusters Score -5939254 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5939739.000000 Penalty: 5380.336426
	Iteration 2Q: 3 clusters Score -5939739 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -5940323.000000 Penalty: 5380.336426
	Iteration 3Q: 3 clusters Score -5940323 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5940899.000000 Penalty: 5380.336426
	Iteration 4Q: 3 clusters Score -5940899 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5941454.000000 Penalty: 5380.336426
	Iteration 5Q: 3 clusters Score -5941454 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -5942035.000000 Penalty: 5380.336426
	Iteration 6Q: 3 clusters Score -5942035 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5942659.500000 Penalty: 5380.336426
	Iteration 7Q: 3 clusters Score -5942660 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5943422.000000 Penalty: 5380.336426
	Iteration 8Q: 3 clusters Score -5943422 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5944311.000000 Penalty: 5380.336426
	Iteration 9Q: 3 clusters Score -5944311 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5945567.000000 Penalty: 5380.336426
	Iteration 10Q: 3 clusters Score -5945567 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5947096.000000 Penalty: 5380.336426
	Iteration 11Q: 3 clusters Score -5947096 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5948973.500000 Penalty: 5380.336426
	Iteration 12F: 3 clusters Score -5948974 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5950912.500000 Penalty: 5380.336426
	Iteration 13F: 3 clusters Score -5950912 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5952647.000000 Penalty: 5380.336426
	Iteration 14Q: 3 clusters Score -5952647 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5953926.500000 Penalty: 5380.336426
	Iteration 15Q: 3 clusters Score -5953926 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5954799.000000 Penalty: 5380.336426
	Iteration 16Q: 3 clusters Score -5954799 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5955336.000000 Penalty: 5380.336426
	Iteration 17Q: 3 clusters Score -5955336 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -5955729.000000 Penalty: 5380.336426
	Iteration 18Q: 3 clusters Score -5955729 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5956122.500000 Penalty: 5380.336426
	Iteration 19Q: 3 clusters Score -5956122 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5956531.500000 Penalty: 5380.336426
	Iteration 20F: 3 clusters Score -5956532 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -5956826.500000 Penalty: 5380.336426
	Iteration 21Q: 3 clusters Score -5956826 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -5957089.000000 Penalty: 5380.336426
	Iteration 22Q: 3 clusters Score -5957089 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -5957347.000000 Penalty: 5380.336426
	Iteration 23Q: 3 clusters Score -5957347 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -5957565.500000 Penalty: 5380.336426
	Iteration 24Q: 3 clusters Score -5957566 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -5957758.000000 Penalty: 5380.336426
	Iteration 25Q: 3 clusters Score -5957758 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -5957952.000000 Penalty: 5380.336426
	Iteration 26Q: 3 clusters Score -5957952 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5958080.500000 Penalty: 5380.336426
	Iteration 27Q: 3 clusters Score -5958080 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -5958182.500000 Penalty: 5380.336426
	Iteration 28Q: 3 clusters Score -5958182 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -5958275.500000 Penalty: 5380.336426
	Iteration 29Q: 3 clusters Score -5958276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -5958349.500000 Penalty: 5380.336426
	Iteration 30Q: 3 clusters Score -5958350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -5958406.000000 Penalty: 5380.336426
	Iteration 31Q: 3 clusters Score -5958406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -5958435.000000 Penalty: 5380.336426
	Iteration 32Q: 3 clusters Score -5958435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -5958458.500000 Penalty: 5380.336426
	Iteration 33Q: 3 clusters Score -5958458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -5958511.000000 Penalty: 5380.336426
	Iteration 34Q: 3 clusters Score -5958511 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -5958548.000000 Penalty: 5380.336426
	Iteration 35Q: 3 clusters Score -5958548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -5958575.000000 Penalty: 5380.336426
	Iteration 36Q: 3 clusters Score -5958575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -5958598.500000 Penalty: 5380.336426
	Iteration 37Q: 3 clusters Score -5958598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -5958613.500000 Penalty: 5380.336426
	Iteration 38Q: 3 clusters Score -5958614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5958632.500000 Penalty: 5380.336426
	Iteration 39Q: 3 clusters Score -5958632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -5958643.500000 Penalty: 5380.336426
	Iteration 40F: 3 clusters Score -5958644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -5958669.500000 Penalty: 5380.336426
	Iteration 41Q: 3 clusters Score -5958670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -5958695.000000 Penalty: 5380.336426
	Iteration 42Q: 3 clusters Score -5958695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -5958717.500000 Penalty: 5380.336426
	Iteration 43Q: 3 clusters Score -5958718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -5958722.500000 Penalty: 5380.336426
	Iteration 44Q: 3 clusters Score -5958722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -5958737.500000 Penalty: 5380.336426
	Iteration 45Q: 3 clusters Score -5958738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -5958737.000000 Penalty: 5380.336426
	Iteration 46Q: 3 clusters Score -5958737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -5958727.000000 Penalty: 5380.336426
	Iteration 47Q: 3 clusters Score -5958727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -5958734.500000 Penalty: 5380.336426
	Iteration 48Q: 3 clusters Score -5958734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -5958748.500000 Penalty: 5380.336426
	Iteration 49Q: 3 clusters Score -5958748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -5958742.000000 Penalty: 5380.336426
	Iteration 50Q: 3 clusters Score -5958742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -5958741.500000 Penalty: 5380.336426
	Iteration 51Q: 3 clusters Score -5958742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -5958744.000000 Penalty: 5380.336426
	Iteration 52Q: 3 clusters Score -5958744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -5958745.000000 Penalty: 5380.336426
	Iteration 53Q: 3 clusters Score -5958745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -5958749.000000 Penalty: 5380.336426
	Iteration 54Q: 3 clusters Score -5958749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -5958750.000000 Penalty: 5380.336426
	Iteration 55Q: 3 clusters Score -5958750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -5958756.000000 Penalty: 5380.336426
	Iteration 56Q: 3 clusters Score -5958756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -5958753.500000 Penalty: 5380.336426
	Iteration 57Q: 3 clusters Score -5958754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -5958755.500000 Penalty: 5380.336426
	Iteration 58Q: 3 clusters Score -5958756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -5958762.000000 Penalty: 5380.336426
	Iteration 59Q: 3 clusters Score -5958762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -5958755.000000 Penalty: 5380.336426
	Iteration 60F: 3 clusters Score -5958755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5958761.500000 Penalty: 5380.336426
	Iteration 61Q: 3 clusters Score -5958762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5958767.000000 Penalty: 5380.336426
	Iteration 62Q: 3 clusters Score -5958767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5958775.000000 Penalty: 5380.336426
	Iteration 63Q: 3 clusters Score -5958775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -5958795.000000 Penalty: 5380.336426
	Iteration 64Q: 3 clusters Score -5958795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -5958795.500000 Penalty: 5380.336426
	Iteration 65Q: 3 clusters Score -5958796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -5958798.000000 Penalty: 5380.336426
	Iteration 66Q: 3 clusters Score -5958798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -5958803.500000 Penalty: 5380.336426
	Iteration 67Q: 3 clusters Score -5958804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -5958808.500000 Penalty: 5380.336426
	Iteration 68Q: 3 clusters Score -5958808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5958805.000000 Penalty: 5380.336426
	Iteration 69Q: 3 clusters Score -5958805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -5958810.500000 Penalty: 5380.336426
	Iteration 70Q: 3 clusters Score -5958810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -5958801.000000 Penalty: 5380.336426
	Iteration 71Q: 3 clusters Score -5958801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5958805.000000 Penalty: 5380.336426
	Iteration 72Q: 3 clusters Score -5958805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -5958807.500000 Penalty: 5380.336426
	Iteration 73Q: 3 clusters Score -5958808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5958804.500000 Penalty: 5380.336426
	Iteration 74Q: 3 clusters Score -5958804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5958801.000000 Penalty: 5380.336426
	Iteration 75Q: 3 clusters Score -5958801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5958801.000000 Penalty: 5380.336426
	Iteration 76F: 3 clusters Score -5958801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Entering Unmasked Estep 
Score: -658639.312500 Penalty: 2135.223633
	Iteration 0F: 2 clusters Score -658639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -653837.312500 Penalty: 4270.447266
	Iteration 0F: 3 clusters Score -653837.3 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -655000.750000 Penalty: 4270.447266
	Iteration 1F: 3 clusters Score -655000.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -655258.687500 Penalty: 4270.447266
	Iteration 2F: 3 clusters Score -655258.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -655478.875000 Penalty: 4270.447266
	Iteration 3F: 3 clusters Score -655478.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -655653.125000 Penalty: 4270.447266
	Iteration 4Q: 3 clusters Score -655653.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -655840.187500 Penalty: 4270.447266
	Iteration 5Q: 3 clusters Score -655840.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -656046.750000 Penalty: 4270.447266
	Iteration 6Q: 3 clusters Score -656046.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -656236.562500 Penalty: 4270.447266
	Iteration 7Q: 3 clusters Score -656236.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -656388.750000 Penalty: 4270.447266
	Iteration 8Q: 3 clusters Score -656388.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -656522.562500 Penalty: 4270.447266
	Iteration 9Q: 3 clusters Score -656522.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -656630.937500 Penalty: 4270.447266
	Iteration 10Q: 3 clusters Score -656630.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656690.812500 Penalty: 4270.447266
	Iteration 11Q: 3 clusters Score -656690.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656731.937500 Penalty: 4270.447266
	Iteration 12Q: 3 clusters Score -656731.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -656776.500000 Penalty: 4270.447266
	Iteration 13Q: 3 clusters Score -656776.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -656805.812500 Penalty: 4270.447266
	Iteration 14Q: 3 clusters Score -656805.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656826.937500 Penalty: 4270.447266
	Iteration 15Q: 3 clusters Score -656826.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -656841.562500 Penalty: 4270.447266
	Iteration 16Q: 3 clusters Score -656841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -656852.750000 Penalty: 4270.447266
	Iteration 17Q: 3 clusters Score -656852.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656862.000000 Penalty: 4270.447266
	Iteration 18Q: 3 clusters Score -656862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -656870.187500 Penalty: 4270.447266
	Iteration 19Q: 3 clusters Score -656870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -656875.812500 Penalty: 4270.447266
	Iteration 20F: 3 clusters Score -656875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -656882.250000 Penalty: 4270.447266
	Iteration 21Q: 3 clusters Score -656882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -656888.125000 Penalty: 4270.447266
	Iteration 22Q: 3 clusters Score -656888.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -656894.250000 Penalty: 4270.447266
	Iteration 23Q: 3 clusters Score -656894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -656900.187500 Penalty: 4270.447266
	Iteration 24Q: 3 clusters Score -656900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -656904.375000 Penalty: 4270.447266
	Iteration 25Q: 3 clusters Score -656904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656906.500000 Penalty: 4270.447266
	Iteration 26Q: 3 clusters Score -656906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -656909.500000 Penalty: 4270.447266
	Iteration 27Q: 3 clusters Score -656909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -656912.250000 Penalty: 4270.447266
	Iteration 28Q: 3 clusters Score -656912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -656914.437500 Penalty: 4270.447266
	Iteration 29Q: 3 clusters Score -656914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -656919.437500 Penalty: 4270.447266
	Iteration 30Q: 3 clusters Score -656919.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -656923.125000 Penalty: 4270.447266
	Iteration 31Q: 3 clusters Score -656923.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -656927.500000 Penalty: 4270.447266
	Iteration 32Q: 3 clusters Score -656927.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656931.250000 Penalty: 4270.447266
	Iteration 33Q: 3 clusters Score -656931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656931.875000 Penalty: 4270.447266
	Iteration 34Q: 3 clusters Score -656931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -656934.875000 Penalty: 4270.447266
	Iteration 35Q: 3 clusters Score -656934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -656935.750000 Penalty: 4270.447266
	Iteration 36Q: 3 clusters Score -656935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656937.125000 Penalty: 4270.447266
	Iteration 37Q: 3 clusters Score -656937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -656937.750000 Penalty: 4270.447266
	Iteration 38Q: 3 clusters Score -656937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -656940.937500 Penalty: 4270.447266
	Iteration 39Q: 3 clusters Score -656940.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656945.062500 Penalty: 4270.447266
	Iteration 40F: 3 clusters Score -656945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656948.875000 Penalty: 4270.447266
	Iteration 41Q: 3 clusters Score -656948.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -656953.000000 Penalty: 4270.447266
	Iteration 42Q: 3 clusters Score -656953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -656959.062500 Penalty: 4270.447266
	Iteration 43Q: 3 clusters Score -656959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -656963.750000 Penalty: 4270.447266
	Iteration 44Q: 3 clusters Score -656963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -656963.500000 Penalty: 4270.447266
	Iteration 45Q: 3 clusters Score -656963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -656965.500000 Penalty: 4270.447266
	Iteration 46Q: 3 clusters Score -656965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656966.062500 Penalty: 4270.447266
	Iteration 47Q: 3 clusters Score -656966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656967.625000 Penalty: 4270.447266
	Iteration 48Q: 3 clusters Score -656967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -656966.437500 Penalty: 4270.447266
	Iteration 49Q: 3 clusters Score -656966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -656966.750000 Penalty: 4270.447266
	Iteration 50Q: 3 clusters Score -656966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -656966.562500 Penalty: 4270.447266
	Iteration 51Q: 3 clusters Score -656966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -656966.562500 Penalty: 4270.447266
	Iteration 52F: 3 clusters Score -656966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -657037.000000 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -657037 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 2715 members 
Entering Unmasked Estep 
Score: -652312.750000 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -652312.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -653481.750000 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -653481.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -653724.062500 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -653724.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -653896.812500 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -653896.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -654040.000000 Penalty: 4256.972656
	Iteration 4Q: 3 clusters Score -654040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -654190.375000 Penalty: 4256.972656
	Iteration 5Q: 3 clusters Score -654190.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -654328.062500 Penalty: 4256.972656
	Iteration 6Q: 3 clusters Score -654328.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -654460.375000 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -654460.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -654596.437500 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -654596.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -654743.187500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -654743.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -654890.750000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -654890.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -655031.750000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -655031.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -655157.625000 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -655157.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -655268.625000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -655268.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -655343.500000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -655343.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -655388.625000 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -655388.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -655418.500000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -655418.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -655447.562500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -655447.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -655464.625000 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -655464.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -655477.875000 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -655477.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -655492.500000 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -655492.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -655506.812500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -655506.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -655515.875000 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -655515.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -655522.750000 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -655522.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -655529.687500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -655529.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -655536.500000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -655536.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -655540.250000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -655540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -655545.000000 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -655545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -655548.750000 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -655548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -655551.125000 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -655551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -655551.375000 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -655551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -655553.000000 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -655553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -655553.875000 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -655553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -655553.875000 Penalty: 4256.972656
	Iteration 33F: 3 clusters Score -655553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -46323.640625 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -46323.64 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 343 members 
Entering Unmasked Estep 
Score: -44892.167969 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -44892.17 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45495.156250 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -45495.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45898.679688 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -45898.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46243.156250 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -46243.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46496.527344 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -46496.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46545.367188 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -46545.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46557.902344 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -46557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46572.679688 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -46572.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46592.566406 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -46592.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46618.238281 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -46618.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46641.734375 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -46641.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46648.234375 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -46648.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46652.316406 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -46652.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46656.449219 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -46656.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46656.449219 Penalty: 3222.400391
	Iteration 14F: 3 clusters Score -46656.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239683 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29981 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Mstep: Class 74 contains 200 members 
Entering Unmasked Estep 
Score: -134504608.000000 Penalty: 255510.078125
Splitting cluster 24 changes total score from -134506160.000000 to -134504608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -689401.375000 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -689401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -684416.062500 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -684416.1 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -685619.500000 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -685619.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -685858.000000 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -685858 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -686087.625000 Penalty: 4290.300293
	Iteration 3F: 3 clusters Score -686087.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -686319.875000 Penalty: 4290.300293
	Iteration 4F: 3 clusters Score -686319.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -686551.000000 Penalty: 4290.300293
	Iteration 5F: 3 clusters Score -686551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -686753.125000 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -686753.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -686948.312500 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -686948.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -687153.562500 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -687153.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -687393.062500 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -687393.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -687679.125000 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -687679.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -688084.187500 Penalty: 4290.300293
	Iteration 11F: 3 clusters Score -688084.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -688653.812500 Penalty: 4290.300293
	Iteration 12F: 3 clusters Score -688653.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -689103.250000 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -689103.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -689329.187500 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -689329.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -689389.375000 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -689389.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -689412.875000 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -689412.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -689417.750000 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -689417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -689422.187500 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -689422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -689423.062500 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -689423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -689423.250000 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -689423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -689423.437500 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -689423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -689424.312500 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -689424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -689424.312500 Penalty: 4290.300293
	Iteration 23F: 3 clusters Score -689424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239683 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29981 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Mstep: Class 74 contains 3061 members 
Entering Unmasked Estep 
Score: -134504864.000000 Penalty: 255510.078125
Splitting cluster 25 changes total score from -134506160.000000 to -134504864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -40492.812500 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -40492.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39475.796875 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -39475.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39700.089844 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -39700.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39883.253906 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -39883.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40147.378906 Penalty: 2825.758301
	Iteration 3F: 3 clusters Score -40147.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40234.078125 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -40234.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40260.117188 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -40260.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40260.117188 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -40260.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -91845.750000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -91845.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90218.679688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -90218.68 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90488.781250 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -90488.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90613.609375 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -90613.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90660.937500 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -90660.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90694.101562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -90694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90723.992188 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -90723.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90757.460938 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -90757.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90781.554688 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -90781.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90819.539062 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -90819.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90838.906250 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -90838.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90867.296875 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -90867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90897.945312 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -90897.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90987.328125 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -90987.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91148.304688 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -91148.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91310.554688 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -91310.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91386.140625 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -91386.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91491.929688 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -91491.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91520.929688 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -91520.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91527.476562 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -91527.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91527.476562 Penalty: 3174.527832
	Iteration 19F: 3 clusters Score -91527.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -271037.375000 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -271037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -268318.875000 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -268318.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -268919.031250 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -268919 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -269184.000000 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -269184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269379.562500 Penalty: 3824.261719
	Iteration 3F: 3 clusters Score -269379.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -269527.125000 Penalty: 3824.261719
	Iteration 4F: 3 clusters Score -269527.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -269684.218750 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -269684.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -269841.125000 Penalty: 3824.261719
	Iteration 6F: 3 clusters Score -269841.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -269959.437500 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -269959.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -270031.187500 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -270031.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -270083.750000 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -270083.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -270138.718750 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -270138.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -270175.031250 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -270175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -270194.531250 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -270194.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270211.031250 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -270211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -270229.281250 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -270229.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -270245.718750 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -270245.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -270257.281250 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -270257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -270269.125000 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -270269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -270276.906250 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -270276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -270286.250000 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -270286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -270291.781250 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -270291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -270294.625000 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -270294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -270295.312500 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -270295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -270295.312500 Penalty: 3824.261719
	Iteration 23F: 3 clusters Score -270295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -766668.937500 Penalty: 2169.264404
	Iteration 0F: 2 clusters Score -766668.9 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 3175 members 
Entering Unmasked Estep 
Score: -761347.562500 Penalty: 4338.528809
	Iteration 0F: 3 clusters Score -761347.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -762675.875000 Penalty: 4338.528809
	Iteration 1F: 3 clusters Score -762675.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -762904.687500 Penalty: 4338.528809
	Iteration 2F: 3 clusters Score -762904.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -763101.750000 Penalty: 4338.528809
	Iteration 3F: 3 clusters Score -763101.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -763259.125000 Penalty: 4338.528809
	Iteration 4Q: 3 clusters Score -763259.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -763389.937500 Penalty: 4338.528809
	Iteration 5Q: 3 clusters Score -763389.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -763504.437500 Penalty: 4338.528809
	Iteration 6Q: 3 clusters Score -763504.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -763627.750000 Penalty: 4338.528809
	Iteration 7Q: 3 clusters Score -763627.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -763768.812500 Penalty: 4338.528809
	Iteration 8Q: 3 clusters Score -763768.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -763925.500000 Penalty: 4338.528809
	Iteration 9Q: 3 clusters Score -763925.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -764080.250000 Penalty: 4338.528809
	Iteration 10Q: 3 clusters Score -764080.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -764251.312500 Penalty: 4338.528809
	Iteration 11Q: 3 clusters Score -764251.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -764420.812500 Penalty: 4338.528809
	Iteration 12Q: 3 clusters Score -764420.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -764557.687500 Penalty: 4338.528809
	Iteration 13Q: 3 clusters Score -764557.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -764691.562500 Penalty: 4338.528809
	Iteration 14Q: 3 clusters Score -764691.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -764815.312500 Penalty: 4338.528809
	Iteration 15Q: 3 clusters Score -764815.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -764916.625000 Penalty: 4338.528809
	Iteration 16Q: 3 clusters Score -764916.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -764986.937500 Penalty: 4338.528809
	Iteration 17Q: 3 clusters Score -764986.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -765037.437500 Penalty: 4338.528809
	Iteration 18Q: 3 clusters Score -765037.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -765076.125000 Penalty: 4338.528809
	Iteration 19Q: 3 clusters Score -765076.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -765109.187500 Penalty: 4338.528809
	Iteration 20F: 3 clusters Score -765109.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -765147.875000 Penalty: 4338.528809
	Iteration 21Q: 3 clusters Score -765147.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -765182.625000 Penalty: 4338.528809
	Iteration 22Q: 3 clusters Score -765182.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -765205.875000 Penalty: 4338.528809
	Iteration 23Q: 3 clusters Score -765205.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -765227.062500 Penalty: 4338.528809
	Iteration 24Q: 3 clusters Score -765227.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -765247.375000 Penalty: 4338.528809
	Iteration 25Q: 3 clusters Score -765247.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -765263.750000 Penalty: 4338.528809
	Iteration 26Q: 3 clusters Score -765263.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -765277.687500 Penalty: 4338.528809
	Iteration 27Q: 3 clusters Score -765277.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -765286.125000 Penalty: 4338.528809
	Iteration 28Q: 3 clusters Score -765286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -765292.000000 Penalty: 4338.528809
	Iteration 29Q: 3 clusters Score -765292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -765295.000000 Penalty: 4338.528809
	Iteration 30Q: 3 clusters Score -765295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -765298.500000 Penalty: 4338.528809
	Iteration 31Q: 3 clusters Score -765298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -765303.250000 Penalty: 4338.528809
	Iteration 32Q: 3 clusters Score -765303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -765306.687500 Penalty: 4338.528809
	Iteration 33Q: 3 clusters Score -765306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -765306.687500 Penalty: 4338.528809
	Iteration 34Q: 3 clusters Score -765306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -765309.937500 Penalty: 4338.528809
	Iteration 35Q: 3 clusters Score -765309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -765312.187500 Penalty: 4338.528809
	Iteration 36Q: 3 clusters Score -765312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -765312.187500 Penalty: 4338.528809
	Iteration 37Q: 3 clusters Score -765312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -765316.187500 Penalty: 4338.528809
	Iteration 38Q: 3 clusters Score -765316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -765320.437500 Penalty: 4338.528809
	Iteration 39Q: 3 clusters Score -765320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -765323.750000 Penalty: 4338.528809
	Iteration 40F: 3 clusters Score -765323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -765323.750000 Penalty: 4338.528809
	Iteration 41Q: 3 clusters Score -765323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -765325.562500 Penalty: 4338.528809
	Iteration 42Q: 3 clusters Score -765325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -765326.812500 Penalty: 4338.528809
	Iteration 43Q: 3 clusters Score -765326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -765328.750000 Penalty: 4338.528809
	Iteration 44Q: 3 clusters Score -765328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -765329.000000 Penalty: 4338.528809
	Iteration 45Q: 3 clusters Score -765329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -765330.312500 Penalty: 4338.528809
	Iteration 46Q: 3 clusters Score -765330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -765330.187500 Penalty: 4338.528809
	Iteration 47Q: 3 clusters Score -765330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -765330.562500 Penalty: 4338.528809
	Iteration 48Q: 3 clusters Score -765330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -765330.187500 Penalty: 4338.528809
	Iteration 49Q: 3 clusters Score -765330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -765331.375000 Penalty: 4338.528809
	Iteration 50Q: 3 clusters Score -765331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -765331.125000 Penalty: 4338.528809
	Iteration 51Q: 3 clusters Score -765331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -765331.125000 Penalty: 4338.528809
	Iteration 52F: 3 clusters Score -765331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Entering Unmasked Estep 
Score: -1253125.625000 Penalty: 2289.706787
	Iteration 0F: 2 clusters Score -1253126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1245353.875000 Penalty: 4579.413574
	Iteration 0F: 3 clusters Score -1245354 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1247618.625000 Penalty: 4579.413574
	Iteration 1F: 3 clusters Score -1247619 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1247963.750000 Penalty: 4579.413574
	Iteration 2F: 3 clusters Score -1247964 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1248212.000000 Penalty: 4579.413574
	Iteration 3F: 3 clusters Score -1248212 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1248406.125000 Penalty: 4579.413574
	Iteration 4Q: 3 clusters Score -1248406 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1248559.000000 Penalty: 4579.413574
	Iteration 5Q: 3 clusters Score -1248559 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1248729.250000 Penalty: 4579.413574
	Iteration 6Q: 3 clusters Score -1248729 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1248917.250000 Penalty: 4579.413574
	Iteration 7Q: 3 clusters Score -1248917 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1249110.250000 Penalty: 4579.413574
	Iteration 8Q: 3 clusters Score -1249110 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1249271.250000 Penalty: 4579.413574
	Iteration 9Q: 3 clusters Score -1249271 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1249410.250000 Penalty: 4579.413574
	Iteration 10Q: 3 clusters Score -1249410 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1249568.250000 Penalty: 4579.413574
	Iteration 11Q: 3 clusters Score -1249568 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1249719.500000 Penalty: 4579.413574
	Iteration 12Q: 3 clusters Score -1249720 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1249864.500000 Penalty: 4579.413574
	Iteration 13Q: 3 clusters Score -1249864 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1250026.625000 Penalty: 4579.413574
	Iteration 14Q: 3 clusters Score -1250027 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1250179.000000 Penalty: 4579.413574
	Iteration 15Q: 3 clusters Score -1250179 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1250342.750000 Penalty: 4579.413574
	Iteration 16Q: 3 clusters Score -1250343 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1250488.750000 Penalty: 4579.413574
	Iteration 17Q: 3 clusters Score -1250489 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1250594.625000 Penalty: 4579.413574
	Iteration 18Q: 3 clusters Score -1250595 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1250682.000000 Penalty: 4579.413574
	Iteration 19Q: 3 clusters Score -1250682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1250757.000000 Penalty: 4579.413574
	Iteration 20F: 3 clusters Score -1250757 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1250816.000000 Penalty: 4579.413574
	Iteration 21Q: 3 clusters Score -1250816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1250870.875000 Penalty: 4579.413574
	Iteration 22Q: 3 clusters Score -1250871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1250908.000000 Penalty: 4579.413574
	Iteration 23Q: 3 clusters Score -1250908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1250934.125000 Penalty: 4579.413574
	Iteration 24Q: 3 clusters Score -1250934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1250953.000000 Penalty: 4579.413574
	Iteration 25Q: 3 clusters Score -1250953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1250975.750000 Penalty: 4579.413574
	Iteration 26Q: 3 clusters Score -1250976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1250999.250000 Penalty: 4579.413574
	Iteration 27Q: 3 clusters Score -1250999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1251019.375000 Penalty: 4579.413574
	Iteration 28Q: 3 clusters Score -1251019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1251043.250000 Penalty: 4579.413574
	Iteration 29Q: 3 clusters Score -1251043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1251070.125000 Penalty: 4579.413574
	Iteration 30Q: 3 clusters Score -1251070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1251096.250000 Penalty: 4579.413574
	Iteration 31Q: 3 clusters Score -1251096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1251122.500000 Penalty: 4579.413574
	Iteration 32Q: 3 clusters Score -1251122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1251142.625000 Penalty: 4579.413574
	Iteration 33Q: 3 clusters Score -1251143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1251164.500000 Penalty: 4579.413574
	Iteration 34Q: 3 clusters Score -1251164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1251189.625000 Penalty: 4579.413574
	Iteration 35Q: 3 clusters Score -1251190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1251209.750000 Penalty: 4579.413574
	Iteration 36Q: 3 clusters Score -1251210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1251232.625000 Penalty: 4579.413574
	Iteration 37Q: 3 clusters Score -1251233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1251259.375000 Penalty: 4579.413574
	Iteration 38Q: 3 clusters Score -1251259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1251278.250000 Penalty: 4579.413574
	Iteration 39Q: 3 clusters Score -1251278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1251303.500000 Penalty: 4579.413574
	Iteration 40F: 3 clusters Score -1251304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1251323.000000 Penalty: 4579.413574
	Iteration 41Q: 3 clusters Score -1251323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1251347.875000 Penalty: 4579.413574
	Iteration 42Q: 3 clusters Score -1251348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1251366.750000 Penalty: 4579.413574
	Iteration 43Q: 3 clusters Score -1251367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1251376.000000 Penalty: 4579.413574
	Iteration 44Q: 3 clusters Score -1251376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1251384.125000 Penalty: 4579.413574
	Iteration 45Q: 3 clusters Score -1251384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1251389.875000 Penalty: 4579.413574
	Iteration 46Q: 3 clusters Score -1251390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1251396.000000 Penalty: 4579.413574
	Iteration 47Q: 3 clusters Score -1251396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1251400.500000 Penalty: 4579.413574
	Iteration 48Q: 3 clusters Score -1251400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1251402.500000 Penalty: 4579.413574
	Iteration 49Q: 3 clusters Score -1251402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1251405.375000 Penalty: 4579.413574
	Iteration 50Q: 3 clusters Score -1251405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1251411.750000 Penalty: 4579.413574
	Iteration 51Q: 3 clusters Score -1251412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1251413.500000 Penalty: 4579.413574
	Iteration 52Q: 3 clusters Score -1251414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1251414.500000 Penalty: 4579.413574
	Iteration 53Q: 3 clusters Score -1251414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1251419.125000 Penalty: 4579.413574
	Iteration 54Q: 3 clusters Score -1251419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1251425.125000 Penalty: 4579.413574
	Iteration 55Q: 3 clusters Score -1251425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1251431.000000 Penalty: 4579.413574
	Iteration 56Q: 3 clusters Score -1251431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1251441.250000 Penalty: 4579.413574
	Iteration 57Q: 3 clusters Score -1251441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1251442.000000 Penalty: 4579.413574
	Iteration 58Q: 3 clusters Score -1251442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1251447.625000 Penalty: 4579.413574
	Iteration 59Q: 3 clusters Score -1251448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1251451.750000 Penalty: 4579.413574
	Iteration 60F: 3 clusters Score -1251452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1251457.875000 Penalty: 4579.413574
	Iteration 61Q: 3 clusters Score -1251458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1251462.875000 Penalty: 4579.413574
	Iteration 62Q: 3 clusters Score -1251463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1251464.750000 Penalty: 4579.413574
	Iteration 63Q: 3 clusters Score -1251465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1251467.250000 Penalty: 4579.413574
	Iteration 64Q: 3 clusters Score -1251467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1251480.625000 Penalty: 4579.413574
	Iteration 65Q: 3 clusters Score -1251481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1251494.500000 Penalty: 4579.413574
	Iteration 66Q: 3 clusters Score -1251494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1251505.500000 Penalty: 4579.413574
	Iteration 67Q: 3 clusters Score -1251506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1251516.125000 Penalty: 4579.413574
	Iteration 68Q: 3 clusters Score -1251516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1251526.750000 Penalty: 4579.413574
	Iteration 69Q: 3 clusters Score -1251527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1251535.750000 Penalty: 4579.413574
	Iteration 70Q: 3 clusters Score -1251536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1251543.500000 Penalty: 4579.413574
	Iteration 71Q: 3 clusters Score -1251544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1251548.875000 Penalty: 4579.413574
	Iteration 72Q: 3 clusters Score -1251549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1251554.500000 Penalty: 4579.413574
	Iteration 73Q: 3 clusters Score -1251554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1251562.250000 Penalty: 4579.413574
	Iteration 74Q: 3 clusters Score -1251562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1251566.000000 Penalty: 4579.413574
	Iteration 75Q: 3 clusters Score -1251566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1251574.625000 Penalty: 4579.413574
	Iteration 76Q: 3 clusters Score -1251575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1251581.875000 Penalty: 4579.413574
	Iteration 77Q: 3 clusters Score -1251582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1251589.375000 Penalty: 4579.413574
	Iteration 78Q: 3 clusters Score -1251589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1251599.875000 Penalty: 4579.413574
	Iteration 79Q: 3 clusters Score -1251600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1251603.500000 Penalty: 4579.413574
	Iteration 80F: 3 clusters Score -1251604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1251605.125000 Penalty: 4579.413574
	Iteration 81Q: 3 clusters Score -1251605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1251608.125000 Penalty: 4579.413574
	Iteration 82Q: 3 clusters Score -1251608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1251610.750000 Penalty: 4579.413574
	Iteration 83Q: 3 clusters Score -1251611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1251611.375000 Penalty: 4579.413574
	Iteration 84Q: 3 clusters Score -1251611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1251611.000000 Penalty: 4579.413574
	Iteration 85Q: 3 clusters Score -1251611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1251611.250000 Penalty: 4579.413574
	Iteration 86Q: 3 clusters Score -1251611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1251612.625000 Penalty: 4579.413574
	Iteration 87Q: 3 clusters Score -1251613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1251612.875000 Penalty: 4579.413574
	Iteration 88Q: 3 clusters Score -1251613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1251612.875000 Penalty: 4579.413574
	Iteration 89F: 3 clusters Score -1251613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Entering Unmasked Estep 
Score: -3722168.250000 Penalty: 2556.463135
	Iteration 0F: 2 clusters Score -3722168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3701653.250000 Penalty: 5112.926270
	Iteration 0F: 3 clusters Score -3701653 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3708959.000000 Penalty: 5112.926270
	Iteration 1F: 3 clusters Score -3708959 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3709608.250000 Penalty: 5112.926270
	Iteration 2F: 3 clusters Score -3709608 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3710322.500000 Penalty: 5112.926270
	Iteration 3F: 3 clusters Score -3710322 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3711117.000000 Penalty: 5112.926270
	Iteration 4F: 3 clusters Score -3711117 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3712012.500000 Penalty: 5112.926270
	Iteration 5F: 3 clusters Score -3712012 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3712972.250000 Penalty: 5112.926270
	Iteration 6F: 3 clusters Score -3712972 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3714061.250000 Penalty: 5112.926270
	Iteration 7F: 3 clusters Score -3714061 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3715341.500000 Penalty: 5112.926270
	Iteration 8F: 3 clusters Score -3715342 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3716527.000000 Penalty: 5112.926270
	Iteration 9F: 3 clusters Score -3716527 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3717447.250000 Penalty: 5112.926270
	Iteration 10Q: 3 clusters Score -3717447 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3718024.750000 Penalty: 5112.926270
	Iteration 11Q: 3 clusters Score -3718025 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3718340.750000 Penalty: 5112.926270
	Iteration 12Q: 3 clusters Score -3718341 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3718516.750000 Penalty: 5112.926270
	Iteration 13Q: 3 clusters Score -3718517 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3718635.500000 Penalty: 5112.926270
	Iteration 14Q: 3 clusters Score -3718636 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3718727.750000 Penalty: 5112.926270
	Iteration 15Q: 3 clusters Score -3718728 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3718810.250000 Penalty: 5112.926270
	Iteration 16Q: 3 clusters Score -3718810 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3718882.500000 Penalty: 5112.926270
	Iteration 17Q: 3 clusters Score -3718882 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3718958.000000 Penalty: 5112.926270
	Iteration 18Q: 3 clusters Score -3718958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3719049.250000 Penalty: 5112.926270
	Iteration 19Q: 3 clusters Score -3719049 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3719101.500000 Penalty: 5112.926270
	Iteration 20F: 3 clusters Score -3719102 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3719173.000000 Penalty: 5112.926270
	Iteration 21Q: 3 clusters Score -3719173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3719224.000000 Penalty: 5112.926270
	Iteration 22Q: 3 clusters Score -3719224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3719278.000000 Penalty: 5112.926270
	Iteration 23Q: 3 clusters Score -3719278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3719343.750000 Penalty: 5112.926270
	Iteration 24Q: 3 clusters Score -3719344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3719419.000000 Penalty: 5112.926270
	Iteration 25Q: 3 clusters Score -3719419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3719462.250000 Penalty: 5112.926270
	Iteration 26Q: 3 clusters Score -3719462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3719507.000000 Penalty: 5112.926270
	Iteration 27Q: 3 clusters Score -3719507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3719541.750000 Penalty: 5112.926270
	Iteration 28Q: 3 clusters Score -3719542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3719577.250000 Penalty: 5112.926270
	Iteration 29Q: 3 clusters Score -3719577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3719603.750000 Penalty: 5112.926270
	Iteration 30Q: 3 clusters Score -3719604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3719613.000000 Penalty: 5112.926270
	Iteration 31Q: 3 clusters Score -3719613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3719637.250000 Penalty: 5112.926270
	Iteration 32Q: 3 clusters Score -3719637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3719660.000000 Penalty: 5112.926270
	Iteration 33Q: 3 clusters Score -3719660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3719664.250000 Penalty: 5112.926270
	Iteration 34Q: 3 clusters Score -3719664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3719683.250000 Penalty: 5112.926270
	Iteration 35Q: 3 clusters Score -3719683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3719689.250000 Penalty: 5112.926270
	Iteration 36Q: 3 clusters Score -3719689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3719705.500000 Penalty: 5112.926270
	Iteration 37Q: 3 clusters Score -3719706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3719728.250000 Penalty: 5112.926270
	Iteration 38Q: 3 clusters Score -3719728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3719750.750000 Penalty: 5112.926270
	Iteration 39Q: 3 clusters Score -3719751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3719773.500000 Penalty: 5112.926270
	Iteration 40F: 3 clusters Score -3719774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3719782.250000 Penalty: 5112.926270
	Iteration 41Q: 3 clusters Score -3719782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3719793.000000 Penalty: 5112.926270
	Iteration 42Q: 3 clusters Score -3719793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3719809.500000 Penalty: 5112.926270
	Iteration 43Q: 3 clusters Score -3719810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3719838.000000 Penalty: 5112.926270
	Iteration 44Q: 3 clusters Score -3719838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3719852.500000 Penalty: 5112.926270
	Iteration 45Q: 3 clusters Score -3719852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3719862.250000 Penalty: 5112.926270
	Iteration 46Q: 3 clusters Score -3719862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3719865.750000 Penalty: 5112.926270
	Iteration 47Q: 3 clusters Score -3719866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3719884.000000 Penalty: 5112.926270
	Iteration 48Q: 3 clusters Score -3719884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3719891.750000 Penalty: 5112.926270
	Iteration 49Q: 3 clusters Score -3719892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3719901.500000 Penalty: 5112.926270
	Iteration 50Q: 3 clusters Score -3719902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3719904.000000 Penalty: 5112.926270
	Iteration 51Q: 3 clusters Score -3719904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3719910.750000 Penalty: 5112.926270
	Iteration 52Q: 3 clusters Score -3719911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3719922.750000 Penalty: 5112.926270
	Iteration 53Q: 3 clusters Score -3719923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3719924.500000 Penalty: 5112.926270
	Iteration 54Q: 3 clusters Score -3719924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3719932.500000 Penalty: 5112.926270
	Iteration 55Q: 3 clusters Score -3719932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3719936.750000 Penalty: 5112.926270
	Iteration 56Q: 3 clusters Score -3719937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3719943.250000 Penalty: 5112.926270
	Iteration 57Q: 3 clusters Score -3719943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3719951.000000 Penalty: 5112.926270
	Iteration 58Q: 3 clusters Score -3719951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3719961.000000 Penalty: 5112.926270
	Iteration 59Q: 3 clusters Score -3719961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3719967.500000 Penalty: 5112.926270
	Iteration 60F: 3 clusters Score -3719968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3719971.500000 Penalty: 5112.926270
	Iteration 61Q: 3 clusters Score -3719972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3719975.000000 Penalty: 5112.926270
	Iteration 62Q: 3 clusters Score -3719975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3719978.500000 Penalty: 5112.926270
	Iteration 63Q: 3 clusters Score -3719978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3719978.250000 Penalty: 5112.926270
	Iteration 64Q: 3 clusters Score -3719978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3719986.000000 Penalty: 5112.926270
	Iteration 65Q: 3 clusters Score -3719986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3719984.750000 Penalty: 5112.926270
	Iteration 66Q: 3 clusters Score -3719985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3719984.750000 Penalty: 5112.926270
	Iteration 67Q: 3 clusters Score -3719985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3719988.000000 Penalty: 5112.926270
	Iteration 68Q: 3 clusters Score -3719988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3719993.500000 Penalty: 5112.926270
	Iteration 69Q: 3 clusters Score -3719994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3719992.750000 Penalty: 5112.926270
	Iteration 70Q: 3 clusters Score -3719993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3719995.750000 Penalty: 5112.926270
	Iteration 71Q: 3 clusters Score -3719996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3720002.250000 Penalty: 5112.926270
	Iteration 72Q: 3 clusters Score -3720002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3719999.750000 Penalty: 5112.926270
	Iteration 73Q: 3 clusters Score -3720000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3720007.000000 Penalty: 5112.926270
	Iteration 74Q: 3 clusters Score -3720007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3720002.250000 Penalty: 5112.926270
	Iteration 75Q: 3 clusters Score -3720002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3720008.000000 Penalty: 5112.926270
	Iteration 76Q: 3 clusters Score -3720008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3720006.500000 Penalty: 5112.926270
	Iteration 77Q: 3 clusters Score -3720006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3720007.750000 Penalty: 5112.926270
	Iteration 78Q: 3 clusters Score -3720008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3720015.500000 Penalty: 5112.926270
	Iteration 79Q: 3 clusters Score -3720016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3720015.500000 Penalty: 5112.926270
	Iteration 80F: 3 clusters Score -3720016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3720023.000000 Penalty: 5112.926270
	Iteration 81Q: 3 clusters Score -3720023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3720023.000000 Penalty: 5112.926270
	Iteration 82Q: 3 clusters Score -3720023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3720024.000000 Penalty: 5112.926270
	Iteration 83Q: 3 clusters Score -3720024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3720029.500000 Penalty: 5112.926270
	Iteration 84Q: 3 clusters Score -3720030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3720029.250000 Penalty: 5112.926270
	Iteration 85Q: 3 clusters Score -3720029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3720022.250000 Penalty: 5112.926270
	Iteration 86Q: 3 clusters Score -3720022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3720025.500000 Penalty: 5112.926270
	Iteration 87Q: 3 clusters Score -3720026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3720024.000000 Penalty: 5112.926270
	Iteration 88Q: 3 clusters Score -3720024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3720025.250000 Penalty: 5112.926270
	Iteration 89Q: 3 clusters Score -3720025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3720028.750000 Penalty: 5112.926270
	Iteration 90Q: 3 clusters Score -3720029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3720025.250000 Penalty: 5112.926270
	Iteration 91Q: 3 clusters Score -3720025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3720021.500000 Penalty: 5112.926270
	Iteration 92Q: 3 clusters Score -3720022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3720027.500000 Penalty: 5112.926270
	Iteration 93Q: 3 clusters Score -3720028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3720027.500000 Penalty: 5112.926270
	Iteration 94F: 3 clusters Score -3720028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -636501.375000 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -636501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -631472.937500 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -631472.9 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -633043.625000 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -633043.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -633567.625000 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -633567.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -633896.500000 Penalty: 4311.558105
	Iteration 3F: 3 clusters Score -633896.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -634200.375000 Penalty: 4311.558105
	Iteration 4F: 3 clusters Score -634200.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -634462.562500 Penalty: 4311.558105
	Iteration 5F: 3 clusters Score -634462.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -634668.500000 Penalty: 4311.558105
	Iteration 6Q: 3 clusters Score -634668.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -634811.625000 Penalty: 4311.558105
	Iteration 7Q: 3 clusters Score -634811.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -634886.750000 Penalty: 4311.558105
	Iteration 8Q: 3 clusters Score -634886.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -634921.375000 Penalty: 4311.558105
	Iteration 9Q: 3 clusters Score -634921.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634954.187500 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -634954.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -634974.812500 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -634974.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -634992.375000 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -634992.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -635002.500000 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -635002.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -635009.062500 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -635009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -635015.125000 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -635015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -635017.812500 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -635017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -635021.125000 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -635021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -635021.062500 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -635021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -635023.625000 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -635023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -635024.750000 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -635024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -635024.250000 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -635024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -635026.687500 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -635026.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -635029.125000 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -635029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -635030.312500 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -635030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -635032.250000 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -635032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -635035.000000 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -635035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -635036.500000 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -635036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -635037.375000 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -635037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -635041.375000 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -635041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -635042.437500 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -635042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -635044.687500 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -635044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -635047.750000 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -635047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -635047.187500 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -635047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -635050.625000 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -635050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -635054.812500 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -635054.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -635058.437500 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -635058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -635061.750000 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -635061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -635062.062500 Penalty: 4311.558105
	Iteration 38Q: 3 clusters Score -635062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -635065.000000 Penalty: 4311.558105
	Iteration 39Q: 3 clusters Score -635065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -635066.625000 Penalty: 4311.558105
	Iteration 40F: 3 clusters Score -635066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -635068.687500 Penalty: 4311.558105
	Iteration 41Q: 3 clusters Score -635068.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -635071.562500 Penalty: 4311.558105
	Iteration 42Q: 3 clusters Score -635071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -635076.375000 Penalty: 4311.558105
	Iteration 43Q: 3 clusters Score -635076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -635078.750000 Penalty: 4311.558105
	Iteration 44Q: 3 clusters Score -635078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -635083.437500 Penalty: 4311.558105
	Iteration 45Q: 3 clusters Score -635083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -635089.812500 Penalty: 4311.558105
	Iteration 46Q: 3 clusters Score -635089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -635091.500000 Penalty: 4311.558105
	Iteration 47Q: 3 clusters Score -635091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -635094.250000 Penalty: 4311.558105
	Iteration 48Q: 3 clusters Score -635094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -635094.000000 Penalty: 4311.558105
	Iteration 49Q: 3 clusters Score -635094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -635098.187500 Penalty: 4311.558105
	Iteration 50Q: 3 clusters Score -635098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -635099.125000 Penalty: 4311.558105
	Iteration 51Q: 3 clusters Score -635099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -635101.125000 Penalty: 4311.558105
	Iteration 52Q: 3 clusters Score -635101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -635101.500000 Penalty: 4311.558105
	Iteration 53Q: 3 clusters Score -635101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -635102.312500 Penalty: 4311.558105
	Iteration 54Q: 3 clusters Score -635102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -635103.125000 Penalty: 4311.558105
	Iteration 55Q: 3 clusters Score -635103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -635103.187500 Penalty: 4311.558105
	Iteration 56Q: 3 clusters Score -635103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -635105.000000 Penalty: 4311.558105
	Iteration 57Q: 3 clusters Score -635105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -635104.125000 Penalty: 4311.558105
	Iteration 58Q: 3 clusters Score -635104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -635104.125000 Penalty: 4311.558105
	Iteration 59F: 3 clusters Score -635104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Entering Unmasked Estep 
Score: -966621.000000 Penalty: 2226.050293
	Iteration 0F: 2 clusters Score -966621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -960320.125000 Penalty: 4452.100586
	Iteration 0F: 3 clusters Score -960320.1 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -962147.937500 Penalty: 4452.100586
	Iteration 1F: 3 clusters Score -962147.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -962422.000000 Penalty: 4452.100586
	Iteration 2F: 3 clusters Score -962422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -962608.500000 Penalty: 4452.100586
	Iteration 3Q: 3 clusters Score -962608.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -962775.937500 Penalty: 4452.100586
	Iteration 4Q: 3 clusters Score -962775.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -962903.125000 Penalty: 4452.100586
	Iteration 5Q: 3 clusters Score -962903.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -963022.750000 Penalty: 4452.100586
	Iteration 6Q: 3 clusters Score -963022.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -963139.000000 Penalty: 4452.100586
	Iteration 7Q: 3 clusters Score -963139 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -963268.687500 Penalty: 4452.100586
	Iteration 8Q: 3 clusters Score -963268.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -963408.187500 Penalty: 4452.100586
	Iteration 9Q: 3 clusters Score -963408.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -963547.562500 Penalty: 4452.100586
	Iteration 10Q: 3 clusters Score -963547.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -963668.937500 Penalty: 4452.100586
	Iteration 11Q: 3 clusters Score -963668.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -963785.500000 Penalty: 4452.100586
	Iteration 12Q: 3 clusters Score -963785.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -963907.187500 Penalty: 4452.100586
	Iteration 13Q: 3 clusters Score -963907.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -964014.250000 Penalty: 4452.100586
	Iteration 14Q: 3 clusters Score -964014.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -964115.500000 Penalty: 4452.100586
	Iteration 15Q: 3 clusters Score -964115.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -964229.937500 Penalty: 4452.100586
	Iteration 16Q: 3 clusters Score -964229.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -964324.687500 Penalty: 4452.100586
	Iteration 17Q: 3 clusters Score -964324.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -964423.125000 Penalty: 4452.100586
	Iteration 18Q: 3 clusters Score -964423.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -964545.500000 Penalty: 4452.100586
	Iteration 19Q: 3 clusters Score -964545.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -964654.750000 Penalty: 4452.100586
	Iteration 20F: 3 clusters Score -964654.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -964748.500000 Penalty: 4452.100586
	Iteration 21Q: 3 clusters Score -964748.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -964827.187500 Penalty: 4452.100586
	Iteration 22Q: 3 clusters Score -964827.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -964898.625000 Penalty: 4452.100586
	Iteration 23Q: 3 clusters Score -964898.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -964959.437500 Penalty: 4452.100586
	Iteration 24Q: 3 clusters Score -964959.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -965006.875000 Penalty: 4452.100586
	Iteration 25Q: 3 clusters Score -965006.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -965044.562500 Penalty: 4452.100586
	Iteration 26Q: 3 clusters Score -965044.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -965071.437500 Penalty: 4452.100586
	Iteration 27Q: 3 clusters Score -965071.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -965097.812500 Penalty: 4452.100586
	Iteration 28Q: 3 clusters Score -965097.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -965110.500000 Penalty: 4452.100586
	Iteration 29Q: 3 clusters Score -965110.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -965120.187500 Penalty: 4452.100586
	Iteration 30Q: 3 clusters Score -965120.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -965126.875000 Penalty: 4452.100586
	Iteration 31Q: 3 clusters Score -965126.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -965133.375000 Penalty: 4452.100586
	Iteration 32Q: 3 clusters Score -965133.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -965142.687500 Penalty: 4452.100586
	Iteration 33Q: 3 clusters Score -965142.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -965154.312500 Penalty: 4452.100586
	Iteration 34Q: 3 clusters Score -965154.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -965166.187500 Penalty: 4452.100586
	Iteration 35Q: 3 clusters Score -965166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -965178.187500 Penalty: 4452.100586
	Iteration 36Q: 3 clusters Score -965178.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -965186.187500 Penalty: 4452.100586
	Iteration 37Q: 3 clusters Score -965186.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -965200.000000 Penalty: 4452.100586
	Iteration 38Q: 3 clusters Score -965200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -965211.937500 Penalty: 4452.100586
	Iteration 39Q: 3 clusters Score -965211.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -965224.687500 Penalty: 4452.100586
	Iteration 40F: 3 clusters Score -965224.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -965235.500000 Penalty: 4452.100586
	Iteration 41Q: 3 clusters Score -965235.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -965243.687500 Penalty: 4452.100586
	Iteration 42Q: 3 clusters Score -965243.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -965246.750000 Penalty: 4452.100586
	Iteration 43Q: 3 clusters Score -965246.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -965251.250000 Penalty: 4452.100586
	Iteration 44Q: 3 clusters Score -965251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -965255.500000 Penalty: 4452.100586
	Iteration 45Q: 3 clusters Score -965255.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -965260.125000 Penalty: 4452.100586
	Iteration 46Q: 3 clusters Score -965260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -965263.875000 Penalty: 4452.100586
	Iteration 47Q: 3 clusters Score -965263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -965264.937500 Penalty: 4452.100586
	Iteration 48Q: 3 clusters Score -965264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -965264.750000 Penalty: 4452.100586
	Iteration 49Q: 3 clusters Score -965264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -965272.937500 Penalty: 4452.100586
	Iteration 50Q: 3 clusters Score -965272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -965278.125000 Penalty: 4452.100586
	Iteration 51Q: 3 clusters Score -965278.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -965280.250000 Penalty: 4452.100586
	Iteration 52Q: 3 clusters Score -965280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -965283.375000 Penalty: 4452.100586
	Iteration 53Q: 3 clusters Score -965283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -965286.500000 Penalty: 4452.100586
	Iteration 54Q: 3 clusters Score -965286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -965285.812500 Penalty: 4452.100586
	Iteration 55Q: 3 clusters Score -965285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -965286.437500 Penalty: 4452.100586
	Iteration 56Q: 3 clusters Score -965286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -965287.937500 Penalty: 4452.100586
	Iteration 57Q: 3 clusters Score -965287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -965289.625000 Penalty: 4452.100586
	Iteration 58Q: 3 clusters Score -965289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -965289.500000 Penalty: 4452.100586
	Iteration 59Q: 3 clusters Score -965289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -965289.500000 Penalty: 4452.100586
	Iteration 60F: 3 clusters Score -965289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (42133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Entering Unmasked Estep 
Score: -5289303.000000 Penalty: 2640.849365
	Iteration 0F: 2 clusters Score -5289303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5260716.500000 Penalty: 5281.698730
	Iteration 0F: 3 clusters Score -5260716 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5271273.500000 Penalty: 5281.698730
	Iteration 1F: 3 clusters Score -5271274 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5271868.500000 Penalty: 5281.698730
	Iteration 2Q: 3 clusters Score -5271868 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5272467.500000 Penalty: 5281.698730
	Iteration 3Q: 3 clusters Score -5272468 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5273117.500000 Penalty: 5281.698730
	Iteration 4Q: 3 clusters Score -5273118 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5273983.500000 Penalty: 5281.698730
	Iteration 5Q: 3 clusters Score -5273984 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -5274983.000000 Penalty: 5281.698730
	Iteration 6Q: 3 clusters Score -5274983 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -5276442.500000 Penalty: 5281.698730
	Iteration 7F: 3 clusters Score -5276442 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5278295.500000 Penalty: 5281.698730
	Iteration 8F: 3 clusters Score -5278296 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5280551.000000 Penalty: 5281.698730
	Iteration 9F: 3 clusters Score -5280551 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5282828.000000 Penalty: 5281.698730
	Iteration 10F: 3 clusters Score -5282828 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5284572.000000 Penalty: 5281.698730
	Iteration 11Q: 3 clusters Score -5284572 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5285669.500000 Penalty: 5281.698730
	Iteration 12Q: 3 clusters Score -5285670 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5286332.500000 Penalty: 5281.698730
	Iteration 13Q: 3 clusters Score -5286332 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5286809.500000 Penalty: 5281.698730
	Iteration 14Q: 3 clusters Score -5286810 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5287093.000000 Penalty: 5281.698730
	Iteration 15Q: 3 clusters Score -5287093 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5287280.000000 Penalty: 5281.698730
	Iteration 16Q: 3 clusters Score -5287280 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5287394.000000 Penalty: 5281.698730
	Iteration 17Q: 3 clusters Score -5287394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5287495.000000 Penalty: 5281.698730
	Iteration 18Q: 3 clusters Score -5287495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5287525.000000 Penalty: 5281.698730
	Iteration 19Q: 3 clusters Score -5287525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5287564.500000 Penalty: 5281.698730
	Iteration 20F: 3 clusters Score -5287564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5287587.500000 Penalty: 5281.698730
	Iteration 21Q: 3 clusters Score -5287588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5287597.500000 Penalty: 5281.698730
	Iteration 22Q: 3 clusters Score -5287598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5287613.500000 Penalty: 5281.698730
	Iteration 23Q: 3 clusters Score -5287614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5287615.500000 Penalty: 5281.698730
	Iteration 24Q: 3 clusters Score -5287616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5287629.000000 Penalty: 5281.698730
	Iteration 25Q: 3 clusters Score -5287629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5287628.000000 Penalty: 5281.698730
	Iteration 26Q: 3 clusters Score -5287628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5287633.500000 Penalty: 5281.698730
	Iteration 27Q: 3 clusters Score -5287634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5287636.000000 Penalty: 5281.698730
	Iteration 28Q: 3 clusters Score -5287636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5287630.000000 Penalty: 5281.698730
	Iteration 29Q: 3 clusters Score -5287630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5287635.500000 Penalty: 5281.698730
	Iteration 30Q: 3 clusters Score -5287636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5287633.500000 Penalty: 5281.698730
	Iteration 31Q: 3 clusters Score -5287634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5287638.000000 Penalty: 5281.698730
	Iteration 32Q: 3 clusters Score -5287638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5287638.000000 Penalty: 5281.698730
	Iteration 33F: 3 clusters Score -5287638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -119513.429688 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -119513.4 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 506 members 
Entering Unmasked Estep 
Score: -117619.578125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -117619.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117918.921875 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -117918.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118015.265625 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -118015.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118081.234375 Penalty: 3420.760254
	Iteration 3Q: 3 clusters Score -118081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118130.851562 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -118130.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118173.335938 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -118173.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118201.843750 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -118201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -118222.515625 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -118222.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118257.421875 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -118257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118279.015625 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -118279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -118293.265625 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -118293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118301.710938 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -118301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118308.734375 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -118308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118313.171875 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -118313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118317.015625 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -118317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118321.648438 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -118321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -118323.539062 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -118323.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -118324.453125 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -118324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -118325.601562 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -118325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -118325.601562 Penalty: 3420.760254
	Iteration 19F: 3 clusters Score -118325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Entering Unmasked Estep 
Score: -1759507.500000 Penalty: 2370.742676
	Iteration 0F: 2 clusters Score -1759508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1749122.125000 Penalty: 4741.485352
	Iteration 0F: 3 clusters Score -1749122 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1752386.375000 Penalty: 4741.485352
	Iteration 1F: 3 clusters Score -1752386 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1752774.375000 Penalty: 4741.485352
	Iteration 2F: 3 clusters Score -1752774 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1753177.750000 Penalty: 4741.485352
	Iteration 3F: 3 clusters Score -1753178 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1753662.125000 Penalty: 4741.485352
	Iteration 4F: 3 clusters Score -1753662 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1754259.250000 Penalty: 4741.485352
	Iteration 5F: 3 clusters Score -1754259 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1754939.750000 Penalty: 4741.485352
	Iteration 6F: 3 clusters Score -1754940 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1755599.375000 Penalty: 4741.485352
	Iteration 7F: 3 clusters Score -1755599 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1756107.750000 Penalty: 4741.485352
	Iteration 8F: 3 clusters Score -1756108 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1756461.250000 Penalty: 4741.485352
	Iteration 9Q: 3 clusters Score -1756461 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1756675.750000 Penalty: 4741.485352
	Iteration 10Q: 3 clusters Score -1756676 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1756812.375000 Penalty: 4741.485352
	Iteration 11Q: 3 clusters Score -1756812 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1756898.500000 Penalty: 4741.485352
	Iteration 12Q: 3 clusters Score -1756898 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1756958.625000 Penalty: 4741.485352
	Iteration 13Q: 3 clusters Score -1756959 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1756998.125000 Penalty: 4741.485352
	Iteration 14Q: 3 clusters Score -1756998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1757027.000000 Penalty: 4741.485352
	Iteration 15Q: 3 clusters Score -1757027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1757051.250000 Penalty: 4741.485352
	Iteration 16Q: 3 clusters Score -1757051 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1757068.125000 Penalty: 4741.485352
	Iteration 17Q: 3 clusters Score -1757068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1757088.625000 Penalty: 4741.485352
	Iteration 18Q: 3 clusters Score -1757089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1757103.875000 Penalty: 4741.485352
	Iteration 19Q: 3 clusters Score -1757104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1757117.250000 Penalty: 4741.485352
	Iteration 20F: 3 clusters Score -1757117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1757126.625000 Penalty: 4741.485352
	Iteration 21Q: 3 clusters Score -1757127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1757151.000000 Penalty: 4741.485352
	Iteration 22Q: 3 clusters Score -1757151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1757162.125000 Penalty: 4741.485352
	Iteration 23Q: 3 clusters Score -1757162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1757171.000000 Penalty: 4741.485352
	Iteration 24Q: 3 clusters Score -1757171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1757190.500000 Penalty: 4741.485352
	Iteration 25Q: 3 clusters Score -1757190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1757204.250000 Penalty: 4741.485352
	Iteration 26Q: 3 clusters Score -1757204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1757225.750000 Penalty: 4741.485352
	Iteration 27Q: 3 clusters Score -1757226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1757243.875000 Penalty: 4741.485352
	Iteration 28Q: 3 clusters Score -1757244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1757256.250000 Penalty: 4741.485352
	Iteration 29Q: 3 clusters Score -1757256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1757265.875000 Penalty: 4741.485352
	Iteration 30Q: 3 clusters Score -1757266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1757277.000000 Penalty: 4741.485352
	Iteration 31Q: 3 clusters Score -1757277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1757289.625000 Penalty: 4741.485352
	Iteration 32Q: 3 clusters Score -1757290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1757299.750000 Penalty: 4741.485352
	Iteration 33Q: 3 clusters Score -1757300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1757310.625000 Penalty: 4741.485352
	Iteration 34Q: 3 clusters Score -1757311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1757321.750000 Penalty: 4741.485352
	Iteration 35Q: 3 clusters Score -1757322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1757328.750000 Penalty: 4741.485352
	Iteration 36Q: 3 clusters Score -1757329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1757338.000000 Penalty: 4741.485352
	Iteration 37Q: 3 clusters Score -1757338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1757343.375000 Penalty: 4741.485352
	Iteration 38Q: 3 clusters Score -1757343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1757351.750000 Penalty: 4741.485352
	Iteration 39Q: 3 clusters Score -1757352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1757364.000000 Penalty: 4741.485352
	Iteration 40F: 3 clusters Score -1757364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1757372.125000 Penalty: 4741.485352
	Iteration 41Q: 3 clusters Score -1757372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1757379.000000 Penalty: 4741.485352
	Iteration 42Q: 3 clusters Score -1757379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1757392.125000 Penalty: 4741.485352
	Iteration 43Q: 3 clusters Score -1757392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1757400.125000 Penalty: 4741.485352
	Iteration 44Q: 3 clusters Score -1757400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1757406.625000 Penalty: 4741.485352
	Iteration 45Q: 3 clusters Score -1757407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1757412.000000 Penalty: 4741.485352
	Iteration 46Q: 3 clusters Score -1757412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1757416.500000 Penalty: 4741.485352
	Iteration 47Q: 3 clusters Score -1757416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1757436.000000 Penalty: 4741.485352
	Iteration 48Q: 3 clusters Score -1757436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1757442.375000 Penalty: 4741.485352
	Iteration 49Q: 3 clusters Score -1757442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1757443.375000 Penalty: 4741.485352
	Iteration 50Q: 3 clusters Score -1757443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1757452.125000 Penalty: 4741.485352
	Iteration 51Q: 3 clusters Score -1757452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1757456.375000 Penalty: 4741.485352
	Iteration 52Q: 3 clusters Score -1757456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1757460.000000 Penalty: 4741.485352
	Iteration 53Q: 3 clusters Score -1757460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1757463.750000 Penalty: 4741.485352
	Iteration 54Q: 3 clusters Score -1757464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1757468.250000 Penalty: 4741.485352
	Iteration 55Q: 3 clusters Score -1757468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1757475.125000 Penalty: 4741.485352
	Iteration 56Q: 3 clusters Score -1757475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1757479.000000 Penalty: 4741.485352
	Iteration 57Q: 3 clusters Score -1757479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1757487.625000 Penalty: 4741.485352
	Iteration 58Q: 3 clusters Score -1757488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1757488.625000 Penalty: 4741.485352
	Iteration 59Q: 3 clusters Score -1757489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1757494.750000 Penalty: 4741.485352
	Iteration 60F: 3 clusters Score -1757495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1757502.000000 Penalty: 4741.485352
	Iteration 61Q: 3 clusters Score -1757502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1757504.000000 Penalty: 4741.485352
	Iteration 62Q: 3 clusters Score -1757504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1757507.875000 Penalty: 4741.485352
	Iteration 63Q: 3 clusters Score -1757508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1757517.875000 Penalty: 4741.485352
	Iteration 64Q: 3 clusters Score -1757518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1757518.000000 Penalty: 4741.485352
	Iteration 65Q: 3 clusters Score -1757518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1757525.125000 Penalty: 4741.485352
	Iteration 66Q: 3 clusters Score -1757525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1757530.750000 Penalty: 4741.485352
	Iteration 67Q: 3 clusters Score -1757531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1757531.875000 Penalty: 4741.485352
	Iteration 68Q: 3 clusters Score -1757532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1757534.875000 Penalty: 4741.485352
	Iteration 69Q: 3 clusters Score -1757535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1757539.250000 Penalty: 4741.485352
	Iteration 70Q: 3 clusters Score -1757539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1757540.375000 Penalty: 4741.485352
	Iteration 71Q: 3 clusters Score -1757540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1757545.250000 Penalty: 4741.485352
	Iteration 72Q: 3 clusters Score -1757545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1757546.625000 Penalty: 4741.485352
	Iteration 73Q: 3 clusters Score -1757547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1757552.000000 Penalty: 4741.485352
	Iteration 74Q: 3 clusters Score -1757552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1757553.875000 Penalty: 4741.485352
	Iteration 75Q: 3 clusters Score -1757554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1757558.125000 Penalty: 4741.485352
	Iteration 76Q: 3 clusters Score -1757558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1757560.000000 Penalty: 4741.485352
	Iteration 77Q: 3 clusters Score -1757560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1757560.625000 Penalty: 4741.485352
	Iteration 78Q: 3 clusters Score -1757561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1757559.625000 Penalty: 4741.485352
	Iteration 79Q: 3 clusters Score -1757560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1757565.375000 Penalty: 4741.485352
	Iteration 80F: 3 clusters Score -1757565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1757569.750000 Penalty: 4741.485352
	Iteration 81Q: 3 clusters Score -1757570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1757576.125000 Penalty: 4741.485352
	Iteration 82Q: 3 clusters Score -1757576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1757578.375000 Penalty: 4741.485352
	Iteration 83Q: 3 clusters Score -1757578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1757575.625000 Penalty: 4741.485352
	Iteration 84Q: 3 clusters Score -1757576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1757578.625000 Penalty: 4741.485352
	Iteration 85Q: 3 clusters Score -1757579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1757582.875000 Penalty: 4741.485352
	Iteration 86Q: 3 clusters Score -1757583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1757588.125000 Penalty: 4741.485352
	Iteration 87Q: 3 clusters Score -1757588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1757587.750000 Penalty: 4741.485352
	Iteration 88Q: 3 clusters Score -1757588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1757591.375000 Penalty: 4741.485352
	Iteration 89Q: 3 clusters Score -1757591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1757599.125000 Penalty: 4741.485352
	Iteration 90Q: 3 clusters Score -1757599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1757603.625000 Penalty: 4741.485352
	Iteration 91Q: 3 clusters Score -1757604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1757600.750000 Penalty: 4741.485352
	Iteration 92Q: 3 clusters Score -1757601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1757600.875000 Penalty: 4741.485352
	Iteration 93Q: 3 clusters Score -1757601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1757606.625000 Penalty: 4741.485352
	Iteration 94Q: 3 clusters Score -1757607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1757609.250000 Penalty: 4741.485352
	Iteration 95Q: 3 clusters Score -1757609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1757606.750000 Penalty: 4741.485352
	Iteration 96Q: 3 clusters Score -1757607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1757609.375000 Penalty: 4741.485352
	Iteration 97Q: 3 clusters Score -1757609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1757610.250000 Penalty: 4741.485352
	Iteration 98Q: 3 clusters Score -1757610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1757613.875000 Penalty: 4741.485352
	Iteration 99Q: 3 clusters Score -1757614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1757612.875000 Penalty: 4741.485352
	Iteration 100F: 3 clusters Score -1757613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1757616.250000 Penalty: 4741.485352
	Iteration 101Q: 3 clusters Score -1757616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1757613.500000 Penalty: 4741.485352
	Iteration 102Q: 3 clusters Score -1757614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1757614.500000 Penalty: 4741.485352
	Iteration 103Q: 3 clusters Score -1757614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1757616.750000 Penalty: 4741.485352
	Iteration 104Q: 3 clusters Score -1757617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1757618.250000 Penalty: 4741.485352
	Iteration 105Q: 3 clusters Score -1757618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1757621.750000 Penalty: 4741.485352
	Iteration 106Q: 3 clusters Score -1757622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1757623.375000 Penalty: 4741.485352
	Iteration 107Q: 3 clusters Score -1757623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1757623.500000 Penalty: 4741.485352
	Iteration 108Q: 3 clusters Score -1757624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1757625.500000 Penalty: 4741.485352
	Iteration 109Q: 3 clusters Score -1757626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1757627.500000 Penalty: 4741.485352
	Iteration 110Q: 3 clusters Score -1757628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1757628.625000 Penalty: 4741.485352
	Iteration 111Q: 3 clusters Score -1757629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1757629.625000 Penalty: 4741.485352
	Iteration 112Q: 3 clusters Score -1757630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1757628.000000 Penalty: 4741.485352
	Iteration 113Q: 3 clusters Score -1757628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1757629.625000 Penalty: 4741.485352
	Iteration 114Q: 3 clusters Score -1757630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1757633.375000 Penalty: 4741.485352
	Iteration 115Q: 3 clusters Score -1757633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1757632.750000 Penalty: 4741.485352
	Iteration 116Q: 3 clusters Score -1757633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1757632.125000 Penalty: 4741.485352
	Iteration 117Q: 3 clusters Score -1757632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1757634.500000 Penalty: 4741.485352
	Iteration 118Q: 3 clusters Score -1757634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1757634.625000 Penalty: 4741.485352
	Iteration 119Q: 3 clusters Score -1757635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1757637.875000 Penalty: 4741.485352
	Iteration 120F: 3 clusters Score -1757638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1757637.750000 Penalty: 4741.485352
	Iteration 121Q: 3 clusters Score -1757638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1757637.000000 Penalty: 4741.485352
	Iteration 122Q: 3 clusters Score -1757637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1757637.000000 Penalty: 4741.485352
	Iteration 123F: 3 clusters Score -1757637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -1317844.375000 Penalty: 2325.590088
	Iteration 0F: 2 clusters Score -1317844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1308969.000000 Penalty: 4651.180176
	Iteration 0F: 3 clusters Score -1308969 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1311847.875000 Penalty: 4651.180176
	Iteration 1F: 3 clusters Score -1311848 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1312365.875000 Penalty: 4651.180176
	Iteration 2F: 3 clusters Score -1312366 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1312844.875000 Penalty: 4651.180176
	Iteration 3F: 3 clusters Score -1312845 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1313270.625000 Penalty: 4651.180176
	Iteration 4F: 3 clusters Score -1313271 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1313648.625000 Penalty: 4651.180176
	Iteration 5Q: 3 clusters Score -1313649 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1313984.750000 Penalty: 4651.180176
	Iteration 6Q: 3 clusters Score -1313985 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1314288.750000 Penalty: 4651.180176
	Iteration 7Q: 3 clusters Score -1314289 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1314531.875000 Penalty: 4651.180176
	Iteration 8Q: 3 clusters Score -1314532 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1314723.250000 Penalty: 4651.180176
	Iteration 9Q: 3 clusters Score -1314723 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1314907.125000 Penalty: 4651.180176
	Iteration 10Q: 3 clusters Score -1314907 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1315090.750000 Penalty: 4651.180176
	Iteration 11Q: 3 clusters Score -1315091 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1315256.250000 Penalty: 4651.180176
	Iteration 12Q: 3 clusters Score -1315256 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1315400.625000 Penalty: 4651.180176
	Iteration 13Q: 3 clusters Score -1315401 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1315528.625000 Penalty: 4651.180176
	Iteration 14Q: 3 clusters Score -1315529 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1315626.000000 Penalty: 4651.180176
	Iteration 15Q: 3 clusters Score -1315626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1315722.125000 Penalty: 4651.180176
	Iteration 16Q: 3 clusters Score -1315722 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1315800.375000 Penalty: 4651.180176
	Iteration 17Q: 3 clusters Score -1315800 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1315875.375000 Penalty: 4651.180176
	Iteration 18Q: 3 clusters Score -1315875 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1315943.875000 Penalty: 4651.180176
	Iteration 19Q: 3 clusters Score -1315944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1316001.875000 Penalty: 4651.180176
	Iteration 20F: 3 clusters Score -1316002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1316053.375000 Penalty: 4651.180176
	Iteration 21Q: 3 clusters Score -1316053 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1316113.875000 Penalty: 4651.180176
	Iteration 22Q: 3 clusters Score -1316114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1316166.750000 Penalty: 4651.180176
	Iteration 23Q: 3 clusters Score -1316167 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1316215.875000 Penalty: 4651.180176
	Iteration 24Q: 3 clusters Score -1316216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1316263.250000 Penalty: 4651.180176
	Iteration 25Q: 3 clusters Score -1316263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1316306.500000 Penalty: 4651.180176
	Iteration 26Q: 3 clusters Score -1316306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1316336.750000 Penalty: 4651.180176
	Iteration 27Q: 3 clusters Score -1316337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1316374.000000 Penalty: 4651.180176
	Iteration 28Q: 3 clusters Score -1316374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1316403.250000 Penalty: 4651.180176
	Iteration 29Q: 3 clusters Score -1316403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1316434.500000 Penalty: 4651.180176
	Iteration 30Q: 3 clusters Score -1316434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1316458.000000 Penalty: 4651.180176
	Iteration 31Q: 3 clusters Score -1316458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1316479.625000 Penalty: 4651.180176
	Iteration 32Q: 3 clusters Score -1316480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1316503.375000 Penalty: 4651.180176
	Iteration 33Q: 3 clusters Score -1316503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1316515.125000 Penalty: 4651.180176
	Iteration 34Q: 3 clusters Score -1316515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1316521.375000 Penalty: 4651.180176
	Iteration 35Q: 3 clusters Score -1316521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1316526.750000 Penalty: 4651.180176
	Iteration 36Q: 3 clusters Score -1316527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1316530.750000 Penalty: 4651.180176
	Iteration 37Q: 3 clusters Score -1316531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1316535.250000 Penalty: 4651.180176
	Iteration 38Q: 3 clusters Score -1316535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1316538.875000 Penalty: 4651.180176
	Iteration 39Q: 3 clusters Score -1316539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1316539.000000 Penalty: 4651.180176
	Iteration 40F: 3 clusters Score -1316539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1316542.500000 Penalty: 4651.180176
	Iteration 41Q: 3 clusters Score -1316542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1316542.750000 Penalty: 4651.180176
	Iteration 42Q: 3 clusters Score -1316543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1316552.375000 Penalty: 4651.180176
	Iteration 43Q: 3 clusters Score -1316552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1316553.125000 Penalty: 4651.180176
	Iteration 44Q: 3 clusters Score -1316553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1316554.250000 Penalty: 4651.180176
	Iteration 45Q: 3 clusters Score -1316554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1316557.000000 Penalty: 4651.180176
	Iteration 46Q: 3 clusters Score -1316557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1316567.000000 Penalty: 4651.180176
	Iteration 47Q: 3 clusters Score -1316567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1316572.375000 Penalty: 4651.180176
	Iteration 48Q: 3 clusters Score -1316572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1316577.750000 Penalty: 4651.180176
	Iteration 49Q: 3 clusters Score -1316578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1316582.375000 Penalty: 4651.180176
	Iteration 50Q: 3 clusters Score -1316582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1316581.750000 Penalty: 4651.180176
	Iteration 51Q: 3 clusters Score -1316582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1316580.875000 Penalty: 4651.180176
	Iteration 52Q: 3 clusters Score -1316581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1316584.250000 Penalty: 4651.180176
	Iteration 53Q: 3 clusters Score -1316584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1316584.875000 Penalty: 4651.180176
	Iteration 54Q: 3 clusters Score -1316585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1316586.125000 Penalty: 4651.180176
	Iteration 55Q: 3 clusters Score -1316586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1316587.375000 Penalty: 4651.180176
	Iteration 56Q: 3 clusters Score -1316587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1316588.125000 Penalty: 4651.180176
	Iteration 57Q: 3 clusters Score -1316588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1316587.750000 Penalty: 4651.180176
	Iteration 58Q: 3 clusters Score -1316588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1316589.875000 Penalty: 4651.180176
	Iteration 59Q: 3 clusters Score -1316590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1316592.250000 Penalty: 4651.180176
	Iteration 60F: 3 clusters Score -1316592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1316591.000000 Penalty: 4651.180176
	Iteration 61Q: 3 clusters Score -1316591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1316590.750000 Penalty: 4651.180176
	Iteration 62Q: 3 clusters Score -1316591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1316590.750000 Penalty: 4651.180176
	Iteration 63F: 3 clusters Score -1316591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142265.015625 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140192.828125 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140192.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140472.937500 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140472.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140565.375000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -140565.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140598.109375 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -140598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140617.984375 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -140618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140638.968750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -140639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140648.828125 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -140648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140657.593750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -140657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140665.421875 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -140665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140670.906250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -140670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -140672.859375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -140672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140674.484375 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -140674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140675.640625 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -140675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140677.187500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -140677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140678.265625 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -140678.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140678.265625 Penalty: 3508.341797
	Iteration 15F: 3 clusters Score -140678.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -895192.437500 Penalty: 2209.557373
	Iteration 0F: 2 clusters Score -895192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -889203.000000 Penalty: 4419.114746
	Iteration 0F: 3 clusters Score -889203 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -890995.500000 Penalty: 4419.114746
	Iteration 1F: 3 clusters Score -890995.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -891482.000000 Penalty: 4419.114746
	Iteration 2F: 3 clusters Score -891482 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -891876.875000 Penalty: 4419.114746
	Iteration 3F: 3 clusters Score -891876.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -892221.687500 Penalty: 4419.114746
	Iteration 4F: 3 clusters Score -892221.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -892557.750000 Penalty: 4419.114746
	Iteration 5F: 3 clusters Score -892557.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -892806.812500 Penalty: 4419.114746
	Iteration 6Q: 3 clusters Score -892806.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -892987.437500 Penalty: 4419.114746
	Iteration 7Q: 3 clusters Score -892987.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -893123.187500 Penalty: 4419.114746
	Iteration 8Q: 3 clusters Score -893123.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -893204.437500 Penalty: 4419.114746
	Iteration 9Q: 3 clusters Score -893204.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -893275.312500 Penalty: 4419.114746
	Iteration 10Q: 3 clusters Score -893275.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -893322.875000 Penalty: 4419.114746
	Iteration 11Q: 3 clusters Score -893322.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -893355.375000 Penalty: 4419.114746
	Iteration 12Q: 3 clusters Score -893355.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -893383.937500 Penalty: 4419.114746
	Iteration 13Q: 3 clusters Score -893383.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -893407.375000 Penalty: 4419.114746
	Iteration 14Q: 3 clusters Score -893407.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -893436.937500 Penalty: 4419.114746
	Iteration 15Q: 3 clusters Score -893436.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -893459.875000 Penalty: 4419.114746
	Iteration 16Q: 3 clusters Score -893459.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -893494.562500 Penalty: 4419.114746
	Iteration 17Q: 3 clusters Score -893494.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -893536.625000 Penalty: 4419.114746
	Iteration 18Q: 3 clusters Score -893536.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -893589.625000 Penalty: 4419.114746
	Iteration 19Q: 3 clusters Score -893589.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -893672.437500 Penalty: 4419.114746
	Iteration 20F: 3 clusters Score -893672.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -893782.812500 Penalty: 4419.114746
	Iteration 21Q: 3 clusters Score -893782.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -893914.187500 Penalty: 4419.114746
	Iteration 22Q: 3 clusters Score -893914.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -894047.687500 Penalty: 4419.114746
	Iteration 23Q: 3 clusters Score -894047.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -894174.250000 Penalty: 4419.114746
	Iteration 24Q: 3 clusters Score -894174.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -894273.250000 Penalty: 4419.114746
	Iteration 25Q: 3 clusters Score -894273.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -894372.812500 Penalty: 4419.114746
	Iteration 26Q: 3 clusters Score -894372.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -894446.562500 Penalty: 4419.114746
	Iteration 27Q: 3 clusters Score -894446.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -894497.812500 Penalty: 4419.114746
	Iteration 28Q: 3 clusters Score -894497.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -894537.687500 Penalty: 4419.114746
	Iteration 29Q: 3 clusters Score -894537.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -894571.125000 Penalty: 4419.114746
	Iteration 30Q: 3 clusters Score -894571.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -894603.437500 Penalty: 4419.114746
	Iteration 31Q: 3 clusters Score -894603.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -894630.250000 Penalty: 4419.114746
	Iteration 32Q: 3 clusters Score -894630.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -894654.687500 Penalty: 4419.114746
	Iteration 33Q: 3 clusters Score -894654.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -894672.375000 Penalty: 4419.114746
	Iteration 34Q: 3 clusters Score -894672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -894687.062500 Penalty: 4419.114746
	Iteration 35Q: 3 clusters Score -894687.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -894695.875000 Penalty: 4419.114746
	Iteration 36Q: 3 clusters Score -894695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -894702.187500 Penalty: 4419.114746
	Iteration 37Q: 3 clusters Score -894702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -894704.437500 Penalty: 4419.114746
	Iteration 38Q: 3 clusters Score -894704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -894702.937500 Penalty: 4419.114746
	Iteration 39Q: 3 clusters Score -894702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -894704.187500 Penalty: 4419.114746
	Iteration 40F: 3 clusters Score -894704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -894702.437500 Penalty: 4419.114746
	Iteration 41Q: 3 clusters Score -894702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -894705.625000 Penalty: 4419.114746
	Iteration 42Q: 3 clusters Score -894705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -894704.562500 Penalty: 4419.114746
	Iteration 43Q: 3 clusters Score -894704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -894707.750000 Penalty: 4419.114746
	Iteration 44Q: 3 clusters Score -894707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -894707.562500 Penalty: 4419.114746
	Iteration 45Q: 3 clusters Score -894707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -894707.875000 Penalty: 4419.114746
	Iteration 46Q: 3 clusters Score -894707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -894707.875000 Penalty: 4419.114746
	Iteration 47F: 3 clusters Score -894707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -953144.125000 Penalty: 2251.247070
	Iteration 0F: 2 clusters Score -953144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -946351.375000 Penalty: 4502.494141
	Iteration 0F: 3 clusters Score -946351.4 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -948719.187500 Penalty: 4502.494141
	Iteration 1F: 3 clusters Score -948719.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -949769.812500 Penalty: 4502.494141
	Iteration 2F: 3 clusters Score -949769.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -950807.000000 Penalty: 4502.494141
	Iteration 3F: 3 clusters Score -950807 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -951525.937500 Penalty: 4502.494141
	Iteration 4F: 3 clusters Score -951525.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -951921.812500 Penalty: 4502.494141
	Iteration 5F: 3 clusters Score -951921.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -952126.437500 Penalty: 4502.494141
	Iteration 6Q: 3 clusters Score -952126.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -952293.812500 Penalty: 4502.494141
	Iteration 7Q: 3 clusters Score -952293.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -952412.750000 Penalty: 4502.494141
	Iteration 8Q: 3 clusters Score -952412.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -952499.875000 Penalty: 4502.494141
	Iteration 9Q: 3 clusters Score -952499.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -952606.187500 Penalty: 4502.494141
	Iteration 10Q: 3 clusters Score -952606.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -952691.625000 Penalty: 4502.494141
	Iteration 11Q: 3 clusters Score -952691.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -952777.187500 Penalty: 4502.494141
	Iteration 12Q: 3 clusters Score -952777.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -952846.875000 Penalty: 4502.494141
	Iteration 13Q: 3 clusters Score -952846.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -952903.937500 Penalty: 4502.494141
	Iteration 14Q: 3 clusters Score -952903.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -952943.000000 Penalty: 4502.494141
	Iteration 15Q: 3 clusters Score -952943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -952972.687500 Penalty: 4502.494141
	Iteration 16Q: 3 clusters Score -952972.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -953001.187500 Penalty: 4502.494141
	Iteration 17Q: 3 clusters Score -953001.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -953033.812500 Penalty: 4502.494141
	Iteration 18Q: 3 clusters Score -953033.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -953067.125000 Penalty: 4502.494141
	Iteration 19Q: 3 clusters Score -953067.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -953109.125000 Penalty: 4502.494141
	Iteration 20F: 3 clusters Score -953109.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -953142.687500 Penalty: 4502.494141
	Iteration 21Q: 3 clusters Score -953142.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -953185.437500 Penalty: 4502.494141
	Iteration 22Q: 3 clusters Score -953185.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -953236.500000 Penalty: 4502.494141
	Iteration 23Q: 3 clusters Score -953236.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -953287.437500 Penalty: 4502.494141
	Iteration 24Q: 3 clusters Score -953287.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -953319.625000 Penalty: 4502.494141
	Iteration 25Q: 3 clusters Score -953319.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -953343.437500 Penalty: 4502.494141
	Iteration 26Q: 3 clusters Score -953343.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -953352.062500 Penalty: 4502.494141
	Iteration 27Q: 3 clusters Score -953352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -953357.687500 Penalty: 4502.494141
	Iteration 28Q: 3 clusters Score -953357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -953361.812500 Penalty: 4502.494141
	Iteration 29Q: 3 clusters Score -953361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -953366.750000 Penalty: 4502.494141
	Iteration 30Q: 3 clusters Score -953366.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -953373.562500 Penalty: 4502.494141
	Iteration 31Q: 3 clusters Score -953373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -953378.750000 Penalty: 4502.494141
	Iteration 32Q: 3 clusters Score -953378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -953384.625000 Penalty: 4502.494141
	Iteration 33Q: 3 clusters Score -953384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -953384.500000 Penalty: 4502.494141
	Iteration 34Q: 3 clusters Score -953384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -953390.187500 Penalty: 4502.494141
	Iteration 35Q: 3 clusters Score -953390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -953392.625000 Penalty: 4502.494141
	Iteration 36Q: 3 clusters Score -953392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -953396.000000 Penalty: 4502.494141
	Iteration 37Q: 3 clusters Score -953396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -953401.000000 Penalty: 4502.494141
	Iteration 38Q: 3 clusters Score -953401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -953402.750000 Penalty: 4502.494141
	Iteration 39Q: 3 clusters Score -953402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -953406.062500 Penalty: 4502.494141
	Iteration 40F: 3 clusters Score -953406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -953406.875000 Penalty: 4502.494141
	Iteration 41Q: 3 clusters Score -953406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -953406.000000 Penalty: 4502.494141
	Iteration 42Q: 3 clusters Score -953406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -953405.125000 Penalty: 4502.494141
	Iteration 43Q: 3 clusters Score -953405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -953405.250000 Penalty: 4502.494141
	Iteration 44Q: 3 clusters Score -953405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -953405.250000 Penalty: 4502.494141
	Iteration 45F: 3 clusters Score -953405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239683 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29981 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 7318 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Mstep: Class 74 contains 1439 members 
Entering Unmasked Estep 
Score: -134505328.000000 Penalty: 255510.078125
Splitting cluster 40 changes total score from -134506160.000000 to -134505328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -326942.656250 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -326942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323924.875000 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -323924.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -324482.812500 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -324482.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -324638.468750 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -324638.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -324724.875000 Penalty: 3912.800049
	Iteration 3Q: 3 clusters Score -324724.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324788.593750 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -324788.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -324830.937500 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -324830.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324862.625000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -324862.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -324891.875000 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -324891.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -324929.531250 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -324929.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -324959.250000 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -324959.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -324985.000000 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -324985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -325020.843750 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -325020.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -325069.875000 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -325069.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -325120.687500 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -325120.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -325160.718750 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -325160.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -325201.375000 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -325201.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -325235.781250 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -325235.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -325272.812500 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -325272.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -325303.000000 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -325303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -325330.281250 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -325330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -325349.968750 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -325350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -325365.093750 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -325365.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -325380.250000 Penalty: 3912.800049
	Iteration 22Q: 3 clusters Score -325380.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -325390.406250 Penalty: 3912.800049
	Iteration 23Q: 3 clusters Score -325390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -325400.937500 Penalty: 3912.800049
	Iteration 24Q: 3 clusters Score -325400.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -325412.687500 Penalty: 3912.800049
	Iteration 25Q: 3 clusters Score -325412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -325419.656250 Penalty: 3912.800049
	Iteration 26Q: 3 clusters Score -325419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -325423.468750 Penalty: 3912.800049
	Iteration 27Q: 3 clusters Score -325423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -325425.875000 Penalty: 3912.800049
	Iteration 28Q: 3 clusters Score -325425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -325426.625000 Penalty: 3912.800049
	Iteration 29Q: 3 clusters Score -325426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -325429.031250 Penalty: 3912.800049
	Iteration 30Q: 3 clusters Score -325429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -325429.812500 Penalty: 3912.800049
	Iteration 31Q: 3 clusters Score -325429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -325432.000000 Penalty: 3912.800049
	Iteration 32Q: 3 clusters Score -325432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -325432.000000 Penalty: 3912.800049
	Iteration 33F: 3 clusters Score -325432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1251928.625000 Penalty: 2217.730225
	Iteration 0F: 2 clusters Score -1251929 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 3792 members 
Entering Unmasked Estep 
Score: -1245759.875000 Penalty: 4435.460449
	Iteration 0F: 3 clusters Score -1245760 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1247680.500000 Penalty: 4435.460449
	Iteration 1F: 3 clusters Score -1247680 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1248313.125000 Penalty: 4435.460449
	Iteration 2F: 3 clusters Score -1248313 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1248892.625000 Penalty: 4435.460449
	Iteration 3F: 3 clusters Score -1248893 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1249421.375000 Penalty: 4435.460449
	Iteration 4F: 3 clusters Score -1249421 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1249892.125000 Penalty: 4435.460449
	Iteration 5F: 3 clusters Score -1249892 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1250289.375000 Penalty: 4435.460449
	Iteration 6F: 3 clusters Score -1250289 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1250611.875000 Penalty: 4435.460449
	Iteration 7Q: 3 clusters Score -1250612 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1250814.125000 Penalty: 4435.460449
	Iteration 8Q: 3 clusters Score -1250814 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1250969.875000 Penalty: 4435.460449
	Iteration 9Q: 3 clusters Score -1250970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1251050.250000 Penalty: 4435.460449
	Iteration 10Q: 3 clusters Score -1251050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1251115.750000 Penalty: 4435.460449
	Iteration 11Q: 3 clusters Score -1251116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1251175.250000 Penalty: 4435.460449
	Iteration 12Q: 3 clusters Score -1251175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1251215.750000 Penalty: 4435.460449
	Iteration 13Q: 3 clusters Score -1251216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1251260.000000 Penalty: 4435.460449
	Iteration 14Q: 3 clusters Score -1251260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1251291.000000 Penalty: 4435.460449
	Iteration 15Q: 3 clusters Score -1251291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1251315.000000 Penalty: 4435.460449
	Iteration 16Q: 3 clusters Score -1251315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1251331.500000 Penalty: 4435.460449
	Iteration 17Q: 3 clusters Score -1251332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1251339.375000 Penalty: 4435.460449
	Iteration 18Q: 3 clusters Score -1251339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1251349.500000 Penalty: 4435.460449
	Iteration 19Q: 3 clusters Score -1251350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1251357.500000 Penalty: 4435.460449
	Iteration 20F: 3 clusters Score -1251358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1251363.250000 Penalty: 4435.460449
	Iteration 21Q: 3 clusters Score -1251363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1251373.625000 Penalty: 4435.460449
	Iteration 22Q: 3 clusters Score -1251374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1251381.750000 Penalty: 4435.460449
	Iteration 23Q: 3 clusters Score -1251382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1251389.000000 Penalty: 4435.460449
	Iteration 24Q: 3 clusters Score -1251389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1251409.250000 Penalty: 4435.460449
	Iteration 25Q: 3 clusters Score -1251409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1251431.250000 Penalty: 4435.460449
	Iteration 26Q: 3 clusters Score -1251431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1251441.625000 Penalty: 4435.460449
	Iteration 27Q: 3 clusters Score -1251442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1251452.125000 Penalty: 4435.460449
	Iteration 28Q: 3 clusters Score -1251452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1251474.625000 Penalty: 4435.460449
	Iteration 29Q: 3 clusters Score -1251475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1251499.375000 Penalty: 4435.460449
	Iteration 30Q: 3 clusters Score -1251499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1251520.125000 Penalty: 4435.460449
	Iteration 31Q: 3 clusters Score -1251520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1251545.000000 Penalty: 4435.460449
	Iteration 32Q: 3 clusters Score -1251545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1251592.000000 Penalty: 4435.460449
	Iteration 33Q: 3 clusters Score -1251592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1251642.375000 Penalty: 4435.460449
	Iteration 34Q: 3 clusters Score -1251642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1251674.625000 Penalty: 4435.460449
	Iteration 35Q: 3 clusters Score -1251675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1251694.500000 Penalty: 4435.460449
	Iteration 36Q: 3 clusters Score -1251694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1251707.375000 Penalty: 4435.460449
	Iteration 37Q: 3 clusters Score -1251707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1251710.625000 Penalty: 4435.460449
	Iteration 38Q: 3 clusters Score -1251711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1251712.875000 Penalty: 4435.460449
	Iteration 39Q: 3 clusters Score -1251713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1251714.250000 Penalty: 4435.460449
	Iteration 40F: 3 clusters Score -1251714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1251713.750000 Penalty: 4435.460449
	Iteration 41Q: 3 clusters Score -1251714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1251714.875000 Penalty: 4435.460449
	Iteration 42Q: 3 clusters Score -1251715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1251716.250000 Penalty: 4435.460449
	Iteration 43Q: 3 clusters Score -1251716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1251716.500000 Penalty: 4435.460449
	Iteration 44Q: 3 clusters Score -1251716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1251716.500000 Penalty: 4435.460449
	Iteration 45F: 3 clusters Score -1251716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Entering Unmasked Estep 
Score: -1436283.750000 Penalty: 2320.394531
	Iteration 0F: 2 clusters Score -1436284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1427623.375000 Penalty: 4640.789062
	Iteration 0F: 3 clusters Score -1427623 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1430372.875000 Penalty: 4640.789062
	Iteration 1F: 3 clusters Score -1430373 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1430964.250000 Penalty: 4640.789062
	Iteration 2F: 3 clusters Score -1430964 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1431650.375000 Penalty: 4640.789062
	Iteration 3F: 3 clusters Score -1431650 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1432306.375000 Penalty: 4640.789062
	Iteration 4F: 3 clusters Score -1432306 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1432969.875000 Penalty: 4640.789062
	Iteration 5F: 3 clusters Score -1432970 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1433561.250000 Penalty: 4640.789062
	Iteration 6F: 3 clusters Score -1433561 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1434169.000000 Penalty: 4640.789062
	Iteration 7F: 3 clusters Score -1434169 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1434777.750000 Penalty: 4640.789062
	Iteration 8F: 3 clusters Score -1434778 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1435270.125000 Penalty: 4640.789062
	Iteration 9Q: 3 clusters Score -1435270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1435518.500000 Penalty: 4640.789062
	Iteration 10Q: 3 clusters Score -1435518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1435637.875000 Penalty: 4640.789062
	Iteration 11Q: 3 clusters Score -1435638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1435680.875000 Penalty: 4640.789062
	Iteration 12Q: 3 clusters Score -1435681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1435704.250000 Penalty: 4640.789062
	Iteration 13Q: 3 clusters Score -1435704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1435714.500000 Penalty: 4640.789062
	Iteration 14Q: 3 clusters Score -1435714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1435718.625000 Penalty: 4640.789062
	Iteration 15Q: 3 clusters Score -1435719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1435725.750000 Penalty: 4640.789062
	Iteration 16Q: 3 clusters Score -1435726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1435728.000000 Penalty: 4640.789062
	Iteration 17Q: 3 clusters Score -1435728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1435730.875000 Penalty: 4640.789062
	Iteration 18Q: 3 clusters Score -1435731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1435731.750000 Penalty: 4640.789062
	Iteration 19Q: 3 clusters Score -1435732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1435735.875000 Penalty: 4640.789062
	Iteration 20F: 3 clusters Score -1435736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1435734.125000 Penalty: 4640.789062
	Iteration 21Q: 3 clusters Score -1435734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1435735.000000 Penalty: 4640.789062
	Iteration 22Q: 3 clusters Score -1435735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1435737.875000 Penalty: 4640.789062
	Iteration 23Q: 3 clusters Score -1435738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1435739.625000 Penalty: 4640.789062
	Iteration 24Q: 3 clusters Score -1435740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1435736.125000 Penalty: 4640.789062
	Iteration 25Q: 3 clusters Score -1435736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1435736.125000 Penalty: 4640.789062
	Iteration 26F: 3 clusters Score -1435736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -178259.671875 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -178259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175987.578125 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -175987.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -176367.671875 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -176367.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -176449.906250 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -176449.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -176495.187500 Penalty: 3631.309570
	Iteration 3Q: 3 clusters Score -176495.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176536.656250 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -176536.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176580.187500 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -176580.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -176614.921875 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -176614.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176646.109375 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -176646.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -176686.140625 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -176686.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176721.296875 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -176721.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176750.796875 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -176750.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176800.796875 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -176800.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176843.031250 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -176843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -176875.265625 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -176875.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176916.171875 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -176916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -176945.203125 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -176945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176976.687500 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -176976.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -177009.468750 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -177009.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -177038.546875 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -177038.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177063.296875 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -177063.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -177077.796875 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -177077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -177095.281250 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -177095.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177115.093750 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -177115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177123.703125 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -177123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177129.640625 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -177129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -177137.328125 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -177137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -177143.890625 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -177143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -177152.171875 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -177152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177158.593750 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -177158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177162.625000 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -177162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177165.609375 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -177165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -177168.203125 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -177168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177173.906250 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -177173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177181.750000 Penalty: 3631.309570
	Iteration 33Q: 3 clusters Score -177181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -177190.937500 Penalty: 3631.309570
	Iteration 34Q: 3 clusters Score -177190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177196.312500 Penalty: 3631.309570
	Iteration 35Q: 3 clusters Score -177196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -177198.562500 Penalty: 3631.309570
	Iteration 36Q: 3 clusters Score -177198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -177202.343750 Penalty: 3631.309570
	Iteration 37Q: 3 clusters Score -177202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -177206.140625 Penalty: 3631.309570
	Iteration 38Q: 3 clusters Score -177206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177208.187500 Penalty: 3631.309570
	Iteration 39Q: 3 clusters Score -177208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -177212.203125 Penalty: 3631.309570
	Iteration 40F: 3 clusters Score -177212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -177214.796875 Penalty: 3631.309570
	Iteration 41Q: 3 clusters Score -177214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -177215.500000 Penalty: 3631.309570
	Iteration 42Q: 3 clusters Score -177215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -177215.500000 Penalty: 3631.309570
	Iteration 43F: 3 clusters Score -177215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Entering Unmasked Estep 
Score: -1592917.500000 Penalty: 2350.885010
	Iteration 0F: 2 clusters Score -1592918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1583344.625000 Penalty: 4701.770020
	Iteration 0F: 3 clusters Score -1583345 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1586255.250000 Penalty: 4701.770020
	Iteration 1F: 3 clusters Score -1586255 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1586675.750000 Penalty: 4701.770020
	Iteration 2F: 3 clusters Score -1586676 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1586989.250000 Penalty: 4701.770020
	Iteration 3F: 3 clusters Score -1586989 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1587255.125000 Penalty: 4701.770020
	Iteration 4Q: 3 clusters Score -1587255 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1587512.500000 Penalty: 4701.770020
	Iteration 5Q: 3 clusters Score -1587512 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1587784.625000 Penalty: 4701.770020
	Iteration 6Q: 3 clusters Score -1587785 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1588106.125000 Penalty: 4701.770020
	Iteration 7Q: 3 clusters Score -1588106 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1588506.750000 Penalty: 4701.770020
	Iteration 8Q: 3 clusters Score -1588507 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1588878.125000 Penalty: 4701.770020
	Iteration 9Q: 3 clusters Score -1588878 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1589164.125000 Penalty: 4701.770020
	Iteration 10Q: 3 clusters Score -1589164 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1589441.000000 Penalty: 4701.770020
	Iteration 11Q: 3 clusters Score -1589441 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1589701.500000 Penalty: 4701.770020
	Iteration 12Q: 3 clusters Score -1589702 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1589924.625000 Penalty: 4701.770020
	Iteration 13Q: 3 clusters Score -1589925 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1590116.375000 Penalty: 4701.770020
	Iteration 14Q: 3 clusters Score -1590116 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1590260.250000 Penalty: 4701.770020
	Iteration 15Q: 3 clusters Score -1590260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1590384.625000 Penalty: 4701.770020
	Iteration 16Q: 3 clusters Score -1590385 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1590493.000000 Penalty: 4701.770020
	Iteration 17Q: 3 clusters Score -1590493 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1590577.625000 Penalty: 4701.770020
	Iteration 18Q: 3 clusters Score -1590578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1590655.500000 Penalty: 4701.770020
	Iteration 19Q: 3 clusters Score -1590656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1590715.375000 Penalty: 4701.770020
	Iteration 20F: 3 clusters Score -1590715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1590771.000000 Penalty: 4701.770020
	Iteration 21Q: 3 clusters Score -1590771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1590819.875000 Penalty: 4701.770020
	Iteration 22Q: 3 clusters Score -1590820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1590864.375000 Penalty: 4701.770020
	Iteration 23Q: 3 clusters Score -1590864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1590902.125000 Penalty: 4701.770020
	Iteration 24Q: 3 clusters Score -1590902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1590923.250000 Penalty: 4701.770020
	Iteration 25Q: 3 clusters Score -1590923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1590943.500000 Penalty: 4701.770020
	Iteration 26Q: 3 clusters Score -1590944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1590958.500000 Penalty: 4701.770020
	Iteration 27Q: 3 clusters Score -1590958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1590976.750000 Penalty: 4701.770020
	Iteration 28Q: 3 clusters Score -1590977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1590990.250000 Penalty: 4701.770020
	Iteration 29Q: 3 clusters Score -1590990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1591006.000000 Penalty: 4701.770020
	Iteration 30Q: 3 clusters Score -1591006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1591018.625000 Penalty: 4701.770020
	Iteration 31Q: 3 clusters Score -1591019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1591031.500000 Penalty: 4701.770020
	Iteration 32Q: 3 clusters Score -1591032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1591047.250000 Penalty: 4701.770020
	Iteration 33Q: 3 clusters Score -1591047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1591071.125000 Penalty: 4701.770020
	Iteration 34Q: 3 clusters Score -1591071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1591081.875000 Penalty: 4701.770020
	Iteration 35Q: 3 clusters Score -1591082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1591095.125000 Penalty: 4701.770020
	Iteration 36Q: 3 clusters Score -1591095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1591112.625000 Penalty: 4701.770020
	Iteration 37Q: 3 clusters Score -1591113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1591127.125000 Penalty: 4701.770020
	Iteration 38Q: 3 clusters Score -1591127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1591134.000000 Penalty: 4701.770020
	Iteration 39Q: 3 clusters Score -1591134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1591139.625000 Penalty: 4701.770020
	Iteration 40F: 3 clusters Score -1591140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1591142.750000 Penalty: 4701.770020
	Iteration 41Q: 3 clusters Score -1591143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1591145.250000 Penalty: 4701.770020
	Iteration 42Q: 3 clusters Score -1591145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1591150.750000 Penalty: 4701.770020
	Iteration 43Q: 3 clusters Score -1591151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1591154.875000 Penalty: 4701.770020
	Iteration 44Q: 3 clusters Score -1591155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1591157.750000 Penalty: 4701.770020
	Iteration 45Q: 3 clusters Score -1591158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1591158.500000 Penalty: 4701.770020
	Iteration 46Q: 3 clusters Score -1591158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1591157.750000 Penalty: 4701.770020
	Iteration 47Q: 3 clusters Score -1591158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1591157.375000 Penalty: 4701.770020
	Iteration 48Q: 3 clusters Score -1591157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1591160.125000 Penalty: 4701.770020
	Iteration 49Q: 3 clusters Score -1591160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1591161.000000 Penalty: 4701.770020
	Iteration 50Q: 3 clusters Score -1591161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1591163.375000 Penalty: 4701.770020
	Iteration 51Q: 3 clusters Score -1591163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1591163.375000 Penalty: 4701.770020
	Iteration 52F: 3 clusters Score -1591163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Entering Unmasked Estep 
Score: -1544868.250000 Penalty: 2336.349121
	Iteration 0F: 2 clusters Score -1544868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1535613.250000 Penalty: 4672.698242
	Iteration 0F: 3 clusters Score -1535613 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1538499.875000 Penalty: 4672.698242
	Iteration 1F: 3 clusters Score -1538500 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1538866.250000 Penalty: 4672.698242
	Iteration 2F: 3 clusters Score -1538866 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1539154.500000 Penalty: 4672.698242
	Iteration 3F: 3 clusters Score -1539154 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1539415.125000 Penalty: 4672.698242
	Iteration 4Q: 3 clusters Score -1539415 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1539708.500000 Penalty: 4672.698242
	Iteration 5Q: 3 clusters Score -1539708 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1540066.750000 Penalty: 4672.698242
	Iteration 6Q: 3 clusters Score -1540067 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1540470.250000 Penalty: 4672.698242
	Iteration 7F: 3 clusters Score -1540470 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1540914.000000 Penalty: 4672.698242
	Iteration 8F: 3 clusters Score -1540914 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1541334.875000 Penalty: 4672.698242
	Iteration 9F: 3 clusters Score -1541335 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1541673.750000 Penalty: 4672.698242
	Iteration 10Q: 3 clusters Score -1541674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1541934.000000 Penalty: 4672.698242
	Iteration 11Q: 3 clusters Score -1541934 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1542130.625000 Penalty: 4672.698242
	Iteration 12Q: 3 clusters Score -1542131 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1542308.625000 Penalty: 4672.698242
	Iteration 13Q: 3 clusters Score -1542309 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1542416.750000 Penalty: 4672.698242
	Iteration 14Q: 3 clusters Score -1542417 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1542488.750000 Penalty: 4672.698242
	Iteration 15Q: 3 clusters Score -1542489 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1542549.250000 Penalty: 4672.698242
	Iteration 16Q: 3 clusters Score -1542549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1542594.875000 Penalty: 4672.698242
	Iteration 17Q: 3 clusters Score -1542595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1542625.625000 Penalty: 4672.698242
	Iteration 18Q: 3 clusters Score -1542626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1542656.125000 Penalty: 4672.698242
	Iteration 19Q: 3 clusters Score -1542656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1542677.000000 Penalty: 4672.698242
	Iteration 20F: 3 clusters Score -1542677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1542691.875000 Penalty: 4672.698242
	Iteration 21Q: 3 clusters Score -1542692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1542704.000000 Penalty: 4672.698242
	Iteration 22Q: 3 clusters Score -1542704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1542721.125000 Penalty: 4672.698242
	Iteration 23Q: 3 clusters Score -1542721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1542725.875000 Penalty: 4672.698242
	Iteration 24Q: 3 clusters Score -1542726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1542729.375000 Penalty: 4672.698242
	Iteration 25Q: 3 clusters Score -1542729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1542740.500000 Penalty: 4672.698242
	Iteration 26Q: 3 clusters Score -1542740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1542742.125000 Penalty: 4672.698242
	Iteration 27Q: 3 clusters Score -1542742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1542748.750000 Penalty: 4672.698242
	Iteration 28Q: 3 clusters Score -1542749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1542752.000000 Penalty: 4672.698242
	Iteration 29Q: 3 clusters Score -1542752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1542752.750000 Penalty: 4672.698242
	Iteration 30Q: 3 clusters Score -1542753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1542759.375000 Penalty: 4672.698242
	Iteration 31Q: 3 clusters Score -1542759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1542762.125000 Penalty: 4672.698242
	Iteration 32Q: 3 clusters Score -1542762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1542765.000000 Penalty: 4672.698242
	Iteration 33Q: 3 clusters Score -1542765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1542766.500000 Penalty: 4672.698242
	Iteration 34Q: 3 clusters Score -1542766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1542764.875000 Penalty: 4672.698242
	Iteration 35Q: 3 clusters Score -1542765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1542764.250000 Penalty: 4672.698242
	Iteration 36Q: 3 clusters Score -1542764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1542765.125000 Penalty: 4672.698242
	Iteration 37Q: 3 clusters Score -1542765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1542765.125000 Penalty: 4672.698242
	Iteration 38F: 3 clusters Score -1542765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -528839.812500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -528839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -524738.625000 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -524738.6 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -525731.312500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -525731.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -525964.812500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -525964.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -526129.625000 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -526129.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -526261.875000 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -526261.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -526386.125000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -526386.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -526512.562500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -526512.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -526644.312500 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -526644.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -526756.312500 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -526756.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -526837.937500 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -526837.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -526911.187500 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -526911.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -526984.500000 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -526984.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -527030.000000 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -527030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -527074.125000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -527074.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -527121.125000 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -527121.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -527159.125000 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -527159.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -527195.125000 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -527195.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -527243.750000 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -527243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -527301.500000 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -527301.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -527375.500000 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -527375.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -527458.812500 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -527458.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -527550.687500 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -527550.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -527648.562500 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -527648.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -527760.250000 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -527760.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -527849.062500 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -527849.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -527931.937500 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -527931.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -527976.187500 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -527976.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -528011.062500 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -528011.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -528028.625000 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -528028.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -528034.937500 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -528034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -528038.125000 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -528038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -528042.937500 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -528042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -528043.937500 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -528043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -528044.812500 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -528044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -528045.812500 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -528045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -528048.875000 Penalty: 4156.706543
	Iteration 35F: 3 clusters Score -528048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528050.250000 Penalty: 4156.706543
	Iteration 36Q: 3 clusters Score -528050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528049.937500 Penalty: 4156.706543
	Iteration 37Q: 3 clusters Score -528049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -528051.500000 Penalty: 4156.706543
	Iteration 38Q: 3 clusters Score -528051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528053.125000 Penalty: 4156.706543
	Iteration 39Q: 3 clusters Score -528053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -528052.875000 Penalty: 4156.706543
	Iteration 40F: 3 clusters Score -528052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -528053.937500 Penalty: 4156.706543
	Iteration 41Q: 3 clusters Score -528053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -528054.375000 Penalty: 4156.706543
	Iteration 42Q: 3 clusters Score -528054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -528054.125000 Penalty: 4156.706543
	Iteration 43Q: 3 clusters Score -528054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -528054.125000 Penalty: 4156.706543
	Iteration 44F: 3 clusters Score -528054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -679699.500000 Penalty: 2135.810547
	Iteration 0F: 2 clusters Score -679699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -674904.062500 Penalty: 4271.621094
	Iteration 0F: 3 clusters Score -674904.1 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -676080.000000 Penalty: 4271.621094
	Iteration 1F: 3 clusters Score -676080 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -676355.562500 Penalty: 4271.621094
	Iteration 2F: 3 clusters Score -676355.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -676541.187500 Penalty: 4271.621094
	Iteration 3F: 3 clusters Score -676541.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -676694.187500 Penalty: 4271.621094
	Iteration 4Q: 3 clusters Score -676694.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -676843.812500 Penalty: 4271.621094
	Iteration 5Q: 3 clusters Score -676843.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -676988.875000 Penalty: 4271.621094
	Iteration 6Q: 3 clusters Score -676988.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -677115.937500 Penalty: 4271.621094
	Iteration 7Q: 3 clusters Score -677115.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -677237.375000 Penalty: 4271.621094
	Iteration 8Q: 3 clusters Score -677237.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -677355.250000 Penalty: 4271.621094
	Iteration 9Q: 3 clusters Score -677355.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -677509.062500 Penalty: 4271.621094
	Iteration 10Q: 3 clusters Score -677509.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -677636.562500 Penalty: 4271.621094
	Iteration 11Q: 3 clusters Score -677636.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -677738.812500 Penalty: 4271.621094
	Iteration 12Q: 3 clusters Score -677738.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -677833.187500 Penalty: 4271.621094
	Iteration 13Q: 3 clusters Score -677833.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -677924.437500 Penalty: 4271.621094
	Iteration 14Q: 3 clusters Score -677924.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -678007.375000 Penalty: 4271.621094
	Iteration 15Q: 3 clusters Score -678007.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -678068.312500 Penalty: 4271.621094
	Iteration 16Q: 3 clusters Score -678068.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -678116.437500 Penalty: 4271.621094
	Iteration 17Q: 3 clusters Score -678116.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -678149.000000 Penalty: 4271.621094
	Iteration 18Q: 3 clusters Score -678149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -678170.937500 Penalty: 4271.621094
	Iteration 19Q: 3 clusters Score -678170.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -678189.812500 Penalty: 4271.621094
	Iteration 20F: 3 clusters Score -678189.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -678209.375000 Penalty: 4271.621094
	Iteration 21Q: 3 clusters Score -678209.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -678229.437500 Penalty: 4271.621094
	Iteration 22Q: 3 clusters Score -678229.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -678244.750000 Penalty: 4271.621094
	Iteration 23Q: 3 clusters Score -678244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -678268.187500 Penalty: 4271.621094
	Iteration 24Q: 3 clusters Score -678268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -678281.250000 Penalty: 4271.621094
	Iteration 25Q: 3 clusters Score -678281.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -678303.000000 Penalty: 4271.621094
	Iteration 26Q: 3 clusters Score -678303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -678318.625000 Penalty: 4271.621094
	Iteration 27Q: 3 clusters Score -678318.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -678333.000000 Penalty: 4271.621094
	Iteration 28Q: 3 clusters Score -678333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -678344.875000 Penalty: 4271.621094
	Iteration 29Q: 3 clusters Score -678344.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -678356.437500 Penalty: 4271.621094
	Iteration 30Q: 3 clusters Score -678356.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -678364.500000 Penalty: 4271.621094
	Iteration 31Q: 3 clusters Score -678364.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -678371.437500 Penalty: 4271.621094
	Iteration 32Q: 3 clusters Score -678371.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -678385.812500 Penalty: 4271.621094
	Iteration 33Q: 3 clusters Score -678385.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -678393.312500 Penalty: 4271.621094
	Iteration 34Q: 3 clusters Score -678393.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -678401.125000 Penalty: 4271.621094
	Iteration 35Q: 3 clusters Score -678401.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -678406.625000 Penalty: 4271.621094
	Iteration 36Q: 3 clusters Score -678406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -678415.812500 Penalty: 4271.621094
	Iteration 37Q: 3 clusters Score -678415.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -678423.625000 Penalty: 4271.621094
	Iteration 38Q: 3 clusters Score -678423.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -678432.312500 Penalty: 4271.621094
	Iteration 39Q: 3 clusters Score -678432.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -678440.625000 Penalty: 4271.621094
	Iteration 40F: 3 clusters Score -678440.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -678443.937500 Penalty: 4271.621094
	Iteration 41Q: 3 clusters Score -678443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -678446.375000 Penalty: 4271.621094
	Iteration 42Q: 3 clusters Score -678446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -678449.937500 Penalty: 4271.621094
	Iteration 43Q: 3 clusters Score -678449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -678453.062500 Penalty: 4271.621094
	Iteration 44Q: 3 clusters Score -678453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -678456.500000 Penalty: 4271.621094
	Iteration 45Q: 3 clusters Score -678456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -678459.687500 Penalty: 4271.621094
	Iteration 46Q: 3 clusters Score -678459.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -678460.125000 Penalty: 4271.621094
	Iteration 47Q: 3 clusters Score -678460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -678464.937500 Penalty: 4271.621094
	Iteration 48Q: 3 clusters Score -678464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -678470.437500 Penalty: 4271.621094
	Iteration 49Q: 3 clusters Score -678470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -678472.812500 Penalty: 4271.621094
	Iteration 50Q: 3 clusters Score -678472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -678474.500000 Penalty: 4271.621094
	Iteration 51Q: 3 clusters Score -678474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -678479.062500 Penalty: 4271.621094
	Iteration 52Q: 3 clusters Score -678479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -678481.812500 Penalty: 4271.621094
	Iteration 53Q: 3 clusters Score -678481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -678480.750000 Penalty: 4271.621094
	Iteration 54Q: 3 clusters Score -678480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -678480.750000 Penalty: 4271.621094
	Iteration 55F: 3 clusters Score -678480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -638438.312500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -638438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -633796.625000 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -633796.6 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -634912.125000 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -634912.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -635201.312500 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -635201.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -635413.437500 Penalty: 4246.929688
	Iteration 3F: 3 clusters Score -635413.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -635593.437500 Penalty: 4246.929688
	Iteration 4Q: 3 clusters Score -635593.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -635771.937500 Penalty: 4246.929688
	Iteration 5Q: 3 clusters Score -635771.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -635969.250000 Penalty: 4246.929688
	Iteration 6Q: 3 clusters Score -635969.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -636213.250000 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -636213.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -636465.125000 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -636465.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -636790.250000 Penalty: 4246.929688
	Iteration 9F: 3 clusters Score -636790.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -637131.500000 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -637131.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -637540.250000 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -637540.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -638071.312500 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -638071.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -638508.875000 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -638508.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -638714.500000 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -638714.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -638763.500000 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -638763.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -638778.187500 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -638778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -638781.937500 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -638781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -638781.812500 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -638781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -638782.687500 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -638782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -638782.187500 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -638782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -638784.000000 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -638784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -638784.000000 Penalty: 4246.929688
	Iteration 22F: 3 clusters Score -638784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239683 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29981 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 3280 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Mstep: Class 74 contains 1951 members 
Entering Unmasked Estep 
Score: -134505264.000000 Penalty: 255510.078125
Splitting cluster 49 changes total score from -134506160.000000 to -134505264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -47029.269531 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -47029.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45714.027344 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -45714.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46091.535156 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -46091.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46264.640625 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -46264.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46358.375000 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -46358.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46441.324219 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -46441.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46472.519531 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -46472.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46484.738281 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -46484.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46520.750000 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -46520.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46536.460938 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -46536.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46542.292969 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -46542.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46544.050781 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -46544.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46545.546875 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -46545.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46547.703125 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -46547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46559.835938 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -46559.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46561.007812 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -46561.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46561.007812 Penalty: 3076.457764
	Iteration 15F: 3 clusters Score -46561.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -247726.140625 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -247726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -245449.593750 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -245449.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -245930.687500 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -245930.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -246191.546875 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -246191.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -246408.656250 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -246408.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -246564.125000 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -246564.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -246657.125000 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -246657.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -246707.281250 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -246707.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -246782.406250 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -246782.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -246889.234375 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -246889.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -246972.890625 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -246972.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -247128.218750 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -247128.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247303.593750 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -247303.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -247471.015625 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -247471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -247621.828125 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -247621.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -247696.031250 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -247696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -247726.375000 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -247726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -247745.375000 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -247745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -247753.531250 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -247753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -247756.234375 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -247756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -247756.234375 Penalty: 3634.253174
	Iteration 19F: 3 clusters Score -247756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 41886 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 239683 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 134067 members 
Mstep: Class 16 contains 67151 members 
Mstep: Class 17 contains 13372 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 36172 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 10226 members 
Mstep: Class 31 contains 29981 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 7911 members 
Mstep: Class 34 contains 42133 members 
Mstep: Class 35 contains 989 members 
Mstep: Class 36 contains 14178 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 7402 members 
Mstep: Class 40 contains 8757 members 
Mstep: Class 41 contains 2667 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 11573 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 13087 members 
Mstep: Class 46 contains 12342 members 
Mstep: Class 47 contains 4361 members 
Mstep: Class 48 contains 5498 members 
Mstep: Class 49 contains 5231 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 580 members 
Mstep: Class 52 contains 3589 members 
Mstep: Class 53 contains 5331 members 
Mstep: Class 54 contains 10675 members 
Mstep: Class 55 contains 2562 members 
Mstep: Class 56 contains 1100 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 3806 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 3131 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 7470 members 
Mstep: Class 63 contains 336 members 
Mstep: Class 64 contains 1280 members 
Mstep: Class 65 contains 3351 members 
Mstep: Class 66 contains 3056 members 
Mstep: Class 67 contains 3303 members 
Mstep: Class 68 contains 12001 members 
Mstep: Class 69 contains 1123 members 
Mstep: Class 70 contains 3186 members 
Mstep: Class 71 contains 11051 members 
Mstep: Class 72 contains 1228 members 
Mstep: Class 73 contains 6582 members 
Mstep: Class 74 contains 941 members 
Entering Unmasked Estep 
Score: -134504688.000000 Penalty: 255510.078125
Splitting cluster 51 changes total score from -134506160.000000 to -134504688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -440386.093750 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -440386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -436752.468750 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -436752.5 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -437493.750000 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -437493.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -437733.531250 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -437733.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -437903.968750 Penalty: 4060.072021
	Iteration 3F: 3 clusters Score -437904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438022.437500 Penalty: 4060.072021
	Iteration 4Q: 3 clusters Score -438022.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -438116.468750 Penalty: 4060.072021
	Iteration 5Q: 3 clusters Score -438116.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -438186.406250 Penalty: 4060.072021
	Iteration 6Q: 3 clusters Score -438186.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -438233.437500 Penalty: 4060.072021
	Iteration 7Q: 3 clusters Score -438233.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -438267.906250 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -438267.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -438295.031250 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -438295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -438317.875000 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -438317.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -438341.406250 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -438341.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -438359.531250 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -438359.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -438372.000000 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -438372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -438389.812500 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -438389.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -438407.312500 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -438407.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -438420.125000 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -438420.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -438428.500000 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -438428.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -438435.000000 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -438435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -438444.843750 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -438444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -438456.125000 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -438456.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -438467.562500 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -438467.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -438481.062500 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -438481.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -438496.875000 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -438496.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -438516.281250 Penalty: 4060.072021
	Iteration 24Q: 3 clusters Score -438516.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -438543.562500 Penalty: 4060.072021
	Iteration 25Q: 3 clusters Score -438543.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -438567.906250 Penalty: 4060.072021
	Iteration 26Q: 3 clusters Score -438567.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -438595.125000 Penalty: 4060.072021
	Iteration 27Q: 3 clusters Score -438595.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -438623.437500 Penalty: 4060.072021
	Iteration 28Q: 3 clusters Score -438623.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -438651.187500 Penalty: 4060.072021
	Iteration 29Q: 3 clusters Score -438651.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -438674.500000 Penalty: 4060.072021
	Iteration 30Q: 3 clusters Score -438674.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -438697.343750 Penalty: 4060.072021
	Iteration 31Q: 3 clusters Score -438697.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -438728.593750 Penalty: 4060.072021
	Iteration 32Q: 3 clusters Score -438728.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -438770.906250 Penalty: 4060.072021
	Iteration 33Q: 3 clusters Score -438770.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -438813.000000 Penalty: 4060.072021
	Iteration 34Q: 3 clusters Score -438813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -438851.125000 Penalty: 4060.072021
	Iteration 35Q: 3 clusters Score -438851.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -438881.531250 Penalty: 4060.072021
	Iteration 36Q: 3 clusters Score -438881.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -438906.468750 Penalty: 4060.072021
	Iteration 37Q: 3 clusters Score -438906.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -438925.937500 Penalty: 4060.072021
	Iteration 38Q: 3 clusters Score -438925.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -438943.656250 Penalty: 4060.072021
	Iteration 39Q: 3 clusters Score -438943.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -438962.031250 Penalty: 4060.072021
	Iteration 40F: 3 clusters Score -438962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -438969.062500 Penalty: 4060.072021
	Iteration 41Q: 3 clusters Score -438969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -438974.968750 Penalty: 4060.072021
	Iteration 42Q: 3 clusters Score -438975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -438983.031250 Penalty: 4060.072021
	Iteration 43Q: 3 clusters Score -438983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -438988.687500 Penalty: 4060.072021
	Iteration 44Q: 3 clusters Score -438988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -438993.125000 Penalty: 4060.072021
	Iteration 45Q: 3 clusters Score -438993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -438995.531250 Penalty: 4060.072021
	Iteration 46Q: 3 clusters Score -438995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -438995.906250 Penalty: 4060.072021
	Iteration 47Q: 3 clusters Score -438995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -438995.906250 Penalty: 4060.072021
	Iteration 48F: 3 clusters Score -438995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -648771.625000 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -648771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -644111.000000 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -644111 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -645631.687500 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -645631.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -646091.062500 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -646091.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -646457.000000 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -646457 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -646751.625000 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -646751.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -646981.125000 Penalty: 4256.321777
	Iteration 5F: 3 clusters Score -646981.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -647120.000000 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -647120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -647188.062500 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -647188.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -647235.625000 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -647235.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -647267.937500 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -647267.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -647294.187500 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -647294.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -647310.375000 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -647310.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -647325.687500 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -647325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -647336.562500 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -647336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -647342.125000 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -647342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -647348.562500 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -647348.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -647352.687500 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -647352.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -647357.937500 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -647357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -647362.000000 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -647362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -647364.750000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -647364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -647365.937500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -647365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -647366.937500 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -647366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -647365.937500 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -647365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -647366.812500 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -647366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -647367.937500 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -647367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -647367.937500 Penalty: 4256.321777
	Iteration 25F: 3 clusters Score -647367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -1332549.375000 Penalty: 2300.363525
	Iteration 0F: 2 clusters Score -1332549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1324330.750000 Penalty: 4600.727051
	Iteration 0F: 3 clusters Score -1324331 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1326770.625000 Penalty: 4600.727051
	Iteration 1F: 3 clusters Score -1326771 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1327066.875000 Penalty: 4600.727051
	Iteration 2F: 3 clusters Score -1327067 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1327297.500000 Penalty: 4600.727051
	Iteration 3Q: 3 clusters Score -1327298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1327499.000000 Penalty: 4600.727051
	Iteration 4Q: 3 clusters Score -1327499 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1327657.125000 Penalty: 4600.727051
	Iteration 5Q: 3 clusters Score -1327657 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1327834.125000 Penalty: 4600.727051
	Iteration 6Q: 3 clusters Score -1327834 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1328044.500000 Penalty: 4600.727051
	Iteration 7Q: 3 clusters Score -1328044 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1328261.125000 Penalty: 4600.727051
	Iteration 8Q: 3 clusters Score -1328261 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1328506.250000 Penalty: 4600.727051
	Iteration 9Q: 3 clusters Score -1328506 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1328769.750000 Penalty: 4600.727051
	Iteration 10Q: 3 clusters Score -1328770 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1329027.625000 Penalty: 4600.727051
	Iteration 11Q: 3 clusters Score -1329028 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1329280.875000 Penalty: 4600.727051
	Iteration 12Q: 3 clusters Score -1329281 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1329519.250000 Penalty: 4600.727051
	Iteration 13Q: 3 clusters Score -1329519 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1329743.500000 Penalty: 4600.727051
	Iteration 14Q: 3 clusters Score -1329744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1329900.875000 Penalty: 4600.727051
	Iteration 15Q: 3 clusters Score -1329901 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1330037.750000 Penalty: 4600.727051
	Iteration 16Q: 3 clusters Score -1330038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1330146.000000 Penalty: 4600.727051
	Iteration 17Q: 3 clusters Score -1330146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1330220.375000 Penalty: 4600.727051
	Iteration 18Q: 3 clusters Score -1330220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1330270.625000 Penalty: 4600.727051
	Iteration 19Q: 3 clusters Score -1330271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1330307.250000 Penalty: 4600.727051
	Iteration 20F: 3 clusters Score -1330307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1330346.250000 Penalty: 4600.727051
	Iteration 21Q: 3 clusters Score -1330346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1330378.250000 Penalty: 4600.727051
	Iteration 22Q: 3 clusters Score -1330378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1330390.000000 Penalty: 4600.727051
	Iteration 23Q: 3 clusters Score -1330390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1330414.750000 Penalty: 4600.727051
	Iteration 24Q: 3 clusters Score -1330415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1330433.125000 Penalty: 4600.727051
	Iteration 25Q: 3 clusters Score -1330433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1330456.125000 Penalty: 4600.727051
	Iteration 26Q: 3 clusters Score -1330456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1330475.250000 Penalty: 4600.727051
	Iteration 27Q: 3 clusters Score -1330475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1330495.750000 Penalty: 4600.727051
	Iteration 28Q: 3 clusters Score -1330496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1330509.875000 Penalty: 4600.727051
	Iteration 29Q: 3 clusters Score -1330510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1330529.125000 Penalty: 4600.727051
	Iteration 30Q: 3 clusters Score -1330529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1330535.000000 Penalty: 4600.727051
	Iteration 31Q: 3 clusters Score -1330535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1330545.375000 Penalty: 4600.727051
	Iteration 32Q: 3 clusters Score -1330545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1330558.875000 Penalty: 4600.727051
	Iteration 33Q: 3 clusters Score -1330559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1330561.875000 Penalty: 4600.727051
	Iteration 34Q: 3 clusters Score -1330562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1330563.875000 Penalty: 4600.727051
	Iteration 35Q: 3 clusters Score -1330564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1330564.625000 Penalty: 4600.727051
	Iteration 36Q: 3 clusters Score -1330565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1330569.625000 Penalty: 4600.727051
	Iteration 37Q: 3 clusters Score -1330570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1330570.750000 Penalty: 4600.727051
	Iteration 38Q: 3 clusters Score -1330571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1330573.250000 Penalty: 4600.727051
	Iteration 39Q: 3 clusters Score -1330573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1330572.750000 Penalty: 4600.727051
	Iteration 40F: 3 clusters Score -1330573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1330574.500000 Penalty: 4600.727051
	Iteration 41Q: 3 clusters Score -1330574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1330581.125000 Penalty: 4600.727051
	Iteration 42Q: 3 clusters Score -1330581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1330584.875000 Penalty: 4600.727051
	Iteration 43Q: 3 clusters Score -1330585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1330589.625000 Penalty: 4600.727051
	Iteration 44Q: 3 clusters Score -1330590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1330595.625000 Penalty: 4600.727051
	Iteration 45Q: 3 clusters Score -1330596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1330601.250000 Penalty: 4600.727051
	Iteration 46Q: 3 clusters Score -1330601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1330607.875000 Penalty: 4600.727051
	Iteration 47Q: 3 clusters Score -1330608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1330610.375000 Penalty: 4600.727051
	Iteration 48Q: 3 clusters Score -1330610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1330612.250000 Penalty: 4600.727051
	Iteration 49Q: 3 clusters Score -1330612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1330615.375000 Penalty: 4600.727051
	Iteration 50Q: 3 clusters Score -1330615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1330615.875000 Penalty: 4600.727051
	Iteration 51Q: 3 clusters Score -1330616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1330618.500000 Penalty: 4600.727051
	Iteration 52Q: 3 clusters Score -1330618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1330620.625000 Penalty: 4600.727051
	Iteration 53Q: 3 clusters Score -1330621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1330623.125000 Penalty: 4600.727051
	Iteration 54Q: 3 clusters Score -1330623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1330624.750000 Penalty: 4600.727051
	Iteration 55Q: 3 clusters Score -1330625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1330624.750000 Penalty: 4600.727051
	Iteration 56F: 3 clusters Score -1330625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -282152.781250 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -282152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -279193.750000 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -279193.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -279977.562500 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -279977.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -280256.000000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -280256 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280453.437500 Penalty: 3892.877686
	Iteration 3F: 3 clusters Score -280453.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280587.750000 Penalty: 3892.877686
	Iteration 4F: 3 clusters Score -280587.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -280683.500000 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -280683.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -280783.406250 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -280783.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280887.437500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -280887.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280953.218750 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -280953.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -280994.656250 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -280994.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281024.375000 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -281024.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -281043.687500 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -281043.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -281055.562500 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -281055.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281065.468750 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -281065.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -281075.031250 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -281075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -281084.250000 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -281084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -281091.312500 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -281091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -281096.906250 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -281096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -281102.437500 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -281102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -281103.750000 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -281103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -281103.750000 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -281103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -133085.015625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -133085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131108.375000 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -131108.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131399.656250 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -131399.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131483.281250 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -131483.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131517.250000 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -131517.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131533.890625 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -131533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131546.734375 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -131546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131557.875000 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -131557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131566.562500 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -131566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131571.578125 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -131571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131577.375000 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -131577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131581.109375 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -131581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131584.156250 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -131584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131588.937500 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -131588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131588.937500 Penalty: 3473.520508
	Iteration 13F: 3 clusters Score -131588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -509121.500000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -509121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -505155.031250 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -505155 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -506042.343750 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -506042.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -506227.968750 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -506228 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -506352.562500 Penalty: 4125.005859
	Iteration 3Q: 3 clusters Score -506352.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -506452.906250 Penalty: 4125.005859
	Iteration 4Q: 3 clusters Score -506452.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -506554.343750 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -506554.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -506641.937500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -506641.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -506729.593750 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -506729.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -506825.625000 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -506825.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -506910.687500 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -506910.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -507003.031250 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -507003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -507086.593750 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -507086.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -507183.843750 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -507183.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -507265.781250 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -507265.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -507364.656250 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -507364.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -507458.531250 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -507458.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -507514.656250 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -507514.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -507572.906250 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -507572.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -507624.812500 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -507624.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -507684.718750 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -507684.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -507749.593750 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -507749.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -507807.968750 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -507808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -507857.343750 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -507857.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -507880.593750 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -507880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -507893.531250 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -507893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -507908.187500 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -507908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -507923.000000 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -507923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -507931.187500 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -507931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -507935.906250 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -507935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -507936.937500 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -507936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -507938.437500 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -507938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507938.062500 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -507938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -507938.718750 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -507938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507939.375000 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -507939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507939.375000 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -507939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507940.218750 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -507940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507940.218750 Penalty: 4125.005859
	Iteration 36F: 3 clusters Score -507940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -458230.156250 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -458230.2 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 1919 members 
Entering Unmasked Estep 
Score: -454455.000000 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -454455 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -455302.812500 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -455302.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -455528.187500 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -455528.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -455694.968750 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -455695 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -455841.875000 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -455841.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -455950.625000 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -455950.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -456041.625000 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -456041.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -456155.093750 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -456155.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -456283.343750 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -456283.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -456413.187500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -456413.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -456512.718750 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -456512.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -456591.718750 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -456591.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -456655.125000 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -456655.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -456706.156250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -456706.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -456781.468750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -456781.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -456852.125000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -456852.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -456912.937500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -456912.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -456950.125000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -456950.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -456978.875000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -456978.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -457019.593750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -457019.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -457054.687500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -457054.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -457076.406250 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -457076.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -457098.531250 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -457098.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -457125.750000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -457125.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -457145.687500 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -457145.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -457173.468750 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -457173.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -457204.750000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -457204.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -457218.781250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -457218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -457231.000000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -457231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -457241.093750 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -457241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -457245.500000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -457245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -457247.406250 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -457247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -457249.687500 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -457249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -457250.718750 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -457250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -457252.531250 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -457252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -457252.531250 Penalty: 4089.189697
	Iteration 35F: 3 clusters Score -457252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -1235274.375000 Penalty: 2283.643066
	Iteration 0F: 2 clusters Score -1235274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1227602.875000 Penalty: 4567.286133
	Iteration 0F: 3 clusters Score -1227603 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1229794.500000 Penalty: 4567.286133
	Iteration 1F: 3 clusters Score -1229794 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1230120.250000 Penalty: 4567.286133
	Iteration 2F: 3 clusters Score -1230120 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1230317.875000 Penalty: 4567.286133
	Iteration 3F: 3 clusters Score -1230318 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1230461.750000 Penalty: 4567.286133
	Iteration 4Q: 3 clusters Score -1230462 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1230578.625000 Penalty: 4567.286133
	Iteration 5Q: 3 clusters Score -1230579 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1230659.375000 Penalty: 4567.286133
	Iteration 6Q: 3 clusters Score -1230659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1230725.125000 Penalty: 4567.286133
	Iteration 7Q: 3 clusters Score -1230725 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1230786.875000 Penalty: 4567.286133
	Iteration 8Q: 3 clusters Score -1230787 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1230838.125000 Penalty: 4567.286133
	Iteration 9Q: 3 clusters Score -1230838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1230886.875000 Penalty: 4567.286133
	Iteration 10Q: 3 clusters Score -1230887 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1230940.000000 Penalty: 4567.286133
	Iteration 11Q: 3 clusters Score -1230940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1230995.000000 Penalty: 4567.286133
	Iteration 12Q: 3 clusters Score -1230995 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1231084.750000 Penalty: 4567.286133
	Iteration 13Q: 3 clusters Score -1231085 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1231207.500000 Penalty: 4567.286133
	Iteration 14Q: 3 clusters Score -1231208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1231378.625000 Penalty: 4567.286133
	Iteration 15Q: 3 clusters Score -1231379 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1231605.875000 Penalty: 4567.286133
	Iteration 16Q: 3 clusters Score -1231606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1231906.125000 Penalty: 4567.286133
	Iteration 17Q: 3 clusters Score -1231906 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1232245.250000 Penalty: 4567.286133
	Iteration 18Q: 3 clusters Score -1232245 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1232598.750000 Penalty: 4567.286133
	Iteration 19Q: 3 clusters Score -1232599 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1232864.750000 Penalty: 4567.286133
	Iteration 20F: 3 clusters Score -1232865 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1233052.250000 Penalty: 4567.286133
	Iteration 21Q: 3 clusters Score -1233052 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1233189.625000 Penalty: 4567.286133
	Iteration 22Q: 3 clusters Score -1233190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1233287.000000 Penalty: 4567.286133
	Iteration 23Q: 3 clusters Score -1233287 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1233371.625000 Penalty: 4567.286133
	Iteration 24Q: 3 clusters Score -1233372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1233469.125000 Penalty: 4567.286133
	Iteration 25Q: 3 clusters Score -1233469 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1233609.500000 Penalty: 4567.286133
	Iteration 26Q: 3 clusters Score -1233610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1233756.625000 Penalty: 4567.286133
	Iteration 27Q: 3 clusters Score -1233757 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1233927.250000 Penalty: 4567.286133
	Iteration 28Q: 3 clusters Score -1233927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1234143.000000 Penalty: 4567.286133
	Iteration 29Q: 3 clusters Score -1234143 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1234371.625000 Penalty: 4567.286133
	Iteration 30Q: 3 clusters Score -1234372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1234540.125000 Penalty: 4567.286133
	Iteration 31Q: 3 clusters Score -1234540 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1234636.500000 Penalty: 4567.286133
	Iteration 32Q: 3 clusters Score -1234636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1234692.750000 Penalty: 4567.286133
	Iteration 33Q: 3 clusters Score -1234693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1234716.000000 Penalty: 4567.286133
	Iteration 34Q: 3 clusters Score -1234716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1234733.875000 Penalty: 4567.286133
	Iteration 35Q: 3 clusters Score -1234734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1234740.875000 Penalty: 4567.286133
	Iteration 36Q: 3 clusters Score -1234741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1234743.875000 Penalty: 4567.286133
	Iteration 37Q: 3 clusters Score -1234744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1234745.750000 Penalty: 4567.286133
	Iteration 38Q: 3 clusters Score -1234746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1234748.875000 Penalty: 4567.286133
	Iteration 39Q: 3 clusters Score -1234749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1234748.500000 Penalty: 4567.286133
	Iteration 40F: 3 clusters Score -1234748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1234750.625000 Penalty: 4567.286133
	Iteration 41Q: 3 clusters Score -1234751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1234750.250000 Penalty: 4567.286133
	Iteration 42Q: 3 clusters Score -1234750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1234750.750000 Penalty: 4567.286133
	Iteration 43Q: 3 clusters Score -1234751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1234753.375000 Penalty: 4567.286133
	Iteration 44Q: 3 clusters Score -1234753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1234753.375000 Penalty: 4567.286133
	Iteration 45F: 3 clusters Score -1234753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -370008.312500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -370008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366691.343750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -366691.3 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -367439.750000 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -367439.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -367734.843750 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -367734.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -368072.312500 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -368072.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -368450.562500 Penalty: 3992.357422
	Iteration 4F: 3 clusters Score -368450.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -368740.656250 Penalty: 3992.357422
	Iteration 5F: 3 clusters Score -368740.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -368908.312500 Penalty: 3992.357422
	Iteration 6F: 3 clusters Score -368908.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -368997.343750 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -368997.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -369076.593750 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -369076.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -369131.281250 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -369131.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -369170.375000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -369170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -369194.375000 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -369194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -369211.906250 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -369211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -369220.906250 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -369220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -369228.437500 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -369228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -369236.218750 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -369236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -369242.312500 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -369242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -369245.687500 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -369245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -369246.812500 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -369246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -369246.812500 Penalty: 3992.357422
	Iteration 19F: 3 clusters Score -369246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -355433.437500 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -355433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -351977.781250 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -351977.8 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -353010.062500 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -353010.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -353435.468750 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -353435.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -353712.343750 Penalty: 4034.695801
	Iteration 3F: 3 clusters Score -353712.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -353929.875000 Penalty: 4034.695801
	Iteration 4F: 3 clusters Score -353929.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354133.906250 Penalty: 4034.695801
	Iteration 5Q: 3 clusters Score -354133.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -354335.968750 Penalty: 4034.695801
	Iteration 6Q: 3 clusters Score -354336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -354556.875000 Penalty: 4034.695801
	Iteration 7Q: 3 clusters Score -354556.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -354748.625000 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -354748.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -354924.937500 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -354924.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -355020.687500 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -355020.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -355109.531250 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -355109.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -355171.218750 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -355171.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -355206.093750 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -355206.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -355225.250000 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -355225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -355246.468750 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -355246.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -355271.625000 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -355271.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -355296.562500 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -355296.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -355314.406250 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -355314.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -355329.812500 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -355329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -355342.687500 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -355342.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -355353.343750 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -355353.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -355360.031250 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -355360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -355362.218750 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -355362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -355365.375000 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -355365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -355366.187500 Penalty: 4034.695801
	Iteration 25Q: 3 clusters Score -355366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -355367.593750 Penalty: 4034.695801
	Iteration 26Q: 3 clusters Score -355367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -355368.343750 Penalty: 4034.695801
	Iteration 27Q: 3 clusters Score -355368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -355370.500000 Penalty: 4034.695801
	Iteration 28Q: 3 clusters Score -355370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -355373.093750 Penalty: 4034.695801
	Iteration 29Q: 3 clusters Score -355373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -355372.718750 Penalty: 4034.695801
	Iteration 30Q: 3 clusters Score -355372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -355372.718750 Penalty: 4034.695801
	Iteration 31F: 3 clusters Score -355372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Entering Unmasked Estep 
Score: -924115.875000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -924115.9 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 3696 members 
Entering Unmasked Estep 
Score: -918079.000000 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -918079 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -919737.812500 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -919737.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -920051.625000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -920051.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -920282.187500 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -920282.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -920481.375000 Penalty: 4423.650879
	Iteration 4Q: 3 clusters Score -920481.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -920739.312500 Penalty: 4423.650879
	Iteration 5F: 3 clusters Score -920739.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -921060.062500 Penalty: 4423.650879
	Iteration 6F: 3 clusters Score -921060.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -921432.125000 Penalty: 4423.650879
	Iteration 7F: 3 clusters Score -921432.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -921788.437500 Penalty: 4423.650879
	Iteration 8F: 3 clusters Score -921788.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -922098.312500 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -922098.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -922305.125000 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -922305.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -922414.625000 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -922414.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -922477.625000 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -922477.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -922510.187500 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -922510.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -922531.312500 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -922531.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -922548.937500 Penalty: 4423.650879
	Iteration 15Q: 3 clusters Score -922548.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -922555.937500 Penalty: 4423.650879
	Iteration 16Q: 3 clusters Score -922555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -922558.750000 Penalty: 4423.650879
	Iteration 17Q: 3 clusters Score -922558.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -922567.687500 Penalty: 4423.650879
	Iteration 18Q: 3 clusters Score -922567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -922571.250000 Penalty: 4423.650879
	Iteration 19Q: 3 clusters Score -922571.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -922574.437500 Penalty: 4423.650879
	Iteration 20F: 3 clusters Score -922574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -922574.312500 Penalty: 4423.650879
	Iteration 21Q: 3 clusters Score -922574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -922577.562500 Penalty: 4423.650879
	Iteration 22Q: 3 clusters Score -922577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -922579.625000 Penalty: 4423.650879
	Iteration 23Q: 3 clusters Score -922579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -922580.062500 Penalty: 4423.650879
	Iteration 24Q: 3 clusters Score -922580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -922581.937500 Penalty: 4423.650879
	Iteration 25Q: 3 clusters Score -922581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -922584.750000 Penalty: 4423.650879
	Iteration 26Q: 3 clusters Score -922584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -922587.437500 Penalty: 4423.650879
	Iteration 27Q: 3 clusters Score -922587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -922591.812500 Penalty: 4423.650879
	Iteration 28Q: 3 clusters Score -922591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -922594.062500 Penalty: 4423.650879
	Iteration 29Q: 3 clusters Score -922594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -922597.187500 Penalty: 4423.650879
	Iteration 30Q: 3 clusters Score -922597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -922599.687500 Penalty: 4423.650879
	Iteration 31Q: 3 clusters Score -922599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -922604.062500 Penalty: 4423.650879
	Iteration 32Q: 3 clusters Score -922604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -922604.062500 Penalty: 4423.650879
	Iteration 33Q: 3 clusters Score -922604.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -922604.375000 Penalty: 4423.650879
	Iteration 34Q: 3 clusters Score -922604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -922607.250000 Penalty: 4423.650879
	Iteration 35Q: 3 clusters Score -922607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -922608.437500 Penalty: 4423.650879
	Iteration 36Q: 3 clusters Score -922608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -922607.000000 Penalty: 4423.650879
	Iteration 37Q: 3 clusters Score -922607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -922607.312500 Penalty: 4423.650879
	Iteration 38Q: 3 clusters Score -922607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -922609.937500 Penalty: 4423.650879
	Iteration 39Q: 3 clusters Score -922609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -922609.375000 Penalty: 4423.650879
	Iteration 40F: 3 clusters Score -922609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -922612.500000 Penalty: 4423.650879
	Iteration 41Q: 3 clusters Score -922612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -922612.187500 Penalty: 4423.650879
	Iteration 42Q: 3 clusters Score -922612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -922613.500000 Penalty: 4423.650879
	Iteration 43Q: 3 clusters Score -922613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -922612.562500 Penalty: 4423.650879
	Iteration 44Q: 3 clusters Score -922612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -922614.937500 Penalty: 4423.650879
	Iteration 45Q: 3 clusters Score -922614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -922614.250000 Penalty: 4423.650879
	Iteration 46Q: 3 clusters Score -922614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -922615.125000 Penalty: 4423.650879
	Iteration 47Q: 3 clusters Score -922615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -922615.375000 Penalty: 4423.650879
	Iteration 48Q: 3 clusters Score -922615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -922617.062500 Penalty: 4423.650879
	Iteration 49Q: 3 clusters Score -922617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -922617.125000 Penalty: 4423.650879
	Iteration 50Q: 3 clusters Score -922617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -922617.375000 Penalty: 4423.650879
	Iteration 51Q: 3 clusters Score -922617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -922618.687500 Penalty: 4423.650879
	Iteration 52Q: 3 clusters Score -922618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -922618.687500 Penalty: 4423.650879
	Iteration 53F: 3 clusters Score -922618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -33192.273438 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -33192.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31996.044922 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -31996.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32178.121094 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -32178.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32288.041016 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -32288.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32357.359375 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -32357.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32421.699219 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -32421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32486.677734 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -32486.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32578.904297 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -32578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32634.863281 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -32634.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32673.820312 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -32673.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32758.044922 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -32758.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32820.488281 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -32820.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32878.046875 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -32878.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32881.910156 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -32881.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32881.910156 Penalty: 2885.287109
	Iteration 13F: 3 clusters Score -32881.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -205991.968750 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -205992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -203904.234375 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -203904.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204306.406250 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -204306.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -204521.687500 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -204521.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -204702.875000 Penalty: 3548.689209
	Iteration 3F: 3 clusters Score -204702.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -204885.578125 Penalty: 3548.689209
	Iteration 4F: 3 clusters Score -204885.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -205096.265625 Penalty: 3548.689209
	Iteration 5F: 3 clusters Score -205096.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -205379.500000 Penalty: 3548.689209
	Iteration 6F: 3 clusters Score -205379.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -205577.640625 Penalty: 3548.689209
	Iteration 7F: 3 clusters Score -205577.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -205698.671875 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -205698.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -205803.828125 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -205803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -205860.046875 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -205860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -205880.265625 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -205880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -205887.984375 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -205888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -205890.609375 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -205890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -205892.468750 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -205892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -205893.984375 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -205894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -205895.656250 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -205895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -205898.828125 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -205898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -205904.531250 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -205904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -205905.328125 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -205905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -205906.468750 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -205906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -406518.468750 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -406518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -402995.750000 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -402995.8 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -403699.375000 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -403699.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -403886.656250 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -403886.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -404038.437500 Penalty: 4026.038818
	Iteration 3F: 3 clusters Score -404038.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -404152.093750 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -404152.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -404242.125000 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -404242.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -404311.562500 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -404311.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -404380.593750 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -404380.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -404455.656250 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -404455.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -404525.781250 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -404525.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -404600.406250 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -404600.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -404662.750000 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -404662.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -404717.343750 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -404717.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -404747.718750 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -404747.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -404769.062500 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -404769.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -404791.281250 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -404791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -404803.281250 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -404803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -404817.843750 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -404817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -404825.875000 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -404825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -404835.937500 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -404835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -404842.593750 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -404842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -404847.312500 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -404847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -404850.218750 Penalty: 4026.038818
	Iteration 22Q: 3 clusters Score -404850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -404854.875000 Penalty: 4026.038818
	Iteration 23Q: 3 clusters Score -404854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -404857.312500 Penalty: 4026.038818
	Iteration 24Q: 3 clusters Score -404857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -404861.093750 Penalty: 4026.038818
	Iteration 25Q: 3 clusters Score -404861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -404864.656250 Penalty: 4026.038818
	Iteration 26Q: 3 clusters Score -404864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -404869.375000 Penalty: 4026.038818
	Iteration 27Q: 3 clusters Score -404869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -404874.000000 Penalty: 4026.038818
	Iteration 28Q: 3 clusters Score -404874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -404877.187500 Penalty: 4026.038818
	Iteration 29Q: 3 clusters Score -404877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -404878.625000 Penalty: 4026.038818
	Iteration 30Q: 3 clusters Score -404878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -404879.156250 Penalty: 4026.038818
	Iteration 31Q: 3 clusters Score -404879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -404879.906250 Penalty: 4026.038818
	Iteration 32Q: 3 clusters Score -404879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -404880.781250 Penalty: 4026.038818
	Iteration 33Q: 3 clusters Score -404880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -404882.250000 Penalty: 4026.038818
	Iteration 34Q: 3 clusters Score -404882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -404883.687500 Penalty: 4026.038818
	Iteration 35Q: 3 clusters Score -404883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -404884.062500 Penalty: 4026.038818
	Iteration 36Q: 3 clusters Score -404884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -404884.062500 Penalty: 4026.038818
	Iteration 37F: 3 clusters Score -404884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -501205.968750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -501206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -497943.531250 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -497943.5 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -498733.312500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -498733.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -499041.968750 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -499042 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -499343.750000 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -499343.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499654.875000 Penalty: 3980.331787
	Iteration 4F: 3 clusters Score -499654.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -499901.937500 Penalty: 3980.331787
	Iteration 5F: 3 clusters Score -499901.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -500101.281250 Penalty: 3980.331787
	Iteration 6F: 3 clusters Score -500101.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -500242.031250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -500242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -500303.593750 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -500303.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -500341.750000 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -500341.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500375.187500 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -500375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -500399.406250 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -500399.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -500415.156250 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -500415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -500426.218750 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -500426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -500431.093750 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -500431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -500433.031250 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -500433 nChanged 5
Entering Unmas